From 4047bd86f5c03a887cb8ad8ffada836347b92f27 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Thu, 31 Aug 2023 15:29:48 +0800 Subject: [PATCH 01/11] [shardformer] bert finetune with hybrid parallel plugin --- .../booster/plugin/hybrid_parallel_plugin.py | 4 +- examples/language/bert/finetune.py | 104 ++++++++++++++---- examples/language/bert/requirements.txt | 1 + 3 files changed, 88 insertions(+), 21 deletions(-) diff --git a/colossalai/booster/plugin/hybrid_parallel_plugin.py b/colossalai/booster/plugin/hybrid_parallel_plugin.py index c49b3e1823cd..66cdb8c4c2eb 100644 --- a/colossalai/booster/plugin/hybrid_parallel_plugin.py +++ b/colossalai/booster/plugin/hybrid_parallel_plugin.py @@ -268,7 +268,7 @@ def __init__(self, ) == 0, f'world size {dist.get_world_size()} is not divisible by tp_size {tp_size} * pp_size {pp_size}' if enable_sequence_parallelism: - assert tp_size > 1, 'Sequence parallelism must be enabled when using tensor parallelism' + assert tp_size > 1, 'Tensor parallelism must be enabled when using sequence parallelism' self.tp_size = tp_size self.pp_size = pp_size @@ -374,7 +374,7 @@ def configure( model, use_pipeline=self.enable_pipeline_parallelism) else: - assert self.dp_size > 1, "Please use Zero when data parallel size is greater than 1." + assert self.dp_size > 1, "Data parallel size should be greater than 1 when using Zero." assert self.precision != 'fp32', "Please set precision to 'fp16' or 'bf16' when using ZeRO." optimizer = HybridParallelZeroOptimizer(optimizer, model, diff --git a/examples/language/bert/finetune.py b/examples/language/bert/finetune.py index b209ffde85a4..ac8fbbf7dfe2 100644 --- a/examples/language/bert/finetune.py +++ b/examples/language/bert/finetune.py @@ -1,10 +1,13 @@ import argparse from typing import List, Union +import copy +from contextlib import nullcontext import evaluate import torch import torch.distributed as dist import torch.nn as nn +from torch.nn import BCEWithLogitsLoss, CrossEntropyLoss, MSELoss from data import GLUEDataBuilder from torch.optim import Optimizer from torch.utils.data import DataLoader @@ -18,15 +21,17 @@ import colossalai from colossalai.booster import Booster -from colossalai.booster.plugin import GeminiPlugin, LowLevelZeroPlugin, TorchDDPPlugin +from colossalai.booster.plugin import GeminiPlugin, LowLevelZeroPlugin, TorchDDPPlugin, HybridParallelPlugin from colossalai.cluster import DistCoordinator from colossalai.nn.optimizer import HybridAdam +from torch.optim import Adam from colossalai.utils import get_current_device +from colossalai.lazy import LazyInitContext # ============================== # Prepare Hyperparameters # ============================== -NUM_EPOCHS = 3 +NUM_EPOCHS = 1 BATCH_SIZE = 32 LEARNING_RATE = 2.4e-5 WEIGHT_DECAY = 0.01 @@ -77,24 +82,62 @@ def evaluate_subset(dataloader: DataLoader): return final_results -def train_epoch(epoch: int, model: nn.Module, optimizer: Optimizer, lr_scheduler, train_dataloader: DataLoader, +def train_epoch(epoch: int, org_model: nn.Module, sharded_model: nn.Module, optimizer: Optimizer, lr_scheduler, train_dataloader: DataLoader, booster: Booster, coordinator: DistCoordinator): - model.train() + sharded_model.train() with tqdm(train_dataloader, desc=f'Epoch [{epoch + 1}/{NUM_EPOCHS}]', disable=not coordinator.is_master()) as pbar: for batch in pbar: # Forward pass batch = move_to_cuda(batch) - outputs = model(**batch) - loss = outputs[0] - - # Backward and optimize - booster.backward(loss, optimizer) - optimizer.step() - optimizer.zero_grad() + + # different forward and backward logic when pipeline parallel is enabled + if booster.plugin.pp_size > 1: + + output_transform_fn = lambda x: x + criterion = lambda x: x.loss + + def _criterion(outputs, inputs): + outputs = output_transform_fn(outputs) + loss = criterion(outputs) + return loss + data=batch + for k, v in data.items(): + if torch.is_tensor(v) or 'Tensor' in v.__class__.__name__: + new_shape = [1] * v.dim() + new_shape[0] = 4 + data[k] = v.to('cuda').repeat(*new_shape) + + data_iter = iter([data]) + outputs = booster.execute_pipeline(data_iter, + sharded_model, + _criterion, + optimizer, + return_loss=True, + return_outputs=True) + loss = outputs['loss'] + + # Backward and optimize + org_model.train() + data = {k: v.cuda() for k, v in data.items()} + org_output = org_model(**data) + + org_loss = criterion(org_output) + org_loss.backward() + + else: + outputs = org_model(**batch) + loss = outputs[0] + + # Backward and optimize + booster.backward(loss, optimizer) + + optimizer.step() + optimizer.zero_grad() + lr_scheduler.step() # Print log info - pbar.set_postfix({'loss': loss.item()}) + #pbar.set_postfix({'loss': loss.item()}) def main(): @@ -107,7 +150,7 @@ def main(): '--plugin', type=str, default='torch_ddp', - choices=['torch_ddp', 'torch_ddp_fp16', 'gemini', 'low_level_zero'], + choices=['torch_ddp', 'torch_ddp_fp16', 'gemini', 'low_level_zero', 'hybrid_parallel'], help="plugin to use") parser.add_argument( "--model_type", @@ -116,6 +159,7 @@ def main(): help="bert or albert", ) parser.add_argument('--target_f1', type=float, default=None, help="target f1 score. Raise exception if not reached") + parser.add_argument('--use_lazy_init', type=bool, default=False, help="for initiating lazy init context") args = parser.parse_args() if args.model_type == 'bert': @@ -145,6 +189,17 @@ def main(): plugin = GeminiPlugin(placement_policy='cuda', strict_ddp_mode=True, initial_scale=2**5) elif args.plugin == 'low_level_zero': plugin = LowLevelZeroPlugin(initial_scale=2**5) + elif args.plugin == 'hybrid_parallel': + + # modify the param accordingly for finetuning test cases + plugin = HybridParallelPlugin(tp_size=1, + pp_size=2, + num_microbatches=2, + enable_all_optimization=True, + #enable_sequence_parallelism=True, + zero_stage=1, + precision='fp16', + initial_scale=1) booster = Booster(plugin=plugin, **booster_kwargs) @@ -166,12 +221,12 @@ def main(): cfg = AutoConfig.from_pretrained(model_name, num_labels=data_builder.num_labels) if model_name == "bert-base-uncased": - model = BertForSequenceClassification.from_pretrained(model_name, config=cfg) + model = BertForSequenceClassification.from_pretrained(model_name, config=cfg).cuda() elif model_name == "albert-xxlarge-v2": model = AlbertForSequenceClassification.from_pretrained(model_name, config=cfg) else: raise RuntimeError - + # optimizer no_decay = ["bias", "LayerNorm.weight"] optimizer_grouped_parameters = [ @@ -185,7 +240,7 @@ def main(): }, ] - optimizer = HybridAdam(optimizer_grouped_parameters, lr=lr, eps=1e-8) + optimizer = Adam(model.parameters(), lr=lr, eps=1e-8) # lr scheduler total_steps = len(train_dataloader) * NUM_EPOCHS @@ -195,17 +250,28 @@ def main(): num_warmup_steps=num_warmup_steps, num_training_steps=total_steps, ) - + + # lazy_init + use_lazy_init = args.use_lazy_init + ctx = LazyInitContext() if use_lazy_init else nullcontext() + with ctx: + org_model = model + sharded_model = copy.deepcopy(org_model) + if use_lazy_init: + ctx.materialize(org_model) + # ============================== # Boost with ColossalAI # ============================== - model, optimizer, _, _, lr_scheduler = booster.boost(model, optimizer, lr_scheduler=lr_scheduler) + print("===before boost===") + print(optimizer.param_groups[0]['params'][0].dtype) + sharded_model, optimizer, _, _, lr_scheduler = booster.boost(sharded_model, optimizer, lr_scheduler=lr_scheduler) # ============================== # Train model # ============================== for epoch in range(NUM_EPOCHS): - train_epoch(epoch, model, optimizer, lr_scheduler, train_dataloader, booster, coordinator) + train_epoch(epoch, model, sharded_model, optimizer, lr_scheduler, train_dataloader, booster, coordinator) results = evaluate_model(model, test_dataloader, data_builder.num_labels, args.task, data_builder.eval_splits, coordinator) diff --git a/examples/language/bert/requirements.txt b/examples/language/bert/requirements.txt index 377422c260ad..eb4f6a9f4391 100644 --- a/examples/language/bert/requirements.txt +++ b/examples/language/bert/requirements.txt @@ -7,3 +7,4 @@ transformers scipy scikit-learn ptflops +xformers From 9e68377ea79c998f4eac14270334153acce3e0d1 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Thu, 31 Aug 2023 17:00:13 +0800 Subject: [PATCH 02/11] [shardformer] fix model and optimizer correspondance for pp+zero1 --- examples/language/bert/finetune.py | 25 ++++++++++++------------- 1 file changed, 12 insertions(+), 13 deletions(-) diff --git a/examples/language/bert/finetune.py b/examples/language/bert/finetune.py index ac8fbbf7dfe2..8ef06c669511 100644 --- a/examples/language/bert/finetune.py +++ b/examples/language/bert/finetune.py @@ -195,7 +195,7 @@ def main(): plugin = HybridParallelPlugin(tp_size=1, pp_size=2, num_microbatches=2, - enable_all_optimization=True, + enable_all_optimization=False, #enable_sequence_parallelism=True, zero_stage=1, precision='fp16', @@ -239,8 +239,18 @@ def main(): "weight_decay": 0.0, }, ] + + # lazy_init + use_lazy_init = args.use_lazy_init + ctx = LazyInitContext() if use_lazy_init else nullcontext() + with ctx: + org_model = model + sharded_model = copy.deepcopy(org_model) + if use_lazy_init: + ctx.materialize(org_model) optimizer = Adam(model.parameters(), lr=lr, eps=1e-8) + sharded_optimizer = Adam(sharded_model.parameters(), lr=lr, eps=1e-8) # lr scheduler total_steps = len(train_dataloader) * NUM_EPOCHS @@ -251,21 +261,10 @@ def main(): num_training_steps=total_steps, ) - # lazy_init - use_lazy_init = args.use_lazy_init - ctx = LazyInitContext() if use_lazy_init else nullcontext() - with ctx: - org_model = model - sharded_model = copy.deepcopy(org_model) - if use_lazy_init: - ctx.materialize(org_model) - # ============================== # Boost with ColossalAI # ============================== - print("===before boost===") - print(optimizer.param_groups[0]['params'][0].dtype) - sharded_model, optimizer, _, _, lr_scheduler = booster.boost(sharded_model, optimizer, lr_scheduler=lr_scheduler) + sharded_model, optimizer, _, _, lr_scheduler = booster.boost(sharded_model, sharded_optimizer, lr_scheduler=lr_scheduler) # ============================== # Train model From 1111657dddf394e4800875d834001779095d8bb8 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Tue, 5 Sep 2023 18:09:35 +0800 Subject: [PATCH 03/11] [shardformer] GPT-J policy dev 5 Sep --- colossalai/shardformer/policies/gptj.py | 132 + examples/language/bert/Untitled.ipynb | 33001 ++++++++++++++++++++++ examples/language/bert/finetune.py | 262 +- examples/language/bert/test.py | 5 + 4 files changed, 33302 insertions(+), 98 deletions(-) create mode 100644 colossalai/shardformer/policies/gptj.py create mode 100644 examples/language/bert/Untitled.ipynb create mode 100644 examples/language/bert/test.py diff --git a/colossalai/shardformer/policies/gptj.py b/colossalai/shardformer/policies/gptj.py new file mode 100644 index 000000000000..9cb852fe673a --- /dev/null +++ b/colossalai/shardformer/policies/gptj.py @@ -0,0 +1,132 @@ +from functools import partial +from typing import Callable, Dict, List + +from torch import Tensor, nn + +import colossalai.shardformer.layer as col_nn + +from .._utils import getattr_, setattr_ +from .base_policy import ModulePolicyDescription, Policy, SubModuleReplacementDescription + +__all__ = [ + +] + + +class GPTJPolicy(Policy): + + def config_sanity_check(self): + pass + + def preprocess(self): + # reshape the embedding layer + r""" + Reshape the Embedding layer to make the embedding dimension divisible by world_size + """ + if self.shard_config.enable_tensor_parallelism: + vocab_size = self.model.config.vocab_size + world_size = self.shard_config.tensor_parallel_size + if vocab_size % world_size != 0: + new_vocab_size = vocab_size + world_size - vocab_size % world_size + self.model.resize_token_embeddings(new_vocab_size) + return self.model + + def module_policy(self): + from transformers.models.gptj.modeling_gptj import GPTJAttention, GPTJBlock, GPTJModel + + policy = {} + use_sequence_parallel = self.shard_config.enable_sequence_parallelism + overlap = self.shard_config.enable_sequence_overlap + if self.shard_config.enable_tensor_parallelism: + policy[GPTJModel] = ModulePolicyDescription(sub_module_replacement=[ + SubModuleReplacementDescription( + suffix="wte", + target_module=col_nn.VocabParallelEmbedding1D, + ), + SubModuleReplacementDescription( + suffix="drop", + target_module=col_nn.DropoutForParallelInput, + ), + ]) + + policy[GPTJBlock] = ModulePolicyDescription( + attribute_replacement={ + "attn.embed_dim": self.model.config.hidden_size // self.shard_config.tensor_parallel_size, + "attn.split_size": self.model.config.hidden_size // self.shard_config.tensor_parallel_size, + "attn.num_heads": self.model.config.num_attention_heads // self.shard_config.tensor_parallel_size, + }, + sub_module_replacement=[ + SubModuleReplacementDescription( + suffix="attn.k_attn", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 3, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription(suffix="attn.out_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Row, + kwargs={ + "seq_parallel": use_sequence_parallel, + }), + SubModuleReplacementDescription( + suffix="mlp.fc_in", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 1, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription(suffix="mlp.fc_out", + target_module=col_nn.GPT2FusedLinearConv1D_Row, + kwargs={ + "seq_parallel": use_sequence_parallel, + }), + SubModuleReplacementDescription( + suffix="attn.attn_dropout", + target_module=col_nn.DropoutForParallelInput, + ), + SubModuleReplacementDescription( + suffix="attn.resid_dropout", + target_module=col_nn.DropoutForParallelInput, + ), + SubModuleReplacementDescription( + suffix="mlp.dropout", + target_module=col_nn.DropoutForParallelInput, + ), + ]) + + + +# GPTJModel +class GPTJModelPolicy(GPTJPolicy): + +# GPTJForCausalLM +class GPTJForCausalLMPolicy(GPTJPolicy): + +# GPTJForSequenceClassification +class GPTJForSequenceClassificationPolicy(GPTJPolicy): + +# GPTJForQuestionAnswering +class GPTJForQuestionAnsweringPolicy(GPTJPolicy): + +# TFGPTJForQuestionAnswering +class TFGPTJPolicy(GPTJPolicy): + +# TFGPTJForCausalLM +class TFGPTJCausalLMPolicy(GPTJPolicy): + +# TFGPTJForSequenceClassification +class TFGPTJForSequenceClassificationPolicy(GPTJPolicy): + +# TFGPTJForQuestionAnswering +class TFGPTJForQuestionAnsweringPolicy(GPTJPolicy): + +# FlaxGPTJModel +class FlaxGPTJPolicy(GPTJPolicy): + +# FlaxGPTJForCausalLMModel +class FlaxGPTJForCausalLMPolicy(GPTJPolicy): + diff --git a/examples/language/bert/Untitled.ipynb b/examples/language/bert/Untitled.ipynb new file mode 100644 index 000000000000..4eb04e64bcc4 --- /dev/null +++ b/examples/language/bert/Untitled.ipynb @@ -0,0 +1,33001 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 21, + "id": "2ad7b4d4-e32e-44e5-940c-0c898348bc72", + "metadata": {}, + "outputs": [], + "source": [ + "from transformers import (\n", + " AlbertForSequenceClassification,\n", + " AutoConfig,\n", + " BertForSequenceClassification,\n", + " get_linear_schedule_with_warmup,\n", + ")\n", + "from colossalai.nn.optimizer import HybridAdam\n", + "from torch.optim import Adam" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "ef28564f", + "metadata": {}, + "outputs": [], + "source": [ + "model_name = \"albert-xxlarge-v2\"" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "a8049378", + "metadata": {}, + "outputs": [], + "source": [ + "cfg = AutoConfig.from_pretrained(model_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "c7a45549-cf7e-413d-b4a1-60e266f2b701", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Some weights of AlbertForSequenceClassification were not initialized from the model checkpoint at albert-xxlarge-v2 and are newly initialized: ['classifier.bias', 'classifier.weight']\n", + "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n" + ] + } + ], + "source": [ + "model = AlbertForSequenceClassification.from_pretrained(model_name, config=cfg).cuda()" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "5435dcbb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "AlbertForSequenceClassification(\n", + " (albert): AlbertModel(\n", + " (embeddings): AlbertEmbeddings(\n", + " (word_embeddings): Embedding(30000, 128, padding_idx=0)\n", + " (position_embeddings): Embedding(512, 128)\n", + " (token_type_embeddings): Embedding(2, 128)\n", + " (LayerNorm): LayerNorm((128,), eps=1e-12, elementwise_affine=True)\n", + " (dropout): Dropout(p=0, inplace=False)\n", + " )\n", + " (encoder): AlbertTransformer(\n", + " (embedding_hidden_mapping_in): Linear(in_features=128, out_features=4096, bias=True)\n", + " (albert_layer_groups): ModuleList(\n", + " (0): AlbertLayerGroup(\n", + " (albert_layers): ModuleList(\n", + " (0): AlbertLayer(\n", + " (full_layer_layer_norm): LayerNorm((4096,), eps=1e-12, elementwise_affine=True)\n", + " (attention): AlbertAttention(\n", + " (query): Linear(in_features=4096, out_features=4096, bias=True)\n", + " (key): Linear(in_features=4096, out_features=4096, bias=True)\n", + " (value): Linear(in_features=4096, out_features=4096, bias=True)\n", + " (attention_dropout): Dropout(p=0, inplace=False)\n", + " (output_dropout): Dropout(p=0, inplace=False)\n", + " (dense): Linear(in_features=4096, out_features=4096, bias=True)\n", + " (LayerNorm): LayerNorm((4096,), eps=1e-12, elementwise_affine=True)\n", + " )\n", + " (ffn): Linear(in_features=4096, out_features=16384, bias=True)\n", + " (ffn_output): Linear(in_features=16384, out_features=4096, bias=True)\n", + " (activation): NewGELUActivation()\n", + " (dropout): Dropout(p=0, inplace=False)\n", + " )\n", + " )\n", + " )\n", + " )\n", + " )\n", + " (pooler): Linear(in_features=4096, out_features=4096, bias=True)\n", + " (pooler_activation): Tanh()\n", + " )\n", + " (dropout): Dropout(p=0.1, inplace=False)\n", + " (classifier): Linear(in_features=4096, out_features=2, bias=True)\n", + ")" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "7e4029ad", + "metadata": {}, + "outputs": [], + "source": [ + "no_decay = [\"bias\", \"LayerNorm.weight\"]\n", + "WEIGHT_DECAY = 0.01" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ffef437f", + "metadata": {}, + "outputs": [], + "source": [ + "optimizer_grouped_parameters = [\n", + " {\n", + " \"params\": [p for n, p in model.named_parameters() if not any(nd in n for nd in no_decay)],\n", + " \"weight_decay\": WEIGHT_DECAY,\n", + " },\n", + " {\n", + " \"params\": [p for n, p in model.named_parameters() if any(nd in n for nd in no_decay)],\n", + " \"weight_decay\": 0.0,\n", + " },\n", + " ]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "773160bd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[Parameter containing:\n", + " tensor([[ 0.0771, -0.0577, 0.0301, ..., -0.0146, 0.0590, -0.0838],\n", + " [ 0.1137, 0.1374, -0.0161, ..., -0.0743, -0.1042, -0.1193],\n", + " [ 0.0006, 0.0052, -0.0525, ..., -0.0322, 0.0433, 0.0114],\n", + " ...,\n", + " [-0.0059, 0.0670, 0.0760, ..., -0.2300, 0.1185, 0.0336],\n", + " [ 0.0391, -0.1243, 0.0297, ..., -0.0472, -0.1246, -0.1053],\n", + " [-0.1347, -0.0608, 0.0758, ..., 0.0126, -0.0360, 0.0759]],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([[-0.1195, 0.0082, -0.0661, ..., -0.0294, 0.1309, 0.0990],\n", + " [-0.0426, -0.0210, -0.0504, ..., -0.0627, -0.0666, 0.0050],\n", + " [-0.0409, 0.0137, -0.0800, ..., 0.0058, -0.0570, 0.0234],\n", + " ...,\n", + " [-0.1007, 0.0612, -0.0024, 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0.9185, 0.7761, 0.8801,\n", + " 0.8777, 0.8956, 0.8651, 0.3741, 0.9125, 0.8279, 0.8863, 0.9568, 0.9130,\n", + " 0.9308, 0.9037, 0.2834, 0.8967, 0.9063, 0.8815, 0.8595, 0.8862, 0.8595,\n", + " 0.9078, 0.8376, 0.8270, 0.8330, 0.9077, 0.8695, 0.8746, 0.8756, 0.8910,\n", + " 0.8326, 0.8960, 0.8280, 0.9293, 0.8439, 0.8843, 0.9747, 0.9029, 0.8918,\n", + " 0.8340, 0.9228, 0.8763, 0.5711, 0.8947, 0.9175, 0.8911, 0.8977, 0.8908,\n", + " 0.9205, 0.9037, 0.8681, 0.8172, 0.8671, 0.8722, 0.8607, 0.9117, 0.8887,\n", + " 0.8645, 0.8427, 0.8681, 0.9256, 0.8530, 0.6331, 0.8565, 0.8803, 0.7949,\n", + " 0.8887, 0.9112, 0.8817, 0.8718, 0.9304, 0.9084, 0.8746, 0.9361, 0.8845,\n", + " 0.8872, 0.8587, 0.8798, 0.8725, 0.8966, 0.3244, 0.8557, 0.7890, 0.8897,\n", + " 0.8419, 0.8509, 0.8581, 0.8828, 0.9216, 0.9017, 0.7707, 0.9108, 0.8098,\n", + " 0.9066, 0.8178, 0.9126, 0.9510, 0.8832, 0.8151, 0.8725, 0.8795, 0.8997,\n", + " 0.8967, 0.8649, 0.3751, 0.8935, 0.7732, 0.9368, 0.8688, 0.8896, 0.8816,\n", + " 0.8823, 0.9228, 0.8957, 0.9060, 0.9271, 0.9419, 0.8766, 0.8950, 0.8504,\n", + " 0.8929, 0.8664, 0.3603, 0.9116, 0.9117, 0.8619, 0.8388, 0.8478, 0.8033,\n", + " 0.8349, 0.8558, 0.8909, 0.9125, 0.8740, 0.8953, 0.8341, 0.8763, 0.8494,\n", + " 0.8897, 0.8818, 0.8597, 0.9161, 0.8733, 0.3575, 0.9128, 0.8563, 0.8596,\n", + " 0.8857, 0.8927, 0.8683, 0.8929, 0.9100, 0.8581, 0.8916, 0.9047, 0.9335,\n", + " 0.8936, 0.3576, 0.8567, 0.9137, 0.8022, 0.8484, 0.8865, 0.8539, 0.8018,\n", + " 0.7964, 0.8703, 0.8703, 0.8715, 0.9090, 0.9053, 0.7068, 0.8064, 0.8901,\n", + " 0.8739, 0.8705, 0.8710, 0.8932, 0.3423, 0.8911, 0.8759, 0.9116, 0.8306,\n", + " 0.9239, 0.8675, 0.8874, 0.9189, 0.8805, 0.9231, 0.8938, 0.0893, 0.8046,\n", + " 0.8052, 0.9390, 0.9132, 0.8941, 0.8958, 0.9140, 0.8667, 0.8548, 0.8387,\n", + " 0.8630, 0.1531, 0.9126, 0.8283, 0.9090, 0.3610, 0.8953, 0.8742, 0.8377,\n", + " 0.9150, 0.9009, 0.8382, 0.9282, 0.9210, 0.9416, 0.9298, 0.8366, 0.8120,\n", + " 0.8995, 0.9162, 0.9217, 0.8715, 0.8563, 0.9000, 0.8472, 0.8983, 0.8892,\n", + " 0.8823, 0.8943, 0.9088, 0.8511, 0.9041, 0.8712, 0.6926, 0.9088, 0.8996,\n", + " 0.8979, 0.3115, 0.9052, 0.8958, 0.8547, 0.9021, 0.9065, 0.8612, 0.9080,\n", + " 0.8559, 0.9115, 0.8740, 0.8124, 0.9029, 0.9070, 0.8975, 0.9285, 0.8457,\n", + " 0.8160, 0.8196, 0.8904, 0.8613, 0.9282, 0.8853, 0.8926, 0.9372, 0.9101,\n", + " 0.8404, 0.8816, 0.8422, 0.9576, 0.8314, 0.9008, 0.8606, 0.9050, 0.8172,\n", + " 0.9053, 0.8068, 0.3706, 0.8758, 0.8680, 0.9558, 0.8983, 0.8546, 0.8458,\n", + " 0.8926, 0.9333, 0.8657, 0.9090, 0.8623, 0.8937, 0.8931, 0.8624, 0.8948,\n", + " 0.8467, 0.8906, 0.8558, 0.8929, 0.9050, 0.9152, 0.9015, 0.9238, 0.8295,\n", + " 0.9300, 0.8609, 0.8456, 0.8952, 0.8212, 0.9223, 0.8452, 0.8642, 0.8961,\n", + " 0.8735, 0.8625, 0.9424, 0.9192, 0.8447, 0.8661, 0.1741, 0.8413, 0.8128,\n", + " 0.8900, 0.9181, 0.8831, 0.8919, 0.9229, 0.9022, 0.8878, 0.9241, 0.8676,\n", + " 0.9140, 0.8971, 0.8902, 0.8600, 0.4131, 0.8796, 0.8501, 0.8333, 0.9113,\n", + " 0.9093, 0.8881, 0.8883, 0.9446, 0.8709, 0.9057, 0.9258, 0.8367, 0.9239,\n", + " 0.9440, 0.8931, 0.8713, 0.9279, 0.9033, 0.9183, 0.9104, 0.8797, 0.8418,\n", + " 0.9657, 0.8738, 0.8632, 0.8565, 0.8197, 0.8892, 0.3128, 0.9198, 0.9016,\n", + " 0.8746, 0.8265, 0.9062, 0.8387, 0.7941, 0.8618, 0.8994, 0.8790, 0.8075,\n", + " 0.8651, 0.7939, 0.9075, 0.8526, 0.9196, 0.8239, 0.8574, 0.9099, 0.8529,\n", + " 0.8431, 0.8975, 0.9211, 0.9451, 0.8933, 0.9079, 0.8607, 0.7929, 0.8643,\n", + " 0.8873, 0.8862, 0.9134, 0.9299, 0.7502, 0.8474, 0.8630, 0.9158, 0.8375,\n", + " 0.9456, 0.8130, 0.8500, 0.9144, 0.9410, 0.8897, 0.8587, 0.8965, 0.8335,\n", + " 0.8710, 0.8764, 0.8918, 0.9459, 0.9261, 0.8914, 0.8858, 0.9025, 0.8341,\n", + " 0.8275, 0.9246, 0.8769, 0.7869, 0.9064, 0.8805, 0.8635, 0.9058, 0.8922,\n", + " 0.7889, 0.8703, 0.9371], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.5915e-02, -1.9551e-02, 2.4239e-02, 8.9046e-02, -6.2811e-02,\n", + " -1.3259e-02, 1.3368e-02, -1.2601e-02, 4.4289e-03, 3.5345e-02,\n", + " -4.7754e-02, -1.3850e-02, 4.9743e-03, -1.0346e-01, -7.5715e-02,\n", + " 2.6812e-02, -2.0635e-02, -4.3696e-02, -5.6391e-02, -8.6585e-02,\n", + " -8.4264e-03, -3.7167e-02, -4.3100e-02, -2.3440e-02, 2.0096e-02,\n", + " -6.8347e-03, -6.1792e-02, -4.7181e-02, 3.5398e-03, -5.6818e-03,\n", + " -4.0273e-02, -1.0445e-01, -3.0861e-02, -4.7370e-02, -5.1382e-02,\n", + " 5.2509e-02, -6.0150e-03, -6.3076e-02, -3.2632e-02, -1.0294e-02,\n", + " -2.6134e-02, 3.2977e-02, 2.3532e-02, -3.7834e-02, -7.1279e-02,\n", + " 1.8800e-02, -4.8075e-02, -2.5656e-02, -1.0538e-01, 4.4619e-03,\n", + " -2.8683e-02, -5.9236e-02, 1.2326e-02, 1.2549e-01, -5.6910e-02,\n", + " -7.5655e-02, -3.9333e-02, 6.9859e-03, -6.4214e-02, -4.6906e-02,\n", + " -2.1134e-02, -4.0144e-02, -7.7445e-02, -5.1023e-02, 2.9909e-02,\n", + " 2.6647e-02, -4.1158e-02, -9.2278e-02, -4.4493e-02, -1.9326e-02,\n", + " -5.7582e-02, -3.1668e-03, 3.4696e-03, -1.6554e-02, 2.3527e-02,\n", + " -4.8038e-02, 9.7797e-03, -1.0442e-01, -4.8437e-02, 7.3197e-03,\n", + " -1.9734e-02, -4.2070e-02, -7.4608e-02, -8.5390e-04, -5.0404e-02,\n", + " -5.9856e-02, -4.1895e-02, -1.5177e-02, -6.5195e-02, 1.3958e-02,\n", + " -5.3032e-02, -2.6719e-02, -8.8763e-02, -9.3736e-02, -7.9080e-03,\n", + " -7.2518e-03, -6.7675e-03, 1.1923e-02, -1.0729e-03, 5.0090e-02,\n", + " -1.4544e-02, 9.8045e-03, -2.7189e-02, -9.0469e-03, -2.6189e-02,\n", + " -5.1260e-02, 6.2072e-03, -4.5944e-03, -4.2397e-02, -8.6799e-02,\n", + " 1.0473e-01, -4.4651e-02, -1.2098e-03, 4.8902e-02, -6.6317e-02,\n", + " -6.5932e-02, -6.2869e-02, -4.5771e-03, -1.2409e-02, -3.4328e-02,\n", + " -3.1108e-02, 6.1508e-01, -5.7233e-02, -3.1616e-02, 3.6678e-02,\n", + " -1.2333e-02, -4.1743e-02, 7.6624e-02, -4.7894e-02, 5.1988e-03,\n", + " -3.1304e-02, -1.2102e-03, 2.2624e-02, -8.7661e-02, 2.3106e-02,\n", + " -8.2632e-03, -3.9954e-03, -2.6696e-02, -2.7406e-02, 1.2978e-01,\n", + " -1.6759e-03, -5.2163e-02, -4.4482e-02, -1.1419e-02, -7.6521e-02,\n", + " 6.3131e-01, -2.7994e-02, 1.8642e-02, 1.4419e-02, 1.1243e-02,\n", + " -1.5756e-02, -3.2812e-03, 7.8419e-02, -2.1316e-02, -1.7731e-02,\n", + " -1.7104e-02, -2.1411e-02, 2.1579e-03, 7.5490e-03, -1.7664e-01,\n", + " -6.4108e-04, -4.8799e-02, -1.0787e-02, 2.0321e-02, -2.7500e-02,\n", + " -1.5150e-02, -2.5434e-02, -1.0745e-01, 1.8762e-01, 2.7139e-02,\n", + " -5.7344e-02, -5.7125e-02, -7.7040e-02, -6.8253e-04, -2.8963e-02,\n", + " -5.5552e-01, -7.3063e-02, -2.8202e-02, -9.1884e-02, -5.5053e-02,\n", + " -9.9699e-03, -2.3530e-02, 2.2338e-02, 1.1792e-02, -3.9402e-02,\n", + " -4.2718e-02, -7.0445e-02, -8.4193e-02, -1.5879e-02, -3.8651e-02,\n", + " -9.6151e-03, 2.3536e-02, -2.7933e-02, 4.9370e-02, -3.2360e-03,\n", + " 4.4905e-03, -1.4351e-02, -4.7481e-02, 5.6372e-02, 2.5966e-02,\n", + " -2.2563e-02, -1.2718e-01, -4.2220e-02, -1.7046e-02, 3.3547e-02,\n", + " -6.6450e-02, -5.1126e-02, -1.2893e-02, 4.5700e-02, -5.0845e-02,\n", + " -4.1066e-03, 1.1188e-02, -9.1059e-02, -3.1550e-02, -3.3693e-02,\n", + " -8.1856e-02, -8.6929e-02, -4.9886e-02, -3.7611e-02, -7.4728e-02,\n", + " -8.2650e-02, -1.6736e-03, -3.9741e-02, -4.0385e-02, 2.5962e-02,\n", + " -1.1098e-01, -5.4296e-02, -5.1232e-03, -4.8667e-02, 3.3547e-02,\n", + " -7.9387e-03, 1.7725e-02, 4.1061e-02, 2.0418e-02, 8.8616e-03,\n", + " -2.1618e-02, -4.0198e-02, -1.0598e-01, -3.6634e-02, 1.2662e-02,\n", + " -2.1713e-02, 2.8119e-03, -3.4493e-02, -5.1686e-03, 1.8638e-02,\n", + " -1.2686e-01, 8.6229e-03, 2.7526e-02, -4.0473e-02, 1.8166e-02,\n", + " -5.8837e-03, -1.6472e-02, 1.7345e-02, -9.9164e-02, -5.7288e-02,\n", + " -5.2321e-02, 1.6784e-02, -4.9069e-02, -4.7374e-02, -5.9768e-02,\n", + " -3.3697e-02, -2.1515e-02, -6.7439e-02, -2.5190e-03, -4.5390e-02,\n", + " -6.3062e-02, -6.6929e-03, 7.1754e-03, -1.1063e-02, -6.1783e-03,\n", + " -3.5333e-04, -3.5153e-02, -4.2905e-02, -1.4619e-02, 3.9847e-02,\n", + " -2.7761e-02, -7.3141e-02, -1.0278e-02, -2.2473e-02, -8.3281e-03,\n", + " -4.7029e-02, -3.7808e-02, -1.4231e-03, -1.5028e-01, 1.4308e-02,\n", + " 1.9772e-02, -6.9576e-03, -8.7298e-03, -3.0035e-02, -2.1216e-02,\n", + " -1.8634e-02, -1.8011e-02, -1.8625e-02, -7.3722e-02, -1.1419e-02,\n", + " -5.4381e-02, -7.2602e-02, -5.6164e-02, 4.9254e-03, 2.8565e-02,\n", + " -3.2194e-02, 3.3299e-02, 9.2594e-03, -1.4165e-02, 6.2481e-03,\n", + " -9.1849e-02, -6.1673e-02, -1.9788e-02, 8.0208e-01, 3.8315e-03,\n", + " 7.3194e-03, -2.7890e-03, -4.5539e-02, 3.4170e-02, -5.8225e-02,\n", + " 4.7824e-02, -3.0348e-02, -9.3666e-03, -2.2191e-02, -4.2016e-02,\n", + " -3.2741e-02, -4.6574e-02, -3.0170e-02, 1.2240e-02, -4.0513e-02,\n", + " -5.1817e-02, -4.1886e-02, -6.0936e-02, -1.6476e-02, -4.5148e-02,\n", + " -5.2216e-02, -8.4434e-02, 4.1617e-02, 1.5191e-02, -6.4686e-03,\n", + " -7.0176e-02, -4.5118e-02, -1.1611e-03, -2.9325e-02, 1.9957e-02,\n", + " -3.3062e-02, -5.7241e-03, -3.4643e-02, -1.8349e-02, -3.8300e-02,\n", + " 4.2363e-02, -2.9268e-03, 1.6553e-02, -2.5765e-02, -5.7496e-02,\n", + " 2.9435e-02, -1.9588e-02, -5.3201e-02, -1.5394e-01, 6.0334e-03,\n", + " 3.9881e-02, 6.9188e-03, -6.4305e-02, -5.9645e-03, -5.3314e-02,\n", + " -3.7108e-02, -3.0492e-02, -5.4900e-02, -1.3776e-02, -4.4202e-02,\n", + " -1.3504e-02, 1.9884e-03, -6.2694e-02, -9.7083e-03, -2.9480e-02,\n", + " -4.7304e-02, -2.8082e-02, -5.3774e-02, -1.5157e-02, 3.7363e-02,\n", + " -7.8915e-03, -1.2612e-02, -3.1819e-02, 2.9497e-02, -6.3238e-02,\n", + " -4.4190e-02, 8.2589e-02, 3.4296e-03, -5.5870e-02, -1.4455e-03,\n", + " -4.9274e-02, -3.3716e-02, -1.6712e-03, -7.8818e-02, 1.3456e-04,\n", + " -4.2685e-02, -5.5039e-02, -8.0704e-04, -5.3792e-02, -4.3908e-02,\n", + " -4.2086e-02, -2.0246e-02, -9.8204e-03, 1.1588e-02, -5.2375e-03,\n", + " -1.0368e-01, 8.1678e-02, 2.4802e-02, -2.1297e-02, -9.7985e-03,\n", + " -5.9728e-02, 1.5593e-02, -2.7538e-02, -7.1796e-02, -2.6682e-02,\n", + " -9.7993e-03, -6.1281e-03, -1.3567e-02, 4.6011e-02, -3.6998e-02,\n", + " -2.9911e-02, -3.7790e-03, 6.2445e-02, -4.7371e-02, -2.5641e-02,\n", + " -3.3513e-02, 3.3076e-02, -3.4258e-03, -6.4098e-02, 6.2438e-03,\n", + " -2.5948e-03, -2.0595e-02, 5.8018e-03, -1.6952e-02, -3.1340e-02,\n", + " 9.2013e-03, 4.3807e-03, -2.9900e-02, -4.6831e-02, -3.2926e-02,\n", + " -4.3346e-02, -5.5193e-02, -3.0171e-02, -4.6218e-02, 4.4061e-03,\n", + " -9.8874e-02, -4.5176e-02, -1.1195e-02, -2.7977e-02, -7.3573e-02,\n", + " 1.1170e-02, 3.1528e-03, -3.4605e-02, 3.5081e-02, -2.1169e-02,\n", + " -8.5231e-02, -4.1800e-02, -7.9768e-03, -3.4629e-02, -5.7468e-02,\n", + " -4.7183e-02, -2.8348e-02, -3.6573e-02, -2.6794e-03, -1.7779e-02,\n", + " -1.4600e-02, -1.0303e-01, 3.5081e-03, -2.5528e-02, -4.9287e-02,\n", + " 3.8913e-02, -5.2635e-02, -9.3173e-02, -4.1900e-02, -4.4379e-03,\n", + " -4.4030e-02, -9.7478e-02, -2.3247e-03, -5.1886e-02, -1.7192e-02,\n", + " -1.0453e-01, -4.2942e-02, 1.8478e-02, 1.2559e-04, -1.8215e-02,\n", + " -2.0113e-02, -4.5295e-02, -1.4194e-01, -3.1605e-02, -6.3404e-02,\n", + " -3.7623e-02, -6.0113e-02, -1.3319e-02, 1.1182e-02, -1.3580e-02,\n", + " -2.4558e-02, 2.4573e-02, -6.4949e-02, 3.2738e-02, 2.5244e-03,\n", + " -4.8500e-02, -2.2500e-01, -2.6963e-02, -1.0417e-02, -4.8178e-02,\n", + " -5.7472e-02, 7.4324e-03, -3.0408e-02, 4.2802e-02, 2.3494e-02,\n", + " 7.9873e-02, -3.8498e-03, 3.8484e-03, -2.9699e-02, 1.0604e-02,\n", + " -3.2911e-02, 5.0820e-02, -5.2097e-02, -1.1356e-02, -1.6708e-02,\n", + " 8.7562e-03, -2.1074e-03, -7.0831e-02, 4.1871e-03, -6.0861e-02,\n", + " 9.9281e-03, -1.7498e-02, -4.1576e-02, -4.8107e-02, -3.5936e-04,\n", + " -3.7300e-02, -3.3615e-02, 9.3065e-03, -2.8743e-02, 3.3892e-01,\n", + " 1.5589e-02, -1.2075e-02, 6.6061e-03, -5.2829e-02, 1.5670e-03,\n", + " 4.6090e-03, -1.8197e-02, -1.4730e-02, -4.7913e-02, -5.0891e-02,\n", + " -4.0786e-02, 5.8770e-01, -6.4010e-02, -3.2896e-02, -4.6990e-02,\n", + " 3.4083e-02, -5.3831e-02, 8.2924e-03, -2.8368e-02, -7.9581e-02,\n", + " -3.3436e-02, -1.5637e-02, -4.1197e-02, -1.0807e-02, -4.7561e-02,\n", + " -2.3212e-03, -7.9414e-02, -6.0072e-02, -4.9086e-02, 2.9513e-02,\n", + " -2.1450e-02, -5.3149e-02, -3.6076e-02, -1.6571e-03, -6.2381e-02,\n", + " -6.6562e-02, -2.9433e-02, -4.5580e-02, 1.0057e-01, -4.5016e-02,\n", + " -3.4638e-02, 2.1939e-02, -3.1183e-02, 3.4385e-02, -5.1813e-02,\n", + " -8.3614e-02, -5.7168e-02, 1.2340e-03, -2.0756e-02, -2.6120e-02,\n", + " -4.4349e-02, 2.2629e-02, -3.6499e-02, -7.4934e-02, -5.3121e-02,\n", + " -3.3120e-02, -2.8963e-02, -7.9662e-02, -8.9498e-03, -4.6545e-03,\n", + " -1.6556e-02, 2.1857e-02, -2.8907e-02, -3.7812e-02, -5.4892e-02,\n", + " -3.4956e-02, -4.2588e-02, -7.1425e-02, 1.5524e-02, -3.1012e-02,\n", + " -6.1514e-02, 2.8281e-04, -1.8246e-02, -5.7785e-02, -7.1134e-02,\n", + " -1.8365e-03, -5.5846e-02, 1.3763e-02, 1.6217e-02, -3.6842e-02,\n", + " 8.6093e-03, -2.2123e-02, -3.4059e-02, 1.3480e-02, 2.1419e-02,\n", + " -5.8765e-02, -2.1433e-02, 1.2538e-02, 2.3434e-02, -5.7161e-02,\n", + " -4.8857e-02, -3.1402e-02, -3.3618e-02, 1.5734e-02, -1.7967e-02,\n", + " 1.1478e-02, 1.1616e-02, -5.8076e-02, -3.0479e-02, -7.3423e-03,\n", + " -1.0336e-02, -6.3839e-02, -6.6791e-02, -1.2612e-02, -3.2404e-02,\n", + " -6.7228e-02, -5.3619e-02, -2.7398e-02, -7.7866e-02, 5.1737e-02,\n", + " -2.5613e-02, 1.1497e-02, 1.3377e-02, -5.3409e-02, -4.9095e-02,\n", + " -2.2944e-02, 2.5084e-03, -2.5901e-02, -5.7878e-02, -6.1535e-02,\n", + " -1.7601e-02, 3.0494e-02, 1.9008e-04, -8.8127e-02, 4.1211e-01,\n", + " -5.1857e-02, -5.3548e-02, 1.5308e-02, -1.1714e-01, -2.2206e-03,\n", + " -1.2477e-03, 2.6556e-02, -3.5507e-02, -5.7006e-02, 3.4786e-02,\n", + " -4.6205e-03, -7.0835e-02, -2.1287e-02, -1.0036e-01, -8.3618e-03,\n", + " -1.0289e-01, -4.1975e-02, -3.5961e-05, -7.5675e-02, 1.9396e-02,\n", + " -3.7410e-02, 4.2746e-02, 5.0878e-03, 1.1096e-02, 1.6870e-02,\n", + " -4.5282e-02, -3.0101e-02, 4.7371e-03, -6.1676e-02, 4.0941e-02,\n", + " -3.1624e-02, -9.7934e-03, 1.2703e-02, -1.4288e-02, -8.3961e-02,\n", + " -7.7898e-02, -6.4819e-02, -3.2725e-02, -1.6302e-02, -2.3457e-02,\n", + " -1.1265e-02, -6.2687e-02, -7.6259e-02, -2.2835e-02, -2.5439e-02,\n", + " -2.4275e-02, -4.0159e-02, 1.8949e-02, -5.8023e-02, 9.1777e-02,\n", + " -6.6573e-02, -2.8843e-02, -1.1038e-01, 1.0182e-02, 5.3695e-02,\n", + " -5.3867e-02, -7.2295e-03, 1.9030e-02, -1.3369e-02, -6.8040e-02,\n", + " -8.5284e-03, -1.7947e-03, -4.6275e-02, 1.1811e-02, -2.4199e-02,\n", + " -1.1963e-02, -4.9817e-02, -3.2041e-02, -3.5187e-02, -1.6900e-02,\n", + " 5.3006e-02, -4.8574e-02, -5.8965e-03, 4.1262e-02, -4.1019e-02,\n", + " -1.0224e-02, -4.6405e-02, 2.5255e-02, -9.2840e-03, -5.2485e-02,\n", + " -4.3174e-02, -5.2193e-02, 1.9306e-02, 4.4194e-02, -6.9535e-02,\n", + " 2.6020e-02, -4.7134e-02, -4.4771e-02, 2.4170e-02, -3.9867e-02,\n", + " -2.1866e-02, -4.8301e-02, -1.4754e-02, 1.3661e-03, -1.0784e-01,\n", + " -3.0805e-02, -2.7660e-02, -4.8102e-02, -9.1866e-03, 7.9246e-03,\n", + " -7.7543e-02, 4.5545e-02, -2.2095e-02, 1.2343e-02, -4.7419e-02,\n", + " -3.0890e-02, -4.7592e-02, -3.6342e-02, 6.3097e-04, -4.9002e-02,\n", + " -2.9923e-02, 2.1318e-02, 3.0553e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.8489e-01, -3.3124e-01, -4.3010e-01, 3.7446e-01, -2.9812e-01,\n", + " 4.1033e-01, 1.3646e-02, 2.9376e-01, 2.3383e-01, -1.2945e-01,\n", + " 1.3669e-01, 4.5210e-01, -1.0082e-01, 1.1044e-01, 4.3167e-01,\n", + " 5.6541e-01, 3.0794e-02, -4.6629e-02, -3.1482e-01, -1.1942e-01,\n", + " 6.1346e-03, 6.2427e-03, 2.3396e-03, 4.7037e-01, -2.2886e-02,\n", + " -6.2375e-02, -7.1073e-02, 5.8564e-01, -4.2026e-01, -3.4540e-03,\n", + " 3.2105e-01, -1.8254e-02, -1.3706e-01, -2.3993e-01, 5.9321e-02,\n", + " -7.8094e-02, -7.2291e-02, -1.2547e-01, 5.4023e-01, -7.8405e-02,\n", + " -2.5014e-01, -4.0590e-01, -3.7391e-01, -1.3888e-01, -7.1713e-01,\n", + " -4.6858e-01, -1.2957e-01, -3.6054e-01, 3.2525e-02, 2.0976e-01,\n", + " 4.2818e-01, -1.9358e-03, 6.7248e-01, -1.7651e-01, 2.9992e-01,\n", + " -2.9333e-01, 4.1232e-01, 8.0839e-02, -1.7654e-01, -2.7399e-01,\n", + " 6.4752e-01, 6.0843e-02, -3.3030e-01, 1.7246e-01, 2.7914e-03,\n", + " -3.1521e-01, 8.2644e-02, -1.9958e-02, 2.1809e-01, 1.7399e-01,\n", + " -2.6624e-01, -4.0962e-01, 7.9974e-02, 1.9369e-01, -4.8293e-02,\n", + " -1.2614e-01, -1.9763e-01, -6.5171e-02, 1.5967e-01, -1.4000e-01,\n", + " 6.2880e-02, -2.7356e-01, -5.9934e-02, 2.3066e-01, -2.7862e-01,\n", + " 1.9154e-01, 2.3168e-01, 2.6202e-01, -8.6124e-02, 2.2699e-01,\n", + " 3.5047e-01, -2.3871e-01, -1.5331e-01, -2.2481e-01, 1.3997e-01,\n", + " 1.4192e-01, -8.3620e-02, 4.0302e-03, -1.8222e-01, 1.5280e-01,\n", + " 4.0887e-02, -5.8838e-02, 2.7807e-01, 1.7975e-01, 7.7742e-01,\n", + " -2.4235e-01, -2.4671e-01, 1.4599e-01, 6.3281e-03, -1.1179e-01,\n", + " 1.1025e-02, 2.8746e-01, 1.7988e-01, 7.7579e-02, 1.1463e-01,\n", + " -6.6896e-01, 1.1587e-01, 7.5706e-02, -8.8695e-02, -2.5169e-01,\n", + " 1.4984e-01, -7.2795e-02, -8.8063e-02, -1.2028e-01, -1.7058e-01,\n", + " 7.6667e-02, -2.1375e-01, 2.0073e-01, 1.9583e-01, 8.0408e-01,\n", + " -5.3779e-01, -1.1702e-02, -1.0567e-02, 1.0582e-01, -7.5998e-02,\n", + " 2.3731e-01, -1.5354e-01, -5.4487e-02, -2.0449e-01, -2.2857e-01,\n", + " 1.8506e-01, -5.7091e-02, 2.5378e-01, -7.9125e-01, -9.3032e-02,\n", + " 2.8279e-02, 1.9584e-01, -5.0331e-02, -7.9867e-02, -3.0853e-01,\n", + " 2.2363e-01, 8.4720e-01, 2.3935e-01, 2.2835e-01, -5.2848e-01,\n", + " 2.8211e-01, 2.5441e-01, 8.0123e-02, -1.5332e-01, 6.7468e-01,\n", + " 5.6864e-01, -5.2057e-01, 3.9703e-01, 2.6251e-01, -5.9847e-01,\n", + " 4.1609e-01, -7.9105e-03, -6.9898e-01, -2.0899e-01, -4.8142e-02,\n", + " -4.6933e-01, -6.8433e-01, 1.4434e-01, 3.4654e-01, -1.7598e-01,\n", + " -7.1655e-02, -6.9113e-01, -2.4736e-01, -1.2397e-01, 8.4316e-01,\n", + " -4.9706e-01, 5.6946e-01, 4.4711e-01, 6.4052e-02, 3.0408e-01,\n", + " -9.8506e-02, -6.5089e-01, -1.8741e-01, 5.7123e-01, -1.1437e-01,\n", + " -4.9258e-01, -2.9165e-01, -8.0386e-01, 1.0950e-01, 1.6421e-01,\n", + " -1.5547e-01, 9.8606e-02, -1.6412e-02, 4.8571e-01, -8.2606e-02,\n", + " 3.5631e-02, 7.2864e-02, 8.7598e-02, 5.9679e-01, -8.7582e-02,\n", + " -2.9564e-01, 1.0702e-01, -1.5818e-01, 1.1894e-01, 1.4497e-01,\n", + " 4.8879e-01, 3.0176e-03, 2.2842e-01, -4.2859e-01, -2.7235e-01,\n", + " -5.3011e-01, -5.5786e-01, -5.8997e-02, 7.9632e-01, -5.8626e-02,\n", + " -9.8919e-02, 3.2998e-01, -1.0507e+00, 1.3438e-01, 1.4008e-02,\n", + " -9.2981e-02, 1.5252e-01, -9.1765e-02, 1.0015e-01, 6.3314e-01,\n", + " 6.5774e-01, 6.1555e-02, -1.4645e-01, -3.5250e-01, -2.2083e-01,\n", + " -1.9874e-01, -1.8764e-01, 3.0088e-01, 2.3735e-02, 6.5133e-02,\n", + " -4.2923e-01, 7.1600e-02, -1.3129e-01, 8.2515e-02, -1.0584e-01,\n", + " -7.9495e-02, 9.3183e-03, 4.6218e-02, 1.2027e-01, 2.4649e-01,\n", + " -6.9316e-01, -1.2578e-02, -3.0331e-02, 1.2410e-01, -1.1400e-01,\n", + " -1.5678e-01, -1.6651e-01, 3.6195e-02, -2.3504e-01, -3.6726e-03,\n", + " -1.0161e-01, 3.6750e-01, 3.1852e-01, -5.9106e-02, 3.4217e-02,\n", + " -2.1754e-01, -2.3551e-01, 3.6103e-02, 2.1071e-01, 2.7611e-01,\n", + " -5.0213e-02, -3.7366e-01, -1.2157e-01, 4.2925e-01, -3.1812e-02,\n", + " 2.9549e-01, 4.0182e-02, 1.3434e-02, -9.9949e-02, 1.4390e-01,\n", + " 3.1268e-01, 1.8284e-01, 3.7054e-01, 3.5790e-01, -5.0184e-01,\n", + " 3.2587e-01, -4.4592e-02, -4.0465e-02, -5.2859e-02, -2.3924e-01,\n", + " 2.0782e-01, -1.1638e-01, 1.3380e-01, 2.2811e-05, -3.3404e-01,\n", + " 1.2057e-02, -4.9895e-01, 3.3536e-02, 6.2386e-04, -1.2601e-01,\n", + " 4.3579e-01, 2.9640e-01, -2.4240e-01, 1.9250e-01, -2.6214e-01,\n", + " -2.3481e-01, -2.2642e-01, 1.6777e-01, 6.1690e-02, -2.2819e-01,\n", + " -1.2938e-01, 1.3654e-01, -2.1470e-01, 2.1265e-02, 4.6027e-01,\n", + " 1.8301e-01, -1.4006e-01, -1.7721e-01, 1.1944e-01, 3.4722e-01,\n", + " -3.3319e-01, -2.6829e-01, 3.8216e-01, -2.3281e-01, 2.1406e-01,\n", + " -3.0431e-01, -1.9031e-01, 1.7175e-01, 2.1221e-01, -2.5501e-01,\n", + " 9.7685e-02, -1.5392e-01, 2.6573e-01, -2.4665e-02, 8.4981e-02,\n", + " 4.4930e-01, 3.4780e-02, -5.8937e-01, 6.6458e-02, -8.5723e-02,\n", + " -1.5427e-02, 4.0723e-01, -4.4214e-01, -2.1413e-01, -2.0542e-01,\n", + " -3.1949e-02, -4.7780e-01, 9.8478e-02, 1.2287e-01, -8.9370e-03,\n", + " -4.4878e-01, 2.8186e-02, 1.9152e-01, -3.1188e-01, -4.0081e-01,\n", + " -3.2500e-01, -6.2002e-01, 4.0043e-01, 1.5841e-01, 6.8662e-03,\n", + " -3.8604e-01, 2.0595e-01, -8.2857e-03, -3.3911e-01, 4.6291e-01,\n", + " 1.3700e-01, 1.8122e-01, 3.8649e-01, 3.1338e-02, -1.0855e-01,\n", + " -2.3737e-01, 1.7963e-01, 2.3472e-01, -1.3365e-01, -2.6631e-01,\n", + " 1.3512e-01, -2.9656e-01, -3.5300e-01, -1.1167e-01, 1.0656e-01,\n", + " 9.2364e-03, 4.1374e-01, -1.8846e-01, 6.8195e-02, 2.5161e-01,\n", + " 2.0155e-01, 1.7245e-01, -3.0406e-01, -5.3754e-01, -9.8802e-02,\n", + " -6.1822e-01, 6.0034e-02, -1.1062e-01, -3.4004e-01, -3.3975e-01,\n", + " -3.4871e-01, -6.2921e-01, -1.6038e-01, -2.0739e-01, -5.2669e-01,\n", + " 6.4463e-01, 1.9417e-01, 1.9179e-01, 3.1634e-01, 7.5406e-02,\n", + " 3.1964e-01, -1.9367e-01, 1.7780e-01, -2.4591e-01, 4.4233e-01,\n", + " 7.6408e-02, 1.8460e-01, -2.6214e-01, -2.4562e-01, -1.6472e-02,\n", + " -4.8757e-01, 1.0493e-01, 3.1760e-01, 4.1078e-01, 8.8522e-02,\n", + " -1.6435e-01, 6.7121e-01, -3.1974e-01, -2.9294e-01, -7.9923e-02,\n", + " 2.6307e-01, -2.3833e-01, 2.6378e-01, -3.9119e-03, 8.4737e-02,\n", + " 8.5894e-02, 1.8480e-02, 4.6933e-02, 4.9697e-02, -6.4783e-02,\n", + " -1.6955e-02, 2.4569e-01, -1.5759e-01, 4.2826e-01, 2.9507e-01,\n", + " -5.2655e-01, -3.5639e-02, 1.6804e-01, 1.8988e-01, -4.6370e-01,\n", + " -4.0561e-01, -1.0397e-01, 5.4172e-01, -9.5854e-02, -8.3530e-02,\n", + " 1.6633e-01, 9.7900e-02, 1.8279e-01, 2.3489e-02, 3.0400e-01,\n", + " 1.2061e-01, -3.8661e-02, -2.3256e-02, -7.8310e-03, -1.3773e-01,\n", + " -6.3753e-02, -1.2067e-02, 6.3794e-02, -8.2140e-02, -3.0764e-01,\n", + " 7.0755e-02, -2.2271e-02, 1.3317e-02, -1.8396e-01, 5.3562e-01,\n", + " -3.4545e-01, -1.6799e-01, 2.1540e-01, -1.3484e-01, -2.5042e-01,\n", + " 1.5494e-01, 1.3751e-01, 3.1874e-01, -3.5636e-01, -3.9095e-01,\n", + " 5.4927e-02, 1.7744e-01, -4.0647e-02, -3.4816e-01, -3.3862e-01,\n", + " 1.2014e-01, 1.0037e-01, 7.2566e-02, 1.9097e-01, -2.9248e-02,\n", + " -1.4208e-01, -2.4115e-02, 3.4548e-01, -1.6913e-02, -5.9503e-02,\n", + " -1.2607e-01, 1.2017e-01, -9.7285e-02, 1.8291e-01, -1.2640e-01,\n", + " 1.6645e-01, 3.5463e-01, -3.5151e-01, -1.0328e-01, 1.2796e-02,\n", + " -6.9293e-02, -1.5903e-02, -2.7752e-01, -2.8554e-02, -8.3444e-02,\n", + " 1.6626e-01, 7.4505e-02, -3.8310e-02, 2.3652e-01, 7.4211e-02,\n", + " 3.2458e-01, -9.5230e-02, -1.2735e-01, -1.4911e-01, 4.2945e-03,\n", + " 1.2329e-01, 4.5511e-02, 1.6727e-01, 1.5782e-01, -7.6551e-02,\n", + " 9.5974e-02, -1.1994e-01, 4.2694e-01, 1.2616e-01, 5.8838e-01,\n", + " -9.5423e-02, -1.8001e-01, 2.0003e-01, -1.6516e-01, -1.2687e-01,\n", + " 5.8683e-02, -4.1033e-01, -4.0685e-01, -2.2603e-01, -1.2122e-01,\n", + " -3.0156e-02, 2.9536e-01, -2.5043e-01, 4.9295e-01, -9.2336e-02,\n", + " -1.6443e-02, 1.8238e-01, 1.7239e-01, 1.0355e-01, 1.3262e-01,\n", + " -1.5995e-01, -8.9557e-02, -1.0280e-02, 1.8755e-01, -1.4478e-01,\n", + " 2.1211e-01, 8.2291e-02, -1.4416e-01, -5.9518e-02, -2.7810e-01,\n", + " -3.6406e-01, 2.0069e-01, -7.5342e-02, 5.3550e-01, 2.2564e-01,\n", + " 3.7749e-01, -2.0449e-01, -3.3006e-01, -1.8984e-01, -2.3725e-01,\n", + " 8.5168e-02, 1.1236e-01, -2.4219e-02, -1.2992e-02, -2.9712e-01,\n", + " 7.7757e-01, -3.4466e-01, -3.1202e-01, 3.0804e-02, -9.8628e-02,\n", + " 3.5855e-01, 1.8864e-01, 8.6580e-02, 8.1437e-02, -1.6036e-01,\n", + " -4.5756e-01, 1.1505e-01, 2.0563e-01, -2.4954e-01, 2.9659e-01,\n", + " -1.9837e-02, -2.7788e-01, 1.4430e-01, -1.7585e-01, -1.5643e-01,\n", + " 2.1243e-01, 5.4225e-01, -1.2717e-01, 3.5752e-02, -4.5371e-01,\n", + " 6.3445e-01, 4.4256e-01, -1.3321e-01, 2.4148e-01, -2.1610e-01,\n", + " 8.4087e-03, 5.7336e-01, 5.9437e-03, -1.8614e-02, 8.5323e-02,\n", + " 2.4101e-01, -1.6399e-01, -1.7986e-02, 3.5469e-01, -4.2490e-01,\n", + " -2.0145e-01, 3.1705e-01, 2.2076e-01, -3.3602e-02, -2.1430e-02,\n", + " 4.4792e-01, -2.9726e-01, -3.5473e-01, 9.7687e-02, -1.8860e-01,\n", + " -3.9589e-01, 2.6746e-01, 2.6482e-01, -5.1057e-01, 1.2503e-01,\n", + " 5.3045e-02, -1.5927e-01, 5.5048e-01, -2.0582e-01, -3.7131e-01,\n", + " 1.7405e-01, 4.1754e-01, 4.1048e-01, -1.1612e-01, -3.4101e-01,\n", + " -2.2326e-01, 2.6615e-01, 1.8053e-01, 2.1057e-01, 8.1299e-01,\n", + " -3.3159e-01, 3.0038e-01, 5.7480e-01, 2.1212e-01, 2.8898e-01,\n", + " 1.1549e-01, 1.2008e-01, -6.0377e-01, -2.1497e-01, 9.4900e-02,\n", + " -2.8878e-01, 5.4186e-01, 5.3945e-02, 7.6496e-02, 1.2587e-01,\n", + " -1.1557e-01, 6.9715e-02, -3.8356e-01, 1.2184e-01, 8.6199e-01,\n", + " -8.1979e-03, -4.3190e-02, 1.7237e-01, -1.3230e-01, 2.8381e-01,\n", + " 3.7719e-02, 7.2773e-02, 6.2169e-01, 6.9022e-02, -5.2975e-02,\n", + " 2.0351e-01, 2.5533e-01, -2.1431e-01, -5.0973e-01, 4.2319e-01,\n", + " 4.4431e-01, 6.4152e-02, -3.5149e-01, 8.8540e-02, -1.8374e-01,\n", + " 1.0901e-01, 9.6155e-02, 6.4958e-01, 2.1728e-01, -3.2295e-01,\n", + " 1.6695e-01, 6.9910e-02, 1.5084e-02, 1.0388e-01, -2.0169e-01,\n", + " 1.3433e-01, -9.2763e-02, -6.5765e-01, 4.1478e-02, -2.6200e-02,\n", + " -4.6310e-01, 4.0830e-01, -7.6598e-02, 4.2069e-01, 1.2944e-01,\n", + " 2.4124e-01, -7.1374e-02, -3.2460e-01, -9.6200e-03, -1.1448e-01,\n", + " -1.4036e-01, 3.8453e-01, -2.6108e-01, -4.5603e-02, -9.7946e-02,\n", + " -3.0831e-01, 3.4762e-01, 1.9457e-01, 9.4705e-03, -1.1948e-01,\n", + " 1.3706e-01, -2.1643e-01, -2.9995e-02, 3.2656e-01, 3.3158e-01,\n", + " -8.0044e-02, 5.4864e-02, -6.1310e-02, -1.6047e-01, -3.1118e-01,\n", + " 2.7460e-02, -7.0083e-02, 3.6356e-01, -2.5512e-01, 2.6982e-01,\n", + " -5.0741e-01, 9.1735e-02, 3.1772e-02, -1.3808e-01, -6.6558e-02,\n", + " -2.1381e-01, -2.6414e-01, -3.5044e-01, 5.4390e-02, -1.4077e-01,\n", + " 2.1261e-01, 4.7681e-01, -4.1564e-02, 2.3639e-01, 2.1278e-01,\n", + " 2.0354e-01, 1.2608e-01, -1.3074e-02, -1.4925e-01, 2.8512e-02,\n", + " 1.4976e-01, -7.3337e-03, -1.5981e-01, -1.3514e-01, -1.7065e-02,\n", + " 2.0874e-01, 5.1820e-02, 3.1308e-01, 1.6592e-02, -2.2513e-01,\n", + " 1.8471e-01, -1.1109e-01, -7.6860e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.0431e-03, 3.5106e-04, -2.4626e-03, -1.0567e-04, -1.1928e-03,\n", + " 2.6925e-03, 2.2769e-03, 8.4066e-04, 2.2366e-03, 8.5631e-04,\n", + " 9.5796e-04, 1.4070e-03, 6.3313e-04, -1.6668e-03, -3.9759e-03,\n", + " 1.9305e-03, 2.1245e-04, -6.6218e-03, -9.6426e-04, -1.3669e-03,\n", + " 2.8618e-03, 3.8692e-03, -5.1340e-04, 8.7632e-04, 5.8980e-04,\n", + " -3.4487e-03, -1.0480e-03, -2.9190e-04, -3.7491e-03, -1.1196e-02,\n", + " -3.0301e-03, -9.7091e-04, -1.7841e-03, 1.2603e-03, 1.1210e-03,\n", + " 1.1750e-03, -5.4153e-04, -3.1819e-03, 2.5912e-03, 2.1706e-04,\n", + " -3.3490e-04, -4.9331e-04, -1.8153e-03, -8.6359e-03, -2.5329e-03,\n", + " -3.0781e-03, -2.6580e-04, -5.3357e-04, 1.7155e-03, -4.6053e-04,\n", + " -1.3000e-03, 6.0365e-04, 9.6582e-04, -4.4838e-03, 1.1874e-03,\n", + " -1.5509e-03, 2.0464e-03, 2.3995e-03, 1.0435e-03, -7.9156e-04,\n", + " -1.9315e-03, 4.0070e-03, -1.5505e-03, -2.8468e-03, -4.1579e-03,\n", + " -2.2358e-03, 3.0939e-03, 2.3025e-03, -5.7412e-03, -6.5179e-04,\n", + " 1.4284e-03, 5.6102e-03, 7.5654e-05, -2.7413e-04, -2.3201e-04,\n", + " 7.3014e-03, 4.9583e-03, 2.7453e-03, -2.1549e-03, 5.1880e-03,\n", + " -5.8259e-04, 3.0841e-03, -1.7244e-03, -5.9742e-03, -2.4615e-03,\n", + " 3.6710e-03, 1.2727e-03, -9.1166e-03, 2.1024e-03, -2.0577e-03,\n", + " -2.7588e-04, 1.9125e-03, 2.1786e-04, 5.8409e-03, 4.5047e-04,\n", + " -6.4889e-03, 1.4768e-03, 7.0867e-04, 2.9707e-03, 3.7071e-03,\n", + " 6.1321e-04, -1.6805e-03, -1.0285e-03, 7.6123e-04, -3.7541e-03,\n", + " 1.3802e-03, 4.0661e-03, 1.3468e-03, 2.0691e-03, 7.0522e-04,\n", + " -1.0956e-03, 1.5189e-04, 1.0138e-04, 5.2394e-03, 6.2775e-04,\n", + " -7.7419e-04, -1.0243e-03, 2.2899e-03, 8.2127e-05, 3.4014e-04,\n", + " 3.2373e-04, -5.0135e-03, 4.9464e-03, -2.3620e-03, -3.2513e-03,\n", + " -9.0608e-03, 3.7853e-05, -3.1300e-04, 6.0969e-03, -5.0433e-03,\n", + " 2.2494e-03, -3.9667e-03, -2.5700e-03, 3.4893e-03, -3.4346e-04,\n", + " -1.0859e-02, -5.1781e-04, -2.5808e-03, 5.9745e-03, 6.7779e-04,\n", + " 5.6374e-03, 5.7691e-03, 4.9484e-04, -6.6995e-04, -3.0380e-04,\n", + " 2.7891e-03, 1.5116e-03, 6.7941e-03, 7.0579e-03, -7.1740e-04,\n", + " 1.2263e-03, -2.0803e-03, -1.2445e-02, 2.2425e-04, -2.5078e-03,\n", + " -4.8600e-04, 7.8770e-04, 2.2338e-04, -2.3877e-03, 1.7849e-04,\n", + " 1.0370e-03, -8.2332e-04, 5.0712e-04, -5.5647e-03, -7.7268e-03,\n", + " -3.3996e-03, -8.1165e-03, 4.8382e-03, -6.8620e-03, 3.7298e-03,\n", + " 1.1637e-03, -1.0816e-03, -2.4026e-03, -5.5749e-03, 9.1364e-03,\n", + " -9.7377e-03, 5.8054e-03, 4.1048e-03, 2.8541e-03, 1.2820e-03,\n", + " 1.9604e-03, -2.5624e-03, -6.6849e-03, 3.7216e-03, 6.8816e-03,\n", + " -9.7042e-03, -4.9029e-03, -3.5374e-03, -4.1783e-04, 2.7750e-03,\n", + " 3.2810e-03, -3.2365e-03, 1.3648e-03, 8.0742e-03, -1.5785e-03,\n", + " 3.9737e-04, 1.0561e-02, 3.0356e-03, -7.4297e-03, -4.3169e-03,\n", + " 2.2274e-03, -5.6777e-03, -2.2566e-03, -3.3339e-03, -1.8071e-04,\n", + " -3.0179e-03, -9.9552e-04, -3.0800e-03, -6.7715e-03, -5.1166e-03,\n", + " 5.1844e-03, 3.9874e-03, 5.7430e-03, 5.3576e-04, -3.3581e-03,\n", + " 2.5948e-03, -1.0682e-02, 1.7226e-03, -6.5578e-03, -3.5433e-03,\n", + " -6.7449e-03, 1.9850e-03, -2.5040e-03, -2.8073e-03, -2.1749e-03,\n", + " 7.9526e-04, 1.9119e-03, 4.9029e-03, -3.9821e-03, -5.2596e-04,\n", + " -4.2743e-03, -7.1898e-03, -6.9820e-03, -1.3537e-04, -9.0344e-04,\n", + " -1.3415e-03, -3.5522e-03, 3.6009e-03, -1.1609e-03, -3.3243e-03,\n", + " -2.0417e-03, -5.3317e-03, -1.2358e-03, -1.4498e-03, -2.2774e-04,\n", + " -1.5560e-03, -1.8056e-03, 5.5098e-03, -8.7958e-03, 8.2840e-03,\n", + " -7.6833e-03, -5.6914e-03, -5.8619e-03, -9.0921e-04, -5.8744e-03,\n", + " 3.7392e-04, 3.2069e-04, -8.4745e-04, -4.0236e-04, 6.4320e-04,\n", + " 9.1090e-04, -7.2433e-04, -1.6909e-03, 1.4301e-03, -5.0588e-04,\n", + " 1.3308e-03, -2.0329e-03, 1.1653e-03, -1.7977e-03, -1.3836e-03,\n", + " -1.0183e-03, 2.3465e-03, -2.4039e-04, 3.3329e-04, -1.6794e-03,\n", + " -1.1288e-03, -2.5752e-05, -1.5180e-03, 1.4402e-03, -8.0823e-04,\n", + " 2.1207e-03, -2.0448e-03, -3.3600e-03, -1.2373e-03, 1.9503e-06,\n", + " -1.0871e-03, 1.3004e-04, 1.1808e-03, 6.9708e-04, -8.0657e-04,\n", + " -2.1594e-03, 3.5783e-03, 7.7612e-04, 7.3907e-04, 1.7375e-03,\n", + " -1.8736e-03, 2.1354e-04, -2.5787e-04, -5.3830e-04, -2.0698e-03,\n", + " -3.9820e-03, 3.1612e-04, -1.3805e-03, 5.8698e-04, 3.0345e-03,\n", + " -1.7009e-05, 3.9967e-04, 6.3367e-04, -3.1893e-03, 2.0281e-03,\n", + " 6.1758e-04, -3.5339e-03, 5.0524e-04, 1.6291e-03, -2.4280e-03,\n", + " -3.4301e-04, 7.1670e-04, 4.5634e-04, -4.0376e-04, -3.6614e-03,\n", + " -8.4598e-04, 6.2077e-04, -1.2097e-03, -4.4474e-03, 4.6044e-03,\n", + " -6.5910e-04, -7.5349e-04, -2.2270e-03, -2.8809e-03, -7.6910e-04,\n", + " -8.3157e-03, -9.2905e-04, -1.2611e-03, 1.6958e-03, 1.7305e-03,\n", + " 3.2044e-03, 2.6173e-03, -3.8723e-03, 1.2840e-04, -4.3503e-03,\n", + " 8.2148e-04, 1.7199e-03, 4.5639e-03, -1.2464e-03, 1.9161e-03,\n", + " -2.2686e-04, -6.0822e-03, -3.3107e-03, -3.9914e-03, -1.8253e-03,\n", + " -9.8783e-05, -3.7622e-04, 4.0962e-04, -2.3172e-03, 1.7000e-03,\n", + " 1.6250e-03, -4.1741e-03, 1.6663e-03, 2.3251e-03, -1.3617e-03,\n", + " 1.8234e-03, 2.2529e-05, -4.6290e-05, -3.6841e-03, 3.4942e-03,\n", + " 3.3400e-03, -2.2279e-03, 1.3605e-03, -2.3897e-03, -5.4269e-03,\n", + " 1.0525e-03, 3.7370e-03, 6.7274e-04, -2.1267e-03, 1.1230e-03,\n", + " -1.9583e-03, -1.0119e-04, 5.4515e-03, -5.7069e-04, 4.0290e-03,\n", + " 1.7061e-03, 8.8862e-04, 5.1579e-03, -1.7934e-03, 6.3909e-04,\n", + " 4.3694e-03, 1.2166e-03, 6.3088e-04, -6.9658e-04, 2.8275e-03,\n", + " 1.3525e-03, -1.4794e-04, 4.7986e-04, 2.9579e-03, -3.6428e-04,\n", + " 3.1395e-03, 2.0283e-03, 6.6030e-04, -3.4356e-04, 2.2223e-03,\n", + " 2.1018e-03, -3.6386e-04, 1.1514e-03, 4.3875e-04, -4.5161e-03,\n", + " 1.0359e-03, 2.6807e-03, -1.5430e-03, 4.1554e-05, -3.0887e-04,\n", + " -7.9120e-04, 1.9608e-03, 2.5359e-04, 1.0937e-03, -3.2348e-04,\n", + " 1.3112e-04, 1.5074e-03, -3.3533e-03, 9.8169e-04, -5.2284e-04,\n", + " 1.3747e-03, -4.7408e-03, -5.5241e-04, -6.4054e-04, 3.0441e-04,\n", + " 1.3037e-03, -4.5248e-04, -2.2012e-03, 7.6119e-04, 5.3694e-05,\n", + " 4.7444e-04, -2.9804e-03, 4.0276e-04, 2.4306e-03, 3.8113e-04,\n", + " -1.2839e-03, -7.1419e-04, -3.2176e-03, -1.6195e-03, 8.4937e-04,\n", + " 1.3038e-03, -3.5509e-04, -1.5786e-03, -1.7350e-03, 8.5845e-04,\n", + " 9.1009e-04, -7.0567e-04, -6.2837e-04, -1.0712e-03, -9.7277e-05,\n", + " 2.6638e-04, 2.3639e-03, -4.2611e-03, -2.2416e-03, -1.1255e-03,\n", + " 8.2460e-04, -7.7557e-04, 1.9394e-03, -1.7107e-03, 1.0478e-03,\n", + " 1.3784e-03, 5.1448e-04, 1.9722e-03, -1.6032e-03, 6.3765e-04,\n", + " 4.6615e-04, 2.0904e-03, 1.9137e-04, 1.5728e-03, -1.6731e-03,\n", + " 1.2058e-03, -2.1900e-03, 1.9766e-03, -2.3016e-03, 1.1875e-03,\n", + " -1.4003e-03, -2.4037e-04, 1.1378e-03, -6.7798e-04, 2.5701e-03,\n", + " -6.4769e-04, -2.3915e-03, -2.3310e-03, -1.2159e-03, 2.0487e-03,\n", + " -1.2956e-03, 1.7757e-03, -7.6944e-04, -4.1152e-03, 1.5858e-03,\n", + " -4.7277e-04, -6.1488e-04, 6.4725e-04, -1.4308e-03, -2.3531e-03,\n", + " -3.1443e-03, -1.6067e-03, 2.2642e-03, 9.2018e-05, -7.5677e-04,\n", + " 2.3379e-03, -1.5432e-03, 2.2468e-03, 1.1935e-03, -5.7701e-04,\n", + " 1.7961e-03, 5.8603e-04, 2.8852e-03, 1.8866e-03, -2.3367e-04,\n", + " 6.1445e-04, -1.6887e-03, -1.5743e-03, 1.8171e-03, 1.4193e-04,\n", + " 2.0321e-03, 6.5311e-03, -1.1974e-03, -1.3194e-03, 3.4582e-03,\n", + " -3.5933e-03, 3.0023e-03, 2.1659e-03, 4.5413e-03, 2.5582e-03,\n", + " 9.0278e-05, -2.4386e-03, -3.4979e-04, 3.6338e-03, 1.4382e-03,\n", + " -2.1568e-03, -4.3663e-03, 2.4754e-03, -2.5498e-03, 9.3997e-04,\n", + " -2.9677e-03, -1.1288e-04, -3.2200e-03, -6.3911e-03, -7.9378e-04,\n", + " 1.4907e-03, 1.9312e-03, 1.7382e-03, 5.5153e-03, 2.6058e-03,\n", + " -5.6212e-04, -7.1624e-03, -3.3079e-03, -3.2267e-03, -2.6781e-03,\n", + " -8.1573e-04, -3.5097e-03, -1.5455e-04, 3.6644e-03, 3.8557e-04,\n", + " -1.4939e-03, 1.7009e-03, -1.5032e-03, -5.1180e-03, -3.4543e-03,\n", + " -3.8104e-03, 3.9199e-03, -4.9379e-04, 2.3250e-03, -2.3061e-04,\n", + " -3.7607e-03, -2.2979e-03, 2.6172e-04, -1.8256e-03, -2.8880e-04,\n", + " 1.8799e-03, -6.1913e-04, 2.0894e-03, -6.3174e-04, -2.7680e-03,\n", + " 5.3992e-03, -5.8881e-03, -3.7810e-03, -1.2816e-03, -1.9544e-03,\n", + " 5.9226e-03, 3.8861e-03, 1.9017e-03, 6.4641e-04, 1.3844e-04,\n", + " -3.7377e-03, -2.9628e-03, -3.2913e-03, 1.6391e-03, -5.8727e-05,\n", + " 1.5404e-03, -6.1024e-03, -1.0886e-03, 2.7933e-03, -2.7643e-03,\n", + " 2.3207e-03, 7.5202e-04, -1.8232e-03, -1.0905e-03, -2.9531e-03,\n", + " 1.7102e-03, 2.4259e-03, 1.1053e-03, 4.1845e-03, -4.0787e-03,\n", + " -2.9755e-03, -6.9621e-05, -2.0987e-03, 3.1875e-03, -2.8671e-03,\n", + " 1.6299e-03, -1.8977e-03, -4.6078e-03, -1.3457e-03, 2.6928e-04,\n", + " -3.0464e-03, 5.0422e-04, 2.1132e-03, 1.4270e-03, 1.5166e-03,\n", + " -2.1034e-03, -3.8364e-03, -2.6721e-03, 2.4307e-03, 2.0817e-03,\n", + " -4.3358e-03, 4.2757e-03, 1.0120e-03, -1.9561e-03, 1.3125e-03,\n", + " 2.1250e-03, -3.4695e-03, -5.0647e-06, -3.6495e-03, -7.5881e-04,\n", + " 4.1714e-03, 2.6322e-04, 1.7546e-03, -3.2954e-03, -3.3457e-03,\n", + " -5.6262e-03, 8.2010e-03, 3.1612e-03, 7.9004e-04, -4.1380e-03,\n", + " -1.9747e-03, -9.1793e-04, 4.1773e-03, -6.7487e-03, 1.3533e-03,\n", + " -5.1186e-03, -1.8396e-03, -2.9405e-03, -3.3857e-03, -2.1431e-03,\n", + " 7.9260e-04, -2.1589e-04, 4.4159e-03, -1.0972e-05, 4.7717e-03,\n", + " 5.9975e-03, 3.7115e-03, -5.8263e-03, -1.4897e-03, 4.7102e-03,\n", + " 3.1084e-03, 7.5478e-03, -2.2411e-04, -3.2253e-03, 4.2187e-03,\n", + " 2.8618e-03, 2.2959e-03, -5.5697e-03, 3.3445e-03, 1.9183e-03,\n", + " 4.0987e-03, 4.7633e-03, 2.2716e-03, -3.9922e-03, -1.3958e-03,\n", + " 3.0643e-03, -1.9670e-03, -3.1464e-03, 3.7902e-03, 1.2628e-05,\n", + " -2.9753e-03, -5.7541e-03, -1.0405e-03, -3.4386e-03, -5.8931e-03,\n", + " -2.1823e-03, 4.5738e-03, 2.8360e-03, 5.8113e-03, -1.6444e-03,\n", + " 1.4431e-03, 8.1542e-03, -2.7134e-03, -1.7169e-03, 6.0826e-03,\n", + " -7.4264e-03, 4.8484e-03, 3.1272e-03, 3.5234e-03, 3.5074e-03,\n", + " -2.6778e-03, 1.1519e-04, -4.7536e-03, -1.9328e-03, -2.1680e-03,\n", + " 5.4399e-03, 3.1075e-03, -4.1629e-03, -2.8152e-03, 3.7793e-03,\n", + " 2.2695e-03, -1.7827e-03, -4.8512e-03, -3.5527e-03, -7.5123e-03,\n", + " 4.0221e-03, -4.5522e-03, 2.8002e-03, -3.0477e-03, 1.3327e-03,\n", + " 2.9849e-03, -2.3801e-03, -2.5520e-03, 4.8065e-03, -6.3975e-03,\n", + " 7.9196e-03, 1.7384e-04, -4.7314e-03, 2.7880e-03, -1.1850e-03,\n", + " -1.0632e-03, -2.1725e-04, -8.7743e-04, -4.2044e-03, -3.0908e-03,\n", + " 2.1465e-03, 1.5579e-03, -1.0300e-03, -1.0580e-03, 1.5577e-03,\n", + " 1.1248e-03, 1.0437e-03, -5.8379e-03, -5.8021e-03, -2.5303e-03,\n", + " -1.7506e-03, -4.7767e-03, -1.0677e-03, 2.7741e-04, -1.9355e-03,\n", + " 4.7698e-04, -3.2704e-03, -4.4860e-03, -3.0226e-03, -8.0377e-04,\n", + " -7.2165e-03, -1.1805e-03, -5.2408e-04, -1.8040e-04, 3.6946e-03,\n", + " -5.5780e-03, 5.7287e-03, 2.9305e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1846e-02, -1.5966e-02, -2.5185e-03, 1.7368e-02, 4.4998e-03,\n", + " 1.1848e-02, -2.8886e-02, 1.2425e-02, 1.0899e-02, 8.4834e-03,\n", + " -2.1199e-02, 4.1048e-02, -4.8003e-03, -6.5762e-03, 7.9778e-03,\n", + " -2.3972e-03, 2.3084e-02, 3.4442e-03, -8.7096e-03, 1.7331e-02,\n", + " -3.8939e-02, 1.0137e-02, -1.9057e-02, 1.8962e-02, 3.0741e-03,\n", + " 3.4724e-03, -4.3460e-03, 2.2638e-02, 1.0441e-02, -1.1195e-03,\n", + " -1.5624e-02, -9.6823e-03, 9.0164e-03, 1.8710e-02, -1.4124e-04,\n", + " 8.2189e-03, 2.3824e-02, -2.6610e-03, 1.7518e-02, -4.6827e-04,\n", + " -1.0515e-02, 6.9236e-03, -2.3307e-02, -9.1532e-03, 5.6013e-03,\n", + " -5.5179e-03, 1.2101e-03, 1.7389e-02, -1.7296e-02, -8.6765e-03,\n", + " 1.2589e-02, -1.2351e-02, 2.8404e-04, -9.3721e-03, 1.2362e-02,\n", + " 7.7917e-03, 8.5243e-03, -3.2951e-03, 8.6318e-03, 1.0551e-02,\n", + " -9.4201e-03, -3.4235e-03, 1.2820e-02, -5.0422e-03, -7.6099e-03,\n", + " 1.8674e-02, 1.6889e-02, -4.2810e-02, 2.4798e-02, -9.5092e-03,\n", + " 2.5844e-02, 2.8009e-02, 2.5760e-02, 3.4005e-02, 1.5112e-02,\n", + " -5.8032e-03, 1.9347e-04, 3.2111e-02, 2.3954e-02, -2.5081e-02,\n", + " 4.8949e-02, -1.8388e-02, -6.1394e-03, 1.6829e-02, 2.1744e-02,\n", + " 2.5164e-03, -3.0971e-03, -6.0645e-02, -2.0201e-03, -6.3520e-03,\n", + " 5.3189e-02, -8.8029e-03, 6.3847e-02, -2.3108e-02, 3.8498e-02,\n", + " 8.5939e-03, -4.1927e-03, -1.2824e-02, 4.7934e-02, 3.6646e-02,\n", + " 8.9034e-03, 4.0632e-02, 3.9425e-02, 4.1196e-02, 1.6053e-02,\n", + " 4.0430e-04, -8.2938e-04, 4.1957e-04, -2.0106e-02, -1.0024e-02,\n", + " -5.4938e-02, 5.6365e-03, 2.9249e-02, 2.4535e-02, 2.2612e-02,\n", + " -8.0932e-03, 8.3893e-03, 4.6661e-02, -1.3404e-02, -2.9450e-02,\n", + " 2.4911e-02, 4.0270e-02, 5.3928e-02, -2.8447e-02, -1.8250e-02,\n", + " -4.6100e-03, -2.8984e-02, 1.9148e-03, -1.0659e-02, 2.8959e-02,\n", + " 4.5869e-02, 4.6123e-02, 2.7736e-03, -1.1811e-02, -4.2375e-02,\n", + " -2.2540e-02, 5.8613e-02, -8.9266e-02, 4.7434e-02, -4.7374e-02,\n", + " -2.9692e-03, -7.4403e-03, 7.0546e-02, 9.5363e-02, 1.3098e-02,\n", + " 4.5330e-02, 9.6831e-03, -2.7479e-02, -2.3571e-02, 1.8364e-02,\n", + " 1.9159e-02, -9.5163e-02, -1.1011e-01, 3.0472e-02, -2.9761e-02,\n", + " 6.4891e-03, 4.8856e-03, 1.3839e-02, 4.6193e-02, 1.1449e-02,\n", + " 4.3872e-02, -3.6142e-02, -2.2682e-02, 2.3684e-02, -5.5558e-04,\n", + " -6.8288e-02, -1.3367e-02, 7.0398e-03, -2.1714e-02, 1.0860e-02,\n", + " 1.2706e-02, 8.4849e-03, 6.7254e-02, 6.1996e-02, -1.4439e-02,\n", + " -6.6019e-02, 3.6129e-02, -3.2955e-02, -2.6007e-02, -1.0230e-01,\n", + " 6.2563e-04, -6.7268e-02, -4.7915e-02, 3.9003e-02, 3.9243e-04,\n", + " -1.4249e-02, -4.1063e-02, 2.5285e-02, 4.6021e-02, -2.5360e-04,\n", + " -2.4933e-02, -6.1072e-02, 1.2098e-01, -1.7096e-01, 8.0571e-02,\n", + " 8.5856e-02, 7.7960e-02, 3.1096e-02, 1.8826e-02, 1.2627e-01,\n", + " -4.1742e-02, -1.1553e-02, 1.1238e-01, -2.1274e-03, 3.4666e-02,\n", + " 4.5683e-02, -7.3575e-02, -1.0317e-02, 1.2073e-01, -6.1927e-02,\n", + " -5.0160e-03, 4.9412e-02, 1.0922e-01, 1.2830e-01, -1.0276e-01,\n", + " 6.3105e-04, 5.8686e-02, -1.6816e-01, 1.4066e-01, -5.4086e-02,\n", + " -2.1317e-02, 1.8509e-02, -9.5454e-02, 1.0355e-01, 6.8549e-02,\n", + " 3.1844e-02, -4.9949e-02, -7.4181e-02, 1.6543e-02, 7.2916e-03,\n", + " 7.6032e-02, 1.8320e-02, 5.8019e-02, -1.1559e-01, -1.5078e-02,\n", + " 2.7174e-02, 1.1706e-01, 1.4624e-01, -1.2409e-01, -6.8470e-02,\n", + " -3.2979e-02, 5.9135e-02, -5.6289e-02, -5.3784e-02, 1.2102e-01,\n", + " -8.8813e-02, 5.1569e-02, -8.9610e-02, -3.5393e-02, -6.5452e-02,\n", + " 1.5534e-02, -7.8845e-02, -1.7887e-01, 2.2646e-02, -1.0187e-01,\n", + " -8.8817e-02, 3.4870e-02, -6.0237e-04, -4.4521e-04, 3.6887e-02,\n", + " -2.5904e-02, 1.0667e-02, 1.8988e-02, -1.9602e-02, 1.7461e-02,\n", + " -2.7141e-02, -8.7082e-02, 1.0681e-01, -2.1353e-02, 3.0201e-03,\n", + " 2.3594e-02, 1.8395e-03, -3.1349e-03, -2.1814e-02, 2.2376e-02,\n", + " -9.7261e-03, -4.5504e-02, 3.1774e-02, -2.1399e-02, -2.5844e-02,\n", + " -1.6061e-02, 3.5008e-02, 1.1095e-02, -6.4660e-03, -1.8349e-02,\n", + " 2.3779e-02, 1.3368e-02, -3.7177e-03, -2.7429e-02, -3.8863e-03,\n", + " -1.4893e-02, -1.4715e-02, -7.7808e-03, 2.4676e-02, 3.7680e-02,\n", + " -8.5821e-03, -1.9882e-02, -1.6242e-02, -4.6268e-04, -1.1908e-02,\n", + " 2.4039e-02, 8.7178e-02, -1.3649e-01, 4.9617e-03, -4.4030e-04,\n", + " -4.8237e-02, 2.5201e-03, -1.0389e-02, 5.2212e-03, -9.4300e-03,\n", + " -3.0243e-02, -4.2810e-03, 2.1384e-03, 1.0487e-02, -1.2754e-02,\n", + " -2.0038e-03, -1.4805e-02, -3.3247e-03, -3.9333e-03, 3.8311e-03,\n", + " 2.8257e-02, -2.6182e-02, 5.9667e-04, -3.4245e-02, 1.4806e-02,\n", + " -1.9942e-02, -2.5471e-02, -8.0341e-03, 4.0225e-03, -1.5864e-02,\n", + " 2.4660e-02, -4.3087e-02, -2.6333e-02, -1.6705e-02, 1.3818e-02,\n", + " 3.3802e-03, -5.9018e-03, -1.7723e-02, -1.1208e-02, 1.4127e-02,\n", + " 2.7625e-03, -7.5833e-03, -2.1577e-02, 1.7228e-03, 5.6706e-03,\n", + " -3.2110e-02, -3.9494e-02, 8.5218e-03, 1.5535e-02, -4.9844e-03,\n", + " -9.0353e-03, 1.2282e-03, 1.4878e-02, 1.1737e-02, 1.4293e-02,\n", + " 2.7174e-02, 7.5295e-03, -1.0185e-02, 1.5687e-02, 5.8180e-03,\n", + " 4.1145e-02, 2.6731e-02, -1.3129e-02, 2.9551e-02, 1.3799e-03,\n", + " -3.1732e-02, -1.9769e-02, 1.3795e-02, 1.2538e-02, -5.1581e-03,\n", + " -1.0482e-02, 2.1499e-02, 1.1427e-02, -1.4188e-02, -4.4566e-02,\n", + " 1.9103e-03, 9.4643e-03, -3.1949e-02, -7.3271e-03, 3.0221e-03,\n", + " -4.1245e-03, 3.0982e-02, 4.8438e-03, -1.8660e-02, -2.1112e-04,\n", + " -2.5454e-03, 1.1290e-02, -3.5558e-03, 3.9270e-03, 8.4873e-03,\n", + " 1.0057e-02, -2.0127e-02, 3.0911e-04, -1.7720e-02, 4.6843e-03,\n", + " -2.2901e-02, 1.8614e-02, -1.2970e-02, 2.8666e-02, -9.2637e-05,\n", + " -1.0508e-02, -7.8812e-04, -5.3430e-03, 5.9166e-03, 1.6544e-02,\n", + " 2.2383e-03, 5.5575e-03, 1.6490e-02, -1.3016e-02, 4.7168e-03,\n", + " 5.1623e-02, -8.9602e-03, 2.3291e-03, -1.1716e-02, 2.9058e-03,\n", + " 4.2935e-04, -2.6187e-03, 9.9092e-03, -1.4734e-03, -1.1180e-02,\n", + " -9.4086e-03, 7.7801e-02, 1.2836e-02, -4.0152e-03, -8.0667e-03,\n", + " -7.7274e-03, -2.0184e-02, -5.3765e-02, 1.0017e-02, 7.8626e-04,\n", + " -1.3766e-02, -1.2000e-03, -5.8781e-03, -6.3563e-04, 6.5010e-03,\n", + " -2.3467e-03, 4.2076e-03, 1.5466e-03, -7.6122e-02, 2.6407e-03,\n", + " 6.9755e-03, -8.4282e-03, -1.3767e-04, 1.0204e-02, 1.2757e-02,\n", + " -6.3970e-03, -1.1359e-02, -1.3092e-02, 2.2643e-02, 4.3713e-03,\n", + " 1.7922e-02, -1.3334e-02, -2.0863e-03, 2.1439e-02, -1.3545e-02,\n", + " 7.1561e-04, 2.7254e-03, 2.7147e-02, 1.5506e-02, 1.6644e-02,\n", + " 1.7676e-02, -8.9060e-03, 1.7381e-02, -1.3712e-02, -4.9186e-03,\n", + " -1.4056e-02, 9.0972e-02, 7.5266e-03, -1.3755e-03, -4.9801e-03,\n", + " -3.1973e-03, -5.5517e-03, 1.6105e-02, 5.9129e-04, -1.1829e-03,\n", + " -1.5332e-03, -1.2526e-02, -7.0158e-03, 4.2903e-03, -1.5447e-02,\n", + " -5.3238e-02, -2.6576e-03, 1.2660e-02, -5.9678e-03, 5.6506e-03,\n", + " 1.8551e-03, -9.0775e-03, 3.7992e-03, 1.3481e-02, -3.8233e-02,\n", + " 9.6478e-04, -1.4476e-04, 4.0309e-02, 3.7223e-02, 3.6956e-02,\n", + " -2.1685e-02, 1.3374e-02, 1.1766e-02, 8.7635e-03, 2.1738e-02,\n", + " -3.2871e-03, 1.5527e-02, -1.6137e-02, -1.6866e-02, 1.1110e-02,\n", + " 1.6648e-04, 3.3665e-03, 4.4459e-03, 1.3372e-03, -2.3585e-03,\n", + " -1.9179e-02, -1.5012e-02, -1.4410e-02, 2.8350e-02, 5.1068e-02,\n", + " 2.8984e-02, 4.6617e-02, -1.4239e-02, 2.7575e-03, 2.4485e-02,\n", + " 2.6005e-02, 3.4042e-03, 3.4201e-02, -4.6230e-02, 3.9265e-03,\n", + " 6.0602e-03, -2.2359e-02, 1.5205e-02, -1.7860e-02, 8.2818e-04,\n", + " -2.4936e-02, 1.9048e-02, 3.1456e-02, 5.7181e-02, 6.8213e-02,\n", + " -3.1080e-02, -1.2523e-02, 1.5584e-02, 8.4347e-03, -6.3469e-02,\n", + " -3.7000e-02, 2.2048e-02, -3.2789e-02, -3.3742e-03, -3.1994e-02,\n", + " 3.2624e-02, -3.3866e-02, -3.9594e-02, 5.5849e-03, -3.1851e-02,\n", + " 6.8542e-04, 2.9719e-02, -2.3328e-02, -7.5136e-03, 2.0232e-03,\n", + " 2.1443e-03, -2.0598e-02, -1.6648e-02, 4.4909e-03, -2.7970e-02,\n", + " -1.4109e-02, -2.4393e-02, 2.3685e-02, 5.2814e-03, -5.2184e-03,\n", + " 1.6651e-02, -5.2469e-02, -6.0397e-03, 2.5229e-02, -6.2122e-03,\n", + " 1.0260e-02, 2.3572e-03, 4.4244e-02, 1.8726e-02, 5.7825e-02,\n", + " -3.1443e-03, -3.4260e-03, 8.2747e-03, 2.3426e-03, 1.8275e-02,\n", + " 1.2710e-02, 9.4655e-03, 2.5760e-03, -1.4016e-02, 2.7738e-02,\n", + " 1.9419e-02, -3.1634e-03, 2.8568e-03, 6.4037e-02, 7.6945e-03,\n", + " 1.9344e-02, 2.9577e-03, 2.7470e-02, -9.7138e-03, 2.7076e-02,\n", + " 1.5827e-02, 1.4701e-02, 4.0192e-03, -1.1959e-02, 8.9797e-03,\n", + " 3.5282e-02, -1.0493e-02, 3.3898e-02, 3.4781e-03, -1.2718e-02,\n", + " 3.3890e-04, 3.6987e-02, -1.9515e-02, -4.9023e-03, 7.1703e-04,\n", + " -2.2049e-02, -3.9629e-02, -2.4948e-03, 5.0526e-04, 3.2689e-02,\n", + " 5.5008e-03, 5.5463e-03, -9.7768e-04, -1.0300e-02, -9.3307e-03,\n", + " -2.8630e-02, -1.8397e-02, 5.4971e-02, -3.1229e-02, 2.3871e-02,\n", + " -8.3210e-03, 1.1767e-02, 2.0467e-02, 9.0868e-02, 1.0667e-02,\n", + " -3.0201e-03, 1.4154e-02, 2.0389e-02, 3.8981e-03, -2.0717e-02,\n", + " -4.2882e-02, -7.1133e-03, 9.1462e-03, 5.2071e-03, -4.7550e-02,\n", + " -8.4543e-03, 1.5704e-01, -6.4135e-02, 3.3734e-02, 9.6351e-02,\n", + " -7.9447e-02, -4.4699e-03, 4.1603e-02, 7.4620e-02, -1.2088e-02,\n", + " 2.0439e-02, -1.1951e-01, 8.4076e-02, -1.0768e-01, -4.4306e-02,\n", + " -5.3092e-03, -1.4551e-02, -4.9479e-02, 9.8071e-02, 1.0118e-02,\n", + " -1.6170e-01, -1.3876e-02, -1.7088e-02, 1.2246e-01, 5.7809e-02,\n", + " 4.1270e-02, -6.5692e-02, 9.8692e-02, 3.4693e-02, -1.7254e-01,\n", + " -5.5332e-02, 6.6207e-02, 1.6314e-03, -5.5481e-02, 5.4353e-02,\n", + " 2.1734e-02, -7.7116e-02, 1.0440e-01, 2.5032e-01, 3.9476e-02,\n", + " -5.4532e-02, 1.0968e-01, 8.6691e-02, -5.2934e-02, 9.1640e-02,\n", + " -2.4301e-02, -3.6372e-02, 6.7697e-02, 4.8169e-02, -4.8297e-02,\n", + " -1.1262e-01, -9.9945e-02, -5.4394e-02, 1.3241e-01, -2.0146e-02,\n", + " 2.8016e-02, -2.7453e-02, -1.1130e-01, 6.0655e-04, 2.2879e-02,\n", + " 8.5756e-02, -5.3771e-02, -6.8785e-02, 6.6004e-02, 1.4026e-02,\n", + " 2.9383e-03, 8.8808e-03, -2.1255e-02, -1.0908e-02, 5.4126e-03,\n", + " 1.2434e-02, -6.4326e-03, -1.6649e-02, 6.6495e-03, 7.7451e-03,\n", + " 1.3492e-02, -6.7088e-05, 2.4545e-02, 9.4525e-03, 1.4416e-02,\n", + " -8.1362e-03, 1.3218e-02, 6.9418e-03, -1.8743e-02, -3.7178e-03,\n", + " -4.1867e-03, -1.5496e-02, 1.3708e-02, 9.0792e-03, -1.9774e-02,\n", + " 2.7683e-02, -1.7151e-02, 3.0963e-03, 1.6400e-02, 2.2140e-02,\n", + " 5.0949e-04, -2.6157e-03, -1.2643e-02, -1.1106e-03, -4.1675e-03,\n", + " -8.0546e-03, -6.8656e-03, -5.0452e-03, -6.6031e-03, -3.5739e-02,\n", + " 1.9552e-02, 1.6761e-03, 8.8193e-03, -4.4157e-03, 2.6966e-02,\n", + " 2.0765e-02, -2.1134e-02, 4.1760e-03, 1.0402e-02, 1.2234e-02,\n", + " 2.1145e-02, 3.6980e-03, 2.1845e-03, 1.1664e-02, 4.6397e-03,\n", + " -1.2952e-02, 2.6249e-02, 4.7067e-03, -2.9900e-03, 6.0352e-04,\n", + " -1.9949e-02, -6.2706e-03, -2.2058e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.1106e-03, -1.6662e-02, 2.8129e-02, -1.1661e-02, 1.9426e-02,\n", + " -4.3165e-02, -1.6972e-02, 8.5761e-03, -1.3620e-02, 1.3164e-02,\n", + " 2.5706e-02, 5.2135e-02, 5.1409e-02, -3.1391e-02, -1.7878e-02,\n", + " 3.1021e-02, 3.1799e-02, -1.1299e-02, -2.4911e-03, -2.3036e-03,\n", + " -5.2740e-04, 1.7470e-02, -1.6862e-02, 1.8517e-02, 2.4118e-03,\n", + " 4.8218e-03, -5.2095e-03, 2.4101e-02, 1.2749e-02, 5.5508e-02,\n", + " 1.7418e-02, 2.9756e-02, 1.2749e-02, 1.0706e-02, -6.3455e-03,\n", + " 1.9783e-02, -5.0760e-02, 2.1304e-02, -1.2546e-03, -8.7508e-03,\n", + " -4.0553e-02, -2.2539e-02, 3.7856e-02, 3.2382e-02, -6.1355e-03,\n", + " 4.0602e-02, -2.4438e-04, -2.7032e-02, 2.5605e-02, -3.0222e-02,\n", + " 1.7277e-02, 1.3931e-02, 5.6328e-05, 1.3000e-02, 5.1992e-02,\n", + " -2.0816e-02, 8.1404e-03, -1.1895e-02, -1.3654e-02, 1.9814e-02,\n", + " 6.9321e-03, 3.2629e-02, -4.0651e-02, -3.6734e-02, -4.0667e-02,\n", + " -1.6849e-02, 1.3267e-03, -1.5676e-02, -2.6850e-02, 4.2703e-02,\n", + " 2.3613e-02, -7.3954e-03, 3.5708e-03, -3.5703e-04, -1.1637e-02,\n", + " -2.9941e-03, -1.5430e-03, -1.3562e-01, 3.1944e-02, -1.1862e-02,\n", + " 2.9769e-02, 5.9416e-02, 5.2125e-03, 2.5118e-02, 3.7975e-02,\n", + " -4.5065e-02, 3.1493e-02, -3.9013e-02, -9.5938e-03, -3.8016e-02,\n", + " -3.1190e-02, -2.9156e-02, 5.9117e-02, 2.1413e-02, 3.2264e-02,\n", + " 4.9366e-02, -6.8851e-02, 6.2553e-02, 2.6906e-02, 1.2345e-03,\n", + " 1.3393e-03, 4.6447e-03, -4.0998e-02, 5.4100e-03, -1.0036e-02,\n", + " -1.3920e-01, 8.6528e-04, -6.4033e-02, 3.6806e-02, -1.7127e-02,\n", + " 2.9516e-02, 2.6191e-02, -2.0207e-03, 1.8130e-02, 4.5459e-02,\n", + " 1.5491e-02, 8.3099e-04, 1.4588e-02, 2.6253e-02, -2.9965e-02,\n", + " -2.2486e-02, -1.4014e-01, 1.8605e-02, 2.5283e-02, 4.8678e-02,\n", + " -7.6577e-05, -6.2218e-02, 4.0730e-02, 3.7139e-02, 5.9683e-02,\n", + " -3.6661e-02, -1.0702e-02, -3.2246e-02, -1.1850e-02, -1.4511e-02,\n", + " -2.4449e-02, -4.9342e-02, -4.6695e-02, 3.0369e-02, -6.5630e-02,\n", + " -1.0510e-02, -5.9869e-03, -1.9450e-02, 3.0225e-02, -1.9764e-03,\n", + " -1.8826e-01, -2.8546e-02, 6.3197e-03, -4.3429e-02, 4.2252e-02,\n", + " -2.0854e-03, 4.4828e-02, 1.6890e-02, 1.1577e-02, -6.5132e-03,\n", + " -3.4443e-02, 1.7750e-02, -8.4627e-03, 4.4517e-02, 1.2987e-01,\n", + " -6.4313e-03, 8.4332e-04, 4.1464e-02, -1.7245e-02, 2.9594e-02,\n", + " 2.1931e-02, -3.3706e-02, -9.9372e-03, 1.0293e-01, 2.6053e-02,\n", + " -2.7187e-03, -2.8572e-02, 3.4528e-03, -6.2512e-03, 8.2195e-03,\n", + " 1.4769e-01, -4.1167e-02, 2.0838e-02, 9.0840e-03, 4.7015e-02,\n", + " -1.8315e-03, -1.9426e-02, -1.8429e-03, 8.9008e-03, -2.2839e-02,\n", + " 2.0978e-02, 2.5496e-02, 1.8353e-02, -3.8730e-03, 6.1036e-03,\n", + " -2.0752e-02, 4.5022e-02, 4.3447e-02, 1.5677e-02, -5.9412e-02,\n", + " -1.1307e-03, -2.6940e-02, -1.6979e-02, -2.2154e-02, 3.5033e-02,\n", + " 3.1174e-02, 2.7226e-02, -6.8110e-02, 8.5845e-03, 3.4517e-02,\n", + " -1.6362e-02, -2.0827e-02, -5.3332e-03, 3.7827e-03, -1.9387e-02,\n", + " 1.4305e-02, 2.8575e-02, -3.9743e-02, -7.7415e-03, -2.9861e-02,\n", + " -8.3421e-02, -1.0913e-01, 3.7891e-03, -8.3858e-02, -1.8296e-02,\n", + " -4.8186e-02, -1.7911e-03, -4.4583e-03, -3.1419e-02, 1.5744e-02,\n", + " -1.2721e-01, -5.1122e-02, -3.9277e-02, -1.6702e-02, -2.9220e-02,\n", + " 3.2282e-03, 2.0878e-04, 3.8301e-02, -1.7112e-03, 3.3616e-02,\n", + " 1.7975e-02, -2.1153e-02, -3.7305e-02, 1.5211e-02, -1.7772e-02,\n", + " -2.4285e-03, 3.6235e-02, -2.7878e-03, -1.3022e-02, -2.7255e-02,\n", + " -1.2491e-01, -2.0104e-02, 4.6304e-02, -3.8816e-03, -1.5078e-02,\n", + " -1.0748e-02, 3.7291e-02, 1.7175e-02, 3.2090e-02, 1.9031e-02,\n", + " 4.9616e-02, -2.0418e-02, 2.6614e-02, 4.2312e-02, 2.0153e-02,\n", + " 1.0902e-02, 4.4888e-02, 2.9573e-02, 3.3193e-02, -4.9403e-02,\n", + " 1.2298e-02, 5.5201e-03, 4.7114e-02, -5.3249e-02, 2.6612e-02,\n", + " -6.0266e-02, 2.2938e-02, 1.8685e-02, 2.2884e-02, 7.8969e-03,\n", + " 3.2598e-03, -3.8743e-02, -2.9409e-02, 3.1590e-03, 1.9425e-02,\n", + " -4.1315e-02, 4.2738e-03, -2.2428e-02, -6.8932e-02, 7.8422e-03,\n", + " 5.1816e-03, 3.1129e-02, -2.1884e-02, -5.8113e-02, 1.7046e-02,\n", + " -1.0557e-03, -1.3092e-02, 3.2578e-03, -1.0158e-02, 3.1591e-02,\n", + " -5.6330e-02, -4.6023e-02, 2.6341e-02, 1.2613e-02, -4.7474e-03,\n", + " -9.9730e-03, 2.7239e-03, 2.2451e-02, 7.0004e-03, -2.7478e-02,\n", + " 1.2175e-02, -6.0747e-02, -5.2408e-03, -3.0732e-01, -9.2820e-03,\n", + " -1.2929e-02, 3.8474e-02, 5.5867e-03, -1.1137e-02, -3.2167e-02,\n", + " 4.0823e-02, 8.8421e-03, 1.8734e-02, -1.4862e-02, -2.3470e-02,\n", + " 1.3714e-02, -5.5574e-03, 1.3218e-02, -1.1096e-02, 1.2098e-02,\n", + " -2.0597e-02, -2.3047e-03, -9.9169e-03, -3.5705e-02, 5.1122e-03,\n", + " 2.2167e-02, -6.8570e-02, 6.1820e-02, -2.7061e-02, 1.0457e-02,\n", + " -2.5239e-02, -2.7860e-02, 2.5824e-02, 2.5326e-02, -3.2769e-03,\n", + " -7.9099e-03, -2.3629e-02, -3.4575e-02, -1.7959e-02, 1.6760e-02,\n", + " -3.8497e-02, -2.1770e-02, -1.1711e-02, 3.5421e-03, -2.8604e-02,\n", + " 1.8475e-02, 5.0897e-03, 9.3578e-03, -4.2266e-02, -2.2086e-02,\n", + " -4.9393e-02, 3.5325e-03, -1.5543e-02, -7.8523e-03, 5.3721e-03,\n", + " -3.5901e-02, -1.0190e-02, -3.5821e-02, 1.8389e-02, -1.8924e-02,\n", + " -1.6740e-02, -1.6516e-02, -1.0308e-02, 3.5810e-03, 9.1859e-02,\n", + " -3.2892e-02, -1.3849e-02, -1.1857e-02, -1.3374e-03, -3.0430e-02,\n", + " -1.3836e-02, -1.3117e-02, -7.4096e-04, 5.9619e-02, -3.6629e-03,\n", + " -3.9199e-03, -2.7948e-02, 2.2435e-02, 6.3295e-03, -5.8458e-03,\n", + " -1.2090e-02, 3.6590e-03, -1.1707e-02, -3.9679e-02, 1.1745e-02,\n", + " 1.6058e-02, -1.8446e-02, 2.3696e-02, -1.7233e-02, 5.2104e-03,\n", + " -3.5320e-02, -2.3309e-02, 1.8095e-02, 2.6758e-02, -2.1122e-02,\n", + " 2.7242e-02, 9.8594e-02, 2.3646e-02, -1.9386e-02, -1.9321e-02,\n", + " -5.4868e-03, 1.4831e-02, -1.6201e-02, -1.5017e-02, -5.7931e-04,\n", + " 6.0867e-02, 1.2768e-02, -2.2610e-02, 5.8817e-02, -8.3855e-03,\n", + " -5.7012e-02, 1.3007e-02, 6.6761e-02, 3.9518e-03, 5.2951e-02,\n", + " -4.4753e-03, 9.4536e-04, -7.2492e-03, 8.5263e-03, 2.0755e-02,\n", + " 2.0744e-02, 3.0941e-02, -2.6425e-02, -2.3417e-02, 3.0535e-02,\n", + " 3.9700e-02, 1.0390e-02, -3.6310e-02, 7.6953e-03, 1.2132e-02,\n", + " -2.5242e-02, 4.3446e-03, -6.9890e-02, 1.7475e-02, -4.5110e-02,\n", + " 4.1230e-02, -2.2568e-02, 5.5651e-03, -6.5448e-02, 1.0580e-02,\n", + " 1.0913e-02, -3.0306e-02, 5.5591e-03, 2.7599e-02, -1.2472e-02,\n", + " -4.8092e-02, 2.1905e-02, -8.9662e-04, -4.5748e-03, -2.8306e-02,\n", + " -3.9927e-03, 3.3272e-03, 3.4582e-03, -4.5498e-02, -1.8660e-02,\n", + " 4.4917e-02, -6.1947e-02, -1.0543e-02, 2.8748e-02, 1.1733e-02,\n", + " 2.9731e-02, 5.2179e-03, -2.3764e-02, -8.4452e-02, 5.2582e-02,\n", + " -8.8395e-03, -2.9887e-04, -3.4412e-02, -1.6295e-02, -4.5526e-03,\n", + " 4.2639e-02, -6.7608e-02, -3.0711e-02, 2.6658e-02, -1.3050e-02,\n", + " 7.7183e-03, -4.2244e-02, 5.8552e-02, -2.4635e-02, 2.8152e-02,\n", + " 1.3844e-02, -1.9675e-02, 8.3360e-03, 5.6575e-03, -3.1763e-02,\n", + " -1.7159e-02, -1.1896e-02, -5.4355e-02, -2.0079e-02, -2.0574e-02,\n", + " -1.8482e-02, -3.7904e-02, -1.0779e-02, 1.0402e-02, -1.5722e-02,\n", + " 4.0693e-03, 1.1113e-02, 1.8726e-02, 4.6024e-02, 6.2269e-02,\n", + " -7.6313e-03, 4.1708e-02, 5.7507e-03, -1.4660e-02, -1.3657e-02,\n", + " -5.4190e-02, -5.8074e-03, -1.5182e-03, 2.3272e-02, 2.9658e-03,\n", + " 2.8405e-02, -2.0817e-02, -3.7522e-02, 2.2247e-02, -2.5562e-03,\n", + " 1.8379e-02, 2.9477e-02, 1.7028e-02, 1.8180e-02, -4.2543e-02,\n", + " 2.4481e-02, 2.6903e-03, 1.9152e-02, 1.4732e-02, 5.2753e-02,\n", + " -7.7181e-03, 1.0379e-02, -1.6166e-02, -2.9812e-02, 3.1724e-02,\n", + " 1.1565e-02, 2.4720e-03, 6.6390e-02, -2.9902e-03, -4.4039e-02,\n", + " 2.8813e-02, -1.7389e-01, -4.4833e-03, -2.9205e-02, 4.2489e-02,\n", + " 4.9164e-03, 4.1683e-03, -2.6704e-02, 2.4899e-02, 3.3303e-02,\n", + " -1.7543e-02, 2.4048e-02, -6.3340e-03, -7.5371e-03, 6.8134e-03,\n", + " -2.4302e-02, 2.7359e-02, -1.9777e-03, -1.1004e-02, -9.6518e-03,\n", + " -6.1936e-03, -2.9943e-02, 1.2476e-02, 2.0291e-02, -1.7495e-02,\n", + " -1.0485e-02, 9.7243e-03, 7.3126e-05, -8.5339e-03, -5.5106e-03,\n", + " 2.2536e-02, 1.3883e-02, -1.0081e-02, -2.8716e-02, 4.2795e-02,\n", + " -1.8810e-03, -2.8507e-02, -1.5087e-01, 2.2193e-02, 3.2896e-02,\n", + " 1.7460e-02, 4.4089e-03, 5.5565e-02, 1.0227e-02, 1.5924e-02,\n", + " 2.5085e-03, 9.8956e-03, -2.2414e-02, -2.8115e-02, 7.5812e-03,\n", + " 2.3528e-02, 3.7320e-02, 1.4091e-02, 6.0823e-02, 7.9217e-03,\n", + " 2.7230e-02, 4.4573e-03, 4.1608e-02, 4.4248e-02, -2.5535e-04,\n", + " -3.9854e-02, 1.7753e-02, -3.1401e-02, 6.2688e-02, 7.6033e-03,\n", + " 4.3537e-02, 3.5422e-03, 3.8292e-02, -1.8321e-02, -1.5623e-02,\n", + " -1.4596e-02, 1.7968e-02, 1.2783e-02, -1.0162e-03, -5.1072e-02,\n", + " 1.9125e-02, -1.8530e-02, -2.7802e-02, -3.1512e-02, -2.8024e-02,\n", + " 2.1651e-02, 2.1417e-02, -1.6949e-03, 4.4281e-02, -3.1144e-02,\n", + " 4.1121e-02, 1.0443e-02, 2.9746e-03, 3.0153e-02, 2.4939e-02,\n", + " 4.8033e-03, -4.2075e-03, 1.9628e-02, -2.6112e-02, -3.7043e-02,\n", + " 5.2213e-02, -4.7460e-03, 2.9167e-02, -4.8235e-02, 1.2244e-02,\n", + " -6.2949e-03, -1.5654e-02, 4.5905e-03, -6.3950e-02, 1.1996e-03,\n", + " 1.6178e-02, 4.3849e-02, -4.3670e-02, 2.5790e-02, 1.9986e-02,\n", + " 1.2233e-02, 5.3127e-02, -4.7537e-02, 6.3892e-02, -1.2306e-01,\n", + " -1.8763e-02, 3.6784e-02, 1.2247e-02, -3.3563e-03, 1.6494e-02,\n", + " 1.2450e-02, 4.7146e-03, -3.8651e-03, -4.7934e-02, 1.9080e-02,\n", + " -1.1041e-02, -1.4216e-02, 1.3812e-03, 1.9188e-02, 7.2914e-03,\n", + " -1.1935e-01, -4.3050e-02, -2.1662e-02, -1.0716e-03, 2.9766e-02,\n", + " -1.9424e-02, 5.8247e-02, 3.6539e-02, -7.7072e-03, 9.1315e-03,\n", + " -2.7617e-02, 2.4536e-02, 4.5506e-02, 4.1027e-02, -1.1658e-02,\n", + " 7.8855e-02, -3.6165e-02, -3.6825e-02, -1.7130e-02, 7.3054e-03,\n", + " -2.6954e-02, 8.5012e-03, 2.8637e-02, -1.4320e-02, -4.3627e-03,\n", + " -7.8156e-03, 2.6693e-02, -7.2972e-03, 1.7889e-02, -3.1818e-02,\n", + " 1.7013e-02, 1.0948e-02, -1.9654e-03, 6.3723e-02, -3.8268e-02,\n", + " 1.3544e-02, 4.9978e-03, 2.5393e-02, -1.0683e-02, -2.5338e-03,\n", + " 9.0174e-03, 4.9625e-02, 1.0146e-02, -6.3194e-04, -3.9211e-03,\n", + " 2.7817e-02, 1.4971e-02, -1.0739e-02, 1.3668e-02, -2.3081e-03,\n", + " -2.8278e-03, 1.1369e-02, 5.8474e-03, -1.6771e-02, 7.8686e-03,\n", + " -3.2327e-02, 5.6396e-03, -8.7094e-04, 3.1780e-02, -9.8636e-03,\n", + " -1.8718e-02, 2.0811e-02, 1.4764e-03, 5.2273e-03, 5.3324e-02,\n", + " -1.8688e-02, 3.2706e-03, 3.4752e-02, -2.2398e-02, -8.4778e-03,\n", + " 3.3850e-02, 2.9346e-02, 1.2651e-02, 5.0670e-02, 3.9840e-03,\n", + " -1.0369e-02, -5.9367e-02, 4.1794e-03, -2.8161e-02, -1.6118e-02,\n", + " 1.2228e-02, 1.5572e-02, -1.4208e-02, 1.7449e-02, -9.2614e-03,\n", + " -2.0582e-02, 1.8352e-02, 1.6113e-02, -2.0947e-02, 8.1029e-03,\n", + " -8.2242e-03, 5.0418e-04, -2.0142e-02, -3.3057e-02, -3.4777e-02,\n", + " -3.6813e-02, 1.8854e-02, -2.8563e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.9803, 0.9600, 0.9637, 0.9604, 0.9801, 0.9852, 0.9647, 0.9732, 0.9504,\n", + " 0.9455, 0.9436, 0.9255, 0.9688, 1.0137, 0.9696, 0.9470, 0.9541, 0.9688,\n", + " 0.9607, 1.0129, 0.9547, 0.9994, 0.9589, 0.9626, 0.9611, 0.9477, 0.9662,\n", + " 0.9719, 0.9322, 0.9335, 0.9369, 0.9528, 0.9770, 0.9756, 0.9897, 0.9819,\n", + " 0.9536, 0.9590, 0.9787, 0.9738, 0.9538, 0.9587, 0.9712, 0.9642, 0.9438,\n", + " 0.9498, 1.0307, 0.9679, 1.0027, 0.9406, 0.9837, 0.9559, 0.9979, 1.1031,\n", + " 0.9686, 0.9263, 0.9452, 0.9659, 0.9413, 0.9576, 0.9359, 0.9370, 0.9980,\n", + " 0.9974, 0.9423, 0.9729, 0.9564, 0.9696, 0.9510, 0.9692, 0.9297, 0.9385,\n", + " 0.9804, 0.9449, 0.9775, 0.9626, 0.9228, 1.0288, 0.9424, 0.9509, 0.9548,\n", + " 0.9650, 0.9689, 0.9409, 0.9266, 0.9493, 0.9271, 0.9496, 0.9633, 0.9474,\n", + " 0.9221, 0.9368, 1.0719, 0.9362, 0.9120, 0.9327, 0.9805, 0.9780, 0.9435,\n", + " 0.9650, 0.9611, 0.9778, 0.9410, 0.9220, 0.9338, 0.9258, 0.9603, 0.9560,\n", + " 0.9592, 0.9082, 0.9853, 0.9520, 0.9934, 0.9540, 0.9563, 0.9451, 0.9476,\n", + " 0.9514, 0.9340, 0.9333, 0.9702, 0.9847, 0.9719, 0.9346, 0.9551, 0.9391,\n", + " 0.9346, 0.9403, 0.9532, 0.9582, 0.9530, 0.9402, 0.9986, 0.9437, 0.9454,\n", + " 0.9636, 0.9635, 0.9413, 0.9591, 1.0226, 0.9780, 1.0014, 0.9647, 0.9678,\n", + " 0.9492, 1.6253, 0.9576, 0.9485, 0.9356, 0.9474, 0.9285, 0.9583, 0.9150,\n", + " 0.9747, 0.9430, 0.9546, 0.9734, 0.9274, 0.9657, 0.7153, 0.9681, 0.9739,\n", + " 0.9174, 0.9704, 0.9418, 0.9686, 0.9454, 0.9472, 1.0759, 0.9786, 0.9575,\n", + " 0.9711, 0.9533, 0.9908, 0.9516, 1.1062, 0.9354, 0.9426, 0.9342, 0.9759,\n", + " 0.9367, 0.9638, 0.9678, 0.9765, 0.9713, 0.9399, 0.9780, 0.9913, 0.9411,\n", + " 0.9455, 0.9663, 0.9835, 1.0152, 0.9460, 0.9781, 0.9700, 0.9741, 0.9605,\n", + " 0.9640, 0.9187, 0.9634, 0.9850, 1.0016, 0.9605, 0.9603, 0.9360, 0.9766,\n", + " 0.9278, 0.9646, 0.9340, 0.9414, 0.9418, 0.9673, 0.9214, 0.9628, 0.9654,\n", + " 0.7206, 0.9750, 1.0360, 0.9498, 0.9643, 0.9835, 0.9611, 0.9453, 0.9653,\n", + " 0.8490, 0.9403, 0.9093, 0.9467, 0.9648, 0.9366, 0.9508, 0.9617, 0.9487,\n", + " 0.9525, 0.9502, 0.9520, 0.9478, 0.9458, 0.9259, 0.9569, 0.9503, 0.9342,\n", + " 0.9487, 0.9456, 0.9198, 0.9545, 0.9189, 0.9100, 0.8780, 0.9456, 1.0188,\n", + " 0.9469, 0.9496, 0.9664, 0.9517, 0.9474, 0.9560, 0.9190, 0.9289, 0.9610,\n", + " 0.9351, 0.9734, 0.9570, 0.9909, 0.9696, 0.9253, 0.9586, 0.9377, 0.9574,\n", + " 0.9543, 0.9445, 0.9448, 0.9551, 0.9861, 0.9357, 0.9279, 0.9654, 0.9544,\n", + " 0.9458, 0.9271, 0.9550, 0.9478, 0.9429, 0.9704, 0.9679, 0.9450, 0.9801,\n", + " 0.9430, 0.9503, 0.9784, 0.9588, 0.9584, 0.9361, 0.9489, 0.9109, 0.8780,\n", + " 1.0235, 0.9803, 0.9438, 0.9749, 0.9752, 0.9540, 0.9603, 1.0577, 0.9784,\n", + " 0.9325, 0.9625, 2.9968, 0.9347, 0.9097, 0.9354, 0.9362, 0.9823, 0.9857,\n", + " 0.9476, 0.9624, 0.9356, 0.9428, 0.9555, 0.9447, 0.9380, 0.9207, 0.9380,\n", + " 0.9432, 0.9540, 0.9536, 0.9403, 0.9371, 0.9302, 0.9234, 0.8713, 0.9428,\n", + " 0.9738, 0.9571, 0.9547, 0.9450, 0.9506, 0.9701, 0.9686, 0.9088, 1.0202,\n", + " 0.9549, 0.9366, 0.9495, 1.0086, 0.9502, 0.9595, 0.9448, 0.9581, 0.9719,\n", + " 0.9667, 0.9312, 0.9766, 0.9612, 0.9701, 0.9557, 0.9310, 0.9448, 0.9436,\n", + " 0.9655, 0.9420, 0.9507, 0.9503, 0.9620, 0.9638, 0.9427, 0.9455, 0.9614,\n", + " 0.9319, 0.9631, 0.9889, 0.9676, 0.9360, 0.9679, 0.9588, 0.9402, 0.9587,\n", + " 0.9321, 0.9602, 0.9712, 1.1794, 0.9515, 0.9765, 0.9445, 0.9376, 0.9764,\n", + " 0.9741, 0.9851, 0.9733, 0.9154, 0.9476, 0.9585, 0.9437, 0.9728, 0.9696,\n", + " 0.9303, 0.9575, 0.9517, 0.9531, 0.9348, 0.9586, 0.9289, 0.9690, 0.9374,\n", + " 0.9464, 0.9586, 0.9375, 0.9575, 0.9683, 0.9699, 0.9256, 0.9498, 0.9869,\n", + " 0.9342, 0.9396, 0.9518, 0.9519, 0.9437, 0.9504, 0.9421, 0.9314, 0.9705,\n", + " 0.9519, 0.9477, 0.9443, 0.9345, 0.9736, 0.9602, 0.9522, 0.9386, 0.9297,\n", + " 0.9420, 0.9370, 0.9438, 0.9607, 0.9393, 0.9488, 0.9747, 0.9740, 0.9539,\n", + " 0.9719, 0.9376, 1.0158, 0.9513, 0.9557, 0.9795, 0.9502, 0.9329, 0.9272,\n", + " 0.9337, 0.9690, 1.0126, 0.9718, 0.9560, 0.9508, 0.9295, 0.9750, 0.9184,\n", + " 0.9630, 0.9436, 0.9183, 0.9682, 0.9579, 0.9582, 0.9719, 0.9593, 0.9649,\n", + " 0.9551, 0.9201, 0.9851, 0.9559, 0.9730, 0.9563, 0.9155, 0.9522, 0.9568,\n", + " 0.9531, 0.9582, 0.9442, 0.9689, 0.9702, 0.8536, 0.9278, 0.9635, 0.9421,\n", + " 0.9146, 0.9667, 0.9451, 0.9482, 0.9539, 0.9730, 0.9438, 0.9845, 0.9964,\n", + " 0.9473, 1.0750, 0.9624, 0.9765, 0.9419, 0.9433, 0.9702, 0.9150, 0.9575,\n", + " 0.9413, 1.0038, 0.9449, 0.9344, 0.9532, 0.9840, 0.9875, 0.9515, 0.9778,\n", + " 0.9368, 0.9451, 0.9565, 0.9460, 0.8238, 0.9651, 0.9378, 0.9508, 0.9481,\n", + " 0.9709, 0.9565, 0.9691, 0.9621, 0.9449, 0.9364, 0.9428, 0.7577, 0.9599,\n", + " 0.9845, 0.9525, 0.9472, 0.9559, 0.9536, 0.9680, 0.9552, 0.9387, 1.0333,\n", + " 0.9422, 0.8801, 0.9566, 0.9472, 0.9537, 0.8967, 0.9581, 0.9847, 0.9455,\n", + " 0.9709, 0.9517, 0.9380, 0.9527, 0.9550, 0.9548, 0.9555, 0.9482, 0.9709,\n", + " 0.9482, 0.9600, 0.9339, 0.9534, 0.9738, 0.9765, 0.9532, 0.9407, 0.9695,\n", + " 0.9408, 0.9763, 0.9680, 0.9314, 0.9643, 0.9531, 0.9352, 0.9703, 0.9490,\n", + " 0.9552, 0.9774, 0.9496, 0.9592, 0.9359, 0.9286, 0.9809, 0.9391, 0.9554,\n", + " 0.9604, 0.9919, 0.9892, 0.9532, 0.9621, 0.9564, 0.9727, 0.9559, 0.9488,\n", + " 0.9257, 0.9428, 0.9470, 0.9605, 0.9531, 0.9485, 0.9348, 0.9533, 0.9760,\n", + " 0.9552, 0.9800, 0.9490, 0.9928, 0.9467, 0.9634, 0.9542, 0.9656, 0.9502,\n", + " 0.9484, 0.9457, 0.8506, 0.9479, 0.9306, 0.9506, 0.9820, 0.9404, 0.9443,\n", + " 0.9660, 0.9463, 0.9364, 0.9670, 0.9334, 0.9435, 0.9640, 0.9324, 0.9535,\n", + " 0.9343, 0.9409, 0.9365, 0.9357, 0.9530, 0.9503, 0.9757, 0.9440, 0.9457,\n", + " 0.9562, 0.9769, 0.9572, 0.9432, 0.9108, 0.9517, 0.9432, 0.9639, 0.9336,\n", + " 0.9541, 0.9579, 0.9651, 0.9497, 0.9246, 0.9530, 1.0747, 0.9240, 0.9244,\n", + " 0.9591, 0.9688, 0.9424, 0.9484, 0.9640, 0.9501, 0.9493, 0.9506, 0.9345,\n", + " 0.9669, 0.9735, 0.9465, 0.9350, 0.9889, 0.9660, 0.9585, 0.9397, 0.9347,\n", + " 0.9380, 0.9731, 0.9760, 0.9567, 0.9851, 0.9694, 0.9465, 0.9863, 0.9611,\n", + " 0.9632, 0.9644, 0.9449, 0.9680, 0.9952, 0.9633, 0.9373, 0.9777, 0.9459,\n", + " 0.9547, 0.9405, 0.9747, 0.9294, 0.9280, 0.9388, 0.7935, 1.0033, 0.9642,\n", + " 0.9527, 0.9665, 0.9753, 0.9216, 0.9908, 0.9443, 0.9560, 0.9666, 0.9097,\n", + " 0.9624, 0.9813, 0.9554, 0.9560, 0.9626, 0.9598, 0.9389, 0.9468, 0.9368,\n", + " 0.9615, 0.9698, 0.9458, 0.9310, 0.9451, 0.9507, 0.9571, 0.9754, 0.9547,\n", + " 0.9290, 0.9744, 0.9839, 0.9426, 1.0479, 0.9855, 0.9264, 0.9772, 0.9563,\n", + " 0.9852, 0.9318, 0.9340, 0.9573, 0.9755, 0.9436, 0.9368, 0.9418, 0.9439,\n", + " 0.9370, 0.9602, 0.9647, 0.9584, 0.9886, 0.9391, 0.9924, 0.9456, 0.9325,\n", + " 1.0528, 0.9822, 0.9245, 0.9366, 0.9576, 0.9250, 0.9418, 0.9593, 0.9578,\n", + " 0.9433, 0.9443, 0.9843], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.5779e-01, -3.0779e-02, -2.7727e-01, -3.8848e-01, 3.6842e-01,\n", + " -4.6472e-01, 5.1851e-01, 1.9574e-01, 8.7187e-03, 3.1131e-03,\n", + " 5.5911e-02, 2.4082e-01, -5.1561e-01, 6.2018e-01, 1.4133e-01,\n", + " -1.6917e-01, -4.1995e-01, -4.1823e-01, 9.1310e-02, 6.0748e-01,\n", + " 3.0194e-01, -5.0551e-01, 3.5331e-01, 2.8206e-01, -3.8062e-01,\n", + " 2.6253e-01, 3.4851e-01, -2.2527e-01, -2.3179e-01, 4.9910e-02,\n", + " -1.3719e-01, -1.3108e-02, 3.7722e-01, -2.3444e-01, 1.1979e-01,\n", + " -2.4452e-01, -1.6823e-01, 1.0540e-01, 2.1502e-01, -4.5368e-01,\n", + " -1.2537e-01, -3.5397e-01, -9.3293e-02, 1.4271e-01, -8.3512e-02,\n", + " -1.6169e-01, -2.2406e-01, -2.1923e-01, 1.8921e-01, 1.3868e-02,\n", + " -4.2275e-01, 1.5757e-01, 5.7117e-01, -1.0727e+00, 2.0317e-01,\n", + " -2.6968e-01, 3.5703e-02, -4.5939e-01, 1.2789e-02, -2.7969e-01,\n", + " -6.7436e-02, 1.2649e-01, -7.5450e-01, -5.7181e-01, -2.1688e-01,\n", + " -7.7041e-02, 8.0409e-02, 2.9004e-02, 6.0335e-02, -1.9877e-01,\n", + " 1.0162e-01, 3.9425e-02, -5.8807e-01, -2.8840e-01, 1.6118e-01,\n", + " 3.2292e-01, 1.1399e-01, 1.0226e-01, 8.0797e-02, -9.5462e-02,\n", + " 4.1979e-02, 1.6093e-02, 1.4859e-01, -3.1781e-02, 2.3659e-01,\n", + " 1.4564e-01, -2.0450e-01, 5.2473e-02, 9.9538e-02, 1.1062e-01,\n", + " -1.4813e-02, -8.4609e-02, 8.3361e-01, 3.1535e-02, 9.8567e-02,\n", + " 5.8572e-02, 1.7659e-01, -1.9438e-01, -2.3140e-02, -1.0675e-01,\n", + " -8.3583e-02, 2.3579e-01, -3.0846e-02, -8.2531e-02, 1.0158e-01,\n", + " 2.1368e-01, -4.1900e-01, -7.3500e-02, 3.2035e-01, -1.0121e-01,\n", + " -8.6561e-02, 3.2273e-01, -7.9946e-01, -3.8830e-01, 8.7751e-02,\n", + " 9.8826e-02, 1.4594e-01, 1.5980e-01, -8.1347e-02, 9.0685e-02,\n", + " -1.9815e-01, -2.1831e+00, -1.9101e-01, 1.1689e-01, 7.2769e-02,\n", + " -3.5399e-02, -9.5608e-02, 9.0747e-02, 1.6770e-01, -9.6488e-02,\n", + " -5.8986e-02, 3.2005e-01, -1.2898e-01, 1.1754e-01, -2.0203e-01,\n", + " -3.2818e-01, -3.7609e-01, -2.4728e-01, -3.7931e-01, -7.4452e-01,\n", + " -9.8233e-02, 4.0150e-02, -1.6278e-01, 1.8381e-01, 2.0925e-01,\n", + " -2.3191e+00, -1.3307e-01, -2.5176e-01, 9.7895e-02, 2.0272e-01,\n", + " 1.5451e-01, 2.1300e-01, -1.6771e-01, 7.0515e-02, 6.5330e-02,\n", + " 5.7360e-02, 3.8225e-01, 3.2131e-01, 2.2921e-01, 4.1994e-01,\n", + " -1.2706e-01, 1.6592e-01, 3.4706e-02, 5.5698e-02, 9.0083e-02,\n", + " 7.5522e-02, -2.5302e-03, -2.9655e-01, -1.7065e+00, -1.3616e-01,\n", + " -1.6343e-02, 2.4872e-01, 2.9591e-01, 5.0073e-01, 1.7376e-01,\n", + " 5.1711e-01, -2.7242e-02, 1.7358e-01, 1.9530e-01, 4.6222e-02,\n", + " -1.2768e-01, -1.5709e-01, 3.3921e-01, 4.4341e-01, 3.6406e-01,\n", + " 3.9709e-02, 4.6085e-01, 5.6007e-01, 5.8145e-02, -2.1166e-02,\n", + " -3.1091e-01, -4.2733e-01, 5.9941e-01, -2.4489e-01, -1.9952e-01,\n", + " 5.7874e-02, -8.5775e-02, 1.7438e-01, -2.3140e-01, 1.2576e-01,\n", + " -9.4729e-02, 4.7020e-01, 2.4542e-01, 3.7365e-01, 1.8621e-02,\n", + " 1.7672e-01, 4.8899e-01, -1.2693e-01, -6.6310e-02, -1.2871e-01,\n", + " 5.8599e-02, -2.2685e-01, 2.8196e-01, 1.9973e-01, 4.2373e-02,\n", + " -4.2278e-01, -2.2370e-01, -9.6376e-02, 7.3086e-01, 1.6561e-01,\n", + " 1.1794e-01, 4.1491e-01, 2.3683e-01, -3.5037e-01, 1.1536e-01,\n", + " 1.2638e-01, -9.9769e-02, -1.8797e-01, -1.9788e-02, 9.1197e-02,\n", + " 2.1268e-01, -7.7420e-02, 2.3824e-01, -9.8953e-02, 1.4712e-01,\n", + " 2.5991e-01, 2.0597e-01, 1.9612e-01, 8.6431e-02, -2.5320e-01,\n", + " -2.6983e-01, 5.0922e-02, 3.9305e-02, 3.1508e-01, -1.1796e-02,\n", + " 2.4797e-01, -4.7900e-01, 3.9374e-02, -1.5620e-01, -9.9864e-02,\n", + " 3.1478e-01, 4.6956e-01, -1.0247e-01, -4.3489e-02, 8.4172e-03,\n", + " -8.0305e-02, -2.9134e-01, -2.2966e-01, 1.5391e-01, 2.0498e-02,\n", + " 2.5726e-01, -5.2779e-02, 3.2498e-01, 1.0985e-01, 6.1144e-01,\n", + " 3.0967e-01, -5.7404e-02, 1.4842e-01, 6.7556e-02, 2.2393e-02,\n", + " 1.2113e-01, -7.1725e-02, -6.6165e-03, -9.5795e-02, -2.4788e-01,\n", + " 1.6128e-01, -2.3460e-02, -2.4699e-01, -4.4107e-02, -1.5102e-01,\n", + " 7.3968e-02, 1.1620e-01, 2.2701e-02, 3.4940e-02, -1.6602e-01,\n", + " -3.8707e-01, 1.2303e-02, 1.4317e-01, 1.4177e-01, 7.1162e-02,\n", + " 3.0388e-04, 4.2850e-01, -2.7111e-01, 1.2200e-02, 4.7172e-02,\n", + " -1.0342e-01, -3.6852e-01, 7.2947e-01, -1.3952e-01, -1.9715e-01,\n", + " -1.2032e-02, -2.5648e-01, -4.9745e-03, 1.7163e-01, 4.5461e-01,\n", + " 2.8798e-01, 8.4074e-02, -2.7832e-01, -4.2050e+00, -2.5436e-01,\n", + " 9.3863e-02, 4.2393e-01, -1.4098e-01, -3.2062e-01, 2.9002e-01,\n", + " -2.0093e-01, 7.9890e-02, -1.0732e-01, 8.0788e-02, 1.2386e-01,\n", + " -3.8590e-02, -1.7305e-02, 1.0622e-01, -3.2384e-02, 9.4720e-02,\n", + " 3.3051e-01, 1.3069e-01, -4.0660e-02, -8.2832e-02, 1.4092e-01,\n", + " -1.5917e-01, -1.3184e-01, -2.3219e-01, 1.9032e-01, -6.3644e-02,\n", + " 1.1415e-01, 7.6270e-02, 8.0228e-02, -1.4469e-02, 3.8586e-01,\n", + " -1.4446e-02, 2.1612e-01, -2.0589e-01, 1.9103e-01, -3.1480e-01,\n", + " 4.1715e-01, -4.0220e-02, -3.6441e-01, -3.2468e-01, -4.1474e-01,\n", + " -9.7549e-02, 3.0935e-01, -1.1352e-01, 2.9126e-01, -1.6827e-01,\n", + " -3.7892e-01, -2.7938e-01, -1.7717e-01, -1.8205e-01, -4.8331e-02,\n", + " 3.1176e-01, -1.6180e-01, -2.8250e-02, 1.6033e-02, -8.6836e-02,\n", + " 5.9511e-02, -4.0695e-02, -2.5213e-02, -1.0682e-01, 1.9171e-01,\n", + " -3.6004e-01, -5.2505e-03, 1.4575e-01, 1.3395e-01, -3.3098e-01,\n", + " -1.1654e-01, -5.1699e-02, -8.5458e-02, -8.0447e-02, -2.6068e-02,\n", + " 2.7269e-02, -7.5727e-01, 2.5966e-01, -4.4027e-01, -7.8031e-02,\n", + " -8.4315e-02, -2.4545e-01, 1.8171e-01, 2.8277e-02, -2.9943e-01,\n", + " -1.0525e-01, -5.0601e-02, 3.7778e-01, 2.3072e-01, 9.0232e-02,\n", + " 9.3683e-03, 6.7106e-03, -3.1979e-03, 5.5597e-02, -1.5697e-01,\n", + " 1.5346e-01, -1.6227e-01, 1.1222e-02, -1.6931e-01, 1.8144e-01,\n", + " -2.7496e-01, 2.7094e-01, -1.6177e-01, 7.7760e-02, -1.7393e-02,\n", + " -3.5944e-01, -2.4198e-01, 2.9998e-03, 2.2186e-02, -1.7116e-01,\n", + " -8.4470e-03, 1.2028e-01, 1.0575e-01, 1.4780e-01, -7.6587e-02,\n", + " -2.4664e-01, -1.6266e-01, 2.2838e-01, -2.5268e-01, -1.0427e-01,\n", + " 1.3195e-01, 5.5370e-02, -5.3158e-02, -8.2787e-02, -2.8575e-01,\n", + " 2.4239e-01, -8.1294e-02, -1.1476e-01, -6.2154e-02, 1.4437e-01,\n", + " 1.7578e-01, -5.2239e-02, -9.5052e-02, -1.2310e-01, -2.4028e-01,\n", + " 1.3541e-01, 7.9743e-02, -2.3021e-02, -1.0104e+00, -9.5809e-02,\n", + " 1.5992e-01, -4.5510e-01, 2.8368e-03, -9.2517e-02, -4.2022e-02,\n", + " -1.2421e-01, 1.3576e-01, 4.9815e-01, -2.2489e-01, 8.6401e-02,\n", + " -3.2181e-02, 4.6024e-02, 1.0783e-01, -1.9738e-01, -2.4705e-01,\n", + " 1.7003e-01, -1.4377e-01, 6.0836e-02, 3.7177e-01, 2.8434e-01,\n", + " -4.9227e-01, -3.5588e-01, 2.7315e-01, 2.5845e-01, 3.6018e-02,\n", + " 1.9522e-01, -1.7843e-01, -1.6051e-01, -8.7167e-02, 1.0288e-01,\n", + " 2.5660e-01, -3.0730e-01, -7.0951e-02, -1.3980e-01, -1.1663e-01,\n", + " -2.4542e-01, 2.1354e-01, 2.2251e-01, 4.8302e-02, -2.6383e-02,\n", + " 1.3435e-01, -2.7807e-03, 3.2373e-01, -2.5855e-01, -1.2901e-01,\n", + " -1.2035e-01, -3.6396e-01, 3.1163e-01, -2.9464e-01, -5.5448e-01,\n", + " -2.0348e-01, -1.0431e+00, 1.1943e-01, -2.1489e-01, -6.0388e-02,\n", + " -1.4263e-01, 9.8254e-02, 1.1313e-02, 8.6843e-02, 1.2205e-01,\n", + " -2.2595e-01, 2.2344e-01, -1.0910e-02, -2.9116e-01, 2.9904e-02,\n", + " -1.0634e-01, -2.5080e-01, 5.3800e-01, 2.7363e-03, -2.8436e-01,\n", + " 2.2562e-01, -1.5355e-01, -9.6141e-03, -3.5160e-01, -7.4145e-02,\n", + " -1.8211e-01, 2.3844e-01, 1.6109e-01, 5.2170e-03, -3.1517e-01,\n", + " 5.5372e-02, 6.3091e-02, 3.9125e-02, 6.3962e-02, 1.9221e-02,\n", + " -4.3275e-02, -1.3064e-01, 1.7295e-01, -1.1225e-01, -8.6447e-02,\n", + " -2.3046e-01, -2.7106e-01, 2.3793e-01, 1.9401e-01, -1.3288e-01,\n", + " 3.3715e-01, -2.0408e+00, -1.2686e-01, 2.4828e-01, 3.8096e-02,\n", + " -5.7901e-01, -4.0854e-01, -4.7542e-01, 2.1448e-01, 3.9830e-01,\n", + " 1.6589e-02, -1.2844e-01, 1.1775e-01, 1.8905e-01, 1.3855e-01,\n", + " -5.2613e-02, 1.8299e-01, 2.8172e-01, 6.4889e-02, -1.1898e-01,\n", + " -9.3644e-02, -4.2899e-01, -3.1068e-01, -2.3766e-01, 1.3886e-01,\n", + " 1.0111e-01, 5.4710e-02, -6.8540e-02, -7.1702e-02, -5.3793e-02,\n", + " 2.6247e-01, -5.1968e-02, 2.7869e-02, -3.1397e-01, 1.5931e-01,\n", + " 5.0571e-02, 2.3991e-03, -4.2980e-01, 9.4605e-02, 1.8283e-02,\n", + " -9.3458e-02, -2.7621e-01, 3.9827e-01, 1.0785e-01, 8.0008e-02,\n", + " 1.7207e-01, 5.6882e-01, -4.8990e-02, -1.9813e-01, -1.7304e-01,\n", + " 2.9611e-02, -3.1768e-01, 1.7857e-01, -2.7627e-02, 2.5045e-01,\n", + " -3.4368e-02, 1.4131e-01, 6.0893e-02, 1.0880e-01, 9.3515e-02,\n", + " 3.5295e-02, 2.0938e-01, -2.2219e-01, 1.4256e-02, 4.1997e-02,\n", + " 3.5206e-01, 2.3682e-01, 3.6627e-01, 7.4852e-02, 4.1111e-02,\n", + " -1.5028e-02, 1.4411e-01, 4.1050e-02, 7.1006e-02, 2.7073e-01,\n", + " 1.0409e-02, 2.8577e-01, -1.1552e-01, 1.6381e-01, 3.3565e-01,\n", + " 9.1178e-02, -1.6104e-01, 6.8311e-02, 3.8821e-02, -3.7638e-03,\n", + " -3.6849e-02, 1.6130e-01, -3.0216e-01, 4.1257e-02, -2.3570e-02,\n", + " 9.5418e-02, 3.6305e-02, -1.3093e-01, 6.8629e-02, 2.2442e-01,\n", + " -6.7986e-02, 1.8033e-01, 8.5662e-02, 8.6606e-02, 3.3871e-01,\n", + " -2.5409e-01, -3.1649e-02, 1.5144e-01, 2.0081e-04, -1.5954e-01,\n", + " -5.0360e-02, 3.1934e-01, -1.0287e-01, 1.6966e-02, 2.8538e-01,\n", + " -1.7526e-01, 2.4329e-02, -1.1036e-01, 1.5191e-01, -2.1836e+00,\n", + " 7.9322e-02, -2.7441e-01, -1.9576e-01, 3.3840e-02, 1.0629e-01,\n", + " 2.3421e-02, -2.0076e-01, 8.8187e-02, -1.6784e-03, 9.1988e-02,\n", + " -2.9274e-01, 2.8228e-02, -5.1979e-01, 7.9986e-02, -7.7685e-02,\n", + " -5.1658e-01, 3.0614e-01, -3.9945e-03, -1.7505e-01, -1.7647e-02,\n", + " 1.2386e-01, 5.8742e-01, 2.6091e-01, 2.7960e-02, -3.4600e-01,\n", + " 1.1717e-01, -6.1749e-02, 5.3778e-01, -4.1136e-02, -5.9014e-02,\n", + " -2.4886e-01, 1.5767e-01, -3.5779e-01, -2.1397e-01, 1.1481e-01,\n", + " 7.5155e-02, 4.3344e-01, 5.5837e-02, 3.5340e-02, -3.0472e-01,\n", + " 3.9934e-01, -1.5702e-01, -1.4878e-01, -1.7719e-02, -1.1608e-01,\n", + " 2.5856e-01, -1.6643e-03, -6.5223e-01, 1.6385e-01, -2.7505e-01,\n", + " 1.0384e-01, 3.7984e-01, 2.1218e-01, 2.5017e-02, -1.8059e-01,\n", + " -2.2721e-02, 2.7475e-01, -8.2843e-02, 7.3440e-02, -1.4869e-01,\n", + " 2.8977e-01, -9.6194e-02, 1.4089e-01, -5.1639e-02, 2.0427e-01,\n", + " -4.0324e-02, -2.2649e-01, 1.3113e-01, 7.0327e-02, 2.1987e-01,\n", + " 1.7708e-02, 5.3146e-03, 9.0577e-02, -3.3763e-01, 1.4876e-02,\n", + " -1.4211e-01, 2.3519e-01, -1.1914e-01, 1.8204e-01, 3.7865e-01,\n", + " 1.1441e-01, 1.4693e-01, -1.8860e-01, -3.3452e-01, 1.1414e-01,\n", + " -1.2545e-01, -4.5164e-02, 3.5454e-01, -2.0422e-01, 2.1010e-01,\n", + " 9.7233e-02, -6.0321e-02, 4.0888e-02, -6.9791e-02, 9.1207e-02,\n", + " 3.4400e-02, -2.6270e-01, -1.3780e-01, 4.6468e-01, -7.5957e-02,\n", + " 2.7630e-01, -7.1750e-01, 2.3536e-01, -1.9085e-01, 1.4375e-01,\n", + " 1.9734e-01, 8.4099e-02, -7.5527e-02, -2.6766e-01, 6.8218e-02,\n", + " 1.6433e-01, -9.0216e-02, -1.2453e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1150, -0.0963, -0.1240, ..., -0.1097, -0.1348, -0.0836],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.8010e-02, 1.9767e-01, 2.1549e-02, 2.8807e-02, 4.4430e-02,\n", + " 3.8340e-02, -5.3300e-02, 5.6951e-02, 1.9442e-02, 8.7280e-02,\n", + " -8.8791e-03, 3.7249e-02, 4.0483e-02, -1.0549e-01, -1.2421e-01,\n", + " 7.0576e-02, 2.3329e-01, -5.2639e-02, -4.7087e-02, -3.8561e-02,\n", + " -6.1586e-02, -9.7612e-02, -1.3241e-02, -5.9464e-02, 1.8142e-02,\n", + " 1.7625e-02, -1.4896e-01, 8.8940e-02, -1.1231e-01, -4.7723e-02,\n", + " 4.9702e-02, -1.9737e-02, 4.1528e-02, -3.7544e-03, 4.3160e-03,\n", + " 1.2059e-01, 1.6261e-02, 6.2070e-02, -4.6008e-02, 1.9503e-02,\n", + " -2.5623e-02, 4.2112e-02, -1.0778e-02, -3.2083e-02, 2.9027e-02,\n", + " -4.8618e-02, 3.2160e-02, 1.1317e-01, 6.0037e-02, -1.1155e-01,\n", + " -7.6731e-02, -2.0878e-02, 9.6323e-02, 1.4461e-01, 5.0177e-03,\n", + " -3.2338e-02, -3.4508e-02, -3.1527e-02, 4.5023e-02, -1.6768e-01,\n", + " -5.3750e-02, 4.8414e-02, -2.4743e-01, -1.2151e-01, -9.0054e-03,\n", + " 6.2452e-02, -1.0644e-01, -2.5222e-02, -3.2597e-03, 1.0881e-01,\n", + " -1.3938e-01, 4.3541e-02, -3.0407e-02, -2.3211e-02, 7.2426e-02,\n", + " 1.9633e-04, 2.2349e-02, 1.1204e-01, 8.7794e-02, 8.7696e-02,\n", + " 4.9284e-02, -4.6989e-02, -1.1226e-02, 9.2780e-02, 5.0919e-02,\n", + " -1.3376e-01, -1.0649e-02, 4.3067e-02, -4.7701e-02, 5.2816e-02,\n", + " -3.7853e-02, -4.4982e-02, -2.4674e-01, -7.2816e-02, 8.1275e-02,\n", + " 6.3514e-02, 1.7031e-01, 1.0835e-02, 3.7936e-02, -3.0757e-02,\n", + " -1.5340e-02, 9.3159e-03, 8.2226e-03, -7.1832e-03, 8.2380e-02,\n", + " 1.6160e-01, -2.6376e-02, 1.9110e-02, -7.9153e-02, -1.2324e-01,\n", + " 2.8771e-02, -1.2279e-01, 1.7649e-02, 6.8271e-02, -9.7566e-02,\n", + " 5.1223e-02, -6.6518e-02, 4.5111e-02, -4.4477e-02, -1.0109e-02,\n", + " -5.0742e-02, 3.3932e-01, -7.6165e-02, 2.7056e-02, 7.1067e-02,\n", + " -4.8717e-02, 4.1337e-02, 3.2391e-02, -4.5657e-03, 1.2699e-01,\n", + " 1.8925e-02, -8.7038e-02, 1.2910e-01, -1.9275e-02, 4.7042e-02,\n", + " 3.3922e-02, 6.8185e-02, -7.0716e-02, 7.7589e-03, 3.2643e-01,\n", + " -6.9114e-03, 6.8111e-02, 7.6750e-02, 4.5530e-02, -6.0687e-02,\n", + " -1.8705e-01, 7.3627e-02, 1.4530e-01, -3.4712e-02, 7.8577e-02,\n", + " -2.4530e-02, 5.1641e-02, -6.0321e-02, 7.8745e-02, -9.8445e-03,\n", + " -7.7298e-02, 3.1875e-02, 2.6515e-02, 5.6336e-02, 9.8680e-02,\n", + " 9.3532e-02, -3.3222e-02, 2.2513e-02, 7.2079e-02, -1.3882e-02,\n", + " 9.6001e-02, 9.4511e-02, -7.5793e-02, 2.6624e-01, 5.2781e-02,\n", + " 1.9332e-02, 3.7815e-02, -2.5005e-02, 2.7255e-02, 2.4904e-02,\n", + " 1.5208e-01, -8.3225e-04, -8.4741e-02, -6.0750e-02, -6.2618e-02,\n", + " 4.4976e-02, 2.1772e-02, -7.0207e-02, 1.5528e-02, -4.7035e-02,\n", + " 6.3562e-02, -5.0743e-03, 1.8272e-02, -1.7878e-02, -5.6244e-02,\n", + " -2.9550e-02, 4.8001e-02, -6.1972e-02, 8.3290e-03, 4.8348e-02,\n", + " 4.3448e-02, -2.1590e-02, -1.2168e-02, -7.9168e-02, 9.2927e-03,\n", + " 1.9331e-02, -4.0501e-02, 2.7964e-02, -3.4625e-02, 4.7186e-02,\n", + " -8.2418e-02, -2.5443e-02, 6.7418e-02, 2.8379e-02, 8.2834e-02,\n", + " 1.3543e-01, -1.6288e-02, 5.4049e-04, -4.1924e-02, -1.7971e-02,\n", + " -4.8998e-02, -1.8314e-01, -1.6682e-02, -3.3679e-02, -5.7463e-02,\n", + " -2.2263e-02, -3.2984e-03, -5.0864e-02, -1.6995e-02, 1.2254e-01,\n", + " -1.5656e-01, 2.0289e-02, 1.5739e-01, -3.8820e-02, -4.7138e-02,\n", + " 4.1190e-02, -5.3589e-02, 8.1206e-02, 5.0128e-02, 2.1197e-02,\n", + " 6.4570e-03, -7.9104e-03, -1.1829e-02, -2.6005e-02, 1.5963e-01,\n", + " -1.9161e-02, -3.5972e-02, 1.7945e-02, 2.0903e-02, -1.7463e-02,\n", + " -4.4287e-01, -1.2795e-01, -5.7360e-03, 8.0108e-02, -1.7980e-01,\n", + " 2.9702e-03, 4.3883e-02, -5.7639e-02, 6.2816e-02, 3.7962e-02,\n", + " 3.1397e-02, -1.2414e-02, 7.6223e-02, -1.8873e-02, -2.3022e-02,\n", + " -1.7749e-02, -7.3809e-02, 9.3333e-02, 4.7210e-03, -6.3795e-02,\n", + " 4.5902e-02, -4.3479e-02, 2.5801e-02, 5.4710e-02, 1.4153e-02,\n", + " 2.7883e-02, -4.8606e-02, 2.5065e-02, 1.0663e-01, -2.2049e-02,\n", + " -9.6186e-02, -5.2786e-02, 4.6394e-02, 3.2215e-02, 3.8721e-02,\n", + " -6.1756e-02, -2.2919e-02, -5.0411e-02, -2.6546e-01, 3.9662e-03,\n", + " 7.5883e-02, 1.2288e-03, -3.3548e-02, 5.5175e-03, 3.4531e-02,\n", + " -2.6999e-02, -5.4112e-02, -5.0014e-02, 4.6468e-03, 9.6950e-02,\n", + " -6.2570e-02, -1.0785e-01, -3.7512e-02, -5.6750e-03, -7.7408e-03,\n", + " 5.3743e-02, 9.4067e-02, 1.2694e-01, 1.6375e-02, -6.8527e-02,\n", + " 7.7643e-02, -9.0551e-02, 6.3939e-03, 6.4944e-02, 3.2686e-02,\n", + " -9.3631e-02, 1.3377e-01, -2.8720e-02, 9.4515e-02, -8.2525e-02,\n", + " 4.9157e-02, -4.1919e-03, 7.4139e-03, -5.6500e-02, 1.5414e-01,\n", + " 4.5277e-02, 5.9013e-02, 4.8169e-02, -1.4201e-01, 5.0386e-03,\n", + " -8.0460e-02, -4.4176e-02, -3.6205e-02, -5.2000e-02, -1.1648e-02,\n", + " 6.6375e-02, -5.2555e-01, 4.0184e-02, 9.5665e-02, -4.6243e-02,\n", + " -6.1948e-03, -5.7050e-03, -7.7476e-02, 1.5320e-02, 1.4949e-02,\n", + " -1.6625e-01, -4.5181e-02, -6.6106e-02, 6.9311e-02, -4.4522e-02,\n", + " 2.3970e-01, -2.4581e-02, 2.1030e-02, 1.8763e-01, -5.9326e-03,\n", + " 8.5257e-02, 2.4318e-02, -4.0278e-02, -2.5351e-01, 6.8265e-03,\n", + " 9.0889e-02, 6.6154e-03, -8.3764e-03, -4.9310e-03, -6.9946e-02,\n", + " 3.9976e-02, -6.4192e-03, -7.9565e-02, -1.7998e-02, 2.5283e-02,\n", + " -3.3219e-02, -9.2371e-02, -3.5545e-02, 3.6091e-03, -1.0486e-01,\n", + " -3.8423e-02, 1.3340e-01, -3.7292e-02, 8.2304e-02, 3.1617e-03,\n", + " 7.8589e-02, 8.3581e-03, -8.7944e-02, -4.1878e-02, 5.5108e-04,\n", + " 1.8815e-02, 3.9550e-02, -4.2423e-04, -5.9127e-02, 8.0169e-02,\n", + " 5.8580e-02, -8.2154e-02, 5.2416e-02, -9.1994e-02, -8.0835e-03,\n", + " -3.5220e-02, -5.6538e-02, -1.0454e-02, -1.7816e-01, 4.3322e-02,\n", + " -1.3003e-02, -4.8526e-02, -7.9673e-02, 1.0845e-01, 9.2085e-02,\n", + " -5.4072e-02, 1.3286e-01, -7.0045e-02, -6.9618e-02, -5.9291e-02,\n", + " -6.3794e-02, -1.0410e-02, -4.6357e-02, -4.7072e-02, -1.0031e-01,\n", + " -5.8751e-03, 6.8251e-02, 5.5020e-02, 8.9677e-02, -2.1195e-02,\n", + " -1.0062e-02, 2.5755e-02, 1.0923e-01, 3.9999e-02, 1.1458e-01,\n", + " 2.5082e-02, -1.2250e-01, 2.9895e-02, 6.2391e-02, 9.5979e-02,\n", + " 5.0071e-02, -8.0181e-02, -3.0511e-02, 5.8455e-04, 2.1120e-02,\n", + " 3.9784e-02, 2.2276e-02, -6.8040e-02, -1.2747e-01, -4.8475e-02,\n", + " 1.1656e-02, -8.0872e-02, -2.0806e-02, -2.7150e-02, -1.4182e-02,\n", + " -2.2249e-02, -1.8019e-02, 7.6419e-02, 7.6748e-02, 4.3732e-02,\n", + " 3.2807e-02, 2.5852e-03, 8.8951e-02, 2.8184e-02, -1.2460e-01,\n", + " -6.5656e-02, 2.4854e-03, 2.6771e-02, 9.3541e-03, 1.8825e-02,\n", + " 4.9196e-02, -1.8875e-02, -3.0863e-02, -2.5936e-02, -8.7842e-03,\n", + " -2.4595e-02, 4.6859e-02, -1.0391e-01, -2.4456e-02, -1.3674e-02,\n", + " 3.7742e-02, -2.5079e-02, -1.3928e-01, -9.5168e-02, 1.1791e-01,\n", + " -1.4344e-02, -5.9762e-03, 1.9814e-02, 1.9045e-02, -4.6420e-02,\n", + " -7.7805e-02, -9.0543e-02, -1.8710e-03, -2.6866e-02, -2.6782e-02,\n", + " 3.6877e-02, -5.5585e-02, -3.9800e-01, -1.4690e-01, -9.8243e-02,\n", + " 7.1951e-03, 5.7249e-02, -2.4714e-02, -1.1899e-01, 4.8455e-02,\n", + " 2.1811e-03, 2.1214e-02, -5.6207e-02, 1.1493e-01, 7.2575e-04,\n", + " -1.0068e-01, -1.1115e-01, -2.6154e-02, 4.9404e-02, 8.3885e-02,\n", + " -3.6180e-02, 2.9179e-02, -1.3874e-02, -1.4699e-02, 9.4535e-02,\n", + " -3.5621e-02, 2.2136e-03, -7.4978e-03, -1.3128e-01, -1.7396e-02,\n", + " 1.7512e-02, -1.4515e-03, 1.3144e-02, 8.4317e-03, -7.6662e-02,\n", + " 1.1904e-02, -1.2994e-01, 8.8078e-02, 2.1186e-02, -1.9439e-02,\n", + " 7.7868e-02, -5.2666e-02, 2.4326e-02, 1.0306e-01, -5.3012e-02,\n", + " 4.7100e-02, -4.8984e-02, -4.2872e-02, 5.6611e-03, 1.5213e-01,\n", + " 4.9654e-02, -5.2313e-02, -1.0682e-03, -8.7687e-02, -3.0193e-02,\n", + " -3.6689e-02, 2.8804e-02, 3.2656e-02, -1.3705e-02, -1.0847e-01,\n", + " -2.0338e-02, 4.6504e-02, 1.6330e-02, 8.1403e-02, -6.6639e-02,\n", + " -1.4177e-01, 3.0350e-02, 1.2078e-03, 6.9197e-03, -1.2743e-02,\n", + " -4.9581e-02, -1.8308e-02, -9.9600e-03, 8.6726e-03, -8.2977e-03,\n", + " -1.0668e-02, -7.9439e-02, 8.5650e-03, -3.2953e-02, 1.4099e-02,\n", + " -1.5226e-02, 2.4051e-02, 1.5542e-03, 3.3044e-02, -3.1752e-02,\n", + " -1.1863e-02, 1.0398e-02, -9.3996e-03, -9.0327e-03, 3.5561e-02,\n", + " 1.2782e-01, 1.0077e-01, 3.1104e-02, 3.0080e-02, 9.4243e-03,\n", + " 2.4222e-02, 1.1171e-02, -2.1181e-01, 3.5380e-02, 6.0038e-02,\n", + " -1.7329e-01, 9.9352e-02, 5.9934e-02, -1.4802e-01, 2.5835e-02,\n", + " -9.9537e-02, -3.2112e-03, 5.6793e-02, 1.7709e-02, 1.8245e-01,\n", + " -1.7143e-03, 3.5806e-02, -5.6572e-02, 4.9944e-02, -4.2625e-03,\n", + " -9.8306e-02, 1.2510e-02, 1.9529e-02, 3.6476e-02, -5.8902e-02,\n", + " 2.4428e-03, 5.4655e-02, 4.0578e-02, 9.7374e-02, 2.3036e-03,\n", + " 1.6263e-02, -7.3630e-02, 2.5832e-01, 2.2668e-02, 5.2931e-02,\n", + " 2.8743e-02, 9.6030e-02, 9.8012e-02, -1.1305e-01, -3.3137e-01,\n", + " 5.5035e-02, 1.9580e-02, 7.8004e-03, -9.5093e-02, -1.0072e-01,\n", + " 4.1168e-02, 7.5936e-02, -7.2084e-02, -5.2921e-03, -8.5054e-02,\n", + " 1.2639e-01, 1.0190e-01, -5.4389e-02, 4.6598e-02, 7.4051e-02,\n", + " 3.5834e-02, -1.2873e-01, -4.8757e-02, 5.6814e-02, -1.0434e-01,\n", + " -1.7172e-02, -5.9383e-02, 8.8364e-02, -1.2916e-01, 9.4558e-02,\n", + " -6.2604e-03, -8.8573e-02, 6.9711e-02, -1.4652e-01, 6.5323e-02,\n", + " 3.9500e-02, -2.3893e-02, -9.3919e-02, -1.2221e-03, 4.6598e-02,\n", + " 1.1687e-01, 7.1840e-02, 9.7706e-02, 7.7547e-02, 1.2095e-01,\n", + " -1.2825e-01, -9.0252e-02, -4.8896e-02, 6.3785e-02, -7.7458e-02,\n", + " -1.0953e-02, 4.0029e-02, -5.4287e-02, 3.9691e-02, -6.2477e-03,\n", + " 1.3100e-02, 1.9835e-02, -1.1744e-03, -1.6517e-04, -4.2026e-02,\n", + " -2.1950e-01, 1.7250e-03, 3.7825e-03, -9.8566e-02, 5.6726e-02,\n", + " -1.4070e-01, -7.7264e-03, 2.6976e-02, 1.7283e-02, 6.2133e-03,\n", + " -6.2855e-02, -3.5605e-02, -7.8332e-03, 1.5435e-02, 6.4189e-02,\n", + " -8.1073e-03, -4.0929e-02, 4.3297e-02, -1.8835e-02, -8.0184e-02,\n", + " 1.0610e-03, -8.4192e-02, 5.6061e-02, 6.4744e-02, 1.2333e-01,\n", + " -8.5460e-04, -5.9557e-02, -6.3569e-03, -1.8323e-01, -2.0008e-01,\n", + " 2.1761e-02, -9.9976e-02, -1.3048e-02, 6.1349e-02, 5.7288e-04,\n", + " -6.8649e-02, -5.4957e-03, -1.5488e-01, 3.8405e-02, 5.4476e-02,\n", + " 1.2031e-01, 4.4064e-02, -6.3291e-02, 7.0640e-02, -1.3714e-01,\n", + " 3.5209e-02, 8.0798e-02, -5.6327e-02, 5.5239e-02, 1.5672e-02,\n", + " -4.7158e-02, 4.3810e-03, -5.0411e-02, -7.0553e-02, 4.8975e-02,\n", + " -9.2504e-03, 4.0927e-02, -1.1496e-01, 1.0007e-01, -2.4148e-02,\n", + " -4.9777e-03, 2.7257e-02, 7.4093e-02, 1.0017e-01, 2.9936e-02,\n", + " -4.0488e-02, 3.7060e-02, 2.0326e-02, 4.7889e-02, -6.0074e-02,\n", + " 6.4894e-02, 2.2013e-02, 1.2720e-02, 7.3689e-02, -2.3378e-02,\n", + " 4.2392e-02, -5.8964e-02, -1.9219e-01, 6.8968e-02, -3.2341e-02,\n", + " 9.4933e-02, -5.5191e-02, -8.5402e-02, 6.7031e-02, -7.1044e-02,\n", + " 6.2102e-02, -6.6005e-02, -2.8320e-02, 2.1044e-01, -1.1138e-01,\n", + " 1.7058e-02, 1.3795e-01, 1.3875e-02, -4.2131e-02, -5.4851e-02,\n", + " 3.3628e-02, -9.5786e-03, -9.0291e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.7835, 0.8072, 0.7671, 0.7371, 0.7630, 0.7590, 0.7661, 0.7830, 0.7937,\n", + " 0.7554, 0.7389, 0.7303, 0.7311, 0.7015, 0.7782, 0.7463, 0.7588, 0.7312,\n", + " 0.8012, 0.7242, 0.7632, 0.7463, 0.7597, 0.7704, 0.7329, 0.7729, 0.7349,\n", + " 0.7975, 0.7719, 0.7586, 0.7830, 0.7454, 0.7621, 0.7880, 0.7845, 0.7811,\n", + " 0.7935, 0.7678, 0.7616, 0.7362, 0.7764, 0.7697, 0.7954, 0.7811, 0.7874,\n", + " 0.7553, 0.7040, 0.8001, 0.7780, 0.7910, 0.7722, 0.7685, 0.7597, 0.6321,\n", + " 0.7445, 0.7699, 0.7865, 0.7084, 0.7960, 0.7503, 0.7760, 0.7398, 0.6624,\n", + " 0.7244, 0.7603, 0.7698, 0.7774, 0.7935, 0.7668, 0.7751, 0.7849, 0.7762,\n", + " 0.7527, 0.7533, 0.7967, 0.7195, 0.7699, 0.7081, 0.7531, 0.7626, 0.7835,\n", + " 0.7989, 0.7812, 0.7649, 0.7126, 0.7585, 0.7452, 0.7636, 0.7837, 0.7939,\n", + " 0.7718, 0.7702, 0.5059, 0.7723, 0.7729, 0.7441, 0.6350, 0.7294, 0.7776,\n", + " 0.7956, 0.8000, 0.7933, 0.7704, 0.7398, 0.7449, 0.6095, 0.7419, 0.7917,\n", + " 0.7470, 0.7406, 0.7678, 0.7552, 0.7059, 0.7770, 0.7952, 0.7634, 0.7650,\n", + " 0.7958, 0.7736, 0.7609, 0.7617, 0.5085, 0.7743, 0.7530, 0.7049, 0.7681,\n", + " 0.7775, 0.7821, 0.7695, 0.7482, 0.7855, 0.7625, 0.6715, 0.7424, 0.7795,\n", + " 0.7925, 0.7603, 0.7704, 0.7808, 0.6374, 0.7854, 0.7787, 0.7703, 0.7701,\n", + " 0.7611, 0.1001, 0.7878, 0.7554, 0.7582, 0.7606, 0.7518, 0.7600, 0.7158,\n", + " 0.7974, 0.7950, 0.7515, 0.7665, 0.7196, 0.7764, 0.4753, 0.7836, 0.7813,\n", + " 0.7318, 0.8080, 0.7629, 0.7777, 0.7585, 0.7701, 0.6112, 0.7772, 0.7882,\n", + " 0.7638, 0.7242, 0.7738, 0.7849, 0.3287, 0.7536, 0.7652, 0.7614, 0.7644,\n", + " 0.7829, 0.7999, 0.7454, 0.7634, 0.7847, 0.7834, 0.7684, 0.7328, 0.7862,\n", + " 0.7755, 0.7723, 0.7386, 0.7229, 0.7386, 0.7723, 0.7721, 0.7961, 0.7488,\n", + " 0.7441, 0.7242, 0.7682, 0.7376, 0.5841, 0.7617, 0.7774, 0.7420, 0.7595,\n", + " 0.7535, 0.7876, 0.7472, 0.7708, 0.7864, 0.7421, 0.7782, 0.7691, 0.6295,\n", + " 0.5342, 0.7810, 0.6135, 0.7337, 0.7743, 0.7545, 0.7786, 0.7576, 0.7750,\n", + " 0.6119, 0.7574, 0.7385, 0.7882, 0.7874, 0.7504, 0.7657, 0.7584, 0.7852,\n", + " 0.7952, 0.7628, 0.7647, 0.7262, 0.7935, 0.7471, 0.7504, 0.7945, 0.7901,\n", + " 0.7366, 0.7710, 0.6270, 0.7207, 0.7554, 0.7637, 0.7263, 0.7515, 0.7093,\n", + " 0.7664, 0.7841, 0.7979, 0.7523, 0.7372, 0.7517, 0.7426, 0.7654, 0.7897,\n", + " 0.7790, 0.7962, 0.7654, 0.7032, 0.7372, 0.7728, 0.7686, 0.7743, 0.7861,\n", + " 0.7749, 0.7810, 0.7819, 0.7603, 0.8065, 0.7761, 0.7531, 0.7870, 0.7815,\n", + " 0.7740, 0.7305, 0.7663, 0.7929, 0.6151, 0.7747, 0.7384, 0.7773, 0.7834,\n", + " 0.7522, 0.7978, 0.7642, 0.6315, 0.7537, 0.7738, 0.7566, 0.7116, 0.6745,\n", + " 0.7133, 0.7704, 0.7675, 0.7576, 0.7844, 0.7793, 0.7946, 0.6980, 0.7731,\n", + " 0.7544, 0.7861, 0.3428, 0.7625, 0.7665, 0.6800, 0.7764, 0.7533, 0.7644,\n", + " 0.7569, 0.7837, 0.7848, 0.7666, 0.7250, 0.7667, 0.7621, 0.7633, 0.7889,\n", + " 0.7733, 0.7763, 0.7271, 0.7905, 0.7831, 0.7690, 0.7634, 0.6590, 0.7797,\n", + " 0.7743, 0.7657, 0.7664, 0.7481, 0.7980, 0.7880, 0.7700, 0.7374, 0.7854,\n", + " 0.7586, 0.7744, 0.7423, 0.6529, 0.7846, 0.7705, 0.7784, 0.7898, 0.7738,\n", + " 0.7929, 0.7859, 0.6705, 0.7895, 0.7745, 0.7512, 0.7754, 0.7469, 0.7796,\n", + " 0.7639, 0.7833, 0.7529, 0.7565, 0.7780, 0.7579, 0.7629, 0.7843, 0.7834,\n", + " 0.7313, 0.7729, 0.7893, 0.7939, 0.7673, 0.7685, 0.7855, 0.7745, 0.7740,\n", + " 0.7387, 0.7969, 0.7775, 0.4035, 0.7884, 0.7696, 0.7592, 0.7827, 0.7542,\n", + " 0.7917, 0.7889, 0.7340, 0.7436, 0.7733, 0.7588, 0.7847, 0.7777, 0.7893,\n", + " 0.7775, 0.7513, 0.7819, 0.7831, 0.7554, 0.6874, 0.7692, 0.7642, 0.7314,\n", + " 0.7682, 0.7834, 0.7570, 0.7620, 0.7874, 0.7841, 0.7720, 0.7993, 0.7998,\n", + " 0.7743, 0.7534, 0.7777, 0.7746, 0.7692, 0.6422, 0.7516, 0.7203, 0.7745,\n", + " 0.7329, 0.7678, 0.7639, 0.7806, 0.7681, 0.7889, 0.7439, 0.7720, 0.7303,\n", + " 0.7834, 0.7497, 0.7734, 0.8058, 0.7868, 0.7651, 0.7729, 0.7564, 0.7464,\n", + " 0.7769, 0.7572, 0.6420, 0.7771, 0.7545, 0.7632, 0.7644, 0.7729, 0.7497,\n", + " 0.7873, 0.7813, 0.7473, 0.7755, 0.8037, 0.8049, 0.7868, 0.7940, 0.7437,\n", + " 0.7669, 0.7578, 0.6570, 0.7869, 0.7706, 0.7692, 0.7032, 0.7240, 0.7502,\n", + " 0.7339, 0.7905, 0.7559, 0.7402, 0.7505, 0.7840, 0.7746, 0.7692, 0.7460,\n", + " 0.7784, 0.7573, 0.7634, 0.7881, 0.7485, 0.6424, 0.7697, 0.7703, 0.7511,\n", + " 0.7756, 0.7668, 0.7530, 0.7737, 0.7814, 0.7663, 0.7202, 0.7919, 0.7673,\n", + " 0.7843, 0.6501, 0.7493, 0.7868, 0.7528, 0.7637, 0.7572, 0.7801, 0.7263,\n", + " 0.7504, 0.7886, 0.7481, 0.7537, 0.7749, 0.7709, 0.7625, 0.7410, 0.7268,\n", + " 0.7701, 0.7634, 0.7546, 0.7744, 0.5708, 0.7743, 0.7667, 0.8013, 0.6931,\n", + " 0.7848, 0.7566, 0.7508, 0.7880, 0.7756, 0.7824, 0.7597, 0.6489, 0.7300,\n", + " 0.7406, 0.7901, 0.7788, 0.7888, 0.7599, 0.7661, 0.7725, 0.7388, 0.8027,\n", + " 0.7338, 0.3546, 0.7923, 0.7407, 0.7892, 0.6918, 0.7634, 0.7300, 0.7453,\n", + " 0.7486, 0.7875, 0.7359, 0.7641, 0.7814, 0.7910, 0.8015, 0.7550, 0.7342,\n", + " 0.7843, 0.7780, 0.7907, 0.7655, 0.7522, 0.7781, 0.7617, 0.7628, 0.7683,\n", + " 0.7778, 0.7855, 0.7931, 0.7564, 0.7954, 0.7837, 0.6996, 0.7515, 0.7605,\n", + " 0.7864, 0.6322, 0.7780, 0.7853, 0.7880, 0.7918, 0.7558, 0.7588, 0.7833,\n", + " 0.7730, 0.7312, 0.7861, 0.7267, 0.7832, 0.7734, 0.7564, 0.7938, 0.7516,\n", + " 0.7311, 0.7545, 0.7682, 0.7724, 0.7825, 0.7682, 0.7649, 0.7990, 0.7955,\n", + " 0.7598, 0.7772, 0.7500, 0.7775, 0.7458, 0.7458, 0.7623, 0.7782, 0.7466,\n", + " 0.7807, 0.7369, 0.6333, 0.7888, 0.7468, 0.7929, 0.7764, 0.7444, 0.7541,\n", + " 0.7829, 0.7909, 0.7878, 0.7675, 0.7785, 0.7877, 0.7714, 0.7661, 0.7884,\n", + " 0.7705, 0.7603, 0.7590, 0.7865, 0.7755, 0.7722, 0.7836, 0.7851, 0.7472,\n", + " 0.7810, 0.7769, 0.7512, 0.7893, 0.7308, 0.8044, 0.7783, 0.7558, 0.7848,\n", + " 0.7800, 0.7516, 0.7931, 0.7677, 0.7364, 0.7475, 0.2637, 0.7410, 0.7191,\n", + " 0.7698, 0.7815, 0.7683, 0.7810, 0.7863, 0.7796, 0.7699, 0.7724, 0.7583,\n", + " 0.7736, 0.7219, 0.7673, 0.7549, 0.6443, 0.7695, 0.7557, 0.7442, 0.7985,\n", + " 0.7734, 0.7492, 0.7599, 0.7893, 0.7461, 0.7825, 0.7815, 0.7495, 0.7683,\n", + " 0.7963, 0.7665, 0.7451, 0.7900, 0.7809, 0.7812, 0.7642, 0.7546, 0.7595,\n", + " 0.8057, 0.7701, 0.7434, 0.7515, 0.7505, 0.7667, 0.5970, 0.7866, 0.7671,\n", + " 0.7186, 0.7780, 0.7713, 0.7634, 0.7217, 0.7434, 0.7963, 0.7724, 0.7460,\n", + " 0.7627, 0.7275, 0.7857, 0.7588, 0.7670, 0.7386, 0.7771, 0.7955, 0.7450,\n", + " 0.7692, 0.7868, 0.7978, 0.7871, 0.7511, 0.7875, 0.7632, 0.7701, 0.7512,\n", + " 0.7694, 0.7598, 0.7789, 0.8017, 0.8120, 0.7347, 0.7573, 0.7785, 0.7227,\n", + " 0.7784, 0.7497, 0.7690, 0.7795, 0.7844, 0.7422, 0.7449, 0.7709, 0.7611,\n", + " 0.7832, 0.7682, 0.7885, 0.7915, 0.7914, 0.7521, 0.7499, 0.7814, 0.7433,\n", + " 0.6761, 0.7919, 0.7914, 0.7548, 0.7739, 0.7806, 0.7836, 0.7708, 0.7667,\n", + " 0.7370, 0.7566, 0.7982], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.0143e-01, -4.9934e-03, 4.2741e-02, 9.3242e-02, -1.0701e-01,\n", + " 7.7428e-02, -1.8910e-01, -8.9392e-02, -2.3132e-02, -4.5784e-02,\n", + " -4.1730e-02, -1.0371e-01, 1.3541e-01, -2.0895e-01, -1.2316e-01,\n", + " 1.7022e-02, 1.4232e-01, 7.4309e-02, -8.0248e-02, -2.6012e-01,\n", + " -1.2523e-01, 5.8546e-02, -1.7959e-01, -1.2676e-01, 5.8003e-02,\n", + " -1.3653e-01, -1.7579e-01, 2.7068e-02, 3.7713e-02, -2.5284e-02,\n", + " -3.2791e-02, -2.0345e-02, -1.5950e-01, 5.9120e-02, -1.0017e-01,\n", + " 3.7000e-02, -2.0407e-02, -2.8611e-02, -7.9124e-02, 1.4936e-01,\n", + " -6.2012e-03, 5.8687e-02, -3.3066e-02, -7.5131e-02, 3.6580e-02,\n", + " 3.5298e-02, 1.3329e-02, 4.4489e-02, -5.0904e-02, -6.7541e-02,\n", + " 5.7931e-02, -5.1968e-02, -2.5015e-01, 3.3063e-01, -6.6932e-02,\n", + " 3.6971e-03, -7.3106e-02, 1.3976e-01, -7.1259e-03, 2.1873e-02,\n", + " 1.9063e-02, -5.0874e-02, 1.7119e-01, 1.2757e-01, 2.2498e-02,\n", + " 3.3626e-02, -5.7261e-02, -7.9731e-02, -3.3183e-02, 2.9149e-03,\n", + " -6.7393e-02, -5.5129e-02, 9.5156e-02, 5.4337e-02, -7.8790e-02,\n", + " -1.5257e-01, -8.6018e-02, -6.0628e-02, -3.1821e-02, 3.7189e-02,\n", + " -5.9252e-02, -4.9736e-02, -8.8976e-02, 1.9187e-02, -8.6639e-02,\n", + " -1.0876e-01, 9.8190e-03, -2.2983e-02, -8.6669e-02, -2.9525e-02,\n", + " -7.4609e-02, 3.9802e-02, -4.1607e-01, -7.4714e-02, -2.4761e-02,\n", + " -5.8499e-02, 1.1701e-02, 4.5803e-02, -4.9822e-02, 9.7922e-03,\n", + " 5.2427e-03, -8.9786e-02, 4.5227e-03, 6.5158e-03, -9.8430e-02,\n", + " -1.9493e-02, 8.6205e-02, -2.1775e-02, -1.2966e-01, -6.2416e-02,\n", + " 4.1058e-02, -1.5484e-01, 2.1393e-01, 1.0293e-01, -1.0064e-01,\n", + " -4.0447e-02, -1.1923e-01, -1.0184e-01, -1.0383e-02, -5.7004e-02,\n", + " 1.8728e-02, 2.1484e-01, 3.0323e-03, -8.3561e-02, -7.7048e-02,\n", + " -1.3720e-02, 2.2662e-03, -6.0176e-02, -8.5088e-02, 3.3793e-02,\n", + " 1.5667e-02, -1.5965e-01, 5.5040e-02, -8.3388e-02, 2.9673e-02,\n", + " 6.4239e-02, 1.3424e-01, 4.3004e-02, 1.1357e-01, 2.3119e-01,\n", + " -1.8156e-02, -3.4921e-02, -1.1099e-02, -5.2952e-02, -1.3459e-01,\n", + " 4.1903e-01, 1.6441e-02, 4.3016e-02, -7.1121e-02, -7.9867e-02,\n", + " -8.2097e-02, -1.1238e-01, 1.7522e-02, -5.0908e-02, -4.1265e-02,\n", + " -3.1622e-02, -1.4844e-01, -1.4074e-01, -7.4933e-02, -1.7992e-01,\n", + " 8.4362e-02, -1.2056e-01, -2.2558e-02, -4.2900e-02, -8.8516e-02,\n", + " -7.9747e-02, 2.9290e-02, 7.0269e-02, 1.2623e-01, 3.9456e-02,\n", + " -8.1994e-02, -1.0926e-01, -1.3677e-01, -1.3483e-01, -4.3726e-02,\n", + " -2.9857e-01, -2.8666e-02, -1.1584e-01, -1.2584e-01, -2.6323e-02,\n", + " -5.2200e-03, 2.4531e-02, -2.1516e-01, -1.6659e-01, -1.3250e-01,\n", + " -4.6105e-02, -1.3966e-01, -2.5269e-01, -6.7279e-02, -2.1519e-02,\n", + " 9.4692e-02, 1.2129e-01, -3.1024e-01, 1.0302e-01, 4.6490e-02,\n", + " -4.1739e-02, 7.9413e-03, -1.0516e-01, 4.6595e-03, -7.7801e-02,\n", + " -4.0114e-02, -2.0998e-01, -1.4946e-01, -1.5185e-01, -2.1079e-02,\n", + " -1.1764e-01, -1.5317e-01, 4.7520e-02, 9.5037e-03, 2.8224e-02,\n", + " 3.9900e-05, 4.6072e-03, -1.3798e-01, -1.1215e-01, -5.7971e-02,\n", + " 1.5967e-01, 3.7583e-03, 1.1014e-02, -2.2936e-01, -1.1396e-01,\n", + " -1.1638e-01, -1.7005e-01, -1.1042e-01, 1.3025e-01, -8.2165e-02,\n", + " -7.6427e-02, 6.7084e-04, 7.7903e-02, -2.3311e-02, -7.3706e-02,\n", + " -8.9601e-02, -1.2516e-03, -9.1410e-02, -1.7993e-02, -7.8725e-02,\n", + " -9.7344e-02, -9.5807e-02, -1.3243e-01, -8.1831e-02, 9.0982e-02,\n", + " 2.8554e-02, -6.3800e-02, -7.2600e-02, -1.5231e-01, -8.1676e-03,\n", + " -1.9263e-01, 1.0197e-01, -5.9047e-02, 6.8148e-02, -3.5994e-02,\n", + " -1.5703e-01, -2.5103e-01, 3.0768e-02, -2.0629e-03, -2.6039e-02,\n", + " 3.8948e-02, 1.2903e-01, 3.2780e-02, -8.7427e-02, -4.4279e-02,\n", + " -1.1110e-01, -2.3176e-02, -9.2529e-02, -7.3000e-02, -2.6225e-01,\n", + " -1.2744e-01, -3.1652e-02, -7.4526e-02, -4.0342e-02, -4.2960e-02,\n", + " -9.4879e-02, 1.4605e-02, -2.6836e-02, -1.3332e-02, -1.3385e-02,\n", + " -1.0347e-01, -3.2220e-02, 5.8689e-02, -2.8761e-02, 3.7157e-02,\n", + " -9.2335e-02, -5.7692e-02, -3.1017e-02, -6.1644e-02, 1.8922e-02,\n", + " 1.0477e-01, -6.5354e-03, -7.2832e-02, -7.0602e-02, -5.1591e-02,\n", + " -3.4072e-02, -1.9599e-01, 6.0799e-02, -1.5923e-02, -3.1513e-02,\n", + " -1.7796e-02, -1.0490e-02, -3.0052e-01, -1.2014e-02, 7.1590e-03,\n", + " -6.2949e-02, 6.5874e-02, -1.1441e-02, -1.0279e-01, -2.4593e-01,\n", + " -6.7980e-02, -1.3744e-01, 4.4989e-02, -1.3253e+00, 2.6254e-02,\n", + " -7.7236e-02, -6.0397e-02, 3.0818e-02, 3.2389e-02, -1.4791e-01,\n", + " 3.9332e-02, -8.1553e-02, 5.3586e-02, -4.0878e-02, 2.3980e-02,\n", + " -4.6490e-02, -4.2483e-04, -8.8238e-02, -2.2205e-02, -9.7844e-02,\n", + " -1.4514e-01, -6.3814e-02, -5.0033e-02, -2.9971e-02, -8.1532e-02,\n", + " 6.2053e-03, -1.0089e-01, 7.5891e-02, -4.8567e-02, -3.9852e-02,\n", + " -1.0336e-01, -2.5916e-02, -1.2772e-01, -3.6044e-02, -1.2031e-01,\n", + " -7.8469e-02, -1.0135e-01, 3.8181e-02, -1.1267e-01, 5.7698e-02,\n", + " -7.1609e-02, -4.6491e-02, 8.3050e-02, 8.5487e-02, 4.9857e-02,\n", + " -3.3883e-03, -5.8996e-02, -2.6221e-02, -1.7140e-01, 8.1628e-03,\n", + " 6.3680e-02, 5.0356e-02, 6.6914e-02, 3.7472e-02, 1.3137e-03,\n", + " -1.3050e-01, 3.0380e-02, -1.7971e-02, -4.0626e-02, -5.2361e-03,\n", + " -1.0655e-01, -1.3960e-02, -4.0416e-02, -4.5746e-02, -1.6830e-01,\n", + " 7.9041e-02, -3.9216e-02, -9.0009e-02, -9.2831e-02, 3.3608e-03,\n", + " -5.2746e-03, -1.1114e-02, 5.8682e-03, 7.6939e-03, -4.7441e-02,\n", + " -7.2052e-02, 1.4352e-01, -9.3005e-02, 8.6399e-02, 2.9588e-02,\n", + " -1.2586e-02, 5.2336e-02, -7.1770e-02, -4.6364e-02, 5.5223e-02,\n", + " -2.7123e-02, -3.6385e-02, -2.0327e-01, -1.7174e-01, -1.0465e-01,\n", + " -9.6071e-02, -9.3520e-02, -3.1970e-02, -5.4334e-02, 1.0536e-02,\n", + " -1.2030e-01, 5.9584e-02, -5.1205e-02, -1.8804e-02, -1.2551e-01,\n", + " 1.3814e-02, -8.4752e-02, 2.2802e-02, -5.7150e-02, -4.5892e-02,\n", + " 8.0307e-02, 2.9127e-03, -8.9909e-03, -2.3155e-02, 3.5766e-02,\n", + " -1.5983e-02, -7.3481e-02, -2.8415e-02, -8.0515e-02, -2.0025e-02,\n", + " 1.0074e-01, 4.7206e-02, -9.6834e-02, 4.5257e-02, 2.4811e-02,\n", + " -6.5297e-02, -8.2743e-02, 6.6480e-05, -7.9620e-02, -4.9326e-03,\n", + " -7.1912e-02, -1.2333e-02, -1.1540e-02, -4.9912e-02, -7.0069e-02,\n", + " -8.1516e-02, -4.8218e-02, -3.9365e-02, 4.0868e-02, 1.3252e-02,\n", + " -5.8795e-02, -4.8958e-02, -6.6027e-03, 2.7711e-01, -1.2373e-03,\n", + " -8.8508e-02, 7.1061e-02, 1.2673e-02, 2.9927e-02, -4.7488e-02,\n", + " -4.2377e-03, -6.5058e-02, -1.8002e-01, 4.3744e-02, -6.0112e-02,\n", + " -1.5189e-02, -5.9574e-02, -5.7233e-02, 4.2385e-02, 3.8846e-02,\n", + " -1.2096e-01, 9.3776e-02, -1.0829e-01, -1.1481e-01, -1.5028e-01,\n", + " 1.4115e-01, 7.7996e-02, -1.8398e-01, -1.1905e-01, -1.1978e-02,\n", + " -8.0054e-02, 1.5296e-02, 1.3792e-02, -1.0292e-04, -8.5176e-02,\n", + " -1.3021e-01, 1.0696e-01, 5.5722e-03, 4.5604e-02, -1.4489e-03,\n", + " 6.9521e-02, -9.8058e-02, -2.0567e-01, -4.9451e-02, -2.6508e-02,\n", + " -5.8083e-02, -5.5497e-02, -1.2098e-01, 6.2494e-02, 2.1026e-02,\n", + " 3.6045e-02, 9.1769e-02, -1.3193e-01, 8.1221e-02, 1.5089e-01,\n", + " 1.3961e-03, 2.5032e-01, -6.4702e-02, 4.6834e-02, -3.5047e-02,\n", + " 1.0451e-02, -8.8798e-02, -5.2427e-02, -6.5855e-02, -7.4273e-02,\n", + " 4.1624e-04, -1.5369e-01, -9.6673e-03, 7.9560e-02, -6.7841e-02,\n", + " 1.1798e-02, 8.3475e-02, -2.0794e-01, -6.3653e-02, 6.2629e-02,\n", + " -1.3183e-01, 1.6244e-02, -2.3589e-02, 9.3055e-02, -2.1140e-02,\n", + " 4.2758e-02, -1.0177e-01, -6.4002e-02, -7.8640e-03, 4.7018e-02,\n", + " -5.9136e-02, -5.9719e-02, -3.8153e-02, -5.9063e-02, 1.4037e-02,\n", + " 1.0244e-02, -2.9816e-03, -1.0705e-01, 2.2184e-02, -5.5526e-03,\n", + " -1.0034e-02, 5.0494e-02, -1.3265e-01, -7.0443e-02, -1.4304e-01,\n", + " -1.6180e-01, 2.4252e-01, 1.8177e-02, -1.0973e-01, -5.1843e-02,\n", + " -3.4870e-02, 1.4373e-01, 1.1962e-01, -1.1743e-01, -1.9941e-01,\n", + " -6.6768e-02, 1.8511e-02, -7.0087e-02, -8.0740e-02, -6.6083e-02,\n", + " -2.2032e-02, -1.0289e-01, -1.2225e-01, -6.8281e-02, 1.4065e-02,\n", + " -6.2295e-02, 1.0831e-01, 1.1434e-01, 2.8178e-02, -7.1535e-02,\n", + " -5.8679e-02, -6.6729e-02, -3.2983e-02, 6.0738e-02, -3.1816e-02,\n", + " -8.1991e-02, -5.1170e-03, -2.2542e-02, 1.0787e-01, -1.1177e-01,\n", + " -3.3998e-02, -6.6702e-02, 6.8574e-02, -2.5580e-02, -6.8048e-02,\n", + " -7.3815e-02, 5.8408e-02, -2.0159e-01, -1.0245e-01, -2.6963e-02,\n", + " -1.0858e-01, -2.2716e-01, -5.7255e-02, 4.5971e-02, 1.0333e-02,\n", + " -5.2310e-02, 9.4175e-02, -9.9383e-02, -8.0028e-02, -1.3144e-01,\n", + " -5.0119e-02, -7.4634e-02, -8.2753e-02, -6.2592e-02, -6.9675e-02,\n", + " -7.6120e-02, -1.1141e-01, -4.1137e-03, -1.5496e-02, -5.8083e-02,\n", + " -1.3553e-01, -1.5801e-01, -9.8654e-02, -6.6115e-02, -4.0994e-02,\n", + " -5.4468e-02, -8.1193e-02, -4.7469e-02, -6.5199e-02, -1.9515e-01,\n", + " -4.3937e-02, -1.1581e-01, -1.8487e-02, -9.4769e-02, -1.7210e-01,\n", + " -5.3808e-02, 1.9768e-02, -8.5274e-02, -5.1541e-02, -3.0522e-02,\n", + " 2.0447e-03, -3.8913e-02, 9.9208e-03, -6.0766e-02, -8.5432e-03,\n", + " -7.1613e-02, -4.8532e-02, -1.1243e-02, -3.9497e-02, -9.9270e-02,\n", + " -2.7192e-02, -5.7511e-02, -7.0599e-02, -1.0108e-01, -1.0721e-01,\n", + " 1.4557e-02, 4.5414e-03, -9.4671e-02, -4.8175e-02, 7.1737e-02,\n", + " 7.1193e-03, -1.7458e-01, -4.0933e-02, -4.1107e-02, -1.0480e-01,\n", + " 2.7921e-02, -3.3553e-02, 3.1001e-02, -9.5486e-02, 3.7972e-01,\n", + " -7.1385e-02, 3.2415e-02, 6.0585e-03, -3.7170e-02, -1.0343e-01,\n", + " -2.7739e-02, 7.4117e-03, -9.5236e-02, -8.6405e-02, -8.0781e-02,\n", + " 7.0634e-02, -5.2213e-02, 1.6595e-01, -7.5049e-02, 9.3369e-03,\n", + " 1.2854e-01, -1.6799e-01, -3.6455e-02, 7.0720e-03, -3.8206e-02,\n", + " -1.2850e-01, -2.2814e-01, -1.2550e-01, 5.3108e-03, 1.1336e-01,\n", + " -9.7223e-02, -4.0442e-02, -2.0390e-01, -3.0108e-02, -5.2283e-02,\n", + " 5.5274e-02, -1.0316e-01, 5.1803e-02, -1.6547e-02, -6.1918e-02,\n", + " -7.8293e-02, -1.8994e-01, -1.5109e-02, -6.5865e-03, 2.1264e-02,\n", + " -1.6797e-01, 1.5695e-02, -1.3800e-02, -6.6126e-02, -2.1529e-02,\n", + " -1.3944e-01, -7.4726e-02, 1.6154e-01, -1.3701e-01, 5.0910e-02,\n", + " -9.3107e-02, -9.9301e-02, -1.4887e-01, -2.3922e-02, 6.2611e-02,\n", + " 2.0513e-02, -1.2329e-01, 5.7264e-02, -2.7459e-02, -1.0513e-02,\n", + " -1.4072e-01, 2.2282e-02, -4.3426e-02, -2.8376e-02, -8.6946e-02,\n", + " -2.6412e-02, 5.3807e-02, -1.1728e-01, -7.2237e-02, -1.4108e-01,\n", + " -3.4616e-02, -2.0320e-03, -6.6681e-02, 8.0399e-02, -7.6000e-02,\n", + " 6.4613e-03, -8.9355e-02, 3.0802e-02, -7.0571e-02, -2.1900e-01,\n", + " -8.1873e-02, -4.5134e-02, 7.8777e-02, 5.7836e-02, -5.9510e-02,\n", + " 1.9152e-02, 2.2420e-02, -1.6827e-01, 2.8863e-02, -8.6799e-02,\n", + " -4.5602e-02, -4.0573e-02, -5.7080e-02, 3.4489e-02, -9.9306e-02,\n", + " -2.6564e-02, 3.3490e-02, 4.3646e-03, -2.0360e-01, -1.5719e-02,\n", + " -9.2399e-02, 1.2681e-01, -1.1192e-01, 7.5411e-02, -1.2355e-01,\n", + " -9.7518e-02, -4.3362e-02, 1.3810e-02, 4.0390e-02, -6.9647e-02,\n", + " -1.0712e-01, 4.1679e-03, 2.8388e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.7828e-01, 1.7388e-01, -2.4979e-01, -8.8096e-01, 4.1262e-01,\n", + " 1.5108e-02, 5.1027e-01, 2.6685e-01, 4.0594e-01, 3.3868e-02,\n", + " 8.8817e-01, 4.7128e-01, 8.1815e-03, -8.0834e-01, 4.2590e-01,\n", + " 9.6045e-03, -2.6004e-01, 1.8182e-01, 3.0970e-01, 1.0816e-01,\n", + " 2.8345e-01, -3.3274e-01, 6.4790e-01, -2.9134e-03, 7.4752e-01,\n", + " 1.8628e-02, 2.8188e-01, -5.8661e-01, -4.9826e-02, -4.2597e-01,\n", + " 7.5364e-01, -3.6558e-01, -5.2977e-01, -4.3300e-01, -2.3954e-01,\n", + " 6.1852e-01, 2.4070e-01, 5.2911e-01, 4.0765e-01, -5.0417e-01,\n", + " -3.0623e-01, 5.5614e-01, -3.4991e-01, 7.1019e-01, 6.0583e-01,\n", + " 5.7244e-01, -1.8193e-01, -8.4840e-02, -3.2778e-01, -9.6066e-02,\n", + " 2.4517e-01, -3.0803e-03, 5.0514e-01, -1.9854e-01, -2.7128e-02,\n", + " -3.7479e-01, 3.4987e-01, 7.1312e-01, 1.1047e-01, 3.3697e-01,\n", + " 3.2412e-01, -2.1859e-01, 6.0765e-01, 5.5359e-01, 2.1349e-01,\n", + " -1.1427e-02, 7.5359e-02, -1.1980e-01, -2.2860e-02, 4.5371e-02,\n", + " 6.2298e-02, 6.2703e-02, -2.0807e-01, -6.9717e-02, -5.2878e-01,\n", + " 3.9185e-02, 7.0183e-03, -2.5771e-01, 4.3449e-02, -1.8070e-03,\n", + " 5.7689e-01, 8.5976e-02, -5.2910e-02, -1.0032e-02, 1.4359e-04,\n", + " -1.2310e-01, -7.0367e-02, 2.6969e-02, 2.4664e-02, 1.5651e-01,\n", + " -3.2643e-02, 1.2945e-02, -1.8505e-01, 2.0094e-02, -1.0406e-01,\n", + " -7.5938e-02, 2.0558e-01, 1.6011e-01, -1.9375e-01, 1.3385e-01,\n", + " -2.3059e-02, -1.3722e-01, 5.5617e-01, 3.3360e-01, -1.0148e-01,\n", + " 2.2386e-01, -5.4193e-02, -8.0008e-02, 1.6092e-01, -1.4704e-01,\n", + " 2.9962e-03, -9.9762e-02, 1.1598e-01, 4.1289e-01, -1.3658e-01,\n", + " -1.1164e-01, 1.1897e-01, 1.2024e-01, -4.0287e-02, -3.7066e-04,\n", + " -1.7201e-01, -1.0355e-01, 6.2728e-01, -2.3495e-02, -6.3883e-02,\n", + " -1.7491e-01, 7.2600e-02, 2.3547e-02, -1.0739e-01, 3.8582e-03,\n", + " -8.5657e-02, 9.4554e-02, -5.3064e-02, 1.1848e-01, -3.8236e-02,\n", + " -7.8472e-02, -1.4011e-01, 6.1505e-03, -6.8058e-02, -1.8473e-02,\n", + " 1.7013e-01, -3.0498e-02, 4.7946e-03, 1.0680e-01, 1.3684e-01,\n", + " 1.4785e-02, -1.2228e-01, -5.8535e-02, -6.3136e-02, -5.7434e-02,\n", + " 8.6538e-02, 9.7179e-03, -4.7574e-02, -1.6403e-02, 8.8491e-02,\n", + " -4.0462e-02, 4.5423e-02, 5.5447e-02, -5.1824e-02, -4.6620e-02,\n", + " -1.8069e-02, 1.0426e-02, -2.2636e-01, 1.8090e-02, -8.0613e-02,\n", + " 3.3888e-02, 3.9108e-02, -1.6856e-02, -4.7769e-02, 1.1293e-02,\n", + " 1.1529e-01, -9.0463e-02, 2.2069e-02, 2.5320e-01, 4.0131e-02,\n", + " -9.6583e-02, 2.8811e-02, 5.8663e-02, 1.9140e-02, -2.5719e-03,\n", + " 2.4614e-02, 4.2314e-02, 7.6878e-02, -3.0461e-02, 5.2760e-02,\n", + " -3.2980e-02, -3.8637e-03, -5.1831e-02, 1.4192e-01, -4.3704e-03,\n", + " -1.7694e-02, -7.0610e-02, -2.3816e-02, -4.0660e-02, 1.4003e-02,\n", + " -6.1198e-02, 2.4464e-02, -1.8903e-02, 5.0180e-02, 2.4999e-02,\n", + " -4.7171e-02, -1.5356e-02, 6.5769e-02, -4.6491e-02, -1.3974e-02,\n", + " 6.4555e-02, -6.6422e-03, -8.2889e-02, -5.1353e-02, -8.3838e-02,\n", + " 4.1368e-02, 1.9020e-02, -2.7633e-02, -7.8299e-03, -8.1355e-03,\n", + " 3.0134e-02, -3.5173e-02, -4.6550e-03, 1.4792e-02, -4.1948e-02,\n", + " -1.7700e-02, 2.7572e-02, -2.8712e-02, -6.9060e-02, -8.5316e-03,\n", + " 1.1866e-01, -1.7745e-02, 7.5592e-02, -8.4191e-03, -2.2625e-02,\n", + " 4.2021e-02, 1.1814e-03, -3.7635e-02, 4.4854e-02, 1.7472e-02,\n", + " -1.1928e-01, -4.5663e-03, -9.7203e-02, 3.1746e-02, 1.1231e-02,\n", + " -3.7477e-02, 1.1713e-02, -1.3030e-02, -8.8917e-03, -1.1926e-03,\n", + " -7.2705e-02, 1.5932e-02, 2.1720e-02, -8.1718e-02, 1.5739e-02,\n", + " 6.3491e-02, 3.9482e-02, 1.6228e-02, -2.4103e-03, -8.2175e-02,\n", + " -3.9398e-02, -6.0636e-02, -4.1069e-02, -2.0088e-01, -3.0593e-02,\n", + " 1.8884e-01, -1.4458e-02, 6.3748e-02, -1.6136e-01, -7.7534e-02,\n", + " 2.2107e-02, -2.8302e-02, 2.7287e-02, 1.3265e-02, -1.0384e-01,\n", + " -1.7903e-01, 2.9271e-01, 1.2659e-01, -1.1810e-01, -1.0662e-01,\n", + " -4.7906e-03, 3.6442e-02, -1.8094e-01, -1.2608e-01, 4.6527e-01,\n", + " 3.8807e-02, -2.1846e-01, 5.2429e-02, -8.8582e-02, 1.9557e-01,\n", + " -2.2175e-01, -9.3773e-02, -1.2251e-01, 6.3820e-02, -4.4651e-02,\n", + " 1.5360e-02, 7.1327e-02, -2.2800e-01, -3.0155e-02, 9.0547e-02,\n", + " 5.0814e-01, 2.4612e-02, 4.9686e-02, 1.0961e-01, -1.1830e-01,\n", + " -2.7520e-02, -3.1938e-02, -1.0410e-02, -5.5125e-03, -3.2924e-01,\n", + " -7.1661e-02, 6.5876e-02, -1.3114e-01, 4.3042e-02, 2.6686e-01,\n", + " -2.1091e-01, -5.9893e-02, -2.8580e-02, 9.4617e-03, -3.2204e-02,\n", + " 3.8460e-01, 1.0228e-01, 2.9267e-01, -2.9763e-02, 1.7144e-02,\n", + " 1.6053e-02, 1.4258e-01, 6.8994e-02, 8.0088e-03, -1.6354e-01,\n", + " 2.3035e-03, 8.1264e-02, -1.2097e-01, 8.7107e-02, -6.0923e-02,\n", + " -5.0290e-02, -7.7048e-02, -2.4717e-02, -1.0725e-01, 5.9406e-02,\n", + " -1.4322e-02, -2.1740e-02, -7.2168e-03, -3.8212e-02, -8.2943e-02,\n", + " -1.7301e-02, -6.2922e-02, 5.1462e-02, -2.7902e-02, 1.6990e-01,\n", + " 1.4685e-01, 1.2679e-01, -1.0864e-01, 7.5857e-03, -1.3788e-02,\n", + " 4.1558e-02, -1.0008e-01, 6.0113e-02, -7.3200e-02, -5.4620e-02,\n", + " 6.9373e-02, 2.3142e-02, -9.0472e-03, 1.2893e-01, 7.6576e-02,\n", + " 1.6900e-01, -6.8699e-02, -9.4955e-02, -1.2883e-01, 2.9429e-02,\n", + " -1.9395e-01, 3.2958e-02, 1.1447e-01, 2.3098e-01, 7.5079e-02,\n", + " -3.2807e-02, -4.8285e-02, 7.7230e-02, 3.5120e-02, 8.3944e-03,\n", + " 1.0837e-01, 1.2237e-01, 5.0147e-02, 1.1804e-01, 5.2960e-02,\n", + " 5.0756e-02, -5.8748e-02, 4.5665e-02, -4.5798e-02, 7.8257e-02,\n", + " 1.6366e-02, 1.1808e-01, 8.0911e-02, 4.1725e-01, 3.5495e-01,\n", + " -7.6573e-02, 1.4750e-01, 6.6427e-02, -6.6274e-01, 2.4082e-02,\n", + " -6.6826e-01, 4.2987e-02, -1.5593e-01, -2.8234e-02, -6.4874e-02,\n", + " -1.2768e-01, 9.6632e-03, -6.9786e-02, 2.9997e-01, -2.7758e-02,\n", + " -2.5363e-02, -3.4383e-02, -9.7206e-02, 3.9527e-03, 1.6396e-01,\n", + " -3.9399e-02, -4.1567e-02, -9.4707e-03, 3.6867e-02, -2.2448e-01,\n", + " -5.2776e-02, 2.6941e-02, 1.7360e-02, -2.0800e-02, 2.8772e-01,\n", + " 2.3816e-02, 4.5806e-02, 4.9898e-01, -3.9207e-03, -7.3104e-02,\n", + " -1.0077e-01, -5.3539e-02, 2.3399e-03, 2.1634e-01, 5.1464e-02,\n", + " -2.4400e-01, 2.8261e-03, 1.5627e-01, 5.6371e-01, 5.1302e-02,\n", + " -3.7652e-02, 6.4167e-02, 1.7943e-02, -1.1051e-01, -4.4833e-02,\n", + " -6.8963e-02, 2.2003e-01, -3.9271e-02, 7.2539e-03, -5.2928e-01,\n", + " 2.6503e-01, -1.6371e-01, 2.0212e-01, -5.4760e-02, -1.7445e-01,\n", + " -5.9251e-02, -1.9812e-01, 9.8129e-02, -2.3808e-02, 3.5511e-02,\n", + " 5.7011e-02, -8.3704e-03, 5.3371e-02, -6.8948e-02, -9.5123e-02,\n", + " 4.4339e-02, 1.2283e-01, -2.2844e-01, -1.5488e-02, 2.2036e-02,\n", + " 5.1570e-02, 2.5603e-02, 1.3208e-02, -2.3254e-02, 2.5903e-01,\n", + " -3.7322e-02, -8.4126e-02, -8.3285e-02, -3.4295e-02, -1.6127e-01,\n", + " -9.8825e-02, 6.7793e-02, 7.7932e-02, 4.4187e-02, -5.2823e-02,\n", + " -3.7790e-02, 5.1521e-02, -1.4687e-03, -6.9830e-02, -4.1945e-02,\n", + " 2.4203e-01, -3.0522e-02, -4.1389e-02, -1.9859e-02, -1.0494e-01,\n", + " 1.0854e-01, 3.0142e-02, -1.9002e-01, -6.8919e-02, 1.5828e-01,\n", + " 6.4635e-02, -5.0537e-02, -2.3225e-02, 2.0059e-01, 8.4864e-03,\n", + " -4.4478e-02, -2.2666e-02, 1.8239e-02, -3.7124e-02, -6.8431e-02,\n", + " 8.5613e-02, -8.3663e-02, 1.3819e-01, 9.0471e-02, 4.7371e-02,\n", + " 1.4059e-01, 4.2239e-02, -5.9315e-02, -1.3510e-02, -6.7688e-02,\n", + " 1.2778e-01, 8.7979e-02, -5.1866e-02, -8.5598e-02, -4.7889e-02,\n", + " 3.9641e-02, 3.4937e-02, 3.8436e-02, 1.9870e-02, 3.6742e-02,\n", + " 1.0254e-01, -5.2417e-02, -3.4583e-02, 3.3809e-03, -2.4272e-02,\n", + " -3.6904e-02, 1.5232e-01, 2.3057e-02, -6.1406e-02, 1.5491e-01,\n", + " 7.2610e-03, -2.8631e-03, -2.6343e-01, -7.2982e-02, -2.8003e-02,\n", + " 1.7058e-01, -3.4390e-02, -3.9994e-02, 3.3394e-02, 7.2923e-03,\n", + " 7.7603e-02, 8.1766e-02, 1.9118e-01, -1.0392e-01, -1.2923e-01,\n", + " 1.5261e-02, -1.1451e-02, -5.6891e-02, -5.6221e-02, -9.5668e-02,\n", + " 3.4959e-02, -1.4882e-01, -4.5296e-02, -5.4198e-02, -5.1791e-03,\n", + " -8.6150e-03, 1.6170e-02, -7.9183e-02, 5.1190e-02, 2.0784e-01,\n", + " 2.1288e-01, -2.2918e-01, -8.7714e-02, -5.9614e-02, -1.7093e-01,\n", + " -2.2302e-02, -6.5639e-02, 1.3007e-02, -1.4045e-01, 9.0279e-02,\n", + " 5.8246e-02, 1.7757e-01, -9.9000e-03, -8.9437e-02, -4.9660e-01,\n", + " 4.6532e-01, 1.4165e-01, -2.3080e-01, -5.7419e-02, 4.0208e-02,\n", + " -2.8215e-01, 6.5732e-01, -8.4432e-02, 1.1563e-01, 9.2373e-03,\n", + " 2.1267e-02, 2.5095e-01, 5.4742e-03, 1.3396e-03, -3.3636e-02,\n", + " -3.4537e-01, -1.0975e-01, 1.9603e-01, -1.8149e-01, 9.2642e-02,\n", + " -2.5925e-01, 4.3576e-01, -2.8390e-02, -1.1000e-01, -4.0345e-02,\n", + " 3.7427e-01, 2.2233e-01, 6.8468e-02, -5.6418e-02, -2.7373e-01,\n", + " 3.1904e-01, 2.8227e-01, 4.5177e-01, 5.5871e-02, 3.4351e-01,\n", + " -1.8599e-01, -1.7937e-01, 6.8113e-02, -1.9560e-01, 7.2379e-02,\n", + " -1.2231e-01, 1.6123e-01, 4.9954e-02, -3.0685e-02, 9.7240e-02,\n", + " 1.4346e-02, 4.4284e-01, -2.4737e-01, -2.8470e-01, -1.7316e-03,\n", + " 1.7734e-01, -5.8512e-03, -2.2428e-02, -2.0035e-01, -1.5070e-01,\n", + " 4.3294e-01, 1.3048e-01, -7.8763e-02, -5.5947e-03, 4.3358e-01,\n", + " -5.9521e-02, 1.1365e-02, -4.3341e-02, 5.5436e-03, 7.3392e-02,\n", + " 7.4399e-02, -5.2247e-02, 1.2794e-02, 7.3504e-02, -1.7625e-01,\n", + " -1.8620e-01, -7.6687e-03, 1.0429e-01, -6.5680e-04, 4.2952e-02,\n", + " -3.3484e-02, -6.5974e-02, 7.3887e-02, -2.4738e-01, -9.2251e-02,\n", + " 5.1278e-07, 3.1674e-01, 1.1765e-02, -1.7086e-01, 2.0144e-02,\n", + " 2.8905e-02, -8.8639e-03, 1.1884e-01, -4.8498e-02, -1.3477e-02,\n", + " -6.6626e-02, 5.3787e-02, 8.3792e-03, 9.4380e-02, 2.5920e-02,\n", + " 5.4803e-02, -1.0655e-01, -4.7230e-02, 1.5653e-01, 1.5982e-01,\n", + " 1.8880e-02, -8.5382e-02, 1.0879e-02, 1.2653e-01, 2.0570e-02,\n", + " 8.1563e-02, -1.6467e-03, 1.2383e-01, 5.4735e-02, -1.4669e-02,\n", + " -8.6958e-02, -2.4704e-02, 9.1810e-02, 3.6790e-02, 4.2269e-02,\n", + " 2.6214e-02, -9.3997e-02, 6.7285e-02, 7.7302e-02, -2.3614e-01,\n", + " 1.1277e-01, 6.3391e-02, -3.5829e-02, 1.9878e-02, -6.0446e-03,\n", + " 1.3902e-02, -6.9659e-02, 8.2533e-02, -2.1361e-02, 1.9019e-02,\n", + " -1.3146e-02, 1.0154e-01, -2.5013e-02, -6.0032e-03, -1.5126e-02,\n", + " 8.2739e-02, 8.1304e-02, 3.3957e-02, 5.7780e-02, 9.7489e-02,\n", + " -5.8147e-02, -9.0637e-02, 5.0121e-02, -2.9774e-02, 2.9458e-02,\n", + " 2.1534e-02, 1.1424e-02, -3.9535e-02, 2.8709e-02, -2.3269e-02,\n", + " 4.2547e-02, 5.0932e-03, 5.7767e-01, 6.8402e-02, 3.6074e-03,\n", + " -2.8072e-02, -4.2773e-02, -5.7055e-02, -8.9540e-02, 3.7986e-02,\n", + " -8.9288e-02, -6.9921e-02, 7.2772e-02, -5.6096e-02, -7.1482e-02,\n", + " -8.2207e-02, -5.7653e-02, 8.7706e-02, 7.6060e-02, -1.3794e-02,\n", + " -1.0245e-01, -3.8488e-02, 4.2797e-02, 1.1156e-01, -6.8890e-03,\n", + " -3.8860e-02, -3.5087e-02, 3.7793e-02, -1.5162e-02, -6.4295e-02,\n", + " 1.8360e-02, -1.1452e-02, 2.8287e-02, 4.6928e-02, 3.4585e-04,\n", + " -7.4078e-02, 1.2018e-01, -4.0804e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.0441e-03, 1.3689e-03, -3.9434e-03, 6.4613e-03, -1.4892e-03,\n", + " -1.9084e-03, 5.3346e-04, 2.7463e-04, 3.0279e-04, 1.3987e-03,\n", + " 6.2668e-04, -8.3980e-04, 9.2963e-04, 3.0526e-03, 5.4793e-04,\n", + " -5.3155e-03, -1.1958e-03, 1.5725e-03, 9.8040e-04, 1.4004e-03,\n", + " -3.5909e-03, -1.2560e-03, -2.2645e-03, 4.5728e-03, -1.4357e-03,\n", + " 7.0878e-03, 1.3209e-03, 1.1415e-03, 1.3562e-03, -5.9839e-04,\n", + " -7.5759e-04, 1.5238e-03, -2.7394e-04, -2.6662e-03, -9.7500e-03,\n", + " -2.9413e-03, 3.6765e-03, -8.0697e-04, -3.7855e-03, -7.8704e-04,\n", + " 1.3643e-03, 1.0407e-03, 2.2656e-03, -6.6159e-04, 6.1480e-04,\n", + " 1.0705e-03, 9.1614e-04, -1.2893e-03, 7.1373e-05, 5.2995e-04,\n", + " 4.5932e-04, -8.4730e-04, -5.2598e-04, 3.7081e-03, 1.3428e-04,\n", + " 1.3707e-03, -9.2699e-03, 1.6941e-03, 4.6486e-03, -4.3084e-04,\n", + " -9.1174e-04, 5.9390e-04, -3.6343e-04, 1.3480e-04, 3.1486e-03,\n", + " 9.4782e-03, 3.3457e-04, 3.6641e-03, 4.0554e-03, -1.1247e-02,\n", + " -6.7357e-03, -6.9925e-04, 5.2669e-03, -8.8925e-03, -8.5865e-03,\n", + " 5.4483e-03, 4.2291e-03, 5.1654e-03, 1.2046e-02, 1.9329e-03,\n", + " 1.0402e-02, -2.2832e-03, -1.0828e-03, -7.7560e-03, 4.6727e-03,\n", + " 1.5169e-02, -7.6730e-03, -7.7556e-03, 5.1383e-03, -1.0660e-03,\n", + " 4.6742e-03, -1.9280e-03, -3.5727e-03, 8.2793e-03, 8.3554e-03,\n", + " -1.0741e-02, 3.6171e-03, 6.7779e-04, -3.6308e-03, 4.3056e-03,\n", + " 1.1010e-02, 4.2350e-03, 3.6289e-03, 3.3126e-03, -1.0095e-03,\n", + " 2.3365e-04, -1.7701e-04, -7.2488e-03, -9.3016e-03, 5.0050e-04,\n", + " -5.5789e-03, -5.3507e-03, -3.0950e-03, 1.2153e-03, -3.3957e-03,\n", + " 2.7965e-03, -4.4673e-03, 9.4059e-03, -4.6939e-03, 1.1412e-03,\n", + " -2.2597e-03, -2.1981e-03, 4.6398e-03, -4.6788e-03, 1.1694e-02,\n", + " -8.6865e-03, 5.2599e-04, -7.8855e-03, 1.0934e-03, 3.5553e-03,\n", + " 4.9240e-03, -5.1528e-03, -2.3380e-04, 1.7372e-03, 4.8919e-04,\n", + " 4.4564e-04, -7.1640e-04, 7.1178e-03, -3.2159e-03, 2.6002e-03,\n", + " -4.6343e-04, -1.8761e-03, 3.0307e-03, -1.7287e-03, -1.1472e-03,\n", + " -1.7795e-04, 5.4250e-03, -1.8490e-03, -1.5405e-03, 3.8756e-03,\n", + " 3.6301e-03, 1.7624e-03, -4.1888e-04, 5.2788e-04, -1.3847e-03,\n", + " 1.8162e-03, 5.1979e-03, -1.6769e-04, 3.2218e-03, 1.9448e-03,\n", + " 4.2212e-04, 1.4786e-03, -1.1618e-04, -7.5453e-04, 2.7817e-04,\n", + " 3.5576e-03, 3.3683e-03, -2.3536e-03, -6.5503e-04, 1.6933e-03,\n", + " 2.7853e-03, -5.2000e-03, -1.4945e-04, 1.2100e-03, -5.9097e-04,\n", + " -9.9565e-04, -2.5361e-03, -4.5888e-03, 4.5979e-03, -7.9534e-04,\n", + " 8.9417e-04, 8.1526e-05, -1.3397e-03, 2.3279e-03, 2.8537e-03,\n", + " 1.2432e-02, 3.1424e-03, -2.9543e-03, -3.9430e-03, 4.4507e-03,\n", + " 2.5661e-03, 3.3989e-03, -9.1040e-04, -4.4599e-03, 9.0093e-04,\n", + " -5.1682e-03, -2.9268e-03, -7.3542e-03, 4.9652e-04, -1.8690e-03,\n", + " -1.8926e-03, -2.3462e-04, 4.3676e-03, 2.2576e-03, -1.9120e-05,\n", + " 1.8887e-03, -1.2532e-02, -8.0256e-03, -8.0721e-04, 2.3846e-03,\n", + " 1.7169e-04, 5.6851e-03, -5.5821e-03, 1.4118e-03, 1.0748e-03,\n", + " 1.8289e-03, -5.0771e-03, 1.0130e-03, -2.2419e-03, 4.8901e-04,\n", + " -1.2441e-05, 7.5470e-04, 3.8318e-03, -3.5594e-03, -1.6058e-03,\n", + " 6.5638e-03, -5.9850e-04, 2.6132e-03, 2.2498e-03, 1.2037e-03,\n", + " -1.0659e-03, -1.8633e-03, 4.2239e-03, 3.4310e-03, -1.5420e-03,\n", + " -4.0928e-03, -2.7162e-03, 5.1966e-04, -1.9576e-03, -9.1512e-04,\n", + " -1.2544e-03, 5.8817e-03, 5.4121e-03, 1.3099e-03, -5.0480e-03,\n", + " -5.3172e-03, 1.6385e-03, -9.1118e-03, -2.2725e-03, 3.0670e-03,\n", + " 1.0851e-03, 3.0508e-03, -5.5764e-03, 2.0700e-03, 2.3309e-03,\n", + " 2.9400e-03, 9.5438e-03, -1.6201e-03, -6.8563e-03, 5.6020e-03,\n", + " 1.1154e-02, 2.1747e-03, 1.4131e-02, -2.4545e-02, 3.1373e-03,\n", + " 9.7459e-03, -2.1978e-03, -4.4479e-03, 1.6435e-03, 4.9989e-03,\n", + " -7.0998e-03, -1.3566e-03, -2.8348e-03, -7.4927e-03, -1.4080e-03,\n", + " 9.8485e-03, 2.9718e-03, -6.8947e-04, -9.4031e-03, 1.5350e-02,\n", + " -5.5662e-03, -1.1751e-02, -1.3801e-02, -1.0765e-02, 8.6861e-03,\n", + " -5.3052e-03, -1.0070e-02, -1.5609e-03, 3.3453e-03, -1.3292e-03,\n", + " -5.7872e-03, 7.7676e-03, -8.1213e-03, -1.4545e-03, -3.6492e-03,\n", + " 5.8688e-03, 1.2532e-03, -1.5463e-03, 9.9670e-03, -2.6222e-03,\n", + " 5.6471e-03, -2.1333e-03, 4.8168e-03, 1.3471e-04, -7.5099e-03,\n", + " -1.1230e-03, 7.4495e-03, 2.1129e-04, -2.7851e-03, 7.4338e-03,\n", + " -9.4473e-03, -3.6843e-03, -4.0702e-03, 8.5089e-03, -5.7787e-03,\n", + " 1.4650e-02, 4.7674e-03, 5.1760e-03, -2.1781e-03, -1.8996e-03,\n", + " 6.2460e-04, -3.1290e-03, 1.3608e-03, 2.4047e-03, 2.0628e-03,\n", + " -3.2602e-03, 5.5447e-03, -2.8735e-03, 1.7623e-03, 7.1874e-05,\n", + " 2.1226e-03, 1.3270e-03, -1.4843e-03, -1.5056e-03, -2.6795e-05,\n", + " -1.2762e-05, 1.0878e-03, -3.0357e-03, 1.6317e-03, 2.6342e-03,\n", + " -3.4545e-03, -1.3665e-03, 3.8459e-03, 2.2929e-03, 1.3371e-03,\n", + " 1.4433e-03, 3.7467e-03, -1.0538e-03, -9.2442e-05, -1.4064e-03,\n", + " 4.6103e-03, -3.7210e-03, 1.0919e-03, -3.7678e-04, -1.0539e-03,\n", + " -3.0968e-04, 5.1944e-04, 5.1615e-03, 1.8536e-03, 3.7833e-03,\n", + " -6.5290e-03, -6.1298e-03, 3.7474e-03, 2.1960e-03, 6.9209e-04,\n", + " -7.8338e-04, -1.7817e-04, 1.8147e-03, 3.2978e-03, -3.5204e-04,\n", + " 3.0344e-03, -5.9179e-04, 1.3784e-03, 4.7867e-03, -4.5108e-04,\n", + " -2.4946e-03, -3.9413e-03, -1.5173e-03, -5.7540e-04, -1.1008e-03,\n", + " 8.3574e-04, 1.0704e-03, 1.8629e-03, 3.9646e-04, -7.7140e-04,\n", + " 1.0462e-02, 1.1229e-02, -1.7485e-02, 1.1333e-02, 3.8884e-03,\n", + " -1.6043e-02, 1.3526e-02, -2.8029e-02, 4.5591e-03, -1.6116e-03,\n", + " 1.4226e-02, 2.9161e-03, -3.8195e-03, -2.4383e-03, -5.5529e-03,\n", + " -2.0883e-03, 3.1088e-03, -7.4964e-03, -1.4530e-02, 1.7738e-02,\n", + " 6.7353e-03, -9.1193e-03, -2.7397e-03, 1.1844e-02, 6.3929e-03,\n", + " -1.4143e-02, -6.4322e-03, 1.9786e-02, -3.0842e-03, 3.2740e-03,\n", + " -3.3810e-03, -6.7959e-04, 2.5417e-04, 4.5992e-03, 1.0335e-02,\n", + " 9.2517e-03, -5.1181e-03, -1.5245e-02, -5.1293e-03, 2.2085e-02,\n", + " 3.0031e-03, -5.0844e-03, 1.8939e-03, 5.6926e-03, -4.5820e-03,\n", + " -5.0711e-03, -2.2061e-03, -2.1429e-03, 4.1158e-03, -1.0520e-02,\n", + " -3.7363e-03, 6.5011e-03, 1.5799e-02, 5.9543e-03, 1.5043e-03,\n", + " 3.6700e-03, 6.1886e-03, 8.4951e-03, 3.2214e-03, -1.5772e-02,\n", + " 6.7678e-04, -1.2508e-03, -9.6835e-04, -1.6958e-03, -7.0949e-03,\n", + " -5.1247e-03, 4.0065e-03, 1.2487e-03, -2.2215e-03, 5.5468e-04,\n", + " -6.2119e-03, -2.6922e-03, -4.8754e-03, -6.7412e-03, 5.1497e-03,\n", + " 6.2999e-04, -7.7962e-03, -3.4909e-03, -2.1342e-03, -2.6067e-03,\n", + " -5.8847e-03, -2.8624e-03, -7.1139e-04, 2.4397e-03, 5.5396e-03,\n", + " -2.4676e-03, -9.3474e-04, 2.2739e-03, -5.4292e-04, 2.9439e-03,\n", + " -1.8736e-03, -1.0395e-03, -1.1034e-03, 5.3041e-04, 3.8776e-03,\n", + " -4.6939e-03, -1.3208e-03, -3.3843e-03, 4.3633e-04, 2.4805e-03,\n", + " 6.8817e-03, 1.5071e-04, -1.2337e-03, -7.9917e-04, 1.9457e-03,\n", + " -4.6236e-04, -4.6216e-03, -5.0001e-03, 9.3105e-04, 4.0314e-03,\n", + " -1.3191e-03, -2.2803e-03, -4.3429e-03, 2.9142e-03, 2.1468e-03,\n", + " 8.7352e-04, -2.8078e-04, -2.4947e-03, -6.3734e-03, -3.7210e-03,\n", + " -2.3051e-03, 6.2440e-04, 4.1120e-03, -5.4283e-04, -2.1785e-03,\n", + " 1.1105e-02, -6.7743e-03, 2.7560e-03, 5.6815e-04, 1.7481e-03,\n", + " 2.0510e-03, 6.1667e-04, 1.1443e-04, -4.1993e-03, 1.9060e-03,\n", + " 2.5793e-03, 1.7883e-03, 1.0902e-03, 4.7769e-04, 2.6538e-03,\n", + " 4.4822e-03, -1.9466e-04, 2.7458e-03, -2.6723e-03, 2.2496e-03,\n", + " 1.7401e-03, -2.7161e-03, 3.9613e-04, 1.6993e-03, 2.6540e-03,\n", + " 3.1209e-03, -2.3843e-04, -2.8749e-03, -1.1671e-03, 3.6487e-03,\n", + " 1.0841e-03, -8.6129e-05, 2.7318e-03, 1.8443e-03, 4.0914e-03,\n", + " 2.2688e-03, 3.8539e-03, -4.0144e-04, 2.8915e-03, -6.7054e-04,\n", + " -1.5408e-03, -2.1888e-03, -2.8955e-03, 1.8109e-03, -2.0393e-03,\n", + " 1.5793e-03, -1.4539e-03, 1.5752e-03, -9.2535e-04, -2.3895e-04,\n", + " 9.0203e-04, -2.3521e-03, 6.1890e-04, -1.3119e-03, 6.3980e-04,\n", + " -3.0881e-03, -3.2183e-03, 2.7034e-03, 2.0561e-03, -2.2701e-03,\n", + " -4.5080e-03, 4.2629e-03, -6.3577e-04, 7.7316e-05, -4.4811e-05,\n", + " 9.4819e-04, 1.2280e-03, -1.7828e-03, 5.3695e-04, -4.3194e-03,\n", + " -7.6021e-04, 3.9560e-04, 1.2701e-03, 2.1540e-03, -9.1881e-04,\n", + " 1.4440e-03, -5.6651e-03, -5.1690e-05, -4.0822e-03, 4.0124e-03,\n", + " -2.6027e-03, 1.6107e-04, 2.6225e-03, 2.4264e-03, -4.0761e-03,\n", + " 2.1750e-03, 4.7726e-04, -4.3111e-03, -1.0376e-03, -5.7166e-04,\n", + " 1.6013e-04, -4.9116e-03, -7.6650e-04, 1.0801e-03, 4.5168e-04,\n", + " -2.4396e-03, -1.1829e-03, 3.0801e-03, -2.2683e-03, 1.6823e-03,\n", + " 2.6931e-03, -2.4151e-03, 3.5837e-03, -4.2898e-04, 2.1475e-03,\n", + " -3.1117e-03, -5.4902e-05, 4.3549e-04, -4.6292e-03, 6.1178e-05,\n", + " -2.2557e-03, 7.0227e-03, -1.0547e-03, 1.2257e-03, 2.0354e-04,\n", + " -2.0588e-03, -6.1874e-03, 4.1461e-03, 4.1408e-03, 5.0044e-04,\n", + " 2.6121e-03, -2.7004e-03, 6.8363e-04, 1.3157e-03, -3.3623e-03,\n", + " -1.8640e-03, -1.4588e-03, -1.4800e-03, 1.8468e-03, -2.3250e-03,\n", + " 2.7134e-03, 5.9013e-03, -1.1770e-04, -7.8681e-03, 2.5490e-04,\n", + " 3.1058e-03, -5.6438e-03, 2.6721e-03, -3.7445e-03, 5.7868e-03,\n", + " -2.1992e-04, -5.7012e-03, -6.4063e-03, 2.8807e-04, -4.4331e-03,\n", + " -4.0420e-03, 6.3774e-03, -2.5768e-03, 1.2755e-03, 4.0350e-04,\n", + " -1.1534e-02, -1.1110e-02, -4.9638e-03, 1.9212e-03, 1.7321e-03,\n", + " 2.1973e-03, -7.2445e-03, -8.2829e-03, 8.0332e-03, 3.6778e-03,\n", + " 1.1086e-03, 2.6970e-03, -4.7765e-03, -2.9143e-03, 2.5620e-03,\n", + " 8.3624e-04, 4.8012e-04, -8.7049e-04, 2.2803e-03, -5.0312e-03,\n", + " 8.7249e-04, -5.0246e-03, -1.6031e-03, -6.7433e-03, 2.1957e-03,\n", + " -1.1002e-02, -7.4774e-03, -2.1632e-04, -1.4669e-03, 4.8358e-03,\n", + " 4.7983e-03, 2.1324e-03, -1.8465e-03, -4.7259e-03, 3.1237e-03,\n", + " 3.1692e-03, 5.6853e-03, -8.5337e-03, -3.4333e-03, 4.0290e-03,\n", + " 2.6862e-04, 1.9783e-03, 2.4356e-03, -5.5165e-04, 1.3959e-03,\n", + " 7.9357e-03, 1.5520e-03, 1.1750e-03, 1.7305e-03, -1.3418e-03,\n", + " -9.0775e-04, 2.8726e-03, 3.0854e-03, 8.7991e-04, -3.1581e-03,\n", + " 4.2784e-03, -7.0012e-03, 6.4626e-03, 9.3355e-03, 1.9080e-03,\n", + " 7.0376e-04, -3.7505e-04, -6.1540e-03, 3.6263e-03, 3.4948e-03,\n", + " -2.4074e-03, 1.7909e-03, 7.9083e-04, -4.0802e-03, 1.2530e-02,\n", + " 6.2071e-03, 1.2029e-02, 7.8042e-03, -8.4164e-03, 8.8836e-03,\n", + " 1.6583e-02, 8.0705e-03, -1.1590e-02, 6.6422e-03, -7.0353e-03,\n", + " 4.7486e-03, 2.7343e-03, 5.9411e-03, 6.3777e-04, 3.4606e-03,\n", + " -6.3848e-03, 4.8333e-03, -1.1083e-02, -3.8611e-03, 2.3024e-03,\n", + " -3.8309e-03, -1.8349e-03, -4.7402e-03, -1.3764e-02, -2.0514e-03,\n", + " -3.3994e-03, -3.5159e-03, -1.8088e-02, -7.2693e-03, 3.1761e-03,\n", + " 1.3863e-02, 2.8904e-03, 5.7310e-03, 6.0737e-03, -6.6675e-03,\n", + " 4.7887e-03, -9.9696e-04, -1.8433e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.8129e-03, 2.6508e-02, -5.9689e-03, -5.0827e-03, -1.2937e-02,\n", + " -2.2209e-02, 1.0012e-01, 1.4342e-02, -7.7452e-03, -1.3408e-02,\n", + " 1.5780e-03, -3.5284e-02, -1.9591e-02, -9.3217e-03, 2.2370e-02,\n", + " -2.5708e-02, -1.3782e-02, -2.4320e-02, -2.6431e-02, 3.0684e-02,\n", + " 2.2398e-02, -2.3781e-03, 1.0013e-02, -3.6587e-02, 8.1336e-03,\n", + " -4.7603e-03, -2.2892e-02, 2.1258e-02, -1.2976e-02, 2.4421e-02,\n", + " 2.2330e-02, 9.1706e-03, -2.1805e-02, 1.3630e-02, 3.2194e-02,\n", + " 8.5526e-03, 3.3404e-02, 8.2482e-03, -1.1307e-02, 6.0176e-03,\n", + " 2.8629e-02, 1.1331e-02, 2.8856e-03, -2.9103e-03, 4.7134e-02,\n", + " 5.1281e-04, -1.1918e-02, 3.0561e-02, 8.8318e-03, 5.2403e-03,\n", + " -4.9838e-03, 4.6464e-02, 1.9512e-02, 1.9514e-02, -1.4155e-03,\n", + " 7.2931e-03, -1.2846e-02, 4.6986e-03, -1.5590e-02, -1.2953e-03,\n", + " 1.1079e-02, 2.3337e-02, -2.0799e-02, 2.8913e-03, 8.7149e-02,\n", + " -5.9323e-03, -3.2943e-02, 1.8664e-02, 1.2668e-02, -3.8752e-03,\n", + " -7.7159e-03, -1.7853e-03, 7.9928e-02, -4.2253e-03, -5.2578e-02,\n", + " -5.1078e-03, 8.6303e-02, -5.1037e-02, 3.8518e-03, 5.8927e-02,\n", + " -1.9571e-02, -3.3890e-02, 2.3259e-02, -7.0688e-02, 2.6496e-02,\n", + " -1.2192e-02, 7.4369e-03, -3.2417e-02, 4.9886e-02, 3.2132e-02,\n", + " 2.8312e-02, -6.0256e-02, -6.3618e-06, 4.8589e-02, -5.6735e-02,\n", + " -2.9321e-02, -8.3820e-03, -3.1116e-02, -5.2021e-02, 1.8531e-02,\n", + " 9.2260e-02, -7.1223e-02, -2.6094e-02, -5.8738e-02, 8.0389e-04,\n", + " -5.3020e-02, 8.8644e-03, 2.7536e-02, -4.0667e-02, 6.0919e-02,\n", + " -2.1711e-02, 7.5447e-02, -1.9029e-02, -8.5780e-02, -1.1432e-02,\n", + " 1.9032e-03, 8.1654e-02, 2.0699e-01, 7.5145e-02, 5.7094e-02,\n", + " 9.8522e-02, -4.9044e-03, -4.2386e-02, 9.2326e-02, 7.4404e-02,\n", + " -3.2874e-02, -4.4925e-02, -3.8013e-02, 1.4697e-02, 8.9698e-04,\n", + " 1.5888e-03, -2.1989e-02, 9.2527e-03, -5.7683e-03, 5.0916e-03,\n", + " -5.3754e-04, 3.2732e-03, -1.5027e-02, 1.6596e-02, -9.5500e-03,\n", + " 1.1293e-02, 7.4547e-03, -5.4322e-03, 9.5094e-03, -6.0146e-03,\n", + " 1.4320e-03, -1.3814e-02, 1.2610e-02, -2.1334e-02, -3.3188e-03,\n", + " 4.6782e-03, 1.0174e-02, 3.8808e-02, -4.2998e-03, 2.7563e-02,\n", + " -3.3018e-03, -1.5392e-02, 1.5419e-02, -3.3091e-03, 1.0841e-02,\n", + " -1.8768e-03, 3.6312e-03, -3.0392e-02, 2.5744e-02, 1.9424e-02,\n", + " 4.5634e-03, -1.5982e-02, -8.7312e-03, 8.1496e-03, -1.4118e-02,\n", + " -1.3542e-02, -1.1802e-02, 7.4023e-03, 2.4704e-02, 1.3830e-02,\n", + " -8.2721e-03, -5.1248e-03, 1.2204e-02, -1.6824e-02, -1.3276e-02,\n", + " 3.2982e-03, -7.9165e-03, 1.5572e-02, -1.8480e-03, 3.6280e-03,\n", + " -6.7343e-03, -2.2357e-02, -1.1292e-02, -3.5560e-03, -5.5644e-03,\n", + " 3.8120e-03, -6.7945e-03, 3.7204e-02, 6.6037e-03, 9.4042e-03,\n", + " -1.8598e-02, 9.2300e-03, 8.1820e-03, 1.9033e-02, -4.6107e-03,\n", + " 1.0007e-02, -1.3119e-02, 5.2465e-03, 4.1959e-03, -2.5548e-03,\n", + " -1.8053e-02, 6.8210e-03, -8.5407e-03, 1.8353e-02, -2.1082e-02,\n", + " 6.2724e-04, 1.0498e-02, -5.6325e-03, -1.3830e-02, 9.2134e-03,\n", + " -8.2288e-03, 1.0566e-04, -3.0164e-02, 8.9551e-03, 2.6633e-02,\n", + " -2.4790e-02, -7.2232e-03, -1.1890e-02, 1.0664e-02, -2.5805e-03,\n", + " 2.5467e-02, -2.8718e-02, 1.6059e-02, 7.5293e-04, -1.5438e-02,\n", + " 3.9439e-04, 1.1857e-03, 2.2813e-02, 1.8426e-03, 3.7120e-03,\n", + " 1.3219e-04, -1.4604e-02, 9.6703e-03, -2.0590e-03, 7.0204e-03,\n", + " 8.7983e-03, -9.0715e-03, 1.3154e-02, -2.6238e-02, -4.1779e-03,\n", + " -2.4061e-02, -1.0726e-04, -3.0806e-03, 1.5580e-02, 1.1468e-03,\n", + " -7.3156e-03, -3.1759e-02, 1.2917e-02, -9.2335e-03, 4.1503e-03,\n", + " 2.0236e-03, 9.2554e-02, -4.6261e-02, 5.1292e-02, 5.8006e-02,\n", + " 5.6099e-02, -6.5914e-02, -9.6557e-02, 1.0006e-01, -4.1498e-02,\n", + " -6.8991e-02, 1.1660e-01, -1.1426e-01, -3.3637e-02, -1.7708e-03,\n", + " -4.4200e-02, 8.7982e-02, 3.3352e-02, 3.5369e-02, -2.4009e-02,\n", + " -1.9061e-02, 2.8139e-02, -1.5726e-02, -1.0278e-02, -3.3332e-02,\n", + " -1.1317e-02, -6.1090e-02, -6.4469e-03, -8.2924e-02, 3.8975e-02,\n", + " -3.6118e-02, -1.0058e-01, 1.4186e-01, 4.7030e-02, 4.5983e-04,\n", + " 1.4726e-02, 1.4800e-01, 3.9049e-02, 8.4341e-02, -1.9048e-01,\n", + " 5.6092e-02, 6.1182e-02, -1.3168e-01, -1.2602e-02, -2.5697e-02,\n", + " -5.4492e-02, -5.4454e-03, -1.9400e-03, -2.2984e-02, 8.4429e-02,\n", + " -6.7835e-02, -5.5231e-02, 9.6776e-02, -6.1501e-02, 2.6296e-02,\n", + " 2.4404e-02, -1.8593e-01, 4.1782e-02, -1.2975e-01, -1.2980e-02,\n", + " 5.8256e-02, 7.0192e-02, -2.5236e-02, 5.2993e-02, 2.8340e-02,\n", + " 8.4497e-03, -9.0652e-03, 7.2280e-03, 5.8151e-03, 3.1684e-03,\n", + " 8.9052e-03, 1.6661e-02, -1.4261e-02, 2.4334e-03, -4.7054e-03,\n", + " 1.9333e-02, 5.5633e-03, -2.7951e-03, -1.6494e-02, 5.5202e-03,\n", + " 9.2111e-03, -1.5561e-03, 7.0928e-03, -7.8143e-03, -1.3979e-02,\n", + " -1.0608e-02, 3.2574e-02, -6.4949e-03, -5.7072e-03, 2.4415e-02,\n", + " 1.1604e-03, -8.5885e-03, 2.2998e-02, -2.6142e-04, 1.0416e-02,\n", + " 1.6488e-02, -6.7634e-03, 6.5589e-03, 6.5733e-03, -3.0783e-02,\n", + " -1.9483e-02, 8.9619e-04, 3.2117e-02, 9.6553e-03, -1.0271e-03,\n", + " -2.3810e-02, -9.9003e-03, 4.3058e-03, 1.2705e-02, -1.5263e-02,\n", + " -3.6671e-02, 1.7822e-02, 1.2827e-02, -1.9555e-02, -3.3258e-02,\n", + " 6.1369e-03, -3.6036e-02, -1.2705e-02, -4.9490e-03, 1.3485e-02,\n", + " 1.5963e-02, -9.7227e-03, -2.5830e-03, 3.0326e-02, -8.1032e-02,\n", + " 2.9491e-03, 2.2105e-03, -4.2584e-02, 1.1577e-03, -4.8129e-01,\n", + " 4.4766e-04, 6.0460e-02, 1.9441e-02, 6.6156e-02, 7.8706e-03,\n", + " -1.6168e-01, 1.6232e-02, 3.7236e-03, -3.1171e-02, 6.6477e-02,\n", + " -3.2638e-02, -2.3085e-02, 1.8003e-02, -3.1251e-02, -3.5283e-01,\n", + " -4.0529e-03, 2.3607e-02, 4.5410e-02, 2.9353e-02, -3.5453e-02,\n", + " -2.1813e-03, 7.9803e-02, 7.4158e-03, 1.8503e-02, 1.2606e-02,\n", + " 3.3811e-03, -5.7398e-03, -4.5430e-02, 1.1265e-01, 3.0235e-02,\n", + " 6.1094e-02, 3.1771e-02, -2.0236e-03, -3.4617e-03, -1.8127e-02,\n", + " -1.2413e-01, 2.5190e-01, -5.4629e-02, -3.8023e-02, 2.4648e-02,\n", + " 5.8730e-03, -1.9671e-02, 4.7483e-02, -4.6909e-03, 5.2543e-02,\n", + " -2.8612e-02, -5.0765e-03, 9.2424e-03, 6.2705e-02, -2.0282e-02,\n", + " 1.2044e-01, 2.4475e-02, -3.3712e-02, 7.0468e-02, -9.4676e-02,\n", + " 5.2563e-03, 3.0934e-02, -1.8878e-02, 8.8762e-03, -8.1467e-03,\n", + " -6.6265e-02, -8.2100e-02, -3.9716e-02, -5.7637e-03, 2.5203e-02,\n", + " 1.5836e-02, -1.8065e-03, -3.5337e-02, 5.0966e-03, -5.6324e-03,\n", + " -8.1579e-03, -3.1573e-02, 2.1848e-02, 1.3425e-02, 2.7656e-02,\n", + " -3.4971e-02, 1.6067e-02, 5.1449e-03, -3.8152e-02, -5.3493e-03,\n", + " 2.8479e-03, -3.3248e-02, -1.0404e-02, 1.8312e-02, -2.3801e-03,\n", + " -1.9781e-02, 1.7574e-02, 2.5091e-02, -1.5582e-03, 4.8695e-03,\n", + " -1.3350e-02, 1.7213e-02, 4.4016e-02, -5.6341e-03, 1.2105e-02,\n", + " 4.0627e-03, 1.5585e-02, -2.3202e-02, -4.7016e-03, 2.7046e-02,\n", + " 4.1824e-03, 6.9564e-03, 4.8997e-03, 2.8509e-02, 6.4025e-03,\n", + " 4.6989e-03, 1.0584e-02, 1.5640e-02, 3.7395e-03, -8.7291e-03,\n", + " 5.9854e-03, -2.4850e-02, -3.8676e-02, 5.4634e-03, -1.8908e-02,\n", + " -1.0258e-02, -3.7428e-03, -2.7284e-03, 1.7768e-02, 9.3654e-03,\n", + " -5.2298e-04, -1.9852e-02, -1.3110e-02, -5.0818e-03, -9.2562e-03,\n", + " 8.3830e-03, 8.8159e-03, -2.4891e-03, -3.0165e-03, -1.9143e-02,\n", + " -2.3548e-04, 1.5552e-02, 1.1036e-02, -6.4004e-03, 4.6297e-03,\n", + " -1.8867e-02, -1.0295e-02, -9.6020e-04, 1.8116e-02, 3.1932e-03,\n", + " 5.8655e-03, 4.6039e-03, -1.3302e-02, -2.5399e-02, -7.0925e-03,\n", + " -7.7740e-03, 7.4325e-03, 9.6250e-03, -2.4010e-02, -3.1733e-02,\n", + " -1.0161e-02, -3.3211e-03, 5.2639e-02, 2.5046e-02, 8.5706e-03,\n", + " -1.3812e-02, 1.7818e-02, 1.8384e-03, 1.1397e-02, -6.2381e-03,\n", + " -5.6409e-03, 3.7058e-03, -6.9016e-03, -8.7943e-03, -2.0281e-03,\n", + " 7.7959e-03, 7.5765e-03, 8.8297e-03, 7.0037e-03, -3.0030e-02,\n", + " 1.7475e-02, 2.7792e-02, 9.1701e-03, -1.2093e-02, 1.3838e-02,\n", + " 1.0025e-02, 9.2024e-03, -4.3533e-03, -2.8230e-04, -4.9528e-02,\n", + " 1.3203e-02, 4.2774e-02, -3.1744e-03, -8.5815e-04, -1.1459e-02,\n", + " -2.4913e-02, 1.5956e-02, -1.4069e-02, 2.3993e-02, -2.7023e-03,\n", + " 1.7005e-02, -3.2020e-03, 2.6245e-02, -7.4888e-03, -4.3722e-03,\n", + " -1.1812e-02, -1.5536e-02, -2.3831e-02, -6.0103e-03, -7.8979e-03,\n", + " -4.7921e-03, -8.6674e-05, 1.3561e-02, 1.6468e-02, 5.2235e-03,\n", + " -7.1893e-03, 5.0759e-03, 9.9182e-03, 7.1578e-03, -3.7875e-02,\n", + " -4.8766e-03, -2.5935e-03, 4.8208e-02, 2.4876e-02, 4.8782e-03,\n", + " 6.9570e-03, -1.8018e-02, 4.7554e-02, -1.7087e-02, 1.6875e-02,\n", + " -7.4085e-02, 9.8432e-03, 2.8966e-02, -7.5918e-03, 1.8558e-02,\n", + " -6.3647e-03, 1.1874e-02, 2.6161e-03, 1.2529e-02, -6.4564e-03,\n", + " 4.1110e-02, 2.9454e-04, 1.2163e-02, -9.8757e-03, -1.1985e-02,\n", + " 5.6716e-03, 1.3403e-02, 1.8619e-02, -2.4112e-02, 1.1653e-02,\n", + " -1.1104e-02, -3.0134e-03, -5.5630e-03, -5.0272e-03, 6.6754e-03,\n", + " 4.0264e-03, -1.0785e-03, 7.3756e-03, 8.2690e-03, -1.0289e-02,\n", + " -8.9700e-03, 9.8963e-03, -3.6831e-03, -1.0341e-02, 1.1618e-04,\n", + " -9.9381e-03, -2.2362e-02, -3.8294e-02, -8.7182e-03, 1.1841e-02,\n", + " 2.6323e-02, 3.7357e-02, 2.2811e-02, 1.1782e-02, -1.8960e-02,\n", + " -2.0880e-03, -1.5634e-02, 2.1352e-03, -1.1822e-02, 3.5180e-04,\n", + " -9.3261e-03, 2.7316e-02, 1.1838e-02, -7.1764e-03, 3.0449e-03,\n", + " -1.4200e-03, -2.3677e-02, 2.4740e-03, -2.1884e-03, -1.6116e-02,\n", + " -6.7760e-03, -1.2296e-02, -3.3730e-03, -7.8930e-04, -6.3619e-03,\n", + " 4.0746e-02, -1.2940e-02, 1.4916e-02, 2.0118e-02, -1.5035e-02,\n", + " 8.3591e-03, 6.2716e-03, 1.9748e-02, 5.5385e-03, -8.7462e-03,\n", + " 2.0420e-02, -4.4931e-03, -8.1561e-04, 2.2401e-02, -1.9849e-02,\n", + " 8.3738e-03, 2.2225e-02, 4.2153e-02, 3.1443e-02, 1.7374e-02,\n", + " -4.8198e-02, 1.3560e-02, -2.0555e-02, -5.7197e-03, -2.2633e-02,\n", + " 5.4238e-03, -2.9493e-02, 2.2874e-02, -3.4183e-02, -1.5615e-03,\n", + " 6.8246e-03, 2.2228e-02, 2.7680e-02, 3.5617e-03, 1.6775e-02,\n", + " 3.8134e-02, -2.3393e-02, 1.5263e-02, -5.0233e-02, 1.2701e-02,\n", + " -1.6159e-02, 3.0610e-03, -3.4465e-02, -2.7657e-02, -5.5255e-02,\n", + " -1.9283e-02, 4.9768e-02, 6.4304e-02, 2.0457e-02, -2.5747e-02,\n", + " -1.9802e-02, 3.6481e-02, 7.7744e-02, 4.6390e-02, 4.0655e-02,\n", + " -1.5900e-02, 2.1784e-02, -1.7846e-02, 1.3006e-02, -6.0668e-02,\n", + " -1.5085e-02, -9.9369e-03, -5.4299e-02, -1.2253e-02, -4.1137e-02,\n", + " -1.3304e-02, -1.9748e-02, 1.7892e-02, -3.7758e-03, 5.8765e-02,\n", + " 5.7162e-03, -4.4922e-02, 4.6295e-02, 1.9042e-02, -1.4007e-02,\n", + " -9.1297e-03, 6.0778e-02, -2.3442e-03, -8.6361e-02, -3.0287e-02,\n", + " 9.9742e-03, -2.7160e-02, 5.2017e-02, -1.1842e-01, -5.6493e-02,\n", + " 2.6794e-03, -6.4809e-02, -3.5672e-03, -3.5041e-04, 4.7718e-02,\n", + " -2.8833e-03, -2.4371e-02, 2.3874e-02, -3.7806e-02, -3.4143e-02,\n", + " -2.8742e-02, 3.3143e-02, 1.9835e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.9466e-02, 5.7151e-02, 1.2936e-02, 1.9204e-02, 8.0533e-03,\n", + " -3.2471e-02, -6.7176e-02, -4.8875e-05, 1.8813e-02, -5.8617e-02,\n", + " 6.2070e-03, 8.5483e-02, 5.9425e-02, -1.0913e-01, 2.5533e-02,\n", + " 9.5683e-02, 4.3458e-02, -2.9317e-02, 1.8295e-02, -3.2163e-02,\n", + " -1.0856e-01, -2.0412e-02, -4.1794e-02, 1.1456e-02, 5.0558e-03,\n", + " -9.7509e-03, 2.4223e-02, 6.6668e-02, 5.3622e-02, 1.0672e-01,\n", + " 6.2376e-02, -5.1854e-02, 2.5027e-02, 2.1163e-02, 2.6222e-02,\n", + " 4.0938e-02, 3.3725e-02, 5.6189e-02, -2.0291e-02, 4.7580e-02,\n", + " -5.7603e-02, 4.3037e-03, 4.8257e-02, 3.2742e-02, 2.3764e-02,\n", + " 1.1970e-02, 7.2588e-03, -2.9376e-02, 1.5711e-02, -9.3844e-03,\n", + " 2.6842e-02, 1.2319e-02, 1.3784e-02, 4.4084e-02, 1.0995e-01,\n", + " -1.8706e-02, -1.1899e-01, -2.6033e-02, -3.4656e-02, -3.6541e-02,\n", + " 6.7243e-02, 1.2687e-02, -1.3839e-01, -3.8657e-02, -6.6772e-02,\n", + " -4.5952e-02, 1.8407e-02, -5.2141e-02, -1.0849e-01, 2.2843e-02,\n", + " 5.0634e-02, -7.6017e-03, -2.9515e-02, -1.4918e-01, -4.4370e-02,\n", + " -6.5126e-02, 3.8103e-02, -4.7779e-02, 3.7436e-02, -6.7674e-02,\n", + " 1.3372e-02, 7.1758e-02, -7.0610e-02, -1.5441e-02, -4.9910e-02,\n", + " -5.3521e-02, 1.0529e-01, -1.3857e-01, -4.4364e-02, -3.1109e-02,\n", + " -2.5842e-02, -2.8666e-02, -1.0282e-01, 7.1902e-02, -1.5152e-04,\n", + " 4.0862e-02, -8.1859e-02, 1.0448e-01, 5.0702e-02, -4.0577e-02,\n", + " -3.7174e-02, -6.7385e-02, -7.8356e-02, 9.1827e-02, 4.4988e-02,\n", + " -2.8879e-01, -5.5261e-02, -3.4672e-02, 5.3201e-02, -1.3670e-01,\n", + " 1.9920e-02, 9.6077e-03, 6.9671e-02, 8.2503e-02, 2.4282e-02,\n", + " 7.0521e-03, -5.8548e-02, -1.0290e-02, 3.1611e-02, -1.5393e-02,\n", + " -6.8036e-02, -8.6018e-02, -4.2305e-02, 8.7982e-02, 8.5137e-02,\n", + " 3.6655e-04, 2.7390e-02, -6.4706e-02, 1.5240e-01, 1.3153e-01,\n", + " 9.2116e-05, 1.4832e-02, -3.7403e-02, 1.0876e-02, -1.1149e-02,\n", + " -1.1280e-02, -4.1851e-02, -1.3698e-01, 4.1740e-02, -5.0478e-02,\n", + " -2.2574e-02, -4.6449e-02, -5.9736e-02, 9.9274e-02, -9.5813e-02,\n", + " 1.5730e-02, -1.2144e-02, 5.4944e-02, -5.8910e-02, 3.6529e-02,\n", + " -1.4969e-02, 9.5296e-02, -4.3786e-02, 2.8994e-02, 1.0605e-01,\n", + " 5.0981e-02, -2.0442e-02, -4.8395e-02, 8.1001e-02, -1.0872e-02,\n", + " 2.0698e-02, -3.5930e-02, 1.4049e-01, -1.3056e-02, -1.6443e-02,\n", + " -6.3899e-02, -2.7023e-03, -5.2455e-02, 2.3762e-01, -1.9480e-02,\n", + " 9.2137e-02, 2.0887e-03, -2.7851e-02, -6.6595e-03, 2.0787e-02,\n", + " 2.9447e-02, -7.5848e-02, -2.4556e-02, 3.4595e-03, 2.5901e-02,\n", + " 2.0094e-02, 2.5515e-03, -3.8899e-02, 2.6381e-03, -6.1280e-02,\n", + " 9.2668e-02, 4.3590e-02, -4.4056e-02, -6.7614e-02, 1.7720e-02,\n", + " -9.2874e-02, 3.2498e-02, 4.6992e-02, 9.4980e-03, -2.6170e-02,\n", + " 3.6029e-02, -6.4452e-02, -8.9092e-02, -9.6225e-02, 3.2663e-02,\n", + " 9.9301e-02, -2.7138e-02, -1.9124e-01, 2.1974e-02, 3.2318e-02,\n", + " -1.0458e-02, -8.7442e-02, 4.6682e-02, -1.0947e-02, 3.8889e-02,\n", + " -1.2741e-02, 1.5856e-02, -1.1123e-01, -4.1305e-02, -3.1413e-02,\n", + " -9.5410e-02, -5.4368e-02, 3.9669e-02, -2.7570e-01, 3.9405e-03,\n", + " 1.7901e-03, 1.3422e-02, -2.4058e-02, 3.0653e-02, 3.7454e-02,\n", + " -1.8969e-01, -1.0636e-01, 3.0009e-02, -7.8779e-03, -5.9815e-02,\n", + " -9.9224e-03, -4.4640e-02, 5.6623e-02, -1.9535e-02, 4.4259e-02,\n", + " 3.0629e-02, -1.2026e-01, -7.5662e-02, -8.6847e-03, -1.9164e-02,\n", + " -1.4095e-01, 6.8939e-02, 4.7686e-02, 1.4006e-02, -1.9963e-02,\n", + " -1.9149e-01, 7.1620e-02, 5.5529e-02, 7.9111e-02, 6.1979e-02,\n", + " 3.1104e-02, 3.5056e-02, 2.9123e-02, -2.2316e-02, -3.5679e-02,\n", + " 1.7923e-03, 5.0948e-02, 3.8209e-02, 2.1630e-02, 2.2711e-02,\n", + " -3.9744e-02, 5.5582e-02, 6.4941e-03, 2.9325e-02, -1.2905e-01,\n", + " 7.6478e-03, -6.9750e-02, 3.3081e-02, -6.4297e-02, -3.5128e-03,\n", + " -5.5776e-03, 8.3677e-02, 5.4507e-03, 6.9976e-02, 1.3420e-02,\n", + " -7.9808e-02, -6.2192e-02, -4.0993e-02, 5.6693e-02, 4.4906e-02,\n", + " -1.4185e-01, 2.9856e-02, -2.1570e-02, 4.3125e-03, 3.6522e-02,\n", + " 3.4680e-02, 1.5158e-02, -1.3655e-02, 2.1828e-02, -9.6371e-03,\n", + " 2.5872e-02, -5.3787e-02, 9.2649e-02, -2.9292e-02, 1.8037e-02,\n", + " -2.6666e-02, -1.5545e-01, 6.5847e-03, 4.6144e-02, -3.5297e-02,\n", + " -1.2171e-03, 4.7448e-02, 9.0322e-02, 9.3345e-02, -3.5552e-02,\n", + " 1.4448e-02, 1.9892e-02, -5.1254e-02, -2.0208e-01, 4.4178e-02,\n", + " 7.1592e-02, 2.3841e-02, 1.6977e-02, 2.7591e-02, -5.9150e-02,\n", + " 1.5174e-01, -4.0214e-02, -6.0855e-04, 1.1054e-02, 1.2928e-02,\n", + " -5.4908e-02, 8.9465e-02, 3.3566e-02, -5.1806e-03, -8.3748e-02,\n", + " -7.0829e-02, 1.6432e-02, -1.4974e-02, -6.9035e-02, 1.2967e-02,\n", + " 2.2368e-02, -2.5728e-01, 8.2108e-02, -5.5896e-02, 1.9333e-02,\n", + " -3.9238e-02, -7.2975e-02, 5.2415e-03, 2.1697e-04, -2.5432e-02,\n", + " -5.1150e-02, 1.3470e-02, -3.8300e-02, -2.7570e-02, -1.2548e-01,\n", + " -1.4671e-01, -1.5185e-03, -5.4895e-02, -3.2731e-03, -9.0383e-02,\n", + " 3.6729e-02, -2.6276e-03, -1.0953e-02, -1.5507e-01, 1.8809e-02,\n", + " -2.6423e-02, -2.8081e-02, 4.0751e-03, 4.5792e-03, 3.1256e-02,\n", + " -1.0424e-01, 5.6728e-02, -2.9208e-02, -4.4881e-02, -3.4082e-02,\n", + " -2.7374e-02, -1.1136e-01, 5.5025e-02, -3.9791e-02, 9.8569e-02,\n", + " -1.0818e-01, 4.3804e-03, 2.5318e-02, -7.0870e-03, -4.4816e-02,\n", + " 1.4205e-03, -1.2396e-02, 2.7017e-02, 6.6355e-02, 5.7209e-03,\n", + " 3.9514e-02, -2.4055e-02, 3.3537e-03, -2.4472e-02, -2.7257e-03,\n", + " 2.3496e-02, 1.7078e-02, 1.6617e-02, -5.1890e-02, 2.4275e-02,\n", + " 2.6147e-02, 6.5363e-02, 1.4639e-02, -5.7274e-02, -2.3289e-02,\n", + " 8.2959e-03, -6.3718e-02, 1.4444e-03, 1.0641e-02, -5.2832e-02,\n", + " 8.6275e-02, 7.2927e-02, -5.3226e-02, -4.6989e-02, 1.8138e-02,\n", + " -1.2426e-02, -5.9029e-02, 3.3742e-02, -5.1371e-02, 2.6007e-02,\n", + " 8.6075e-03, -3.4071e-04, -8.7070e-03, 5.0729e-02, -3.3184e-04,\n", + " -3.8610e-02, 2.7764e-02, 1.2515e-01, -1.1560e-02, -6.7068e-02,\n", + " 8.9357e-02, 1.0336e-01, -2.9885e-02, 2.6235e-02, 4.9809e-02,\n", + " 2.7461e-02, -8.6142e-02, -1.3722e-03, 2.4127e-02, 8.3305e-03,\n", + " 9.1499e-02, 6.5131e-02, -4.2233e-02, -2.9726e-02, 1.6917e-02,\n", + " -8.9805e-02, 6.8473e-02, 4.1793e-02, 3.4187e-02, -4.0051e-02,\n", + " 1.2546e-01, 7.2068e-03, 2.1032e-02, 3.1962e-03, 3.8856e-02,\n", + " -1.3340e-02, -4.4194e-02, -4.8652e-02, 1.1504e-01, -1.7293e-02,\n", + " -6.1339e-02, 3.6552e-02, 2.3501e-02, 3.2087e-04, 1.3997e-02,\n", + " -1.5047e-02, 5.0570e-02, 4.9999e-02, -2.0021e-03, 6.4540e-02,\n", + " 1.5220e-01, 2.9233e-02, -4.0479e-02, 4.1562e-03, -2.4706e-02,\n", + " 2.6080e-02, 5.7119e-02, 1.0398e-03, -9.2004e-02, 2.6106e-02,\n", + " 2.2201e-02, 6.6573e-03, -1.3608e-02, 5.8952e-03, 5.2423e-02,\n", + " 3.1709e-02, -7.4394e-02, -6.0031e-02, 4.5167e-03, 2.1867e-02,\n", + " 3.0811e-02, -7.4838e-02, -1.1069e-01, -6.4606e-02, -4.6199e-02,\n", + " 5.9067e-02, -9.4977e-02, 4.2458e-02, 5.7177e-02, 1.0565e-02,\n", + " 3.7454e-02, 2.9436e-02, -2.3327e-01, -4.3752e-02, -6.1062e-02,\n", + " -4.1674e-02, -6.4800e-02, -2.8632e-02, 3.0709e-02, -2.5903e-02,\n", + " 5.2093e-02, 3.7295e-02, -2.0892e-03, -4.0927e-02, 1.5060e-01,\n", + " -2.3615e-02, 8.0754e-02, 3.7134e-02, -5.7048e-02, -2.4003e-02,\n", + " -1.5737e-02, 2.5291e-02, 4.1751e-02, -4.8147e-02, -3.3991e-02,\n", + " -7.1890e-03, -2.8066e-02, -4.6062e-02, 7.0861e-02, -1.0415e-03,\n", + " 5.2525e-02, 1.7168e-02, 1.1905e-02, 1.0177e-01, -8.7092e-02,\n", + " 3.5465e-02, -4.7863e-02, 3.6146e-03, -3.8489e-02, 1.1273e-01,\n", + " 5.4865e-02, 1.2135e-01, -8.8270e-03, -8.4473e-02, -6.1399e-02,\n", + " 3.2926e-02, -2.7184e-02, 5.0998e-02, -8.1975e-03, -9.4092e-02,\n", + " 8.5789e-03, -1.0326e-01, 9.1359e-03, -2.4183e-02, 7.9736e-02,\n", + " 2.0996e-02, 5.3791e-02, 5.8653e-02, 7.7050e-02, -4.1976e-02,\n", + " -3.2979e-02, 6.7566e-02, 2.9712e-03, 2.8921e-02, -5.7026e-02,\n", + " 1.2244e-02, -7.6267e-02, 5.9985e-02, -4.2804e-02, 3.0192e-03,\n", + " -7.1474e-04, -8.9221e-02, 3.2920e-02, 4.8409e-02, 5.4171e-02,\n", + " -8.9541e-02, 6.2568e-02, 4.8190e-02, 1.8391e-02, -3.4374e-02,\n", + " 1.0844e-01, 3.5124e-02, 3.5365e-03, 6.0571e-02, 2.1285e-02,\n", + " 1.1996e-02, -2.5700e-03, -1.9077e-01, 2.0137e-02, 5.4921e-02,\n", + " 2.7224e-02, 8.6452e-02, -2.3721e-02, -4.0188e-02, 4.5577e-02,\n", + " -1.2931e-02, -6.2245e-02, 4.1053e-02, -9.0775e-03, 6.2513e-02,\n", + " 5.9515e-02, 3.4904e-02, -2.0892e-02, 3.6492e-02, -5.7068e-02,\n", + " -1.4677e-02, 3.2444e-03, 4.5679e-02, 7.2195e-02, -4.1936e-02,\n", + " -3.7669e-02, -1.6020e-02, 4.8402e-02, 8.6718e-02, 7.1878e-02,\n", + " 3.8593e-02, -4.5701e-02, 9.7581e-02, -1.0119e-02, 1.8063e-02,\n", + " -2.9567e-03, 8.5258e-02, 9.4213e-03, 6.7018e-04, -1.0081e-01,\n", + " -3.3521e-02, -1.6486e-03, -5.2328e-02, -2.8294e-02, -5.7178e-02,\n", + " 2.5628e-02, 3.1275e-02, 1.1009e-02, 7.9985e-02, -8.5534e-02,\n", + " 5.3815e-02, 4.4212e-02, -7.9918e-02, 5.1616e-02, 9.2757e-02,\n", + " 1.9697e-02, -8.5501e-02, 9.4257e-02, -7.6939e-03, -4.9213e-02,\n", + " 3.7385e-02, 5.6585e-04, 1.8655e-02, -9.8862e-02, 4.8083e-02,\n", + " 7.7159e-03, 8.0064e-03, -2.0756e-02, -1.1131e-01, 3.7561e-02,\n", + " 4.1208e-02, 8.0762e-02, -8.1214e-02, 7.0733e-02, -3.3996e-02,\n", + " 2.3278e-02, 8.0566e-03, -5.4588e-02, 6.2855e-02, -1.7425e-01,\n", + " -1.7324e-02, 1.0559e-01, -4.5454e-02, 1.5117e-02, 7.3154e-02,\n", + " -1.7790e-02, -5.5280e-02, -2.6623e-02, -4.7448e-02, -4.0030e-02,\n", + " 5.2330e-02, 2.2777e-02, 1.7567e-02, 2.8400e-03, 4.7208e-02,\n", + " -7.7499e-02, -2.3416e-02, -1.5779e-02, 2.6985e-02, 4.5957e-02,\n", + " -5.3063e-03, 5.3769e-02, 3.4220e-02, -2.6538e-02, 4.7935e-02,\n", + " -6.5717e-02, 5.5028e-02, 2.9468e-02, 6.9892e-02, 5.2156e-02,\n", + " 1.0020e-01, -4.4873e-02, -7.6153e-02, -5.3390e-02, 1.2343e-03,\n", + " -5.5079e-02, 4.0047e-02, 4.9725e-02, 3.0384e-02, 6.1839e-02,\n", + " -6.8079e-02, 6.3306e-02, 2.1730e-02, -8.5233e-03, -5.7504e-02,\n", + " -2.0820e-02, -4.9665e-03, -1.8123e-02, -9.1573e-03, -3.2038e-02,\n", + " 1.5256e-02, -9.3580e-03, -2.9970e-02, 1.7385e-02, 6.2971e-02,\n", + " 4.6202e-02, 5.4733e-02, 5.6672e-02, 5.6462e-03, 2.8902e-02,\n", + " 7.8776e-02, 4.7366e-02, -5.2509e-02, 1.8269e-02, -3.4530e-02,\n", + " 1.5346e-02, 3.1328e-02, 6.3734e-03, -1.5857e-02, 1.1009e-02,\n", + " 1.3909e-02, -8.0187e-03, -9.2993e-02, 1.6472e-01, -2.2096e-03,\n", + " -3.6623e-02, -1.1915e-02, 1.3587e-02, -1.5781e-02, 1.5826e-02,\n", + " -5.7292e-02, -4.0520e-02, 6.3615e-02, -2.5389e-02, -1.2683e-02,\n", + " 1.2557e-01, -1.6156e-02, 3.1570e-03, 3.8065e-02, 2.0624e-02,\n", + " -8.6131e-02, -9.3223e-02, -6.4405e-02, -7.2829e-03, 4.6160e-02,\n", + " 2.4083e-02, -3.5145e-02, -7.7147e-02, 8.9645e-02, -7.2741e-02,\n", + " -8.9256e-02, 2.5976e-02, 6.8140e-02, 4.5148e-02, 1.9592e-02,\n", + " -5.0797e-02, 5.7542e-02, -2.0699e-02, -5.1769e-02, -3.6325e-02,\n", + " -9.5844e-02, -8.4481e-04, 1.4493e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8970, 0.8715, 0.8531, 0.8691, 0.9489, 0.9267, 0.8984, 0.8933, 0.8883,\n", + " 0.8677, 0.8263, 0.8614, 0.8637, 0.9061, 0.8787, 0.8674, 0.8052, 0.8844,\n", + " 0.9047, 0.9702, 0.8813, 0.8903, 0.9029, 0.8783, 0.8594, 0.9128, 0.8560,\n", + " 0.8883, 0.8354, 0.8712, 0.8992, 0.8560, 0.9149, 0.8976, 0.8836, 0.8841,\n", + " 0.8836, 0.8792, 0.8864, 0.9250, 0.8919, 0.9026, 0.8662, 0.8721, 0.8684,\n", + " 0.8780, 0.9980, 0.8710, 0.9154, 0.8691, 0.9277, 0.8868, 0.9704, 0.8326,\n", + " 0.8852, 0.8300, 0.8682, 0.8911, 0.8602, 0.8663, 0.8834, 0.8344, 0.8183,\n", + " 0.9349, 0.8850, 0.8832, 0.8781, 0.8855, 0.8800, 0.8915, 0.8772, 0.9046,\n", + " 0.9115, 0.8452, 0.9072, 0.8338, 0.8760, 0.8025, 0.8471, 0.8479, 0.8702,\n", + " 0.8887, 0.9015, 0.8770, 0.8152, 0.8274, 0.8686, 0.8856, 0.8734, 0.8827,\n", + " 0.8624, 0.8667, 1.0798, 0.8574, 0.8574, 0.8536, 0.8143, 0.8664, 0.8699,\n", + " 0.8848, 0.9044, 0.8958, 0.8867, 0.8403, 0.8388, 0.7280, 0.8776, 0.8650,\n", + " 0.8917, 0.8439, 0.8790, 0.8855, 0.9293, 0.8918, 0.8825, 0.8737, 0.8733,\n", + " 0.8809, 0.8871, 0.8516, 0.9031, 0.9010, 0.8558, 0.8578, 0.8008, 0.8265,\n", + " 0.8581, 0.7883, 0.8722, 0.8663, 0.8950, 0.8674, 0.7346, 0.8841, 0.8589,\n", + " 0.8844, 0.8954, 0.8326, 0.8781, 0.8415, 0.8895, 0.8870, 0.8940, 0.9083,\n", + " 0.8438, 1.0917, 0.8724, 0.8556, 0.8646, 0.8731, 0.8633, 0.8533, 0.8224,\n", + " 0.8903, 0.8817, 0.8705, 0.9086, 0.8869, 0.9040, 0.7555, 0.8650, 0.8815,\n", + " 0.8697, 0.8946, 0.8637, 0.8925, 0.8932, 0.8681, 0.8810, 0.8722, 0.8853,\n", + " 0.8746, 0.8744, 0.9230, 0.9150, 1.0604, 0.8506, 0.8567, 0.8501, 0.8644,\n", + " 0.8699, 0.8800, 0.8713, 0.9208, 0.9096, 0.8693, 0.9408, 0.9105, 0.8870,\n", + " 0.8740, 0.9103, 0.9760, 0.9725, 0.8807, 0.8689, 0.8843, 0.9001, 0.8747,\n", + " 0.8677, 0.8548, 0.8812, 0.9189, 0.7870, 0.8951, 0.8897, 0.8922, 0.8975,\n", + " 0.8512, 0.8854, 0.8676, 0.8472, 0.8743, 0.8752, 0.8547, 0.8618, 0.7412,\n", + " 0.7049, 0.9082, 0.8370, 0.8679, 0.8771, 0.9037, 0.8964, 0.8493, 0.8726,\n", + " 0.7549, 0.8460, 0.7868, 0.8851, 0.8790, 0.8757, 0.9026, 0.8796, 0.8899,\n", + " 0.8756, 0.8594, 0.8724, 0.8373, 0.8850, 0.8376, 0.8972, 0.8916, 0.8598,\n", + " 0.8466, 0.8399, 0.7069, 0.8732, 0.8460, 0.8319, 0.8357, 0.8553, 0.9937,\n", + " 0.8600, 0.8696, 0.8802, 0.8661, 0.8677, 0.8712, 0.8471, 0.8556, 0.9003,\n", + " 0.8798, 0.9051, 0.8862, 0.8980, 0.8788, 0.8521, 0.8742, 0.8743, 0.8927,\n", + " 0.8652, 0.8636, 0.8504, 0.8751, 0.9021, 0.8731, 0.8291, 0.8673, 0.8596,\n", + " 0.8745, 0.8466, 0.9025, 0.8853, 0.7419, 0.8903, 0.8470, 0.8711, 0.9098,\n", + " 0.8989, 0.8839, 0.8487, 0.7519, 0.8908, 0.8716, 0.8976, 0.8090, 0.7788,\n", + " 0.9569, 0.8780, 0.9095, 0.9258, 0.8892, 0.8728, 0.8738, 0.9931, 0.9117,\n", + " 0.8326, 0.8883, 3.0383, 0.8955, 0.8431, 0.6579, 0.8460, 0.8749, 0.8827,\n", + " 0.8743, 0.8851, 0.8903, 0.8727, 0.8160, 0.8880, 0.8582, 0.8496, 0.8668,\n", + " 0.8800, 0.8741, 0.8716, 0.8636, 0.8862, 0.8570, 0.8453, 0.7637, 0.8765,\n", + " 0.9092, 0.9154, 0.8479, 0.8727, 0.8910, 0.8802, 0.8944, 0.8330, 0.9207,\n", + " 0.8388, 0.8743, 0.8705, 0.7527, 0.8793, 0.8850, 0.8554, 0.8971, 0.8970,\n", + " 0.9150, 0.8914, 0.7071, 0.8978, 0.8769, 0.8769, 0.8398, 0.8615, 0.8593,\n", + " 0.9049, 0.8634, 0.8588, 0.8543, 0.8863, 0.8961, 0.8441, 0.8862, 0.8822,\n", + " 0.8743, 0.8889, 0.8737, 0.9018, 0.8499, 0.8936, 0.8817, 0.8753, 0.8688,\n", + " 0.8786, 0.9033, 0.8709, 1.0359, 0.8741, 0.9296, 0.8707, 0.8652, 0.9132,\n", + " 0.9030, 0.8820, 0.9276, 0.8201, 0.8538, 0.8951, 0.8453, 0.9019, 0.8856,\n", + " 0.8835, 0.8494, 0.8535, 0.8944, 0.8570, 0.8299, 0.8463, 0.8819, 0.8302,\n", + " 0.8678, 0.8964, 0.8650, 0.8805, 0.8848, 0.8606, 0.8522, 0.8752, 0.8679,\n", + " 0.8756, 0.8565, 0.8585, 0.8828, 0.8826, 0.7203, 0.8612, 0.8389, 0.8992,\n", + " 0.8400, 0.8621, 0.8670, 0.8661, 0.8870, 0.8783, 0.8287, 0.8670, 0.8497,\n", + " 0.8781, 0.8675, 0.8957, 0.9021, 0.8669, 0.8564, 0.8880, 0.9112, 0.8925,\n", + " 0.8916, 0.8483, 0.7495, 0.8967, 0.8582, 0.9454, 0.8668, 0.8769, 0.8362,\n", + " 0.8806, 0.8889, 0.9496, 0.8819, 0.9039, 0.8805, 0.8657, 0.8811, 0.8257,\n", + " 0.8968, 0.8804, 0.7095, 0.8947, 0.9067, 0.8785, 0.9086, 0.8621, 0.8231,\n", + " 0.8428, 0.8365, 0.9436, 0.8376, 0.8986, 0.8789, 0.8325, 0.8593, 0.8737,\n", + " 0.8727, 0.8755, 0.8641, 0.8786, 0.9110, 0.7589, 0.8682, 0.8548, 0.8932,\n", + " 0.8434, 0.8995, 0.8655, 0.8770, 0.8926, 0.8747, 0.9220, 0.8834, 0.9099,\n", + " 0.8808, 0.8229, 0.8844, 0.8720, 0.8257, 0.8417, 0.8930, 0.8400, 0.8874,\n", + " 0.8408, 0.9101, 0.8831, 0.8718, 0.8825, 0.8943, 0.8169, 0.8273, 0.9048,\n", + " 0.8722, 0.8852, 0.8846, 0.8854, 0.7490, 0.9094, 0.8573, 0.8881, 0.8623,\n", + " 0.9092, 0.8659, 0.9031, 0.8662, 0.8588, 0.8770, 0.8766, 0.6566, 0.8561,\n", + " 0.8803, 0.8798, 0.8539, 0.9044, 0.8693, 0.9020, 0.8640, 0.8431, 0.9360,\n", + " 0.8497, 0.7791, 0.8855, 0.8697, 0.8750, 0.8769, 0.8846, 0.8830, 0.8790,\n", + " 0.8685, 0.8878, 0.8708, 0.8790, 0.9061, 0.8992, 0.8510, 0.8605, 0.8761,\n", + " 0.8895, 0.8947, 0.8645, 0.8753, 0.8856, 0.8985, 0.8651, 0.8690, 0.8614,\n", + " 0.8931, 0.8423, 0.8759, 0.8807, 0.8827, 0.8694, 0.8215, 0.9007, 0.8775,\n", + " 0.8741, 0.7361, 0.8882, 0.8782, 0.8545, 0.8704, 0.8952, 0.8668, 0.8672,\n", + " 0.8667, 0.9665, 0.9072, 0.8762, 0.8644, 0.8921, 0.8450, 0.8907, 0.8804,\n", + " 0.8739, 0.8608, 0.8899, 0.8759, 0.8757, 0.8805, 0.8779, 0.8972, 0.8945,\n", + " 0.8619, 0.8765, 0.8890, 0.9112, 0.8811, 0.8865, 0.8809, 0.8834, 0.8573,\n", + " 0.8790, 0.8587, 0.6600, 0.8658, 0.8462, 0.8842, 0.8908, 0.8820, 0.8576,\n", + " 0.8618, 0.8738, 0.8774, 0.8892, 0.8675, 0.9095, 0.8516, 0.8734, 0.8959,\n", + " 0.8197, 0.8367, 0.8976, 0.8817, 0.9009, 0.8700, 0.8846, 0.8726, 0.8486,\n", + " 0.9044, 0.8818, 0.8559, 0.8726, 0.8339, 0.8766, 0.8422, 0.8851, 0.8682,\n", + " 0.8279, 0.8971, 0.8927, 0.8435, 0.8766, 0.8792, 0.8303, 0.8394, 0.8484,\n", + " 0.8802, 0.8847, 0.8288, 0.8859, 0.8986, 0.8915, 0.9146, 0.8777, 0.8582,\n", + " 0.8972, 0.8678, 0.8685, 0.8881, 0.7163, 0.8882, 0.8548, 0.8665, 0.8853,\n", + " 0.8779, 0.9138, 0.9125, 0.8994, 0.8849, 0.8916, 0.9030, 0.8858, 0.8693,\n", + " 0.8935, 0.9037, 0.8489, 0.8992, 0.9089, 0.8992, 0.8993, 0.8799, 0.8711,\n", + " 0.8864, 0.8963, 0.9132, 0.8829, 0.8416, 0.8520, 0.7368, 0.9049, 0.9152,\n", + " 0.9001, 0.8779, 0.9102, 0.8462, 0.8698, 0.8841, 0.8854, 0.8867, 0.8229,\n", + " 0.8988, 0.8276, 0.8651, 0.8802, 0.9173, 0.8561, 0.8637, 0.8870, 0.8718,\n", + " 0.8797, 0.8875, 0.8833, 0.8404, 0.8861, 0.8885, 0.8804, 0.8488, 0.8835,\n", + " 0.8829, 0.9060, 0.9203, 0.8629, 0.9053, 0.9156, 0.8822, 0.8900, 0.8860,\n", + " 0.9076, 0.8396, 0.8681, 0.8855, 0.9169, 0.8775, 0.8476, 0.8902, 0.8488,\n", + " 0.8590, 0.8831, 0.8787, 0.8912, 0.9026, 0.8696, 0.9109, 0.8676, 0.8377,\n", + " 0.9469, 0.8678, 0.8483, 0.8307, 0.8614, 0.8810, 0.8502, 0.8771, 0.8735,\n", + " 0.8648, 0.8613, 0.8930], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 8.5837e-02, 1.4200e-01, -8.5664e-02, -1.8797e-01, 2.1057e-01,\n", + " -2.4416e-01, 2.7290e-01, 1.6495e-01, 3.2365e-02, 1.0971e-01,\n", + " -2.0775e-02, 2.4005e-01, -1.8267e-01, 3.0327e-01, -5.4403e-03,\n", + " -1.4303e-02, -1.1269e-01, -2.9029e-01, -5.4553e-02, 5.1764e-01,\n", + " 2.0928e-01, -3.6854e-01, 2.0008e-01, 1.0004e-01, -1.7577e-01,\n", + " 2.2374e-01, 1.1766e-01, -1.7958e-01, -1.9987e-01, 9.8001e-02,\n", + " -3.8966e-02, 3.9075e-02, 2.0839e-01, -1.9816e-01, 1.2072e-01,\n", + " -7.4523e-02, -1.4145e-01, 6.9318e-02, 1.2679e-01, -3.1750e-01,\n", + " 2.4117e-02, -1.8195e-01, -1.6364e-02, 1.1730e-01, -1.0515e-01,\n", + " -1.9714e-01, -6.0606e-02, -7.0980e-02, 9.4621e-02, -1.6172e-02,\n", + " -4.1445e-01, 8.4047e-02, 4.2278e-01, -4.3997e-01, 1.0947e-01,\n", + " -3.1991e-01, -7.4993e-02, -3.2303e-01, 4.3473e-02, -2.5488e-01,\n", + " -9.3522e-02, -1.4271e-02, -4.9369e-01, -4.2574e-01, -7.1936e-02,\n", + " 6.1253e-02, -5.8429e-02, -4.6612e-02, 2.2238e-02, -9.4320e-02,\n", + " -6.3199e-02, 3.6283e-02, -3.6720e-01, -3.0245e-01, 2.2521e-01,\n", + " 1.2977e-01, 3.2817e-02, 2.3162e-01, 4.3562e-02, 2.6053e-02,\n", + " 1.0522e-02, 4.9938e-02, 5.2837e-02, 8.1291e-02, 6.1032e-02,\n", + " 1.4802e-02, -1.8582e-01, 1.3861e-01, 3.3469e-02, 8.8703e-02,\n", + " -3.1411e-02, -8.8899e-02, 5.4395e-01, -1.4193e-01, 8.8956e-02,\n", + " -4.8855e-02, 2.6914e-01, -1.9660e-01, 2.1199e-02, -3.1289e-02,\n", + " -3.5979e-02, 1.5278e-01, -4.0404e-02, -7.4327e-02, 1.2858e-01,\n", + " 4.0334e-02, -2.9333e-01, 3.4560e-02, 1.1060e-01, 1.5179e-03,\n", + " 1.2504e-02, 1.8766e-02, -4.7775e-01, -2.5696e-01, -5.2442e-02,\n", + " -2.0316e-02, 9.2689e-02, 1.2319e-01, 2.3511e-02, 1.0320e-01,\n", + " -2.2639e-01, -1.2759e+00, -1.5359e-01, 1.0497e-01, 7.1435e-02,\n", + " -8.2181e-02, -1.1539e-01, 7.8514e-02, 1.2399e-01, 3.0569e-03,\n", + " -1.9764e-02, 1.8016e-01, -7.9376e-02, 4.6436e-02, -5.3625e-02,\n", + " -1.6864e-01, -2.2689e-01, -1.7785e-01, -2.5519e-01, -4.1561e-01,\n", + " -5.1113e-02, -4.5124e-03, 1.4976e-02, 1.8270e-02, 6.0275e-03,\n", + " -9.6517e-01, -7.0321e-02, -1.1285e-01, 7.5535e-02, 8.7690e-02,\n", + " 1.1125e-01, 8.0380e-02, -1.2796e-01, 8.2928e-02, 4.7012e-02,\n", + " 7.2278e-02, 2.7569e-01, 2.6086e-01, 1.8015e-01, 4.6072e-02,\n", + " -1.0445e-02, 3.1879e-03, -5.1754e-02, 6.5119e-02, 1.4766e-02,\n", + " 6.7017e-02, 1.3209e-03, -3.0013e-01, -9.7466e-01, 8.9708e-03,\n", + " -7.5214e-02, 9.7904e-02, 4.2524e-02, 3.5628e-01, 1.6467e-01,\n", + " 4.6966e-01, -3.6066e-02, 5.2178e-02, 3.6662e-02, 1.4243e-02,\n", + " -5.2950e-02, -5.3561e-02, 7.4746e-02, 2.3693e-01, 1.2329e-01,\n", + " 9.0140e-02, 2.9616e-01, 2.3798e-01, 1.0830e-01, -8.2987e-02,\n", + " -1.9990e-01, -2.6593e-01, 3.6729e-01, -7.5275e-02, -8.3015e-02,\n", + " 5.6904e-02, -7.4600e-02, 7.8693e-02, -2.8709e-02, -2.1914e-02,\n", + " -1.2160e-01, 2.1840e-01, 7.4711e-02, 2.7897e-01, 2.3845e-02,\n", + " 7.2931e-02, 1.8909e-01, -5.3926e-02, 5.9777e-03, -2.7527e-02,\n", + " 1.0153e-01, -1.1936e-01, 1.9166e-01, 7.1722e-02, -5.1855e-02,\n", + " -1.2120e-01, -4.0607e-01, -5.1932e-02, 1.6313e-01, 2.5084e-02,\n", + " -6.7911e-02, 2.6443e-01, 1.9162e-01, -1.9408e-01, 1.0773e-01,\n", + " 1.5768e-02, -2.0234e-02, -9.5764e-03, -3.8908e-02, -1.1116e-02,\n", + " 1.7622e-01, -4.0152e-02, 2.2360e-01, -4.6216e-02, 5.9286e-02,\n", + " 1.3976e-01, 4.2180e-02, 2.6758e-02, -4.7266e-02, -5.4953e-02,\n", + " -1.7332e-01, 4.7147e-02, 4.2273e-02, 7.3690e-02, 8.7856e-02,\n", + " -1.6135e-01, -2.0652e-01, -2.0493e-02, -2.9228e-02, -3.5709e-01,\n", + " 1.2682e-01, 2.7217e-01, -6.2599e-02, -8.6119e-02, -6.3243e-02,\n", + " -1.5008e-01, -1.6937e-01, -2.0133e-01, -1.2466e-03, 5.3692e-03,\n", + " 1.6784e-01, -8.3860e-02, 2.1513e-01, 8.9194e-02, 2.9874e-01,\n", + " 1.2635e-01, -3.6667e-02, 6.4175e-02, 1.0769e-01, 1.3463e-02,\n", + " 1.0019e-01, 9.3421e-03, -3.8965e-02, -1.0163e-01, -2.0176e-01,\n", + " -3.5802e-02, -3.6974e-02, -2.0047e-01, -1.2517e-01, -5.9417e-02,\n", + " 6.5727e-02, 1.0573e-01, -1.0305e-02, -1.2041e-01, -1.3971e-01,\n", + " -8.1471e-02, 1.0920e-01, 2.2179e-01, 2.4759e-01, 3.9482e-02,\n", + " 5.2953e-02, 1.4425e-02, -1.4783e-01, -1.7511e-02, 1.3223e-01,\n", + " -1.1093e-02, -3.2532e-01, 4.4576e-01, -6.7037e-02, -1.2040e-01,\n", + " 7.4323e-02, -1.9547e-01, -5.8757e-02, 1.2348e-01, 2.6547e-01,\n", + " 2.1292e-01, -1.3931e-01, -1.5638e-01, -2.4629e+00, -1.2759e-01,\n", + " 1.2892e-02, 2.4209e-01, -7.5945e-02, -1.1335e-01, 1.8653e-02,\n", + " -4.0490e-02, 7.8240e-02, 5.0317e-02, -6.1830e-02, 2.7452e-01,\n", + " -5.3724e-02, -6.3063e-02, 3.9417e-03, -7.3492e-02, 2.0477e-02,\n", + " 1.3990e-01, 2.9270e-02, -1.8136e-02, -6.5834e-02, 3.6823e-02,\n", + " -2.2458e-01, -3.9937e-01, -8.8788e-02, 1.8374e-01, -5.4395e-02,\n", + " -4.3962e-02, -6.8120e-03, -3.0401e-02, 1.0252e-01, 2.8407e-01,\n", + " -1.1808e-01, 1.8507e-01, -7.1884e-02, 6.2409e-02, -2.6125e-01,\n", + " 3.2840e-01, 4.9374e-02, -2.1945e-01, -6.6897e-02, -3.8845e-01,\n", + " -8.4390e-02, 2.7234e-01, -6.6010e-02, -7.7096e-02, -5.8041e-02,\n", + " -2.0223e-01, -1.2828e-01, -7.9008e-02, -1.5027e-01, -1.3035e-02,\n", + " 1.4925e-01, -9.5348e-02, -9.9232e-02, 5.0893e-02, -7.3293e-02,\n", + " -8.9028e-02, -7.7623e-02, -1.7390e-02, 1.8698e-03, 5.4975e-02,\n", + " -2.3773e-01, 4.7328e-02, 1.0715e-01, 8.9251e-02, -2.6932e-01,\n", + " -2.0014e-02, -1.0062e-02, -8.6682e-02, -4.0788e-02, -1.3710e-02,\n", + " -5.7753e-02, -3.9650e-01, 1.5819e-01, -3.1740e-01, 2.7811e-02,\n", + " -3.9947e-02, -2.6995e-01, 1.3130e-01, 1.8187e-02, -1.4568e-01,\n", + " -1.3657e-01, -6.2021e-02, 2.0700e-01, -2.8883e-02, 8.0085e-02,\n", + " 5.6116e-02, -1.1029e-01, -1.3365e-01, 1.6706e-02, 2.6342e-02,\n", + " 1.5214e-02, 1.5118e-02, -7.6433e-02, -1.7251e-01, 9.2939e-02,\n", + " -2.0556e-01, 1.2255e-01, -2.6475e-02, 2.0642e-02, -5.4825e-02,\n", + " -2.3549e-01, -9.6248e-02, 8.8796e-02, 1.3571e-01, -5.1882e-02,\n", + " -1.1737e-01, 5.9750e-02, 1.2839e-01, 5.5852e-02, 2.9574e-02,\n", + " -9.7698e-02, -2.4356e-01, 1.6191e-01, -6.4947e-02, -1.0726e-01,\n", + " 2.6032e-02, 8.9355e-03, -2.0000e-02, -8.4955e-02, -1.4515e-04,\n", + " 1.3922e-01, 8.5789e-03, -7.3263e-02, -6.0833e-02, 6.2368e-02,\n", + " 2.0408e-01, -2.1904e-01, -7.8874e-02, -1.2200e-01, -2.4105e-01,\n", + " 1.2296e-01, -2.0439e-02, -9.1131e-02, -4.3783e-01, 5.1286e-02,\n", + " 7.4276e-02, -2.4120e-01, 1.6334e-02, 4.7109e-02, -1.6143e-01,\n", + " -1.3797e-01, 8.6905e-02, 2.4781e-01, -2.2786e-01, 1.2199e-01,\n", + " 1.8875e-02, -1.9502e-03, 6.8838e-02, -9.5184e-02, -1.3612e-01,\n", + " 1.3390e-01, -6.2416e-02, 1.3856e-02, 2.5924e-01, 1.5965e-01,\n", + " -2.6366e-01, -3.0607e-01, 1.0746e-01, 2.4046e-02, 8.5776e-02,\n", + " 5.1739e-02, -6.6908e-02, -6.9206e-02, -2.0922e-02, 3.8374e-03,\n", + " 5.9248e-02, -1.9416e-01, -3.8006e-02, -1.5806e-01, -1.1823e-01,\n", + " -9.7198e-02, 1.1794e-01, 1.8018e-03, -5.3643e-02, 1.3244e-02,\n", + " 1.0492e-01, 1.9306e-02, 2.8919e-01, -2.6281e-01, -4.7742e-02,\n", + " 2.0474e-02, -1.3288e-01, 1.4810e-01, -8.4401e-02, -2.7600e-01,\n", + " -2.3292e-01, -7.0531e-01, -1.2917e-02, -7.5083e-02, 2.8812e-02,\n", + " -6.4849e-02, 6.9450e-02, 3.1924e-02, 5.8179e-02, 1.5103e-01,\n", + " -1.4970e-01, 9.6338e-02, -7.9897e-02, -2.4238e-01, 8.4571e-02,\n", + " 4.6926e-02, -1.1364e-01, 2.2739e-01, 7.4617e-02, -2.4072e-01,\n", + " 1.9932e-01, -2.0840e-01, -1.0476e-01, -2.7133e-01, -3.1582e-02,\n", + " -2.7995e-03, 1.0618e-01, 6.9327e-02, -9.4563e-02, -2.5350e-01,\n", + " -1.1224e-01, 3.9563e-02, 1.4343e-02, 1.0703e-02, -7.9517e-02,\n", + " -7.7046e-02, 1.8960e-04, 1.1763e-01, -1.5931e-01, -2.5760e-02,\n", + " -1.8895e-01, -1.6665e-01, 1.1495e-01, 9.3534e-02, -3.2218e-01,\n", + " 1.5994e-01, -8.0288e-01, -1.7235e-01, 1.9614e-01, 2.6550e-02,\n", + " -6.7360e-01, -2.2312e-01, -2.4769e-01, 2.3946e-01, 1.5088e-01,\n", + " -4.2992e-02, -1.4882e-01, 4.0992e-02, 1.2863e-01, 1.0113e-01,\n", + " -3.9589e-02, -4.1158e-02, 2.4886e-01, 1.3087e-01, -1.3462e-01,\n", + " -1.0839e-01, -3.0102e-01, -1.8166e-01, -7.0880e-02, -3.1970e-02,\n", + " -3.4201e-02, 7.5160e-04, -7.3670e-02, -4.2427e-02, -5.8652e-02,\n", + " 2.3111e-01, 7.8396e-02, -2.7461e-02, -9.0169e-02, -3.7658e-02,\n", + " -2.5310e-02, -1.7875e-02, -2.6136e-01, 2.4332e-02, -7.5451e-03,\n", + " -1.2623e-01, -1.7213e-01, 2.2759e-01, -6.5000e-02, 2.7191e-02,\n", + " 1.8052e-02, 4.1366e-01, 5.0379e-02, -4.5965e-02, -6.5131e-02,\n", + " 7.9861e-02, -3.3580e-02, 2.6935e-02, -6.4742e-02, 8.9402e-02,\n", + " -4.2739e-02, 8.9612e-02, -4.6635e-02, 1.2795e-01, -2.4737e-02,\n", + " 1.3799e-01, 1.4913e-01, -1.5174e-01, 4.9751e-02, -1.5048e-03,\n", + " 2.9210e-01, 3.2564e-02, 3.1519e-01, 2.4737e-02, -5.9259e-02,\n", + " -3.3368e-02, 5.9252e-02, -4.9013e-02, -4.9689e-02, -1.2974e-01,\n", + " 1.6995e-02, 6.2272e-02, -7.2129e-02, 1.1067e-01, 1.7617e-01,\n", + " 1.3362e-01, -1.1290e-01, -2.6263e-02, 5.8156e-03, -7.3941e-02,\n", + " 8.7596e-02, 2.8825e-01, -2.1539e-01, -3.9005e-02, 7.2810e-02,\n", + " 4.4566e-02, 6.8019e-02, -2.0573e-01, 1.6230e-01, 8.7474e-02,\n", + " -7.4973e-02, 4.3945e-02, 1.0579e-01, -6.0179e-02, 3.4313e-01,\n", + " -2.1877e-01, 4.3219e-02, 1.3212e-01, -1.1729e-01, -5.7323e-02,\n", + " 5.7660e-02, 2.0610e-01, -1.0786e-01, -3.9089e-02, 1.5406e-01,\n", + " 2.6961e-02, 4.3425e-02, -5.1698e-02, 9.1930e-02, -8.1683e-01,\n", + " -7.3213e-02, -2.1459e-01, -1.0263e-01, -1.3105e-02, 8.6215e-02,\n", + " 1.1604e-01, -1.4322e-01, 9.3040e-02, -6.3341e-02, -2.1220e-03,\n", + " -1.0719e-01, -4.3711e-02, -1.7138e-01, 1.4525e-02, 1.8926e-02,\n", + " -2.4502e-01, 1.3946e-01, -1.1428e-02, -1.3872e-01, 1.7052e-02,\n", + " -1.0297e-01, 4.6580e-01, 1.9646e-01, 1.4460e-01, -1.0840e-01,\n", + " -3.1653e-03, -3.9201e-02, 2.8856e-01, -8.0229e-02, -1.1469e-02,\n", + " -1.2297e-01, 1.0523e-01, -1.8942e-01, -1.3458e-01, 6.0276e-02,\n", + " 1.3952e-01, 1.2275e-01, 5.8178e-02, 1.1007e-01, -1.0605e-01,\n", + " 3.0518e-01, -1.8426e-01, -9.7014e-02, -5.8405e-02, -1.8248e-01,\n", + " 1.1566e-01, -1.0691e-01, -3.0140e-01, 1.6488e-01, -8.2017e-02,\n", + " 7.4420e-03, 1.9995e-01, 2.2853e-02, 1.2944e-01, 2.2457e-02,\n", + " -2.5948e-02, 2.4372e-01, -1.1012e-01, 7.1336e-02, -2.0806e-01,\n", + " 1.8529e-01, -1.0258e-01, 5.1174e-02, 2.1166e-02, -7.3214e-02,\n", + " -1.6878e-01, -1.2947e-01, 2.8269e-02, 1.8373e-02, 1.7840e-01,\n", + " 1.1727e-02, -5.0973e-02, -5.2247e-02, -1.7691e-01, 9.7303e-02,\n", + " -1.0208e-01, 1.9775e-01, 4.2992e-02, 1.1434e-01, 2.2850e-01,\n", + " 1.2486e-02, 1.0060e-01, -7.9221e-03, -2.1274e-01, 1.2765e-02,\n", + " 3.5673e-02, -2.1904e-02, 1.7778e-01, -3.4326e-02, 9.2271e-02,\n", + " 1.4573e-01, -9.1294e-02, -7.1086e-02, 5.3185e-02, -3.3967e-02,\n", + " 1.0409e-01, -2.6777e-01, -1.9378e-01, 3.0135e-01, -1.1028e-01,\n", + " 6.1252e-02, -4.5051e-01, 1.1792e-01, 5.3902e-02, 1.8740e-02,\n", + " 1.1801e-02, 1.5212e-01, -3.0846e-02, -1.9900e-01, -6.8238e-02,\n", + " 2.4995e-02, 1.0393e-02, 8.0497e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1520, -0.1045, -0.0844, ..., -0.0985, -0.0865, -0.1239],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.5147e-02, 9.8690e-02, -2.7811e-02, 3.7495e-02, 1.0865e-02,\n", + " 2.0664e-02, -6.0985e-02, 1.0830e-01, -2.2625e-02, 1.0681e-01,\n", + " 4.2455e-02, -1.2141e-03, 2.1135e-02, -2.7461e-02, -6.1506e-02,\n", + " 1.5592e-02, 1.4410e-01, -5.4875e-02, -1.9507e-02, -9.3003e-03,\n", + " 2.8029e-03, -5.4310e-02, -4.3565e-02, -5.9388e-02, -5.7008e-02,\n", + " 4.8928e-02, -8.3572e-02, 6.5716e-02, -8.6489e-02, -3.8836e-02,\n", + " -6.4295e-03, -1.4237e-02, -1.4229e-02, 2.1929e-02, -6.0592e-02,\n", + " 3.4592e-02, 1.5119e-02, -2.0976e-02, 2.0305e-02, -4.7995e-02,\n", + " -3.1722e-02, -6.5201e-04, -1.7062e-02, 1.8007e-02, -2.1631e-02,\n", + " -2.9115e-02, 3.5388e-02, 1.2118e-01, 9.8816e-03, -4.1745e-02,\n", + " -5.7558e-02, -4.7632e-02, 5.3555e-02, 2.1271e-02, 6.8383e-03,\n", + " 1.8357e-02, -5.2146e-03, -7.0953e-02, 2.6675e-02, 7.7883e-03,\n", + " 1.8818e-02, 5.5551e-02, -1.0117e-01, -4.1075e-02, 6.8018e-04,\n", + " 9.6989e-02, -1.1980e-01, -3.4725e-02, -5.1831e-03, 6.7932e-02,\n", + " -8.3669e-02, 5.1479e-02, -3.0973e-02, -2.8927e-02, 4.7633e-02,\n", + " -4.1557e-02, 6.5288e-02, 7.4529e-02, -4.4608e-02, 1.1400e-01,\n", + " 3.9794e-02, -2.3161e-02, 5.8959e-02, 2.4196e-02, 1.5235e-02,\n", + " -1.0718e-01, -7.2473e-02, 1.5373e-02, 7.5367e-03, 5.1601e-02,\n", + " -4.2295e-02, -8.2561e-02, -3.0799e-02, -5.1881e-02, 9.0202e-02,\n", + " -6.7456e-02, 2.3595e-01, 4.7756e-02, 5.4253e-02, -4.7910e-02,\n", + " 1.5289e-02, 7.0312e-02, -2.1237e-02, 2.8480e-02, 1.2139e-01,\n", + " 1.3898e-01, 1.5028e-02, 1.9977e-02, -3.2621e-02, -1.1958e-01,\n", + " -5.9199e-03, -3.8468e-02, -7.5435e-04, 3.3819e-02, -6.4907e-02,\n", + " 1.2111e-02, 1.0347e-02, 2.2832e-02, -2.8899e-02, -1.5539e-02,\n", + " -3.5260e-02, 1.9693e-01, -8.2346e-02, -1.7144e-02, 6.5284e-02,\n", + " -8.8436e-02, -2.4163e-02, -5.6741e-05, -1.6018e-02, 5.9056e-02,\n", + " -3.7241e-02, -8.1286e-02, 1.5091e-01, -3.4383e-02, 3.2126e-02,\n", + " 2.9163e-03, 1.6790e-02, -3.3508e-03, 3.3806e-02, 1.4642e-01,\n", + " 4.8587e-02, 3.7187e-02, 8.2167e-02, 3.3817e-02, -2.7545e-02,\n", + " -7.0888e-02, 9.4873e-02, 5.3925e-02, -8.4325e-02, 9.0692e-02,\n", + " -3.3404e-02, 4.0554e-02, -8.8271e-02, 5.1521e-02, -3.6838e-02,\n", + " -9.4290e-02, 4.6054e-02, -5.9426e-02, 2.9546e-02, -1.7048e-02,\n", + " 6.4844e-02, -4.3274e-02, -1.2904e-02, 7.0496e-02, 2.1265e-02,\n", + " 9.4858e-02, 4.3999e-02, -6.7119e-02, 1.4299e-01, 4.8349e-02,\n", + " 6.8913e-02, 8.7081e-02, -2.2958e-02, 1.0551e-02, 4.0072e-02,\n", + " -1.4964e-02, 1.8303e-02, -5.3604e-02, -6.6110e-02, -3.5867e-02,\n", + " 3.5729e-02, -8.4232e-03, -5.2117e-02, -1.8419e-02, -7.1358e-03,\n", + " 3.9683e-02, -5.4369e-02, 7.5218e-02, 2.5163e-03, -2.5681e-02,\n", + " -4.3987e-02, 5.6275e-03, -1.1959e-02, -3.4432e-02, 3.9230e-02,\n", + " 3.5519e-02, 2.3377e-03, 8.8199e-02, -2.0867e-02, -3.3751e-02,\n", + " -6.2849e-03, 3.3701e-02, -1.3026e-02, -2.2537e-02, 5.3174e-02,\n", + " -1.6652e-02, 2.8606e-02, -7.8563e-02, 9.4154e-03, 9.4129e-02,\n", + " 7.9171e-02, -1.3691e-02, -7.3754e-04, -1.7955e-02, 6.4761e-02,\n", + " 5.6261e-02, -1.1374e-01, 2.7207e-02, 3.7104e-02, -6.6450e-02,\n", + " 4.0136e-02, 2.4091e-03, -3.4675e-02, -7.0080e-03, 1.3232e-01,\n", + " 9.2005e-03, 4.0026e-02, 9.4278e-02, -1.3739e-02, -3.6347e-02,\n", + " 2.3211e-03, -1.1591e-02, 5.5970e-02, 4.7924e-02, -2.1392e-02,\n", + " 3.2199e-03, -1.3461e-02, 8.1267e-02, -1.1773e-01, 4.1035e-02,\n", + " 3.6927e-02, -7.1679e-02, -4.4939e-02, -7.9081e-02, -6.6731e-02,\n", + " -1.6357e-01, -1.1021e-01, -5.0804e-03, 8.5834e-03, -6.9250e-02,\n", + " 3.1904e-02, 3.9067e-02, -7.6089e-02, 8.3812e-02, 2.9952e-02,\n", + " -5.3052e-02, -1.1078e-01, 5.6290e-02, -3.8559e-03, 6.1433e-02,\n", + " -2.3049e-03, -5.4205e-02, 9.9625e-02, 7.1504e-02, 3.6927e-02,\n", + " -6.3635e-03, 1.6120e-02, 1.3956e-02, 1.0301e-01, 4.5212e-02,\n", + " 5.8588e-02, -5.8371e-02, -2.4430e-02, 1.1803e-01, 2.2917e-02,\n", + " -2.3167e-02, -1.2758e-01, 5.8396e-02, 5.4007e-02, 4.3561e-02,\n", + " 1.0081e-02, -2.6118e-02, 2.7264e-03, -2.1312e-01, -1.0994e-03,\n", + " 1.6239e-02, -1.2344e-02, 3.2499e-02, 4.6699e-03, 8.3077e-02,\n", + " -4.4066e-02, 8.1751e-02, -3.1798e-02, -3.0498e-02, 5.8318e-02,\n", + " -5.1220e-02, 2.3323e-02, 2.8082e-02, 4.5563e-02, -3.1732e-03,\n", + " -4.6268e-03, 4.6829e-02, 5.2714e-02, 3.9602e-02, -2.0541e-02,\n", + " 2.2803e-02, -1.0377e-01, 4.5162e-02, -3.0561e-01, 4.8789e-03,\n", + " -5.1718e-02, 8.5535e-02, -1.5662e-02, 9.3775e-02, -5.8762e-02,\n", + " 1.0318e-01, 2.3753e-02, -1.7079e-02, -7.4925e-02, 9.1953e-02,\n", + " -9.3307e-04, -2.6473e-02, 1.6847e-02, -8.0017e-02, 5.2953e-02,\n", + " -5.3356e-02, -4.1152e-02, 5.5162e-03, -1.6526e-02, 4.6136e-02,\n", + " 8.6385e-02, -2.8869e-01, -3.5254e-02, 3.1764e-02, -3.9921e-02,\n", + " -4.6053e-02, -4.5202e-02, -4.8631e-02, 1.3964e-02, 9.5214e-03,\n", + " -2.6438e-02, -9.5878e-02, -5.5118e-02, 8.3332e-02, -2.5361e-02,\n", + " 2.6542e-01, -2.7410e-02, -2.4284e-02, 1.9299e-01, 5.6945e-02,\n", + " -4.7916e-02, -3.0415e-03, -5.1627e-02, -9.3551e-02, 4.3887e-02,\n", + " 3.6444e-02, -6.7664e-03, 1.3395e-02, -1.0801e-02, -6.4082e-03,\n", + " 4.0127e-02, -8.3271e-03, 2.4473e-03, 1.6666e-02, 4.7298e-02,\n", + " 2.9203e-03, -1.1909e-01, -2.7944e-03, 4.6872e-02, -1.0992e-01,\n", + " -5.2446e-02, 6.6884e-02, -7.8075e-03, 6.4011e-02, 2.8143e-02,\n", + " -2.0027e-02, -4.2990e-02, -6.2279e-02, -9.6021e-03, 2.9130e-02,\n", + " 1.4106e-02, -1.8464e-02, -3.7351e-02, -3.2721e-02, 8.0585e-02,\n", + " 4.1986e-02, -9.7029e-03, 1.8811e-02, -6.0730e-02, -2.0696e-02,\n", + " -1.3783e-03, -4.1587e-02, 5.2928e-02, -9.3780e-02, 6.6866e-02,\n", + " -1.9100e-03, -3.7634e-02, -9.7817e-02, 6.7012e-02, 3.5469e-02,\n", + " -4.2988e-02, 9.0980e-02, -6.4188e-02, -5.4262e-02, -6.3600e-02,\n", + " -7.3079e-02, 1.0075e-02, -6.4328e-02, -6.5238e-02, -5.5821e-03,\n", + " -2.7449e-02, 5.2490e-02, -1.4543e-02, 6.5506e-02, -1.4968e-02,\n", + " -2.9325e-03, -2.5593e-02, 3.0151e-02, 5.1621e-02, -2.2707e-04,\n", + " 5.2259e-02, -1.4086e-01, 1.9261e-02, 9.4989e-02, 2.8573e-02,\n", + " 4.4129e-02, -5.1282e-02, 4.6283e-02, -2.9680e-02, 5.5248e-02,\n", + " 1.2542e-02, 1.5806e-02, -3.7797e-02, -7.4205e-02, -1.0529e-01,\n", + " -7.0192e-03, -9.0734e-02, -7.6813e-02, -2.5712e-02, -4.5386e-02,\n", + " -1.1575e-01, 2.2975e-02, 9.2991e-02, -3.9014e-03, 7.3966e-02,\n", + " 4.9155e-02, 6.1831e-02, 7.6838e-02, 1.4101e-02, -1.1899e-01,\n", + " -5.8508e-02, -3.0592e-02, 4.6106e-02, -7.7167e-03, -2.2412e-02,\n", + " 8.2632e-02, -2.5365e-02, 5.5135e-02, -9.6367e-02, -2.3450e-02,\n", + " -3.3605e-02, -1.5639e-01, -4.5004e-02, -1.6786e-02, -8.0004e-03,\n", + " 3.3958e-02, -2.2277e-02, -1.1792e-01, -1.2032e-01, 6.9041e-02,\n", + " -4.2215e-02, -4.3244e-02, -1.2836e-02, -9.5257e-03, -6.3226e-02,\n", + " -5.8266e-02, -3.2097e-02, -5.3470e-02, -2.9582e-02, 2.6568e-02,\n", + " 6.1889e-02, -2.1054e-02, -1.0265e-01, -7.4326e-02, -7.7057e-02,\n", + " -3.0342e-02, 6.9623e-02, -5.0036e-02, -6.9077e-02, 3.2591e-02,\n", + " -2.7729e-02, 2.8140e-02, 6.0840e-03, 9.5398e-02, -5.3075e-02,\n", + " -8.0678e-02, -6.2617e-02, -3.4285e-02, 4.5062e-02, 1.2543e-02,\n", + " -2.7052e-02, -3.2941e-03, -1.3508e-02, -1.1017e-02, 4.3846e-02,\n", + " -2.3857e-02, -1.9643e-02, -2.2141e-02, -1.5227e-01, 3.1622e-02,\n", + " -5.0291e-03, -3.0444e-02, 3.0183e-02, 6.7382e-04, -3.9359e-02,\n", + " 5.5783e-02, -1.2769e-01, 9.3040e-02, -2.2186e-02, -1.8489e-02,\n", + " 8.2939e-02, 1.5802e-02, 3.6551e-03, 1.1720e-01, -5.1668e-02,\n", + " 1.3725e-02, -6.2138e-02, -4.2521e-02, -2.7521e-02, 5.6619e-02,\n", + " -3.2035e-02, -2.9538e-02, 2.8562e-02, -2.9445e-02, -2.8972e-02,\n", + " -1.9813e-03, 2.8628e-03, 3.4906e-02, -6.2828e-02, -4.5000e-02,\n", + " -8.0888e-02, 1.0305e-01, -1.7869e-02, 3.3717e-02, -6.3621e-02,\n", + " -4.1462e-02, 3.8008e-02, -1.5456e-02, -5.1488e-04, 4.2673e-02,\n", + " -2.0673e-02, -5.0607e-02, -1.3873e-02, -1.3957e-02, -3.8626e-03,\n", + " -4.0950e-03, -6.2282e-02, -1.6047e-02, -3.4733e-02, -7.0577e-03,\n", + " 1.2088e-02, 5.3514e-02, -7.5803e-03, -4.0879e-03, -1.6623e-02,\n", + " -5.8865e-03, 2.5732e-02, 2.2060e-02, -1.2234e-02, 7.2491e-02,\n", + " 7.4493e-02, 6.4483e-02, 8.9644e-03, -5.8134e-02, 2.2834e-03,\n", + " -1.2212e-02, 1.0422e-02, -1.4356e-01, 1.5538e-02, 4.6918e-02,\n", + " -1.6751e-01, 3.8309e-02, 9.6846e-02, -7.0495e-02, -2.7973e-02,\n", + " -5.4691e-02, 3.5491e-02, 3.4475e-02, -2.2511e-03, 7.5286e-02,\n", + " -3.3780e-02, -7.4034e-03, 1.1208e-02, 5.5229e-02, 6.8814e-03,\n", + " -6.8289e-02, -2.9265e-02, 8.9548e-03, 1.2815e-02, -6.3196e-02,\n", + " 1.6458e-02, 4.4384e-02, -2.8280e-02, 4.2517e-02, 4.4333e-02,\n", + " -1.9762e-02, -3.4241e-02, 1.2632e-01, -2.4538e-03, -1.8655e-02,\n", + " -2.4973e-02, -9.0070e-03, 3.5641e-02, -7.0507e-02, -1.5381e-01,\n", + " 4.8579e-02, -6.3171e-02, 3.7194e-02, -2.2801e-02, -2.1942e-02,\n", + " 9.0891e-02, 1.0309e-01, -4.1102e-02, 9.3044e-03, -3.9117e-02,\n", + " 1.5139e-01, 8.4756e-02, 6.6901e-03, 1.9204e-02, 3.0728e-02,\n", + " 1.1307e-01, -6.5623e-02, 4.8121e-03, 5.4468e-02, -5.8566e-02,\n", + " -1.7647e-04, -5.2081e-02, 5.8738e-02, -2.2210e-02, 5.4031e-02,\n", + " -5.2642e-02, -2.4233e-02, 2.8898e-02, -1.1112e-01, 7.8026e-04,\n", + " 4.7914e-02, -3.6227e-02, -1.3379e-03, -3.2822e-02, 4.6575e-02,\n", + " 8.6741e-02, 2.8826e-02, 1.4174e-02, 1.1099e-01, -9.8162e-02,\n", + " -1.0253e-01, 1.4212e-02, -1.4801e-02, -7.6152e-03, -7.3278e-02,\n", + " -4.7079e-03, 1.2874e-02, -5.4293e-02, 1.9746e-02, -2.6656e-03,\n", + " -1.1684e-02, 3.7669e-02, 2.6023e-02, -5.0953e-02, -6.8739e-02,\n", + " -1.5132e-01, 1.5295e-02, 5.8862e-02, -8.5955e-02, -1.0614e-02,\n", + " -1.4771e-01, 7.5826e-03, 1.3741e-02, 3.2153e-02, -5.5401e-02,\n", + " -2.7378e-02, -2.1129e-02, -9.6263e-03, 2.1679e-02, 6.0387e-03,\n", + " 2.3842e-02, 1.6773e-02, 2.1320e-02, -3.4935e-02, 1.8651e-02,\n", + " 3.9921e-02, -4.0954e-02, 3.6536e-02, 7.0171e-02, 5.9625e-02,\n", + " 1.2220e-02, -5.5114e-02, -3.6014e-02, -1.0953e-01, -9.5661e-02,\n", + " 1.1084e-02, -6.4837e-02, -3.4218e-02, 9.7829e-02, 1.7789e-02,\n", + " -5.8268e-02, -2.1595e-02, -1.5098e-01, 4.8902e-02, 2.7867e-02,\n", + " 1.0966e-01, 4.9730e-02, -6.5047e-02, 4.3189e-02, -1.1697e-01,\n", + " 6.1828e-02, 1.6997e-02, -1.5843e-02, 4.6682e-03, 6.4880e-03,\n", + " -2.7143e-02, 7.5872e-03, -4.5413e-02, -6.9785e-02, 4.3590e-02,\n", + " -5.9673e-03, 2.0699e-02, -6.7040e-02, 7.3287e-02, -1.5950e-05,\n", + " -3.9807e-02, 7.3086e-02, 3.5854e-02, 4.0103e-02, 1.3383e-01,\n", + " 3.1207e-03, -9.7336e-03, -1.0773e-02, 2.0780e-02, -2.4463e-02,\n", + " 8.5525e-02, -2.2474e-02, 3.5545e-02, 2.3799e-02, -6.9500e-02,\n", + " 3.9307e-02, 1.5299e-02, -1.1998e-01, 3.9373e-02, -2.7874e-02,\n", + " 5.0340e-02, -1.6368e-02, -2.2250e-02, 5.2681e-02, -9.1596e-02,\n", + " 1.3720e-01, -1.0519e-01, -5.7112e-02, 1.2733e-01, -7.1367e-02,\n", + " -1.9667e-02, 9.1824e-02, 5.3414e-02, 1.6420e-03, -8.7719e-03,\n", + " 4.1816e-03, 9.3656e-03, -2.6315e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.9018, 0.8869, 0.8863, 0.8587, 0.8750, 0.8783, 0.8626, 0.9150, 0.9264,\n", + " 0.8872, 0.8448, 0.7959, 0.8601, 0.8095, 0.9264, 0.8575, 0.8636, 0.8072,\n", + " 0.9398, 0.8179, 0.8616, 0.8484, 0.8979, 0.8966, 0.8273, 0.8883, 0.8270,\n", + " 0.8976, 0.8618, 0.8829, 0.9155, 0.8368, 0.8604, 0.9126, 0.9090, 0.9035,\n", + " 0.9051, 0.8905, 0.8842, 0.8567, 0.9144, 0.9118, 0.9246, 0.8807, 0.9163,\n", + " 0.8413, 0.8816, 0.9412, 0.9184, 0.9364, 0.8533, 0.8966, 0.8484, 0.7580,\n", + " 0.8594, 0.8250, 0.9207, 0.7978, 0.9134, 0.8184, 0.8942, 0.8539, 0.7281,\n", + " 0.8006, 0.9039, 0.8731, 0.9155, 0.9106, 0.8764, 0.9184, 0.9228, 0.9256,\n", + " 0.8391, 0.8399, 0.8869, 0.8312, 0.8967, 0.7788, 0.8774, 0.8685, 0.9193,\n", + " 0.9221, 0.9234, 0.8854, 0.7914, 0.8829, 0.8264, 0.8862, 0.9067, 0.9134,\n", + " 0.8882, 0.8885, 0.6231, 0.8887, 0.8911, 0.8679, 0.6551, 0.8235, 0.8843,\n", + " 0.9157, 0.9384, 0.9287, 0.8991, 0.8487, 0.8296, 0.6142, 0.8594, 0.9332,\n", + " 0.8742, 0.8529, 0.8903, 0.8991, 0.8150, 0.8918, 0.9142, 0.8520, 0.8667,\n", + " 0.9309, 0.9206, 0.8606, 0.8663, 0.5117, 0.8801, 0.8748, 0.7599, 0.8802,\n", + " 0.8945, 0.8507, 0.8807, 0.8819, 0.9265, 0.8688, 0.7154, 0.8769, 0.9021,\n", + " 0.9443, 0.8837, 0.8651, 0.9018, 0.6646, 0.9130, 0.9199, 0.9074, 0.9136,\n", + " 0.8837, 0.2779, 0.9289, 0.8763, 0.8903, 0.8763, 0.8800, 0.8738, 0.8041,\n", + " 0.9085, 0.9282, 0.8656, 0.8728, 0.8245, 0.8957, 0.5998, 0.8989, 0.9282,\n", + " 0.8541, 0.9191, 0.8652, 0.9128, 0.8863, 0.8443, 0.5768, 0.8967, 0.9237,\n", + " 0.8664, 0.8430, 0.8737, 0.9048, 0.5896, 0.8801, 0.8638, 0.8753, 0.8849,\n", + " 0.9150, 0.9423, 0.8755, 0.8931, 0.9242, 0.9104, 0.8685, 0.8707, 0.9199,\n", + " 0.8933, 0.9016, 0.8619, 0.8317, 0.8867, 0.8917, 0.8797, 0.9224, 0.8428,\n", + " 0.8567, 0.8255, 0.8887, 0.8591, 0.6296, 0.8378, 0.8937, 0.8374, 0.8750,\n", + " 0.8599, 0.9114, 0.8699, 0.8640, 0.9227, 0.8313, 0.8860, 0.9107, 0.7122,\n", + " 0.6000, 0.9267, 0.7521, 0.8736, 0.8768, 0.8709, 0.9011, 0.8471, 0.8837,\n", + " 0.6947, 0.8624, 0.8264, 0.8992, 0.9155, 0.8682, 0.8960, 0.8400, 0.9057,\n", + " 0.9075, 0.8799, 0.8692, 0.8464, 0.9045, 0.8343, 0.8346, 0.9190, 0.8983,\n", + " 0.8506, 0.8605, 0.7290, 0.8204, 0.8538, 0.8863, 0.7952, 0.8491, 0.8569,\n", + " 0.8912, 0.9032, 0.9304, 0.8693, 0.8580, 0.8506, 0.8788, 0.8754, 0.9189,\n", + " 0.8987, 0.9027, 0.9009, 0.8336, 0.8405, 0.8939, 0.8875, 0.8974, 0.9136,\n", + " 0.9147, 0.9047, 0.8864, 0.8930, 0.9175, 0.9225, 0.8385, 0.8973, 0.8862,\n", + " 0.9221, 0.8598, 0.8949, 0.9303, 0.6574, 0.9255, 0.8843, 0.9126, 0.9012,\n", + " 0.8349, 0.9281, 0.8712, 0.7353, 0.8975, 0.8829, 0.8706, 0.8165, 0.6444,\n", + " 0.7918, 0.8967, 0.8890, 0.9121, 0.9052, 0.8943, 0.9324, 0.8371, 0.8531,\n", + " 0.8477, 0.9251, 0.3999, 0.8936, 0.8742, 0.6313, 0.8931, 0.9006, 0.8976,\n", + " 0.8751, 0.9116, 0.9220, 0.8869, 0.7571, 0.9040, 0.8708, 0.8718, 0.9091,\n", + " 0.9185, 0.8990, 0.8433, 0.9043, 0.9146, 0.9156, 0.8708, 0.6452, 0.8890,\n", + " 0.9213, 0.9036, 0.9076, 0.8603, 0.9240, 0.9199, 0.8763, 0.8351, 0.9397,\n", + " 0.8501, 0.9048, 0.8322, 0.5896, 0.9336, 0.8856, 0.8962, 0.8641, 0.8745,\n", + " 0.8845, 0.9177, 0.6313, 0.9216, 0.9037, 0.8614, 0.8726, 0.8656, 0.8870,\n", + " 0.8967, 0.8715, 0.8575, 0.8630, 0.8916, 0.8720, 0.8313, 0.8970, 0.9027,\n", + " 0.8420, 0.8906, 0.8823, 0.9054, 0.8922, 0.8699, 0.9039, 0.9167, 0.8889,\n", + " 0.8631, 0.9238, 0.9159, 0.3737, 0.9055, 0.8678, 0.8878, 0.9121, 0.8424,\n", + " 0.9067, 0.8982, 0.8655, 0.8321, 0.8663, 0.8744, 0.8790, 0.9301, 0.9443,\n", + " 0.8700, 0.8423, 0.8886, 0.9135, 0.8723, 0.8019, 0.8668, 0.8993, 0.8148,\n", + " 0.8814, 0.9158, 0.8764, 0.9045, 0.9247, 0.9047, 0.8991, 0.9179, 0.9104,\n", + " 0.8944, 0.8470, 0.8797, 0.8704, 0.9099, 0.7421, 0.8658, 0.7859, 0.8954,\n", + " 0.8775, 0.8777, 0.8798, 0.8940, 0.8675, 0.9032, 0.8306, 0.8999, 0.8498,\n", + " 0.9002, 0.8563, 0.9162, 0.9381, 0.8855, 0.8688, 0.9006, 0.8488, 0.8739,\n", + " 0.9203, 0.8733, 0.6360, 0.9049, 0.8583, 0.8893, 0.8609, 0.8959, 0.8703,\n", + " 0.9274, 0.9316, 0.8654, 0.8874, 0.9373, 0.9443, 0.9074, 0.9138, 0.8698,\n", + " 0.8846, 0.9000, 0.7067, 0.8990, 0.9041, 0.8867, 0.7868, 0.8202, 0.8654,\n", + " 0.8528, 0.8932, 0.9110, 0.8501, 0.9006, 0.9206, 0.8768, 0.9079, 0.8717,\n", + " 0.8952, 0.8429, 0.8824, 0.9043, 0.8874, 0.6808, 0.8971, 0.8755, 0.8753,\n", + " 0.8941, 0.8797, 0.8552, 0.9049, 0.9185, 0.8853, 0.8378, 0.9176, 0.8625,\n", + " 0.8747, 0.7186, 0.8600, 0.9163, 0.8514, 0.8529, 0.8941, 0.8947, 0.8508,\n", + " 0.8547, 0.9110, 0.8780, 0.8699, 0.8945, 0.8971, 0.8411, 0.8416, 0.8569,\n", + " 0.8951, 0.8579, 0.8438, 0.8853, 0.6418, 0.8685, 0.8841, 0.9104, 0.8152,\n", + " 0.9112, 0.8543, 0.8504, 0.9122, 0.8762, 0.9170, 0.8846, 0.6728, 0.8284,\n", + " 0.8417, 0.9177, 0.8908, 0.9108, 0.8635, 0.8506, 0.8963, 0.8284, 0.9506,\n", + " 0.8300, 0.4737, 0.9142, 0.8423, 0.9234, 0.6852, 0.8899, 0.8683, 0.8479,\n", + " 0.8771, 0.9242, 0.8419, 0.8730, 0.9184, 0.8989, 0.9185, 0.8876, 0.8337,\n", + " 0.9011, 0.9083, 0.9229, 0.8485, 0.9007, 0.9086, 0.8588, 0.9025, 0.8674,\n", + " 0.8921, 0.8824, 0.9355, 0.8591, 0.9243, 0.9045, 0.7468, 0.8687, 0.8965,\n", + " 0.9372, 0.6586, 0.9311, 0.9101, 0.8560, 0.9119, 0.8810, 0.8757, 0.9139,\n", + " 0.9012, 0.8224, 0.9152, 0.8323, 0.9104, 0.9133, 0.9147, 0.9219, 0.8555,\n", + " 0.8485, 0.8594, 0.8852, 0.9286, 0.9102, 0.8900, 0.8911, 0.9372, 0.9121,\n", + " 0.8749, 0.9115, 0.8269, 0.9264, 0.8002, 0.8894, 0.9034, 0.9073, 0.8727,\n", + " 0.9272, 0.8494, 0.7397, 0.8959, 0.8371, 0.9372, 0.8943, 0.8476, 0.8376,\n", + " 0.9019, 0.9323, 0.9399, 0.8910, 0.9018, 0.9047, 0.8561, 0.8616, 0.9244,\n", + " 0.8774, 0.8319, 0.8697, 0.8871, 0.8983, 0.8688, 0.9079, 0.9052, 0.8414,\n", + " 0.8837, 0.8940, 0.8471, 0.9074, 0.8451, 0.9301, 0.9154, 0.8638, 0.9122,\n", + " 0.8908, 0.8596, 0.9319, 0.8913, 0.8754, 0.8662, 0.5557, 0.8684, 0.8023,\n", + " 0.8988, 0.8906, 0.8662, 0.9114, 0.9106, 0.9254, 0.9181, 0.9131, 0.8603,\n", + " 0.9190, 0.8579, 0.8931, 0.8835, 0.6463, 0.8981, 0.8559, 0.8522, 0.9297,\n", + " 0.8950, 0.8265, 0.8574, 0.9054, 0.8829, 0.9219, 0.9219, 0.8494, 0.9137,\n", + " 0.9171, 0.8919, 0.8638, 0.9031, 0.9072, 0.9098, 0.8783, 0.9069, 0.8727,\n", + " 0.9322, 0.9118, 0.8618, 0.8528, 0.8265, 0.8647, 0.6684, 0.9396, 0.8657,\n", + " 0.8152, 0.8974, 0.8983, 0.8773, 0.8140, 0.8510, 0.9076, 0.9043, 0.8189,\n", + " 0.8731, 0.8413, 0.8933, 0.8650, 0.9098, 0.8408, 0.9138, 0.9289, 0.8778,\n", + " 0.8604, 0.9093, 0.9151, 0.9028, 0.8661, 0.8888, 0.8816, 0.8842, 0.8617,\n", + " 0.8825, 0.8976, 0.8960, 0.9224, 0.9688, 0.8061, 0.8499, 0.9100, 0.8267,\n", + " 0.9076, 0.8511, 0.9115, 0.8986, 0.9032, 0.8783, 0.8694, 0.8953, 0.8908,\n", + " 0.9210, 0.8866, 0.9352, 0.9155, 0.9032, 0.8549, 0.8810, 0.8828, 0.8489,\n", + " 0.7537, 0.9039, 0.8929, 0.8425, 0.8717, 0.8854, 0.8853, 0.8785, 0.8987,\n", + " 0.8198, 0.8881, 0.9306], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.6625e-02, -1.0507e-01, 3.1912e-02, 7.6338e-02, -1.1188e-01,\n", + " 1.2034e-01, -1.8940e-01, -1.3437e-01, -6.9242e-02, -6.7826e-02,\n", + " -5.4263e-02, -1.4246e-01, 6.9934e-02, -2.0858e-01, -3.2876e-03,\n", + " -2.3191e-02, 6.8969e-02, 8.9101e-02, -2.6422e-02, -2.6609e-01,\n", + " -9.9980e-02, 1.7229e-01, -1.6668e-01, -6.1606e-02, 4.6690e-02,\n", + " -1.1975e-01, -1.0204e-01, 5.2635e-02, 7.8951e-02, -7.8034e-02,\n", + " -1.4889e-02, -5.5586e-02, -1.2998e-01, 7.1997e-02, -1.0003e-01,\n", + " 1.5326e-02, 1.9547e-02, -7.3485e-02, -9.4418e-02, 1.0362e-01,\n", + " -6.1286e-02, 7.1012e-02, -2.3794e-02, -9.7600e-02, 2.2134e-02,\n", + " 7.2604e-02, 6.6140e-02, -1.5904e-02, -1.2900e-01, -9.5402e-03,\n", + " 1.2593e-01, -9.1694e-02, -2.2906e-01, 2.0688e-01, -1.3409e-01,\n", + " 1.0476e-01, -3.9208e-03, 1.4129e-01, -8.0206e-02, 1.1312e-01,\n", + " 4.4298e-04, -3.1820e-02, 1.2605e-01, 1.8113e-01, 1.2809e-02,\n", + " -4.3978e-02, 2.0773e-03, -4.6278e-02, -5.8448e-02, 9.8595e-03,\n", + " -3.2026e-02, -3.1179e-02, 1.5660e-01, 1.0776e-01, -1.3921e-01,\n", + " -1.0311e-01, -4.5080e-02, -1.7536e-01, -7.3872e-02, -5.5457e-02,\n", + " -2.3188e-02, -6.2325e-02, -6.7388e-02, -5.9938e-02, -8.1442e-02,\n", + " -9.5643e-02, 5.3938e-02, -1.2202e-01, -4.2700e-02, -4.7029e-02,\n", + " -3.8722e-02, 3.7240e-03, -2.1497e-01, -1.3948e-03, -5.7284e-02,\n", + " -2.1566e-02, -1.9520e-01, 1.1644e-01, -4.2779e-02, -5.3457e-03,\n", + " -2.6165e-02, -1.2019e-01, -5.0167e-03, -4.6626e-03, -1.0129e-01,\n", + " -4.5894e-02, 1.3304e-01, -5.7492e-02, -7.1754e-02, -3.1174e-02,\n", + " -4.3994e-02, -9.4959e-02, 2.1656e-01, 1.0740e-01, -4.2548e-02,\n", + " -4.1486e-02, -9.5449e-02, -9.5418e-02, -7.8051e-02, -1.0562e-01,\n", + " 1.0915e-01, 4.0597e-01, 2.6612e-02, -6.9673e-02, -3.5386e-02,\n", + " -1.2873e-02, 4.0978e-02, -1.1241e-01, -9.5544e-02, -1.3292e-02,\n", + " -4.4201e-02, -1.4191e-01, -5.5357e-02, -7.0822e-02, -4.0674e-03,\n", + " 2.6114e-02, 7.5882e-02, 5.7120e-02, 1.2606e-01, 1.4230e-01,\n", + " -4.0235e-03, -6.1418e-02, -6.6961e-03, -3.8446e-02, -7.1943e-02,\n", + " 1.8551e-01, -1.2822e-02, 7.6709e-02, -8.1103e-02, -7.2764e-02,\n", + " -8.6045e-02, -9.7528e-02, 4.1532e-02, -7.7701e-02, -4.5413e-02,\n", + " -7.9822e-02, -1.8998e-01, -1.6055e-01, -6.8246e-02, -6.8712e-02,\n", + " -1.2344e-02, -4.4136e-02, -1.3596e-02, -5.7772e-02, -5.4524e-02,\n", + " -9.2218e-02, -1.8866e-02, 1.0647e-01, 3.3256e-01, -2.2296e-02,\n", + " -5.1825e-02, -1.2755e-01, -9.1702e-02, -1.9313e-01, -1.2993e-01,\n", + " -6.5512e-02, -3.4277e-02, -9.5308e-02, -1.1043e-01, -3.6635e-02,\n", + " 6.8052e-03, 2.7257e-04, -1.0590e-01, -1.5642e-01, -1.1331e-01,\n", + " -7.8984e-02, -1.6124e-01, -1.8601e-01, -9.2715e-02, 3.8851e-02,\n", + " 1.0873e-01, 4.2357e-02, -2.2107e-01, 5.1203e-02, 5.9569e-03,\n", + " -5.7879e-02, 6.5377e-03, -1.0727e-01, 2.0603e-02, -1.4750e-02,\n", + " 3.2937e-02, -1.8990e-01, -1.2786e-01, -1.8806e-01, -4.1394e-02,\n", + " -8.8912e-02, -1.7002e-01, -7.3276e-03, -3.2889e-02, -1.5499e-02,\n", + " -7.3647e-02, 5.0166e-02, -1.8483e-01, -7.8329e-02, -1.8418e-02,\n", + " 2.1323e-02, 6.7164e-02, -8.7967e-03, -1.3794e-01, -7.6948e-02,\n", + " -5.5494e-02, -1.8144e-01, -1.4973e-01, 7.0110e-02, -1.2353e-01,\n", + " -5.7582e-02, -4.8038e-02, -2.8484e-02, -2.4484e-02, -4.0356e-02,\n", + " -1.4437e-01, -1.6582e-02, -1.1949e-01, -1.3751e-02, -5.5272e-02,\n", + " -8.7414e-02, -7.2544e-02, -9.4576e-02, -2.1282e-02, 4.0743e-02,\n", + " 7.0492e-02, -3.2798e-02, -7.9206e-02, -1.2530e-01, -7.0764e-02,\n", + " -5.4919e-02, 1.1142e-01, -8.7380e-03, -1.7681e-02, 8.7281e-02,\n", + " -1.2548e-01, -8.8504e-02, -1.6192e-02, -4.6660e-03, -8.2362e-03,\n", + " 5.1452e-02, 3.1431e-02, 8.2000e-02, -2.9608e-02, -2.1364e-02,\n", + " -1.2958e-01, -9.5314e-03, -1.2507e-01, -1.2091e-01, -2.1740e-01,\n", + " -1.2663e-01, -3.9883e-02, -4.6411e-02, -8.3061e-02, -4.4111e-02,\n", + " -1.0415e-01, -3.4678e-02, -2.0700e-02, 4.5979e-03, 9.3389e-02,\n", + " 1.2189e-03, -3.3199e-02, 2.8192e-02, 2.6093e-02, 2.2936e-02,\n", + " -1.0521e-01, -6.9720e-02, -3.0941e-02, -2.7791e-03, 4.7309e-02,\n", + " 3.6411e-02, -9.8355e-02, -1.1288e-01, -1.7591e-01, -6.7582e-02,\n", + " -6.3172e-02, -6.3451e-02, 4.1148e-02, -3.7562e-02, -1.0980e-01,\n", + " -2.6929e-02, 7.4353e-02, -2.3019e-01, 2.9365e-02, 6.2933e-02,\n", + " -8.3192e-02, 6.6811e-02, -9.5346e-03, -1.0023e-01, -1.0159e-01,\n", + " -1.6829e-01, -9.2009e-03, 4.2582e-02, -6.7786e-01, 2.3572e-02,\n", + " -3.1146e-02, -1.1759e-01, -1.1613e-02, 3.6962e-02, -1.0654e-01,\n", + " 1.9333e-02, -9.3331e-02, -4.2195e-02, -2.6624e-02, -1.8566e-01,\n", + " -2.5489e-02, -1.1489e-02, -5.7362e-02, -1.5125e-02, -7.0189e-02,\n", + " -1.3676e-01, -7.4570e-02, -5.7956e-02, -1.7561e-02, -6.7024e-02,\n", + " 7.7325e-02, 8.4011e-02, 2.8613e-02, -1.3518e-01, 2.8934e-02,\n", + " -8.7383e-03, -5.7487e-02, -3.3748e-02, -9.2445e-02, -1.7720e-01,\n", + " 5.1504e-02, -1.6400e-01, 3.2477e-03, -8.1989e-02, 8.9592e-02,\n", + " -1.7000e-01, -5.7153e-02, 4.1587e-02, 9.1134e-03, 1.3563e-01,\n", + " 2.0177e-02, -1.7854e-01, -1.6019e-02, -5.5787e-02, 6.3263e-03,\n", + " 8.9427e-02, 7.0923e-02, -1.4782e-02, 2.5181e-02, -3.2568e-02,\n", + " -1.4150e-01, 4.0611e-02, -1.8354e-02, -4.5727e-02, 1.4363e-02,\n", + " -5.7863e-02, -2.0089e-02, -1.8870e-02, -4.5177e-02, -8.0632e-02,\n", + " 8.2770e-02, -6.2037e-02, -1.0541e-01, -9.5110e-02, 7.8727e-02,\n", + " -6.4051e-03, -2.1475e-02, -9.3362e-03, 1.8469e-02, -4.6239e-02,\n", + " -1.9577e-02, 2.7716e-01, -1.0000e-01, 1.3668e-01, -3.6600e-02,\n", + " -4.9088e-02, 5.7199e-02, -1.0958e-01, -4.8999e-02, 6.4781e-02,\n", + " 1.4753e-02, 7.4483e-04, -1.6135e-01, -4.5843e-02, -5.6123e-02,\n", + " -9.3122e-02, 1.8672e-02, 4.8467e-02, -4.5692e-02, -5.1939e-02,\n", + " -5.6010e-02, 1.4136e-03, 3.7675e-02, 5.0618e-03, -8.8304e-02,\n", + " 1.0297e-01, -1.1114e-01, -5.6413e-02, -5.0215e-02, -1.8669e-02,\n", + " 8.6868e-02, -3.7474e-03, -6.2278e-02, -1.0016e-01, -1.3861e-02,\n", + " -1.1220e-02, -4.0388e-02, -9.2488e-02, -9.3046e-02, -2.1603e-02,\n", + " 6.7309e-03, 1.0349e-01, -1.6229e-01, 8.7963e-03, 3.5653e-02,\n", + " -4.1728e-02, -8.0954e-02, -6.8818e-03, -8.4664e-03, 7.3229e-03,\n", + " -8.9781e-02, -3.2343e-02, -2.8033e-02, -1.2189e-02, -5.2967e-02,\n", + " -1.1684e-01, 4.0898e-02, 6.8785e-03, 1.5525e-02, 8.6050e-02,\n", + " -1.1087e-01, -3.8352e-02, 2.5415e-02, 1.3479e-01, -4.0202e-02,\n", + " -5.2153e-02, 3.7788e-02, -5.8467e-02, -2.9823e-02, 2.1274e-02,\n", + " 3.2532e-02, -8.4771e-02, -1.8989e-01, 6.7598e-02, -8.9823e-02,\n", + " -5.4341e-02, -6.1454e-02, -6.9793e-02, 2.1388e-02, 3.8125e-02,\n", + " -1.1104e-01, -2.2127e-02, -5.9216e-02, -1.5919e-01, -1.2669e-01,\n", + " 1.1131e-01, 1.1789e-01, -1.1630e-01, -8.3066e-02, -7.5607e-02,\n", + " 1.1751e-02, -2.7502e-02, -1.3553e-02, -4.6427e-02, -8.0391e-02,\n", + " -8.5280e-02, 6.0877e-02, -2.1529e-02, 5.6057e-02, 3.6249e-02,\n", + " 4.6377e-02, -1.3462e-01, -3.8239e-02, -2.7187e-02, -3.5752e-02,\n", + " -1.0851e-01, -4.5938e-02, -1.7553e-01, 1.1124e-01, -1.2534e-02,\n", + " -6.2436e-02, 1.4366e-02, -1.7153e-01, 6.7201e-03, 1.4290e-01,\n", + " 6.3469e-02, 2.4152e-01, -6.5595e-02, 2.4741e-02, -1.4315e-02,\n", + " 9.3053e-03, -5.1606e-02, -5.8946e-02, -6.7120e-02, -1.0786e-01,\n", + " 2.7229e-02, -1.3340e-01, -1.3439e-03, 1.0027e-01, -8.1355e-02,\n", + " -7.3692e-02, 3.7002e-02, -1.7913e-01, -7.2593e-02, 8.6568e-02,\n", + " -1.2131e-01, 6.9443e-02, 4.9047e-02, 8.6389e-02, -2.0935e-02,\n", + " -5.0771e-02, -9.7703e-02, -9.3536e-02, -1.0317e-02, 1.3166e-01,\n", + " -9.6728e-04, -3.1439e-02, -2.8427e-02, -4.1343e-02, 1.8749e-02,\n", + " -3.5111e-03, -5.1109e-02, -1.0554e-01, 3.5747e-02, -2.6054e-02,\n", + " 1.0180e-01, 7.0816e-02, -9.8053e-02, -8.7784e-02, 8.7960e-02,\n", + " -1.2546e-01, 2.8320e-01, 2.6763e-02, -1.2164e-01, -6.6004e-02,\n", + " 6.0763e-02, 8.9346e-02, 9.8378e-02, -1.4921e-01, -1.5433e-01,\n", + " -1.3213e-02, 7.0372e-02, -5.5913e-02, -1.2748e-01, -9.8133e-02,\n", + " -2.3685e-02, -3.2954e-02, -1.2974e-01, -1.3464e-01, 1.3043e-02,\n", + " -3.1027e-04, 7.2921e-02, 6.7288e-02, 1.0188e-02, -1.9360e-02,\n", + " -2.8443e-02, -4.0145e-02, -5.1148e-03, -1.3014e-02, -2.7395e-02,\n", + " -1.0637e-01, -6.6571e-02, -1.0466e-02, -1.5021e-02, -5.8401e-02,\n", + " -5.3731e-02, -5.8570e-02, 8.4191e-02, -3.5411e-02, -3.7969e-02,\n", + " 3.5854e-02, 7.9331e-02, -1.9163e-01, -4.6646e-02, -3.0621e-02,\n", + " -5.6818e-02, -2.3719e-01, -8.5134e-02, 5.3209e-03, -1.2206e-02,\n", + " -7.2313e-02, 1.5585e-02, -5.3374e-02, 2.6976e-02, -9.7546e-02,\n", + " -8.3794e-03, -7.7564e-02, -2.9223e-02, -9.5770e-02, -6.8801e-02,\n", + " -8.2946e-02, -9.8884e-02, 6.2166e-02, -8.8903e-02, -3.3634e-02,\n", + " -1.7276e-01, -6.8196e-02, -1.6463e-01, -2.0550e-02, -5.6731e-02,\n", + " -8.4223e-03, -5.6610e-02, -1.5533e-02, -2.0044e-02, -6.3639e-02,\n", + " -6.5976e-02, -7.7416e-02, -1.2213e-02, -1.3717e-01, -1.7293e-01,\n", + " -9.1297e-02, 1.6511e-02, -2.8297e-02, -3.5861e-02, -2.4608e-02,\n", + " -5.3280e-02, -1.5407e-01, 4.0849e-02, -8.9997e-03, -4.8316e-02,\n", + " -5.5761e-02, -6.6250e-02, 7.2413e-02, -1.5084e-01, -1.1982e-01,\n", + " 8.6066e-03, -8.8314e-02, -9.0629e-02, -4.0791e-02, -1.5793e-01,\n", + " 4.4901e-02, -5.8334e-02, -1.2370e-01, 6.9721e-04, 1.3705e-03,\n", + " -6.0067e-02, -1.4701e-01, -1.5822e-02, -3.2613e-02, -9.9972e-02,\n", + " -5.0216e-02, -5.3470e-02, 8.3673e-03, -7.3479e-02, 2.9377e-01,\n", + " -2.2296e-02, 5.2783e-02, 3.3154e-02, -5.1746e-02, -7.3156e-02,\n", + " -1.1054e-01, 4.4262e-02, -8.7940e-02, 3.6671e-04, -5.4205e-02,\n", + " 4.4721e-03, -2.1768e-02, 8.3681e-02, -7.8170e-02, -6.3030e-02,\n", + " 6.1283e-02, -9.7558e-02, -6.3439e-02, 8.2211e-03, -3.1354e-02,\n", + " 4.4900e-03, -2.5939e-01, -1.2595e-01, -1.0022e-01, 6.5094e-03,\n", + " -5.6319e-02, 2.8455e-03, -1.8966e-01, -4.3104e-03, 1.2433e-02,\n", + " 5.0383e-02, -1.1426e-01, 6.4174e-02, 1.4080e-02, -4.7500e-02,\n", + " -1.2750e-01, -1.2806e-01, -3.3080e-02, -9.5859e-02, 5.1768e-02,\n", + " -2.2557e-01, 9.1492e-02, 1.7461e-02, -3.0264e-02, 2.1010e-02,\n", + " -8.6432e-02, 1.2583e-02, 1.3712e-01, -1.2197e-01, 4.1892e-02,\n", + " -6.5797e-02, -1.6333e-01, -7.5110e-02, -1.1973e-01, -2.9338e-02,\n", + " -1.8425e-02, -1.7636e-01, 2.6511e-02, -1.0604e-01, 9.3289e-02,\n", + " -1.5011e-01, 4.5955e-02, -3.7404e-02, -4.7449e-02, 2.8436e-03,\n", + " 5.0054e-02, 2.3086e-03, -6.7876e-02, -3.7435e-02, -1.2747e-01,\n", + " -3.4610e-02, -4.0350e-02, -7.0701e-03, 9.4924e-02, -1.3219e-01,\n", + " 6.7923e-04, -1.6742e-01, -4.9987e-02, -4.9555e-02, -1.5015e-01,\n", + " -2.9192e-02, -8.9088e-02, -1.1630e-02, 1.0799e-01, -4.8110e-02,\n", + " -9.9438e-03, -2.8111e-02, -1.5008e-01, -9.9525e-03, -9.9064e-02,\n", + " -1.2777e-01, 1.0255e-02, -1.8369e-02, -7.6552e-02, -5.0687e-02,\n", + " -5.5869e-02, 1.0312e-01, 5.6818e-02, -2.0309e-01, -2.4400e-02,\n", + " -8.8542e-02, 2.4198e-01, -7.8811e-02, -3.2614e-02, -6.5294e-02,\n", + " -5.4814e-02, -8.6998e-02, -4.5401e-02, 7.0956e-02, 5.9858e-03,\n", + " -4.9954e-02, -2.6151e-02, -4.8600e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.7124e-02, 3.4060e-02, 2.7714e-01, -2.1614e-01, -5.2754e-02,\n", + " -4.1934e-02, -1.0614e-01, 1.6164e-01, 2.1892e-01, 5.4828e-02,\n", + " 1.1328e-01, -1.5540e-01, 3.4646e-01, 2.5325e-01, -3.4102e-02,\n", + " -1.3691e-01, -9.9905e-02, 3.6209e-02, 2.8396e-01, 2.4723e-02,\n", + " 1.0624e-01, -1.5966e-01, -2.9064e-01, 2.1612e-01, -2.4899e-01,\n", + " 9.8707e-04, 1.8403e-01, -2.4768e-02, 1.1958e-01, -2.3030e-01,\n", + " 2.2557e-01, -1.7071e-01, 3.5806e-03, 1.6674e-01, -2.8803e-01,\n", + " -5.6050e-02, -4.8621e-02, 1.0115e-01, 3.2618e-01, -1.5848e-01,\n", + " -3.2005e-03, -1.7769e-01, -1.2821e-01, -1.0530e-02, -9.1261e-02,\n", + " -2.4720e-01, 2.4708e-01, 2.6454e-01, -4.9120e-02, 2.7720e-02,\n", + " -7.3964e-02, 9.6444e-02, 5.1543e-03, 9.4288e-02, -2.4002e-01,\n", + " 6.6576e-02, 3.3673e-02, 1.6398e-01, 7.6314e-02, -9.3209e-02,\n", + " 8.1365e-02, -1.9832e-02, 6.0652e-02, 3.0708e-01, -8.0167e-02,\n", + " 1.9258e-01, 2.0132e-01, -2.3741e-01, 8.8291e-02, 2.3971e-02,\n", + " 1.0593e-02, -2.0060e-01, -1.5472e-01, -2.7008e-02, -1.1449e-02,\n", + " 2.0100e-01, -8.2185e-01, -2.4517e-01, 1.8763e-02, -1.6174e-02,\n", + " -4.9654e-02, 8.3059e-02, -5.2619e-02, 4.4486e-02, -6.7373e-02,\n", + " -5.0209e-03, 1.7341e-02, 8.1912e-02, 1.2533e-01, 1.0839e-01,\n", + " -1.6703e-02, -1.7874e-01, -7.6292e-02, 3.7882e-01, -7.1830e-02,\n", + " -1.3231e-02, -2.9727e-02, -1.0660e-01, -7.0098e-03, 8.0439e-02,\n", + " 5.0455e-01, -1.5079e-01, 9.5330e-02, -7.9132e-02, 8.5197e-02,\n", + " 3.9111e-02, 2.1119e-01, -2.9752e-02, -1.1806e-01, 1.2286e-01,\n", + " 9.6624e-02, 3.7295e-02, 4.2608e-02, 3.8592e-01, -1.0858e-01,\n", + " -2.7011e-02, -2.6157e-02, 1.8082e-01, 8.9553e-02, 1.2224e-01,\n", + " 1.4946e-02, -2.0846e-01, 1.3993e-01, 2.6287e-02, 1.4447e-01,\n", + " 2.8735e-01, -5.6707e-02, 1.5282e-01, -7.8315e-03, -6.3501e-02,\n", + " -6.1277e-02, 1.3764e-01, 2.6456e-02, -1.6626e-01, -2.8613e-01,\n", + " -4.9078e-03, -1.6712e-01, 4.9314e-02, 5.7350e-02, 6.7702e-02,\n", + " -8.8359e-02, -1.7174e-01, 7.9126e-02, -2.7246e-01, 7.1695e-02,\n", + " -3.2138e-01, -1.5843e-01, -8.3777e-02, -1.3326e-01, -2.2485e-02,\n", + " -2.5190e-01, 1.4825e-01, 9.3672e-02, 6.6643e-02, -2.2700e-02,\n", + " -4.2293e-01, -3.5745e-02, -1.9151e-01, 1.2523e-02, 8.0613e-03,\n", + " 1.9264e-01, -1.0809e-01, -7.3997e-02, 1.0719e-01, 4.0946e-02,\n", + " 1.9753e-03, -2.9911e-01, -7.6256e-02, 1.6773e-02, -2.0374e-01,\n", + " 8.9181e-03, -1.8182e-02, -1.4729e-01, -4.7487e-02, -1.6229e-01,\n", + " 2.8122e-01, 3.7604e-02, 2.2548e-02, 9.1785e-02, -1.7329e-02,\n", + " 9.4505e-02, -1.3197e-01, 2.2487e-01, -2.1390e-01, -2.4588e-01,\n", + " 2.2784e-01, 2.6753e-01, -6.7874e-02, 2.6946e-01, -6.6390e-02,\n", + " -2.5498e-02, -1.6309e-01, -9.0200e-02, 3.7907e-02, 9.5660e-02,\n", + " 1.8080e-01, -2.3924e-01, 9.9478e-02, -1.3054e-01, -2.7138e-01,\n", + " 1.3956e-03, 1.0748e-01, 1.5392e-01, 1.5391e-01, 1.0045e-01,\n", + " 2.7342e-02, 2.6396e-01, -1.6955e-01, 7.2539e-02, -1.5687e-02,\n", + " 1.8086e-01, -1.4429e-01, 2.8108e-02, 8.0441e-02, 2.0063e-01,\n", + " -1.0055e-01, -2.6909e-01, -1.5524e-02, 1.4388e-01, 4.3092e-02,\n", + " 9.8653e-02, -6.4260e-02, -1.2832e-02, 1.7404e-01, -4.4107e-02,\n", + " -7.2183e-02, -3.2841e-01, -2.4934e-01, -2.0703e-01, 8.4704e-02,\n", + " -4.7903e-02, 2.9869e-01, 8.1060e-02, 1.7804e-01, -1.8038e-01,\n", + " 1.2124e-01, 4.1391e-02, -4.5663e-02, 1.1364e-01, -1.0475e-01,\n", + " -1.9078e-01, 2.3068e-01, 4.0918e-02, 1.6140e-01, -7.7373e-02,\n", + " -3.0637e-02, -1.3309e-01, -1.9025e-01, 1.2720e-01, -1.1768e-01,\n", + " -2.4791e-02, -2.5434e-02, -1.7499e-01, -9.2619e-02, 1.6476e-01,\n", + " -2.3725e-01, -9.3491e-02, 4.5671e-01, -2.6633e-01, 1.0085e-01,\n", + " -1.2826e-01, -2.8109e-02, 5.8012e-02, 1.0149e-01, -1.8210e-01,\n", + " 2.1895e-02, 3.5337e-02, -1.3148e-01, 3.1326e-01, -1.6480e-01,\n", + " -5.1380e-02, 9.9065e-04, -6.6773e-02, -4.0287e-01, 4.5009e-02,\n", + " 1.9293e-01, 7.5762e-02, -2.1389e-02, 1.2942e-01, -1.2339e-02,\n", + " -3.2635e-01, -8.3607e-02, -2.0453e-04, 3.3516e-01, 7.5062e-02,\n", + " -6.9327e-02, -1.2054e-01, -2.6635e-01, -9.9091e-02, -2.3790e-01,\n", + " -2.6579e-01, -1.7214e-01, -6.5533e-03, 7.8417e-04, -1.6940e-01,\n", + " -2.0657e-01, 6.5929e-02, 6.7971e-02, 1.0136e-01, -9.7878e-02,\n", + " 1.1956e-01, -2.0127e-01, 2.3890e-01, -1.1398e-01, -2.2317e-01,\n", + " 9.2065e-02, -3.3084e-01, -4.5262e-02, -5.6814e-02, 6.6942e-02,\n", + " 5.4173e-02, 2.3265e-02, 1.7742e-01, 1.4548e-01, -4.5700e-02,\n", + " -1.8529e-01, 3.6931e-01, 3.1450e-01, 2.4212e-01, 2.7637e-01,\n", + " 1.4381e-01, 3.1329e-02, 1.3306e-01, 2.1394e-02, -9.4586e-02,\n", + " -3.8493e-02, -1.8471e-02, -2.7016e-02, -1.4261e-02, 3.1914e-03,\n", + " 2.1349e-02, 3.1816e-05, 6.4909e-02, 7.4721e-03, 2.9929e-02,\n", + " 1.0701e-02, 2.2340e-01, -3.5223e-02, -1.0802e-01, 5.0714e-02,\n", + " -1.0178e-01, -1.1887e-01, -1.1913e-01, 7.9704e-02, -1.9697e-02,\n", + " -1.9531e-02, 1.2767e-01, -5.8106e-02, 8.3521e-02, 2.0849e-01,\n", + " 3.7163e-02, 4.6231e-02, -9.1407e-02, -1.1306e-01, -1.1369e-01,\n", + " -8.4219e-03, 1.7472e-01, 7.9875e-02, 1.3519e-02, -6.7817e-02,\n", + " -1.2278e-02, 1.6268e-01, -5.2483e-02, 2.5276e-03, -1.9233e-01,\n", + " -1.0626e-01, -1.8435e-04, 6.2287e-03, 6.8744e-02, -1.7931e-01,\n", + " 6.1300e-03, 1.4120e-01, 2.0568e-02, -3.0645e-03, 1.0094e-01,\n", + " 1.1260e-01, -5.9056e-02, -1.4635e-01, -2.5501e-02, 3.9975e-02,\n", + " -9.0633e-02, -8.7091e-02, 1.4956e-02, -8.6604e-03, -4.3978e-02,\n", + " 7.2691e-02, 6.2789e-02, 3.7800e-02, -9.9180e-02, -1.5878e-02,\n", + " -1.2559e-02, -7.3866e-02, -1.1865e-01, 1.7248e-01, 4.5992e-02,\n", + " 2.4102e-02, 2.5764e-01, 1.7215e-03, -3.3761e-02, 7.6782e-02,\n", + " -1.0954e-01, 5.4684e-02, -3.2368e-03, -2.1302e-02, 7.1202e-02,\n", + " -4.5970e-03, 1.7492e-02, 3.5812e-02, 2.1043e-02, -9.1360e-02,\n", + " 2.5750e-02, -6.3601e-02, -1.8830e-02, -1.0064e-01, -2.5951e-02,\n", + " -1.5693e-01, 8.1196e-02, 1.8295e-02, -3.2807e-02, 7.1443e-02,\n", + " 3.5710e-02, 3.9369e-03, 9.2418e-02, 4.8860e-02, 5.4823e-02,\n", + " -2.8998e-03, 2.9912e-02, 1.2656e-02, -3.6178e-02, 7.3544e-02,\n", + " 3.2387e-01, 5.8701e-02, -3.6687e-04, -7.1270e-02, -8.2914e-04,\n", + " 7.5568e-02, -3.9599e-02, 7.4323e-02, -6.9772e-02, -5.8435e-03,\n", + " -5.5360e-02, 3.7388e-02, 3.0727e-03, 5.8361e-02, -7.7181e-04,\n", + " -1.4444e-02, -2.2832e-02, 1.6206e-02, -5.7916e-02, -7.0437e-02,\n", + " -3.7077e-02, -1.1017e-01, -1.1467e-01, 3.8657e-02, 5.7330e-02,\n", + " -6.3091e-02, -7.0682e-02, 2.4881e-02, 7.2451e-04, -6.1555e-02,\n", + " -3.6103e-02, -5.0532e-02, 1.1355e-02, 1.7141e-02, 2.7083e-02,\n", + " 1.5256e-01, 2.8816e-02, 9.3735e-02, -1.1345e-01, -6.5514e-02,\n", + " -5.6315e-02, 5.6634e-02, 1.0206e-01, -2.8312e-02, 5.7025e-02,\n", + " -8.6383e-02, 1.4014e-01, 3.4101e-02, -9.1953e-02, 6.6414e-02,\n", + " -2.8226e-02, 2.2760e-03, -3.0065e-02, 2.4532e-04, 1.7881e-02,\n", + " -1.2094e-01, -5.0453e-02, 1.0507e-01, 1.3416e-02, 1.0692e-01,\n", + " 2.4479e-02, -7.3698e-02, 1.9370e-02, -2.6637e-02, -5.9299e-02,\n", + " -1.4951e-02, 7.2080e-03, 5.9322e-02, 3.7022e-02, 2.7886e-02,\n", + " 6.5390e-02, 1.2358e-01, -1.6842e-02, 9.4552e-02, -5.2495e-03,\n", + " -5.3225e-02, -4.1222e-02, -4.6518e-03, 1.5419e-02, -1.5704e-02,\n", + " 5.3214e-02, -7.4430e-02, 2.0601e-02, 1.2736e-02, -1.1555e-02,\n", + " 2.3967e-01, 5.9821e-03, -2.5143e-02, 4.7115e-02, 7.1733e-02,\n", + " 8.1417e-02, 2.1429e-01, -3.3066e-02, -1.7153e-02, -1.2916e-01,\n", + " -9.6517e-03, 9.4612e-03, 5.5593e-02, 2.6679e-01, -6.1172e-02,\n", + " -4.2006e-02, -5.3519e-03, -8.9881e-02, -7.7368e-02, 3.5689e-02,\n", + " 4.3952e-02, 3.3530e-02, -1.4626e-02, -2.0199e-02, -5.5274e-02,\n", + " -6.3373e-03, 3.1005e-02, -2.1222e-02, -7.0196e-02, 2.4251e-03,\n", + " -8.1598e-02, 4.4209e-03, -2.7370e-02, -7.1675e-02, 4.3540e-04,\n", + " 6.2876e-02, 5.4380e-03, 4.6408e-02, 4.6499e-02, -4.4597e-02,\n", + " -1.1113e-01, 7.3425e-02, 4.5689e-02, -2.6495e-02, -4.5675e-02,\n", + " -3.0725e-03, 1.5039e-01, -1.2380e-01, 1.7399e-02, 3.5874e-02,\n", + " -1.2007e-01, 1.1524e-02, -8.8787e-02, -1.0026e-02, -1.1327e-02,\n", + " 1.0399e-01, 1.0365e-01, -5.4910e-02, -2.0341e-02, -1.1185e-01,\n", + " 2.2855e-02, 2.1275e-01, -1.4602e-01, 4.7515e-02, -1.3327e-01,\n", + " -1.8709e-01, 1.2670e-01, -7.9336e-02, 1.2110e-01, -8.0340e-02,\n", + " 2.4233e-01, 8.0648e-02, -4.1247e-02, -3.5967e-01, -1.4296e-01,\n", + " 1.9117e-01, 3.0106e-02, -7.6605e-02, -5.7340e-03, 4.5664e-02,\n", + " 7.5889e-02, -1.8742e-01, -2.0386e-01, 1.6283e-01, -6.9425e-02,\n", + " -1.6049e-01, -5.7655e-02, -2.0052e-01, 8.1097e-03, -2.5797e-01,\n", + " -2.7444e-01, -2.4259e-01, 4.1664e-02, -4.5014e-03, -3.6929e-02,\n", + " -1.1358e-01, 2.2968e-01, 1.3227e-01, 1.6550e-01, 2.1933e-01,\n", + " -1.7882e-02, 4.3336e-01, -1.0819e-04, -1.3611e-01, -1.7939e-01,\n", + " 5.6115e-03, -3.4520e-02, 3.4769e-01, 1.8248e-01, -3.8527e-02,\n", + " -3.1991e-02, 1.4986e-01, 2.6650e-01, 1.5600e-01, 7.5045e-03,\n", + " 2.9469e-01, -1.1569e-01, 1.5793e-01, 1.1181e-01, 1.7659e-01,\n", + " -2.7990e-02, -5.0408e-02, 2.1352e-01, -7.6224e-02, -1.4484e-02,\n", + " -1.7094e-01, 1.8936e-01, 9.8495e-02, -4.5197e-02, 4.7214e-02,\n", + " 6.3859e-02, -4.0698e-02, -6.5791e-02, 9.9525e-02, 1.0450e-01,\n", + " -2.0170e-02, -9.6091e-02, 1.4988e-01, 1.4765e-02, -1.5919e-02,\n", + " -1.5047e-03, -4.0305e-02, 1.6041e-01, -1.0113e-01, 2.2462e-02,\n", + " 4.9607e-02, -1.4022e-03, -8.4742e-02, 7.2395e-02, -9.7467e-02,\n", + " -1.2987e-02, -3.1381e-02, 8.3338e-02, 5.3445e-02, 3.7792e-02,\n", + " 1.7569e-02, -3.4602e-02, -1.1009e-01, -6.4932e-02, 6.8860e-03,\n", + " 1.6219e-01, -1.9488e-02, 2.0063e-02, 1.9374e-02, -1.7780e-02,\n", + " -2.4427e-02, 7.7272e-02, -1.1846e-01, -8.3675e-02, -3.3053e-02,\n", + " 2.0154e-02, -1.1923e-01, -4.3154e-02, 3.8559e-02, -8.1260e-02,\n", + " -5.5679e-03, 1.3790e-01, 9.5938e-02, -5.6148e-02, -7.7542e-02,\n", + " -4.8514e-02, -3.4478e-02, -1.3185e-01, -6.3449e-03, 3.0002e-02,\n", + " 5.1363e-02, -1.6005e-01, 1.4019e-02, 9.1899e-02, -9.2275e-02,\n", + " -1.0356e-01, 1.6721e-03, 4.3978e-02, 8.2166e-02, 4.7346e-02,\n", + " 3.5849e-02, -2.9597e-04, 3.7520e-02, -6.9860e-03, 1.3662e-01,\n", + " 6.2105e-02, -5.0778e-02, -5.8278e-02, 2.1261e-02, -7.6486e-02,\n", + " 1.6480e-01, -1.7464e-02, 4.9367e-02, -1.7308e-01, -2.7703e-02,\n", + " 8.7152e-02, -1.5671e-01, -1.4890e-02, 8.9527e-02, 3.1114e-02,\n", + " 5.0740e-02, -6.7318e-02, -9.9708e-03, -7.9353e-02, -8.7994e-02,\n", + " -6.1693e-02, 5.8653e-02, 6.0365e-02, -7.6828e-02, -7.2802e-03,\n", + " 3.5994e-02, -1.0353e-01, 6.5900e-02, -9.7121e-02, -4.6353e-03,\n", + " -2.6089e-03, -1.7748e-02, -1.3801e-01, 1.9654e-02, -1.1390e-02,\n", + " -5.0147e-02, -2.2391e-02, -3.9463e-02, 3.7840e-02, -4.4553e-02,\n", + " 1.2869e-01, -3.7323e-02, 1.4184e-02, -2.7705e-01, -5.4745e-02,\n", + " 8.8174e-02, -1.3834e-01, -1.0460e-01, 3.3374e-02, 1.2426e-03,\n", + " -6.0779e-02, 7.9967e-02, 2.5093e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.7404e-04, -1.2588e-03, -1.1473e-03, -1.5774e-03, 3.7122e-04,\n", + " -1.6006e-03, -1.2858e-03, 2.1347e-03, 2.6059e-03, 2.3023e-04,\n", + " -1.5696e-04, 3.9704e-07, 1.9270e-03, -6.8509e-04, 1.1900e-03,\n", + " 4.8603e-04, -2.7293e-04, 7.6222e-04, 2.4114e-03, 2.5822e-03,\n", + " 1.3979e-03, 1.0252e-03, 1.0934e-03, -1.8882e-04, 1.0269e-03,\n", + " 2.2611e-04, -2.6591e-03, 1.3309e-03, 8.2580e-04, 1.6736e-05,\n", + " 8.4421e-04, 2.0242e-03, -1.2197e-03, 6.1830e-04, -4.3593e-04,\n", + " 1.4927e-03, 1.6446e-04, 7.7612e-04, 8.6252e-04, 2.6958e-04,\n", + " 1.2160e-03, -2.3033e-03, 8.1252e-04, 9.7057e-05, -1.1393e-04,\n", + " 1.4878e-03, 2.6582e-04, -8.2377e-04, -6.3751e-04, -3.9005e-04,\n", + " 1.2240e-03, 1.9092e-03, -7.4230e-04, 1.7996e-04, -3.3075e-03,\n", + " -1.4921e-04, -6.2548e-04, 2.5741e-03, 1.3502e-03, -4.8460e-04,\n", + " -2.0815e-04, 9.4036e-04, 8.6680e-04, 8.3986e-04, 2.9530e-03,\n", + " 7.3515e-03, -8.7814e-03, -2.2257e-03, -1.5681e-02, -1.2732e-02,\n", + " -7.5432e-03, 2.0485e-03, 1.0588e-03, -3.7407e-03, -9.0035e-03,\n", + " 2.0660e-03, 1.6694e-03, -2.2018e-03, 2.2100e-05, -1.1841e-03,\n", + " -5.2800e-03, 1.5533e-03, -3.3125e-03, -1.1129e-02, -1.3667e-03,\n", + " -1.7781e-03, 4.1955e-04, 3.6366e-03, 9.7740e-04, -2.7378e-03,\n", + " 1.8880e-03, -5.6565e-03, -1.9816e-03, -5.5867e-03, 1.5902e-03,\n", + " -1.1446e-02, 2.8433e-03, 7.7603e-03, 4.9228e-03, 2.2700e-03,\n", + " -1.2404e-03, 4.0569e-03, 3.9637e-04, 1.2497e-02, 9.0623e-03,\n", + " -9.1915e-03, 4.3913e-03, -3.3922e-03, 1.2672e-02, 2.5620e-03,\n", + " -9.6501e-03, 1.1304e-02, -7.8996e-03, 1.5376e-03, -2.2243e-03,\n", + " -5.5850e-03, 2.2312e-04, -1.0415e-02, -9.9011e-03, -8.3401e-04,\n", + " -4.1396e-03, 8.3672e-03, 2.5322e-03, 5.7382e-03, -4.6564e-03,\n", + " -7.1773e-04, 6.1321e-03, 6.8671e-03, -1.3212e-03, 4.2811e-04,\n", + " -8.5581e-03, 4.1824e-03, -1.0669e-03, -3.5265e-04, -3.0775e-03,\n", + " 1.0204e-03, 1.0925e-03, -5.1922e-03, 6.6062e-03, 1.9422e-04,\n", + " 4.1572e-03, 2.7410e-04, 3.6554e-03, 5.5576e-04, -3.8635e-03,\n", + " 4.2402e-03, -2.7643e-03, 1.5327e-03, 7.9419e-03, 5.4816e-03,\n", + " 2.0955e-04, 6.7483e-03, 5.3392e-03, 2.2132e-03, 1.4605e-04,\n", + " 1.0432e-02, -3.0417e-03, 5.7344e-03, 5.1857e-03, -9.2886e-04,\n", + " -1.7344e-03, 5.4176e-03, 2.6520e-03, -3.0413e-04, 2.6313e-03,\n", + " 5.0926e-03, 2.7232e-03, -4.0100e-03, 4.7660e-03, -3.9250e-04,\n", + " -4.1240e-03, -7.3352e-03, 1.5799e-03, 2.3274e-03, -1.8178e-03,\n", + " 6.9346e-03, 6.5297e-04, 7.5615e-04, -1.1083e-03, -3.5697e-03,\n", + " -4.2567e-04, -4.2937e-04, 3.2031e-03, -7.6116e-04, 3.8940e-03,\n", + " 2.8842e-03, -1.9185e-03, 6.0472e-05, -1.2240e-02, -1.3636e-03,\n", + " -4.5994e-03, 1.0070e-03, -6.7086e-03, 3.0068e-03, 3.3338e-03,\n", + " -3.1299e-03, -3.7037e-03, 9.5071e-04, -2.8389e-03, 3.9201e-03,\n", + " 4.3378e-03, 3.1702e-03, 1.9959e-03, -8.3907e-04, 4.5024e-03,\n", + " -8.2176e-04, -2.4047e-03, -8.7010e-03, -5.8991e-03, 1.0660e-03,\n", + " -2.4523e-03, -8.8950e-04, 1.0414e-03, 5.9270e-03, -6.2894e-04,\n", + " 1.2197e-03, 2.4731e-03, 5.2120e-03, -3.8703e-03, -1.7750e-03,\n", + " 6.0657e-04, -7.5239e-03, 3.1207e-03, -1.8173e-03, 3.7503e-03,\n", + " -3.6688e-03, -1.8274e-03, -1.3945e-03, -3.6266e-03, -7.1070e-04,\n", + " 2.1840e-04, -9.6458e-04, 5.2122e-03, -9.4867e-04, -1.9268e-03,\n", + " 1.4580e-03, -6.6333e-03, -2.4228e-03, 1.5942e-03, -4.8333e-04,\n", + " -6.0015e-05, 3.0485e-04, 4.6629e-03, 8.0991e-03, -1.0281e-02,\n", + " -1.2800e-03, 2.1218e-03, 1.9758e-03, -9.8208e-04, 1.9060e-03,\n", + " 4.1155e-03, 2.8325e-03, -4.2867e-03, -3.9674e-03, -2.9298e-03,\n", + " 5.4093e-03, -2.0154e-03, -1.5694e-03, -2.0006e-03, 5.3183e-04,\n", + " 5.2783e-03, 1.0696e-03, -1.0955e-03, -4.3512e-04, 2.1558e-03,\n", + " 3.2640e-04, 2.9317e-03, -1.0648e-03, -5.5977e-03, 8.6387e-04,\n", + " 2.9393e-03, -9.3518e-04, 7.4964e-04, -1.1158e-03, -4.8705e-04,\n", + " 1.7399e-04, 4.2176e-03, -7.6998e-04, -2.8220e-03, -2.7946e-03,\n", + " -3.4033e-03, 5.5315e-03, 2.6536e-04, 5.5527e-03, 2.5920e-03,\n", + " -2.1235e-03, -3.0452e-03, -1.1622e-03, 1.0926e-03, -1.4817e-03,\n", + " 5.1113e-03, -5.0150e-03, -2.4461e-03, 3.0040e-03, -4.2107e-04,\n", + " 1.8510e-03, -1.3712e-03, -3.6967e-04, -5.2851e-04, 1.3772e-03,\n", + " 9.7582e-04, 2.1448e-03, -3.6100e-03, -1.1060e-03, -1.3219e-03,\n", + " -1.3313e-03, 1.0776e-03, -5.1947e-04, -8.2882e-04, 8.0234e-04,\n", + " 5.3239e-03, 5.2689e-04, -3.3398e-04, 4.7917e-04, 5.3853e-03,\n", + " -1.8218e-03, -5.2257e-04, -4.6807e-03, 6.8030e-03, -9.9770e-04,\n", + " 1.7153e-03, -9.2963e-04, -1.1896e-04, -1.3475e-03, -8.9352e-04,\n", + " -1.5381e-03, 1.9576e-03, -2.6633e-03, -3.0351e-03, 1.2891e-03,\n", + " -2.4442e-03, -2.0386e-03, 1.0048e-03, -1.9353e-03, 1.1216e-03,\n", + " -1.2045e-03, 2.1906e-05, 6.6192e-04, -4.7391e-04, 7.8579e-04,\n", + " -4.3994e-04, 1.0856e-03, -1.9781e-03, -1.2528e-03, -2.4785e-03,\n", + " -2.7827e-03, 4.9118e-05, -2.1496e-03, 3.1878e-03, 2.7277e-03,\n", + " -1.5282e-03, 3.5385e-03, -3.9277e-03, 2.0736e-03, 9.4708e-04,\n", + " 1.0869e-03, 3.4561e-03, 6.9838e-04, 2.8797e-03, -2.0315e-03,\n", + " 3.7598e-05, 1.0342e-03, -2.6388e-03, -1.4900e-03, -2.8550e-03,\n", + " -9.4815e-03, 1.2522e-03, -1.0384e-03, 7.0392e-03, 2.2888e-04,\n", + " -4.6006e-03, 5.3384e-03, -3.2362e-03, -8.0140e-05, -1.2643e-03,\n", + " -2.0813e-03, 2.0617e-03, 1.4345e-03, 3.5004e-03, -7.1350e-03,\n", + " -3.2065e-03, -4.4945e-03, 5.7621e-05, -2.5076e-03, -4.9606e-03,\n", + " -1.0253e-03, -9.9531e-03, -2.0155e-03, -3.6595e-03, -1.0454e-03,\n", + " 4.3004e-03, 4.4973e-03, 3.3851e-03, 1.0009e-02, 7.1742e-03,\n", + " 8.9558e-04, 7.8043e-03, 4.7166e-03, -6.8387e-03, -7.7842e-03,\n", + " 3.5828e-03, 2.9842e-03, -9.2696e-03, -1.1123e-02, 4.7572e-03,\n", + " -4.9595e-04, 3.1656e-03, 4.8235e-03, 1.2839e-02, -1.0335e-03,\n", + " 1.0549e-03, -5.1632e-03, -1.3796e-02, -8.8386e-03, 6.9549e-04,\n", + " -7.3569e-03, 6.7220e-03, -2.5032e-03, 3.8735e-04, -1.3323e-03,\n", + " 8.1598e-03, -3.8145e-03, -1.0083e-03, 5.7140e-03, 3.3885e-03,\n", + " 4.4935e-03, 5.9898e-03, -2.7178e-03, -1.1742e-03, -4.0949e-03,\n", + " 2.7059e-02, -5.3499e-03, -3.9488e-03, -1.6030e-02, 4.6900e-03,\n", + " 3.1251e-03, 4.9627e-03, -8.9747e-04, -1.2425e-02, -1.0612e-02,\n", + " 3.9615e-03, 1.4148e-02, 5.5420e-03, -1.4959e-03, -1.2697e-03,\n", + " -2.9067e-05, -1.1078e-02, -6.4798e-03, -1.4425e-03, 3.2386e-03,\n", + " -4.5203e-03, -4.7661e-05, 2.2346e-03, -3.6679e-03, -2.3505e-03,\n", + " 7.1570e-03, 1.6732e-04, 2.2284e-03, 5.2708e-03, -3.9921e-03,\n", + " 2.4351e-03, -2.3364e-03, 2.2959e-03, -1.5540e-03, -5.4227e-04,\n", + " 6.6650e-04, -3.5923e-03, -2.2177e-03, -4.7717e-03, -4.4100e-03,\n", + " 8.9069e-04, 2.2355e-03, -1.4054e-02, -6.9180e-04, 1.8625e-03,\n", + " 4.8195e-03, 9.4088e-04, 2.1457e-03, 5.3430e-03, -8.4594e-05,\n", + " 3.5488e-03, 5.1082e-03, 1.5432e-03, 4.5595e-03, 2.6207e-04,\n", + " -3.2125e-03, -2.1432e-03, 1.0485e-04, -5.5546e-03, 1.3306e-03,\n", + " -4.2718e-03, 1.5136e-03, -8.6525e-04, -3.9487e-03, 3.5342e-04,\n", + " 3.1755e-03, 3.9294e-04, 4.0350e-04, 3.3722e-03, -2.6222e-03,\n", + " 7.7682e-03, 1.2063e-03, -4.7054e-03, 4.1521e-03, -4.1816e-05,\n", + " 2.1412e-03, -9.8840e-04, -3.0209e-03, 8.0042e-04, 4.0137e-04,\n", + " 1.1542e-03, 3.0745e-03, -2.7336e-03, 2.4953e-03, -3.7783e-03,\n", + " -9.4295e-03, 1.1284e-03, 2.6593e-05, -3.2521e-03, -3.2917e-03,\n", + " -3.3336e-03, -6.3846e-03, -2.4765e-03, 3.3490e-03, 1.1983e-03,\n", + " -8.5744e-04, 8.7545e-04, 3.2643e-03, 1.4568e-03, -7.5725e-04,\n", + " -1.3308e-03, 1.9447e-03, -2.2176e-03, 1.8220e-03, 3.4808e-04,\n", + " -1.8928e-03, -2.1325e-03, 3.6456e-03, -2.3623e-04, 2.0456e-04,\n", + " -2.1733e-03, -1.7313e-03, -3.8483e-04, -1.0643e-03, -3.7681e-03,\n", + " -4.2067e-03, 1.3356e-03, 7.4226e-03, 3.8610e-03, -7.9531e-04,\n", + " -3.1594e-03, 4.5245e-03, -4.9977e-03, 7.3538e-05, 3.7304e-03,\n", + " -1.4721e-03, -1.6277e-03, 3.0372e-04, 2.3181e-03, -2.5115e-03,\n", + " 4.9861e-03, -5.6379e-03, 9.0250e-03, 3.7849e-03, -1.5272e-03,\n", + " 5.3438e-03, 1.2353e-03, 1.2184e-03, -1.3335e-03, 2.9982e-03,\n", + " -3.0503e-04, 3.6100e-03, -1.0318e-03, -1.8381e-04, 1.0021e-02,\n", + " -4.4460e-03, 1.2771e-03, -5.3419e-04, -2.2291e-03, 4.1236e-03,\n", + " 8.2044e-06, -1.3642e-04, 1.8492e-03, 1.0303e-03, -2.9469e-03,\n", + " -1.2434e-03, 2.3065e-03, -1.2588e-03, -3.9710e-03, -1.5354e-03,\n", + " 2.5833e-03, 1.8544e-03, -3.6697e-03, 1.4370e-03, -3.3918e-03,\n", + " 1.6743e-03, 1.2940e-03, 1.2178e-03, 3.3055e-05, -5.8780e-04,\n", + " 8.1399e-04, -3.7657e-03, -2.9502e-03, -1.0605e-03, -1.7839e-03,\n", + " -2.3763e-03, 7.4690e-04, 1.1420e-03, -2.9665e-03, -5.4577e-04,\n", + " 5.2626e-04, -1.4302e-03, 9.0408e-04, -1.5251e-03, 5.4394e-04,\n", + " -6.1581e-04, -7.4684e-04, -1.1509e-03, -2.5955e-03, -6.5960e-04,\n", + " -5.4389e-04, 8.6318e-04, 6.1947e-04, 2.8966e-03, -6.4006e-04,\n", + " -1.4454e-03, -3.7816e-03, 4.0726e-03, -4.2581e-04, 4.3852e-04,\n", + " 2.7190e-03, 8.0055e-04, 2.0846e-03, 2.8046e-03, 1.5042e-03,\n", + " -2.9643e-04, 6.7245e-04, -4.1372e-04, -9.1714e-04, 4.0905e-04,\n", + " 1.1375e-02, -5.3907e-03, -4.5194e-03, -9.0014e-03, -5.4129e-03,\n", + " -7.5819e-03, 1.4158e-03, 2.7934e-04, -1.4513e-03, 3.9897e-03,\n", + " 4.1225e-03, 9.9694e-03, -1.9413e-03, 8.6142e-03, 3.9912e-03,\n", + " -1.1898e-03, -4.5567e-03, -3.8132e-03, 3.9421e-03, -1.8724e-03,\n", + " -1.7701e-03, -5.3222e-03, -2.9547e-03, -8.7858e-04, 7.6030e-03,\n", + " -1.5188e-03, 8.7118e-03, -9.1216e-04, 6.2706e-03, 1.1588e-02,\n", + " -4.6484e-03, 7.8424e-04, -7.7764e-03, -9.8213e-03, -1.0176e-02,\n", + " -2.3112e-03, 1.2980e-03, 2.9476e-03, -4.6623e-03, 6.9110e-03,\n", + " -4.1173e-04, -3.0141e-03, -2.9359e-03, -6.1149e-03, -4.3865e-03,\n", + " -6.6089e-03, -1.3536e-03, 3.8104e-03, -2.7850e-03, -6.3949e-03,\n", + " -7.2148e-03, 1.0149e-02, 5.0911e-04, 3.8082e-03, -2.4232e-03,\n", + " 6.0297e-03, 2.0040e-03, -8.2974e-03, -4.9615e-04, 1.1149e-02,\n", + " 1.1830e-02, -7.6186e-03, -4.1363e-03, 1.3683e-03, 2.4726e-03,\n", + " 4.5970e-05, 2.2060e-03, 8.4481e-05, -1.0033e-03, 2.4136e-03,\n", + " -1.7947e-04, -2.2575e-03, -1.1176e-04, -5.2018e-03, 2.7927e-03,\n", + " 4.8909e-03, -2.2111e-04, 1.0544e-03, 1.5896e-03, -2.3207e-03,\n", + " -3.3150e-03, 3.2254e-03, 2.2644e-04, -6.6531e-03, -4.2760e-03,\n", + " 4.1232e-03, 1.9223e-04, -5.3164e-04, 2.9523e-03, 4.6592e-03,\n", + " 1.8082e-03, 1.2443e-03, 5.2088e-03, -7.0937e-04, 3.5034e-04,\n", + " 1.4102e-03, 1.8032e-03, 3.7917e-03, 1.4276e-03, 3.0090e-03,\n", + " -1.0065e-02, 2.1480e-03, -3.1672e-03, 9.3118e-04, 1.7946e-03,\n", + " 6.2906e-03, -3.8269e-03, -1.3125e-03, 4.3887e-03, 1.6181e-03,\n", + " 3.2501e-03, -4.4193e-03, -9.1651e-03, 2.1497e-03, -1.6969e-04,\n", + " 4.4304e-04, 2.5693e-04, -1.8238e-03, 1.4524e-03, -1.7985e-04,\n", + " 3.7829e-04, -1.0810e-03, 9.8886e-04, -1.6472e-03, -2.6024e-03,\n", + " -7.1708e-04, 3.7721e-03, 1.0626e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.7287e-02, 4.9791e-02, 8.3265e-02, 4.1509e-02, 6.0096e-01,\n", + " 1.1790e-01, -5.1697e-02, -6.4667e-02, -2.9898e-02, -4.1653e-02,\n", + " 7.8581e-02, 8.0512e-02, 2.8597e-03, 1.7697e-01, -5.0268e-02,\n", + " -1.5632e-01, -2.2312e-02, 1.4786e-02, 2.5321e-02, -2.3893e-02,\n", + " -1.9154e-01, -7.9178e-02, 5.1470e-02, 3.3449e-02, -3.2827e-02,\n", + " 1.1585e-01, 9.2792e-02, -1.1882e-01, 2.3169e-01, -1.2738e-02,\n", + " -1.3106e-01, -4.0138e-02, 7.4085e-02, -5.4727e-02, -1.5124e-01,\n", + " -7.4553e-02, 1.1593e-01, 8.2598e-02, -1.3784e-01, 8.3251e-02,\n", + " 1.2105e-01, 1.6121e-02, -5.6186e-02, -3.9316e-02, 5.2764e-02,\n", + " 6.8288e-02, -1.1403e-01, 4.3091e-02, -2.5927e-01, 1.6726e-01,\n", + " 1.8306e-01, 5.6655e-02, -3.7470e-02, -2.7923e-02, -9.3031e-02,\n", + " -7.7830e-03, 4.2595e-02, -1.1148e-02, -9.9394e-02, -3.1054e-02,\n", + " 4.1911e-02, -4.4094e-02, -2.5885e-02, 7.1226e-02, 8.2339e-03,\n", + " -6.9957e-03, 2.8895e-02, -1.3136e-02, 6.7789e-03, -9.6978e-03,\n", + " 8.9551e-03, -1.1822e-02, 1.3865e-02, 1.2104e-03, -1.1366e-02,\n", + " 1.3582e-02, -2.6825e-02, 1.8130e-03, -5.7155e-03, 7.2644e-03,\n", + " 1.1769e-02, 1.6907e-02, -1.7890e-02, -2.4963e-03, -3.1410e-03,\n", + " 1.4650e-02, -3.3544e-03, -9.3068e-03, -2.1822e-02, 1.9732e-02,\n", + " 1.3710e-02, -8.8011e-03, 1.2938e-02, -2.0676e-02, 2.5753e-03,\n", + " 6.1490e-03, -5.6659e-02, 3.0471e-02, -2.3042e-02, 4.6591e-02,\n", + " -8.6147e-04, 4.2650e-04, -3.0253e-02, 2.0131e-02, 2.0916e-02,\n", + " 1.8337e-02, -2.1184e-02, -1.6051e-02, 7.2532e-03, 1.6914e-02,\n", + " 4.4483e-03, 4.7432e-02, -2.1677e-02, -1.8879e-02, 3.6750e-02,\n", + " 5.0616e-03, -5.9059e-02, -1.2584e-02, 6.0803e-03, 1.6429e-02,\n", + " 2.2120e-02, -2.8895e-03, -1.5210e-02, 6.2408e-03, 3.6205e-02,\n", + " -2.3679e-02, -9.4773e-03, 2.3393e-02, 2.0147e-02, 2.6619e-02,\n", + " 1.3941e-02, 1.1835e-03, -3.8491e-02, 1.7611e-02, 8.0677e-03,\n", + " -8.4905e-03, -8.1067e-03, 2.6892e-02, 2.0398e-03, -1.3383e-03,\n", + " -2.4437e-02, -3.5107e-02, -1.9450e-02, -3.0346e-02, -7.7227e-03,\n", + " -1.6149e-02, 9.9498e-03, 2.9700e-02, 1.6986e-02, -2.4256e-03,\n", + " -7.5730e-03, -2.0657e-03, 1.4714e-02, -6.7601e-02, -1.2310e-02,\n", + " -1.1018e-02, -8.4921e-03, 2.5526e-02, -2.9265e-02, 2.5952e-02,\n", + " -1.1552e-02, -3.8504e-03, -1.7120e-02, -2.6905e-03, 2.3544e-02,\n", + " -4.0557e-03, -1.7421e-03, 9.6553e-03, 2.4586e-02, -5.9130e-02,\n", + " 4.8184e-02, 1.2645e-03, -4.5006e-02, -3.3963e-03, 3.0006e-02,\n", + " 2.5095e-02, 1.3807e-02, -2.2436e-02, 8.2383e-03, -2.4232e-03,\n", + " -2.0755e-03, -6.4402e-03, -8.8622e-03, -2.7821e-02, 1.9170e-02,\n", + " -7.5657e-02, 5.1933e-03, 4.5377e-03, -1.7818e-03, 1.0704e-02,\n", + " -1.8380e-02, -7.7973e-02, 1.4548e-02, 1.3987e-02, 1.6128e-02,\n", + " 2.8805e-02, -2.8414e-02, -3.2710e-02, 2.2167e-03, 1.3998e-02,\n", + " 8.3047e-03, -6.5309e-03, -4.8918e-03, -1.6262e-02, 4.4719e-03,\n", + " 3.0584e-02, 9.6954e-03, -1.5809e-02, 4.8900e-03, -1.2303e-02,\n", + " -3.8155e-02, -4.5231e-03, 1.4789e-02, -2.1361e-02, 9.6031e-03,\n", + " -1.5813e-02, -1.4500e-02, 1.7022e-03, -9.2936e-03, -1.8704e-02,\n", + " -3.2453e-02, 8.9748e-03, -1.5058e-02, -1.9926e-03, 3.8217e-02,\n", + " 2.4341e-02, -1.9014e-03, -7.8078e-03, -1.3882e-02, 1.5793e-03,\n", + " -3.1843e-03, 2.9864e-02, -3.6989e-03, 5.9319e-03, 2.1758e-02,\n", + " 2.0171e-02, 9.8291e-03, -9.0427e-03, -2.4246e-02, 1.8080e-02,\n", + " -2.2436e-02, -3.0099e-03, 3.1909e-03, -3.2967e-03, 1.2116e-02,\n", + " 3.1777e-02, 2.5786e-02, -7.0497e-03, -5.4866e-04, -1.4277e-02,\n", + " 2.4366e-02, 1.1681e-02, -7.7147e-04, 3.5347e-02, 4.9566e-03,\n", + " 1.5734e-02, 5.3814e-02, 6.6253e-02, 1.5260e-02, -6.2852e-03,\n", + " 8.7012e-04, -1.1533e-02, 1.3700e-02, 1.8100e-02, 5.1305e-03,\n", + " -4.5341e-02, 2.6614e-02, 5.1058e-03, -1.2338e-02, 9.6169e-03,\n", + " 1.2178e-02, 2.3898e-02, -3.4008e-03, -1.3541e-02, -4.6236e-02,\n", + " -1.2860e-02, 8.1930e-02, -2.9549e-02, -2.8335e-02, -1.5658e-02,\n", + " 5.8807e-03, 3.9095e-02, 1.4396e-02, 1.1047e-02, -1.1840e-02,\n", + " 2.1726e-02, -1.0909e-02, -9.6451e-03, -6.2260e-03, -1.9762e-02,\n", + " -3.2674e-03, -1.1110e-02, 1.0579e-02, 8.8250e-03, 2.6650e-03,\n", + " 9.3656e-03, -9.1129e-03, 8.0875e-04, -4.2095e-02, 9.6901e-03,\n", + " 2.9607e-02, 1.3881e-03, 1.2147e-02, 2.6924e-02, 9.3387e-03,\n", + " 2.1785e-02, 1.9574e-03, -3.6381e-02, 5.9287e-02, -3.1456e-02,\n", + " -8.0430e-03, 3.5592e-02, 2.7217e-02, 1.3794e-02, 1.0869e-02,\n", + " -6.8967e-05, -2.1509e-03, 4.0042e-03, 1.5682e-02, 3.5683e-02,\n", + " -1.6868e-02, 2.8204e-02, 2.0774e-03, 3.1274e-02, 5.3915e-03,\n", + " 3.5079e-03, 1.2604e-02, -1.8328e-02, -1.3841e-02, 4.0029e-03,\n", + " -1.4345e-02, -4.0305e-02, -3.4709e-02, -6.5818e-02, 3.0571e-02,\n", + " 5.9736e-02, -1.5138e-04, -6.2900e-03, 2.3161e-03, 3.7203e-03,\n", + " 8.7522e-03, 9.4336e-03, 2.2141e-02, 6.1876e-02, 1.5201e-02,\n", + " -2.6197e-02, -1.5275e-02, 1.4666e-02, 3.1003e-02, 2.0096e-02,\n", + " 1.8053e-02, -4.6359e-03, -5.5217e-03, 1.7420e-02, -4.1682e-03,\n", + " 9.6149e-03, -2.5687e-02, 3.4605e-02, 2.3024e-02, -5.1729e-03,\n", + " 1.7829e-02, -1.9494e-03, 1.7706e-03, -2.1860e-02, -6.4642e-03,\n", + " -1.2361e-02, -1.6930e-02, -1.8089e-02, 9.7880e-03, 1.1181e-02,\n", + " -2.0819e-02, -2.1102e-03, 1.1364e-02, 1.6067e-02, 3.4855e-02,\n", + " -1.0402e-02, -4.7724e-03, -3.5045e-02, -3.0022e-02, 1.6148e-02,\n", + " -1.1554e-02, 7.8038e-03, 1.4155e-02, 1.8739e-02, -4.9844e-02,\n", + " -2.5400e-03, 5.6485e-02, 6.7981e-02, 2.3588e-02, -1.1036e-02,\n", + " -4.9791e-02, 4.3072e-02, 2.8510e-02, -3.9056e-02, 8.2317e-02,\n", + " -2.9248e-02, 2.9830e-02, 8.4907e-02, -2.4034e-02, -8.5324e-02,\n", + " 6.7229e-03, 1.2439e-01, 1.6905e-02, -1.7143e-02, 8.9796e-03,\n", + " -3.5036e-03, 7.6047e-02, -1.4945e-02, 2.9176e-02, -1.0537e-02,\n", + " -6.0463e-02, -3.6875e-02, -5.5154e-02, -1.3591e-01, -5.7863e-02,\n", + " 4.3362e-02, 3.0284e-02, 1.8011e-02, -1.1662e-01, 1.0871e-01,\n", + " -4.5602e-02, -1.1630e-01, 7.4375e-02, -6.0752e-03, 4.3573e-02,\n", + " 4.4427e-02, -4.4497e-03, -7.4943e-02, 3.5942e-02, 1.4007e-01,\n", + " 4.6678e-02, 1.1002e-02, 1.1177e-01, 8.4117e-02, -7.7734e-02,\n", + " 1.3111e-02, 9.5788e-02, -1.1979e-01, 7.1605e-02, 1.0105e-01,\n", + " 2.5815e-02, 2.2561e-02, -3.5290e-02, 3.0095e-02, 1.0557e-01,\n", + " -9.2836e-02, 6.0454e-02, -1.9622e-02, -3.4648e-02, -8.5398e-03,\n", + " -1.0131e-02, -2.8317e-02, 7.2339e-03, -6.4337e-03, -1.1756e-02,\n", + " -1.7910e-02, -4.9837e-02, 1.0962e-02, -1.4729e-02, -1.7618e-02,\n", + " 2.6013e-02, -2.6635e-02, -2.8916e-02, 6.0290e-03, -3.3555e-05,\n", + " 9.0437e-03, -3.7278e-02, -6.5664e-03, -1.7826e-02, 3.4572e-02,\n", + " -5.8519e-03, -2.5446e-02, -1.3469e-02, 1.0325e-02, -2.2668e-02,\n", + " -2.3259e-02, 9.9366e-03, 6.0188e-03, 1.4046e-03, 2.7465e-05,\n", + " 9.6287e-03, -5.7437e-03, 1.6413e-03, -4.9152e-03, -2.1787e-02,\n", + " 8.6032e-03, -1.9788e-02, 1.0766e-02, -1.7140e-02, 1.2596e-02,\n", + " 7.6447e-03, -1.3978e-02, 1.2535e-02, -2.3806e-03, 1.6328e-02,\n", + " 1.2263e-02, 2.9830e-02, 9.0435e-03, -5.5867e-04, 1.1941e-02,\n", + " -4.2297e-03, 2.1977e-02, 2.1856e-02, -1.3139e-02, 8.0697e-03,\n", + " 6.4416e-03, -6.4205e-03, 1.7959e-02, 3.0434e-02, -5.0743e-03,\n", + " -1.4288e-02, 2.5150e-03, 4.7890e-03, -5.7173e-03, -3.0283e-03,\n", + " -7.0531e-04, 5.2462e-03, 9.9965e-03, 1.2281e-02, -1.6542e-02,\n", + " -1.6991e-02, 4.3309e-03, 3.4637e-03, 1.1859e-03, 2.0139e-02,\n", + " -1.6457e-02, 1.5384e-03, -8.9258e-03, -3.2981e-02, -2.4582e-03,\n", + " 5.2961e-03, -1.9531e-02, 6.3802e-03, -1.8375e-02, 9.7773e-03,\n", + " 2.7131e-02, 1.1904e-02, 8.4118e-04, -1.7703e-03, 4.7391e-03,\n", + " -8.9085e-03, 2.0070e-03, -3.9450e-02, -4.0414e-03, -1.3401e-02,\n", + " 2.2631e-02, -1.0100e-02, -1.2676e-02, -4.7133e-03, -4.0219e-03,\n", + " -3.0374e-02, 4.6456e-02, -2.9318e-03, 6.6423e-03, -3.4435e-03,\n", + " -4.1092e-02, 1.3038e-02, -1.0045e-02, -3.8389e-02, 1.3296e-02,\n", + " -3.5341e-02, -2.4462e-02, 7.4716e-03, 1.6643e-02, -1.6121e-02,\n", + " -3.6946e-03, -4.7915e-02, 9.6824e-04, -3.1578e-03, 4.2914e-03,\n", + " -3.0542e-02, -3.3629e-03, 1.8618e-02, -3.0372e-02, -2.4325e-02,\n", + " -2.7623e-02, 1.1997e-01, 1.2112e-01, 5.9877e-02, -6.3747e-03,\n", + " -1.3565e-01, 1.1169e-01, 8.2555e-02, 1.9919e-01, 5.3976e-02,\n", + " -6.6667e-02, 1.2670e-01, 2.4979e-01, 4.9795e-01, -1.6255e-01,\n", + " 6.1454e-02, -4.8795e-02, -5.4642e-02, 4.6753e-02, -1.4808e-01,\n", + " 8.4542e-02, 9.8602e-02, 7.9922e-02, -5.7743e-02, 5.1177e-03,\n", + " 2.2629e-03, 9.1716e-02, 1.2471e-01, 2.5122e-01, -8.6294e-02,\n", + " -2.7660e-02, -6.2069e-02, 9.1943e-02, 8.0940e-02, -1.1600e-01,\n", + " 1.5274e-01, -1.0685e-01, -1.0784e-01, 9.4156e-02, 1.0244e-01,\n", + " -1.5173e-01, 2.5431e-01, 7.0315e-02, -4.1709e-02, 2.8154e-02,\n", + " -1.9466e-01, -2.8196e-01, 5.9498e-02, -1.4622e-01, -3.6270e-02,\n", + " -5.4226e-02, 1.2514e-01, -1.2210e-01, 2.0318e-01, -1.0626e-02,\n", + " 1.0993e-01, -6.9952e-04, 8.5744e-02, -1.8246e-02, 1.2371e-02,\n", + " 1.8902e-01, -1.0562e-01, -4.0003e-03, -6.5804e-02, -5.9321e-02,\n", + " 4.1583e-03, -2.2929e-02, 4.9534e-03, 1.4159e-02, -9.9549e-03,\n", + " 5.8489e-03, 8.6914e-03, 2.0882e-02, 1.7646e-02, -2.0009e-03,\n", + " 1.4503e-02, -1.2521e-02, 2.3421e-02, -1.4101e-02, 1.0345e-03,\n", + " -7.0276e-03, -7.7057e-03, -8.3659e-03, -1.4582e-02, 4.6263e-03,\n", + " -1.7407e-02, -2.9133e-03, -1.4152e-02, 2.4482e-02, 1.1526e-01,\n", + " 4.4127e-02, 3.2660e-02, 1.3819e-03, 1.2525e-02, -6.4538e-03,\n", + " -2.9977e-03, 4.1446e-03, -2.8641e-03, 3.9541e-02, 5.2517e-02,\n", + " -4.1160e-03, -1.5514e-02, 2.2043e-02, -1.4309e-02, -1.0676e-02,\n", + " 1.0146e-02, -3.4616e-02, 1.6988e-02, 1.7965e-02, 2.5967e-03,\n", + " -2.2258e-03, 1.3444e-02, -3.6289e-02, -9.0963e-03, 8.7385e-03,\n", + " -3.6332e-02, -1.1353e-02, -1.9618e-02, -1.5581e-02, -2.0587e-02,\n", + " 2.5141e-03, -6.6315e-03, -5.7271e-03, -1.3071e-02, -1.1392e-02,\n", + " 1.6857e-02, 5.0379e-03, -5.1936e-02, -1.1505e-02, 4.9432e-03,\n", + " -1.3449e-02, -1.4002e-02, 1.8849e-03, 1.3016e-02, -8.2392e-03,\n", + " -1.0678e-02, -9.3886e-04, -2.6065e-03, 2.0240e-02, 1.5540e-02,\n", + " -6.5652e-03, -4.5695e-02, -2.5955e-02, -1.4781e-02, -7.0643e-03,\n", + " 9.7755e-03, 1.6408e-02, 2.1428e-02, 4.8015e-02, 1.8225e-02,\n", + " 1.1666e-02, -3.7776e-03, -1.6595e-02, -1.7358e-02, 4.7268e-04,\n", + " 2.5036e-02, -2.4376e-03, 1.9243e-02, -1.6308e-02, -1.3249e-02,\n", + " 2.6715e-02, -6.7190e-03, 5.0726e-03, 1.3932e-02, -1.1491e-02,\n", + " 1.2883e-02, -1.1271e-02, -1.9929e-02, -4.7170e-03, 7.2903e-03,\n", + " 1.5961e-02, 2.0881e-02, 3.3534e-03, -1.2525e-02, 5.0648e-03,\n", + " -6.0930e-04, -2.2646e-02, 1.1428e-02, -2.8179e-02, -9.3999e-03,\n", + " -3.5837e-02, -4.6871e-03, 4.7867e-03, 1.4517e-02, -1.2112e-02,\n", + " 6.5886e-03, 3.1230e-03, 6.2147e-03, 6.1958e-03, 1.5943e-02,\n", + " 2.2345e-02, -1.7281e-02, -2.6437e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.7540e-02, 1.2263e-01, -5.7336e-02, 6.8446e-02, 8.7978e-03,\n", + " 1.3266e-03, -5.1854e-02, 2.0970e-02, -3.4019e-02, 4.0852e-02,\n", + " 2.3262e-02, 6.3489e-03, 8.6623e-02, -1.9657e-01, 4.0184e-02,\n", + " 7.3033e-02, 1.2684e-02, -1.0108e-01, 3.1360e-02, -1.0253e-01,\n", + " -1.7753e-01, -2.2048e-02, -2.0248e-02, -1.1360e-01, -4.0351e-02,\n", + " -4.1465e-02, -1.5699e-01, 6.6717e-02, 1.4711e-02, 5.7473e-02,\n", + " 8.7037e-02, -1.5591e-01, 6.6193e-02, 1.7482e-03, 3.9780e-02,\n", + " 1.2782e-01, 1.1984e-01, -7.7321e-02, -3.7583e-02, -1.1794e-02,\n", + " -3.9365e-02, 1.3583e-02, 1.2817e-02, -4.2717e-02, 8.1062e-02,\n", + " -1.2161e-01, -6.5247e-03, 2.6528e-02, 3.3576e-02, -7.7188e-03,\n", + " 5.5730e-02, -1.3026e-02, 2.9698e-02, 5.0540e-02, 1.1023e-01,\n", + " -1.0374e-01, -1.3030e-01, -6.7519e-02, -3.6621e-02, -1.1981e-02,\n", + " 1.0854e-01, 1.5355e-01, -3.7133e-02, -4.8626e-03, -3.0432e-02,\n", + " -7.7287e-02, -4.6304e-02, -7.5059e-02, -1.1741e-01, -4.0540e-02,\n", + " -2.3338e-02, 9.0035e-02, -1.5079e-03, -1.5664e-01, 1.5767e-03,\n", + " -1.1738e-01, 4.5533e-02, -1.4137e-01, 5.6403e-03, -1.1594e-01,\n", + " 3.7226e-02, 3.9491e-02, -1.8993e-03, -3.7499e-02, -2.7781e-02,\n", + " -8.2534e-02, 1.2223e-01, -1.2625e-01, -2.8965e-02, -3.4257e-03,\n", + " -5.1691e-02, 4.5579e-03, -1.0426e-01, 9.3651e-02, 1.9618e-02,\n", + " -3.2472e-02, 1.3807e-01, 1.6597e-01, 8.8129e-02, -5.8964e-02,\n", + " -8.2523e-02, -1.6699e-02, -7.9624e-02, 1.6308e-01, 4.0627e-02,\n", + " -4.1690e-01, 9.2895e-03, -2.7027e-03, -6.5441e-02, -8.1489e-02,\n", + " -4.9817e-03, -2.6756e-02, 1.1009e-01, 1.0085e-01, 3.6378e-02,\n", + " 8.2597e-02, -1.1059e-01, 5.7258e-02, -1.9306e-02, -1.5809e-01,\n", + " -1.5641e-01, 5.1200e-02, -7.9445e-03, 1.1922e-01, 1.8417e-01,\n", + " 4.5088e-02, 1.8617e-01, -8.3404e-02, 6.6406e-02, 2.6715e-01,\n", + " 3.6952e-02, -5.9931e-03, 2.7987e-01, -5.6382e-02, 7.6974e-02,\n", + " 1.6941e-03, -2.9642e-02, -7.0214e-02, 4.2471e-02, -2.8239e-02,\n", + " 1.6581e-02, -5.4206e-02, -6.5348e-02, 1.4619e-01, -1.0648e-01,\n", + " 2.7693e-02, 5.6448e-02, 9.5720e-02, -7.5457e-02, -1.0486e-02,\n", + " -4.6856e-02, 7.4211e-02, -8.5380e-02, -2.9901e-02, 8.4354e-02,\n", + " -1.2946e-02, 1.5922e-02, -1.0775e-01, 3.6961e-02, -3.9988e-02,\n", + " 8.7652e-02, -9.2112e-03, 1.4366e-01, 3.4629e-02, -2.2608e-02,\n", + " -4.8225e-02, 9.3311e-03, -5.0890e-02, 4.1301e-01, 1.2579e-02,\n", + " 9.3492e-02, 1.5349e-01, 2.3399e-03, 5.7280e-03, -9.5694e-03,\n", + " 1.3860e-01, 8.6894e-02, -1.2516e-02, 9.3894e-02, -1.7094e-01,\n", + " 5.9576e-03, 1.9580e-02, 6.3787e-02, -2.1084e-02, -3.2021e-02,\n", + " 1.7562e-01, 6.1382e-02, -1.6552e-02, -1.4443e-01, -1.2238e-01,\n", + " -1.4351e-01, 3.6748e-02, 4.5554e-02, -3.4537e-02, 1.2425e-01,\n", + " 7.0692e-02, -6.1973e-02, -7.1437e-02, -1.7702e-01, 1.4290e-01,\n", + " 7.5777e-02, -6.8644e-02, -2.7663e-01, -3.2688e-02, -2.3697e-02,\n", + " -9.3547e-02, -3.7134e-02, -1.8090e-03, 5.5838e-03, 1.2802e-01,\n", + " -2.6122e-02, -1.3403e-02, -4.1629e-02, -9.2052e-02, 4.2197e-02,\n", + " 2.6519e-01, -1.8984e-02, 1.2236e-02, -2.4168e-01, 6.7809e-02,\n", + " 6.6498e-02, -6.5721e-02, -1.7879e-02, -2.0273e-02, -1.4405e-02,\n", + " -1.2652e-01, -1.4723e-01, 2.1592e-01, -1.0441e-01, -5.8908e-02,\n", + " 1.6181e-02, -9.4037e-03, 4.6360e-02, -4.2267e-02, 4.1405e-02,\n", + " -6.1307e-02, -2.5999e-01, -1.0078e-01, -3.7156e-02, -1.1395e-01,\n", + " -1.7866e-01, 7.0054e-02, 1.0308e-01, 1.4682e-01, -1.0431e-02,\n", + " -2.1751e-01, 6.3866e-03, -6.2991e-02, 2.9378e-02, 1.4703e-01,\n", + " 3.9315e-02, 5.1490e-02, -7.9974e-03, 1.9558e-02, 9.2144e-03,\n", + " -1.1121e-01, -9.5410e-03, 1.2889e-01, 2.9236e-02, 5.3436e-02,\n", + " 3.7109e-03, 4.6282e-03, 3.1559e-02, -1.6299e-04, -1.3072e-02,\n", + " 3.1933e-02, -5.5715e-02, 8.3879e-03, -5.4036e-02, 1.5988e-02,\n", + " 5.8084e-03, 3.4011e-02, -4.6364e-02, 9.6751e-02, 4.6846e-02,\n", + " -7.6728e-02, 6.0279e-02, 1.3785e-01, 8.4595e-02, 1.6494e-01,\n", + " -1.1012e-01, -3.7961e-02, -1.0580e-02, 2.1604e-01, 1.9907e-02,\n", + " 1.5640e-02, -7.6484e-02, -1.5652e-02, 1.4399e-02, 7.4343e-02,\n", + " -3.7000e-03, 1.2529e-01, 8.7313e-02, -5.1442e-02, -2.1401e-02,\n", + " -7.3289e-02, -1.2675e-01, 4.6271e-02, 2.6020e-02, 4.8183e-03,\n", + " 8.4969e-03, 9.2141e-02, 1.2271e-01, 6.6470e-02, 7.2081e-03,\n", + " -7.3660e-02, -2.2926e-02, -3.2265e-02, 1.4359e-01, -1.7297e-02,\n", + " 1.2398e-01, -1.4042e-01, -2.4006e-02, 1.3451e-02, -8.8161e-02,\n", + " 2.0680e-01, -2.6627e-02, -2.5379e-02, 5.0795e-03, 2.2739e-01,\n", + " 5.6375e-02, 1.1135e-01, 5.1518e-02, -3.1248e-02, -4.7450e-02,\n", + " -1.1646e-01, 3.1425e-02, -6.5057e-02, -7.4752e-02, -6.4738e-02,\n", + " 1.0593e-01, -3.7487e-01, 6.6167e-02, -4.7976e-02, 2.8382e-02,\n", + " -9.0314e-02, -1.2378e-01, 1.7049e-02, 2.3256e-02, 5.0468e-03,\n", + " -8.7910e-02, -4.0245e-02, -1.3962e-01, 3.6869e-02, -8.1142e-02,\n", + " -2.3915e-01, -5.1453e-02, -3.5894e-02, 4.1426e-02, -6.8816e-02,\n", + " 1.2532e-02, -7.8772e-03, -4.8539e-02, -1.2424e-01, 5.8068e-02,\n", + " 4.7396e-03, 2.2655e-02, -6.1267e-02, -1.3489e-02, 4.9846e-02,\n", + " -9.1372e-02, 6.5765e-02, 2.6368e-02, -4.0013e-02, -6.2516e-02,\n", + " -5.2820e-03, -2.5409e-01, 1.5029e-02, -4.6981e-02, 1.4632e-01,\n", + " -1.5723e-01, 1.3325e-01, -9.3597e-03, 2.1788e-02, -6.3758e-02,\n", + " 3.5762e-02, 1.0843e-02, 1.0662e-01, 1.1277e-01, 8.6743e-02,\n", + " 6.7457e-02, -4.1551e-03, -5.6764e-02, 3.9490e-02, 1.4098e-02,\n", + " 2.0665e-02, -3.7400e-02, -2.4596e-02, -1.1556e-01, 1.4216e-02,\n", + " -9.2227e-02, -9.5238e-02, 5.0385e-02, -4.5377e-02, -4.4542e-02,\n", + " -5.7104e-03, -1.0549e-01, -8.8716e-02, 6.6601e-02, -1.5567e-02,\n", + " 9.2282e-02, 4.8586e-02, -1.3599e-02, 6.3359e-02, -2.3276e-02,\n", + " -1.0328e-03, 1.2719e-02, -1.0459e-01, -2.0227e-02, -1.7722e-02,\n", + " 1.0894e-02, -4.7050e-02, -3.1666e-02, 8.4642e-02, -5.5312e-02,\n", + " -2.6930e-02, 1.2874e-01, 7.2695e-02, -5.1842e-02, 1.1262e-01,\n", + " 1.3291e-01, 1.3640e-01, 5.7332e-02, 1.3013e-01, 2.1534e-01,\n", + " -4.6176e-03, -1.3917e-01, -4.6141e-02, -3.3755e-02, -1.8499e-01,\n", + " 1.1943e-01, 8.9508e-02, -8.7142e-02, -8.8306e-02, -1.1648e-02,\n", + " -1.0177e-01, 5.2121e-02, 9.9313e-02, -1.9071e-03, -1.0230e-01,\n", + " 9.7501e-02, -3.4528e-02, 2.6218e-02, -6.0170e-02, 1.8396e-02,\n", + " -8.4452e-03, -3.4532e-02, -1.2766e-01, 1.7590e-01, -9.2708e-02,\n", + " -4.0003e-02, -1.4442e-02, 8.4241e-02, 1.6375e-03, -5.3822e-03,\n", + " 2.0271e-02, 3.0612e-02, 4.4517e-02, -3.8955e-02, 9.8173e-02,\n", + " 9.8955e-02, 1.7270e-01, -4.1461e-02, -5.1230e-02, 1.6190e-02,\n", + " -5.3978e-02, 4.2614e-02, -3.0894e-02, -1.6735e-01, 1.0061e-01,\n", + " -1.1824e-02, -4.2523e-03, -1.0524e-01, -2.2668e-03, -1.8654e-02,\n", + " -3.5135e-02, -1.4902e-02, -1.2248e-01, 2.2064e-02, 5.5318e-02,\n", + " 5.0207e-02, -9.5384e-02, 3.7961e-03, -1.1239e-01, 5.9892e-02,\n", + " 1.8860e-02, -1.6528e-01, -3.7556e-02, -5.7396e-02, 3.5326e-02,\n", + " 3.0810e-02, 3.8609e-02, -2.8027e-01, -7.7494e-03, -5.0802e-02,\n", + " -1.0762e-01, 7.7603e-02, 3.8703e-02, -8.0226e-04, 9.9048e-03,\n", + " 2.5708e-02, 3.6949e-02, -1.4081e-02, -6.4116e-02, 2.2805e-01,\n", + " 1.3202e-03, -8.0363e-03, 8.4699e-02, -1.1766e-01, -4.4196e-02,\n", + " 8.9684e-02, 5.2698e-02, 6.2403e-02, -3.8370e-02, -6.7598e-02,\n", + " -5.1292e-02, -5.6592e-02, -3.1893e-02, 8.1757e-02, -6.3596e-02,\n", + " 9.5668e-02, 1.2544e-02, 7.4700e-03, 2.6079e-01, -1.4995e-01,\n", + " 1.2194e-01, -1.8278e-01, -3.3649e-02, -4.5293e-02, 2.4959e-01,\n", + " -3.8705e-02, 6.0769e-02, -9.4811e-03, -7.9096e-02, -1.1953e-01,\n", + " 4.0258e-03, -3.2383e-02, 3.2742e-02, 5.9349e-02, -9.5559e-02,\n", + " -1.2546e-01, 8.6474e-03, 1.0285e-02, -5.5287e-03, -2.0067e-02,\n", + " -1.3822e-02, 5.5795e-02, -9.3359e-03, 9.8154e-02, -1.9121e-02,\n", + " -3.9963e-02, 1.3732e-01, -3.8868e-02, 4.5631e-02, -8.8790e-02,\n", + " -2.9925e-02, -1.0315e-01, 2.2206e-02, -3.3622e-02, -1.0110e-02,\n", + " 3.3764e-02, -8.5698e-02, 7.7736e-04, 7.2232e-02, 8.0008e-02,\n", + " -7.9107e-02, 8.8831e-02, 7.2058e-02, -7.4486e-03, 2.4830e-02,\n", + " 1.8661e-01, 4.2301e-02, -1.9289e-02, -2.7951e-01, -5.6022e-02,\n", + " -4.3588e-02, 4.4926e-02, -2.6953e-01, 1.3840e-02, 7.6335e-02,\n", + " -3.6710e-02, 7.5666e-02, -1.4296e-02, -2.0949e-02, 7.2330e-02,\n", + " 2.8393e-03, 5.2154e-02, 4.8220e-02, -7.2336e-03, 1.6563e-01,\n", + " 1.3244e-01, 5.6766e-02, 3.9853e-03, 5.3084e-02, -7.1036e-02,\n", + " -1.1629e-01, -3.7126e-02, 8.4102e-03, -4.8139e-02, -1.0900e-01,\n", + " -7.9894e-02, 3.8810e-02, 3.5188e-02, 4.9364e-02, 2.4054e-02,\n", + " -1.9303e-02, -5.7298e-02, 1.5188e-01, 1.0442e-02, 1.8137e-03,\n", + " -4.0917e-03, 1.7097e-01, 3.0023e-02, -1.5992e-01, 9.7524e-02,\n", + " -4.8489e-02, -1.5557e-03, -9.2952e-02, 1.3041e-02, -6.2055e-02,\n", + " 9.6160e-02, 8.8154e-02, -3.0313e-02, -2.9162e-02, -1.1137e-01,\n", + " 1.2400e-03, 4.7864e-02, -1.9845e-01, 1.3381e-01, 1.1422e-01,\n", + " 3.2064e-02, -2.9416e-01, 1.7853e-02, -4.2283e-03, -5.9596e-02,\n", + " -1.8368e-02, -5.5846e-02, 1.5919e-01, -1.6121e-01, 1.0096e-01,\n", + " -6.8078e-02, -7.3506e-02, -4.0167e-02, -7.2212e-02, 7.7690e-02,\n", + " 1.1627e-01, 3.1091e-02, -9.4146e-02, 1.4353e-01, 5.7173e-02,\n", + " 2.6946e-03, -5.3811e-02, -8.4393e-03, 8.0155e-02, -2.9390e-01,\n", + " -1.1233e-01, 6.2911e-02, 1.0467e-02, 4.6551e-02, 6.5686e-02,\n", + " -7.7254e-02, -4.6485e-02, -9.2105e-03, 2.9966e-02, -1.2001e-02,\n", + " 1.1094e-01, -1.0917e-02, -2.3440e-02, -4.7745e-02, 5.9030e-02,\n", + " -7.9467e-02, 4.5627e-02, -3.9555e-03, -5.7204e-02, 4.2242e-02,\n", + " -7.6314e-02, 5.7987e-02, 8.2412e-02, 4.8413e-02, 9.9589e-02,\n", + " 4.1983e-04, 5.8862e-03, 9.2692e-02, 4.1796e-02, 2.2844e-02,\n", + " 1.3542e-01, -5.2404e-02, -8.5607e-02, -6.4990e-02, -2.1039e-02,\n", + " -9.0957e-03, -3.0864e-02, 5.3072e-02, 5.9407e-02, 6.5251e-02,\n", + " -1.3286e-01, 1.0397e-01, -4.2976e-02, -5.7268e-02, -1.2192e-01,\n", + " 1.0842e-02, 3.6311e-02, 1.0429e-02, 3.4352e-02, -5.7106e-02,\n", + " -5.9529e-02, -1.4800e-01, -1.0790e-01, 1.9281e-03, 3.0646e-03,\n", + " 2.8357e-01, 1.2496e-02, -1.4709e-02, 1.7133e-02, 8.0138e-02,\n", + " 1.1838e-01, 2.5970e-02, -1.3211e-01, -3.1164e-02, -1.5268e-01,\n", + " 5.4019e-03, 2.9926e-02, -2.0370e-02, -6.5393e-02, 2.5595e-03,\n", + " -4.1554e-03, -5.2994e-02, -1.2630e-02, 2.3232e-01, -6.9318e-02,\n", + " -2.4971e-02, 4.4399e-02, 2.1482e-02, 1.0027e-01, 2.0318e-02,\n", + " -5.7905e-02, -5.7510e-02, 7.6047e-02, 3.1390e-03, 1.0120e-01,\n", + " 9.2822e-02, -2.5252e-02, 5.6536e-02, 7.0636e-02, -1.1667e-03,\n", + " -8.5773e-02, -7.0056e-02, -6.8709e-02, 9.2902e-03, -2.1094e-02,\n", + " 1.6379e-02, -5.3188e-02, -2.0994e-01, 9.9522e-02, -5.3369e-02,\n", + " 3.8078e-02, 4.1929e-02, 3.6163e-02, 8.4551e-02, 7.4068e-02,\n", + " -4.9857e-02, 1.1627e-01, -3.1187e-04, -5.7783e-02, 1.8508e-02,\n", + " -8.1810e-02, 9.5908e-02, 8.5320e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8983, 0.8888, 0.8628, 0.8585, 0.9588, 0.9161, 0.9020, 0.8955, 0.8884,\n", + " 0.8570, 0.8173, 0.8588, 0.8595, 0.8851, 0.8867, 0.8674, 0.7935, 0.8415,\n", + " 0.8920, 0.9671, 0.9309, 0.9026, 0.8909, 0.8934, 0.8294, 0.9125, 0.8437,\n", + " 0.9004, 0.8118, 0.8614, 0.8971, 0.8729, 0.9006, 0.8878, 0.9005, 0.8693,\n", + " 0.8846, 0.9048, 0.9069, 0.9432, 0.8936, 0.9320, 0.9036, 0.8875, 0.8758,\n", + " 0.8482, 0.9921, 0.8804, 0.9362, 0.8905, 0.9243, 0.8791, 0.9413, 0.7759,\n", + " 0.8913, 0.7935, 0.8564, 0.8593, 0.8868, 0.8197, 0.9000, 0.8243, 0.7300,\n", + " 0.9000, 0.8865, 0.8852, 0.8568, 0.8766, 0.8672, 0.9074, 0.8725, 0.9073,\n", + " 0.9125, 0.7903, 0.9282, 0.8071, 0.8602, 0.7319, 0.8261, 0.8238, 0.8748,\n", + " 0.9112, 0.9040, 0.8853, 0.7552, 0.8059, 0.8770, 0.8792, 0.8868, 0.8776,\n", + " 0.8361, 0.8825, 1.0548, 0.8760, 0.8508, 0.8029, 0.7167, 0.8583, 0.8869,\n", + " 0.9044, 0.9100, 0.9173, 0.8892, 0.8600, 0.8600, 0.7863, 0.8751, 0.8989,\n", + " 0.8751, 0.8401, 0.8931, 0.8767, 0.8600, 0.9186, 0.8946, 0.8598, 0.8870,\n", + " 0.8827, 0.8879, 0.8546, 0.8843, 0.8020, 0.8574, 0.8729, 0.7566, 0.8172,\n", + " 0.8726, 0.7621, 0.8801, 0.8841, 0.8930, 0.8680, 0.6278, 0.8710, 0.8545,\n", + " 0.9151, 0.8610, 0.7808, 0.8845, 0.7724, 0.8831, 0.9060, 0.9047, 0.9007,\n", + " 0.8473, 0.8475, 0.8851, 0.8534, 0.8733, 0.8661, 0.8391, 0.8641, 0.7948,\n", + " 0.8993, 0.8945, 0.8716, 0.8963, 0.8867, 0.9223, 0.6787, 0.8781, 0.8854,\n", + " 0.8858, 0.9008, 0.8612, 0.9066, 0.8751, 0.8424, 0.9038, 0.8871, 0.8870,\n", + " 0.8826, 0.8357, 0.9335, 0.9111, 0.9884, 0.8217, 0.8398, 0.8526, 0.8634,\n", + " 0.8715, 0.8926, 0.8473, 0.9429, 0.8961, 0.8626, 0.9453, 0.8887, 0.9143,\n", + " 0.8644, 0.9086, 0.9902, 0.9262, 0.8598, 0.8646, 0.9123, 0.9048, 0.8885,\n", + " 0.8541, 0.8233, 0.8913, 0.9076, 0.6894, 0.8692, 0.8623, 0.8805, 0.8789,\n", + " 0.8457, 0.8912, 0.8734, 0.8497, 0.8840, 0.8841, 0.8869, 0.8384, 0.6767,\n", + " 0.6513, 0.9196, 0.7662, 0.8327, 0.8968, 0.8912, 0.8874, 0.8190, 0.8801,\n", + " 0.6765, 0.8483, 0.8033, 0.8911, 0.8909, 0.8496, 0.8910, 0.8514, 0.9172,\n", + " 0.8760, 0.8542, 0.8816, 0.8188, 0.8823, 0.8146, 0.8605, 0.8800, 0.8752,\n", + " 0.8247, 0.8543, 0.6568, 0.8593, 0.8452, 0.8324, 0.7579, 0.8520, 0.9711,\n", + " 0.8709, 0.8655, 0.9024, 0.8707, 0.8530, 0.8501, 0.8232, 0.8566, 0.9064,\n", + " 0.8714, 0.9194, 0.8606, 0.8506, 0.8413, 0.8753, 0.8624, 0.8744, 0.8889,\n", + " 0.8521, 0.8512, 0.8539, 0.8683, 0.8964, 0.8919, 0.7944, 0.8800, 0.8577,\n", + " 0.8961, 0.8170, 0.9166, 0.8988, 0.7287, 0.8893, 0.8258, 0.8732, 0.9324,\n", + " 0.8600, 0.8806, 0.8511, 0.7299, 0.8904, 0.8942, 0.9047, 0.7783, 0.7214,\n", + " 0.9709, 0.8567, 0.8858, 0.9102, 0.8750, 0.8955, 0.8850, 1.0208, 0.9252,\n", + " 0.8499, 0.8923, 2.2833, 0.9117, 0.8343, 0.6115, 0.8259, 0.8659, 0.9000,\n", + " 0.8723, 0.9101, 0.8955, 0.8790, 0.6758, 0.8675, 0.8517, 0.8358, 0.8543,\n", + " 0.8674, 0.9014, 0.8405, 0.8776, 0.8956, 0.8529, 0.8151, 0.7296, 0.8776,\n", + " 0.9172, 0.9052, 0.8541, 0.8618, 0.8865, 0.8910, 0.8665, 0.8275, 0.9573,\n", + " 0.8270, 0.8958, 0.8260, 0.6474, 0.8957, 0.8824, 0.8664, 0.9029, 0.8652,\n", + " 0.9230, 0.8894, 0.6369, 0.8744, 0.8699, 0.8728, 0.8125, 0.8615, 0.8812,\n", + " 0.9093, 0.8236, 0.8432, 0.8311, 0.8781, 0.9035, 0.8603, 0.8566, 0.8966,\n", + " 0.8371, 0.8898, 0.8734, 0.9149, 0.8639, 0.9125, 0.8959, 0.8835, 0.8657,\n", + " 0.8645, 0.9158, 0.8687, 0.5520, 0.8949, 0.9233, 0.8711, 0.8824, 0.8949,\n", + " 0.9077, 0.8977, 0.9096, 0.8055, 0.8623, 0.8854, 0.8195, 0.8991, 0.8857,\n", + " 0.8836, 0.8448, 0.8477, 0.9076, 0.8549, 0.7801, 0.8251, 0.8634, 0.8022,\n", + " 0.8854, 0.9150, 0.8439, 0.8573, 0.8835, 0.8757, 0.8614, 0.9047, 0.8803,\n", + " 0.8446, 0.8287, 0.8542, 0.8793, 0.8973, 0.7083, 0.8495, 0.8154, 0.8994,\n", + " 0.8305, 0.8809, 0.8696, 0.8747, 0.8647, 0.8856, 0.7751, 0.8690, 0.8175,\n", + " 0.8794, 0.8627, 0.8714, 0.9334, 0.8910, 0.8441, 0.8985, 0.8965, 0.8620,\n", + " 0.9072, 0.8216, 0.6473, 0.8752, 0.8545, 0.9541, 0.8628, 0.8892, 0.8276,\n", + " 0.8716, 0.9044, 0.9461, 0.9122, 0.9006, 0.8905, 0.8515, 0.8975, 0.8038,\n", + " 0.8966, 0.8654, 0.7750, 0.9140, 0.9158, 0.8972, 0.8495, 0.8236, 0.8218,\n", + " 0.8496, 0.8385, 0.9488, 0.8280, 0.8931, 0.8694, 0.8227, 0.8695, 0.8311,\n", + " 0.8905, 0.8709, 0.8450, 0.8684, 0.9067, 0.7319, 0.8667, 0.8466, 0.8734,\n", + " 0.8543, 0.8924, 0.8797, 0.8763, 0.8934, 0.8827, 0.8924, 0.8829, 0.9186,\n", + " 0.8727, 0.7359, 0.8533, 0.8567, 0.8114, 0.8139, 0.8814, 0.8400, 0.8569,\n", + " 0.8507, 0.9003, 0.8734, 0.8627, 0.8791, 0.9049, 0.7970, 0.8152, 0.8709,\n", + " 0.8780, 0.8703, 0.8860, 0.8968, 0.6612, 0.9258, 0.8621, 0.9034, 0.7897,\n", + " 0.9233, 0.9146, 0.8912, 0.8832, 0.8557, 0.8778, 0.8907, 0.6835, 0.8716,\n", + " 0.8501, 0.8928, 0.8804, 0.9031, 0.8390, 0.8899, 0.8810, 0.8069, 0.9404,\n", + " 0.8383, 0.7030, 0.8785, 0.8522, 0.8844, 0.9508, 0.8925, 0.8791, 0.8525,\n", + " 0.8968, 0.8959, 0.8599, 0.8890, 0.8880, 0.9177, 0.8501, 0.8898, 0.8267,\n", + " 0.9120, 0.8830, 0.8834, 0.8595, 0.8654, 0.9115, 0.8281, 0.8591, 0.8326,\n", + " 0.8874, 0.8633, 0.8689, 0.8748, 0.8764, 0.8710, 0.8201, 0.8483, 0.8756,\n", + " 0.8819, 0.5952, 0.9002, 0.8886, 0.8379, 0.8742, 0.9027, 0.8605, 0.8738,\n", + " 0.8822, 0.9769, 0.9049, 0.8423, 0.8794, 0.9018, 0.8763, 0.8986, 0.8644,\n", + " 0.8414, 0.8583, 0.8876, 0.8772, 0.8746, 0.8756, 0.8748, 0.9027, 0.9035,\n", + " 0.8829, 0.9004, 0.8477, 0.9122, 0.8711, 0.8888, 0.8768, 0.8834, 0.8061,\n", + " 0.8909, 0.8247, 0.6466, 0.8569, 0.8429, 0.9049, 0.9087, 0.8519, 0.8414,\n", + " 0.8937, 0.9034, 0.8398, 0.8841, 0.8888, 0.9095, 0.8742, 0.8549, 0.9058,\n", + " 0.8301, 0.8460, 0.8814, 0.8976, 0.9225, 0.8680, 0.8988, 0.8982, 0.8207,\n", + " 0.9192, 0.8822, 0.8298, 0.8670, 0.7762, 0.8883, 0.8447, 0.8818, 0.8814,\n", + " 0.8456, 0.8827, 0.8975, 0.8729, 0.8495, 0.8610, 0.6367, 0.8330, 0.7869,\n", + " 0.8888, 0.8859, 0.8263, 0.8910, 0.8948, 0.8842, 0.9102, 0.8784, 0.8272,\n", + " 0.8977, 0.8720, 0.8663, 0.8530, 0.5796, 0.8890, 0.8775, 0.8445, 0.8784,\n", + " 0.8829, 0.8899, 0.8831, 0.9092, 0.8909, 0.8955, 0.9011, 0.8852, 0.8782,\n", + " 0.8745, 0.8855, 0.8472, 0.8979, 0.8977, 0.8935, 0.8772, 0.9015, 0.8410,\n", + " 0.8908, 0.8983, 0.9101, 0.8797, 0.8079, 0.8476, 0.7241, 0.9120, 0.8964,\n", + " 0.8545, 0.8562, 0.9000, 0.8367, 0.8573, 0.8675, 0.8748, 0.8773, 0.8278,\n", + " 0.8899, 0.8057, 0.8664, 0.8770, 0.9068, 0.8565, 0.8718, 0.9031, 0.8494,\n", + " 0.8349, 0.9026, 0.9046, 0.8588, 0.8819, 0.9001, 0.8599, 0.8708, 0.9087,\n", + " 0.8999, 0.9033, 0.9158, 0.8867, 0.9773, 0.8856, 0.8493, 0.9158, 0.8425,\n", + " 0.9138, 0.8086, 0.8742, 0.8949, 0.9093, 0.8573, 0.8349, 0.8957, 0.8223,\n", + " 0.8582, 0.8723, 0.8832, 0.9020, 0.9107, 0.8684, 0.8567, 0.8811, 0.8346,\n", + " 0.8949, 0.8830, 0.8492, 0.7941, 0.8749, 0.8583, 0.8376, 0.8922, 0.8760,\n", + " 0.8394, 0.8261, 0.9001], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.4908e-01, 1.2387e-01, -1.9382e-01, -2.6516e-01, 3.2723e-01,\n", + " -2.6683e-01, 2.4730e-01, 6.1491e-02, -7.3449e-02, 2.1492e-02,\n", + " 1.2675e-02, 3.0995e-01, -2.6778e-01, 4.0405e-01, -3.4641e-02,\n", + " 3.9571e-02, -1.6680e-01, -1.2976e-01, -1.3566e-01, 4.2645e-01,\n", + " 3.9993e-01, -3.7809e-01, 1.7936e-01, 2.2313e-01, -1.1832e-01,\n", + " 2.2211e-01, 2.1237e-01, -1.8153e-01, -2.3392e-01, 6.9849e-02,\n", + " -9.2087e-02, 1.3829e-01, 1.6265e-01, -1.9473e-01, 4.6062e-04,\n", + " -1.0237e-01, -2.2683e-01, 2.9074e-01, 2.8178e-01, -3.6748e-01,\n", + " -5.2879e-02, -3.0600e-01, -5.9431e-02, 2.3933e-01, -4.3620e-02,\n", + " -6.2528e-02, -1.5611e-01, -1.1906e-01, 1.2894e-01, -7.0883e-02,\n", + " -2.9995e-01, 9.9230e-02, 2.3311e-01, -2.8561e-01, 8.3432e-03,\n", + " -1.4152e-01, 4.5698e-02, -3.5179e-01, 1.0765e-01, -1.9651e-01,\n", + " -1.8129e-01, 8.5286e-03, -4.7774e-01, -2.7281e-01, -2.4864e-02,\n", + " 1.3102e-01, 8.6735e-02, -3.2567e-02, 8.9957e-02, -1.2802e-01,\n", + " -1.4076e-01, 8.6996e-03, -1.9639e-01, -1.4970e-01, 2.0501e-01,\n", + " 9.9063e-03, 1.4105e-02, 2.4861e-01, 3.0966e-02, 1.8979e-01,\n", + " -7.7188e-02, -5.5435e-02, 5.6634e-02, 2.7114e-01, 4.4619e-02,\n", + " 6.1451e-02, -2.2658e-01, 2.3620e-01, 9.0390e-02, 4.1902e-02,\n", + " 1.7128e-02, -1.3279e-01, 6.7356e-01, -2.4921e-01, 9.9231e-02,\n", + " -1.5657e-02, 3.2357e-01, -2.2846e-01, -5.1368e-02, -7.1767e-02,\n", + " 4.2802e-02, 1.4500e-01, -4.5787e-02, -1.8874e-01, 1.6548e-01,\n", + " 3.4196e-01, -1.0741e-01, -2.9142e-02, 1.1800e-01, 2.1754e-01,\n", + " -5.7510e-02, 4.1775e-02, -2.9146e-01, -3.7388e-01, -1.4622e-01,\n", + " -4.2330e-02, 7.2059e-02, 2.5794e-02, -1.6783e-01, 2.5270e-01,\n", + " -1.0750e-01, -5.8917e-01, -1.6664e-01, 5.5713e-02, -1.0991e-01,\n", + " -1.2644e-01, -6.4919e-02, 1.2673e-01, -7.4835e-03, -2.4770e-01,\n", + " 1.3205e-01, 1.1671e-01, -4.2680e-02, -5.3891e-02, -1.7239e-01,\n", + " -3.0079e-01, -6.9750e-02, -3.7419e-02, -2.0132e-01, -2.5914e-01,\n", + " -4.9117e-03, 8.9486e-02, 1.8712e-02, 3.0112e-02, 1.4473e-02,\n", + " -9.0344e-01, -6.0110e-02, -1.0303e-01, -5.3968e-02, 2.8272e-01,\n", + " -1.9929e-02, 1.0962e-01, -1.2144e-01, 7.9465e-02, 9.0445e-02,\n", + " -1.7963e-01, 1.8165e-01, 3.6240e-01, 1.7090e-01, -1.4041e-02,\n", + " 1.9184e-02, 7.5799e-03, -1.4422e-01, 5.4243e-02, 5.0206e-02,\n", + " 2.3259e-01, 1.2299e-01, -1.9728e-01, -7.7248e-01, -4.3642e-02,\n", + " -1.4283e-01, 1.0638e-01, 7.3260e-02, 3.7032e-01, 9.3441e-02,\n", + " 4.6840e-01, 4.9734e-02, 4.9681e-03, -1.5053e-01, 8.1051e-02,\n", + " -7.2369e-02, -4.3397e-03, -4.9834e-02, 3.5236e-01, 2.1686e-01,\n", + " -1.1804e-01, 3.1861e-01, 1.4513e-01, 2.2797e-01, -3.6351e-03,\n", + " -8.2182e-02, -4.6217e-01, 2.0373e-01, -5.3652e-02, -2.0500e-02,\n", + " 1.0104e-01, 3.1081e-02, 2.0516e-01, -8.0955e-02, -9.0073e-02,\n", + " -1.7379e-01, 1.3866e-01, 1.8480e-01, 8.3222e-02, -8.1217e-02,\n", + " 1.6176e-01, 1.2298e-01, -1.3571e-02, 8.0166e-02, -3.0001e-02,\n", + " 7.3083e-02, -1.8209e-01, 1.6285e-01, 2.3463e-01, -1.4227e-03,\n", + " -3.2271e-01, -1.6259e-01, -6.5370e-02, 3.0021e-01, -2.0402e-02,\n", + " -1.5613e-02, 2.0378e-01, 1.1530e-01, -4.2502e-02, 1.1402e-03,\n", + " 1.7406e-01, 1.5372e-01, -9.3741e-02, 7.5142e-02, -4.6734e-02,\n", + " 1.2181e-01, -5.2953e-02, 1.1573e-01, 7.5447e-03, -5.4073e-03,\n", + " 1.5250e-01, 5.5590e-02, 1.3328e-01, -1.3299e-02, -8.2515e-02,\n", + " 3.5268e-02, -1.0056e-01, -7.0932e-02, -5.1251e-02, -1.0646e-01,\n", + " 9.9978e-03, -2.7321e-01, 8.3973e-02, -1.3280e-01, -4.4828e-01,\n", + " 4.6611e-02, 2.6252e-01, -8.0808e-02, -6.8779e-02, -7.1045e-02,\n", + " -8.1604e-02, -2.7690e-01, -1.1386e-01, 7.9901e-02, 1.8157e-02,\n", + " 1.7551e-01, -2.1507e-01, 1.8739e-01, -1.9230e-02, 2.0729e-01,\n", + " 1.0184e-01, -6.9293e-02, 3.8655e-02, 1.2810e-01, 1.1738e-02,\n", + " 2.5324e-02, 2.8772e-02, 2.8810e-02, -9.8997e-02, -1.6962e-01,\n", + " 1.5131e-01, -1.1425e-01, -2.1760e-01, -4.5138e-02, -2.7204e-01,\n", + " 2.8566e-01, 1.5510e-01, 7.0770e-02, -2.2723e-01, -1.3153e-01,\n", + " -5.9633e-03, 1.0762e-01, 2.9013e-01, 1.5143e-01, -3.5916e-02,\n", + " 6.3297e-02, 6.6008e-02, -2.1061e-01, 1.9628e-02, 2.2970e-01,\n", + " 7.0171e-02, 4.1883e-05, 3.6176e-01, -5.2161e-02, -1.1936e-01,\n", + " -8.6783e-02, -5.4471e-02, -6.6908e-02, 3.1105e-02, 2.9388e-01,\n", + " 2.6489e-01, -2.3535e-01, -1.5412e-01, -2.0185e+00, -1.4089e-01,\n", + " -3.3577e-02, 1.6253e-01, 6.7454e-02, -1.8524e-01, 2.9893e-02,\n", + " -1.8569e-01, -3.9034e-02, -7.3650e-02, -3.0490e-02, -3.5751e-02,\n", + " 1.4023e-02, -7.1914e-02, 8.3594e-02, -1.1021e-01, -2.0924e-02,\n", + " 1.7564e-01, -3.7428e-02, -5.4801e-02, -8.9877e-02, 5.2717e-02,\n", + " -4.3204e-02, -1.0025e-01, -9.8288e-02, 1.9749e-01, -1.2205e-01,\n", + " 2.7310e-02, 9.7316e-03, -8.4249e-02, -3.9363e-04, 6.2876e-02,\n", + " -6.0999e-02, 8.6416e-02, 6.4864e-02, -8.4829e-02, -6.2527e-02,\n", + " 5.1020e-01, -6.5360e-02, -1.9927e-01, -1.2727e-01, -1.9250e-01,\n", + " -2.5504e-02, 1.8653e-01, -8.9002e-02, -1.2349e-01, -4.2752e-02,\n", + " -7.1351e-02, -7.4150e-02, 7.4017e-02, -2.4354e-01, 5.0513e-02,\n", + " 8.1920e-02, -1.0628e-01, -1.2754e-01, 1.9295e-02, 1.0775e-01,\n", + " -1.0230e-01, -5.1375e-03, 5.5683e-02, -1.2699e-01, -7.7957e-02,\n", + " -1.0605e-01, -7.9575e-02, 9.7901e-02, -1.2462e-02, -2.1976e-01,\n", + " -1.7569e-02, -2.7258e-02, -4.7887e-02, -2.3733e-01, -2.2269e-02,\n", + " -2.1753e-02, -2.1152e-01, 1.9606e-01, -2.3574e-01, -6.4681e-02,\n", + " -6.2689e-03, -2.0781e-01, 1.9941e-01, 1.0169e-01, -2.3552e-01,\n", + " 1.0052e-02, 3.0391e-02, 1.6760e-01, 1.9079e-02, 1.8226e-01,\n", + " -5.9280e-02, -7.4923e-02, -1.0552e-01, -3.6297e-02, 4.3477e-02,\n", + " -4.5285e-02, -1.4976e-01, 1.2570e-02, -1.4570e-01, -5.5753e-02,\n", + " -3.8616e-01, 1.8542e-01, -1.0588e-02, 7.3040e-02, -9.1399e-02,\n", + " -2.8767e-01, -2.0149e-01, -1.5190e-02, -1.0988e-02, -9.7871e-02,\n", + " 1.3675e-01, 5.0311e-03, -6.6983e-02, 1.3031e-01, -1.0676e-01,\n", + " -1.0308e-01, -3.4424e-01, 1.0380e-01, -2.0771e-01, -2.4391e-01,\n", + " 1.1163e-01, -1.6806e-03, -1.5776e-01, -1.6872e-01, 1.1109e-02,\n", + " -1.0130e-02, -1.1655e-01, -1.0477e-01, 3.7815e-02, 1.1231e-01,\n", + " 2.0840e-01, -3.0999e-01, -1.1691e-01, -1.1297e-01, -1.6702e-01,\n", + " 5.3092e-02, 5.4440e-02, 8.3041e-02, -3.0208e-01, 1.4027e-02,\n", + " -4.0243e-02, -3.0690e-01, 9.0996e-02, -1.0909e-01, -2.4868e-01,\n", + " -2.1890e-02, 1.8476e-02, 2.0135e-01, -3.5365e-01, 1.5860e-01,\n", + " -5.0192e-02, -9.2075e-02, 7.9052e-02, -2.2766e-02, -1.5634e-01,\n", + " -2.7157e-02, -3.1175e-01, 4.6405e-02, 2.9467e-01, 1.2874e-01,\n", + " -2.3297e-01, -1.7375e-01, 2.6247e-02, 1.5769e-01, 4.0897e-02,\n", + " 8.5116e-02, -2.3572e-01, -4.3676e-02, -6.1113e-02, -1.2978e-02,\n", + " 4.3371e-03, -8.2757e-02, -1.3661e-02, -1.7326e-01, -9.5861e-02,\n", + " -2.5870e-02, 9.9552e-02, -8.8619e-02, 1.6603e-02, -1.7565e-01,\n", + " 6.1347e-03, 1.9212e-01, 1.6928e-01, -3.0247e-01, -7.3087e-02,\n", + " -5.5806e-02, -1.0246e-01, 2.4455e-01, -1.0663e-01, -1.4906e-01,\n", + " 1.7439e-02, -5.9003e-01, 7.5388e-02, -1.3651e-01, 8.1256e-03,\n", + " -2.1577e-02, 2.8644e-02, 3.1208e-02, 2.1346e-02, -1.5259e-01,\n", + " -1.4292e-01, -1.0508e-01, -3.0576e-02, -1.0963e-01, 1.3459e-02,\n", + " -1.0713e-02, -1.2893e-01, 6.7321e-02, -1.4364e-02, -2.4257e-01,\n", + " 2.4263e-01, -1.9213e-01, 1.8522e-01, -2.6677e-01, 1.4725e-01,\n", + " -1.5645e-01, 1.0884e-01, 1.9280e-01, -1.8107e-01, -9.5030e-02,\n", + " -5.1229e-02, 1.1342e-01, 1.7577e-02, 1.0676e-01, 3.2094e-02,\n", + " -2.0288e-01, -1.3674e-01, 6.2849e-02, -2.1011e-02, 2.9177e-02,\n", + " -1.7086e-02, -9.8396e-02, 1.0205e-01, -1.9731e-02, -1.6746e-01,\n", + " 1.0425e-01, -1.5722e-01, -1.0945e-01, 5.6515e-02, -7.3300e-02,\n", + " -6.1232e-01, -1.8454e-01, -2.2980e-01, 8.5435e-02, 1.7077e-01,\n", + " -8.8553e-02, -2.9191e-01, 7.5500e-02, 9.5263e-02, 2.1859e-01,\n", + " -1.2138e-01, 1.2861e-01, 1.5085e-01, 1.4101e-01, -5.5720e-02,\n", + " -1.2266e-01, -1.0041e-01, -1.2753e-01, -8.4831e-02, -5.6529e-02,\n", + " 2.1101e-02, 5.8478e-02, -1.9348e-01, -1.6858e-02, -3.5771e-02,\n", + " 5.0574e-02, -1.8273e-02, 3.3636e-02, 1.2767e-01, 3.3926e-02,\n", + " 4.0594e-02, -1.0906e-01, 1.0634e-01, 1.2692e-01, 3.4079e-02,\n", + " -1.3776e-01, -8.2339e-02, 1.0153e-01, 1.0941e-02, 3.7519e-02,\n", + " 1.0497e-01, 3.9406e-01, -6.2549e-02, -9.2865e-02, -9.7316e-02,\n", + " -1.7678e-02, -2.1788e-01, -1.3640e-02, -8.4834e-02, 1.9414e-01,\n", + " -1.4053e-02, 1.1295e-01, 1.6454e-02, 1.3462e-01, 1.0233e-01,\n", + " 1.2413e-01, 4.5280e-02, -1.6307e-01, 7.0181e-02, 4.4070e-02,\n", + " 8.3682e-02, 4.0648e-02, 1.5755e-01, -2.1351e-02, -8.9363e-02,\n", + " -1.3260e-01, -6.5820e-02, 3.9252e-02, 2.9248e-02, -1.1381e-01,\n", + " 4.7972e-02, -1.2351e-02, -4.6980e-02, 3.6954e-02, 8.5143e-02,\n", + " 2.3897e-02, -1.5198e-01, -4.8888e-02, -1.1015e-01, -7.5341e-02,\n", + " 7.8378e-02, 2.8217e-01, -1.1963e-01, -1.3616e-02, -8.9681e-02,\n", + " 3.7982e-02, 2.3843e-01, -1.5551e-01, 1.8208e-01, 2.8728e-01,\n", + " 1.8034e-02, 8.6419e-02, 1.1385e-02, 7.2312e-02, 2.3695e-01,\n", + " -2.1530e-01, 1.2828e-01, 5.2344e-02, 5.7554e-02, -2.2924e-02,\n", + " -1.0375e-01, 2.3662e-03, -1.0316e-01, -3.5931e-02, 2.5473e-01,\n", + " -5.2978e-02, 3.2919e-02, 1.8880e-02, 1.9944e-01, -1.6244e-01,\n", + " -3.0332e-02, -1.1299e-01, -1.1068e-01, 7.2287e-03, -1.3550e-01,\n", + " 1.5577e-02, -7.9689e-02, 7.5800e-02, -1.1706e-01, 3.1917e-02,\n", + " -1.0668e-01, 7.7809e-03, -4.6894e-02, 6.3662e-02, -9.9579e-02,\n", + " -1.9506e-02, 1.8548e-01, -7.4091e-02, -1.7413e-01, 6.3420e-02,\n", + " -9.2029e-02, 2.5220e-01, 5.6505e-02, 1.0384e-01, -1.1955e-01,\n", + " 1.1596e-01, -8.4455e-02, 2.3554e-01, -1.5994e-01, -1.1280e-02,\n", + " -2.1256e-01, 2.0121e-01, -1.1597e-01, -1.4829e-01, -4.2132e-03,\n", + " -1.9714e-02, 1.3075e-01, 6.9513e-02, 8.5244e-02, -1.4833e-01,\n", + " 2.3104e-01, -2.1775e-01, -9.4482e-02, 6.1282e-02, -2.3996e-01,\n", + " 1.1155e-01, -1.7763e-02, -1.8718e-01, -3.8825e-02, 6.0780e-03,\n", + " 6.6984e-02, 3.1552e-01, 1.9603e-01, 5.2209e-02, -9.1339e-03,\n", + " -1.4537e-01, 1.0152e-01, 5.4608e-02, 9.9402e-02, -2.3387e-01,\n", + " 4.0388e-02, 8.8444e-03, 1.9418e-01, 1.1585e-01, 1.3871e-01,\n", + " -1.3353e-01, -2.0897e-01, 1.4376e-03, -1.0051e-01, 1.1219e-01,\n", + " -2.1526e-02, -3.2484e-02, 3.0378e-02, -2.2317e-01, 9.5877e-02,\n", + " -2.7256e-01, 1.4125e-01, 9.3174e-02, 1.1130e-01, 2.1801e-01,\n", + " 4.2201e-02, 2.3711e-01, -4.9170e-02, -1.5893e-01, -1.0375e-01,\n", + " -1.6157e-01, 1.2011e-02, 8.9855e-02, -1.6744e-01, 5.9672e-02,\n", + " 1.2638e-01, -7.2508e-02, -1.6503e-01, 1.0823e-01, -9.6212e-03,\n", + " -3.0928e-02, -1.9600e-01, -6.5314e-02, 8.6465e-02, -1.0106e-01,\n", + " 4.4698e-02, -4.6217e-01, 1.7706e-01, -1.1506e-01, -2.0777e-02,\n", + " 2.3295e-02, 1.5582e-01, 3.5600e-02, -2.5429e-01, -4.4140e-02,\n", + " -4.2500e-03, -1.0922e-01, -8.1536e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0847, -0.1285, -0.1155, ..., -0.1188, -0.1045, -0.1027],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.3193e-02, 6.1696e-02, -3.0414e-02, 9.2428e-03, 6.2774e-02,\n", + " -1.7475e-02, 2.3334e-03, 9.1366e-02, 4.7319e-03, 4.7712e-02,\n", + " 2.0706e-02, 4.7369e-02, 2.5356e-02, 2.4446e-02, -9.7786e-02,\n", + " 1.5361e-02, 1.4166e-01, -5.6781e-02, 4.0337e-04, -3.8552e-02,\n", + " -6.7246e-02, -8.6694e-02, -6.3326e-02, -7.8780e-02, -2.1428e-02,\n", + " 3.9919e-02, -7.0970e-02, 8.6969e-02, -1.1631e-01, -3.1590e-02,\n", + " 5.5097e-02, 2.2397e-03, 3.8160e-03, 4.0153e-02, -5.4591e-02,\n", + " 8.3612e-02, 1.2654e-02, -1.4941e-02, -6.9888e-02, -6.7275e-03,\n", + " -1.4708e-02, 2.6765e-03, 1.1396e-02, -1.2817e-02, 5.5925e-03,\n", + " -7.8425e-02, -2.6602e-02, 1.1576e-01, 1.8585e-02, -7.5612e-02,\n", + " -6.9502e-02, -8.2003e-02, 6.7378e-02, -3.7439e-02, 4.5865e-03,\n", + " 6.5818e-02, -6.0729e-03, -1.5031e-01, -3.5955e-03, -1.0239e-01,\n", + " 5.3705e-03, 8.1586e-02, -5.0424e-02, -1.0779e-01, 1.4815e-02,\n", + " 6.6385e-02, -9.0652e-02, -4.5643e-02, 3.8518e-02, 1.0355e-02,\n", + " -1.7372e-01, 4.9256e-02, -1.1734e-02, -8.3033e-03, 1.1099e-02,\n", + " 2.9659e-02, 2.8240e-02, -8.8364e-03, -3.5798e-02, 1.3968e-01,\n", + " 3.9540e-02, -3.5522e-02, -1.9526e-02, 1.0553e-01, 5.3856e-02,\n", + " -1.8542e-01, -3.7206e-02, 2.5999e-02, -3.3317e-02, 9.6411e-02,\n", + " -3.1208e-02, -7.5331e-02, 8.8682e-03, -3.0611e-02, 9.5184e-02,\n", + " -8.4191e-02, 1.6084e-01, -8.9065e-03, -5.6921e-03, -8.5800e-02,\n", + " 4.7012e-02, 4.9047e-03, 2.2814e-02, 5.0796e-02, 1.3564e-01,\n", + " 9.9725e-02, -2.9694e-02, 2.0107e-02, -5.1575e-02, -1.6845e-01,\n", + " -1.8236e-02, -3.5151e-02, -5.0757e-02, 3.1386e-02, -3.6550e-02,\n", + " 8.6892e-02, -5.9750e-02, 3.9232e-02, -4.3663e-02, -4.0679e-02,\n", + " -2.5053e-02, 2.4421e-01, -9.1641e-02, -3.3646e-02, 1.6316e-01,\n", + " -1.4626e-01, 5.0700e-02, -1.0753e-04, -3.0286e-02, 5.4625e-02,\n", + " 8.6647e-03, -9.6484e-02, 1.6096e-02, -2.5934e-02, 4.1113e-02,\n", + " 1.8634e-02, 1.0306e-01, 3.6662e-02, 1.9753e-03, 1.5547e-01,\n", + " 3.9577e-03, 1.4248e-02, 1.2194e-02, 1.0581e-02, -8.0264e-02,\n", + " -1.7418e-02, 1.3083e-01, 7.9753e-02, -7.0718e-02, 1.4483e-01,\n", + " -2.0163e-02, 7.7986e-02, -1.5597e-01, 2.1856e-03, -1.2587e-02,\n", + " -1.3366e-01, 5.9010e-02, 3.4749e-02, -5.7156e-02, -2.4720e-02,\n", + " 3.5308e-02, -2.9035e-02, 2.3188e-03, 4.2099e-02, -4.4318e-02,\n", + " 1.4956e-01, 3.2269e-02, -1.0556e-01, 2.8885e-02, -2.8610e-02,\n", + " 5.4887e-02, 1.2133e-01, -4.4706e-02, 3.0671e-02, 5.6144e-03,\n", + " -1.0201e-01, 8.4825e-03, -2.3075e-02, -1.1550e-02, -3.9150e-02,\n", + " 2.6354e-02, 2.0229e-02, -5.9343e-02, -4.0397e-02, 1.3564e-02,\n", + " 1.4825e-02, -2.8627e-02, 6.1330e-02, -2.6856e-02, 1.7781e-02,\n", + " -3.1624e-02, -1.6102e-02, -4.8647e-02, -6.7068e-02, 1.3715e-01,\n", + " 6.6496e-02, -2.1389e-02, 1.1503e-01, -3.9943e-02, -9.0779e-03,\n", + " -3.4099e-02, -3.4969e-02, 3.3652e-02, -1.2307e-01, -3.2205e-02,\n", + " -1.7992e-03, 1.7170e-02, 4.2741e-02, -8.8389e-03, 5.1318e-02,\n", + " 8.1518e-02, -5.1519e-02, 4.1624e-02, 1.3534e-02, 4.6893e-02,\n", + " 1.3769e-01, -1.9921e-01, -1.5143e-02, 6.8204e-02, -8.4591e-02,\n", + " 8.0645e-02, 2.9998e-02, -4.8676e-02, 3.6937e-02, 9.9558e-02,\n", + " 4.1622e-02, 6.9070e-02, 4.7247e-02, 1.8445e-02, -3.1009e-02,\n", + " 4.7099e-02, -1.5114e-03, 1.5826e-02, 1.9309e-02, -1.3659e-02,\n", + " -6.2471e-02, -2.0329e-02, 1.0960e-01, -1.0062e-01, 4.0305e-02,\n", + " -3.7168e-02, -3.7178e-02, -3.1893e-02, -1.5842e-02, 2.1531e-02,\n", + " -8.7198e-02, -1.7491e-01, -8.9077e-02, 3.6280e-02, -1.9724e-01,\n", + " -2.3741e-02, 1.9397e-02, -1.0243e-01, 6.7117e-02, 7.8864e-02,\n", + " -3.3383e-03, -8.3458e-02, 1.7511e-02, 7.7581e-03, 3.3337e-02,\n", + " 1.8714e-02, -6.6034e-02, 3.0365e-02, 1.4291e-01, 2.2725e-02,\n", + " 4.5912e-02, -2.2058e-02, -1.9345e-02, 9.5462e-02, 3.9248e-02,\n", + " -7.2196e-03, -2.5189e-03, -3.9497e-02, 1.3643e-01, 3.5740e-02,\n", + " -1.0243e-01, -1.6788e-01, 1.1585e-01, 9.9881e-02, 1.6297e-02,\n", + " 3.6675e-02, -2.6349e-02, -7.2180e-02, -1.8820e-01, -2.8508e-02,\n", + " 1.7253e-02, -3.0049e-02, 4.1879e-02, 1.9856e-02, 5.8324e-02,\n", + " -1.5683e-02, -9.2131e-02, -6.3312e-02, -7.1657e-02, 6.7526e-02,\n", + " -1.7949e-01, 4.0100e-02, 1.8148e-02, 2.2313e-02, -8.5625e-03,\n", + " 1.7635e-02, 8.6234e-02, 1.0933e-01, 5.0928e-02, -4.8674e-02,\n", + " 3.9759e-02, -8.3747e-02, 9.1889e-02, -3.6738e-01, -1.5018e-02,\n", + " -6.3824e-02, -6.6875e-03, -3.7295e-02, 1.1325e-01, -4.3105e-02,\n", + " 1.1181e-01, -2.5197e-03, -3.8649e-02, -9.9112e-02, 1.3681e-01,\n", + " 1.9658e-02, 3.9101e-02, 3.1422e-02, -1.4681e-01, 4.7991e-02,\n", + " -2.9432e-02, -5.0878e-02, 1.0442e-02, -6.3670e-03, 3.7268e-02,\n", + " 9.8819e-02, -2.6494e-01, -3.8191e-02, 5.2734e-02, -5.7655e-02,\n", + " 3.0656e-02, -1.1810e-01, -9.4131e-02, -1.0491e-02, 3.0859e-02,\n", + " -7.1466e-02, -4.3754e-02, -7.9536e-02, 1.1315e-01, -1.0532e-01,\n", + " 1.4815e-01, -1.2031e-02, 8.5215e-03, 1.5699e-01, 5.2997e-02,\n", + " -3.3737e-02, 8.2002e-03, -5.1279e-02, 6.2042e-02, 3.7784e-02,\n", + " -1.2986e-02, -2.9111e-02, 5.3220e-03, 6.0768e-02, -7.1061e-03,\n", + " 4.6168e-02, -5.4765e-02, 5.3901e-02, 1.8448e-02, 5.9001e-02,\n", + " 3.4759e-02, -1.0341e-01, -1.5591e-02, -1.9240e-02, -1.6959e-01,\n", + " -9.7282e-02, 7.6586e-02, -1.8559e-02, 1.3151e-01, 2.7481e-02,\n", + " 3.0432e-02, 2.0360e-02, -1.2422e-01, -3.1675e-02, 4.6216e-02,\n", + " 4.1936e-02, -5.8775e-02, -2.1788e-02, -6.4134e-02, 4.7432e-02,\n", + " 9.4198e-02, 1.2322e-02, 3.4045e-02, -8.0027e-02, -7.6757e-02,\n", + " 4.6535e-02, -5.8291e-02, 3.9367e-02, -1.7128e-01, 1.0118e-01,\n", + " 3.8415e-03, -4.9895e-02, -1.9445e-01, 4.6231e-02, 3.2733e-02,\n", + " -3.5684e-02, 1.2348e-01, -1.1154e-02, -1.6810e-02, 2.2427e-02,\n", + " -6.2429e-02, -3.1474e-02, -4.8251e-02, -9.3056e-02, 1.8984e-04,\n", + " 9.0583e-03, 8.6479e-02, -2.1725e-02, 5.0894e-02, -9.6771e-02,\n", + " 2.5994e-02, -7.7122e-02, 5.7545e-02, 5.9022e-02, 5.3637e-02,\n", + " 7.4439e-02, -2.7797e-02, 1.1286e-01, 6.9879e-02, 6.2346e-02,\n", + " 7.2730e-02, -5.6907e-02, 4.7392e-03, -2.2133e-02, 1.9041e-02,\n", + " -3.0071e-02, -3.4036e-02, -2.4952e-02, -6.1508e-02, -1.1672e-01,\n", + " 1.4794e-02, -7.4657e-02, -9.1953e-03, 1.5283e-02, -7.6831e-02,\n", + " -1.1535e-01, -2.9873e-02, 1.1560e-01, 4.0823e-02, 3.5282e-02,\n", + " -1.8683e-02, 3.3259e-02, 6.7219e-02, 3.1124e-02, -1.0192e-01,\n", + " -4.8234e-02, -3.6186e-02, 9.0150e-02, -1.7470e-02, 1.7043e-02,\n", + " 7.0461e-02, 3.2304e-02, 5.6021e-03, -1.3806e-01, -4.5189e-02,\n", + " -4.6839e-02, -1.7165e-01, -2.7377e-02, -5.3807e-02, 7.4009e-02,\n", + " 5.4111e-02, -5.6457e-02, -1.4614e-01, -8.3454e-02, 1.0345e-01,\n", + " -5.2123e-02, -2.7161e-02, 3.7367e-02, 2.2510e-02, -3.3462e-02,\n", + " -1.0737e-01, -1.4062e-01, -5.6819e-03, -4.9825e-02, -5.5043e-02,\n", + " 1.2677e-01, -1.7465e-02, -6.7707e-02, -1.7162e-01, -5.8329e-02,\n", + " 6.9060e-04, 4.9649e-02, -6.0287e-03, -4.1616e-02, 3.2487e-02,\n", + " 6.9505e-03, 7.7715e-02, -4.1562e-02, 1.0474e-01, -4.0776e-02,\n", + " -2.5590e-02, 5.0096e-02, 6.5303e-02, 6.2892e-02, 3.5739e-02,\n", + " 2.1696e-02, -6.1961e-03, -3.3149e-02, -6.5646e-03, -4.1281e-03,\n", + " 5.0321e-02, 1.2183e-02, 1.7924e-03, -1.0509e-01, -5.2918e-03,\n", + " -1.0862e-02, -2.6768e-02, 5.6380e-02, -5.9952e-02, -6.7925e-02,\n", + " 5.0548e-02, -1.1497e-01, -1.2809e-01, 1.9187e-02, -2.8654e-02,\n", + " 5.0460e-02, 1.2488e-02, 3.3108e-02, 1.5263e-01, -9.3735e-02,\n", + " -1.8056e-02, -7.1492e-02, -4.7660e-02, 1.9358e-02, 4.2034e-02,\n", + " 7.1707e-02, -1.8754e-03, -1.5485e-02, -9.7430e-02, -7.8159e-03,\n", + " -7.7335e-02, -3.2274e-02, -3.6957e-02, -3.2467e-02, -1.2070e-01,\n", + " -8.0370e-02, -5.4206e-02, 1.5898e-03, -1.9303e-02, -5.9299e-02,\n", + " 4.3355e-02, 6.5522e-02, 4.2278e-02, 3.6946e-02, 6.6319e-02,\n", + " 2.7210e-02, 5.5001e-02, 5.5594e-02, -1.1338e-02, -1.1602e-02,\n", + " -2.8153e-02, 6.3600e-03, -1.1655e-02, 2.2731e-02, 3.1409e-02,\n", + " -2.4729e-02, 1.3115e-01, -1.3296e-03, -1.2185e-02, -1.0660e-02,\n", + " 1.6047e-02, 4.6211e-02, 7.0008e-02, 1.9612e-02, -8.4920e-03,\n", + " 4.3705e-02, 5.4195e-02, 6.7499e-02, 9.9997e-02, -9.4226e-03,\n", + " -4.1924e-02, -1.3924e-02, -2.0435e-01, 6.9626e-03, 3.6331e-02,\n", + " -2.7858e-01, 1.2822e-01, 1.0720e-01, -8.8995e-02, -4.4343e-02,\n", + " -5.7953e-02, 6.2282e-02, -3.3493e-02, -1.3681e-02, 1.0070e-01,\n", + " -2.2497e-02, 2.0616e-03, 1.0779e-02, 1.3922e-01, 4.7188e-02,\n", + " -1.0429e-01, 1.0819e-02, 4.3405e-02, 5.4587e-03, -5.3056e-02,\n", + " 3.0840e-02, 4.1007e-02, -7.5758e-04, 2.0112e-02, 5.8127e-02,\n", + " -7.3880e-02, -2.9966e-02, 1.7235e-01, 2.9041e-02, 7.5667e-02,\n", + " -4.2465e-04, 1.7643e-02, 1.0043e-01, -1.4244e-01, -1.7804e-01,\n", + " 3.2432e-02, -4.4097e-02, 4.3006e-02, -3.7331e-02, -1.0277e-01,\n", + " 1.7347e-01, 1.9166e-01, -3.5467e-02, 4.5209e-02, -5.6387e-02,\n", + " 9.6223e-02, 8.2298e-02, -6.8806e-02, -1.6822e-02, 3.0415e-02,\n", + " 7.5992e-02, -5.3591e-02, -1.1431e-02, 1.1005e-01, -7.9729e-02,\n", + " 7.6659e-03, -4.6789e-02, 4.9577e-02, -3.0401e-02, 8.3421e-02,\n", + " 7.4027e-02, -5.6707e-02, 5.5148e-02, -8.4465e-03, -1.1093e-02,\n", + " 7.5298e-02, 2.9557e-02, 6.7714e-03, -3.2875e-02, 5.9804e-02,\n", + " 8.2721e-02, 3.4886e-02, 3.4073e-02, 1.1920e-01, -7.6276e-02,\n", + " -4.8948e-02, -2.1498e-02, -3.1448e-02, 8.8292e-03, -4.1286e-02,\n", + " -3.7431e-03, 4.8253e-02, -1.1355e-01, -2.9573e-03, -1.9384e-02,\n", + " -1.1001e-02, 6.5338e-03, 6.6579e-02, -5.3184e-02, -3.6235e-02,\n", + " -1.1003e-01, 8.5203e-03, 1.1073e-02, -1.1838e-02, 5.0264e-02,\n", + " -1.4368e-01, -1.9391e-02, 2.0079e-03, 3.9091e-02, 3.6562e-02,\n", + " -2.8407e-02, -5.2782e-02, 3.7331e-02, 1.6678e-02, -3.4163e-02,\n", + " 1.6394e-02, 1.0279e-02, 2.5235e-02, 1.3490e-02, -5.6397e-02,\n", + " 7.8470e-03, -1.0222e-01, -6.6660e-03, 1.0351e-01, 6.8676e-02,\n", + " 2.5114e-02, -7.1583e-02, -4.7836e-02, -5.6187e-02, -8.9400e-02,\n", + " -2.6316e-02, -8.7864e-02, 1.0683e-01, 8.2583e-02, 4.1450e-03,\n", + " 1.8948e-02, -1.1599e-02, -1.6343e-01, 4.7243e-02, 7.2265e-02,\n", + " 2.6492e-02, 4.1961e-02, -2.5109e-02, 1.3410e-01, -1.8804e-01,\n", + " 5.2777e-02, 4.7821e-02, -9.2843e-02, 2.4022e-03, 9.8555e-02,\n", + " 8.6549e-04, 1.8896e-02, -2.2239e-02, -6.6493e-02, 6.7852e-02,\n", + " -1.3036e-02, 3.1947e-02, -7.1311e-02, 1.0847e-01, 4.6095e-02,\n", + " 1.5757e-02, 1.0810e-01, 8.2497e-02, 3.9997e-02, 1.4333e-01,\n", + " -7.6095e-02, 2.2679e-02, 6.9882e-03, 6.5081e-02, 3.4911e-04,\n", + " 1.9732e-02, -2.5342e-02, 1.9004e-02, 8.9478e-02, -5.4429e-02,\n", + " 3.2051e-02, -6.7308e-02, -1.2531e-01, 1.0519e-01, -1.4127e-02,\n", + " 6.2957e-02, 1.3382e-02, -3.3949e-02, 4.7767e-02, -1.0996e-01,\n", + " 1.6009e-01, -1.4209e-01, -8.8265e-02, 2.2497e-01, -1.7973e-02,\n", + " -2.9550e-02, 8.4943e-02, 2.1528e-03, -2.8130e-02, -7.3684e-02,\n", + " -7.4747e-02, -7.4627e-02, -1.7595e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8813, 0.8574, 0.8512, 0.8526, 0.8330, 0.8610, 0.8475, 0.9017, 0.9080,\n", + " 0.8548, 0.8236, 0.7640, 0.8154, 0.7753, 0.8775, 0.8510, 0.8718, 0.8299,\n", + " 0.9056, 0.8005, 0.8296, 0.8071, 0.8740, 0.8761, 0.8322, 0.8631, 0.8166,\n", + " 0.8683, 0.8236, 0.8615, 0.8992, 0.8337, 0.8596, 0.8725, 0.8882, 0.8769,\n", + " 0.8806, 0.8278, 0.8434, 0.7985, 0.8911, 0.8616, 0.8967, 0.8444, 0.9075,\n", + " 0.8404, 0.8393, 0.8953, 0.8783, 0.8907, 0.8322, 0.8688, 0.8408, 0.7435,\n", + " 0.8365, 0.8371, 0.8957, 0.7818, 0.8893, 0.8237, 0.8807, 0.8440, 0.7014,\n", + " 0.8134, 0.8952, 0.8622, 0.8810, 0.8853, 0.8510, 0.8675, 0.8824, 0.8996,\n", + " 0.8637, 0.8418, 0.8741, 0.8176, 0.8747, 0.7882, 0.8101, 0.8368, 0.8875,\n", + " 0.9039, 0.8825, 0.8346, 0.7804, 0.8437, 0.8226, 0.8475, 0.8893, 0.8900,\n", + " 0.8686, 0.8792, 0.6282, 0.8562, 0.8296, 0.8380, 0.7203, 0.7966, 0.8688,\n", + " 0.8941, 0.9195, 0.9096, 0.8622, 0.8116, 0.8199, 0.6073, 0.8599, 0.9117,\n", + " 0.8327, 0.8307, 0.8634, 0.8669, 0.8133, 0.8613, 0.8882, 0.8493, 0.8648,\n", + " 0.8952, 0.8846, 0.8306, 0.8527, 0.6541, 0.8301, 0.8386, 0.7568, 0.8510,\n", + " 0.8646, 0.8282, 0.8680, 0.8181, 0.8891, 0.8565, 0.7160, 0.8449, 0.8812,\n", + " 0.8800, 0.8443, 0.8347, 0.8675, 0.6837, 0.8911, 0.8762, 0.8844, 0.8872,\n", + " 0.8743, 0.4173, 0.8946, 0.8769, 0.8693, 0.8106, 0.8619, 0.8605, 0.7974,\n", + " 0.8914, 0.9066, 0.8281, 0.8619, 0.7919, 0.8546, 0.6623, 0.8849, 0.9010,\n", + " 0.8349, 0.8934, 0.8562, 0.8611, 0.8592, 0.8193, 0.5833, 0.8781, 0.8930,\n", + " 0.8631, 0.8211, 0.8537, 0.8891, 0.6439, 0.8567, 0.8635, 0.8482, 0.8703,\n", + " 0.8802, 0.9204, 0.8634, 0.8509, 0.8726, 0.8707, 0.8594, 0.8608, 0.8937,\n", + " 0.8637, 0.8771, 0.8201, 0.8435, 0.8869, 0.8592, 0.8442, 0.8914, 0.8087,\n", + " 0.8520, 0.8232, 0.8643, 0.8388, 0.6820, 0.8310, 0.8753, 0.8208, 0.8721,\n", + " 0.8286, 0.8925, 0.8309, 0.8310, 0.8830, 0.8280, 0.8409, 0.8666, 0.7001,\n", + " 0.7338, 0.8965, 0.7481, 0.8447, 0.8762, 0.8605, 0.8669, 0.8486, 0.8686,\n", + " 0.6879, 0.8354, 0.8216, 0.8687, 0.8874, 0.8553, 0.8584, 0.8441, 0.8982,\n", + " 0.8702, 0.8446, 0.8535, 0.8207, 0.9000, 0.8150, 0.8630, 0.8876, 0.8766,\n", + " 0.8385, 0.8640, 0.7107, 0.8110, 0.8682, 0.8426, 0.7779, 0.8537, 0.8356,\n", + " 0.8616, 0.8917, 0.9012, 0.8574, 0.8362, 0.8423, 0.8785, 0.8624, 0.8919,\n", + " 0.8551, 0.8650, 0.8673, 0.7859, 0.8217, 0.8785, 0.8540, 0.8686, 0.8906,\n", + " 0.8735, 0.8791, 0.8513, 0.8626, 0.9067, 0.8950, 0.8301, 0.8793, 0.8617,\n", + " 0.8583, 0.7996, 0.8628, 0.9083, 0.7008, 0.8836, 0.8823, 0.8805, 0.8607,\n", + " 0.8243, 0.9175, 0.8250, 0.7715, 0.8520, 0.8779, 0.8334, 0.8210, 0.7295,\n", + " 0.7835, 0.8704, 0.8655, 0.8944, 0.8827, 0.8852, 0.8977, 0.8590, 0.8269,\n", + " 0.7933, 0.8884, 0.4084, 0.8750, 0.8571, 0.7062, 0.8582, 0.8374, 0.8920,\n", + " 0.8502, 0.8911, 0.8807, 0.8632, 0.7858, 0.8681, 0.8550, 0.8368, 0.8743,\n", + " 0.8904, 0.8765, 0.8206, 0.8742, 0.8854, 0.8739, 0.8232, 0.7490, 0.8597,\n", + " 0.8765, 0.8744, 0.8831, 0.8533, 0.9091, 0.8985, 0.8750, 0.8200, 0.9193,\n", + " 0.8375, 0.8845, 0.8442, 0.6381, 0.8866, 0.8460, 0.8815, 0.8751, 0.8688,\n", + " 0.8832, 0.8890, 0.7148, 0.8950, 0.8928, 0.8601, 0.8472, 0.8254, 0.8753,\n", + " 0.8741, 0.8665, 0.8270, 0.8551, 0.8566, 0.8839, 0.8245, 0.8705, 0.8744,\n", + " 0.8418, 0.8784, 0.8750, 0.8840, 0.8707, 0.8572, 0.8885, 0.8927, 0.8753,\n", + " 0.8274, 0.9072, 0.8740, 0.5495, 0.8762, 0.8528, 0.8462, 0.9022, 0.8412,\n", + " 0.8769, 0.8708, 0.8432, 0.8087, 0.8515, 0.8590, 0.8756, 0.8969, 0.9161,\n", + " 0.8513, 0.8384, 0.8752, 0.8864, 0.8555, 0.8056, 0.8523, 0.8846, 0.8031,\n", + " 0.8443, 0.8945, 0.8578, 0.8770, 0.9007, 0.8560, 0.8611, 0.8978, 0.9036,\n", + " 0.8545, 0.8316, 0.8684, 0.8544, 0.8722, 0.7177, 0.8523, 0.7641, 0.8601,\n", + " 0.8381, 0.8428, 0.8618, 0.8833, 0.8498, 0.8771, 0.8214, 0.8864, 0.8550,\n", + " 0.8706, 0.8488, 0.8835, 0.9107, 0.8303, 0.8704, 0.8606, 0.8473, 0.8320,\n", + " 0.8932, 0.8504, 0.6695, 0.8896, 0.8343, 0.8651, 0.8422, 0.8698, 0.8208,\n", + " 0.9086, 0.9044, 0.8646, 0.8158, 0.9006, 0.9114, 0.8883, 0.8775, 0.8445,\n", + " 0.8512, 0.8519, 0.7237, 0.8934, 0.8669, 0.8694, 0.7955, 0.8093, 0.8528,\n", + " 0.8242, 0.8754, 0.8722, 0.8343, 0.8551, 0.8891, 0.8419, 0.8676, 0.8607,\n", + " 0.8766, 0.8285, 0.8542, 0.8760, 0.8453, 0.7799, 0.8644, 0.8501, 0.8655,\n", + " 0.8412, 0.8669, 0.8072, 0.8960, 0.8921, 0.8496, 0.8056, 0.8730, 0.8680,\n", + " 0.8537, 0.6681, 0.8364, 0.8860, 0.8386, 0.8345, 0.8928, 0.8571, 0.8425,\n", + " 0.8242, 0.9002, 0.8442, 0.8629, 0.8781, 0.8810, 0.8420, 0.8347, 0.8439,\n", + " 0.8941, 0.8481, 0.8192, 0.8496, 0.6907, 0.8544, 0.8522, 0.8977, 0.8024,\n", + " 0.8633, 0.8376, 0.8688, 0.9048, 0.8637, 0.8956, 0.8660, 0.7286, 0.8174,\n", + " 0.8114, 0.9067, 0.8627, 0.8975, 0.8630, 0.8596, 0.8728, 0.8486, 0.9381,\n", + " 0.8273, 0.7073, 0.8759, 0.8315, 0.8877, 0.7592, 0.8766, 0.8584, 0.8452,\n", + " 0.8369, 0.8964, 0.7909, 0.8820, 0.8943, 0.8772, 0.8836, 0.8574, 0.8113,\n", + " 0.8722, 0.8671, 0.8984, 0.8307, 0.8624, 0.8928, 0.8519, 0.8675, 0.8412,\n", + " 0.8895, 0.8942, 0.8919, 0.8447, 0.9022, 0.8825, 0.7692, 0.8581, 0.8797,\n", + " 0.9120, 0.7044, 0.8878, 0.8872, 0.8512, 0.8772, 0.8749, 0.8338, 0.8723,\n", + " 0.8767, 0.7994, 0.8949, 0.8207, 0.8931, 0.8974, 0.8651, 0.9117, 0.8572,\n", + " 0.8222, 0.8562, 0.8596, 0.8901, 0.8808, 0.8666, 0.8638, 0.9245, 0.8928,\n", + " 0.8492, 0.8890, 0.8438, 0.8917, 0.8082, 0.8580, 0.8653, 0.8883, 0.8379,\n", + " 0.9000, 0.8324, 0.7439, 0.8819, 0.8234, 0.9080, 0.8738, 0.8219, 0.8358,\n", + " 0.8828, 0.8906, 0.8790, 0.8710, 0.8765, 0.8622, 0.8555, 0.8575, 0.8903,\n", + " 0.8743, 0.8020, 0.8353, 0.8414, 0.8576, 0.8534, 0.8859, 0.8916, 0.8331,\n", + " 0.8655, 0.8642, 0.8610, 0.8890, 0.8087, 0.9034, 0.8833, 0.8577, 0.8949,\n", + " 0.8975, 0.8255, 0.9074, 0.8696, 0.8534, 0.8461, 0.7035, 0.8356, 0.7987,\n", + " 0.8718, 0.8909, 0.8449, 0.8834, 0.9051, 0.8959, 0.8970, 0.8840, 0.8512,\n", + " 0.9065, 0.8445, 0.8793, 0.8503, 0.7292, 0.8738, 0.8515, 0.8184, 0.9029,\n", + " 0.8663, 0.8617, 0.8595, 0.9118, 0.8565, 0.8954, 0.8962, 0.8441, 0.8857,\n", + " 0.8992, 0.8513, 0.8234, 0.9082, 0.8868, 0.8992, 0.8892, 0.8821, 0.8601,\n", + " 0.8985, 0.8706, 0.8370, 0.8303, 0.8259, 0.8512, 0.7235, 0.9122, 0.8712,\n", + " 0.8369, 0.8733, 0.8807, 0.8432, 0.7850, 0.8453, 0.8961, 0.8808, 0.8079,\n", + " 0.8559, 0.8169, 0.8819, 0.8486, 0.9151, 0.8492, 0.8704, 0.9060, 0.8247,\n", + " 0.8195, 0.8797, 0.8977, 0.8559, 0.8646, 0.8835, 0.8547, 0.8545, 0.8513,\n", + " 0.8657, 0.8455, 0.8733, 0.8876, 0.9435, 0.7991, 0.8326, 0.8656, 0.8135,\n", + " 0.8827, 0.8028, 0.8631, 0.8763, 0.8951, 0.8454, 0.8475, 0.8575, 0.8511,\n", + " 0.8594, 0.8631, 0.9036, 0.9041, 0.8887, 0.8229, 0.8564, 0.8613, 0.8296,\n", + " 0.7501, 0.8811, 0.8651, 0.7969, 0.8611, 0.8495, 0.8607, 0.8396, 0.8665,\n", + " 0.8096, 0.8464, 0.9159], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1390e-01, -1.1665e-01, 7.8831e-02, 7.7967e-02, -1.4219e-01,\n", + " 1.2784e-01, -1.4822e-01, -7.8678e-02, -1.9629e-02, -5.5068e-02,\n", + " -4.2984e-02, -1.8579e-01, 1.0454e-01, -2.2779e-01, -5.8268e-03,\n", + " -5.3282e-02, 5.9936e-02, 3.5439e-02, 1.9045e-02, -2.4963e-01,\n", + " -1.7383e-01, 1.6144e-01, -1.4571e-01, -9.3093e-02, 4.3411e-02,\n", + " -1.4294e-01, -1.3664e-01, 6.2726e-02, 7.5539e-02, -6.0494e-02,\n", + " 4.0832e-04, -8.3176e-02, -9.5793e-02, 6.5415e-02, -7.0307e-02,\n", + " 2.6282e-02, 4.2935e-02, -1.5579e-01, -1.5991e-01, 1.0939e-01,\n", + " -3.9300e-02, 1.0368e-01, 3.5295e-03, -1.2932e-01, -3.5269e-03,\n", + " -3.0062e-03, 9.7201e-02, 2.7446e-03, -1.0314e-01, 1.2189e-02,\n", + " 9.3643e-02, -9.2640e-02, -1.7134e-01, 1.0050e-01, -5.6707e-02,\n", + " 3.6613e-02, -4.1702e-02, 1.0311e-01, -8.9570e-02, 7.2566e-02,\n", + " 4.6769e-02, -5.3675e-02, 1.4685e-01, 1.0339e-01, -2.5685e-02,\n", + " -8.7600e-02, -6.6334e-02, -3.7195e-02, -8.0110e-02, 1.3150e-02,\n", + " 1.6758e-02, -1.9003e-02, 6.6557e-02, 1.5249e-02, -1.3911e-01,\n", + " -4.4544e-03, -5.6573e-02, -1.4977e-01, -5.6714e-02, -1.2452e-01,\n", + " 1.7443e-02, -2.5136e-02, -8.1386e-02, -1.5475e-01, -5.9629e-02,\n", + " -8.6546e-02, 8.2098e-02, -1.7970e-01, -7.0450e-02, -3.8163e-02,\n", + " -6.1856e-02, 1.8391e-02, -2.9808e-01, 8.3022e-02, -7.8621e-02,\n", + " -1.3045e-02, -1.6036e-01, 8.6826e-02, -9.0755e-03, 1.2548e-02,\n", + " -3.8580e-02, -1.0711e-01, -3.4880e-02, 5.7908e-02, -1.2068e-01,\n", + " -1.7428e-01, 4.0936e-02, -3.9346e-02, -8.4877e-02, -1.3258e-01,\n", + " -1.6746e-02, -8.8139e-02, 1.3441e-01, 1.3720e-01, 2.1094e-02,\n", + " -1.4026e-02, -7.0517e-02, -6.0341e-02, 1.3067e-02, -1.7649e-01,\n", + " 3.2949e-02, 1.6598e-01, 4.6720e-02, -5.9231e-02, 1.5344e-02,\n", + " 1.5880e-02, 6.3583e-03, -7.9375e-02, -2.4685e-02, 1.0417e-01,\n", + " -1.1213e-01, -1.0103e-01, 6.3944e-03, -8.4543e-03, 5.1865e-02,\n", + " 1.0469e-01, 1.8944e-02, -2.2005e-02, 8.2715e-02, 5.4739e-02,\n", + " -5.3725e-02, -9.0106e-02, -2.3370e-02, -3.8736e-02, -5.7885e-02,\n", + " 2.2179e-01, -7.1403e-03, 6.2460e-02, -3.2305e-02, -1.5639e-01,\n", + " -2.1774e-02, -1.1440e-01, 3.7080e-02, -5.4547e-02, -5.0078e-02,\n", + " 3.1363e-02, -1.3961e-01, -1.9091e-01, -8.7539e-02, -4.9687e-02,\n", + " -2.8066e-02, -6.6049e-02, 3.9579e-02, -6.6498e-02, -7.6860e-02,\n", + " -1.8619e-01, -7.5232e-02, 7.7713e-02, 1.6122e-01, 1.1884e-03,\n", + " 1.2504e-02, -1.0282e-01, -6.8311e-02, -1.9146e-01, -1.1679e-01,\n", + " -1.6831e-01, -8.8271e-02, -3.0835e-02, 3.6159e-02, -6.0488e-02,\n", + " -7.4274e-03, -2.4512e-02, -3.6684e-02, -1.8299e-01, -1.4365e-01,\n", + " 1.8132e-02, -1.7497e-01, -1.0901e-01, -1.4602e-01, -2.0933e-02,\n", + " 2.9321e-02, 1.5511e-01, -1.6747e-01, 1.1587e-02, -2.1141e-02,\n", + " -8.3440e-02, -3.0854e-02, -1.3174e-01, 2.7529e-02, -6.7364e-03,\n", + " 3.6528e-02, -1.4086e-01, -1.2504e-01, -8.3627e-02, 1.1236e-02,\n", + " -1.4942e-01, -1.0115e-01, -2.9840e-02, -4.7005e-02, -3.2924e-02,\n", + " -8.2666e-02, 8.3771e-02, -1.3540e-01, -1.2749e-01, -2.7795e-02,\n", + " 9.1797e-02, 3.6652e-02, -1.6011e-02, -1.6091e-01, -5.4946e-02,\n", + " -5.4214e-02, -1.6053e-01, -1.1983e-01, -5.9900e-03, -5.1154e-02,\n", + " -1.0895e-01, -9.7342e-02, 4.3075e-03, -1.0011e-01, -5.0399e-03,\n", + " -1.1000e-01, 7.1476e-03, -7.2436e-02, -2.4048e-02, -4.7255e-02,\n", + " -1.0045e-01, -7.2288e-02, -1.1302e-01, -3.8734e-02, 1.2784e-02,\n", + " -2.6237e-02, 2.5187e-02, -4.1754e-03, -2.6134e-02, 3.2518e-02,\n", + " -5.3409e-02, 8.9556e-02, -5.5301e-02, 2.5950e-02, 1.3418e-01,\n", + " -7.4396e-02, -9.7121e-02, -1.4815e-03, -8.5810e-03, 1.9281e-03,\n", + " 2.9663e-02, 8.9484e-02, 5.7098e-02, -8.5201e-02, -4.5369e-02,\n", + " -1.0570e-01, 8.3536e-02, -1.3177e-01, -3.2931e-02, -1.4440e-01,\n", + " -1.0173e-01, -2.7385e-02, -4.6725e-02, -1.0274e-01, -5.4094e-02,\n", + " -5.8594e-02, -4.9529e-02, -5.3373e-02, 2.8353e-02, 6.0680e-02,\n", + " -8.1981e-02, 6.1692e-03, 7.1972e-02, -2.2878e-02, 1.0981e-01,\n", + " -1.5983e-01, -1.1674e-01, -6.9300e-02, 4.5295e-02, 1.2084e-02,\n", + " -9.3912e-03, -6.4539e-02, -1.5068e-01, -1.3463e-01, -2.4047e-02,\n", + " -7.1621e-02, -7.4643e-02, 5.5769e-02, -3.3885e-02, -1.5425e-01,\n", + " -6.0234e-02, -2.2631e-02, -2.0503e-01, -1.1604e-02, 5.4391e-02,\n", + " 8.1761e-03, 2.1507e-02, -1.1163e-03, -6.1713e-02, -1.2849e-01,\n", + " -1.7019e-01, 4.6019e-02, 5.9621e-02, -7.0314e-02, 5.2985e-02,\n", + " -2.2976e-02, -8.9172e-02, -5.8457e-02, 8.7454e-02, -8.4727e-02,\n", + " 8.5664e-02, -3.5916e-02, -5.7460e-03, -3.4084e-02, -4.6146e-02,\n", + " -7.4513e-02, -3.8387e-03, -1.0033e-01, 2.9268e-02, -4.3624e-02,\n", + " -1.2249e-01, -3.6546e-02, -3.2154e-02, -1.0369e-02, -5.0400e-02,\n", + " -1.5590e-02, -1.1637e-02, 1.5974e-02, -1.5629e-01, 1.7407e-02,\n", + " -3.0625e-02, -5.8181e-02, -6.1492e-03, -3.9176e-02, -8.4612e-02,\n", + " -2.5534e-03, -1.1055e-01, -7.7808e-02, -1.3482e-02, 9.5974e-03,\n", + " -2.1181e-01, 1.4316e-02, 4.5502e-02, 3.6416e-02, 2.8010e-02,\n", + " -1.0117e-02, -1.4065e-01, -2.4300e-04, 4.3143e-02, -5.6624e-03,\n", + " 8.8525e-03, 1.0983e-02, -5.9229e-02, 9.8544e-02, -4.1654e-02,\n", + " -1.0534e-01, 5.7480e-03, 2.6208e-02, -4.3545e-02, -8.7024e-02,\n", + " -1.5548e-02, -2.1836e-02, -3.8114e-02, 1.0298e-02, -2.0284e-02,\n", + " 3.4147e-02, 2.6439e-03, -9.3330e-02, -5.4738e-02, 4.2688e-02,\n", + " -1.8756e-02, -2.9410e-02, -2.4548e-02, 8.1395e-02, -3.3935e-02,\n", + " -4.3599e-02, 1.1841e-01, -1.1681e-01, 7.1123e-02, -6.3510e-03,\n", + " -4.8680e-02, 5.9464e-02, -1.3177e-01, -8.3339e-02, 9.1023e-02,\n", + " -4.1967e-02, -6.2708e-02, -1.1090e-01, -3.8308e-02, -1.1182e-01,\n", + " -8.5756e-03, 2.7861e-03, -9.3864e-03, 1.6391e-02, -7.6644e-02,\n", + " -9.7901e-03, 4.2064e-02, -3.2841e-02, 3.4349e-02, -2.7945e-02,\n", + " 1.4071e-01, -1.1341e-01, -3.6469e-02, -6.6835e-02, -1.7925e-03,\n", + " 1.4326e-01, 3.8118e-02, -1.6209e-02, -1.1271e-02, 2.2338e-02,\n", + " -9.8916e-02, -4.1670e-02, -1.3785e-02, -8.8816e-02, 1.2707e-02,\n", + " 1.7138e-02, 1.3404e-01, -1.1331e-01, 6.4880e-02, 6.4197e-02,\n", + " -8.6263e-02, -4.9500e-02, 3.1972e-02, 2.2599e-02, -3.0710e-02,\n", + " -2.4831e-02, -6.6243e-04, -8.5255e-03, -5.7810e-02, -1.1216e-01,\n", + " -1.2129e-01, 9.0616e-02, -1.9404e-03, 1.1091e-02, 6.5962e-02,\n", + " -6.2329e-02, -8.2871e-02, -5.4778e-02, 1.0354e-01, -2.9214e-02,\n", + " -8.4231e-03, 6.0036e-02, -7.1029e-02, 8.3194e-03, 6.5129e-02,\n", + " -1.3680e-02, -7.2589e-02, -1.5742e-01, 1.3516e-01, -1.2590e-01,\n", + " -3.1945e-02, -1.6451e-02, -6.8513e-02, -2.4702e-02, 6.0106e-02,\n", + " -3.2388e-02, 7.9071e-02, -6.2730e-02, -1.9677e-01, -1.1503e-01,\n", + " 8.0264e-02, 8.2517e-02, -5.5305e-02, -1.1768e-01, -5.5024e-02,\n", + " -4.0631e-02, 5.5058e-02, -3.0103e-02, -1.3708e-02, -4.7523e-02,\n", + " -1.5087e-02, 1.0196e-02, -7.4297e-03, 4.5909e-02, -3.4873e-03,\n", + " 6.5345e-03, -8.3580e-02, -2.2941e-02, -5.3681e-02, 6.0409e-02,\n", + " -4.4018e-02, -1.0360e-01, -1.1562e-01, 1.1560e-01, -1.4434e-03,\n", + " -2.3169e-02, 3.0068e-02, -1.7445e-01, 4.3186e-02, 6.6103e-02,\n", + " -6.1207e-02, 2.0407e-01, -8.5580e-02, 2.7238e-02, -4.0028e-02,\n", + " -2.4874e-02, -3.9683e-02, -4.6737e-02, -5.0407e-02, 2.1016e-02,\n", + " 5.0805e-02, -1.4510e-03, -1.6641e-02, 3.9254e-02, -5.8193e-02,\n", + " -4.6452e-02, 3.4050e-02, -9.5315e-02, -3.6789e-02, 7.1892e-02,\n", + " -1.7678e-01, 6.4440e-02, -9.4712e-02, 7.1628e-02, -9.9155e-02,\n", + " 3.1993e-03, -9.2809e-02, -1.4075e-01, 4.9495e-02, 2.6812e-02,\n", + " -2.0903e-02, -7.2676e-02, -4.8262e-02, -1.0089e-01, -3.6742e-02,\n", + " 5.9245e-02, 5.7778e-03, -6.8968e-02, -9.2427e-03, -1.9557e-02,\n", + " 5.3600e-03, 1.5975e-02, -8.8211e-02, -5.1822e-02, 4.1611e-03,\n", + " -1.0023e-01, 6.9267e-02, 6.8400e-03, -7.6836e-02, -1.0431e-02,\n", + " 7.3596e-02, 6.7217e-02, 8.5371e-02, -8.0719e-02, -1.2290e-01,\n", + " 3.6945e-04, 1.1718e-01, -6.9809e-02, -9.9024e-02, -1.4840e-01,\n", + " 1.5997e-02, -1.0993e-01, -8.0660e-02, -1.0705e-01, -1.2745e-02,\n", + " -1.2986e-02, 2.4532e-02, 5.3248e-02, 1.9189e-02, -1.3375e-02,\n", + " -3.6296e-02, -7.8239e-02, 4.7332e-02, -2.9053e-02, -1.9499e-02,\n", + " -6.6485e-02, -2.1250e-02, -4.2672e-02, -8.2024e-02, -8.1351e-02,\n", + " -8.9959e-02, -1.3901e-02, -7.0075e-02, -8.2925e-02, -7.1737e-02,\n", + " 4.0327e-02, 1.9277e-02, -9.2309e-02, -5.7053e-02, -5.0018e-02,\n", + " -1.0186e-01, -2.5335e-01, -3.1588e-02, 2.2731e-02, 2.6649e-02,\n", + " -2.7793e-02, 9.5598e-02, -2.7437e-02, 2.6008e-02, -1.2188e-01,\n", + " -3.1583e-02, -1.1452e-01, -4.5263e-02, -9.9991e-02, -9.7824e-02,\n", + " -8.0818e-02, -6.4721e-02, 4.8815e-02, -9.1994e-02, -6.2005e-02,\n", + " -9.3439e-02, -6.3052e-02, -9.4674e-02, -9.1139e-03, -5.1104e-03,\n", + " 2.2302e-02, -7.2592e-03, -6.1536e-02, -4.0224e-02, -1.2194e-02,\n", + " -5.0976e-02, -4.1435e-02, 4.6077e-03, -7.7037e-02, -1.1271e-01,\n", + " -2.8697e-02, 4.5820e-02, 1.2351e-03, 1.7720e-02, -1.3660e-02,\n", + " -4.4712e-02, -1.8344e-01, 1.5368e-02, -3.6642e-02, 9.8411e-03,\n", + " -4.9670e-02, -1.3901e-01, 5.6113e-02, -1.5526e-01, -2.1385e-01,\n", + " -2.9478e-02, -1.0807e-01, -6.2420e-02, -8.5315e-02, -1.4957e-01,\n", + " 6.4303e-02, -8.0532e-02, -6.2750e-02, -8.4264e-02, -1.8904e-02,\n", + " -1.8970e-02, -4.7516e-02, 1.4014e-02, -1.6170e-02, -1.6056e-01,\n", + " -2.4450e-02, -3.3146e-02, -2.1757e-02, -9.9578e-02, 5.7499e-02,\n", + " -3.5133e-02, 1.3578e-02, 7.4952e-03, -2.6173e-02, 2.0284e-02,\n", + " -5.9353e-02, 1.8639e-02, -8.2435e-02, 3.1317e-03, -6.3031e-02,\n", + " 2.5431e-02, -3.2412e-02, 1.5484e-02, -7.1239e-02, 2.5012e-02,\n", + " -3.1950e-02, -1.5165e-01, -2.0520e-02, 5.9398e-02, -5.7582e-02,\n", + " 8.9468e-03, -1.7598e-01, -4.7102e-02, -8.2343e-02, 2.2838e-02,\n", + " -1.1826e-01, 1.6896e-02, -1.2250e-01, 4.9143e-02, -3.1080e-02,\n", + " 8.4133e-02, -1.5245e-01, 3.9442e-02, 8.7750e-03, -4.5157e-02,\n", + " -2.7348e-02, -1.3242e-01, -5.8362e-02, -8.6614e-02, 5.9548e-02,\n", + " -1.7448e-01, 8.1735e-02, 5.3137e-03, -8.9261e-02, 7.2023e-02,\n", + " -1.2011e-01, -2.0418e-02, 6.9912e-02, -2.8254e-02, -5.5049e-03,\n", + " -7.3350e-02, -2.0064e-01, -1.2997e-01, -6.8822e-02, -1.4080e-02,\n", + " 4.4765e-02, -1.2806e-01, -3.2615e-02, -9.6477e-02, 8.4426e-02,\n", + " -7.4945e-02, -1.3258e-02, -9.8831e-02, -9.7651e-02, -9.8774e-02,\n", + " 4.5569e-02, 7.1473e-02, -5.3017e-02, 3.0854e-02, -1.0203e-01,\n", + " -2.5931e-02, -1.9127e-02, -4.3186e-02, 9.1931e-02, -9.0020e-02,\n", + " 7.7260e-02, -1.0540e-01, -6.9562e-02, -5.2821e-02, -1.4137e-01,\n", + " -5.4485e-02, -1.4792e-01, 1.2444e-02, 7.9305e-02, 1.6976e-02,\n", + " 5.6281e-02, -5.0034e-02, -9.4223e-02, 5.0014e-02, -6.4389e-02,\n", + " -9.6374e-02, -1.2395e-02, 1.6991e-02, -7.5919e-02, -4.8153e-02,\n", + " -6.2486e-03, 8.4230e-02, 4.2237e-03, -8.4307e-02, -2.1625e-02,\n", + " -5.7297e-02, 2.3033e-01, -1.1155e-01, 2.9333e-02, -3.7273e-02,\n", + " -4.5407e-02, -1.0447e-01, -5.3914e-02, 8.0090e-02, -4.6270e-03,\n", + " -2.5479e-02, -8.2794e-03, -2.5881e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.7401e-02, -1.9291e-01, 4.3323e-02, 1.7938e-01, -8.0236e-02,\n", + " 2.4005e-01, -1.1202e-01, -7.8751e-02, 1.3820e-01, -2.4162e-01,\n", + " 1.9788e-01, -3.2046e-01, 3.5266e-02, 5.7152e-01, -5.9514e-02,\n", + " -2.5558e-02, 9.7958e-02, -4.7495e-02, -2.0452e-01, 3.0384e-04,\n", + " 3.0269e-01, 4.9826e-02, -2.9197e-02, 2.3859e-01, 1.9353e-01,\n", + " 1.0818e-01, 2.7912e-01, 6.2726e-02, -1.7285e-01, 4.8728e-02,\n", + " 1.9279e-02, -6.0480e-01, 3.9256e-01, -7.9017e-02, 1.6132e-01,\n", + " -1.3183e-01, 3.9428e-02, -1.7957e-01, -3.6977e-01, -9.7590e-02,\n", + " 2.4884e-01, -5.0123e-01, -1.2705e-01, 1.8036e-01, 2.6864e-01,\n", + " -3.3052e-02, 4.0202e-02, -2.3219e-01, -2.2097e-01, -7.6807e-01,\n", + " -1.4138e-01, -3.0365e-02, 1.5214e-01, 2.2344e-02, -1.1351e-01,\n", + " 5.1425e-01, -6.0770e-02, 1.0859e-01, 2.2945e-01, -5.8607e-02,\n", + " 1.5877e-01, 3.0504e-01, 1.5530e-02, -1.7050e-01, 2.5679e-02,\n", + " 3.4530e-02, -4.4972e-02, 1.1572e-01, -1.0898e-02, -2.4639e-01,\n", + " 2.0304e-01, 5.1958e-02, 8.2174e-02, -3.7794e-02, -9.4073e-02,\n", + " 1.0866e-01, -5.7799e-02, 5.4606e-02, 6.5927e-02, -2.3248e-02,\n", + " 3.0077e-03, -4.2155e-02, -3.7933e-02, -4.9624e-02, -1.0784e-01,\n", + " 3.4556e-02, -3.9302e-02, -1.0872e-01, -7.1739e-02, 9.6908e-03,\n", + " 9.0675e-03, -7.1353e-02, -8.7316e-02, 4.7099e-03, -6.6161e-02,\n", + " -2.3102e-02, -8.1012e-03, 6.9632e-02, 1.5587e-02, 9.7417e-02,\n", + " -3.4201e-02, 6.8928e-02, -9.7154e-02, 7.0142e-02, 7.6802e-02,\n", + " 1.1351e-01, 1.1783e-02, 4.7201e-02, 4.3435e-02, -7.4256e-02,\n", + " -9.7082e-03, -4.2258e-02, -1.5530e-02, -9.8819e-02, -1.4638e-01,\n", + " -4.6412e-02, -1.0261e-01, -1.4291e-02, -3.7498e-02, 7.4583e-02,\n", + " 4.3043e-02, -9.8697e-02, -2.0072e-02, 2.0106e-01, -1.4984e-01,\n", + " -6.7465e-02, -1.0095e-01, -8.5957e-02, -3.5652e-03, -1.1572e-01,\n", + " 4.6878e-02, -3.4828e-02, 6.4929e-02, -7.7147e-02, -2.4635e-02,\n", + " 6.6648e-02, -7.9239e-02, -1.7105e-01, -3.7808e-02, 2.5104e-02,\n", + " 4.2505e-02, 2.8048e-02, 1.4517e-01, 4.0346e-02, 9.6284e-04,\n", + " -4.8951e-02, 2.9839e-02, 3.6595e-02, -7.8285e-02, 5.8430e-02,\n", + " -3.1545e-02, 1.3572e-05, 3.9711e-02, 1.2736e-01, -8.7563e-02,\n", + " 3.9859e-02, 1.0033e-01, -7.4510e-02, -1.6218e-03, 3.5997e-02,\n", + " 4.7103e-02, 4.5471e-02, -1.7895e-02, -7.7034e-02, 5.9095e-02,\n", + " -4.3738e-02, 7.9470e-02, 5.1710e-02, 2.1161e-02, 3.7506e-02,\n", + " 6.1330e-02, 3.5609e-02, -1.2313e-01, 2.2542e-02, 5.6095e-02,\n", + " 5.3364e-02, -3.5278e-02, 7.1244e-02, 8.2379e-04, -5.6600e-02,\n", + " -1.1471e-02, -4.4076e-02, 4.8719e-02, 3.7014e-02, -1.7388e-02,\n", + " 1.2162e-03, -1.0723e-01, 3.7519e-02, -3.0026e-02, -3.3506e-02,\n", + " 1.1565e-02, 3.1384e-02, -6.5740e-02, 8.3105e-03, -1.7270e-02,\n", + " 7.8223e-03, 2.5945e-01, -2.7431e-02, 2.2435e-02, -2.7130e-02,\n", + " -7.4701e-02, 4.8946e-02, 7.8298e-02, 2.8335e-02, -6.6221e-02,\n", + " -5.1260e-03, 1.5789e-02, 1.3513e-01, 1.2040e-01, -1.4774e-02,\n", + " -1.4304e-01, -1.7764e-01, 1.2650e-02, 1.3414e-01, 8.3950e-02,\n", + " 1.1077e-01, -3.2819e-03, 5.2631e-02, 2.3453e-02, 6.4731e-03,\n", + " 1.8291e-03, 2.3977e-02, 2.0584e-01, 9.5416e-02, -3.4927e-02,\n", + " -1.7747e-01, -1.0400e-02, 9.0581e-04, 1.6166e-02, 5.9650e-04,\n", + " -4.8536e-02, -1.0709e-02, -9.3212e-02, -6.7488e-02, 1.1837e-01,\n", + " 1.2597e-02, 6.4708e-03, -9.4143e-03, 7.5260e-02, 5.7329e-02,\n", + " -8.8307e-02, -6.3424e-02, 1.6317e-02, -3.5685e-02, -6.1375e-02,\n", + " 2.3274e-02, 1.9794e-02, -9.0860e-03, -7.3606e-02, 9.4653e-02,\n", + " -2.8704e-02, -4.9168e-02, -2.9979e-02, -9.5690e-04, -1.3449e-01,\n", + " -1.3013e-02, -3.5617e-02, 9.0639e-02, -1.1522e-02, 8.8135e-03,\n", + " 1.6642e-02, 4.7921e-02, -3.1218e-02, 6.6427e-02, 2.2744e-02,\n", + " 1.6848e-01, 2.0963e-02, 8.0559e-02, 2.5272e-02, 4.7366e-03,\n", + " 4.9050e-02, -2.0236e-02, 5.1112e-02, 3.3184e-02, 2.3881e-02,\n", + " -2.0470e-02, 6.0018e-03, 7.2297e-02, -1.9234e-02, 1.5953e-01,\n", + " 2.2193e-02, 8.5221e-02, 2.5792e-02, -5.1984e-02, 3.1775e-02,\n", + " 8.4801e-02, 1.1435e-01, 3.5538e-02, -2.1207e-02, 8.3370e-02,\n", + " 2.7088e-02, -8.8519e-02, 9.1213e-02, 9.5087e-02, -1.2118e-02,\n", + " -8.5363e-02, 8.6120e-03, 1.2580e-02, -7.6445e-02, 9.3554e-03,\n", + " -5.4501e-02, -8.5012e-02, 1.8553e-02, -6.7776e-02, -6.8568e-02,\n", + " 2.3525e-02, 1.3468e-02, 1.0999e-01, -8.7911e-02, 1.0159e-01,\n", + " -5.1901e-02, 3.6815e-02, -3.4808e-02, 4.5627e-02, -8.6520e-02,\n", + " -2.3993e-02, -1.5043e-02, 2.7044e-02, -2.3963e-02, -5.5387e-03,\n", + " 8.8432e-02, 2.8200e-01, -2.5186e-01, -1.5410e-02, -1.6501e-02,\n", + " -1.4623e-03, -3.3067e-02, -3.3572e-02, -1.1046e-01, 5.6020e-02,\n", + " -1.3662e-02, -1.0006e-02, 9.0125e-02, 7.4870e-02, -1.2805e-01,\n", + " -2.1124e-01, -2.9786e-02, -1.3784e-01, 6.4861e-02, -9.5555e-02,\n", + " -1.2770e-01, 1.0024e-01, 1.4802e-02, -4.4453e-02, -8.7169e-02,\n", + " -3.9633e-03, -2.4002e-01, 5.7239e-02, 1.0228e-01, -3.3580e-03,\n", + " -9.9570e-02, 9.5709e-02, 5.9332e-02, -1.1028e-01, 1.9294e-01,\n", + " -1.4885e-01, 6.1422e-02, -4.2677e-02, -7.5416e-02, -3.4016e-02,\n", + " 2.7294e-02, -5.3553e-02, 2.9993e-02, -3.1759e-02, 4.0601e-01,\n", + " 2.3167e-02, 3.2866e-02, 4.1195e-02, -5.6629e-03, -3.2880e-02,\n", + " -9.0919e-02, -3.3525e-02, 3.9037e-02, 6.9891e-02, -8.6486e-03,\n", + " 3.0687e-02, 9.5992e-02, -4.4150e-02, -6.4296e-02, -3.0199e-01,\n", + " -2.2590e-01, -4.1151e-01, -4.3698e-01, 7.5826e-02, -2.4988e-01,\n", + " -8.2912e-02, -3.4150e-02, 1.7640e-01, -1.0418e-01, 2.3403e-02,\n", + " -2.0422e-01, -1.2157e-02, 3.6635e-02, 2.1835e-01, -1.2326e-01,\n", + " 3.8653e-02, 5.7464e-02, 2.0802e-03, -8.1775e-02, -1.7244e-01,\n", + " -6.4426e-02, -1.0049e-01, 2.9854e-02, -1.8018e-01, 4.8382e-02,\n", + " -3.8950e-02, -6.3456e-02, -1.5157e-01, -3.9102e-02, -3.3721e-02,\n", + " -2.4625e-01, 5.4934e-03, 1.3207e-01, -8.3650e-03, 8.7725e-02,\n", + " -2.9042e-01, 2.7721e-01, 1.0687e-01, 4.1447e-02, -1.5541e-01,\n", + " -9.4352e-02, -1.7287e-01, -4.3980e-02, -6.5762e-02, -5.7427e-02,\n", + " 6.6827e-04, 5.9933e-02, 1.3544e-01, -7.2072e-02, 7.1482e-02,\n", + " -8.5740e-02, 8.3660e-02, 1.0695e-02, 3.3234e-02, -7.0859e-02,\n", + " 1.9967e-02, -1.1350e-01, 1.6345e-02, 6.8226e-02, -2.1934e-01,\n", + " 4.6143e-04, -2.5745e-02, -3.2159e-01, 1.5358e-02, 7.9365e-02,\n", + " -3.4820e-02, -1.4596e-01, 7.2880e-02, -2.0824e-05, 4.7024e-02,\n", + " 2.5688e-01, -4.7095e-01, -6.6639e-02, 4.8159e-01, 2.6234e-01,\n", + " 3.5385e-01, 3.9258e-01, -3.4655e-01, -1.9475e-01, -9.8058e-02,\n", + " 8.9933e-02, -5.7762e-02, -1.6486e-01, 1.5234e-01, -3.8826e-01,\n", + " -2.0400e-01, -2.3079e-01, -2.1718e-01, -8.6208e-02, -1.4926e-01,\n", + " -2.0054e-01, -2.7061e-01, -1.2592e-01, -1.6973e-01, 2.1768e-01,\n", + " -1.5391e-01, -2.4069e-01, 2.1508e-01, -2.5296e-01, 4.2894e-01,\n", + " 3.7157e-03, 4.0459e-02, -4.6713e-01, -2.9303e-02, 2.1096e-01,\n", + " 1.6176e-01, 6.1145e-04, 1.8605e-01, -1.3775e-01, 3.4399e-01,\n", + " -5.6662e-01, -2.7615e-01, -5.0557e-01, 2.8335e-01, -5.8811e-01,\n", + " -7.0092e-01, 2.8765e-01, 3.3375e-01, -1.7870e-01, 2.1806e-01,\n", + " 2.2881e-02, -3.0103e-01, 1.0171e-01, -1.7965e-01, -1.1183e-01,\n", + " 7.2925e-02, -3.9713e-01, -1.0196e-01, -1.0436e-01, 7.9703e-02,\n", + " -5.9812e-02, -5.3056e-01, 6.5432e-02, 3.6535e-02, -5.3827e-02,\n", + " -6.2709e-02, -2.8601e-02, 5.2201e-03, 4.7674e-02, -6.8753e-02,\n", + " 9.7936e-02, 3.5278e-02, -2.0344e-02, -3.9926e-02, 3.8153e-02,\n", + " -1.1066e-01, -1.0533e-01, -8.5338e-03, -2.0358e-02, -6.9203e-02,\n", + " -2.9690e-02, -1.1890e-01, -5.2118e-02, 9.9308e-02, -6.5722e-02,\n", + " -6.0665e-02, 3.2036e-02, -1.4648e-01, -1.5592e-02, -6.1896e-02,\n", + " 2.2321e-03, -9.4182e-03, -1.2984e-01, 4.7386e-02, 9.7452e-02,\n", + " -2.6901e-02, -3.1980e-02, -2.7670e-02, 3.0195e-02, -2.8657e-02,\n", + " -1.7345e-02, -1.3053e-02, -8.2754e-02, -5.6725e-02, 4.4882e-02,\n", + " 5.9572e-02, -2.3670e-02, 1.8529e-02, -7.2095e-02, 6.0430e-03,\n", + " -1.3751e-02, 7.8475e-02, -4.7651e-03, 1.5870e-01, 5.7106e-02,\n", + " -1.9217e-02, 1.0148e-01, -2.0870e-02, -3.3065e-02, 5.4554e-02,\n", + " 3.1362e-02, 5.4967e-02, -1.7688e-02, -2.6511e-02, 5.2095e-02,\n", + " 5.4950e-02, 3.0885e-02, -2.7935e-01, -1.7911e-01, -3.6325e-02,\n", + " 8.0177e-02, -9.2838e-02, 2.6680e-01, 5.2826e-02, 5.2659e-01,\n", + " 2.3738e-02, -2.7004e-02, -1.1598e-01, 8.2998e-02, -5.3937e-03,\n", + " 1.2544e-01, 4.6839e-02, 1.3354e-01, -6.8599e-02, -7.4546e-02,\n", + " -7.6010e-02, -7.5588e-02, -1.3243e-01, -4.3550e-01, -3.6437e-01,\n", + " -2.3909e-02, -1.5308e-03, -1.0018e-02, -2.7686e-02, 1.8601e-02,\n", + " -2.1496e-03, 1.0781e-01, -1.0217e-01, -6.2894e-02, 6.3951e-02,\n", + " 2.2398e-02, -1.0495e-01, -1.0544e-01, 4.1004e-02, -6.6425e-03,\n", + " -3.1254e-03, -1.4618e-01, -2.8819e-02, 4.8572e-03, 5.5334e-02,\n", + " -2.4217e-01, -2.2615e-01, -1.6632e-01, -9.2963e-03, 2.9202e-02,\n", + " -6.0500e-04, -2.3830e-01, -1.0281e-01, -1.0042e-01, 4.7992e-03,\n", + " 3.5260e-01, -1.2483e-01, -1.1267e-03, 2.3980e-02, -1.2845e-01,\n", + " 1.9506e-01, 9.3427e-02, -1.6417e-02, 6.6907e-02, 9.7830e-03,\n", + " 4.8175e-03, 7.3457e-02, 5.4863e-02, 7.7609e-02, 7.5370e-02,\n", + " -1.4311e-01, -3.1666e-02, -9.1558e-02, 1.0005e-01, -6.1133e-02,\n", + " -1.1792e-01, 9.4439e-02, 5.4228e-03, -2.7255e-02, 7.1354e-02,\n", + " 1.1114e-01, -3.9307e-02, 8.5591e-02, -2.6156e-02, 8.7522e-02,\n", + " -1.1720e-02, 1.2673e-01, -1.9623e-02, -4.9810e-02, 4.1353e-02,\n", + " 2.1537e-02, 3.2684e-02, -6.0462e-02, -5.7426e-02, 3.7954e-02,\n", + " 1.2734e-01, -2.6477e-02, 2.0659e-02, 1.0931e-03, -1.0296e-02,\n", + " -1.2209e-01, 5.4027e-02, 3.3193e-02, 1.1389e-01, 1.4029e-01,\n", + " -6.6942e-03, 1.0500e-02, -1.1846e-01, -2.1476e-02, 9.7272e-02,\n", + " -1.1038e-01, -3.9916e-02, 1.1623e-01, 7.3951e-02, 7.8511e-02,\n", + " -1.4695e-02, -2.5335e-02, 1.8448e-01, -1.7120e-02, -3.6414e-01,\n", + " 6.1059e-02, 3.4991e-02, -1.8360e-01, -5.5163e-02, 1.2012e-02,\n", + " -1.1553e-02, 1.0856e-02, 1.2387e-01, 5.9824e-02, 4.5210e-02,\n", + " 1.2616e-01, -5.2116e-02, -2.8955e-01, -2.5435e-02, -3.5189e-02,\n", + " -2.8003e-01, -1.6785e-03, 2.0809e-02, -1.8647e-02, 3.6469e-02,\n", + " 1.0084e-01, -3.1630e-02, 1.4494e-01, 2.7698e-02, 9.1592e-02,\n", + " 1.7535e-02, -6.8275e-02, -6.4260e-03, -1.7920e-01, 7.6568e-02,\n", + " 1.5092e-01, 1.3750e-02, 1.4350e-02, -3.1672e-02, -6.9084e-02,\n", + " -2.6363e-02, 2.6504e-03, -3.0310e-01, 1.5175e-02, 1.5714e-02,\n", + " -6.7489e-02, -4.6076e-02, -2.4279e-02, 3.4887e-02, 4.4388e-02,\n", + " -3.8094e-05, 8.2800e-03, -5.3391e-02, -3.3122e-02, 1.3488e-03,\n", + " -8.6461e-03, -7.5108e-02, 9.4278e-03, -9.8894e-02, -1.7617e-01,\n", + " 5.8668e-02, -6.0852e-03, -8.1850e-03, -1.5102e-03, -1.4256e-01,\n", + " 2.7651e-02, 1.3266e-01, -4.5344e-02, 3.4987e-03, 4.7621e-02,\n", + " 1.4191e-01, -6.6175e-02, 4.5432e-02, 2.9622e-02, 3.3786e-02,\n", + " -2.9737e-02, 1.0960e-02, 6.1805e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.8864e-03, -3.7920e-03, -1.0204e-02, 9.6965e-03, -9.4182e-04,\n", + " -9.1801e-03, -6.6994e-03, -6.8458e-03, 1.0434e-03, 1.1223e-02,\n", + " -6.3290e-04, -1.4645e-02, -1.7272e-03, -1.7601e-04, -5.9446e-03,\n", + " -2.0997e-03, -3.7822e-03, 8.9314e-03, 6.8931e-04, -9.1639e-03,\n", + " 7.5055e-03, 8.7156e-04, 6.5694e-03, -6.9106e-03, 4.8351e-03,\n", + " -1.1603e-03, 5.5579e-03, 4.9860e-03, 1.3077e-03, -3.7074e-03,\n", + " -2.7086e-03, 8.2095e-03, -3.3429e-03, 4.0947e-03, 7.9517e-03,\n", + " 3.0151e-03, 5.9390e-03, 2.5865e-03, 3.6677e-04, 1.1440e-02,\n", + " -1.6160e-03, -3.2119e-03, 2.7412e-03, 2.6648e-03, -1.1376e-02,\n", + " -7.2017e-03, 2.1323e-03, -6.9598e-05, 7.5300e-03, 5.3440e-03,\n", + " 7.6919e-04, -2.5566e-03, -6.7765e-03, -2.5441e-03, -3.3530e-03,\n", + " 9.6085e-04, 5.9524e-03, 8.5567e-03, -9.3078e-03, -2.2102e-03,\n", + " -3.1527e-03, -1.3124e-03, -5.5001e-03, 1.4377e-03, -3.4542e-03,\n", + " -2.0842e-03, 1.8147e-03, -2.7070e-03, 8.9651e-03, 6.5369e-03,\n", + " -4.4592e-03, -1.8053e-03, -5.5572e-04, -8.1231e-04, 2.2218e-03,\n", + " -6.3143e-03, -2.3270e-03, 9.6768e-04, -2.5219e-03, -5.3091e-04,\n", + " 1.2673e-03, -9.8661e-05, 3.1251e-04, -1.1379e-03, -3.0799e-03,\n", + " -4.2686e-03, -4.7291e-03, -2.1221e-03, 4.3327e-03, -1.3494e-03,\n", + " -1.7631e-03, -2.0291e-03, -1.9567e-03, -3.6595e-05, -3.4878e-03,\n", + " 1.4382e-03, -1.5259e-03, -9.2281e-03, -2.3213e-03, -2.2544e-04,\n", + " -2.4641e-03, -9.4448e-03, -2.6212e-03, -7.5622e-03, 3.1935e-03,\n", + " -2.8990e-03, 1.1717e-03, 7.6283e-03, 1.7658e-04, -6.1153e-04,\n", + " -3.2401e-04, 6.5781e-04, 3.1908e-03, -2.0966e-03, -5.4493e-03,\n", + " 3.1613e-03, -3.9642e-03, -4.5325e-03, 3.4783e-03, 8.8594e-04,\n", + " 2.6833e-03, 1.7678e-03, -4.0250e-04, -5.1945e-03, 1.6859e-03,\n", + " 1.6479e-03, -4.1935e-03, -5.7644e-03, -4.6200e-03, -1.4830e-03,\n", + " 1.5467e-03, -6.2534e-04, -1.4941e-03, 2.8613e-04, 1.8572e-03,\n", + " -6.1249e-03, 6.0235e-04, -4.2025e-04, -1.9017e-03, -1.5404e-03,\n", + " -1.7946e-03, 5.1760e-03, -3.1946e-03, 4.7664e-04, -8.2404e-04,\n", + " 3.8312e-04, -1.5869e-03, 1.6525e-04, -1.2294e-03, -4.4211e-03,\n", + " 6.8137e-04, -3.8578e-04, 2.0197e-03, -1.0238e-03, 5.8450e-04,\n", + " 1.0547e-03, -1.4884e-03, -8.7190e-05, 3.8967e-04, 1.1453e-04,\n", + " -5.0942e-03, 9.1090e-04, -2.2266e-03, 2.0957e-03, -2.2978e-04,\n", + " 7.8712e-03, -2.5771e-03, -8.2943e-04, -1.2981e-03, -4.4920e-03,\n", + " 2.3816e-03, 1.4135e-03, 1.6135e-03, -1.2878e-03, 1.7790e-03,\n", + " -3.8769e-04, -6.4455e-03, 1.9155e-04, -1.5852e-03, 6.1532e-04,\n", + " 3.3506e-03, -2.0754e-03, -1.0843e-03, 2.7724e-03, -2.4932e-03,\n", + " -4.0104e-04, -2.2142e-03, 2.0399e-03, -2.4692e-03, 2.2686e-03,\n", + " -9.1335e-04, -9.8656e-04, -2.3671e-03, 9.2383e-03, -1.4735e-02,\n", + " 4.1297e-03, 8.6690e-03, 1.8570e-03, 2.2227e-03, -7.9687e-03,\n", + " 3.5640e-04, 2.3982e-03, -1.1389e-03, 5.5696e-03, -3.6811e-03,\n", + " 5.0381e-03, -1.7867e-03, 8.3245e-04, -7.3718e-03, 5.9949e-03,\n", + " -1.7438e-03, -8.1021e-03, 6.4859e-03, 5.7550e-03, 2.9357e-03,\n", + " 5.7179e-03, 4.6345e-03, 5.9657e-03, 4.8382e-03, -1.5555e-03,\n", + " 1.1156e-03, 4.5944e-03, 1.5010e-02, -2.0269e-03, -4.8763e-03,\n", + " -2.0839e-04, -5.1766e-03, 1.7482e-03, -1.8701e-03, 1.1025e-04,\n", + " -5.6711e-03, 2.1185e-03, -7.2874e-03, 2.2598e-03, 1.0162e-02,\n", + " 1.8845e-03, -1.4699e-03, -3.7169e-03, -2.6841e-03, -1.6907e-03,\n", + " -6.3081e-03, 4.3452e-03, 4.6513e-03, -5.9412e-03, 8.4986e-03,\n", + " 2.9962e-03, -4.8494e-04, 1.3852e-03, -8.3101e-03, 4.3592e-03,\n", + " 4.3225e-03, 1.3832e-03, 2.7971e-03, -1.1173e-03, -1.3535e-02,\n", + " -2.3157e-03, -2.3111e-03, 1.1161e-03, 5.7665e-03, -8.4509e-04,\n", + " 2.7114e-04, -8.9070e-04, 3.0386e-04, -4.6601e-04, -2.0390e-03,\n", + " 6.6251e-03, -3.0459e-03, 9.1050e-04, -9.0437e-04, -1.1776e-04,\n", + " 2.9888e-03, -3.3928e-03, 1.6084e-03, -3.1888e-03, 2.4842e-03,\n", + " -6.1281e-05, -1.4499e-03, 2.5702e-03, -7.3600e-04, 7.7803e-03,\n", + " 4.8451e-03, -5.9787e-04, -4.6689e-03, -7.9980e-03, 9.8724e-04,\n", + " -3.2834e-04, 4.4747e-04, -1.0137e-03, 1.5330e-03, -4.0473e-04,\n", + " -3.2741e-03, -6.7506e-03, 5.2435e-04, 2.0359e-03, 1.4207e-03,\n", + " 2.9997e-03, -3.8783e-03, -5.6306e-04, -3.4150e-03, 3.6326e-05,\n", + " -3.7099e-03, -3.5370e-03, 1.8841e-03, -5.1860e-03, -1.7327e-03,\n", + " -8.6447e-04, -2.0851e-03, 6.1789e-03, -3.3506e-03, 1.0383e-02,\n", + " -3.2912e-03, 5.1046e-03, -8.8663e-04, -1.3625e-03, -7.3437e-03,\n", + " 8.1199e-04, 7.3736e-04, 2.4696e-03, 3.0135e-03, 3.9140e-03,\n", + " 3.8263e-03, 9.8112e-03, -1.2032e-02, -5.9389e-03, 2.8625e-03,\n", + " -2.6579e-03, 5.9393e-04, 1.6701e-04, -9.0945e-03, -1.1272e-03,\n", + " -4.5967e-03, -5.8125e-03, 2.0422e-03, 5.5889e-03, 1.6407e-05,\n", + " -4.2698e-03, -8.8266e-03, -1.1785e-02, 5.4829e-03, -4.7904e-03,\n", + " -1.5639e-02, -2.2440e-03, 3.5186e-03, -8.7062e-04, -4.1537e-03,\n", + " -1.0835e-02, -9.7388e-03, 1.6305e-03, 8.7105e-03, -6.3246e-03,\n", + " -4.8037e-03, 1.2816e-03, -3.2646e-03, -4.7552e-03, 5.3130e-03,\n", + " -9.9705e-03, 7.4446e-03, -4.1645e-03, 3.2563e-03, -9.0932e-03,\n", + " 4.2611e-03, -4.2160e-03, -1.5179e-03, -2.4368e-03, 9.5646e-03,\n", + " 4.4721e-03, -3.6140e-03, 7.5697e-03, -5.9208e-03, -1.0227e-02,\n", + " -6.3301e-03, 6.7129e-03, 6.3966e-03, 6.7046e-03, -1.6842e-03,\n", + " 4.1417e-03, 7.1355e-03, -2.9689e-04, -7.0472e-03, -9.7944e-03,\n", + " -5.1884e-03, -8.6330e-03, -1.4939e-02, -1.8159e-03, 4.6790e-04,\n", + " 4.7333e-03, -5.9530e-03, -5.6735e-05, 6.6876e-04, 2.3838e-03,\n", + " -2.1449e-03, -4.1451e-03, -9.3098e-04, 3.0214e-03, 1.3008e-03,\n", + " -1.1650e-03, 1.2669e-03, -1.4863e-03, -1.3163e-03, 3.6620e-04,\n", + " -1.6640e-03, -1.1364e-03, -1.8480e-03, -9.0164e-04, 1.1377e-03,\n", + " 1.2703e-04, 1.2299e-03, -5.0128e-03, -1.0981e-03, -3.5256e-03,\n", + " 1.9365e-03, 4.0605e-03, 4.2061e-03, 2.0532e-04, 9.9544e-04,\n", + " -3.9466e-03, 1.4191e-03, 2.3726e-03, -1.2348e-03, -8.5911e-04,\n", + " -7.6963e-03, 1.6002e-03, -1.9623e-03, -2.0168e-03, 1.4708e-03,\n", + " 2.7847e-03, -2.2359e-04, -2.6114e-03, 4.3120e-03, 2.9389e-03,\n", + " -4.3910e-05, 7.6802e-04, 3.4301e-03, 1.8255e-03, -7.2051e-04,\n", + " -3.8689e-03, 8.7396e-04, 2.4040e-03, 9.9436e-04, -2.9554e-03,\n", + " 3.0419e-03, 4.7947e-03, 5.2486e-04, -2.1069e-03, 6.5562e-03,\n", + " -4.0207e-03, -1.9228e-03, 6.2938e-03, -2.2470e-03, 3.7082e-03,\n", + " 6.0265e-04, -2.2564e-03, 5.5990e-03, 1.6672e-03, -7.3592e-04,\n", + " -7.7785e-04, -1.1941e-03, -3.3078e-03, 2.9185e-03, -1.1964e-03,\n", + " 1.1070e-03, 4.2601e-03, -3.1079e-03, -6.9167e-04, -4.2888e-03,\n", + " 4.5363e-03, -2.5049e-04, -2.2041e-03, 1.4667e-03, 7.1591e-05,\n", + " 1.4709e-03, -5.4180e-04, 1.2851e-03, -2.9364e-03, 1.7520e-03,\n", + " 2.5921e-03, -5.9296e-04, -2.3190e-06, 1.7449e-03, 5.9809e-03,\n", + " -3.8634e-03, 3.5763e-03, -4.2118e-04, -1.5737e-03, 1.6124e-03,\n", + " 2.0291e-03, -1.7407e-03, -2.4228e-03, -1.3183e-03, -4.1393e-05,\n", + " -1.4261e-03, -1.7750e-03, -2.8010e-03, -1.4559e-03, 2.9431e-03,\n", + " -1.1614e-03, 5.4140e-04, 1.0681e-03, -1.6632e-03, -1.7974e-03,\n", + " 3.5012e-03, 1.3842e-03, 2.5939e-04, 4.0897e-04, -1.1220e-03,\n", + " 2.4114e-03, 6.6540e-03, -2.3331e-03, -1.7094e-03, 2.6322e-04,\n", + " 3.5295e-03, -4.1708e-03, 8.7087e-04, 2.5144e-03, 6.1607e-03,\n", + " 4.3703e-04, 4.5960e-03, -2.5320e-03, 2.9805e-03, -3.3104e-03,\n", + " 1.8067e-03, -1.2367e-02, 3.9774e-04, 4.1174e-03, 1.8460e-03,\n", + " -2.4544e-03, -6.3479e-03, 7.4358e-03, -4.4827e-07, -2.0132e-03,\n", + " 4.2510e-03, 5.9132e-03, 1.7954e-03, 1.3392e-03, 4.1095e-03,\n", + " -2.3878e-03, -2.9876e-03, -4.6853e-03, -2.2183e-04, -1.2802e-03,\n", + " -1.0531e-03, -3.4892e-03, -3.1661e-03, 1.6409e-03, 3.1161e-03,\n", + " 1.0700e-03, 3.6358e-04, -4.6413e-04, -6.3655e-03, -2.7087e-03,\n", + " -4.3630e-03, -5.3657e-03, -3.7727e-03, -2.4930e-03, -8.9650e-03,\n", + " 7.1695e-03, -2.8698e-03, -1.4860e-03, -4.4762e-03, -2.0421e-03,\n", + " 4.2984e-03, -5.1646e-03, 8.0363e-03, 4.3941e-03, 4.8997e-04,\n", + " -9.4026e-04, 3.7241e-03, -3.2480e-03, -7.3976e-03, 2.7683e-03,\n", + " -1.1384e-04, -1.3450e-03, -7.4123e-03, -2.3809e-03, -1.9191e-03,\n", + " 4.0261e-03, 4.0378e-03, 1.9171e-03, 5.2539e-03, -8.0426e-03,\n", + " -7.7738e-03, 2.1508e-02, -1.1017e-02, 5.2020e-03, -4.8865e-03,\n", + " 5.9453e-05, 4.7726e-03, -7.0948e-03, 6.6702e-03, -1.8048e-03,\n", + " -3.4444e-04, -1.2458e-02, 4.9001e-04, -2.3609e-03, -2.0094e-03,\n", + " -3.8489e-04, -2.7201e-03, 1.1727e-02, 6.6617e-03, 7.4070e-03,\n", + " -1.0998e-03, 6.6015e-04, -2.0887e-04, 7.0304e-04, 7.7849e-03,\n", + " -3.1964e-03, 5.8595e-03, 4.6069e-03, -1.3459e-03, 7.2665e-03,\n", + " -5.6875e-03, 3.2508e-03, 2.6177e-03, 3.1561e-03, -5.0458e-04,\n", + " -8.8344e-03, 6.6315e-04, 7.4492e-03, 2.0102e-03, -4.8155e-03,\n", + " 5.9655e-03, 1.4672e-02, 2.3976e-04, -4.4565e-03, -4.4663e-03,\n", + " -5.1171e-03, 2.3899e-03, 5.8440e-03, 7.5458e-03, -5.4085e-04,\n", + " -2.1859e-02, 1.6570e-02, -6.4025e-03, 2.5339e-03, 2.5311e-03,\n", + " -2.7487e-03, -1.2058e-02, 5.6184e-03, 4.7682e-04, -6.0213e-03,\n", + " 3.1070e-03, -2.1259e-03, -7.6522e-04, -1.8059e-04, 4.8791e-03,\n", + " 1.1708e-03, -3.7747e-03, -2.3746e-03, 2.4899e-03, -6.7272e-03,\n", + " -3.2433e-03, -1.1775e-05, 5.3036e-03, 9.1220e-04, 7.8102e-04,\n", + " 4.0655e-03, 4.2874e-03, 8.8439e-03, 3.4074e-03, -6.4734e-03,\n", + " -6.2925e-03, -3.6042e-03, -3.7622e-03, -5.1092e-03, 8.5398e-03,\n", + " 4.6334e-03, -1.0576e-02, -6.1426e-04, 4.8565e-04, -3.6687e-03,\n", + " -4.0892e-04, 4.4586e-03, 4.4266e-03, 1.3382e-04, -8.1909e-03,\n", + " -7.2138e-04, -2.0883e-03, -9.2540e-04, 1.4711e-02, 8.1801e-03,\n", + " -1.9486e-03, 2.2548e-03, -5.8958e-03, 6.4875e-04, -3.1496e-04,\n", + " 4.7867e-03, 2.6504e-03, 1.7183e-03, 5.7314e-04, 3.8297e-03,\n", + " 1.2167e-02, 6.1022e-03, 1.1039e-02, -4.8437e-03, -1.9810e-03,\n", + " 5.9115e-03, -2.1197e-03, -6.1378e-03, 3.2512e-03, -6.8234e-03,\n", + " -6.3618e-03, 3.4486e-03, -3.9694e-03, 9.0210e-03, 5.5330e-03,\n", + " -1.6106e-02, -6.7415e-03, 8.2348e-03, 1.3659e-03, -2.6068e-03,\n", + " 2.1291e-03, 1.2475e-04, 9.6433e-03, -3.9675e-03, 4.9522e-03,\n", + " -2.0645e-03, -1.9196e-03, -6.7336e-03, 3.0581e-03, 1.2371e-02,\n", + " -4.5600e-05, 1.2580e-03, -2.3360e-03, 8.6142e-03, -6.8681e-03,\n", + " -1.1791e-02, -3.7670e-03, 5.5993e-03, 7.9832e-03, 7.3518e-04,\n", + " -1.2464e-03, -5.2448e-03, 8.3337e-03, -1.5569e-03, -2.9295e-03,\n", + " 1.6983e-03, -5.7960e-04, 8.2921e-03, -4.0819e-03, -6.2789e-03,\n", + " -7.9830e-04, 2.0727e-04, 3.9924e-03, -6.8986e-03, -1.1345e-03,\n", + " 5.1001e-03, -2.8266e-03, -3.2442e-03, -7.8169e-03, 4.3664e-04,\n", + " -3.7742e-03, -8.2126e-04, -3.1569e-03, 2.1225e-03, -4.5232e-03,\n", + " 1.4649e-03, 7.0737e-03, 1.8060e-03, -1.4328e-03, -2.4855e-03,\n", + " -1.9413e-03, 6.0605e-03, -8.9847e-04, 1.5735e-03, 3.8169e-04,\n", + " 3.4617e-03, -3.0984e-03, 1.8808e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 4.5738e-02, 5.4060e-02, 6.8116e-03, 6.5594e-03, 1.1418e-02,\n", + " -6.2234e-02, -3.8486e-02, 5.1516e-02, -2.6638e-02, -1.3844e-02,\n", + " 7.6829e-02, 2.0616e-03, -2.2336e-02, -4.0005e-02, -3.0773e-02,\n", + " 7.1391e-04, 3.4531e-02, -4.6206e-03, -1.6876e-03, -5.8001e-02,\n", + " -8.2514e-02, 9.7684e-03, -3.0995e-02, -1.8354e-02, -5.8660e-02,\n", + " 1.2928e-01, -2.3430e-02, 4.3221e-02, -1.7451e-02, -2.0318e-02,\n", + " 5.0006e-03, 5.4496e-03, 2.3911e-02, -2.5579e-02, 3.8921e-02,\n", + " 1.2335e-02, -5.6021e-02, 4.9597e-02, -5.5645e-02, -5.5621e-02,\n", + " -2.6764e-02, 2.7499e-02, 3.4258e-02, 9.1302e-02, -4.0228e-02,\n", + " -2.0094e-02, -2.7890e-02, -1.7142e-02, 3.5876e-02, -6.7437e-02,\n", + " 1.8707e-02, -1.9219e-02, 3.0533e-02, -8.7052e-03, -1.0841e-01,\n", + " 3.1059e-02, 4.1276e-02, -2.2803e-02, 8.8845e-02, 6.7064e-03,\n", + " -3.5659e-02, 2.4537e-02, -3.5974e-03, -1.3669e-02, -2.1372e-02,\n", + " -3.1748e-02, -9.6244e-03, 1.3381e-02, -2.1192e-02, 7.3801e-03,\n", + " -1.5336e-03, -1.0199e-02, 2.7004e-02, 1.4522e-03, -1.2905e-02,\n", + " 1.4673e-02, -1.0017e-02, 1.0340e-02, 1.7587e-02, -6.6074e-03,\n", + " -1.5740e-02, -3.8136e-04, -2.5764e-02, 1.2074e-02, 5.9462e-03,\n", + " -3.8016e-03, -7.3528e-03, 8.5183e-03, 1.8761e-03, -7.0704e-04,\n", + " 2.7768e-02, 1.9859e-02, -4.4256e-03, -1.5318e-02, -1.5926e-02,\n", + " -1.8873e-02, 9.0146e-03, -1.6359e-02, -7.6257e-03, -3.1054e-02,\n", + " 3.7175e-04, -1.2971e-02, -9.2432e-03, -7.9731e-03, 1.4280e-02,\n", + " -6.5783e-03, 6.6466e-05, 5.2154e-03, 1.4880e-02, 3.4392e-03,\n", + " -1.4999e-02, -1.6617e-03, 2.0139e-02, 1.2562e-02, -7.0828e-03,\n", + " 1.4245e-02, 5.8190e-03, -1.5577e-02, -3.6502e-03, 5.1390e-03,\n", + " 6.5000e-03, -7.0216e-03, 1.2160e-02, -1.0279e-02, 1.8282e-02,\n", + " -7.4902e-03, 9.9139e-03, -1.5963e-02, -2.8592e-02, 4.6317e-03,\n", + " 7.6059e-03, 2.1920e-02, 1.3328e-02, -1.1694e-02, 1.3372e-02,\n", + " 1.7906e-03, 3.9766e-02, -7.3308e-04, -1.6948e-02, -1.2797e-02,\n", + " -3.3425e-03, 2.4924e-02, 3.1228e-02, 9.2781e-03, 2.5796e-02,\n", + " -1.8840e-02, -2.7123e-02, -5.9001e-03, 2.2847e-02, -2.5211e-02,\n", + " -3.1423e-02, -2.9189e-02, 3.3303e-03, 9.5530e-03, -8.5212e-03,\n", + " 8.7912e-03, 1.0325e-02, 9.0434e-03, 3.9793e-02, 1.3290e-02,\n", + " 1.0464e-02, 2.5935e-02, 1.7893e-02, 1.3260e-02, -1.5206e-02,\n", + " -2.6480e-02, 2.3672e-02, -1.2244e-02, 7.7961e-03, 2.1565e-03,\n", + " 1.1181e-02, -1.9732e-02, -1.0842e-02, 2.4202e-03, 1.3086e-02,\n", + " 2.8121e-02, -3.1649e-02, 7.2478e-03, 1.2495e-02, -8.7636e-03,\n", + " -6.1758e-03, -1.7599e-02, 1.1346e-02, -8.9381e-03, -3.1718e-03,\n", + " 1.1466e-02, 3.4767e-02, -3.0738e-02, -2.3501e-03, -1.7291e-02,\n", + " -1.6155e-02, -1.6215e-02, -5.4094e-03, -1.6692e-02, -1.3919e-02,\n", + " -5.9826e-02, 1.1018e-02, -3.6353e-02, 9.8880e-03, 5.0697e-03,\n", + " -5.9095e-03, -3.6296e-02, 9.6645e-04, 1.3894e-02, 7.6008e-03,\n", + " -1.7017e-02, -2.8648e-02, 1.0463e-02, -3.8293e-03, 6.7040e-03,\n", + " 2.4638e-04, 8.1397e-03, -2.4258e-03, -8.1946e-03, -1.8011e-02,\n", + " 2.8132e-02, 6.7150e-03, 2.2642e-03, 1.6945e-02, 2.1516e-02,\n", + " 2.8668e-02, 1.5520e-02, 8.3782e-03, -8.2259e-03, 2.4867e-02,\n", + " 8.9144e-03, -9.0029e-03, -1.1116e-02, -4.3535e-03, 4.7812e-03,\n", + " 3.0893e-02, -1.0940e-02, 1.6094e-02, -1.8200e-02, 5.9884e-04,\n", + " -8.3336e-03, -5.2415e-03, -9.7981e-03, -5.3629e-03, -2.0483e-02,\n", + " 7.5786e-03, -5.0450e-03, 1.4225e-02, 4.2740e-02, -3.7598e-02,\n", + " 2.1308e-02, -7.7719e-03, 1.4394e-02, 3.5008e-02, 2.1804e-02,\n", + " -1.5501e-02, -1.5751e-02, -1.8285e-02, -1.8029e-02, -3.5182e-03,\n", + " -1.2817e-02, -2.9035e-02, -1.6179e-04, 1.4140e-02, 9.3429e-03,\n", + " -4.7303e-03, -8.2208e-04, 1.7819e-02, 3.6203e-03, 1.9417e-02,\n", + " -1.0137e-02, 7.6455e-03, 2.0412e-02, -6.8408e-03, 1.4567e-02,\n", + " -6.6725e-03, 4.3297e-03, -4.8947e-03, 9.8093e-03, -5.2336e-03,\n", + " 7.9865e-03, 6.8182e-05, 7.4595e-03, -2.0245e-02, -1.5482e-02,\n", + " 9.3461e-03, 4.7828e-03, 1.2332e-02, 1.9932e-02, 2.5046e-02,\n", + " 9.3578e-03, 3.5525e-03, 2.5693e-02, -2.1706e-02, -2.8862e-03,\n", + " 1.6819e-02, 1.8929e-02, -2.6021e-02, -9.5851e-04, 2.0031e-02,\n", + " 7.1706e-03, -1.0658e-02, 1.3796e-03, 1.4438e-02, 6.5283e-03,\n", + " 5.5566e-04, 1.5362e-02, 7.9920e-03, -8.3282e-03, 2.4289e-02,\n", + " -1.1444e-02, -1.6465e-02, -1.9315e-02, 9.3850e-03, 3.3091e-03,\n", + " -8.3314e-03, 8.2765e-03, 1.8024e-02, -8.3783e-03, -2.5804e-02,\n", + " 5.6153e-03, 4.6136e-03, 1.1985e-02, -1.5193e-02, 7.3023e-04,\n", + " 4.1302e-02, 8.9764e-02, -2.3806e-02, -8.8155e-02, -1.7469e-02,\n", + " -1.4600e-02, 4.2978e-02, -3.9046e-02, 2.5730e-02, -3.9445e-02,\n", + " 2.0419e-04, -2.9998e-02, 1.6834e-02, 5.0792e-03, 1.4156e-02,\n", + " 8.0001e-02, 5.6412e-03, -8.8589e-03, -2.0408e-02, -2.2367e-03,\n", + " 2.9574e-03, -1.7497e-02, 3.6145e-02, -7.1696e-03, -1.6583e-02,\n", + " -1.5195e-02, -1.1783e-01, 2.5482e-02, 2.5890e-02, -3.4386e-02,\n", + " 2.2777e-01, 6.3421e-02, -2.6587e-02, -6.6445e-02, 8.0680e-02,\n", + " -1.0756e-02, 6.0179e-02, 2.9442e-02, -7.7175e-03, 4.1876e-02,\n", + " 1.5583e-03, 3.4619e-02, -2.5976e-01, 3.1439e-02, 7.0228e-02,\n", + " -4.0085e-02, -2.4246e-02, 3.7964e-02, 1.8443e-02, 5.3255e-02,\n", + " 7.4902e-02, -6.3729e-03, 3.4789e-02, 6.1687e-03, 4.5933e-02,\n", + " -5.7235e-02, 2.3929e-02, 5.8945e-02, -7.4002e-02, -6.7214e-03,\n", + " -1.8440e-02, 4.7118e-03, -4.4746e-02, 9.2411e-02, -1.5237e-02,\n", + " -2.5598e-02, 3.4688e-02, 7.1165e-03, -1.5611e-02, 3.7053e-02,\n", + " 1.8952e-02, -4.2247e-02, -1.8364e-02, 1.6282e-02, 2.0554e-02,\n", + " 5.5451e-02, 2.4814e-02, -5.3418e-03, -1.3918e-03, 4.9183e-03,\n", + " -2.9443e-03, -2.2746e-02, 3.3954e-02, -7.0161e-03, 3.1266e-02,\n", + " 3.5897e-02, -1.1167e-02, -1.7973e-02, -2.4982e-02, 1.5816e-02,\n", + " -1.6401e-02, -4.3393e-03, 1.0676e-04, 3.9358e-03, -2.9543e-03,\n", + " -8.6158e-03, 1.8521e-02, 2.9346e-03, 3.1651e-02, 1.4023e-02,\n", + " -3.2715e-02, 1.9613e-02, 1.2917e-02, -2.2137e-02, -8.7689e-03,\n", + " 1.2457e-02, 6.1458e-03, 1.5590e-02, -2.6444e-02, -2.5736e-02,\n", + " 2.7821e-02, -3.1836e-02, 3.5742e-03, -2.1086e-02, -1.3115e-02,\n", + " -2.3918e-02, 2.5447e-02, -2.1790e-02, -1.3324e-02, 1.6237e-02,\n", + " 3.2162e-02, 1.5902e-02, 2.7387e-02, 1.2101e-02, 3.8885e-03,\n", + " 4.9779e-03, -8.6542e-03, -3.7031e-02, 1.4921e-02, 3.4198e-02,\n", + " -3.1670e-02, 6.8530e-02, 5.0782e-03, -1.4548e-02, -2.1819e-02,\n", + " -1.0860e-02, -9.3261e-04, 6.3181e-03, -8.2895e-04, 1.5920e-03,\n", + " -2.2638e-02, 1.6502e-02, -2.1362e-02, 1.3103e-02, 1.2195e-03,\n", + " 9.1683e-03, 9.3849e-03, -7.2100e-03, 1.4608e-02, -3.0782e-02,\n", + " 7.5216e-03, -4.0434e-03, 9.6405e-03, 2.7423e-03, -1.1360e-02,\n", + " -2.5903e-02, -3.7067e-02, 1.0033e-02, -1.3863e-02, 2.1918e-03,\n", + " 1.0192e-04, 1.1425e-02, 1.7836e-03, 9.1691e-03, 1.9551e-02,\n", + " -6.9255e-03, -1.4041e-02, 2.1675e-02, -2.8138e-02, -2.7520e-02,\n", + " -1.4492e-02, -2.9070e-02, 4.4026e-02, -1.9535e-02, 2.2504e-02,\n", + " 1.8042e-02, 9.0056e-03, 1.0863e-02, 5.7831e-02, -1.2569e-03,\n", + " 1.4554e-02, -3.2607e-03, -1.7826e-02, -1.7194e-02, 2.6149e-03,\n", + " 6.3823e-02, 2.2396e-02, 1.1720e-02, -1.4946e-02, -3.1412e-03,\n", + " -6.8680e-03, -7.5069e-03, 1.5528e-02, -4.3966e-04, -1.1080e-02,\n", + " 1.1569e-02, -1.4961e-02, -7.8867e-03, -1.5197e-03, 8.5534e-03,\n", + " -2.6021e-03, -1.9276e-02, -2.3270e-03, -1.2734e-03, 5.2770e-03,\n", + " 1.2396e-03, -1.1878e-02, -2.6378e-02, -2.8764e-02, 1.4139e-02,\n", + " 1.3712e-02, 4.3666e-03, -6.8525e-03, -1.8076e-03, 2.2752e-02,\n", + " 1.5598e-02, -3.9831e-03, -8.4481e-03, -1.1272e-02, 2.2945e-02,\n", + " -1.5937e-03, -1.6253e-02, -1.6511e-02, -1.0181e-02, -2.4559e-02,\n", + " 7.1372e-03, -2.7288e-03, 5.7070e-03, -6.1483e-03, -1.1001e-02,\n", + " 2.5056e-02, -1.7224e-03, 1.9658e-02, 3.6255e-03, -1.2220e-02,\n", + " -2.7436e-02, -1.5837e-02, -1.8847e-03, -1.1611e-02, -9.7360e-03,\n", + " -1.1612e-02, -1.4312e-02, 3.0254e-02, 1.8050e-03, -2.1424e-02,\n", + " -2.0129e-03, 3.1754e-03, -1.7510e-02, -7.1361e-03, -2.9820e-02,\n", + " -5.3133e-03, -8.8385e-03, 4.1274e-03, 7.9169e-03, -7.2025e-03,\n", + " -9.7901e-03, 2.7419e-03, -4.3452e-02, 3.9055e-02, 1.8454e-02,\n", + " 1.7890e-02, -1.3443e-01, 1.4384e-02, 4.2887e-02, -3.0807e-02,\n", + " 4.0943e-02, -7.1124e-02, 3.0853e-02, -2.5864e-02, -1.0010e-01,\n", + " -4.1834e-02, 1.2873e-02, -7.3123e-02, 2.8232e-02, 1.0659e-01,\n", + " 5.0881e-02, 7.1152e-02, -5.3858e-02, -1.0730e-02, -7.3995e-02,\n", + " 5.5358e-02, 4.1068e-02, -5.5560e-02, 6.8438e-02, 2.6907e-02,\n", + " -9.0061e-03, 8.9399e-03, 3.1738e-02, -4.3498e-02, 2.1270e-02,\n", + " 1.6818e-02, 2.1433e-02, 3.2076e-01, 2.6895e-02, -4.8798e-02,\n", + " -6.9648e-02, -8.0949e-03, -4.1211e-02, 3.3665e-02, 8.9617e-02,\n", + " 1.6576e-03, 2.4617e-03, 1.9711e-02, -1.5327e-02, 4.4568e-02,\n", + " 4.6717e-02, -3.7913e-02, -3.2467e-02, 2.8339e-02, -7.6821e-02,\n", + " 1.3280e-01, -8.5387e-03, 5.1193e-02, 5.6907e-03, 4.0891e-02,\n", + " -2.7368e-02, 4.0910e-02, -2.2837e-02, -4.6640e-02, 4.9400e-02,\n", + " -3.9090e-03, 5.5962e-03, -1.0186e-03, -3.0000e-03, -1.3671e-02,\n", + " -1.2876e-03, 3.6076e-03, -1.8669e-02, 1.6226e-02, 7.9551e-04,\n", + " -9.7195e-03, 7.1594e-03, -5.1167e-03, -3.3683e-03, -7.2262e-03,\n", + " -2.9478e-02, 1.0043e-02, 9.7399e-03, 7.4130e-03, -1.8975e-02,\n", + " -8.9296e-03, -1.2796e-03, 2.0581e-02, -1.5794e-03, -1.2326e-02,\n", + " 1.6085e-03, 2.4353e-04, 2.0142e-03, -6.5398e-03, -1.4215e-02,\n", + " -5.8513e-03, 1.6297e-02, -2.8030e-03, -7.9368e-04, 1.0407e-02,\n", + " -3.5609e-02, 1.8935e-02, -1.0251e-02, 6.5173e-03, 4.0503e-03,\n", + " -3.1667e-03, 1.2662e-02, 2.7787e-02, 3.1839e-02, -2.8668e-02,\n", + " -1.0995e-02, -1.1949e-02, 1.4303e-02, -1.2929e-02, -4.4056e-04,\n", + " 1.1006e-02, 4.2627e-03, -5.1123e-03, 1.5984e-02, 1.5332e-02,\n", + " 7.2632e-03, 5.8363e-03, -4.9838e-03, -3.1341e-02, 3.0208e-02,\n", + " -1.4114e-02, -1.1301e-02, -5.8285e-03, 9.9461e-03, -4.1243e-02,\n", + " -4.5605e-02, -1.5046e-02, -3.0261e-02, -2.5489e-02, -1.6769e-03,\n", + " -2.9195e-02, 1.2706e-02, -1.2136e-02, -3.1533e-03, 1.3528e-02,\n", + " -7.0733e-02, 2.5320e-02, 2.7058e-02, 2.0164e-02, 1.0746e-02,\n", + " -7.7328e-03, 4.9702e-02, -5.6548e-03, -7.3922e-03, 4.3517e-02,\n", + " -2.6649e-02, 1.5476e-02, 3.5802e-03, 4.1707e-03, 2.4165e-03,\n", + " 4.3395e-03, 1.3564e-02, -2.1568e-02, -9.3888e-03, 1.0449e-03,\n", + " -3.2233e-03, 1.4343e-02, 1.1792e-02, 1.3100e-02, 1.2183e-02,\n", + " 6.8446e-02, 2.2115e-02, -3.1657e-02, 3.1675e-02, 1.5942e-02,\n", + " -1.2295e-02, 1.6702e-02, 2.4070e-02, -3.6523e-02, -1.9835e-02,\n", + " 3.8972e-03, 6.2942e-02, -3.7516e-02, -1.4711e-02, -2.4914e-02,\n", + " 5.5178e-02, 6.0339e-03, 3.4348e-02, 2.1880e-02, -3.0781e-02,\n", + " -7.4216e-03, -7.0674e-03, 5.1466e-02, -2.5415e-02, 5.6709e-03,\n", + " -9.7678e-03, 2.1993e-03, -3.6855e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.9815e-02, 3.5665e-02, -5.0161e-02, 2.9582e-02, 4.9898e-02,\n", + " 3.2688e-02, -3.3470e-02, 1.2598e-02, -5.4620e-02, 3.1660e-02,\n", + " -1.0188e-01, 4.2674e-02, 1.0054e-01, -7.4038e-03, 1.6677e-02,\n", + " 8.9898e-02, -3.1432e-02, 9.1986e-02, -3.4423e-02, -4.1786e-02,\n", + " -1.6391e-01, -1.2580e-01, -8.2609e-02, -8.3630e-03, 3.9634e-02,\n", + " -3.6496e-02, -1.4984e-03, 4.8959e-02, 7.3845e-02, 8.7106e-02,\n", + " 7.4026e-02, -7.8727e-02, 2.9346e-02, 8.2397e-03, 6.1818e-02,\n", + " 1.0335e-01, 7.4032e-02, 1.3582e-02, 1.0522e-01, 2.1563e-03,\n", + " -4.2246e-02, 2.9879e-02, 1.0619e-01, -4.9203e-02, 5.7833e-02,\n", + " 9.6397e-03, -1.8896e-02, -3.3126e-02, -7.4806e-02, -1.9928e-02,\n", + " 2.0226e-02, 2.3219e-02, 9.2331e-03, -1.0530e-01, 3.7412e-02,\n", + " -8.2296e-02, -9.7158e-02, -1.5410e-01, -8.4624e-02, -1.2483e-01,\n", + " 2.3931e-02, 5.5312e-02, -5.0186e-02, 2.2935e-02, -3.0671e-02,\n", + " -5.1178e-02, 1.3514e-02, -3.9008e-02, -3.7150e-02, -3.5215e-02,\n", + " 7.0859e-02, 4.5939e-03, 1.1836e-01, -6.0771e-02, -5.5118e-02,\n", + " 4.8338e-02, 8.0256e-02, 1.4743e-01, -6.5643e-02, -8.6099e-02,\n", + " -2.1928e-02, 5.3423e-02, -4.4650e-02, 3.9873e-03, -1.5008e-01,\n", + " -6.5363e-02, 1.2118e-01, -1.4926e-01, -3.5614e-02, -7.4491e-02,\n", + " 5.8810e-02, 1.0567e-02, 4.4811e-03, 1.4436e-01, 5.1359e-03,\n", + " 3.0717e-02, 8.7672e-03, 6.3927e-02, 1.1723e-02, -1.4516e-02,\n", + " -5.7631e-02, -9.6673e-02, -1.6600e-02, 1.2155e-01, 2.2772e-02,\n", + " -1.1765e-03, -1.5716e-02, 8.4944e-04, 2.8601e-02, -1.2912e-02,\n", + " -9.9075e-02, -3.4393e-02, -6.9897e-02, 6.2574e-02, 3.9830e-02,\n", + " 6.6848e-03, -2.5735e-02, -3.3680e-02, 3.4455e-02, 2.8602e-03,\n", + " -3.0217e-02, 8.1116e-02, -1.0974e-01, 1.8173e-02, 4.5921e-02,\n", + " 1.1676e-02, 4.6603e-02, -1.4501e-01, 1.4244e-01, 1.1814e-01,\n", + " 7.3279e-02, -8.8232e-02, -2.7342e-02, 2.5317e-02, 4.6750e-02,\n", + " 1.0541e-02, -2.0150e-02, -8.7627e-02, -2.2537e-02, -1.7660e-01,\n", + " -3.1204e-02, -4.5394e-02, -2.2972e-02, 7.3117e-02, -8.8688e-02,\n", + " -5.5609e-02, 8.5795e-03, 6.0168e-02, 6.3326e-02, -9.6957e-02,\n", + " -3.1866e-02, 9.7026e-02, -6.7703e-02, 3.5994e-02, 3.9956e-02,\n", + " -7.7818e-03, -7.8688e-02, 2.5669e-02, 8.8271e-02, -2.0409e-01,\n", + " 3.8949e-02, -2.2349e-02, 1.9475e-01, 3.1835e-02, -9.9218e-02,\n", + " -5.2273e-02, -7.5021e-03, -4.1833e-02, 1.9572e-01, -9.5857e-03,\n", + " 9.4926e-02, -7.6713e-04, -1.4088e-01, -9.1221e-02, -3.7070e-02,\n", + " -4.5074e-02, -5.3396e-02, 7.7689e-03, -5.0598e-03, -3.9738e-02,\n", + " 1.4303e-02, 1.5698e-02, -2.4388e-02, 7.6295e-02, -3.7651e-02,\n", + " 3.7685e-02, 2.7053e-02, -4.9127e-02, -1.2263e-02, -8.2653e-02,\n", + " -2.9921e-02, 2.8923e-02, -8.4388e-03, -9.3194e-03, 6.9335e-02,\n", + " 4.2960e-02, 2.7982e-02, 1.2319e-02, -2.8274e-02, 7.4277e-02,\n", + " -3.1200e-02, -9.9036e-02, -7.9838e-02, -5.1010e-03, 1.3729e-02,\n", + " 4.2798e-02, -6.1700e-02, 5.3282e-02, -6.0557e-02, 1.1903e-01,\n", + " -3.9107e-02, 5.4746e-02, -9.6796e-02, -1.4446e-02, 5.8679e-02,\n", + " 1.0716e-01, 1.0558e-01, 3.8556e-02, -1.7977e-01, 4.0565e-02,\n", + " 3.1266e-03, -4.8463e-02, -1.7248e-02, 1.3600e-01, 8.4346e-03,\n", + " -8.2839e-02, -1.1271e-01, 4.5439e-02, -8.4360e-02, -4.4564e-02,\n", + " -8.0313e-02, -4.5096e-02, -1.0149e-01, -6.5042e-02, 4.7843e-02,\n", + " 7.8640e-02, -3.3710e-02, 5.1714e-02, 1.9444e-02, 1.8307e-01,\n", + " -8.8200e-02, 7.5717e-03, 8.1900e-02, 2.1585e-02, -4.4586e-02,\n", + " 3.8163e-02, -1.1620e-01, 5.8672e-02, 1.4124e-01, 9.4505e-02,\n", + " 3.6674e-02, 6.6957e-03, 1.5063e-02, 1.0543e-03, -2.7151e-02,\n", + " 2.3502e-02, 5.6316e-02, -1.2363e-02, 2.1372e-02, 4.6233e-02,\n", + " -1.3810e-02, -1.3696e-02, 8.8536e-03, 1.8636e-03, -1.4346e-01,\n", + " 1.0266e-01, -1.3639e-02, -1.0040e-01, -1.4599e-02, -1.9938e-02,\n", + " 3.0467e-02, 7.4364e-02, -3.1994e-02, 2.8624e-02, 6.5609e-02,\n", + " -1.0359e-01, 3.2621e-02, 8.8388e-02, 1.1220e-01, 3.1305e-02,\n", + " 4.0939e-02, -9.6892e-03, -3.1478e-02, -4.1505e-02, 1.1964e-02,\n", + " 1.2530e-01, 2.4518e-02, 1.9597e-02, 2.8612e-02, 1.1919e-02,\n", + " 8.8521e-02, 2.0089e-02, 5.9654e-02, -2.8102e-02, 2.8197e-02,\n", + " -1.2131e-01, -2.0748e-01, 6.1360e-02, 5.2157e-02, -1.0318e-01,\n", + " -1.4595e-02, 1.3020e-01, 9.2877e-02, 3.4919e-02, -8.0497e-02,\n", + " -6.5855e-04, 1.1549e-01, -3.9061e-02, 2.7858e-01, -1.5242e-02,\n", + " 1.0273e-01, -1.4424e-01, -8.1428e-02, -6.8417e-02, -1.4060e-02,\n", + " 4.2271e-02, -2.7541e-02, -8.6395e-02, -1.6191e-02, -2.2837e-01,\n", + " 2.5338e-02, 5.6521e-02, -5.6087e-02, 3.8520e-02, -1.0195e-01,\n", + " -1.2542e-01, -1.7623e-02, -5.2534e-03, -8.6038e-02, 1.2220e-01,\n", + " -1.1177e-03, -1.4867e-01, -3.9807e-02, -4.6870e-02, 3.3872e-02,\n", + " -8.0636e-02, -2.4928e-02, 3.0043e-02, -3.0357e-02, -1.1722e-02,\n", + " 7.7621e-02, -1.6398e-02, -1.7123e-01, 1.6676e-02, -1.4739e-01,\n", + " -1.2045e-03, -2.8530e-02, -5.0399e-02, 4.6151e-02, -5.1666e-02,\n", + " 1.0305e-01, -1.0918e-01, -3.2915e-02, 6.4598e-02, 6.2859e-02,\n", + " 6.8883e-03, 3.3047e-02, 6.7848e-03, -1.0113e-01, 1.5780e-02,\n", + " -1.5188e-01, -4.1667e-02, -9.6194e-02, -2.7611e-02, -7.6619e-02,\n", + " 3.3259e-02, -1.2908e-01, -2.8745e-02, -3.3657e-02, 1.3117e-01,\n", + " -1.4407e-02, 1.1363e-02, 2.5493e-03, 2.4473e-03, 1.9389e-02,\n", + " 5.5095e-02, 4.0202e-02, 1.9772e-02, 3.4701e-02, 4.8083e-02,\n", + " 6.1543e-02, 6.5514e-03, -7.7824e-03, 2.1444e-02, 3.0469e-02,\n", + " 7.1001e-02, -1.0029e-01, 2.4284e-02, 3.4178e-02, -2.2918e-02,\n", + " 2.0277e-02, 1.9226e-02, 7.4219e-02, -6.8766e-02, 4.5141e-02,\n", + " -4.3083e-02, -4.3926e-02, -9.6782e-02, -2.3992e-03, -3.2478e-02,\n", + " 2.0042e-02, 1.5513e-02, -1.3121e-01, 4.5548e-03, 1.1811e-02,\n", + " -2.3796e-02, -7.9249e-03, -9.5538e-03, -2.2736e-02, 4.8280e-02,\n", + " -6.7360e-03, -3.0596e-02, -3.3920e-02, -4.3064e-02, -4.9236e-02,\n", + " -1.8318e-02, 2.2746e-02, 7.9694e-02, 2.9136e-02, -2.1765e-01,\n", + " 1.0630e-01, 8.9959e-02, -1.0808e-01, -8.9829e-02, 1.1444e-01,\n", + " 7.7055e-02, -1.3168e-01, -4.4862e-02, -3.5001e-02, -2.1852e-01,\n", + " 1.3588e-01, -2.1407e-03, -1.5218e-02, -2.7759e-02, -2.0701e-02,\n", + " -5.1811e-02, -2.6195e-02, 7.7070e-02, 1.7622e-02, -3.2580e-02,\n", + " 6.8134e-02, -5.6547e-02, 1.4695e-01, -6.4844e-02, 1.2906e-01,\n", + " 4.7889e-03, -9.5548e-02, -1.3757e-01, 3.3432e-02, -6.8261e-04,\n", + " -2.9437e-02, -2.6207e-03, -4.1966e-02, -1.8829e-02, 1.1877e-02,\n", + " 3.0544e-02, 2.4836e-02, 1.8760e-02, 7.9432e-03, 1.3072e-01,\n", + " 9.8830e-02, -4.3677e-02, -1.1859e-01, 2.2476e-02, 6.5822e-02,\n", + " -7.5633e-02, 8.0785e-02, 8.3915e-02, -1.0076e-01, 6.9138e-02,\n", + " 5.2448e-02, 5.3743e-02, 3.0531e-02, 1.0759e-01, 1.0837e-01,\n", + " -1.8287e-02, -3.4284e-02, -8.3664e-02, -1.1991e-01, -3.7664e-03,\n", + " -1.0871e-01, -1.1064e-01, -1.4195e-01, -1.1146e-01, -1.3779e-01,\n", + " 5.2129e-02, 3.1870e-02, 2.9302e-02, 5.1718e-02, 4.7416e-02,\n", + " 5.2123e-02, -2.7654e-02, -2.1826e-01, -5.9351e-02, -5.8606e-02,\n", + " -8.9396e-03, -1.8458e-01, 3.2911e-02, -4.5409e-02, 2.8910e-02,\n", + " 6.8980e-02, -2.2342e-02, -6.1909e-02, -1.2964e-01, 1.3111e-01,\n", + " 9.9073e-03, -3.9957e-02, 2.8289e-02, 3.6610e-03, -1.9078e-02,\n", + " -2.0732e-02, 1.1327e-01, 6.3270e-02, -4.2023e-02, 1.7053e-02,\n", + " -2.4609e-02, 2.5783e-02, 1.4168e-01, 1.0498e-01, 1.6215e-02,\n", + " 1.9139e-02, -7.2075e-02, 2.6984e-04, -9.9488e-03, -1.0422e-01,\n", + " 5.6499e-02, -9.9081e-02, 4.8149e-02, -8.6439e-02, 1.0589e-01,\n", + " 1.4874e-01, 1.7508e-01, 1.1998e-02, -1.5647e-01, -7.9843e-02,\n", + " -5.4583e-03, -5.4934e-02, 2.0524e-02, -7.9692e-02, 9.3978e-03,\n", + " 3.4015e-02, -3.2036e-02, -6.1073e-03, 1.4000e-02, 5.3645e-02,\n", + " 7.2155e-02, 5.5513e-02, -2.9929e-02, -2.5987e-02, -1.0762e-01,\n", + " -5.4963e-02, 1.4150e-01, -1.3141e-03, 2.3072e-02, -3.8483e-03,\n", + " 7.5553e-02, -1.2487e-01, 1.3775e-01, -2.9445e-03, 6.2124e-02,\n", + " 2.3034e-03, -1.1023e-01, 1.5134e-01, 7.3818e-02, 6.4989e-02,\n", + " -3.3189e-02, 8.6432e-02, 5.4245e-02, -2.6732e-02, -5.7164e-02,\n", + " 8.0824e-02, 4.3440e-02, -2.8792e-03, 1.2939e-01, -2.6215e-02,\n", + " -4.4623e-02, 4.2871e-02, 4.0901e-02, -1.8089e-03, 6.2157e-02,\n", + " 2.9019e-02, 4.7878e-02, -5.2091e-02, -9.5263e-02, 1.2401e-02,\n", + " -8.2160e-03, -9.7021e-03, -8.8090e-03, -8.4224e-03, 7.7101e-02,\n", + " -9.2823e-03, -1.5827e-02, 9.8012e-03, -9.6596e-03, 1.0121e-03,\n", + " -1.0589e-01, 4.6869e-02, 2.0027e-02, -2.9174e-03, -1.0119e-01,\n", + " -4.5587e-02, 1.2522e-02, 4.7740e-02, 5.5740e-02, 7.7301e-02,\n", + " -1.1867e-01, -3.2145e-02, 2.2810e-01, -1.4812e-02, 1.0805e-01,\n", + " -3.7531e-02, 1.2110e-01, 7.6101e-02, -2.3160e-02, -1.6069e-01,\n", + " -2.5685e-02, 8.3578e-02, -4.8548e-02, 3.8895e-02, -7.2097e-02,\n", + " -3.0582e-04, 9.7312e-02, 1.2930e-02, 9.3147e-02, -1.0239e-01,\n", + " 1.7688e-02, 2.3197e-02, -9.9191e-02, -1.9562e-02, 5.3701e-02,\n", + " -3.6954e-02, -9.0911e-02, 2.6373e-02, -1.8585e-02, -6.7077e-03,\n", + " -1.1079e-02, -3.9692e-02, 7.9731e-03, -1.4732e-01, 3.6837e-02,\n", + " -2.7539e-02, -1.1309e-01, -4.3666e-02, -4.4434e-02, 4.2741e-02,\n", + " 6.4126e-03, 4.7969e-02, -7.8502e-02, 2.1821e-02, 5.2381e-03,\n", + " 3.9646e-02, -1.2456e-01, -7.5427e-02, 1.2110e-01, 5.8062e-02,\n", + " 6.6532e-02, 1.4030e-01, -1.7865e-03, 3.8006e-02, 1.0961e-01,\n", + " 3.6056e-04, -8.7784e-02, -3.6608e-02, -2.4370e-02, -3.4950e-02,\n", + " 1.8893e-02, 1.9220e-03, 8.0230e-02, -3.4338e-02, 4.8736e-02,\n", + " -5.2476e-02, 1.2534e-02, 1.9672e-02, 4.8169e-02, 1.0242e-02,\n", + " 5.0560e-02, -4.4133e-02, -2.8045e-02, -1.4431e-02, 6.5817e-02,\n", + " 1.8981e-02, -2.9038e-02, 6.8734e-02, 6.2062e-02, 5.6335e-02,\n", + " 8.1935e-02, 1.2230e-02, -3.1475e-02, -1.7446e-02, 2.0473e-03,\n", + " -5.6158e-03, -1.3509e-02, 6.3086e-02, 4.7152e-02, 1.1597e-01,\n", + " -1.0833e-01, 1.6164e-01, 4.7858e-02, 2.3422e-02, -7.2912e-02,\n", + " -4.9216e-02, 4.3470e-02, -2.1656e-02, -3.3546e-02, 2.9750e-03,\n", + " 1.6752e-02, 1.3315e-02, 1.8577e-02, 8.3577e-02, 9.5800e-02,\n", + " 1.4260e-01, -4.1179e-02, 5.5719e-02, 3.3094e-02, 9.5370e-02,\n", + " 6.0578e-02, 3.1507e-02, -2.1903e-02, 1.9059e-02, 3.5245e-03,\n", + " -6.7332e-03, 3.0443e-02, -5.9108e-02, -6.0233e-03, 5.9706e-02,\n", + " 1.0976e-02, -7.6380e-02, 9.7004e-03, 1.8964e-01, 2.3849e-03,\n", + " -7.3478e-03, -3.5684e-03, -3.4349e-02, 2.1576e-02, 6.7787e-02,\n", + " -1.2806e-01, 3.0855e-02, 2.5141e-02, 3.2184e-02, -1.9113e-02,\n", + " 1.0296e-01, -6.1654e-02, 5.3567e-02, 9.5296e-02, 5.2456e-02,\n", + " -1.2727e-01, -1.2247e-01, -1.4718e-01, 4.3886e-02, 3.2000e-02,\n", + " -1.0533e-03, -2.0677e-02, -1.4324e-01, 1.4575e-01, -5.5540e-02,\n", + " -6.0333e-02, 1.6311e-01, 1.8373e-02, 6.3484e-03, -1.5187e-01,\n", + " -1.2287e-01, 1.3527e-01, -5.3388e-02, 9.8166e-03, -3.1098e-02,\n", + " -1.0361e-01, -4.1147e-02, -5.9616e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.9146, 0.8845, 0.8341, 0.8420, 0.9525, 0.9039, 0.9156, 0.8954, 0.8849,\n", + " 0.8568, 0.7819, 0.8451, 0.8553, 0.8321, 0.8874, 0.8648, 0.7876, 0.8147,\n", + " 0.9045, 0.9582, 0.9450, 0.8608, 0.9016, 0.8986, 0.8418, 0.9480, 0.8289,\n", + " 0.8888, 0.8167, 0.8594, 0.8937, 0.8344, 0.9180, 0.8974, 0.9039, 0.8900,\n", + " 0.9003, 0.8842, 0.9071, 0.9468, 0.8743, 0.9304, 0.8953, 0.8814, 0.8629,\n", + " 0.8396, 0.9850, 0.8779, 0.9244, 0.8908, 0.9269, 0.8835, 0.9547, 0.7657,\n", + " 0.8931, 0.7828, 0.8524, 0.8392, 0.8798, 0.8102, 0.8977, 0.8065, 0.6234,\n", + " 0.8794, 0.8757, 0.8807, 0.8717, 0.8821, 0.8574, 0.9203, 0.8979, 0.9088,\n", + " 0.8812, 0.7338, 0.9214, 0.7736, 0.8682, 0.6294, 0.8138, 0.8159, 0.8832,\n", + " 0.9122, 0.9130, 0.8568, 0.7379, 0.8020, 0.8592, 0.8817, 0.8630, 0.9070,\n", + " 0.8374, 0.8827, 1.0261, 0.8612, 0.8452, 0.7977, 0.6657, 0.8258, 0.8883,\n", + " 0.8980, 0.9023, 0.9122, 0.9091, 0.8401, 0.8105, 0.5685, 0.8603, 0.8841,\n", + " 0.8935, 0.7966, 0.8781, 0.8654, 0.8267, 0.8945, 0.8937, 0.8658, 0.8607,\n", + " 0.8976, 0.8940, 0.8525, 0.8868, 0.7819, 0.8422, 0.8352, 0.7278, 0.8056,\n", + " 0.8382, 0.7817, 0.8759, 0.8472, 0.8882, 0.8420, 0.5945, 0.8747, 0.8761,\n", + " 0.9233, 0.8694, 0.7830, 0.8835, 0.7136, 0.9112, 0.9154, 0.9143, 0.9198,\n", + " 0.8128, 0.7930, 0.8805, 0.8640, 0.8702, 0.8833, 0.8056, 0.8724, 0.7660,\n", + " 0.8982, 0.8898, 0.8440, 0.9027, 0.8693, 0.9099, 0.6348, 0.8922, 0.8848,\n", + " 0.8313, 0.9146, 0.8501, 0.9049, 0.8727, 0.8299, 0.8853, 0.8814, 0.8877,\n", + " 0.8722, 0.8250, 0.9284, 0.9135, 0.8632, 0.7864, 0.8574, 0.8284, 0.8523,\n", + " 0.8674, 0.8888, 0.8654, 0.9281, 0.9295, 0.8691, 0.9372, 0.8916, 0.9052,\n", + " 0.8582, 0.8937, 0.9662, 0.9201, 0.8324, 0.8890, 0.9005, 0.8913, 0.8618,\n", + " 0.8350, 0.8184, 0.8823, 0.8847, 0.6450, 0.8378, 0.8477, 0.8713, 0.8696,\n", + " 0.8020, 0.8740, 0.8542, 0.8375, 0.8853, 0.8905, 0.8595, 0.8514, 0.5558,\n", + " 0.6437, 0.9081, 0.7277, 0.8521, 0.8787, 0.8916, 0.8721, 0.8306, 0.8597,\n", + " 0.6676, 0.8440, 0.7987, 0.8994, 0.8930, 0.8470, 0.8877, 0.8528, 0.9034,\n", + " 0.8923, 0.8602, 0.8578, 0.7804, 0.8948, 0.8100, 0.8368, 0.8965, 0.8680,\n", + " 0.7889, 0.8129, 0.6568, 0.8379, 0.8279, 0.8436, 0.7138, 0.8352, 0.9660,\n", + " 0.8584, 0.8630, 0.8846, 0.8474, 0.8287, 0.8406, 0.7895, 0.8653, 0.9054,\n", + " 0.8731, 0.9361, 0.8732, 0.8293, 0.8047, 0.8694, 0.8936, 0.8720, 0.9074,\n", + " 0.8527, 0.8723, 0.8585, 0.8356, 0.9085, 0.8882, 0.7686, 0.8764, 0.8543,\n", + " 0.8828, 0.7912, 0.9161, 0.9025, 0.7272, 0.8940, 0.7872, 0.8752, 0.9383,\n", + " 0.8621, 0.8812, 0.8268, 0.6833, 0.9170, 0.8665, 0.9051, 0.7609, 0.6894,\n", + " 0.9717, 0.8819, 0.9159, 0.9170, 0.8696, 0.8898, 0.8814, 0.9637, 0.9226,\n", + " 0.8731, 0.8971, 1.7872, 0.8729, 0.8144, 0.6454, 0.7903, 0.8655, 0.8813,\n", + " 0.8543, 0.8942, 0.8934, 0.8905, 0.5627, 0.8703, 0.8402, 0.8395, 0.8644,\n", + " 0.8861, 0.8888, 0.8225, 0.8832, 0.8866, 0.8486, 0.8034, 0.6131, 0.8662,\n", + " 0.9359, 0.9198, 0.8384, 0.8663, 0.9179, 0.9020, 0.8587, 0.8009, 0.9212,\n", + " 0.8138, 0.8621, 0.8136, 0.6413, 0.8926, 0.8804, 0.8411, 0.9284, 0.8523,\n", + " 0.9143, 0.8835, 0.6472, 0.8919, 0.8692, 0.8735, 0.8419, 0.8573, 0.8613,\n", + " 0.8960, 0.8063, 0.8433, 0.8135, 0.8871, 0.9273, 0.8162, 0.8806, 0.8997,\n", + " 0.8295, 0.8818, 0.8775, 0.9112, 0.8475, 0.9252, 0.8961, 0.8836, 0.8600,\n", + " 0.8622, 0.9105, 0.8784, 3.4967, 0.8838, 0.9454, 0.8403, 0.8665, 0.8904,\n", + " 0.9235, 0.8660, 0.9162, 0.8005, 0.8533, 0.8895, 0.8001, 0.9020, 0.8819,\n", + " 0.8836, 0.8568, 0.8400, 0.8900, 0.8453, 0.7510, 0.7981, 0.8902, 0.7944,\n", + " 0.8797, 0.9012, 0.8318, 0.8730, 0.8872, 0.8314, 0.8622, 0.9115, 0.8903,\n", + " 0.8580, 0.8386, 0.8335, 0.8723, 0.8853, 0.6911, 0.8418, 0.8377, 0.9142,\n", + " 0.8254, 0.8775, 0.8689, 0.8623, 0.8628, 0.8966, 0.8008, 0.8896, 0.8172,\n", + " 0.9041, 0.8210, 0.8917, 0.9274, 0.8912, 0.8359, 0.8916, 0.8993, 0.8749,\n", + " 0.8989, 0.8349, 0.6049, 0.8845, 0.8655, 0.9546, 0.8451, 0.8779, 0.8376,\n", + " 0.8686, 0.8989, 0.9409, 0.8884, 0.9208, 0.8961, 0.8513, 0.9022, 0.8193,\n", + " 0.9058, 0.8724, 0.7129, 0.8983, 0.9136, 0.8928, 0.8202, 0.7814, 0.8168,\n", + " 0.8290, 0.8222, 0.9475, 0.8215, 0.8759, 0.8812, 0.8205, 0.8475, 0.8284,\n", + " 0.8792, 0.8742, 0.8500, 0.8754, 0.9115, 0.5943, 0.8713, 0.8291, 0.8726,\n", + " 0.8299, 0.8821, 0.8594, 0.8830, 0.8940, 0.8826, 0.8772, 0.9131, 0.8790,\n", + " 0.8617, 0.6409, 0.8432, 0.8693, 0.8263, 0.8133, 0.8701, 0.8337, 0.8407,\n", + " 0.8335, 0.8880, 0.8409, 0.8557, 0.8873, 0.8867, 0.7633, 0.7668, 0.8537,\n", + " 0.8640, 0.8893, 0.8863, 0.9168, 0.6847, 0.9391, 0.8534, 0.9074, 0.7788,\n", + " 0.9157, 0.8699, 0.8575, 0.8620, 0.8345, 0.8747, 0.8670, 0.6805, 0.8850,\n", + " 0.8511, 0.8847, 0.8653, 0.8961, 0.8498, 0.8937, 0.8582, 0.7925, 0.9189,\n", + " 0.7995, 0.6563, 0.9101, 0.8548, 0.8906, 0.9790, 0.8665, 0.8514, 0.8584,\n", + " 0.8800, 0.8907, 0.8131, 0.8789, 0.9092, 0.8975, 0.8519, 0.8823, 0.8143,\n", + " 0.9048, 0.8761, 0.8947, 0.8586, 0.8678, 0.9057, 0.8185, 0.8640, 0.8415,\n", + " 0.8827, 0.8503, 0.8828, 0.8576, 0.8690, 0.8598, 0.7129, 0.8849, 0.8650,\n", + " 0.8845, 0.5945, 0.9105, 0.8679, 0.8340, 0.8722, 0.8992, 0.8446, 0.8691,\n", + " 0.8805, 0.9856, 0.9040, 0.8272, 0.8915, 0.8971, 0.8678, 0.9066, 0.8558,\n", + " 0.7888, 0.8466, 0.8894, 0.8709, 0.8829, 0.8679, 0.8555, 0.8940, 0.9056,\n", + " 0.8607, 0.9041, 0.8344, 0.9105, 0.8449, 0.8772, 0.8883, 0.8650, 0.7883,\n", + " 0.8834, 0.7940, 0.6145, 0.8600, 0.8599, 0.9204, 0.8977, 0.8176, 0.8204,\n", + " 0.8837, 0.8953, 0.8635, 0.8822, 0.8823, 0.9357, 0.8714, 0.8476, 0.9164,\n", + " 0.8008, 0.8253, 0.8706, 0.8844, 0.8798, 0.8610, 0.8883, 0.8853, 0.7990,\n", + " 0.9084, 0.8783, 0.8213, 0.8863, 0.7843, 0.8878, 0.8224, 0.8719, 0.8659,\n", + " 0.8199, 0.8750, 0.8996, 0.8796, 0.8391, 0.8458, 0.6327, 0.8098, 0.7960,\n", + " 0.8730, 0.8767, 0.8220, 0.8861, 0.9027, 0.8973, 0.9092, 0.8775, 0.8067,\n", + " 0.9051, 0.8391, 0.8685, 0.8539, 0.5617, 0.8811, 0.8404, 0.8469, 0.8851,\n", + " 0.8798, 0.8716, 0.9099, 0.8997, 0.8932, 0.9067, 0.8957, 0.8614, 0.8670,\n", + " 0.8781, 0.8837, 0.8342, 0.8730, 0.8997, 0.8820, 0.8711, 0.8816, 0.8413,\n", + " 0.9035, 0.8946, 0.9210, 0.8673, 0.7616, 0.8548, 0.6293, 0.9055, 0.9030,\n", + " 0.8368, 0.8469, 0.8873, 0.8379, 0.8295, 0.8808, 0.8912, 0.8931, 0.7891,\n", + " 0.9011, 0.8113, 0.8540, 0.8540, 0.8822, 0.8533, 0.8768, 0.8803, 0.8394,\n", + " 0.8134, 0.8780, 0.8908, 0.8636, 0.8833, 0.8941, 0.8840, 0.8285, 0.8885,\n", + " 0.8993, 0.8883, 0.9120, 0.8966, 0.9183, 0.8774, 0.8525, 0.9135, 0.8566,\n", + " 0.9161, 0.7581, 0.8766, 0.8746, 0.9182, 0.8723, 0.8438, 0.8988, 0.8345,\n", + " 0.8519, 0.8903, 0.8806, 0.9162, 0.9005, 0.8428, 0.8641, 0.8816, 0.8012,\n", + " 0.9155, 0.9107, 0.8634, 0.7486, 0.8965, 0.8714, 0.8470, 0.8888, 0.8728,\n", + " 0.7967, 0.8148, 0.9085], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.8154e-02, 6.3774e-04, -1.2577e-02, -2.6485e-01, 2.2569e-01,\n", + " -2.9641e-01, 2.4747e-01, 1.1774e-01, -2.7783e-02, -7.0422e-02,\n", + " -3.0908e-02, 3.1093e-01, -2.6628e-01, 2.0706e-01, -7.2847e-02,\n", + " -9.4162e-03, -1.3567e-01, -1.2767e-01, -6.3203e-02, 4.0762e-01,\n", + " 3.8712e-01, -2.8452e-01, 1.4909e-01, 2.2131e-01, -5.6543e-02,\n", + " 2.8126e-01, 1.6519e-01, -1.1127e-01, -2.4605e-01, 5.3563e-02,\n", + " -6.3316e-02, 1.7497e-01, 1.5856e-01, -1.2965e-01, 2.0694e-02,\n", + " -1.3242e-01, -2.4417e-01, 2.5358e-01, 1.9470e-01, -2.3680e-01,\n", + " -4.1490e-02, -2.1299e-01, -2.6798e-02, 2.2347e-01, -2.7827e-02,\n", + " -1.0282e-01, -1.7520e-01, -1.4033e-01, 1.0435e-01, -5.8156e-02,\n", + " -3.0013e-01, -6.6589e-03, 2.4403e-01, -2.9211e-01, 8.5737e-02,\n", + " -4.3960e-02, 6.0762e-02, -3.1801e-01, 1.6760e-01, -8.7259e-02,\n", + " -1.1741e-01, -2.8634e-02, -3.0703e-01, -2.7590e-01, 6.9773e-04,\n", + " 1.4979e-01, 1.6905e-02, -5.6480e-02, 2.2336e-04, -1.6992e-01,\n", + " -2.5477e-01, 7.7741e-02, -2.2443e-01, -1.3008e-01, 2.0084e-01,\n", + " 9.1861e-02, -1.3307e-02, 1.6561e-01, 9.6587e-02, 1.3529e-01,\n", + " -3.2601e-03, -3.1500e-02, 1.6565e-01, 1.7743e-01, 4.4448e-02,\n", + " -2.9374e-02, -2.5185e-01, 1.2804e-01, 3.4918e-02, 8.6807e-02,\n", + " -8.6376e-02, -2.5894e-02, 6.4711e-01, -1.3120e-01, 1.2133e-01,\n", + " -6.7510e-02, 3.0981e-01, -1.7404e-01, -5.8967e-02, -5.0193e-02,\n", + " 1.5408e-01, 1.7392e-01, 4.7479e-02, -1.0590e-01, 1.2508e-01,\n", + " -9.5866e-03, -1.4982e-01, -1.4860e-01, 1.0015e-01, 4.7867e-02,\n", + " 2.8447e-02, 5.1294e-02, -2.5824e-01, -2.4127e-01, -7.8891e-02,\n", + " -1.0295e-02, -4.0256e-02, 2.8219e-02, -9.4428e-02, 1.6991e-01,\n", + " -9.1097e-02, -4.7545e-01, -1.5529e-01, -2.0690e-02, 1.7653e-02,\n", + " -1.6568e-01, -8.0467e-02, 1.2093e-01, 1.3715e-02, -1.3690e-02,\n", + " 3.6439e-02, 1.2319e-01, -1.8539e-01, -5.1824e-02, -1.3782e-01,\n", + " -2.2387e-01, -3.1047e-02, 9.9025e-02, -1.8112e-01, -2.1626e-01,\n", + " -2.8259e-02, 3.7540e-02, -8.5244e-02, 9.1933e-02, -1.7665e-02,\n", + " -7.1929e-01, -9.9009e-03, -4.0145e-03, -7.9340e-02, 3.5093e-01,\n", + " -8.2438e-03, 1.4342e-01, -1.6214e-01, 1.0111e-01, 1.1694e-01,\n", + " -6.0595e-02, 1.8739e-01, 3.2668e-01, 1.0441e-01, -5.3589e-02,\n", + " -1.5180e-02, -6.3438e-02, -1.2403e-01, 4.9650e-02, -3.3878e-02,\n", + " 1.7127e-01, 1.0588e-01, -2.2972e-01, -9.0119e-01, -5.4623e-02,\n", + " -9.0948e-02, 9.0804e-02, -1.0387e-02, 4.2993e-01, 6.5765e-02,\n", + " 2.7530e-01, -4.1744e-02, -1.4427e-02, -2.7464e-02, 1.6821e-01,\n", + " -1.1286e-01, 4.7933e-02, -8.4216e-02, 2.4184e-01, 1.8445e-01,\n", + " -6.7450e-02, 2.2213e-01, 1.5371e-01, 1.3307e-01, 2.9645e-02,\n", + " -3.6786e-02, -3.5829e-01, 2.0249e-01, -4.5241e-02, 5.9980e-02,\n", + " 9.2134e-02, -6.8065e-02, 1.8779e-01, -6.9821e-02, -1.4162e-01,\n", + " -1.6714e-01, 1.6691e-01, 8.9460e-02, 6.3519e-02, -9.7317e-02,\n", + " 1.2154e-01, 8.7193e-02, 1.8104e-02, 1.1518e-01, -7.4577e-02,\n", + " 8.6523e-04, -1.4853e-01, 1.4992e-01, 2.1982e-01, -6.2652e-02,\n", + " -1.0333e-01, -2.1111e-01, -6.8198e-02, 3.4473e-01, -1.7158e-01,\n", + " -7.3759e-03, 1.4744e-01, -4.2163e-04, 1.6848e-02, 6.0283e-04,\n", + " 3.3154e-01, 1.8997e-01, -1.2764e-01, 1.2796e-01, -3.5534e-02,\n", + " 1.7838e-01, 2.7443e-02, 1.6520e-01, -1.6107e-02, -7.2027e-03,\n", + " 1.6736e-01, -5.5805e-03, 1.2286e-02, -7.7282e-02, -1.9792e-01,\n", + " -2.8086e-02, 7.1250e-02, -1.3975e-01, -1.1017e-02, 2.4749e-02,\n", + " -1.6406e-01, -1.9438e-01, 9.7925e-02, -1.8627e-01, -5.0382e-01,\n", + " 3.7032e-02, 2.6317e-01, -8.9585e-02, -6.4747e-02, -2.3155e-02,\n", + " -1.5937e-01, -2.7097e-01, -1.5473e-01, 5.1408e-02, 6.8162e-02,\n", + " 1.2628e-01, -1.2923e-01, 2.0348e-01, 1.1622e-01, 1.9504e-01,\n", + " -2.3158e-02, -5.3770e-02, 7.0174e-02, 1.1703e-01, -3.1210e-03,\n", + " 5.9134e-03, 2.3967e-02, 2.1468e-03, 3.1165e-02, -2.1215e-01,\n", + " 9.8383e-02, -1.7574e-01, -2.2207e-01, -9.5243e-02, -1.7898e-01,\n", + " 1.4797e-01, 2.9399e-02, 5.5734e-03, -1.8656e-01, -2.9962e-01,\n", + " -2.6311e-02, 1.2533e-01, 2.8263e-01, 9.8626e-02, 8.6000e-03,\n", + " 2.9776e-02, -7.5487e-02, -1.1722e-01, -6.0773e-02, 1.7980e-01,\n", + " 3.8020e-02, -4.4057e-02, 3.3132e-01, 3.0507e-02, -9.1289e-03,\n", + " -1.7084e-01, -2.1840e-02, -9.6562e-02, 1.3608e-01, 3.0600e-01,\n", + " 1.8332e-01, -3.2898e-01, -1.2047e-01, -1.5130e+00, -3.0059e-02,\n", + " -5.8323e-02, 2.5708e-01, 4.7769e-02, -5.4290e-02, 2.9803e-02,\n", + " 2.4728e-02, 3.2745e-02, 4.0513e-02, -8.7205e-02, 2.0399e-01,\n", + " -1.1941e-01, 8.6326e-04, 1.3665e-01, -2.1812e-01, -8.5742e-03,\n", + " 1.9394e-01, 3.7148e-02, -6.8790e-02, -5.1105e-02, 5.2636e-02,\n", + " -8.1317e-02, -7.1392e-02, 7.8889e-02, 2.5265e-01, -1.5909e-01,\n", + " 5.7163e-02, -6.3708e-02, -1.4868e-01, 3.9489e-03, 3.1052e-02,\n", + " -7.9882e-02, 7.9420e-02, 1.4721e-01, -4.2761e-02, -1.4754e-02,\n", + " 2.7791e-01, -8.5729e-03, -1.9331e-01, -1.6957e-01, -2.6689e-01,\n", + " -1.0953e-01, 2.4183e-01, -5.6735e-02, 2.0545e-01, -4.2195e-02,\n", + " -1.1173e-01, -6.6929e-02, 8.8261e-02, -1.2616e-01, 1.2090e-01,\n", + " 9.9619e-02, -1.0028e-01, 4.5375e-02, 8.3765e-02, 5.2962e-02,\n", + " -1.5338e-01, -4.7866e-02, 1.0047e-01, -1.3920e-01, -1.8127e-01,\n", + " -9.8146e-02, 2.9643e-03, 7.8968e-02, 8.1373e-02, -2.3570e-01,\n", + " -5.4736e-02, -5.9348e-02, -1.0931e-01, -2.2233e-01, -5.0199e-02,\n", + " -7.1237e-02, -8.6988e-01, 1.4608e-01, -3.3478e-01, 1.3826e-02,\n", + " -4.6592e-02, -1.7072e-01, 1.7223e-01, -1.0518e-01, -1.0429e-01,\n", + " 7.4642e-02, 2.8558e-02, 1.4168e-01, -5.3438e-02, 1.0337e-01,\n", + " -4.4964e-02, -1.2888e-01, -2.7146e-01, 3.9508e-02, -8.0570e-02,\n", + " -6.0924e-02, -6.7347e-02, 2.3558e-02, -2.5386e-01, -6.9126e-03,\n", + " -3.5166e-01, 1.1461e-01, 1.7058e-02, 6.7550e-02, -1.4763e-01,\n", + " -1.4587e-01, -2.0417e-01, 5.9560e-03, 9.1514e-02, -3.9475e-03,\n", + " 8.5915e-02, -3.0838e-02, 2.4874e-02, 1.8842e-02, 2.5598e-02,\n", + " -7.0702e-02, -2.3413e-01, 2.0478e-01, -4.4954e-02, -2.9390e-01,\n", + " 9.9178e-02, -6.0986e-02, -1.0965e-01, -2.2159e-01, 1.8004e-01,\n", + " 2.3073e-02, -1.6354e-01, -1.7198e-01, 1.0194e-01, 2.1425e-02,\n", + " 2.1026e-01, -2.6333e-01, -2.1243e-01, -9.5284e-02, -1.4958e-01,\n", + " 7.5161e-03, -1.4692e-02, 2.9291e-02, -8.7205e-02, 2.2434e-02,\n", + " -9.4384e-02, -2.3367e-01, 1.1959e-01, -1.2279e-02, -2.8997e-01,\n", + " -5.6700e-02, 2.1384e-03, 2.0294e-01, -2.5877e-01, 3.2930e-02,\n", + " -6.7770e-02, -2.5604e-02, 1.1318e-01, -8.5972e-02, -1.6720e-01,\n", + " 5.4816e-02, -3.1525e-01, 7.7372e-02, 2.3332e-01, 1.0377e-01,\n", + " -7.1962e-02, -2.4447e-01, -3.8184e-02, 1.1163e-01, 3.6261e-02,\n", + " -3.2350e-02, -2.0449e-01, -5.0251e-02, -1.1258e-01, -6.7933e-02,\n", + " -4.6616e-02, -1.8579e-02, 3.6472e-02, -1.1585e-01, -7.3166e-02,\n", + " 1.4847e-01, 2.5834e-01, -1.0685e-01, -1.7624e-02, -1.4362e-02,\n", + " 4.2677e-02, 6.9527e-02, 9.1463e-02, -2.8164e-01, -3.4372e-03,\n", + " 5.2693e-03, 2.7203e-02, 2.0807e-01, 2.2284e-02, -7.7826e-02,\n", + " -1.7371e-02, -7.0181e-02, 6.2733e-02, -2.9081e-02, 7.4984e-02,\n", + " 9.3401e-03, 4.3651e-02, 1.7906e-02, -4.5930e-02, -1.0684e-01,\n", + " -2.1029e-02, -1.3290e-01, 5.3577e-02, -1.0844e-01, -3.9781e-02,\n", + " -5.1238e-02, -8.6415e-02, 1.7359e-02, -2.1246e-02, -2.4755e-01,\n", + " 1.8788e-01, -9.4327e-02, -2.1667e-02, -2.5514e-01, 6.4396e-02,\n", + " -1.3820e-01, 1.8427e-01, 1.0977e-01, -1.1843e-01, -1.9014e-01,\n", + " -1.1078e-01, 1.0334e-01, 3.5446e-03, 7.3319e-02, 8.6781e-02,\n", + " -2.0812e-01, -1.0225e-01, -1.9198e-02, -4.5170e-02, -1.2390e-02,\n", + " -4.7242e-02, -3.9963e-02, 1.1649e-01, -1.4705e-02, -3.0744e-01,\n", + " 2.8368e-02, -1.6747e-01, -9.8943e-02, 1.0276e-02, -8.0036e-02,\n", + " -6.0797e-01, -1.0748e-01, -9.2733e-02, 1.7866e-01, 1.9602e-01,\n", + " 4.1104e-03, -1.9534e-01, 1.4699e-01, 9.9614e-02, 1.3764e-01,\n", + " -1.8631e-01, 1.0556e-01, 3.7236e-02, 1.1503e-01, -3.8844e-02,\n", + " -1.7457e-01, -9.3577e-02, -2.0534e-01, -6.8368e-02, -9.2624e-02,\n", + " 4.7715e-02, 6.3211e-02, -1.4937e-01, 3.2467e-02, -9.5304e-02,\n", + " 2.5179e-02, -7.6505e-03, 9.0308e-02, 4.3262e-02, -9.6863e-02,\n", + " 1.4888e-02, -1.2210e-01, -1.5659e-01, 1.7844e-01, -8.3422e-02,\n", + " -1.6563e-01, -9.1568e-03, 1.4812e-01, -3.7658e-02, -2.8561e-02,\n", + " 4.5819e-02, 3.8932e-01, -6.2121e-02, -1.1218e-01, -4.6545e-02,\n", + " 1.2372e-01, -5.3927e-02, 5.4165e-02, 5.8166e-03, 1.2191e-01,\n", + " -3.7591e-03, 9.5859e-02, 1.1170e-01, 1.5269e-01, 3.4002e-02,\n", + " 7.0052e-02, 8.2124e-02, -1.9926e-01, 1.3998e-02, 1.0645e-01,\n", + " 7.5225e-02, 2.9195e-02, 1.3633e-01, -5.0516e-04, -1.0737e-01,\n", + " -1.5147e-03, -7.6138e-02, -4.5278e-02, -4.8135e-02, -9.1245e-02,\n", + " 5.3529e-02, -1.1678e-01, -3.6211e-03, -7.5725e-02, 8.9740e-02,\n", + " 1.4915e-01, -7.7901e-02, 2.2684e-02, 5.8973e-02, -6.1211e-02,\n", + " 1.9602e-01, 3.1565e-01, -2.4154e-01, 3.5784e-02, 4.9467e-02,\n", + " 1.4409e-01, 2.4490e-01, -9.8887e-02, 2.4835e-01, 9.2711e-02,\n", + " 3.2594e-02, 7.4081e-02, 5.6852e-02, 9.8065e-02, 1.7443e-01,\n", + " -1.7547e-01, 1.0821e-01, 4.6956e-02, -3.4640e-02, -9.7270e-02,\n", + " -1.2609e-01, 1.2035e-01, -7.6743e-02, -1.0639e-01, 1.6784e-01,\n", + " -4.9866e-02, 1.0333e-01, 1.0522e-01, 1.5179e-01, -3.0479e-01,\n", + " -7.0301e-02, -2.9005e-02, -3.4377e-02, -1.2775e-02, -9.8235e-02,\n", + " 7.0030e-02, -4.1555e-02, 2.9312e-02, -1.7456e-01, 2.6781e-02,\n", + " -7.3569e-02, 1.1341e-02, 1.9553e-02, 1.2608e-01, 2.6021e-02,\n", + " -3.6152e-03, 4.9143e-02, -1.2326e-01, -1.1573e-01, 3.9702e-02,\n", + " -1.4943e-01, 2.1344e-01, 9.9080e-02, 1.9108e-01, -1.0432e-01,\n", + " 1.3486e-02, -9.2064e-02, 2.4596e-01, -9.7183e-02, -1.0261e-01,\n", + " -1.3897e-01, 1.7840e-01, -8.0058e-02, -1.1487e-01, 6.1808e-02,\n", + " -7.8657e-03, 1.6728e-01, 1.0095e-01, 1.2244e-01, -1.5050e-01,\n", + " 2.0223e-01, -2.0201e-01, -1.0440e-01, -4.1215e-02, -1.3105e-01,\n", + " 8.3872e-02, -3.2062e-02, -8.0579e-02, 8.3907e-02, 2.8233e-02,\n", + " 1.0655e-01, 2.2481e-01, 1.4318e-01, 8.2618e-02, 1.2441e-01,\n", + " -2.4331e-01, 8.0832e-02, 1.0313e-01, 8.7676e-02, -2.1546e-01,\n", + " 9.5545e-02, 3.8837e-02, 1.1641e-01, 4.2114e-02, 6.0657e-02,\n", + " -1.0108e-01, -9.0974e-02, -6.2579e-02, -8.1594e-02, 9.3718e-02,\n", + " -3.0397e-02, -1.4253e-02, -1.7241e-02, -1.1229e-01, 3.3603e-02,\n", + " -8.4441e-02, 1.9749e-01, 8.5270e-02, 9.0223e-02, 1.9584e-01,\n", + " 6.8251e-02, 2.2177e-01, 8.4442e-02, -5.9482e-02, -1.0383e-02,\n", + " -7.3091e-02, 3.5653e-02, 9.8981e-02, -1.4852e-01, -2.6779e-02,\n", + " 1.7400e-01, -1.0461e-01, -5.7997e-02, 1.1912e-01, -5.9575e-02,\n", + " 4.6618e-02, -2.0759e-01, -3.5469e-02, 5.1045e-02, -1.3807e-01,\n", + " 8.5282e-02, -3.9886e-01, 1.7920e-01, -1.5387e-03, 7.5340e-02,\n", + " 1.2698e-01, 1.3463e-01, 4.1148e-02, -1.7055e-01, -1.2576e-01,\n", + " 3.1260e-02, -7.5088e-02, 4.1695e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1144, -0.1504, -0.0784, ..., -0.1090, -0.1545, -0.0764],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.8733e-02, 8.4148e-02, -3.9932e-02, 1.9974e-02, 1.2925e-01,\n", + " -3.4325e-02, 1.0272e-02, 1.0497e-01, -3.9512e-03, -2.6223e-02,\n", + " -5.2587e-02, 1.0256e-01, 6.9379e-02, 9.1938e-03, -2.6524e-02,\n", + " 3.2820e-02, 8.4092e-02, -2.7931e-02, -3.5809e-02, -8.0384e-03,\n", + " 8.3539e-03, -1.2534e-01, -3.4888e-02, -6.1750e-02, -4.7726e-02,\n", + " 7.2362e-02, -3.9409e-02, 3.2599e-02, -2.3119e-01, 1.0033e-02,\n", + " 8.2269e-02, -1.4790e-02, 8.2173e-02, 1.4102e-02, 6.8216e-03,\n", + " 5.7407e-02, 3.3450e-03, 3.6970e-02, -2.5737e-02, -5.1332e-02,\n", + " -8.2655e-03, 1.6212e-02, 1.6062e-02, 2.6094e-02, -8.5147e-03,\n", + " -2.9655e-02, 1.7783e-02, 9.6241e-02, 3.7756e-02, -1.5162e-01,\n", + " -5.0180e-02, -5.6128e-02, 5.8431e-02, -1.6516e-01, 3.0202e-02,\n", + " 4.0676e-02, 8.5752e-02, -1.7583e-01, 2.8567e-03, -7.1696e-02,\n", + " 5.3509e-02, 1.5938e-01, -1.6331e-01, -1.0841e-01, 6.1553e-02,\n", + " 1.1936e-01, -7.4439e-02, -4.5016e-02, 1.6129e-02, -5.7615e-03,\n", + " -1.8323e-01, 6.3183e-02, -7.6440e-03, 1.6134e-02, 2.4976e-02,\n", + " -1.2384e-02, -2.4168e-02, 8.5865e-02, 1.5221e-02, 4.6307e-02,\n", + " 1.8974e-02, -1.6399e-02, -4.7848e-03, 4.5910e-02, 4.7655e-02,\n", + " -1.6408e-01, -3.6406e-02, 4.1445e-02, 2.0582e-03, 7.5305e-02,\n", + " 3.6207e-03, -8.9408e-02, 1.2104e-01, -6.7206e-02, 1.0240e-01,\n", + " -7.4031e-02, 8.6440e-02, -5.5431e-02, -4.7521e-02, -1.0777e-01,\n", + " 2.5522e-02, 2.4683e-02, 6.7388e-03, 1.1341e-02, 1.1625e-01,\n", + " -1.6916e-01, 6.9006e-03, -4.5920e-02, -6.3389e-02, -9.8795e-02,\n", + " -1.1763e-02, 2.6396e-02, -1.1824e-01, -8.3117e-03, -7.0929e-02,\n", + " 4.2962e-02, -5.8260e-02, -1.3235e-03, -3.0067e-02, 6.1744e-03,\n", + " -5.9929e-02, 6.6523e-02, -4.0003e-02, -5.4737e-03, 1.6844e-01,\n", + " -2.3808e-01, -9.9495e-03, 5.0065e-02, -6.8697e-02, -3.5038e-02,\n", + " 9.2285e-03, -4.9426e-02, -3.4044e-02, -5.4510e-02, 2.8514e-02,\n", + " -2.2295e-02, 4.2010e-02, 9.2599e-02, -4.8197e-02, 6.2775e-02,\n", + " -4.2222e-02, 5.5813e-02, 4.7171e-02, -3.0577e-02, -3.5585e-02,\n", + " -1.0381e-01, 9.9278e-02, 6.0218e-02, -7.7664e-02, 2.0602e-01,\n", + " 5.8852e-03, 1.1996e-01, -2.0498e-01, 2.7947e-02, -4.1860e-02,\n", + " -1.0740e-01, 7.2504e-02, 9.8906e-02, -3.4728e-03, -1.4435e-01,\n", + " -2.1729e-03, 9.9058e-03, -2.2585e-02, 5.5247e-02, -1.4785e-02,\n", + " 1.5799e-01, 3.9393e-02, -1.3659e-01, -7.6890e-02, -4.9164e-02,\n", + " 3.3953e-02, 9.5353e-02, -1.0275e-01, 8.9913e-02, 4.9757e-02,\n", + " 9.1625e-03, -3.6689e-03, -1.6011e-02, 1.6692e-02, -1.9708e-02,\n", + " 1.8098e-02, 6.0516e-03, -2.0227e-02, -7.7428e-03, 8.0691e-03,\n", + " -8.1879e-03, -1.4530e-02, 1.1431e-01, 2.9834e-03, -3.7115e-02,\n", + " 2.3553e-02, 7.2270e-03, -2.9914e-02, -1.0603e-01, 2.0180e-01,\n", + " 1.0560e-01, -1.5267e-02, 1.5938e-01, -1.3340e-02, 2.8815e-03,\n", + " -1.0612e-01, -1.3293e-03, 1.3947e-01, -2.4427e-02, -9.2026e-03,\n", + " 1.6498e-02, 2.0754e-02, -2.6225e-02, -1.8993e-02, 3.2672e-02,\n", + " 1.4828e-02, -7.1158e-02, 4.7700e-02, 3.4668e-02, 1.0450e-01,\n", + " 1.3739e-01, -1.4541e-01, -1.8669e-02, 7.6685e-02, -7.0014e-02,\n", + " 4.3535e-02, 6.1664e-02, -5.3280e-02, 1.1325e-02, 3.7875e-02,\n", + " -1.0879e-02, 4.9780e-02, 5.9468e-02, 9.0735e-03, 3.5371e-02,\n", + " 5.7307e-02, 1.8668e-03, 2.5530e-02, 7.0896e-03, -1.7353e-02,\n", + " 1.9435e-02, -6.4899e-02, 9.2190e-02, -8.1033e-02, -4.8230e-02,\n", + " -4.5026e-03, -5.5676e-02, -2.3679e-02, -2.6258e-03, -5.8901e-03,\n", + " -1.9796e-02, -1.6699e-01, -7.8646e-02, -4.3897e-03, -1.7698e-01,\n", + " -3.3531e-02, 2.3695e-02, -4.1124e-03, 7.3138e-02, 3.6102e-02,\n", + " -1.8301e-02, -1.4327e-01, 4.4598e-02, 2.0931e-02, -3.0549e-03,\n", + " 1.2830e-02, -7.4492e-02, 3.4359e-02, 1.2541e-01, -4.6189e-02,\n", + " -3.9201e-02, 9.7552e-03, 3.7750e-02, 7.1625e-02, 2.4458e-02,\n", + " -3.0181e-03, -2.8193e-02, -8.5843e-02, 1.3731e-01, 3.9742e-03,\n", + " -4.3739e-02, -1.1429e-01, 3.1875e-02, 4.0810e-02, -4.4685e-02,\n", + " 6.3718e-02, 9.0717e-03, -7.1695e-02, -1.0359e-01, -1.0513e-02,\n", + " 2.9483e-02, 4.7546e-02, 9.1696e-02, 3.4495e-02, 8.8962e-03,\n", + " -3.9718e-02, -1.2222e-01, -1.4585e-01, -8.0282e-02, 6.1389e-02,\n", + " -1.1939e-01, 4.9263e-02, 9.5245e-02, 5.2225e-02, -2.6672e-04,\n", + " 4.3842e-02, 6.2628e-02, 2.2652e-02, 9.8249e-02, -1.0906e-02,\n", + " -4.5524e-02, -1.0192e-01, 5.2994e-02, -6.0835e-01, 5.0270e-03,\n", + " -1.5364e-02, 1.5286e-02, 2.1073e-02, 6.7554e-02, -9.0608e-03,\n", + " 1.8360e-02, 1.3934e-02, -6.3171e-02, -6.1486e-02, 1.4765e-01,\n", + " -6.6814e-02, -2.5863e-03, 6.9072e-02, -1.0941e-01, 3.1477e-02,\n", + " -2.2110e-02, 1.2145e-02, -2.7738e-02, -5.2908e-03, 7.4516e-02,\n", + " 5.5743e-02, -1.8674e-01, 2.3701e-02, 7.1559e-02, 2.1703e-02,\n", + " 2.0873e-03, -1.3439e-01, -1.2334e-01, -1.7637e-02, 4.5334e-02,\n", + " 3.0578e-02, -4.3460e-02, -5.2143e-03, 5.8567e-02, -2.8273e-02,\n", + " 8.2915e-02, -1.9440e-02, -1.3945e-03, 5.1026e-02, 5.0649e-02,\n", + " -3.9138e-02, -5.1912e-02, -2.4802e-02, -9.4784e-02, 1.7877e-02,\n", + " -5.0511e-02, 3.3679e-02, -9.9476e-03, 4.0135e-02, 4.7101e-02,\n", + " 6.3703e-02, -3.5107e-02, -2.1194e-02, 1.2561e-02, 5.1499e-02,\n", + " 7.9785e-02, -1.1527e-01, -3.6837e-02, -2.6394e-02, -1.1905e-01,\n", + " -9.6783e-02, 1.0174e-01, -7.1383e-02, 7.3497e-02, 5.9568e-03,\n", + " 2.7958e-02, 1.7887e-02, -6.8977e-02, -8.5402e-02, 5.8450e-02,\n", + " 3.9519e-02, -1.8410e-01, 1.2126e-04, -4.3574e-02, 1.1224e-02,\n", + " 3.3192e-02, -6.9547e-02, 5.7797e-02, -1.2664e-01, -1.1532e-01,\n", + " 5.9530e-02, -5.7526e-02, 5.9039e-02, -1.3476e-01, 8.9598e-02,\n", + " -2.3440e-02, -6.9204e-02, -1.4727e-01, 1.4294e-02, 5.0500e-03,\n", + " -2.8631e-02, 9.9152e-02, -3.4129e-02, -1.9163e-02, -6.2302e-03,\n", + " -4.6757e-02, 1.7264e-02, -7.1762e-02, -2.2174e-03, 2.1902e-02,\n", + " -1.3039e-02, 8.1550e-02, -2.4097e-03, 4.2364e-02, -9.8135e-02,\n", + " 4.9271e-02, -1.4919e-01, 2.1463e-02, 2.5853e-02, 8.4497e-02,\n", + " 3.1409e-02, -8.7231e-02, 2.3432e-02, 2.6108e-02, -1.5420e-02,\n", + " 9.8409e-02, 3.8885e-02, -2.8016e-02, -5.3046e-02, 2.5736e-02,\n", + " 2.1690e-03, -1.0956e-01, -4.8602e-02, 7.6129e-02, -8.2873e-02,\n", + " 4.2430e-02, -8.3504e-02, -7.3892e-02, -1.0125e-02, -1.4667e-01,\n", + " -9.5249e-02, 9.5729e-03, 8.5266e-02, 1.7415e-02, -2.8028e-02,\n", + " 2.5408e-02, 1.9912e-02, 6.3563e-02, -4.2983e-02, -1.5981e-01,\n", + " -3.5785e-03, -1.2662e-02, 1.3002e-01, 1.6666e-02, 5.8627e-03,\n", + " 4.8556e-02, 4.7203e-02, 1.7450e-03, -1.3483e-01, -4.9563e-02,\n", + " -1.4003e-02, -2.5360e-01, -5.2211e-02, -2.0686e-02, 8.3077e-02,\n", + " 5.0855e-02, -9.7688e-02, -5.9463e-02, -6.4293e-02, 1.1800e-01,\n", + " -3.2926e-02, -5.5257e-02, 9.1997e-02, -4.2565e-02, -1.0886e-02,\n", + " -1.1272e-01, -1.2862e-01, -8.2809e-03, -1.0994e-01, -9.1479e-02,\n", + " 9.6863e-02, -2.8046e-02, -1.3795e-01, -1.6158e-01, -3.5587e-03,\n", + " -4.8395e-02, 5.6392e-02, -1.8106e-02, -9.4353e-02, 4.1005e-02,\n", + " -5.1372e-02, 1.7214e-02, -1.8481e-02, 7.0044e-02, -3.8291e-02,\n", + " -7.5019e-03, -4.6876e-03, 3.9003e-02, 4.4423e-02, 5.0153e-02,\n", + " 5.2446e-02, -2.7275e-02, -4.8073e-02, 5.8769e-02, 2.8080e-03,\n", + " 4.5470e-02, 2.2833e-03, 6.0874e-04, -9.9752e-02, 5.7378e-02,\n", + " -1.0630e-02, -3.7426e-02, 1.2583e-01, -4.5001e-02, -3.9327e-02,\n", + " 1.6199e-01, -5.4764e-02, -1.5673e-01, -6.9441e-02, -1.0944e-02,\n", + " 5.1280e-02, 1.7566e-02, 3.4806e-02, 5.7962e-02, -1.2460e-01,\n", + " 7.1225e-03, -9.8463e-02, -5.0013e-03, 3.9799e-02, 3.3597e-02,\n", + " 8.3196e-02, 2.5613e-03, -1.6847e-02, -3.5578e-02, 2.8758e-02,\n", + " -4.3673e-02, -6.4676e-02, 3.0697e-02, -9.0055e-02, -1.0292e-01,\n", + " -1.0245e-01, 9.5398e-04, -2.7432e-02, -6.1103e-03, -4.9161e-02,\n", + " 3.7931e-02, 4.0631e-02, -2.3265e-02, 7.0618e-02, 4.1810e-02,\n", + " 2.8776e-02, -3.7161e-02, 6.5217e-02, -1.1654e-03, -7.8283e-03,\n", + " 2.7351e-02, 1.5455e-02, -1.5972e-02, 2.5158e-02, 2.4958e-02,\n", + " -4.6502e-02, 8.6505e-02, -3.4910e-02, -1.8559e-02, 1.5461e-02,\n", + " 1.6169e-02, 2.7121e-02, 9.3568e-03, 5.8788e-02, 7.6800e-02,\n", + " 5.4809e-03, 2.6193e-02, 5.1144e-02, 9.2268e-02, -3.6491e-02,\n", + " -7.5628e-03, -1.4720e-02, -1.8948e-01, 1.4647e-02, 3.7082e-02,\n", + " -2.6529e-01, 5.7219e-02, 1.5396e-01, -1.1925e-01, -3.7577e-02,\n", + " -1.9909e-02, 1.1527e-01, 1.1313e-03, -4.4189e-02, 3.9548e-02,\n", + " -4.2856e-02, -1.4525e-02, 2.3683e-02, 1.6437e-01, -3.6342e-02,\n", + " -7.4286e-02, -7.5112e-03, 7.2363e-02, 2.3088e-02, -1.2503e-02,\n", + " 3.6760e-02, 5.9914e-02, -5.0071e-02, 8.0386e-02, 4.6452e-02,\n", + " 2.8015e-02, -8.0781e-05, 1.0830e-01, 1.6817e-02, 4.7501e-02,\n", + " -1.0762e-02, 7.1164e-03, 7.8382e-03, -6.2644e-02, -1.9247e-01,\n", + " -1.4347e-02, -7.3048e-02, 2.2692e-02, -1.6246e-02, -5.5042e-02,\n", + " 9.5695e-02, 9.0955e-02, -1.5286e-02, 4.5828e-02, -4.8537e-02,\n", + " 1.4751e-01, 8.7671e-02, -4.0721e-02, -4.9785e-02, 4.0275e-02,\n", + " 1.1929e-01, 9.4903e-03, 4.8871e-02, 1.3037e-01, -4.9360e-02,\n", + " 2.3836e-02, -2.5025e-02, 6.3108e-02, 4.9236e-02, 4.3546e-02,\n", + " 2.6752e-02, 1.7169e-02, 1.3107e-02, -1.7083e-02, -1.2547e-03,\n", + " 4.0917e-02, 5.0577e-02, -7.3947e-03, -8.5595e-03, 7.4129e-02,\n", + " 4.0050e-02, 1.0860e-01, 4.7651e-02, 1.2793e-01, -1.2744e-01,\n", + " -4.4319e-02, 3.5965e-02, -2.1850e-02, -1.3497e-02, -1.3468e-01,\n", + " 3.2172e-02, 2.5957e-03, 6.7975e-03, -3.0531e-02, 1.5896e-02,\n", + " -4.7839e-03, 6.4387e-02, 4.0266e-02, -5.7172e-02, 2.7410e-02,\n", + " -7.7412e-02, 2.6944e-02, 1.2465e-02, -3.9122e-02, 5.0666e-02,\n", + " -1.4740e-01, 4.7516e-02, 6.3075e-02, 2.9911e-02, -4.8246e-02,\n", + " -6.5840e-03, -5.5527e-02, 1.1806e-01, 3.4408e-02, -4.5568e-02,\n", + " 2.2651e-02, 5.3391e-02, 1.3716e-02, 2.3880e-02, 4.8446e-03,\n", + " 4.2257e-02, -6.9626e-02, 2.6004e-02, 6.0837e-02, 1.2059e-02,\n", + " 8.7400e-02, -7.7372e-02, -4.6636e-02, -7.2542e-02, -3.5519e-02,\n", + " 3.3962e-02, -5.6474e-02, 1.0723e-01, 7.9819e-02, 3.3902e-02,\n", + " 4.3674e-02, -7.9836e-02, -8.2630e-02, 7.5413e-02, 1.0358e-01,\n", + " -4.6357e-02, 1.4154e-01, 1.2171e-02, 1.4162e-01, -6.2105e-02,\n", + " 7.5363e-02, -1.7513e-02, -1.8573e-02, -1.4457e-03, 8.2117e-03,\n", + " -1.1108e-02, -3.8689e-02, 2.5486e-02, -2.0361e-02, 6.5482e-02,\n", + " 3.3344e-02, 3.0315e-02, -4.4187e-02, 4.3513e-02, 3.9621e-02,\n", + " 4.2747e-02, 8.9697e-02, 3.4566e-02, 1.8588e-02, 1.5672e-01,\n", + " -1.1812e-01, -4.0930e-03, 8.1755e-02, 3.5769e-02, 6.3572e-02,\n", + " 1.0883e-03, -3.1841e-02, 3.6285e-02, 9.1688e-02, -8.1209e-02,\n", + " 7.2905e-02, -6.2827e-02, -1.0302e-01, 1.4194e-01, 4.3877e-03,\n", + " 5.5821e-02, -1.0288e-02, -2.1995e-02, 1.1843e-01, -1.2469e-01,\n", + " 1.4905e-01, -1.8806e-01, -5.4970e-02, 1.0390e-01, -8.2367e-03,\n", + " 1.5988e-02, 8.2483e-02, -1.0849e-02, -5.4032e-02, -8.4511e-02,\n", + " -3.5080e-02, 3.4848e-02, 2.8213e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8277, 0.8301, 0.8240, 0.8177, 0.8079, 0.8100, 0.8036, 0.8522, 0.8551,\n", + " 0.8169, 0.7806, 0.7337, 0.7863, 0.7730, 0.8375, 0.8041, 0.8061, 0.8016,\n", + " 0.8408, 0.7392, 0.7740, 0.7708, 0.8359, 0.8227, 0.7975, 0.8112, 0.7658,\n", + " 0.8323, 0.7687, 0.8531, 0.8592, 0.7577, 0.8079, 0.8369, 0.8471, 0.8331,\n", + " 0.8273, 0.8057, 0.8124, 0.7691, 0.8495, 0.8234, 0.8501, 0.7961, 0.8522,\n", + " 0.7840, 0.7822, 0.8514, 0.8460, 0.8470, 0.7964, 0.8478, 0.8130, 0.7019,\n", + " 0.8158, 0.7743, 0.8380, 0.7285, 0.8359, 0.7921, 0.8133, 0.7856, 0.7004,\n", + " 0.7705, 0.8432, 0.8413, 0.8325, 0.8377, 0.8125, 0.8165, 0.8470, 0.8586,\n", + " 0.8196, 0.7712, 0.8265, 0.7431, 0.8368, 0.7278, 0.8027, 0.7891, 0.8402,\n", + " 0.8433, 0.8402, 0.8197, 0.7598, 0.7877, 0.8053, 0.8336, 0.8372, 0.8350,\n", + " 0.8039, 0.8132, 0.5940, 0.8155, 0.7984, 0.8266, 0.6752, 0.7806, 0.8389,\n", + " 0.8443, 0.8581, 0.8442, 0.8277, 0.7956, 0.7788, 0.7312, 0.8343, 0.8495,\n", + " 0.8111, 0.7726, 0.8063, 0.8345, 0.7888, 0.8002, 0.8409, 0.8193, 0.8223,\n", + " 0.8601, 0.8320, 0.7739, 0.8222, 0.6359, 0.7974, 0.8067, 0.7298, 0.8037,\n", + " 0.8087, 0.7821, 0.8326, 0.7736, 0.8397, 0.8211, 0.7089, 0.8164, 0.8395,\n", + " 0.8400, 0.8117, 0.7846, 0.8333, 0.7100, 0.8411, 0.8386, 0.8338, 0.8388,\n", + " 0.8346, 0.5569, 0.8557, 0.8325, 0.8282, 0.7773, 0.8361, 0.8310, 0.7520,\n", + " 0.8389, 0.8572, 0.7952, 0.8299, 0.7512, 0.8420, 0.6939, 0.8317, 0.8687,\n", + " 0.8183, 0.8616, 0.7956, 0.8261, 0.8314, 0.7800, 0.5588, 0.8346, 0.8683,\n", + " 0.8112, 0.7879, 0.8028, 0.8562, 0.6863, 0.8062, 0.7932, 0.8269, 0.8056,\n", + " 0.8084, 0.8563, 0.8230, 0.8251, 0.8396, 0.8341, 0.8258, 0.8204, 0.8539,\n", + " 0.8217, 0.8398, 0.7887, 0.8112, 0.8355, 0.8283, 0.8206, 0.8512, 0.7909,\n", + " 0.8015, 0.7912, 0.8390, 0.8087, 0.6918, 0.7956, 0.8195, 0.7645, 0.8281,\n", + " 0.7960, 0.8403, 0.7865, 0.8040, 0.8417, 0.7932, 0.7975, 0.8318, 0.7300,\n", + " 0.7066, 0.8486, 0.6777, 0.7939, 0.8230, 0.8135, 0.8384, 0.8055, 0.8309,\n", + " 0.6804, 0.8080, 0.7632, 0.8364, 0.8377, 0.7982, 0.8263, 0.8038, 0.8576,\n", + " 0.8387, 0.8119, 0.8121, 0.7833, 0.8459, 0.7750, 0.8145, 0.8484, 0.8334,\n", + " 0.7974, 0.8264, 0.6991, 0.7907, 0.8151, 0.8168, 0.6546, 0.8028, 0.7928,\n", + " 0.8105, 0.8411, 0.8573, 0.8090, 0.7671, 0.7941, 0.8282, 0.8036, 0.8380,\n", + " 0.8046, 0.8382, 0.8371, 0.7709, 0.7991, 0.8187, 0.8250, 0.8177, 0.8412,\n", + " 0.8272, 0.8289, 0.8192, 0.8469, 0.8527, 0.8390, 0.7617, 0.8307, 0.8187,\n", + " 0.8276, 0.7604, 0.8274, 0.8530, 0.7192, 0.8223, 0.8360, 0.8299, 0.8127,\n", + " 0.7852, 0.8696, 0.7963, 0.7545, 0.8148, 0.8314, 0.7847, 0.7734, 0.7513,\n", + " 0.7431, 0.8426, 0.8341, 0.8468, 0.8248, 0.8509, 0.8431, 0.8267, 0.8204,\n", + " 0.7688, 0.8486, 0.5621, 0.8455, 0.8136, 0.6994, 0.8054, 0.8008, 0.8402,\n", + " 0.8216, 0.8460, 0.8524, 0.8319, 0.6813, 0.8301, 0.8019, 0.7987, 0.8115,\n", + " 0.8433, 0.8331, 0.7921, 0.8358, 0.8544, 0.8229, 0.7799, 0.7562, 0.8338,\n", + " 0.8106, 0.8286, 0.8266, 0.8215, 0.8480, 0.8471, 0.8274, 0.7780, 0.8844,\n", + " 0.7968, 0.8492, 0.8036, 0.6878, 0.8510, 0.8124, 0.8207, 0.8202, 0.8194,\n", + " 0.8352, 0.8419, 0.7187, 0.8432, 0.8352, 0.8126, 0.7886, 0.7904, 0.7973,\n", + " 0.8266, 0.8118, 0.8015, 0.8123, 0.8173, 0.8352, 0.7912, 0.8307, 0.8286,\n", + " 0.7644, 0.8383, 0.8261, 0.8464, 0.8039, 0.8266, 0.8392, 0.8583, 0.8216,\n", + " 0.7742, 0.8632, 0.8260, 0.3881, 0.8394, 0.8179, 0.8230, 0.8499, 0.8184,\n", + " 0.8471, 0.8469, 0.8088, 0.7857, 0.8234, 0.8166, 0.8113, 0.8416, 0.8684,\n", + " 0.8196, 0.7618, 0.8217, 0.8412, 0.8231, 0.7978, 0.7933, 0.8135, 0.7835,\n", + " 0.7824, 0.8399, 0.8169, 0.8271, 0.8516, 0.8067, 0.8441, 0.8442, 0.8390,\n", + " 0.8231, 0.7982, 0.8247, 0.8035, 0.8224, 0.7074, 0.8018, 0.7302, 0.8141,\n", + " 0.8040, 0.7746, 0.8048, 0.8193, 0.7969, 0.8459, 0.7264, 0.8420, 0.8009,\n", + " 0.8319, 0.7895, 0.8335, 0.8469, 0.7720, 0.8081, 0.8252, 0.8014, 0.8064,\n", + " 0.8453, 0.7915, 0.6704, 0.8249, 0.8052, 0.8175, 0.8050, 0.8078, 0.7764,\n", + " 0.8468, 0.8520, 0.8147, 0.7963, 0.8542, 0.8525, 0.8420, 0.8328, 0.8054,\n", + " 0.8030, 0.8033, 0.6928, 0.8538, 0.8449, 0.8284, 0.7567, 0.7780, 0.7906,\n", + " 0.7780, 0.8344, 0.8115, 0.7794, 0.8280, 0.8387, 0.8196, 0.8362, 0.8165,\n", + " 0.8445, 0.7990, 0.8085, 0.8142, 0.8029, 0.7262, 0.8085, 0.8196, 0.8165,\n", + " 0.8051, 0.8454, 0.7807, 0.8250, 0.8383, 0.8336, 0.7794, 0.8388, 0.8483,\n", + " 0.8315, 0.7269, 0.8090, 0.8527, 0.7946, 0.7988, 0.8270, 0.8193, 0.7879,\n", + " 0.8196, 0.8687, 0.7983, 0.8115, 0.8259, 0.8336, 0.7830, 0.7999, 0.8265,\n", + " 0.8509, 0.8074, 0.7933, 0.8113, 0.6988, 0.8044, 0.8076, 0.8536, 0.7355,\n", + " 0.8307, 0.8120, 0.8270, 0.8455, 0.8255, 0.8303, 0.8297, 0.7546, 0.7672,\n", + " 0.8094, 0.8624, 0.8330, 0.8477, 0.8068, 0.8105, 0.8444, 0.8039, 0.8981,\n", + " 0.7537, 0.7125, 0.8363, 0.7913, 0.8363, 0.7347, 0.8344, 0.8354, 0.8048,\n", + " 0.8059, 0.8445, 0.7743, 0.8134, 0.8532, 0.8359, 0.8299, 0.8033, 0.7840,\n", + " 0.8236, 0.8541, 0.8487, 0.8171, 0.8339, 0.8332, 0.8096, 0.8166, 0.8145,\n", + " 0.8519, 0.8311, 0.8342, 0.8283, 0.8591, 0.8476, 0.7541, 0.8033, 0.8372,\n", + " 0.8646, 0.6989, 0.8340, 0.8383, 0.7917, 0.8560, 0.8330, 0.7985, 0.8331,\n", + " 0.8313, 0.7542, 0.8703, 0.7986, 0.8627, 0.8518, 0.8247, 0.8565, 0.8131,\n", + " 0.7871, 0.8081, 0.8073, 0.8369, 0.8309, 0.8351, 0.8189, 0.8732, 0.8500,\n", + " 0.8222, 0.8366, 0.7896, 0.8489, 0.7662, 0.8248, 0.8169, 0.8615, 0.7782,\n", + " 0.8555, 0.7951, 0.7110, 0.8467, 0.7843, 0.8690, 0.8457, 0.7830, 0.7802,\n", + " 0.8254, 0.8532, 0.8491, 0.8285, 0.8209, 0.8077, 0.8030, 0.8119, 0.8428,\n", + " 0.8136, 0.7624, 0.8103, 0.7947, 0.8437, 0.8068, 0.8396, 0.8406, 0.7835,\n", + " 0.8345, 0.8277, 0.7829, 0.8547, 0.7828, 0.8521, 0.8312, 0.8157, 0.8535,\n", + " 0.8401, 0.7960, 0.8563, 0.8394, 0.8357, 0.7940, 0.6845, 0.7782, 0.7624,\n", + " 0.8355, 0.8324, 0.8043, 0.8515, 0.8547, 0.8360, 0.8429, 0.8399, 0.8104,\n", + " 0.8491, 0.8054, 0.8266, 0.8183, 0.7222, 0.8422, 0.8132, 0.7829, 0.8348,\n", + " 0.8351, 0.8274, 0.8255, 0.8413, 0.8376, 0.8442, 0.8350, 0.7864, 0.8308,\n", + " 0.8487, 0.8218, 0.7692, 0.8632, 0.8519, 0.8406, 0.8342, 0.8463, 0.8128,\n", + " 0.8563, 0.8318, 0.8065, 0.8136, 0.7724, 0.8133, 0.6653, 0.8605, 0.8267,\n", + " 0.8252, 0.8331, 0.8426, 0.7846, 0.7529, 0.7901, 0.8348, 0.8520, 0.7725,\n", + " 0.8336, 0.7802, 0.8415, 0.8095, 0.8517, 0.8034, 0.8115, 0.8359, 0.7958,\n", + " 0.7874, 0.8450, 0.8469, 0.8218, 0.8210, 0.8376, 0.8229, 0.8073, 0.8181,\n", + " 0.8189, 0.8266, 0.8234, 0.8492, 0.9094, 0.7444, 0.8136, 0.8407, 0.7935,\n", + " 0.8565, 0.7543, 0.8300, 0.8253, 0.8389, 0.8078, 0.8304, 0.8055, 0.7951,\n", + " 0.8124, 0.8217, 0.8558, 0.8421, 0.8404, 0.8037, 0.8344, 0.8407, 0.7752,\n", + " 0.7358, 0.8422, 0.8273, 0.7704, 0.8245, 0.8083, 0.8066, 0.8114, 0.8096,\n", + " 0.7860, 0.8131, 0.8555], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.0494e-02, -6.9239e-02, -3.3572e-02, 5.2311e-02, -9.7171e-02,\n", + " 7.0128e-02, -1.3345e-01, -9.1016e-02, -2.4380e-02, -1.7933e-02,\n", + " -2.0095e-02, -1.3722e-01, 6.0120e-02, -1.2645e-01, -6.3324e-03,\n", + " -2.1480e-02, 8.3300e-03, 2.0323e-02, -1.0128e-03, -2.2379e-01,\n", + " -1.5738e-01, 9.2064e-02, -1.1581e-01, -8.6196e-02, -2.0264e-02,\n", + " -1.4674e-01, -9.4585e-02, 3.9849e-04, 5.5408e-02, -4.3916e-02,\n", + " -2.2805e-02, -8.6351e-02, -8.7145e-02, 3.4056e-02, -6.8661e-02,\n", + " 1.8095e-02, 2.7065e-02, -1.1772e-01, -1.1491e-01, 4.3329e-02,\n", + " -5.1076e-02, 5.3483e-02, -3.8194e-02, -1.0900e-01, -2.8203e-02,\n", + " 6.1454e-03, -2.3486e-02, 1.3464e-02, -6.8799e-02, -1.1370e-02,\n", + " 1.0033e-01, -2.9508e-02, -1.5438e-01, 7.8670e-02, -4.9823e-02,\n", + " -1.6524e-02, -5.2450e-02, 8.6899e-02, -9.1755e-02, 7.7384e-03,\n", + " 1.7778e-02, -6.9716e-03, 4.4335e-02, 6.0352e-02, -2.8732e-02,\n", + " -7.2967e-02, -4.5065e-02, -2.8727e-02, -3.7056e-02, 3.2750e-02,\n", + " 5.2438e-02, -6.3101e-02, 3.2352e-02, -3.4270e-03, -1.2161e-01,\n", + " -5.3811e-02, -3.8245e-02, -6.8196e-02, -7.2574e-02, -7.1561e-02,\n", + " -3.0189e-02, -4.1359e-02, -8.1225e-02, -1.2027e-01, -5.1078e-02,\n", + " -2.4684e-02, 6.5825e-02, -9.9088e-02, -4.6596e-02, -4.5763e-02,\n", + " -2.2356e-02, -1.1253e-02, -2.5705e-01, 1.4600e-02, -6.2228e-02,\n", + " -7.3428e-03, -1.2882e-01, 2.9436e-02, -1.1786e-02, -4.7502e-03,\n", + " -8.8863e-02, -8.7100e-02, -5.8786e-02, 1.8792e-03, -7.9713e-02,\n", + " -3.4753e-02, 3.4736e-02, 4.8005e-04, -5.7281e-02, -5.4666e-02,\n", + " -2.1907e-02, -5.9543e-02, 6.3744e-02, 5.4463e-02, -1.8910e-02,\n", + " -1.1957e-02, -4.1915e-02, -3.7542e-02, -3.9728e-03, -1.2213e-01,\n", + " 1.5178e-03, 1.2422e-01, 1.7821e-02, -2.6692e-02, -3.3790e-02,\n", + " 2.9188e-02, -4.7732e-03, -7.5892e-02, -5.5306e-02, -2.4165e-02,\n", + " -7.3612e-02, -8.2526e-02, 3.5692e-02, -5.8749e-03, 8.7773e-03,\n", + " 4.5198e-02, -2.0331e-02, -5.5151e-02, 4.1368e-02, 7.1295e-02,\n", + " -3.1735e-02, -5.6571e-02, -2.6447e-02, -4.8356e-02, -4.5267e-02,\n", + " 1.5224e-01, -2.9308e-02, -1.9321e-03, -2.0700e-02, -1.3055e-01,\n", + " -3.4241e-02, -9.5634e-02, 3.7676e-02, -7.1527e-02, -5.6979e-02,\n", + " -1.2920e-02, -1.0852e-01, -1.7097e-01, -6.8022e-02, -1.5923e-02,\n", + " -1.1302e-02, -1.4833e-02, -1.1621e-02, -6.5376e-02, -1.7816e-02,\n", + " -1.3714e-01, -4.9338e-02, 5.9311e-02, 1.7468e-01, -1.6213e-02,\n", + " -3.8584e-02, -8.1795e-02, -1.4310e-02, -1.6689e-01, -8.2473e-02,\n", + " -1.0993e-01, -3.3751e-02, -4.3828e-02, -3.1490e-02, -8.1261e-02,\n", + " 9.9612e-03, -6.5593e-02, -1.8580e-02, -1.3301e-01, -1.0810e-01,\n", + " -1.1314e-02, -1.0608e-01, -8.7890e-02, -1.0554e-01, -3.7420e-02,\n", + " -1.8246e-03, 7.0297e-02, -1.3699e-01, -3.7411e-03, -6.0961e-02,\n", + " -8.1663e-02, -2.2591e-02, -1.1217e-01, -2.6142e-04, 1.7505e-02,\n", + " 7.0455e-03, -1.0829e-01, -4.9968e-02, -6.3656e-02, 1.3295e-02,\n", + " -8.9551e-02, -7.4982e-02, -3.2262e-02, -6.2251e-02, -1.4836e-02,\n", + " -2.6610e-02, 1.5064e-02, -9.6644e-02, -1.1627e-01, -1.9382e-02,\n", + " 1.0768e-04, 3.9637e-02, -5.2214e-03, -1.2991e-01, 6.9673e-03,\n", + " -3.5884e-02, -8.1422e-02, -5.3881e-02, -3.2233e-02, -3.7856e-02,\n", + " -1.3889e-01, -9.4414e-02, 2.1097e-02, -9.0368e-02, -3.8438e-02,\n", + " -8.8240e-02, -3.0354e-02, -6.7163e-02, -1.7042e-02, -3.0849e-02,\n", + " -8.2202e-02, -5.1699e-02, -4.8954e-02, -8.5609e-03, 3.8232e-02,\n", + " -2.2692e-02, -4.4196e-02, -3.3168e-03, -5.7049e-02, -4.1371e-02,\n", + " -5.3919e-03, 3.6889e-02, -5.6482e-02, 2.5477e-02, 1.0118e-01,\n", + " -5.4489e-02, -1.1332e-01, 1.7647e-03, -1.9584e-03, 1.1106e-03,\n", + " 4.3217e-02, 6.1327e-02, 3.9738e-02, -5.9028e-02, -5.5770e-02,\n", + " -9.0251e-02, 1.3630e-02, -1.2098e-01, -7.1996e-02, -1.0900e-01,\n", + " -5.6447e-02, -2.1974e-02, -4.7587e-02, -7.2531e-02, -5.2994e-02,\n", + " -3.7659e-02, -3.2374e-02, -4.5239e-02, -3.4204e-02, 1.7925e-02,\n", + " -4.6292e-02, 1.5596e-02, 7.1451e-02, -1.2783e-02, 4.8524e-02,\n", + " -9.0837e-02, -3.6809e-02, -3.9677e-02, 2.7325e-02, 8.5334e-02,\n", + " -3.6055e-02, -6.7942e-02, -1.3512e-01, -9.5420e-02, -4.2282e-02,\n", + " -4.9434e-02, -2.7950e-02, 3.2344e-02, -2.4760e-03, -1.1095e-01,\n", + " -5.5282e-02, -1.9309e-02, -1.9236e-01, -3.5105e-02, -2.2421e-02,\n", + " 9.6877e-03, -2.4121e-02, 2.8237e-02, -9.0179e-02, -1.6678e-01,\n", + " -1.2857e-01, 4.6221e-02, 1.1899e-02, 7.4813e-02, -1.4786e-02,\n", + " 1.1839e-02, -8.9604e-02, -4.1799e-02, 1.0231e-02, -6.7102e-02,\n", + " -3.7469e-02, -5.3879e-02, -4.5370e-02, 2.1477e-03, -5.8916e-02,\n", + " -1.2198e-02, -3.8707e-02, -8.7035e-02, 5.5218e-02, -4.0060e-02,\n", + " -1.1132e-01, -5.1071e-02, -2.2102e-02, -1.3831e-02, -4.9538e-02,\n", + " -9.4911e-03, -2.8487e-02, -4.1896e-02, -1.3084e-01, 1.0205e-02,\n", + " -6.7491e-02, -1.0187e-02, 8.5128e-03, -2.9098e-02, -3.2847e-02,\n", + " -1.4953e-02, -9.7244e-02, -6.8480e-02, -9.8954e-03, -1.8714e-02,\n", + " -9.5773e-02, -1.2151e-02, 3.7252e-02, 3.0568e-02, 4.8364e-02,\n", + " 1.0140e-02, -1.1715e-01, -7.1135e-03, -6.8321e-02, -3.3497e-02,\n", + " 6.0599e-03, -2.0805e-02, -6.9610e-02, 2.6346e-02, -3.9408e-02,\n", + " -5.0415e-02, 2.9185e-02, -4.1285e-02, -7.8182e-02, -4.6692e-02,\n", + " -3.0470e-03, -6.4371e-04, -5.5869e-02, 6.5250e-03, 2.3301e-02,\n", + " -4.1362e-04, -4.1954e-02, -7.7697e-02, -8.7864e-02, 3.1415e-02,\n", + " -4.8112e-02, -3.6784e-02, -1.1244e-02, 5.0423e-02, -1.6101e-02,\n", + " -2.0555e-02, 1.1417e-01, -8.2894e-02, 8.9627e-02, -3.6676e-02,\n", + " -3.0710e-02, 2.6132e-02, -9.3542e-02, -1.4358e-02, 1.5105e-02,\n", + " -5.9929e-02, -6.5510e-02, -9.4797e-02, -1.4699e-02, -1.1456e-01,\n", + " -2.8886e-02, 9.0256e-03, 5.1278e-02, -2.4078e-02, -2.6382e-02,\n", + " 7.3632e-03, 6.1210e-03, -2.3070e-02, 4.8692e-02, -4.5451e-02,\n", + " 1.1202e-01, -6.4603e-02, -6.3012e-02, -6.5059e-02, 4.8674e-03,\n", + " 4.3204e-02, 5.3306e-03, -5.1949e-02, -6.2507e-02, -1.3015e-02,\n", + " -6.6683e-02, -4.0300e-02, -3.0812e-02, -4.4579e-02, -1.9321e-02,\n", + " -1.2225e-02, 3.4613e-02, -9.7632e-02, -3.5585e-02, 7.1398e-02,\n", + " -5.7081e-02, -3.2617e-02, 6.4256e-03, 5.1575e-02, -9.0184e-02,\n", + " -3.7052e-02, 1.3078e-02, 1.5910e-03, -5.1146e-02, -5.8468e-02,\n", + " -1.1555e-01, 6.6237e-02, 2.4509e-02, 1.4734e-02, 4.2756e-02,\n", + " -3.3400e-02, -3.2198e-02, -3.0030e-02, 1.4074e-02, -3.5604e-02,\n", + " 8.0464e-03, 1.2484e-02, -6.4880e-02, -1.3125e-02, 5.6338e-02,\n", + " -1.0700e-02, -3.3618e-02, -1.2430e-01, 6.0595e-02, -8.8803e-02,\n", + " -9.2630e-03, -4.9865e-02, -6.3150e-02, 5.6852e-03, 3.0266e-02,\n", + " -6.2053e-02, 4.9653e-02, -6.0407e-02, -1.2440e-01, -9.0744e-02,\n", + " 2.5398e-02, 5.8245e-02, -3.4738e-02, -7.4756e-02, -4.9891e-02,\n", + " -5.4959e-02, 2.7933e-02, -4.3400e-03, -2.1084e-02, -3.5295e-02,\n", + " -1.1632e-02, -2.2031e-02, -3.1687e-02, 3.6487e-02, -1.0440e-02,\n", + " -6.6188e-02, -1.2880e-01, -1.9424e-02, -3.0458e-02, -1.5626e-02,\n", + " -3.9210e-02, -5.5642e-02, -7.9712e-02, 8.0355e-02, -3.8994e-02,\n", + " -5.3180e-02, -2.2593e-02, -1.2382e-01, -3.7367e-02, 2.5418e-02,\n", + " -3.8537e-02, 2.6419e-03, -7.3765e-02, -1.6326e-02, -7.1445e-02,\n", + " -2.2867e-02, -4.3866e-02, -4.9742e-02, -3.7827e-03, 5.7705e-03,\n", + " -1.9355e-02, 1.5992e-03, -4.3071e-02, 3.0688e-04, -4.5572e-02,\n", + " -2.1450e-02, -1.2305e-02, -4.0738e-02, -5.7952e-02, 6.4506e-02,\n", + " -1.1078e-01, 2.5363e-02, -8.9307e-03, 4.0527e-02, -7.7325e-02,\n", + " 1.4900e-02, -7.9799e-02, -7.6209e-02, 1.9006e-02, 4.6509e-02,\n", + " 1.6076e-03, -5.7261e-02, -4.3976e-02, -5.0785e-02, -4.6341e-02,\n", + " 3.8114e-02, -2.7983e-02, -3.8558e-02, -5.8375e-03, -2.4728e-02,\n", + " -1.4737e-02, -1.9339e-02, -7.8047e-02, -3.7503e-02, 4.3071e-02,\n", + " -6.7834e-02, 4.3043e-02, -3.3216e-03, -3.3793e-02, -1.9978e-02,\n", + " 2.2843e-02, 6.1715e-03, 5.2989e-03, -1.0278e-01, -9.8603e-02,\n", + " -4.4119e-02, 4.0115e-02, -9.1831e-02, -7.6330e-02, -1.1738e-01,\n", + " 3.6531e-02, -7.6673e-02, -3.6519e-02, -1.0326e-01, -3.4593e-02,\n", + " -4.5150e-03, -2.6802e-03, 2.9437e-02, -3.0110e-03, 8.7811e-03,\n", + " -5.4702e-02, -4.1350e-02, 9.9302e-03, -4.0556e-02, 1.0190e-02,\n", + " -5.4287e-02, -4.5395e-02, -5.2088e-02, -5.4472e-02, -2.1482e-02,\n", + " -5.3140e-02, -1.0429e-02, 2.5314e-02, -7.8315e-02, -3.4090e-02,\n", + " 2.8963e-02, -1.7140e-02, -9.9090e-02, -3.1958e-02, -9.6056e-03,\n", + " -6.8848e-02, -1.9435e-01, -4.6869e-02, 4.7915e-03, -2.3587e-02,\n", + " -8.4345e-02, 1.2865e-02, -4.7453e-02, -2.7520e-02, -6.9908e-02,\n", + " -2.1776e-02, -7.7942e-02, -8.1344e-02, -8.8128e-02, -5.5907e-02,\n", + " -8.7587e-02, -7.8733e-02, 3.1099e-02, -6.0602e-02, -9.8341e-02,\n", + " -5.5006e-02, -5.6393e-02, -8.4273e-02, -5.1951e-02, -3.8026e-03,\n", + " -3.0514e-02, -1.3434e-03, -4.0253e-02, -1.6160e-02, -1.1743e-02,\n", + " -7.5754e-02, 1.7645e-02, -2.8654e-02, -3.1305e-02, -8.4756e-02,\n", + " -6.8512e-02, -7.9587e-03, -3.8693e-02, -4.4597e-02, -2.3619e-02,\n", + " -7.1496e-02, -1.5750e-01, 1.7903e-02, -2.3177e-02, -3.9376e-02,\n", + " -9.9279e-02, -1.0198e-01, 1.2039e-02, -1.4439e-01, -8.0793e-02,\n", + " -3.7915e-02, -6.8198e-02, -6.3960e-02, -8.7385e-02, -9.4628e-02,\n", + " 1.5104e-02, -4.5651e-02, -5.6888e-02, -3.9364e-02, 4.2532e-03,\n", + " 6.2822e-03, -9.7295e-02, 1.4715e-03, 1.7083e-02, -1.0385e-01,\n", + " -2.4758e-02, -4.0588e-02, -5.9271e-02, -8.8198e-02, 5.1931e-02,\n", + " -1.8842e-02, -2.4097e-02, -1.9881e-02, -4.3839e-02, -1.6683e-02,\n", + " -5.7929e-02, -8.8481e-03, -7.9132e-02, -2.8942e-03, -3.2661e-02,\n", + " -1.8181e-02, -5.9240e-02, -4.1779e-02, -8.2334e-02, -3.7144e-02,\n", + " -3.9740e-02, -6.6563e-02, -7.5435e-03, 2.7602e-04, -6.0352e-02,\n", + " 1.2749e-02, -1.1228e-01, -5.8860e-02, -1.0841e-01, 1.1129e-02,\n", + " -5.4373e-02, -6.4303e-03, -1.3797e-01, 3.4063e-03, -2.5362e-02,\n", + " 2.8497e-02, -1.2011e-01, -4.9321e-03, -1.8135e-02, -6.4064e-02,\n", + " -3.5712e-02, -1.1776e-01, -5.8070e-02, -6.3189e-02, 7.0842e-04,\n", + " -1.1438e-01, 3.0301e-02, -5.7693e-03, -4.8914e-02, 2.9518e-02,\n", + " -9.2074e-02, -4.9359e-03, -3.9812e-03, -7.0403e-02, -2.5478e-02,\n", + " -5.9708e-02, -1.2388e-01, -8.2504e-02, -8.5471e-02, -7.7713e-02,\n", + " 4.3188e-02, -8.7228e-02, -5.0785e-02, -7.9561e-02, 4.8213e-02,\n", + " -7.1289e-02, -2.9454e-02, -6.5618e-02, -7.7986e-02, -7.0871e-02,\n", + " 1.4499e-02, 1.3745e-02, -2.4416e-02, 5.4785e-03, -8.4109e-02,\n", + " -2.3814e-02, -1.8341e-02, -2.6466e-02, 1.2193e-02, -7.6618e-02,\n", + " 1.0241e-02, -8.7620e-02, -6.6335e-02, -8.3364e-02, -1.1883e-01,\n", + " -7.5803e-02, -1.0263e-01, -3.6374e-02, 3.0434e-03, -1.2217e-02,\n", + " -4.6287e-03, -3.8441e-02, -1.1248e-01, 1.5267e-02, -3.3650e-02,\n", + " -9.1552e-02, 6.4992e-03, -1.8604e-02, -8.0038e-02, -3.1986e-02,\n", + " -5.3885e-02, 5.8193e-02, -1.5155e-02, -6.5616e-02, -7.0809e-03,\n", + " -4.9905e-02, 1.1088e-01, -9.8603e-02, -1.8572e-02, -5.9597e-02,\n", + " -6.4257e-02, -8.4648e-02, -3.6704e-02, 1.0849e-02, 1.0935e-02,\n", + " -2.9944e-02, -8.9490e-03, -4.9784e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 7.0458e-02, -1.3413e-01, -5.1415e-02, 6.1329e-04, 1.2485e-01,\n", + " -2.3160e-02, 9.2162e-04, -5.2612e-03, -7.9784e-02, -2.2057e-01,\n", + " -7.4146e-02, 1.0247e-01, 9.7634e-02, -1.5478e-01, -4.0834e-02,\n", + " 3.7156e-02, -6.8666e-02, -6.1311e-02, 1.1434e-01, -3.3406e-02,\n", + " 1.1338e-01, -1.7237e-01, 1.0358e-01, 1.8742e-02, 4.1806e-02,\n", + " -1.5427e-01, 1.4638e-02, -1.6289e-03, -3.6387e-02, 8.1822e-02,\n", + " -5.6402e-02, -2.3178e-01, -4.4397e-02, -7.9753e-02, 1.1408e-01,\n", + " 1.1806e-01, -1.4331e-03, -2.4632e-02, 5.3993e-02, 1.6443e-02,\n", + " -6.9576e-02, -1.3975e-01, 7.5028e-02, 3.5681e-02, -4.6045e-02,\n", + " -9.7089e-02, 2.8592e-01, 5.0177e-02, 1.0826e-01, 2.3113e-02,\n", + " 1.8790e-02, 9.3372e-02, -1.5020e-01, -5.6738e-02, 2.5033e-02,\n", + " 1.0295e-01, -2.2554e-02, 3.8231e-02, 9.6961e-02, -1.1177e-01,\n", + " 3.1087e-02, -2.9600e-02, -4.6057e-02, -4.5839e-02, 3.3200e-02,\n", + " 5.9752e-02, -1.1522e-01, -5.7751e-02, 5.7012e-02, 3.5096e-02,\n", + " 1.4827e-01, -5.2832e-02, 3.2397e-02, -6.1503e-02, 4.9718e-02,\n", + " 3.6928e-02, 1.1139e-01, -1.4615e-01, 6.1351e-02, -2.2236e-02,\n", + " 5.3864e-02, 1.9927e-01, 1.9497e-01, 4.5732e-02, -3.4166e-02,\n", + " -7.0115e-02, 8.3599e-03, 1.0147e-01, 3.2765e-02, -8.3591e-02,\n", + " -1.2635e-01, 8.6134e-02, 1.4976e-02, -7.3115e-02, 2.0502e-01,\n", + " 1.4502e-01, 1.5976e-01, 2.2137e-01, 3.6839e-02, 8.7763e-02,\n", + " 9.6183e-02, 6.6420e-02, 5.8736e-02, 2.3167e-02, -1.3591e-01,\n", + " 1.2142e-01, -1.0120e-01, -2.0058e-01, 4.2026e-02, 1.9183e-01,\n", + " -2.4461e-02, 3.7974e-02, -2.4038e-01, 2.2500e-02, 9.4703e-03,\n", + " 1.9583e-02, -6.9426e-02, -1.1339e-01, 2.0212e-01, 8.9252e-02,\n", + " -7.1125e-03, -1.6362e-01, -3.0168e-01, 8.2694e-02, -3.1659e-01,\n", + " -1.6747e-01, 1.2972e-01, -2.7914e-02, -2.6397e-01, 4.1177e-01,\n", + " 1.2252e-01, -1.9190e-01, 1.2659e-01, 2.2187e-01, 1.8745e-01,\n", + " 9.1578e-02, 4.1811e-01, 2.1165e-01, -2.3808e-01, 1.3677e-01,\n", + " 5.4899e-02, 3.7985e-01, -4.9435e-01, 1.9959e-01, -4.1115e-01,\n", + " 1.4076e-01, 3.2423e-01, -1.7088e-01, 3.6753e-02, -8.4073e-02,\n", + " 3.2537e-01, -2.7104e-01, -3.6756e-01, -1.3829e-01, 1.3077e-01,\n", + " 2.5180e-01, 1.4565e-03, -8.8185e-02, 1.6973e-01, -4.8411e-01,\n", + " -6.1179e-02, -9.1329e-02, -3.7195e-01, -2.6812e-01, -1.1216e-01,\n", + " 5.0065e-01, -8.1869e-02, -4.1484e-01, -3.3661e-02, -2.6117e-01,\n", + " 1.0787e-01, -6.0509e-02, -1.1453e-01, 1.0601e-01, 3.5180e-01,\n", + " 2.9985e-01, -3.9011e-02, 2.3987e-01, -4.9467e-02, 4.4336e-01,\n", + " 1.2968e-01, -7.1369e-02, -4.5167e-01, -1.3387e-01, -2.2014e-01,\n", + " -3.8011e-02, 7.0273e-02, -1.7924e-02, -1.3583e-01, -1.5456e-01,\n", + " 1.1586e-01, 5.9036e-02, 2.6441e-01, -2.0500e-01, -1.1959e-01,\n", + " 2.4788e-01, -1.1783e-01, 4.2783e-01, -2.0625e-01, -3.1593e-01,\n", + " -1.1498e-01, -8.4215e-02, 1.3873e-01, -1.0911e-01, 2.1896e-02,\n", + " 6.2344e-01, 3.6165e-01, 1.6600e-01, -2.9486e-01, 1.3810e-01,\n", + " -7.2069e-01, 1.0354e-02, -1.8532e-01, 7.2902e-03, 1.9833e-01,\n", + " -1.7086e-01, -4.7316e-02, 1.6060e-01, 1.5354e-01, 1.4154e-01,\n", + " 1.0622e-01, 1.2976e-02, -2.8206e-01, 1.3968e-01, 1.3000e-02,\n", + " -6.7234e-03, -3.4252e-02, -1.9691e-02, -2.1170e-01, 1.4033e-01,\n", + " 2.5195e-01, 8.3278e-02, 1.5831e-01, -5.5443e-02, 1.9239e-01,\n", + " 9.4992e-02, -3.1965e-01, 1.8669e-01, -5.6818e-01, -7.3598e-02,\n", + " 2.6009e-01, 3.4286e-02, -1.5125e-02, 2.3350e-01, -1.1540e-01,\n", + " 8.9940e-02, 1.9138e-02, 1.2292e-02, 1.1128e-02, 3.8369e-02,\n", + " 2.3720e-01, -6.1414e-02, 1.0822e-01, 2.2247e-02, 7.4746e-02,\n", + " 2.6781e-01, -2.6947e-02, -1.4337e-02, 9.5395e-02, 2.8505e-02,\n", + " -1.0431e-01, 6.5849e-02, -7.6652e-02, -8.1692e-02, 8.3926e-02,\n", + " -6.9016e-03, 1.0577e-01, 7.1226e-02, 9.2976e-02, 6.4286e-02,\n", + " 4.4104e-02, -1.2476e-01, -7.6680e-02, 4.6227e-02, -1.4684e-01,\n", + " 2.4441e-01, -5.6103e-02, -3.1267e-02, 2.6542e-01, -1.0495e-01,\n", + " -5.3203e-02, -3.1034e-01, -1.3724e-02, -1.7406e-01, 3.4188e-01,\n", + " 1.5708e-02, 3.4579e-01, 3.7150e-01, 1.3695e-01, -2.0094e-02,\n", + " -1.4249e-01, -1.4996e-01, 7.6650e-02, 3.1146e-02, 9.0864e-02,\n", + " -5.2919e-02, -4.5837e-02, 1.3877e-01, 1.2685e-01, -2.1389e-02,\n", + " -2.1478e-01, 1.9449e-01, -1.7655e-02, 1.1544e-01, -2.1539e-02,\n", + " 1.3681e-01, 7.5903e-02, -1.7807e-01, -9.0068e-02, -1.8549e-01,\n", + " -8.4337e-02, 2.8474e-02, -3.7053e-02, 8.8656e-02, -7.8410e-02,\n", + " -3.0044e-01, 7.6578e-02, -8.6009e-02, 4.4881e-02, 2.2207e-01,\n", + " 4.0736e-02, -1.5735e-02, -1.3485e-01, 2.4064e-02, -1.7691e-02,\n", + " -7.1483e-02, -1.5563e-01, 2.3145e-02, -3.2105e-02, -6.4954e-02,\n", + " 3.7405e-02, -1.6936e-01, -3.0927e-02, -7.6812e-02, -1.6936e-02,\n", + " -2.3868e-02, 1.9260e-02, 2.9133e-02, -3.5938e-02, -8.8135e-02,\n", + " -5.2115e-01, -4.3920e-02, -2.6252e-01, 4.8833e-02, 2.1311e-01,\n", + " 9.6438e-02, -7.8871e-02, -6.2410e-02, -7.7524e-03, -1.6280e-01,\n", + " 6.7774e-03, -1.2876e-02, 3.9861e-03, 8.1279e-02, 6.3908e-02,\n", + " -1.1062e-01, -1.1185e-01, -2.7747e-01, 1.7071e-01, 2.3600e-01,\n", + " -5.0287e-02, 4.4513e-01, -2.2962e-02, 1.9210e-01, -7.2517e-02,\n", + " 8.3201e-02, -4.7533e-02, -4.4830e-02, 6.8033e-02, 1.1465e-01,\n", + " -2.6439e-02, -2.4864e-01, 1.5682e-01, -8.1473e-02, 5.1195e-02,\n", + " 1.1430e-02, -1.9383e-02, 7.0320e-02, 2.6813e-02, -2.7686e-02,\n", + " 7.1862e-02, -1.6799e-01, 1.0643e-02, 2.1768e-02, 4.7716e-02,\n", + " -1.5338e-01, 1.2417e-01, -3.3596e-02, -1.5851e-01, -9.4268e-02,\n", + " 2.5214e-01, 1.3985e-01, 2.1496e-01, -1.2716e-01, 5.6395e-02,\n", + " -2.8049e-02, -2.1809e-01, 2.3306e-02, 8.3607e-02, -1.7014e-01,\n", + " 2.0245e-01, 3.3476e-02, 3.7745e-01, -1.7768e-02, -2.8505e-01,\n", + " 4.8512e-02, 1.7565e-01, -6.8004e-02, 1.6971e-01, -4.7947e-03,\n", + " 1.1149e-01, -6.6293e-02, -1.5158e-01, -2.7082e-02, 3.9324e-02,\n", + " -1.2235e-02, -7.8607e-02, 1.9633e-01, -1.1167e-01, 1.4566e-01,\n", + " 8.7697e-02, 6.0600e-02, -1.8243e-02, -1.2594e-01, -7.0884e-02,\n", + " 1.3651e-01, -2.0096e-03, -7.3846e-02, -1.0368e-01, 3.4081e-01,\n", + " -5.1537e-02, 3.3916e-02, 9.8264e-02, 1.8081e-01, 9.3840e-02,\n", + " -7.6893e-02, 1.4750e-01, -5.7390e-02, -1.1937e-01, 6.2344e-03,\n", + " -3.9877e-02, -1.5248e-01, 8.9908e-02, -2.9805e-01, 2.8100e-02,\n", + " -2.1777e-01, -3.0448e-01, 1.7988e-02, 1.8570e-02, 9.8961e-02,\n", + " 5.0421e-01, 2.7602e-02, -4.6037e-02, -3.4207e-01, -2.4650e-01,\n", + " -3.7764e-02, -2.0102e-01, 8.3910e-02, -3.7005e-01, -1.4513e-01,\n", + " 1.4604e-01, 7.3432e-02, 1.0569e-01, -1.0202e-02, 2.2167e-01,\n", + " -2.0404e-01, 3.8687e-01, 2.5140e-01, 2.8018e-01, -8.6869e-02,\n", + " -4.7966e-02, -1.3860e-01, -2.5856e-01, 1.2471e-01, -1.3597e-01,\n", + " -1.9934e-01, 8.7606e-02, -7.0543e-02, 1.4869e-01, 7.3133e-04,\n", + " -3.0808e-02, -3.6403e-01, 3.7935e-01, -1.4004e-01, 9.3023e-04,\n", + " -4.7049e-02, 2.2357e-01, -1.3424e-02, 2.2656e-02, 2.1452e-01,\n", + " 8.6131e-03, 2.9831e-01, -8.5689e-02, -8.5514e-02, 1.9094e-01,\n", + " 3.1854e-01, 7.7363e-02, 1.4070e-01, -2.8922e-01, -3.6205e-02,\n", + " -5.3205e-02, 7.3351e-02, 1.0209e-01, 7.9747e-02, 8.2369e-02,\n", + " 6.5185e-02, 7.7275e-04, -5.3597e-02, -1.1220e-01, -5.7099e-03,\n", + " 3.3706e-01, -1.2866e-01, -2.7339e-02, -8.8222e-02, 1.3725e-02,\n", + " 3.7894e-02, 8.2848e-02, 6.3295e-02, -2.5273e-02, 3.1086e-02,\n", + " -1.1371e-01, -4.4980e-02, 4.5222e-02, 6.3484e-02, 1.8768e-02,\n", + " 6.6905e-03, -1.0450e-01, 9.5492e-03, 1.5535e-02, -3.2119e-02,\n", + " 9.0357e-02, 6.4929e-02, 5.1067e-02, 5.5471e-02, 1.4940e-02,\n", + " -4.3615e-02, -1.4805e-02, 1.5402e-02, -3.7294e-02, 3.6690e-02,\n", + " 1.9525e-02, 8.9487e-02, -1.0701e-02, -1.5746e-02, -1.9358e-02,\n", + " -1.0974e-01, -8.2868e-02, 1.1119e-01, 1.4538e-02, -4.3316e-02,\n", + " -1.4856e-02, -8.1707e-03, 2.7514e-02, -1.7030e-02, -2.4840e-02,\n", + " 3.0258e-02, -7.5733e-02, 1.1954e-02, 2.1979e-02, -1.9951e-02,\n", + " -3.4641e-01, 9.9652e-03, -6.2871e-02, 7.7101e-03, 3.9395e-02,\n", + " -1.5744e-02, 1.5923e-03, 5.2414e-03, -7.5762e-02, 1.1848e-01,\n", + " -3.2802e-02, -2.1575e-02, -2.2514e-02, -7.9981e-03, -4.1279e-02,\n", + " 2.3731e-02, -3.4802e-02, -6.9281e-02, -7.9437e-02, 6.2935e-02,\n", + " -8.9618e-02, -3.4347e-02, 1.1022e-01, 1.1898e-01, -9.8651e-03,\n", + " 3.0018e-02, -3.3199e-02, 1.9590e-02, -4.3484e-02, -2.6160e-03,\n", + " -3.1479e-02, -3.5263e-02, -6.8237e-02, -3.6163e-02, 8.2423e-03,\n", + " -3.2197e-02, 4.8062e-02, 5.3198e-02, 4.3466e-02, -1.0946e-02,\n", + " 1.3541e-02, -7.7863e-02, -4.1349e-02, -5.2811e-02, -2.1493e-03,\n", + " 1.3141e-01, -6.5234e-02, 1.8365e-02, -3.8181e-02, -3.0147e-02,\n", + " -9.1990e-03, -3.8245e-02, 4.2157e-02, 1.2235e-02, 6.3925e-02,\n", + " 6.2379e-02, 7.0967e-02, 5.3118e-02, -9.5716e-02, 4.4917e-02,\n", + " 5.4255e-02, -6.4227e-02, 3.9906e-02, 2.0616e-02, 3.8707e-02,\n", + " 2.5480e-01, 3.0784e-02, -1.2052e-01, 8.5427e-02, -6.5499e-04,\n", + " 9.7013e-03, 2.2873e-02, -5.0217e-02, 1.0338e-01, -8.4900e-03,\n", + " -6.4923e-02, 3.2992e-02, -4.4531e-02, -2.5578e-02, -1.1307e-02,\n", + " -3.8217e-03, -9.2726e-02, -2.5944e-01, 1.2399e-01, 2.7599e-02,\n", + " 8.5303e-02, -3.5674e-02, 4.8556e-01, -2.9920e-02, -1.3968e-01,\n", + " -5.3070e-02, 2.9379e-02, -3.8417e-02, 2.1518e-02, 1.0570e-01,\n", + " -3.7335e-02, -1.9560e-02, -2.3809e-02, 5.0901e-02, -1.8098e-02,\n", + " -2.0276e-02, -1.2497e-02, -6.8531e-02, -4.2004e-02, 3.2683e-02,\n", + " -8.0187e-02, -9.8797e-02, -8.2666e-03, -3.5253e-02, -5.4555e-02,\n", + " -2.9475e-02, -2.4152e-01, 1.7964e-02, -5.4437e-02, 3.9490e-02,\n", + " -5.1086e-02, 6.8498e-02, -1.6838e-01, 4.4887e-02, -1.4492e-02,\n", + " 4.3560e-02, -1.0666e-01, -5.1992e-02, -1.0660e-01, 5.1500e-02,\n", + " 3.4664e-02, 2.2238e-02, 3.8979e-01, -1.0480e-02, -2.9697e-01,\n", + " 1.5641e-02, 1.6951e-01, -1.0563e-02, -2.3606e-02, -1.4585e-02,\n", + " 4.0271e-02, -2.5508e-02, 4.7070e-02, -1.0112e-01, -8.5467e-02,\n", + " -7.1952e-04, 1.0857e-01, 1.2354e-01, 1.2379e-01, 1.0350e-02,\n", + " 4.9299e-02, 9.7206e-02, -3.9278e-02, 4.1521e-02, 1.7032e-02,\n", + " 3.8272e-01, -2.5015e-02, 6.0918e-02, -7.1699e-03, 9.0962e-03,\n", + " -6.2540e-01, -9.0364e-03, -1.3090e-01, -1.6619e-01, 4.0946e-02,\n", + " -9.5329e-02, 1.1887e-01, -3.3100e-01, -1.3473e-01, -7.6803e-02,\n", + " 6.5816e-02, -4.8938e-02, 4.5867e-02, -6.2980e-02, -7.7438e-02,\n", + " -2.6075e-02, -1.5768e-02, 1.5237e-02, 1.9958e-02, -1.2526e-01,\n", + " -2.3099e-02, 9.2351e-02, -7.3021e-02, -5.5299e-02, -1.9925e-02,\n", + " -7.0338e-02, -3.1536e-01, -1.0741e-01, 1.1864e-03, 2.0530e-01,\n", + " -5.5884e-04, -5.8585e-02, -2.5057e-02, -7.6277e-02, 1.4021e-01,\n", + " -3.8439e-02, 3.7559e-02, 3.6662e-02, 1.1731e-02, 7.4104e-02,\n", + " 5.3317e-02, -1.7874e-02, -1.4379e-03, 4.8137e-02, 2.5396e-02,\n", + " -1.9900e-01, 1.0314e-01, 9.2160e-02, 1.0789e-01, -6.5952e-02,\n", + " 5.7872e-02, -5.8446e-03, 2.7522e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.8872e-03, -2.3519e-03, 2.8113e-03, 1.7309e-03, -5.4665e-03,\n", + " -1.7616e-03, -4.4446e-03, -3.8292e-03, -2.1873e-03, 7.4610e-03,\n", + " 4.3797e-03, 1.3200e-03, -3.5842e-03, 1.7545e-03, -6.3231e-03,\n", + " -4.5096e-03, 6.8033e-03, 6.4048e-03, -5.1770e-03, 4.0649e-03,\n", + " 4.9600e-04, 2.0712e-03, 3.2133e-03, 5.4763e-04, -4.7511e-03,\n", + " -7.0966e-04, 4.2517e-04, -7.9383e-03, 1.2120e-03, -3.3155e-03,\n", + " 2.9555e-03, 2.0717e-03, 1.3964e-03, 5.0351e-03, -3.1226e-03,\n", + " -4.3756e-03, 6.5477e-04, 7.8115e-04, -5.8201e-03, -1.9640e-03,\n", + " -1.9159e-03, 2.9158e-03, 2.2146e-02, -9.2337e-04, -1.7579e-04,\n", + " 9.1010e-05, -6.7467e-03, -1.0338e-03, -1.2989e-03, 7.3795e-04,\n", + " -8.6086e-04, 3.3662e-03, -2.4189e-04, -3.5234e-03, -6.0111e-04,\n", + " -1.5009e-03, -2.8063e-03, -9.8548e-04, 5.8791e-03, 2.1651e-03,\n", + " 2.1810e-03, -3.4630e-03, -1.3416e-03, 4.3329e-03, 3.9026e-05,\n", + " 6.1279e-04, -3.4633e-03, -2.9351e-04, 2.1314e-04, 1.5353e-04,\n", + " -9.2294e-04, 1.2460e-03, -6.1330e-04, -1.6093e-03, 4.8428e-04,\n", + " 3.5618e-04, 2.4395e-03, -1.6880e-03, -4.7728e-04, -1.5382e-03,\n", + " 1.4782e-03, -6.2441e-04, 1.3531e-03, 3.5304e-03, -1.2268e-03,\n", + " -4.5020e-04, -2.1215e-04, 6.9271e-04, -2.3133e-04, 5.7526e-04,\n", + " -2.9221e-03, 1.5094e-03, -2.5894e-03, 2.4339e-03, 1.1489e-03,\n", + " 8.9521e-04, 3.1222e-03, 1.4750e-03, 4.5719e-04, 3.5028e-03,\n", + " -1.4252e-03, -2.8315e-04, -5.4302e-04, 3.7890e-03, -3.4687e-03,\n", + " 8.6041e-04, -1.3814e-03, -1.9053e-03, -1.8190e-03, -9.7423e-04,\n", + " 2.6342e-05, -1.1458e-03, -5.0739e-05, -2.1020e-03, -1.5079e-03,\n", + " 3.1964e-03, -2.0349e-04, 3.9309e-03, 7.9368e-04, 1.3284e-03,\n", + " 2.2174e-03, -1.0735e-03, -5.8689e-03, 1.2255e-03, -3.7435e-03,\n", + " 7.8641e-04, -1.6483e-03, -1.7388e-03, 5.2899e-03, 7.1100e-04,\n", + " -5.4288e-04, -4.6886e-03, 4.4622e-03, -3.4184e-03, -2.5441e-03,\n", + " -3.6897e-03, -3.3767e-03, -3.5081e-03, -3.6908e-03, 1.5434e-03,\n", + " 5.5489e-04, -2.6388e-04, 2.3055e-03, -1.0550e-03, 8.6016e-03,\n", + " -9.3760e-04, 2.1755e-04, 3.6625e-03, -1.3712e-03, 4.0153e-03,\n", + " -1.5041e-04, -2.0825e-03, 2.1703e-03, 3.4010e-04, -6.1573e-05,\n", + " -5.9676e-03, -3.7117e-03, -7.2690e-04, -7.9161e-03, -1.2926e-03,\n", + " 1.9379e-03, 6.4824e-03, -4.6681e-04, 8.5153e-03, 3.5426e-03,\n", + " 2.8665e-05, -2.1781e-04, 4.2143e-03, -2.4444e-03, 7.2449e-04,\n", + " -1.5950e-03, 7.0954e-04, 7.9721e-03, 2.4805e-03, -1.1018e-02,\n", + " -9.4203e-05, -1.1469e-03, -2.5331e-03, 1.1589e-04, -1.4228e-03,\n", + " -5.0192e-03, 1.0726e-03, 2.0258e-03, 6.8394e-03, 2.6646e-03,\n", + " 3.3533e-03, -2.6485e-03, -5.2667e-03, 2.6569e-03, -1.1103e-03,\n", + " -1.4435e-03, 1.6734e-03, 3.3540e-04, -2.6222e-03, 5.4264e-03,\n", + " -7.9918e-03, -2.6646e-03, -5.8363e-03, -2.0547e-03, -5.2043e-03,\n", + " 3.7724e-03, -7.3365e-04, -3.5408e-03, -2.4112e-03, 1.5972e-03,\n", + " 1.6520e-03, 9.2729e-04, -4.5070e-03, 5.7974e-03, 4.5983e-03,\n", + " 2.1023e-03, -1.9673e-03, 5.3357e-03, -8.3322e-03, 1.0062e-03,\n", + " -1.0153e-02, -1.0970e-03, 6.9930e-03, -8.3623e-03, -4.1701e-03,\n", + " 6.2293e-03, -6.2462e-03, -4.2678e-04, -5.0934e-03, 8.7027e-03,\n", + " -3.5571e-03, -1.7406e-03, -3.5080e-03, -3.1895e-03, 1.2647e-03,\n", + " 2.8374e-03, -6.7437e-03, 6.9968e-03, -3.0601e-03, 1.0346e-03,\n", + " 4.5120e-03, 2.7615e-03, 2.1603e-03, -5.5222e-03, -1.5045e-03,\n", + " 1.3022e-03, 4.8249e-04, 7.6787e-03, 8.3439e-03, 1.7449e-02,\n", + " 3.6641e-03, 1.0621e-02, -3.2017e-04, -1.6804e-02, 3.7556e-03,\n", + " -7.2239e-03, -1.0578e-03, -4.3119e-03, -3.1064e-03, -7.6858e-04,\n", + " -5.9364e-03, -1.0919e-03, 7.2899e-03, -4.9052e-03, 3.9435e-04,\n", + " 1.2732e-03, -5.2913e-04, 2.2326e-03, -1.5453e-03, 1.9741e-03,\n", + " -1.7384e-03, 1.1379e-03, 3.0965e-04, -2.0151e-03, -5.8845e-04,\n", + " -1.5755e-03, 2.5120e-04, 8.7102e-04, -9.9919e-04, 3.6701e-03,\n", + " -4.1290e-03, 3.8984e-03, -1.0080e-03, 2.3937e-03, 8.2791e-04,\n", + " 1.2123e-03, -1.1797e-03, 2.1016e-03, -1.3483e-04, -1.2910e-03,\n", + " 3.5598e-03, -6.0036e-03, -2.2508e-03, 1.6618e-03, -2.9118e-03,\n", + " 3.8518e-03, -1.5198e-03, -4.2278e-03, 4.8391e-03, 5.0760e-03,\n", + " -4.2013e-04, 4.2284e-03, 5.4458e-04, -4.2982e-03, -6.4237e-03,\n", + " 1.7531e-03, -4.8352e-03, -1.0256e-03, 1.3432e-03, 1.8787e-03,\n", + " -4.0918e-04, -1.7179e-04, 1.5203e-03, 1.5837e-03, 1.4185e-03,\n", + " 2.8245e-03, 8.8491e-03, -1.3450e-03, 3.1096e-03, -1.3798e-03,\n", + " 5.0171e-03, 1.6511e-03, 1.8844e-03, 1.0666e-03, 3.2137e-03,\n", + " -3.0409e-03, 4.0987e-03, -8.3556e-03, 5.1788e-03, 1.6350e-03,\n", + " -4.6653e-03, -1.2104e-04, -6.1931e-04, -8.7318e-03, 5.6060e-03,\n", + " 1.4676e-02, -3.2686e-03, -6.6579e-03, -3.3887e-03, 4.6357e-04,\n", + " 1.0879e-04, 7.4173e-03, 6.6998e-03, -4.0557e-03, -3.9812e-03,\n", + " -4.8336e-03, -5.0113e-03, -2.9673e-03, 2.8533e-03, 3.5428e-03,\n", + " -2.9071e-03, 8.8870e-03, 5.4143e-03, 7.7187e-03, -1.6925e-02,\n", + " -5.4556e-03, 4.9550e-03, 3.8407e-03, 1.1161e-02, 4.0367e-03,\n", + " -5.1866e-03, 2.3632e-03, 7.9723e-04, -8.3300e-03, 3.1814e-03,\n", + " -9.8663e-03, 1.3197e-02, -1.5181e-02, -3.7621e-03, 1.0538e-02,\n", + " -1.5667e-03, -1.1125e-02, -1.6771e-03, -2.4388e-03, 1.3722e-02,\n", + " 3.8678e-04, 4.6631e-03, 4.7327e-03, 7.1150e-04, 8.5130e-03,\n", + " -1.0062e-02, 5.6310e-03, 1.7439e-02, -5.6499e-04, 4.7437e-03,\n", + " 3.5271e-03, -5.1131e-03, 6.3873e-03, 2.8899e-03, 7.0020e-03,\n", + " 9.5304e-04, -1.2642e-03, 1.4853e-04, 8.0338e-03, -5.4976e-03,\n", + " 1.3275e-03, -2.0816e-03, 3.7521e-03, -6.4282e-03, -7.7095e-05,\n", + " 1.4837e-03, -7.4556e-03, 1.8242e-03, 1.7926e-03, 1.3763e-03,\n", + " 1.5643e-03, 3.9736e-03, 2.8770e-03, 1.9234e-03, -1.9162e-03,\n", + " -8.3884e-03, -2.8092e-03, -1.5650e-03, -4.2299e-03, -6.9950e-03,\n", + " -3.5442e-03, 1.7444e-03, 4.2121e-03, 5.9991e-03, 7.5150e-03,\n", + " 4.3717e-03, -2.5582e-03, -7.2649e-03, 2.3560e-03, -4.9239e-03,\n", + " -5.5022e-03, -1.5322e-03, -1.2364e-03, 2.2178e-03, 3.7805e-03,\n", + " 7.0755e-05, -6.5835e-03, -1.8899e-03, 3.7957e-03, 5.5061e-04,\n", + " 4.4811e-03, 1.7032e-03, 2.5077e-03, -3.6866e-03, 1.9575e-03,\n", + " 3.5051e-03, -1.2334e-02, 6.9239e-03, 2.1377e-03, -2.8960e-03,\n", + " 4.7898e-03, -3.7488e-04, -4.4222e-03, 8.0189e-03, 1.0461e-02,\n", + " -2.7500e-03, 2.4338e-03, 5.2754e-03, 7.9124e-04, 8.6495e-04,\n", + " -1.3883e-03, 1.5109e-03, -1.1201e-03, -2.5018e-03, 1.6035e-03,\n", + " -6.3721e-03, -5.2780e-03, -4.2074e-03, 9.5221e-03, -1.5821e-03,\n", + " 1.8247e-03, -3.1186e-04, 1.8592e-03, -6.6850e-03, 1.0136e-02,\n", + " -1.4705e-03, -1.0562e-03, 5.1372e-03, -1.1454e-02, 4.3290e-03,\n", + " 7.6974e-03, -2.4303e-03, -3.1726e-03, 5.6935e-04, 1.1644e-02,\n", + " -7.9033e-03, 2.5400e-03, 4.4907e-03, -4.5448e-03, -2.5367e-03,\n", + " 7.1977e-03, -7.6985e-04, 4.0805e-03, 8.8287e-04, 6.9978e-03,\n", + " 2.7244e-03, -1.9131e-03, 2.5923e-03, -9.0125e-03, -1.1627e-03,\n", + " 1.9536e-03, 3.6256e-03, 6.6597e-03, -1.8853e-03, 3.8410e-03,\n", + " 6.0683e-04, 2.3419e-03, -1.3782e-03, -4.3739e-03, -1.7415e-03,\n", + " -1.2571e-02, -1.4763e-02, 3.1011e-03, -7.7736e-03, 5.7606e-03,\n", + " 1.5796e-03, -5.8167e-03, -3.2299e-03, 2.6257e-03, -7.5987e-05,\n", + " 1.0235e-03, 3.4111e-03, 5.0100e-03, 5.0104e-03, 9.0975e-04,\n", + " 9.6746e-03, -2.3490e-03, -1.2679e-03, 2.7144e-03, 9.4060e-04,\n", + " 3.0800e-03, 7.5182e-03, -6.5045e-03, -6.2245e-03, -2.8610e-04,\n", + " -4.4826e-03, -1.0376e-03, -1.8961e-03, -2.5516e-03, 4.9342e-06,\n", + " 9.1479e-04, 4.5927e-03, 3.2982e-04, -5.2831e-03, 4.9621e-03,\n", + " -7.9132e-04, -1.9453e-03, -5.6713e-04, 6.5796e-03, -3.5089e-03,\n", + " -3.7270e-03, -5.0078e-03, 1.2634e-03, -5.1079e-03, 2.2059e-04,\n", + " 9.7555e-03, 6.4510e-03, -3.2019e-03, -3.8870e-04, 5.6135e-03,\n", + " -5.4466e-03, -1.6651e-03, -4.5258e-03, 1.5814e-03, 6.9168e-03,\n", + " -4.1152e-03, 2.6583e-05, 2.0318e-03, 6.9493e-03, 4.1424e-03,\n", + " -1.5015e-03, -4.9303e-03, 7.8861e-03, -9.1158e-03, -7.7443e-03,\n", + " -2.2619e-03, -3.8282e-04, -2.2254e-03, 1.2344e-02, -1.3088e-03,\n", + " 4.5405e-03, 2.0724e-03, 5.9144e-03, -1.1933e-03, 1.6109e-03,\n", + " -5.4291e-03, 6.3921e-03, -1.9903e-03, 2.9528e-03, -4.5357e-03,\n", + " 2.2670e-03, 1.5063e-03, -1.7516e-02, 3.1691e-03, 2.2603e-03,\n", + " 1.0935e-03, -5.4164e-03, -6.3192e-03, 3.0702e-03, -3.0687e-03,\n", + " -4.4413e-03, -1.2237e-03, 1.5021e-03, 3.5066e-04, 4.6169e-03,\n", + " 8.0363e-04, -9.7480e-03, 2.7730e-03, -7.2887e-03, -5.2745e-04,\n", + " 5.1151e-03, -3.6367e-03, -1.1576e-03, 1.1861e-02, -1.2402e-03,\n", + " -3.2083e-03, 4.3196e-03, -9.6174e-03, 1.4391e-03, -3.5363e-03,\n", + " 4.4195e-03, 5.0826e-03, 3.8302e-03, 5.1996e-03, -7.3439e-03,\n", + " 3.9033e-04, 6.1386e-03, 7.5296e-03, -5.1867e-03, 9.0231e-04,\n", + " 4.7027e-03, -5.2164e-03, 1.4633e-04, -5.6336e-04, 5.6730e-04,\n", + " -1.5173e-02, -9.2643e-03, 7.0890e-03, 2.0127e-03, -1.0959e-03,\n", + " 6.7031e-03, 9.3646e-04, -1.5422e-03, 8.2312e-04, -2.0135e-03,\n", + " 6.3998e-03, -9.0399e-04, -1.6684e-04, 2.4039e-03, -2.7191e-03,\n", + " -2.7867e-03, 1.0420e-02, 4.4199e-03, -4.1940e-03, -1.5112e-03,\n", + " -1.1460e-02, -5.5135e-03, -1.7515e-02, -5.5335e-03, 2.5966e-03,\n", + " 1.4162e-03, 3.1905e-03, 3.8289e-03, -4.4273e-03, 4.1189e-04,\n", + " 5.5113e-03, 1.6935e-03, -2.7662e-03, -1.0463e-02, -7.5923e-04,\n", + " 1.2866e-03, -6.3500e-04, 9.3782e-03, -3.9957e-03, -3.3151e-03,\n", + " 2.6598e-03, 7.4693e-04, -1.1556e-03, 1.3795e-04, 5.3328e-03,\n", + " 5.1823e-03, 6.5419e-03, -1.1447e-03, 1.5949e-03, -1.3943e-03,\n", + " 6.2503e-03, 2.0665e-03, 3.8220e-03, -6.9571e-04, -3.8713e-03,\n", + " 4.3399e-04, 1.6794e-03, 4.5102e-03, 3.9795e-03, -4.5057e-03,\n", + " -2.9058e-03, -7.1645e-03, -1.5841e-02, -4.5424e-03, 8.5148e-03,\n", + " -2.8374e-03, 3.1385e-03, -3.2136e-03, -7.6192e-04, 4.1370e-03,\n", + " -3.8638e-03, -5.0032e-03, -3.1116e-03, -7.2104e-03, -3.4872e-03,\n", + " -2.3378e-03, 4.8370e-03, 6.0923e-04, -4.0385e-03, 2.2442e-03,\n", + " 6.5937e-03, -4.8609e-03, -3.7071e-03, -4.0136e-03, -1.5169e-03,\n", + " -3.6751e-03, 3.2689e-03, -1.2338e-03, 2.7481e-03, 5.5167e-03,\n", + " 1.2341e-02, 1.3639e-03, -2.3170e-03, 9.8503e-04, 6.0862e-04,\n", + " -1.1883e-03, 5.6105e-03, 1.0205e-02, 5.0153e-03, -5.1981e-03,\n", + " 3.5623e-03, -6.9581e-03, 6.8070e-03, 1.1007e-03, 1.7706e-03,\n", + " -3.2365e-03, 4.8982e-04, 2.1266e-03, -9.2049e-04, 2.0694e-03,\n", + " -6.5362e-03, -7.6771e-04, 3.4172e-03, 4.5651e-03, 5.1849e-03,\n", + " 4.1007e-03, 9.4081e-03, -5.8673e-03, 3.1680e-03, -5.5596e-03,\n", + " -4.8280e-03, -2.2440e-03, 4.2814e-03, 9.2863e-03, 8.8307e-03,\n", + " -9.2057e-03, 3.3928e-03, 5.7483e-03, -1.1632e-03, 2.3526e-03,\n", + " 1.8270e-04, -4.7160e-03, -6.0624e-03, 5.0146e-03, -1.5548e-03,\n", + " -4.6148e-03, 3.6121e-03, 7.3064e-04, -5.5763e-03, -1.3039e-03,\n", + " 1.3155e-02, -3.4683e-03, -3.9503e-04], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1269e-02, -2.7040e-02, 3.0153e-02, 2.3321e-02, -4.2335e-02,\n", + " 2.9086e-02, 1.2355e-02, -7.0433e-03, 2.0288e-02, 2.2884e-02,\n", + " 1.1782e-02, -1.2715e-02, 2.7778e-02, -2.0415e-02, 1.8526e-03,\n", + " 1.8786e-02, 4.1901e-02, -8.4095e-03, -9.5049e-03, -1.0274e-02,\n", + " 3.0213e-02, -3.3455e-04, -2.9379e-03, -2.2644e-02, -8.5300e-03,\n", + " -1.5973e-02, 1.5740e-02, -1.2385e-02, -9.6552e-03, 1.5497e-02,\n", + " 2.4589e-02, 1.1215e-02, -9.7647e-03, -2.1940e-02, -3.9416e-02,\n", + " 1.1740e-02, 4.3960e-02, -1.4268e-03, -4.6165e-02, -3.5313e-02,\n", + " 4.8251e-04, 6.1630e-02, 2.9175e-02, 4.3158e-02, 1.7704e-02,\n", + " 7.2018e-03, 4.1767e-02, -1.5502e-03, -7.1314e-03, -2.1377e-02,\n", + " -5.0508e-02, 4.8218e-02, 1.3898e-02, 3.0475e-02, 1.2278e-02,\n", + " -8.1240e-03, 2.5670e-02, -1.0707e-02, -2.6698e-02, -9.0723e-05,\n", + " -2.6503e-02, 3.7467e-02, -2.3588e-02, -1.6030e-02, -1.2463e-02,\n", + " 5.7673e-04, 1.4985e-02, 2.3971e-04, 8.2853e-03, 2.4101e-02,\n", + " 1.2962e-02, -2.9672e-03, -5.0275e-04, 2.4170e-02, -3.9960e-03,\n", + " 1.4010e-02, -1.0916e-02, -5.4030e-03, 2.6679e-02, 4.8858e-04,\n", + " -6.8255e-03, 1.0784e-02, 1.2666e-02, 2.7596e-02, 7.5943e-03,\n", + " -7.9831e-03, -8.3640e-03, 9.1546e-03, -1.4336e-03, -5.8934e-03,\n", + " -2.3446e-02, 1.6285e-02, 1.4235e-02, -4.1210e-02, -1.5122e-04,\n", + " 6.5047e-03, 2.4906e-02, -9.0286e-03, -1.0007e-02, 1.7398e-02,\n", + " 1.2986e-02, 1.9264e-02, -8.5582e-03, 9.1006e-03, 7.6375e-02,\n", + " -1.9018e-02, 6.2529e-03, 1.3893e-02, -3.4002e-03, 1.3697e-02,\n", + " 1.0162e-04, -2.2656e-02, 3.6666e-03, 5.7546e-03, -2.6349e-03,\n", + " 4.5438e-03, 2.1614e-02, 5.5860e-03, 2.3648e-02, 1.0183e-03,\n", + " -9.8158e-05, 2.2514e-02, 1.3062e-02, 6.3080e-03, 1.1503e-02,\n", + " 2.2581e-02, 5.2861e-03, -7.5956e-03, 3.4481e-02, 2.1381e-02,\n", + " -1.3788e-02, 5.4105e-03, 2.1244e-02, 1.0700e-02, -5.7659e-03,\n", + " -7.8971e-03, 1.4735e-02, -2.8675e-02, 1.0344e-02, 9.0829e-03,\n", + " 6.3131e-02, -5.8931e-03, -6.4720e-04, -1.7727e-02, -4.4949e-03,\n", + " 6.1541e-03, -2.5836e-02, -1.8705e-02, -9.2194e-03, 2.0183e-02,\n", + " 1.8740e-02, -2.0088e-02, -3.1777e-02, 3.6821e-02, -5.2379e-04,\n", + " -5.3287e-03, 4.5745e-03, -8.1471e-03, -5.6215e-04, 1.7123e-03,\n", + " 3.3553e-02, -1.7471e-02, -2.7115e-02, -1.5678e-02, -4.2551e-02,\n", + " 2.4934e-02, -1.2397e-02, 8.0878e-03, -7.1497e-02, 2.4405e-03,\n", + " 2.3268e-02, -6.7606e-03, -2.3538e-02, 8.2962e-03, -6.7292e-03,\n", + " -6.6678e-03, -3.5869e-02, -1.7362e-02, 1.5040e-02, -1.1585e-02,\n", + " -2.6324e-02, 4.5166e-03, 3.5101e-03, 2.3547e-03, -5.7963e-03,\n", + " 3.9096e-03, -1.7645e-02, 2.2209e-02, 3.8947e-02, -7.6692e-03,\n", + " 7.7851e-03, 8.1256e-03, -2.4145e-03, -5.7546e-03, 3.3421e-02,\n", + " 5.0017e-03, -7.7999e-03, 1.0359e-03, 6.0419e-03, -4.5837e-02,\n", + " -1.4671e-02, -6.0709e-02, 1.3552e-02, -1.6258e-02, -4.7273e-02,\n", + " 1.7456e-02, -2.1232e-02, -5.8964e-03, -1.4567e-02, 5.0111e-02,\n", + " 4.0024e-02, -2.2651e-02, -8.7771e-03, 3.6905e-02, -7.3049e-02,\n", + " 3.2147e-02, 3.2912e-02, -6.0679e-03, -4.3033e-03, 5.3641e-02,\n", + " 7.3067e-03, -8.8653e-03, -2.9240e-02, -4.4541e-02, -3.8843e-02,\n", + " -9.7124e-03, 3.5809e-05, 5.4260e-02, -1.4287e-02, -5.9472e-02,\n", + " 3.9289e-03, -1.1252e-03, -2.3688e-02, -6.2398e-03, 4.5551e-02,\n", + " 1.0765e-01, 3.8682e-03, -4.0624e-02, -5.0065e-02, -1.3631e-02,\n", + " -7.4384e-03, -1.2019e-02, 3.3659e-02, -1.0560e-02, 1.1104e-02,\n", + " -9.1532e-03, -5.1473e-02, 3.2289e-03, 1.3992e-02, -2.5476e-02,\n", + " 1.0107e-01, -6.4574e-03, 2.7527e-02, -8.7453e-03, -4.2302e-06,\n", + " 3.7086e-02, 2.5532e-03, -3.4455e-03, -6.4226e-03, 7.6763e-03,\n", + " 2.2964e-03, -3.2655e-03, 1.7130e-03, -8.4462e-03, -2.1232e-02,\n", + " -1.8072e-02, 1.5473e-03, 6.6377e-04, 1.4186e-02, -1.6419e-02,\n", + " 6.4017e-03, -8.1978e-03, 2.1249e-03, -9.2554e-03, -6.2428e-03,\n", + " 7.6330e-03, -1.0976e-02, -1.7716e-02, -1.1964e-02, -2.8790e-03,\n", + " -3.6074e-03, -2.4680e-03, -6.8153e-03, -7.0752e-03, -9.4087e-03,\n", + " -2.3306e-02, -3.2820e-03, -9.2191e-03, 2.3732e-02, -1.7620e-02,\n", + " -2.3392e-02, -8.5070e-03, 7.9048e-03, 6.9828e-03, -7.4814e-03,\n", + " -3.4292e-02, 4.7143e-03, 8.7072e-05, 4.0919e-03, -2.0623e-03,\n", + " -8.9374e-03, 1.5922e-02, -5.0890e-03, 2.7854e-02, -1.4100e-02,\n", + " 1.1734e-02, -2.8587e-03, -5.2553e-03, 3.7292e-03, -7.7512e-03,\n", + " -1.9324e-03, 1.9278e-02, -1.8537e-02, 2.2459e-02, -1.5999e-02,\n", + " -1.3550e-02, -1.1935e-02, 6.9056e-03, -1.2448e-02, -8.3693e-03,\n", + " -2.5595e-02, -5.3685e-02, -1.8367e-02, 3.8010e-03, -7.0168e-03,\n", + " 6.1324e-02, 9.6782e-03, -6.7239e-03, -6.7554e-03, -1.2345e-02,\n", + " 1.5546e-02, 1.3633e-02, 4.7315e-02, -3.4010e-02, -1.3240e-02,\n", + " -5.3895e-02, -3.8646e-03, -1.1686e-02, -3.5800e-02, -5.1950e-02,\n", + " -8.5364e-04, -5.0416e-02, 1.5779e-02, -1.8859e-02, 2.4494e-02,\n", + " 6.9434e-03, -1.9680e-02, 1.9687e-02, 2.3761e-02, -3.6734e-02,\n", + " -1.4102e-03, -2.4462e-02, -5.1120e-02, 1.3921e-02, 2.3409e-02,\n", + " -2.5718e-02, 4.8483e-02, -6.8908e-03, -3.5083e-02, 8.0923e-03,\n", + " -9.1273e-03, -6.5632e-02, 9.7057e-03, 1.3430e-02, -4.4067e-02,\n", + " -1.2853e-02, 1.3470e-02, -3.7278e-02, -1.4309e-03, -6.1389e-03,\n", + " -3.6898e-03, 3.4666e-02, 2.6990e-02, -8.6831e-04, 2.6026e-02,\n", + " 1.1114e-02, 2.8300e-02, 1.3321e-02, 2.6595e-02, 2.4784e-02,\n", + " 5.6744e-03, 1.4946e-02, -1.7038e-02, 2.9006e-02, -1.2450e-02,\n", + " -4.5618e-03, 2.2332e-03, 8.6830e-04, 1.9175e-02, 1.6112e-02,\n", + " 3.3678e-03, 1.5174e-02, 2.1335e-02, -6.2105e-03, 3.0307e-03,\n", + " -7.0270e-03, -1.8544e-03, 1.3008e-02, -1.1024e-02, 6.1498e-03,\n", + " -3.2726e-03, 6.3953e-03, 1.6015e-03, 1.4402e-03, -1.0108e-02,\n", + " -1.4031e-02, 1.0632e-02, 2.3704e-02, 1.2077e-02, -2.1102e-03,\n", + " 2.3220e-03, 3.7632e-03, 8.2382e-04, 1.7001e-03, -1.1502e-02,\n", + " 6.4154e-03, -6.2139e-03, 1.6471e-02, -4.9992e-03, 2.2138e-02,\n", + " 2.6781e-02, -2.6578e-02, 7.9821e-03, 1.8672e-02, 2.1402e-02,\n", + " 6.0380e-05, -1.1779e-02, 4.4477e-03, 8.4907e-03, 2.1714e-03,\n", + " 4.2008e-03, -2.9262e-02, 2.3466e-02, -4.8315e-04, -1.2450e-02,\n", + " 1.9803e-02, 2.8879e-03, 6.7569e-03, -2.7421e-02, -4.3089e-03,\n", + " 2.6582e-02, -1.1682e-02, -1.6020e-02, 3.3265e-03, -5.4362e-03,\n", + " -5.5526e-03, 9.7108e-03, 1.0928e-02, 1.8526e-02, -8.0684e-03,\n", + " 2.5441e-02, -3.2689e-02, 2.1046e-02, 3.0337e-02, 4.2958e-02,\n", + " -3.2216e-03, -1.5172e-02, -2.1860e-02, 1.3968e-02, -1.4267e-02,\n", + " 2.9220e-02, 9.7512e-03, -2.7261e-02, 2.5770e-03, -8.0345e-02,\n", + " -2.0675e-03, -2.2402e-02, 6.4679e-03, 9.1052e-04, -2.5703e-02,\n", + " -9.2878e-03, 9.6714e-03, -1.8131e-02, 1.2905e-02, 2.4126e-03,\n", + " -2.3756e-02, -1.1871e-02, -3.4254e-02, 1.8821e-02, 4.7715e-02,\n", + " -4.9960e-02, 2.0078e-02, 9.0705e-03, 2.3935e-02, -1.2468e-02,\n", + " 3.5370e-02, -4.6494e-02, -4.6713e-02, -4.7612e-02, -2.6421e-02,\n", + " -1.2863e-02, 2.5235e-02, 1.7518e-02, -8.3164e-03, -6.5830e-02,\n", + " 3.1858e-02, 2.7511e-02, 1.8213e-02, -2.0079e-02, -4.0030e-02,\n", + " -5.6070e-03, -2.8316e-02, -1.7036e-02, -1.3842e-02, 3.7931e-03,\n", + " 2.5490e-02, -3.7644e-03, 3.9502e-02, 2.2922e-02, 2.0587e-02,\n", + " 1.2621e-02, 3.1795e-03, 1.3302e-02, -2.5975e-02, 2.9419e-02,\n", + " -1.5400e-02, 3.4135e-02, 1.7134e-02, -7.8334e-03, -2.9534e-02,\n", + " 2.5242e-03, 9.2631e-03, 1.4264e-02, -4.7406e-03, 2.1376e-02,\n", + " -3.8581e-02, -2.9721e-03, 2.6988e-03, 2.6071e-03, -1.5748e-02,\n", + " 3.6450e-04, 6.8576e-02, -5.3624e-03, -1.6318e-02, -2.5555e-02,\n", + " 2.8971e-02, -1.4630e-02, -1.2967e-02, -8.6081e-03, 2.9818e-02,\n", + " 3.5871e-03, 2.0471e-02, -2.2263e-05, -1.9428e-02, 1.0376e-02,\n", + " 8.2923e-03, -7.9560e-03, -1.5958e-03, -3.6186e-02, 1.9849e-02,\n", + " 1.5669e-02, 8.4078e-03, -6.1640e-03, 1.0373e-02, 8.4303e-03,\n", + " 4.0103e-02, 1.5022e-02, 4.5395e-03, 2.6704e-02, 2.7211e-03,\n", + " 8.0971e-03, 7.1147e-03, 2.7826e-02, 2.9298e-02, 1.0531e-02,\n", + " -8.0039e-03, 9.1778e-03, -2.4684e-03, -1.1000e-02, -1.9649e-02,\n", + " -1.6989e-02, 1.3307e-02, 1.1445e-02, 3.5171e-02, 2.4758e-02,\n", + " -1.9806e-02, 4.4334e-04, -1.3251e-02, 2.5187e-03, 2.4601e-02,\n", + " 3.7509e-02, 8.1402e-03, 1.6786e-02, 1.7466e-02, 1.8976e-03,\n", + " -1.1040e-02, -1.0911e-02, 9.7750e-03, -2.4302e-03, -2.2849e-02,\n", + " -1.1699e-02, 1.2158e-02, 3.1887e-02, -5.2646e-02, 3.6514e-03,\n", + " 1.3063e-04, -4.6793e-03, -2.0487e-02, -1.7724e-02, -1.4063e-02,\n", + " 1.1866e-02, -1.1185e-02, 6.3835e-04, 3.1928e-02, -3.1207e-02,\n", + " -6.7448e-02, 4.7318e-04, -3.0125e-02, -1.3063e-02, -1.7646e-02,\n", + " -1.1105e-02, 1.5752e-02, -5.5687e-03, 7.6593e-04, -1.3607e-02,\n", + " 2.2893e-02, -1.5510e-02, -2.4473e-02, -7.8686e-03, 1.2606e-02,\n", + " -1.8297e-02, 4.0224e-03, -8.7672e-03, -1.2158e-02, -2.5856e-02,\n", + " -1.3388e-02, -1.7375e-02, 1.4868e-03, 1.5093e-02, 2.2414e-02,\n", + " 1.8286e-02, -3.1059e-02, 1.4367e-02, -1.4724e-02, -4.8618e-02,\n", + " -2.4308e-03, -1.5288e-02, -2.0273e-03, 1.7213e-02, 4.2463e-04,\n", + " -1.3135e-02, -1.5690e-02, 8.9493e-04, -2.9570e-02, -6.3602e-03,\n", + " -2.9619e-03, -1.8017e-02, 1.0432e-02, 2.2117e-03, 1.1804e-02,\n", + " -1.1396e-02, 5.8615e-03, -1.1169e-02, -1.4670e-02, -2.0304e-02,\n", + " 2.8487e-02, 2.5248e-02, 4.3964e-03, -1.0290e-02, -6.4478e-03,\n", + " -8.9654e-03, -2.0071e-02, 1.3265e-02, 7.2517e-03, -9.7328e-03,\n", + " -3.8901e-03, 3.0194e-02, -3.3143e-02, -8.0115e-03, -3.5733e-04,\n", + " -1.4295e-02, 1.1689e-02, -1.5909e-02, 1.5747e-02, 9.6311e-03,\n", + " -1.0131e-02, 1.0824e-02, -2.3696e-02, -2.4099e-02, 8.5759e-03,\n", + " 1.6218e-02, 5.0054e-03, 4.6833e-03, 1.7970e-02, 1.9784e-02,\n", + " 1.0283e-02, -1.1613e-02, -9.7666e-03, -2.1307e-02, 2.0828e-03,\n", + " -1.4791e-02, -2.0211e-02, 6.5711e-03, -5.7725e-03, 2.6860e-02,\n", + " 1.0747e-02, -2.9811e-02, -1.5119e-02, -6.5205e-03, 1.7288e-02,\n", + " -3.3931e-02, -2.8821e-02, 4.5775e-02, -5.0926e-03, -3.6719e-03,\n", + " 9.6896e-03, 2.5091e-02, -4.4059e-02, 1.0761e-02, 1.7615e-03,\n", + " 2.8702e-02, -1.3033e-02, -7.3252e-02, 7.7310e-02, 8.2736e-03,\n", + " 1.6724e-01, -4.1113e-02, -2.0197e-02, 1.3014e-02, 7.3114e-02,\n", + " 3.4703e-02, 5.2884e-02, 1.4153e-01, -2.4655e-02, 1.0899e-02,\n", + " -3.7674e-03, -1.6336e-02, -5.1614e-04, -4.4684e-02, 7.8346e-04,\n", + " 4.3247e-03, -3.1676e-02, -2.6619e-02, -9.7459e-02, 5.8674e-03,\n", + " -1.2050e-02, 2.6131e-02, -1.8069e-02, 5.8896e-03, -6.8395e-02,\n", + " 2.0097e-02, 8.7122e-02, 5.6944e-02, 7.1121e-04, 1.0259e-02,\n", + " 6.1486e-02, -8.0885e-02, -1.6891e-02, -1.0637e-01, -3.6095e-02,\n", + " -9.1236e-02, -1.5631e-02, -6.3576e-02, 9.2614e-02, 1.3782e-02,\n", + " -1.5994e-01, 1.1498e-02, -1.9741e-02, 1.2342e-02, 4.5361e-02,\n", + " -4.7461e-02, 2.5383e-02, 9.4318e-03, -8.8552e-02, 4.6658e-02,\n", + " -4.3889e-02, -5.0182e-02, 5.9938e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.0545e-02, 4.7978e-03, -2.7295e-02, -3.2521e-02, -5.2573e-03,\n", + " 5.2566e-02, -3.8502e-02, -3.1586e-02, -3.5277e-02, 2.3004e-02,\n", + " -8.2838e-03, -5.0878e-02, 5.9448e-02, -6.0400e-02, -1.5052e-02,\n", + " 5.7613e-02, 4.4871e-03, 3.7592e-02, 3.7367e-03, -3.7022e-02,\n", + " -1.0768e-01, -3.0301e-03, -4.8511e-02, -1.2609e-02, 3.6692e-02,\n", + " -2.9703e-02, -1.9677e-02, 2.0331e-02, 4.6378e-02, 2.6389e-02,\n", + " 2.4221e-02, -3.8608e-02, -1.7137e-02, -1.6338e-02, 7.7739e-03,\n", + " 3.6933e-02, 5.2195e-02, -3.0370e-02, 3.8620e-02, -7.3954e-03,\n", + " -2.4361e-02, 1.8724e-02, 2.5738e-02, -5.8383e-02, 9.2441e-03,\n", + " -1.6001e-03, -8.7727e-03, -7.0511e-03, -2.4721e-02, -2.4487e-02,\n", + " 6.2027e-02, -5.0800e-03, -3.5015e-02, 4.5620e-02, 6.4375e-02,\n", + " -1.5472e-02, -3.7977e-02, -6.9944e-03, -2.5947e-02, -6.1504e-02,\n", + " -1.6434e-02, -1.9615e-02, 3.1982e-02, 6.0094e-02, -6.7309e-02,\n", + " -3.0414e-02, -6.6629e-03, -1.1763e-02, -4.8531e-02, 1.5318e-02,\n", + " 3.4159e-02, -9.9455e-03, 9.6908e-02, 8.6409e-03, -3.9451e-02,\n", + " 2.4550e-02, 4.8075e-02, -1.0727e-01, -1.5343e-02, -1.0273e-01,\n", + " 4.6355e-03, 1.9601e-02, -4.9829e-02, -2.1895e-02, -2.8171e-02,\n", + " -2.9525e-02, 3.7370e-02, -8.2272e-02, -1.7820e-02, -2.4711e-02,\n", + " 1.7412e-02, 1.6483e-03, -6.1652e-02, 7.0492e-02, 1.8485e-02,\n", + " -7.4860e-04, 3.6639e-02, 1.6852e-02, 3.9453e-02, 3.2269e-02,\n", + " -3.2521e-02, -4.6370e-02, -1.0145e-02, 2.9429e-02, -4.0430e-02,\n", + " -6.2814e-04, -8.1575e-03, -5.9927e-03, -1.3778e-02, 5.7208e-04,\n", + " -5.5548e-02, -1.2231e-02, 3.7104e-02, 4.3259e-02, 2.2152e-02,\n", + " -2.6729e-02, 4.5330e-03, -1.0323e-03, 3.3356e-02, -2.3574e-02,\n", + " -4.4831e-02, 1.1971e-01, 2.4304e-02, -2.7408e-02, 2.5305e-02,\n", + " 3.6108e-02, 1.3840e-02, -3.6126e-02, 6.0001e-02, 6.8056e-02,\n", + " 1.6518e-02, -6.1754e-02, -6.9701e-02, -2.1165e-02, -2.3549e-03,\n", + " 1.3998e-02, 1.2351e-02, -2.5803e-02, 1.7593e-02, -4.9886e-02,\n", + " -2.3917e-03, -9.2823e-03, -2.9261e-02, 3.7538e-02, -2.4985e-02,\n", + " 6.6247e-02, -8.4827e-03, 4.1660e-02, 2.9886e-02, -6.4668e-02,\n", + " -2.8958e-02, 1.2118e-02, 1.1470e-01, -1.2803e-02, -6.5729e-03,\n", + " 3.4164e-02, -1.1297e-02, -5.5700e-02, -1.2479e-02, -6.6576e-02,\n", + " -5.0504e-03, -1.2770e-02, 6.5303e-02, 4.7508e-03, -2.4087e-02,\n", + " -3.8787e-02, -2.4123e-02, -8.9222e-03, 1.6369e-01, 1.2695e-02,\n", + " 9.5606e-03, -3.2574e-02, -3.6814e-02, -3.0272e-02, -2.5614e-02,\n", + " -3.1089e-02, 5.3816e-03, -2.6807e-03, 3.5070e-02, -2.4757e-02,\n", + " -2.6234e-02, 6.5735e-03, 3.0630e-03, 1.9667e-03, -4.1677e-02,\n", + " 3.2218e-02, -1.7885e-02, -3.9910e-02, -2.1727e-02, -2.8882e-02,\n", + " -5.1838e-04, 4.0795e-02, -4.5371e-02, -4.4967e-02, -2.4148e-02,\n", + " -2.1794e-02, -2.2433e-03, -3.0421e-02, -4.0601e-02, 3.2145e-02,\n", + " 2.1909e-02, -4.1146e-02, -3.0092e-02, -2.1882e-02, 1.9802e-02,\n", + " -2.3035e-02, -2.4836e-02, 2.1900e-03, -3.7249e-02, -2.3685e-03,\n", + " -5.2155e-03, 4.8667e-02, -3.6520e-02, -6.5834e-02, -1.2539e-02,\n", + " 4.8325e-02, 2.1462e-03, 3.3093e-02, -9.1668e-02, 6.2019e-02,\n", + " 1.9001e-03, -9.3807e-03, -8.6625e-03, 1.5933e-02, -1.4685e-02,\n", + " -9.6655e-02, -4.6540e-02, 1.3542e-02, -1.7403e-02, -8.5929e-03,\n", + " -4.4783e-02, -3.3132e-02, -4.7259e-02, -6.5732e-03, 1.5892e-02,\n", + " 8.3165e-03, -2.0910e-02, 3.5713e-02, 3.6037e-03, 5.3140e-02,\n", + " -5.5248e-02, -9.8360e-03, 5.6889e-02, 3.2236e-02, -5.3679e-02,\n", + " 6.5537e-02, -8.2064e-03, 2.7997e-03, 7.7579e-02, 1.2926e-01,\n", + " 1.9332e-02, -3.6945e-02, -5.7040e-03, 7.1984e-03, -4.6747e-02,\n", + " -2.6544e-02, 3.2384e-02, -7.8395e-03, 2.9248e-02, 1.8184e-02,\n", + " 1.8953e-02, 4.4860e-02, -1.1329e-02, 8.9244e-03, -7.2899e-02,\n", + " 2.6366e-02, -1.4107e-02, 7.5262e-04, 1.7912e-03, 5.1435e-03,\n", + " -4.1210e-02, 2.1340e-02, 1.8288e-02, -1.2019e-02, 3.0091e-02,\n", + " -6.7398e-02, 1.5532e-02, 3.1889e-02, 4.3751e-02, 2.8697e-02,\n", + " -9.0163e-03, -1.6610e-02, -2.0628e-02, 6.1373e-02, 2.6248e-02,\n", + " -1.1497e-02, 1.0323e-02, -1.6709e-02, -5.3515e-03, 2.0019e-02,\n", + " -6.3542e-03, -6.4686e-03, 4.4472e-02, 1.6952e-02, 2.5686e-02,\n", + " -5.9178e-02, -1.1134e-01, 2.3145e-03, -4.4655e-03, -4.6793e-02,\n", + " 3.3287e-03, 2.3174e-02, 2.4717e-02, 1.5951e-02, -9.2907e-02,\n", + " 5.2353e-04, 4.8828e-02, 6.6647e-03, 5.2054e-01, -2.7165e-02,\n", + " 2.6360e-02, -6.7427e-02, -3.1677e-02, -5.0289e-02, 1.3129e-02,\n", + " 2.3583e-02, -2.2693e-02, -6.1367e-03, 1.0771e-02, -1.4322e-01,\n", + " 2.9806e-02, -1.8141e-03, -2.5516e-02, 5.8928e-02, -2.4718e-02,\n", + " -3.6401e-02, -5.5888e-02, 1.1325e-02, -2.4639e-02, -6.9373e-03,\n", + " 2.6251e-02, -3.0943e-02, 1.9776e-04, -3.4886e-02, 2.3552e-02,\n", + " -4.3215e-02, 1.4054e-02, 3.4559e-02, -1.8327e-02, -9.9021e-03,\n", + " 4.9919e-02, -3.2636e-02, -8.8403e-02, 8.0147e-04, -2.5731e-04,\n", + " -7.6172e-02, -1.7575e-02, -1.4068e-02, -7.1263e-03, -1.7968e-02,\n", + " 5.0058e-03, -5.3905e-02, 3.6398e-02, -6.5471e-02, 2.5008e-02,\n", + " -3.9219e-02, 3.2282e-02, -5.5292e-03, -3.7881e-02, -3.6361e-02,\n", + " -3.2902e-02, -2.6043e-02, 8.0162e-03, -3.9533e-02, -1.7351e-02,\n", + " 9.4107e-03, -3.7312e-02, -3.5838e-02, -1.9665e-02, 4.9409e-02,\n", + " 2.7503e-02, -3.2646e-05, 7.7443e-05, -4.1585e-02, -1.3435e-02,\n", + " 1.9174e-02, -2.6785e-02, 4.6721e-02, 9.6412e-02, 2.5515e-02,\n", + " 3.9050e-03, 6.0028e-02, -3.2146e-02, 3.4005e-02, -8.1853e-03,\n", + " 4.9062e-02, -3.1212e-02, 4.6732e-03, 1.7882e-02, -1.0275e-02,\n", + " 1.1466e-02, -1.2846e-02, 1.4330e-02, -2.6192e-03, -6.1592e-03,\n", + " -2.3209e-02, -3.8201e-02, 4.7951e-02, -2.0110e-02, -1.0250e-02,\n", + " 1.2660e-02, -3.2873e-02, -6.0660e-04, 3.1933e-02, 3.1184e-02,\n", + " 2.9192e-02, -1.3484e-02, 2.3978e-02, -7.0200e-04, 2.8091e-02,\n", + " 3.8178e-02, -2.9022e-02, 7.8065e-03, -1.1418e-02, 4.0498e-02,\n", + " -6.0992e-02, 2.1202e-02, -8.3428e-03, 9.7816e-03, -9.5477e-02,\n", + " 4.2914e-02, 6.9057e-02, -1.1454e-02, -3.2822e-02, 6.5628e-02,\n", + " -1.2325e-02, -4.8853e-02, 2.9537e-02, -2.4557e-02, -6.4392e-02,\n", + " 3.7171e-02, 2.3292e-02, -6.0527e-03, 4.2346e-03, 5.7087e-05,\n", + " -2.4898e-02, -9.4711e-03, 6.3156e-02, 2.1312e-02, -1.2606e-02,\n", + " 6.9635e-02, -4.3627e-02, 1.6444e-02, -1.2800e-03, 3.4127e-02,\n", + " -2.8918e-02, -2.1365e-02, -4.6883e-02, 4.7325e-02, 7.0282e-02,\n", + " 6.4702e-03, 1.9735e-02, -7.5453e-02, 8.5285e-03, 1.4547e-02,\n", + " 5.5228e-03, 2.6051e-02, -2.0764e-02, 7.4247e-03, 5.3548e-02,\n", + " 1.6936e-02, 9.2042e-02, -2.4240e-02, -1.5285e-02, 2.0107e-03,\n", + " -8.3254e-02, 2.4259e-02, -1.8647e-02, -4.1152e-03, 4.1344e-02,\n", + " -1.5309e-02, -6.5933e-03, 2.2393e-02, 1.4065e-02, 6.8878e-02,\n", + " 2.5533e-02, 4.5312e-02, -4.7273e-02, 1.2195e-02, 3.2822e-02,\n", + " -5.5006e-02, -1.3568e-02, 4.3020e-02, 1.7542e-02, 9.3271e-03,\n", + " 1.6404e-02, -9.5558e-03, -2.5200e-02, 6.2971e-02, -2.0871e-02,\n", + " 1.7090e-02, -1.4036e-02, -8.9654e-02, -3.5722e-02, 8.5351e-03,\n", + " 2.5646e-02, -2.4362e-02, 1.9007e-02, -1.3815e-02, 1.0668e-03,\n", + " 3.0124e-02, -5.0603e-03, -2.2713e-02, -5.0680e-02, 7.2516e-02,\n", + " -1.8459e-02, -4.0495e-02, 1.0702e-02, 3.1914e-02, -1.8881e-02,\n", + " -1.0335e-02, 4.4115e-02, 1.8289e-02, 1.8983e-02, 1.6381e-02,\n", + " -5.6939e-02, 5.8426e-02, 5.1809e-02, 4.5404e-02, -2.0641e-03,\n", + " 1.5015e-02, -2.9557e-02, -4.9422e-04, 2.8226e-02, -3.6501e-02,\n", + " 1.2228e-02, -4.2481e-02, 1.7955e-02, -6.8749e-03, 7.8977e-02,\n", + " 3.3076e-02, 8.4979e-02, 2.0454e-02, -5.9122e-02, -1.6459e-02,\n", + " 2.8076e-03, -2.7427e-02, 1.2942e-02, 4.7500e-02, 1.7271e-02,\n", + " 2.8673e-02, 4.6712e-02, 2.8800e-02, -7.0293e-03, 3.9657e-04,\n", + " 9.8114e-02, 1.5386e-02, 1.8516e-02, 2.5414e-02, -3.0033e-02,\n", + " -2.1314e-02, 4.9773e-02, -1.5158e-02, 4.3223e-03, 2.2862e-02,\n", + " 1.2927e-02, -5.8985e-02, 5.0947e-02, -3.1557e-03, 1.8955e-02,\n", + " 9.9036e-03, 9.9126e-03, 8.4511e-02, 2.7497e-02, -4.3364e-03,\n", + " -1.7975e-02, -2.7957e-03, 2.0454e-02, -5.9713e-02, 1.7225e-02,\n", + " 2.5240e-02, 1.0877e-02, -4.0837e-02, 5.4133e-02, -2.8163e-03,\n", + " -8.9384e-04, 2.4503e-02, 5.0877e-02, -1.8714e-02, 2.5555e-02,\n", + " 4.7746e-02, -3.0656e-04, -4.0121e-02, -3.6812e-02, 3.1613e-02,\n", + " 4.2329e-03, -4.6684e-02, 1.8396e-02, 5.5681e-02, 3.9369e-02,\n", + " -2.1213e-02, 2.4599e-02, -2.6654e-02, 3.5678e-02, -1.3363e-02,\n", + " 3.8359e-02, 1.7496e-02, 1.4322e-03, 1.2788e-02, -3.5350e-02,\n", + " -3.6353e-02, 2.1436e-03, 4.5781e-02, 2.3263e-02, 3.1172e-02,\n", + " -5.1115e-02, -2.4003e-03, 3.6001e-02, -9.5393e-03, 5.0734e-02,\n", + " -2.1554e-03, 4.4774e-02, 1.3463e-02, -4.5734e-02, -7.6865e-04,\n", + " 2.4321e-02, -1.8790e-02, -4.4865e-03, 3.0907e-02, -3.3393e-02,\n", + " -4.8710e-02, 2.9006e-02, 1.2566e-02, 1.6059e-02, -5.5442e-02,\n", + " -6.7229e-03, -3.5930e-02, -5.3691e-02, -3.0899e-02, -4.5118e-03,\n", + " -7.8866e-02, -4.1172e-02, 4.0642e-03, -4.9915e-02, 1.4360e-02,\n", + " -6.5134e-03, 7.0755e-03, 4.5255e-03, -5.3511e-02, 2.5087e-02,\n", + " -3.7791e-03, -3.5014e-02, -1.6613e-03, -2.2256e-02, 1.2742e-03,\n", + " 4.8996e-03, 8.2949e-03, -5.5692e-03, 1.5408e-02, -5.9966e-03,\n", + " 1.7624e-02, -3.1948e-02, -3.4815e-02, -5.5280e-03, 4.5409e-02,\n", + " -2.1773e-02, 4.3899e-02, 4.6112e-03, 2.0937e-02, 6.2719e-02,\n", + " -3.9349e-02, -3.2218e-02, -3.6907e-02, 1.7296e-03, -1.0380e-02,\n", + " 6.2993e-02, -8.7945e-03, 2.3957e-02, -1.8737e-02, 9.6456e-03,\n", + " -3.5061e-02, -9.5344e-03, 3.9935e-02, 1.0943e-02, 1.1535e-02,\n", + " 2.8330e-02, -2.3602e-02, -2.0347e-02, -2.3410e-02, 8.0677e-02,\n", + " -1.2090e-03, -2.3553e-02, -2.5631e-02, 2.4529e-02, 1.3112e-02,\n", + " 8.6738e-02, -3.8369e-02, -1.8177e-02, -1.4794e-02, 3.6931e-02,\n", + " -4.8585e-02, -2.1471e-04, 2.3306e-02, 1.2232e-03, 7.2004e-02,\n", + " -7.8174e-02, 5.2464e-02, -1.3123e-02, 6.1606e-03, -1.3155e-01,\n", + " -1.6209e-02, 2.2067e-03, 1.7419e-02, -2.6653e-02, -3.0199e-02,\n", + " -1.7175e-02, 1.6261e-02, 8.3732e-03, 2.5564e-02, 1.2671e-03,\n", + " 9.9538e-02, -4.3610e-02, 5.2563e-03, -1.2351e-02, 5.2107e-03,\n", + " 1.2784e-02, -4.2900e-02, -5.3548e-03, 1.1851e-02, -2.2185e-02,\n", + " -5.0226e-02, 2.0306e-02, -1.9784e-02, -1.4673e-02, 2.0921e-02,\n", + " -7.6363e-03, 1.4226e-03, 3.5814e-02, 7.3090e-02, 1.3370e-02,\n", + " -3.7753e-02, -2.2728e-02, -1.8867e-02, 3.5160e-03, -3.0682e-02,\n", + " -2.6764e-02, -2.9038e-02, -1.9530e-02, 1.4451e-02, 1.2506e-02,\n", + " 4.9037e-02, -2.4175e-02, -2.4652e-02, 5.5033e-02, 1.3578e-02,\n", + " -9.0138e-02, -2.4899e-02, 9.6034e-03, 7.6498e-03, 1.1697e-02,\n", + " -1.3502e-03, 3.3892e-02, -5.2990e-02, 4.1804e-02, -5.3140e-03,\n", + " -4.6533e-02, 1.1580e-01, 3.4675e-06, 3.9616e-03, -4.7453e-02,\n", + " -2.4585e-02, 2.0169e-02, -1.1674e-02, 4.5088e-03, 2.6029e-02,\n", + " -3.5901e-02, 2.2140e-02, -1.9801e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8850, 0.8693, 0.8115, 0.8027, 0.9486, 0.8652, 0.8871, 0.8831, 0.8698,\n", + " 0.8330, 0.7637, 0.7715, 0.7981, 0.7698, 0.8465, 0.8259, 0.7443, 0.7650,\n", + " 0.9037, 0.9052, 0.9046, 0.8314, 0.8717, 0.8952, 0.7879, 0.9215, 0.8028,\n", + " 0.8889, 0.8073, 0.8258, 0.8728, 0.8039, 0.8982, 0.8946, 0.8787, 0.8603,\n", + " 0.8657, 0.8557, 0.8477, 0.9793, 0.8615, 0.8907, 0.8600, 0.8537, 0.8647,\n", + " 0.8238, 0.9300, 0.8727, 0.8987, 0.8591, 0.8971, 0.8482, 0.9514, 0.7831,\n", + " 0.8310, 0.7822, 0.8346, 0.7853, 0.8591, 0.7893, 0.8725, 0.7595, 0.6700,\n", + " 0.8361, 0.8412, 0.8373, 0.8506, 0.8679, 0.8495, 0.9174, 0.8723, 0.8909,\n", + " 0.8554, 0.7368, 0.8856, 0.7299, 0.8484, 0.6672, 0.7863, 0.8175, 0.8647,\n", + " 0.9012, 0.8948, 0.8305, 0.6795, 0.7734, 0.8164, 0.8255, 0.8551, 0.8857,\n", + " 0.8128, 0.8716, 1.0509, 0.8217, 0.8215, 0.7679, 0.6553, 0.8087, 0.8372,\n", + " 0.8959, 0.8908, 0.9011, 0.8649, 0.8123, 0.7725, 0.6100, 0.8323, 0.8772,\n", + " 0.8364, 0.7842, 0.8545, 0.8459, 0.8148, 0.8938, 0.8601, 0.8321, 0.8438,\n", + " 0.8720, 0.8864, 0.8291, 0.8626, 0.7467, 0.8015, 0.8199, 0.7186, 0.7940,\n", + " 0.8363, 0.7522, 0.8440, 0.8234, 0.8880, 0.7965, 0.6338, 0.8407, 0.8345,\n", + " 0.9007, 0.8326, 0.7257, 0.8713, 0.6898, 0.8897, 0.8920, 0.8826, 0.8902,\n", + " 0.7738, 0.8315, 0.8601, 0.8311, 0.8579, 0.8716, 0.7861, 0.8381, 0.7427,\n", + " 0.8785, 0.8550, 0.8094, 0.8622, 0.8240, 0.8710, 0.6590, 0.8674, 0.8818,\n", + " 0.7780, 0.8800, 0.8280, 0.8809, 0.8636, 0.8070, 0.9013, 0.8536, 0.8453,\n", + " 0.8399, 0.7974, 0.9115, 0.8921, 0.7872, 0.7671, 0.8114, 0.8100, 0.8181,\n", + " 0.8408, 0.8712, 0.8112, 0.8891, 0.8994, 0.8510, 0.9295, 0.8575, 0.8785,\n", + " 0.8344, 0.8653, 0.9411, 0.8991, 0.8101, 0.8538, 0.8691, 0.8841, 0.8246,\n", + " 0.8006, 0.7448, 0.8776, 0.8507, 0.6319, 0.8011, 0.8301, 0.8440, 0.8573,\n", + " 0.8052, 0.8503, 0.8258, 0.7898, 0.8860, 0.8388, 0.8262, 0.8240, 0.5967,\n", + " 0.6569, 0.8931, 0.7032, 0.8325, 0.8609, 0.8861, 0.8461, 0.7736, 0.8651,\n", + " 0.6310, 0.8154, 0.8067, 0.8627, 0.8703, 0.8284, 0.8544, 0.8399, 0.8662,\n", + " 0.8499, 0.8086, 0.8547, 0.7501, 0.8719, 0.7933, 0.8102, 0.8630, 0.8408,\n", + " 0.7605, 0.7987, 0.6680, 0.8077, 0.8030, 0.8082, 0.7938, 0.8124, 0.9389,\n", + " 0.8165, 0.8378, 0.8756, 0.8291, 0.8081, 0.8044, 0.7616, 0.8318, 0.8769,\n", + " 0.8518, 0.8873, 0.8364, 0.7928, 0.7751, 0.8396, 0.8267, 0.8324, 0.8773,\n", + " 0.8382, 0.8497, 0.8337, 0.8065, 0.8799, 0.8837, 0.7305, 0.8562, 0.8426,\n", + " 0.8771, 0.7632, 0.8830, 0.8860, 0.6951, 0.8731, 0.7619, 0.8572, 0.9205,\n", + " 0.8282, 0.8823, 0.8126, 0.7094, 0.8774, 0.8323, 0.8787, 0.7345, 0.6750,\n", + " 0.9331, 0.8428, 0.8451, 0.8937, 0.8636, 0.8543, 0.8640, 0.9679, 0.8496,\n", + " 0.8426, 0.8868, 1.6818, 0.8512, 0.7999, 0.6490, 0.7925, 0.8311, 0.8533,\n", + " 0.7980, 0.8785, 0.8667, 0.8249, 0.6624, 0.8517, 0.8222, 0.8189, 0.8642,\n", + " 0.8679, 0.8820, 0.7771, 0.8548, 0.8693, 0.8298, 0.7644, 0.6444, 0.8462,\n", + " 0.9334, 0.8796, 0.8287, 0.8557, 0.8923, 0.8747, 0.8421, 0.7590, 0.9140,\n", + " 0.7596, 0.8562, 0.7684, 0.6392, 0.8787, 0.8760, 0.8397, 0.9157, 0.8406,\n", + " 0.8864, 0.8494, 0.6154, 0.8651, 0.8592, 0.8232, 0.8080, 0.8208, 0.8602,\n", + " 0.8569, 0.7944, 0.8085, 0.7914, 0.8488, 0.8747, 0.7771, 0.8696, 0.8621,\n", + " 0.7858, 0.8616, 0.8257, 0.8940, 0.8509, 0.8833, 0.8695, 0.8531, 0.8396,\n", + " 0.8398, 0.9034, 0.8429, 3.7374, 0.8423, 0.9144, 0.8342, 0.8423, 0.8608,\n", + " 0.8730, 0.8520, 0.8797, 0.7748, 0.8204, 0.8671, 0.7753, 0.8750, 0.8510,\n", + " 0.8500, 0.8235, 0.8338, 0.8771, 0.8216, 0.7368, 0.7579, 0.8413, 0.7475,\n", + " 0.8314, 0.8866, 0.7952, 0.8763, 0.8637, 0.8080, 0.8386, 0.8846, 0.8464,\n", + " 0.8225, 0.8022, 0.8057, 0.8386, 0.8617, 0.7066, 0.8216, 0.8185, 0.8671,\n", + " 0.8032, 0.8462, 0.8457, 0.8442, 0.8512, 0.8686, 0.7797, 0.8512, 0.8003,\n", + " 0.8745, 0.7961, 0.8375, 0.9205, 0.8668, 0.8226, 0.8739, 0.8631, 0.8306,\n", + " 0.8789, 0.8021, 0.5912, 0.8488, 0.8427, 0.9343, 0.8086, 0.8538, 0.8072,\n", + " 0.8836, 0.8718, 0.9224, 0.8551, 0.9017, 0.8732, 0.8287, 0.8713, 0.8071,\n", + " 0.8711, 0.8436, 0.6980, 0.8607, 0.8851, 0.8620, 0.7703, 0.7350, 0.7902,\n", + " 0.7738, 0.7976, 0.9180, 0.7706, 0.8393, 0.8542, 0.7711, 0.8384, 0.7985,\n", + " 0.8631, 0.8458, 0.8434, 0.8486, 0.8663, 0.6658, 0.8319, 0.7989, 0.8596,\n", + " 0.8169, 0.8491, 0.8359, 0.8489, 0.8856, 0.8456, 0.8137, 0.8780, 0.8522,\n", + " 0.8292, 0.6304, 0.7933, 0.8540, 0.8054, 0.7910, 0.8543, 0.7988, 0.8017,\n", + " 0.7940, 0.8717, 0.8372, 0.8258, 0.8595, 0.8500, 0.7408, 0.7778, 0.8314,\n", + " 0.8619, 0.8428, 0.8644, 0.8706, 0.6603, 0.9494, 0.8183, 0.8846, 0.7618,\n", + " 0.8873, 0.8440, 0.8163, 0.8417, 0.8058, 0.8688, 0.8480, 0.6464, 0.8272,\n", + " 0.8195, 0.8578, 0.8263, 0.8789, 0.8109, 0.8564, 0.8152, 0.7638, 0.9109,\n", + " 0.7887, 0.6671, 0.8776, 0.8020, 0.8699, 0.9841, 0.8716, 0.8246, 0.8239,\n", + " 0.8534, 0.8780, 0.7701, 0.8414, 0.8917, 0.8848, 0.8364, 0.8447, 0.7795,\n", + " 0.8936, 0.8650, 0.8805, 0.8398, 0.8306, 0.8897, 0.8151, 0.8315, 0.7884,\n", + " 0.8567, 0.8566, 0.8560, 0.8124, 0.8859, 0.8490, 0.6872, 0.8286, 0.8489,\n", + " 0.8675, 0.6240, 0.8782, 0.8463, 0.8195, 0.8376, 0.8822, 0.8177, 0.8447,\n", + " 0.8594, 0.9784, 0.8608, 0.8085, 0.8519, 0.8747, 0.8664, 0.8970, 0.7990,\n", + " 0.7960, 0.7944, 0.8383, 0.8342, 0.8673, 0.8362, 0.8210, 0.8885, 0.8883,\n", + " 0.8340, 0.8867, 0.8400, 0.8793, 0.7906, 0.8517, 0.8467, 0.8182, 0.7912,\n", + " 0.8717, 0.7544, 0.6103, 0.8290, 0.7976, 0.8864, 0.8583, 0.7969, 0.7886,\n", + " 0.8548, 0.8861, 0.8412, 0.8398, 0.8975, 0.9123, 0.8346, 0.8174, 0.8896,\n", + " 0.8068, 0.8157, 0.8387, 0.8569, 0.8687, 0.8215, 0.8781, 0.8641, 0.7582,\n", + " 0.8891, 0.8598, 0.8196, 0.8441, 0.7114, 0.8811, 0.7845, 0.8436, 0.8529,\n", + " 0.8112, 0.8472, 0.8862, 0.8625, 0.8183, 0.7923, 0.6480, 0.7893, 0.7810,\n", + " 0.8405, 0.8508, 0.7928, 0.8570, 0.8785, 0.8829, 0.9033, 0.8575, 0.8054,\n", + " 0.8824, 0.8265, 0.8473, 0.8210, 0.5653, 0.8461, 0.8084, 0.8000, 0.8650,\n", + " 0.8411, 0.8698, 0.8825, 0.9204, 0.8542, 0.8927, 0.8834, 0.8579, 0.8597,\n", + " 0.8863, 0.8447, 0.7953, 0.8564, 0.8923, 0.8756, 0.8463, 0.8706, 0.8236,\n", + " 0.8920, 0.8600, 0.8787, 0.8168, 0.7208, 0.8156, 0.6629, 0.8969, 0.8670,\n", + " 0.8135, 0.8187, 0.8691, 0.8053, 0.8053, 0.8289, 0.8698, 0.8603, 0.7667,\n", + " 0.8751, 0.8126, 0.8187, 0.7971, 0.8816, 0.8092, 0.8548, 0.8822, 0.7835,\n", + " 0.7966, 0.8399, 0.8729, 0.8256, 0.8367, 0.8706, 0.8262, 0.8057, 0.8505,\n", + " 0.8744, 0.8596, 0.8794, 0.8816, 0.9081, 0.8772, 0.8030, 0.8818, 0.7856,\n", + " 0.8863, 0.7395, 0.8430, 0.8722, 0.8880, 0.8189, 0.7814, 0.8807, 0.8152,\n", + " 0.8329, 0.8486, 0.8740, 0.8924, 0.8825, 0.8023, 0.8362, 0.8630, 0.7928,\n", + " 0.8629, 0.8481, 0.8380, 0.7351, 0.8758, 0.8517, 0.8296, 0.8681, 0.8576,\n", + " 0.7642, 0.7803, 0.8774], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.0336e-03, 5.2285e-03, -2.8415e-02, -2.2355e-01, 2.8281e-01,\n", + " -1.0355e-01, 2.1058e-01, 5.2141e-02, 9.3133e-03, -1.0140e-01,\n", + " -9.5627e-02, 2.1383e-01, -6.5770e-02, 9.9821e-02, 1.5656e-02,\n", + " 7.9254e-02, -1.1230e-01, -2.8406e-02, -7.8713e-02, 2.4294e-01,\n", + " 2.4602e-01, -2.3040e-01, 1.1285e-01, 3.0359e-01, -2.3410e-02,\n", + " 2.6385e-01, 1.2775e-01, -2.4427e-01, -2.4724e-01, 6.4968e-02,\n", + " -4.9040e-02, 3.0989e-02, 2.4190e-01, -1.9570e-01, 8.1310e-02,\n", + " -1.3567e-02, -1.4962e-01, 2.3354e-01, 1.6837e-01, -4.0372e-01,\n", + " -8.2497e-02, -1.8586e-01, -1.6642e-02, 1.1182e-01, 8.5592e-03,\n", + " -1.3928e-01, -1.0552e-01, -9.6952e-02, 2.1425e-02, -1.1056e-01,\n", + " -2.3767e-01, -5.2616e-02, 2.2837e-01, -3.9718e-01, 3.9357e-02,\n", + " -7.2787e-02, 8.0630e-02, -2.5140e-01, -1.3714e-03, -7.7234e-02,\n", + " -5.7403e-02, 4.9509e-02, -2.1094e-01, -1.5049e-01, 2.4436e-02,\n", + " 1.0605e-01, -2.2542e-02, -6.6176e-02, 1.5422e-02, -1.9702e-01,\n", + " -3.3141e-01, 9.1690e-02, -9.0190e-02, -1.1617e-01, 9.8462e-02,\n", + " -6.1607e-02, -3.8342e-02, 1.5944e-01, 4.5236e-02, 5.7582e-02,\n", + " -1.0090e-02, 1.2384e-02, 7.6772e-02, 1.3772e-01, 4.2770e-03,\n", + " -7.8976e-02, -8.5676e-02, 5.8032e-02, 5.1380e-04, 8.9491e-02,\n", + " -3.2615e-02, -1.5720e-01, 7.2433e-01, -7.8350e-02, 6.4355e-02,\n", + " -8.4763e-02, 1.1380e-01, -1.4482e-01, -7.4009e-02, -7.2901e-02,\n", + " 6.5144e-02, 1.1149e-01, 2.2596e-02, -1.2960e-01, 1.3151e-02,\n", + " -2.0588e-01, -1.1241e-01, -1.0558e-01, -8.9636e-03, 2.9718e-02,\n", + " -1.0388e-01, 7.0925e-03, -3.0181e-01, -1.5717e-01, -8.3690e-02,\n", + " 1.2701e-02, -3.2623e-02, 1.3150e-02, -1.1205e-01, 1.2246e-01,\n", + " -9.7161e-02, -2.9682e-01, -8.3702e-02, 4.9577e-02, 7.1420e-02,\n", + " -1.9664e-01, -7.6017e-02, 8.8923e-02, -4.5538e-02, -7.7344e-02,\n", + " -3.5484e-03, 4.3289e-02, -1.1097e-01, -9.4680e-02, -9.9394e-03,\n", + " -1.1565e-01, -4.4032e-02, 9.9199e-02, -2.2014e-01, -1.9625e-01,\n", + " -1.1376e-01, 9.4815e-03, 2.3465e-03, -1.1495e-02, 5.0283e-02,\n", + " -6.0909e-01, 1.0951e-02, 3.0044e-02, -1.0283e-01, 4.0362e-01,\n", + " -9.3080e-03, 1.6931e-01, -2.8950e-01, 1.6660e-02, 6.6859e-02,\n", + " -1.8190e-02, 1.0559e-01, 2.1833e-01, 1.0011e-01, -1.0045e-01,\n", + " 4.2853e-02, -8.7105e-02, -1.2163e-01, 7.0865e-02, -1.1551e-01,\n", + " 7.9991e-02, 1.2663e-01, -9.7014e-02, -6.9683e-01, -1.0928e-01,\n", + " -1.3667e-01, 7.1320e-03, -4.5795e-02, 3.9001e-01, 4.4341e-02,\n", + " 2.1284e-01, 4.4913e-02, 9.7137e-02, 4.4726e-02, 1.0720e-01,\n", + " -1.9162e-02, 3.9274e-02, -1.1940e-01, 1.4703e-01, 8.2512e-02,\n", + " -7.1100e-02, 2.1497e-01, 1.5583e-01, 1.3691e-01, -3.5807e-02,\n", + " -3.9637e-02, -2.5174e-01, 1.7311e-01, -2.5205e-02, 1.1391e-01,\n", + " 9.6349e-02, -8.1582e-02, 1.8771e-01, -2.1290e-02, -1.1039e-01,\n", + " -2.4997e-01, 3.1039e-02, 7.1190e-02, 1.2845e-01, -1.3078e-01,\n", + " 1.2907e-01, 6.6490e-02, 1.2243e-03, 7.6038e-02, -5.4327e-03,\n", + " -3.7124e-02, -1.5022e-01, 7.0269e-02, 1.3115e-01, 9.9734e-02,\n", + " -9.2058e-02, -4.5981e-02, -7.3266e-02, 6.7582e-02, -2.1370e-01,\n", + " -6.2263e-02, 1.0242e-01, -3.8111e-02, 5.4451e-02, -8.5856e-02,\n", + " 3.6501e-01, 1.2673e-01, -6.6931e-02, 8.0951e-02, -2.8745e-02,\n", + " 8.1686e-02, -7.4046e-02, 4.2015e-02, -5.8721e-02, 3.1116e-02,\n", + " 1.2470e-01, -1.0286e-01, -9.5550e-03, -7.3585e-03, -2.3900e-01,\n", + " -4.5236e-02, 5.9745e-02, -7.4837e-02, -1.2526e-02, 3.2314e-02,\n", + " -4.9047e-02, -2.5798e-01, 5.7097e-02, -2.2542e-01, -5.0367e-01,\n", + " 3.6182e-03, 2.2921e-01, -7.6835e-02, -1.0242e-01, -7.9557e-03,\n", + " -8.8306e-02, -2.1782e-01, 1.0700e-02, 3.6123e-02, -3.6438e-02,\n", + " -2.1702e-03, -9.3591e-02, 8.4398e-02, 2.6575e-03, -3.8941e-02,\n", + " -8.1292e-02, 2.6883e-02, 5.7721e-02, 4.6312e-02, -1.1495e-02,\n", + " 3.8139e-02, -3.9406e-02, -8.9335e-02, -4.6443e-02, -8.4026e-02,\n", + " 1.3272e-01, -1.4938e-01, -1.4192e-01, -1.5603e-01, -1.4415e-01,\n", + " 1.2822e-01, 3.4662e-02, 2.3559e-02, -9.9429e-02, -1.8124e-01,\n", + " 4.7738e-03, 1.8395e-01, 2.3316e-01, 1.3729e-01, -3.9689e-02,\n", + " 6.0333e-02, -8.7207e-02, -1.5517e-01, -1.9343e-02, 1.3433e-01,\n", + " -1.1945e-01, -6.6630e-02, 2.6264e-01, 8.0230e-02, -3.6583e-02,\n", + " -3.4312e-02, 6.6418e-02, -1.2824e-01, 5.6244e-02, 3.5392e-01,\n", + " -4.5682e-02, -2.7011e-01, -9.9110e-02, -1.2970e+00, 1.0362e-02,\n", + " 1.1781e-02, -5.5204e-02, -9.5896e-03, -1.7513e-02, -1.9234e-02,\n", + " 3.4248e-02, 2.2463e-02, 6.6340e-02, -7.1592e-02, 2.0376e-01,\n", + " -1.8350e-01, 6.0965e-02, 1.6242e-01, -2.2975e-01, -5.2453e-02,\n", + " 9.9357e-02, -5.8088e-02, -1.2977e-01, -3.8727e-02, 3.0141e-02,\n", + " -7.4669e-02, -4.1295e-02, 5.3212e-02, 1.7492e-01, -4.8128e-02,\n", + " 2.5583e-02, -1.4061e-01, -1.3333e-01, -1.1822e-02, 7.4698e-02,\n", + " -3.6656e-04, 1.2344e-02, 5.2643e-02, -4.2516e-02, -3.8568e-02,\n", + " 2.3489e-01, -2.1652e-02, -2.1351e-01, -1.0318e-01, -3.0506e-01,\n", + " -1.1249e-01, 1.0427e-01, -8.8108e-03, 1.7477e-01, 1.6618e-02,\n", + " -7.9492e-02, 2.6739e-02, -5.6260e-03, -8.4520e-02, 9.5812e-02,\n", + " 3.4080e-02, -2.8043e-03, -5.0595e-02, 7.5903e-02, -1.4101e-02,\n", + " -1.4086e-01, -8.2914e-02, 1.0507e-01, -1.3649e-01, -2.7506e-02,\n", + " -1.2047e-01, -2.1823e-02, 6.4480e-02, -7.2969e-02, -1.4135e-01,\n", + " 1.0568e-02, 4.7503e-03, -8.7234e-03, -1.0583e-01, 5.5112e-02,\n", + " -9.0419e-02, -1.0916e+00, 9.6388e-02, -2.8698e-01, 3.5710e-02,\n", + " -7.8352e-02, -2.4311e-01, 1.0061e-01, -6.7212e-02, -1.5293e-01,\n", + " -1.2709e-02, -3.9582e-02, 1.1981e-01, -6.5164e-03, 6.3466e-02,\n", + " -3.8860e-02, -1.8429e-01, -1.7751e-01, 4.9938e-02, -1.1186e-01,\n", + " -1.5652e-02, -1.1511e-01, 1.8332e-02, -1.2996e-01, -1.4776e-01,\n", + " -2.2325e-01, 9.1054e-02, -7.2694e-02, 1.9732e-01, -6.5375e-02,\n", + " -7.0374e-02, -1.5113e-01, 3.1656e-02, 7.3931e-02, -1.1310e-01,\n", + " 2.4662e-02, -2.6566e-02, 5.9458e-03, -2.0863e-02, -5.4963e-02,\n", + " -6.4447e-02, -3.4899e-01, 3.8133e-02, -1.1241e-01, -1.9072e-01,\n", + " 1.3851e-01, 5.5770e-02, -1.4842e-01, -1.9034e-01, 1.3091e-01,\n", + " 4.9112e-02, -2.2440e-01, -2.6715e-01, 1.6301e-01, -6.8629e-02,\n", + " 1.0853e-01, -2.0320e-01, -5.3612e-02, -1.5559e-01, -1.8887e-01,\n", + " 7.1598e-02, -5.1105e-02, 1.0509e-01, -7.9962e-02, -7.1519e-03,\n", + " 2.0742e-02, -2.2968e-01, 8.8782e-02, -9.2715e-02, -3.1657e-01,\n", + " -1.5412e-02, 1.3642e-02, 1.6419e-01, -1.9913e-01, 5.6982e-02,\n", + " -4.8904e-02, -1.6943e-02, 9.6511e-02, -4.6775e-02, -7.8662e-02,\n", + " 3.2571e-02, -2.4914e-01, -7.4112e-02, 1.6399e-01, 1.7284e-01,\n", + " -6.7856e-02, -1.0784e-01, 4.1670e-02, 3.3421e-02, 3.6985e-03,\n", + " 1.7555e-03, -2.4169e-01, -1.2191e-02, -1.0531e-01, -1.4383e-01,\n", + " -8.1091e-02, -1.5756e-01, 4.3449e-02, -2.0836e-01, -6.3087e-02,\n", + " 4.7162e-02, 1.2487e-01, -1.7479e-01, -2.0048e-02, 4.4944e-02,\n", + " 5.0981e-03, 8.1488e-02, 1.4498e-01, -2.5543e-01, -5.2586e-02,\n", + " -4.0249e-02, 1.4402e-02, 6.6907e-02, -3.8030e-02, -9.9229e-02,\n", + " -9.9703e-02, -1.4705e-01, 1.8648e-02, -4.8384e-02, 1.3715e-01,\n", + " 6.0175e-02, 2.9476e-02, -8.5164e-02, 2.2541e-02, -6.7690e-02,\n", + " -1.1113e-02, -1.7944e-01, -2.6556e-02, -1.1250e-01, -3.4658e-02,\n", + " -1.1201e-01, -7.6722e-02, 3.9984e-02, -7.4275e-02, -1.1728e-01,\n", + " 2.5502e-01, -9.2376e-02, -9.7613e-02, -3.2531e-01, -2.8721e-02,\n", + " -1.3918e-01, 2.1222e-01, 5.7275e-02, -1.8823e-01, -1.5024e-01,\n", + " -3.1565e-02, 3.5345e-02, -1.6787e-02, 6.9471e-02, 8.7983e-02,\n", + " -7.0008e-02, -5.9802e-02, -2.9278e-03, -6.8722e-02, 4.8875e-03,\n", + " -8.5533e-02, -6.0505e-02, 6.2219e-03, 1.2152e-02, -2.4958e-01,\n", + " -1.3554e-02, -8.6929e-02, -1.7285e-01, 5.2198e-02, -1.3743e-01,\n", + " -7.3373e-01, -1.6765e-01, -9.4990e-02, 2.0334e-01, 7.9054e-02,\n", + " -8.6463e-02, -5.9376e-02, 1.5502e-01, 4.9438e-02, 3.5991e-02,\n", + " -9.8729e-02, 2.2769e-02, 4.7792e-02, 9.3990e-02, -7.0500e-02,\n", + " -1.6993e-01, -2.5577e-01, -1.3172e-01, -5.3147e-03, -7.4893e-02,\n", + " 1.5965e-03, 1.1410e-01, -5.6585e-02, -1.7878e-02, -6.0898e-03,\n", + " -8.3584e-03, -1.7030e-03, 3.7460e-02, 9.1694e-02, -1.4599e-01,\n", + " -6.2180e-02, -1.3732e-01, -1.5730e-01, 1.5761e-01, -5.8925e-02,\n", + " -1.6023e-01, -7.1060e-03, 1.2592e-01, -6.7088e-02, 2.3908e-03,\n", + " 8.3223e-03, 4.0463e-01, -5.0263e-02, -5.7076e-02, -1.9179e-02,\n", + " 4.5129e-02, -1.4537e-02, 9.5294e-02, 2.4088e-02, 2.0403e-01,\n", + " -1.2687e-02, -2.5072e-02, -6.1451e-03, 9.3198e-02, -3.2659e-02,\n", + " -2.7385e-02, 4.8588e-02, -1.8035e-01, 4.2851e-02, 5.0967e-02,\n", + " 1.8662e-01, 3.7509e-02, 1.8329e-01, -5.8049e-03, -5.2903e-02,\n", + " -9.9441e-03, -1.3935e-01, -9.4371e-02, 2.9916e-03, -1.2807e-01,\n", + " -3.7715e-02, -3.5035e-02, -1.1794e-02, -8.1073e-02, -8.4328e-03,\n", + " 7.7523e-02, -6.6890e-02, 8.6839e-02, 5.1683e-02, -9.7652e-02,\n", + " 2.3360e-01, 2.5418e-01, -1.8245e-01, 1.2412e-01, 1.0944e-01,\n", + " 1.7953e-01, 2.3462e-01, 4.6152e-02, 1.4194e-01, 3.1772e-02,\n", + " 7.3054e-02, -1.2898e-02, 3.8977e-02, 3.6320e-02, 1.8327e-01,\n", + " -1.7349e-01, 1.5755e-01, 1.1643e-01, 4.3175e-03, -4.8101e-02,\n", + " -1.0999e-01, 1.4522e-01, -1.1640e-01, -8.7701e-02, 4.2940e-02,\n", + " 6.3380e-03, 1.7349e-01, 8.3371e-02, 1.3219e-01, -1.6170e-01,\n", + " -9.8692e-02, 6.0366e-02, 1.5533e-02, -6.4581e-02, -2.6297e-02,\n", + " 5.7827e-02, -2.6181e-02, 8.6905e-02, -1.7798e-01, 7.2166e-02,\n", + " -8.5554e-02, 8.3456e-02, 3.7982e-02, 1.7078e-02, 8.0956e-02,\n", + " 5.8977e-02, 1.1211e-03, -1.1919e-01, -9.9886e-02, 5.3761e-02,\n", + " -1.3990e-01, 2.6795e-01, 1.9118e-01, 2.2404e-01, -1.1108e-01,\n", + " 2.4671e-03, -1.2989e-01, 2.5949e-01, -8.8656e-02, -1.2257e-01,\n", + " -5.3595e-02, 1.3283e-01, -9.9118e-02, -1.4086e-01, -1.2031e-02,\n", + " -4.1843e-02, 4.4548e-02, 1.1791e-01, 6.6411e-02, -1.2471e-01,\n", + " 8.0124e-02, -1.6481e-01, -9.5394e-02, 3.7181e-03, -9.0005e-02,\n", + " 9.1140e-02, 1.2014e-02, -1.3411e-01, 5.2264e-03, 8.1993e-02,\n", + " 1.4718e-03, 1.0597e-01, 7.7151e-02, 6.2308e-02, 1.5275e-01,\n", + " -1.6316e-01, 1.1115e-01, 1.5610e-01, 1.2349e-01, -2.1435e-02,\n", + " 1.1163e-01, 3.0151e-03, 1.2209e-01, 3.5566e-02, -7.8555e-02,\n", + " -9.6028e-02, -1.9912e-01, -3.7808e-02, -4.6515e-02, 1.0525e-01,\n", + " -1.5944e-02, -7.2695e-02, -2.4133e-02, -7.9325e-02, -3.7141e-03,\n", + " -6.9687e-02, 1.0560e-01, 1.6557e-01, 1.4042e-01, 2.8165e-01,\n", + " -4.4383e-02, 1.1224e-01, 6.0685e-02, -3.6089e-02, 2.2756e-02,\n", + " 7.1514e-02, -1.1817e-02, 5.3818e-02, -7.8305e-02, -4.7519e-03,\n", + " 1.8717e-01, -9.5585e-02, -7.5553e-02, 7.0850e-02, 1.1952e-02,\n", + " 3.2495e-02, -1.4560e-01, -1.1017e-01, 1.4976e-01, -2.1868e-01,\n", + " -3.3066e-02, -2.9233e-01, 1.1392e-01, -1.1354e-01, 7.1420e-02,\n", + " 2.1520e-02, 1.8998e-01, 4.7666e-02, -2.5585e-01, -9.9891e-02,\n", + " -1.2896e-02, 3.6183e-02, 8.3095e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0877, -0.1178, -0.1176, ..., -0.0588, -0.1385, -0.1085],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.0690e-02, 4.8389e-02, 1.1560e-02, 5.3816e-02, 8.8579e-02,\n", + " 3.1723e-03, -1.1285e-02, 7.6280e-02, -2.3392e-02, -1.1147e-02,\n", + " -2.5311e-02, 6.6275e-02, -6.3857e-04, 4.7205e-02, -4.8979e-02,\n", + " -1.7934e-02, -8.7976e-03, 1.4623e-03, -1.0148e-02, -3.3018e-02,\n", + " -1.0817e-02, -6.6829e-02, -4.3193e-02, -5.4763e-02, -1.9012e-02,\n", + " 6.5889e-02, -4.0577e-03, 1.8374e-02, -1.2618e-01, 4.4186e-02,\n", + " 7.2261e-02, 5.8884e-02, -2.9019e-02, 2.2886e-02, 1.4124e-02,\n", + " 2.6116e-02, -4.0983e-02, -3.0542e-03, -4.5433e-02, 1.6879e-02,\n", + " 3.9563e-02, 1.8521e-02, 3.4416e-02, -9.3369e-03, -1.7510e-02,\n", + " -3.7951e-02, 3.6767e-02, 1.1211e-01, -5.4903e-03, -8.0094e-02,\n", + " 1.8659e-02, -4.9726e-02, 3.5346e-03, -8.8666e-02, 2.5758e-02,\n", + " 6.0918e-02, 2.6800e-02, -1.0728e-01, 2.0187e-02, 3.5201e-02,\n", + " 4.5532e-02, 1.6931e-01, -5.9672e-02, -3.7285e-03, 1.4964e-02,\n", + " 7.2565e-02, -6.6660e-02, -5.5345e-03, -4.3085e-02, -9.1215e-03,\n", + " -8.9509e-02, 3.8849e-03, -2.6813e-02, 2.2280e-02, -2.7301e-02,\n", + " 3.0489e-02, -2.5930e-02, 8.8305e-03, -3.2973e-02, 1.5483e-03,\n", + " 4.9759e-02, 8.6375e-03, -2.5330e-03, 2.6765e-02, 1.5218e-02,\n", + " -1.2865e-01, -4.0216e-03, -1.6597e-02, -6.1002e-02, 5.9611e-02,\n", + " 2.1324e-02, -4.4071e-02, 7.3881e-02, -7.6641e-02, 8.7474e-02,\n", + " -2.9003e-02, 2.0725e-01, -1.3193e-02, -2.4892e-02, -5.0980e-02,\n", + " 4.6267e-03, -3.8535e-03, -2.9951e-02, 5.6127e-02, 5.2051e-02,\n", + " 4.9522e-02, 2.3432e-02, -4.2352e-02, -4.8868e-02, -6.0166e-02,\n", + " -5.0413e-02, 1.1107e-02, -9.6333e-02, -1.1391e-02, -3.4263e-02,\n", + " 2.9572e-02, -7.2750e-02, -9.4332e-03, -4.8458e-02, 3.1345e-02,\n", + " -4.1016e-02, 4.9528e-02, -2.0376e-02, -3.3098e-02, 1.0193e-01,\n", + " -1.7146e-01, 8.6343e-03, 3.7750e-02, -6.6698e-02, -2.7530e-02,\n", + " 1.8359e-02, 5.2719e-03, -5.4345e-02, -3.4271e-02, 8.2739e-02,\n", + " 2.8273e-02, 2.2989e-02, 6.4030e-02, -1.4827e-02, 1.6531e-02,\n", + " -9.0820e-03, 5.6789e-02, 4.2751e-02, 3.4088e-03, -7.7317e-02,\n", + " -5.2431e-02, 1.2398e-01, 1.9733e-02, -3.3092e-02, 1.9240e-02,\n", + " 1.2534e-02, 9.7965e-02, -1.1194e-01, 1.8739e-02, -7.2599e-02,\n", + " -1.2585e-01, 8.1401e-02, 4.2556e-02, 4.3914e-03, -9.8637e-02,\n", + " -1.8422e-02, -2.5791e-02, 2.0637e-02, -1.9864e-02, 1.2075e-02,\n", + " 1.3012e-01, 2.5410e-02, -4.6194e-02, -2.9018e-02, -4.5119e-02,\n", + " 2.2107e-02, 4.3422e-02, -8.5116e-02, -1.3154e-03, 4.2444e-02,\n", + " -3.0771e-02, -8.4465e-02, -7.7725e-03, 4.6971e-03, -1.1412e-01,\n", + " 4.3273e-02, 8.0047e-03, -4.9647e-03, -3.4398e-02, 3.3676e-02,\n", + " -3.6013e-02, -7.5707e-02, 7.6827e-02, -7.7768e-03, -4.3641e-03,\n", + " 2.2120e-02, 1.7082e-02, -4.9390e-02, 5.1000e-03, 1.0089e-01,\n", + " 9.6092e-02, 1.0206e-02, 9.9130e-02, -3.8231e-02, -4.9073e-02,\n", + " -4.1706e-02, -4.3691e-02, 9.5911e-02, -2.6357e-02, 6.9518e-03,\n", + " -1.1491e-02, 1.8626e-02, -2.0062e-02, 1.1048e-02, 1.1944e-01,\n", + " 4.8131e-02, -1.8914e-02, 2.1785e-02, 5.1264e-02, 4.9035e-02,\n", + " 4.8405e-02, -1.2456e-01, -2.2858e-03, 8.3303e-02, -3.2736e-02,\n", + " 2.5000e-02, 7.3330e-02, -4.2028e-02, -5.9321e-03, 2.9590e-02,\n", + " -5.7482e-02, -3.5795e-02, -2.5190e-03, 1.7223e-02, 1.8777e-02,\n", + " -1.2204e-02, 4.2306e-02, 2.4526e-02, 3.4424e-02, -4.3033e-02,\n", + " 4.4061e-02, -2.5582e-02, -2.1215e-03, -1.8106e-02, 5.9100e-03,\n", + " 5.0350e-02, -3.1931e-02, -3.0447e-02, 4.1630e-02, 8.5522e-03,\n", + " 1.6896e-02, -4.9216e-02, -7.0083e-02, 1.9322e-02, -3.4888e-02,\n", + " -3.4482e-02, 3.6186e-03, 5.1021e-02, 1.9434e-02, 4.7395e-02,\n", + " -1.2464e-02, -7.1943e-02, 4.4631e-02, -1.3320e-02, -4.0144e-02,\n", + " -3.0980e-03, -9.1722e-02, 4.1230e-02, 5.4758e-02, -4.7178e-03,\n", + " 8.6482e-03, -3.5533e-02, 3.0334e-02, 3.8390e-02, 2.1656e-03,\n", + " 3.7494e-03, -2.1177e-02, -9.5499e-02, 7.7559e-02, 2.7950e-02,\n", + " -9.8251e-02, -1.2781e-01, -7.0787e-03, 8.5905e-02, -4.3925e-02,\n", + " 6.2899e-02, -3.7099e-02, -9.0465e-02, -1.0693e-01, -1.0938e-02,\n", + " 2.6209e-02, 4.4480e-02, 6.0964e-02, -1.1891e-02, 9.3942e-03,\n", + " -1.4833e-02, -3.0300e-02, -2.9333e-02, -6.6264e-02, -4.0022e-02,\n", + " -8.8990e-02, 5.0915e-02, 2.2788e-02, 5.4028e-02, 1.0518e-02,\n", + " 2.3333e-02, 2.7496e-02, -2.2074e-02, 6.2951e-02, -2.4111e-02,\n", + " -2.5867e-02, -6.5684e-02, 8.6372e-03, -3.4302e-01, 9.7186e-04,\n", + " -3.7750e-02, -2.7522e-02, 3.1870e-02, 7.0811e-02, -1.9168e-02,\n", + " -3.9998e-02, 2.6999e-02, -9.7987e-02, -6.0743e-02, 2.4088e-02,\n", + " -9.7162e-02, 2.1910e-02, 2.9418e-02, -9.6269e-02, -1.5309e-02,\n", + " -1.2072e-02, 4.3137e-02, -2.1999e-02, 3.0265e-02, 2.7433e-03,\n", + " 2.7197e-02, -1.2343e-01, 2.5233e-02, 3.7933e-02, 5.6233e-02,\n", + " 5.6204e-03, -4.9462e-02, -8.8641e-02, 1.4897e-02, -1.3020e-02,\n", + " 1.3468e-02, -5.8637e-02, -5.5748e-02, 6.5907e-02, 3.3152e-04,\n", + " 8.3592e-03, 3.3429e-02, 2.3241e-02, 1.2578e-03, 5.6779e-02,\n", + " -8.2302e-03, -2.7938e-02, 8.6493e-03, -1.5291e-01, 1.8473e-03,\n", + " 1.7316e-02, 7.2473e-02, 2.6393e-02, 1.0230e-01, -1.2444e-02,\n", + " 3.1671e-02, 2.6905e-03, -6.3321e-03, -1.1388e-02, -7.0757e-03,\n", + " 6.4438e-02, -4.5542e-02, -3.1983e-02, 4.0014e-02, -8.6672e-02,\n", + " -4.7684e-02, 1.0987e-01, -4.9738e-02, 5.4587e-02, 3.1955e-03,\n", + " 8.1284e-03, -4.8701e-03, -1.0335e-01, -6.7817e-02, 4.1881e-02,\n", + " 7.0914e-02, -9.0045e-02, -4.5735e-02, -1.9736e-02, -3.6930e-03,\n", + " 2.2251e-02, -5.4667e-02, 2.8037e-02, -5.8141e-02, -7.5276e-02,\n", + " 4.8585e-02, -2.2758e-02, 3.3365e-02, -1.4225e-01, 1.7097e-02,\n", + " 1.7434e-04, -2.9808e-02, -1.0884e-01, 1.7994e-02, 3.1933e-02,\n", + " -7.1532e-02, -1.9320e-03, 1.7667e-02, -1.2206e-02, 1.0078e-01,\n", + " 9.6573e-03, 1.7847e-02, -5.2441e-02, -3.3544e-02, -7.6136e-03,\n", + " -1.3575e-02, 8.6087e-02, -1.4178e-02, 2.9516e-02, -8.0548e-02,\n", + " 1.5571e-02, -1.1319e-01, 2.2828e-02, 6.2296e-02, 7.4708e-02,\n", + " 4.9192e-03, -2.2372e-03, 4.9727e-02, 4.9913e-02, -3.9826e-02,\n", + " 9.4175e-02, 1.2693e-02, 1.7237e-02, -3.3343e-02, -2.8424e-02,\n", + " 1.9222e-02, -6.2055e-02, 3.7100e-02, 7.2695e-02, -8.6387e-02,\n", + " 1.8557e-02, -6.4485e-02, -5.8554e-02, 1.6496e-03, -4.9759e-02,\n", + " -6.6009e-02, 2.7622e-02, 8.3176e-02, -8.2226e-02, -3.4911e-02,\n", + " -3.3120e-02, 7.2784e-02, 1.2096e-02, -3.7385e-02, -8.6572e-02,\n", + " -1.1975e-03, -2.2290e-02, 4.7350e-02, 1.4965e-02, 1.3747e-02,\n", + " 6.4616e-02, 5.0349e-03, -3.1337e-03, -9.2797e-02, -6.5375e-02,\n", + " 2.8842e-02, -1.0483e-01, -3.9564e-02, -4.0040e-02, 6.9129e-02,\n", + " 4.6828e-02, -4.2774e-02, -1.4932e-01, -7.0686e-02, 9.6475e-02,\n", + " -3.1555e-02, 1.7724e-02, 1.7254e-02, -3.1604e-02, 4.4652e-02,\n", + " -5.1725e-02, -9.2596e-02, 2.2394e-02, -8.7453e-02, -3.3070e-02,\n", + " 9.5540e-02, -4.2045e-02, -6.1960e-02, -8.7147e-02, -3.9232e-02,\n", + " -1.4693e-02, 4.9299e-02, -1.0636e-03, -6.0699e-02, 1.1910e-02,\n", + " -4.2918e-02, 4.0370e-02, -4.8803e-02, 4.6192e-02, 1.4246e-02,\n", + " 1.2937e-02, 7.9457e-02, 7.6143e-02, 8.2247e-02, -2.7444e-03,\n", + " 6.4490e-02, 3.4371e-03, 1.8013e-02, 4.6723e-02, 4.1921e-02,\n", + " 4.3363e-02, -6.4072e-03, 7.1017e-03, -5.8075e-02, 5.4963e-02,\n", + " -4.5947e-02, -3.2062e-02, 6.6528e-02, -9.8242e-03, -6.4092e-02,\n", + " 9.9777e-02, -8.2379e-02, -1.3857e-01, 3.7471e-02, 6.8955e-02,\n", + " 7.6814e-03, 4.5129e-02, 1.8649e-02, 2.2504e-02, -2.7702e-02,\n", + " 2.7849e-02, -4.1860e-02, -1.2827e-02, 7.9813e-02, 2.7077e-02,\n", + " 7.1945e-02, 1.8689e-02, -5.7052e-02, -5.1405e-02, 5.5919e-02,\n", + " -5.2876e-02, -4.7498e-02, 1.8164e-02, -7.1750e-02, -3.2125e-02,\n", + " -3.5942e-02, -2.9905e-03, -1.4411e-02, 3.9362e-02, 1.1839e-03,\n", + " 5.7647e-02, -2.8403e-03, 5.6285e-02, -2.7452e-03, 2.7139e-02,\n", + " 7.0957e-02, -1.5971e-02, -3.6065e-02, -2.7343e-03, 1.2100e-02,\n", + " 6.4186e-03, -1.7672e-02, 6.7367e-03, -1.5892e-02, 3.1816e-02,\n", + " -1.4619e-02, 6.1785e-02, -9.5031e-03, -2.9633e-02, 1.8663e-02,\n", + " 5.9813e-02, -1.1430e-02, -6.9294e-03, 3.5837e-02, 1.0787e-02,\n", + " 3.7810e-02, 4.9340e-03, 2.1910e-02, -4.4427e-02, -2.5866e-02,\n", + " -2.2181e-02, 2.3409e-02, -8.3055e-02, -2.8810e-02, 5.2889e-02,\n", + " -2.2077e-01, 7.4303e-02, 6.8850e-02, -9.9910e-02, -6.6738e-02,\n", + " -1.4784e-02, 2.4396e-02, 2.2683e-02, -6.0063e-02, 2.3861e-03,\n", + " 5.4098e-04, -3.7478e-02, -1.5645e-02, 1.1839e-01, -4.2640e-02,\n", + " -8.1862e-02, 6.6660e-02, 8.8520e-02, -2.6918e-02, 1.9363e-03,\n", + " 5.8242e-02, 5.8457e-02, -1.2839e-02, -1.0051e-02, 9.5921e-03,\n", + " -1.6981e-02, 3.1682e-02, 2.8610e-02, 1.5337e-02, 4.5887e-02,\n", + " -1.3737e-04, 1.2221e-03, -8.3537e-03, -4.8283e-02, -1.9444e-01,\n", + " -2.3850e-02, -6.2178e-02, 9.2102e-03, 6.3367e-03, -6.8293e-02,\n", + " 4.9244e-02, 7.7634e-02, -3.3945e-02, 7.5358e-02, -4.1768e-02,\n", + " 4.5400e-02, 1.1655e-02, -1.6729e-02, -8.2014e-02, 7.5095e-03,\n", + " 4.5737e-02, -3.4631e-02, 3.9533e-03, 1.3851e-01, -2.7495e-02,\n", + " -2.4567e-02, 1.1523e-02, 2.6976e-02, 3.7285e-02, 1.7710e-02,\n", + " 1.6403e-02, 1.8938e-02, -1.3407e-02, -7.0548e-02, -4.4319e-02,\n", + " -4.4040e-04, 4.2967e-02, 4.2046e-02, -1.0558e-02, 9.5267e-03,\n", + " 2.4719e-02, 3.0548e-02, 1.1741e-02, 4.4902e-02, -4.9995e-02,\n", + " 7.4307e-02, -2.3981e-02, -3.2558e-02, 7.5939e-03, -1.3231e-01,\n", + " 5.1756e-02, -2.5645e-02, -8.5549e-03, -9.8649e-03, -9.0161e-03,\n", + " -9.6385e-03, 2.8746e-02, 6.9892e-02, 1.6016e-02, 1.9006e-02,\n", + " -3.0834e-02, 4.5557e-02, -2.1292e-02, -5.4202e-03, 5.2464e-02,\n", + " -1.0332e-01, 4.7315e-03, 3.8879e-02, 3.2759e-02, -3.2313e-02,\n", + " -1.4109e-02, -5.5111e-02, 6.0533e-02, 4.7259e-02, 5.5814e-03,\n", + " 3.9117e-02, 1.3502e-02, 2.3572e-02, 4.5673e-03, -2.6415e-02,\n", + " 4.1291e-02, -3.4911e-02, -1.2235e-02, 2.2705e-02, 3.9668e-03,\n", + " 8.5344e-02, -5.4015e-02, -1.8445e-02, -5.9808e-03, -4.4498e-02,\n", + " 2.8162e-02, -4.6430e-02, 1.2084e-01, 8.2019e-02, -1.0172e-02,\n", + " 5.5912e-02, 5.7861e-02, -3.2891e-02, 1.8465e-02, 7.8741e-02,\n", + " 8.1746e-04, 4.8762e-02, -2.5266e-02, 1.2134e-01, -2.2666e-02,\n", + " 7.8362e-02, -1.7094e-02, 2.1807e-02, 1.9508e-02, 3.1702e-02,\n", + " -1.1286e-02, -5.8046e-02, -9.3744e-03, 3.2774e-03, 2.1753e-02,\n", + " 1.5056e-02, -5.7252e-03, -3.5530e-02, 8.1473e-02, 4.2537e-02,\n", + " 7.5900e-02, -4.5553e-03, 4.9923e-02, 2.7071e-02, 7.1082e-02,\n", + " -1.0349e-01, 1.0553e-02, 6.2829e-02, 6.0634e-02, 2.9276e-02,\n", + " -1.0228e-02, -1.3019e-02, 8.9530e-03, 1.3609e-01, -3.3717e-02,\n", + " -8.4170e-03, -4.2846e-02, -7.5907e-02, 1.1992e-01, -4.2889e-02,\n", + " 4.4026e-02, 4.4603e-03, -3.8288e-02, 4.5941e-02, -9.6356e-02,\n", + " 1.0570e-01, -6.5082e-02, -5.4430e-02, 8.2290e-02, -2.7539e-02,\n", + " -9.3861e-03, 4.8888e-02, -3.4825e-02, -1.6014e-02, -7.3061e-02,\n", + " -5.8041e-02, -4.7359e-02, 1.1347e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8734, 0.8576, 0.8339, 0.8450, 0.8105, 0.8531, 0.8360, 0.8804, 0.8781,\n", + " 0.8673, 0.8318, 0.7791, 0.8116, 0.8119, 0.8718, 0.8530, 0.8336, 0.8574,\n", + " 0.8762, 0.8111, 0.8415, 0.8138, 0.8687, 0.8536, 0.8245, 0.8162, 0.7909,\n", + " 0.8425, 0.7614, 0.8732, 0.8788, 0.8081, 0.8205, 0.8595, 0.8838, 0.8598,\n", + " 0.8536, 0.8254, 0.8366, 0.7514, 0.8698, 0.8548, 0.8820, 0.8344, 0.8857,\n", + " 0.8228, 0.8396, 0.8914, 0.8827, 0.8648, 0.8348, 0.8616, 0.8348, 0.7262,\n", + " 0.8281, 0.8028, 0.8596, 0.7528, 0.8832, 0.8079, 0.8668, 0.8262, 0.7047,\n", + " 0.8039, 0.8808, 0.8488, 0.8683, 0.8556, 0.8226, 0.8580, 0.8355, 0.8741,\n", + " 0.8634, 0.8239, 0.8757, 0.7671, 0.8430, 0.7414, 0.8246, 0.8100, 0.8634,\n", + " 0.8830, 0.8643, 0.8378, 0.7934, 0.8102, 0.8064, 0.8569, 0.8642, 0.8432,\n", + " 0.8245, 0.8596, 0.5801, 0.8289, 0.8234, 0.8442, 0.7495, 0.8138, 0.8548,\n", + " 0.8866, 0.8886, 0.8831, 0.8839, 0.8179, 0.8242, 0.7138, 0.8668, 0.8738,\n", + " 0.8561, 0.8178, 0.8534, 0.8477, 0.8163, 0.8500, 0.8668, 0.8569, 0.8224,\n", + " 0.8968, 0.8754, 0.8216, 0.8436, 0.7173, 0.8325, 0.8482, 0.7743, 0.7979,\n", + " 0.8257, 0.8312, 0.8542, 0.8068, 0.8829, 0.8425, 0.7501, 0.8222, 0.8634,\n", + " 0.8784, 0.8347, 0.8316, 0.8500, 0.7241, 0.8704, 0.8608, 0.8828, 0.8800,\n", + " 0.8475, 0.6035, 0.8818, 0.8486, 0.8478, 0.7611, 0.8568, 0.8320, 0.7629,\n", + " 0.8641, 0.8726, 0.8247, 0.8605, 0.7897, 0.8553, 0.7671, 0.8595, 0.8828,\n", + " 0.8387, 0.8700, 0.8407, 0.8633, 0.8552, 0.7928, 0.5874, 0.8791, 0.8836,\n", + " 0.8492, 0.8013, 0.7951, 0.8762, 0.7216, 0.8453, 0.8369, 0.8337, 0.8327,\n", + " 0.8471, 0.8942, 0.8613, 0.8602, 0.8738, 0.8452, 0.8606, 0.8428, 0.8678,\n", + " 0.8481, 0.8737, 0.8287, 0.8319, 0.8523, 0.8374, 0.8448, 0.8765, 0.8055,\n", + " 0.8235, 0.8195, 0.8551, 0.8409, 0.7130, 0.8173, 0.8576, 0.8078, 0.8684,\n", + " 0.8268, 0.8603, 0.8287, 0.8431, 0.8518, 0.8490, 0.8255, 0.8466, 0.7696,\n", + " 0.7390, 0.8802, 0.7581, 0.8102, 0.8550, 0.8585, 0.8543, 0.8149, 0.8533,\n", + " 0.6694, 0.8316, 0.8116, 0.8549, 0.8527, 0.8419, 0.8721, 0.8282, 0.8831,\n", + " 0.8744, 0.8505, 0.8214, 0.8086, 0.8781, 0.7916, 0.8524, 0.8861, 0.8635,\n", + " 0.8352, 0.8579, 0.7715, 0.7911, 0.8321, 0.8171, 0.6700, 0.8198, 0.8431,\n", + " 0.8488, 0.8749, 0.8793, 0.8365, 0.8098, 0.8422, 0.8285, 0.8624, 0.8755,\n", + " 0.8568, 0.8661, 0.8732, 0.7917, 0.8107, 0.8812, 0.8408, 0.8571, 0.8828,\n", + " 0.8685, 0.8684, 0.8504, 0.8722, 0.9007, 0.8701, 0.8054, 0.8669, 0.8274,\n", + " 0.8545, 0.8034, 0.8607, 0.8824, 0.7499, 0.8631, 0.8657, 0.8434, 0.8618,\n", + " 0.8228, 0.8947, 0.8136, 0.7380, 0.8395, 0.8458, 0.8269, 0.8054, 0.7550,\n", + " 0.7901, 0.8525, 0.8773, 0.8834, 0.8585, 0.8617, 0.8814, 0.8076, 0.8558,\n", + " 0.7850, 0.8781, 0.6148, 0.8722, 0.8591, 0.7351, 0.8280, 0.8473, 0.8819,\n", + " 0.8672, 0.8742, 0.8716, 0.8414, 0.7193, 0.8518, 0.8273, 0.8096, 0.8381,\n", + " 0.8805, 0.8827, 0.8333, 0.8622, 0.8737, 0.8362, 0.8164, 0.7726, 0.8727,\n", + " 0.8462, 0.8663, 0.8435, 0.8238, 0.8678, 0.8656, 0.8517, 0.8099, 0.9165,\n", + " 0.8440, 0.8802, 0.8240, 0.7383, 0.8719, 0.8327, 0.8388, 0.8236, 0.8566,\n", + " 0.8728, 0.8722, 0.7585, 0.8690, 0.8710, 0.8547, 0.8298, 0.8225, 0.8295,\n", + " 0.8641, 0.8390, 0.8330, 0.8174, 0.8615, 0.8602, 0.8062, 0.8712, 0.8588,\n", + " 0.8208, 0.8536, 0.8642, 0.8728, 0.8518, 0.8608, 0.8787, 0.8816, 0.8606,\n", + " 0.8347, 0.8750, 0.8450, 0.3605, 0.8673, 0.8308, 0.8426, 0.8719, 0.8369,\n", + " 0.8728, 0.8719, 0.8468, 0.8075, 0.8471, 0.8247, 0.8317, 0.8740, 0.8947,\n", + " 0.8489, 0.7952, 0.8490, 0.8733, 0.8535, 0.7988, 0.8392, 0.8731, 0.8046,\n", + " 0.8275, 0.8720, 0.8360, 0.8292, 0.8803, 0.8350, 0.8392, 0.8758, 0.8782,\n", + " 0.8547, 0.8273, 0.8488, 0.8589, 0.8805, 0.7365, 0.8435, 0.7380, 0.8851,\n", + " 0.8228, 0.8123, 0.8357, 0.8537, 0.8055, 0.8680, 0.7888, 0.8794, 0.7968,\n", + " 0.8567, 0.8146, 0.8700, 0.8776, 0.8188, 0.8404, 0.8671, 0.8441, 0.8313,\n", + " 0.8753, 0.8180, 0.7558, 0.8630, 0.8298, 0.8576, 0.8165, 0.8508, 0.7944,\n", + " 0.8691, 0.8801, 0.8437, 0.8294, 0.8895, 0.8942, 0.8803, 0.8706, 0.8312,\n", + " 0.8419, 0.8357, 0.7475, 0.8898, 0.8482, 0.8487, 0.8293, 0.8089, 0.8071,\n", + " 0.8483, 0.8517, 0.8547, 0.8130, 0.8505, 0.8551, 0.8415, 0.8540, 0.8348,\n", + " 0.8571, 0.8214, 0.8359, 0.8765, 0.8534, 0.7263, 0.8557, 0.8272, 0.8522,\n", + " 0.8439, 0.8572, 0.8106, 0.8487, 0.8577, 0.8643, 0.8201, 0.8711, 0.8847,\n", + " 0.8578, 0.7513, 0.8307, 0.8592, 0.8167, 0.8239, 0.8572, 0.8526, 0.8087,\n", + " 0.8349, 0.8988, 0.8229, 0.8677, 0.8598, 0.8774, 0.8197, 0.8224, 0.8468,\n", + " 0.8826, 0.8484, 0.7918, 0.8607, 0.7570, 0.8154, 0.8399, 0.8737, 0.7687,\n", + " 0.8784, 0.8292, 0.8466, 0.8754, 0.8617, 0.8816, 0.8652, 0.7685, 0.8105,\n", + " 0.8219, 0.8993, 0.8539, 0.8825, 0.8512, 0.8600, 0.8564, 0.8301, 0.9394,\n", + " 0.8273, 0.7551, 0.8684, 0.8312, 0.8594, 0.7474, 0.8507, 0.8460, 0.8039,\n", + " 0.8309, 0.8790, 0.8030, 0.8403, 0.8621, 0.8767, 0.8593, 0.8550, 0.8069,\n", + " 0.8467, 0.8672, 0.8607, 0.8382, 0.8582, 0.8738, 0.8056, 0.8437, 0.8181,\n", + " 0.8746, 0.8595, 0.8754, 0.8415, 0.8970, 0.8579, 0.7842, 0.8468, 0.8540,\n", + " 0.8901, 0.7507, 0.8716, 0.8732, 0.8113, 0.8806, 0.8623, 0.8554, 0.8578,\n", + " 0.8705, 0.7605, 0.8879, 0.8346, 0.8858, 0.8802, 0.8706, 0.8765, 0.8564,\n", + " 0.7904, 0.8331, 0.8464, 0.8705, 0.8748, 0.8686, 0.8722, 0.9041, 0.8782,\n", + " 0.8458, 0.8678, 0.8056, 0.8723, 0.7992, 0.8448, 0.8561, 0.8935, 0.7870,\n", + " 0.8690, 0.8135, 0.7899, 0.8627, 0.8264, 0.8856, 0.8647, 0.8282, 0.7822,\n", + " 0.8601, 0.8762, 0.8675, 0.8515, 0.8428, 0.8436, 0.8447, 0.8702, 0.8807,\n", + " 0.8391, 0.7647, 0.8323, 0.8204, 0.8700, 0.8275, 0.8655, 0.8883, 0.8170,\n", + " 0.8487, 0.8374, 0.8063, 0.8738, 0.8181, 0.8799, 0.8419, 0.8423, 0.8822,\n", + " 0.8550, 0.8064, 0.8906, 0.8450, 0.8298, 0.8212, 0.7523, 0.8028, 0.7714,\n", + " 0.8672, 0.8640, 0.8485, 0.8725, 0.9034, 0.8567, 0.8755, 0.8681, 0.8208,\n", + " 0.8643, 0.8425, 0.8491, 0.8429, 0.7304, 0.8777, 0.8486, 0.8192, 0.8737,\n", + " 0.8651, 0.8164, 0.8204, 0.8622, 0.8492, 0.8875, 0.8778, 0.8220, 0.8664,\n", + " 0.8709, 0.8530, 0.7975, 0.8956, 0.8540, 0.8792, 0.8446, 0.8926, 0.8378,\n", + " 0.8757, 0.8462, 0.8488, 0.8330, 0.7999, 0.8486, 0.7237, 0.8816, 0.8567,\n", + " 0.8454, 0.8732, 0.8711, 0.8406, 0.7889, 0.8177, 0.8738, 0.8788, 0.7708,\n", + " 0.8543, 0.7746, 0.8650, 0.8549, 0.8636, 0.8492, 0.8459, 0.8870, 0.8353,\n", + " 0.8070, 0.8648, 0.8867, 0.8493, 0.8528, 0.8633, 0.8440, 0.8369, 0.8392,\n", + " 0.8508, 0.8595, 0.8613, 0.8635, 0.9353, 0.7436, 0.8409, 0.8635, 0.8224,\n", + " 0.9011, 0.7929, 0.8672, 0.8570, 0.8690, 0.8446, 0.8287, 0.8440, 0.8363,\n", + " 0.8587, 0.8551, 0.8699, 0.8736, 0.8678, 0.8276, 0.8389, 0.8419, 0.8168,\n", + " 0.7627, 0.8627, 0.8457, 0.7721, 0.8526, 0.8262, 0.8438, 0.8070, 0.8577,\n", + " 0.8145, 0.8585, 0.8922], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.3389e-02, -7.8146e-02, -1.5187e-02, 4.9364e-02, -1.2378e-01,\n", + " 6.0740e-03, -1.2157e-01, -7.4334e-02, -3.0699e-02, 1.6624e-02,\n", + " -5.8367e-03, -1.1752e-01, -1.5165e-02, -7.0424e-02, -3.3998e-02,\n", + " -5.6228e-02, -1.6126e-02, -2.0358e-02, -7.2704e-03, -1.6620e-01,\n", + " -1.3491e-01, 6.6764e-02, -1.0481e-01, -1.1139e-01, -2.6124e-02,\n", + " -1.3638e-01, -7.3595e-02, 5.6893e-02, 6.0646e-02, -4.0648e-02,\n", + " -3.5358e-02, -4.8420e-02, -1.3162e-01, 7.3317e-02, -8.2899e-02,\n", + " -2.3175e-02, -7.4828e-03, -1.0762e-01, -1.0366e-01, 1.3693e-01,\n", + " -1.7036e-02, 6.8883e-02, -3.5772e-02, -7.7894e-02, -4.1511e-02,\n", + " 1.8290e-02, -2.2340e-02, -2.9749e-03, -6.3658e-02, 3.0437e-02,\n", + " 6.8869e-02, -1.0680e-02, -1.5772e-01, 8.8168e-02, -5.6098e-02,\n", + " -1.4416e-02, -6.4163e-02, 7.7662e-02, -5.5220e-02, 1.2235e-02,\n", + " -2.6175e-03, -3.4382e-02, 3.1276e-02, 2.1240e-02, -5.9531e-02,\n", + " -7.4883e-02, -4.5573e-02, -1.6078e-02, -5.0804e-02, 2.9503e-02,\n", + " 9.7377e-02, -7.9298e-02, -6.5855e-03, -9.1787e-03, -9.8382e-02,\n", + " 2.7689e-03, -3.0664e-02, -6.9915e-02, -4.7407e-02, -5.4694e-02,\n", + " -1.8888e-02, -5.6422e-02, -4.2600e-02, -1.0609e-01, -3.8892e-02,\n", + " -8.8358e-03, 1.8340e-02, -8.6309e-02, -4.1792e-02, -6.5735e-02,\n", + " -2.5563e-02, 3.6305e-02, -2.4891e-01, -5.9377e-03, -6.6000e-02,\n", + " -1.0371e-02, -6.7276e-02, 2.4307e-02, -6.6734e-04, -1.9480e-02,\n", + " -7.0743e-02, -6.1685e-02, -5.5626e-02, 2.7738e-02, -3.3221e-02,\n", + " 5.6605e-02, 1.3881e-02, -1.7326e-02, -1.4431e-02, -6.0722e-02,\n", + " -1.1407e-02, -4.4173e-02, 6.1159e-02, 4.5665e-02, 1.2866e-02,\n", + " -4.4355e-02, -5.2593e-02, -3.4782e-02, 2.0621e-02, -1.0367e-01,\n", + " 7.0776e-03, 9.5551e-02, -9.4746e-03, -5.6597e-02, -6.0970e-02,\n", + " 1.4990e-02, 2.9833e-03, -6.8834e-02, -4.8858e-02, -1.7527e-03,\n", + " -5.9037e-02, -5.8561e-02, 2.0240e-02, 2.2794e-02, -4.0826e-02,\n", + " 3.4098e-02, -1.3788e-02, -5.6783e-02, 6.1967e-02, 3.4751e-02,\n", + " 2.8043e-03, -5.2202e-02, -4.0935e-02, 1.5505e-02, -7.9349e-02,\n", + " 1.4866e-01, -2.6388e-02, -2.7213e-02, -1.9504e-03, -1.5980e-01,\n", + " -2.3273e-02, -9.7225e-02, 7.0782e-02, -3.6405e-02, -6.3262e-02,\n", + " -4.0503e-02, -8.6672e-02, -1.3646e-01, -6.8186e-02, 1.1799e-03,\n", + " -4.1899e-02, -5.9378e-03, 2.0544e-03, -7.4270e-02, -2.6864e-03,\n", + " -1.0329e-01, -7.2054e-02, 2.0726e-02, 2.1014e-01, 3.9982e-03,\n", + " -1.4780e-02, -5.3805e-02, -2.4979e-02, -1.8158e-01, -5.8935e-02,\n", + " -1.1693e-01, -5.4971e-02, -7.1667e-02, -4.4731e-02, -7.2157e-02,\n", + " -6.6749e-03, -6.8350e-02, -4.3546e-03, -1.1431e-01, -6.9510e-02,\n", + " 3.9778e-04, -1.2192e-01, -8.2835e-02, -1.1100e-01, -1.6360e-02,\n", + " -9.4720e-04, 3.8822e-02, -1.2937e-01, -6.6568e-03, -6.6026e-02,\n", + " -7.0611e-02, -6.8347e-03, -1.0215e-01, -1.9692e-02, -2.5393e-03,\n", + " 6.0752e-02, -5.2329e-02, -3.9446e-02, -7.2990e-02, 2.7267e-02,\n", + " -8.5641e-02, -6.6854e-02, -2.9856e-02, -6.5221e-02, -9.1596e-03,\n", + " -1.3267e-02, 1.5497e-02, -6.9401e-02, -6.9913e-02, -7.4434e-02,\n", + " 1.7725e-03, -1.7745e-03, -6.9813e-03, -5.9603e-02, 2.1686e-02,\n", + " -1.9219e-02, -7.9854e-02, -2.6831e-02, -4.5006e-02, -1.3388e-02,\n", + " -1.3883e-01, -8.1510e-02, -1.5737e-02, -9.3582e-02, -3.8798e-02,\n", + " -6.8676e-02, 4.2852e-03, -4.9037e-02, -1.9421e-02, -3.7804e-02,\n", + " -5.6773e-02, -1.3499e-03, -4.2134e-02, -3.6636e-02, 6.0326e-02,\n", + " -1.5341e-02, -4.4215e-02, -1.5338e-02, -3.7700e-02, -5.2998e-02,\n", + " -3.6929e-02, 5.8952e-02, -6.1345e-02, 6.3217e-02, 1.2824e-01,\n", + " -5.7496e-02, -1.0341e-01, 1.3045e-02, 1.6130e-03, -1.8820e-02,\n", + " 1.5957e-02, 2.8315e-02, -1.8158e-02, -4.7931e-02, -1.9802e-02,\n", + " -5.7894e-02, -8.0922e-05, -7.7679e-02, -3.5235e-02, -4.0412e-02,\n", + " -1.9361e-02, -4.6835e-02, -4.6512e-02, -6.8251e-02, -4.6205e-02,\n", + " -5.5512e-02, -2.5611e-02, -1.8497e-02, -8.9520e-03, -1.0955e-02,\n", + " -8.6391e-02, 1.4369e-02, 3.5184e-02, 2.3531e-02, 3.9976e-02,\n", + " -8.6150e-02, -4.7442e-02, -6.5717e-02, -4.5177e-03, 3.2740e-02,\n", + " -3.4984e-02, -1.0084e-01, -1.2032e-01, -1.1682e-01, -2.1366e-02,\n", + " -7.6990e-02, 4.7236e-03, 4.8647e-02, -1.4448e-02, -1.0190e-01,\n", + " -2.9733e-03, -5.3484e-03, -1.5534e-01, -3.5705e-02, -1.6074e-02,\n", + " -6.0217e-02, -6.2829e-02, 2.0860e-02, -7.0266e-02, -1.8365e-01,\n", + " -3.2847e-02, 4.1919e-02, 3.6536e-03, 1.9984e-01, -2.4901e-02,\n", + " -2.6132e-02, -1.3084e-02, -2.7110e-02, -1.2457e-02, -3.4530e-02,\n", + " -5.1074e-02, -4.1576e-02, -8.0736e-02, 1.5545e-03, -8.4422e-02,\n", + " 1.0751e-02, -4.9245e-02, -1.0267e-01, 5.0836e-02, -3.8489e-02,\n", + " -8.1442e-02, 9.1681e-03, -1.2690e-02, -3.3956e-02, -4.6015e-02,\n", + " -3.7160e-04, -3.5768e-02, -3.3626e-02, -1.4296e-01, -3.5499e-02,\n", + " -4.6868e-02, 1.5818e-02, 1.6118e-02, -1.9163e-02, -6.2607e-02,\n", + " -3.4633e-02, -9.3520e-02, -5.8366e-02, -9.5625e-03, -1.4373e-02,\n", + " -1.0020e-01, -2.6668e-02, 3.8042e-02, 1.1182e-02, 6.6775e-02,\n", + " 1.5655e-02, -8.3421e-02, -3.3893e-02, -8.7381e-02, -5.5014e-02,\n", + " 2.1675e-02, -5.6819e-02, -2.1904e-02, 2.8515e-03, -4.0254e-02,\n", + " -5.5728e-02, -1.0380e-02, -2.1046e-02, -6.8186e-02, -2.7555e-02,\n", + " 1.3325e-02, -7.1420e-03, -6.7668e-02, 1.4636e-02, -2.7310e-02,\n", + " 3.2478e-03, -2.5547e-02, -5.9412e-02, -5.6467e-03, -2.8307e-03,\n", + " -4.8422e-02, -5.3293e-02, -3.8171e-02, -5.0816e-03, -5.9606e-02,\n", + " -6.0855e-03, -8.2992e-02, -6.6941e-02, 7.3319e-02, -2.8197e-02,\n", + " -1.9646e-02, 5.9431e-02, -8.1417e-02, -1.6284e-02, 4.2489e-02,\n", + " -3.6173e-02, -2.4816e-02, -9.6639e-02, -4.8997e-02, -1.0687e-01,\n", + " -2.9436e-02, 3.6763e-02, 2.0614e-02, -3.9979e-02, -1.5004e-02,\n", + " -2.0843e-02, 9.1558e-03, -2.8928e-02, 1.5468e-03, 2.4292e-02,\n", + " 6.7384e-02, -6.4620e-02, -3.1724e-02, -1.0226e-01, -1.8684e-02,\n", + " 7.1946e-03, -1.5016e-03, -6.9163e-02, -7.4972e-02, 7.4641e-03,\n", + " -4.3573e-02, -2.0955e-02, -3.7240e-02, -2.1079e-02, -1.0696e-02,\n", + " -2.1610e-02, 9.7171e-02, -3.5860e-02, 1.3765e-02, 3.6449e-02,\n", + " -7.2422e-02, -6.9233e-02, 1.6382e-02, 3.3740e-02, -9.6832e-02,\n", + " -3.5169e-02, 3.3455e-02, 4.9352e-02, -7.8822e-02, -1.8390e-02,\n", + " -9.9369e-02, 4.6666e-02, -2.9288e-02, 2.9514e-02, 6.7404e-02,\n", + " -5.3127e-02, -2.0199e-02, -4.8822e-02, -1.1905e-02, -2.0793e-02,\n", + " -4.4032e-02, 3.7631e-02, -7.1869e-02, 1.6356e-02, 7.5818e-02,\n", + " -3.8039e-02, -4.6504e-02, -1.1369e-01, 4.5828e-02, -7.7209e-02,\n", + " -2.1428e-02, -4.6945e-02, -4.7267e-02, -1.1646e-02, 3.1022e-03,\n", + " -4.1817e-02, 4.6169e-02, -7.5780e-03, -1.0546e-01, -1.0937e-01,\n", + " 1.2313e-02, 6.8734e-03, -6.5777e-02, -5.2056e-02, -3.2560e-02,\n", + " -6.7540e-02, 5.0446e-02, -2.2973e-02, 8.6055e-03, 1.2027e-02,\n", + " -1.0720e-02, 1.0086e-02, -4.7658e-02, 2.8386e-02, 2.6805e-03,\n", + " -4.0492e-02, -9.3397e-02, 5.5646e-03, -2.8198e-02, -4.3778e-02,\n", + " -3.8326e-02, -8.2925e-02, -1.0266e-01, 6.5590e-02, -1.1023e-02,\n", + " -3.3891e-02, -2.9244e-02, -8.5633e-02, -2.1987e-02, 1.3638e-02,\n", + " -2.1108e-03, 2.5683e-02, -2.3884e-02, -2.4206e-02, -9.3167e-02,\n", + " -3.9056e-02, -3.0997e-02, -2.7000e-02, -4.1342e-02, -2.4418e-03,\n", + " -1.9869e-02, 2.4832e-02, -3.3164e-02, -5.3940e-03, -4.2046e-02,\n", + " 1.1206e-03, 3.6158e-03, -5.1351e-02, -3.2362e-02, 1.4758e-02,\n", + " -1.4113e-01, 6.5002e-03, -3.6541e-04, 9.6244e-02, -2.8551e-02,\n", + " 3.2290e-02, -1.0132e-01, -6.0553e-02, 4.0784e-02, 3.9915e-02,\n", + " -2.0422e-02, -5.2777e-02, -2.5171e-02, -5.0408e-02, -5.2359e-02,\n", + " 2.1583e-03, -2.5917e-02, -4.1552e-02, -1.9812e-02, -4.3275e-02,\n", + " -7.5803e-03, -1.5576e-02, -3.6924e-02, -4.9288e-02, 3.7408e-02,\n", + " -4.2564e-02, 2.0741e-02, 3.2045e-02, -6.0468e-02, 1.8512e-02,\n", + " 1.1670e-01, 4.0734e-02, -6.1621e-03, -1.1069e-01, -6.1495e-02,\n", + " 3.6341e-03, 1.8534e-03, -1.1933e-01, -6.4872e-02, -8.3034e-02,\n", + " 8.2541e-03, -5.3457e-02, -4.1378e-02, -9.4842e-02, -1.0008e-02,\n", + " 1.9293e-02, 3.8264e-02, 2.3504e-02, -4.0267e-02, 1.3512e-02,\n", + " -3.9800e-02, -6.9009e-02, 9.3100e-04, -3.2082e-02, -2.5436e-02,\n", + " -2.8157e-02, -4.9130e-02, -4.4959e-02, -6.3754e-02, 1.4592e-02,\n", + " -3.0599e-02, 7.5835e-03, 2.3284e-02, -8.3963e-02, -4.6972e-02,\n", + " 3.2426e-02, -1.7388e-02, -1.1735e-01, -2.2062e-02, -3.4144e-02,\n", + " -3.9244e-02, -2.1533e-01, -5.0096e-02, -3.2821e-02, -2.8900e-02,\n", + " -3.6343e-02, -2.5096e-02, -6.6319e-02, -2.6967e-02, -1.1719e-01,\n", + " -5.2741e-02, -1.7221e-02, -2.7350e-02, -7.3665e-02, -4.0295e-02,\n", + " -3.6311e-02, -5.9804e-02, 3.4381e-02, -7.2795e-02, -5.0776e-02,\n", + " -8.6686e-02, -6.0666e-02, -1.0334e-01, -5.7042e-02, -6.3789e-03,\n", + " -2.8310e-02, 2.2057e-02, -1.6535e-02, -3.3240e-02, 1.3140e-03,\n", + " -3.9462e-02, -7.9280e-03, -4.1924e-02, -5.5034e-02, -4.0113e-02,\n", + " -6.3852e-02, 9.2630e-03, -7.1945e-02, -3.8760e-02, 1.5426e-03,\n", + " -1.0209e-01, -1.3323e-01, -2.8256e-04, -7.4132e-02, -6.3771e-02,\n", + " -1.1038e-01, -1.2273e-01, -5.4604e-02, -1.1331e-01, -5.5965e-02,\n", + " -6.4289e-02, -3.5484e-02, -5.9163e-02, -6.3143e-02, -1.2768e-01,\n", + " 3.7007e-02, -7.2868e-02, -8.5610e-02, -5.1656e-02, -2.5092e-02,\n", + " 4.3444e-03, -1.0650e-01, -1.7487e-05, 2.3188e-03, -5.3462e-02,\n", + " -4.3180e-02, -1.0908e-01, -6.1682e-02, -8.3333e-02, 3.0812e-02,\n", + " 1.4865e-02, -6.5305e-02, -4.4262e-02, -9.1709e-03, -4.7452e-02,\n", + " -5.1129e-02, -1.8441e-02, -9.9431e-02, 2.1768e-02, -5.7378e-02,\n", + " -3.6988e-03, -8.1026e-02, -4.6133e-02, -4.3225e-02, -6.6684e-02,\n", + " -4.4929e-02, -3.5117e-02, -1.7134e-02, 5.4438e-03, -7.2704e-02,\n", + " 2.3910e-03, -1.3980e-01, -9.5047e-02, -1.4298e-01, 8.5582e-03,\n", + " -5.0644e-02, -5.3642e-03, -1.4267e-01, 2.0882e-02, 3.3397e-03,\n", + " 1.0026e-02, -8.9137e-02, -3.8250e-03, 2.3568e-03, -3.2304e-02,\n", + " -1.1396e-02, -6.4761e-02, -6.9213e-02, -5.1959e-02, 5.0066e-03,\n", + " -8.3821e-02, 3.9198e-02, 2.6591e-03, -4.3446e-02, 5.2734e-03,\n", + " -9.7001e-02, -1.5794e-02, 2.4573e-02, -3.7396e-02, -6.0982e-02,\n", + " -3.9690e-02, -6.3329e-02, -7.2375e-02, -7.3357e-02, -8.3798e-02,\n", + " 4.2441e-02, -9.7175e-02, -7.7547e-02, -7.5867e-02, -1.8860e-02,\n", + " -6.8656e-02, -4.1121e-02, -9.1098e-02, -6.1413e-02, -1.5547e-02,\n", + " 9.2422e-03, 3.2711e-02, -4.3279e-02, -6.8365e-03, -8.3996e-02,\n", + " -3.7471e-02, -2.2081e-02, -2.4063e-02, 2.4204e-02, -6.5547e-02,\n", + " 1.1489e-02, -8.7257e-02, -9.9992e-02, -8.0922e-02, -1.5973e-01,\n", + " -3.0028e-02, -7.3147e-02, -3.5221e-02, -2.1385e-02, -2.1494e-02,\n", + " -6.6256e-02, -3.1535e-02, -8.3642e-02, -3.9154e-04, -3.1387e-02,\n", + " -1.2461e-01, 5.4499e-03, -1.7747e-02, -5.6391e-02, -5.1230e-02,\n", + " -3.1023e-02, 3.8210e-02, 1.3864e-02, -8.0407e-02, 1.9638e-02,\n", + " -5.8945e-03, 9.6688e-02, -1.0094e-01, 6.3423e-03, -5.5802e-02,\n", + " -4.6828e-02, -9.2735e-02, -6.5636e-02, 7.1172e-02, -2.6342e-02,\n", + " -3.1114e-02, -4.2639e-02, -5.2348e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.5912e-03, -1.6424e-02, -4.3911e-02, 1.0857e-02, 2.9259e-02,\n", + " 3.8224e-02, 3.7853e-02, 1.2556e-01, -4.2730e-03, 4.3932e-02,\n", + " 1.0714e-01, -4.1194e-03, -2.5250e-02, -2.7103e-02, 1.0655e-01,\n", + " -3.3573e-01, 2.1987e-02, 2.9880e-01, 3.6259e-02, 1.1891e-01,\n", + " -7.3538e-03, -6.6152e-02, -6.1535e-02, 2.1165e-02, 6.9675e-02,\n", + " 2.2989e-02, -4.1221e-02, -3.9515e-02, 1.8843e-02, -5.0870e-03,\n", + " -3.7897e-02, 3.7795e-02, -5.5170e-04, -1.1252e-01, -3.8633e-02,\n", + " 3.0811e-02, 2.6094e-02, 7.7577e-03, -6.9640e-03, 6.2661e-02,\n", + " 3.7838e-02, 2.8637e-03, 3.9635e-03, 4.4207e-02, 2.0721e-01,\n", + " 1.7665e-02, 4.7966e-02, 2.8487e-02, -4.4289e-02, 5.4586e-02,\n", + " 2.2122e-02, -3.4621e-02, -8.0288e-03, 5.7201e-02, -3.7114e-02,\n", + " -4.8322e-02, 8.9633e-02, -4.8085e-02, -3.8415e-01, 1.0417e-01,\n", + " -3.8908e-02, 6.0704e-03, 3.0815e-03, -3.9554e-01, 5.2970e-02,\n", + " -3.6529e-02, 2.0717e-01, 4.6412e-01, 2.9401e-02, -1.9354e-02,\n", + " 1.2639e-01, 1.9137e-01, 1.7624e-01, 5.5404e-02, -1.0558e-01,\n", + " -1.3806e-01, -6.7642e-02, 4.4110e-01, -2.6764e-02, -7.8571e-02,\n", + " 2.5340e-02, -4.5858e-01, 2.4244e-01, -4.4159e-01, 2.4201e-02,\n", + " 1.4278e-01, -9.1706e-02, 4.7947e-03, 3.2997e-01, 1.5395e-01,\n", + " 1.0240e-01, -5.3729e-01, 5.5615e-02, -1.0642e-01, -1.5436e-01,\n", + " 2.2473e-01, 8.9007e-02, -6.4563e-02, -3.1301e-02, 2.2661e-01,\n", + " -8.2042e-02, -2.8620e-02, 2.2845e-01, 2.6992e-01, -1.7095e-01,\n", + " 2.5565e-01, 1.0316e-01, -3.7198e-01, 9.4925e-02, 1.9886e-01,\n", + " 6.9268e-01, 1.6971e-01, 5.2384e-02, 6.4958e-02, 1.9701e-01,\n", + " -1.0830e-01, 4.3476e-02, -3.2698e-03, 1.4501e-01, 1.9784e-01,\n", + " -7.6028e-02, 1.0071e-01, -2.1429e-02, 2.1830e-01, 2.1558e-01,\n", + " 1.6437e-01, 1.5758e-01, -1.0904e-01, -1.0095e-01, 2.7656e-02,\n", + " 9.1177e-02, -1.4425e-01, -1.8117e-01, -5.8829e-02, 7.6222e-02,\n", + " -6.3339e-03, -1.9012e-01, 4.8123e-02, -5.9014e-02, 5.3354e-02,\n", + " -6.5942e-02, 2.1280e-01, 1.1882e-01, -1.5492e-01, 1.3237e-01,\n", + " -2.7951e-02, 5.1356e-02, -7.1558e-02, -1.7209e-02, 8.2524e-03,\n", + " 2.0905e-01, 1.5437e-01, 1.3035e-01, -4.2647e-02, -3.4494e-02,\n", + " 4.1742e-02, -1.3027e-01, 1.2299e-01, 1.8786e-02, 1.0155e-01,\n", + " 1.3283e-01, 1.0329e-01, 4.6564e-03, 8.3927e-02, -1.3115e-01,\n", + " 5.5158e-02, 9.9577e-02, -3.2615e-02, -1.2484e-01, 6.3874e-02,\n", + " -7.8139e-02, 1.0337e-01, -2.9284e-02, -5.6458e-02, -4.6135e-03,\n", + " 8.9974e-02, -3.5451e-02, 3.7848e-02, 9.0604e-02, 2.1019e-03,\n", + " -5.3705e-02, -1.3505e-02, -4.5258e-02, -3.7951e-02, -1.5813e-02,\n", + " 8.9630e-02, 1.2442e-01, 3.1157e-02, 1.0692e-01, 8.2162e-04,\n", + " 3.6511e-02, -2.4814e-03, 7.5802e-03, 4.3852e-02, 5.6886e-02,\n", + " 2.1101e-02, -2.7057e-01, -2.1921e-01, -3.0648e-02, -1.3477e-01,\n", + " 2.0448e-02, 2.2399e-03, 3.9702e-02, 2.7033e-02, -4.7382e-02,\n", + " 9.8127e-02, -1.1716e-01, 1.3557e-01, 3.6525e-01, -6.9731e-02,\n", + " -3.3294e-02, -3.8188e-01, -3.3526e-02, -7.1491e-02, -2.2764e-02,\n", + " 3.2905e-02, -1.8647e-01, -8.5401e-03, -2.5709e-01, -7.4387e-02,\n", + " 4.5647e-02, -4.9040e-02, 4.0683e-03, 4.1907e-02, 3.2759e-02,\n", + " -2.9398e-02, 8.3812e-03, -2.1961e-02, 4.1746e-01, -8.3542e-03,\n", + " -1.1418e-02, -1.3068e-01, 5.8291e-02, -1.1170e-01, -9.1822e-02,\n", + " -6.7537e-02, -1.2815e-03, 6.9326e-02, 3.8211e-02, -3.6058e-03,\n", + " -5.2787e-02, 1.2528e-01, -1.0024e-01, -1.8233e-02, 2.3149e-02,\n", + " 4.7030e-02, -1.2899e-01, 4.6959e-02, -2.3690e-02, -2.0423e-01,\n", + " 7.4868e-02, -4.3715e-02, -1.5710e-02, 1.4522e-01, 1.2971e-02,\n", + " 8.5170e-02, 1.7102e-02, 1.0468e-02, -2.8531e-02, -5.3729e-02,\n", + " -1.0061e-02, -1.9362e-02, 1.4308e-02, -1.7241e-02, 3.6652e-02,\n", + " 1.0094e-01, 3.8465e-02, -6.5213e-02, 7.4116e-03, 1.3366e-01,\n", + " -6.5816e-02, 3.4065e-02, 4.6007e-02, 1.8067e-02, -4.3615e-02,\n", + " 1.5912e-02, -4.0803e-02, 9.7425e-03, 6.7239e-02, 1.7727e-02,\n", + " 3.8714e-02, -5.3047e-02, -1.1748e-01, -7.8887e-02, -5.4824e-03,\n", + " 5.5216e-03, 1.3256e-01, -6.2859e-02, -2.4573e-02, 3.3674e-02,\n", + " 3.2457e-01, -7.2274e-02, 1.0478e-02, 1.5488e-03, -1.5474e-01,\n", + " -9.1489e-03, -2.2618e-03, 1.6883e-02, -2.5670e-02, 3.8710e-02,\n", + " 3.4172e-02, 5.2598e-02, -2.2284e-03, 1.1993e-01, 6.0012e-02,\n", + " 5.2764e-02, -1.5082e-02, 4.3706e-02, 3.9816e-02, -2.1385e-02,\n", + " 4.3898e-02, 4.1764e-03, 5.1358e-02, 3.1889e-02, 4.4821e-02,\n", + " -2.9289e-02, 4.2208e-02, -1.1511e-02, -2.1092e-02, -3.2316e-02,\n", + " -4.4178e-02, -2.3292e-02, -1.0203e-01, 9.6889e-03, 5.2634e-02,\n", + " 2.2308e-02, -1.4380e-01, -8.6624e-02, -3.8674e-02, 2.9635e-02,\n", + " 1.0241e-01, -1.0876e-02, -1.3441e-01, -2.4815e-02, 1.9778e-02,\n", + " 7.0630e-02, -2.5737e-02, -2.5264e-02, 5.2150e-02, -7.2390e-03,\n", + " 1.2988e-02, -5.4700e-02, -1.3546e-02, 5.2861e-02, 2.3842e-02,\n", + " 3.7984e-02, 8.9865e-02, 4.9519e-02, -1.9171e-01, 5.0067e-02,\n", + " -2.0593e-02, -2.4287e-02, -1.9949e-02, -7.0633e-02, 9.4272e-02,\n", + " -1.0581e-02, -5.0317e-02, -2.3189e-02, 5.7853e-02, -8.7152e-02,\n", + " 4.3887e-02, -4.1857e-03, -5.0723e-02, -2.1919e-01, 5.6434e-02,\n", + " -3.0021e-02, -3.1631e-03, -3.8121e-02, 2.3206e-02, 3.2257e-02,\n", + " 9.9829e-02, 4.6678e-02, 6.5119e-02, 6.9562e-03, -7.3002e-02,\n", + " 2.0252e-02, -1.7224e-02, 1.5223e-02, 2.3323e-02, 1.9847e-03,\n", + " -6.7857e-03, -7.4739e-02, 4.8717e-02, -3.2571e-01, -1.2454e-01,\n", + " -4.5429e-02, 1.9708e-02, -7.3680e-02, 2.3265e-01, -8.7182e-03,\n", + " -1.0204e-01, 3.3727e-02, -7.3259e-02, 2.2619e-02, -1.7984e-02,\n", + " 4.5505e-01, -5.9161e-02, -4.1153e-01, -1.2031e-01, 4.0357e-03,\n", + " -3.5379e-01, 7.8171e-03, 1.4996e-01, -2.4924e-02, 4.6899e-02,\n", + " 7.6243e-02, 2.4972e-01, -6.4979e-02, 6.2109e-02, -1.2002e-01,\n", + " -2.9160e-01, -3.5352e-02, -5.0997e-02, 1.2023e-01, -1.2378e-01,\n", + " -8.7091e-02, 4.7569e-01, 8.5312e-02, -1.0191e-02, 1.6051e-01,\n", + " -2.5819e-02, 9.8644e-03, 1.2449e-01, 7.9495e-02, -9.6800e-02,\n", + " 3.6255e-01, -3.3966e-02, -3.8393e-02, 5.2749e-03, 2.5675e-02,\n", + " -1.1624e-01, 1.8276e-02, -3.4285e-02, -2.5731e-02, 1.7973e-02,\n", + " 7.5995e-02, 2.9130e-01, 1.6365e-01, 3.0780e-01, 1.4026e-01,\n", + " -5.5177e-01, 1.2614e-01, -7.8507e-02, 8.0791e-02, 1.3600e-01,\n", + " 4.6170e-03, -1.7694e-03, -5.1985e-01, 5.8065e-02, 5.5472e-02,\n", + " 3.2590e-01, 1.3966e-01, 1.7110e-02, -9.5001e-02, -1.2401e-04,\n", + " -4.3535e-02, -5.4794e-02, -1.5199e-01, 5.8522e-02, 2.3191e-02,\n", + " 7.5608e-02, -4.4530e-01, -1.1943e-01, -6.5290e-03, 1.7627e-01,\n", + " -3.8651e-02, -5.7398e-02, -3.8920e-02, 1.3121e-01, -3.6382e-01,\n", + " -2.0418e-02, -2.8093e-01, 7.2004e-02, -9.0997e-02, -2.5895e-01,\n", + " 1.6368e-01, -2.9575e-02, 9.0202e-02, 7.2816e-02, 1.0246e-01,\n", + " 1.5573e-01, 2.2131e-02, -3.2519e-02, 3.8828e-01, 7.1059e-02,\n", + " -1.1226e-01, -2.4577e-01, -2.8200e-01, -3.3253e-02, 4.0593e-01,\n", + " 5.5256e-02, 2.7140e-02, 1.0959e-01, -2.4144e-01, 9.2840e-02,\n", + " 2.3645e-01, 2.2467e-01, 9.2951e-02, -1.6590e-01, -2.3277e-02,\n", + " 2.5649e-01, -2.9617e-02, -1.7398e-01, -1.4213e-02, -9.5704e-02,\n", + " 5.6416e-02, 3.7950e-02, -1.3004e-01, -4.1674e-02, -1.3906e-01,\n", + " -6.6683e-02, -8.1266e-03, -1.7875e-01, -1.2757e-01, -1.5795e-02,\n", + " -5.5715e-02, -1.0311e-01, -1.0371e-01, -4.5280e-01, -2.2330e-02,\n", + " -7.9778e-02, -4.9942e-02, 4.1673e-02, -2.3160e-02, -3.9921e-02,\n", + " -6.3285e-02, -2.2087e-01, -1.9557e-02, -2.8350e-01, 9.5596e-02,\n", + " 7.9575e-02, 1.0237e-02, -1.4197e-01, -1.7283e-01, -6.0235e-02,\n", + " 1.1290e-02, 2.5537e-02, 8.7302e-03, 4.9353e-02, 8.3851e-03,\n", + " 1.3780e-01, 1.4688e-02, 3.3586e-02, 1.2170e-01, -1.9129e-02,\n", + " -4.2862e-02, -1.3709e-01, -2.8588e-01, -1.7320e-02, -4.6033e-02,\n", + " -5.9742e-02, 6.3494e-02, 1.4878e-01, -6.3960e-02, -1.6403e-02,\n", + " -3.4941e-02, -1.2289e-01, -2.4562e-01, -1.1674e-01, -4.0050e-03,\n", + " 1.3938e-01, -1.8474e-02, -3.6636e-02, -3.0315e-01, 8.3564e-02,\n", + " -2.9196e-02, 3.3213e-02, -1.0896e-01, -6.4976e-02, 9.1357e-02,\n", + " -2.2568e-01, 6.3275e-02, 1.1891e-02, 1.3442e-01, -2.0485e-02,\n", + " -6.9996e-02, 2.1658e-03, -5.6785e-02, -2.3337e-02, -2.5280e-02,\n", + " 1.4939e-01, -2.9381e-02, -1.2192e-01, 8.3717e-03, 1.2222e-02,\n", + " -7.6137e-02, 2.4162e-02, -2.4293e-02, -5.1924e-02, -7.0981e-03,\n", + " -1.0220e-01, -3.0324e-02, -1.1144e-02, -2.6997e-02, 5.7362e-02,\n", + " -1.0057e-01, -8.3503e-02, -1.2501e-01, 2.7531e-02, 2.9377e-01,\n", + " 1.7067e-01, -7.1781e-02, 2.3256e-02, 8.9757e-02, -5.2266e-02,\n", + " 1.4236e-02, 1.1990e-01, -1.1222e-02, 3.9556e-02, 3.6834e-02,\n", + " -1.0291e-01, -5.8141e-02, -7.0702e-02, -7.1103e-02, -2.6215e-02,\n", + " -1.6427e-02, -6.5189e-02, -2.1054e-02, -8.0678e-02, 3.0252e-02,\n", + " 4.8349e-03, 7.8968e-02, 2.8902e-02, 9.1373e-02, -2.3861e-02,\n", + " -2.2486e-02, -3.0700e-02, -5.0397e-02, -5.6370e-02, 1.0435e-04,\n", + " 6.3390e-02, 1.1405e-02, -5.4103e-02, 1.0233e-02, -1.4450e-01,\n", + " -6.9274e-02, -5.3951e-02, 5.5057e-03, 1.1218e-01, 5.5790e-02,\n", + " -2.1274e-02, -2.2143e-02, -1.9284e-01, 9.0257e-02, -1.2183e-01,\n", + " 1.4055e-01, 3.2435e-02, -1.0819e-01, -1.6113e-01, -1.8308e-01,\n", + " -4.1386e-02, -1.2644e-01, -2.7945e-02, -1.5689e-02, 6.4413e-02,\n", + " 3.7003e-02, 3.0378e-02, 1.1743e-01, -1.4135e-01, 5.5048e-02,\n", + " -6.6553e-02, 3.0404e-02, 1.5141e-02, -5.4191e-03, 2.1901e-02,\n", + " -4.5122e-02, -4.4387e-02, -3.7407e-02, 1.7802e-02, -3.8730e-01,\n", + " 1.1598e-01, -8.8872e-02, 1.4395e-01, -9.6136e-02, 4.7222e-02,\n", + " 1.4925e-01, 8.8002e-05, 1.1858e-02, 4.8092e-03, -1.6567e-02,\n", + " 1.6598e-01, 7.0762e-02, 4.9061e-03, 6.2220e-03, -4.8835e-02,\n", + " -3.3940e-02, 2.7898e-01, -4.8856e-02, 2.1224e-01, 1.1182e-01,\n", + " -1.0501e-02, 1.6620e-02, -1.0709e-02, -2.0127e-01, 2.8199e-02,\n", + " -4.6579e-02, 1.7410e-02, 4.9611e-02, -1.6112e-01, -6.2479e-02,\n", + " 6.6917e-02, 5.4156e-02, -9.0497e-02, -4.3799e-01, -8.4414e-02,\n", + " -5.5190e-02, 3.5208e-02, -2.6040e-03, -2.7949e-02, -2.5014e-03,\n", + " 6.6218e-03, 2.1148e-02, 1.6894e-02, 1.0938e-02, 5.3197e-03,\n", + " 3.5403e-02, 5.7746e-02, 3.7580e-02, -1.0507e-02, -1.2009e-02,\n", + " 4.9236e-03, -1.0107e-02, 5.4544e-02, -2.7445e-02, -2.5157e-02,\n", + " 8.1249e-03, -1.9826e-01, 4.3378e-02, 1.7144e-02, -2.1866e-02,\n", + " -5.7131e-02, -2.0812e-02, 1.3520e-01, 1.0485e-02, 1.7526e-02,\n", + " -7.3722e-03, 2.2004e-02, 4.7762e-02, -1.5854e-01, 4.3353e-02,\n", + " 2.3633e-02, 1.0437e-02, -1.3437e-02, -1.7871e-02, 4.1917e-02,\n", + " -1.9479e-01, 4.3239e-02, -1.2374e-02, 6.1873e-02, 1.5572e-03,\n", + " 4.5423e-02, -2.1248e-02, -5.6194e-02, -1.4948e-02, -5.8065e-02,\n", + " -1.3482e-02, 1.8783e-01, 7.0706e-04, 2.9869e-02, -4.5980e-02,\n", + " -3.0931e-02, -2.0871e-01, -5.3695e-02, 1.5700e-02, -1.2504e-02,\n", + " -2.1980e-02, -3.3210e-01, -1.6958e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.0872e-02, -1.1766e-02, 1.6575e-04, -1.1630e-02, 9.4662e-03,\n", + " -1.1532e-02, 1.1848e-03, -5.5150e-03, -7.3434e-04, 5.7598e-03,\n", + " 1.1435e-02, 3.9499e-04, -6.2718e-04, -3.9462e-03, -2.0356e-03,\n", + " -9.8921e-03, -9.3822e-04, 1.1631e-02, 6.6033e-03, 8.2453e-03,\n", + " 8.4477e-03, -7.4379e-03, -7.0516e-03, 9.9712e-03, 9.6850e-04,\n", + " -5.6443e-03, -4.9786e-03, -1.0271e-02, -8.6005e-03, -2.1775e-03,\n", + " 5.2358e-03, 7.8711e-04, 4.5003e-03, -2.2396e-03, -3.2946e-03,\n", + " 5.9736e-03, 2.0313e-03, -5.5479e-03, 1.4165e-03, 9.3865e-03,\n", + " -3.9114e-03, 8.6943e-04, 3.7967e-03, 2.6624e-04, 1.0579e-03,\n", + " 1.1518e-03, -3.1826e-04, 1.3297e-03, 6.1344e-04, 2.8947e-03,\n", + " 2.9189e-03, -4.3378e-03, 6.4393e-03, 1.0650e-03, 1.2516e-02,\n", + " -2.1740e-03, 4.6929e-04, 3.3984e-03, -1.5811e-02, 1.1887e-02,\n", + " -2.9521e-03, -2.0428e-03, 5.2002e-03, -1.0096e-02, -2.3795e-03,\n", + " 1.1681e-03, 4.2600e-03, -6.3061e-03, 6.4786e-03, 2.6694e-03,\n", + " 7.7205e-04, 4.8499e-03, -1.2203e-03, -2.2516e-03, 2.2113e-03,\n", + " 3.4607e-03, 1.0807e-02, -4.4387e-03, -1.7547e-03, -5.0872e-03,\n", + " 2.4823e-04, 1.5317e-03, 7.6686e-03, 3.3107e-03, -6.0351e-03,\n", + " 5.5504e-03, -1.2126e-02, 2.5289e-03, -4.5886e-03, -6.1116e-03,\n", + " 6.1798e-03, 1.3656e-02, -3.7117e-03, -3.4888e-03, 4.0698e-03,\n", + " 7.6000e-03, -7.6446e-03, -7.0324e-03, -2.7269e-03, 3.8182e-04,\n", + " 3.7789e-03, 4.5037e-03, -1.3173e-03, 5.0761e-03, 2.9235e-03,\n", + " 3.5631e-03, -9.8572e-03, 3.8929e-03, -6.0567e-03, -7.8073e-03,\n", + " -1.8464e-02, -5.3710e-03, 2.0561e-03, 3.7102e-03, -2.2484e-03,\n", + " -5.0603e-03, 9.0459e-03, 2.3525e-03, 2.5644e-03, -6.4648e-04,\n", + " -4.6461e-04, -2.2164e-03, 4.9194e-03, 8.5775e-03, -1.1674e-03,\n", + " -3.5633e-03, -1.1055e-02, -8.0503e-03, 2.3606e-03, -1.8594e-03,\n", + " -7.8705e-04, 6.9574e-04, -9.5316e-04, -4.2222e-05, 2.8699e-04,\n", + " -2.0133e-04, -8.4155e-04, 5.8066e-04, -3.2854e-03, -9.5991e-04,\n", + " -6.0589e-04, -3.5109e-03, -2.8273e-03, 4.5857e-04, -3.8064e-03,\n", + " 1.9121e-03, -1.4446e-03, -4.5892e-03, 5.0931e-03, 3.0144e-03,\n", + " -4.1407e-03, 8.0870e-04, -1.8391e-03, 1.4720e-03, 5.4518e-04,\n", + " 6.6739e-04, -8.7904e-04, -4.2270e-03, 2.3994e-04, -9.3004e-04,\n", + " 2.7815e-03, -1.2736e-03, 7.5003e-04, 1.0757e-03, 1.5722e-05,\n", + " -2.0498e-03, 4.8384e-04, -6.2789e-04, -3.4402e-03, -2.8367e-04,\n", + " -1.0296e-03, -4.5019e-03, -1.9213e-03, -1.3652e-03, 3.8495e-03,\n", + " 3.1879e-03, 3.1903e-03, 8.5177e-04, -3.0731e-03, -2.3948e-03,\n", + " 1.2263e-03, -4.8721e-03, -8.7462e-03, -5.7314e-04, 2.1525e-03,\n", + " -3.6467e-03, -2.6263e-03, -7.6538e-04, 2.5008e-03, 5.2181e-03,\n", + " -3.0247e-03, 2.9089e-03, 4.3583e-03, 4.7124e-03, -6.0314e-03,\n", + " -8.6835e-03, 9.7642e-03, 7.0947e-03, -3.0967e-03, 1.1260e-03,\n", + " -3.7029e-03, -3.8350e-03, -3.7849e-03, -1.0903e-02, -4.5087e-03,\n", + " 9.5428e-06, 8.7153e-03, -6.6743e-03, -6.5587e-03, 1.8623e-05,\n", + " 7.6422e-03, -3.4199e-03, 8.2931e-03, 4.9252e-03, 8.2805e-03,\n", + " 4.1314e-03, 9.9788e-03, -8.8980e-03, 5.8534e-03, 7.6022e-03,\n", + " 9.6965e-04, 5.3962e-03, -4.1679e-03, 3.6773e-03, -6.0628e-04,\n", + " -5.4594e-03, -8.6389e-05, 2.5796e-03, -1.7827e-02, 5.3665e-03,\n", + " 9.0701e-04, -1.0245e-03, 9.8952e-04, -1.4809e-02, 1.0471e-02,\n", + " 1.2349e-02, 1.9838e-03, 2.9461e-03, -5.8868e-03, -1.0606e-03,\n", + " 1.3038e-04, -1.8054e-03, 7.5952e-03, 6.7837e-03, 4.5316e-04,\n", + " -2.8270e-03, 3.7859e-03, 1.6647e-03, -2.0363e-03, 1.3539e-02,\n", + " 1.5236e-03, 1.0489e-02, -4.1563e-03, -1.1451e-02, 1.0368e-02,\n", + " -1.2464e-02, 4.6511e-04, -3.9381e-03, -2.7304e-03, 3.3055e-04,\n", + " 7.9560e-04, -8.8367e-03, 8.1892e-03, 2.0259e-03, -2.4213e-03,\n", + " -2.7320e-03, -6.9655e-03, 2.6748e-03, -1.6861e-03, -6.9290e-03,\n", + " 1.0256e-03, -1.1395e-02, -2.1969e-03, -3.7147e-03, 7.7197e-03,\n", + " -1.5750e-03, -3.5974e-03, -2.2820e-03, -5.5357e-03, 2.2536e-03,\n", + " 4.3053e-03, 1.0481e-02, 3.2189e-03, 4.8455e-03, -5.3957e-03,\n", + " 8.3131e-04, -8.2402e-03, 7.5561e-03, -7.4698e-04, -2.8721e-03,\n", + " -9.0709e-03, -5.5667e-03, -2.4279e-03, 7.3784e-04, 8.8189e-03,\n", + " 1.7236e-04, -1.5435e-03, -8.8973e-04, 3.7358e-03, -1.3491e-02,\n", + " 3.4026e-03, -4.8471e-03, -3.0032e-03, -9.3690e-03, -1.8721e-03,\n", + " 1.1134e-02, 9.6166e-03, -7.0088e-04, 5.2172e-03, -9.1063e-03,\n", + " -2.0245e-03, 7.9094e-03, -5.5846e-03, 5.2955e-05, -3.1903e-03,\n", + " 2.1021e-03, 4.2049e-03, 8.0613e-03, 2.0442e-03, 8.6603e-03,\n", + " -5.0120e-03, 5.2893e-03, 2.5559e-03, -5.6359e-03, 1.6584e-03,\n", + " -8.3112e-04, -7.8568e-03, 1.0897e-03, -4.9159e-03, 8.1382e-03,\n", + " -1.1697e-02, 4.0208e-04, -8.3950e-03, -2.3173e-03, -6.4993e-05,\n", + " -4.2514e-03, 1.4386e-03, 3.4212e-04, -3.6843e-03, -7.9348e-04,\n", + " -9.2250e-03, 5.4445e-03, 4.0561e-03, 9.8965e-03, -2.5941e-03,\n", + " 1.5226e-04, 2.0496e-03, -2.5519e-03, -8.3051e-04, -4.6721e-03,\n", + " 6.3999e-03, -9.9009e-04, 4.8261e-03, 2.5597e-03, -7.5613e-03,\n", + " -6.9667e-04, 7.1670e-03, 1.5897e-03, -1.9658e-03, 5.8908e-03,\n", + " 3.2166e-03, 3.8448e-03, 3.4905e-03, -3.8111e-03, -1.6103e-03,\n", + " 1.4769e-03, -2.0628e-03, 1.5682e-03, 1.0881e-02, 1.0663e-03,\n", + " 1.2031e-03, -1.4609e-03, -6.9564e-03, 1.1270e-02, 9.9044e-03,\n", + " -3.5188e-04, 1.0252e-02, 1.7305e-03, -7.1454e-04, -6.2668e-03,\n", + " -8.2470e-03, 2.0456e-03, -1.0671e-02, -1.0179e-02, -1.0148e-02,\n", + " -1.0120e-03, 4.4621e-03, 8.8827e-03, 9.9391e-04, 4.5817e-03,\n", + " -1.1145e-02, 2.9581e-03, -6.6225e-03, -1.6849e-03, 2.7918e-03,\n", + " 5.3506e-03, 2.4020e-03, -1.2321e-02, -2.8033e-05, 5.8500e-03,\n", + " -1.5298e-02, -2.7256e-03, -5.0879e-03, -1.1270e-02, 7.0548e-03,\n", + " -1.6106e-03, 5.4653e-03, -6.8138e-03, 5.0358e-03, 8.3571e-04,\n", + " -1.4404e-02, -4.5655e-03, 1.0170e-03, 8.5079e-03, 1.2997e-03,\n", + " -3.0448e-03, 1.7134e-02, 4.6213e-03, 2.8794e-03, 1.9411e-03,\n", + " -1.4284e-03, 8.5476e-04, -2.0800e-03, 4.4524e-03, 1.7351e-03,\n", + " 1.1436e-02, 3.0720e-03, 7.1200e-04, 1.1610e-03, 1.3569e-03,\n", + " -5.6018e-04, 1.5240e-03, 5.2840e-03, 5.7059e-03, -2.6261e-03,\n", + " -2.9283e-03, 1.6798e-03, -2.5831e-03, 9.4120e-03, 6.3012e-03,\n", + " -1.0015e-02, 1.6290e-03, -6.3186e-03, -2.6289e-03, -1.4643e-03,\n", + " 1.0120e-02, 7.9523e-03, -3.4784e-03, 4.8247e-03, -4.3092e-03,\n", + " 1.3053e-02, 5.4296e-03, -8.4345e-04, -7.8880e-04, 1.9445e-03,\n", + " -2.6402e-03, 3.9794e-03, -6.0552e-04, 1.2426e-03, 7.9151e-03,\n", + " -1.4235e-02, -1.4023e-02, -2.4168e-03, 8.7378e-03, 8.0261e-03,\n", + " -4.1240e-03, -1.0045e-03, -2.0762e-04, -3.7347e-04, -1.3695e-02,\n", + " -1.0999e-03, -5.6353e-03, -5.3695e-03, 9.4522e-03, -5.1612e-03,\n", + " 8.2999e-03, -7.9964e-03, 2.4296e-03, 5.8677e-03, 7.9151e-03,\n", + " 4.8297e-03, 3.9651e-03, -2.5887e-03, 5.8576e-03, 3.3980e-03,\n", + " -1.8961e-03, -1.0440e-02, -3.5894e-03, -4.4898e-03, 1.1493e-02,\n", + " -5.9906e-03, -2.2171e-04, 2.1374e-03, -7.0694e-03, -1.2814e-04,\n", + " 2.2888e-03, 6.4429e-03, 1.1504e-02, -6.3852e-03, 6.4329e-03,\n", + " 7.7763e-03, 1.3054e-03, -8.0761e-03, 6.0520e-04, 1.2423e-03,\n", + " -4.5969e-04, 6.6739e-03, -1.4808e-03, -8.7152e-04, -1.5331e-03,\n", + " 4.3689e-03, 6.8801e-03, 3.3274e-03, 7.0485e-03, -1.3897e-03,\n", + " -2.7217e-04, 1.3604e-03, -2.5022e-03, 6.9675e-03, 6.5077e-03,\n", + " 6.8486e-03, 3.8797e-03, 2.1403e-03, -1.0815e-02, 3.4394e-03,\n", + " -1.8316e-03, 5.5656e-03, 1.1104e-02, -3.1356e-03, -8.6814e-03,\n", + " 5.5783e-03, -5.0479e-03, 6.1582e-03, -1.4888e-02, -1.4753e-03,\n", + " -6.7129e-05, 4.7708e-03, -2.0849e-05, 9.6627e-03, 2.0073e-04,\n", + " -2.7609e-03, -8.2509e-03, 5.7509e-03, -2.7323e-03, -4.3944e-05,\n", + " -1.1938e-03, 7.8851e-03, 8.9375e-03, -3.3453e-03, 4.1825e-03,\n", + " 3.4746e-03, 5.5461e-03, -1.3782e-03, -2.6289e-03, 2.2508e-03,\n", + " 1.9616e-03, -1.2333e-03, 9.9186e-03, -1.2516e-02, -1.0432e-03,\n", + " -7.2294e-03, 1.2243e-02, -7.3623e-03, 2.3574e-02, 1.7354e-03,\n", + " 1.3353e-03, -2.0593e-03, 1.6368e-02, 2.8457e-03, -4.9914e-03,\n", + " 1.2748e-03, -1.1178e-03, 3.4839e-04, -2.9790e-03, -9.4675e-03,\n", + " 3.7102e-03, 5.9346e-04, 2.9125e-04, -1.2878e-03, -1.2334e-03,\n", + " -8.6710e-04, -1.4342e-03, 2.5387e-04, -2.4304e-03, 4.3681e-03,\n", + " -4.5685e-03, -2.4363e-03, 1.7274e-03, 3.2452e-04, 5.3171e-03,\n", + " -5.2055e-03, -1.8456e-03, 6.2865e-04, 3.9048e-03, 1.2340e-03,\n", + " 2.7493e-03, 1.9529e-03, 4.4477e-03, -1.0058e-03, 8.7817e-03,\n", + " -2.2069e-03, 3.0314e-03, -2.0541e-03, 1.5864e-04, 2.7087e-03,\n", + " -4.4853e-03, 6.6249e-03, -4.2236e-03, -2.2416e-03, 1.1235e-03,\n", + " -4.3801e-04, 3.5692e-03, 4.0805e-03, 2.2363e-04, 8.2634e-04,\n", + " 5.3187e-03, -7.1191e-03, -4.4412e-03, 3.4781e-04, 4.2865e-03,\n", + " 1.1176e-02, 1.4222e-03, -3.2894e-03, -8.7754e-03, 2.7540e-03,\n", + " -1.4288e-03, 3.3700e-03, -5.3807e-04, -3.2889e-03, -2.7257e-03,\n", + " -2.5348e-03, -3.6159e-03, -2.0091e-03, 1.2801e-03, -2.5412e-03,\n", + " -4.8951e-03, -9.9384e-04, 6.0223e-03, 4.4326e-03, -2.5073e-03,\n", + " 2.9430e-03, 1.2355e-03, 5.9677e-03, 3.7454e-03, -2.9028e-03,\n", + " 1.0664e-03, 1.1080e-02, 6.6969e-03, -4.0683e-04, 2.9488e-03,\n", + " -6.2922e-04, -5.0949e-03, 1.5569e-03, -3.7588e-03, -3.8041e-03,\n", + " 2.3435e-02, -7.2139e-03, 1.0334e-03, 7.4727e-03, 4.4773e-03,\n", + " -8.3935e-04, -2.7220e-03, -6.5913e-03, 1.5323e-03, 1.4545e-02,\n", + " 8.3477e-03, 1.4691e-03, -1.5869e-02, 7.1229e-03, 7.4775e-03,\n", + " -3.9801e-03, -2.7838e-03, -3.9858e-04, -2.6436e-03, -1.2311e-03,\n", + " -6.0583e-03, 5.9208e-03, 9.0433e-03, -2.0690e-03, -9.5589e-03,\n", + " -3.9808e-03, -3.1344e-03, 5.3703e-03, -1.8652e-02, -1.9464e-03,\n", + " -3.5617e-03, -1.1902e-02, -4.1466e-03, -1.5314e-02, -4.6098e-04,\n", + " -7.3318e-03, -6.3679e-03, 8.0714e-03, 9.7000e-03, 1.2215e-02,\n", + " 9.0641e-04, -2.1571e-03, -2.1605e-03, -7.4904e-03, -3.4040e-03,\n", + " -1.1009e-02, 4.2505e-04, 1.4694e-02, 9.7638e-03, -2.2408e-03,\n", + " -1.0523e-03, 1.4409e-02, -1.3608e-02, 6.7547e-03, -1.2606e-02,\n", + " -3.1913e-03, -2.5721e-03, -1.7439e-03, 1.7394e-03, 3.6149e-03,\n", + " 1.2265e-03, 1.8382e-03, 8.4502e-03, 8.3632e-03, 2.9165e-03,\n", + " -5.9625e-03, 6.0592e-03, -3.2218e-03, 1.9182e-03, -1.9122e-03,\n", + " -1.8892e-03, -6.7228e-03, -1.0199e-02, 8.6985e-04, 5.2113e-03,\n", + " -1.7131e-03, -3.6455e-03, 8.7486e-03, -2.2299e-03, -7.1216e-04,\n", + " 2.7356e-03, 1.4408e-03, 9.6882e-03, -1.4576e-03, -9.8547e-03,\n", + " 6.5923e-03, 2.4955e-03, 3.6271e-03, -7.6567e-03, 6.0133e-05,\n", + " -1.7191e-02, 4.3130e-04, -7.7411e-05, -1.7202e-04, 3.9968e-03,\n", + " 9.1864e-03, -3.9949e-03, -3.0912e-03, -1.6042e-04, 2.9399e-03,\n", + " 5.4982e-03, 5.9995e-03, 4.0280e-04, 1.0910e-03, 6.3492e-03,\n", + " -1.0667e-02, -9.2815e-03, 3.5974e-03, 7.4814e-03, 1.2662e-03,\n", + " -2.5559e-03, -1.7622e-02, -5.3195e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.0611e-02, -2.9544e-02, -3.4053e-03, -2.5261e-04, 4.3702e-02,\n", + " -2.4036e-02, -9.9176e-03, 1.1922e-02, 3.9462e-02, -1.5722e-02,\n", + " 3.6127e-02, 3.5265e-02, 1.6603e-02, 4.0656e-02, 9.0450e-03,\n", + " 1.6955e-02, 3.0839e-02, 2.3524e-02, 4.5091e-03, -1.7842e-02,\n", + " -8.9514e-03, -6.9295e-04, -3.7101e-02, 6.3061e-02, -1.2281e-02,\n", + " 2.7505e-02, 5.9490e-03, 2.0819e-02, 2.2402e-02, -1.6352e-02,\n", + " -1.9880e-03, 2.0557e-03, 2.5947e-02, -4.8232e-03, -1.0353e-02,\n", + " 7.9241e-03, -3.8330e-02, -1.2410e-02, 4.5761e-02, -3.3885e-02,\n", + " 1.8288e-02, 2.6494e-02, -2.0117e-02, 3.6985e-03, -7.2017e-02,\n", + " -5.4889e-02, -2.1202e-02, 4.7230e-03, -2.8839e-03, 1.9168e-02,\n", + " 1.0010e-02, 1.6336e-02, 2.0422e-02, -4.3722e-02, 2.5098e-02,\n", + " -3.8560e-02, 2.7089e-02, -1.2778e-02, 5.1402e-02, -1.3062e-02,\n", + " -9.9890e-03, 3.9847e-02, 5.9353e-02, 2.1866e-03, -3.7598e-02,\n", + " -3.7681e-02, 3.4638e-02, 5.4693e-03, 1.5511e-02, 1.5021e-02,\n", + " 5.3212e-02, -2.5371e-02, -5.4444e-03, 2.1743e-03, -9.9451e-03,\n", + " -2.4260e-02, 1.8761e-02, -1.2446e-02, 8.8098e-03, 2.3707e-02,\n", + " -2.4152e-02, 1.4017e-02, 2.2378e-03, -1.1576e-02, 7.3120e-03,\n", + " 1.3892e-02, 2.8446e-03, 4.2612e-02, -4.2735e-03, -2.7018e-02,\n", + " 2.6001e-04, 3.9963e-03, -4.9176e-02, -1.9129e-02, -4.2243e-02,\n", + " -2.6150e-02, -3.0480e-03, -3.0021e-02, -9.5532e-03, -4.4873e-03,\n", + " -6.7222e-03, -1.3395e-03, 2.9712e-02, 1.0073e-02, -1.8594e-02,\n", + " -1.4263e-02, -8.3413e-03, 3.4262e-03, -1.3856e-02, -2.1020e-02,\n", + " -5.5180e-02, 3.3396e-02, 3.8542e-02, 1.1141e-02, 2.3562e-04,\n", + " 4.9550e-02, 1.9921e-02, 6.8655e-03, 3.2959e-03, -8.5281e-03,\n", + " -1.0014e-03, 1.8253e-02, 2.9076e-02, -3.1731e-02, -9.3831e-03,\n", + " 3.7628e-02, -1.1450e-03, 4.2580e-02, 1.7981e-02, 4.4396e-03,\n", + " -1.6276e-02, -1.0255e-02, 1.5396e-02, -4.8177e-03, 6.6366e-03,\n", + " -1.2889e-02, 1.9950e-02, -2.0358e-02, 1.4374e-02, 1.5504e-02,\n", + " 4.3859e-03, 4.7208e-03, 2.0055e-02, -5.1628e-02, 2.3995e-02,\n", + " 5.5752e-04, -1.5980e-02, -2.0599e-02, 1.0397e-03, -6.5507e-03,\n", + " 1.5415e-02, -2.4518e-04, 2.7803e-02, -1.5212e-02, -1.5320e-02,\n", + " -1.8174e-02, 2.0662e-02, -8.4066e-03, -2.0437e-02, 3.2346e-02,\n", + " -2.4915e-03, 5.1932e-03, 4.0334e-03, 1.6829e-02, -2.5918e-02,\n", + " -1.3906e-02, -5.5288e-03, -2.0604e-02, -1.1720e-02, 1.3203e-02,\n", + " -4.5528e-04, -5.8787e-03, 2.0207e-02, -1.8172e-02, -4.4567e-02,\n", + " -1.2350e-02, 2.9691e-02, -1.5418e-02, 7.7369e-06, 4.5891e-03,\n", + " 4.3899e-03, -2.0768e-02, 9.7010e-03, -8.0274e-03, -4.6604e-02,\n", + " -5.3781e-03, 1.0994e-02, -1.6822e-02, 1.3230e-02, -3.8258e-03,\n", + " 2.2453e-02, 1.2270e-02, 8.2433e-03, 2.3383e-03, -2.7016e-02,\n", + " -5.5759e-03, -9.2015e-03, 4.3218e-02, 9.3865e-03, 6.6491e-03,\n", + " -1.5638e-02, -7.3260e-03, 7.4916e-03, -3.4926e-02, -1.7761e-02,\n", + " -1.8834e-03, -1.2750e-02, 3.6981e-02, 8.3469e-03, 7.7240e-03,\n", + " 9.8631e-03, -9.2713e-03, -5.4027e-03, -1.0344e-02, 4.9189e-04,\n", + " -5.6572e-03, 4.8096e-03, -2.9059e-02, 3.3705e-02, 8.0315e-03,\n", + " 1.1039e-03, -1.3708e-02, 1.8435e-02, 4.1296e-02, -4.8482e-02,\n", + " 5.5439e-03, 1.7480e-02, 8.0691e-03, -1.0124e-02, -4.5141e-03,\n", + " -1.3244e-02, -8.5329e-04, 6.6729e-03, 9.0825e-05, -1.4849e-02,\n", + " 2.1605e-02, 1.9870e-02, 2.5043e-03, 3.1047e-02, 1.7190e-03,\n", + " 1.0428e-02, 1.4302e-02, -2.2358e-02, 1.4719e-02, 1.9657e-02,\n", + " 1.2855e-02, 2.7147e-02, 2.0420e-02, -3.0315e-02, -4.9852e-03,\n", + " 1.4754e-02, -2.8988e-02, 2.1746e-03, -5.4846e-02, -7.6584e-03,\n", + " -3.6148e-03, -7.5444e-03, -1.8101e-02, 3.5724e-03, -1.5697e-02,\n", + " 1.1980e-02, -7.2703e-03, -1.3023e-02, -6.2002e-03, 2.0514e-03,\n", + " 1.8545e-02, 1.3430e-02, 6.6528e-03, 1.5725e-02, 3.0145e-02,\n", + " -4.7281e-03, 1.5193e-02, -3.0304e-02, -2.5325e-02, 2.6265e-02,\n", + " 7.8761e-03, -1.3109e-02, -8.9262e-03, 2.5098e-02, -1.6097e-02,\n", + " 6.0394e-03, 2.2660e-02, 4.5398e-03, 1.0827e-02, 8.9942e-03,\n", + " -3.8566e-03, -1.1312e-02, 3.3402e-02, -1.1054e-02, 2.9524e-03,\n", + " 1.4814e-02, 2.8926e-02, -1.9782e-02, 2.0773e-02, -2.6420e-02,\n", + " 1.5527e-02, -1.7811e-02, 2.2104e-02, 5.7762e-03, -7.6965e-03,\n", + " -5.7345e-03, 1.5967e-03, 3.1623e-02, -2.1747e-02, -8.5945e-03,\n", + " -2.8125e-02, 1.8379e-02, -6.7756e-03, 2.3286e-02, -2.7167e-02,\n", + " 1.7851e-02, 1.8041e-02, 5.6597e-03, 3.6133e-03, -9.6214e-03,\n", + " 2.5237e-02, 2.7014e-02, 8.6454e-03, -2.2636e-02, 8.2676e-03,\n", + " -5.8939e-03, 1.0606e-02, -2.2969e-02, -1.7735e-02, 4.8627e-03,\n", + " 1.6807e-02, 1.9348e-02, -4.8933e-03, -4.6287e-03, 3.3422e-02,\n", + " -3.2413e-02, -1.5357e-02, 6.5192e-03, 6.5729e-03, -2.7756e-02,\n", + " -3.9314e-02, 5.5355e-02, -4.0996e-02, -1.3526e-02, 1.8560e-03,\n", + " 1.3154e-02, 6.9275e-02, 1.9747e-02, -8.3000e-03, 1.2520e-02,\n", + " 1.2855e-02, 8.5989e-03, -9.7276e-03, 4.1436e-02, 9.4396e-03,\n", + " 3.3197e-02, -8.4802e-03, 2.7021e-02, -3.7666e-03, 1.8579e-02,\n", + " -3.0720e-02, -5.0055e-02, 6.4586e-03, 3.0618e-02, 5.6103e-03,\n", + " -3.6021e-03, 2.0841e-02, 2.5120e-02, -2.6220e-02, 7.8782e-03,\n", + " 1.6269e-02, -4.0557e-02, -2.9506e-02, 1.0702e-02, -1.6982e-02,\n", + " 1.1773e-02, -2.2960e-02, 1.7994e-03, 7.9381e-03, 1.2418e-02,\n", + " -4.0572e-02, 3.5828e-02, 2.1400e-02, -1.5858e-02, -2.6551e-02,\n", + " 1.2457e-02, 2.6142e-02, 1.2328e-02, 3.2877e-02, 2.3879e-02,\n", + " 2.7769e-02, -4.5688e-03, -7.9487e-02, -1.6494e-02, -8.6227e-03,\n", + " -3.9436e-02, -5.0442e-02, -2.0370e-02, -9.5456e-03, -4.2676e-04,\n", + " -4.7344e-02, 1.1544e-02, 6.2716e-02, 2.0115e-02, 1.7369e-03,\n", + " -9.8486e-03, -1.1321e-02, 5.7826e-02, 4.1268e-03, 3.5922e-02,\n", + " 3.4129e-02, 8.8596e-03, -1.4471e-02, -3.0788e-02, 1.8431e-02,\n", + " 3.5103e-03, 3.9570e-02, 3.8189e-02, 1.8824e-02, -7.9887e-02,\n", + " 2.1980e-02, 1.7656e-02, 8.1790e-02, -2.8091e-02, -2.2457e-03,\n", + " -5.7452e-02, -1.0059e-02, 5.9469e-02, 9.4658e-03, -1.8176e-02,\n", + " -1.6391e-03, -4.0050e-02, -5.4341e-02, 3.3914e-02, -1.7657e-02,\n", + " 4.1718e-03, -7.0572e-02, -9.1324e-03, -1.7363e-02, -3.3512e-02,\n", + " 2.1206e-02, 7.0481e-02, -1.4439e-02, 2.1191e-02, -2.1826e-02,\n", + " -3.4754e-02, -2.3080e-02, -4.5233e-02, -2.9059e-02, -6.0710e-02,\n", + " -2.0735e-02, 2.6138e-02, 3.4150e-02, 2.5447e-02, -1.2442e-02,\n", + " 4.8769e-02, -2.6218e-03, -1.6896e-02, 2.9892e-02, -3.4767e-03,\n", + " 2.6421e-02, 8.9559e-04, 1.8644e-02, 8.9458e-03, 1.0331e-02,\n", + " -8.1762e-03, 8.6029e-04, -5.5158e-03, 3.9579e-02, 8.5295e-03,\n", + " 7.1685e-03, 2.2333e-02, -2.0065e-02, -6.9037e-03, -1.2775e-02,\n", + " -7.8014e-05, -2.5017e-02, -1.5152e-02, -3.5655e-02, 3.4456e-02,\n", + " 4.3084e-02, 2.8324e-02, 1.5229e-02, 3.3212e-02, 3.4514e-03,\n", + " 3.5874e-02, -1.7095e-02, 6.0371e-03, 2.1133e-02, -3.4824e-03,\n", + " -1.4008e-03, -3.0134e-03, -2.9252e-02, -7.4303e-03, -1.3487e-02,\n", + " -2.3862e-02, -7.9264e-03, 3.1672e-03, -1.5618e-02, -8.1779e-03,\n", + " 3.6064e-02, -4.1528e-02, 3.5768e-02, 3.9105e-02, 1.0093e-02,\n", + " 3.1844e-02, 2.5145e-02, 1.0061e-02, 7.5205e-03, -4.9761e-02,\n", + " -4.5096e-03, 1.0460e-02, 2.4229e-02, 8.5945e-03, -1.7986e-03,\n", + " 4.5627e-02, -1.6334e-02, -4.8102e-03, -4.4863e-03, -8.0854e-03,\n", + " -7.2762e-03, 1.1465e-02, 1.6830e-02, 1.3576e-02, 1.2272e-02,\n", + " -8.3156e-03, 1.2824e-02, 4.6298e-03, 1.0449e-02, -6.1512e-03,\n", + " 1.1105e-02, -7.4815e-03, 4.1395e-03, 5.1101e-03, 4.5046e-03,\n", + " 2.0772e-03, 7.0204e-04, -1.1384e-02, -1.8910e-02, -1.4605e-02,\n", + " 9.5498e-04, -1.3729e-02, -1.0407e-02, 1.3077e-03, 1.8376e-03,\n", + " -1.4098e-02, -1.1846e-02, 3.0422e-03, 7.8340e-04, -1.4110e-02,\n", + " -5.7865e-03, 7.3423e-03, -1.6795e-02, 1.0950e-02, 4.3909e-03,\n", + " -5.0929e-03, 9.1166e-03, -1.7297e-03, -1.9169e-02, 2.4700e-03,\n", + " 1.3206e-02, -1.1559e-02, 1.5573e-02, 4.4693e-03, -2.1554e-02,\n", + " -1.1622e-03, 3.1767e-02, -1.2162e-02, 1.9128e-02, -1.1803e-02,\n", + " -1.3094e-02, 5.4059e-03, 7.5256e-03, -1.6706e-02, -1.1175e-02,\n", + " -4.4886e-03, 1.4461e-02, 3.4438e-03, 9.9061e-03, 8.4570e-04,\n", + " 1.9486e-02, 3.8481e-02, 9.9091e-02, -2.4139e-02, -9.7038e-02,\n", + " -3.3826e-02, -3.3439e-02, -3.8285e-02, 6.5657e-04, 2.4252e-02,\n", + " 2.7905e-02, 4.6977e-02, 2.3067e-02, 2.7335e-02, -5.9164e-02,\n", + " -6.4442e-02, -4.4503e-03, 7.3550e-02, -4.8044e-02, 4.7179e-02,\n", + " -3.5068e-02, -4.0177e-02, 1.5314e-02, -8.2233e-02, 4.5723e-02,\n", + " 8.6006e-03, 4.9618e-02, -6.0083e-02, 3.9260e-02, 4.6941e-02,\n", + " 1.1487e-02, -6.8596e-04, 6.7348e-02, 3.8878e-03, -1.7259e-02,\n", + " -2.5339e-03, -1.9751e-02, -2.8448e-02, -2.1539e-02, 3.1264e-02,\n", + " 2.1124e-02, -9.9252e-02, -8.6726e-02, 7.3809e-02, -3.9516e-02,\n", + " 1.6235e-02, 9.7411e-03, 3.6163e-03, -1.9727e-01, -2.6426e-02,\n", + " -9.6442e-05, 1.4349e-02, 3.1493e-02, -7.2925e-02, 4.3886e-02,\n", + " 1.9985e-02, -1.1151e-02, -4.1782e-02, 1.3295e-02, 3.4542e-03,\n", + " 1.5359e-02, -1.3519e-02, -3.0768e-02, -1.7065e-02, 6.0770e-02,\n", + " 1.6969e-02, -3.4620e-02, 9.7652e-05, 3.1085e-02, -1.5965e-02,\n", + " -2.1539e-02, -2.1644e-03, 2.8960e-02, -3.5984e-02, -8.1342e-03,\n", + " 3.6057e-02, -2.2793e-02, -1.9672e-02, -2.9090e-02, 3.5431e-02,\n", + " -2.3624e-02, -9.6392e-03, -2.4987e-02, -3.2483e-02, 3.2631e-02,\n", + " -6.9994e-02, 1.6960e-02, -3.1684e-02, -1.4028e-02, 5.0004e-02,\n", + " 5.2704e-02, -5.6163e-03, -9.7454e-03, -4.7823e-02, -1.6916e-02,\n", + " -2.1259e-02, -8.5757e-03, -4.2572e-02, -2.9214e-03, 1.4578e-02,\n", + " 1.9161e-02, 1.6954e-02, -3.7599e-02, 4.0396e-02, 2.0699e-02,\n", + " 3.0644e-02, 2.1945e-02, 2.6928e-02, 5.2830e-02, -9.6082e-04,\n", + " 4.2918e-02, -3.0401e-02, 4.6748e-02, 1.2633e-02, 3.3743e-02,\n", + " -1.4838e-02, -3.7299e-02, 2.0423e-02, 6.5335e-03, 4.3908e-02,\n", + " -7.2701e-03, 6.1146e-02, 2.8096e-02, -1.9686e-02, 5.1363e-02,\n", + " -1.7497e-02, -2.7402e-02, 1.2646e-02, -2.5128e-02, 2.5269e-02,\n", + " -2.4496e-02, 1.3720e-02, -3.4153e-02, 5.2877e-03, 5.9039e-02,\n", + " -7.3023e-03, -1.8562e-02, -3.6161e-03, -2.5558e-03, -1.0382e-02,\n", + " 5.5941e-02, -2.4566e-02, 2.9792e-02, -4.0358e-02, -1.0486e-02,\n", + " 3.4425e-03, 6.0001e-03, -4.6787e-03, -5.0171e-02, 6.4381e-03,\n", + " -1.4076e-02, -3.0895e-02, 4.9267e-02, -5.0866e-02, 3.2958e-03,\n", + " -2.1283e-02, -7.9040e-03, 1.0174e-02, 1.3314e-02, 1.3966e-02,\n", + " 9.6302e-03, -4.4003e-03, -3.7195e-02, -7.4637e-03, 1.1603e-03,\n", + " 6.8127e-04, -1.9699e-03, 1.1896e-02, -4.0133e-02, -5.4193e-02,\n", + " 9.1656e-03, 1.3773e-02, -5.1475e-02, -3.5159e-02, 8.0911e-04,\n", + " -3.8187e-02, 1.3997e-02, 7.6987e-03, 1.3982e-02, 8.5182e-03,\n", + " -2.8218e-02, -4.7071e-03, 3.9844e-02, 4.7860e-02, -1.5567e-02,\n", + " -5.1113e-02, 1.1397e-02, -1.0460e-03, 5.3374e-03, -1.3183e-02,\n", + " -1.5196e-02, -2.8377e-02, -1.1370e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.1682e-03, 1.7114e-02, -4.2015e-02, 1.6053e-02, 5.5206e-03,\n", + " 1.2398e-02, -3.8857e-02, 1.4218e-02, -3.8436e-02, -6.0461e-03,\n", + " 1.0518e-02, -3.8008e-03, 8.2730e-02, -5.0253e-02, -8.2319e-04,\n", + " 2.4500e-02, 5.7962e-02, 3.3557e-03, -9.2857e-03, -6.1569e-02,\n", + " -5.5369e-02, 1.9957e-02, -4.9295e-02, -4.3256e-02, 6.3680e-02,\n", + " -2.3462e-02, -6.5460e-02, 3.4453e-02, 9.1169e-03, -8.7127e-03,\n", + " 4.7004e-02, 1.4008e-02, -3.1792e-02, -1.3126e-02, -3.9164e-02,\n", + " 2.7636e-02, 5.5070e-02, -2.7689e-02, -2.7070e-02, -3.2774e-02,\n", + " -7.6846e-03, -9.7446e-03, 1.6454e-02, -4.1827e-02, 5.5575e-02,\n", + " -1.6922e-02, -2.9155e-03, 1.5373e-02, -5.8613e-03, -3.9867e-02,\n", + " 4.6919e-02, -1.6579e-02, -4.0867e-02, 5.2290e-02, 3.4847e-02,\n", + " 1.5470e-03, -2.7618e-02, -2.9590e-02, 6.1422e-03, -2.7016e-02,\n", + " 1.6940e-02, -1.0369e-02, 6.8363e-02, 9.7362e-03, -3.3459e-02,\n", + " -3.2050e-02, 1.2753e-03, 2.7524e-03, -3.2036e-02, 6.7715e-03,\n", + " 2.6514e-02, 2.9657e-03, 4.8196e-02, 3.4548e-02, -3.8673e-02,\n", + " 5.6559e-02, 5.6114e-02, -4.8309e-02, -6.2433e-02, -5.6554e-02,\n", + " 4.0897e-02, -1.7625e-02, -4.7130e-03, 4.2180e-02, 1.1039e-02,\n", + " -3.6266e-02, 2.5142e-02, -1.9122e-02, -2.0149e-02, 8.4182e-03,\n", + " -1.3079e-05, -2.8475e-02, -9.6176e-02, 4.8103e-02, 3.7304e-02,\n", + " 5.2388e-02, -3.2020e-02, 6.4328e-02, 1.7857e-02, 1.6639e-02,\n", + " -4.3483e-03, -3.0825e-02, -2.0179e-02, 3.0173e-02, -2.3613e-02,\n", + " 4.5759e-02, 1.8435e-03, -4.2385e-03, -2.3589e-02, -4.4164e-03,\n", + " -2.7010e-02, 1.5851e-02, -4.7079e-03, 1.6420e-02, -2.9377e-03,\n", + " 3.5449e-03, 5.0146e-03, 4.6836e-03, 2.8388e-03, -6.0080e-02,\n", + " -2.6699e-02, 8.6528e-02, 4.0314e-02, -5.0816e-02, -4.7188e-03,\n", + " 1.1102e-02, 3.1771e-02, -1.1086e-02, 2.1349e-02, 9.0097e-02,\n", + " 3.4234e-02, -2.9395e-02, -3.0610e-02, -5.1744e-02, -8.0754e-03,\n", + " 4.1233e-03, 1.4154e-02, -4.3715e-02, -1.7355e-02, 1.7755e-02,\n", + " 1.0515e-02, 5.0384e-02, -1.9795e-02, 1.1612e-02, -3.7271e-02,\n", + " 1.3389e-01, 3.3547e-02, 2.6917e-02, -4.6109e-02, -1.1315e-02,\n", + " -2.7259e-02, 1.1133e-02, -4.9370e-02, -1.4128e-02, 1.1872e-02,\n", + " -5.9913e-03, -6.5252e-03, -3.8546e-02, -3.7109e-02, -8.6873e-02,\n", + " -3.3686e-02, 1.5210e-03, 6.3231e-02, 2.8907e-02, -6.3891e-03,\n", + " -5.4834e-04, -3.3196e-02, 2.4233e-02, 1.5306e-01, 3.0672e-02,\n", + " -3.1392e-03, 1.4098e-02, -6.6130e-03, -3.5590e-02, -7.7817e-03,\n", + " 4.9158e-02, 1.5956e-02, -8.0133e-03, 5.5164e-02, -2.9539e-02,\n", + " -4.6426e-02, 4.6241e-04, 3.0254e-02, -4.0120e-02, -2.2454e-02,\n", + " 4.9335e-03, -3.5825e-02, -2.7740e-02, -4.1184e-02, -2.9709e-02,\n", + " 2.1167e-03, 3.2749e-02, -2.2323e-02, 3.5149e-02, 3.4116e-02,\n", + " -9.0082e-03, -2.1678e-02, -8.2497e-02, -3.8836e-02, 6.7183e-02,\n", + " 2.1283e-02, -7.4868e-02, -8.0474e-02, -7.0232e-02, -1.8266e-02,\n", + " -2.0561e-02, 2.8734e-02, -5.1589e-03, -1.0798e-02, 1.0718e-02,\n", + " -2.7628e-02, 3.4584e-02, 8.4294e-03, -5.4839e-02, -1.4621e-02,\n", + " 1.4274e-02, 1.5077e-02, 1.6358e-02, -1.0799e-01, 1.1274e-02,\n", + " 1.1935e-02, -9.7102e-03, -1.8987e-02, -6.8955e-04, -1.1655e-02,\n", + " -7.2401e-02, -2.4874e-02, 3.7058e-02, -1.0190e-02, 6.4350e-03,\n", + " -1.0554e-02, 1.3634e-02, -8.2221e-03, -4.4436e-04, -1.3850e-02,\n", + " -1.8811e-02, -3.4738e-02, 1.6779e-02, -2.0118e-02, 2.8015e-02,\n", + " -3.8576e-02, -3.5006e-02, 3.8499e-02, 1.1061e-02, 2.1659e-02,\n", + " 4.6896e-02, -6.4043e-02, -4.0181e-02, 3.0323e-02, 5.2757e-02,\n", + " -1.6273e-02, -4.4431e-02, 3.5344e-03, 5.8617e-03, -3.7496e-02,\n", + " -1.3260e-02, 1.2962e-02, 3.3633e-02, 2.0514e-02, 2.9042e-02,\n", + " 6.5698e-02, 1.7114e-02, -2.4795e-02, 4.6406e-02, -2.2783e-02,\n", + " -9.2694e-03, -4.6409e-03, 4.6949e-03, -1.7340e-03, 1.5204e-02,\n", + " -2.3004e-02, 9.0549e-03, 1.7093e-02, -7.4114e-03, 1.9042e-02,\n", + " -4.9026e-02, 9.2374e-03, 4.9461e-02, 3.9991e-02, 2.5957e-02,\n", + " -2.0101e-02, -2.7718e-02, -1.8323e-02, 2.7152e-02, 3.2198e-02,\n", + " -2.2927e-02, -1.3495e-02, -2.3995e-02, 2.1570e-02, 6.2473e-03,\n", + " -2.8982e-02, -8.1428e-03, 2.6270e-02, 7.7120e-03, -3.9417e-03,\n", + " -1.5246e-02, -4.2089e-02, -1.4875e-02, -1.1772e-02, -4.2774e-02,\n", + " 8.4955e-03, 3.2453e-02, 1.4093e-02, -1.0339e-02, -1.0089e-01,\n", + " -2.9378e-02, 1.9868e-02, 1.2488e-02, 7.7098e-01, -3.6843e-02,\n", + " -8.9806e-03, -7.0643e-02, 1.3369e-03, -4.8791e-03, -1.0563e-02,\n", + " 5.4610e-02, -1.7021e-02, -4.3901e-02, -1.2548e-02, -6.0630e-02,\n", + " -3.3152e-03, -2.7704e-02, -3.9000e-03, 4.4677e-02, 3.6807e-02,\n", + " -4.9541e-02, -8.3243e-02, 2.9820e-02, -1.8492e-02, -3.1563e-02,\n", + " 4.9943e-02, -1.1526e-01, 1.5800e-02, -1.6477e-02, 3.9237e-02,\n", + " -1.4192e-02, 1.2691e-02, -8.3672e-03, 1.2062e-02, 6.5407e-03,\n", + " 1.4067e-02, -3.1209e-02, -5.7199e-02, 8.9149e-03, -7.3249e-03,\n", + " 1.2709e-02, -3.5957e-02, -1.0621e-02, 3.9266e-03, 1.6087e-02,\n", + " 2.7056e-02, -2.3173e-02, 1.5635e-02, -1.0932e-01, 9.6848e-03,\n", + " 8.9795e-03, -4.7885e-04, 2.6287e-02, -1.2130e-02, -4.7840e-02,\n", + " 2.0046e-02, -3.0903e-02, -1.0573e-02, -7.2084e-03, -3.0420e-02,\n", + " 2.7998e-02, -5.8862e-02, -6.1368e-02, -2.4216e-02, 6.6708e-04,\n", + " 9.5837e-03, 2.6924e-02, -3.4168e-02, 1.9817e-02, -9.9940e-03,\n", + " 1.3309e-02, 1.3638e-02, 2.4425e-02, 3.8465e-02, -1.1371e-02,\n", + " 2.7942e-03, 6.7753e-02, -4.4799e-02, 5.5291e-02, -1.3437e-02,\n", + " 3.7427e-02, 2.1493e-02, -2.4881e-02, 1.8626e-02, -5.3888e-02,\n", + " 1.6360e-02, -5.5693e-02, 2.6934e-03, -4.5277e-02, -2.2150e-02,\n", + " 2.5483e-04, 3.1951e-02, 4.5933e-02, 9.5242e-03, 1.4755e-02,\n", + " 4.2360e-02, 2.9505e-02, -2.4884e-04, 1.8976e-02, -7.2258e-04,\n", + " 2.7788e-02, 2.6093e-03, -2.8107e-02, 6.7490e-03, 1.4593e-02,\n", + " 2.2327e-02, 2.0749e-02, 1.4687e-02, 2.1493e-02, -4.4640e-02,\n", + " 7.4014e-03, -1.7118e-02, 9.2634e-03, 2.4693e-02, -9.2049e-02,\n", + " 4.3137e-02, 7.4969e-02, -1.8536e-02, 3.1674e-03, 5.6374e-02,\n", + " -3.6609e-02, -2.7793e-02, -4.3964e-02, 1.0216e-02, -7.7068e-02,\n", + " 3.0970e-02, 1.3029e-02, 2.6630e-02, 2.2237e-03, -1.6537e-02,\n", + " -7.8433e-03, 1.4893e-02, 2.9358e-02, -1.1506e-03, -5.3644e-02,\n", + " 3.1352e-02, -8.0870e-03, 1.1797e-02, 5.6196e-02, 1.7432e-02,\n", + " 2.2682e-02, 1.5330e-02, -1.1635e-02, 4.0101e-02, 4.0584e-02,\n", + " -1.1991e-02, 1.6056e-02, -7.2015e-03, -8.0303e-03, 6.2807e-03,\n", + " 3.1724e-02, 1.9677e-02, -2.9623e-02, -1.4072e-02, 1.0977e-02,\n", + " -1.4972e-02, 6.0567e-02, -2.8509e-03, -2.0423e-03, 5.8838e-02,\n", + " -3.3562e-02, 3.6676e-03, 2.8724e-02, -1.9033e-02, 6.8902e-02,\n", + " -6.5260e-03, 1.8910e-03, 2.7656e-03, 3.5710e-02, -5.5687e-03,\n", + " 7.8519e-03, -4.1717e-02, -3.0686e-02, 4.2375e-02, -9.7851e-03,\n", + " 7.3940e-03, -3.8911e-02, 7.7958e-02, -2.5988e-02, 1.9308e-02,\n", + " -2.2991e-02, -2.5093e-02, -2.9440e-02, 4.0855e-02, -6.5005e-02,\n", + " -6.2882e-03, 6.1573e-03, -6.8227e-02, 1.4109e-02, 1.3023e-02,\n", + " 1.6193e-02, -9.5492e-02, 1.5198e-02, -9.3613e-03, -9.9091e-03,\n", + " 3.4840e-03, -1.9381e-02, 1.2621e-02, -5.0171e-02, 2.3001e-02,\n", + " -1.6324e-02, -2.5441e-02, 2.8297e-03, 1.5764e-02, -1.5365e-02,\n", + " -1.5662e-02, -1.8545e-03, 4.0569e-02, -4.1929e-04, 2.0080e-02,\n", + " -5.0738e-02, 4.6124e-03, -8.1230e-03, 5.0966e-03, -3.7572e-03,\n", + " -1.9588e-03, -3.9027e-02, 1.2982e-02, 2.2939e-02, -1.5006e-02,\n", + " 3.7945e-02, -1.8364e-03, -2.4612e-02, -1.2717e-02, -2.2951e-02,\n", + " 5.1928e-02, 1.7221e-02, -2.6606e-02, -4.3459e-02, 1.2560e-03,\n", + " -5.3281e-03, -3.0199e-02, -3.0200e-02, 8.2619e-03, 7.7825e-03,\n", + " 6.4386e-03, 1.4919e-02, 2.4662e-02, -1.2005e-02, 4.0691e-03,\n", + " 7.7119e-02, 4.4028e-02, 1.5916e-02, 4.2260e-03, -1.1859e-02,\n", + " 3.2299e-03, 8.5370e-02, 2.7066e-02, 9.1669e-04, 3.0488e-02,\n", + " 1.3043e-02, 1.4187e-02, 2.9486e-02, -1.9860e-02, 3.0017e-03,\n", + " -8.5086e-03, 2.2925e-02, 2.0662e-02, 2.3246e-02, -2.9678e-02,\n", + " -1.9658e-02, -4.7315e-03, 3.9793e-02, -3.3063e-03, 2.0819e-02,\n", + " -4.4485e-03, 4.0174e-02, 5.2218e-02, 6.9539e-02, 2.0808e-02,\n", + " -7.1788e-04, 2.0165e-02, -3.9593e-03, -6.8602e-03, 3.0855e-02,\n", + " 1.8093e-02, 3.2323e-03, -2.3715e-02, -2.1794e-02, 3.4128e-02,\n", + " 5.0360e-03, -6.9567e-02, 1.2807e-03, 4.1413e-02, 3.7234e-02,\n", + " -2.8687e-02, 1.5472e-02, -1.0079e-02, 1.5805e-02, 3.2067e-02,\n", + " 2.0517e-02, -1.6954e-02, 2.5452e-02, -2.3129e-02, -2.0042e-02,\n", + " 1.0423e-03, 1.0297e-02, 4.1556e-02, 3.2037e-03, -4.5724e-02,\n", + " -1.0613e-01, -2.3897e-02, 7.8736e-02, -2.8805e-03, 5.3093e-02,\n", + " -2.8744e-02, 5.6858e-02, 1.9942e-02, -5.1347e-02, -2.1814e-02,\n", + " 2.7876e-02, 1.9576e-02, -2.7549e-03, 4.3529e-02, 2.5382e-02,\n", + " -3.5662e-02, -4.9739e-03, -2.3017e-03, -2.2178e-02, -1.7660e-02,\n", + " -1.2280e-02, -2.8503e-02, -4.2838e-02, -5.3207e-03, -5.7340e-03,\n", + " -7.2650e-02, -6.3663e-02, 6.2727e-02, -3.6177e-02, -1.0716e-02,\n", + " 2.4669e-02, 3.9913e-03, 4.5764e-03, -6.9569e-02, 2.2785e-02,\n", + " 6.8501e-03, -3.5266e-02, 1.4130e-02, -9.0566e-02, 3.9843e-02,\n", + " -2.5987e-02, 8.2436e-03, -1.0220e-03, 7.9474e-02, 2.7852e-02,\n", + " 1.4907e-02, -1.5561e-02, -1.7826e-02, 5.6604e-02, -3.2992e-03,\n", + " -3.6688e-02, 4.7317e-02, 1.1485e-02, 2.1713e-02, 4.6875e-02,\n", + " -5.2991e-02, 6.2451e-03, -3.1465e-02, 3.8005e-02, -2.4841e-02,\n", + " -9.0695e-03, -1.8962e-02, 8.2102e-04, -3.1322e-02, 1.3349e-02,\n", + " -1.0046e-01, -3.7687e-02, 2.1363e-02, -1.2040e-03, 9.1451e-03,\n", + " -6.2732e-03, -3.2279e-02, -1.7498e-02, 1.1292e-02, 1.7507e-02,\n", + " -2.7286e-02, 6.2036e-03, -7.6828e-03, 6.8884e-03, 1.6963e-02,\n", + " 5.0557e-02, -6.4522e-02, -1.3841e-02, 1.7596e-02, 8.6085e-03,\n", + " -4.0150e-03, -2.7613e-02, 2.3232e-03, 1.0174e-02, 3.8290e-02,\n", + " -2.0112e-02, 4.1124e-03, -2.4282e-02, 2.4002e-02, -9.4768e-03,\n", + " -1.5401e-02, -1.1369e-02, 2.4107e-02, -3.0493e-02, -3.2196e-02,\n", + " -3.5803e-02, -2.0168e-02, 4.1227e-03, 3.2780e-02, 1.7654e-03,\n", + " 8.1757e-02, 1.3525e-03, 1.5755e-02, 3.1696e-02, 1.3814e-02,\n", + " -9.7093e-03, -2.1376e-02, -6.8283e-04, 6.2189e-03, -6.9530e-03,\n", + " 3.1356e-02, -2.8537e-02, -4.5527e-02, 1.0553e-02, 5.1624e-02,\n", + " 5.2369e-03, 5.6613e-02, -2.8112e-03, 4.5844e-02, 7.0298e-03,\n", + " -1.5992e-04, -1.6816e-02, -4.1234e-02, -2.1367e-02, -3.2719e-02,\n", + " 2.4947e-02, -3.2470e-02, -4.0703e-03, 7.9693e-03, -2.4743e-02,\n", + " 2.6615e-03, -4.5772e-02, -2.0880e-03, 3.5623e-02, 2.2286e-03,\n", + " -5.1267e-02, -3.4819e-02, -5.5968e-02, 5.3673e-04, 8.1907e-03,\n", + " -2.1552e-02, -1.4526e-02, -2.4518e-02, -6.6262e-03, 5.4865e-02,\n", + " 1.8691e-02, 4.2113e-02, 1.6093e-03, 3.8698e-02, 6.7356e-03,\n", + " -4.2735e-02, 1.5142e-02, -2.1660e-02, -1.7004e-02, 4.0723e-02,\n", + " -5.1226e-03, -5.1371e-03, -2.3706e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8908, 0.8788, 0.8164, 0.8048, 0.9654, 0.8963, 0.8816, 0.8757, 0.8651,\n", + " 0.8503, 0.7664, 0.7568, 0.7937, 0.7722, 0.8678, 0.8452, 0.7927, 0.7914,\n", + " 0.9183, 0.8864, 0.9019, 0.8231, 0.8737, 0.9217, 0.7941, 0.9489, 0.7704,\n", + " 0.8952, 0.8165, 0.8367, 0.8928, 0.7792, 0.9094, 0.8905, 0.8767, 0.8622,\n", + " 0.9040, 0.8477, 0.8894, 0.9514, 0.8804, 0.9021, 0.9087, 0.8814, 0.8505,\n", + " 0.8007, 0.9343, 0.8689, 0.9156, 0.8826, 0.8891, 0.8573, 0.9496, 0.7666,\n", + " 0.8615, 0.7722, 0.8453, 0.7536, 0.8582, 0.7698, 0.8772, 0.7749, 0.6608,\n", + " 0.8216, 0.8478, 0.8528, 0.8442, 0.8817, 0.8462, 0.9146, 0.9024, 0.9180,\n", + " 0.8691, 0.7560, 0.9035, 0.7610, 0.8606, 0.7004, 0.7597, 0.8067, 0.8652,\n", + " 0.9091, 0.9170, 0.8574, 0.7027, 0.8067, 0.8134, 0.8344, 0.8666, 0.9005,\n", + " 0.8231, 0.8854, 1.0371, 0.8027, 0.8288, 0.7859, 0.6780, 0.8018, 0.8596,\n", + " 0.8926, 0.9100, 0.9256, 0.8634, 0.8238, 0.7748, 0.6194, 0.8344, 0.8917,\n", + " 0.8711, 0.7706, 0.8724, 0.8399, 0.7956, 0.8823, 0.8686, 0.7918, 0.8294,\n", + " 0.8789, 0.8905, 0.8331, 0.8492, 0.7266, 0.8159, 0.7940, 0.6938, 0.8148,\n", + " 0.8577, 0.7830, 0.8516, 0.8245, 0.8907, 0.8240, 0.6747, 0.8707, 0.8536,\n", + " 0.8959, 0.8640, 0.7483, 0.8731, 0.6711, 0.9239, 0.9064, 0.8956, 0.9171,\n", + " 0.8029, 0.8463, 0.8880, 0.8416, 0.8722, 0.8806, 0.7999, 0.8578, 0.7188,\n", + " 0.8973, 0.8984, 0.8117, 0.8624, 0.8186, 0.8781, 0.6559, 0.8868, 0.8851,\n", + " 0.7878, 0.9152, 0.8266, 0.9007, 0.8710, 0.7917, 0.8624, 0.8765, 0.8728,\n", + " 0.8460, 0.7989, 0.8973, 0.9258, 0.8109, 0.7471, 0.8387, 0.8069, 0.8431,\n", + " 0.8429, 0.8901, 0.8488, 0.8992, 0.8999, 0.8551, 0.9280, 0.8629, 0.8911,\n", + " 0.8487, 0.8864, 0.9773, 0.9304, 0.8316, 0.8771, 0.8801, 0.8869, 0.8117,\n", + " 0.8275, 0.7544, 0.8871, 0.8603, 0.6859, 0.7912, 0.8320, 0.8471, 0.8507,\n", + " 0.7920, 0.8711, 0.8214, 0.7989, 0.8993, 0.8374, 0.8499, 0.8509, 0.6132,\n", + " 0.6951, 0.9149, 0.7354, 0.8341, 0.8751, 0.8963, 0.8635, 0.7770, 0.8539,\n", + " 0.7097, 0.7930, 0.8162, 0.8697, 0.9053, 0.8251, 0.8822, 0.8428, 0.8770,\n", + " 0.8609, 0.8360, 0.8552, 0.7617, 0.8873, 0.7741, 0.8112, 0.8678, 0.8439,\n", + " 0.7749, 0.7968, 0.6860, 0.7877, 0.8312, 0.8163, 0.7448, 0.8139, 0.9919,\n", + " 0.8192, 0.8435, 0.8946, 0.8531, 0.8369, 0.8194, 0.7870, 0.8148, 0.8991,\n", + " 0.8371, 0.8928, 0.8408, 0.7998, 0.7640, 0.8475, 0.8149, 0.8343, 0.9014,\n", + " 0.8460, 0.8532, 0.8335, 0.8171, 0.8946, 0.8827, 0.7228, 0.8371, 0.8271,\n", + " 0.8711, 0.7799, 0.8890, 0.8948, 0.7150, 0.8847, 0.7962, 0.8817, 0.9214,\n", + " 0.8282, 0.8916, 0.8238, 0.7211, 0.8743, 0.8313, 0.8848, 0.7219, 0.6998,\n", + " 0.9251, 0.8599, 0.8724, 0.9042, 0.8620, 0.8663, 0.8632, 1.0249, 0.8289,\n", + " 0.8143, 0.9038, 1.3370, 0.8474, 0.7927, 0.6685, 0.8016, 0.8646, 0.8719,\n", + " 0.8014, 0.8917, 0.8774, 0.8691, 0.6290, 0.8708, 0.8092, 0.8343, 0.8830,\n", + " 0.8786, 0.8668, 0.7881, 0.8862, 0.8787, 0.8580, 0.7634, 0.6533, 0.8373,\n", + " 0.9250, 0.9081, 0.8397, 0.8398, 0.8995, 0.8849, 0.8411, 0.7698, 0.9235,\n", + " 0.7673, 0.8548, 0.7791, 0.6511, 0.9051, 0.8719, 0.8421, 0.9104, 0.8582,\n", + " 0.8966, 0.8828, 0.6337, 0.8788, 0.8649, 0.8321, 0.8038, 0.8214, 0.8364,\n", + " 0.8936, 0.8064, 0.8134, 0.8003, 0.8533, 0.8695, 0.7749, 0.8725, 0.8836,\n", + " 0.8074, 0.8631, 0.8339, 0.9178, 0.8650, 0.8996, 0.9094, 0.8760, 0.8360,\n", + " 0.8272, 0.9241, 0.8695, 3.3955, 0.8705, 0.9307, 0.8362, 0.8600, 0.8674,\n", + " 0.9013, 0.8620, 0.8814, 0.8066, 0.8540, 0.8729, 0.8042, 0.8855, 0.8820,\n", + " 0.8643, 0.8228, 0.8592, 0.9016, 0.8140, 0.7394, 0.7688, 0.8432, 0.7460,\n", + " 0.8320, 0.8900, 0.8326, 0.8837, 0.8803, 0.8304, 0.8520, 0.8970, 0.8736,\n", + " 0.8414, 0.7892, 0.8245, 0.8396, 0.8649, 0.7499, 0.8315, 0.7823, 0.8751,\n", + " 0.7950, 0.8506, 0.8596, 0.8398, 0.8522, 0.8790, 0.7818, 0.8682, 0.8193,\n", + " 0.8768, 0.7926, 0.8768, 0.9270, 0.8686, 0.8125, 0.8756, 0.8695, 0.8302,\n", + " 0.8992, 0.8179, 0.6337, 0.8627, 0.8705, 0.9479, 0.8082, 0.8865, 0.8142,\n", + " 0.8899, 0.8872, 0.9221, 0.8657, 0.9245, 0.8903, 0.8326, 0.8639, 0.7905,\n", + " 0.8835, 0.8553, 0.7531, 0.8894, 0.8985, 0.8819, 0.7673, 0.7294, 0.8140,\n", + " 0.7866, 0.8018, 0.9243, 0.7718, 0.8411, 0.8732, 0.7769, 0.8354, 0.8183,\n", + " 0.8826, 0.8527, 0.8261, 0.8701, 0.8735, 0.6823, 0.8464, 0.8214, 0.8574,\n", + " 0.8139, 0.8448, 0.8107, 0.8711, 0.8859, 0.8486, 0.8124, 0.9055, 0.8704,\n", + " 0.8226, 0.6548, 0.7979, 0.8874, 0.8145, 0.7870, 0.8673, 0.7866, 0.8187,\n", + " 0.7935, 0.8874, 0.8211, 0.8397, 0.8894, 0.8631, 0.7687, 0.7802, 0.8299,\n", + " 0.8466, 0.8492, 0.8821, 0.8843, 0.6359, 0.9250, 0.8460, 0.8857, 0.7897,\n", + " 0.9135, 0.8448, 0.8255, 0.8548, 0.8158, 0.8644, 0.8687, 0.7091, 0.8403,\n", + " 0.7895, 0.8971, 0.8605, 0.8955, 0.7915, 0.8699, 0.8484, 0.7965, 0.9194,\n", + " 0.7932, 0.7071, 0.8655, 0.8113, 0.8930, 0.9162, 0.8680, 0.8283, 0.8483,\n", + " 0.8693, 0.8951, 0.7679, 0.8522, 0.8959, 0.8939, 0.8475, 0.8574, 0.7872,\n", + " 0.8984, 0.8715, 0.8784, 0.8214, 0.8416, 0.9117, 0.8196, 0.8597, 0.7963,\n", + " 0.8704, 0.8504, 0.8727, 0.8340, 0.8597, 0.8509, 0.6890, 0.8435, 0.8476,\n", + " 0.8708, 0.6328, 0.9185, 0.8723, 0.8200, 0.8756, 0.8918, 0.8217, 0.8699,\n", + " 0.8485, 0.9967, 0.8811, 0.7856, 0.8631, 0.8897, 0.8498, 0.9262, 0.8388,\n", + " 0.7901, 0.8331, 0.8688, 0.8569, 0.8537, 0.8365, 0.8182, 0.8942, 0.8866,\n", + " 0.8463, 0.8869, 0.8394, 0.9231, 0.7984, 0.8740, 0.8726, 0.8353, 0.7919,\n", + " 0.8872, 0.7689, 0.6218, 0.8400, 0.7966, 0.9079, 0.8769, 0.7981, 0.7941,\n", + " 0.8575, 0.8995, 0.8624, 0.8585, 0.8805, 0.9133, 0.8333, 0.8086, 0.9206,\n", + " 0.8325, 0.7797, 0.8181, 0.8854, 0.8561, 0.8234, 0.8734, 0.8858, 0.7785,\n", + " 0.8895, 0.8619, 0.8108, 0.8599, 0.7322, 0.8980, 0.8275, 0.8324, 0.8470,\n", + " 0.8063, 0.8376, 0.9021, 0.8721, 0.8379, 0.8141, 0.6811, 0.8273, 0.7728,\n", + " 0.8397, 0.8688, 0.8014, 0.8723, 0.9012, 0.8971, 0.9158, 0.8628, 0.8225,\n", + " 0.8963, 0.8268, 0.8531, 0.7969, 0.6276, 0.8526, 0.8314, 0.8010, 0.8807,\n", + " 0.8678, 0.8879, 0.8922, 0.9053, 0.8772, 0.8971, 0.8988, 0.8562, 0.8525,\n", + " 0.8877, 0.8507, 0.7839, 0.8583, 0.8941, 0.8664, 0.8485, 0.8495, 0.8426,\n", + " 0.8950, 0.8668, 0.8842, 0.8485, 0.7265, 0.8237, 0.6463, 0.9183, 0.8831,\n", + " 0.8201, 0.8409, 0.8950, 0.7923, 0.8142, 0.8448, 0.8879, 0.8663, 0.7791,\n", + " 0.8568, 0.8015, 0.8253, 0.8048, 0.9013, 0.8313, 0.8361, 0.8892, 0.8230,\n", + " 0.7587, 0.8609, 0.8843, 0.8487, 0.8526, 0.8886, 0.8225, 0.8283, 0.8455,\n", + " 0.8859, 0.8674, 0.8982, 0.8950, 0.9144, 0.8502, 0.8186, 0.8886, 0.8253,\n", + " 0.8982, 0.7530, 0.8619, 0.8681, 0.9076, 0.8465, 0.7898, 0.8664, 0.8131,\n", + " 0.8316, 0.8657, 0.8760, 0.9139, 0.8908, 0.8030, 0.8493, 0.8637, 0.7874,\n", + " 0.8309, 0.8933, 0.8474, 0.7458, 0.8771, 0.8393, 0.8172, 0.8739, 0.8716,\n", + " 0.7530, 0.8105, 0.9045], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.8413e-02, -1.4685e-02, 9.7925e-02, -2.3285e-01, 2.7856e-01,\n", + " -9.1128e-02, 8.8250e-02, 1.3665e-01, -2.8131e-02, -1.0412e-01,\n", + " -1.0079e-01, 7.0019e-02, -6.4326e-02, 8.9503e-02, -4.9994e-02,\n", + " 8.9974e-02, -2.7961e-02, 7.5033e-03, -8.2368e-02, 8.2457e-02,\n", + " 2.0410e-01, -1.3862e-01, 8.6699e-02, 4.0604e-01, -4.0876e-02,\n", + " 1.9091e-01, 1.2762e-01, -1.3673e-01, -2.1507e-01, 2.0646e-04,\n", + " -4.1168e-03, 3.3988e-02, 1.4856e-01, -1.5327e-01, 6.1553e-02,\n", + " -3.2388e-02, -2.4307e-01, 1.2527e-01, 1.5861e-01, -2.6779e-01,\n", + " -1.2452e-01, -8.5194e-02, 7.9765e-02, 1.0477e-01, -5.1023e-02,\n", + " -1.9498e-01, -1.9637e-02, -9.9008e-02, -2.9685e-02, -1.3916e-02,\n", + " -1.6059e-01, -1.0926e-01, 1.9204e-01, -3.1858e-01, 5.9194e-02,\n", + " 6.8880e-02, 5.2595e-02, -1.8563e-01, -3.1860e-02, -1.3400e-03,\n", + " -8.5109e-02, 1.1847e-01, -1.0633e-01, -1.0766e-01, -2.0041e-02,\n", + " 1.0122e-01, -9.5441e-02, -2.5757e-02, -2.1580e-02, -1.7249e-01,\n", + " -1.9299e-01, 6.0964e-02, -1.0986e-01, -1.3449e-01, 7.8948e-02,\n", + " -4.2720e-02, -1.0930e-01, 1.0152e-01, 1.5338e-02, 4.7844e-02,\n", + " -6.2282e-02, 1.5118e-02, 1.0789e-01, 1.5356e-01, -4.9561e-02,\n", + " -2.2780e-01, -9.9362e-04, -4.3155e-02, -4.5890e-02, 4.2127e-02,\n", + " -8.4693e-02, -2.2918e-01, 6.2738e-01, -6.6771e-02, 9.6695e-02,\n", + " -1.0027e-01, 2.3973e-01, -1.1050e-01, -5.8350e-02, -8.1114e-02,\n", + " 1.7023e-02, 7.5210e-02, -2.6273e-02, -5.0015e-02, 4.9011e-02,\n", + " 6.9222e-03, -8.5743e-02, -1.1984e-01, -8.1934e-02, -2.8638e-02,\n", + " -1.6781e-01, -8.9566e-03, -2.9742e-01, -1.1436e-01, -2.5355e-02,\n", + " 1.9245e-02, 3.0905e-02, -1.3231e-02, -1.7387e-01, 9.1912e-02,\n", + " -9.6294e-02, -1.4875e-01, -6.4018e-02, 6.9584e-02, 1.2863e-01,\n", + " -2.5615e-01, -6.9177e-02, 2.2179e-01, -1.2918e-01, -3.0907e-02,\n", + " -1.0416e-01, 1.4877e-01, -1.5592e-01, -1.0273e-01, -8.2931e-02,\n", + " -7.2520e-02, 3.3927e-03, 8.0055e-02, -1.3827e-01, -1.8813e-01,\n", + " -1.0798e-01, -3.1946e-02, 1.4345e-02, 5.4373e-02, -8.5776e-03,\n", + " -4.9808e-01, -7.0646e-02, 2.9841e-02, -8.7338e-02, 2.3898e-01,\n", + " 1.0324e-01, 1.7185e-01, -9.4743e-02, 8.1135e-02, -8.8625e-03,\n", + " 5.8927e-02, 1.0045e-01, 1.8999e-01, 4.9619e-02, -2.1625e-01,\n", + " 9.8230e-03, -1.5053e-01, -8.8393e-02, 5.1734e-02, -1.7297e-02,\n", + " 5.9621e-02, 1.6417e-01, -2.6357e-02, -4.6794e-01, -1.6534e-01,\n", + " -1.6453e-01, -6.0327e-02, -1.0038e-01, 2.1235e-01, -2.4608e-02,\n", + " 2.2982e-01, 5.4501e-03, 1.4479e-01, 1.6694e-01, -5.9400e-02,\n", + " -1.0492e-02, -1.8781e-02, -1.2721e-01, 1.2032e-01, 8.6587e-02,\n", + " -7.8543e-02, 1.3054e-01, 1.7380e-01, 5.6252e-02, 9.5063e-02,\n", + " -6.2605e-03, -3.0282e-01, 2.1641e-01, -3.5409e-02, 1.0196e-01,\n", + " 8.1524e-02, -2.2450e-02, 1.9720e-01, 2.9872e-02, -1.1372e-01,\n", + " -2.1850e-01, 4.2091e-02, 1.3902e-01, 8.0194e-02, -1.5349e-01,\n", + " 1.2549e-01, 6.1810e-02, -1.4126e-01, 5.3815e-02, 9.5186e-02,\n", + " -6.1146e-02, -9.5448e-02, 6.6996e-03, 1.8820e-01, 7.1465e-02,\n", + " -7.1717e-02, -2.0179e-01, -8.3425e-02, 1.6248e-01, -1.1953e-01,\n", + " -6.5946e-02, 2.0023e-01, -4.7521e-02, 6.1980e-02, -1.0993e-01,\n", + " 2.2824e-01, 5.7869e-02, -2.0957e-01, 2.6353e-02, -5.2742e-02,\n", + " -2.4369e-03, -3.0650e-02, 7.4169e-02, -1.0147e-02, -7.8982e-04,\n", + " 1.6888e-01, -1.4766e-02, -1.9214e-01, 1.4586e-02, -2.0228e-01,\n", + " 1.2323e-02, 1.0994e-01, -1.7867e-01, 2.2628e-02, -4.5112e-03,\n", + " -6.5385e-02, -1.1412e-01, 6.0078e-02, -1.9050e-01, -2.2420e-01,\n", + " -3.2391e-02, 4.2866e-01, 4.1080e-02, -6.4562e-02, 9.0099e-03,\n", + " -6.6397e-02, -3.8664e-01, -4.6759e-03, 3.3033e-02, -8.0993e-02,\n", + " -7.8662e-03, -1.3730e-01, 1.7759e-02, 7.2331e-03, -9.2599e-02,\n", + " -1.1557e-01, -5.1022e-02, 2.6566e-02, 7.4261e-02, -4.8146e-02,\n", + " 9.9368e-03, -1.8030e-02, -1.1669e-01, 1.0394e-01, -3.5411e-02,\n", + " 8.9891e-02, -1.3748e-01, -1.5533e-01, -1.6918e-01, -1.2368e-01,\n", + " 9.7652e-02, 1.2463e-02, -1.0896e-01, -2.4045e-01, -2.4022e-01,\n", + " 1.0053e-01, 1.2797e-01, 1.9155e-01, 2.8814e-02, -1.7075e-02,\n", + " 6.6131e-02, -1.4223e-01, -9.9026e-02, -4.1128e-02, 9.7625e-02,\n", + " -6.7123e-02, -8.0236e-03, 2.8599e-01, 6.3024e-02, -2.4517e-02,\n", + " -3.7168e-02, 7.8311e-02, -1.4959e-01, 8.9837e-02, 3.1989e-01,\n", + " -3.9809e-02, -8.7327e-02, -6.4228e-02, -1.1159e+00, 7.2103e-03,\n", + " -6.4932e-02, -9.3647e-02, 1.1436e-01, 3.0608e-02, -9.0261e-02,\n", + " 2.1614e-02, 4.2796e-02, -1.9691e-02, -1.6561e-01, 1.4114e-03,\n", + " -2.4439e-01, 5.8508e-02, 1.3969e-01, -2.9009e-01, -1.3038e-01,\n", + " 1.0303e-01, -7.1625e-02, -1.8464e-01, -3.9552e-02, -9.8607e-02,\n", + " -4.6643e-02, -5.9559e-02, 7.7511e-02, 6.5654e-02, -6.9893e-02,\n", + " 5.0171e-02, -6.8154e-02, -1.6579e-01, -3.8187e-02, -7.3564e-02,\n", + " -3.9211e-02, -2.9803e-02, 1.4025e-01, -4.5741e-02, 3.0368e-02,\n", + " -1.9968e-02, 5.6872e-02, -1.0294e-01, -1.7294e-01, -2.3538e-01,\n", + " -1.7551e-01, 1.8185e-02, 4.8804e-02, 3.8119e-03, -1.7166e-02,\n", + " -4.5914e-02, 1.1703e-01, 8.3309e-02, -1.3071e-02, 6.3116e-02,\n", + " 2.2611e-02, 6.7043e-02, -8.9732e-03, 1.9178e-02, 1.8123e-02,\n", + " -8.4349e-02, -6.6815e-02, 1.3596e-01, -1.1523e-01, -1.4107e-01,\n", + " -8.0859e-02, -7.0844e-02, 3.7028e-02, -4.4255e-02, -1.8313e-01,\n", + " -7.2192e-03, 2.1698e-02, -1.4655e-01, -1.9548e-01, 6.9601e-02,\n", + " -2.3097e-02, -1.3960e+00, 5.7968e-02, -2.1191e-01, 7.7244e-02,\n", + " -1.2873e-01, -3.1151e-01, 7.3383e-02, -8.4914e-02, -3.3021e-02,\n", + " 1.0113e-01, 5.9477e-02, 1.3377e-01, -1.0959e-01, 3.5372e-02,\n", + " -4.0199e-02, -1.7281e-01, -2.1721e-01, 6.9882e-02, -1.0425e-01,\n", + " -9.5598e-02, -1.7582e-01, 1.5404e-01, -1.3261e-01, -6.3073e-02,\n", + " -1.2300e-01, 5.1205e-02, -1.1124e-01, 1.4006e-01, -1.5453e-01,\n", + " -1.1277e-01, -6.3515e-02, -5.4086e-03, -1.1250e-03, -1.5718e-01,\n", + " 4.9910e-02, -5.2535e-02, -2.8268e-02, 8.2641e-02, 3.6361e-02,\n", + " -1.5047e-01, -1.7742e-01, 4.1598e-02, -8.0393e-03, -2.1642e-01,\n", + " 1.8160e-01, 3.9809e-02, -2.1557e-01, -2.3357e-01, 1.1748e-01,\n", + " 7.5901e-02, -2.5071e-01, -2.2760e-01, 2.4158e-01, -1.9920e-01,\n", + " 1.0629e-01, -2.0799e-01, -4.2341e-02, -1.6591e-01, -5.0407e-02,\n", + " 5.1418e-02, 4.5848e-02, 1.5719e-01, -1.2281e-01, 1.6653e-02,\n", + " -3.8105e-02, -2.1069e-01, 4.5201e-02, -8.0104e-02, -2.3977e-01,\n", + " -1.7001e-02, -6.8664e-02, 1.1687e-01, -1.5591e-01, 9.1707e-02,\n", + " 3.4915e-02, -1.2525e-01, 1.2920e-01, -9.6741e-02, -1.1362e-01,\n", + " 3.5749e-02, -2.4381e-01, -9.8565e-02, 1.2220e-01, 9.5467e-02,\n", + " -1.1720e-01, -6.3551e-02, -1.0808e-01, 3.6753e-02, -1.1724e-02,\n", + " 3.6011e-02, -1.2097e-01, -7.9562e-02, -5.0209e-02, -3.0134e-02,\n", + " -7.5588e-02, -1.4164e-01, 7.5756e-02, -1.9803e-01, -1.0804e-01,\n", + " 1.0304e-01, 1.6737e-01, -1.6566e-01, 4.6699e-04, -5.1747e-02,\n", + " -1.3254e-03, 9.3415e-02, 8.7815e-02, -2.1817e-01, -3.3234e-02,\n", + " -6.0532e-02, -1.2367e-04, 4.5735e-02, -1.9991e-02, -1.6754e-02,\n", + " -7.4464e-02, 4.6651e-02, 2.7128e-02, -7.9539e-02, 1.0701e-02,\n", + " 1.1578e-01, 1.1617e-01, -4.8222e-02, -2.4963e-02, -2.9761e-02,\n", + " 3.9485e-02, -1.1065e-01, -5.3894e-02, -1.4495e-01, 4.0127e-02,\n", + " -1.4562e-01, -5.6944e-02, -3.2598e-02, -1.1129e-01, -1.0191e-01,\n", + " 2.5794e-01, -6.5729e-02, -2.2104e-02, -2.3917e-01, 8.3269e-02,\n", + " -1.1649e-01, 2.9953e-01, 9.9733e-02, -1.2288e-01, 2.8718e-02,\n", + " -2.7494e-02, 2.1160e-02, -7.0543e-02, 8.0848e-02, 1.1905e-01,\n", + " -8.9125e-03, -1.6610e-01, -6.5870e-02, -7.9934e-02, 7.0267e-02,\n", + " -1.0885e-01, -5.3426e-02, 8.2237e-04, 4.8007e-02, -3.0076e-01,\n", + " -1.0827e-02, 1.0854e-02, -1.3745e-01, -1.3607e-03, -1.3428e-01,\n", + " -4.4595e-01, -2.2266e-01, -7.2535e-02, 2.4056e-01, 1.8615e-01,\n", + " -3.3728e-02, -9.5504e-02, 7.1057e-03, 5.9112e-02, -3.1857e-02,\n", + " -6.0401e-02, 1.2101e-02, 9.3061e-02, 7.1677e-02, -5.6540e-02,\n", + " -6.9476e-02, -1.7546e-01, -6.1857e-02, -5.5901e-02, -1.4457e-01,\n", + " 5.0644e-02, 1.0009e-01, -1.2428e-01, -2.7285e-02, -9.2139e-02,\n", + " 1.0749e-02, 3.4633e-02, 4.0659e-02, -7.6864e-02, -1.6425e-01,\n", + " -3.5354e-02, -1.8655e-01, -9.0537e-02, 1.4516e-01, -7.9572e-02,\n", + " -1.7576e-01, 7.7620e-02, 1.2878e-01, -1.8386e-01, -1.9528e-01,\n", + " -6.1632e-02, 3.7473e-01, -7.9596e-02, -1.5307e-01, 8.0662e-02,\n", + " 2.2754e-02, -3.0187e-02, 9.6166e-02, 8.3238e-02, 6.2987e-02,\n", + " -1.6073e-02, 1.0959e-01, 4.7464e-02, 8.5676e-02, 2.2047e-02,\n", + " 4.9718e-02, 2.8123e-02, -1.0709e-01, 5.4231e-02, 1.3411e-01,\n", + " 1.7343e-01, 1.1455e-01, 7.2517e-02, 9.1527e-02, -3.9772e-04,\n", + " 9.6347e-03, -1.8090e-01, -1.0493e-01, 7.0741e-02, -2.8755e-01,\n", + " -3.5062e-02, -8.3939e-02, -3.9652e-03, -9.9245e-02, -1.2798e-01,\n", + " 1.0584e-01, 1.7753e-02, 1.1607e-01, 9.7722e-02, -3.9840e-02,\n", + " 1.0661e-01, 2.2482e-01, -1.6806e-01, 5.4712e-02, 8.6336e-03,\n", + " 1.8843e-01, 9.0219e-02, 2.8398e-02, 2.3419e-01, -1.5213e-02,\n", + " -9.6268e-03, 3.5601e-03, 1.8767e-03, 1.7073e-01, 9.7382e-02,\n", + " -5.7197e-02, 1.5349e-01, 8.9408e-02, -7.6702e-02, -4.9486e-02,\n", + " -1.6533e-01, 1.5982e-02, -1.6690e-02, -4.8249e-02, 1.0601e-03,\n", + " -6.5780e-02, 1.5702e-01, 1.2802e-01, 1.0183e-01, -1.8196e-01,\n", + " -1.2446e-02, 1.3715e-02, -2.0893e-03, -5.9811e-02, -1.0643e-01,\n", + " 8.7622e-02, -2.7751e-02, 5.5097e-02, -1.3291e-01, 5.6253e-02,\n", + " -1.2122e-01, 1.3294e-01, 1.3929e-01, 8.8614e-02, 9.6920e-02,\n", + " 3.7516e-02, 4.2057e-02, -1.5608e-01, -1.8384e-02, 6.6939e-02,\n", + " -1.3783e-01, 2.9469e-01, 1.9535e-01, 1.3888e-01, -7.3465e-02,\n", + " -1.5283e-02, -6.6779e-02, 1.9453e-01, -4.1716e-03, -1.6370e-01,\n", + " -3.6217e-02, 1.3067e-01, -1.1984e-03, -1.4443e-01, -2.4163e-02,\n", + " -6.3179e-02, 2.9602e-02, 8.7595e-02, 6.4204e-03, -2.6012e-02,\n", + " 2.6654e-02, -1.8188e-01, -4.5173e-04, 1.7959e-04, -1.2388e-01,\n", + " 5.5466e-02, -4.6545e-02, -5.4421e-02, 1.3971e-02, 9.4679e-02,\n", + " -2.9822e-03, 2.3863e-01, 8.6586e-02, 3.1484e-02, 1.1449e-01,\n", + " 6.0149e-02, 1.7138e-02, 3.6635e-02, 1.1296e-01, -6.6452e-03,\n", + " 1.7987e-01, -3.5096e-02, 6.2008e-02, -4.0595e-02, -2.5367e-02,\n", + " -7.8834e-02, -1.1187e-01, -7.6657e-02, -4.7279e-02, 9.4460e-02,\n", + " -3.4396e-02, -6.3446e-02, -6.6970e-02, -9.2655e-02, 2.0745e-02,\n", + " 5.5555e-02, 1.4707e-01, 9.9179e-02, 1.2400e-01, 2.5084e-01,\n", + " 1.4453e-02, 4.2043e-03, 1.2572e-01, -1.3068e-02, 7.3298e-02,\n", + " 2.1079e-02, -4.0195e-02, -1.8587e-02, -1.3593e-02, -3.8091e-02,\n", + " 8.1169e-03, -8.7447e-02, -2.1214e-02, 1.4264e-01, 1.5662e-03,\n", + " 6.1930e-02, -1.2532e-01, -3.3435e-02, 1.4278e-01, -2.0842e-01,\n", + " -9.5605e-02, -1.1476e-01, 7.4646e-02, -8.6479e-02, 4.3559e-02,\n", + " 4.6354e-02, 1.0192e-01, -1.3717e-02, -1.3720e-01, -2.0517e-01,\n", + " 3.5646e-02, -9.0082e-03, 4.1935e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0969, -0.2770, -0.1305, ..., 0.4151, -0.0637, -0.1128],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.2170e-04, 6.0063e-02, 1.6595e-03, 3.8482e-02, 6.7035e-02,\n", + " -2.4201e-04, 4.7873e-02, 6.3861e-02, -3.6354e-02, 6.8237e-03,\n", + " 7.2248e-03, 1.1775e-02, -4.2003e-02, 1.0232e-01, 1.3154e-02,\n", + " 2.1304e-02, 1.7575e-02, 3.5660e-02, 3.9253e-03, 1.0006e-02,\n", + " 3.2980e-02, 6.3024e-03, 3.8897e-02, -4.8003e-02, 1.5026e-02,\n", + " 1.1065e-01, 4.5879e-02, 1.8573e-02, -1.3919e-01, 4.7081e-02,\n", + " 6.9270e-02, 5.7559e-03, -1.0859e-02, -5.9208e-02, 9.6604e-03,\n", + " -1.0258e-02, -1.3586e-02, -2.3328e-02, -2.6191e-02, 1.5953e-02,\n", + " -2.1898e-04, -3.0575e-02, 2.4398e-02, -2.1622e-02, 3.5621e-03,\n", + " 2.5069e-02, 4.6042e-02, 6.2312e-02, 2.2134e-02, -8.1054e-02,\n", + " -4.2733e-03, -2.0844e-02, 2.3254e-02, -4.8400e-02, 5.7859e-02,\n", + " 7.9881e-02, 4.3739e-02, -1.1830e-01, 1.0345e-02, -6.1802e-02,\n", + " -1.9055e-02, 1.5268e-01, -6.6365e-02, 4.6455e-02, 2.8014e-02,\n", + " 6.2891e-02, -3.4457e-02, 4.0059e-02, -2.6777e-02, -6.6260e-02,\n", + " -1.0046e-01, 1.4962e-02, 7.0970e-03, -2.2106e-02, 7.8341e-03,\n", + " 9.0236e-02, 1.7539e-03, -5.0696e-02, -1.7790e-02, 2.7531e-03,\n", + " 9.8775e-02, 1.2555e-02, 3.6189e-03, 1.9622e-02, 6.9818e-02,\n", + " -7.0865e-02, -2.3232e-03, 6.1118e-02, -3.3884e-02, 2.2079e-02,\n", + " 2.1252e-02, -3.5691e-02, 7.0729e-02, -4.1870e-02, 1.2791e-01,\n", + " -8.8177e-02, 1.9402e-01, -9.2882e-02, -4.5698e-02, -6.4573e-02,\n", + " -5.0827e-02, -8.3141e-03, 4.0737e-03, -2.7518e-02, 2.7105e-02,\n", + " -4.7677e-02, 3.6330e-02, -3.7403e-02, -8.9815e-02, -5.7190e-02,\n", + " -7.0872e-02, -1.2979e-02, -2.8470e-02, 4.5800e-03, -7.0889e-02,\n", + " 3.7618e-02, -3.1289e-02, -1.4464e-03, -2.5946e-02, 4.6706e-02,\n", + " -5.4563e-02, -3.5210e-02, -2.1083e-02, 2.6247e-02, 1.0972e-01,\n", + " -7.4630e-02, -1.8842e-02, 1.1783e-01, -2.9209e-03, -4.4241e-02,\n", + " 2.5516e-02, 1.2702e-02, -1.8395e-02, -2.9001e-02, 8.6731e-02,\n", + " 3.5289e-03, 7.0610e-02, 9.8236e-02, -8.0229e-02, 1.7151e-03,\n", + " -5.3360e-02, 8.1097e-02, 5.8118e-02, -1.2575e-02, -1.0752e-03,\n", + " -6.4532e-02, 7.6080e-02, 1.9670e-02, -1.2663e-01, 1.0551e-01,\n", + " -5.4672e-02, 4.6454e-02, -2.0095e-01, 3.5418e-02, -4.1717e-02,\n", + " -9.1663e-02, 4.2159e-02, 2.4436e-02, -9.5782e-03, -1.1963e-01,\n", + " 6.2566e-02, 2.6202e-03, 4.0801e-02, 3.3338e-02, -4.7075e-02,\n", + " 1.0630e-01, 8.0339e-04, 3.0761e-02, -6.6086e-02, 4.1680e-02,\n", + " 4.3115e-02, 8.9651e-02, -8.0294e-02, 6.3234e-03, 1.5163e-02,\n", + " -3.4469e-02, 1.3547e-02, 1.7744e-02, -7.6349e-03, -6.4067e-02,\n", + " 9.7095e-03, 1.3867e-02, -7.1573e-02, 1.8909e-02, -4.4168e-03,\n", + " -6.3647e-02, -1.5911e-02, 2.7158e-02, 2.2263e-02, -3.9057e-02,\n", + " -4.3787e-03, -1.4804e-02, 1.0358e-02, -3.8233e-02, 1.0357e-01,\n", + " 4.4544e-02, 3.6539e-02, 7.2005e-02, -5.3127e-02, -1.5905e-02,\n", + " -4.5856e-02, -3.0769e-02, 4.9159e-02, 5.5867e-02, 1.1320e-02,\n", + " 1.1742e-02, 3.0524e-02, -2.0164e-02, 6.2026e-03, 6.0413e-02,\n", + " -8.6086e-03, -5.0011e-02, 1.1612e-01, 6.5789e-02, 3.2092e-02,\n", + " 3.9428e-02, -1.2399e-01, 1.8430e-03, 7.3844e-02, 2.0029e-02,\n", + " 7.2899e-02, 6.3061e-02, -6.3117e-03, -3.6373e-03, -9.7970e-04,\n", + " 8.1892e-02, -1.4783e-02, 7.6118e-02, 3.4561e-02, 1.1144e-02,\n", + " 7.9492e-03, -2.0293e-02, 1.0524e-03, 2.4928e-02, -4.6542e-02,\n", + " -4.4656e-02, 1.3977e-03, 2.3813e-02, -1.4959e-02, -1.9909e-02,\n", + " 6.4619e-02, -7.7482e-02, -5.8996e-02, 5.0229e-02, 5.1928e-02,\n", + " 3.1083e-02, -4.3486e-02, -5.1041e-02, 7.8179e-03, -6.1521e-02,\n", + " -4.1081e-02, 1.4633e-02, -8.3661e-03, 6.6291e-03, 3.5536e-02,\n", + " -4.4390e-02, -3.0595e-02, -3.6735e-02, 4.5507e-02, 2.1754e-03,\n", + " 6.5844e-03, -2.9924e-02, -3.4199e-02, 6.5686e-02, 2.1670e-02,\n", + " -5.1851e-02, -1.3942e-02, -2.7465e-02, 3.1634e-02, -3.4249e-02,\n", + " -2.2381e-04, 3.1679e-03, -7.5997e-02, 3.6519e-02, -5.7722e-03,\n", + " -9.3319e-02, -7.4326e-02, -2.7557e-02, 1.2297e-02, -7.6779e-02,\n", + " 6.3775e-02, -1.2918e-02, -2.7602e-02, -7.7716e-02, -7.1222e-04,\n", + " 2.2396e-02, 2.8173e-02, 7.0164e-02, 4.9471e-02, 4.1215e-02,\n", + " 1.3544e-02, -9.3283e-03, -9.3468e-02, -7.9633e-02, 1.4412e-02,\n", + " 5.9717e-02, 1.0323e-01, 4.0613e-02, 2.9773e-02, 1.5924e-03,\n", + " 6.2818e-02, 2.6974e-02, -5.9787e-03, 1.4005e-01, 4.5572e-02,\n", + " -2.5737e-02, -5.9158e-02, 7.2718e-03, -6.1680e-01, 3.6306e-02,\n", + " -2.2779e-02, -6.1035e-02, 5.0906e-02, 3.6639e-02, -4.2127e-02,\n", + " 8.8539e-04, -3.4424e-02, -6.4687e-03, -5.3346e-02, 2.6771e-02,\n", + " -4.3954e-02, 5.6405e-02, 4.9614e-02, -1.2300e-01, 7.1555e-03,\n", + " -5.2632e-02, -1.1515e-02, 3.0323e-02, 2.1959e-02, -1.4703e-02,\n", + " 5.5040e-02, 2.7321e-03, -1.4248e-02, 4.2971e-02, -5.5822e-03,\n", + " 2.2160e-02, -8.6609e-02, -6.0093e-02, -3.5534e-02, -4.1253e-02,\n", + " 1.7029e-02, 3.5640e-02, -3.2246e-02, 8.9553e-02, 9.6234e-03,\n", + " 1.3275e-03, 1.2372e-02, -2.8180e-02, 6.2927e-04, 3.9991e-02,\n", + " -1.3903e-02, -1.7243e-02, 1.4555e-02, -8.7815e-02, 4.3337e-02,\n", + " -8.2965e-03, 2.8884e-02, -1.4052e-02, 2.7102e-02, 7.2601e-03,\n", + " 3.3883e-02, -2.3349e-02, 5.8282e-02, 6.5433e-02, 2.2030e-02,\n", + " 6.3730e-02, -9.2785e-02, 1.0581e-02, 1.0353e-02, -1.2116e-02,\n", + " -2.9533e-02, 6.9125e-02, -3.1297e-02, 9.0770e-03, 1.5202e-02,\n", + " 6.6084e-03, 2.4212e-02, -9.0449e-02, -8.8810e-02, 7.5918e-03,\n", + " 2.1800e-02, -2.7338e-01, -2.0026e-02, -4.8421e-02, 2.8002e-02,\n", + " -1.1467e-02, -6.1302e-02, 5.1522e-02, -5.6083e-02, -1.0594e-01,\n", + " 2.5938e-02, -1.5337e-02, 1.2070e-02, -6.8711e-02, 6.2300e-02,\n", + " 1.3589e-02, -6.4764e-02, -1.1411e-01, -1.4600e-04, -1.9355e-02,\n", + " -8.1626e-02, -1.3368e-02, -3.8464e-02, 1.5429e-02, 6.2184e-02,\n", + " -2.8421e-02, -6.4710e-03, -1.5150e-03, -1.6829e-02, -5.6107e-03,\n", + " 4.0351e-02, 3.1962e-02, 9.3324e-04, 1.6704e-02, -8.3068e-02,\n", + " 6.2157e-02, -1.0414e-01, 2.3693e-02, 1.9637e-02, 9.7307e-02,\n", + " 8.1310e-03, -6.2924e-02, 5.9121e-02, -2.8327e-02, -9.1653e-02,\n", + " 3.4477e-02, 1.5896e-02, -4.7408e-02, -5.2834e-02, -5.1267e-04,\n", + " 8.5556e-03, -9.9068e-02, -1.6198e-02, -5.6321e-03, -1.0247e-01,\n", + " 2.7906e-03, -7.7546e-02, -4.6857e-02, 1.8865e-02, -6.6104e-02,\n", + " -7.1523e-02, 2.7828e-03, 7.9409e-02, -1.1828e-02, -1.4697e-02,\n", + " -1.2201e-02, -2.5375e-02, 6.2806e-04, -1.9977e-02, -7.9596e-02,\n", + " 1.5042e-02, -2.7848e-02, 6.1351e-02, -5.6079e-02, -9.9293e-04,\n", + " 1.0092e-01, -3.2883e-02, -3.6954e-02, -1.1112e-01, -6.2404e-02,\n", + " -6.5594e-03, -1.5225e-01, -3.5693e-02, -4.0841e-02, 1.1048e-01,\n", + " 4.6431e-02, 3.1326e-02, -1.1429e-01, -3.0083e-02, 6.7680e-02,\n", + " -1.1966e-02, -5.9224e-03, -2.2540e-02, -6.7590e-02, 1.7091e-02,\n", + " -7.5346e-02, -7.1731e-02, -1.1343e-03, -4.3418e-02, -1.2380e-01,\n", + " 6.2839e-02, 9.8182e-03, -1.8165e-02, -9.1076e-02, -8.7224e-02,\n", + " 2.2102e-02, 5.4233e-02, 3.8448e-02, -9.4332e-02, -1.4012e-02,\n", + " -1.1948e-02, -3.7650e-02, -3.1052e-02, 5.6405e-02, 1.5921e-02,\n", + " 3.6562e-02, 5.9777e-02, -1.1181e-02, 3.4184e-02, 6.0539e-03,\n", + " -1.5960e-02, -4.2777e-02, -1.6571e-02, -8.5362e-03, 1.6027e-02,\n", + " 7.6628e-02, 1.8528e-02, 9.9334e-04, 2.3554e-03, 4.6977e-02,\n", + " -7.9010e-02, -4.6215e-02, 2.4797e-02, 3.1898e-02, -5.0661e-03,\n", + " 1.0499e-01, -7.7615e-02, -8.5634e-02, -7.1968e-02, 6.8785e-02,\n", + " -3.0503e-02, 9.3833e-02, 3.5405e-02, 1.3718e-02, -5.7058e-02,\n", + " 7.6762e-02, -2.1927e-02, -4.7537e-02, 1.0004e-02, -2.7378e-02,\n", + " -2.7948e-02, 3.2326e-02, -5.6629e-02, -1.6973e-02, 1.1347e-01,\n", + " 3.4256e-02, -5.0609e-02, 7.6325e-02, -4.2452e-02, -9.9416e-02,\n", + " -2.5471e-03, -8.3350e-02, -3.2576e-02, 3.4807e-02, -6.2415e-02,\n", + " -2.5382e-02, -3.3885e-02, 1.0671e-01, 7.6704e-02, 2.3895e-02,\n", + " 8.0721e-03, -2.4196e-02, 2.4780e-02, 7.9036e-03, -1.3012e-02,\n", + " 2.8986e-03, -1.6687e-02, 8.2716e-02, -2.1361e-02, 2.4014e-02,\n", + " -2.4097e-02, 9.7145e-02, -3.7438e-02, -3.1556e-02, -2.5248e-02,\n", + " -1.2464e-02, -2.4801e-02, 3.8899e-02, 5.9372e-03, 7.6352e-04,\n", + " -1.2482e-02, 1.3969e-02, 1.6999e-02, 9.2369e-04, -7.0190e-02,\n", + " 1.7506e-02, 8.1458e-02, 2.5634e-02, -1.5273e-02, 3.2926e-02,\n", + " -1.4446e-01, 7.7362e-02, 7.8926e-02, -2.9678e-02, -6.5696e-03,\n", + " -1.7710e-02, 1.3656e-01, 4.8823e-03, -5.0416e-03, 1.2109e-02,\n", + " 1.9611e-02, -4.2443e-02, 1.4902e-02, 3.2622e-02, -3.1040e-02,\n", + " -5.9763e-02, -3.8270e-03, 1.3034e-01, 4.2151e-02, 3.6142e-02,\n", + " 5.1458e-02, 5.3696e-02, -4.0418e-02, -5.4924e-02, -2.3687e-03,\n", + " 1.7362e-02, 2.0307e-02, 2.0418e-02, 1.4558e-02, 5.6785e-02,\n", + " 6.9562e-03, -1.8520e-02, 3.4336e-02, -6.8074e-02, -1.4624e-01,\n", + " -2.3942e-02, -7.0057e-02, 2.0422e-02, 4.0571e-02, -5.3435e-02,\n", + " 7.1515e-02, 7.0080e-02, -2.7758e-02, 5.0137e-02, -1.5577e-02,\n", + " 4.4064e-02, 1.9974e-02, -1.4804e-02, -7.0851e-02, -1.8647e-02,\n", + " 8.3014e-02, 6.9963e-03, 1.4057e-02, 1.1125e-01, -2.7722e-02,\n", + " -7.2470e-03, -8.6876e-03, 6.4335e-02, 1.1491e-01, 1.4541e-02,\n", + " -9.8643e-02, 7.5530e-02, -3.0484e-03, -7.2988e-02, -2.8823e-02,\n", + " 8.2636e-03, 2.3304e-02, 6.8652e-02, -4.5679e-02, 4.9384e-02,\n", + " 1.9160e-02, 1.1677e-02, -1.1796e-02, 4.7809e-02, 6.4830e-02,\n", + " -4.8832e-03, 6.3700e-02, 3.3936e-02, 4.2484e-02, -1.2487e-01,\n", + " 7.3432e-02, -1.6265e-02, 3.0069e-03, -1.6950e-03, -3.3204e-03,\n", + " 2.0194e-03, 4.4957e-02, 1.2465e-01, 1.3521e-02, -4.4661e-02,\n", + " 2.8541e-02, 1.3651e-02, 5.3112e-02, -6.3312e-02, 3.5796e-02,\n", + " -9.4178e-03, 3.8140e-02, 1.3945e-02, 7.2902e-03, -3.4041e-02,\n", + " -9.7454e-03, -4.8539e-02, 1.3161e-01, -1.7197e-02, -8.6232e-03,\n", + " -2.4796e-02, 6.4398e-02, 4.4617e-02, -1.9963e-02, -2.1011e-02,\n", + " 4.1406e-02, -8.0017e-03, 3.6956e-02, 1.6015e-02, 6.7255e-03,\n", + " 3.9975e-02, -7.9002e-02, 3.3160e-02, -6.2731e-02, -3.9483e-03,\n", + " 1.6639e-02, -9.4872e-02, 7.7518e-02, 7.4620e-02, 1.5089e-02,\n", + " 9.2511e-02, 3.3464e-02, -7.8453e-02, 8.0862e-02, 5.6463e-02,\n", + " -1.6849e-02, 5.1190e-02, 1.2722e-02, 5.4072e-02, -5.8633e-02,\n", + " 5.3353e-02, -3.3691e-02, -1.3817e-02, 5.7808e-04, 4.8847e-02,\n", + " 8.0497e-03, -1.2862e-02, 1.2187e-03, -2.8808e-02, 2.4250e-02,\n", + " 1.4412e-02, 6.6944e-03, -6.9943e-02, -3.6575e-03, 9.5911e-02,\n", + " 4.1556e-02, 7.2700e-02, 5.0789e-02, -3.3758e-02, 5.9410e-02,\n", + " -1.1043e-01, 4.8492e-03, 6.1189e-02, 1.0366e-02, -4.2849e-03,\n", + " 1.3422e-02, -2.0942e-02, -3.2350e-02, 7.7598e-02, 1.7595e-02,\n", + " 2.8468e-02, -1.4961e-03, -5.8834e-02, 1.1226e-01, -1.2254e-03,\n", + " -6.3241e-03, -5.2625e-02, -2.5342e-02, 8.4304e-02, -9.1353e-02,\n", + " 8.1516e-02, -1.5059e-01, 2.1702e-03, 1.3336e-01, -3.7377e-02,\n", + " -7.6757e-02, 3.0407e-02, -4.6162e-02, -3.5519e-02, -5.8410e-02,\n", + " -1.6515e-02, -3.3901e-02, 2.3211e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8621, 0.8516, 0.8265, 0.8173, 0.7985, 0.8479, 0.8421, 0.8605, 0.8725,\n", + " 0.8396, 0.8117, 0.7795, 0.8188, 0.8159, 0.8575, 0.8475, 0.7817, 0.8418,\n", + " 0.8650, 0.8284, 0.8326, 0.8080, 0.8525, 0.7995, 0.8229, 0.8146, 0.8033,\n", + " 0.8391, 0.7935, 0.8577, 0.8688, 0.8298, 0.8191, 0.8545, 0.8767, 0.8517,\n", + " 0.8282, 0.8295, 0.8363, 0.7745, 0.8543, 0.8498, 0.8702, 0.8381, 0.8652,\n", + " 0.8083, 0.8271, 0.8594, 0.8607, 0.8658, 0.8362, 0.8586, 0.8292, 0.7357,\n", + " 0.8176, 0.8165, 0.8621, 0.7923, 0.8650, 0.8189, 0.8442, 0.7866, 0.7371,\n", + " 0.8145, 0.8575, 0.8320, 0.8511, 0.8432, 0.8370, 0.8520, 0.8345, 0.8600,\n", + " 0.8476, 0.8166, 0.8590, 0.7672, 0.8548, 0.7397, 0.8249, 0.8178, 0.8575,\n", + " 0.8625, 0.8485, 0.8274, 0.8131, 0.7827, 0.8325, 0.8598, 0.8699, 0.8396,\n", + " 0.8197, 0.8334, 0.6320, 0.8294, 0.8423, 0.8077, 0.7175, 0.8237, 0.8637,\n", + " 0.8627, 0.8783, 0.8618, 0.8541, 0.8250, 0.8171, 0.7941, 0.8504, 0.8624,\n", + " 0.8183, 0.8362, 0.8378, 0.8619, 0.7867, 0.8428, 0.8615, 0.8328, 0.8397,\n", + " 0.8869, 0.8451, 0.7915, 0.8374, 0.7587, 0.8121, 0.8256, 0.7864, 0.7880,\n", + " 0.8146, 0.8002, 0.8440, 0.8065, 0.8661, 0.8186, 0.7438, 0.8272, 0.8394,\n", + " 0.8644, 0.8328, 0.7828, 0.8430, 0.7353, 0.8458, 0.8668, 0.8606, 0.8686,\n", + " 0.8490, 0.6478, 0.8588, 0.8398, 0.8676, 0.7783, 0.8132, 0.8209, 0.8089,\n", + " 0.8577, 0.8611, 0.8171, 0.8544, 0.7870, 0.8658, 0.7865, 0.8571, 0.8743,\n", + " 0.8397, 0.8645, 0.8346, 0.8396, 0.8482, 0.7977, 0.6673, 0.8395, 0.8744,\n", + " 0.8477, 0.8039, 0.8198, 0.8750, 0.7570, 0.8318, 0.8327, 0.8320, 0.8220,\n", + " 0.8485, 0.8693, 0.8525, 0.8585, 0.8526, 0.8627, 0.8494, 0.8237, 0.8749,\n", + " 0.8293, 0.8685, 0.8097, 0.8081, 0.8506, 0.8435, 0.8373, 0.8742, 0.7812,\n", + " 0.8224, 0.8071, 0.8340, 0.8172, 0.7235, 0.8460, 0.8460, 0.7934, 0.8519,\n", + " 0.8158, 0.8452, 0.8217, 0.8312, 0.8581, 0.8412, 0.7950, 0.8470, 0.7574,\n", + " 0.7436, 0.8638, 0.7407, 0.8260, 0.8514, 0.8339, 0.8589, 0.8211, 0.8602,\n", + " 0.7006, 0.8159, 0.8080, 0.8519, 0.8436, 0.8219, 0.8500, 0.8318, 0.8669,\n", + " 0.8689, 0.8311, 0.8263, 0.7938, 0.8685, 0.7987, 0.8188, 0.8512, 0.8625,\n", + " 0.8289, 0.8498, 0.7764, 0.8029, 0.8197, 0.8017, 0.7328, 0.8187, 0.8218,\n", + " 0.8649, 0.8704, 0.8715, 0.8343, 0.7774, 0.8097, 0.8424, 0.8565, 0.8639,\n", + " 0.8223, 0.8764, 0.8712, 0.8228, 0.8266, 0.8383, 0.8554, 0.8394, 0.8617,\n", + " 0.8630, 0.8466, 0.8628, 0.8600, 0.8816, 0.8516, 0.7960, 0.8656, 0.8386,\n", + " 0.8380, 0.7972, 0.8651, 0.8715, 0.7704, 0.8330, 0.8371, 0.8303, 0.8465,\n", + " 0.8124, 0.8714, 0.8112, 0.7953, 0.8460, 0.8482, 0.8231, 0.7767, 0.7731,\n", + " 0.7870, 0.8411, 0.8482, 0.8549, 0.8384, 0.8524, 0.8734, 0.7994, 0.8567,\n", + " 0.8132, 0.8493, 0.6923, 0.8492, 0.8154, 0.7467, 0.8050, 0.8271, 0.8761,\n", + " 0.8478, 0.8666, 0.8626, 0.8429, 0.7391, 0.8401, 0.8300, 0.8288, 0.8340,\n", + " 0.8569, 0.8423, 0.8221, 0.8462, 0.8650, 0.8317, 0.8150, 0.7258, 0.8678,\n", + " 0.8639, 0.8497, 0.8264, 0.8474, 0.8512, 0.8685, 0.8519, 0.8206, 0.9093,\n", + " 0.8278, 0.8591, 0.8353, 0.7677, 0.8591, 0.8410, 0.8326, 0.8182, 0.8564,\n", + " 0.8627, 0.8569, 0.7687, 0.8652, 0.8675, 0.8462, 0.8088, 0.8327, 0.8310,\n", + " 0.8465, 0.8243, 0.8329, 0.8083, 0.8453, 0.8712, 0.8153, 0.8260, 0.8499,\n", + " 0.8170, 0.8489, 0.8313, 0.8589, 0.8343, 0.8288, 0.8563, 0.8652, 0.8455,\n", + " 0.8201, 0.8614, 0.8356, 0.4106, 0.8575, 0.8226, 0.8142, 0.8563, 0.7999,\n", + " 0.8643, 0.8564, 0.8419, 0.8020, 0.8162, 0.8166, 0.8204, 0.8818, 0.8790,\n", + " 0.8365, 0.7924, 0.8406, 0.8574, 0.8440, 0.7819, 0.8135, 0.8549, 0.7783,\n", + " 0.8081, 0.8651, 0.8369, 0.8248, 0.8667, 0.8189, 0.8403, 0.8516, 0.8802,\n", + " 0.8292, 0.8149, 0.8249, 0.8330, 0.8507, 0.7578, 0.8147, 0.7484, 0.8605,\n", + " 0.8287, 0.8194, 0.8084, 0.8576, 0.8215, 0.8577, 0.7782, 0.8481, 0.8102,\n", + " 0.8371, 0.7805, 0.8609, 0.8566, 0.8213, 0.8345, 0.8454, 0.8386, 0.8215,\n", + " 0.8572, 0.7969, 0.7232, 0.8523, 0.8390, 0.8351, 0.8225, 0.8309, 0.7795,\n", + " 0.8479, 0.8574, 0.8491, 0.8243, 0.8665, 0.8682, 0.8532, 0.8522, 0.8392,\n", + " 0.8186, 0.8314, 0.7896, 0.8712, 0.8806, 0.8311, 0.8009, 0.7972, 0.8074,\n", + " 0.8301, 0.8402, 0.8438, 0.8183, 0.8589, 0.8551, 0.8498, 0.8473, 0.8274,\n", + " 0.8498, 0.8069, 0.8574, 0.8480, 0.8322, 0.7465, 0.8467, 0.8158, 0.8495,\n", + " 0.8251, 0.8582, 0.8051, 0.8413, 0.8481, 0.8552, 0.8291, 0.8594, 0.8558,\n", + " 0.8491, 0.7531, 0.8216, 0.8393, 0.8133, 0.8047, 0.8480, 0.8377, 0.7967,\n", + " 0.8139, 0.8738, 0.8137, 0.8513, 0.8393, 0.8556, 0.8117, 0.8139, 0.8496,\n", + " 0.8865, 0.8358, 0.7767, 0.8410, 0.7778, 0.8330, 0.8332, 0.8566, 0.7705,\n", + " 0.8578, 0.8401, 0.8489, 0.8605, 0.8438, 0.8575, 0.8516, 0.7519, 0.8256,\n", + " 0.8062, 0.8636, 0.8491, 0.8670, 0.8103, 0.8459, 0.8401, 0.8061, 0.9235,\n", + " 0.8103, 0.7815, 0.8737, 0.8265, 0.8467, 0.7466, 0.8313, 0.8550, 0.8098,\n", + " 0.8230, 0.8527, 0.7947, 0.8419, 0.8532, 0.8610, 0.8727, 0.8608, 0.8273,\n", + " 0.8450, 0.8567, 0.8753, 0.8190, 0.8565, 0.8596, 0.8075, 0.8564, 0.8231,\n", + " 0.8673, 0.8389, 0.8516, 0.8487, 0.8760, 0.8567, 0.7860, 0.8233, 0.8405,\n", + " 0.8832, 0.7508, 0.8373, 0.8597, 0.8192, 0.8640, 0.8527, 0.8202, 0.8364,\n", + " 0.8658, 0.7610, 0.8740, 0.8175, 0.8791, 0.8771, 0.8664, 0.8589, 0.8449,\n", + " 0.7995, 0.8146, 0.8326, 0.8495, 0.8692, 0.8434, 0.8605, 0.8825, 0.8721,\n", + " 0.8397, 0.8469, 0.8286, 0.8545, 0.8090, 0.8330, 0.8369, 0.8835, 0.7981,\n", + " 0.8705, 0.7958, 0.7373, 0.8560, 0.8135, 0.8852, 0.8532, 0.8139, 0.8065,\n", + " 0.8448, 0.8603, 0.8626, 0.8540, 0.8399, 0.8255, 0.8217, 0.8165, 0.8540,\n", + " 0.8366, 0.7832, 0.8367, 0.7920, 0.8564, 0.8249, 0.8771, 0.8502, 0.8145,\n", + " 0.8461, 0.8591, 0.8044, 0.8457, 0.7948, 0.8595, 0.8279, 0.8560, 0.8646,\n", + " 0.8403, 0.8311, 0.8671, 0.8351, 0.8127, 0.8001, 0.7300, 0.7985, 0.7992,\n", + " 0.8606, 0.8418, 0.8195, 0.8554, 0.8679, 0.8391, 0.8676, 0.8483, 0.8177,\n", + " 0.8524, 0.8213, 0.8210, 0.8433, 0.7353, 0.8596, 0.8367, 0.8182, 0.8367,\n", + " 0.8165, 0.8053, 0.8226, 0.8618, 0.8466, 0.8678, 0.8449, 0.7984, 0.8610,\n", + " 0.8611, 0.8509, 0.8082, 0.8738, 0.8518, 0.8642, 0.8600, 0.8588, 0.8312,\n", + " 0.8839, 0.8461, 0.8482, 0.8241, 0.8158, 0.8317, 0.7750, 0.8632, 0.8440,\n", + " 0.8377, 0.8521, 0.8515, 0.8232, 0.7905, 0.8369, 0.8585, 0.8778, 0.8142,\n", + " 0.8631, 0.7961, 0.8419, 0.8304, 0.8322, 0.8371, 0.8608, 0.8750, 0.8220,\n", + " 0.7942, 0.8608, 0.8685, 0.8579, 0.8276, 0.8618, 0.8330, 0.8395, 0.8340,\n", + " 0.8448, 0.8447, 0.8413, 0.8537, 0.9391, 0.7491, 0.8154, 0.8588, 0.7969,\n", + " 0.8772, 0.7854, 0.8378, 0.8529, 0.8746, 0.8274, 0.8155, 0.8432, 0.8331,\n", + " 0.8375, 0.8411, 0.8600, 0.8480, 0.8494, 0.8279, 0.8409, 0.8235, 0.8181,\n", + " 0.7966, 0.8477, 0.8480, 0.7936, 0.8580, 0.8404, 0.8352, 0.8257, 0.8384,\n", + " 0.8175, 0.8223, 0.8744], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0028, -0.0559, -0.0631, 0.0602, -0.1867, 0.0009, -0.0842, -0.1108,\n", + " -0.0203, 0.0202, 0.0014, -0.0886, -0.0017, -0.0684, 0.0090, -0.0681,\n", + " -0.0507, -0.0373, 0.0191, -0.1148, -0.1523, 0.0475, -0.0883, -0.1888,\n", + " -0.0197, -0.1472, -0.0874, 0.0387, 0.0525, -0.0472, -0.0349, -0.0383,\n", + " -0.1146, 0.0649, -0.0547, -0.0268, 0.0519, -0.1093, -0.1098, 0.1395,\n", + " 0.0138, 0.0415, -0.0689, -0.0941, -0.0265, 0.0574, 0.0029, 0.0283,\n", + " -0.0484, -0.0208, 0.0862, 0.0104, -0.1452, 0.1094, -0.0719, -0.0387,\n", + " -0.0478, 0.0678, -0.0441, -0.0084, 0.0116, -0.0821, -0.0039, 0.0240,\n", + " -0.0489, -0.0760, -0.0222, -0.0011, -0.0294, 0.0263, 0.0759, -0.0633,\n", + " 0.0183, -0.0018, -0.0837, -0.0024, 0.0225, -0.0805, -0.0344, -0.0719,\n", + " 0.0066, -0.0650, -0.0660, -0.1252, -0.0205, 0.0500, -0.0196, -0.0404,\n", + " -0.0573, -0.0624, 0.0046, 0.0648, -0.2735, -0.0034, -0.0614, 0.0027,\n", + " -0.1133, 0.0347, -0.0249, 0.0102, -0.0758, -0.0638, -0.0328, 0.0065,\n", + " -0.0628, -0.0345, 0.0073, 0.0042, -0.0017, -0.0434, 0.0420, -0.0538,\n", + " 0.0886, 0.0502, -0.0258, -0.0432, -0.0642, -0.0142, 0.0448, -0.1025,\n", + " 0.0180, 0.0416, -0.0116, -0.0656, -0.0654, 0.0529, -0.0009, -0.1050,\n", + " -0.0096, -0.0119, -0.0204, -0.1034, 0.0245, 0.0237, -0.0077, 0.0322,\n", + " -0.0152, -0.0547, 0.0368, 0.0242, -0.0068, -0.0270, -0.0417, -0.0435,\n", + " -0.0453, 0.1171, -0.0065, -0.0304, -0.0130, -0.1402, -0.0637, -0.1110,\n", + " 0.0094, -0.0485, -0.0455, -0.0713, -0.0864, -0.1426, -0.0772, 0.0320,\n", + " -0.0514, 0.0451, -0.0173, -0.0757, -0.0434, -0.0877, -0.1114, -0.0044,\n", + " 0.1696, 0.0333, 0.0192, -0.0267, -0.0304, -0.1526, -0.0477, -0.1220,\n", + " -0.0465, -0.1214, -0.1128, -0.0169, -0.0119, -0.0489, 0.0086, -0.1109,\n", + " -0.0656, -0.0037, -0.1544, -0.1004, -0.0865, -0.0645, -0.0103, 0.0714,\n", + " -0.1519, -0.0035, -0.0672, -0.0946, -0.0208, -0.1333, -0.0456, 0.0041,\n", + " 0.0800, -0.0540, -0.0753, -0.0719, 0.0278, -0.1072, -0.0785, 0.0210,\n", + " -0.0612, -0.0543, -0.0024, 0.0121, -0.0531, -0.0905, -0.0706, 0.0025,\n", + " 0.0391, -0.0094, -0.0856, 0.0233, -0.0044, -0.1200, -0.0133, -0.0468,\n", + " 0.0269, -0.1030, -0.0633, 0.0471, -0.0677, -0.0027, -0.0480, -0.0203,\n", + " -0.0615, -0.0243, -0.0197, -0.1011, -0.0235, 0.0128, -0.0305, 0.0637,\n", + " -0.0370, -0.0795, 0.0196, -0.0739, -0.0372, -0.0310, 0.0308, -0.0670,\n", + " 0.0720, 0.0988, -0.0489, -0.1812, -0.0440, -0.0204, -0.0159, 0.0144,\n", + " 0.0834, -0.0178, -0.0507, -0.0033, -0.0593, 0.0296, -0.0850, -0.0406,\n", + " -0.0057, -0.0065, 0.0033, -0.0387, -0.0751, -0.0417, -0.0528, -0.0457,\n", + " -0.0151, -0.0770, -0.0077, -0.0862, 0.0032, 0.0435, 0.0223, 0.0425,\n", + " -0.0954, -0.0481, -0.0144, 0.0672, 0.0758, -0.0733, -0.1249, -0.1474,\n", + " -0.0789, -0.0152, -0.0889, 0.0270, 0.0376, -0.0362, -0.1246, -0.0035,\n", + " -0.0312, -0.1885, -0.0431, -0.0173, -0.0223, -0.0870, 0.0403, -0.0608,\n", + " -0.1849, -0.0257, 0.0020, -0.0157, 0.4026, -0.0155, 0.0011, 0.0038,\n", + " -0.0837, -0.0311, -0.0061, -0.0633, -0.0831, -0.0454, 0.0027, -0.0451,\n", + " 0.0438, -0.0739, -0.1006, 0.1164, -0.0047, -0.0941, 0.0034, 0.0122,\n", + " -0.0217, 0.0153, -0.0116, -0.0203, -0.0533, -0.1309, -0.0143, -0.0578,\n", + " -0.0020, 0.0308, -0.0312, -0.0319, -0.0300, -0.0698, -0.0906, -0.0053,\n", + " -0.0249, -0.0273, -0.0766, 0.0182, 0.0439, 0.0703, 0.0296, -0.0598,\n", + " -0.0764, -0.0179, -0.0489, 0.0081, -0.0806, -0.0581, -0.0394, -0.0620,\n", + " -0.0625, -0.0450, -0.0331, -0.0648, -0.0778, 0.0114, -0.0066, -0.0859,\n", + " 0.0314, 0.0083, 0.0150, 0.0055, -0.0832, 0.0088, 0.0546, -0.0565,\n", + " -0.0397, 0.0064, 0.0359, -0.0910, -0.0219, -0.3944, -0.0727, 0.0600,\n", + " -0.0708, -0.0015, 0.1029, -0.0834, 0.0049, 0.0095, -0.0583, -0.0552,\n", + " -0.1132, 0.0044, -0.0718, -0.0085, 0.0456, 0.0432, -0.0600, -0.0066,\n", + " 0.0048, 0.0477, -0.0959, 0.0177, 0.0112, 0.0405, -0.0802, -0.0053,\n", + " -0.1090, 0.0286, 0.0267, -0.0175, -0.0608, -0.0631, 0.0327, -0.0479,\n", + " -0.0205, -0.0327, -0.0849, -0.0227, 0.0174, 0.0492, -0.0509, -0.0273,\n", + " 0.0507, -0.1045, -0.0732, 0.0489, 0.0583, -0.0851, -0.0579, 0.0561,\n", + " 0.0598, -0.1255, 0.0375, -0.1127, 0.0607, -0.0307, 0.0584, 0.0147,\n", + " -0.0691, -0.0705, -0.0738, 0.0286, -0.0404, 0.0138, 0.0565, -0.0675,\n", + " -0.0029, 0.0643, -0.0356, -0.0411, -0.1296, 0.0493, -0.1275, -0.0420,\n", + " -0.0019, -0.0944, 0.0128, 0.0114, -0.0541, 0.0503, 0.0060, -0.1279,\n", + " -0.1307, 0.0355, 0.0008, -0.0223, -0.0362, -0.0404, -0.0632, 0.0242,\n", + " -0.0036, -0.0299, -0.0205, -0.0075, 0.0221, -0.0787, 0.0577, 0.0008,\n", + " -0.0731, -0.0897, 0.0188, -0.0373, -0.0118, -0.0210, -0.0712, -0.1044,\n", + " 0.0604, -0.0097, -0.0137, -0.0534, -0.0775, -0.0415, -0.0097, 0.0084,\n", + " -0.0316, -0.0532, -0.0152, -0.0512, -0.0626, -0.0670, -0.0256, -0.0228,\n", + " -0.0301, -0.0299, 0.0155, -0.0198, 0.0342, -0.0514, 0.0095, -0.0317,\n", + " -0.0259, 0.0155, 0.0013, -0.1621, 0.0204, -0.0190, 0.0917, -0.0652,\n", + " 0.0325, -0.1498, -0.0927, 0.0203, -0.0127, -0.0062, -0.0394, -0.0076,\n", + " -0.0778, -0.0963, -0.0118, 0.0190, -0.0191, -0.0137, -0.0625, 0.0240,\n", + " -0.0225, -0.0365, -0.0591, 0.1298, -0.0469, -0.0294, 0.0265, -0.0363,\n", + " 0.0212, 0.1852, 0.0651, 0.0059, -0.1359, -0.1087, 0.0112, 0.0228,\n", + " -0.0690, -0.0839, -0.0561, -0.0127, -0.0370, -0.0546, -0.1029, 0.0013,\n", + " -0.0007, 0.0517, -0.0216, -0.0530, 0.0330, -0.0619, -0.0798, 0.0206,\n", + " -0.0292, -0.0030, -0.0263, -0.0627, -0.0496, -0.0024, 0.0144, -0.0274,\n", + " 0.0608, 0.0106, -0.1235, -0.0245, 0.0440, -0.0570, -0.1041, 0.0226,\n", + " 0.0360, -0.0418, -0.2256, -0.0345, 0.0034, -0.0755, -0.0527, -0.0037,\n", + " -0.0829, -0.0553, -0.0804, -0.0341, -0.0821, -0.0398, -0.0806, -0.0447,\n", + " -0.0526, -0.0446, 0.0267, -0.1076, -0.1040, -0.1036, -0.0997, -0.0715,\n", + " -0.0763, -0.0324, -0.0363, 0.0311, -0.0068, -0.0449, 0.0513, -0.0490,\n", + " 0.0077, -0.0208, -0.0224, 0.0070, -0.0693, -0.0291, -0.1181, -0.0754,\n", + " -0.0144, -0.0883, -0.1563, 0.0232, -0.0699, -0.0399, -0.1189, -0.0895,\n", + " -0.0618, -0.1529, -0.0530, -0.0586, -0.0345, -0.0793, -0.0939, -0.1137,\n", + " 0.0045, -0.0848, -0.0840, -0.0147, -0.0186, 0.0453, -0.0634, -0.0298,\n", + " -0.0166, -0.0374, -0.0228, -0.1154, -0.0776, -0.0829, 0.0357, -0.0140,\n", + " -0.0511, -0.0351, 0.0111, -0.0115, -0.0834, -0.0402, -0.1005, 0.0192,\n", + " -0.0636, 0.0080, -0.0979, -0.0889, -0.0850, -0.0767, -0.0415, -0.0674,\n", + " 0.0186, -0.0366, -0.0758, 0.0281, -0.1797, -0.1145, -0.1511, -0.0138,\n", + " -0.0571, -0.0191, -0.1545, -0.0238, 0.0490, 0.0011, -0.0952, -0.0147,\n", + " 0.0318, -0.0474, 0.0041, -0.0517, -0.0606, -0.0468, -0.0370, -0.0494,\n", + " 0.0494, -0.0295, -0.0656, 0.0257, -0.0926, -0.0170, 0.0046, -0.0186,\n", + " -0.0735, -0.0205, -0.1218, -0.0899, -0.0707, -0.1151, -0.0393, -0.0601,\n", + " -0.0597, -0.1032, -0.0373, -0.1142, -0.0232, -0.0920, -0.0336, -0.0248,\n", + " 0.0238, 0.0313, -0.0158, -0.0377, -0.0832, -0.0189, -0.0183, -0.0170,\n", + " 0.0295, -0.0519, -0.0308, -0.1033, -0.0951, -0.1138, -0.1794, -0.0275,\n", + " -0.0421, -0.0760, -0.0067, -0.0455, -0.0449, -0.0350, -0.0520, -0.0168,\n", + " -0.0117, -0.0705, 0.0124, -0.0135, -0.0984, -0.0491, -0.0419, 0.0383,\n", + " 0.0055, -0.0940, 0.0520, 0.0210, 0.0569, -0.1007, 0.0273, -0.0406,\n", + " -0.0539, -0.0839, -0.0501, 0.0564, 0.0291, -0.0338, -0.0411, -0.0584],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.7320e-01, 2.7564e-01, 1.6801e-01, -1.0946e-01, 1.6433e-01,\n", + " -1.1501e-01, -2.5965e-01, -1.3676e-01, -3.0756e-01, -4.5222e-01,\n", + " 1.0455e-01, -8.2313e-02, -9.7356e-02, -2.0522e-02, 1.1782e-01,\n", + " 7.8542e-02, -1.1049e-01, 8.0185e-02, 3.4537e-02, -6.8996e-02,\n", + " -6.8539e-04, 2.3121e-01, 1.2190e-01, 1.4254e-01, -7.6825e-02,\n", + " 1.5386e-01, 9.6756e-04, 1.0246e-01, 1.4043e-01, -1.5966e-01,\n", + " 9.6837e-02, -7.7318e-02, -1.9484e-01, -1.9053e-01, 1.0360e-01,\n", + " 5.3831e-02, -4.9414e-02, -6.6477e-02, -3.7657e-01, -7.1103e-02,\n", + " -1.0054e-01, 2.5992e-02, 8.5837e-02, -1.5185e-01, -1.9960e-01,\n", + " 3.3462e-02, 9.3283e-02, 1.0449e-02, -1.1986e-01, 2.9790e-02,\n", + " 8.9505e-02, -5.6212e-01, 1.6015e-02, -1.9010e-01, -1.0605e-01,\n", + " 4.2881e-01, -1.3245e-01, 2.2508e-02, 5.6486e-02, 1.3082e-02,\n", + " 6.0775e-02, -1.2402e-01, -1.5106e-01, -2.7335e-02, 4.6939e-02,\n", + " 6.7610e-02, -4.5839e-02, -1.4043e-01, 2.6865e-02, 1.1789e-01,\n", + " 8.3281e-02, -1.1749e-01, -2.7336e-02, -1.0146e-01, -1.0023e-02,\n", + " 1.8679e-02, -4.6721e-02, 1.0331e-01, -2.6473e-02, -2.3453e-03,\n", + " 3.5099e-02, 7.7252e-02, -8.4766e-02, 2.6956e-02, -1.0387e-02,\n", + " 7.5344e-03, 4.8875e-02, 1.5754e-01, 2.8643e-02, -3.7302e-01,\n", + " 2.1546e-02, -5.0943e-02, -1.3887e-01, -3.7433e-02, 1.0358e-01,\n", + " -8.3962e-02, 3.5827e-03, 1.5992e-02, 3.8199e-02, 3.9727e-02,\n", + " 1.0444e-01, 8.0221e-03, 1.9151e-03, 1.0797e-01, 2.7536e-02,\n", + " -6.8220e-02, -1.7814e-01, -1.2172e-01, -9.4352e-03, 6.9027e-03,\n", + " 4.2963e-02, 6.0186e-02, 3.5739e-02, -8.4796e-03, 2.8408e-02,\n", + " -2.6423e-02, 4.9959e-02, -1.2033e-01, -6.1035e-02, -3.7870e-02,\n", + " -3.9938e-02, -1.0540e-01, 6.1891e-02, -1.0943e-01, 2.5029e-02,\n", + " -1.8734e-02, 5.7372e-02, 3.3772e-02, -5.6644e-02, 1.0357e-01,\n", + " -3.0201e-02, -1.6234e-02, -8.5402e-03, 5.3458e-02, 3.5594e-02,\n", + " 3.1099e-01, -4.3909e-03, 2.9640e-02, 3.5402e-02, 4.8827e-02,\n", + " 5.5762e-02, -3.7136e-02, -4.3377e-02, -9.0666e-03, 2.9445e-01,\n", + " 2.8900e-02, 1.6810e-01, 1.8640e-01, 7.0300e-02, 7.3995e-03,\n", + " 3.0445e-03, 2.0979e-02, -5.8626e-02, -8.9109e-02, 3.3598e-02,\n", + " -1.5182e-01, -1.3335e-02, -3.4212e-02, -8.5288e-02, 2.9526e-02,\n", + " -4.1458e-02, -4.6676e-03, -3.0182e-02, -4.1767e-02, 9.5861e-03,\n", + " 4.8522e-02, 1.8692e-02, 2.4852e-02, 6.2277e-02, 3.6467e-02,\n", + " -1.4704e-02, -2.1897e-02, 1.4816e-02, -3.1324e-02, -7.2268e-02,\n", + " -2.7947e-02, -4.2553e-03, 7.6898e-02, 1.9814e-02, 1.2107e-02,\n", + " -1.3267e-03, -1.9437e-02, -1.3880e-02, 2.0714e-02, 5.3281e-02,\n", + " -3.7401e-04, -4.2188e-02, 6.7908e-02, -5.8861e-02, 3.9379e-01,\n", + " -6.2880e-02, 7.7869e-02, 8.6686e-03, -1.0203e-01, 7.9725e-02,\n", + " 1.5196e-01, 3.2455e-02, -5.8956e-02, -5.4950e-02, 1.4758e-01,\n", + " -1.2702e-02, 6.1879e-02, -3.1377e-02, 6.6695e-02, 4.1350e-01,\n", + " -9.6838e-02, -1.6969e-02, 8.8450e-02, -7.1085e-02, -1.4452e-01,\n", + " 1.9861e-01, -6.6498e-02, 2.0113e-01, -7.8476e-03, -4.7528e-02,\n", + " 2.4191e-01, 1.3656e-01, 9.5301e-02, -6.4145e-02, -7.1374e-02,\n", + " 3.2755e-02, 3.4154e-02, -1.2198e-01, 1.0070e-01, 4.2204e-02,\n", + " -4.1294e-02, -2.7414e-01, 7.8458e-02, 1.7985e-02, -5.3209e-02,\n", + " 1.7914e-01, -5.9048e-02, 1.9316e-02, 3.4753e-02, 4.9406e-02,\n", + " -9.9810e-03, -2.3435e-02, -2.4189e-02, -1.4754e-02, -5.4571e-02,\n", + " 5.5427e-03, -1.3005e-01, -6.0540e-02, -3.5419e-02, -1.6945e-01,\n", + " 7.2037e-02, -2.0355e-01, -2.4700e-02, 5.9223e-01, -3.2709e-02,\n", + " -3.6467e-01, 1.3766e-01, 7.3804e-03, -5.7466e-02, -4.5262e-01,\n", + " 5.3320e-01, 1.4653e-02, -5.3511e-01, -7.9959e-02, -2.7725e-01,\n", + " -4.9290e-02, -8.2923e-02, -1.2798e-01, -4.8806e-02, 4.0604e-01,\n", + " -9.3989e-02, 3.1515e-02, -4.7405e-02, -2.5840e-01, 9.2174e-02,\n", + " -2.2418e-02, 1.0518e-01, 2.5103e-01, -2.5583e-02, -8.0158e-02,\n", + " -1.1482e-01, -9.4407e-03, -1.7852e-01, -4.0589e-01, -6.8807e-02,\n", + " -1.0773e-01, 1.4703e-02, -6.8576e-02, -7.0198e-02, -8.9323e-02,\n", + " 6.0330e-02, 9.7816e-04, -1.0086e-02, -1.7715e-01, -1.6224e-01,\n", + " -2.1147e-01, 8.4533e-02, -3.0224e-01, 1.1185e-01, -8.5589e-03,\n", + " -6.6196e-03, 6.0883e-02, -7.1100e-02, 6.0094e-02, 1.0731e-01,\n", + " -1.3487e-01, 8.3011e-02, -6.0105e-01, -3.5929e-02, 7.3076e-02,\n", + " -5.7277e-02, 4.3773e-02, -1.1398e-01, 5.3938e-02, -1.5496e-01,\n", + " 1.1288e-01, 1.0715e-01, -4.6787e-02, 1.7874e-01, 1.4040e-01,\n", + " -3.8578e-02, 1.1868e-01, 8.4559e-03, -1.8232e-01, 7.5751e-02,\n", + " -6.0354e-02, 5.3493e-02, -7.4604e-02, 2.2840e-02, 1.5490e-02,\n", + " -1.3711e-01, -6.9488e-02, 1.3589e-01, 1.1215e-01, 2.1697e-01,\n", + " 1.7026e-01, -1.8576e-02, 2.5642e-02, -4.4382e-02, -7.3328e-02,\n", + " -6.6732e-02, -2.2719e-01, 2.1527e-01, 2.3750e-01, 3.3245e-02,\n", + " -1.3371e-01, 7.4754e-02, -1.8352e-02, -2.8568e-01, 6.0296e-02,\n", + " 1.8279e-01, -3.4655e-01, -1.7734e-01, -1.5439e-01, -4.2068e-02,\n", + " -7.3426e-02, -2.2166e-01, 7.0533e-02, -2.1574e-02, -1.5921e-01,\n", + " -6.5094e-03, 4.6895e-03, -9.1767e-02, 3.2723e-01, 3.8830e-02,\n", + " -7.0434e-02, -1.1525e-01, -5.2732e-02, -3.8188e-01, 8.1533e-02,\n", + " -8.2644e-02, -4.3686e-02, 4.2705e-02, -3.6868e-02, -1.2710e-01,\n", + " 6.6387e-02, 3.1489e-01, -9.6629e-02, 2.8232e-02, 2.0438e-01,\n", + " -2.5586e-01, -1.9172e-01, -8.1620e-02, -7.8418e-02, -5.0672e-02,\n", + " -1.4263e-03, -1.7466e-01, 2.9178e-01, -1.4581e-01, 4.5171e-01,\n", + " 2.3722e-02, -6.7360e-02, -3.2100e-01, 9.5195e-02, -3.0183e-02,\n", + " 8.8918e-02, 9.8326e-02, -3.8812e-02, 7.0108e-03, -2.7218e-02,\n", + " 1.2149e-01, 1.2170e-01, 6.4152e-02, 1.3856e-01, 2.0319e-01,\n", + " -1.2406e-02, -3.3662e-02, -2.9577e-01, -6.0254e-02, -1.5550e-01,\n", + " -1.7203e-02, -8.5194e-02, -1.0121e-01, 1.2949e-01, -2.2391e-02,\n", + " 7.1436e-02, -2.2944e-02, -5.5513e-02, 3.1333e-02, -1.3266e-03,\n", + " -1.9792e-02, -3.7933e-02, 4.2671e-02, 6.8155e-02, 1.8280e-01,\n", + " -4.4027e-02, 7.4757e-02, -1.7191e-02, 2.0812e-01, -1.4751e-01,\n", + " -6.4549e-03, 3.4848e-02, 1.2639e-01, 8.1256e-02, 2.6128e-02,\n", + " 1.5166e-01, 2.5059e-02, 1.1826e-02, 3.9595e-02, 6.2490e-02,\n", + " 1.5677e-02, 9.7257e-03, 1.0735e-01, 5.3689e-02, 2.3702e-02,\n", + " -1.2501e-02, -4.3975e-03, -9.2992e-02, 7.3544e-03, 3.3834e-02,\n", + " 5.1966e-01, 1.1597e-01, -3.8785e-02, 1.3125e-02, 6.0365e-02,\n", + " -1.0053e-01, 2.4324e-02, -8.9363e-02, 3.4038e-02, -1.1178e-01,\n", + " 5.2339e-02, 1.8750e-03, 9.4650e-03, -1.1856e-02, -5.7726e-02,\n", + " 3.7086e-02, -1.2743e-01, -1.8709e-01, -5.7171e-02, 2.1731e-02,\n", + " -4.8788e-03, -3.7495e-03, 6.1311e-02, -2.2428e-02, 1.2139e-01,\n", + " 1.2845e-02, 4.0430e-02, 6.4236e-02, -1.1398e-01, 6.0150e-02,\n", + " -1.3802e-02, -8.4135e-02, 3.5113e-02, -8.6468e-02, -4.2051e-02,\n", + " 1.5604e-01, 2.7852e-02, 2.8703e-02, -1.7455e-02, 7.2719e-02,\n", + " 1.1109e-01, -6.4430e-02, 7.3712e-02, -7.8993e-03, 4.7608e-02,\n", + " -1.6314e-01, -7.6833e-04, 2.9831e-03, 2.2381e-02, -5.3821e-02,\n", + " -2.6207e-02, -4.7822e-02, 1.1914e-02, -6.0980e-02, -5.8691e-02,\n", + " -1.1302e-01, -8.0492e-02, -5.9016e-02, 4.7241e-02, -3.9762e-03,\n", + " -1.6534e-02, 1.2901e-01, 2.6081e-03, 4.7595e-02, 4.6179e-03,\n", + " 1.3729e-02, -9.8050e-02, -3.9306e-02, 5.8834e-02, 4.1617e-02,\n", + " -3.9325e-02, 2.8185e-02, 1.7843e-01, 5.7797e-03, 1.6322e-01,\n", + " -1.0136e-02, -9.2339e-02, 5.5120e-02, 1.7150e-02, -1.1160e-01,\n", + " -1.6542e-01, -5.8538e-02, 2.0441e-01, -8.1838e-02, -1.1547e-02,\n", + " -1.2214e-01, -3.7454e-02, 2.8398e-02, -1.1025e-01, -3.9965e-02,\n", + " 5.4967e-02, 1.2523e-01, 8.2581e-03, -1.5706e-02, 9.6512e-02,\n", + " 6.3146e-02, -4.8508e-02, -4.8220e-02, 1.6431e-01, -1.5689e-01,\n", + " -4.2196e-02, -1.4467e-01, -7.2190e-02, -9.8855e-02, 1.1092e-01,\n", + " -1.3427e-01, -2.1102e-02, 2.8980e-02, 5.8931e-02, -1.9289e-01,\n", + " 3.9312e-02, -8.9614e-02, 1.8962e-01, 1.5337e-01, -4.9258e-02,\n", + " 1.4467e-01, -7.1784e-02, -1.7800e-02, 4.2765e-02, -1.0496e-01,\n", + " -4.3258e-02, 2.4272e-01, 3.5461e-02, 9.0323e-02, 6.4709e-02,\n", + " -1.3383e-01, 9.2523e-02, 1.3498e-01, -1.5756e-02, 6.8946e-02,\n", + " -4.8128e-02, -6.7364e-02, 2.8747e-02, 4.4364e-02, -1.1018e-01,\n", + " -2.3190e-01, -7.9850e-03, -2.5743e-02, -1.6074e-01, 1.0216e-02,\n", + " -1.0832e-01, 3.2553e-03, -1.8579e-02, 1.3821e-01, -4.7067e-02,\n", + " 3.1258e-02, 1.8454e-02, 1.4777e-01, 1.7165e-02, -2.7422e-02,\n", + " 7.1260e-02, 1.3168e-01, -5.1671e-02, -5.5426e-02, 4.6418e-02,\n", + " -6.2156e-02, -3.5482e-02, 2.3922e-02, 1.0066e-01, -3.2118e-03,\n", + " 6.3788e-02, 2.0837e-02, 3.4611e-02, 3.3444e-02, -1.4793e-01,\n", + " -1.2542e-01, 4.1686e-02, -5.0338e-02, -6.2926e-02, 6.5407e-03,\n", + " 6.2322e-02, -1.8277e-02, -5.3374e-03, 2.7269e-02, 9.6309e-03,\n", + " -1.1980e-01, -2.3828e-01, 3.3603e-02, -3.6013e-01, -1.6221e-01,\n", + " 1.9689e-01, -7.6836e-02, 9.5773e-03, -2.9806e-01, -2.2550e-01,\n", + " 9.9112e-02, 5.5622e-03, 1.2271e-01, -3.9162e-02, -2.5245e-02,\n", + " -1.4887e-01, 1.4583e-01, -1.0624e-01, 3.8377e-02, 1.2560e-01,\n", + " -3.6513e-02, -1.3570e-02, -1.1723e-01, -1.0367e-02, 1.4196e-01,\n", + " 1.0923e-01, -1.7966e-02, 6.1588e-02, -5.4218e-02, 1.0561e-02,\n", + " -2.6577e-02, -6.6006e-02, 2.6353e-01, 3.3464e-02, -5.2366e-02,\n", + " 1.1190e-01, -3.3754e-02, -1.4095e-02, 5.6536e-02, 1.2747e-01,\n", + " -7.5171e-02, 1.8377e-01, -6.4150e-02, -9.7813e-02, 3.8508e-02,\n", + " 9.0241e-02, 3.5016e-02, -9.3217e-02, -2.4868e-02, 6.6117e-02,\n", + " -1.9959e-03, 2.2771e-04, 3.8253e-02, -5.8056e-02, -9.9978e-02,\n", + " 5.4882e-02, -5.5983e-01, -5.8213e-02, 9.8691e-03, 1.6316e-01,\n", + " -9.9931e-03, 5.0991e-02, 1.2060e-01, 7.6161e-02, -6.2427e-03,\n", + " 7.9776e-02, -6.4415e-02, 4.7739e-02, 1.0165e-01, -1.4638e-01,\n", + " -4.5975e-01, -3.5137e-02, -6.4740e-02, 3.6821e-01, -1.7787e-01,\n", + " -8.4177e-02, 6.7361e-02, 1.0351e-01, 6.3708e-03, -5.1051e-02,\n", + " 4.6443e-01, 6.1040e-02, -4.9465e-02, 1.3759e-01, 1.1129e-02,\n", + " -1.5333e-02, 2.3792e-01, -1.8632e-02, -1.0662e-01, 9.9842e-02,\n", + " 4.6955e-02, 3.8062e-02, 1.5958e-01, 1.3527e-03, 2.3986e-02,\n", + " -3.4152e-03, 3.3280e-02, -1.5283e-02, 9.5744e-03, -2.2178e-02,\n", + " 3.3018e-02, 3.5798e-02, -4.5944e-02, 6.0943e-03, -1.1503e-01,\n", + " 4.3222e-02, -1.1779e-01, 3.8099e-02, 4.9425e-02, 5.1690e-02,\n", + " -7.6169e-03, -2.3869e-02, 1.3687e-01, 1.6250e-01, -6.4569e-03,\n", + " -6.2928e-02, -4.0630e-02, -2.2092e-02, 2.8246e-02, 1.6935e-02,\n", + " 2.3433e-02, -1.6474e-01, -4.2601e-02, -1.1407e-01, 5.0228e-02,\n", + " 2.3031e-01, -6.1036e-02, 2.6556e-02, 5.3949e-02, -1.8469e-02,\n", + " 7.1338e-02, -7.3462e-03, -4.6701e-01, -8.6443e-03, -2.1607e-02,\n", + " -1.8485e-01, 7.2641e-03, 9.4939e-02, -2.3559e-02, -2.2438e-02,\n", + " -4.6744e-02, -1.7221e-01, -9.2950e-03, -7.6654e-02, -2.3064e-03,\n", + " 4.6992e-02, -1.3251e-03, -3.4719e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.2470e-03, -1.1920e-04, 4.6079e-03, -3.1561e-03, 4.3431e-03,\n", + " -2.5806e-04, -5.0659e-03, -1.3902e-03, -5.4021e-03, 1.6513e-02,\n", + " -1.3870e-04, -3.4022e-03, 4.6551e-03, -1.7483e-04, -9.4910e-04,\n", + " -2.4911e-03, -5.1636e-03, -4.9368e-03, -3.7888e-03, -6.9530e-04,\n", + " -4.8290e-03, -1.9486e-03, 5.6278e-03, -6.4632e-03, 5.0100e-03,\n", + " 7.3379e-03, 1.0708e-02, -1.2730e-02, -5.9149e-03, 8.0134e-04,\n", + " -7.1502e-03, 5.3072e-04, 3.9203e-05, 4.0269e-03, 3.2698e-03,\n", + " 4.6497e-03, 4.1828e-03, 1.0847e-02, 1.0813e-02, 6.6262e-03,\n", + " 4.1618e-04, 3.7545e-03, -1.5762e-03, -1.1121e-03, 9.7172e-03,\n", + " 1.8708e-03, 7.0494e-03, 2.0148e-03, -4.4561e-03, 6.0335e-03,\n", + " -1.5361e-03, -3.8239e-03, -4.2156e-03, 1.1866e-02, -2.0446e-03,\n", + " -8.1411e-03, -4.0120e-03, -6.2358e-03, -6.0407e-03, 5.3579e-03,\n", + " 5.1899e-03, -8.6167e-03, -4.4947e-04, 3.5000e-03, -1.8516e-03,\n", + " -5.6742e-03, -4.2965e-03, -3.0243e-04, 7.1235e-03, 8.0150e-04,\n", + " 1.2844e-03, -1.1586e-02, -3.0757e-03, -5.1292e-03, -1.9154e-03,\n", + " -1.2069e-02, 6.8372e-03, -3.7349e-03, 1.1672e-03, 8.2992e-04,\n", + " 5.1807e-03, -4.9499e-03, -9.4046e-04, -6.4076e-03, -3.2127e-03,\n", + " 5.7733e-03, -8.4632e-03, 8.0267e-03, 1.0891e-03, -1.9436e-02,\n", + " 1.5872e-02, -1.9850e-03, 4.4641e-03, -1.0602e-02, -3.8690e-03,\n", + " 3.0769e-03, -9.8334e-04, 1.0641e-03, 3.4959e-03, 2.4596e-03,\n", + " 6.1120e-03, 3.1402e-03, -7.4678e-03, 7.0960e-04, -1.9886e-03,\n", + " 7.6009e-03, -3.8046e-03, -6.1919e-03, 6.4533e-04, -3.1439e-03,\n", + " -5.7226e-03, 6.0875e-03, 2.4895e-05, -4.9897e-03, -1.1555e-03,\n", + " -7.1541e-04, -4.6024e-03, -1.2073e-02, 9.2685e-03, 5.1200e-03,\n", + " 4.1310e-03, -4.5147e-03, 3.1825e-03, 1.9501e-03, 7.8177e-03,\n", + " -4.1686e-03, 2.2223e-04, 6.8082e-03, -7.5743e-03, 8.3183e-03,\n", + " -9.8970e-04, -1.1739e-03, -5.2149e-03, 2.0634e-03, 3.6613e-03,\n", + " 7.9307e-03, -1.9686e-03, 2.6337e-03, -7.4776e-03, 1.0666e-02,\n", + " 8.6025e-03, -3.4684e-03, -4.8284e-03, -5.6594e-03, 2.0071e-02,\n", + " -4.3614e-03, 8.0585e-03, 6.7736e-03, 2.2227e-03, 2.0749e-03,\n", + " 4.7810e-03, -2.7787e-03, -4.5497e-03, -3.4538e-03, 6.3264e-04,\n", + " 2.0299e-03, -6.6639e-03, -4.8250e-03, -1.3183e-02, 1.4143e-04,\n", + " -9.7408e-03, 4.9886e-03, -2.2729e-04, -8.9756e-03, -3.4896e-03,\n", + " -7.4078e-03, -5.8085e-03, -3.9339e-03, 7.9006e-03, 7.9996e-03,\n", + " -1.8455e-05, -3.2963e-03, 3.2712e-04, 1.0741e-03, -2.6993e-03,\n", + " -5.5264e-03, -1.8123e-03, 6.2596e-04, 2.8007e-03, 1.9259e-03,\n", + " 6.5844e-03, 4.4214e-03, 6.7486e-03, 4.6588e-03, 3.1888e-03,\n", + " 4.2958e-03, 3.2305e-03, 1.3668e-03, 3.4550e-04, 2.1624e-02,\n", + " 3.5299e-03, -2.4475e-03, -5.5032e-03, 3.3425e-03, -9.8938e-03,\n", + " -6.5203e-03, -4.4474e-03, 2.3073e-03, 2.4825e-03, -2.0325e-03,\n", + " -8.1897e-04, -2.2881e-03, 5.0828e-03, 4.7629e-03, 6.5203e-04,\n", + " 9.4280e-04, 3.4648e-03, -1.5629e-03, 1.3728e-03, -2.5695e-03,\n", + " -9.7179e-03, 1.1671e-03, -1.8411e-03, 1.5144e-03, -2.0073e-04,\n", + " -5.4003e-03, -1.9010e-04, -4.1864e-03, 9.8962e-03, -3.1431e-03,\n", + " -6.8543e-03, -3.0576e-03, -1.5540e-04, -5.5030e-04, -3.9187e-03,\n", + " -7.2448e-04, 1.0588e-02, 1.9787e-03, 2.6917e-03, -1.3206e-03,\n", + " -5.1123e-03, 5.2987e-03, -1.3027e-03, 4.2485e-04, 2.6784e-04,\n", + " 6.0593e-03, 3.4316e-03, -5.4926e-05, 3.0574e-03, 2.8558e-03,\n", + " 2.8907e-03, 4.2674e-03, 1.2046e-03, 7.6023e-03, 3.6620e-03,\n", + " -1.1088e-02, 1.0598e-02, 1.1425e-03, -7.8490e-03, -1.2543e-03,\n", + " 1.2815e-02, 4.3294e-03, 3.8940e-03, -2.0711e-03, -1.4461e-03,\n", + " -7.9667e-03, -3.5114e-03, 1.4405e-02, -4.6438e-03, 2.1489e-03,\n", + " 5.5370e-03, 1.1704e-02, -2.0782e-03, 6.6384e-03, -8.3118e-03,\n", + " -1.9808e-03, -2.5821e-03, 6.7746e-03, 1.5061e-03, -1.4028e-03,\n", + " 1.8406e-03, -7.6073e-03, -8.4268e-03, 7.5447e-03, 2.8804e-03,\n", + " 2.0071e-03, 2.7718e-03, 3.2720e-03, -1.0896e-03, -6.5392e-03,\n", + " 9.8332e-04, 3.5498e-03, 5.2902e-03, -2.3314e-03, 6.7990e-04,\n", + " 7.4625e-04, -7.0474e-03, -7.2756e-03, 2.2246e-03, -1.5508e-03,\n", + " -1.3465e-04, 6.7614e-03, 4.0286e-03, -1.2825e-02, 5.7042e-03,\n", + " 8.8918e-04, -1.3626e-03, 8.6332e-04, -9.7062e-03, 1.7268e-03,\n", + " 4.9055e-04, 6.0956e-03, 5.4950e-03, 6.2110e-03, 6.0843e-03,\n", + " 3.4672e-03, -8.3642e-03, 6.4734e-05, -1.0586e-02, 3.8304e-03,\n", + " -6.9621e-03, -4.4530e-03, 5.6207e-03, -5.8821e-03, 5.3550e-03,\n", + " 1.2501e-03, -4.8002e-03, -9.8423e-03, -8.6727e-03, 5.9714e-04,\n", + " 1.3846e-04, -9.1168e-04, -5.9143e-03, -3.1042e-04, -3.8824e-03,\n", + " -2.8302e-03, 3.0701e-03, 7.9194e-03, -5.6764e-03, -7.9514e-03,\n", + " -1.1876e-02, -6.4072e-03, 9.8141e-03, 1.1784e-02, -4.4489e-03,\n", + " -1.4549e-03, 2.3532e-03, 1.1932e-03, -1.3295e-02, 1.3960e-03,\n", + " 8.5535e-04, -1.1038e-02, 2.6521e-03, -1.2767e-02, 1.9987e-04,\n", + " -1.1103e-02, 1.5294e-03, -3.4077e-03, 2.6258e-03, 4.1966e-03,\n", + " 2.2695e-03, 9.9569e-03, -6.0308e-03, -6.8261e-04, 3.6186e-03,\n", + " 3.1012e-04, -2.9737e-03, -9.1448e-03, -6.0040e-03, -4.7155e-03,\n", + " -2.5581e-03, 1.7842e-03, 4.4440e-03, 1.8461e-03, 4.2548e-03,\n", + " -6.2460e-03, -7.1818e-03, -1.6346e-04, -2.1011e-03, -6.0896e-03,\n", + " -3.3830e-04, 3.2892e-04, 1.5842e-03, 3.0874e-03, 3.9469e-03,\n", + " 5.9877e-03, -6.2124e-03, 8.7982e-04, -6.8182e-03, -9.3356e-03,\n", + " 2.3618e-03, -8.0719e-04, -2.4822e-03, 1.0601e-02, -6.6501e-03,\n", + " -3.5422e-03, 2.7413e-03, 2.8973e-03, 5.5702e-03, 1.9828e-03,\n", + " -2.3673e-03, -1.5551e-03, 1.9931e-03, 3.1656e-03, 4.0783e-03,\n", + " 4.8626e-04, 6.6947e-03, -4.6916e-03, -1.3845e-03, -9.6774e-03,\n", + " -9.9566e-05, 5.1180e-03, -2.2834e-03, 1.2064e-03, -4.3550e-03,\n", + " 5.2013e-04, 4.6435e-03, -7.2695e-03, 6.9903e-03, 2.7208e-03,\n", + " -3.0689e-03, -4.9866e-03, 2.6796e-03, 1.5761e-03, 6.3831e-03,\n", + " -2.9030e-03, -1.4262e-03, 2.6076e-04, -1.8218e-03, -8.1130e-03,\n", + " 5.1950e-03, -1.0137e-02, -1.6106e-03, -2.4815e-03, -2.8463e-03,\n", + " 5.9207e-03, 2.4150e-03, 1.9148e-03, 8.0048e-03, -9.0899e-04,\n", + " 2.0875e-03, -9.7611e-04, 2.1602e-03, 2.7921e-03, 7.3744e-03,\n", + " 4.5901e-03, 1.8440e-03, -6.5460e-03, 7.2689e-03, 4.8562e-03,\n", + " 3.0542e-03, -8.1519e-04, -6.6916e-05, 6.5483e-03, -1.3926e-04,\n", + " -7.1967e-03, -3.7616e-03, -4.4375e-03, 3.0637e-03, 9.2903e-03,\n", + " -3.6695e-03, 6.4834e-04, -1.3021e-03, -3.3830e-03, -2.3933e-03,\n", + " -4.7595e-04, -1.9522e-03, -2.0408e-03, 1.9471e-03, 4.1722e-03,\n", + " 8.1013e-04, 1.9483e-03, 3.6480e-04, 1.7841e-03, -3.0006e-03,\n", + " -2.8441e-03, -1.3164e-04, 1.3392e-03, -2.5795e-04, 4.0011e-03,\n", + " 2.2979e-04, -2.6279e-03, 6.9032e-03, -3.7780e-03, 1.2662e-03,\n", + " -3.0393e-04, -2.5361e-03, 6.2284e-03, -5.0165e-03, -3.7989e-03,\n", + " 7.9342e-03, -2.4121e-03, 6.1822e-04, -2.3063e-03, -1.6079e-03,\n", + " -3.1107e-03, -9.4440e-04, -8.6168e-03, -1.7433e-03, 1.0860e-02,\n", + " -6.7330e-03, 1.4631e-03, -3.9264e-03, 2.7336e-03, -2.0671e-03,\n", + " -2.9078e-03, 3.6757e-03, -8.0931e-03, -2.0520e-03, -5.0601e-05,\n", + " -2.5430e-03, -1.6457e-03, 4.1547e-03, 3.9564e-04, 3.8542e-03,\n", + " -3.7395e-04, 5.9053e-03, -1.7660e-03, 3.8562e-04, 1.3720e-03,\n", + " 4.3301e-04, -9.1916e-03, -6.7282e-04, -2.4973e-03, 2.0779e-03,\n", + " 7.8103e-03, 4.1352e-03, -4.5572e-03, 2.4289e-03, -5.4116e-03,\n", + " -2.9837e-03, -2.5157e-03, -2.9894e-03, 9.2505e-04, 6.1965e-04,\n", + " 4.2563e-03, -6.1347e-03, 4.6927e-03, -3.5274e-03, -1.2582e-03,\n", + " -3.3952e-03, 1.9047e-03, -5.5998e-04, -1.4627e-03, -8.8564e-03,\n", + " -4.4272e-03, 6.2372e-03, 5.8206e-04, -9.3857e-03, 5.5110e-03,\n", + " -4.6755e-04, -1.5582e-03, -1.1438e-02, 6.3529e-03, 2.4976e-03,\n", + " -7.1437e-03, -1.7685e-03, -5.8337e-03, 3.4619e-04, -2.4055e-03,\n", + " -5.0630e-03, 7.4639e-03, 3.2297e-03, 8.0671e-04, -3.8354e-04,\n", + " 7.0612e-05, 7.1299e-03, 2.7232e-03, 1.8776e-03, -6.2731e-03,\n", + " 4.4811e-03, 4.9442e-03, -1.7353e-03, 7.4945e-04, 3.5349e-03,\n", + " 4.6123e-03, 1.0973e-03, 8.8787e-03, 1.2350e-02, 4.3001e-03,\n", + " 6.0430e-03, -3.9962e-04, 5.6535e-03, -2.7206e-03, 4.2285e-04,\n", + " 4.7691e-04, -2.9674e-03, 4.0179e-03, 1.7415e-03, -5.4990e-03,\n", + " -4.6904e-03, 2.4732e-03, 4.1243e-04, -1.8344e-03, 1.0910e-03,\n", + " -5.7840e-03, 8.3440e-03, 4.7510e-03, 9.1619e-03, -3.5300e-03,\n", + " -6.5683e-03, -2.8051e-03, 3.9208e-03, 2.8168e-04, -6.4946e-04,\n", + " 1.1568e-03, 5.6930e-03, -2.4589e-04, -8.7291e-03, 2.8622e-04,\n", + " 6.1108e-03, 3.5566e-04, 6.7640e-03, 1.9732e-03, -1.0824e-02,\n", + " 3.2188e-03, -6.3907e-04, -3.1048e-03, 1.7361e-03, -1.5609e-03,\n", + " 1.0463e-02, -3.6212e-03, -8.6391e-04, -7.2842e-03, 9.8570e-04,\n", + " -4.0789e-03, 2.9861e-03, -1.4272e-02, 1.8098e-03, -1.4626e-03,\n", + " 3.0207e-03, 1.1875e-04, 1.3779e-03, -1.2130e-02, -3.2088e-03,\n", + " 8.0327e-03, 3.5879e-03, -2.4478e-04, -9.4577e-03, -5.8266e-03,\n", + " 3.6276e-03, -4.0506e-03, 2.9889e-03, 7.5537e-03, -3.8848e-03,\n", + " -2.7813e-04, 4.7787e-03, 5.7054e-03, -2.8156e-05, -1.1205e-03,\n", + " 9.4752e-03, -2.9348e-03, -1.1014e-03, -5.5219e-03, -3.2049e-03,\n", + " -1.8709e-03, 3.6700e-03, -6.2822e-04, -4.3498e-03, -3.5481e-04,\n", + " -8.6728e-03, -1.2194e-03, -1.8336e-04, 5.4542e-03, -6.0909e-03,\n", + " -2.7877e-03, -8.6330e-04, -4.2260e-03, -1.6759e-03, -6.1510e-04,\n", + " 2.7705e-03, 8.7343e-03, 1.2738e-02, -1.0402e-02, -1.5460e-03,\n", + " -3.5030e-03, 5.6855e-03, -6.0889e-03, 5.2885e-03, 1.2397e-03,\n", + " 6.4746e-03, -3.9876e-03, -7.1194e-03, 4.0617e-03, -1.2035e-03,\n", + " 3.0181e-03, 1.8153e-02, 4.8571e-03, -1.4389e-03, -4.0256e-03,\n", + " -1.4215e-03, -4.1685e-03, -1.2176e-02, -3.9216e-03, 3.7874e-03,\n", + " 2.7529e-03, 1.4144e-02, -4.4793e-03, 7.0816e-04, 3.3765e-04,\n", + " 1.4426e-02, -6.7755e-03, -6.8462e-05, -1.0765e-02, 8.7603e-04,\n", + " -1.1458e-03, -2.4012e-03, -1.8208e-02, 1.5817e-03, 4.0696e-03,\n", + " -2.3120e-02, -5.5583e-03, 8.6350e-03, 1.7475e-03, -5.5555e-03,\n", + " -2.7651e-03, -9.0205e-04, -4.0749e-03, 1.0179e-03, -8.2821e-04,\n", + " -1.9171e-03, -2.8733e-03, -8.4613e-05, 2.2761e-03, -5.4357e-03,\n", + " -1.1103e-03, -1.1556e-03, -2.8371e-04, -5.2364e-03, -1.3415e-03,\n", + " 9.8636e-04, 9.8714e-04, 5.2567e-05, -2.2907e-03, 6.1414e-03,\n", + " -3.6127e-03, 1.9502e-03, 6.5552e-03, 9.0150e-04, -2.8471e-04,\n", + " 4.4339e-04, -2.3325e-03, -2.1127e-03, -3.4575e-03, -5.7528e-04,\n", + " 9.0375e-04, -1.0471e-03, -8.6204e-05, -3.7940e-03, -2.0911e-03,\n", + " 9.4940e-04, -1.0628e-03, 4.9664e-03, 7.3037e-04, -3.4284e-03,\n", + " 3.6383e-03, 7.3874e-03, -4.1659e-03, 3.1823e-03, -2.6189e-03,\n", + " -5.1144e-03, -6.4309e-04, 6.6350e-03, -2.1916e-03, 2.3002e-03,\n", + " 4.1632e-03, -6.5650e-03, 1.4118e-03, -1.7440e-03, -2.6755e-03,\n", + " 3.4951e-03, 2.8732e-03, -1.7719e-03, -3.0961e-03, -3.1050e-03,\n", + " -2.3345e-03, -5.2766e-03, -3.8348e-04], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.4921e-02, 1.8132e-02, -1.8288e-03, -1.4206e-02, -5.0894e-03,\n", + " 4.8221e-02, 8.5166e-03, 2.5981e-03, 2.7892e-02, 2.1551e-02,\n", + " 6.1439e-03, 3.9281e-03, -1.2156e-02, 1.3217e-02, -9.7741e-03,\n", + " -1.6178e-02, -1.5600e-02, 1.5788e-02, -6.4762e-04, 4.2904e-03,\n", + " 1.8258e-02, -3.4663e-03, 1.4401e-02, 4.3977e-02, -1.5816e-02,\n", + " -1.7426e-02, 1.4761e-02, -1.7251e-02, 2.6874e-02, -1.3058e-02,\n", + " 4.4215e-02, 1.7680e-02, -1.1854e-02, -1.7741e-02, -7.4324e-04,\n", + " 1.7306e-02, -5.4225e-02, -2.0079e-02, -7.4739e-03, -2.0194e-03,\n", + " 3.3924e-02, 3.0160e-03, 3.1900e-03, -1.6965e-02, 7.2989e-03,\n", + " -1.1904e-02, -4.2312e-03, 1.4134e-03, -3.5267e-03, 2.5431e-02,\n", + " 9.4091e-03, 2.1810e-03, -2.4993e-02, -1.4065e-03, -1.8494e-02,\n", + " -1.2197e-02, 4.2435e-03, 3.6315e-03, -1.2804e-02, -2.8301e-03,\n", + " -7.5398e-03, -4.4491e-03, 2.1042e-02, 4.0765e-04, -2.2260e-02,\n", + " 6.5892e-03, 9.1140e-03, 2.4256e-03, -2.3631e-02, 2.2210e-02,\n", + " -2.9815e-03, -4.1057e-02, 1.4195e-02, -9.6282e-03, 3.2480e-02,\n", + " -1.4851e-02, 1.5299e-02, -1.3757e-02, 3.6770e-02, -4.2210e-02,\n", + " 9.8289e-03, 1.7749e-02, 1.5550e-02, -2.7928e-02, -3.2709e-02,\n", + " 1.9352e-03, 4.2440e-02, 6.6678e-03, 1.2637e-02, 2.4880e-02,\n", + " -4.2041e-03, -2.5825e-02, 2.4536e-02, 1.2561e-02, 4.0903e-03,\n", + " -1.8097e-02, -3.7761e-02, 4.3217e-02, -2.2104e-02, -6.0344e-02,\n", + " -4.5369e-03, -1.2649e-02, -1.4669e-02, -3.3482e-03, 3.5630e-02,\n", + " -1.3973e-02, -1.1997e-02, 2.3257e-02, 2.6717e-02, 6.2876e-03,\n", + " -5.4595e-03, 1.8707e-02, 3.3541e-02, 1.5454e-02, 8.3214e-03,\n", + " 1.4163e-02, 6.5161e-03, 6.1715e-02, -2.9925e-02, 1.1095e-02,\n", + " -1.3704e-02, 1.9510e-02, 2.2855e-02, 1.8323e-02, -2.2118e-02,\n", + " -1.6011e-02, -2.5868e-04, 1.3484e-02, -5.7017e-02, -1.0072e-03,\n", + " -1.0623e-02, 2.4299e-02, 2.3758e-04, 1.2222e-02, -1.9208e-02,\n", + " -4.0847e-02, 1.2747e-02, -2.7922e-02, -7.9820e-03, -3.3200e-02,\n", + " -4.0855e-02, -4.9498e-02, 2.7119e-02, -2.2179e-02, 1.6361e-04,\n", + " 1.6296e-02, 3.2471e-02, -3.2432e-02, 9.9736e-04, -1.9066e-02,\n", + " 2.6569e-03, -1.3848e-02, -2.8495e-02, -4.7410e-03, -1.6528e-02,\n", + " -1.2160e-02, 4.4841e-02, -2.0999e-02, -2.2275e-02, -3.2732e-02,\n", + " -2.8265e-02, 2.3457e-02, -2.5313e-03, 3.5677e-02, 1.0989e-02,\n", + " -3.4196e-02, 1.2228e-02, 1.7594e-03, 1.7916e-02, 6.4718e-03,\n", + " -5.7328e-02, 2.1537e-02, -1.5395e-02, 1.0865e-02, 1.5307e-02,\n", + " 4.2381e-02, 6.3812e-03, 5.6162e-02, -3.4113e-02, -1.1295e-03,\n", + " -4.5396e-03, 4.3266e-03, -7.9750e-03, -2.9166e-02, 1.9396e-03,\n", + " -7.5277e-03, -7.5666e-02, 1.3804e-02, -5.6719e-02, -5.9091e-02,\n", + " 1.5869e-02, 1.7618e-02, -7.2110e-03, 6.5488e-03, 5.4746e-02,\n", + " 5.1521e-02, 2.7586e-04, -1.4525e-02, 5.7272e-02, -2.3869e-03,\n", + " 2.9570e-02, 9.0027e-03, -6.9851e-03, -3.2935e-02, 3.0641e-03,\n", + " -3.2481e-02, -1.0294e-01, -6.5088e-02, 2.2527e-02, -1.4005e-02,\n", + " -8.7853e-03, 1.6198e-02, -1.8955e-02, 1.2850e-02, 6.1760e-02,\n", + " 2.1530e-02, -1.9710e-02, -2.9572e-02, 9.4909e-02, 4.8718e-03,\n", + " -6.5398e-02, 2.0899e-02, 5.6139e-02, -3.5306e-02, -1.4403e-02,\n", + " 3.8991e-02, -6.5315e-02, -1.6949e-02, 4.3898e-02, 5.8725e-02,\n", + " 4.4739e-02, 5.8222e-02, 2.6367e-02, 2.5034e-02, 2.9534e-02,\n", + " 1.4338e-02, 3.7384e-03, -3.9763e-02, -4.5705e-03, 2.7633e-02,\n", + " -2.2981e-02, 9.2623e-03, -3.1930e-02, -5.2171e-02, -6.6210e-02,\n", + " 1.7983e-02, -6.6394e-02, -2.5487e-02, -4.3274e-03, -3.3855e-02,\n", + " -2.9861e-02, 9.9809e-03, 3.5956e-02, -4.2874e-02, -1.5036e-01,\n", + " -5.9239e-02, -3.3347e-02, 2.1216e-02, 1.1889e-02, 2.2204e-02,\n", + " -3.4184e-02, 2.0860e-02, -3.7539e-04, 1.7698e-02, 1.7320e-03,\n", + " 1.6163e-02, -9.8547e-04, 1.1963e-03, 8.5624e-03, 4.4162e-02,\n", + " -9.2546e-03, -3.5371e-02, 1.0705e-02, 3.7292e-02, -2.9033e-03,\n", + " -2.8414e-02, -2.3689e-02, -3.7852e-03, -1.2282e-02, 1.4291e-02,\n", + " -2.4832e-02, 1.1256e-02, -7.7132e-03, 3.9797e-02, 8.7659e-03,\n", + " 3.3073e-03, 5.5257e-03, 1.0355e-02, -2.9065e-02, -3.0827e-02,\n", + " 2.7222e-03, -1.4220e-02, 2.5723e-02, -6.9475e-03, -2.8611e-02,\n", + " -2.5098e-02, -2.1229e-02, -3.1856e-04, 1.3621e-02, -2.4298e-02,\n", + " -2.3487e-02, -2.3772e-02, 4.9479e-03, 3.8109e-02, 4.6633e-03,\n", + " -7.9865e-03, 7.2746e-03, 1.1050e-02, 3.6899e-03, -2.5407e-02,\n", + " -4.3841e-04, 1.2744e-02, -7.7776e-03, 1.4023e-02, 3.2307e-03,\n", + " -3.8174e-02, 1.8605e-02, 8.9998e-03, -1.1120e-02, 8.0471e-03,\n", + " -3.8893e-03, 5.4588e-03, -1.7195e-02, 6.5207e-03, 3.9683e-03,\n", + " 1.9861e-02, 1.5834e-03, -1.6853e-02, 7.4338e-03, 4.8273e-03,\n", + " 1.3487e-02, -6.6260e-03, 8.1906e-04, -2.5048e-02, -3.7170e-02,\n", + " -1.4492e-02, -1.2736e-02, 7.2295e-03, 1.8954e-02, -8.7741e-03,\n", + " 1.3491e-02, -3.3118e-03, -3.0792e-02, 7.8088e-03, 1.9363e-02,\n", + " 7.5045e-03, 9.9206e-03, 1.2427e-02, 5.4910e-03, -4.8389e-02,\n", + " 4.1142e-04, -9.2759e-03, -3.8478e-04, -1.1067e-02, -7.9037e-03,\n", + " -2.5851e-02, -1.2140e-02, -2.4124e-02, -3.3000e-03, -6.0399e-03,\n", + " 1.7206e-02, 1.6482e-02, 5.5713e-04, 1.5408e-02, 3.8800e-02,\n", + " -5.7804e-03, -5.5857e-03, 1.8814e-03, -1.0170e-03, 4.3154e-04,\n", + " -7.1268e-03, 2.5248e-03, -1.6197e-03, -3.4574e-03, 7.2833e-03,\n", + " -4.8341e-03, 1.3075e-02, 2.1174e-02, 2.4441e-04, 2.0368e-02,\n", + " 1.6428e-02, -5.0724e-02, 1.1031e-02, 2.3981e-02, 7.6146e-03,\n", + " -1.3590e-02, 7.6884e-03, 9.9372e-02, 1.2168e-01, -2.9080e-02,\n", + " -7.8609e-02, 4.9698e-02, -9.0694e-03, 3.9677e-02, -3.4372e-02,\n", + " 2.0211e-02, 1.0046e-01, -5.0131e-03, -1.0876e-02, 5.0733e-02,\n", + " -4.3468e-02, -3.3973e-02, -4.1121e-02, 4.7005e-03, 4.3390e-02,\n", + " -5.2117e-02, -4.6816e-02, -4.6024e-03, -4.4157e-02, 3.8345e-02,\n", + " 3.3135e-02, 6.2421e-03, -6.6870e-02, 1.2078e-01, -4.4560e-02,\n", + " -7.9694e-02, -1.3350e-02, -2.6164e-02, -3.5108e-02, 7.9018e-02,\n", + " -5.3911e-02, -1.6303e-03, 1.3461e-02, -1.3104e-01, 1.5673e-02,\n", + " 3.4877e-03, -6.3002e-02, -1.5688e-01, 1.0979e-01, -2.8739e-02,\n", + " -2.1612e-02, 2.5841e-02, -2.4117e-03, 1.8520e-02, 1.4650e-03,\n", + " 2.7207e-02, -3.3753e-02, 2.1420e-02, 2.0975e-02, 7.6467e-02,\n", + " 8.5112e-03, 3.9559e-02, -4.2940e-02, -2.5532e-02, -4.6729e-02,\n", + " -8.0638e-02, 6.0810e-02, -1.0542e-01, 7.3519e-03, -1.5001e-02,\n", + " 1.2807e-03, 1.7972e-02, 5.8529e-04, 1.9247e-03, -4.5088e-03,\n", + " -3.0792e-03, 3.3525e-02, 6.4064e-03, -7.3649e-03, -1.1853e-02,\n", + " -6.9614e-04, 3.2523e-02, 1.5730e-02, 1.1981e-02, -1.1550e-02,\n", + " 2.4564e-03, 2.8499e-02, 1.5468e-03, 1.9567e-02, -1.8411e-02,\n", + " 3.8938e-02, 1.0332e-02, 3.3054e-03, 1.8867e-02, -4.6546e-03,\n", + " -6.0332e-03, -1.4748e-02, 1.8123e-02, -2.2401e-02, -3.9833e-03,\n", + " 3.6224e-03, 5.8026e-03, 5.3531e-03, 3.7091e-03, 1.9340e-02,\n", + " 9.4386e-03, 2.7917e-02, 7.9541e-03, 6.8435e-03, 2.7198e-02,\n", + " -8.6652e-03, 2.8913e-03, -4.6829e-03, -2.7430e-02, 3.3161e-02,\n", + " -2.8281e-02, -2.2405e-03, -9.0689e-03, 7.3565e-03, -6.5614e-03,\n", + " 6.2445e-03, -1.2956e-02, 1.1854e-02, 1.3772e-02, -1.0405e-02,\n", + " 4.4691e-03, -6.9332e-03, -2.2985e-03, 5.4073e-03, -9.8795e-04,\n", + " -1.3613e-02, 5.4813e-04, 1.5004e-02, -7.2804e-05, -7.9746e-03,\n", + " 3.8501e-02, -1.5665e-02, 7.0609e-03, -2.6769e-04, -6.7848e-02,\n", + " 2.6707e-03, -3.1977e-02, -6.7296e-02, -4.9091e-03, -7.4501e-03,\n", + " 7.9823e-03, -1.9585e-02, 1.1685e-02, -4.3355e-02, 3.3721e-02,\n", + " -5.9095e-03, -1.4957e-03, -3.2478e-02, -2.1106e-02, 8.3821e-02,\n", + " 1.4739e-02, -4.3830e-02, -7.6845e-03, 1.6005e-02, 4.0256e-03,\n", + " -1.3561e-02, 1.7258e-02, 8.1113e-03, 1.4034e-03, 1.4374e-02,\n", + " 3.9538e-02, 2.3800e-02, 2.6422e-02, -7.1102e-03, -1.9706e-05,\n", + " 3.6553e-02, 2.0591e-02, -2.5286e-04, -7.9112e-03, 1.2051e-02,\n", + " 1.0187e-02, -6.0510e-03, -7.5219e-04, 2.3326e-02, 5.9974e-03,\n", + " 2.7913e-02, 5.7145e-02, -4.4367e-04, -5.2212e-03, -6.8095e-02,\n", + " 6.6926e-02, 2.1458e-02, -2.8811e-02, 1.3916e-02, -2.4731e-02,\n", + " 1.1377e-02, 1.9508e-02, 1.1059e-01, 1.8753e-02, -1.2289e-02,\n", + " 2.9975e-03, 5.5450e-02, -3.2517e-02, 2.8081e-02, -4.5581e-02,\n", + " -4.7967e-04, -3.0467e-02, -1.2809e-02, -1.4253e-02, -3.9111e-02,\n", + " -2.7481e-02, 6.6531e-02, 6.8529e-02, 4.8205e-02, 4.0477e-02,\n", + " 2.8490e-02, 8.6452e-03, 4.6500e-02, -2.9440e-02, 5.1146e-02,\n", + " -4.9283e-02, -1.9403e-02, 9.9161e-03, 1.0940e-02, 4.9484e-02,\n", + " -7.1978e-02, 3.0825e-03, -4.3513e-02, -4.2171e-02, 6.2302e-03,\n", + " 4.0332e-02, -1.6069e-02, -5.4363e-02, -5.6746e-02, 6.7378e-03,\n", + " -1.1762e-02, -4.4112e-02, 2.7254e-02, 7.2859e-02, 8.7947e-02,\n", + " 4.0030e-02, -2.3913e-03, -8.8728e-04, 2.5663e-02, -7.3990e-02,\n", + " -3.4404e-02, 9.1258e-03, 4.4086e-02, -3.3792e-03, -1.5481e-02,\n", + " -7.0461e-02, 1.4140e-02, 6.1796e-02, 4.7014e-02, -1.8332e-02,\n", + " -1.0995e-01, -3.3181e-02, -1.6453e-02, -3.5037e-02, -2.6003e-02,\n", + " 2.9864e-02, 3.0421e-04, -1.3513e-03, -1.5024e-04, -4.4369e-02,\n", + " 7.4124e-03, 8.8499e-03, -1.2481e-02, 1.2444e-02, -5.5309e-03,\n", + " 3.3085e-02, 3.1146e-02, -3.9556e-03, -1.4670e-02, -8.3356e-03,\n", + " -9.2197e-03, 2.7168e-03, -1.9257e-02, 4.0712e-02, 9.8164e-02,\n", + " -2.3290e-02, -6.9866e-03, -6.0275e-02, -1.1745e-02, 3.1060e-02,\n", + " 4.9842e-02, -3.2329e-02, -7.7215e-02, 1.1012e-02, -3.7900e-02,\n", + " 1.7909e-02, 6.1523e-03, 3.6623e-02, 7.6246e-02, 4.2921e-02,\n", + " 3.3181e-02, 1.4182e-02, 4.3910e-02, -3.9318e-04, -8.0178e-03,\n", + " 4.2921e-02, -8.8500e-03, 1.3874e-03, 1.5287e-02, -6.0290e-02,\n", + " -3.5544e-02, 3.3691e-03, 3.7604e-02, -5.1559e-03, 1.7181e-02,\n", + " -1.3504e-02, 1.9242e-02, -1.9186e-02, 4.7153e-02, 4.8538e-03,\n", + " 8.4091e-02, -3.7795e-02, -2.0202e-02, -2.1704e-02, -3.4349e-02,\n", + " -9.5670e-03, -1.3735e-02, -1.8750e-02, -3.4347e-02, 1.2258e-02,\n", + " -9.7259e-02, -1.2502e-02, -2.5936e-02, 2.9305e-02, 2.9185e-02,\n", + " -4.5916e-03, -8.6305e-02, 1.5817e-01, 5.5634e-02, -3.8168e-02,\n", + " 4.9972e-02, -1.6746e-03, 1.1333e-01, -1.0220e-02, -5.7967e-02,\n", + " 2.5249e-02, 1.4421e-02, -6.5078e-02, -4.0160e-02, -1.0578e-01,\n", + " 5.0551e-02, 4.5036e-02, 1.4170e-01, 3.6622e-03, -2.1971e-02,\n", + " -4.1334e-02, 1.1196e-02, 1.5993e-02, -8.9271e-03, 5.0402e-03,\n", + " -5.5021e-02, -9.0182e-02, -3.8577e-02, 1.0318e-01, -1.5199e-02,\n", + " 7.7312e-04, 8.7176e-03, 6.8103e-02, 6.5578e-02, 1.2188e-02,\n", + " -2.4233e-02, 1.8422e-02, 9.8968e-02, 6.1746e-02, -2.6176e-02,\n", + " 3.4459e-02, -1.0415e-01, 1.0954e-02, 1.0560e-01, 6.7482e-02,\n", + " 4.8464e-02, -4.1952e-02, -3.6386e-03, 1.0119e-02, 4.4288e-02,\n", + " 1.2404e-01, -4.2428e-02, 8.1233e-03, -4.8082e-02, -6.8090e-02,\n", + " 3.2699e-02, 6.9018e-02, 2.1045e-02, 5.8649e-03, -3.1966e-02,\n", + " -6.2285e-02, -2.3869e-02, -1.6657e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.4867e-03, -5.9355e-02, -5.6732e-02, -1.1524e-02, -2.7666e-02,\n", + " 4.7987e-02, -3.7444e-02, -3.2648e-02, -2.1686e-02, -4.5793e-02,\n", + " -5.0876e-02, -7.6217e-03, 6.2026e-02, -4.0575e-02, 2.1968e-02,\n", + " -2.6319e-02, 2.0166e-02, -3.7866e-02, 1.4455e-02, -7.5703e-02,\n", + " -5.5682e-02, 6.0839e-02, -6.0681e-02, -2.0188e-02, 3.3382e-02,\n", + " -5.7250e-02, -7.8521e-02, -1.2057e-02, 4.4144e-02, -4.3804e-02,\n", + " 5.1941e-04, 2.2361e-02, -7.8483e-03, -4.2939e-03, -5.8940e-02,\n", + " 3.3728e-02, 1.6820e-02, 1.2325e-02, -5.9437e-02, 1.2489e-02,\n", + " -1.2475e-02, 3.4512e-02, 6.0411e-02, -4.4878e-02, 4.5237e-02,\n", + " -3.7635e-02, 8.6092e-03, -5.8533e-03, 2.4860e-03, 1.3171e-02,\n", + " 5.4551e-02, -1.8216e-02, -2.8885e-02, 7.4821e-02, -1.1566e-02,\n", + " -3.3789e-02, -5.3251e-02, 5.7869e-02, 3.8985e-05, -2.1609e-02,\n", + " 3.0585e-03, -4.4508e-02, 6.6669e-02, -1.6032e-02, -2.8179e-02,\n", + " 3.0792e-03, -1.6777e-03, 1.0446e-02, -4.9652e-02, 7.1209e-02,\n", + " 2.4480e-03, -1.6212e-02, -1.9850e-03, 6.3755e-02, -4.1147e-02,\n", + " 2.0136e-02, 2.2457e-03, -4.5389e-02, -4.7212e-02, -7.4723e-02,\n", + " 2.5272e-02, 2.4741e-03, -8.1567e-03, 2.8124e-02, -5.3829e-02,\n", + " -7.4027e-03, 1.9396e-02, -5.2201e-02, 2.0986e-03, 8.2196e-03,\n", + " -3.8668e-02, -5.7600e-03, -1.0757e-01, -1.3928e-02, -4.7601e-02,\n", + " 9.9992e-02, -5.6151e-02, 1.1152e-02, 5.1741e-02, 1.1138e-02,\n", + " -4.2467e-03, -1.8448e-02, -1.9817e-02, -1.6464e-02, 9.7435e-03,\n", + " 1.2450e-01, 2.9611e-02, 1.3942e-02, 6.4377e-02, -2.8929e-02,\n", + " -7.2540e-02, 3.3297e-02, 2.5615e-02, 1.1975e-02, -9.9712e-03,\n", + " -6.4926e-03, 2.3175e-02, 2.5292e-03, 6.6991e-03, -8.3770e-02,\n", + " -6.6085e-03, 1.3776e-01, 4.7758e-02, -5.9741e-02, -7.6294e-02,\n", + " 5.7985e-02, 4.6088e-02, -6.8736e-02, 9.9548e-03, 3.1133e-02,\n", + " 1.1092e-02, -3.9695e-02, -6.8375e-02, -3.7047e-02, -1.0888e-03,\n", + " 1.3076e-02, -2.3048e-02, -4.0178e-02, 6.1507e-03, 2.4888e-02,\n", + " 1.7729e-02, 5.9738e-04, -4.7605e-02, -5.3761e-04, -5.5877e-02,\n", + " 1.3254e-01, 1.5495e-02, -1.1906e-02, 3.0198e-02, -5.2776e-02,\n", + " -3.1189e-03, -9.9776e-03, 5.3537e-02, -8.0739e-03, 8.2701e-03,\n", + " 3.9863e-02, -1.7842e-02, -1.9237e-02, 1.1329e-02, 4.1052e-02,\n", + " -2.5356e-02, 8.3182e-03, -2.1669e-02, 1.6226e-02, 2.5664e-02,\n", + " -6.2780e-02, -3.3559e-02, -2.7341e-02, 1.5599e-01, 4.3920e-02,\n", + " -1.8154e-03, -2.6509e-02, 9.4168e-02, -6.8539e-02, -8.9345e-03,\n", + " 3.8589e-02, -4.4134e-03, 4.5880e-03, 4.9703e-02, -7.7310e-03,\n", + " -1.2878e-02, -1.3259e-02, 2.1590e-02, -6.4726e-02, -1.1356e-02,\n", + " 3.2121e-02, -8.6043e-03, -2.9018e-02, -4.5730e-02, 1.9021e-02,\n", + " 2.1431e-02, 7.4730e-02, -6.3591e-02, 4.4473e-02, -3.8942e-02,\n", + " -4.8631e-02, -1.3346e-02, -9.2231e-02, -1.1780e-02, 4.6684e-02,\n", + " 6.8016e-03, -5.0912e-02, -1.5996e-02, 3.3763e-03, 2.0470e-03,\n", + " 3.9476e-03, 2.5733e-02, -5.8779e-02, -6.1399e-03, -5.4171e-02,\n", + " -3.5354e-02, 5.5210e-02, 5.6126e-03, -1.1730e-01, -4.2446e-02,\n", + " 3.4118e-02, 2.3671e-02, 4.1200e-02, -1.2221e-01, 1.5996e-02,\n", + " -3.3383e-02, -3.7342e-02, -1.6947e-02, -2.2285e-02, 7.4171e-03,\n", + " -1.0342e-01, -1.8598e-02, 5.2885e-02, -2.7400e-02, -1.1066e-03,\n", + " -4.3298e-02, -2.8893e-02, -4.5293e-02, -7.2043e-03, -1.6622e-02,\n", + " -8.0071e-03, 5.4727e-03, 5.1195e-02, -1.5983e-02, 1.0040e-01,\n", + " -3.6992e-02, -4.0116e-02, 5.5899e-02, 8.0346e-03, -4.1572e-03,\n", + " 4.1698e-02, -8.7211e-03, 3.1871e-02, 6.9232e-02, 8.6880e-02,\n", + " 3.4134e-02, -1.0836e-01, -3.2503e-02, -7.7407e-03, -8.5365e-02,\n", + " 7.2373e-02, 3.3227e-02, 3.8385e-02, 1.8440e-02, -8.4554e-03,\n", + " 5.3769e-02, 1.1531e-02, 6.8766e-03, 1.4170e-02, -1.0525e-01,\n", + " 3.9197e-02, -1.6725e-02, -5.3252e-02, 5.4303e-04, -1.7917e-02,\n", + " -4.7632e-02, 2.7131e-02, 5.0531e-02, 3.1100e-03, -4.5806e-03,\n", + " -2.8077e-02, 2.7975e-02, 6.1526e-02, 2.6882e-02, 3.8306e-02,\n", + " -2.4508e-02, -3.5929e-02, -2.1226e-02, 2.2509e-02, 2.5333e-02,\n", + " -3.7290e-02, -2.9934e-02, -2.4418e-02, -8.8698e-03, -6.6163e-03,\n", + " -6.9428e-02, -7.2207e-02, 7.4985e-02, 4.3107e-02, -1.5575e-02,\n", + " -4.1715e-02, -2.8040e-03, -1.2076e-02, -1.9106e-02, -4.3634e-03,\n", + " -2.4774e-03, 6.0728e-02, 1.8227e-02, -4.2553e-02, -9.6008e-02,\n", + " 2.8601e-02, 3.5137e-02, -7.6164e-04, 8.2150e-01, 7.0118e-03,\n", + " 4.3138e-03, -6.3477e-02, 2.1625e-02, 9.6444e-03, -2.6198e-02,\n", + " 1.0462e-02, -4.2468e-02, -4.4127e-02, 4.4629e-02, -2.0157e-01,\n", + " -3.0731e-02, -6.2315e-02, -5.3943e-02, 3.8344e-02, 1.1529e-03,\n", + " -5.1614e-02, -6.0933e-02, 3.7003e-02, -2.1992e-02, -6.5763e-03,\n", + " 2.5604e-02, -1.4906e-01, -1.1612e-02, -5.9445e-02, 5.2719e-02,\n", + " 6.8504e-03, -1.4017e-02, 1.2467e-02, -1.5488e-02, 1.4041e-02,\n", + " -2.9123e-02, -3.7045e-02, -8.4118e-02, -9.1453e-03, -3.0126e-02,\n", + " 1.0629e-02, 2.7546e-03, 4.5500e-02, -7.5592e-03, 1.4558e-02,\n", + " 6.3868e-02, 7.6590e-03, -1.3336e-02, -2.9706e-02, 8.8345e-04,\n", + " 4.3916e-02, 8.9804e-03, -1.5378e-02, 2.6446e-02, -5.3369e-02,\n", + " -9.4195e-03, -1.6228e-02, 3.6608e-03, -6.4476e-02, 5.3827e-03,\n", + " 9.4920e-04, -5.3731e-03, -4.5724e-02, -6.6587e-03, -8.6687e-02,\n", + " 5.3138e-02, 4.1250e-02, -1.2894e-02, 1.9431e-02, -2.2853e-02,\n", + " -2.6993e-03, -2.0210e-02, 4.8772e-02, 4.7900e-02, -4.4230e-03,\n", + " 1.9352e-02, 1.0543e-01, -1.6071e-02, 6.0893e-02, -2.3414e-02,\n", + " 3.5179e-02, 6.4397e-02, -2.7580e-02, 3.2769e-03, 4.3518e-03,\n", + " -3.2907e-02, -4.0727e-02, -3.3245e-03, -4.9532e-02, -3.6069e-02,\n", + " 1.6147e-03, 5.8314e-02, 3.9471e-02, -3.2387e-02, 3.6115e-02,\n", + " 4.7702e-02, -5.2157e-02, -1.9828e-03, -8.9407e-03, 3.2784e-02,\n", + " 4.8584e-02, 3.7103e-03, 1.5068e-03, -5.5272e-03, 2.9361e-02,\n", + " 2.5589e-03, 4.4496e-02, 1.8491e-02, 2.4778e-02, 2.8262e-02,\n", + " -3.4102e-02, 1.6067e-02, 4.6418e-02, 3.2189e-02, -4.5037e-02,\n", + " 2.0052e-02, 1.1296e-01, -2.0296e-02, 4.0847e-02, 2.1778e-02,\n", + " -2.9115e-02, 1.3222e-02, -3.0750e-02, 6.5235e-02, -6.7655e-02,\n", + " 2.0540e-02, 3.0310e-02, 2.4590e-02, -7.8925e-02, -2.8908e-02,\n", + " 6.0072e-03, 4.0823e-02, 9.7022e-02, -4.5840e-03, -1.0620e-02,\n", + " 1.6445e-02, -1.6043e-02, -6.3337e-02, 2.4039e-02, -3.0955e-03,\n", + " 4.0042e-03, 3.1653e-02, 1.6900e-02, 7.2645e-02, 4.6377e-02,\n", + " -9.0864e-03, 4.0996e-02, -2.9952e-02, 2.7976e-02, -1.4576e-02,\n", + " -1.2391e-02, 1.9431e-02, 7.9407e-03, 7.2397e-03, 1.4114e-02,\n", + " 6.2710e-03, 1.5196e-01, 1.6704e-03, -2.8500e-02, 5.0680e-02,\n", + " -8.0004e-02, -1.4067e-02, 1.3336e-02, -2.6720e-02, 3.5077e-02,\n", + " 2.9346e-03, -6.3631e-02, 2.1897e-02, 3.0051e-02, 3.5377e-02,\n", + " 6.2542e-02, -5.4886e-03, 7.4938e-03, 7.6717e-02, 2.6685e-02,\n", + " -6.2378e-03, -2.6176e-02, 4.0057e-02, 3.1799e-03, 4.6198e-02,\n", + " -4.9623e-02, -5.0867e-02, -3.3948e-02, 8.3583e-02, -1.6801e-03,\n", + " 1.2096e-02, 2.0863e-02, -2.5302e-02, 1.5536e-03, 2.1004e-02,\n", + " -5.6952e-03, -7.8900e-02, 1.5754e-02, 1.4905e-02, -3.1048e-02,\n", + " -3.9601e-03, -4.1230e-03, -4.3141e-03, -3.9903e-03, 2.7801e-02,\n", + " -3.3635e-02, -1.3885e-03, 1.7747e-02, 4.3312e-02, -4.1014e-02,\n", + " -1.7152e-03, -1.7541e-02, 2.9598e-02, -1.6473e-02, 6.1739e-02,\n", + " -7.9912e-02, 3.7208e-02, -2.0989e-02, 2.9330e-02, 6.1193e-02,\n", + " -5.2695e-03, -3.0857e-02, -8.9620e-03, 1.9595e-02, 2.2103e-03,\n", + " 5.8601e-03, -1.3326e-02, -2.7906e-02, -1.7603e-02, -4.2458e-02,\n", + " 1.1188e-02, 1.9745e-02, -9.8556e-03, -3.9211e-02, 2.1981e-03,\n", + " 2.0505e-02, 4.6261e-03, -2.9130e-02, -1.7269e-02, 3.9228e-02,\n", + " -8.6282e-03, -9.1066e-03, 3.5340e-02, 9.4954e-03, -2.1845e-02,\n", + " 8.0180e-02, 5.1887e-02, -1.8285e-02, -7.3062e-02, -3.7417e-03,\n", + " 2.4367e-02, 4.2904e-02, 1.0478e-03, 1.2807e-02, 3.2438e-02,\n", + " 8.7902e-03, -3.0571e-02, -3.2871e-02, -1.8314e-02, -2.0077e-02,\n", + " 3.7954e-03, 2.1989e-02, 6.2701e-02, 4.3707e-02, 1.0210e-02,\n", + " -5.6507e-03, -2.9066e-02, 6.4511e-02, -1.1715e-02, 1.8546e-02,\n", + " 5.7273e-03, 8.3242e-03, -2.6751e-02, 4.8804e-03, 4.1730e-02,\n", + " -3.9331e-02, 1.5694e-02, 1.9658e-02, -2.4514e-02, 5.8193e-02,\n", + " 5.8486e-02, -1.6296e-02, -2.3163e-02, 2.1613e-02, 6.1897e-02,\n", + " 1.8319e-02, -6.5788e-02, -1.7697e-02, 4.2460e-02, 3.7242e-02,\n", + " -2.1507e-02, 6.6131e-03, -9.8043e-03, 1.4812e-02, 1.2532e-02,\n", + " 7.3536e-02, -2.3503e-02, 3.4924e-02, 1.5151e-03, -4.0319e-02,\n", + " -2.3511e-02, 1.1563e-02, 1.4108e-02, 3.6063e-02, 4.6447e-03,\n", + " -5.9890e-02, -9.1743e-03, 6.2178e-02, -2.3590e-02, 3.1817e-02,\n", + " -3.8503e-02, 1.2084e-01, 9.6216e-03, 2.4724e-02, 7.0701e-02,\n", + " 2.4092e-02, 5.7615e-02, -1.7107e-02, 2.0450e-02, -2.2278e-02,\n", + " -1.3891e-02, -7.1505e-03, 4.3284e-02, 8.9573e-03, 5.3080e-02,\n", + " -2.0312e-02, -3.5957e-02, 4.2196e-02, -1.9570e-02, -2.3746e-02,\n", + " -1.0048e-01, -1.5486e-02, 1.8957e-02, -9.3240e-02, -1.3599e-02,\n", + " -3.5049e-02, -3.0422e-02, -1.0183e-02, -8.5218e-02, 1.3872e-02,\n", + " 1.3873e-02, -5.8596e-02, 4.1684e-03, -4.5697e-02, 6.0391e-02,\n", + " -7.4906e-03, -1.9408e-02, 4.1049e-03, 6.1541e-02, -7.9029e-03,\n", + " -3.9353e-03, -1.7902e-02, -1.1867e-02, 2.6646e-02, 5.7930e-02,\n", + " 5.3847e-03, -6.8823e-03, -1.2426e-02, 7.3902e-03, 2.5051e-02,\n", + " -5.9030e-02, 1.0364e-02, -3.0277e-02, 3.7345e-02, -4.1909e-02,\n", + " 1.6635e-02, -2.0086e-02, -8.8079e-03, -3.4849e-02, 5.0330e-04,\n", + " -1.1002e-01, -1.1353e-02, 3.1272e-02, 8.0889e-03, 2.5960e-04,\n", + " 1.4852e-02, -8.4738e-02, -4.2936e-02, -1.5526e-02, -1.2144e-02,\n", + " -1.7500e-02, 2.1119e-02, -7.8342e-02, -1.3240e-02, 3.4838e-02,\n", + " 9.4339e-03, -3.9112e-02, 9.1692e-04, 4.1063e-03, 1.6631e-02,\n", + " 1.5596e-02, -1.7824e-02, -4.1029e-02, 9.4802e-03, 4.3614e-02,\n", + " -3.4480e-02, 5.0388e-02, -5.8959e-02, 7.2143e-02, -1.5887e-02,\n", + " -1.0059e-02, 5.4724e-03, 2.6698e-02, -5.4167e-02, -6.8497e-03,\n", + " -3.1151e-02, -1.4198e-02, 4.7283e-03, 1.4295e-04, -1.1281e-02,\n", + " 1.1194e-01, -4.1985e-02, -1.6548e-02, 4.5234e-02, 1.3272e-02,\n", + " -1.8830e-02, -2.0011e-02, 9.1828e-03, 5.5471e-03, -5.3581e-02,\n", + " 6.9124e-02, -1.8628e-02, -4.6411e-03, 1.8407e-02, 3.1552e-02,\n", + " 2.8428e-02, 1.8153e-02, 2.7219e-02, 6.0630e-02, -4.1897e-02,\n", + " -8.4967e-03, 5.4171e-03, -5.2203e-02, -2.2056e-02, -3.7319e-02,\n", + " 5.9913e-02, -2.7978e-02, 2.1165e-02, 2.5847e-02, 1.3713e-02,\n", + " 8.5751e-03, -2.9108e-02, 1.0367e-04, 1.2591e-02, -2.4026e-02,\n", + " -5.8920e-02, -1.6728e-02, -4.7103e-02, -1.0252e-02, 9.3540e-04,\n", + " 1.3706e-02, 3.4266e-02, 2.9675e-02, -2.6277e-02, 5.6964e-02,\n", + " -7.7359e-02, 7.1595e-02, -9.4300e-03, 2.8419e-02, -4.2643e-02,\n", + " 1.8959e-03, 3.6442e-03, 8.0649e-03, 1.9393e-02, 3.7393e-02,\n", + " -3.7904e-02, -1.2069e-02, -2.7035e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8882, 0.8705, 0.8029, 0.7737, 0.9233, 0.8613, 0.8651, 0.8595, 0.8431,\n", + " 0.8290, 0.7691, 0.7188, 0.7791, 0.7648, 0.8316, 0.8349, 0.7515, 0.7844,\n", + " 0.9252, 0.8440, 0.8759, 0.8030, 0.8607, 0.9052, 0.7658, 0.9120, 0.7668,\n", + " 0.8896, 0.7807, 0.8382, 0.8737, 0.7606, 0.8819, 0.8739, 0.8686, 0.8333,\n", + " 0.8616, 0.8090, 0.8758, 0.9091, 0.8491, 0.8887, 0.8879, 0.8460, 0.8262,\n", + " 0.7833, 0.9008, 0.8638, 0.8917, 0.8618, 0.8790, 0.8376, 0.9470, 0.7400,\n", + " 0.8520, 0.7660, 0.8255, 0.7111, 0.8391, 0.7484, 0.8679, 0.7583, 0.6782,\n", + " 0.7847, 0.8373, 0.8244, 0.8480, 0.8636, 0.8056, 0.9040, 0.8738, 0.9071,\n", + " 0.8632, 0.7288, 0.8821, 0.7437, 0.8235, 0.7086, 0.7610, 0.7965, 0.8479,\n", + " 0.8865, 0.8985, 0.8220, 0.6690, 0.7675, 0.8065, 0.8193, 0.8474, 0.8783,\n", + " 0.8065, 0.8388, 1.0387, 0.7745, 0.8001, 0.7706, 0.6955, 0.7660, 0.8370,\n", + " 0.8755, 0.9011, 0.9001, 0.8662, 0.8175, 0.7603, 0.6286, 0.7920, 0.8799,\n", + " 0.8429, 0.7867, 0.8382, 0.8181, 0.7970, 0.8636, 0.8415, 0.7793, 0.8194,\n", + " 0.8602, 0.8445, 0.8133, 0.8415, 0.7265, 0.7852, 0.7824, 0.7036, 0.7916,\n", + " 0.8440, 0.7817, 0.8299, 0.7891, 0.8667, 0.8006, 0.7027, 0.8540, 0.8323,\n", + " 0.8769, 0.8234, 0.7644, 0.8505, 0.6803, 0.8968, 0.8783, 0.8830, 0.9116,\n", + " 0.7893, 0.7780, 0.8531, 0.8193, 0.8623, 0.8335, 0.7775, 0.8203, 0.7129,\n", + " 0.8810, 0.8711, 0.7750, 0.8264, 0.7797, 0.8539, 0.6880, 0.8551, 0.8790,\n", + " 0.7656, 0.8994, 0.7828, 0.8867, 0.8332, 0.7469, 0.8200, 0.8579, 0.8550,\n", + " 0.8288, 0.7634, 0.8618, 0.8990, 0.7835, 0.7695, 0.7812, 0.7895, 0.8122,\n", + " 0.7978, 0.8957, 0.8300, 0.8824, 0.8794, 0.8354, 0.9273, 0.8315, 0.8805,\n", + " 0.8113, 0.8516, 0.9687, 0.9233, 0.7877, 0.8459, 0.8537, 0.8607, 0.7979,\n", + " 0.8205, 0.7391, 0.8640, 0.8108, 0.6632, 0.7625, 0.7884, 0.8288, 0.8209,\n", + " 0.7770, 0.8608, 0.8037, 0.7650, 0.8453, 0.8197, 0.8395, 0.7984, 0.6391,\n", + " 0.6980, 0.8933, 0.7109, 0.8055, 0.8497, 0.8814, 0.8470, 0.7568, 0.8430,\n", + " 0.6954, 0.7977, 0.7798, 0.8543, 0.8833, 0.8033, 0.8467, 0.8251, 0.8670,\n", + " 0.8246, 0.8112, 0.8279, 0.7682, 0.8681, 0.7707, 0.7741, 0.8295, 0.8195,\n", + " 0.7521, 0.7894, 0.6608, 0.7607, 0.8185, 0.7835, 0.7484, 0.7874, 0.9625,\n", + " 0.8093, 0.8241, 0.8755, 0.8304, 0.7966, 0.7980, 0.7531, 0.7918, 0.8844,\n", + " 0.8150, 0.8587, 0.8082, 0.7785, 0.7825, 0.8141, 0.8227, 0.7814, 0.8896,\n", + " 0.8154, 0.8465, 0.8383, 0.8018, 0.8816, 0.8644, 0.7010, 0.8349, 0.7994,\n", + " 0.8619, 0.7419, 0.8734, 0.8767, 0.7105, 0.8503, 0.7739, 0.8835, 0.9097,\n", + " 0.8079, 0.8755, 0.7999, 0.7319, 0.8741, 0.8243, 0.8519, 0.7224, 0.7170,\n", + " 0.8942, 0.8630, 0.8501, 0.9165, 0.8561, 0.8317, 0.8554, 1.0119, 0.8167,\n", + " 0.7876, 0.9025, 1.2222, 0.8446, 0.7796, 0.6850, 0.7692, 0.8237, 0.8505,\n", + " 0.7923, 0.8813, 0.8592, 0.8471, 0.6437, 0.8395, 0.8182, 0.8216, 0.8648,\n", + " 0.8441, 0.8527, 0.7438, 0.8334, 0.8561, 0.8394, 0.7437, 0.6512, 0.8207,\n", + " 0.9215, 0.9155, 0.8162, 0.8244, 0.8885, 0.8679, 0.8340, 0.7514, 0.9164,\n", + " 0.7275, 0.8341, 0.7449, 0.6736, 0.8710, 0.8561, 0.8202, 0.8938, 0.8457,\n", + " 0.8643, 0.8617, 0.6730, 0.8543, 0.8496, 0.8068, 0.7789, 0.8104, 0.8218,\n", + " 0.8504, 0.7812, 0.7815, 0.7983, 0.8272, 0.8571, 0.7634, 0.8555, 0.8495,\n", + " 0.7804, 0.8402, 0.8359, 0.8862, 0.8377, 0.9037, 0.8772, 0.8472, 0.8217,\n", + " 0.8099, 0.9047, 0.8489, 3.3445, 0.8512, 0.9063, 0.8134, 0.8351, 0.8672,\n", + " 0.8851, 0.8455, 0.8568, 0.7831, 0.8216, 0.8503, 0.7740, 0.8707, 0.8748,\n", + " 0.8655, 0.7891, 0.8419, 0.8790, 0.7904, 0.7256, 0.7347, 0.8237, 0.7436,\n", + " 0.8020, 0.8723, 0.7900, 0.8527, 0.8650, 0.8323, 0.8423, 0.8807, 0.8627,\n", + " 0.7978, 0.7756, 0.8189, 0.8115, 0.8358, 0.7310, 0.8210, 0.7347, 0.8545,\n", + " 0.7896, 0.8247, 0.8317, 0.8238, 0.8387, 0.8517, 0.7923, 0.8158, 0.7999,\n", + " 0.8641, 0.7756, 0.8680, 0.9047, 0.8405, 0.7877, 0.8798, 0.8426, 0.8045,\n", + " 0.8671, 0.7909, 0.6701, 0.8234, 0.8594, 0.9320, 0.7794, 0.8440, 0.8069,\n", + " 0.8695, 0.8802, 0.9099, 0.8205, 0.9157, 0.8940, 0.8149, 0.8499, 0.7898,\n", + " 0.8699, 0.8149, 0.7534, 0.8605, 0.8858, 0.8554, 0.7511, 0.7481, 0.7842,\n", + " 0.7665, 0.7684, 0.9338, 0.7248, 0.8127, 0.8240, 0.7484, 0.8201, 0.7972,\n", + " 0.8627, 0.8236, 0.8201, 0.8485, 0.8531, 0.6803, 0.7943, 0.8345, 0.8308,\n", + " 0.8235, 0.8371, 0.7801, 0.8551, 0.8783, 0.8388, 0.7973, 0.8819, 0.8521,\n", + " 0.7975, 0.6687, 0.7696, 0.8772, 0.7991, 0.7594, 0.8550, 0.7472, 0.7861,\n", + " 0.7670, 0.8773, 0.7959, 0.8113, 0.8619, 0.8411, 0.7269, 0.7533, 0.7981,\n", + " 0.8265, 0.8323, 0.8984, 0.8578, 0.6245, 0.9083, 0.8059, 0.8872, 0.7735,\n", + " 0.8857, 0.8253, 0.8111, 0.8284, 0.7953, 0.8582, 0.8415, 0.7058, 0.8140,\n", + " 0.8058, 0.8630, 0.8194, 0.8705, 0.7825, 0.8360, 0.8108, 0.7841, 0.9037,\n", + " 0.7749, 0.7092, 0.8483, 0.8062, 0.8705, 0.9177, 0.8554, 0.8023, 0.8533,\n", + " 0.8329, 0.8860, 0.7780, 0.8538, 0.8952, 0.8878, 0.8408, 0.8242, 0.7670,\n", + " 0.8658, 0.8434, 0.8529, 0.8149, 0.8361, 0.8928, 0.8307, 0.8312, 0.7437,\n", + " 0.8623, 0.8484, 0.8765, 0.8006, 0.8790, 0.8308, 0.6945, 0.8171, 0.8305,\n", + " 0.8538, 0.6569, 0.8860, 0.8519, 0.7863, 0.8689, 0.8617, 0.7771, 0.8457,\n", + " 0.8339, 0.9770, 0.8790, 0.7564, 0.8662, 0.8757, 0.8467, 0.9003, 0.7980,\n", + " 0.7872, 0.7997, 0.8401, 0.8416, 0.8507, 0.8467, 0.7880, 0.8952, 0.8861,\n", + " 0.8215, 0.8750, 0.8089, 0.9032, 0.7438, 0.8452, 0.8476, 0.8160, 0.7681,\n", + " 0.8636, 0.7271, 0.6455, 0.8214, 0.7902, 0.9005, 0.8469, 0.7760, 0.7839,\n", + " 0.8214, 0.8759, 0.8188, 0.8409, 0.8463, 0.8653, 0.8123, 0.7826, 0.8826,\n", + " 0.8169, 0.7693, 0.7947, 0.8671, 0.8443, 0.7886, 0.8498, 0.8654, 0.7643,\n", + " 0.8580, 0.8364, 0.7808, 0.8315, 0.7153, 0.8904, 0.8265, 0.8260, 0.8425,\n", + " 0.8090, 0.8182, 0.8919, 0.8530, 0.8225, 0.7834, 0.6588, 0.8072, 0.7863,\n", + " 0.8275, 0.8606, 0.7992, 0.8501, 0.8932, 0.8908, 0.8999, 0.8363, 0.7745,\n", + " 0.8924, 0.8136, 0.8288, 0.7885, 0.6333, 0.8526, 0.8107, 0.7834, 0.8649,\n", + " 0.8312, 0.8468, 0.8530, 0.8971, 0.8643, 0.8762, 0.8892, 0.8374, 0.8172,\n", + " 0.8710, 0.8545, 0.7402, 0.8328, 0.8749, 0.8435, 0.8192, 0.8252, 0.7987,\n", + " 0.8700, 0.8562, 0.8601, 0.8172, 0.7134, 0.7949, 0.6630, 0.9130, 0.8745,\n", + " 0.7872, 0.8019, 0.8693, 0.7607, 0.7836, 0.8066, 0.8745, 0.8564, 0.7235,\n", + " 0.8337, 0.8020, 0.7976, 0.7865, 0.8942, 0.8157, 0.8139, 0.8792, 0.7882,\n", + " 0.7006, 0.8483, 0.8653, 0.8163, 0.8547, 0.8718, 0.8091, 0.8107, 0.8151,\n", + " 0.8541, 0.8282, 0.8909, 0.8638, 0.8861, 0.8236, 0.7769, 0.8727, 0.8008,\n", + " 0.8849, 0.7288, 0.8408, 0.8556, 0.8806, 0.8329, 0.7735, 0.8462, 0.8047,\n", + " 0.8172, 0.8413, 0.8595, 0.9027, 0.8736, 0.7631, 0.8301, 0.8499, 0.7712,\n", + " 0.8395, 0.8815, 0.8135, 0.7105, 0.8673, 0.8161, 0.8203, 0.8548, 0.8062,\n", + " 0.7516, 0.7964, 0.8844], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.7936e-02, 3.1578e-02, 1.5648e-01, -1.5025e-01, 1.4727e-01,\n", + " -4.2515e-02, 1.5221e-01, 4.7048e-02, -6.1620e-02, -1.6018e-02,\n", + " -6.4231e-02, -5.0208e-03, -1.3631e-01, 1.7899e-01, 2.5055e-02,\n", + " 2.0497e-01, 5.9091e-02, 8.2099e-02, -3.8929e-02, 7.4394e-02,\n", + " 1.7318e-01, -1.0463e-01, 1.5208e-01, 2.9461e-01, 8.0460e-02,\n", + " 1.6074e-01, 9.9356e-02, -2.2881e-02, -2.4802e-01, 1.3612e-01,\n", + " -1.8634e-02, -6.6393e-02, 1.7255e-01, -1.8609e-01, 1.2682e-01,\n", + " -4.6187e-02, -1.2697e-01, -5.9533e-02, 1.4078e-01, -3.0814e-01,\n", + " -5.4271e-02, -1.5952e-01, -6.1325e-02, -5.5490e-03, -2.0443e-02,\n", + " -1.0424e-01, -2.1095e-02, -2.4339e-02, -9.2003e-02, -1.2576e-01,\n", + " -7.5278e-02, -1.2179e-01, 2.6206e-01, -1.4358e-01, 1.1244e-01,\n", + " 9.6011e-02, 9.4407e-02, -2.1980e-01, -1.6647e-01, -5.6020e-02,\n", + " -4.1293e-02, 1.1602e-01, -6.2996e-02, 1.0435e-02, -5.0696e-02,\n", + " 1.6687e-01, -6.8411e-02, 5.9983e-02, 8.5984e-03, -1.9892e-01,\n", + " -1.2073e-01, 7.9578e-02, -5.6859e-02, -9.8340e-02, 7.1650e-02,\n", + " 6.4307e-02, -7.3766e-02, -2.0682e-02, 1.4140e-01, 5.0717e-02,\n", + " -1.3890e-02, -7.9260e-03, 4.3695e-02, 1.2548e-01, 6.4592e-03,\n", + " -1.1162e-01, -7.2433e-02, -2.2999e-02, -1.1168e-01, 1.7434e-02,\n", + " -6.8272e-02, -1.8966e-01, 6.3337e-01, 8.7435e-02, 1.9547e-01,\n", + " -1.4045e-01, 2.1174e-01, -1.1560e-01, -1.3142e-01, -8.7810e-02,\n", + " -1.0087e-01, 1.8780e-02, -2.7278e-02, -4.2809e-02, -2.3384e-04,\n", + " -1.1848e-01, -1.2392e-01, -9.4572e-02, -2.1064e-01, 2.8821e-02,\n", + " -1.4498e-01, -8.4430e-02, -1.9311e-01, -1.2905e-01, -3.6538e-02,\n", + " -1.4816e-02, 4.5727e-02, -1.5212e-02, -1.3613e-01, 1.3006e-01,\n", + " -9.8392e-02, -1.0147e-01, -5.8493e-02, 7.8605e-02, 2.4887e-01,\n", + " -1.3633e-01, -1.2866e-01, 1.7872e-01, -1.1006e-01, -6.0457e-02,\n", + " -1.1736e-02, 1.4017e-01, -1.1579e-01, -8.6049e-02, -3.8850e-02,\n", + " -5.8156e-02, 1.2445e-01, 1.0673e-01, -2.1039e-01, -7.8962e-02,\n", + " -1.1990e-01, 3.2712e-02, 3.5324e-02, 8.5162e-02, 1.0228e-01,\n", + " -4.9327e-01, -4.7141e-02, 4.2122e-02, -1.6448e-01, 2.2386e-01,\n", + " -7.3167e-03, 8.4590e-02, -2.4692e-01, 6.0218e-02, 8.4576e-02,\n", + " 2.8577e-02, 3.4687e-02, 7.5134e-03, 7.8150e-03, -2.5552e-01,\n", + " 4.7889e-02, -1.0869e-01, -2.5363e-02, 6.5480e-02, -7.2423e-02,\n", + " 8.0864e-02, 7.3754e-02, 9.1629e-02, -3.7840e-01, -4.9376e-02,\n", + " -7.1923e-02, -3.3675e-02, -8.9839e-02, 7.2827e-02, -9.7517e-02,\n", + " 2.1261e-01, 6.7663e-02, 4.8916e-02, 1.1473e-01, -6.8217e-02,\n", + " 2.0152e-02, 9.5584e-02, -1.6020e-01, 1.0648e-01, 9.8983e-03,\n", + " -1.1244e-01, 9.1176e-02, 1.6547e-01, 1.3610e-01, 4.4776e-03,\n", + " -5.8887e-02, -3.7258e-01, 2.8920e-01, -1.0734e-01, 1.7613e-01,\n", + " 4.0804e-02, -2.9469e-02, 1.7464e-01, 4.4790e-02, -4.3585e-02,\n", + " -1.1599e-01, 3.0010e-02, 1.0212e-01, 2.9072e-02, -1.6182e-01,\n", + " 9.9715e-02, 2.6969e-02, -6.5524e-02, 2.0609e-02, 1.0495e-01,\n", + " -1.6100e-01, -1.0561e-01, 1.7956e-01, 1.6084e-01, 9.2078e-03,\n", + " -1.8615e-02, -1.9930e-01, -7.4069e-02, 9.5005e-02, -1.6319e-02,\n", + " 7.1734e-02, 2.3848e-01, -9.0983e-02, 2.4761e-02, -1.7546e-01,\n", + " 3.3100e-01, 1.6409e-01, -6.4080e-02, 4.7998e-02, -1.0464e-01,\n", + " -4.3132e-02, -1.9657e-02, 5.0045e-02, 4.1152e-02, -3.1279e-02,\n", + " 1.6035e-02, -7.1043e-03, -1.8470e-01, 1.1808e-01, -2.7260e-01,\n", + " 6.4889e-02, 2.9104e-02, -1.3412e-01, 3.0322e-03, -4.0973e-02,\n", + " -5.5794e-02, -9.2068e-02, 6.3257e-02, -2.2327e-01, -2.3490e-01,\n", + " -2.9395e-02, 4.3944e-01, -1.0098e-02, -1.9856e-02, 7.2339e-02,\n", + " -1.2023e-01, -2.9103e-01, -7.4717e-02, 1.9599e-02, -1.1578e-02,\n", + " -6.2657e-02, -4.8798e-02, -1.1575e-01, 3.7147e-02, -4.8477e-02,\n", + " -2.6367e-01, 7.7258e-03, 3.1153e-02, 6.0121e-03, -1.3257e-01,\n", + " 3.8915e-03, -5.7706e-02, -1.5804e-01, 6.2585e-03, -7.7101e-02,\n", + " -5.1661e-02, -1.0924e-01, -1.4369e-01, -1.1446e-01, -8.7998e-02,\n", + " 1.1470e-01, 2.9228e-02, -9.8710e-02, -1.5051e-01, -1.0675e-01,\n", + " 1.3892e-01, 7.4824e-02, 3.3203e-02, -3.8883e-03, 2.2480e-02,\n", + " 9.8746e-02, 4.8845e-03, -1.7025e-01, -9.1816e-02, 1.6679e-01,\n", + " 9.7284e-02, 6.8027e-02, 2.2613e-01, 1.4146e-01, -6.3099e-02,\n", + " 9.9177e-02, 7.1848e-02, -8.9442e-02, 1.0882e-01, 3.9499e-01,\n", + " -2.1378e-01, -8.6686e-02, -1.1241e-01, -9.1226e-01, -6.0548e-02,\n", + " -1.3436e-01, -1.4847e-01, 2.6446e-02, 6.9003e-03, -4.0872e-02,\n", + " 6.6189e-02, 3.7712e-02, 4.2333e-02, -1.9464e-01, 3.7394e-02,\n", + " -2.0832e-01, 1.2962e-01, 2.6202e-01, -2.1355e-01, -3.4018e-02,\n", + " 1.0503e-02, -7.0151e-02, -1.5101e-01, -5.4392e-02, -1.5883e-01,\n", + " -1.2751e-02, 1.2471e-01, 1.5871e-02, 1.4900e-01, -1.8499e-01,\n", + " -1.1662e-02, -1.0970e-01, -9.6448e-02, -5.1222e-02, -1.8194e-01,\n", + " 3.5967e-03, 5.7948e-02, 3.1753e-02, 4.7772e-02, 9.8228e-02,\n", + " -1.6950e-02, -3.8783e-03, -1.9597e-01, -5.0622e-02, -2.1524e-01,\n", + " -2.7248e-01, -7.4193e-02, 4.7427e-02, 8.7588e-02, -7.8666e-02,\n", + " -1.1951e-01, 3.0464e-02, 6.7082e-02, -8.5915e-02, 1.2746e-02,\n", + " 5.4255e-02, 3.1415e-02, 1.7812e-02, -1.0409e-02, 1.1163e-02,\n", + " -3.4429e-02, -8.5781e-02, 1.2418e-01, -6.7287e-02, 3.8630e-02,\n", + " -9.4615e-03, -7.6570e-02, 7.7781e-03, -1.1548e-01, -5.4246e-02,\n", + " 5.2068e-03, 5.1190e-02, -1.6957e-01, -1.7396e-01, 3.6970e-02,\n", + " -2.4187e-02, -2.0029e+00, -1.6407e-02, -1.4806e-01, 4.4287e-02,\n", + " -1.2524e-01, -2.5100e-01, 6.7725e-02, -4.2504e-02, -8.3310e-02,\n", + " 1.2121e-01, 1.1843e-01, 1.1215e-01, 1.8345e-03, 7.0474e-02,\n", + " 3.0512e-03, -2.2673e-01, -1.7632e-01, 8.5775e-02, -1.7479e-01,\n", + " -5.9883e-02, -9.3512e-02, -6.6348e-03, 1.6602e-02, -3.7331e-02,\n", + " -1.5731e-01, -4.0634e-03, 2.1437e-02, 1.9360e-01, -1.7529e-01,\n", + " -3.3552e-02, -3.4553e-02, 3.9529e-02, -5.6082e-02, -1.5954e-01,\n", + " 9.0531e-02, -5.4529e-02, -8.4778e-02, -3.7641e-02, -3.2706e-02,\n", + " -7.4008e-02, -2.4567e-01, -3.3352e-04, -1.0277e-01, -1.9596e-01,\n", + " 2.0938e-02, 2.5293e-03, -2.6667e-01, -1.8043e-01, 1.5065e-01,\n", + " 1.2584e-02, -1.7929e-01, -2.3455e-01, 1.6269e-01, -1.7313e-01,\n", + " 1.5415e-02, -2.3525e-01, -3.3482e-03, -7.4471e-02, -4.5411e-02,\n", + " 2.7673e-02, 4.9929e-02, 1.7176e-01, -1.6694e-02, -2.4801e-02,\n", + " 7.3893e-02, -2.4601e-01, 1.5642e-02, -8.7047e-02, -1.8164e-01,\n", + " -1.1513e-02, -4.8777e-02, 3.3416e-02, -8.9597e-02, 6.5705e-02,\n", + " 1.0950e-01, -1.7611e-01, -7.0539e-02, -1.7197e-01, -1.0761e-01,\n", + " 6.4050e-03, -3.4898e-01, -8.8903e-02, 7.7862e-02, 5.3062e-02,\n", + " -1.2054e-01, 5.5860e-02, -9.5683e-02, 8.8151e-02, -5.5596e-02,\n", + " -1.0295e-02, -1.0288e-01, -2.8387e-03, 1.1371e-02, -7.9308e-02,\n", + " -1.2272e-01, -1.3956e-01, -3.4266e-02, -1.7620e-01, -2.7926e-01,\n", + " 2.8323e-02, 1.7076e-01, -1.0466e-01, -2.1172e-02, -6.9358e-02,\n", + " -1.4097e-02, 1.6239e-01, 2.1466e-02, -1.7813e-01, -9.3061e-02,\n", + " -2.5623e-02, -1.1394e-01, 2.8787e-02, -1.6209e-02, -4.7511e-02,\n", + " -1.4398e-02, -1.4870e-02, -8.2321e-02, -7.8860e-04, 4.8956e-02,\n", + " -3.0010e-02, 8.6538e-02, -6.4840e-02, -1.7205e-01, -4.1212e-02,\n", + " 1.9081e-01, -6.0681e-02, -9.5607e-03, -1.3612e-02, 2.2754e-02,\n", + " -1.2482e-01, -4.8257e-02, -2.5563e-03, -5.4207e-02, -8.7969e-02,\n", + " 2.5370e-01, -8.3992e-02, 2.2473e-02, -2.8809e-01, 4.6314e-02,\n", + " -1.8008e-01, 1.9084e-01, 1.1078e-01, -2.0788e-01, 2.0804e-02,\n", + " -2.3081e-02, 4.3814e-03, -1.8993e-01, 9.6563e-03, 7.8980e-02,\n", + " -7.3118e-02, -1.6445e-01, -1.1687e-01, 3.1638e-02, 1.3645e-01,\n", + " -3.6535e-02, -8.1213e-02, 1.1619e-01, 3.2536e-02, -2.0412e-01,\n", + " 1.1926e-01, -5.3010e-02, -1.1263e-01, -3.1319e-04, -9.0229e-02,\n", + " -3.1579e-01, -2.0241e-01, 5.4120e-02, 2.7079e-01, 8.5984e-02,\n", + " -1.0727e-01, -8.8298e-02, 1.1348e-01, 5.0311e-02, -7.7398e-02,\n", + " -1.2515e-01, 1.1163e-02, 1.6500e-01, 3.9051e-02, -3.2798e-02,\n", + " -7.8474e-02, -6.2953e-02, -1.1776e-01, -3.1446e-02, -1.9581e-01,\n", + " -7.0297e-02, 3.3361e-02, -8.2373e-02, -5.6821e-02, -1.0619e-01,\n", + " -8.0503e-02, 6.5672e-02, 1.0622e-01, -1.5506e-03, -2.2421e-01,\n", + " 2.0279e-02, -2.0314e-02, 3.7313e-02, 6.9882e-02, -2.0116e-01,\n", + " -1.2390e-01, 1.7524e-01, 1.0243e-01, -1.4295e-01, -7.6353e-02,\n", + " -1.1770e-01, 4.1140e-01, -1.1487e-01, -5.4943e-02, 2.4503e-02,\n", + " -2.5039e-02, -9.9587e-03, 1.3072e-01, 4.5926e-02, 6.9544e-02,\n", + " -7.6750e-02, 9.1954e-03, 5.9608e-02, -3.2196e-02, 9.0296e-02,\n", + " 5.4665e-02, 4.9343e-03, -1.0184e-01, -3.1093e-02, 1.8238e-02,\n", + " 9.9516e-02, 5.0099e-02, 7.2726e-02, 7.4661e-02, 5.8317e-02,\n", + " 4.7681e-02, -2.1888e-01, -1.2824e-01, -9.2001e-03, -1.6924e-01,\n", + " -6.6007e-02, -1.3145e-01, 4.5609e-03, -1.6963e-02, -1.3881e-01,\n", + " 1.0726e-01, 2.6847e-02, 3.4012e-02, 4.9686e-02, -1.8051e-02,\n", + " 8.1117e-02, 7.6936e-02, -1.9907e-01, 6.5518e-02, 3.7947e-02,\n", + " 1.7338e-01, 1.2515e-01, 9.0665e-02, 1.9960e-01, -4.3784e-02,\n", + " 5.2904e-02, 2.0929e-02, -1.6854e-02, 1.5526e-01, 4.2797e-02,\n", + " -1.6666e-01, 8.8338e-02, 3.4787e-02, -1.3183e-01, 6.8483e-03,\n", + " -1.1000e-01, 2.1009e-03, 6.8067e-02, -8.9118e-02, 1.4793e-02,\n", + " -1.6388e-04, 1.5776e-01, 1.5675e-01, 6.6618e-02, -7.9542e-02,\n", + " -3.3404e-02, 7.5338e-02, -5.6420e-04, -3.5606e-02, -9.3587e-02,\n", + " 9.2658e-02, -9.2517e-02, 7.0557e-02, -5.0336e-02, 2.2185e-02,\n", + " -1.4681e-01, 8.1938e-02, 1.2301e-01, -9.9737e-04, 1.2787e-01,\n", + " 1.2926e-01, 7.8904e-03, -1.3817e-01, -1.2626e-01, 7.1758e-02,\n", + " 1.2637e-02, 1.4702e-01, 1.2193e-01, 5.9977e-02, -8.4220e-02,\n", + " -6.7759e-02, 9.1227e-03, 1.9597e-01, -4.7183e-02, -1.7960e-01,\n", + " -1.3921e-02, 1.3795e-01, 9.7247e-02, -1.0703e-01, -7.5525e-03,\n", + " -1.1469e-01, 7.2541e-02, 3.9003e-02, 6.0241e-02, -1.7668e-02,\n", + " 2.8879e-02, -1.7712e-01, 5.5653e-02, -9.0197e-02, 7.4972e-03,\n", + " 7.0543e-02, -7.4826e-02, -1.9866e-01, 1.0185e-02, 1.5340e-01,\n", + " 1.0733e-01, 9.5544e-02, 2.8146e-02, 5.1150e-02, 7.7695e-02,\n", + " -1.9368e-03, -2.9277e-02, 2.9241e-02, 7.2927e-04, -6.6681e-02,\n", + " 9.3101e-02, -4.8289e-02, 2.2985e-03, -5.3752e-02, 4.0573e-02,\n", + " -5.7318e-02, -8.1010e-03, -6.3683e-02, -7.2191e-02, 9.4628e-02,\n", + " -5.2318e-02, -1.1188e-02, -1.4373e-01, -1.0095e-01, 9.2550e-02,\n", + " 1.4976e-02, 1.3774e-01, 3.3899e-02, 1.1200e-01, 2.6986e-01,\n", + " 3.4651e-03, -7.7195e-03, 5.8274e-02, -2.8220e-02, -2.8953e-02,\n", + " -1.3285e-02, -6.1327e-02, -8.6871e-02, -8.7978e-02, 2.3760e-02,\n", + " 3.0763e-02, 4.1973e-02, -5.4904e-02, 4.5272e-02, 6.6180e-02,\n", + " -6.3239e-02, -1.8968e-01, -2.3140e-02, 1.1470e-01, -2.4152e-01,\n", + " -1.0144e-02, -1.4280e-01, 1.4466e-01, 1.6719e-02, 3.3186e-02,\n", + " 6.6674e-02, 7.5298e-02, -3.1020e-02, -2.2641e-01, -1.7237e-01,\n", + " 1.4496e-01, -3.4159e-02, 1.8037e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0930, -0.1586, -0.1063, ..., -0.1438, -0.1664, -0.1834],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.2544e-02, 5.6817e-02, 3.7204e-02, 1.9364e-02, 9.1342e-02,\n", + " 3.2675e-02, 6.5880e-02, 1.3847e-01, -1.6407e-02, 8.2323e-03,\n", + " 6.2065e-02, 6.6677e-02, -6.7561e-02, 2.7021e-02, -1.3584e-02,\n", + " 3.0395e-02, 1.2204e-01, 4.7592e-02, -4.5394e-02, 1.0054e-02,\n", + " -2.1547e-02, -1.1285e-02, 4.0456e-02, -4.1223e-03, 2.9743e-02,\n", + " 1.0183e-01, -7.5752e-02, 3.5286e-02, -1.3756e-01, 9.9846e-02,\n", + " 4.0816e-02, -5.7017e-02, 4.2638e-02, -5.7830e-02, 4.6456e-03,\n", + " 3.8609e-02, -5.2873e-02, -1.5381e-02, -7.0085e-02, -7.2426e-02,\n", + " -2.7319e-02, -3.9864e-02, -2.5672e-02, 3.4128e-02, -2.9014e-02,\n", + " 9.5919e-03, 3.5674e-02, 1.4043e-01, -2.4713e-02, -6.0852e-02,\n", + " 1.9859e-02, -4.0350e-02, 7.4133e-02, -1.3085e-01, 2.1301e-02,\n", + " 1.4058e-01, 6.9339e-02, -1.7016e-01, -9.0291e-03, -6.6102e-02,\n", + " 4.7060e-02, 1.3335e-01, -1.1467e-01, 6.7169e-02, 2.0177e-02,\n", + " 4.4230e-02, -1.9409e-02, -1.4609e-02, -6.1882e-02, -2.3383e-02,\n", + " -4.8315e-02, 1.1747e-02, 6.0563e-03, -3.2072e-03, 2.4005e-02,\n", + " -2.4157e-03, 3.4787e-02, -5.9102e-02, -2.6247e-02, 3.9295e-02,\n", + " 8.2967e-02, 1.3392e-02, 3.9425e-02, 6.8036e-02, 5.2766e-02,\n", + " -1.0491e-01, 7.4572e-02, 2.7015e-02, -9.0749e-02, 8.3239e-02,\n", + " -9.9134e-02, -1.0054e-01, 1.5462e-01, -1.0747e-01, 7.9171e-02,\n", + " -1.1430e-01, 2.0448e-01, 7.7033e-03, 8.0450e-03, -3.4731e-02,\n", + " 9.0649e-03, -5.6462e-02, 1.0705e-01, -6.8804e-02, 4.6729e-02,\n", + " 5.1844e-02, 6.3267e-02, -5.9450e-02, -9.7959e-02, -8.4143e-02,\n", + " -9.5573e-02, 2.6785e-02, -1.1268e-01, 2.1350e-02, -2.4357e-02,\n", + " 7.6655e-02, 2.3224e-02, -5.4067e-03, -6.6708e-02, 1.0006e-02,\n", + " -3.2461e-02, 1.9154e-02, 1.1577e-02, 3.2083e-02, 1.2289e-01,\n", + " -1.2658e-01, -1.5112e-02, 5.1694e-02, -3.7401e-02, -4.6215e-03,\n", + " 2.7769e-02, -1.0618e-02, -8.7438e-02, 2.3426e-02, -3.3991e-03,\n", + " -8.4568e-03, 3.8350e-02, 7.5604e-02, 5.0480e-02, -8.9761e-02,\n", + " -2.6782e-02, 9.9710e-02, 3.0182e-02, 3.9131e-03, -8.4853e-03,\n", + " 4.5492e-02, 1.3815e-02, 6.8432e-03, -1.2965e-01, 6.9543e-02,\n", + " -2.0106e-02, 5.0416e-02, -8.8329e-02, -2.3794e-02, -9.1684e-02,\n", + " -4.1710e-02, 6.6093e-02, 4.3864e-02, -3.9052e-02, -2.2976e-02,\n", + " -3.9221e-03, -1.8546e-02, -4.0363e-05, -6.3819e-02, -9.4555e-02,\n", + " 8.3685e-02, 8.9160e-02, -8.4937e-03, -1.0615e-01, -5.6247e-02,\n", + " 4.3692e-02, 2.3189e-02, -4.6520e-02, -3.5978e-02, 1.4372e-02,\n", + " 1.4121e-01, 8.0666e-03, -4.3369e-03, -4.2203e-02, -7.4333e-02,\n", + " -4.2663e-02, 4.6565e-02, -8.1765e-02, 2.3760e-02, 4.6459e-03,\n", + " -9.3088e-02, -1.9938e-02, 1.1160e-03, -1.3506e-02, -4.7692e-02,\n", + " -3.0792e-02, -1.4656e-02, 4.8974e-02, -6.9759e-02, 8.1377e-02,\n", + " -1.6209e-02, 7.0576e-02, 1.4895e-01, 1.2378e-02, 5.3108e-02,\n", + " -1.0627e-01, -9.4754e-02, 5.9448e-02, -9.8340e-02, -3.6880e-02,\n", + " -1.3571e-02, 3.4467e-02, -2.2740e-03, 4.3932e-02, 1.1491e-02,\n", + " -4.8052e-03, 2.3152e-05, 5.7070e-02, 1.0821e-01, -4.0648e-02,\n", + " 4.8138e-02, -5.4059e-02, -1.6098e-02, 2.4344e-01, -4.4878e-02,\n", + " 9.1523e-02, 1.1393e-01, -2.9625e-04, -4.0298e-02, -3.0650e-02,\n", + " 1.1411e-01, -9.5676e-02, 2.2739e-02, 9.6847e-02, 3.2360e-02,\n", + " -1.0303e-01, 6.1588e-02, 6.5167e-02, -9.4439e-03, -5.0424e-02,\n", + " 6.9330e-03, -3.8257e-02, 5.5862e-02, -4.0036e-02, -7.9758e-02,\n", + " 8.8688e-02, -8.7189e-02, -5.1602e-02, 1.1264e-01, 1.0116e-01,\n", + " 7.7208e-02, -1.6457e-02, -6.0034e-02, -5.8943e-02, 2.1680e-02,\n", + " -1.1666e-01, 2.1685e-03, 2.7064e-02, 6.1199e-02, 6.8233e-02,\n", + " -7.3535e-02, 4.8461e-02, -4.4123e-02, -3.3375e-03, -2.9521e-02,\n", + " 3.8175e-02, -3.3295e-02, -2.1666e-02, 6.3270e-02, -1.7775e-02,\n", + " -1.4034e-01, -4.5999e-02, -4.3679e-02, 5.0029e-02, -5.3373e-02,\n", + " -1.2027e-02, 6.1547e-02, -6.8495e-02, 7.7777e-02, 6.9603e-02,\n", + " -1.7344e-01, -1.7418e-02, 2.2621e-02, 8.9350e-02, -8.4139e-02,\n", + " 4.6954e-02, 4.1104e-02, -8.0503e-02, 5.4188e-02, -1.4641e-02,\n", + " 1.3365e-02, 4.5800e-02, 2.3375e-02, -5.2463e-02, -2.3985e-03,\n", + " -6.6481e-02, -3.5017e-02, -8.0917e-02, -7.7162e-02, 3.1328e-02,\n", + " 1.8796e-02, 1.5080e-01, 5.6170e-02, 5.8742e-02, 3.2823e-03,\n", + " 7.1527e-02, 7.6941e-02, 3.6495e-02, 7.9674e-02, 7.6101e-02,\n", + " -8.1014e-02, -1.5293e-02, 3.1313e-02, -5.1907e-01, -4.5097e-02,\n", + " -6.0271e-02, -6.0700e-02, 2.4623e-02, 7.0871e-02, -1.1377e-02,\n", + " 8.0395e-02, -3.0170e-02, -4.7170e-02, -2.3999e-02, 1.2969e-01,\n", + " -3.6875e-02, 6.8095e-02, -2.0271e-02, -1.3562e-01, 1.7620e-02,\n", + " -1.1701e-01, 5.6245e-02, 1.2074e-01, -3.8575e-02, -8.8433e-03,\n", + " 7.2107e-02, -6.6864e-02, -7.3793e-02, 1.4921e-01, -2.3480e-02,\n", + " -1.3064e-02, -1.0266e-01, -4.2625e-02, -7.0491e-02, -1.2217e-02,\n", + " 8.9819e-02, 6.1641e-02, 5.4562e-03, 7.8268e-02, -2.4393e-02,\n", + " -1.1474e-01, 6.5307e-02, -5.5856e-02, 3.2145e-02, -2.5030e-03,\n", + " -6.1180e-02, -1.0853e-01, -2.8987e-03, -1.4290e-01, 9.7155e-02,\n", + " -4.6189e-03, -2.3300e-02, -2.2915e-02, 2.2088e-02, 9.2248e-02,\n", + " 7.2799e-02, -2.9247e-02, 1.1473e-01, 4.0883e-02, 1.1421e-01,\n", + " 3.8988e-02, -1.2531e-01, 1.6792e-03, -7.9815e-03, -3.4973e-02,\n", + " -3.2028e-02, 1.9556e-02, -3.6990e-02, -4.6339e-02, -6.7080e-02,\n", + " -2.3051e-02, -1.2148e-02, -9.6852e-02, -8.2690e-02, 5.5001e-02,\n", + " 5.8214e-03, -5.5033e-01, -3.7869e-02, -1.1841e-01, 1.0324e-02,\n", + " -2.5863e-02, -6.8766e-02, 4.8433e-02, -2.6156e-02, -7.4403e-02,\n", + " 7.9397e-03, -3.5228e-02, -1.2269e-03, -8.2261e-02, 6.8233e-02,\n", + " -1.0715e-03, -7.7529e-02, -7.0584e-02, -4.6056e-02, -2.9065e-02,\n", + " -8.6351e-02, -3.8650e-02, -4.2292e-02, 7.5101e-03, -9.2138e-02,\n", + " -3.8444e-02, -2.7626e-02, -3.7021e-02, -2.7989e-02, 1.7566e-03,\n", + " -4.1745e-02, 7.9009e-03, 2.6998e-02, 6.2970e-02, -8.6371e-02,\n", + " 5.7356e-02, -9.5336e-02, -8.9536e-02, 4.5160e-02, 2.6591e-02,\n", + " 6.7018e-02, -2.2639e-01, 8.1385e-03, -7.6415e-03, -6.4598e-02,\n", + " 5.1353e-03, -8.3249e-03, -1.9122e-02, -2.1627e-02, 5.9331e-02,\n", + " -4.1171e-03, -4.3423e-02, 2.0023e-02, 3.0131e-02, -1.2384e-01,\n", + " 3.3949e-02, -3.0563e-03, -9.5711e-02, 1.8878e-02, -2.5619e-02,\n", + " -2.3866e-02, 1.6302e-02, 8.7193e-03, 8.9052e-03, -9.5401e-04,\n", + " -5.6591e-02, 5.6655e-02, 9.5241e-03, -4.3609e-02, -3.7869e-02,\n", + " 8.2998e-04, -4.8383e-03, 1.8090e-02, 6.3112e-03, 4.2111e-02,\n", + " 1.4497e-01, 6.5545e-02, 4.9475e-02, -4.6175e-02, -6.1426e-02,\n", + " 3.4534e-02, -5.5321e-02, -4.4363e-02, -1.6927e-02, 1.3033e-01,\n", + " 3.0333e-02, 5.6346e-02, -7.9621e-02, -4.0134e-02, 5.2309e-02,\n", + " -9.2470e-03, -3.3068e-02, 5.4537e-02, -3.7662e-02, 4.1894e-02,\n", + " -7.3469e-02, -7.2490e-03, 1.9599e-02, -7.6068e-02, -1.2602e-01,\n", + " 4.8756e-02, -1.3645e-03, -7.8661e-02, -1.7227e-01, -8.5894e-02,\n", + " -5.5935e-02, 9.0466e-02, 8.0080e-02, -7.0740e-02, 1.1140e-02,\n", + " -2.0970e-02, 2.1583e-02, -4.9265e-02, 8.5065e-02, 5.7874e-03,\n", + " -4.5332e-02, 1.6279e-02, -7.0001e-03, 5.0941e-02, 4.0125e-02,\n", + " 3.2666e-02, 5.0612e-03, -8.6874e-02, -2.4811e-02, 4.0816e-02,\n", + " 1.0425e-01, 6.3627e-02, -1.5360e-02, -8.8921e-02, 3.0089e-04,\n", + " -3.6022e-02, -7.6921e-02, 6.7074e-03, -4.6466e-03, 6.7263e-02,\n", + " 1.6610e-01, -6.3302e-02, -4.6526e-03, 6.3816e-02, 7.4654e-02,\n", + " -2.6275e-02, 1.1368e-02, 4.8783e-02, 4.8637e-02, -6.0188e-02,\n", + " 4.8186e-02, -7.4656e-02, -5.7696e-02, 8.7806e-03, 1.4224e-01,\n", + " 1.0934e-01, 1.6218e-02, -7.1475e-02, -3.4238e-02, 3.1544e-02,\n", + " -1.0248e-01, -1.4596e-02, 2.7661e-02, 3.3668e-02, -1.0898e-01,\n", + " 6.0109e-02, -4.6495e-02, 1.1412e-02, -1.2427e-02, 9.5275e-03,\n", + " 4.6985e-02, -4.0084e-02, 7.9279e-02, 3.5121e-02, 6.7332e-02,\n", + " -4.3213e-02, 3.5287e-02, 5.9591e-02, 1.1888e-02, -5.4324e-02,\n", + " -2.6193e-02, -8.9887e-02, 3.9822e-02, -1.6125e-02, -6.7019e-02,\n", + " -4.7905e-02, 2.9515e-02, -3.4412e-03, -2.5717e-02, -5.8606e-02,\n", + " 6.4155e-02, 2.2732e-02, 1.9916e-02, 1.2516e-02, -2.9456e-02,\n", + " -2.7244e-02, 3.4631e-02, 1.8101e-02, 6.1222e-02, -7.2865e-02,\n", + " -2.2831e-03, 5.5052e-02, -1.8558e-01, -1.4144e-02, 3.3238e-02,\n", + " -1.1686e-01, 8.4221e-02, 1.2431e-01, -4.4451e-02, 1.7096e-02,\n", + " -2.6241e-02, 1.6177e-01, 5.0047e-02, -3.3098e-02, 1.1551e-02,\n", + " 4.5538e-02, -9.3054e-02, 1.8281e-02, 4.9398e-02, 2.7666e-02,\n", + " -8.7666e-02, -2.5564e-02, 7.3716e-02, -1.2737e-02, 3.4324e-02,\n", + " 7.6191e-02, 6.5218e-02, -2.2531e-02, 3.1032e-02, 6.4065e-02,\n", + " 1.8693e-02, 2.4132e-02, -1.7133e-02, -2.6653e-02, 4.6629e-02,\n", + " 4.0507e-03, -1.3375e-02, 4.2953e-02, -9.5762e-03, -1.1711e-01,\n", + " 2.5943e-02, -3.9893e-02, 2.1431e-02, 3.7443e-02, -3.3188e-02,\n", + " 9.2722e-02, 7.6100e-02, -2.2879e-02, 5.4379e-02, -7.1734e-02,\n", + " 6.8183e-02, 7.7931e-02, -9.8835e-02, -9.6170e-02, -5.5112e-02,\n", + " 7.4807e-02, 4.3049e-02, 3.9609e-02, 9.2974e-02, -8.2168e-02,\n", + " -4.9999e-02, -1.4871e-02, 3.1284e-02, 2.0841e-02, -7.2395e-02,\n", + " -8.4716e-02, 5.9776e-02, -1.9951e-02, -7.2559e-02, 4.0325e-03,\n", + " -3.0500e-03, 3.2379e-02, 1.0089e-01, 1.5192e-02, 1.2465e-01,\n", + " 5.1645e-02, -1.4799e-02, 3.6625e-02, 6.4302e-02, -8.9043e-02,\n", + " -5.8058e-02, 5.6297e-02, -5.0696e-02, 9.9756e-03, -4.4567e-02,\n", + " 4.0293e-02, -2.9394e-02, 2.3886e-02, -3.0619e-02, -1.5587e-02,\n", + " -9.9104e-03, 5.5242e-02, 2.0337e-01, 5.0747e-02, 1.3689e-02,\n", + " 1.0028e-01, 9.9823e-03, -1.7688e-02, 3.3145e-02, 6.3340e-02,\n", + " -1.9347e-02, 6.9764e-02, -1.9037e-02, -7.9368e-03, 1.2824e-02,\n", + " -3.2686e-02, -3.6289e-02, 1.1228e-01, 7.2105e-03, 5.4941e-02,\n", + " 2.8039e-02, 3.6739e-02, 9.7780e-02, -1.5107e-02, -6.9768e-02,\n", + " -1.9910e-02, -6.5827e-02, 5.9197e-02, -1.3457e-02, 6.0836e-02,\n", + " 2.2396e-02, -1.0204e-01, 5.8928e-03, -1.1252e-01, -8.6280e-02,\n", + " 7.6683e-02, -7.4889e-02, 1.0437e-01, 5.2071e-02, 2.2317e-02,\n", + " 6.9638e-02, 3.9984e-02, -3.5737e-02, 1.1387e-01, 3.8984e-02,\n", + " 3.7591e-02, 8.6846e-02, 1.1663e-01, 5.4582e-02, -5.7054e-02,\n", + " 4.6936e-03, 2.0788e-02, -6.7385e-03, 3.5726e-02, -2.1339e-02,\n", + " -9.2526e-02, -1.6031e-02, -5.8040e-02, -2.8340e-02, 1.1060e-01,\n", + " -1.7007e-02, 3.1471e-02, -9.7770e-02, -1.2477e-02, 6.4481e-02,\n", + " 1.0773e-01, 4.6812e-02, 3.6445e-02, -7.0640e-03, 1.8942e-01,\n", + " -1.8769e-01, 7.4688e-03, 1.6733e-01, 5.4639e-03, 5.4661e-02,\n", + " -1.0573e-03, 1.0984e-02, -1.2574e-03, 5.7423e-02, -8.6233e-02,\n", + " 4.9798e-02, -1.9263e-02, -6.3470e-02, 1.2977e-01, -2.5561e-02,\n", + " -4.5092e-02, 1.5575e-02, -7.3584e-02, 9.3936e-02, -1.4514e-01,\n", + " 2.1036e-02, -1.1701e-01, 2.9094e-02, 1.4522e-01, -1.3164e-01,\n", + " -7.4126e-02, 8.2227e-02, -5.8983e-02, 3.0818e-02, -6.5273e-02,\n", + " 3.1150e-02, -5.5271e-03, 5.2680e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8674, 0.8657, 0.8152, 0.8230, 0.8306, 0.8529, 0.8339, 0.8639, 0.8716,\n", + " 0.8443, 0.8240, 0.8223, 0.8077, 0.7978, 0.8754, 0.8136, 0.8119, 0.8311,\n", + " 0.8552, 0.8434, 0.8588, 0.8129, 0.8532, 0.8227, 0.8276, 0.8170, 0.7878,\n", + " 0.8443, 0.7901, 0.8476, 0.8661, 0.8209, 0.8231, 0.8484, 0.8709, 0.8646,\n", + " 0.8452, 0.8612, 0.8214, 0.7955, 0.8725, 0.8424, 0.8613, 0.8339, 0.8703,\n", + " 0.8313, 0.8546, 0.8885, 0.8807, 0.8609, 0.8526, 0.8554, 0.8141, 0.7768,\n", + " 0.7984, 0.8096, 0.8483, 0.7708, 0.8774, 0.8101, 0.8535, 0.8168, 0.7408,\n", + " 0.8179, 0.8547, 0.8272, 0.8457, 0.8366, 0.8339, 0.8396, 0.8686, 0.8604,\n", + " 0.8533, 0.8030, 0.8597, 0.7781, 0.8447, 0.7554, 0.8051, 0.8204, 0.8792,\n", + " 0.8866, 0.8493, 0.8423, 0.7918, 0.8224, 0.8283, 0.8577, 0.8585, 0.8594,\n", + " 0.8178, 0.8404, 0.5863, 0.8197, 0.8061, 0.8181, 0.7374, 0.8033, 0.8645,\n", + " 0.8645, 0.8743, 0.8730, 0.8526, 0.8295, 0.8237, 0.7393, 0.8393, 0.8601,\n", + " 0.8277, 0.8112, 0.8216, 0.8461, 0.8095, 0.8346, 0.8622, 0.8302, 0.8454,\n", + " 0.8733, 0.8572, 0.8041, 0.8251, 0.7852, 0.8271, 0.8307, 0.7495, 0.7904,\n", + " 0.8316, 0.7766, 0.8430, 0.8269, 0.8847, 0.8272, 0.7552, 0.8164, 0.8474,\n", + " 0.8623, 0.8470, 0.8032, 0.8418, 0.7735, 0.8649, 0.8609, 0.8570, 0.8671,\n", + " 0.8227, 0.6716, 0.8633, 0.8232, 0.8210, 0.7913, 0.8429, 0.8190, 0.7623,\n", + " 0.8550, 0.8679, 0.8278, 0.8550, 0.8129, 0.8588, 0.7591, 0.8480, 0.8712,\n", + " 0.8446, 0.8664, 0.8454, 0.8544, 0.8545, 0.8143, 0.7320, 0.8537, 0.8688,\n", + " 0.8421, 0.7921, 0.8430, 0.8623, 0.7666, 0.8117, 0.8319, 0.8106, 0.8320,\n", + " 0.8239, 0.8612, 0.8482, 0.8587, 0.8658, 0.8434, 0.8602, 0.8179, 0.8507,\n", + " 0.8402, 0.8759, 0.7997, 0.7991, 0.8380, 0.8296, 0.8449, 0.8783, 0.7909,\n", + " 0.8165, 0.8000, 0.8434, 0.8487, 0.7419, 0.8303, 0.8427, 0.8103, 0.8565,\n", + " 0.8099, 0.8502, 0.8147, 0.8235, 0.8747, 0.8139, 0.8232, 0.8591, 0.7794,\n", + " 0.7805, 0.8570, 0.7916, 0.8374, 0.8530, 0.8154, 0.8522, 0.8161, 0.8324,\n", + " 0.6877, 0.8006, 0.8216, 0.8697, 0.8452, 0.8123, 0.8715, 0.8296, 0.8672,\n", + " 0.8704, 0.8373, 0.8224, 0.8075, 0.8568, 0.7922, 0.8315, 0.8814, 0.8590,\n", + " 0.8309, 0.8318, 0.7833, 0.8204, 0.8175, 0.8017, 0.7534, 0.8319, 0.8029,\n", + " 0.8359, 0.8754, 0.8591, 0.8136, 0.7565, 0.8207, 0.8449, 0.8298, 0.8837,\n", + " 0.8587, 0.8922, 0.8564, 0.8362, 0.7635, 0.8549, 0.8251, 0.8540, 0.8695,\n", + " 0.8479, 0.8503, 0.8318, 0.8502, 0.8849, 0.8810, 0.7733, 0.8495, 0.8288,\n", + " 0.8406, 0.7666, 0.8563, 0.8717, 0.7908, 0.8420, 0.8305, 0.8399, 0.8603,\n", + " 0.8506, 0.8631, 0.7992, 0.8054, 0.8406, 0.8274, 0.8245, 0.7729, 0.7821,\n", + " 0.7891, 0.8383, 0.8423, 0.8618, 0.8344, 0.8597, 0.8549, 0.7896, 0.8470,\n", + " 0.8118, 0.8482, 0.7525, 0.8340, 0.8260, 0.7688, 0.8008, 0.8371, 0.8671,\n", + " 0.8303, 0.8641, 0.8564, 0.8251, 0.7501, 0.8275, 0.8081, 0.7835, 0.8270,\n", + " 0.8543, 0.8718, 0.8302, 0.8581, 0.8724, 0.8467, 0.8038, 0.7754, 0.8587,\n", + " 0.8512, 0.8394, 0.8449, 0.8375, 0.8640, 0.8584, 0.8466, 0.8094, 0.8994,\n", + " 0.8064, 0.8720, 0.8175, 0.7676, 0.8702, 0.8458, 0.8337, 0.8445, 0.8233,\n", + " 0.8853, 0.8640, 0.7894, 0.8630, 0.8524, 0.8283, 0.8194, 0.8441, 0.8239,\n", + " 0.8516, 0.8275, 0.8105, 0.8163, 0.8414, 0.8599, 0.7949, 0.8605, 0.8476,\n", + " 0.8175, 0.8510, 0.8464, 0.8782, 0.8451, 0.8381, 0.8573, 0.8554, 0.8495,\n", + " 0.8259, 0.8694, 0.8506, 0.3747, 0.8498, 0.8378, 0.8379, 0.8446, 0.8040,\n", + " 0.8613, 0.8558, 0.8582, 0.8059, 0.8287, 0.8308, 0.8103, 0.8676, 0.8892,\n", + " 0.8340, 0.7817, 0.8371, 0.8525, 0.8511, 0.7937, 0.7904, 0.8573, 0.7860,\n", + " 0.8099, 0.8591, 0.8408, 0.8226, 0.8633, 0.8343, 0.8322, 0.8530, 0.8805,\n", + " 0.8474, 0.8051, 0.8242, 0.8547, 0.8355, 0.7933, 0.8387, 0.7534, 0.8618,\n", + " 0.8247, 0.8325, 0.8285, 0.8451, 0.8163, 0.8362, 0.7565, 0.8588, 0.7983,\n", + " 0.8117, 0.7815, 0.8563, 0.8815, 0.8266, 0.8458, 0.8471, 0.8534, 0.8275,\n", + " 0.8676, 0.8038, 0.7566, 0.8555, 0.8442, 0.8268, 0.8452, 0.8388, 0.7940,\n", + " 0.8651, 0.8572, 0.8672, 0.8447, 0.8797, 0.8654, 0.8461, 0.8597, 0.8168,\n", + " 0.8319, 0.8416, 0.7461, 0.8808, 0.8524, 0.8465, 0.7976, 0.7980, 0.8237,\n", + " 0.8295, 0.8529, 0.8613, 0.8144, 0.8583, 0.8879, 0.8154, 0.8372, 0.8165,\n", + " 0.8494, 0.8304, 0.7952, 0.8515, 0.8151, 0.7587, 0.8403, 0.8232, 0.8434,\n", + " 0.8265, 0.8558, 0.8190, 0.8510, 0.8347, 0.8333, 0.8219, 0.8600, 0.8667,\n", + " 0.8395, 0.7904, 0.8157, 0.8558, 0.8248, 0.8132, 0.8460, 0.8326, 0.7925,\n", + " 0.8085, 0.8700, 0.8153, 0.8540, 0.8614, 0.8758, 0.7856, 0.8296, 0.8509,\n", + " 0.8780, 0.8362, 0.7664, 0.8676, 0.7725, 0.8394, 0.8427, 0.8535, 0.7693,\n", + " 0.8481, 0.8477, 0.8393, 0.8613, 0.8360, 0.8424, 0.8504, 0.7861, 0.8425,\n", + " 0.8077, 0.8874, 0.8479, 0.8502, 0.8131, 0.8483, 0.8486, 0.7966, 0.9152,\n", + " 0.8129, 0.7986, 0.8612, 0.8219, 0.8705, 0.7923, 0.8375, 0.8508, 0.7974,\n", + " 0.8298, 0.8654, 0.7911, 0.8266, 0.8531, 0.8562, 0.8569, 0.8529, 0.7973,\n", + " 0.8708, 0.8686, 0.8807, 0.8474, 0.8486, 0.8690, 0.8035, 0.8551, 0.8032,\n", + " 0.8582, 0.8523, 0.8722, 0.8528, 0.8678, 0.8524, 0.7662, 0.8069, 0.8301,\n", + " 0.8856, 0.7782, 0.8565, 0.8455, 0.8160, 0.8556, 0.8549, 0.8209, 0.8534,\n", + " 0.8673, 0.7460, 0.8800, 0.8341, 0.8761, 0.8702, 0.8733, 0.8725, 0.8541,\n", + " 0.8078, 0.8249, 0.8582, 0.8525, 0.8569, 0.8215, 0.8284, 0.8583, 0.8739,\n", + " 0.8528, 0.8584, 0.8158, 0.8666, 0.8231, 0.8241, 0.8571, 0.8700, 0.7922,\n", + " 0.8608, 0.7881, 0.7507, 0.8458, 0.8028, 0.8680, 0.8590, 0.8049, 0.7784,\n", + " 0.8517, 0.8800, 0.8531, 0.8445, 0.8520, 0.8496, 0.8222, 0.8449, 0.8551,\n", + " 0.8312, 0.7918, 0.8266, 0.7886, 0.8609, 0.8216, 0.8727, 0.8704, 0.7921,\n", + " 0.8700, 0.8165, 0.8041, 0.8589, 0.7948, 0.8608, 0.8369, 0.8329, 0.8621,\n", + " 0.8326, 0.8258, 0.8696, 0.8349, 0.8173, 0.8093, 0.7730, 0.8153, 0.8027,\n", + " 0.8658, 0.8484, 0.8369, 0.8377, 0.8613, 0.8449, 0.8591, 0.8599, 0.8251,\n", + " 0.8523, 0.8210, 0.8295, 0.8297, 0.7409, 0.8663, 0.8452, 0.7903, 0.8481,\n", + " 0.8413, 0.8104, 0.8317, 0.8711, 0.8500, 0.8691, 0.8541, 0.8082, 0.8472,\n", + " 0.8596, 0.8396, 0.7980, 0.8760, 0.8516, 0.8630, 0.8548, 0.8595, 0.8349,\n", + " 0.8644, 0.8609, 0.8402, 0.8346, 0.8142, 0.8281, 0.7804, 0.8760, 0.8463,\n", + " 0.8227, 0.8613, 0.8350, 0.8084, 0.8097, 0.8168, 0.8412, 0.8867, 0.8281,\n", + " 0.8564, 0.8209, 0.8406, 0.8209, 0.8479, 0.8427, 0.8607, 0.8807, 0.8474,\n", + " 0.7881, 0.8564, 0.8691, 0.8580, 0.8367, 0.8614, 0.8247, 0.8435, 0.8421,\n", + " 0.8362, 0.8468, 0.8361, 0.8730, 0.9125, 0.7578, 0.8408, 0.8565, 0.8036,\n", + " 0.8725, 0.8054, 0.8608, 0.8317, 0.8728, 0.8415, 0.8296, 0.8444, 0.8336,\n", + " 0.8450, 0.8428, 0.8662, 0.8719, 0.8554, 0.8363, 0.8442, 0.8297, 0.8127,\n", + " 0.8025, 0.8490, 0.8498, 0.8137, 0.8432, 0.8331, 0.8522, 0.8312, 0.8438,\n", + " 0.8001, 0.8290, 0.8655], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1713e-02, -3.2094e-02, -8.6460e-02, 3.7603e-02, -1.3841e-01,\n", + " -2.1814e-02, -9.9134e-02, -8.6274e-02, 1.5932e-03, -1.3814e-02,\n", + " -5.1382e-03, -3.0256e-02, 5.0765e-03, -1.0089e-01, -3.7572e-02,\n", + " -9.4554e-02, -8.8116e-02, -6.7744e-02, -1.3397e-02, -9.7374e-02,\n", + " -1.4343e-01, 1.9257e-02, -1.0515e-01, -1.6315e-01, -3.9220e-02,\n", + " -1.4828e-01, -8.3666e-02, 9.2629e-03, 6.3644e-02, -7.6766e-02,\n", + " -5.3332e-02, -3.0371e-02, -1.1594e-01, 7.3442e-02, -9.5131e-02,\n", + " -4.1702e-03, 3.3848e-02, -4.8474e-02, -1.2355e-01, 1.5333e-01,\n", + " -1.7673e-02, 5.7004e-02, -4.3517e-02, -3.2900e-02, -3.4837e-02,\n", + " -5.8695e-03, -1.6058e-02, -5.9118e-03, -2.4456e-02, 2.5875e-02,\n", + " 5.4317e-02, 6.5860e-03, -1.6350e-01, 3.9801e-02, -9.1907e-02,\n", + " -6.9166e-02, -7.7503e-02, 5.1449e-02, 1.7075e-02, -7.9257e-03,\n", + " 9.9297e-03, -9.8996e-02, -1.1037e-02, -3.0474e-02, -2.9058e-02,\n", + " -1.1638e-01, -1.6238e-02, -3.8018e-02, -2.5555e-02, 3.5732e-02,\n", + " 4.6073e-02, -9.0614e-02, 1.2497e-03, -1.7167e-02, -8.4460e-02,\n", + " -5.1186e-02, -6.5019e-03, -2.7047e-02, -8.3513e-02, -8.0272e-02,\n", + " -2.9322e-02, -6.4086e-02, -2.2243e-02, -7.6187e-02, -3.6619e-02,\n", + " 1.4691e-02, 1.6482e-03, -4.2842e-02, -1.9451e-02, -7.3226e-02,\n", + " -1.8889e-02, 4.4132e-02, -2.4550e-01, -5.9267e-02, -1.2392e-01,\n", + " 2.9678e-02, -1.1626e-01, 5.7071e-02, 1.0054e-02, -2.4589e-03,\n", + " -5.5054e-03, -3.7475e-02, -1.5173e-03, -6.1028e-03, -4.0779e-02,\n", + " -4.8645e-03, 1.7430e-02, -1.2742e-02, 6.0094e-02, -6.1112e-02,\n", + " 3.5650e-02, 4.5236e-04, 3.4306e-02, 4.1614e-02, -1.5417e-02,\n", + " -3.6207e-02, -6.8477e-02, -2.8815e-02, 3.9164e-02, -1.1380e-01,\n", + " 2.7428e-02, 2.5914e-02, -1.4783e-02, -7.8816e-02, -1.0450e-01,\n", + " 2.2856e-02, 2.6447e-02, -1.3940e-01, -1.8582e-02, -1.1796e-02,\n", + " -5.1360e-02, -1.2014e-01, 1.6893e-02, 3.5917e-02, -3.9196e-02,\n", + " 5.2148e-03, -8.1985e-02, -5.5533e-02, 8.3005e-02, -8.3650e-03,\n", + " 1.2964e-02, -5.3943e-02, -5.2047e-02, -7.6415e-02, -8.0936e-02,\n", + " 1.4973e-01, -3.9747e-03, -4.2378e-02, 4.2487e-02, -1.3446e-01,\n", + " -4.6743e-02, -9.2743e-02, 3.6083e-02, -5.8372e-02, -7.0972e-02,\n", + " -5.2488e-02, -7.4117e-02, -7.9393e-02, -6.2443e-02, 6.1688e-02,\n", + " -7.0269e-02, 1.9337e-02, -4.4662e-02, -9.3549e-02, -2.8903e-02,\n", + " -1.0124e-01, -7.1908e-02, -7.3113e-02, 1.2333e-01, -8.8124e-03,\n", + " -8.4983e-03, -4.2498e-02, -1.2183e-02, -1.0582e-01, -2.5920e-02,\n", + " -1.1906e-01, -8.4847e-02, -1.0354e-01, -1.0667e-01, -2.7671e-02,\n", + " -3.3286e-02, -8.2696e-02, 2.4899e-02, -1.0306e-01, -3.5396e-02,\n", + " 1.3258e-02, -1.5426e-01, -9.6510e-02, -1.2668e-01, -6.6671e-02,\n", + " -7.1065e-03, 8.6706e-02, -1.8147e-01, 5.0721e-03, -7.5076e-02,\n", + " -8.4770e-02, -5.9540e-03, -9.4991e-02, -3.6714e-02, 1.6385e-03,\n", + " 1.9781e-02, -6.3155e-02, -8.3023e-02, -6.2318e-02, 4.4197e-02,\n", + " -1.1762e-01, -6.6583e-02, -4.9264e-03, -4.9129e-02, -7.0907e-02,\n", + " 2.3871e-02, 6.3587e-03, -1.3064e-01, -7.3901e-02, -7.8396e-02,\n", + " -2.6756e-02, 3.8502e-02, -3.1373e-02, -5.0993e-02, -3.2467e-02,\n", + " -7.0174e-02, -1.3856e-01, 1.4504e-02, -3.7913e-02, 2.4400e-02,\n", + " -1.4439e-01, -8.7000e-02, -1.8781e-03, -6.3762e-02, 3.1353e-02,\n", + " -3.3743e-02, -3.6532e-03, -4.4338e-02, -5.4284e-02, -1.2272e-02,\n", + " -4.2292e-02, -4.1726e-02, 2.2379e-02, -7.6453e-02, 6.4980e-02,\n", + " -5.3418e-02, -5.6078e-02, -5.8460e-03, -6.6229e-02, -3.0085e-02,\n", + " -4.0553e-02, 2.6263e-02, -7.4665e-02, 6.8832e-02, 8.2867e-02,\n", + " -3.9942e-02, -2.0698e-01, -1.3036e-02, -2.2946e-02, -4.6219e-02,\n", + " 4.8032e-03, 9.3393e-02, -1.6261e-02, -5.1642e-02, -4.6618e-02,\n", + " -3.5134e-02, -1.6012e-02, -1.6761e-02, -5.4778e-02, -2.2342e-02,\n", + " 3.5790e-02, -3.8227e-02, -1.8649e-02, -6.6242e-02, 2.3126e-03,\n", + " -3.9965e-02, -3.7867e-02, 9.0542e-03, -6.2257e-02, 1.3359e-02,\n", + " -2.8074e-02, 1.5215e-02, 5.0341e-02, 1.0392e-02, 2.3788e-02,\n", + " -9.4309e-02, -3.6159e-02, -2.4630e-02, 3.7346e-02, 1.8067e-02,\n", + " -1.0619e-01, -9.7375e-02, -1.1488e-01, -7.6043e-02, -2.0594e-02,\n", + " -9.4342e-02, -5.2809e-03, 3.9558e-02, -1.4925e-02, -1.3752e-01,\n", + " -6.3680e-02, -6.5878e-02, -1.8663e-01, -5.5274e-02, -2.4583e-02,\n", + " -1.0947e-01, -7.7238e-02, 1.7852e-02, -1.1290e-01, -2.1690e-01,\n", + " 2.6890e-02, 6.8976e-03, 8.3894e-03, 7.8486e-01, -4.2197e-02,\n", + " 2.5885e-02, 5.3687e-02, -5.7352e-02, -2.2193e-02, -3.4703e-03,\n", + " -7.0497e-02, -8.3614e-02, -7.7478e-02, 3.4947e-02, -4.3261e-02,\n", + " 5.2866e-02, -9.6653e-02, -1.4863e-01, 7.0687e-02, -2.9605e-02,\n", + " -6.8757e-02, 1.4778e-02, 2.4834e-02, -2.5539e-02, 4.1840e-02,\n", + " -2.2133e-02, -8.3725e-02, -5.0377e-02, -1.1988e-01, 1.7157e-02,\n", + " -4.8240e-02, 1.6290e-02, -6.2791e-03, -1.7365e-02, 1.7870e-02,\n", + " -3.8809e-02, -1.0041e-01, -6.4106e-02, -4.3727e-02, -5.2670e-02,\n", + " -4.0963e-02, -5.5658e-02, 2.5213e-02, 1.0663e-02, 5.8118e-02,\n", + " 6.3089e-02, -4.1025e-02, -9.4629e-02, -4.0666e-02, -1.7103e-02,\n", + " 2.8350e-02, -7.6687e-02, -6.7120e-02, -1.7563e-02, -1.4950e-02,\n", + " -8.7644e-02, -4.9455e-02, -5.4876e-02, -5.1101e-02, -5.8982e-02,\n", + " -2.1392e-02, 9.3289e-03, -9.8018e-02, 2.7512e-02, -4.1245e-02,\n", + " -2.4363e-02, -1.3492e-02, -6.4829e-02, 2.3207e-02, -1.7548e-02,\n", + " -5.3096e-02, -5.7843e-02, 1.9381e-02, 1.1678e-02, -7.4205e-02,\n", + " -4.5949e-02, -3.3700e-01, -3.2609e-02, 3.6610e-02, -6.2244e-02,\n", + " 8.0665e-03, 8.4647e-02, -8.3345e-02, -1.2213e-02, 4.0949e-03,\n", + " -7.7381e-02, -9.8004e-02, -1.2740e-01, -3.0920e-02, -8.3628e-02,\n", + " -4.4295e-02, 6.9366e-02, 4.8936e-02, -7.8387e-02, 1.7642e-02,\n", + " -1.9090e-02, 1.8707e-02, -6.1002e-02, -5.3545e-02, -4.8619e-03,\n", + " 2.3577e-02, -5.6527e-02, -5.7671e-02, -1.3272e-01, 4.7522e-02,\n", + " -1.7893e-03, -6.4383e-02, -7.9390e-02, -2.0788e-02, 3.0355e-02,\n", + " -6.0561e-02, -2.1578e-02, -1.9471e-02, -4.6228e-02, -1.6956e-02,\n", + " 8.4920e-03, 3.8506e-02, -4.6223e-02, 2.9462e-03, 6.3956e-02,\n", + " -7.5629e-02, -5.7529e-02, 5.6776e-02, 6.0674e-02, -9.4913e-02,\n", + " -5.1406e-02, 4.3407e-02, 6.2222e-02, -9.7843e-02, 4.1430e-02,\n", + " -8.1829e-02, 8.1091e-02, -5.8048e-02, 5.9678e-03, 1.2243e-02,\n", + " -4.9292e-02, -7.3640e-02, -1.0125e-01, -1.5630e-02, -1.2466e-02,\n", + " -4.6664e-02, 1.0486e-01, -5.0693e-02, -1.3266e-02, 3.5604e-02,\n", + " -6.4141e-02, -2.3250e-02, -9.7357e-02, 9.3756e-03, -1.0903e-01,\n", + " -8.0942e-02, 2.5921e-02, -8.2526e-03, 5.8003e-02, 1.8726e-03,\n", + " -4.3275e-02, 7.2596e-02, -2.8683e-03, -9.4766e-02, -1.0365e-01,\n", + " 2.3042e-02, -5.3766e-02, -1.1084e-02, -7.2521e-02, -2.9314e-02,\n", + " -5.0043e-02, 1.9264e-02, -2.9034e-02, -4.2537e-02, -6.2312e-03,\n", + " -7.7829e-03, 3.2626e-02, -3.4724e-02, 4.8541e-02, 7.9498e-02,\n", + " -6.7164e-02, -1.0243e-01, -1.0465e-02, -4.4741e-02, 1.7488e-02,\n", + " -3.3911e-02, -9.9470e-02, -7.7054e-02, 4.9930e-02, 3.4940e-03,\n", + " -2.2749e-02, 5.2407e-03, -7.8683e-02, -3.0714e-02, -5.9429e-03,\n", + " -2.1312e-02, -2.7779e-02, -6.5988e-06, -2.2967e-02, -6.2026e-02,\n", + " -2.5264e-02, -6.1298e-02, -3.5501e-02, 2.8999e-02, -3.2531e-02,\n", + " -8.9775e-02, 1.6167e-02, -5.1811e-02, -4.0409e-02, -7.3527e-02,\n", + " 3.0326e-02, -1.7010e-02, -4.7243e-02, -7.2638e-03, -1.0760e-02,\n", + " -1.4436e-01, 2.8342e-02, -4.1953e-02, 1.2528e-01, -7.2778e-02,\n", + " 5.3141e-02, -1.4012e-01, -9.1663e-02, 6.1629e-02, -2.8132e-02,\n", + " -1.8276e-02, -5.4232e-02, 5.0434e-02, -6.2906e-02, -5.7433e-02,\n", + " 3.8484e-02, 1.6940e-02, -1.1133e-02, -4.1589e-02, -1.1445e-01,\n", + " -2.3421e-02, 4.8399e-03, -8.7405e-02, -6.1883e-02, 1.2142e-01,\n", + " -8.8994e-02, -6.7286e-03, 2.4680e-02, -4.4958e-02, 2.9250e-02,\n", + " 1.6069e-01, 7.3294e-02, -7.3249e-02, -1.6951e-01, -7.4949e-02,\n", + " 1.4607e-02, 1.7433e-02, -9.1817e-02, -8.1270e-02, -3.2152e-02,\n", + " 1.2009e-02, -3.2579e-02, -1.1202e-01, -8.5138e-02, -2.7000e-02,\n", + " 2.8664e-03, -1.3132e-02, -6.3981e-03, -7.5168e-02, 4.0724e-02,\n", + " -2.5405e-02, -5.3272e-02, 8.8366e-03, 6.3617e-04, 8.7482e-03,\n", + " 9.9915e-04, -8.3712e-02, -8.8934e-02, -3.5159e-02, 4.7726e-02,\n", + " -4.7192e-02, 9.0511e-03, -5.0460e-02, -9.7207e-02, 8.0749e-03,\n", + " 2.7167e-02, -1.1259e-01, -1.0161e-01, 1.7533e-02, 1.5956e-02,\n", + " 9.5856e-03, -2.3948e-01, -1.6462e-03, -2.7492e-02, -6.3424e-02,\n", + " -2.7188e-02, -3.0362e-02, -9.3089e-02, -7.0510e-02, -7.2834e-02,\n", + " -1.8374e-02, -4.5488e-02, -6.9306e-02, -5.2890e-02, -9.9052e-02,\n", + " -7.6799e-02, -4.5336e-02, -1.6421e-02, -5.0560e-02, -5.4939e-02,\n", + " -6.7741e-02, -7.6198e-02, -9.4252e-02, -8.7450e-02, -8.4054e-02,\n", + " -5.6596e-02, 4.7652e-02, 2.9686e-02, -3.3098e-02, 3.4231e-02,\n", + " -7.7127e-03, 3.5399e-02, -3.2647e-02, -6.4102e-02, 2.5271e-02,\n", + " -7.7020e-02, -4.8714e-02, -8.5500e-02, -4.1487e-02, -2.7622e-02,\n", + " -6.1148e-02, -8.2222e-02, 4.0708e-02, -7.0505e-02, -3.9561e-02,\n", + " -1.2734e-01, -8.4910e-02, -7.4994e-02, -1.5191e-01, -3.7791e-02,\n", + " -7.1780e-02, -5.5077e-02, -6.1531e-02, -1.0719e-01, -1.0700e-01,\n", + " 4.8825e-02, -7.3543e-02, -5.7661e-02, 9.0713e-03, -5.9801e-02,\n", + " 2.8040e-02, -6.7006e-02, -7.0639e-02, 1.6665e-02, -4.1714e-02,\n", + " -4.9103e-02, -1.1484e-01, -8.1878e-02, -7.0280e-02, -2.3094e-03,\n", + " -2.4314e-02, -8.7338e-02, -3.4778e-02, -1.2845e-02, -1.0155e-02,\n", + " -1.0939e-01, -6.7945e-03, -1.0917e-01, 2.7554e-03, -5.0998e-02,\n", + " 1.4166e-02, -1.0410e-01, -8.7967e-02, -5.6295e-02, -7.9147e-02,\n", + " -7.3920e-02, -5.5974e-02, 9.5680e-03, 1.7850e-02, -8.3033e-02,\n", + " -4.0753e-02, -1.4372e-01, -1.0969e-01, -1.2301e-01, -7.0907e-03,\n", + " -5.7548e-02, -5.3379e-02, -1.5343e-01, -2.0594e-02, 6.3256e-02,\n", + " -1.0234e-02, -1.0679e-01, -6.1653e-02, 1.8038e-02, -4.8162e-02,\n", + " 8.7942e-03, -5.6752e-02, -4.6526e-02, -5.9941e-02, -7.0073e-02,\n", + " -4.6122e-02, 3.8905e-02, -4.2929e-02, -3.7022e-02, -2.0935e-02,\n", + " -7.9253e-02, 1.3304e-02, 4.6669e-02, -4.2991e-02, -1.0442e-01,\n", + " -5.5670e-02, -9.2295e-02, -5.8991e-02, -7.8042e-02, -9.1627e-02,\n", + " -4.4641e-02, -2.5716e-02, -3.7712e-02, -7.4661e-02, -2.2881e-02,\n", + " -9.2942e-02, -7.1091e-03, -5.9368e-02, -1.9601e-02, -5.9841e-02,\n", + " 6.1467e-03, -1.6552e-02, -3.0592e-02, -3.2940e-02, -6.2187e-02,\n", + " -2.2366e-02, -3.1442e-03, 4.2404e-02, 1.7224e-02, -7.4473e-02,\n", + " -2.7473e-02, -1.2696e-01, -8.1286e-02, -1.2141e-01, -1.7467e-01,\n", + " -2.8674e-02, -4.1254e-02, -4.9567e-02, -7.5499e-03, -2.3850e-02,\n", + " -3.4653e-02, -1.1692e-02, -1.1076e-02, -1.0762e-02, -5.1491e-02,\n", + " -4.9739e-02, -3.8657e-02, 9.1260e-03, -7.1207e-02, -7.1895e-02,\n", + " -3.4494e-02, 7.3181e-02, -2.1009e-02, -8.5024e-02, 5.7971e-02,\n", + " -5.5912e-03, 5.4125e-02, -1.1318e-01, -3.5949e-02, -4.9000e-02,\n", + " -7.9480e-02, -8.1208e-02, -3.7881e-02, 8.8948e-02, 1.7617e-02,\n", + " -5.3576e-02, -2.5899e-02, -4.8242e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.0344e-03, -4.2398e-03, 3.1175e-01, 4.4946e-02, -1.2608e-02,\n", + " 2.5480e-02, -6.8391e-02, -3.8058e-02, -3.1741e-02, -6.2209e-02,\n", + " -2.3490e-03, -6.3845e-02, -3.5394e-02, 1.4025e-02, -1.1869e-02,\n", + " -9.4683e-02, 2.4896e-01, -3.4695e-02, -2.7428e-02, 2.6161e-01,\n", + " 4.0622e-02, -4.3653e-02, 2.7517e-02, -2.2705e-01, 1.3006e-02,\n", + " 4.1667e-02, 9.2562e-02, -1.0407e-01, -4.6175e-02, 3.2671e-04,\n", + " 1.6902e-01, 2.3472e-02, 4.2491e-02, 1.9409e-02, -2.5730e-04,\n", + " -7.8914e-03, -1.4705e-02, 2.0659e-01, 7.4843e-02, 5.3219e-02,\n", + " 1.2759e-02, -3.7008e-02, 6.3101e-02, 9.3308e-02, 9.0015e-02,\n", + " -4.3902e-02, 5.4204e-02, 5.3135e-02, -2.0297e-02, -6.5129e-02,\n", + " -1.8450e-02, -8.1710e-03, 1.7278e-02, -6.6292e-03, 4.9634e-02,\n", + " 2.2682e-02, 3.6308e-02, -9.9094e-03, -4.1367e-02, -1.8684e-02,\n", + " -2.0197e-02, 2.6502e-02, 2.7454e-02, -2.1583e-02, 2.8888e-02,\n", + " 1.0013e-01, -1.8378e-02, 4.4162e-02, -2.5279e-02, -2.9133e-02,\n", + " 9.0040e-02, -3.3210e-01, -1.9846e-01, 1.8637e-01, -1.8269e-02,\n", + " 2.0858e-02, -2.8511e-02, -1.6319e-01, -2.7427e-02, 2.6843e-02,\n", + " -7.9523e-02, -2.2748e-01, 3.0540e-01, -1.4942e-01, -3.8378e-01,\n", + " 3.9223e-01, 3.3045e-02, 1.2444e-01, 1.9955e-01, -4.9777e-02,\n", + " 1.5046e-01, 5.8878e-01, -8.2963e-02, -1.2482e-01, -2.0092e-01,\n", + " 1.9549e-01, 1.6916e-01, 4.9959e-02, 8.3383e-02, 3.0589e-02,\n", + " -1.0784e-01, 1.0799e-02, -2.3413e-02, -1.5837e-01, -1.9455e-02,\n", + " -2.5843e-02, -3.0026e-01, 1.8816e-01, 3.9168e-01, -8.7419e-02,\n", + " -4.1696e-02, -7.4750e-02, 5.2172e-03, 7.1425e-02, -1.1863e-01,\n", + " -1.2850e-01, 6.4824e-03, -1.0927e-01, 2.9627e-02, -1.1127e-01,\n", + " 1.3391e-01, -1.1815e-02, -2.7633e-01, -4.5154e-02, 1.9896e-01,\n", + " -1.3743e-01, -1.5007e-03, -1.5671e-01, -7.8738e-02, 7.7954e-02,\n", + " 4.9656e-02, 2.7593e-02, -4.2390e-02, -1.0147e-01, -4.4985e-02,\n", + " 1.6496e-01, -1.0116e-01, 1.2560e-01, 2.1155e-02, 4.1841e-02,\n", + " -5.7192e-02, -9.8276e-02, 2.2438e-02, 5.9464e-02, 1.4233e-02,\n", + " 1.1347e-02, 1.2970e-01, 4.6980e-02, 4.7967e-03, 4.4074e-02,\n", + " -5.7739e-02, 1.0185e-01, -4.5350e-02, 9.7524e-02, 1.2640e-01,\n", + " -1.3679e-01, 5.5453e-02, 4.2098e-03, -1.3510e-01, 1.1228e-01,\n", + " -5.4255e-02, 5.4600e-02, 5.0248e-02, 3.4882e-01, -4.9054e-01,\n", + " 6.5692e-02, -3.3791e-02, -3.2085e-02, 2.7396e-03, -9.8883e-02,\n", + " 4.8538e-02, 8.4370e-03, -1.3053e-02, 1.4197e-01, 7.0534e-02,\n", + " 1.0013e-01, -8.0960e-02, 1.7814e-03, 6.9472e-02, -2.1389e-02,\n", + " -1.3512e-01, 1.1077e-01, -5.8823e-01, 1.4026e-01, 2.4027e-01,\n", + " 7.5717e-02, 6.8473e-02, -7.4482e-02, -1.2100e-02, 4.6697e-02,\n", + " 1.4912e-02, -4.3988e-02, 4.3815e-02, 2.0940e-02, 9.4030e-02,\n", + " -3.0010e-02, -8.7634e-03, 1.4360e-01, 8.1180e-02, 8.9012e-03,\n", + " 1.6874e-01, 5.9655e-02, -3.0325e-01, 4.8444e-02, -8.3269e-02,\n", + " 8.9911e-02, -5.3805e-02, 1.0709e-01, 1.8732e-01, -4.7785e-02,\n", + " -3.0181e-01, 9.1231e-02, 9.8767e-03, 5.7252e-02, 9.5286e-02,\n", + " -8.8139e-02, -3.6864e-01, -2.4620e-02, -5.8345e-02, 1.4123e-01,\n", + " -1.3618e-01, -7.7788e-02, 1.6621e-01, -3.7835e-01, 2.2210e-04,\n", + " 1.3798e-01, -4.7446e-02, -2.8504e-01, 4.3919e-02, 3.6351e-01,\n", + " -1.2284e-02, -9.6134e-02, -1.1212e-01, -3.6439e-02, -2.6446e-02,\n", + " 9.5222e-02, 3.6424e-01, 4.1172e-02, -5.4707e-02, 4.6846e-01,\n", + " 4.9444e-02, -1.0523e-01, 5.5135e-02, -6.1802e-02, 1.8004e-02,\n", + " -8.7756e-03, 1.0501e-01, 9.6675e-03, 3.6402e-02, -3.4442e-02,\n", + " -1.8605e-01, 1.0403e-01, 2.7973e-02, -3.9274e-01, 1.0674e-01,\n", + " -4.5559e-02, -7.0942e-02, -1.3168e-02, -1.6868e-02, -6.5392e-02,\n", + " -9.8201e-02, 3.0069e-02, -1.2170e-01, 4.0233e-02, -1.1288e-01,\n", + " -9.5970e-02, 1.4653e-01, 1.2094e-01, -7.8321e-02, -1.1642e-01,\n", + " 3.7445e-02, -3.4396e-03, 1.5231e-01, -4.9365e-02, 9.6343e-02,\n", + " -9.7487e-03, 1.6600e-02, -5.9679e-03, 1.3253e-02, 1.8460e-01,\n", + " -4.3935e-04, -6.6535e-03, 1.3061e-01, -8.2603e-02, 3.1482e-02,\n", + " -1.5052e-01, -7.3269e-02, -7.7630e-02, 2.0032e-01, -6.8113e-02,\n", + " 2.0135e-01, -2.2430e-01, 5.9478e-02, 3.5527e-02, 3.6454e-02,\n", + " 2.0214e-01, -1.0178e-01, -2.8812e-01, 1.6576e-01, 2.1896e-02,\n", + " 1.1515e-01, -1.6162e-02, 1.7575e-01, -8.7371e-02, -1.1279e-01,\n", + " -9.4481e-02, -9.8899e-02, -1.7024e-01, 2.3294e-02, 2.4579e-01,\n", + " -4.1478e-02, -6.6487e-02, -5.8929e-03, -3.8308e-02, 7.3430e-03,\n", + " -3.3915e-03, 9.8579e-02, 1.5846e-02, 1.0142e-01, 7.9906e-02,\n", + " 8.9384e-02, -5.4607e-02, 1.9468e-02, 1.0430e-01, 1.0081e-02,\n", + " 1.6494e-01, 1.5404e-01, 1.0223e-01, -1.5572e-01, -1.1891e-01,\n", + " -1.3138e-02, 1.6603e-01, -1.6359e-01, -8.1754e-02, -6.8001e-02,\n", + " 8.9191e-04, -1.3813e-01, -3.5113e-01, 1.7787e-01, -3.3588e-03,\n", + " 8.2669e-02, -3.9347e-01, 7.6354e-02, -1.0889e-01, 8.4655e-03,\n", + " -3.2117e-01, 1.9080e-02, 2.9764e-02, 1.2912e-01, 1.9105e-02,\n", + " 2.5027e-03, 6.5550e-02, -1.4398e-01, -1.1112e-01, 3.6738e-02,\n", + " 1.6656e-01, 1.8648e-02, 3.6911e-02, 8.4195e-02, -7.6285e-02,\n", + " 2.1986e-02, -3.3302e-02, 4.4615e-02, 2.0029e-02, -2.1552e-01,\n", + " 3.3245e-03, 3.8734e-02, -1.1698e-01, -1.7888e-01, 1.1508e-02,\n", + " 4.7825e-02, -3.9031e-02, -7.0104e-02, 5.7405e-02, 6.8749e-02,\n", + " 1.7032e-01, 1.5311e-01, -1.1846e-01, 1.2634e-01, -1.2135e-01,\n", + " 1.4702e-01, 1.0598e-02, -2.9774e-01, -1.1573e-01, -7.5911e-02,\n", + " 1.0858e-02, -1.7016e-01, -2.2332e-01, -5.8154e-02, 1.5139e-01,\n", + " 6.0103e-02, -1.1360e-01, 1.6723e-01, -1.5786e-01, 1.6405e-01,\n", + " 4.3731e-01, 1.5015e-01, -7.2173e-02, 1.5718e-03, 1.9187e-01,\n", + " -5.2729e-03, -1.4000e-01, 1.0119e-02, 4.0756e-01, -1.3872e-01,\n", + " 2.2864e-01, -1.0831e-01, -3.0396e-01, -7.7677e-04, 1.5330e-01,\n", + " -3.1849e-01, 1.7552e-01, 3.3373e-02, -9.7368e-02, -6.8460e-02,\n", + " -1.0854e-01, -9.5055e-02, -4.2636e-02, -1.1253e-01, -1.1363e-01,\n", + " -5.3558e-02, 3.0383e-02, -1.7323e-01, -9.7021e-02, 5.5293e-02,\n", + " 1.1388e-02, -4.8492e-02, 1.6975e-01, -1.3774e-02, 1.5267e-01,\n", + " -2.7342e-01, 7.9662e-02, 1.2770e-02, 1.3336e-02, 7.3104e-02,\n", + " -6.2959e-02, 5.0767e-02, -8.6548e-01, -7.0580e-02, -3.0544e-02,\n", + " -1.3674e-01, 2.3632e-01, 1.0045e-01, 3.8381e-01, 2.0164e-01,\n", + " 4.0864e-02, 2.9710e-01, 4.0102e-01, -1.4144e-01, 1.7727e-01,\n", + " 1.5227e-01, -3.9067e-02, 1.0758e-01, 2.5882e-01, 7.3742e-02,\n", + " -6.2049e-02, 1.7077e-02, -6.5975e-02, -3.2255e-02, -8.0248e-02,\n", + " -6.4360e-01, 5.6105e-01, -5.6090e-01, -5.0183e-01, 1.0616e-01,\n", + " -1.4017e-02, 1.8946e-01, -5.8728e-02, -4.4175e-02, 6.6227e-02,\n", + " 3.8443e-02, -1.8440e-01, 2.4153e-02, 8.7749e-02, 1.3571e-02,\n", + " 1.5404e-03, -5.6027e-02, -1.5975e-05, 1.0255e-02, 1.3975e-02,\n", + " -9.5107e-02, -1.0358e-01, 5.7704e-02, -7.1368e-02, -6.8008e-02,\n", + " -3.3063e-01, -6.7029e-02, 3.2161e-02, -3.5585e-01, -3.1325e-02,\n", + " -6.7353e-02, 1.5994e-01, 8.3454e-02, 1.0197e-01, 3.1392e-02,\n", + " 1.1721e-01, -8.7491e-02, 4.2475e-03, 7.3003e-02, 5.2234e-02,\n", + " -9.0267e-02, 7.9493e-02, -1.5494e-01, -7.3076e-02, -1.6707e-01,\n", + " -3.6296e-02, -2.3012e-02, -7.8092e-02, 8.5288e-02, -1.3917e-01,\n", + " -5.1840e-02, -8.3003e-02, -3.6234e-02, 7.7590e-02, -5.5768e-02,\n", + " -1.2555e-01, -1.0654e-01, 1.8801e-03, -5.2712e-03, 7.2401e-02,\n", + " 2.9289e-01, -2.8240e-02, -3.9482e-02, 3.8601e-02, 7.7289e-02,\n", + " 8.1472e-03, 4.9984e-02, 7.2541e-02, 2.2949e-03, -9.2159e-03,\n", + " -2.6565e-02, 4.4327e-02, 5.9522e-02, -1.1062e-01, 4.0185e-02,\n", + " -7.0782e-02, -1.0621e-01, 7.5696e-02, 1.0731e-01, 8.5046e-03,\n", + " 3.8030e-02, -4.2956e-01, -1.0965e-01, 2.0751e-02, 1.2945e-01,\n", + " -8.4143e-03, 2.4955e-02, -2.2414e-02, 1.5093e-01, -3.2010e-02,\n", + " -7.3717e-02, 5.3044e-01, 2.4893e-02, -2.8015e-02, -1.2057e-02,\n", + " -1.6126e-01, 2.4790e-02, -3.7458e-02, -1.9971e-02, 1.4656e-02,\n", + " 2.7992e-02, 1.0638e-01, -5.1580e-02, -7.0787e-02, -8.6371e-02,\n", + " -1.6031e-02, -2.7712e-01, 1.6285e-02, 2.9423e-02, 3.3276e-02,\n", + " -1.3331e-01, -2.0365e-01, 8.5726e-04, -3.8286e-02, 5.6032e-02,\n", + " 3.2239e-03, 3.4499e-02, 7.9769e-02, 2.9173e-02, -4.1423e-02,\n", + " -6.4837e-02, -3.1605e-02, 1.7351e-01, -8.3124e-02, 7.1482e-02,\n", + " 1.0630e-02, 3.3023e-02, -3.5187e-02, -7.8747e-02, 1.6848e-03,\n", + " 1.5232e-01, -7.6752e-02, 2.4899e-02, 1.1772e-01, 4.1588e-02,\n", + " 1.8310e-02, 1.1024e-01, 1.3586e-01, 6.1626e-02, 8.5200e-02,\n", + " 1.1159e-01, 5.1641e-02, -1.9650e-01, -5.5627e-03, 5.6112e-02,\n", + " 7.7286e-02, 2.0301e-02, -4.0192e-02, 1.2548e-01, 1.0892e-01,\n", + " -1.6444e-02, -4.9486e-03, -1.6851e-01, -3.0194e-02, 8.3073e-02,\n", + " -1.4664e-02, -1.2764e-01, -1.1076e-01, -2.6214e-03, 7.0356e-02,\n", + " -7.4427e-02, 9.2337e-03, -5.3792e-02, -1.9141e-02, -1.0120e-01,\n", + " 6.5070e-02, -4.1986e-01, 3.8080e-02, -3.9007e-01, -3.1332e-02,\n", + " -1.0761e-01, 2.4426e-03, -6.5739e-02, 4.6789e-02, 1.2566e-01,\n", + " 3.4145e-02, -2.6785e-02, -7.0861e-02, -1.7805e-01, -4.0216e-01,\n", + " -1.9014e-01, 7.2545e-02, 8.6352e-03, 3.3768e-02, 6.7063e-04,\n", + " 7.5670e-02, -5.9985e-02, -2.2839e-01, 1.3394e-02, 1.2529e-01,\n", + " -1.2915e-01, -5.5756e-01, -7.5335e-02, -1.8691e-01, 7.5830e-02,\n", + " -1.3613e-01, 1.4435e-02, 2.0889e-02, 4.4209e-02, -6.8448e-02,\n", + " -3.4690e-02, 1.1550e-01, -8.2318e-02, 5.1498e-02, 1.0258e-01,\n", + " -6.4632e-02, 3.7144e-02, -4.1526e-02, 7.1945e-02, -1.4475e-01,\n", + " -1.5135e-01, 5.5561e-02, -3.9268e-02, 9.6922e-02, -2.1901e-02,\n", + " 1.0892e-01, -9.7063e-03, 2.3056e-01, 5.2512e-01, -1.3067e-01,\n", + " -3.8040e-02, 9.8179e-02, -1.8464e-01, 2.6150e-01, 4.6265e-02,\n", + " -2.1391e-02, 3.2391e-02, 1.1834e-01, 7.6592e-02, -2.3337e-02,\n", + " -1.9048e-01, 2.0586e-02, 9.8368e-02, -1.1368e-01, 1.0379e-01,\n", + " 1.3537e-01, 6.6585e-02, 7.7806e-02, -1.0298e-01, -1.4967e-01,\n", + " 1.8832e-02, -8.4614e-02, 6.9778e-02, 2.9797e-02, -1.6091e-01,\n", + " 1.4318e-01, 4.2088e-02, -5.2853e-02, -9.7460e-02, -7.2033e-02,\n", + " -3.6848e-01, -1.8053e-01, 1.2468e-02, 5.2414e-02, 3.0030e-02,\n", + " -4.8204e-02, -7.6719e-04, -1.3919e-01, 3.3215e-02, -7.2813e-01,\n", + " -4.3775e-02, -1.6035e-01, -7.7160e-02, -6.0377e-02, -1.1416e-01,\n", + " 1.7517e-01, 9.9354e-02, 6.1159e-02, -1.9445e-03, 6.5540e-02,\n", + " -1.0517e-01, 5.5625e-02, 2.0540e-01, -8.7963e-03, 1.3146e-01,\n", + " 3.0042e-03, -3.4741e-02, -8.2757e-02, 1.6051e-01, 9.0587e-02,\n", + " 1.1716e-02, 2.5643e-01, 3.6646e-02, -5.5029e-02, -2.3379e-01,\n", + " 1.3101e-01, 3.8039e-02, 6.9373e-02, -1.1876e-02, -4.6775e-02,\n", + " 8.4284e-02, -1.4987e-01, 6.4543e-02, 7.2321e-02, -6.4469e-03,\n", + " 4.1654e-02, 8.1270e-02, -6.3358e-02, 4.9925e-02, 1.1665e-01,\n", + " 5.8781e-01, -4.6858e-02, -6.6578e-02, 4.3939e-02, 2.5502e-02,\n", + " -2.3163e-01, -2.0889e-02, -4.6545e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.4918e-04, 7.3108e-03, 8.9338e-04, 3.4565e-03, 4.3817e-04,\n", + " 1.1413e-02, -5.7966e-03, 6.7306e-03, -1.6050e-03, -1.8184e-03,\n", + " -6.4490e-04, -3.1762e-03, 1.2246e-02, 5.4879e-03, -3.4071e-03,\n", + " -2.3757e-03, 2.8850e-03, 1.2109e-03, 8.3737e-03, 1.7902e-02,\n", + " -5.0832e-03, 2.1022e-03, 5.7919e-04, -9.4561e-04, -2.0738e-03,\n", + " 3.1138e-03, 2.7713e-03, -1.0545e-02, 3.6913e-03, 2.5069e-03,\n", + " 1.2270e-02, 9.5845e-03, 1.3373e-02, -6.6457e-03, -2.3349e-04,\n", + " -2.8818e-03, -8.0132e-03, -5.5600e-03, -6.5718e-03, 7.2620e-03,\n", + " 8.0642e-04, -6.0015e-03, 4.2181e-03, -3.5354e-03, -1.6275e-03,\n", + " -1.8952e-02, 3.8825e-03, -8.6044e-03, -9.2193e-03, 1.3051e-03,\n", + " 6.1837e-04, -5.0110e-03, 2.4623e-03, -8.5141e-03, -5.9302e-03,\n", + " -2.4153e-03, -2.8804e-03, -2.6578e-03, 6.4015e-03, -2.9972e-03,\n", + " 2.0261e-02, -1.1896e-03, -1.8061e-03, 4.7188e-03, -2.4313e-03,\n", + " -1.3289e-02, -7.8695e-03, -2.0950e-03, 1.0562e-03, 3.7454e-03,\n", + " -3.4437e-03, -3.1649e-03, -3.5778e-03, 1.0837e-02, 5.6020e-03,\n", + " -9.0912e-04, 9.1390e-03, -1.1759e-02, -3.0465e-03, 7.7971e-03,\n", + " 8.1089e-04, -4.1565e-03, 1.0268e-02, -1.0842e-02, -2.7488e-03,\n", + " 7.5052e-03, -2.4581e-03, 7.1046e-03, 1.2977e-02, 3.9228e-03,\n", + " 2.7382e-04, 1.0859e-02, -7.1063e-03, 2.2019e-04, -5.4159e-03,\n", + " 3.2549e-03, 4.5978e-03, 1.5784e-03, -1.1932e-03, 1.5905e-03,\n", + " -5.4685e-03, -3.8178e-03, -1.8860e-03, -1.0937e-02, 2.2421e-03,\n", + " 1.0322e-03, 1.8830e-04, 7.0216e-03, 7.5898e-03, -7.6943e-04,\n", + " -5.4149e-03, -6.1861e-03, -1.7953e-03, -4.4982e-03, -4.3569e-03,\n", + " -9.8715e-03, -1.3267e-03, -2.4207e-03, -1.2565e-03, -3.2346e-03,\n", + " 5.3216e-04, -1.5347e-03, -1.1682e-02, 3.5978e-03, -2.8734e-03,\n", + " -9.2112e-04, -1.4051e-04, -5.9114e-03, 2.3067e-03, -1.7760e-03,\n", + " 1.3740e-02, -2.2920e-03, -5.3139e-03, 1.7442e-03, -2.2013e-04,\n", + " 1.8247e-04, -6.5223e-03, -1.2990e-03, 1.5664e-03, 4.6766e-03,\n", + " -3.0426e-03, -6.7963e-03, 3.6481e-03, 4.8349e-03, 9.1320e-04,\n", + " -3.8821e-03, 4.2438e-03, -4.6553e-03, -7.2286e-05, 3.0769e-03,\n", + " -3.6704e-03, 2.8632e-03, -6.5327e-03, 2.4476e-03, 8.3578e-04,\n", + " -5.9434e-03, 9.6929e-03, 2.8086e-03, -1.2718e-03, 6.4519e-03,\n", + " -1.3682e-03, 1.1788e-04, 1.5637e-03, -5.6339e-03, 3.4574e-03,\n", + " 2.1155e-03, 7.9851e-03, 2.9730e-03, -9.9533e-03, 3.1441e-04,\n", + " 1.1605e-04, 3.3851e-03, 2.4582e-03, 4.6793e-04, -3.4063e-03,\n", + " 2.8836e-03, -2.8818e-03, 5.3415e-03, 3.4589e-03, 2.4875e-03,\n", + " -1.9194e-03, 5.2280e-03, 1.7723e-02, -6.4780e-03, -8.4119e-03,\n", + " -5.8495e-03, 2.7872e-03, -3.6928e-03, 1.7356e-04, 7.2469e-04,\n", + " 8.5622e-04, 7.0768e-03, -2.3993e-03, -2.8609e-03, 6.4361e-03,\n", + " -3.5321e-03, 1.0688e-02, -1.3931e-02, -4.3431e-03, 5.3271e-03,\n", + " 4.1608e-03, -5.5809e-03, -2.9266e-03, -2.7138e-03, -2.3140e-03,\n", + " 5.3362e-03, 2.2017e-03, 8.3701e-03, -2.4022e-03, 2.1644e-03,\n", + " 3.3797e-04, 9.3772e-04, 1.7989e-03, 1.0877e-02, 2.4309e-04,\n", + " 8.7079e-03, 5.2999e-04, -7.4083e-03, -9.5030e-04, 6.2025e-03,\n", + " -1.9052e-03, -3.5361e-03, 2.9955e-03, -2.8269e-03, -7.5344e-04,\n", + " 5.1471e-03, 6.1685e-04, -6.9718e-03, 5.8995e-03, -1.9787e-03,\n", + " 7.9188e-03, 9.5608e-04, -3.7429e-04, -1.5336e-03, 4.4564e-03,\n", + " 7.4729e-03, -4.1349e-03, -4.3301e-03, 5.8151e-03, -9.0070e-03,\n", + " -7.8615e-04, 2.7392e-04, 2.2499e-03, 3.1559e-03, -1.1459e-04,\n", + " 6.6686e-03, -2.2809e-04, 1.5551e-03, 1.6992e-03, -2.6355e-03,\n", + " -6.9842e-03, -1.2241e-02, -1.0955e-03, -3.2607e-03, -5.9150e-03,\n", + " -4.1870e-03, 1.0954e-03, 1.7498e-03, 2.7321e-03, -3.5931e-03,\n", + " 1.0428e-03, -2.3510e-03, -3.5639e-03, -2.8978e-03, 6.2687e-05,\n", + " -4.0252e-03, 3.1193e-03, 3.9882e-03, -4.1711e-03, -4.6878e-03,\n", + " 5.0068e-03, -1.7818e-04, 6.8471e-03, 1.4575e-03, 2.0050e-03,\n", + " -4.6452e-04, -8.6683e-04, -6.2358e-04, -1.6871e-03, 4.7720e-03,\n", + " -1.5566e-03, 3.0688e-03, -7.0494e-03, 2.2742e-03, -2.3163e-03,\n", + " -5.3902e-03, -2.0536e-03, 5.0272e-03, 3.1799e-03, -3.3474e-03,\n", + " 5.9968e-03, 2.1145e-03, 5.3711e-05, 8.0105e-04, -4.2426e-04,\n", + " 1.8244e-03, -3.2870e-03, -1.8649e-03, 1.3636e-03, 3.2253e-03,\n", + " 4.3141e-04, -3.7976e-04, 2.1610e-03, -2.3835e-03, -4.6394e-03,\n", + " 3.3064e-03, -7.9036e-03, -3.5035e-03, -4.9474e-03, 3.1216e-03,\n", + " 3.3607e-03, -4.3824e-03, -5.9530e-03, 2.2944e-03, 1.4173e-03,\n", + " 3.4236e-03, 2.8715e-03, -1.1387e-03, -4.3577e-06, 3.1212e-03,\n", + " -1.0214e-03, 7.7119e-03, -2.4388e-03, -8.4643e-04, 5.8002e-03,\n", + " -4.9330e-03, 1.4826e-03, -5.6803e-03, -7.8866e-03, 1.0752e-02,\n", + " 4.6683e-03, -1.6178e-02, -2.3957e-03, 4.8686e-03, -3.8776e-03,\n", + " -9.7869e-03, 3.5430e-03, 6.5068e-03, 1.1204e-02, -4.6552e-03,\n", + " -7.4095e-04, 2.6303e-03, 4.6366e-03, -4.6258e-04, 1.8167e-03,\n", + " 1.6326e-03, -2.9432e-03, 1.4561e-03, -1.9567e-03, -4.7272e-03,\n", + " -1.0433e-02, 3.0704e-03, -3.7476e-04, -7.9485e-03, -1.4646e-03,\n", + " -4.2301e-03, 9.1243e-03, -1.3515e-03, 4.7023e-03, 3.7017e-03,\n", + " -1.7818e-03, -1.6213e-03, 4.4368e-03, 5.7591e-03, 3.5367e-03,\n", + " -3.2020e-03, -6.7802e-03, -1.2560e-03, -6.8909e-03, 3.2159e-03,\n", + " 9.5240e-04, -4.1206e-03, -2.3234e-03, 3.2060e-03, -8.9150e-03,\n", + " -2.3975e-03, -1.6539e-02, 4.5703e-03, -2.5722e-03, -1.1564e-02,\n", + " 6.3969e-03, 3.8957e-03, 1.2763e-02, -9.5659e-03, -8.1227e-03,\n", + " -3.6659e-03, -1.7373e-03, -2.1858e-03, 8.5074e-03, 5.8840e-03,\n", + " 5.1093e-03, 1.7160e-03, -3.6333e-03, -4.1678e-03, 5.6597e-03,\n", + " 4.1562e-03, -1.0310e-03, -3.6613e-03, 1.3248e-03, 2.4488e-04,\n", + " 6.3399e-03, -3.1526e-03, -2.3676e-03, -3.3011e-03, 1.0620e-03,\n", + " -3.2864e-04, 8.5385e-03, 1.3490e-03, 6.2092e-03, -3.7563e-03,\n", + " 4.8073e-03, -2.5648e-04, 2.0274e-03, 3.2192e-03, 7.0053e-05,\n", + " -6.9342e-03, 6.4980e-03, -1.5511e-03, -2.1642e-03, 3.8743e-03,\n", + " 3.7792e-03, -1.7022e-04, -1.9772e-04, 4.4384e-04, 6.2468e-04,\n", + " -3.9976e-03, -2.0906e-03, -5.8405e-03, 3.1869e-03, 1.0089e-03,\n", + " 5.3545e-03, 2.3478e-04, 3.8451e-04, -5.4979e-03, 3.7035e-04,\n", + " 8.0903e-04, 1.2752e-03, 4.9821e-03, 5.8039e-04, 7.6557e-04,\n", + " 4.2137e-03, 8.2644e-04, -6.1159e-04, -3.8667e-03, -2.3731e-03,\n", + " -3.7357e-03, 4.3528e-03, -2.6918e-03, -9.2400e-03, 8.4052e-03,\n", + " -2.5261e-03, 6.5823e-03, 7.9041e-03, 5.8601e-03, -1.1375e-03,\n", + " 5.9626e-04, 2.7969e-03, 2.7949e-03, -4.6231e-03, -6.7920e-04,\n", + " 2.2721e-03, -4.3206e-03, 8.9645e-04, -3.8515e-03, -6.5710e-03,\n", + " -6.7395e-03, 1.0702e-02, 1.9166e-03, 4.9132e-03, -7.8123e-04,\n", + " -2.1274e-03, -1.0639e-03, 4.5195e-03, 4.7139e-03, -1.8506e-03,\n", + " 2.2017e-04, -6.6797e-05, 5.3389e-03, 1.0412e-03, -5.0666e-03,\n", + " 3.0795e-03, -1.0811e-03, -9.4200e-03, -4.1545e-03, -4.0599e-03,\n", + " -4.1711e-03, -5.4528e-03, -1.3357e-03, -4.8660e-03, -1.1430e-03,\n", + " 5.7146e-05, 1.5178e-03, -2.3728e-03, 1.1525e-03, 7.5650e-04,\n", + " -2.2050e-03, -1.9635e-03, 3.2381e-03, -8.7137e-04, 2.8986e-03,\n", + " 1.3017e-03, 4.2617e-03, 1.1436e-02, 3.8705e-03, -8.1914e-04,\n", + " 5.6777e-04, 6.6554e-03, -6.4115e-04, 7.5617e-03, 9.0819e-04,\n", + " -6.6944e-04, -1.8275e-03, -1.3150e-03, 1.2805e-03, 4.4457e-03,\n", + " -8.5227e-03, 1.9297e-03, -2.6907e-03, 8.4928e-03, -1.2389e-02,\n", + " -2.1362e-02, -1.0639e-03, 1.5713e-03, 7.2098e-03, 8.9136e-03,\n", + " -4.5413e-03, 4.9063e-03, 1.2375e-02, -2.9161e-03, 3.3763e-03,\n", + " 1.3696e-02, -4.6534e-05, -3.5325e-03, 6.4584e-03, 6.2293e-03,\n", + " 2.7066e-03, 1.2995e-02, 5.2812e-04, -1.1623e-02, -1.3187e-03,\n", + " -2.2680e-03, 8.2987e-03, 1.3327e-02, 1.7797e-03, -4.0379e-03,\n", + " 5.0405e-04, 4.9008e-04, -7.2521e-03, 2.2925e-03, -3.6341e-03,\n", + " 1.4732e-02, -1.5627e-02, -1.7132e-03, -6.1571e-03, 3.4271e-03,\n", + " 9.5861e-03, 5.0467e-03, 3.9906e-03, 4.0948e-03, 3.9029e-03,\n", + " 8.3766e-04, 6.0392e-04, 4.3727e-03, -8.1277e-03, -2.2597e-03,\n", + " -6.5855e-03, 7.0217e-03, 1.4989e-03, 9.1802e-03, -6.7665e-03,\n", + " -2.5558e-03, 1.4040e-02, -7.0860e-03, -9.4643e-03, -2.2941e-03,\n", + " 5.3555e-03, -1.2517e-02, 1.2623e-02, -1.0765e-02, 7.4613e-03,\n", + " 1.4261e-02, -1.8695e-03, 2.1640e-03, -7.7325e-03, -4.1778e-03,\n", + " 1.7397e-03, 6.7759e-03, 4.3631e-04, 8.7898e-04, -1.4448e-02,\n", + " 2.8238e-03, 5.0091e-03, -6.2487e-03, -2.6480e-03, -1.8924e-03,\n", + " 5.8709e-03, -2.7559e-03, 4.2126e-03, -5.7611e-03, -1.1424e-03,\n", + " -1.1689e-02, -5.4228e-04, 1.0388e-02, -1.2841e-03, -8.5406e-03,\n", + " 5.6273e-05, -5.9835e-04, 4.3224e-03, -4.8865e-04, -1.3782e-05,\n", + " -3.4043e-03, -6.0373e-03, 9.0440e-03, -3.1494e-03, 4.2092e-03,\n", + " -4.0456e-03, 6.0321e-03, -1.0385e-03, 5.4934e-03, -5.8917e-03,\n", + " 6.4076e-03, -8.1137e-03, 2.1707e-03, 9.3720e-03, 6.5791e-03,\n", + " 1.8906e-03, 1.0833e-02, 5.9272e-03, -4.8388e-03, 2.1705e-03,\n", + " -7.4965e-03, -2.6941e-03, 1.1321e-02, -5.0900e-04, -2.0740e-03,\n", + " 7.8209e-03, -1.1178e-02, 8.6006e-03, 8.6737e-03, 9.0740e-03,\n", + " 8.1959e-03, -2.5722e-03, -5.5919e-03, 2.5845e-03, -1.6941e-03,\n", + " 1.7429e-03, 2.9525e-03, 4.3268e-03, -2.8916e-03, 3.6092e-03,\n", + " 8.8983e-04, 4.0825e-03, 2.2154e-03, 2.0159e-03, -1.0088e-02,\n", + " 3.6435e-03, -1.2750e-03, -1.2216e-03, -5.7467e-03, 4.5439e-04,\n", + " -1.6298e-03, 7.6109e-04, -5.2654e-03, 2.3389e-03, 3.4503e-03,\n", + " 3.8080e-04, -4.5397e-03, 4.8537e-03, -3.6138e-03, 3.4988e-03,\n", + " 6.2734e-03, 6.6489e-03, 3.3622e-03, -2.4337e-03, -4.4619e-03,\n", + " -4.4636e-03, 2.1330e-03, -9.4468e-03, -1.2488e-03, 1.5879e-03,\n", + " 1.3358e-03, 2.8583e-03, -7.7989e-04, -1.1359e-02, 5.9131e-03,\n", + " -5.0654e-04, -6.4916e-03, -9.0991e-03, -2.9801e-03, -5.1659e-03,\n", + " 3.0248e-03, -4.6358e-03, 1.7679e-04, -7.1362e-04, -4.8308e-03,\n", + " -2.1655e-04, -8.4657e-04, -2.9123e-03, 1.9827e-05, -1.4903e-03,\n", + " 1.5857e-03, -2.1722e-03, -1.5358e-03, -1.4887e-03, 1.6541e-03,\n", + " 6.3061e-04, 3.3637e-03, -1.6054e-03, 7.6287e-03, -6.5195e-03,\n", + " 9.8660e-06, 7.0535e-04, 3.3180e-03, -3.1242e-03, -2.3600e-04,\n", + " 4.9816e-05, -8.1237e-04, 5.3279e-03, 1.1684e-03, -2.9989e-03,\n", + " -5.5844e-03, 6.4648e-03, 3.2004e-03, -8.1127e-03, -4.2536e-04,\n", + " -5.5996e-03, -4.8231e-03, -6.2595e-04, -3.5194e-03, -5.6636e-03,\n", + " 9.8256e-04, 5.5694e-04, 4.0087e-03, 7.9766e-03, 3.6963e-03,\n", + " -1.9567e-03, 2.4545e-04, 1.1400e-04, -7.9843e-04, 7.8507e-03,\n", + " 7.2870e-03, 2.6915e-03, 2.4742e-03, 7.2409e-03, -9.0063e-04,\n", + " -3.7270e-03, 1.6768e-03, -3.4147e-03, 1.2459e-03, -3.5426e-03,\n", + " 4.9183e-03, -6.1690e-03, -7.3503e-03, 3.0565e-03, -4.7364e-03,\n", + " 3.7091e-03, 7.3775e-03, -2.1288e-03, -1.1558e-03, -1.5360e-03,\n", + " -3.1511e-03, -1.7183e-03, 8.4660e-04, -6.6942e-03, 3.6269e-03,\n", + " 8.5252e-03, -9.6725e-03, 1.7212e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.8242e-02, 1.6052e-02, 6.7929e-04, -4.5531e-02, 7.6044e-03,\n", + " -1.6786e-02, -1.8755e-02, 4.0754e-03, -2.7576e-03, -6.6498e-03,\n", + " -8.0987e-03, -4.0509e-02, 5.3192e-03, -3.0114e-02, 1.2715e-02,\n", + " -2.7383e-02, -3.2627e-02, 4.0527e-02, -1.6088e-02, 3.1037e-02,\n", + " 7.9172e-03, -1.8019e-02, 6.1722e-03, 1.0265e-02, -6.1335e-02,\n", + " 3.9309e-02, -1.8537e-02, -1.2106e-03, -3.4395e-03, -1.0315e-03,\n", + " -1.9248e-02, 8.8129e-03, -5.7157e-03, -1.3530e-02, -1.3335e-02,\n", + " 7.2111e-03, -3.0187e-02, 1.9822e-02, -3.0316e-02, -4.3199e-02,\n", + " 4.6552e-02, -6.7927e-03, 1.3629e-02, 2.2728e-02, -2.0124e-02,\n", + " 2.3692e-03, 9.4818e-03, -6.7438e-04, 3.3077e-03, -4.8075e-03,\n", + " -2.7165e-02, -8.4480e-03, -3.5768e-03, 6.3171e-03, -2.8506e-02,\n", + " -1.4303e-02, -8.2922e-03, -4.0246e-04, 1.3716e-02, -6.9538e-03,\n", + " 2.0895e-02, -5.8032e-02, 3.9176e-02, -1.2765e-02, -1.7423e-03,\n", + " -4.6534e-03, -5.7562e-02, -9.1416e-03, -1.4435e-02, 2.3388e-03,\n", + " 1.9693e-02, 3.2954e-02, -2.4976e-03, 2.6853e-02, 1.1012e-03,\n", + " -4.5140e-03, -3.0862e-02, 2.2942e-03, -4.9116e-02, 2.6364e-02,\n", + " -4.0455e-02, 5.6404e-02, 3.0333e-03, -2.9508e-02, -1.0105e-02,\n", + " 2.2486e-02, -1.1500e-02, 2.8246e-02, -2.8232e-02, -2.0714e-02,\n", + " 2.4037e-03, 2.3104e-02, 1.8225e-02, 3.5093e-02, 5.4720e-02,\n", + " 1.9456e-02, 3.7648e-02, -7.2115e-03, 2.0134e-03, -7.1575e-03,\n", + " -4.7583e-02, -7.9213e-03, -3.5190e-02, -5.3314e-03, 4.6044e-02,\n", + " 3.6620e-02, 2.7530e-02, -3.3451e-02, 2.2783e-03, -1.4599e-02,\n", + " -9.5381e-03, 1.0059e-02, -1.9624e-02, 1.8877e-02, 2.1637e-02,\n", + " -8.6641e-03, 4.5398e-03, -9.4218e-03, -9.4950e-03, 3.3315e-02,\n", + " 1.3042e-02, 3.0492e-02, -2.7592e-03, 1.9139e-02, 7.1785e-04,\n", + " 3.2160e-02, -7.8755e-03, -2.7422e-02, 5.8798e-03, -5.1139e-02,\n", + " -2.2756e-02, 1.9337e-02, 1.5959e-02, -3.0184e-02, -7.4617e-03,\n", + " -8.0801e-02, 5.4946e-02, 1.4812e-03, 6.7274e-02, 5.2024e-02,\n", + " 1.8119e-02, -2.9523e-03, 3.8502e-02, 1.3709e-03, -7.7799e-02,\n", + " -5.4371e-02, -6.9412e-02, 1.6286e-02, -6.2979e-02, 8.9531e-02,\n", + " 7.0456e-02, -1.0722e-03, 3.2478e-02, 1.4210e-02, -3.2339e-02,\n", + " -1.1903e-02, 4.2116e-02, -1.8344e-01, -2.9305e-02, 9.3860e-02,\n", + " 1.8784e-01, 5.4586e-02, 7.9672e-02, -1.6692e-03, -2.3892e-02,\n", + " 2.1007e-02, -6.2244e-02, 4.3473e-02, 2.2513e-02, 5.3569e-03,\n", + " -9.0577e-02, 2.0346e-02, -3.8865e-02, -2.1226e-02, 8.9533e-02,\n", + " -4.1171e-03, 7.2619e-02, -1.4888e-03, 7.0522e-03, 7.3096e-04,\n", + " -7.1846e-02, -4.2325e-02, 8.8455e-02, -4.3978e-02, -7.2479e-02,\n", + " -5.7627e-02, -2.8681e-03, 1.5371e-02, 3.7421e-02, -3.6268e-02,\n", + " 2.1429e-02, -1.5141e-02, 4.1866e-02, -3.1661e-02, 2.9718e-02,\n", + " -2.5303e-02, -1.2677e-02, -3.7192e-02, 1.3115e-02, -2.8896e-02,\n", + " -3.5556e-02, -3.1369e-02, 4.4883e-02, 2.8941e-02, -4.0662e-02,\n", + " 3.5831e-02, 5.4088e-02, -4.8813e-02, -2.3659e-02, 2.5421e-02,\n", + " -1.6727e-02, 4.8671e-02, -5.5172e-02, 4.5883e-02, -5.0672e-02,\n", + " 2.0574e-03, 1.5467e-02, 5.1631e-02, -3.1609e-02, -4.5804e-02,\n", + " 5.4663e-02, -1.0091e-02, -4.2817e-02, -1.5756e-02, 6.2572e-02,\n", + " 3.3918e-03, 3.0631e-03, 1.5189e-03, 5.5687e-02, 1.2885e-02,\n", + " 3.5555e-03, 5.8069e-02, 1.0536e-01, 7.0028e-02, -2.6095e-03,\n", + " 1.5427e-02, -3.1636e-02, 2.2711e-03, 9.9570e-03, 6.8026e-03,\n", + " 6.8714e-02, -4.5053e-02, 3.2791e-02, -1.5710e-03, 6.5959e-02,\n", + " -7.2704e-03, 2.6699e-02, 6.9497e-03, -8.1057e-02, -4.3035e-02,\n", + " -5.8317e-02, -9.0645e-03, -4.5359e-02, -3.6586e-02, -5.9921e-03,\n", + " -4.1798e-02, 2.2294e-02, -8.3527e-03, 2.6084e-02, -1.2413e-01,\n", + " -6.9360e-02, -6.3062e-02, 3.7366e-02, 2.1548e-02, -1.9469e-01,\n", + " -1.0794e-02, 3.9976e-02, 3.4476e-02, -2.0506e-03, 4.3186e-02,\n", + " 5.6000e-04, -4.6263e-02, -2.3633e-01, 1.2304e-03, 1.3118e-02,\n", + " -1.4241e-02, 4.8328e-04, -2.3900e-02, -6.4434e-02, -2.7740e-03,\n", + " 1.1991e-02, 6.7576e-03, -3.5107e-02, 1.1733e-01, -3.2928e-02,\n", + " -1.5497e-02, -1.3771e-02, 9.0491e-02, 3.6818e-02, 9.0136e-02,\n", + " 7.6004e-02, -6.3378e-03, 1.0249e-02, -3.4298e-02, -1.2169e-02,\n", + " 1.8257e-02, 1.7168e-02, -1.4144e-01, -2.4036e-03, -5.6478e-02,\n", + " -3.8068e-04, -8.3740e-03, -8.4914e-03, -1.5303e-02, 6.0263e-02,\n", + " -4.2278e-02, -8.2476e-03, -7.1081e-03, -5.8119e-02, 2.9850e-02,\n", + " 2.4652e-02, 1.1346e-02, -4.5043e-02, 4.7922e-02, 8.9379e-02,\n", + " 9.7176e-02, 7.5907e-03, -2.5082e-04, 1.5477e-02, -4.3459e-03,\n", + " -3.5785e-02, 5.4299e-03, 2.1206e-02, 2.2086e-02, 4.7614e-03,\n", + " 9.7803e-03, -9.1928e-03, 2.0375e-02, -1.1800e-02, -1.5199e-02,\n", + " 1.1916e-02, -9.0820e-03, 1.7234e-02, 6.5620e-03, -1.4736e-02,\n", + " 4.1396e-03, -2.2952e-03, 8.9079e-03, -1.8973e-02, -1.6352e-02,\n", + " -3.5601e-03, -6.4434e-03, 1.0230e-02, 8.1175e-03, -1.7593e-03,\n", + " 7.1144e-03, 1.7969e-02, -1.8617e-02, 6.3794e-03, 5.7215e-03,\n", + " -2.9146e-03, -4.6185e-03, -2.4618e-02, 3.3373e-03, -2.5684e-03,\n", + " 1.4264e-02, -1.6099e-02, 5.8278e-03, -1.2077e-02, -4.1571e-03,\n", + " -2.4198e-02, 1.2328e-02, 1.8090e-03, -1.2160e-02, 1.1592e-02,\n", + " -3.0703e-02, 1.5594e-02, -1.1509e-02, -3.5502e-04, 4.8585e-03,\n", + " -1.3018e-02, 1.1425e-02, -5.5097e-03, 9.0946e-03, -1.4013e-02,\n", + " -1.0595e-02, 1.4632e-02, -1.4093e-02, 2.1672e-02, -4.5088e-03,\n", + " 1.8495e-02, 3.1153e-03, 2.0836e-02, -3.9461e-03, -7.6958e-03,\n", + " 7.5840e-03, 8.6836e-02, -3.7763e-02, 8.1773e-03, -3.3637e-02,\n", + " 1.3491e-02, 3.2548e-03, 1.6804e-02, 2.0859e-03, 2.4908e-02,\n", + " 2.6568e-02, -2.3366e-02, 5.8944e-02, -5.7090e-03, -2.6653e-02,\n", + " -6.4222e-02, -9.7310e-02, 6.6867e-02, 2.8712e-02, 6.0220e-02,\n", + " -6.7466e-02, 2.7272e-03, -1.8374e-02, 2.4921e-02, 5.3960e-02,\n", + " -1.4786e-02, 1.3181e-02, -1.3798e-02, -9.4834e-02, 2.8755e-02,\n", + " -2.2676e-02, 6.9769e-02, -2.5340e-02, 3.5073e-02, 5.9998e-02,\n", + " -7.6601e-03, 8.5230e-03, 1.6521e-02, -7.7977e-03, -2.3793e-03,\n", + " 4.2345e-03, 6.4632e-02, 4.2309e-02, -9.3236e-03, -2.1994e-02,\n", + " 5.8959e-02, -2.2994e-02, -6.5030e-02, -1.6281e-02, -5.5630e-02,\n", + " -2.5184e-02, -3.6274e-02, 3.7731e-02, 2.6989e-04, 1.2195e-02,\n", + " -4.7274e-03, -3.6781e-03, 1.2043e-02, -8.5248e-02, -3.0538e-02,\n", + " -1.8425e-03, -2.0367e-02, -8.9329e-02, 5.7565e-03, -1.7857e-02,\n", + " -3.1994e-02, -1.3314e-02, 9.7872e-03, -1.0319e-01, 4.3625e-02,\n", + " -2.7035e-02, 1.5709e-02, -8.4835e-02, -7.6175e-02, 1.0201e-02,\n", + " -1.1582e-01, 8.3528e-03, 2.4661e-02, 8.6825e-02, -6.6950e-02,\n", + " -6.2077e-02, 4.7775e-02, -2.3054e-02, -2.1432e-02, 2.0225e-02,\n", + " 3.3961e-02, -1.4114e-02, 2.0991e-02, 2.3415e-02, 8.1193e-02,\n", + " 2.1595e-02, 3.6130e-02, 4.9497e-02, 6.3073e-02, 4.6406e-02,\n", + " 3.0338e-02, -5.9555e-02, -7.8892e-02, -4.5155e-02, -4.8987e-02,\n", + " 4.2705e-02, 1.6774e-03, -3.7062e-03, 8.2535e-03, -1.2161e-02,\n", + " -4.8232e-03, -6.9069e-02, -3.2170e-02, -3.9849e-02, -3.3174e-02,\n", + " 1.4383e-02, 4.4159e-02, 3.1472e-02, 1.7897e-02, -6.9858e-02,\n", + " -7.2760e-02, -6.2478e-02, 3.8139e-02, -1.6961e-01, 2.5614e-02,\n", + " -3.7852e-02, 1.7690e-02, -4.4338e-02, -3.7692e-02, 5.7063e-02,\n", + " -1.1121e-02, 5.4335e-02, -7.4261e-03, 3.8294e-02, -1.5834e-02,\n", + " 8.2612e-03, -1.5319e-02, 1.0531e-02, 8.6753e-03, -1.6326e-02,\n", + " -1.6447e-02, 2.7832e-02, 1.7400e-02, 7.4450e-03, -5.7590e-02,\n", + " -1.0983e-02, -1.2236e-03, -2.2343e-02, -9.4416e-03, -3.0301e-02,\n", + " 2.1371e-02, 2.6331e-02, 4.6064e-03, -1.9960e-02, -5.4417e-02,\n", + " -3.1731e-02, 6.7386e-03, 3.2658e-02, 2.7263e-03, -3.3863e-02,\n", + " 5.5749e-02, -2.6144e-02, -2.3101e-02, 1.6327e-02, -1.1035e-04,\n", + " -2.7000e-02, 9.2004e-04, -1.9686e-02, -6.0714e-02, -3.4407e-02,\n", + " -2.2599e-02, -5.5210e-03, -3.9443e-02, -1.1526e-02, -5.9170e-03,\n", + " 7.8647e-05, 1.6848e-02, -7.4877e-04, -5.9031e-03, -1.2889e-02,\n", + " 4.4914e-03, 1.3828e-03, -2.7997e-04, -3.6936e-02, 2.8271e-02,\n", + " 2.3721e-02, 6.0413e-02, -1.3877e-02, -6.0220e-02, -6.6900e-02,\n", + " 3.0103e-02, -1.3988e-02, -1.8658e-02, 2.2930e-02, 2.4925e-03,\n", + " 4.0404e-03, 3.8067e-02, -1.2581e-02, 1.9485e-02, 3.4213e-02,\n", + " 6.5759e-03, 3.8484e-02, -8.5224e-03, 1.8648e-03, -2.8107e-03,\n", + " -3.6219e-02, -1.6510e-03, 3.6210e-03, -8.2124e-03, -2.5156e-02,\n", + " 6.3127e-02, -4.6170e-02, 2.5156e-02, -7.6700e-02, 2.1102e-02,\n", + " -4.2046e-02, 4.5407e-02, 4.3349e-03, 3.3360e-02, 1.0947e-01,\n", + " -4.9077e-02, -6.1761e-02, -5.7217e-02, -3.5672e-02, -1.0588e-01,\n", + " 3.0359e-02, -2.9462e-02, 4.2258e-02, -9.5997e-03, 4.4010e-02,\n", + " 4.2341e-02, 5.1732e-02, 2.1183e-03, -5.0414e-02, -7.8908e-03,\n", + " -4.4756e-02, -3.7357e-02, 6.2844e-03, -2.0706e-02, -5.1417e-02,\n", + " -8.4017e-02, -5.9557e-02, 7.1229e-02, -1.6240e-02, -3.1476e-02,\n", + " -6.0723e-03, 3.0246e-02, -4.2428e-02, 3.8662e-02, -9.2884e-03,\n", + " -5.2331e-02, -7.3649e-02, 1.4400e-02, -4.5456e-02, -5.6088e-02,\n", + " 6.0201e-02, -2.1013e-02, -6.8885e-03, 7.3421e-02, -1.9092e-02,\n", + " 6.2775e-02, 2.4232e-02, 7.5977e-02, -1.4658e-02, 1.7107e-02,\n", + " -2.4815e-02, 2.4507e-02, -1.6045e-03, -5.7588e-02, 1.2986e-02,\n", + " -9.3580e-02, 7.0040e-03, -3.5518e-02, 3.7118e-02, 1.6048e-02,\n", + " -1.5182e-02, 1.4095e-02, -1.9192e-02, 1.3833e-02, -3.1981e-02,\n", + " 2.6126e-02, 1.2437e-02, 4.6880e-03, -4.8062e-02, 2.6322e-03,\n", + " -3.1447e-02, -2.5055e-02, 2.8027e-02, 2.6365e-02, 4.5242e-02,\n", + " 1.9141e-02, 1.7912e-02, -1.4976e-03, 2.5714e-02, 2.3334e-02,\n", + " 3.5665e-02, 8.6034e-03, -5.3925e-02, -9.6002e-04, -5.5453e-03,\n", + " -6.9494e-03, 7.3938e-03, -1.7202e-03, 5.7534e-03, -1.6194e-02,\n", + " -1.0569e-02, -3.6014e-02, 8.2945e-03, 3.8482e-03, -8.8537e-03,\n", + " -3.7379e-02, 4.5590e-02, 3.8336e-02, 3.0385e-02, -6.4473e-02,\n", + " 2.4093e-02, 5.6504e-03, -3.8695e-02, -9.4051e-03, -1.5880e-02,\n", + " -6.2810e-02, -1.3611e-02, -6.6862e-03, 2.1578e-03, -8.5221e-02,\n", + " -4.8253e-02, 2.2751e-02, 8.9920e-02, -4.9908e-02, -5.9406e-02,\n", + " -3.9813e-03, -1.3122e-02, 7.3981e-02, 2.3309e-02, 3.1407e-02,\n", + " 6.5194e-02, 1.2832e-02, -5.3519e-03, 2.9226e-02, -1.2126e-01,\n", + " -6.4273e-02, 3.5497e-02, -4.5186e-02, 3.5550e-02, -1.4545e-02,\n", + " 7.1125e-02, 5.5555e-02, 1.6181e-02, -2.7729e-02, 1.4682e-02,\n", + " -2.4223e-02, 4.7663e-02, 4.8806e-03, -3.6565e-02, -1.5693e-02,\n", + " -3.3613e-02, 3.1259e-02, -5.5014e-02, -5.7879e-02, -3.5043e-02,\n", + " 3.8435e-02, 7.7283e-03, -1.7196e-02, 9.5265e-02, 5.5821e-02,\n", + " -4.3904e-03, -5.8809e-02, -2.7309e-02, -5.7056e-03, 7.1179e-02,\n", + " 1.1804e-01, 9.7938e-03, 5.9200e-03, 1.9842e-02, -1.1714e-01,\n", + " -4.7543e-02, 2.9086e-02, 3.6706e-02, 1.7245e-02, 3.9913e-02,\n", + " -6.7838e-02, -1.5897e-01, -2.1729e-03, 1.9645e-02, 2.8537e-02,\n", + " 1.2082e-02, 8.7888e-02, -4.4203e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.4977e-03, -5.8318e-02, -5.9408e-02, -3.4219e-02, 2.9659e-02,\n", + " -1.3883e-02, -3.4171e-02, 3.6612e-02, -1.6336e-02, -4.2100e-02,\n", + " 4.3812e-03, 3.4013e-02, 1.0559e-02, 1.0405e-02, 2.8295e-03,\n", + " -5.9294e-02, -2.2357e-02, -2.6027e-02, 2.5000e-02, -3.5858e-02,\n", + " -6.8610e-02, 2.2830e-02, -4.3490e-02, -3.5495e-02, 2.1938e-02,\n", + " 1.3738e-02, -2.6242e-03, -3.4758e-02, 1.7065e-03, -1.9392e-02,\n", + " 3.7463e-02, 1.6382e-02, -1.5214e-02, 3.1857e-02, -2.9454e-02,\n", + " -1.2715e-02, 2.3723e-02, 5.2937e-02, -1.9313e-02, 2.6527e-02,\n", + " -4.8485e-03, 4.2799e-03, 6.2875e-02, -5.2468e-03, 4.9480e-02,\n", + " -5.7368e-04, 1.6800e-02, -1.2654e-02, -4.5439e-03, -1.9767e-02,\n", + " 9.1531e-04, 5.3753e-02, -6.5377e-02, 2.3882e-02, 2.8732e-02,\n", + " 6.9727e-03, -3.6051e-02, 1.6554e-02, -2.5617e-02, 4.2405e-03,\n", + " -8.8878e-03, 4.1141e-02, 4.2842e-02, -1.5728e-02, -1.1575e-02,\n", + " 5.0033e-03, 2.3285e-02, 1.8068e-02, -5.7623e-02, -2.1088e-03,\n", + " -5.8632e-03, -2.3334e-02, -1.6109e-02, 6.7569e-02, -5.4570e-02,\n", + " 7.7367e-02, 4.2741e-02, -5.6250e-02, -6.7747e-02, -3.6841e-02,\n", + " -4.4577e-03, 9.9018e-03, -1.3683e-02, -1.1344e-02, -6.2797e-03,\n", + " 8.3140e-03, 3.3246e-02, -1.7477e-03, 1.7137e-02, 3.8271e-02,\n", + " 2.0271e-02, 3.6950e-03, -1.0749e-01, -2.0247e-02, 1.4863e-02,\n", + " 3.8535e-03, -2.8384e-02, 2.7284e-02, -1.9737e-02, 2.6596e-02,\n", + " -9.0673e-03, -1.6754e-02, -7.8236e-02, 2.6962e-02, 1.9910e-02,\n", + " 8.7516e-02, -1.5301e-02, -3.6692e-02, 7.2781e-02, -1.9724e-02,\n", + " -2.1835e-02, 1.2968e-02, 2.4112e-02, 5.3384e-03, -2.8768e-02,\n", + " -3.9314e-03, 1.6691e-03, -1.2197e-02, -1.9537e-03, -5.3698e-02,\n", + " 2.2311e-02, 7.5372e-02, -2.1453e-02, -5.5742e-02, -7.2418e-02,\n", + " 1.2746e-02, 2.0694e-02, -6.7324e-02, -1.4008e-02, 3.5465e-02,\n", + " 1.7402e-02, -6.8890e-03, -4.0218e-02, -4.7284e-02, -2.3219e-02,\n", + " 1.9387e-02, -4.1004e-02, -6.8705e-02, -1.7860e-02, -8.8890e-03,\n", + " 7.3144e-03, 1.6304e-02, -7.0777e-02, -9.8029e-03, -7.4291e-02,\n", + " 6.2450e-02, 3.9664e-02, 4.1309e-02, 1.8493e-02, -5.1774e-02,\n", + " 4.1458e-02, -6.3092e-03, 4.3661e-04, 2.7126e-02, -9.7068e-03,\n", + " -3.6577e-02, 1.6794e-02, -1.9043e-03, -2.6729e-02, -4.7534e-02,\n", + " -2.6228e-02, -1.8901e-03, 4.4440e-02, 1.6300e-02, -3.6250e-03,\n", + " 9.3093e-03, -4.8351e-02, -3.7928e-02, 3.3558e-02, 2.4422e-02,\n", + " -2.0263e-03, -2.1969e-02, 5.7220e-02, -5.3319e-02, 7.1146e-04,\n", + " 1.1614e-02, -4.2042e-03, -2.8989e-02, 3.9551e-02, 1.4957e-02,\n", + " -2.8238e-02, 4.0258e-03, 2.3899e-02, -3.8192e-02, -2.1216e-02,\n", + " 4.3902e-02, -4.1516e-02, -3.5074e-02, -6.1032e-02, -2.1454e-02,\n", + " 2.7867e-02, 3.5708e-02, -4.0569e-02, 6.9414e-02, -3.7652e-03,\n", + " -3.6858e-02, -2.7415e-02, -1.1231e-01, -4.4435e-02, -1.3023e-02,\n", + " 2.9178e-03, -2.6235e-02, -1.3683e-02, 9.3050e-02, -3.0005e-02,\n", + " 5.2984e-02, 2.6906e-02, -4.7459e-02, 7.2336e-04, 7.6570e-03,\n", + " 4.1943e-03, 6.4172e-02, 1.6723e-02, -7.6660e-02, -2.9655e-02,\n", + " 8.3739e-02, 1.6712e-02, 3.8588e-02, -7.7765e-02, 6.1119e-02,\n", + " 3.6975e-02, -4.2108e-02, -2.2393e-02, 1.9612e-04, -7.5255e-03,\n", + " -9.4829e-02, -4.0857e-02, 2.5547e-02, -1.9075e-02, 4.8036e-03,\n", + " 2.0476e-02, -1.3417e-02, -5.0989e-02, 3.5957e-02, -8.9970e-03,\n", + " -2.1168e-02, -1.4132e-02, -1.8446e-02, -1.3940e-02, 5.5764e-02,\n", + " -3.0442e-02, -5.2701e-02, 4.8942e-02, 2.7745e-02, 3.1433e-02,\n", + " 1.3474e-02, -6.8444e-02, -1.6098e-02, 5.0308e-02, 2.2103e-02,\n", + " -3.0550e-02, -8.9626e-02, -5.5640e-02, -3.9156e-02, -8.5719e-02,\n", + " 9.0315e-02, 1.4067e-02, 1.9041e-02, -2.6861e-02, 9.8570e-03,\n", + " 5.9287e-02, 1.4764e-02, -1.9590e-02, 3.5657e-02, -4.4692e-02,\n", + " 5.9917e-02, -5.7609e-03, -2.1277e-02, -7.5836e-03, -1.6423e-02,\n", + " -5.9634e-02, 2.7493e-02, -3.4212e-03, 6.5106e-03, 1.1648e-02,\n", + " -6.6588e-02, -5.4596e-02, -2.1614e-02, -8.6876e-03, 1.1779e-02,\n", + " 5.8900e-02, -2.7772e-02, -5.1084e-02, 1.2807e-02, 1.8148e-02,\n", + " -1.2581e-03, 4.9012e-03, 2.7019e-02, 4.0737e-02, -3.5817e-02,\n", + " -9.7331e-02, -5.1531e-02, 5.8311e-02, 1.8513e-02, -6.1791e-02,\n", + " -3.7654e-02, 5.5711e-02, -1.5730e-03, -3.8595e-02, -5.8802e-03,\n", + " 1.3054e-03, 1.9540e-02, 9.7104e-03, 3.6344e-03, -1.1842e-01,\n", + " 6.9470e-02, 2.9561e-02, 4.4506e-02, 1.3827e+00, -6.1254e-03,\n", + " 1.8903e-02, -1.2705e-01, 2.0929e-02, -1.8475e-02, -8.7009e-03,\n", + " -3.6293e-02, -3.4297e-02, -7.8291e-02, 5.2299e-02, -1.2686e-01,\n", + " -3.1820e-02, -2.7015e-02, -5.4078e-02, 3.3989e-02, -1.0599e-02,\n", + " -2.3747e-02, -2.2481e-02, 2.9486e-02, -2.0802e-02, -1.6394e-02,\n", + " -2.7769e-03, -9.5469e-02, 1.0151e-02, -2.2749e-02, 8.0723e-02,\n", + " 1.0998e-02, -1.1187e-02, -5.2529e-03, -2.5462e-02, 4.3280e-03,\n", + " -2.6410e-02, -4.5134e-02, -7.7302e-02, 8.8748e-03, -1.7352e-02,\n", + " 2.6831e-02, -4.1717e-02, -2.2053e-02, -4.5912e-02, -2.2090e-02,\n", + " 5.3352e-02, 6.6679e-02, 2.1668e-02, -5.6110e-03, 1.6264e-02,\n", + " 4.0134e-02, -2.5208e-02, -2.0292e-03, 2.7989e-02, -2.1714e-02,\n", + " 8.5610e-03, -6.3146e-03, 1.1719e-02, -2.2693e-02, -2.6770e-02,\n", + " 9.0582e-03, -5.9763e-02, -6.4953e-02, -7.1982e-02, -5.7925e-02,\n", + " 1.0843e-02, 2.1640e-02, -6.0081e-03, 1.2176e-02, -8.2883e-03,\n", + " -4.1679e-03, -2.0008e-02, 1.4581e-02, 2.0119e-02, -1.7570e-02,\n", + " -8.9629e-03, 2.2902e-01, -1.7548e-02, 4.4608e-02, -2.1819e-02,\n", + " 1.5109e-02, 6.2024e-02, -2.3264e-02, 2.3748e-02, 4.8508e-03,\n", + " -1.8340e-02, 7.2884e-03, 6.8203e-03, -4.7253e-02, -4.3405e-02,\n", + " 2.8494e-02, 9.1424e-02, -1.9493e-02, -7.4147e-03, 1.6797e-02,\n", + " 6.0675e-02, 2.1703e-02, -2.1607e-02, -8.8577e-04, 2.4513e-02,\n", + " 3.6168e-02, 2.1683e-03, -1.4711e-03, 2.8878e-02, 2.5071e-03,\n", + " 2.3968e-02, 5.0297e-02, 2.1514e-02, -1.1744e-02, 1.2251e-02,\n", + " 8.0222e-03, 1.1618e-02, 4.1791e-02, 3.9131e-02, 5.2342e-03,\n", + " 5.7284e-03, 6.6655e-02, -2.4819e-02, 1.9986e-02, 2.0971e-02,\n", + " -8.5601e-03, -1.7412e-02, 1.6118e-04, 4.7389e-02, -1.3421e-02,\n", + " 1.6614e-02, -7.7603e-03, 1.1518e-02, -1.1632e-01, -3.8554e-03,\n", + " -5.8983e-04, 1.2986e-02, 4.9433e-02, -3.0986e-02, -2.9143e-02,\n", + " -3.9181e-03, 6.7542e-03, 5.7265e-03, -5.3900e-02, 8.2221e-03,\n", + " 1.0502e-02, -7.9724e-03, -3.9024e-02, 8.7369e-03, -1.7433e-03,\n", + " -4.5514e-03, 4.2395e-02, -1.3199e-02, 3.5523e-02, 1.7207e-02,\n", + " 2.1121e-03, -2.8957e-02, -1.7038e-02, 6.9689e-03, 5.3162e-03,\n", + " -7.4311e-02, 1.4257e-01, 4.7991e-02, -8.8047e-03, 7.0979e-02,\n", + " -4.5534e-02, -1.5979e-02, 1.4195e-02, -1.8684e-02, 3.9049e-02,\n", + " 1.2941e-03, -5.3608e-02, 9.5736e-03, -4.4222e-02, 2.7547e-02,\n", + " 3.7262e-02, -3.7164e-02, -4.0022e-03, 4.1768e-02, -6.5855e-04,\n", + " 2.0611e-02, -2.8046e-02, 2.9338e-02, 1.2302e-02, 1.2190e-02,\n", + " -3.6168e-02, -3.4661e-02, -3.7648e-04, 5.0876e-02, -6.8179e-02,\n", + " 1.5915e-02, -1.2481e-02, -5.3977e-02, 7.1567e-03, 1.9978e-02,\n", + " 3.4705e-02, -5.1394e-02, 2.8594e-02, -2.7983e-02, 6.6367e-03,\n", + " -6.4842e-03, -4.9403e-02, -1.7707e-03, 1.2506e-02, 3.8007e-03,\n", + " -3.0231e-02, -1.9823e-02, 3.4256e-02, 3.9152e-02, -3.2271e-03,\n", + " -8.7465e-02, -3.8993e-02, 6.9314e-02, 1.3873e-02, 3.7864e-02,\n", + " -6.4383e-02, 2.4833e-02, 1.7983e-02, 3.5219e-02, 6.8765e-02,\n", + " -3.9525e-03, -2.4988e-02, 2.8499e-03, 2.8048e-02, 1.3872e-02,\n", + " 3.1749e-02, 3.5032e-02, -7.9839e-04, -4.3832e-02, -6.1387e-02,\n", + " 1.6998e-02, 3.7690e-03, -2.2619e-02, -2.3249e-02, 1.8542e-02,\n", + " 2.3651e-02, -2.2713e-02, -5.1066e-02, -7.9852e-02, 2.2408e-02,\n", + " 1.9867e-02, 4.7989e-02, 2.1447e-02, 4.1822e-02, -3.2858e-03,\n", + " 4.7713e-02, 1.8413e-02, 2.7769e-02, -2.9019e-02, 1.3876e-02,\n", + " 6.8347e-02, 2.2710e-02, 2.0211e-02, -3.6122e-03, 4.6873e-02,\n", + " -4.9087e-03, -5.3342e-03, -1.3915e-02, -5.5734e-02, 1.6969e-02,\n", + " -1.7623e-02, -1.3843e-02, 6.9464e-02, 3.3743e-02, -3.0605e-02,\n", + " 5.0415e-03, -3.9622e-02, 2.6976e-02, -1.9267e-02, 6.2019e-03,\n", + " -4.7338e-02, 2.9120e-02, -4.6713e-02, -3.5303e-03, 5.4761e-02,\n", + " -4.7278e-02, 4.4265e-03, 1.1394e-01, -2.0797e-02, 6.2440e-02,\n", + " -7.7221e-03, 1.3187e-02, -2.5401e-02, 2.1879e-02, 3.1106e-02,\n", + " 2.8054e-02, -6.9965e-02, -3.0380e-02, 5.9142e-02, 2.6377e-02,\n", + " 1.4593e-02, 4.1725e-02, -1.7920e-02, 4.0708e-03, -1.4460e-02,\n", + " 5.8747e-02, -2.9292e-02, 5.0542e-02, 1.6073e-02, -3.5962e-03,\n", + " 2.1294e-02, 2.6950e-02, 7.8962e-02, -3.5703e-02, 1.2973e-02,\n", + " -3.0258e-02, -2.7534e-02, 5.9102e-02, 1.0997e-02, -8.9457e-03,\n", + " -2.2137e-02, 7.7598e-02, 2.2481e-02, 5.9698e-02, 1.5466e-02,\n", + " 9.7872e-03, -1.1067e-02, 1.4848e-02, 3.3246e-02, -1.6807e-02,\n", + " -1.1688e-02, 1.9569e-02, 1.1142e-02, -1.1578e-02, 2.1673e-02,\n", + " -4.1207e-02, -9.2730e-04, -5.9493e-02, -8.1777e-02, 6.0757e-03,\n", + " -7.8417e-02, -1.9901e-02, -1.2336e-02, -2.9706e-02, -1.8111e-02,\n", + " 3.2058e-02, -6.5366e-03, -3.4635e-02, -5.7194e-02, -9.3460e-03,\n", + " -7.7416e-04, -5.8476e-03, 2.1702e-02, -3.5710e-02, 5.5709e-02,\n", + " -1.4590e-03, -1.8078e-02, -2.7635e-03, 5.0525e-02, -1.2686e-02,\n", + " 5.2271e-03, 2.5424e-02, -2.6894e-02, 5.0291e-02, 4.4936e-03,\n", + " 5.4992e-02, -4.5140e-02, -1.8528e-02, -1.0949e-02, 2.1247e-02,\n", + " -2.6536e-02, 1.4855e-02, -5.3185e-02, 1.8587e-02, -3.2241e-02,\n", + " -7.5097e-02, 2.2959e-03, 5.3601e-02, -3.7803e-02, 5.5820e-03,\n", + " -3.5933e-03, -3.2953e-02, 4.3455e-02, -1.6052e-02, 6.0731e-03,\n", + " 6.5781e-02, -4.0856e-02, -1.9919e-02, -4.0779e-04, -3.4148e-03,\n", + " -1.1378e-02, 1.4584e-02, -4.0753e-02, 3.6884e-02, 2.5931e-02,\n", + " 1.6278e-02, 1.0862e-02, -3.6356e-02, 3.9345e-02, 2.7920e-02,\n", + " 1.6333e-02, 3.7971e-03, 3.5520e-02, 1.9237e-02, -2.2903e-02,\n", + " 1.7629e-02, -8.8786e-03, -3.7488e-02, 5.9462e-02, 4.1188e-02,\n", + " -7.0471e-03, -2.4239e-02, 7.1802e-02, -4.4435e-02, -1.4376e-02,\n", + " 1.0387e-02, 4.7469e-02, -1.0805e-02, 6.3748e-03, 1.4646e-02,\n", + " 4.2062e-02, 2.8122e-02, -2.3853e-02, 1.0682e-01, 3.9066e-02,\n", + " -3.2139e-02, -2.5223e-02, -1.5171e-02, -3.8038e-04, -8.7976e-03,\n", + " -1.2307e-02, -8.1391e-02, -3.8652e-02, 3.1205e-02, -3.7772e-02,\n", + " 4.7275e-02, 2.8432e-02, -3.1991e-02, 3.3585e-02, 3.4922e-02,\n", + " 7.6466e-05, -1.5907e-02, 2.2606e-03, -4.1701e-02, 1.6524e-02,\n", + " 2.9177e-02, -1.5534e-02, -3.1418e-02, 2.1896e-02, 2.6383e-02,\n", + " -2.6616e-03, -5.5641e-02, 5.5132e-03, 4.8515e-02, -2.0699e-02,\n", + " -4.8632e-02, -1.2423e-02, -2.6394e-02, 2.8775e-02, -4.2829e-02,\n", + " -2.0257e-02, 8.3192e-04, 4.5793e-02, -3.6889e-02, 1.2170e-02,\n", + " 8.9789e-03, 9.9276e-03, -5.8261e-03, 3.7888e-02, -8.6526e-03,\n", + " -5.9322e-03, -3.5998e-03, -5.3857e-03, -1.5980e-02, 9.9417e-02,\n", + " -9.0067e-02, -4.6854e-02, -3.7905e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8742, 0.8706, 0.7915, 0.7595, 0.9224, 0.8445, 0.8532, 0.8569, 0.8421,\n", + " 0.8229, 0.7422, 0.6822, 0.7783, 0.7567, 0.8391, 0.8450, 0.7797, 0.7830,\n", + " 0.9127, 0.8371, 0.8571, 0.7927, 0.8307, 0.8820, 0.7855, 0.8957, 0.7591,\n", + " 0.8718, 0.7878, 0.8350, 0.8610, 0.7771, 0.8634, 0.8458, 0.8442, 0.8601,\n", + " 0.8424, 0.8067, 0.8565, 0.8412, 0.8503, 0.8805, 0.8780, 0.8435, 0.7906,\n", + " 0.7628, 0.9501, 0.8636, 0.8851, 0.8454, 0.8912, 0.8351, 0.9049, 0.7563,\n", + " 0.8250, 0.7826, 0.8182, 0.7070, 0.8028, 0.7404, 0.8376, 0.7333, 0.7212,\n", + " 0.7898, 0.8234, 0.8341, 0.8192, 0.8594, 0.8030, 0.8848, 0.8729, 0.8908,\n", + " 0.8324, 0.7495, 0.8646, 0.7457, 0.8090, 0.7369, 0.7608, 0.8042, 0.8352,\n", + " 0.8813, 0.9096, 0.8153, 0.6590, 0.7578, 0.8149, 0.8025, 0.8442, 0.8797,\n", + " 0.8204, 0.8248, 0.8654, 0.7549, 0.7939, 0.7806, 0.7259, 0.7672, 0.8263,\n", + " 0.8593, 0.9033, 0.8954, 0.8615, 0.7968, 0.7549, 0.6647, 0.7691, 0.8833,\n", + " 0.8285, 0.7983, 0.8311, 0.7893, 0.7821, 0.8382, 0.8391, 0.7853, 0.7990,\n", + " 0.8612, 0.8488, 0.8005, 0.8187, 0.7255, 0.7692, 0.7733, 0.7095, 0.7993,\n", + " 0.8277, 0.7521, 0.8435, 0.7821, 0.8648, 0.7955, 0.6887, 0.8512, 0.8251,\n", + " 0.8696, 0.8123, 0.7644, 0.8271, 0.6795, 0.8820, 0.8848, 0.8754, 0.9218,\n", + " 0.7805, 0.7063, 0.8623, 0.8005, 0.8548, 0.8355, 0.7796, 0.8098, 0.7208,\n", + " 0.8715, 0.8474, 0.7715, 0.8335, 0.7731, 0.8838, 0.6790, 0.8499, 0.8608,\n", + " 0.7732, 0.9097, 0.7869, 0.8834, 0.8442, 0.7643, 0.7676, 0.8513, 0.8392,\n", + " 0.8126, 0.7639, 0.8652, 0.8967, 0.7696, 0.7491, 0.8106, 0.7832, 0.8119,\n", + " 0.7602, 0.8817, 0.8108, 0.8725, 0.8759, 0.8410, 0.9012, 0.8330, 0.8760,\n", + " 0.8228, 0.8419, 0.9283, 0.8720, 0.7790, 0.8465, 0.8660, 0.8480, 0.8047,\n", + " 0.8156, 0.7114, 0.8452, 0.8114, 0.7014, 0.7856, 0.7785, 0.8279, 0.8170,\n", + " 0.7640, 0.8470, 0.7927, 0.7429, 0.8660, 0.8057, 0.8439, 0.8074, 0.6624,\n", + " 0.7288, 0.9173, 0.7916, 0.7921, 0.8555, 0.8610, 0.8390, 0.7464, 0.8252,\n", + " 0.6929, 0.7881, 0.7619, 0.8433, 0.8920, 0.8172, 0.8403, 0.8299, 0.8530,\n", + " 0.8228, 0.8199, 0.7983, 0.7594, 0.8543, 0.7667, 0.7394, 0.8494, 0.8489,\n", + " 0.7709, 0.7868, 0.6926, 0.7687, 0.7939, 0.7712, 0.7460, 0.7924, 0.9201,\n", + " 0.8243, 0.8110, 0.8769, 0.8132, 0.7753, 0.7926, 0.7558, 0.7842, 0.8867,\n", + " 0.7854, 0.8586, 0.8022, 0.7588, 0.8059, 0.8177, 0.8049, 0.7878, 0.8598,\n", + " 0.8082, 0.8269, 0.8307, 0.7816, 0.8612, 0.8523, 0.6922, 0.8105, 0.7777,\n", + " 0.8507, 0.7672, 0.8822, 0.8740, 0.7007, 0.8394, 0.7765, 0.8771, 0.8935,\n", + " 0.7880, 0.8643, 0.7821, 0.7464, 0.8781, 0.8316, 0.8422, 0.7411, 0.7462,\n", + " 0.8319, 0.8680, 0.8409, 0.9301, 0.8380, 0.8515, 0.8370, 0.9871, 0.8251,\n", + " 0.7899, 0.8813, 0.9003, 0.8455, 0.7966, 0.6880, 0.8204, 0.8119, 0.8549,\n", + " 0.7846, 0.8735, 0.8426, 0.8237, 0.6502, 0.8312, 0.8120, 0.7962, 0.8729,\n", + " 0.8504, 0.8479, 0.7438, 0.8267, 0.8497, 0.8218, 0.7572, 0.6613, 0.8101,\n", + " 0.9096, 0.9058, 0.8072, 0.7877, 0.8749, 0.8686, 0.8128, 0.7603, 0.9434,\n", + " 0.7391, 0.8317, 0.7337, 0.7035, 0.8579, 0.8406, 0.8283, 0.9067, 0.8295,\n", + " 0.8537, 0.8595, 0.6476, 0.8600, 0.8353, 0.7895, 0.7721, 0.8004, 0.8137,\n", + " 0.8573, 0.7628, 0.7840, 0.7888, 0.8355, 0.8721, 0.7735, 0.8153, 0.8347,\n", + " 0.7596, 0.8336, 0.8168, 0.8737, 0.8318, 0.8871, 0.8848, 0.8656, 0.7969,\n", + " 0.7990, 0.9082, 0.8330, 3.3634, 0.8581, 0.8947, 0.8201, 0.8336, 0.8389,\n", + " 0.8876, 0.8424, 0.8254, 0.7774, 0.8138, 0.8262, 0.7721, 0.8589, 0.8759,\n", + " 0.8408, 0.7871, 0.8417, 0.8640, 0.7772, 0.7035, 0.7515, 0.8229, 0.7483,\n", + " 0.7748, 0.8444, 0.7969, 0.8564, 0.8676, 0.8175, 0.8222, 0.8948, 0.8486,\n", + " 0.7743, 0.7809, 0.8099, 0.8058, 0.8270, 0.7409, 0.8143, 0.7306, 0.8507,\n", + " 0.7844, 0.8089, 0.8119, 0.8071, 0.8077, 0.8396, 0.7949, 0.8203, 0.7958,\n", + " 0.8204, 0.7811, 0.8558, 0.9097, 0.8101, 0.7816, 0.8528, 0.8314, 0.8014,\n", + " 0.8585, 0.8005, 0.6590, 0.8192, 0.8719, 0.9241, 0.7866, 0.8415, 0.7909,\n", + " 0.8366, 0.8686, 0.8967, 0.8153, 0.9138, 0.8828, 0.7999, 0.8375, 0.7892,\n", + " 0.8604, 0.8115, 0.7749, 0.8478, 0.8762, 0.8683, 0.7459, 0.7498, 0.8132,\n", + " 0.7425, 0.7776, 0.9298, 0.7249, 0.8224, 0.8406, 0.7667, 0.8309, 0.7886,\n", + " 0.8780, 0.8305, 0.8109, 0.8382, 0.8353, 0.7046, 0.8225, 0.7973, 0.8246,\n", + " 0.8343, 0.8352, 0.7639, 0.8442, 0.8686, 0.8338, 0.8009, 0.9060, 0.8574,\n", + " 0.7957, 0.7103, 0.7729, 0.8840, 0.8009, 0.7703, 0.8694, 0.7686, 0.8222,\n", + " 0.7798, 0.8688, 0.7718, 0.8135, 0.8574, 0.8361, 0.7410, 0.7653, 0.7890,\n", + " 0.7976, 0.8331, 0.8829, 0.8479, 0.6464, 0.8896, 0.7900, 0.8774, 0.7634,\n", + " 0.8850, 0.7892, 0.8215, 0.8134, 0.7795, 0.8353, 0.8394, 0.7434, 0.8147,\n", + " 0.7849, 0.8778, 0.8216, 0.8699, 0.7895, 0.8332, 0.7969, 0.7647, 0.9407,\n", + " 0.8012, 0.7328, 0.8521, 0.7999, 0.8750, 0.8686, 0.8167, 0.7896, 0.8458,\n", + " 0.8165, 0.8841, 0.7564, 0.8430, 0.8745, 0.8657, 0.8414, 0.8202, 0.7863,\n", + " 0.8679, 0.8429, 0.8433, 0.8058, 0.8027, 0.8861, 0.8141, 0.8327, 0.7534,\n", + " 0.8534, 0.8196, 0.8460, 0.7719, 0.8254, 0.8328, 0.7174, 0.8005, 0.8272,\n", + " 0.8237, 0.7130, 0.8870, 0.8702, 0.8095, 0.8647, 0.8607, 0.7713, 0.8326,\n", + " 0.8113, 0.9605, 0.8666, 0.7768, 0.8452, 0.8857, 0.8291, 0.8966, 0.7931,\n", + " 0.7571, 0.8018, 0.8181, 0.8325, 0.8596, 0.8266, 0.7767, 0.8910, 0.8854,\n", + " 0.7922, 0.8448, 0.7875, 0.9236, 0.7562, 0.8417, 0.8180, 0.8185, 0.7692,\n", + " 0.8637, 0.7508, 0.6709, 0.7953, 0.7818, 0.8895, 0.8453, 0.7848, 0.7871,\n", + " 0.8054, 0.8817, 0.8508, 0.8341, 0.8214, 0.8471, 0.8060, 0.7931, 0.8855,\n", + " 0.7967, 0.7501, 0.7977, 0.8524, 0.8393, 0.7816, 0.8424, 0.8449, 0.7513,\n", + " 0.8308, 0.8503, 0.7837, 0.8207, 0.7546, 0.8841, 0.8259, 0.8116, 0.8446,\n", + " 0.7752, 0.8112, 0.9094, 0.8270, 0.8270, 0.7956, 0.6856, 0.7839, 0.7819,\n", + " 0.8362, 0.8408, 0.8019, 0.8705, 0.9095, 0.8903, 0.8952, 0.8285, 0.7812,\n", + " 0.8781, 0.8224, 0.8101, 0.8002, 0.6754, 0.8520, 0.8435, 0.7775, 0.8491,\n", + " 0.8365, 0.8525, 0.8197, 0.8797, 0.8596, 0.8809, 0.9051, 0.8205, 0.8153,\n", + " 0.8701, 0.8441, 0.7449, 0.8517, 0.8928, 0.8239, 0.8124, 0.8054, 0.8222,\n", + " 0.8844, 0.8406, 0.8479, 0.8032, 0.7365, 0.7840, 0.6837, 0.9191, 0.8627,\n", + " 0.7827, 0.7864, 0.8427, 0.7638, 0.7736, 0.7977, 0.8816, 0.8444, 0.7238,\n", + " 0.8052, 0.8148, 0.8003, 0.7758, 0.8781, 0.8220, 0.8125, 0.8694, 0.7638,\n", + " 0.6692, 0.8202, 0.8858, 0.8224, 0.8404, 0.8863, 0.8180, 0.8190, 0.8127,\n", + " 0.8383, 0.8318, 0.8400, 0.8538, 0.9363, 0.8061, 0.7673, 0.8749, 0.8193,\n", + " 0.8827, 0.7328, 0.8170, 0.8441, 0.8664, 0.8283, 0.7531, 0.8355, 0.7835,\n", + " 0.8076, 0.8409, 0.8717, 0.8975, 0.8484, 0.7663, 0.8446, 0.8345, 0.7717,\n", + " 0.7996, 0.8722, 0.8174, 0.6842, 0.8522, 0.8086, 0.7876, 0.8423, 0.8231,\n", + " 0.7645, 0.7922, 0.8778], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.8268e-02, 4.4276e-02, 5.6783e-02, -4.7591e-02, 1.6136e-01,\n", + " -2.6716e-02, 1.7337e-01, 9.8786e-02, -1.6353e-02, -9.7341e-02,\n", + " 4.8042e-02, 7.7096e-02, -1.6100e-01, 2.1559e-02, 1.0660e-03,\n", + " 2.9267e-01, 1.5741e-01, 1.1006e-01, -8.4956e-02, 1.6614e-02,\n", + " 1.8766e-01, -1.2081e-01, 6.8637e-03, 2.7939e-01, 1.1396e-01,\n", + " 1.0982e-01, -5.4954e-03, -5.1910e-02, -2.8676e-01, 1.2391e-01,\n", + " -4.1713e-02, -5.9358e-02, 1.8512e-01, -3.6515e-02, 2.4761e-02,\n", + " 8.1520e-02, -1.7233e-01, -8.6288e-02, -3.6852e-02, -1.3840e-01,\n", + " -1.4638e-01, -1.5844e-01, -1.2759e-01, 1.5428e-01, -2.4942e-02,\n", + " -1.5789e-01, 3.5075e-02, 7.0320e-02, -1.0181e-01, -9.3846e-02,\n", + " -6.0247e-02, -1.0749e-01, 2.5149e-01, -1.5908e-01, 1.3973e-01,\n", + " 1.4689e-01, 7.5141e-02, -2.6053e-01, -4.2137e-02, -1.3690e-01,\n", + " 7.5296e-02, 7.8063e-02, -4.5173e-02, 4.6669e-02, -8.9273e-02,\n", + " 7.6568e-02, -8.2824e-02, 3.6501e-02, -5.6920e-03, -1.7847e-01,\n", + " -6.3578e-02, 7.4202e-02, -5.4559e-02, -1.9573e-01, 8.4951e-02,\n", + " -3.1908e-02, -1.0666e-01, 6.8259e-02, 9.3664e-02, 9.7941e-02,\n", + " 4.3357e-02, -3.5638e-02, 1.1909e-01, 2.0871e-01, 2.3439e-03,\n", + " -1.6842e-01, 1.1458e-01, -1.0271e-01, -2.0387e-01, -1.0699e-02,\n", + " -1.9424e-01, -2.3220e-01, 3.7621e-01, -4.3973e-02, 1.0098e-01,\n", + " -8.4324e-02, 1.0339e-01, 7.9633e-02, 1.1059e-02, -6.3272e-02,\n", + " -5.1921e-02, -6.1275e-02, 1.7479e-01, -6.7259e-02, -5.0341e-02,\n", + " -1.0619e-03, -2.0729e-02, -1.3634e-01, -1.9683e-01, -3.2036e-02,\n", + " -1.3236e-01, -5.7521e-02, -3.4630e-01, -6.4637e-02, 3.6494e-02,\n", + " 1.7505e-02, -2.6015e-02, -1.2163e-02, -8.1621e-02, -9.3776e-03,\n", + " -6.5891e-02, -8.7841e-02, 1.0725e-02, 1.2659e-01, 1.2424e-01,\n", + " -2.2254e-01, -1.6078e-02, 1.9209e-01, -1.3527e-01, -5.6404e-02,\n", + " -6.6353e-02, -5.4212e-02, -1.0381e-01, 3.4605e-02, -3.0050e-01,\n", + " -4.5255e-02, 8.9341e-02, 1.1804e-01, 9.5022e-03, -1.0324e-01,\n", + " -3.0620e-02, 1.3307e-02, 1.3261e-02, 9.4517e-02, 1.2996e-01,\n", + " -1.7492e-01, -5.9026e-02, -2.6309e-02, -1.7795e-01, 2.0803e-01,\n", + " -1.5328e-01, 1.7577e-01, -1.2653e-01, -3.9010e-02, -3.5661e-02,\n", + " 3.3999e-02, 2.5544e-02, -1.6806e-02, 8.2910e-02, -9.1002e-02,\n", + " -1.5496e-02, -1.5013e-01, -4.5431e-02, -1.2167e-01, -2.3623e-02,\n", + " 5.2435e-02, 2.1404e-01, 6.9965e-02, -2.8291e-01, -1.4104e-01,\n", + " -9.4718e-02, -8.2851e-02, -1.1222e-01, 4.4198e-02, -7.8396e-02,\n", + " 3.3971e-01, 1.8752e-02, -4.4763e-02, 9.4552e-02, -1.0529e-01,\n", + " -7.5466e-02, 3.6245e-02, -1.1586e-01, 2.9750e-03, 6.8061e-02,\n", + " -1.5763e-01, 3.4784e-02, 1.2822e-01, 3.6380e-02, -9.1957e-02,\n", + " -1.2504e-01, -2.4507e-01, 2.5012e-01, -1.6512e-01, 1.2243e-01,\n", + " 1.1731e-02, 6.0062e-03, 3.2122e-01, 4.8764e-02, 2.6239e-02,\n", + " -1.5216e-01, -3.0201e-02, 8.7813e-02, -2.5850e-01, -8.8874e-02,\n", + " -5.3887e-02, 1.0036e-02, -5.7196e-02, 1.3768e-01, 9.6501e-02,\n", + " -1.6174e-01, -1.2477e-01, 1.1353e-02, 2.7988e-01, -1.0664e-01,\n", + " -1.8549e-01, -2.0121e-01, -1.5777e-01, 4.3846e-01, -2.8523e-01,\n", + " 9.3301e-02, 2.0301e-01, -9.2839e-02, 3.9086e-02, -1.2385e-01,\n", + " 2.4979e-01, 2.3708e-02, -1.5108e-01, 8.3141e-02, -3.5331e-03,\n", + " -1.7984e-01, 1.9994e-03, 2.6601e-01, -1.4723e-01, -4.1575e-02,\n", + " 1.3083e-01, -8.3399e-02, 8.3065e-03, 7.0052e-02, -2.5480e-01,\n", + " 6.9214e-02, 8.1520e-02, -2.0864e-01, 2.0148e-01, 2.5747e-02,\n", + " -7.8647e-02, -1.0126e-02, -1.3787e-02, -1.5976e-01, -8.8022e-02,\n", + " -1.3740e-01, 3.4907e-01, 6.0001e-02, -1.2469e-02, 1.3836e-01,\n", + " -1.3186e-01, -1.7634e-01, -9.6318e-02, 3.3908e-02, 3.0317e-02,\n", + " 2.4922e-02, -4.9435e-02, -6.0610e-02, -5.5831e-02, -1.4417e-02,\n", + " -3.5476e-01, -1.3866e-03, -5.5342e-02, -7.4446e-02, -1.1136e-01,\n", + " -3.7768e-02, 4.0438e-02, -1.4194e-01, 1.3208e-01, 3.3465e-02,\n", + " -6.6132e-02, 1.4698e-02, -1.5118e-02, -6.6952e-02, -1.4034e-01,\n", + " 5.3979e-02, 1.2093e-01, -1.2158e-01, -4.5033e-02, -1.3276e-01,\n", + " 4.0652e-02, 1.1958e-01, -7.1177e-02, -2.3218e-01, 1.8437e-02,\n", + " -4.1149e-02, -6.6646e-03, -1.2588e-01, -8.9321e-02, 1.6280e-01,\n", + " 6.0108e-03, 7.9002e-02, 1.4609e-01, 2.2289e-01, -1.2587e-01,\n", + " -1.0448e-01, 1.1856e-01, -7.2612e-02, -2.2706e-02, 3.1659e-01,\n", + " -1.5246e-01, -6.7406e-02, -8.6253e-02, -5.6389e-01, -1.5100e-01,\n", + " -5.1388e-02, -9.4064e-02, 1.1220e-01, 1.0446e-01, -1.6443e-02,\n", + " 4.5157e-02, -8.3340e-02, -4.9264e-02, -1.4150e-01, 7.8216e-02,\n", + " -1.9172e-01, 8.6144e-02, 1.3987e-01, -3.2545e-01, -8.4355e-02,\n", + " -1.0346e-01, 3.4998e-02, 1.4397e-02, -9.1520e-02, -1.2840e-01,\n", + " 9.2272e-02, -6.9746e-02, -5.2818e-02, 1.9239e-01, -1.9417e-01,\n", + " -2.1014e-03, -1.4803e-01, -9.9406e-02, -5.3005e-02, -2.2686e-01,\n", + " 1.2517e-01, 2.6623e-02, 1.3905e-01, 8.6167e-02, -4.1232e-02,\n", + " -2.8962e-01, 3.2187e-02, -2.6401e-01, 1.3374e-03, -2.3567e-01,\n", + " -1.8503e-01, -2.2663e-01, 2.7782e-04, 8.6231e-03, -3.9813e-02,\n", + " -1.4127e-01, -3.8811e-02, 8.9442e-02, -2.9726e-02, 1.2284e-01,\n", + " -2.4176e-02, -4.1873e-02, 3.8731e-02, 1.1997e-02, 1.1626e-01,\n", + " -7.5114e-03, -1.1712e-01, 1.6217e-01, -1.1859e-01, -4.4971e-02,\n", + " -8.9147e-02, -1.1365e-01, -4.2771e-02, -2.0340e-01, -2.7154e-01,\n", + " -5.7725e-02, 4.4303e-02, -1.5249e-01, -2.4284e-01, 5.7491e-03,\n", + " -5.5762e-02, -2.0484e+00, -6.0178e-02, -1.7351e-01, 5.5744e-02,\n", + " -9.7892e-02, -2.3720e-01, 9.6660e-03, -4.3097e-02, -1.6294e-01,\n", + " 2.3769e-02, 3.0890e-02, 2.5946e-02, -7.0973e-02, -1.2905e-02,\n", + " -1.3035e-01, -2.7947e-01, -1.3301e-01, 3.0920e-02, -1.9128e-01,\n", + " -1.2652e-01, -1.0617e-01, 6.7705e-02, -9.6890e-02, -2.5993e-01,\n", + " -2.1838e-01, -1.9038e-02, -1.5787e-01, 1.3233e-01, -1.0564e-01,\n", + " -1.1181e-01, -1.7376e-01, -1.0348e-02, 1.6123e-02, -9.7438e-02,\n", + " 1.7677e-01, -1.0880e-01, -1.8208e-01, 2.6175e-02, -5.0911e-02,\n", + " -8.0408e-02, -3.5280e-01, -1.6439e-03, -1.1595e-01, -1.0296e-01,\n", + " 5.9526e-02, -3.0105e-02, -2.3980e-01, -1.9466e-01, 5.1443e-02,\n", + " -1.3634e-02, -2.0180e-01, -1.4303e-01, 2.4293e-01, -1.4119e-01,\n", + " 6.6241e-02, -2.5119e-02, -2.2634e-01, 4.9455e-02, -3.5843e-02,\n", + " 9.3880e-02, -2.9561e-02, 2.1177e-02, 8.8282e-02, -3.4878e-02,\n", + " -1.0529e-01, -8.5900e-02, 5.5853e-02, -6.7429e-02, -2.4318e-01,\n", + " -7.0433e-02, -5.6187e-02, -1.7537e-02, -9.2450e-02, 5.5404e-02,\n", + " 1.1693e-01, 2.1411e-03, 1.0852e-01, -1.6258e-01, -8.9486e-02,\n", + " 3.3185e-02, -3.9967e-01, -8.6833e-02, 1.0122e-01, 7.9135e-02,\n", + " -4.8679e-02, 3.5908e-02, -2.0967e-01, 3.0276e-02, -3.0248e-02,\n", + " -1.8635e-02, -2.2179e-02, 3.0483e-02, -1.2172e-02, -1.5896e-02,\n", + " -5.1308e-02, 7.9169e-03, -3.1560e-03, -2.3369e-01, -1.8727e-01,\n", + " -1.8138e-02, 1.5583e-01, -1.5750e-01, -1.7268e-01, -7.2275e-02,\n", + " -1.1359e-01, 1.0372e-01, 9.5279e-02, -2.3700e-01, 6.7927e-02,\n", + " -5.4689e-02, -6.6795e-02, -7.8034e-03, 5.1142e-02, 4.1345e-02,\n", + " -5.0390e-02, -4.8646e-02, -5.1691e-02, -1.4760e-02, -3.1041e-02,\n", + " 5.9051e-02, 2.0838e-01, -1.7838e-01, -1.8990e-01, -1.2479e-02,\n", + " 8.9026e-02, 2.7359e-02, -1.0191e-02, -2.6955e-01, -1.6075e-01,\n", + " -1.0076e-01, -1.2747e-01, -5.9050e-02, -5.4247e-02, -3.2529e-02,\n", + " 3.0500e-01, -6.4284e-02, 6.8344e-02, -1.1188e-01, -2.5651e-02,\n", + " -9.5037e-02, 1.6071e-02, 9.5468e-02, -6.5318e-02, -1.7407e-02,\n", + " -9.1978e-02, -1.6614e-01, -6.4525e-02, -5.0356e-02, 1.9642e-01,\n", + " 2.4656e-01, -1.2083e-01, -1.9730e-01, -4.6121e-02, 2.3815e-02,\n", + " -2.8763e-01, -3.8729e-02, -2.4116e-02, 1.9294e-02, -2.5607e-01,\n", + " 6.0059e-02, -4.0951e-02, 3.9169e-02, -7.8183e-02, 5.9337e-04,\n", + " -8.9413e-02, -1.5221e-01, -7.1792e-02, 2.0419e-01, 1.6194e-01,\n", + " -1.8657e-01, -5.6089e-02, 8.5113e-02, -2.9219e-02, -8.0909e-02,\n", + " -1.1971e-01, -8.0849e-02, 1.6673e-01, 6.3270e-03, -1.8537e-01,\n", + " -1.0277e-01, -1.1674e-01, -3.2493e-02, -1.4575e-01, -1.9211e-01,\n", + " 3.4198e-02, 1.4530e-01, -6.4132e-02, 2.3739e-02, -3.8200e-02,\n", + " -1.3475e-02, 2.5719e-02, 9.7640e-02, 7.7657e-02, -1.7459e-01,\n", + " 2.7276e-02, -1.9434e-02, -3.2010e-01, 7.3161e-02, -3.0124e-01,\n", + " -1.8524e-01, 9.7382e-02, 1.1597e-01, -8.5432e-02, -4.8757e-02,\n", + " -1.6589e-01, 3.1417e-01, -1.0791e-01, -1.5835e-01, 3.9003e-03,\n", + " -1.8781e-02, -4.5276e-02, 1.4544e-01, 4.4114e-02, 5.0566e-02,\n", + " -1.6837e-01, -5.6981e-02, 1.1292e-02, -1.2216e-01, 3.7134e-02,\n", + " -1.5265e-02, 1.0105e-02, -2.1152e-01, 4.4661e-02, 7.5812e-02,\n", + " 1.5040e-01, 4.2573e-02, -6.6854e-02, -5.5766e-02, -1.1715e-02,\n", + " 2.4275e-02, -1.1002e-01, -1.6192e-02, 5.5343e-02, -1.1090e-01,\n", + " 1.0976e-02, -4.9886e-02, 3.3283e-02, -9.2426e-02, -9.7246e-02,\n", + " 2.4438e-01, 2.7026e-02, -4.9492e-02, 1.9705e-01, -6.5251e-02,\n", + " 1.1531e-01, 2.2064e-01, -1.6844e-01, 2.1337e-02, -6.3539e-02,\n", + " 6.5378e-02, 9.7468e-02, 1.6086e-01, 2.1043e-01, -8.2199e-02,\n", + " -2.1462e-02, 5.7733e-02, -3.4789e-02, 1.2938e-01, -6.9835e-02,\n", + " -1.2751e-01, 9.4966e-02, -7.0440e-04, -1.8504e-01, -9.7284e-03,\n", + " -1.7465e-01, 4.4449e-02, 6.8175e-02, 2.6017e-02, 2.0283e-01,\n", + " 5.1417e-02, 1.1998e-01, 2.2961e-01, 1.5199e-01, -2.1730e-01,\n", + " -1.0882e-01, 1.5819e-01, 1.2677e-02, 7.7333e-02, -1.5196e-01,\n", + " -2.0030e-02, -1.6815e-01, 2.8220e-05, -1.4256e-01, -3.0758e-03,\n", + " -7.1610e-02, 3.0683e-02, 2.1486e-01, 5.1699e-02, 1.4317e-01,\n", + " 1.3573e-01, -7.2106e-02, -2.9970e-01, 8.5391e-02, 7.7219e-02,\n", + " -1.6371e-01, 1.9799e-01, 2.7386e-02, -7.1478e-02, -1.2126e-02,\n", + " -8.9737e-02, -8.5347e-02, 1.4199e-01, 6.1397e-03, -7.6073e-02,\n", + " 2.0152e-02, 2.9340e-02, 1.1531e-01, -2.3834e-01, -8.1233e-02,\n", + " -9.7873e-02, -3.1257e-02, 9.0707e-02, -2.5569e-02, -5.6624e-02,\n", + " 8.3951e-02, -1.7097e-01, 4.8173e-02, -1.9606e-01, -4.9548e-02,\n", + " 1.1117e-01, 3.0434e-02, -1.5272e-01, 5.3138e-02, 5.9988e-02,\n", + " 1.1033e-01, 8.7653e-02, 3.7318e-02, -2.5699e-02, 2.7871e-02,\n", + " 8.9237e-02, 1.4625e-02, 2.2827e-01, -1.2385e-02, -8.7442e-02,\n", + " 9.6131e-02, -2.9917e-02, 4.2278e-03, 1.0227e-02, -7.8839e-02,\n", + " -1.0954e-01, 4.7135e-02, -1.5765e-01, -1.3107e-01, 1.7482e-01,\n", + " -1.2868e-01, 1.1598e-02, -7.7091e-02, -5.2503e-02, -8.4464e-03,\n", + " 1.3035e-01, 7.8458e-02, -3.6364e-02, -2.6009e-02, 2.8693e-01,\n", + " -1.2584e-01, -1.9092e-02, 2.8566e-01, -4.6883e-02, -1.0753e-02,\n", + " 1.7076e-02, 2.5229e-02, -5.8726e-02, -1.0248e-01, -1.0920e-01,\n", + " 1.2650e-01, -4.0981e-02, -6.7747e-02, 6.3172e-02, 1.0677e-01,\n", + " -1.1568e-01, -3.6971e-02, -3.8060e-02, 1.7460e-01, -2.7730e-01,\n", + " 6.3047e-02, -4.0602e-02, 1.2599e-01, -7.0001e-02, -5.4202e-02,\n", + " -2.6306e-02, 1.3636e-02, -1.6198e-03, -4.4283e-02, -2.2699e-01,\n", + " 1.0663e-01, 2.5218e-02, -1.5580e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1247, -0.0864, -0.0621, ..., -0.0337, -0.2285, -0.0600],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.2826e-02, 3.7007e-02, 6.1424e-02, -4.7872e-02, 2.9582e-02,\n", + " -5.2047e-02, 5.0022e-02, 8.3919e-02, -8.3501e-02, -1.3265e-02,\n", + " 1.7956e-02, 1.0609e-01, -9.4891e-02, -6.9952e-04, -3.9294e-02,\n", + " 2.9763e-02, 1.6481e-01, 7.4328e-02, -3.6701e-02, 5.0113e-02,\n", + " 1.1828e-02, 5.8343e-02, -1.8305e-02, -2.6535e-02, -5.1772e-02,\n", + " 9.8980e-02, -3.5171e-02, 3.9683e-02, -6.4082e-02, 5.0300e-02,\n", + " 5.3738e-02, 4.6462e-02, 4.1017e-02, -4.9930e-02, -4.7729e-02,\n", + " 3.6792e-02, -1.1037e-01, 3.4954e-03, -7.1676e-02, -1.4181e-01,\n", + " -7.7866e-03, -9.0638e-02, 7.5500e-02, -5.7499e-03, 5.0551e-02,\n", + " 4.7889e-02, -4.8033e-03, 1.5124e-01, -1.4987e-03, -2.8720e-02,\n", + " -3.8443e-02, 5.1623e-02, 6.9993e-02, -3.2141e-02, 1.2470e-01,\n", + " 7.1988e-03, 1.4936e-01, -2.0718e-01, -6.5919e-03, -1.5511e-01,\n", + " 5.4043e-02, 1.9661e-01, 1.9487e-03, -4.4993e-02, -5.1819e-04,\n", + " 3.8990e-02, -2.7394e-02, 3.4552e-02, -9.7296e-02, 2.1661e-03,\n", + " -5.7854e-02, 7.4308e-02, -4.3647e-02, -1.9613e-02, -2.3248e-03,\n", + " -4.0260e-02, -2.7188e-02, -9.1072e-02, 2.6898e-02, 7.9955e-02,\n", + " 8.6962e-02, 1.3546e-02, 8.0270e-02, -2.2653e-02, 8.5515e-03,\n", + " -6.8632e-02, -9.4840e-02, 1.1508e-02, -3.9379e-02, 9.5349e-02,\n", + " -4.8081e-02, -1.5300e-01, 5.4214e-02, -1.3249e-01, -1.1082e-02,\n", + " -4.7941e-02, 1.3636e-01, -5.1757e-02, 6.7503e-02, -6.0107e-02,\n", + " -2.0796e-02, -1.0387e-01, 4.4317e-02, -4.7364e-02, 2.9696e-02,\n", + " 8.9301e-02, 1.2846e-01, -3.4540e-02, -8.1783e-02, -7.1035e-02,\n", + " -4.0059e-02, 6.6576e-03, 7.4161e-02, -3.2121e-02, -5.3814e-02,\n", + " 4.7131e-02, -2.9290e-02, -6.8198e-02, -4.8885e-02, 7.1570e-03,\n", + " -7.6551e-02, 5.8702e-02, 6.0184e-02, 1.2078e-01, 8.9256e-02,\n", + " -1.6379e-01, 3.7217e-02, 9.6101e-03, -2.7902e-02, -3.1598e-02,\n", + " 1.5684e-02, -5.0132e-02, -1.0301e-01, -3.0634e-02, 6.5816e-03,\n", + " -6.1244e-02, 1.0456e-01, 5.0708e-02, -2.8984e-02, 4.0416e-03,\n", + " -6.6176e-02, 6.4055e-02, 2.7052e-02, 5.0584e-02, 5.8834e-02,\n", + " -2.8216e-04, 3.4779e-02, -2.0433e-02, -1.7222e-01, 9.4437e-02,\n", + " -1.4411e-01, 8.8641e-02, -3.9088e-02, 1.0715e-02, -1.4867e-01,\n", + " 4.3960e-02, 5.5079e-02, 5.1457e-02, -1.0760e-01, 7.0202e-02,\n", + " -4.0151e-03, -3.5051e-02, -2.8107e-02, -2.7342e-02, 3.4565e-02,\n", + " 5.6638e-02, 6.8162e-02, -1.8073e-03, -6.8655e-02, 3.3832e-02,\n", + " 7.6676e-02, 3.6944e-02, -3.9555e-02, -5.1971e-02, 1.9898e-02,\n", + " 1.7898e-02, 1.1721e-01, -1.6156e-03, -7.4489e-02, -3.6949e-02,\n", + " -2.1817e-02, -1.0579e-02, -8.7979e-02, -3.1988e-02, -4.0105e-02,\n", + " -3.2151e-02, -2.9435e-02, -7.3201e-02, 5.2101e-02, -9.2219e-03,\n", + " -2.2755e-02, 5.7907e-02, 5.4411e-02, -4.2175e-02, 5.2000e-03,\n", + " -3.7530e-02, -1.8539e-03, 9.1276e-02, -5.9494e-02, -5.2717e-02,\n", + " -1.1405e-01, -6.2445e-02, 1.0423e-01, -1.2356e-01, 4.4251e-02,\n", + " 1.0780e-01, 1.8709e-03, 4.5584e-02, -2.3524e-02, -3.1276e-02,\n", + " -7.3714e-03, -2.1414e-02, 7.8218e-02, 2.0955e-01, -2.5698e-02,\n", + " 1.0771e-02, -4.9564e-02, 4.2441e-02, 1.7107e-01, -1.5721e-02,\n", + " 1.0119e-01, 4.3089e-02, -5.9793e-02, -6.4409e-02, -5.3740e-02,\n", + " 2.0261e-01, -1.8627e-02, -1.5012e-02, 1.0258e-01, 9.8011e-03,\n", + " -1.0580e-01, 6.9541e-02, 5.8714e-02, -9.1362e-03, -7.3589e-02,\n", + " -1.0049e-02, -1.0400e-02, 5.0250e-02, 1.6801e-02, -3.2783e-02,\n", + " 1.0540e-01, 6.2250e-03, -7.6889e-02, 3.6498e-04, 2.3695e-02,\n", + " 1.4908e-01, -1.0490e-01, -1.3214e-01, -9.5280e-02, 4.1428e-02,\n", + " -5.4318e-02, -1.2622e-02, 7.1687e-02, 2.7559e-02, 1.0220e-01,\n", + " -1.9395e-02, 3.1198e-02, -5.0164e-02, 7.8030e-02, 2.5154e-02,\n", + " 3.2256e-02, -2.3136e-02, -4.2477e-02, 6.7304e-02, 5.7694e-02,\n", + " -1.8031e-01, -7.0671e-02, -6.0428e-02, 7.6772e-02, 1.8485e-02,\n", + " -4.3719e-02, 1.2936e-01, -1.0552e-01, 1.0450e-01, 5.9078e-03,\n", + " -1.1825e-01, -8.1681e-02, 5.9053e-02, 5.8558e-02, -6.2394e-02,\n", + " -8.0754e-03, 6.1893e-02, -6.6392e-02, 5.6420e-02, -4.9687e-03,\n", + " -1.6899e-02, -1.3306e-02, 4.0643e-02, -1.2509e-02, -1.4862e-02,\n", + " 4.9347e-03, -2.9317e-02, -8.6383e-02, -6.5387e-02, 8.2754e-02,\n", + " 2.9619e-03, 5.6546e-02, 4.0776e-02, 2.1958e-02, -5.8675e-02,\n", + " 1.9568e-02, 1.8500e-02, -1.4642e-02, 1.7753e-01, 6.0809e-03,\n", + " -5.5054e-02, -5.8333e-02, -9.5174e-03, -6.3247e-01, -9.7674e-02,\n", + " -5.7559e-02, -1.0443e-01, 6.5422e-02, -2.6605e-02, 6.1517e-03,\n", + " 7.4603e-02, -3.7181e-03, -7.5623e-02, 6.4929e-02, 4.4930e-02,\n", + " 2.1853e-02, 7.3287e-02, -1.4077e-02, -1.5153e-01, 3.7813e-04,\n", + " -1.3552e-01, 3.2798e-02, 5.9194e-02, -6.9047e-02, -3.2710e-02,\n", + " 1.3746e-01, -2.1301e-02, -1.0047e-01, 6.2123e-02, -2.6945e-02,\n", + " 1.1069e-01, -9.0849e-02, -1.3522e-02, -1.0673e-01, 2.2418e-02,\n", + " 1.1072e-01, 1.0830e-01, 7.9779e-02, 4.2961e-02, 1.4817e-02,\n", + " -5.7530e-02, 7.6075e-02, -6.7543e-02, 3.4253e-02, 2.6449e-02,\n", + " -5.6776e-02, -1.1419e-01, 1.0040e-01, -2.0587e-01, 6.9599e-02,\n", + " 5.3084e-02, -5.6423e-02, 3.3924e-02, 3.2041e-02, 7.7491e-02,\n", + " 6.3844e-02, -1.8640e-02, 1.8237e-01, 1.0751e-01, 1.7979e-01,\n", + " 1.3316e-01, -1.2467e-01, -6.6613e-02, -6.7990e-02, -6.0796e-02,\n", + " -4.2224e-02, 4.6861e-02, 4.3290e-04, 1.0468e-02, -7.8073e-02,\n", + " 1.4377e-04, 7.9566e-03, -3.2945e-02, -4.7407e-02, -4.3751e-02,\n", + " 3.4358e-02, -7.4453e-01, -6.6562e-02, -1.2828e-01, 1.0885e-01,\n", + " 3.5633e-02, -1.0770e-02, 5.2431e-02, -1.0222e-02, -4.1870e-02,\n", + " -2.4868e-02, -4.0816e-02, 1.8672e-02, -9.8700e-02, 2.9762e-02,\n", + " 2.0480e-02, -1.0540e-01, -1.7917e-02, 5.6309e-02, -2.0510e-02,\n", + " -7.2375e-02, 1.1345e-02, 7.4482e-02, 1.7877e-03, -2.3753e-01,\n", + " -4.2448e-02, -3.5919e-02, -8.7764e-02, 2.0252e-02, 1.2586e-02,\n", + " 3.8669e-03, 5.9812e-02, -5.5538e-02, 4.6125e-03, -5.9687e-02,\n", + " -1.3745e-02, -9.7294e-02, -1.7735e-01, -1.3436e-02, 5.8449e-02,\n", + " 5.9138e-02, -7.3320e-02, 7.9818e-02, -1.0937e-01, -1.1678e-01,\n", + " -3.2551e-02, -1.8140e-02, -1.0309e-01, -9.5951e-02, 4.2999e-02,\n", + " -1.2145e-01, -7.3637e-02, -5.5227e-02, 1.3170e-02, -1.9632e-02,\n", + " 4.2173e-02, 2.9386e-02, -5.8917e-02, 6.2877e-02, -2.5881e-02,\n", + " -3.4607e-02, -5.8439e-02, -4.7770e-02, -8.8350e-02, -5.5205e-03,\n", + " -1.2352e-02, -2.1273e-02, 5.2240e-02, 4.3273e-02, 2.9753e-02,\n", + " 1.4830e-01, -1.5756e-02, 9.2132e-02, -6.4717e-02, 7.3601e-02,\n", + " 9.3032e-02, 2.3896e-02, 1.0888e-02, -1.8316e-01, -5.7068e-02,\n", + " 1.5640e-02, -3.3746e-02, 4.8248e-02, 1.3935e-05, 1.7898e-01,\n", + " 4.4355e-02, 9.9596e-02, -1.4785e-01, -7.6277e-03, 6.8044e-02,\n", + " 3.8093e-03, -6.5459e-02, -1.9012e-02, 5.0432e-02, 3.6934e-02,\n", + " -5.0452e-02, 1.9710e-02, -7.7948e-02, -8.1432e-03, -1.5389e-01,\n", + " 5.5770e-02, -8.1955e-02, -1.4774e-01, -1.3046e-01, -1.9342e-01,\n", + " 3.7322e-02, 6.7072e-02, 7.0264e-02, 1.7684e-02, 5.8830e-02,\n", + " -7.3577e-02, 5.1147e-02, -7.1236e-02, 6.2654e-02, 2.3620e-02,\n", + " -6.2291e-02, 5.0808e-02, 4.1387e-02, 2.7273e-02, 4.9701e-02,\n", + " 1.2563e-02, -1.3012e-02, 4.2216e-02, -7.1964e-02, -1.3366e-02,\n", + " 2.6408e-02, 2.8591e-02, 9.0302e-02, -1.0943e-01, -4.2998e-03,\n", + " 2.8058e-02, -9.7020e-02, 3.0301e-02, -1.6320e-02, 8.2126e-02,\n", + " 1.6537e-01, -6.3913e-02, 6.4782e-02, 5.6558e-02, -1.6170e-03,\n", + " 1.2753e-02, -3.6050e-02, 1.0522e-01, 5.4761e-03, -1.0011e-01,\n", + " -1.5717e-02, -1.4515e-01, -5.3958e-02, 3.8154e-02, 1.3188e-01,\n", + " -2.8657e-02, 3.7318e-02, -2.2172e-02, 2.4343e-03, 4.7110e-02,\n", + " -1.4050e-01, 4.7248e-02, -9.4017e-03, 8.7136e-02, -1.6649e-01,\n", + " 6.0652e-02, -3.3993e-02, 1.5863e-02, 3.1227e-02, -3.9830e-02,\n", + " -7.9652e-02, 9.6058e-03, 3.7521e-02, 5.1482e-02, 9.7562e-02,\n", + " -7.0305e-02, -3.4313e-02, 2.3843e-02, 2.5182e-02, 1.7630e-02,\n", + " -7.3271e-02, -2.0340e-02, 7.3036e-02, 3.5994e-02, 4.3995e-03,\n", + " 3.2517e-02, 1.2601e-01, 9.9819e-02, -6.2581e-02, -4.9148e-02,\n", + " 1.3202e-01, 6.4599e-02, 1.1404e-01, 2.9402e-02, 1.0556e-02,\n", + " 2.2431e-02, -3.4390e-03, 3.4589e-02, -8.9047e-02, -1.2410e-01,\n", + " 5.5935e-02, 1.0374e-01, -1.5932e-01, 2.2148e-02, 2.6101e-03,\n", + " -8.1990e-02, 6.6858e-02, 9.7789e-02, 4.2774e-03, -8.7304e-02,\n", + " -2.1899e-02, 2.0696e-01, 3.9790e-02, -4.5013e-02, 1.6506e-02,\n", + " -5.0877e-03, -1.0416e-01, 2.7296e-02, 6.0725e-02, -5.3152e-02,\n", + " 3.4831e-02, 3.3973e-02, 6.4885e-02, -3.6079e-02, 1.3516e-01,\n", + " -1.9136e-02, 4.0885e-02, -3.0043e-02, 8.7850e-02, 8.8771e-02,\n", + " 5.5143e-02, 5.2920e-02, 5.1758e-02, -7.8321e-02, 5.4771e-02,\n", + " 4.8570e-02, -5.0829e-02, 7.4704e-02, 7.5098e-03, -9.2619e-02,\n", + " 4.1165e-03, -2.6205e-03, -6.4333e-02, -1.3118e-03, -7.4617e-02,\n", + " 1.1321e-01, 6.0122e-02, -1.7644e-02, 3.7118e-02, -5.0120e-04,\n", + " 5.8293e-02, 1.3062e-01, -3.8995e-02, -3.4800e-02, -5.0008e-02,\n", + " 7.3857e-02, 1.0093e-01, 8.1638e-03, 1.5683e-01, -2.9626e-02,\n", + " 2.9836e-02, -1.9008e-02, 8.5527e-02, 8.0622e-02, -4.0352e-02,\n", + " -7.3160e-02, 8.3812e-02, -1.7369e-02, -8.5390e-02, -1.0383e-02,\n", + " -5.5369e-02, -6.0460e-03, 1.5365e-01, 1.9107e-02, 1.8373e-01,\n", + " 1.9871e-02, -4.5120e-02, 1.4695e-02, 9.8440e-02, -4.0780e-02,\n", + " -9.5362e-03, 7.5474e-02, -4.7429e-03, -2.4665e-02, -3.4152e-02,\n", + " 7.0762e-02, -5.4961e-02, 1.5590e-01, -3.7793e-02, 3.4423e-03,\n", + " 1.3612e-02, -3.8306e-03, 1.6904e-01, 1.5006e-01, -6.7209e-02,\n", + " 1.3572e-01, -2.5616e-02, 1.0055e-01, 3.2909e-03, 6.5351e-02,\n", + " -1.5100e-02, 1.0936e-01, -4.6473e-02, -4.3605e-02, -2.5503e-02,\n", + " -7.6102e-03, -9.0046e-02, 1.7599e-01, -7.0624e-02, -1.0154e-02,\n", + " 8.1291e-02, 1.2799e-02, 7.4232e-02, 1.4933e-02, -3.8663e-02,\n", + " 1.3442e-02, -1.1895e-02, -7.7487e-02, -3.0720e-02, 1.5644e-01,\n", + " -1.5740e-02, -1.6552e-01, -9.7978e-02, -1.5203e-01, -1.0770e-01,\n", + " 1.0464e-01, -1.0507e-01, 1.1020e-01, 8.6453e-02, 1.0047e-01,\n", + " 2.7461e-02, 1.3306e-01, -9.3088e-02, 8.3531e-02, 6.5802e-02,\n", + " -5.7126e-02, 2.4822e-03, 6.2445e-02, 5.9152e-02, -6.8756e-02,\n", + " -1.5739e-02, -3.0190e-02, 1.1800e-02, 1.0000e-01, 2.8867e-02,\n", + " -2.0788e-01, 1.9094e-02, -2.4002e-02, -7.8603e-02, 6.5914e-02,\n", + " -3.4642e-02, -7.8424e-03, -1.0915e-01, -2.3459e-02, -1.0233e-02,\n", + " 6.4033e-03, 1.3768e-01, 6.8434e-02, -8.6179e-02, 1.9180e-01,\n", + " -1.3861e-01, 2.2412e-02, 1.7718e-01, -4.0027e-02, 5.6341e-02,\n", + " -1.8504e-02, 4.7965e-02, -6.4675e-02, 5.2148e-02, -5.7952e-02,\n", + " 4.5902e-03, -1.0093e-02, -2.3449e-02, 4.8808e-02, 1.1670e-02,\n", + " -5.6190e-02, -1.4137e-02, -4.0308e-02, 9.1809e-02, -1.4237e-01,\n", + " 4.4454e-02, -1.4555e-01, 2.7240e-02, 1.0394e-01, -1.6057e-01,\n", + " -9.4244e-02, 1.0708e-01, 5.9014e-02, -4.2361e-03, -1.3268e-01,\n", + " 5.3919e-03, -3.6614e-02, -5.1324e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8386, 0.8180, 0.8069, 0.8123, 0.7845, 0.8228, 0.7879, 0.8388, 0.8394,\n", + " 0.8152, 0.7910, 0.7890, 0.8095, 0.7989, 0.8094, 0.7774, 0.7899, 0.7988,\n", + " 0.8176, 0.8193, 0.8294, 0.8062, 0.8305, 0.7840, 0.7908, 0.8050, 0.8142,\n", + " 0.8191, 0.7731, 0.8147, 0.8321, 0.8038, 0.7781, 0.8206, 0.8388, 0.8267,\n", + " 0.7949, 0.8295, 0.8198, 0.7990, 0.8244, 0.8092, 0.8158, 0.8033, 0.8311,\n", + " 0.7912, 0.7904, 0.8423, 0.8391, 0.8441, 0.8365, 0.8327, 0.7851, 0.7835,\n", + " 0.7867, 0.7980, 0.8182, 0.7823, 0.8380, 0.8151, 0.8169, 0.7979, 0.8017,\n", + " 0.7896, 0.8325, 0.8327, 0.8277, 0.8179, 0.8389, 0.8052, 0.8193, 0.8188,\n", + " 0.8290, 0.7855, 0.8246, 0.7733, 0.8035, 0.7689, 0.8121, 0.8011, 0.8331,\n", + " 0.8345, 0.8011, 0.7981, 0.7895, 0.8116, 0.8050, 0.8487, 0.8212, 0.8178,\n", + " 0.8128, 0.8123, 0.6899, 0.8112, 0.8195, 0.8106, 0.7400, 0.8182, 0.8152,\n", + " 0.8171, 0.8188, 0.8320, 0.8118, 0.8008, 0.8257, 0.7690, 0.8379, 0.8034,\n", + " 0.7973, 0.8115, 0.8047, 0.8232, 0.7724, 0.8164, 0.8249, 0.8143, 0.8197,\n", + " 0.8414, 0.8297, 0.7960, 0.8042, 0.7979, 0.8311, 0.7444, 0.7864, 0.7957,\n", + " 0.8203, 0.7785, 0.7968, 0.8098, 0.8427, 0.8311, 0.7851, 0.7873, 0.8205,\n", + " 0.8311, 0.8323, 0.7738, 0.8347, 0.7857, 0.8245, 0.8379, 0.7961, 0.7927,\n", + " 0.8179, 0.7808, 0.8167, 0.8103, 0.8076, 0.7876, 0.7985, 0.8053, 0.7718,\n", + " 0.8326, 0.8187, 0.8097, 0.8337, 0.7858, 0.8377, 0.7932, 0.8242, 0.8249,\n", + " 0.8235, 0.8268, 0.8078, 0.8203, 0.8182, 0.8208, 0.7297, 0.8093, 0.8282,\n", + " 0.8297, 0.8028, 0.8082, 0.8170, 0.7696, 0.8239, 0.8085, 0.8088, 0.7994,\n", + " 0.7612, 0.8127, 0.8238, 0.8463, 0.8218, 0.8124, 0.8307, 0.8197, 0.8159,\n", + " 0.8295, 0.8153, 0.7616, 0.7979, 0.8088, 0.8069, 0.8115, 0.8277, 0.7639,\n", + " 0.8212, 0.7992, 0.8294, 0.8045, 0.7979, 0.7897, 0.8008, 0.7750, 0.8260,\n", + " 0.8216, 0.8362, 0.8108, 0.7946, 0.8094, 0.8082, 0.7663, 0.8250, 0.7690,\n", + " 0.7935, 0.8105, 0.7273, 0.8083, 0.8124, 0.7984, 0.8365, 0.8144, 0.8221,\n", + " 0.6869, 0.8147, 0.7997, 0.8333, 0.8008, 0.7741, 0.8332, 0.8090, 0.8380,\n", + " 0.8316, 0.8140, 0.7986, 0.8106, 0.8212, 0.7764, 0.8064, 0.8206, 0.8201,\n", + " 0.7928, 0.8230, 0.7997, 0.8072, 0.8064, 0.8040, 0.7729, 0.7866, 0.8272,\n", + " 0.8027, 0.8288, 0.8298, 0.7944, 0.7993, 0.7904, 0.8151, 0.8249, 0.8306,\n", + " 0.8320, 0.8410, 0.8417, 0.7948, 0.7557, 0.8342, 0.8099, 0.8188, 0.8215,\n", + " 0.8216, 0.8145, 0.8182, 0.8305, 0.8344, 0.8395, 0.7783, 0.8377, 0.8268,\n", + " 0.8068, 0.7791, 0.8123, 0.8282, 0.8071, 0.7885, 0.8263, 0.8097, 0.8419,\n", + " 0.8049, 0.8314, 0.8009, 0.7891, 0.8007, 0.7979, 0.7999, 0.7843, 0.7718,\n", + " 0.7803, 0.7882, 0.7989, 0.8096, 0.7882, 0.8217, 0.8191, 0.7676, 0.7992,\n", + " 0.7866, 0.8069, 1.1629, 0.8018, 0.7852, 0.7875, 0.7871, 0.8055, 0.8306,\n", + " 0.8109, 0.8354, 0.8180, 0.8168, 0.7981, 0.8008, 0.8018, 0.7948, 0.8069,\n", + " 0.8219, 0.8397, 0.8291, 0.8184, 0.8367, 0.8137, 0.8085, 0.7851, 0.8529,\n", + " 0.8232, 0.7779, 0.7987, 0.8036, 0.8227, 0.8165, 0.8150, 0.7926, 0.8407,\n", + " 0.8167, 0.8178, 0.8164, 0.7703, 0.8310, 0.7954, 0.7988, 0.7805, 0.8048,\n", + " 0.8337, 0.8277, 0.8080, 0.8298, 0.8110, 0.8025, 0.7812, 0.8184, 0.7929,\n", + " 0.8025, 0.8013, 0.8236, 0.8197, 0.8198, 0.8140, 0.7747, 0.8227, 0.8315,\n", + " 0.8066, 0.8145, 0.8176, 0.8423, 0.8256, 0.7893, 0.8369, 0.8214, 0.8151,\n", + " 0.7868, 0.8324, 0.8108, 0.3350, 0.8210, 0.8022, 0.8080, 0.8316, 0.8041,\n", + " 0.8270, 0.8261, 0.8145, 0.8013, 0.8113, 0.8227, 0.8196, 0.8391, 0.8398,\n", + " 0.8125, 0.7854, 0.8275, 0.8284, 0.8114, 0.8003, 0.7918, 0.8185, 0.7979,\n", + " 0.7729, 0.8299, 0.8169, 0.7821, 0.8220, 0.8064, 0.8009, 0.8066, 0.8523,\n", + " 0.8205, 0.7866, 0.8047, 0.8087, 0.8254, 0.7923, 0.8166, 0.7591, 0.8257,\n", + " 0.7979, 0.8230, 0.8167, 0.8281, 0.8257, 0.8283, 0.7828, 0.8530, 0.7827,\n", + " 0.8154, 0.7540, 0.8392, 0.8333, 0.8103, 0.8137, 0.8236, 0.8197, 0.8083,\n", + " 0.8287, 0.7967, 0.7844, 0.8334, 0.8053, 0.8181, 0.8090, 0.8003, 0.7845,\n", + " 0.8415, 0.8236, 0.8235, 0.8117, 0.8253, 0.8307, 0.8233, 0.8266, 0.8123,\n", + " 0.7911, 0.8136, 0.7585, 0.8471, 0.8271, 0.8254, 0.8044, 0.7863, 0.7920,\n", + " 0.8104, 0.8074, 0.8140, 0.8092, 0.8196, 0.8335, 0.7974, 0.8206, 0.8087,\n", + " 0.8318, 0.8011, 0.7975, 0.8252, 0.7830, 0.7907, 0.8127, 0.8168, 0.8286,\n", + " 0.8025, 0.8150, 0.7703, 0.8066, 0.8124, 0.8163, 0.8214, 0.8107, 0.8129,\n", + " 0.8347, 0.7889, 0.8024, 0.8112, 0.8318, 0.7881, 0.8084, 0.7945, 0.7692,\n", + " 0.7936, 0.8267, 0.8052, 0.8278, 0.8124, 0.8365, 0.7943, 0.7899, 0.8220,\n", + " 0.8444, 0.8061, 0.7556, 0.8238, 0.7657, 0.8117, 0.8141, 0.8208, 0.8086,\n", + " 0.7962, 0.8418, 0.8325, 0.8280, 0.8031, 0.8255, 0.8297, 0.7632, 0.8090,\n", + " 0.8202, 0.8238, 0.8325, 0.8194, 0.7847, 0.8280, 0.8248, 0.7752, 0.8701,\n", + " 0.8044, 0.7989, 0.8505, 0.8132, 0.8533, 0.7818, 0.8083, 0.8476, 0.7861,\n", + " 0.7918, 0.8214, 0.7899, 0.8133, 0.8173, 0.8097, 0.8276, 0.8078, 0.7779,\n", + " 0.8155, 0.8242, 0.8355, 0.8030, 0.8062, 0.8268, 0.7997, 0.8283, 0.7821,\n", + " 0.8240, 0.8288, 0.8392, 0.8185, 0.8189, 0.8373, 0.7963, 0.7960, 0.8060,\n", + " 0.8392, 0.7908, 0.8082, 0.7940, 0.8045, 0.8219, 0.8178, 0.8160, 0.8313,\n", + " 0.8343, 0.7271, 0.8370, 0.7825, 0.8216, 0.8326, 0.8337, 0.8303, 0.8117,\n", + " 0.8003, 0.8090, 0.8386, 0.8197, 0.8238, 0.8315, 0.8320, 0.8308, 0.8228,\n", + " 0.8003, 0.8177, 0.8117, 0.8189, 0.7910, 0.8146, 0.8205, 0.8187, 0.7719,\n", + " 0.8297, 0.8036, 0.7488, 0.8261, 0.8213, 0.8201, 0.8346, 0.8079, 0.7487,\n", + " 0.8100, 0.8384, 0.8230, 0.8137, 0.8395, 0.8027, 0.7998, 0.8138, 0.8368,\n", + " 0.8240, 0.8077, 0.8195, 0.7914, 0.8313, 0.8229, 0.8308, 0.8502, 0.7925,\n", + " 0.8266, 0.8069, 0.7942, 0.8401, 0.7871, 0.8353, 0.8300, 0.7988, 0.8004,\n", + " 0.8118, 0.8111, 0.8130, 0.8373, 0.7917, 0.7914, 0.7856, 0.8052, 0.7763,\n", + " 0.8035, 0.8263, 0.8064, 0.8160, 0.8340, 0.8163, 0.8102, 0.8254, 0.8058,\n", + " 0.8212, 0.7790, 0.8003, 0.8129, 0.7593, 0.8114, 0.7881, 0.7815, 0.8221,\n", + " 0.8041, 0.7974, 0.8227, 0.8487, 0.8229, 0.8248, 0.8107, 0.7971, 0.8410,\n", + " 0.8170, 0.8083, 0.8071, 0.8286, 0.8189, 0.8448, 0.8123, 0.8514, 0.8084,\n", + " 0.8321, 0.8330, 0.8177, 0.8197, 0.8097, 0.7920, 0.7784, 0.8333, 0.8176,\n", + " 0.8101, 0.8304, 0.8246, 0.7822, 0.7964, 0.8020, 0.7920, 0.8335, 0.8100,\n", + " 0.8301, 0.7737, 0.8098, 0.8097, 0.8247, 0.8266, 0.8272, 0.8351, 0.8062,\n", + " 0.7892, 0.8197, 0.8095, 0.8186, 0.8081, 0.8192, 0.8156, 0.8100, 0.8000,\n", + " 0.8153, 0.8084, 0.8251, 0.8329, 0.8459, 0.7414, 0.8219, 0.8264, 0.7698,\n", + " 0.8363, 0.8025, 0.8326, 0.8098, 0.8436, 0.7903, 0.8031, 0.8301, 0.8167,\n", + " 0.8175, 0.8226, 0.8236, 0.8138, 0.8256, 0.8032, 0.8142, 0.7989, 0.7962,\n", + " 0.7929, 0.8099, 0.8329, 0.8180, 0.8417, 0.8113, 0.8084, 0.8006, 0.8147,\n", + " 0.7717, 0.8099, 0.8304], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.1420e-02, -4.3584e-02, -5.1321e-02, -1.7881e-02, -1.6400e-01,\n", + " -4.1447e-02, -1.0130e-01, -7.6611e-02, -2.9851e-02, -2.0758e-02,\n", + " -3.8105e-02, -7.7070e-02, 2.8959e-02, -6.9092e-02, -4.3256e-02,\n", + " -1.1032e-01, -9.8798e-02, -7.6895e-02, 3.0124e-03, -6.6360e-02,\n", + " -1.3483e-01, 1.5964e-02, -8.8870e-02, -1.9291e-01, -8.4387e-02,\n", + " -1.2725e-01, -1.7727e-02, -2.3704e-03, 9.2615e-02, -1.0106e-01,\n", + " -1.7752e-02, -9.1432e-03, -1.3606e-01, -1.1925e-02, -5.8445e-02,\n", + " -3.8003e-02, 2.0488e-02, -2.9804e-02, -5.8359e-02, 7.7513e-02,\n", + " 1.6296e-02, 5.6256e-02, 3.0559e-03, -7.2168e-02, -2.4050e-02,\n", + " 1.7642e-02, -3.5547e-02, -3.9565e-02, 2.7667e-03, 1.4905e-02,\n", + " -2.7630e-03, 5.1586e-03, -1.5085e-01, 4.1356e-02, -8.6902e-02,\n", + " -1.0317e-01, -6.7401e-02, 5.4526e-02, 3.0842e-03, -6.7960e-03,\n", + " -3.8079e-02, -7.2002e-02, -1.6014e-02, -6.6356e-02, -3.6658e-02,\n", + " -9.3858e-02, -3.4307e-02, -6.4775e-02, -4.0199e-02, 4.4728e-02,\n", + " 2.5514e-02, -5.3401e-02, -3.1552e-02, 2.9285e-02, -9.7129e-02,\n", + " -2.4784e-02, -9.8498e-03, -5.2236e-02, -6.4086e-02, -1.0825e-01,\n", + " -5.8000e-02, -3.9223e-02, -6.4858e-02, -1.1675e-01, -2.7759e-02,\n", + " 1.8422e-02, -7.6837e-02, -3.2016e-02, 1.8751e-02, -5.2377e-02,\n", + " 4.2717e-02, 5.9166e-02, -2.1197e-01, -2.3381e-02, -8.6102e-02,\n", + " 3.0252e-02, -9.6271e-02, -3.5818e-02, -3.6094e-02, -2.0526e-02,\n", + " -1.6319e-02, -3.4604e-02, -7.5162e-02, -1.6712e-03, -4.8561e-03,\n", + " -4.2493e-02, -2.6859e-02, 6.4850e-03, 5.6165e-02, -2.4472e-02,\n", + " 5.9780e-02, -1.7101e-02, 1.1151e-01, 8.1906e-03, -4.1190e-02,\n", + " -3.1089e-02, -5.4861e-02, -3.7645e-02, 9.1692e-03, -7.6944e-02,\n", + " 1.5835e-03, 1.0820e-02, -3.8397e-02, -1.0055e-01, -7.1724e-02,\n", + " 3.2415e-02, -2.7287e-02, -1.1316e-01, -6.8309e-03, -3.7847e-03,\n", + " -3.3509e-02, -5.8418e-02, -2.7168e-03, -3.1391e-02, 4.9704e-02,\n", + " -1.0243e-02, -7.6904e-02, -8.0674e-02, -2.9624e-02, 6.2584e-03,\n", + " -1.2334e-02, -4.6094e-02, -4.0451e-02, -1.0383e-01, -8.7742e-02,\n", + " 5.5282e-02, -1.4061e-02, -3.3179e-02, 9.8011e-03, -1.4588e-01,\n", + " -1.9476e-02, -1.1783e-01, 4.4584e-03, -1.9446e-02, -6.4196e-02,\n", + " -8.1424e-02, -5.7627e-02, -5.6912e-02, -9.6823e-02, 1.5038e-02,\n", + " -7.8415e-02, 1.6785e-02, -2.1571e-02, -3.9173e-02, -1.9632e-02,\n", + " -7.9155e-02, -1.1051e-01, -6.3610e-02, 9.3950e-02, 1.8271e-02,\n", + " 9.0010e-03, -1.6172e-02, -2.4592e-02, -9.7152e-02, -6.3678e-03,\n", + " -1.5437e-01, -6.2522e-02, -6.7425e-02, -7.5880e-02, -6.6928e-03,\n", + " 1.2346e-03, -8.9233e-02, 3.3055e-02, -9.7269e-02, -6.5462e-02,\n", + " 2.4688e-02, -1.1696e-01, -1.3782e-01, -7.0054e-02, -1.3576e-02,\n", + " 1.6856e-03, 1.2264e-01, -1.7963e-01, 1.9570e-02, -9.3462e-02,\n", + " -5.7144e-02, -4.9437e-02, -1.3460e-01, -5.2558e-02, -4.5387e-02,\n", + " 3.3210e-02, -4.4042e-02, -8.8447e-02, 1.0805e-02, 1.4834e-02,\n", + " -6.4319e-02, -8.7513e-02, -1.6867e-02, -1.0384e-01, -8.3751e-02,\n", + " 7.9677e-03, 1.5942e-02, -7.4425e-02, -1.1128e-01, -4.1676e-02,\n", + " -8.2827e-05, 2.6848e-02, -5.7732e-04, -1.7398e-01, 4.6978e-02,\n", + " -9.6235e-02, -1.4588e-01, -4.5460e-03, -6.1719e-02, 9.9410e-03,\n", + " -1.2382e-01, -4.6760e-02, 1.3691e-02, -9.6950e-02, -2.2925e-02,\n", + " 3.5738e-03, -3.7561e-02, -1.1838e-01, -3.6931e-03, 5.8162e-03,\n", + " -9.2732e-02, -1.2839e-02, -5.8549e-02, -8.7021e-02, 6.4272e-02,\n", + " -5.6604e-02, -3.4247e-02, 9.2602e-03, -1.4345e-01, -7.6901e-02,\n", + " -3.3794e-02, -2.1118e-02, -4.3932e-02, 4.7110e-02, 3.9625e-02,\n", + " -3.1458e-03, -1.9711e-01, -5.1261e-02, -4.1401e-02, -6.3544e-02,\n", + " 2.6556e-02, 2.8309e-02, -2.2077e-02, -5.2322e-02, -3.4756e-02,\n", + " -7.0890e-02, -8.6633e-03, -1.2046e-02, -4.9041e-02, -3.8275e-02,\n", + " 5.3699e-02, -3.5129e-02, -1.7065e-02, -2.6831e-02, 1.4603e-02,\n", + " -2.7500e-02, -5.6141e-02, -4.6511e-03, -9.3219e-02, -4.0949e-02,\n", + " 2.0568e-02, -4.8102e-02, -1.2007e-02, -8.0022e-03, 2.5377e-02,\n", + " -7.7940e-02, -1.0986e-01, -1.3279e-02, -2.4279e-03, 2.3367e-02,\n", + " -8.4781e-02, -1.0893e-01, -6.8696e-02, 1.7905e-02, -5.1930e-02,\n", + " -3.5093e-02, -1.9072e-02, 3.1636e-02, -1.8024e-02, -1.2744e-01,\n", + " -5.5162e-02, -9.4212e-02, -1.3663e-01, -1.0293e-01, 6.0230e-04,\n", + " -4.3148e-02, -1.0178e-01, -1.7109e-03, -2.6144e-02, -2.1645e-01,\n", + " 3.5178e-02, -2.5382e-02, -2.8011e-02, 9.5901e-01, -2.9494e-03,\n", + " -9.0453e-04, 1.2587e-02, -8.9690e-02, -7.1942e-02, -4.3016e-02,\n", + " -6.9497e-02, -3.5351e-02, -2.8883e-02, 1.9135e-03, -7.1330e-02,\n", + " 6.8395e-02, -8.1506e-02, -9.1412e-02, 9.8570e-02, -2.4205e-02,\n", + " -1.7521e-02, -4.8430e-02, -6.6839e-02, 3.5089e-04, 4.0743e-02,\n", + " -4.9949e-02, -3.2634e-02, -1.0394e-03, -1.5966e-01, 1.7261e-02,\n", + " -3.5994e-02, 1.5692e-02, -1.1129e-02, -2.0487e-02, 3.0347e-02,\n", + " -7.4344e-02, -1.2698e-01, -7.4917e-02, -8.6796e-02, -3.0172e-02,\n", + " 4.7575e-02, -6.3198e-02, 5.0222e-02, -2.0690e-02, 5.2161e-02,\n", + " 3.0246e-02, 3.2975e-02, -6.7331e-02, -3.7715e-02, -4.2033e-02,\n", + " 2.0723e-02, -5.6099e-02, -6.8373e-02, -3.4723e-02, -7.0788e-02,\n", + " -6.5211e-02, -1.5671e-02, -8.7290e-02, -2.7595e-02, -7.4387e-02,\n", + " -9.7406e-03, 2.8058e-02, -1.0312e-01, 1.1699e-02, -1.6529e-02,\n", + " 1.1808e-02, -4.1340e-03, -4.7312e-02, 5.9958e-02, 6.5942e-02,\n", + " -4.6628e-02, -8.0118e-02, 9.9502e-03, 6.0204e-02, -7.6706e-02,\n", + " -1.2670e-02, 3.0357e-01, -3.8553e-02, 3.9331e-02, -7.5549e-02,\n", + " -1.4294e-04, 7.6978e-02, -4.7003e-02, -1.8041e-02, 2.6636e-02,\n", + " -9.3341e-02, -7.3783e-02, -8.2291e-02, -1.5079e-02, -6.2193e-02,\n", + " -2.7762e-02, 7.8624e-02, 3.6665e-02, -4.7377e-02, 3.7170e-02,\n", + " 3.4689e-03, 2.3525e-02, -5.1568e-02, -9.7306e-04, 2.0503e-02,\n", + " 7.0278e-02, -4.0602e-02, -6.4565e-03, -1.1426e-01, 1.3381e-02,\n", + " -8.0679e-03, -5.7682e-03, -8.7230e-02, -5.1125e-02, 8.2540e-03,\n", + " -9.9821e-02, 5.3512e-03, 7.1646e-03, -8.9738e-02, -3.6484e-02,\n", + " -1.7408e-02, 8.2140e-02, -2.6471e-02, -3.0827e-03, 2.5158e-02,\n", + " -7.0924e-02, -2.4888e-02, 4.2149e-02, 3.2619e-02, -9.4495e-02,\n", + " -6.1789e-02, 3.6402e-02, 1.3054e-02, -1.3188e-01, 5.0196e-02,\n", + " -7.0288e-02, 2.4249e-02, 3.5636e-02, -1.7938e-02, -6.1105e-03,\n", + " -7.2878e-02, -5.9878e-02, -6.4041e-02, -6.0001e-02, -1.6376e-02,\n", + " 1.4314e-02, 4.3107e-02, -3.9263e-02, 7.4305e-03, 4.5319e-02,\n", + " -1.7731e-02, -3.7228e-02, -6.7448e-02, -6.4921e-04, -8.6211e-02,\n", + " -9.8345e-02, -2.3946e-02, -9.3151e-02, 2.0946e-02, 8.7786e-03,\n", + " -8.2961e-02, 7.9475e-02, 2.6657e-02, -8.4516e-02, -1.0197e-01,\n", + " -2.0166e-02, -7.0315e-02, 3.8408e-03, -4.6361e-02, -3.5057e-02,\n", + " -4.0438e-02, -1.8433e-03, -5.2695e-02, -3.4537e-02, -4.3734e-02,\n", + " -3.3192e-02, -1.7600e-02, -6.0209e-02, 6.6127e-02, 4.6016e-02,\n", + " -2.9241e-02, -9.6950e-02, 1.1977e-02, 3.2199e-02, -9.7293e-03,\n", + " 1.0275e-02, -1.0686e-01, -9.8203e-02, 6.0999e-02, -4.6028e-02,\n", + " -3.2522e-02, -4.7517e-03, -6.0532e-02, -8.5071e-02, -3.7084e-02,\n", + " -1.6504e-02, -1.5661e-02, -2.0879e-02, -4.8894e-02, -4.6598e-02,\n", + " -6.1904e-02, -1.0625e-01, 1.8394e-02, 2.1795e-02, -5.8515e-02,\n", + " -1.0200e-01, -4.1670e-02, -3.2738e-02, 5.2714e-02, -1.2264e-02,\n", + " 1.6913e-02, 5.1470e-03, -2.3659e-02, -9.9691e-03, -2.5182e-02,\n", + " -1.7485e-01, 3.1565e-02, -6.4276e-02, 5.7672e-02, -6.7229e-02,\n", + " 3.9541e-02, -7.8161e-02, -7.5991e-02, -1.5675e-02, -1.4640e-02,\n", + " -5.3990e-03, -1.5901e-02, 1.1666e-02, -3.2102e-02, -1.1323e-01,\n", + " -1.0573e-01, 9.7421e-03, 1.7248e-02, -5.1449e-02, -6.0619e-02,\n", + " 6.9336e-02, 2.9603e-03, -4.9532e-02, -4.8834e-02, 1.2968e-01,\n", + " -8.0988e-02, -2.2760e-02, -6.2548e-03, 8.5478e-03, -1.4290e-02,\n", + " 7.9372e-02, 6.2188e-02, -3.5120e-02, -1.4811e-01, -1.0029e-01,\n", + " 4.3165e-02, -9.8678e-03, -8.6519e-02, -4.7014e-02, -1.7904e-03,\n", + " 6.2395e-03, -1.5700e-03, -1.1849e-01, -4.7061e-02, 4.7389e-02,\n", + " 4.1923e-03, 1.1518e-02, -3.4181e-02, -3.4995e-02, 1.8302e-02,\n", + " -4.8894e-02, -1.0292e-01, -1.0939e-02, -1.5679e-02, -4.8991e-03,\n", + " -1.4730e-02, -7.4172e-02, -9.9769e-02, -6.9774e-02, 5.3765e-02,\n", + " -4.9984e-02, -8.3093e-03, 5.0251e-02, -7.0062e-02, 5.8027e-02,\n", + " 4.0691e-02, -1.2311e-01, -9.9394e-02, 8.9405e-03, -3.6755e-02,\n", + " -1.7028e-03, -2.1567e-01, -7.5262e-03, 2.3873e-03, -7.1619e-02,\n", + " -4.1938e-02, -5.7213e-03, -1.1734e-01, -4.4212e-02, -6.9653e-02,\n", + " 3.0976e-02, -5.7975e-02, -4.7747e-02, -1.6696e-02, -3.7563e-02,\n", + " -6.4246e-02, -4.0577e-02, 3.8866e-02, -8.4182e-02, -9.9732e-02,\n", + " -1.1184e-01, -4.8867e-02, -1.8814e-02, -4.3569e-02, -4.1579e-02,\n", + " -4.9621e-02, 7.4965e-03, -2.1947e-02, -5.7161e-02, 2.0182e-02,\n", + " -2.7218e-02, -2.3154e-02, -4.6928e-02, -4.6572e-02, -4.0968e-03,\n", + " -1.3607e-01, -6.0139e-02, -6.0673e-02, -9.6480e-02, -8.6164e-03,\n", + " -7.0927e-02, -1.3005e-01, 3.5161e-02, -6.2274e-02, -3.0177e-02,\n", + " -8.0625e-02, -9.1166e-02, -1.0595e-01, -1.2146e-01, -2.4532e-02,\n", + " -2.9933e-02, -4.6797e-02, -6.8383e-02, -9.3714e-02, -5.0142e-02,\n", + " 3.9761e-02, -7.9946e-02, -6.9541e-02, 2.4161e-02, -5.8912e-02,\n", + " 2.9267e-02, -5.9741e-02, -8.2343e-02, -3.8688e-02, -7.6947e-02,\n", + " -7.4565e-02, -1.2510e-01, -1.2249e-01, -7.9977e-02, 4.5576e-02,\n", + " 2.7857e-03, -8.5465e-02, -2.2420e-02, -4.0974e-02, -8.6231e-04,\n", + " -5.5679e-02, 7.6963e-03, -6.7620e-02, -1.1734e-02, -2.6037e-02,\n", + " -1.3435e-02, -8.9836e-02, -1.3692e-01, -5.6583e-02, -1.0274e-01,\n", + " -7.7381e-02, -3.2784e-02, 6.4803e-02, -6.9673e-02, -5.5963e-02,\n", + " 3.0947e-02, -1.3716e-01, -5.0707e-02, -7.8393e-02, -6.0423e-02,\n", + " -1.8074e-02, -4.3469e-02, -1.3163e-01, -4.9768e-02, 5.0433e-03,\n", + " -2.9345e-02, -7.6699e-02, -7.4855e-02, 6.9012e-02, 7.7089e-04,\n", + " 1.5322e-02, -1.6749e-03, -1.1340e-01, -3.5276e-02, -2.0100e-02,\n", + " -7.4789e-02, 2.5310e-02, -8.0904e-02, -7.2792e-06, -2.5141e-02,\n", + " -7.6270e-02, -2.9385e-02, 4.8760e-02, -5.4040e-02, -8.2840e-02,\n", + " -8.4037e-02, -7.2592e-02, -5.6304e-02, -5.0476e-02, -7.5501e-02,\n", + " -1.0276e-01, -4.1951e-02, -1.3968e-01, -5.9688e-02, 1.4012e-03,\n", + " -5.5818e-02, -3.9075e-02, -6.7160e-02, -3.8912e-02, -2.3634e-02,\n", + " 7.3393e-03, -3.4749e-02, 1.9712e-02, -5.1053e-03, -1.1495e-01,\n", + " -7.5303e-03, -3.9082e-02, 6.9267e-03, 1.8861e-02, -6.3253e-02,\n", + " -7.6206e-02, -8.5384e-02, -3.6944e-02, -1.1302e-01, -1.8959e-01,\n", + " 6.1037e-03, -1.8503e-02, -1.1168e-01, -2.7865e-02, -4.1709e-02,\n", + " -5.3059e-02, -4.2011e-02, -3.7106e-02, 1.1836e-02, -4.8356e-03,\n", + " -8.3806e-02, -2.1164e-03, -2.5173e-03, -6.6691e-02, -8.9692e-02,\n", + " 7.6497e-03, -9.7362e-03, -1.4631e-02, -1.0981e-01, 7.5289e-02,\n", + " -3.3391e-02, 1.8277e-02, -1.2190e-01, -3.1114e-02, -2.1658e-02,\n", + " -4.2312e-02, -8.4621e-02, -4.0529e-02, 1.7685e-02, 2.7051e-02,\n", + " -7.4158e-02, -5.9353e-02, -3.5528e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.5133e-01, -2.3753e-01, 2.5810e-02, 9.0151e-03, 1.8424e-01,\n", + " -1.0879e-01, 4.2990e-01, 1.3848e-01, 4.9509e-01, -1.9813e-01,\n", + " -5.3100e-02, 5.2677e-02, -1.1447e-01, -1.1720e-01, -1.8812e-01,\n", + " -8.9234e-02, -1.1820e-01, -6.5022e-02, 7.4269e-02, 7.4049e-01,\n", + " 1.1903e-01, -3.9947e-01, 9.2407e-02, 1.4708e-01, -8.8448e-03,\n", + " 1.4445e-01, 1.8023e-01, 1.4699e-01, -1.6035e-03, -2.4083e-03,\n", + " -2.6148e-01, 2.4620e-01, 1.7292e-01, 3.7575e-02, -1.7114e-01,\n", + " 7.0565e-02, 9.6402e-02, -8.2912e-02, 4.1820e-01, -1.2408e-01,\n", + " 7.1239e-02, 1.3781e-01, -3.0078e-01, -1.1884e-02, 4.4540e-02,\n", + " -6.2882e-01, -6.6538e-03, -1.1175e-02, -3.7410e-02, 3.2090e-02,\n", + " -4.7503e-01, 1.0927e-01, -1.0293e-01, -6.9717e-02, 1.6735e-01,\n", + " -1.0845e-01, 6.0743e-02, 2.8250e-01, 3.1952e-01, 1.6382e-01,\n", + " -1.1050e-01, -5.4506e-01, -2.8726e-02, -7.7838e-02, 1.4439e-01,\n", + " 8.5476e-02, 2.7349e-01, -1.9566e-01, -1.3484e-02, 1.4594e-02,\n", + " 5.2496e-02, 1.6613e-01, 6.1982e-02, 2.8685e-02, -2.3764e-02,\n", + " -1.1157e-02, 3.5108e-02, 9.4450e-02, 5.5991e-02, 1.0719e-01,\n", + " -9.5500e-02, 6.7253e-02, -5.2026e-02, -1.3092e-01, -1.0836e-01,\n", + " 9.4877e-03, -9.7692e-02, -8.1574e-02, -2.1601e-01, 3.8550e-01,\n", + " -3.2178e-02, 5.8457e-02, -1.0147e-01, -1.0796e-01, -3.9866e-01,\n", + " -2.0741e-01, -8.0579e-02, -4.2801e-02, -6.5430e-02, -1.3643e-01,\n", + " -7.1110e-02, 7.3352e-02, 1.1745e-01, 4.4731e-02, -1.0822e-01,\n", + " 6.8866e-02, -2.5457e-01, 2.3216e-01, 1.1959e-01, 1.2908e-02,\n", + " 5.8874e-02, -1.2171e-01, 1.8273e-01, 1.1194e-03, -7.3002e-02,\n", + " -5.9344e-03, 2.6270e-01, 1.2985e-01, 1.5573e-01, 4.2619e-02,\n", + " 7.0851e-02, 2.3211e-03, -1.4739e-01, 9.8888e-02, 8.1919e-03,\n", + " 9.8359e-02, 7.8386e-02, 5.5321e-02, 1.1128e-01, -1.9908e-01,\n", + " 1.0799e-01, 1.8662e-01, 2.2048e-01, 3.3620e-01, -4.3870e-01,\n", + " 1.1896e-01, -1.2178e-02, -7.0414e-02, -1.4871e-01, -7.0769e-03,\n", + " 2.3468e-02, -3.0648e-02, 9.2028e-02, 1.0161e-02, -7.7317e-02,\n", + " 7.4299e-02, -2.7068e-02, 4.5786e-02, -3.3060e-02, -1.6967e-02,\n", + " 1.0725e-01, 8.9467e-03, 1.2721e-01, 1.8391e-02, -2.9835e-01,\n", + " 3.2104e-01, 6.1922e-02, 2.1151e-01, -5.4954e-02, -5.9694e-02,\n", + " -5.8206e-03, 9.0642e-02, -3.3636e-01, -7.4387e-02, 4.3874e-02,\n", + " 2.0348e-01, -3.7572e-04, -7.6938e-04, 3.8537e-02, 9.1840e-02,\n", + " 2.3001e-01, 5.4248e-02, 1.9658e-01, 7.3057e-02, -3.4250e-03,\n", + " 1.0161e-01, -2.0485e-01, -4.4438e-01, -1.3771e-01, 2.4808e-02,\n", + " -5.0941e-02, -1.0131e-02, 4.5327e-02, -3.3211e-02, -4.7713e-01,\n", + " -1.6515e-02, 7.4324e-02, -7.2911e-03, -5.3092e-02, -4.1062e-01,\n", + " 1.3993e-01, 2.5817e-02, -1.0724e-01, 1.7570e-01, 2.1616e-01,\n", + " -1.5296e-01, 2.7083e-01, -1.4839e-02, -1.0560e-01, 2.0992e-01,\n", + " -4.5541e-02, -1.4404e-03, -1.0828e-01, 3.7944e-01, -4.4545e-01,\n", + " -8.3426e-02, 2.5700e-02, -1.1545e-01, 1.8037e-02, 4.5124e-01,\n", + " 4.5544e-01, -7.6599e-02, -5.1814e-01, -2.3105e-01, -3.4333e-01,\n", + " -2.5391e-01, -1.0514e-01, -6.8976e-01, -2.4903e-02, -3.0981e-02,\n", + " 1.8063e-01, -3.1927e-01, 9.7697e-03, -6.9312e-02, 6.1190e-02,\n", + " -1.1520e-01, -1.1271e-01, -2.5957e-01, -3.1717e-01, 1.0558e-01,\n", + " 4.3947e-01, -7.6503e-02, -6.4820e-02, 4.7144e-02, 1.8547e-01,\n", + " 1.5746e-01, 5.9137e-02, -7.3088e-02, -3.0072e-01, -2.0099e-02,\n", + " 3.7238e-02, 2.0446e-01, -2.6364e-02, -3.6781e-01, 1.2785e-01,\n", + " 8.3428e-02, 2.7091e-02, 5.1193e-02, -8.9677e-02, 1.0018e-01,\n", + " 6.7975e-02, 2.7182e-02, 1.7417e-01, 3.6349e-02, -1.0666e-02,\n", + " -9.7597e-02, 2.5913e-01, -2.9609e-02, -1.6502e-01, -7.2166e-02,\n", + " 4.5434e-01, 2.6722e-01, -3.1446e-02, 6.9002e-04, 1.6192e-02,\n", + " -6.9384e-02, 2.2055e-01, 2.5349e-03, -2.1836e-01, -1.3653e-01,\n", + " 7.7483e-03, -1.9766e-02, -2.4542e-01, 1.1201e-02, -8.4689e-02,\n", + " 7.7583e-02, -6.3207e-03, -2.3186e-01, -1.9485e-01, -8.5469e-02,\n", + " -1.1519e-02, -1.5356e-01, -2.7503e-01, -1.5000e-01, -1.5991e-01,\n", + " -2.1353e-01, 1.0099e-01, -9.0743e-03, -1.9906e-02, 4.0735e-02,\n", + " -5.0685e-01, 3.2613e-02, -6.7391e-01, -2.2070e-01, 9.2765e-02,\n", + " 3.0357e-02, 1.5614e-01, 1.6793e-01, -8.3079e-02, 9.9496e-02,\n", + " 9.0105e-02, -2.1119e-02, 7.3743e-02, -6.5277e-03, 1.9689e-01,\n", + " -1.6058e-01, -1.8474e-01, 1.4698e-01, -5.9425e-02, 1.6863e-01,\n", + " -2.2361e-01, 6.3453e-02, -9.1655e-03, 6.2374e-02, -6.4075e-03,\n", + " 5.7049e-02, -5.1457e-02, -3.0404e-01, -5.3524e-02, 4.3208e-02,\n", + " -7.8506e-02, -5.6192e-02, 5.7297e-02, 5.5266e-02, 9.6185e-02,\n", + " 3.4448e-02, -1.0176e-01, -1.4598e-01, 2.3241e-02, 1.3750e-01,\n", + " -2.0221e-01, -1.6544e-01, -7.1958e-02, -2.2976e-02, 3.3743e-01,\n", + " 7.9972e-02, 2.1842e-02, -1.1671e-01, 9.4836e-02, -3.4166e-01,\n", + " 1.6470e-01, -2.6415e-01, -9.4910e-02, 2.7009e-02, -3.3320e-01,\n", + " -6.8091e-01, 7.5028e-02, 6.4853e-02, 5.4892e-03, 3.9192e-01,\n", + " 1.1877e-01, 1.3241e-01, -5.7541e-01, -1.0217e-01, -1.2964e-01,\n", + " -3.0428e-01, 2.4892e-01, -1.1730e-01, -2.7766e-01, -1.9551e-01,\n", + " -4.1652e-02, 3.1863e-02, -1.6015e-01, -1.4922e-01, -2.0807e-01,\n", + " 1.5892e-01, -1.2411e-01, 2.7970e-01, 3.7367e-02, 3.3457e-01,\n", + " 1.2860e-01, -3.4058e-01, 7.1666e-02, -3.7943e-02, 7.5196e-02,\n", + " -5.3702e-02, -3.3050e-01, 3.3243e-02, 5.8255e-02, -2.9149e-02,\n", + " -2.7766e-01, -3.3492e-01, -2.9865e-01, 2.3413e-01, 1.9511e-01,\n", + " 9.4495e-03, -8.8250e-03, 1.7656e-01, -1.3726e-01, 2.3351e-02,\n", + " 1.7813e-01, 1.0284e-01, -2.5077e-02, 1.9352e-01, 6.4153e-02,\n", + " -1.0598e-01, -2.6269e-01, 5.2063e-01, -3.9139e-01, 4.4295e-01,\n", + " -1.1494e-01, -2.9420e-01, 1.9228e-02, -9.4492e-02, -4.2887e-02,\n", + " 1.7346e-01, -1.5861e-01, -5.9501e-01, -1.1564e-02, 1.4171e-02,\n", + " 8.7166e-02, -1.8183e-01, -6.6445e-02, 1.3945e-01, 2.8050e-01,\n", + " -3.1854e-01, -1.1873e-01, 2.7710e-02, -1.6822e-01, 6.1864e-02,\n", + " 1.4593e-02, -3.2407e-02, -2.0872e-01, -1.5628e-02, 1.3048e-01,\n", + " -3.9282e-01, -5.8181e-02, -1.2849e-01, -1.9700e-01, -1.3195e-01,\n", + " -2.1114e-01, 2.1549e-01, -2.7915e-01, 6.9659e-02, 6.5505e-03,\n", + " 2.4419e-01, 1.1124e-01, -8.3919e-02, 2.0721e-02, 9.5978e-02,\n", + " 6.1980e-02, 7.3541e-02, -4.3105e-01, 1.3909e-01, -7.1828e-02,\n", + " 3.4558e-01, -2.7331e-01, -2.4223e-01, -1.3868e-01, 1.1788e-01,\n", + " -1.4731e-01, 5.4330e-01, 1.1615e-01, 9.8175e-02, 1.5034e-01,\n", + " 6.9186e-02, -4.5157e-02, -1.3912e-02, -3.6525e-02, -5.7362e-02,\n", + " -4.4169e-01, -5.9358e-02, -1.2085e-01, -9.5507e-02, -7.2091e-04,\n", + " 3.9246e-02, -4.7359e-02, -1.2102e-01, 5.0623e-01, -8.3436e-02,\n", + " 1.7912e-01, 2.4099e-03, -2.1634e-01, 6.6200e-02, -1.7729e-01,\n", + " 7.1395e-02, 1.7143e-02, 5.8707e-03, 1.1266e-02, 3.5963e-04,\n", + " -1.3030e-02, -7.3621e-02, 3.7828e-02, -8.5985e-03, 1.1140e-02,\n", + " 1.4251e-01, -3.2820e-02, 6.1080e-02, -5.2495e-02, 4.8222e-02,\n", + " 3.7073e-02, -3.2947e-02, 4.4077e-02, 1.0697e-01, 4.9784e-02,\n", + " 4.4684e-03, -1.2673e-01, -2.5545e-02, -9.6202e-02, 1.1449e-01,\n", + " -2.2548e-02, -3.9202e-02, 1.2497e-03, 1.2455e-01, 1.1281e-01,\n", + " -1.9743e-02, -3.1865e-01, 1.5769e-01, 1.2117e-02, -5.8050e-02,\n", + " -8.8862e-02, 7.7172e-02, 2.2303e-02, -9.5205e-02, 1.3260e-01,\n", + " 1.7029e-01, 2.1987e-01, 7.9742e-02, -1.1708e-01, 1.0673e-01,\n", + " 5.0743e-02, 6.5151e-02, -1.0822e-01, 1.5013e-01, 7.2626e-02,\n", + " -2.4888e-02, -1.8375e-01, -9.8543e-02, -5.9293e-02, 8.6866e-02,\n", + " 9.2245e-02, 1.6372e-01, 1.0295e-01, -1.3581e-01, -1.4312e-01,\n", + " 1.1371e-02, -1.6080e-01, 1.8371e-01, -1.9611e-04, -6.9717e-02,\n", + " 1.1716e-01, 4.2109e-02, -6.3654e-02, 6.1702e-02, -5.0561e-03,\n", + " 3.2653e-03, -7.2763e-02, -1.2754e-01, -2.6196e-01, 2.0856e-01,\n", + " 8.2906e-03, 2.5825e-01, -5.1569e-02, 2.9764e-02, 1.1345e-01,\n", + " -9.0083e-02, 9.9565e-02, -1.5521e-01, 2.2217e-03, -8.9728e-02,\n", + " 5.7571e-02, -8.7458e-02, 1.5919e-01, -1.6533e-01, 2.6503e-01,\n", + " 1.6130e-01, 1.2797e-01, -1.8697e-01, 1.1448e-01, -1.6352e-01,\n", + " -2.3397e-01, -1.3850e-01, 2.6184e-01, 2.1435e-02, -7.0114e-02,\n", + " 4.2699e-02, -1.1470e-01, -2.1933e-02, 3.5323e-03, 4.1536e-02,\n", + " -8.7469e-02, 6.3322e-02, 2.2035e-01, -1.6161e-01, 4.8012e-02,\n", + " 1.4501e-01, -1.7483e-02, -8.3329e-02, 1.5702e-02, 7.2777e-02,\n", + " 3.2687e-02, -1.3523e-02, -6.9254e-02, -1.1396e-01, 1.2454e-01,\n", + " 1.6556e-01, -2.1162e-01, 4.1854e-02, 6.0914e-02, -1.4645e-01,\n", + " 1.0957e-01, -2.3107e-01, -1.0067e-01, 6.6203e-02, -7.3750e-03,\n", + " -3.0133e-03, 3.2944e-04, 3.3463e-02, 5.1293e-02, -1.6595e-02,\n", + " -8.5473e-02, 3.0555e-02, 5.9594e-03, 5.0526e-02, 2.1773e-02,\n", + " 3.4996e-02, -5.3039e-01, -2.2724e-02, 1.0150e-01, -4.6939e-01,\n", + " -1.0696e-01, -2.8999e-01, -4.9810e-02, 1.4842e-01, -8.3052e-02,\n", + " -3.4358e-01, 4.0052e-02, -5.5287e-02, 5.1120e-02, -1.4942e-02,\n", + " 1.4350e-01, 1.3931e-02, -3.3469e-03, -9.7249e-02, -2.1292e-02,\n", + " -1.0404e-01, 1.5052e-01, 1.5975e-01, -1.2644e-01, 1.6340e-01,\n", + " -1.7071e-02, -7.7784e-02, -2.0277e-01, -2.1792e-01, 4.4495e-02,\n", + " 5.0952e-02, 6.3807e-02, 1.0606e-01, 8.9483e-02, -1.9034e-01,\n", + " 1.0966e-01, 3.6922e-02, -1.0770e-01, 3.1731e-02, -1.0052e-01,\n", + " 2.2133e-01, 4.2732e-02, 8.1774e-02, 2.4072e-01, 1.2801e-01,\n", + " 8.1579e-03, 2.9192e-01, -2.3934e-01, -1.7754e-01, -5.0421e-02,\n", + " -2.9777e-02, -1.4580e-01, -4.0102e-01, -2.1320e-01, 8.7705e-02,\n", + " 1.5821e-01, -1.9396e-02, 3.5607e-02, -3.6660e-02, 4.0222e-02,\n", + " -4.8675e-03, 4.7009e-02, 9.0438e-02, 1.1703e-01, 5.8537e-01,\n", + " -2.7354e-02, 1.7577e-02, 1.8256e-01, 1.1915e-04, 1.1047e-01,\n", + " -5.5049e-01, -6.4358e-02, 2.3941e-01, -5.5972e-02, -1.9534e-01,\n", + " -1.3647e-02, -1.1374e-01, -6.3335e-02, -2.7919e-01, -1.1071e-02,\n", + " 2.6786e-02, 8.3372e-02, 6.9232e-02, 1.6047e-01, 4.4274e-02,\n", + " 6.6680e-02, 7.7027e-03, 6.3575e-02, 6.9172e-03, 9.7828e-02,\n", + " 1.0744e-01, 2.2728e-01, -1.1762e-01, 3.0240e-02, -1.0964e-02,\n", + " -2.4585e-02, 8.2362e-02, -1.5786e-02, 4.8151e-02, 8.5376e-03,\n", + " -3.5986e-02, -2.1137e-02, -1.1306e-01, 6.2723e-02, 4.1799e-01,\n", + " -2.6009e-02, 1.5687e-01, 7.7387e-02, 8.0731e-02, 7.2121e-03,\n", + " -1.2050e-01, -7.3375e-02, -4.5346e-02, -3.4477e-02, -1.4028e-01,\n", + " -1.1046e-01, 2.2811e-01, 1.3097e-01, 1.3552e-01, 1.3549e-01,\n", + " 1.5452e-01, 3.1346e-02, -9.8578e-04, -1.0980e-01, 5.0071e-02,\n", + " -2.0861e-01, 6.5557e-02, 2.0105e-01, 4.2299e-01, 7.2049e-02,\n", + " 3.2955e-03, -5.4672e-02, -9.7353e-02, -9.6388e-02, 2.2037e-02,\n", + " -7.1076e-02, -8.6735e-02, 1.2041e-01, -1.8237e-01, -7.0892e-02,\n", + " -1.0739e-01, -8.3164e-02, 1.0449e-02, 2.7633e-01, -5.9906e-02,\n", + " -2.1760e-02, -3.0034e-01, 1.0486e-01, -1.7821e-01, 2.0742e-01,\n", + " -1.8090e-02, -3.9532e-02, -1.7635e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.5669e-05, 3.4639e-03, -1.7606e-03, -6.1321e-03, -4.4075e-04,\n", + " -1.0080e-02, -3.2522e-03, -1.7675e-02, -5.4859e-03, -4.5600e-03,\n", + " -6.7883e-04, 3.8891e-03, 8.5853e-04, 6.6393e-03, 6.0413e-03,\n", + " 1.9409e-03, 5.3404e-03, 7.4494e-03, 5.1368e-03, -9.1777e-03,\n", + " -1.6565e-03, 9.4879e-03, 4.0916e-04, 6.0253e-03, 1.0542e-02,\n", + " 9.6418e-03, 2.2060e-03, 4.7364e-04, 6.9511e-03, -9.4067e-03,\n", + " 6.8628e-03, -6.1031e-03, 7.8670e-03, -2.0439e-03, 1.0763e-02,\n", + " -2.8751e-03, -2.0117e-03, 9.4138e-03, 4.1174e-04, 2.3807e-04,\n", + " -1.3319e-02, 1.6867e-03, -3.2365e-03, -3.3261e-03, -1.4689e-02,\n", + " 5.5889e-03, -1.1555e-03, 8.9306e-03, 8.7013e-03, -1.1783e-02,\n", + " -1.4563e-03, 1.1973e-03, 7.5595e-03, -2.4179e-03, 1.0672e-02,\n", + " -1.7940e-02, -1.3377e-02, -1.3433e-02, -7.3513e-03, -7.3457e-03,\n", + " -1.8622e-03, 2.7519e-03, 5.0020e-03, 1.0427e-02, -5.7135e-04,\n", + " -5.9187e-04, 4.5891e-03, -8.8726e-04, -1.2746e-03, 5.0844e-03,\n", + " -2.7057e-03, 1.3189e-03, -1.6475e-04, -1.1119e-03, 5.5985e-03,\n", + " -4.9406e-03, 3.7862e-03, -6.7875e-03, 4.6970e-04, -6.7539e-03,\n", + " 8.3364e-03, 3.7716e-03, -2.4997e-03, 8.0410e-04, 3.0885e-03,\n", + " 3.3329e-03, -6.7487e-03, 8.6840e-03, 7.7496e-03, 3.0665e-03,\n", + " 1.2676e-02, -1.0153e-02, 1.6449e-03, 3.8218e-03, -2.1450e-03,\n", + " -7.1615e-03, 6.5499e-03, 1.0837e-03, -1.3378e-03, 9.2412e-03,\n", + " 1.2090e-03, 6.1326e-03, -6.6422e-03, 2.2453e-03, 6.4785e-03,\n", + " 3.9795e-03, 2.8081e-06, -3.0143e-03, 8.1540e-03, 8.8105e-04,\n", + " 3.7542e-04, 4.9643e-03, 1.0345e-02, -3.7010e-04, -6.3191e-03,\n", + " 4.4557e-03, 7.4537e-04, 6.0964e-03, 1.9213e-03, 5.6962e-03,\n", + " -5.2435e-03, -7.7729e-03, 3.4943e-03, -2.9346e-03, 5.4009e-03,\n", + " -1.0665e-02, -3.3712e-03, -2.2596e-03, 1.5614e-03, -8.6649e-03,\n", + " 2.3536e-03, 3.8799e-03, 4.9110e-03, -5.2326e-04, -6.6357e-03,\n", + " 9.6051e-03, 6.4764e-04, -3.0169e-03, -7.9067e-03, -1.8461e-03,\n", + " 6.3218e-03, 5.9521e-04, -3.5927e-03, 8.0378e-04, -1.7673e-04,\n", + " 7.1615e-03, 3.2898e-04, 2.7382e-03, 3.2918e-03, 5.0874e-04,\n", + " 4.2694e-03, -4.7455e-03, 3.9440e-03, -4.4855e-03, -1.3361e-02,\n", + " 8.2650e-03, -3.6807e-04, 4.9181e-03, 1.2447e-04, -4.6639e-03,\n", + " 1.2016e-03, 2.8459e-03, -6.0108e-03, -4.2791e-03, 2.6216e-03,\n", + " 1.8052e-03, -2.5400e-03, 5.6218e-03, 5.3526e-03, -4.4593e-03,\n", + " 3.0894e-03, -7.7596e-04, 4.1723e-03, 1.1081e-02, 1.9043e-03,\n", + " 5.2073e-03, -7.6783e-03, -1.3204e-02, 1.3742e-04, -5.5318e-04,\n", + " 2.4090e-04, 9.6265e-04, -5.4841e-03, -4.5062e-03, -1.1912e-02,\n", + " 1.6998e-03, -7.0533e-05, 2.5611e-03, 2.7252e-03, -1.3919e-02,\n", + " 3.6957e-03, 1.3268e-03, 6.3812e-03, -3.5864e-03, -7.4739e-03,\n", + " 9.0044e-04, -1.2028e-02, 7.3490e-03, 5.6968e-03, -4.6038e-04,\n", + " 3.9802e-03, 1.0587e-02, -1.2554e-02, -7.3052e-03, 1.0297e-02,\n", + " 3.9194e-03, -4.9042e-03, -6.7571e-03, -1.7079e-03, -1.6630e-03,\n", + " 4.2663e-03, 1.1604e-03, 1.2698e-02, 6.3413e-03, -3.4935e-03,\n", + " 1.2298e-03, 1.4143e-03, 3.7145e-03, 3.5801e-03, -5.7240e-03,\n", + " -7.7197e-03, -3.2464e-03, 7.2404e-03, -2.4303e-03, 2.8287e-03,\n", + " 2.3355e-03, 1.9349e-03, 5.7983e-03, 2.7011e-03, -1.7082e-04,\n", + " -1.2821e-02, 4.9014e-03, 1.0227e-02, -3.1818e-03, -8.2275e-03,\n", + " 2.8194e-03, -6.2938e-04, -1.3993e-03, -2.1046e-03, -7.5983e-03,\n", + " 7.8048e-03, -2.4781e-03, -4.2341e-04, 4.1333e-04, -1.4549e-03,\n", + " -1.7987e-03, 1.0163e-02, -4.4163e-03, 2.0467e-03, 3.3964e-03,\n", + " 3.1573e-03, -2.0560e-03, 2.1874e-03, 2.7013e-03, -5.9836e-03,\n", + " -5.9605e-03, -9.7122e-04, -6.5404e-03, -1.3789e-02, 8.5798e-03,\n", + " 2.8332e-04, -1.7479e-03, -1.9193e-03, 6.3198e-04, 3.6983e-03,\n", + " 7.8350e-03, -1.6044e-02, -1.1651e-02, 2.0855e-03, 3.6429e-03,\n", + " 6.5784e-03, -7.7834e-03, 1.0718e-02, 3.2555e-03, -1.3430e-04,\n", + " -2.3128e-03, 3.7692e-03, 1.2252e-03, 4.8051e-03, -9.3499e-03,\n", + " -9.7817e-04, 7.9742e-03, 2.5609e-03, -2.3969e-03, 1.6685e-04,\n", + " 3.8161e-03, -3.6717e-04, 5.8441e-03, -1.2149e-03, 7.5866e-03,\n", + " 2.9462e-03, -3.6200e-03, 1.5756e-02, 4.8030e-03, -1.7517e-03,\n", + " -6.4829e-03, 2.9404e-03, -2.2235e-03, 1.3611e-02, -2.4987e-03,\n", + " 6.7100e-03, 3.3878e-03, 5.3989e-03, 6.5018e-03, -7.5397e-03,\n", + " 5.1439e-03, -4.0719e-03, -8.6506e-03, 7.8634e-04, 9.1205e-04,\n", + " 1.6826e-02, -3.8839e-03, -9.1145e-03, -1.4272e-03, 3.6729e-03,\n", + " 1.3873e-02, 6.4086e-03, 6.8559e-03, -1.3401e-03, -2.9170e-03,\n", + " -8.0480e-03, -3.3532e-03, 1.0546e-03, 7.4277e-03, -6.9164e-03,\n", + " -2.4614e-03, 9.9150e-04, 6.9982e-05, 4.1520e-03, -1.8931e-03,\n", + " -2.1256e-03, -6.2985e-03, 1.1242e-03, 1.1983e-02, 5.6493e-03,\n", + " -3.5371e-03, -1.1784e-02, -1.3236e-02, -5.7319e-03, 3.8579e-03,\n", + " 1.3528e-02, 9.3719e-03, -1.1379e-02, 4.8702e-03, -4.6602e-04,\n", + " -7.4267e-03, -9.4812e-04, 2.7112e-03, -9.7829e-04, -5.0918e-03,\n", + " 4.3031e-03, -2.1116e-04, -1.4919e-02, -4.9922e-03, -9.2904e-03,\n", + " -1.0655e-03, -3.6225e-03, -1.2977e-02, 2.3088e-03, -2.3918e-03,\n", + " -2.5506e-03, -4.9470e-04, -3.2454e-03, 4.2599e-03, -2.8124e-03,\n", + " -7.3443e-03, -7.4736e-03, 1.4808e-02, 3.8825e-03, -1.3126e-02,\n", + " 3.6597e-03, 1.1642e-03, -1.5622e-02, 3.4366e-03, -3.2052e-03,\n", + " 3.7092e-03, -8.6618e-03, 1.7725e-03, -8.1583e-03, 2.9460e-03,\n", + " 5.4536e-03, -4.1814e-03, -1.3725e-03, -1.1748e-03, -3.9166e-03,\n", + " -5.5250e-03, 7.4509e-03, 1.0152e-03, 3.5481e-03, 1.4679e-04,\n", + " -7.5373e-03, 2.4505e-03, 1.4469e-02, -9.2050e-04, -3.4448e-03,\n", + " 5.5257e-03, -1.4814e-03, -1.0224e-02, -2.8918e-04, -5.2960e-03,\n", + " -3.7574e-03, -6.6488e-03, -1.1604e-02, 4.2734e-03, 1.1483e-02,\n", + " -2.2237e-03, -5.5621e-03, -1.6145e-03, -2.9224e-03, -1.5351e-03,\n", + " 1.2854e-02, -7.4421e-03, 7.5455e-03, -2.4450e-03, 9.4793e-03,\n", + " -6.1770e-03, -7.1172e-03, 1.0471e-02, 7.8631e-03, -1.3038e-03,\n", + " 3.3504e-03, 8.5362e-03, -1.0477e-03, -3.8880e-03, -2.4888e-03,\n", + " 4.9368e-03, -8.1197e-03, 9.9427e-04, -4.7025e-03, 4.1713e-03,\n", + " -7.2387e-03, 6.6660e-03, -2.8491e-04, -1.2936e-02, -6.7687e-04,\n", + " -2.5540e-03, -4.1334e-03, -2.4108e-03, -5.5863e-03, 1.6830e-03,\n", + " 8.4679e-03, 3.2575e-03, -3.3480e-03, 5.7803e-03, 6.6457e-03,\n", + " -1.2165e-03, 1.1336e-02, -9.1204e-04, -9.3450e-03, 1.4828e-03,\n", + " -1.4581e-03, 2.0117e-02, -2.2350e-03, 6.7275e-03, 5.0853e-03,\n", + " -6.8267e-03, -4.5125e-03, 8.5065e-03, 2.9726e-04, 2.6864e-03,\n", + " -1.0950e-02, -2.3379e-03, 1.8809e-03, 3.9471e-03, -5.5182e-03,\n", + " -8.8502e-03, -1.0496e-02, -4.1959e-03, 1.0171e-02, 6.4402e-03,\n", + " 7.6755e-03, -7.6814e-04, 3.3936e-03, -6.1212e-04, -2.8144e-03,\n", + " 3.6434e-03, -1.8301e-03, -3.5509e-03, -1.2277e-03, 7.5024e-03,\n", + " 2.6931e-03, -5.8733e-03, 6.2162e-03, 9.3946e-04, 1.1192e-02,\n", + " -2.1002e-03, -1.1239e-02, 6.0676e-03, -1.4406e-03, -5.8555e-04,\n", + " -9.2073e-03, -9.7838e-03, 7.4165e-04, 4.0356e-04, 5.3463e-03,\n", + " 4.1307e-04, -9.0878e-03, -6.8219e-04, 7.6987e-03, 5.8444e-03,\n", + " -2.4530e-03, 7.1749e-03, 1.0216e-02, 1.9995e-04, -2.6142e-03,\n", + " -3.2511e-03, -3.0014e-03, -1.8648e-03, 2.3605e-03, -5.5304e-03,\n", + " -4.4011e-03, 2.6851e-03, 9.9579e-04, 6.2637e-03, 9.9530e-05,\n", + " 3.2087e-03, 3.1528e-03, -1.1184e-03, -5.3084e-03, -6.1962e-03,\n", + " -3.9060e-03, -1.9280e-03, 4.5608e-03, -5.9172e-03, 6.8239e-04,\n", + " -7.0322e-03, 3.1807e-03, 8.3071e-03, 3.0717e-03, 1.7928e-03,\n", + " -8.4107e-03, 2.5259e-03, -1.8203e-03, 4.1147e-03, 4.0052e-03,\n", + " 2.2913e-03, 5.9351e-03, -1.4575e-03, -1.0328e-03, -7.5893e-04,\n", + " -3.8978e-03, 5.9926e-03, -1.9657e-03, -3.6788e-03, 3.4157e-04,\n", + " 5.4530e-03, 1.3763e-03, -1.0285e-03, -7.5862e-03, 6.7878e-03,\n", + " -5.5648e-03, 2.2531e-03, 2.8556e-03, -2.9084e-03, -6.7986e-03,\n", + " 6.1615e-04, 8.0604e-03, 1.0222e-03, 3.4316e-03, -2.2939e-03,\n", + " -2.2121e-03, -3.5766e-03, -2.5128e-03, 3.3710e-03, 1.0341e-03,\n", + " -6.1566e-05, 1.2589e-04, -7.8522e-03, -1.0214e-03, 5.0569e-03,\n", + " -8.7669e-03, -1.9756e-03, -2.2227e-03, -3.5058e-03, -1.1899e-03,\n", + " -8.6366e-03, -2.2831e-03, -1.0249e-02, -8.4824e-03, 1.5228e-02,\n", + " 1.2078e-02, 1.0698e-02, -1.5696e-02, -8.6756e-03, 1.7731e-02,\n", + " -7.0623e-03, -1.3727e-02, 1.0227e-02, 5.0372e-03, 1.5536e-02,\n", + " -5.2715e-03, -5.0985e-03, -4.4135e-05, 2.4728e-03, 8.3796e-03,\n", + " 8.3047e-03, -5.1402e-04, -1.6888e-02, 4.7402e-03, 5.0533e-03,\n", + " -3.9051e-03, -1.0703e-02, 8.8101e-03, -1.8548e-04, -1.6051e-02,\n", + " -4.2856e-04, -6.6881e-04, -9.1617e-03, 1.6202e-02, -7.0617e-03,\n", + " 3.6559e-03, -7.1025e-03, 3.8613e-03, 7.1007e-03, -5.0604e-03,\n", + " 2.0519e-04, 2.5296e-02, 1.1119e-02, 1.0369e-02, 7.6319e-03,\n", + " 3.4981e-03, -1.0297e-02, 2.0773e-03, -1.1659e-02, 1.2977e-02,\n", + " 1.3192e-02, 1.1362e-02, 1.0453e-03, -1.1043e-02, 4.3622e-03,\n", + " 1.6621e-03, -1.9261e-03, -1.7855e-02, -1.3278e-03, 3.3072e-04,\n", + " 4.7950e-03, -1.2542e-03, 4.9145e-03, 7.5284e-03, -2.4942e-03,\n", + " 9.9862e-03, 8.0355e-03, 4.3321e-03, 1.2416e-02, 7.6399e-03,\n", + " -5.3839e-03, 9.1466e-03, 6.4775e-03, 1.3486e-05, 1.3839e-02,\n", + " -4.8555e-03, 8.9237e-03, -2.0714e-03, -6.5818e-03, 9.0126e-03,\n", + " 3.9993e-03, 1.2369e-03, -5.7534e-03, 5.8314e-04, 5.8248e-03,\n", + " -6.6138e-03, 1.6026e-03, -3.4453e-03, 2.2482e-03, -3.3122e-03,\n", + " 1.3418e-03, -4.8673e-03, -6.7421e-03, 5.9645e-03, 1.9944e-03,\n", + " -1.2827e-02, 8.6705e-03, -3.8243e-03, 1.5297e-02, 9.7478e-03,\n", + " 6.2413e-03, 1.3095e-02, 2.4084e-03, -1.6346e-03, -3.4337e-04,\n", + " -1.0026e-02, -7.6160e-03, 2.2998e-03, 5.1670e-03, 5.2094e-03,\n", + " -7.5608e-03, -3.7930e-03, 7.8396e-03, 6.9957e-03, -8.3375e-03,\n", + " -4.4893e-04, 2.5849e-03, 1.5873e-02, 1.2561e-03, -1.8992e-03,\n", + " -4.4821e-03, -4.4094e-03, -1.2212e-03, -6.3208e-04, 9.6256e-03,\n", + " -9.2272e-03, 4.8028e-03, -2.5373e-04, -1.4593e-02, 9.2847e-03,\n", + " 7.9161e-03, 6.9568e-03, -7.4314e-03, -2.7165e-03, 1.6280e-03,\n", + " 1.3595e-03, 5.6553e-04, -4.0750e-03, -4.2465e-03, -1.0115e-02,\n", + " -8.1923e-04, -5.6878e-03, 3.0217e-04, 3.3321e-03, 2.0782e-02,\n", + " -8.8998e-04, 4.1258e-03, 8.7113e-03, 4.5791e-03, 1.1935e-02,\n", + " -1.4454e-02, -1.8066e-02, -4.8329e-03, 1.7725e-03, -4.7939e-03,\n", + " 3.5011e-03, 8.5801e-03, 1.5569e-03, 6.5397e-03, 7.0527e-03,\n", + " 3.2847e-03, -1.2555e-02, 1.2475e-02, -1.1344e-02, -9.0128e-03,\n", + " 1.2159e-02, -7.6919e-03, 1.1240e-02, 1.8667e-02, 1.2395e-03,\n", + " 7.6517e-03, -6.0298e-03, 1.4258e-03, -4.3236e-03, -2.0976e-03,\n", + " -5.3602e-03, -4.0874e-03, 5.4110e-03, -1.4780e-02, -1.0553e-02,\n", + " -2.2428e-03, -9.1313e-03, 6.3676e-05, 7.1968e-03, 7.4263e-04,\n", + " 9.9307e-03, -7.7033e-03, 4.0412e-03, -1.1465e-04, 1.6323e-03,\n", + " 5.1087e-04, -6.3132e-03, 1.1255e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.8928e-02, 6.4250e-03, -3.6087e-02, 2.6427e-03, -2.4520e-02,\n", + " 8.7106e-03, -5.2263e-03, -2.2136e-02, 3.4373e-02, 3.5794e-02,\n", + " -3.1631e-04, 6.7685e-03, 2.2678e-02, 2.4428e-02, 2.0456e-02,\n", + " -1.5665e-02, -1.0588e-02, -2.9597e-02, -5.0205e-02, -2.0843e-02,\n", + " 9.0527e-03, -1.8869e-02, -1.0835e-02, 2.6565e-02, -2.4591e-02,\n", + " -6.7504e-03, 1.1461e-02, 1.0154e-02, -1.3511e-02, -3.5687e-02,\n", + " -2.2666e-02, -4.1856e-02, -5.6255e-03, -1.4619e-02, -4.9571e-03,\n", + " -4.4483e-02, -1.5654e-02, -2.3084e-02, 4.6396e-02, 5.0769e-02,\n", + " 4.8610e-02, -3.5109e-02, -1.9492e-02, 3.9821e-02, -4.1494e-02,\n", + " 2.3204e-02, 9.3603e-03, 4.3165e-02, -2.0589e-02, -4.0228e-02,\n", + " 3.1040e-02, -3.6712e-02, -1.8791e-03, 1.1276e-02, 2.2171e-02,\n", + " -2.2295e-03, 4.1345e-02, 4.4782e-02, -2.3902e-02, -1.9803e-02,\n", + " 3.0908e-02, 4.6999e-02, 4.9401e-03, -1.8596e-02, 3.1769e-03,\n", + " -3.6414e-02, -1.8910e-02, -1.8486e-02, -5.0802e-03, -6.0217e-02,\n", + " -4.5932e-02, -2.8969e-02, -1.1005e-02, -1.0525e-02, -1.4149e-03,\n", + " -1.8349e-02, 2.3009e-02, -3.4443e-03, 3.1566e-02, -2.4087e-02,\n", + " -1.1097e-01, -1.6259e-02, -3.5101e-02, 2.4543e-03, 7.8738e-03,\n", + " 9.0377e-03, 7.8583e-03, -2.3818e-02, 4.1421e-02, -1.8989e-02,\n", + " 3.3224e-02, 1.1954e-02, -2.7115e-02, 6.1054e-03, -6.7557e-02,\n", + " -6.5072e-03, 2.0453e-02, -2.7065e-02, -1.3757e-02, 2.4586e-02,\n", + " 3.7516e-02, -5.5119e-02, -1.2433e-02, 1.8206e-02, 3.5419e-02,\n", + " -3.3227e-02, -1.5576e-03, -6.2497e-03, -1.2372e-03, -1.9339e-03,\n", + " 4.9021e-02, 3.1425e-03, -1.1345e-02, -3.4212e-02, -1.3097e-02,\n", + " -1.0403e-02, 4.5694e-02, -8.8458e-04, -4.3328e-03, -5.0483e-02,\n", + " -6.2608e-03, 7.8077e-03, 4.5732e-03, -1.6242e-02, 2.9126e-02,\n", + " 2.6558e-02, 1.5598e-02, -2.8107e-02, -6.7817e-03, -5.5727e-02,\n", + " -5.5943e-02, 3.4623e-02, -4.2297e-02, 7.5304e-02, -4.2679e-01,\n", + " 2.4294e-02, -3.4287e-02, -9.9917e-02, -7.4658e-02, 1.9612e-02,\n", + " 3.0210e-02, 2.5270e-02, 1.4531e-01, -1.1318e-02, 9.7475e-03,\n", + " 6.7754e-03, -2.6597e-02, 7.5265e-02, 2.6959e-02, -1.2919e-01,\n", + " -8.1433e-02, -7.9527e-02, 1.0795e-01, 3.0857e-02, 6.1545e-02,\n", + " 9.1433e-02, -1.4918e-02, -8.5770e-03, -1.5583e-02, -6.5840e-02,\n", + " 7.1247e-03, -1.0344e-01, 5.5598e-02, -1.9210e-02, 9.9015e-02,\n", + " -5.3722e-02, -5.1335e-02, 9.4339e-02, -1.1485e-01, 3.4818e-02,\n", + " 2.9176e-02, -1.1607e-01, -4.2199e-02, 7.5650e-02, -2.7296e-02,\n", + " -7.2096e-03, 6.3197e-02, -1.1070e-01, 5.4696e-02, 4.4346e-02,\n", + " 8.9871e-02, -6.7862e-02, -6.2581e-03, 8.5896e-02, 9.1326e-02,\n", + " 4.3400e-03, 1.1918e-01, 9.5094e-02, -2.4699e-02, 2.3946e-01,\n", + " -2.2072e-02, -3.0153e-02, 3.1778e-02, -1.5740e-02, -1.1354e-02,\n", + " 8.0509e-03, -8.9999e-03, 3.4853e-03, 1.5241e-03, 2.9698e-03,\n", + " 8.5340e-03, -5.7973e-03, -1.3635e-03, 5.4865e-03, 9.7192e-03,\n", + " -7.6736e-04, -1.0212e-02, -7.6212e-03, 1.3071e-03, 2.6827e-03,\n", + " 6.7219e-03, -2.2823e-02, -3.4491e-02, -2.0765e-02, -2.3974e-03,\n", + " -5.9103e-03, 2.0696e-02, -1.4267e-02, -9.0430e-03, 1.9152e-02,\n", + " -1.3758e-02, 1.2699e-02, -3.0979e-03, 1.1826e-03, 1.3063e-02,\n", + " -1.9296e-02, -1.4987e-03, 1.5602e-02, -4.0193e-03, -1.6374e-02,\n", + " 3.6784e-03, -8.1125e-04, 1.2639e-02, -3.3293e-02, 2.7097e-02,\n", + " -2.9319e-03, -2.4749e-03, -5.6019e-03, -1.8659e-02, 1.9774e-02,\n", + " -6.0444e-03, 1.0730e-03, -8.9020e-03, -2.4519e-02, -2.5099e-03,\n", + " 2.0677e-02, 8.0127e-03, -1.4672e-02, 1.3346e-02, -1.2279e-03,\n", + " -7.8777e-03, -3.3122e-03, 1.4286e-02, -1.3947e-02, -4.0466e-03,\n", + " -1.1798e-03, -2.1179e-02, 1.5195e-02, 1.5099e-02, 2.6390e-02,\n", + " 1.9045e-02, 7.4747e-02, -8.9122e-03, -3.7042e-02, -2.7115e-02,\n", + " -1.9907e-02, -1.1937e-02, 2.2061e-02, 1.7673e-02, -5.9050e-03,\n", + " -1.6134e-02, -2.8610e-02, -3.0203e-02, -2.8072e-02, 4.6289e-04,\n", + " 4.6101e-02, -4.6684e-03, -1.4187e-03, -1.9440e-02, -4.0631e-04,\n", + " -2.7333e-03, 3.6234e-03, 2.4783e-02, -1.0866e-03, 6.2653e-02,\n", + " -2.6466e-02, -4.0583e-02, -4.7600e-02, 1.9036e-02, 2.7644e-02,\n", + " -2.0271e-02, -2.3650e-03, -2.9081e-02, 3.3822e-03, 2.0345e-02,\n", + " -3.2979e-02, -3.2419e-02, -9.1740e-03, 7.2888e-03, 3.4267e-02,\n", + " -2.2923e-02, -1.5664e-03, -6.4432e-02, -2.2636e-02, 5.3572e-03,\n", + " 5.7717e-02, 1.5846e-02, -3.2223e-02, 4.9981e-02, 3.5354e-02,\n", + " -1.4878e-02, -7.6492e-03, -3.0729e-02, -1.5768e-02, 6.8971e-03,\n", + " 1.8376e-02, -1.5886e-02, 1.3967e-02, 2.2513e-02, -3.2362e-02,\n", + " 4.6240e-02, -4.6268e-02, -1.6453e-02, 8.6345e-02, -6.8723e-02,\n", + " -2.5146e-02, 1.8445e-02, -5.0425e-02, -1.0186e-02, -1.2901e-02,\n", + " 7.1878e-02, -2.9980e-01, 3.0242e-02, -1.0435e-02, 1.9748e-02,\n", + " -3.3232e-02, 2.0121e-01, -5.1763e-03, -1.6922e-02, -9.9091e-03,\n", + " -7.6954e-03, 5.2974e-02, 3.2717e-02, -8.2579e-03, 1.1296e-01,\n", + " 5.8338e-02, 1.8630e-02, -1.1507e-01, -8.3062e-03, -1.2145e-02,\n", + " 6.2234e-02, 3.5365e-02, 1.2263e-01, 8.5265e-02, -1.4460e-02,\n", + " -2.5631e-02, 5.5174e-02, 4.0320e-02, -2.9446e-02, -5.3710e-02,\n", + " -7.9709e-02, 2.7282e-02, -3.4947e-02, -2.9093e-02, 8.3831e-03,\n", + " 2.3203e-02, -4.2313e-02, 3.2532e-02, -8.5227e-02, 5.8802e-02,\n", + " 4.7500e-02, 3.7399e-02, 4.7554e-02, -1.1786e-01, 1.9795e-02,\n", + " -5.1543e-03, -1.1492e-02, 7.3882e-02, 3.9120e-03, 5.0728e-02,\n", + " -2.5778e-03, 8.7140e-02, -2.6789e-02, 3.5548e-02, 2.4353e-02,\n", + " 8.3703e-02, 1.6824e-02, 4.5147e-02, -1.4918e-02, -6.7792e-02,\n", + " -6.0514e-02, -2.3853e-02, 2.8170e-02, 8.5863e-02, -7.8028e-02,\n", + " 3.8012e-02, 5.1415e-02, -2.2834e-03, -8.8016e-03, 1.1854e-02,\n", + " 5.6361e-02, -3.5936e-02, -4.4917e-01, 1.2718e-01, -1.3418e-02,\n", + " -8.1954e-02, -1.7587e-02, -2.5649e-02, 6.2907e-02, -9.0576e-02,\n", + " 5.8267e-02, -1.6562e-03, -5.4279e-02, 7.1114e-03, 1.5910e-02,\n", + " 4.9400e-02, 6.2086e-02, -1.2349e-03, -4.9103e-02, 5.0096e-02,\n", + " -1.5162e-02, 6.2128e-02, -7.0462e-02, 4.6906e-02, -1.8102e-02,\n", + " -4.2066e-02, 7.2862e-02, -4.7973e-03, -7.8128e-02, -5.5631e-02,\n", + " -5.8616e-02, -2.1139e-02, 4.8331e-02, 1.9620e-02, 2.0710e-02,\n", + " 1.6144e-02, -1.5017e-02, -2.1188e-02, 3.2937e-02, -9.5130e-02,\n", + " 1.0705e-01, 4.7056e-03, 4.0160e-03, -9.2210e-03, -8.2552e-02,\n", + " -1.2056e-01, 2.9885e-02, 4.2291e-02, 7.5424e-03, -2.6417e-02,\n", + " 1.8278e-02, 6.5671e-03, -1.9314e-02, 1.1234e-02, 8.9791e-04,\n", + " -3.0367e-03, 1.3187e-02, 3.4200e-02, 1.0998e-02, 1.1461e-02,\n", + " 1.2755e-02, 4.1092e-02, -1.9407e-02, -1.0985e-02, 1.1463e-03,\n", + " -1.1716e-02, -2.0257e-02, -1.6552e-03, 3.5298e-03, -1.4161e-04,\n", + " 2.6267e-02, 9.5245e-03, -2.6921e-02, 1.1993e-02, 1.9397e-02,\n", + " -2.6265e-02, 2.3255e-02, 2.3587e-02, 2.6331e-02, 2.9057e-02,\n", + " 2.0335e-02, -8.5442e-03, -6.6706e-03, 1.3002e-02, -1.4796e-02,\n", + " 3.8096e-02, -1.4293e-03, -1.0802e-02, 2.2532e-02, 1.6324e-02,\n", + " 3.3287e-03, -2.5329e-03, 8.0914e-03, -1.5704e-02, -8.1367e-03,\n", + " 8.0492e-03, 6.3210e-03, 1.2887e-02, -1.5570e-02, -1.6245e-02,\n", + " 3.7748e-03, -9.4684e-03, 5.1092e-03, -1.5236e-03, -7.8516e-03,\n", + " 3.0148e-02, -4.6574e-03, -1.5652e-02, -1.8414e-02, -4.8857e-03,\n", + " 1.2938e-02, 1.3619e-03, 1.6399e-02, 3.7851e-02, 4.8976e-04,\n", + " 2.2249e-03, 3.5374e-02, -4.6371e-02, 3.1519e-02, 1.1191e-02,\n", + " 3.5942e-02, -3.4612e-03, -8.5393e-03, -1.8504e-02, 1.7272e-02,\n", + " 5.3372e-02, -1.5619e-02, -2.8099e-02, 1.0773e-03, 2.1760e-02,\n", + " 3.8248e-02, -4.7646e-03, 1.9283e-02, -6.7653e-03, -1.7880e-02,\n", + " 3.9084e-03, 3.5228e-02, 3.6506e-03, 7.3232e-03, 3.7074e-03,\n", + " 1.6152e-03, 2.7036e-02, -1.6412e-03, -4.4253e-03, -2.2397e-03,\n", + " 1.6211e-02, 4.3293e-03, 2.4323e-03, -2.3251e-02, 2.2354e-02,\n", + " 8.7723e-03, -1.9025e-02, -2.3427e-02, -1.9457e-02, 1.3040e-02,\n", + " 9.2839e-03, 1.6676e-02, -2.2715e-02, -4.9381e-02, -5.5905e-03,\n", + " -2.1866e-02, 1.8809e-03, 9.7890e-03, 1.1617e-02, -8.3639e-04,\n", + " -5.8671e-03, 3.4291e-04, -1.1437e-02, 2.5190e-02, -2.4310e-02,\n", + " -1.4565e-03, -3.8908e-03, -1.8908e-03, 2.8558e-02, 1.2183e-03,\n", + " 1.4245e-02, -8.8100e-03, -7.2727e-03, 9.8439e-03, -5.1429e-03,\n", + " 1.3028e-02, 1.3599e-02, -1.2123e-02, 1.0412e-02, -1.2215e-02,\n", + " -2.3549e-02, 3.0077e-02, 3.0083e-02, 1.9948e-02, 3.1362e-02,\n", + " 1.7224e-02, -1.7492e-02, -2.5001e-03, -2.3100e-02, -3.4183e-02,\n", + " 3.3668e-02, 1.1798e-02, -1.8933e-02, -4.0789e-02, -1.0059e-02,\n", + " -1.2587e-02, -5.6057e-02, -1.6766e-03, 8.0958e-03, 2.1528e-02,\n", + " 2.4575e-02, -1.1000e-02, -3.1954e-03, 2.3998e-02, -2.5706e-02,\n", + " -1.9263e-03, -3.0089e-02, 1.5664e-04, 1.4320e-03, -2.1507e-02,\n", + " -8.3506e-03, -3.6538e-02, 2.6479e-02, -5.2093e-03, -3.3479e-02,\n", + " 6.4125e-03, 1.4397e-02, 1.0152e-02, 8.6905e-03, -4.0108e-02,\n", + " -1.3341e-02, -1.9673e-02, 2.5824e-02, 1.6806e-03, 4.4675e-02,\n", + " -2.8879e-03, 2.0816e-02, -7.2220e-03, -2.1220e-02, 1.8921e-02,\n", + " 1.0352e-02, 3.5896e-02, 3.2982e-02, -1.2306e-02, -2.5565e-02,\n", + " 1.2702e-03, 5.2482e-03, 1.0748e-02, 1.0445e-02, -4.2175e-02,\n", + " -2.8956e-02, -9.8441e-03, 4.5921e-02, 5.3678e-03, 1.0464e-03,\n", + " 2.0961e-03, -3.3961e-02, -1.7477e-02, 1.2072e-02, 4.0617e-03,\n", + " 1.6742e-02, 4.2408e-02, -2.6830e-02, -1.9307e-02, -1.3830e-02,\n", + " -2.1352e-02, -1.7830e-02, 5.1964e-03, -9.1431e-03, 3.2547e-03,\n", + " 2.3162e-02, -6.5850e-03, -4.5545e-03, -1.3545e-02, -3.3110e-03,\n", + " 1.2560e-02, -1.8602e-02, -8.0113e-03, 7.2269e-03, -2.9990e-02,\n", + " -2.8031e-02, -1.7690e-02, -1.5990e-02, -4.3190e-03, 5.8396e-03,\n", + " 2.2739e-02, -1.1243e-02, -2.3899e-02, -9.9552e-03, -3.2969e-03,\n", + " 2.5843e-04, -5.0730e-03, -1.7659e-02, -2.7961e-02, -3.1366e-02,\n", + " -3.4438e-02, -1.9468e-02, 8.3128e-03, 1.5317e-02, -1.7636e-02,\n", + " -3.9919e-03, -3.8846e-03, 1.1868e-03, -6.3348e-03, 2.9717e-02,\n", + " -5.9271e-03, -2.4939e-02, 9.1898e-03, -6.9647e-03, 7.7740e-02,\n", + " 8.2349e-03, -1.8818e-03, -2.0718e-02, -3.8484e-02, 2.0732e-02,\n", + " -1.1053e-02, -1.8700e-02, 3.6481e-02, 1.5331e-02, -9.2603e-03,\n", + " 3.8407e-02, 1.4102e-02, -4.8100e-02, 8.3475e-03, -2.5904e-02,\n", + " -1.7927e-02, 4.1530e-04, -2.4523e-02, 7.8518e-03, 2.7492e-02,\n", + " -1.4832e-03, 4.7044e-03, -3.0004e-02, -3.1918e-02, -2.3863e-03,\n", + " 5.4427e-02, 6.8771e-03, 1.7696e-02, 2.0295e-02, 2.0656e-02,\n", + " -3.5771e-02, 4.6067e-02, -2.5592e-02, -8.0864e-03, 3.8550e-02,\n", + " 4.9336e-02, 1.3200e-02, 3.2137e-02, 5.6092e-02, 4.0812e-04,\n", + " -3.7615e-02, -4.6335e-02, -8.1233e-03, -3.0353e-02, -2.1916e-02,\n", + " -6.1130e-02, -1.6654e-02, 1.8767e-02, 5.5183e-02, -1.5565e-02,\n", + " 6.1049e-02, -6.5147e-02, -1.6593e-02, 1.8497e-02, -6.0566e-03,\n", + " 3.2047e-02, -2.2300e-02, 4.6605e-02, 2.9127e-02, -4.0899e-03,\n", + " -1.8908e-02, -1.2942e-02, 1.4077e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.4681e-02, -5.4066e-02, -6.2891e-02, 4.4840e-03, 2.4082e-02,\n", + " -7.3098e-02, -2.9787e-02, 4.5154e-03, -1.3620e-02, -3.0817e-02,\n", + " 4.0890e-02, -6.8334e-04, 2.9737e-02, -2.7498e-02, 2.0787e-02,\n", + " -1.0357e-01, -7.0940e-02, -7.5689e-02, 2.5420e-02, -2.7607e-02,\n", + " -7.9087e-02, 2.3951e-02, -6.2280e-02, -5.3199e-02, 1.2222e-02,\n", + " -3.9758e-02, 3.4428e-02, -2.7722e-02, 3.9835e-02, -5.5624e-02,\n", + " 2.7014e-03, -1.2508e-02, -8.2543e-02, 5.5015e-02, 4.0294e-04,\n", + " 2.5569e-02, 4.4042e-04, 5.6152e-02, -3.2360e-02, -4.6095e-03,\n", + " 2.6647e-02, 1.9164e-02, 2.1054e-02, -2.9984e-02, 4.1976e-02,\n", + " -1.4949e-03, -7.2505e-03, -4.2456e-02, 6.2808e-02, -1.1283e-02,\n", + " 5.2470e-02, -1.4231e-02, -9.6822e-02, 3.6358e-03, 4.6504e-02,\n", + " -1.5774e-02, -3.9079e-02, 4.1418e-02, 8.9697e-03, 7.3899e-02,\n", + " -1.9247e-02, 9.2285e-03, 2.2218e-02, -8.3857e-02, -3.0109e-02,\n", + " -9.7241e-03, 1.9096e-02, -1.4194e-02, -9.5801e-03, 4.7747e-02,\n", + " 2.3901e-02, -6.0742e-02, -1.5152e-02, 4.6145e-02, -7.9244e-02,\n", + " 1.1301e-01, 6.3320e-02, -8.3932e-02, -6.8041e-02, -5.4522e-02,\n", + " -6.2869e-02, 2.4266e-02, 9.2899e-04, -5.1252e-02, -5.6326e-02,\n", + " -5.5143e-03, 3.1643e-03, 1.1350e-02, 7.5113e-03, 3.6056e-02,\n", + " -1.0175e-03, 3.0507e-02, -1.5428e-01, -3.4266e-02, 4.4927e-02,\n", + " 6.1221e-03, 1.4266e-02, 2.0828e-03, -3.4110e-02, 1.4717e-02,\n", + " 2.1498e-02, -1.0509e-02, -8.6130e-02, 6.4144e-02, -2.4359e-03,\n", + " 7.6318e-03, 8.3538e-03, -2.1387e-02, 8.3970e-02, -1.0363e-02,\n", + " 3.9162e-03, 5.5387e-02, 6.2889e-03, 5.4142e-03, 2.0808e-02,\n", + " -2.4140e-02, -3.9297e-03, 5.0387e-02, -3.3358e-02, -6.9041e-02,\n", + " -2.7131e-02, 6.5914e-02, 1.5775e-02, -1.0327e-01, -4.7423e-02,\n", + " 2.3013e-02, -3.2198e-03, -1.6355e-02, 3.5229e-02, 8.8725e-02,\n", + " 6.2658e-03, -1.1406e-02, -7.4799e-02, -7.7722e-02, 1.6772e-02,\n", + " 1.3844e-02, -1.0805e-01, -2.7898e-02, -2.1714e-02, -1.0015e-01,\n", + " 2.0424e-02, -4.7858e-03, -2.3213e-02, 5.2894e-03, -6.1647e-02,\n", + " 5.1289e-02, -1.2153e-02, 5.2169e-02, -1.0038e-02, -4.7817e-02,\n", + " 9.6150e-02, 2.2410e-02, 1.3261e-02, 6.4548e-03, 2.2933e-02,\n", + " -3.2256e-02, -3.3254e-02, -3.7654e-02, -1.7746e-02, -8.6890e-02,\n", + " -3.2358e-02, 2.4124e-03, 2.0466e-02, 5.1601e-02, -2.6273e-03,\n", + " 1.7871e-02, -6.0208e-02, 5.2685e-03, 7.7299e-02, 1.0162e-03,\n", + " -3.0960e-02, 2.9450e-02, 3.6294e-02, -2.8493e-03, -1.3697e-02,\n", + " -3.4026e-02, -2.7654e-02, 2.6397e-02, 6.0340e-02, 4.1470e-02,\n", + " -4.1489e-03, -2.2562e-02, 2.7738e-02, -6.5800e-04, -7.8615e-03,\n", + " 5.4576e-02, -4.1042e-02, 2.7778e-02, -1.0358e-01, 7.5783e-03,\n", + " 2.7314e-02, 1.1898e-01, -6.1984e-02, 4.0939e-02, -3.7525e-02,\n", + " -1.1893e-01, -4.1150e-02, -1.0247e-01, -4.8443e-02, 5.7311e-02,\n", + " 7.1129e-02, -6.8642e-02, -1.4135e-02, 9.7113e-02, 2.3788e-02,\n", + " 5.8958e-02, 4.3074e-02, -4.6767e-02, -7.6072e-03, -3.2971e-02,\n", + " -4.9040e-02, 5.1826e-02, 9.0072e-03, -6.2082e-02, -1.6710e-02,\n", + " -5.8393e-03, 1.0344e-01, 5.7900e-02, -5.9893e-02, 6.6854e-02,\n", + " 2.9629e-02, -3.9012e-02, -3.8866e-02, -7.6514e-02, -1.1047e-02,\n", + " -9.2434e-02, -2.5678e-02, 6.9779e-02, -6.4792e-02, 2.5517e-02,\n", + " 6.7643e-02, -1.5618e-02, -5.4297e-02, 6.3464e-02, 2.3966e-03,\n", + " -2.5232e-02, -4.6245e-02, 5.8592e-02, -9.2165e-02, 3.8205e-02,\n", + " -2.9618e-02, -8.0456e-02, 1.1557e-01, 2.0671e-02, 6.8024e-02,\n", + " -1.4486e-02, -5.8533e-02, 5.5495e-02, 4.8581e-02, -2.6991e-02,\n", + " 1.0926e-02, -1.9179e-01, -5.8153e-02, -2.8856e-02, -1.1110e-01,\n", + " 7.6401e-02, 3.4105e-02, 3.1304e-02, -8.7253e-02, 3.3290e-02,\n", + " 3.9091e-02, 3.8653e-02, 3.5667e-03, 1.9834e-02, -5.1177e-03,\n", + " 1.0319e-01, -2.4676e-02, 3.2521e-02, -2.8721e-02, 2.0794e-02,\n", + " 2.5350e-03, -8.8907e-03, -2.6278e-02, -4.9622e-02, -6.3749e-03,\n", + " -5.7303e-02, -4.2266e-02, 2.5278e-03, -7.6742e-02, 4.0946e-02,\n", + " 2.6616e-02, -3.7431e-02, -1.8410e-02, 8.7063e-02, 1.9218e-02,\n", + " -3.5425e-02, -1.9042e-02, 6.4625e-02, 3.3676e-02, 3.3825e-02,\n", + " -7.7980e-02, -1.0784e-01, 2.3079e-03, 1.0262e-02, -4.0258e-02,\n", + " -2.0764e-02, -2.8118e-02, -2.6973e-02, -5.4145e-02, -2.8428e-02,\n", + " -1.6195e-02, 6.4060e-04, -6.9473e-03, 1.1217e-02, -1.9563e-01,\n", + " 7.3998e-02, -8.9053e-03, -1.4043e-02, 1.2157e+00, 3.2087e-02,\n", + " 4.0108e-02, 2.0360e-02, -3.8572e-03, 7.4940e-03, -5.0169e-02,\n", + " -6.1510e-02, -3.5024e-02, -2.4799e-02, 2.4922e-02, -3.0134e-02,\n", + " -6.1142e-03, -5.0137e-02, -6.3522e-02, 1.1062e-01, 8.8626e-03,\n", + " 2.0531e-02, -5.5657e-02, 4.3044e-02, -1.1003e-02, 4.9463e-02,\n", + " -3.7874e-02, -3.1286e-02, 1.4668e-03, -4.7391e-02, 8.3346e-02,\n", + " 1.1376e-02, -4.2750e-02, 2.3355e-02, 1.9958e-02, 4.7395e-02,\n", + " -6.2040e-02, -1.7714e-02, -1.0600e-01, 4.2801e-03, 2.0182e-02,\n", + " 4.4002e-02, 9.6383e-03, 3.8340e-02, -2.1841e-02, -4.7436e-03,\n", + " 3.7288e-02, 5.9915e-02, 5.7653e-03, 4.6285e-02, -1.6712e-02,\n", + " 1.2529e-02, -2.6969e-02, -8.3025e-02, 5.3555e-02, -2.9242e-02,\n", + " 6.8520e-02, -3.1568e-02, -2.0418e-02, -3.9028e-02, -3.9742e-02,\n", + " -2.5031e-02, -4.9433e-02, -7.5576e-02, -3.5555e-02, -9.7042e-05,\n", + " 2.8356e-02, 6.1653e-02, -6.0994e-03, 2.2635e-02, -3.4275e-02,\n", + " -3.2411e-02, 1.9559e-02, 1.1804e-02, 7.0637e-02, -6.9882e-04,\n", + " -3.5074e-02, 2.2629e-01, 8.4978e-03, 3.0544e-02, 1.4565e-02,\n", + " -2.2957e-02, 5.7673e-02, 1.7200e-02, -3.6492e-02, 4.5881e-02,\n", + " 2.8431e-02, -1.1186e-02, -5.1710e-02, 1.3281e-02, -5.1293e-02,\n", + " 2.1434e-02, 4.6834e-02, 2.2433e-02, -3.8009e-02, -1.5834e-02,\n", + " 7.3873e-02, 1.7258e-03, -1.0754e-01, -7.1107e-03, 6.5692e-02,\n", + " 1.3519e-02, -2.6093e-02, -1.1058e-02, -4.4562e-03, 1.5061e-02,\n", + " 1.8063e-02, 1.9262e-02, 2.2487e-02, 1.9683e-02, 2.6294e-02,\n", + " -2.8451e-02, -1.5648e-02, 6.6467e-02, 1.0338e-02, -4.9542e-02,\n", + " -9.9936e-03, 6.9006e-02, -3.9705e-02, 6.1353e-02, 2.1877e-02,\n", + " -5.0988e-02, -2.8155e-02, 1.5162e-02, 8.1590e-02, -1.2260e-02,\n", + " 6.1998e-02, 2.9923e-02, 7.1398e-02, -5.6479e-02, -2.0166e-02,\n", + " -2.6077e-02, -5.5910e-02, 4.4736e-02, 8.1582e-03, -5.4216e-02,\n", + " 2.6645e-02, 6.3330e-03, -8.6785e-03, 9.5597e-02, -2.9095e-02,\n", + " 3.6620e-04, 3.2107e-03, -1.7101e-02, 6.3900e-02, -3.5177e-02,\n", + " -5.4500e-02, 4.5418e-02, -2.5977e-02, 3.6403e-02, -8.0653e-03,\n", + " -2.5721e-02, 4.3829e-02, -9.6265e-03, 5.3269e-02, 7.9986e-03,\n", + " -1.9754e-02, 1.0664e-01, 3.0417e-03, 1.1992e-02, 3.6192e-02,\n", + " -7.5087e-02, -2.6586e-02, 6.8239e-02, 6.0076e-03, 2.8654e-02,\n", + " 2.4770e-02, -3.8975e-02, 1.3452e-02, -2.8505e-02, -7.9431e-03,\n", + " 5.4149e-02, -2.8257e-02, -5.7499e-03, 3.1737e-02, 5.4220e-02,\n", + " 3.8931e-02, -4.9403e-03, 2.9054e-02, 1.4637e-02, 1.0058e-02,\n", + " -2.5202e-03, -5.5117e-02, -4.8385e-02, 2.5112e-02, -4.3502e-02,\n", + " 6.9383e-02, 7.3598e-04, -2.3009e-03, 2.1506e-02, 2.0524e-02,\n", + " -2.6463e-02, -1.4139e-02, 2.3322e-02, -7.9954e-02, -1.6620e-02,\n", + " 2.6249e-03, -8.3204e-02, -3.9843e-03, 5.2497e-02, 1.7727e-02,\n", + " -3.4119e-02, 2.1007e-02, 9.3587e-03, 4.7775e-02, -2.5852e-02,\n", + " 2.1770e-02, -9.9064e-03, 8.6589e-02, 4.4021e-02, 5.7886e-02,\n", + " -1.2250e-01, 2.1355e-02, 6.0990e-03, 1.0273e-02, 9.3130e-02,\n", + " 3.5367e-03, -1.6839e-02, -7.6280e-03, 4.4022e-02, 1.0221e-02,\n", + " 5.0774e-02, 4.4902e-02, 2.6917e-02, -2.3493e-02, -6.7071e-02,\n", + " -1.3298e-03, 2.3782e-02, -2.4929e-02, -6.7760e-02, -5.5360e-03,\n", + " 7.3648e-02, -7.2348e-02, 4.6346e-02, -5.0559e-02, 4.2068e-02,\n", + " -2.8992e-02, -1.0759e-02, -1.8697e-03, 3.5629e-02, 7.4038e-03,\n", + " 5.6024e-02, -5.9133e-03, 2.5873e-03, -4.2873e-02, 3.4346e-03,\n", + " 3.5722e-02, 4.2984e-02, 4.2554e-02, 6.6562e-04, 6.5072e-02,\n", + " 3.2047e-02, -2.8033e-02, -4.0067e-02, -1.9896e-02, 2.6844e-02,\n", + " 1.5713e-02, 2.7007e-02, 1.7208e-03, 2.7382e-02, -2.8528e-02,\n", + " -9.5764e-03, -3.7873e-03, 4.8190e-02, -3.1590e-02, 2.1014e-02,\n", + " -2.0368e-02, 5.4421e-02, -7.1725e-02, -8.6915e-03, 2.6952e-02,\n", + " -7.8349e-02, -9.0707e-03, 9.5074e-02, 3.2150e-02, 1.1448e-02,\n", + " 5.6572e-02, -7.6614e-02, -2.5835e-02, 6.2667e-02, 5.7868e-02,\n", + " 3.0811e-02, -7.5745e-02, 2.4123e-02, -1.3416e-02, 2.8002e-03,\n", + " 3.0532e-02, 3.7419e-02, -6.3580e-03, 3.0664e-02, -1.6023e-02,\n", + " 1.3474e-02, -4.7145e-02, 1.6537e-02, 3.0591e-02, -1.4612e-02,\n", + " -4.8427e-02, 8.4595e-03, 1.5825e-02, -4.0959e-02, -4.3765e-03,\n", + " -3.5155e-02, 1.7474e-02, 1.6672e-02, -2.6941e-02, -6.5927e-03,\n", + " 1.3952e-02, 5.1979e-02, 3.4947e-02, 2.1694e-02, 5.3444e-02,\n", + " 4.4460e-02, 2.3744e-02, 3.1567e-03, 3.1133e-02, 5.1904e-02,\n", + " -7.2177e-02, 5.8114e-02, 1.6292e-02, -9.4155e-04, 4.1362e-02,\n", + " 1.0547e-02, -6.4471e-02, -8.1723e-02, -8.5331e-02, 3.6440e-02,\n", + " -3.4340e-02, -4.3104e-02, -3.2928e-02, -1.0634e-01, 6.1039e-03,\n", + " -1.0104e-02, -4.3732e-02, 1.1884e-02, -1.1804e-01, 3.0080e-02,\n", + " -3.3518e-02, -3.2584e-02, -1.1679e-02, 2.3576e-02, 6.7879e-02,\n", + " 4.8604e-02, 1.2419e-02, 3.3853e-02, 4.8899e-02, -6.6467e-02,\n", + " -2.8840e-02, -3.0531e-03, -5.1256e-02, 2.3428e-02, -2.9860e-02,\n", + " 4.6447e-02, -1.1162e-01, -3.4130e-02, -2.4756e-02, 3.2605e-02,\n", + " -2.0136e-02, 3.9484e-02, -1.0728e-01, 4.5709e-02, -9.8205e-03,\n", + " -6.3821e-03, -1.0939e-02, 2.4898e-02, -1.0018e-01, -4.9592e-02,\n", + " -1.0217e-01, -1.2094e-02, 6.5450e-02, -1.0138e-02, -2.9353e-02,\n", + " 6.4286e-02, -5.8459e-02, -1.1556e-01, 2.9296e-02, 3.7099e-03,\n", + " -9.7565e-03, 1.9144e-02, -4.2326e-02, 3.3376e-02, 1.3709e-02,\n", + " 1.0707e-02, -6.7155e-02, -2.7553e-02, 1.4038e-02, 2.4912e-02,\n", + " -4.0199e-02, -3.0072e-02, 6.5731e-02, 3.5857e-02, 2.3238e-02,\n", + " -4.4355e-02, 5.4498e-02, -1.8013e-02, 4.8736e-02, 1.5143e-02,\n", + " 2.6003e-02, -2.8261e-02, 6.9108e-02, -2.3402e-02, -4.0987e-02,\n", + " -5.1446e-02, -3.5296e-02, -1.3113e-02, -2.8889e-04, 1.2197e-02,\n", + " 4.2267e-02, 4.3723e-02, 7.0688e-04, 2.9120e-02, 1.3186e-02,\n", + " -5.9160e-02, -7.0748e-03, 2.0481e-03, -1.4148e-02, 3.9235e-02,\n", + " 9.1184e-03, -4.1008e-02, -4.4105e-02, 3.2389e-02, -5.8922e-02,\n", + " 1.6732e-02, 1.0010e-01, -1.0132e-02, 2.0730e-02, 2.3643e-02,\n", + " -4.7588e-03, -1.9256e-02, -5.3117e-03, -3.4298e-02, -2.2995e-02,\n", + " 6.8836e-02, 2.8596e-02, -5.7906e-02, 1.5085e-02, 3.2886e-02,\n", + " 3.7642e-02, -3.7154e-02, 5.9706e-02, 2.3366e-02, -4.5664e-02,\n", + " -6.9182e-02, -1.1802e-03, -1.1014e-02, 1.1098e-02, -7.9132e-02,\n", + " -1.1768e-03, 2.6919e-02, 6.2008e-02, -2.1814e-02, 5.6559e-02,\n", + " 5.0561e-02, -2.1259e-02, -4.2579e-02, 3.2463e-02, 5.1930e-02,\n", + " 9.0223e-03, 2.2249e-02, -1.0605e-01, 4.3226e-02, 9.7467e-02,\n", + " -3.1670e-02, 1.8082e-02, -6.1662e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8908, 0.8912, 0.8116, 0.7810, 0.9046, 0.8539, 0.8949, 0.8632, 0.8615,\n", + " 0.8553, 0.7586, 0.7825, 0.7810, 0.7848, 0.8592, 0.8605, 0.8111, 0.8043,\n", + " 0.9238, 0.8334, 0.8583, 0.7965, 0.8517, 0.8636, 0.7861, 0.8805, 0.7569,\n", + " 0.8774, 0.7820, 0.8401, 0.8882, 0.7960, 0.8682, 0.8827, 0.8477, 0.8515,\n", + " 0.8630, 0.8383, 0.8712, 0.8518, 0.8452, 0.8744, 0.8910, 0.8639, 0.8180,\n", + " 0.7845, 0.9137, 0.8614, 0.8759, 0.8616, 0.8605, 0.8446, 0.9184, 0.7615,\n", + " 0.8322, 0.7946, 0.8233, 0.7546, 0.7876, 0.7706, 0.8726, 0.7936, 0.7487,\n", + " 0.8152, 0.8308, 0.8398, 0.8232, 0.8691, 0.8340, 0.8828, 0.8837, 0.8959,\n", + " 0.8483, 0.7884, 0.8597, 0.7645, 0.8296, 0.7724, 0.7680, 0.8156, 0.8494,\n", + " 0.9142, 0.8876, 0.8160, 0.7374, 0.8071, 0.8276, 0.8066, 0.8716, 0.8896,\n", + " 0.8099, 0.8310, 0.8187, 0.7616, 0.8063, 0.7962, 0.7728, 0.7769, 0.8203,\n", + " 0.8972, 0.9047, 0.9095, 0.8652, 0.8382, 0.7504, 0.6943, 0.7765, 0.8866,\n", + " 0.8538, 0.8118, 0.8457, 0.8148, 0.7895, 0.8516, 0.8314, 0.7906, 0.8118,\n", + " 0.8653, 0.8519, 0.8154, 0.8068, 0.7781, 0.8017, 0.8584, 0.7417, 0.8088,\n", + " 0.8404, 0.7744, 0.8649, 0.8039, 0.8376, 0.8145, 0.7568, 0.8571, 0.8112,\n", + " 0.8787, 0.8299, 0.8236, 0.8412, 0.7311, 0.8927, 0.9002, 0.8956, 0.9526,\n", + " 0.8160, 0.7533, 0.8686, 0.8274, 0.8601, 0.8464, 0.7887, 0.8272, 0.7487,\n", + " 0.8802, 0.8552, 0.7876, 0.8271, 0.8050, 0.8548, 0.7456, 0.8622, 0.8773,\n", + " 0.8034, 0.9093, 0.8087, 0.8698, 0.8437, 0.7889, 0.8080, 0.8516, 0.8541,\n", + " 0.8410, 0.7939, 0.8558, 0.9246, 0.7931, 0.7500, 0.8215, 0.7794, 0.8158,\n", + " 0.8194, 0.8959, 0.8334, 0.8791, 0.8777, 0.8736, 0.8987, 0.8401, 0.8618,\n", + " 0.7983, 0.8627, 0.8933, 0.8764, 0.7962, 0.8502, 0.8755, 0.8680, 0.8051,\n", + " 0.8403, 0.7528, 0.8400, 0.8171, 0.7393, 0.7880, 0.7982, 0.8491, 0.8180,\n", + " 0.7542, 0.8392, 0.7935, 0.7821, 0.8689, 0.8121, 0.8717, 0.8074, 0.7300,\n", + " 0.7703, 0.9228, 0.7964, 0.8053, 0.8403, 0.8694, 0.8544, 0.7474, 0.8244,\n", + " 0.8529, 0.8174, 0.8006, 0.8451, 0.9096, 0.8334, 0.8603, 0.8288, 0.8595,\n", + " 0.8513, 0.8241, 0.8387, 0.7908, 0.8525, 0.7837, 0.7803, 0.8755, 0.8537,\n", + " 0.7834, 0.8043, 0.7114, 0.7878, 0.8242, 0.7866, 0.7796, 0.8351, 0.8923,\n", + " 0.8236, 0.8335, 0.8933, 0.8200, 0.7647, 0.8362, 0.7864, 0.8011, 0.9132,\n", + " 0.8127, 0.8728, 0.8181, 0.8005, 0.8268, 0.8181, 0.8178, 0.8092, 0.8571,\n", + " 0.8283, 0.8543, 0.8434, 0.7961, 0.8637, 0.8499, 0.7304, 0.8047, 0.7929,\n", + " 0.8762, 0.8035, 0.9016, 0.8823, 0.7172, 0.8587, 0.7966, 0.8824, 0.8976,\n", + " 0.8129, 0.8565, 0.8010, 0.7947, 0.8766, 0.8497, 0.8542, 0.7666, 0.7894,\n", + " 0.8424, 0.8681, 0.8573, 0.9176, 0.8383, 0.8636, 0.8612, 0.9353, 0.8505,\n", + " 0.8138, 0.9061, 0.6144, 0.8552, 0.8251, 0.7582, 0.8132, 0.8204, 0.8560,\n", + " 0.7999, 0.8871, 0.8531, 0.8443, 0.7255, 0.8467, 0.8181, 0.8060, 0.8861,\n", + " 0.8707, 0.8313, 0.7747, 0.8537, 0.8461, 0.8346, 0.7796, 0.6952, 0.7939,\n", + " 0.9130, 0.9183, 0.8161, 0.8095, 0.8728, 0.8895, 0.8295, 0.7896, 0.9133,\n", + " 0.7711, 0.8350, 0.7630, 0.7445, 0.8752, 0.8700, 0.8233, 0.9533, 0.8351,\n", + " 0.8709, 0.8997, 0.7026, 0.8592, 0.8451, 0.8210, 0.8102, 0.7948, 0.8165,\n", + " 0.8504, 0.7895, 0.7816, 0.8117, 0.8293, 0.8808, 0.8025, 0.8145, 0.8593,\n", + " 0.7861, 0.8604, 0.8284, 0.8838, 0.8390, 0.9301, 0.8983, 0.8570, 0.8159,\n", + " 0.8291, 0.9241, 0.8437, 3.4025, 0.8622, 0.8977, 0.8531, 0.8417, 0.8489,\n", + " 0.9048, 0.8595, 0.8661, 0.8051, 0.8298, 0.8414, 0.8068, 0.8558, 0.8749,\n", + " 0.8263, 0.8196, 0.8555, 0.8793, 0.8215, 0.7524, 0.7894, 0.8324, 0.7785,\n", + " 0.7926, 0.8605, 0.8168, 0.8578, 0.8750, 0.8242, 0.8330, 0.9023, 0.8560,\n", + " 0.8105, 0.7883, 0.7978, 0.8335, 0.8215, 0.7734, 0.8058, 0.7318, 0.8638,\n", + " 0.8398, 0.8118, 0.8254, 0.8009, 0.8072, 0.8383, 0.8164, 0.8269, 0.8372,\n", + " 0.8352, 0.8031, 0.8644, 0.9068, 0.8410, 0.7822, 0.8493, 0.8297, 0.8099,\n", + " 0.8726, 0.7960, 0.7305, 0.8213, 0.9007, 0.9344, 0.8041, 0.8674, 0.8086,\n", + " 0.8351, 0.9016, 0.9196, 0.8307, 0.9276, 0.8836, 0.8135, 0.8452, 0.8368,\n", + " 0.8793, 0.8405, 0.7980, 0.8582, 0.8969, 0.8847, 0.7909, 0.8089, 0.8608,\n", + " 0.7822, 0.7908, 0.9202, 0.7465, 0.8523, 0.8637, 0.7618, 0.8501, 0.7981,\n", + " 0.9070, 0.8185, 0.8287, 0.8591, 0.8356, 0.7556, 0.8299, 0.8172, 0.8345,\n", + " 0.8250, 0.8551, 0.7645, 0.8471, 0.8827, 0.8612, 0.8263, 0.9176, 0.8656,\n", + " 0.7951, 0.7627, 0.7865, 0.9047, 0.7967, 0.8391, 0.8771, 0.7732, 0.8569,\n", + " 0.7854, 0.8818, 0.8078, 0.8280, 0.8746, 0.8532, 0.7675, 0.7908, 0.8141,\n", + " 0.8202, 0.8285, 0.8988, 0.8489, 0.7125, 0.8795, 0.8200, 0.8836, 0.7692,\n", + " 0.8953, 0.8182, 0.8134, 0.8332, 0.8025, 0.8398, 0.8481, 0.7610, 0.7973,\n", + " 0.7827, 0.8684, 0.8341, 0.8832, 0.7954, 0.8414, 0.8262, 0.7873, 0.8964,\n", + " 0.7905, 0.7861, 0.8404, 0.8136, 0.8673, 0.8462, 0.8371, 0.7794, 0.8470,\n", + " 0.8483, 0.8981, 0.8013, 0.8592, 0.8954, 0.8770, 0.8335, 0.8438, 0.8172,\n", + " 0.8766, 0.8461, 0.8540, 0.8068, 0.8132, 0.9077, 0.8307, 0.8664, 0.7748,\n", + " 0.8673, 0.8287, 0.8649, 0.7932, 0.8382, 0.8437, 0.7486, 0.8215, 0.8351,\n", + " 0.8260, 0.7630, 0.9100, 0.8811, 0.8021, 0.8530, 0.8757, 0.7984, 0.8577,\n", + " 0.8063, 0.9532, 0.8885, 0.7906, 0.8843, 0.8951, 0.8479, 0.8964, 0.8463,\n", + " 0.7880, 0.8156, 0.8228, 0.8268, 0.8376, 0.8557, 0.7977, 0.8970, 0.8879,\n", + " 0.8272, 0.8630, 0.8020, 0.9120, 0.7860, 0.8591, 0.8219, 0.8207, 0.8158,\n", + " 0.8674, 0.7504, 0.7055, 0.8135, 0.7805, 0.9132, 0.8418, 0.8258, 0.8220,\n", + " 0.8092, 0.8873, 0.8419, 0.8420, 0.8269, 0.8598, 0.8256, 0.7964, 0.8981,\n", + " 0.8372, 0.7730, 0.8037, 0.8646, 0.8230, 0.7974, 0.8706, 0.8562, 0.7691,\n", + " 0.8452, 0.8311, 0.8114, 0.8247, 0.7928, 0.8806, 0.8628, 0.8399, 0.8610,\n", + " 0.7891, 0.8500, 0.9076, 0.8322, 0.8328, 0.8067, 0.7474, 0.8107, 0.8018,\n", + " 0.8562, 0.8479, 0.8404, 0.8762, 0.9094, 0.9014, 0.9081, 0.8485, 0.7985,\n", + " 0.8785, 0.8346, 0.8532, 0.8013, 0.7661, 0.8480, 0.8435, 0.8264, 0.8738,\n", + " 0.8541, 0.8386, 0.8279, 0.8713, 0.8745, 0.8828, 0.9309, 0.8279, 0.8401,\n", + " 0.8710, 0.8519, 0.7929, 0.8608, 0.8962, 0.8455, 0.8347, 0.7980, 0.8267,\n", + " 0.8964, 0.8296, 0.8335, 0.8335, 0.7587, 0.7868, 0.7578, 0.9360, 0.8573,\n", + " 0.7926, 0.8074, 0.8578, 0.7929, 0.8097, 0.7944, 0.9015, 0.8594, 0.7642,\n", + " 0.8223, 0.8303, 0.8192, 0.7780, 0.8906, 0.8487, 0.8197, 0.8667, 0.8022,\n", + " 0.6826, 0.8482, 0.8942, 0.8156, 0.8485, 0.8896, 0.8325, 0.8286, 0.8003,\n", + " 0.8506, 0.8416, 0.8493, 0.8530, 0.8996, 0.8223, 0.7813, 0.8961, 0.8402,\n", + " 0.8854, 0.7511, 0.8210, 0.8531, 0.8829, 0.8752, 0.7644, 0.8361, 0.8323,\n", + " 0.8168, 0.8641, 0.8670, 0.9012, 0.8673, 0.7959, 0.8590, 0.8414, 0.8077,\n", + " 0.8279, 0.8624, 0.8288, 0.7537, 0.8382, 0.8065, 0.8248, 0.8501, 0.8324,\n", + " 0.7729, 0.8069, 0.8780], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.0043e-02, 4.5727e-02, 8.6881e-02, -1.4417e-01, -5.5005e-02,\n", + " -1.0474e-02, 2.5043e-01, 9.0392e-02, -8.2090e-02, -1.7247e-01,\n", + " 4.2001e-02, 1.0978e-01, -1.4906e-01, 2.4737e-02, -8.9109e-02,\n", + " 2.9581e-01, 1.9528e-01, 9.7223e-02, -6.8090e-02, 4.3327e-04,\n", + " 1.7526e-01, -6.0136e-03, -4.7597e-02, 9.9404e-02, 4.7321e-02,\n", + " 8.6658e-02, -6.5222e-03, -2.8466e-02, -1.7913e-01, 7.4106e-02,\n", + " 7.8910e-04, 5.6712e-02, 2.0257e-01, -9.9306e-02, -8.5908e-02,\n", + " 1.0107e-01, -2.1124e-01, -1.4615e-01, -5.0545e-02, -1.0593e-01,\n", + " -1.7662e-01, -1.1018e-01, -4.3122e-02, 9.1960e-02, 6.0818e-02,\n", + " -4.0597e-02, 5.4103e-02, 9.0968e-02, -9.6644e-02, -4.9721e-02,\n", + " -1.3164e-01, 6.5675e-02, 2.3594e-01, 2.8029e-02, 8.5331e-02,\n", + " 8.3291e-02, 5.0295e-02, -2.5654e-01, -5.1320e-02, -2.0234e-01,\n", + " 4.7726e-02, 1.8026e-01, -1.8444e-03, -9.4534e-02, -4.9336e-02,\n", + " 1.2817e-01, -1.1062e-01, 1.0549e-02, -1.2287e-01, -1.2144e-01,\n", + " -8.1803e-02, 1.2332e-01, -9.2295e-02, -6.5228e-02, 3.2322e-02,\n", + " 7.1861e-04, -8.9351e-02, 1.8048e-02, 1.2386e-01, 5.9615e-02,\n", + " -6.2845e-04, -3.5705e-02, 1.2916e-01, 1.1454e-01, 6.1890e-02,\n", + " -1.3117e-01, -2.9013e-02, -9.9673e-02, -1.8641e-01, 8.3851e-02,\n", + " -1.2004e-01, -2.0634e-01, 2.1076e-01, -2.1131e-02, 1.6728e-02,\n", + " -2.2085e-02, 6.7730e-02, -5.8642e-02, 8.0292e-02, -1.6058e-01,\n", + " -4.2313e-02, -1.0736e-01, 1.5815e-01, -8.4193e-02, -2.3722e-03,\n", + " -2.3385e-02, -6.1833e-02, -1.6079e-01, -1.0358e-01, 3.9939e-02,\n", + " -7.7048e-02, 1.8026e-02, -7.5784e-02, -9.0620e-02, -9.3887e-02,\n", + " 2.6258e-02, -5.9140e-02, -1.2390e-01, -2.1069e-02, 1.8856e-02,\n", + " -2.0466e-02, 2.4606e-02, 4.5392e-02, 2.1690e-01, 1.1361e-01,\n", + " -2.7944e-01, 5.0200e-02, 5.4876e-02, -1.8211e-01, -2.6893e-02,\n", + " -8.2728e-02, 8.3858e-03, -1.3455e-01, -1.3325e-02, -1.9354e-01,\n", + " -4.4718e-02, 1.3886e-01, -1.9235e-02, -2.3992e-03, -2.3986e-02,\n", + " -7.4799e-02, -3.4916e-02, -6.4329e-02, 1.1733e-01, 1.3396e-01,\n", + " -1.8087e-01, -2.8187e-02, -1.0119e-01, -1.9703e-01, 1.7343e-01,\n", + " -1.9150e-01, 1.3186e-01, -1.6688e-01, -2.2447e-03, -1.5719e-01,\n", + " 4.8532e-02, -6.9248e-03, -5.6537e-03, -5.4428e-02, -2.2368e-02,\n", + " -5.9284e-02, -1.0984e-01, -5.9494e-02, -1.0380e-01, 9.7611e-02,\n", + " 1.5778e-02, 1.5968e-01, 8.5311e-02, -2.0677e-01, 1.7927e-02,\n", + " -7.6926e-02, -1.3392e-01, -6.8154e-02, -8.3804e-02, -4.3180e-02,\n", + " 1.2472e-01, 1.0270e-01, -7.3696e-02, 2.5068e-02, -2.8000e-02,\n", + " -8.2574e-02, -4.1151e-03, -6.2540e-02, -1.2839e-01, 1.0978e-02,\n", + " -1.1873e-01, 1.8827e-02, -1.3362e-01, 1.6466e-01, -2.8234e-02,\n", + " -1.2024e-01, -1.3766e-01, 1.3024e-01, -1.9420e-01, 1.1318e-01,\n", + " -4.5297e-02, -5.0479e-02, 1.6549e-01, -3.7485e-02, -9.7978e-02,\n", + " -1.6516e-01, -2.8699e-02, 1.7943e-02, -2.0056e-01, -9.9338e-02,\n", + " -1.9311e-03, -5.4235e-02, -1.1880e-02, 2.3034e-02, 1.1718e-01,\n", + " -1.4116e-01, -9.8754e-02, 2.1158e-02, 2.5026e-01, -1.0230e-01,\n", + " -3.5182e-02, -2.7351e-01, -7.4305e-02, 2.4034e-01, -1.7391e-01,\n", + " 4.2071e-02, 1.1843e-01, -6.8441e-02, 6.3684e-02, -1.4631e-01,\n", + " 3.6316e-01, 6.8980e-02, -1.7664e-01, 5.1110e-02, -1.6003e-02,\n", + " -2.5529e-01, 3.1410e-02, 1.7439e-01, -1.2248e-01, -9.4493e-02,\n", + " 2.1938e-02, 1.7721e-02, -1.4337e-01, 1.2564e-01, -1.6899e-01,\n", + " 6.0880e-03, 1.8392e-01, -2.8349e-01, 1.4458e-02, -7.3361e-02,\n", + " 7.2291e-03, -3.2562e-02, -6.2404e-02, -9.7708e-02, -2.6319e-02,\n", + " -1.7973e-01, 2.5711e-01, 9.0294e-02, -9.4203e-02, 1.4639e-01,\n", + " -2.6298e-02, -1.9028e-01, -2.0116e-01, 1.3522e-01, 5.8927e-02,\n", + " 1.1420e-02, -1.5650e-02, -5.3074e-02, -2.7232e-02, -9.8585e-02,\n", + " -3.1707e-01, -1.4956e-02, -6.1652e-02, 5.5418e-02, -2.8167e-03,\n", + " -7.4810e-02, 9.4731e-02, -1.6868e-01, 9.3867e-02, -6.9943e-03,\n", + " -3.1934e-03, 6.3079e-04, 1.2580e-02, -4.1347e-02, -1.5103e-01,\n", + " -1.0031e-01, 1.2231e-01, -1.8633e-01, -6.6870e-02, -7.8260e-02,\n", + " -2.5207e-02, 1.4011e-02, -1.2848e-01, -9.8367e-02, -8.6895e-02,\n", + " -9.4088e-03, 5.7982e-03, -1.3161e-01, -1.3052e-02, 1.0334e-01,\n", + " -8.9752e-03, 2.7451e-02, 1.2971e-01, 1.9561e-01, -1.2013e-01,\n", + " -1.1927e-01, 9.9004e-02, -8.2399e-02, 1.3359e-01, 2.7740e-01,\n", + " -1.0971e-01, -9.1488e-02, -1.4878e-01, -2.7871e-01, -1.6647e-01,\n", + " -1.3939e-01, -2.0124e-01, 1.2942e-01, 4.5379e-02, -3.1917e-02,\n", + " 4.2488e-02, -5.8852e-02, -6.8999e-02, -1.0001e-01, -4.0453e-02,\n", + " -3.6279e-02, 7.7971e-02, 9.2112e-02, -3.0593e-01, -1.0182e-01,\n", + " -1.3465e-01, 8.3798e-02, -3.6713e-02, -1.1855e-01, -9.5890e-02,\n", + " 1.0298e-01, 6.3240e-03, 8.0082e-02, 3.9121e-03, -1.8091e-01,\n", + " 4.6502e-02, -1.1558e-01, -8.1314e-02, -8.5864e-02, -2.0801e-01,\n", + " 7.6071e-02, -1.1224e-02, 9.5689e-02, 1.0339e-02, 4.1806e-02,\n", + " -1.7120e-01, -1.6901e-02, -2.8978e-01, -9.2227e-03, -1.8044e-01,\n", + " -1.5280e-01, -1.8074e-01, 6.0165e-02, -9.9807e-02, -5.1576e-02,\n", + " -4.9287e-02, -7.5768e-02, 1.8297e-01, -6.2253e-02, 4.7436e-02,\n", + " -8.9444e-02, -2.2755e-02, 5.2678e-02, 9.6818e-02, 1.1571e-01,\n", + " 7.6331e-02, -6.5298e-02, 4.1881e-02, -1.5688e-01, -5.6627e-02,\n", + " -1.0717e-01, -1.5422e-01, -3.5659e-02, -8.0523e-02, -1.8417e-01,\n", + " -5.6303e-02, 1.7676e-02, -1.5988e-01, -1.7127e-01, -1.2788e-01,\n", + " -1.7134e-02, -1.7460e+00, -1.3341e-01, -1.7917e-01, 1.1111e-01,\n", + " -7.4008e-02, -1.0803e-01, 7.1065e-02, 2.5900e-02, -1.9544e-01,\n", + " -9.4846e-02, 6.1110e-02, 1.7410e-03, -1.7919e-01, -5.5191e-02,\n", + " -5.9096e-02, -7.0384e-02, -4.9825e-02, 1.5515e-01, -1.3629e-01,\n", + " -1.2711e-01, -1.9731e-02, 1.2140e-01, -4.4647e-02, -3.2350e-01,\n", + " -1.2600e-01, -3.3796e-02, -1.9992e-01, 1.6340e-01, -9.0332e-02,\n", + " -6.7900e-02, -4.6519e-02, -1.2251e-01, -7.5851e-02, -8.3525e-02,\n", + " 1.1551e-01, -2.8183e-02, -2.3382e-01, -5.1152e-02, -4.0449e-02,\n", + " -1.6998e-02, -1.3577e-01, 6.7647e-02, -1.7192e-01, -6.8739e-02,\n", + " 9.3880e-02, -5.3132e-02, -2.8285e-01, -1.5483e-01, 6.7752e-02,\n", + " -2.2627e-01, -2.4394e-01, -1.9411e-01, 1.3652e-01, -1.0448e-02,\n", + " 6.7057e-02, 1.2362e-01, -1.4181e-01, 5.9248e-02, -2.6126e-02,\n", + " 2.5776e-02, -7.1952e-02, -2.0760e-02, -1.6529e-01, -7.0032e-02,\n", + " -6.9645e-03, -1.5499e-01, 6.8741e-02, 1.3762e-02, -3.5218e-02,\n", + " 4.9549e-02, -7.5311e-02, 1.3664e-02, -8.7883e-02, 1.8292e-01,\n", + " 9.6423e-02, -1.2774e-01, 1.4762e-02, -3.0042e-01, -1.3641e-01,\n", + " -8.3239e-02, -1.5048e-01, 5.6542e-02, 1.6011e-01, 1.5608e-01,\n", + " -4.6714e-02, 1.1039e-01, -3.3949e-01, 9.2549e-02, 5.1425e-04,\n", + " -3.2317e-02, -3.0743e-02, 7.0931e-03, 1.6091e-01, 5.1715e-04,\n", + " -1.4044e-01, -1.7579e-02, -7.7398e-02, -5.3600e-02, -2.5986e-01,\n", + " 1.5481e-02, 6.2275e-02, -2.0836e-01, -4.1511e-02, -1.7083e-01,\n", + " -7.5686e-02, 1.4853e-02, 1.4612e-01, 4.8640e-03, -7.4044e-03,\n", + " -1.2766e-01, -9.5883e-02, -4.2891e-02, -4.4178e-02, 7.9012e-03,\n", + " -6.1651e-03, -5.3386e-02, 5.6057e-03, 6.7158e-03, 7.4913e-02,\n", + " 9.0871e-02, 1.8149e-01, -1.7557e-01, -2.5779e-01, -7.8879e-02,\n", + " 4.9418e-02, -4.4383e-02, 6.0883e-02, -1.6172e-01, -1.2085e-01,\n", + " -1.5022e-01, -6.5437e-02, -8.1825e-02, -1.3083e-01, 1.2543e-02,\n", + " 2.5780e-01, 1.9836e-02, 1.6917e-02, -6.5315e-02, -4.9451e-02,\n", + " -7.9245e-02, -5.8966e-03, 1.2537e-01, -1.8426e-01, -3.1040e-02,\n", + " -1.6180e-01, -1.8361e-01, -1.0397e-01, -1.1564e-02, 6.4058e-02,\n", + " 9.8893e-02, -1.1950e-01, -1.1321e-01, -7.6212e-03, 5.7129e-02,\n", + " -2.4944e-01, 8.9628e-02, -1.0366e-01, 6.5120e-02, -2.0047e-01,\n", + " 1.0281e-02, 1.6675e-02, 3.5397e-02, -3.1448e-04, -8.9842e-02,\n", + " -8.5394e-02, -4.1007e-02, -4.3577e-02, 1.4979e-01, 1.1193e-01,\n", + " -2.9281e-02, -4.0975e-02, -1.3547e-02, 1.1486e-02, 2.8582e-02,\n", + " -1.6404e-01, -2.0149e-02, 1.2374e-01, -5.7698e-03, -7.0315e-02,\n", + " -5.0054e-02, -2.9453e-03, 1.1590e-01, -1.4309e-01, -1.1349e-01,\n", + " 6.3019e-02, 1.9525e-02, 2.9545e-02, 5.0243e-02, -2.3065e-02,\n", + " -6.4063e-02, 3.0920e-03, 1.7227e-01, -2.4722e-02, -7.5007e-02,\n", + " 6.2572e-02, 8.5089e-02, -2.5624e-01, 7.9046e-02, -3.0510e-01,\n", + " -1.3232e-01, 8.3871e-02, 1.9946e-02, -3.8351e-02, -1.4455e-01,\n", + " -1.3392e-01, 2.0380e-01, -7.6327e-02, -1.4311e-01, -8.4853e-02,\n", + " -5.9510e-02, -1.0840e-01, 3.0047e-02, 1.2915e-02, 3.1888e-02,\n", + " 2.9743e-02, -8.6132e-02, 4.9797e-02, -6.4389e-02, 1.3277e-01,\n", + " -5.3022e-02, 9.5512e-04, -1.5403e-01, -7.9885e-03, 9.7154e-02,\n", + " 1.1641e-01, -1.3559e-02, 1.0035e-01, -1.1032e-01, 3.5650e-02,\n", + " -2.3193e-02, -1.5914e-01, -2.4085e-02, 1.0567e-01, -9.2590e-02,\n", + " -9.5098e-02, -6.9623e-02, -2.8955e-02, -1.0071e-01, -1.6246e-01,\n", + " 1.0943e-01, -5.3557e-02, -4.6878e-02, 7.7014e-02, 2.3381e-02,\n", + " 2.0776e-02, 2.0008e-01, -3.7203e-02, 4.1036e-02, -5.5812e-02,\n", + " 4.0951e-02, 1.0148e-01, 1.2284e-01, 2.5115e-01, -1.2672e-02,\n", + " 3.0992e-02, 1.3421e-01, -4.7092e-02, 1.4394e-01, -1.0366e-01,\n", + " -8.5281e-02, 1.0297e-01, -6.8762e-02, -2.4550e-01, -9.6800e-02,\n", + " -2.1981e-01, -3.0771e-02, 4.6445e-02, 7.3241e-02, 3.0206e-01,\n", + " 3.4701e-02, 1.6843e-02, 1.3209e-01, 1.4769e-01, -4.9531e-02,\n", + " -6.9604e-02, 1.3091e-01, 1.3750e-01, 9.0891e-02, -1.6751e-01,\n", + " 3.2562e-02, -2.1636e-01, 1.3645e-01, -1.4492e-01, 3.0106e-02,\n", + " -8.8176e-02, -7.3143e-02, 1.6979e-01, 1.7351e-01, 8.7303e-02,\n", + " 2.2707e-01, -8.7175e-02, -1.7258e-01, -1.8927e-02, 1.4742e-01,\n", + " -2.4594e-03, 1.2034e-01, 2.8535e-02, -1.2334e-01, -8.3777e-02,\n", + " -4.2388e-02, -1.6021e-01, 9.3676e-02, -9.8286e-02, -5.2567e-02,\n", + " 1.0417e-01, 5.7425e-02, 1.2465e-01, -1.3079e-01, -3.1143e-02,\n", + " 2.7148e-02, 1.6231e-02, -1.2204e-01, -1.0895e-01, -1.0246e-02,\n", + " 4.4583e-02, -1.9248e-01, -8.7517e-02, -1.3809e-01, -9.5399e-02,\n", + " 1.4375e-01, 3.0366e-03, -6.9659e-02, 1.8529e-02, 1.5480e-01,\n", + " 1.0105e-01, 2.6293e-01, -2.0592e-02, -3.5529e-02, 4.4947e-02,\n", + " -5.5688e-02, 8.0089e-03, 6.0394e-02, 7.8154e-02, -5.8051e-02,\n", + " 5.8847e-02, -1.1170e-01, -6.5167e-03, 9.4915e-02, -5.5376e-02,\n", + " -1.7667e-01, 6.4343e-03, -8.6166e-02, -8.9625e-02, 1.2279e-01,\n", + " -1.1036e-01, -7.4790e-02, -1.3269e-01, 4.7373e-02, -1.3886e-01,\n", + " -2.3142e-02, 7.9503e-02, -1.1848e-02, -1.0863e-01, 2.1293e-01,\n", + " -9.9184e-02, -1.2978e-02, 3.1980e-01, -1.2452e-01, -2.7241e-02,\n", + " -4.6770e-02, 3.8339e-02, -1.4157e-01, -8.0027e-02, -3.7430e-02,\n", + " 9.3445e-02, 2.0585e-02, -1.4760e-01, 1.1813e-02, 1.3194e-01,\n", + " -7.9695e-02, -8.6726e-02, -5.4680e-02, 1.4956e-01, -2.0107e-01,\n", + " 5.8653e-02, -8.7965e-02, 7.8894e-02, -8.2017e-02, -1.2939e-01,\n", + " -4.2024e-02, -7.4845e-02, 8.6725e-02, -1.2495e-01, -2.3734e-01,\n", + " 2.1638e-03, -8.5525e-02, -5.3259e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0813, -0.1691, -0.1068, ..., -0.1253, -0.1729, -0.1696],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-9.1555e-02, -4.4654e-02, 5.6491e-02, -9.6286e-02, 1.1875e-01,\n", + " 6.6897e-02, 4.8816e-02, 1.2960e-01, -7.1578e-02, -8.7752e-03,\n", + " -2.1243e-02, 4.3078e-02, -1.0626e-01, 1.0124e-01, -2.8071e-02,\n", + " 1.0340e-01, 2.4345e-01, 7.8615e-02, -8.3008e-03, 3.6738e-02,\n", + " -1.1169e-02, 4.6649e-02, 3.0814e-02, 2.1457e-02, -6.1908e-02,\n", + " 5.1173e-02, 4.2563e-02, 7.4575e-02, -8.5062e-02, 4.3984e-02,\n", + " 7.9614e-02, 7.1508e-03, 1.2408e-01, -9.7839e-02, -4.2278e-02,\n", + " 5.1789e-02, -1.0574e-01, -6.1029e-02, -8.9943e-02, -1.0701e-01,\n", + " -2.3958e-02, -1.0077e-01, 3.4481e-02, 1.0143e-02, 4.0633e-02,\n", + " 3.9812e-02, 3.3266e-02, 1.4665e-01, -4.6542e-02, 1.3007e-02,\n", + " -8.9174e-02, 4.1687e-02, 1.5263e-01, -3.7148e-03, 9.6751e-02,\n", + " 5.2584e-02, 8.6290e-02, -6.2600e-02, -4.1002e-02, -9.6493e-02,\n", + " -2.0483e-02, 6.7362e-02, -1.6493e-02, -9.1123e-02, 4.7165e-02,\n", + " 8.2540e-02, -8.0268e-02, 8.7723e-02, -1.2255e-01, -3.1663e-02,\n", + " -5.4993e-02, 7.2299e-02, -6.8906e-03, 3.1563e-02, 3.8778e-02,\n", + " -3.9711e-02, -5.9711e-02, 1.2560e-01, 4.4593e-02, 6.2863e-02,\n", + " 5.2514e-02, 1.1505e-02, -2.2539e-03, 9.4653e-02, -2.7180e-02,\n", + " -1.2112e-01, -3.7160e-02, -5.9889e-02, -7.0279e-02, 6.8154e-02,\n", + " -7.0395e-02, -1.0965e-01, 1.2779e-01, -1.2857e-01, 3.0743e-02,\n", + " 4.8478e-02, 2.0595e-01, -2.3261e-02, 1.0158e-01, -8.1809e-02,\n", + " -4.7813e-03, -4.6773e-02, 5.1295e-02, -3.7282e-02, -2.8254e-02,\n", + " 1.4519e-01, 3.1605e-02, -6.3591e-02, -7.7935e-02, -4.8828e-02,\n", + " -1.8449e-02, 5.7466e-02, 1.0019e-01, -1.1420e-01, -3.0192e-02,\n", + " 6.0317e-02, -8.0003e-02, -3.2628e-02, -5.6084e-02, -8.8470e-03,\n", + " -3.0365e-02, 7.0132e-02, 4.7756e-03, 4.3277e-01, 7.5580e-02,\n", + " -1.7407e-01, 6.9992e-03, 2.5195e-03, -3.2736e-02, 3.2257e-02,\n", + " -7.1650e-02, 3.0422e-03, -5.0784e-02, -4.9409e-03, -4.2620e-03,\n", + " -1.4601e-02, 1.3933e-01, -2.7689e-03, -2.7433e-02, 3.6132e-02,\n", + " -5.9497e-02, 2.1788e-02, -2.7984e-03, 9.3079e-02, 1.2619e-01,\n", + " -4.8189e-02, 1.0338e-02, -1.3532e-01, -1.2118e-01, 9.5276e-02,\n", + " -1.4839e-01, -2.7315e-02, -8.8108e-02, 3.7632e-02, -1.1297e-01,\n", + " 6.4946e-02, 6.5480e-02, 2.8203e-02, -6.4563e-02, 2.9565e-02,\n", + " -2.8938e-03, -2.7725e-02, 1.8429e-02, -1.5080e-02, 7.7302e-02,\n", + " 9.2142e-02, 1.3001e-01, 8.2931e-02, -5.7834e-02, 3.6551e-02,\n", + " 1.3632e-02, 2.6189e-02, -1.2115e-01, -1.2106e-01, -1.7079e-02,\n", + " -3.8322e-02, 8.3917e-02, 9.1239e-03, 3.0347e-02, -3.7421e-02,\n", + " -1.7180e-01, 3.7316e-02, -1.9021e-02, 2.0761e-03, 1.0720e-02,\n", + " -4.4113e-02, 6.8322e-02, -7.0362e-02, 8.3522e-02, 7.2227e-02,\n", + " -5.5812e-02, -1.2637e-02, 1.3840e-01, -1.0074e-01, 5.4622e-03,\n", + " -4.5558e-02, -7.4318e-02, 6.1256e-03, -6.3666e-02, -1.2848e-02,\n", + " -4.3610e-02, -4.7699e-03, 5.0522e-02, -1.2359e-01, 1.1833e-02,\n", + " 1.1656e-01, -4.5377e-02, -3.3351e-02, -5.7017e-02, -9.0479e-04,\n", + " -1.0306e-01, -2.7260e-03, 5.4226e-02, 1.9462e-01, -4.1110e-02,\n", + " 6.1040e-02, -1.7743e-01, -2.4451e-02, 7.6675e-02, -8.5080e-02,\n", + " 9.5880e-02, 5.4492e-02, -5.2131e-02, -3.1138e-02, 4.3596e-02,\n", + " 2.6647e-01, 8.0188e-02, -5.9918e-02, 6.1889e-04, -3.5530e-02,\n", + " -1.6193e-01, -1.6480e-03, 1.1908e-01, -7.5580e-02, -3.8610e-02,\n", + " 6.5897e-03, 7.3580e-02, 5.6847e-02, 4.8766e-02, -5.3880e-02,\n", + " 1.3021e-01, 4.2222e-02, -3.1803e-02, -2.0715e-03, 1.0613e-02,\n", + " -2.1373e-02, 6.1544e-02, -4.1929e-02, -8.9789e-02, 4.2011e-02,\n", + " -6.7479e-02, 7.6875e-02, 4.5813e-03, -4.4654e-02, 5.5526e-02,\n", + " -5.6868e-02, 5.9146e-02, -6.5452e-02, 1.0210e-02, 7.0691e-02,\n", + " 2.3685e-02, -3.4035e-02, -6.1317e-02, -5.1398e-03, 1.6972e-02,\n", + " -1.7194e-01, 1.1918e-03, -8.8972e-02, 5.1491e-02, 3.3194e-04,\n", + " -2.8210e-02, 8.8037e-02, -9.4858e-03, 1.2592e-01, 3.4913e-03,\n", + " -7.8537e-02, 1.0526e-01, 4.5024e-02, -9.9960e-03, -3.8078e-02,\n", + " -3.2635e-04, 8.5017e-02, -2.3547e-02, 2.8517e-02, -1.0174e-01,\n", + " -7.8573e-04, 2.6300e-02, 5.1944e-03, -4.6560e-02, -4.0735e-02,\n", + " -3.7499e-02, -1.9160e-02, -8.8914e-02, -5.8932e-02, 8.4886e-02,\n", + " 5.4656e-02, 1.5795e-02, 2.2030e-02, 3.2333e-02, -9.0523e-02,\n", + " -5.2046e-02, 7.0533e-02, 2.2760e-02, 1.0900e-01, 3.4628e-02,\n", + " -2.6557e-02, -5.9474e-02, -3.9204e-02, -8.0948e-01, -7.2304e-02,\n", + " -4.5809e-02, -1.0018e-01, 9.4118e-02, 7.7483e-02, -1.7504e-02,\n", + " 1.0185e-01, -1.7053e-02, -1.2195e-01, -1.7779e-02, -5.8146e-03,\n", + " 6.3126e-02, 1.2210e-01, 1.1152e-01, -1.7735e-01, -2.9973e-02,\n", + " -8.8277e-02, 5.0881e-02, 7.7947e-02, 1.6046e-02, 3.1690e-02,\n", + " 5.0952e-02, 6.9659e-02, -4.6370e-02, 4.6315e-02, -7.9155e-02,\n", + " 5.5212e-03, -7.0713e-02, 3.3550e-02, -5.7695e-02, -7.5452e-02,\n", + " 1.4210e-01, 3.8523e-02, 8.4111e-02, 5.9510e-02, -2.3753e-02,\n", + " -3.1123e-02, 9.8634e-02, -9.0619e-02, 7.4661e-02, -3.1158e-02,\n", + " -5.9607e-03, -9.2624e-02, 1.4327e-01, -1.6428e-01, 5.9165e-02,\n", + " 3.5132e-02, -5.8488e-02, 4.2980e-02, 4.2041e-02, 5.7695e-02,\n", + " 5.9694e-02, -1.2585e-01, 1.0116e-01, 1.0457e-01, 1.6101e-01,\n", + " 1.0425e-01, -6.5785e-02, 1.6451e-02, -6.2165e-02, -3.0994e-02,\n", + " -1.0957e-01, -2.9063e-02, 1.0838e-03, -7.1089e-02, -2.1410e-02,\n", + " -1.7967e-02, 2.8260e-02, -4.1097e-02, -1.3215e-01, -5.1793e-03,\n", + " 1.9337e-02, -7.3226e-01, -7.0402e-02, -1.2592e-01, 1.3085e-01,\n", + " 2.0948e-03, -6.2291e-02, 5.2951e-02, 1.0671e-02, -4.7363e-02,\n", + " -2.9571e-02, -2.0520e-03, 5.9692e-02, -1.1292e-01, -3.4722e-02,\n", + " -2.4619e-02, -1.1288e-01, -4.4506e-02, 1.5694e-01, 1.6479e-02,\n", + " -4.9139e-02, -4.6141e-02, 1.2154e-01, -4.5294e-02, -6.8460e-02,\n", + " 8.2905e-02, -5.1454e-02, -1.3213e-01, 5.5452e-02, 2.7606e-02,\n", + " -1.7301e-02, 1.4594e-01, -3.9856e-02, -3.3299e-02, -4.7933e-02,\n", + " -6.6703e-03, -7.6020e-02, -8.8420e-02, -5.4488e-02, 1.7546e-02,\n", + " -1.1262e-02, -1.1244e-01, 4.5473e-02, -7.6613e-02, -1.1551e-02,\n", + " 5.6473e-02, -7.5254e-03, -9.7075e-02, -6.2775e-02, 8.1501e-02,\n", + " -1.0970e-01, -1.2536e-01, -3.7206e-02, 7.6179e-02, 3.1974e-02,\n", + " 1.7963e-02, 4.1551e-02, -5.0572e-02, 3.2873e-02, 3.1030e-02,\n", + " 4.8469e-02, 5.5628e-03, -5.1760e-02, -1.1697e-01, -2.8380e-02,\n", + " -1.0519e-01, -6.9322e-02, 9.5309e-02, -1.1252e-02, 3.1118e-02,\n", + " 5.8415e-02, -6.4343e-02, 5.9302e-02, -1.2628e-01, 7.4608e-02,\n", + " 4.5645e-02, 4.9558e-02, -1.1602e-02, -3.0191e-01, 1.7126e-03,\n", + " -1.2306e-02, -1.4154e-01, -1.1961e-02, 1.1135e-02, 8.9661e-02,\n", + " 4.3307e-02, 1.8112e-01, -1.6345e-01, -2.4491e-02, 1.3022e-02,\n", + " 4.1310e-03, -3.9362e-02, 1.2061e-02, 6.5923e-02, 2.2768e-02,\n", + " -3.3115e-02, -5.4854e-02, -7.4674e-02, -1.3092e-01, -1.2131e-01,\n", + " -5.5934e-03, -8.6006e-02, -1.4455e-01, 4.5123e-02, -1.2537e-01,\n", + " -8.7328e-03, 2.9963e-02, 5.3944e-02, -1.9016e-02, 5.7332e-02,\n", + " -1.0872e-01, -2.6657e-02, -2.6316e-02, 8.7106e-02, 1.0272e-02,\n", + " -3.1050e-02, -2.5202e-03, -2.3700e-02, -1.5075e-02, 4.2988e-02,\n", + " -4.5972e-04, 2.8189e-02, 3.8057e-02, -7.2333e-02, -3.8516e-02,\n", + " 6.6651e-02, -6.8975e-02, 1.0745e-01, -1.4713e-01, 1.0875e-02,\n", + " 5.5039e-03, -1.3332e-01, -4.6649e-02, 1.1980e-03, 6.7277e-03,\n", + " 1.5349e-01, -2.0419e-02, -8.0585e-02, 3.1838e-02, 1.1117e-01,\n", + " 2.1918e-02, 2.9982e-02, 8.1723e-02, -1.8992e-02, -4.6943e-02,\n", + " -4.5348e-02, -1.4594e-01, -6.4863e-02, 5.0684e-02, 6.3399e-02,\n", + " 6.5548e-03, 5.2162e-02, -3.2086e-02, 2.8139e-02, 2.0336e-02,\n", + " -5.1686e-02, 1.6549e-02, 9.7592e-03, 6.0088e-02, -1.3918e-01,\n", + " 3.6904e-02, -6.1635e-02, 6.1292e-05, -2.9618e-02, -7.2230e-03,\n", + " -7.4127e-02, -3.2037e-02, 3.8631e-02, 3.7884e-02, 6.3458e-02,\n", + " -3.4274e-02, 2.5123e-02, 9.3946e-03, 6.4055e-02, 9.1846e-03,\n", + " -4.2031e-02, 4.1415e-02, 5.3456e-02, -1.1636e-02, -4.2090e-02,\n", + " 2.5382e-02, 4.1783e-02, 1.1138e-01, -7.0360e-02, -7.1505e-02,\n", + " 5.5541e-02, 1.9128e-03, 1.2220e-01, 5.0960e-03, 1.0768e-01,\n", + " -9.1054e-03, 1.3206e-02, 6.6382e-02, -1.0436e-01, -8.1415e-02,\n", + " -3.4986e-02, 7.7435e-02, -1.9259e-01, 2.5770e-02, -1.0653e-01,\n", + " 9.8523e-03, 7.3112e-02, 1.0827e-01, 7.8133e-02, -1.3252e-01,\n", + " -2.3007e-02, 1.5554e-01, -1.3331e-03, -1.3471e-01, 1.0872e-02,\n", + " -1.6264e-02, -1.1778e-01, 3.9070e-03, 1.8290e-02, -1.0065e-02,\n", + " 1.1456e-01, 7.5414e-03, 3.2451e-02, -1.6716e-02, 1.2536e-01,\n", + " 3.4859e-02, 2.6031e-02, 1.8494e-03, 1.1959e-01, 9.2029e-02,\n", + " 9.7261e-02, 6.1421e-02, 6.6285e-02, -1.3142e-01, 6.9378e-02,\n", + " 1.4688e-01, 6.8263e-03, 3.7917e-02, -1.9300e-02, -1.6156e-02,\n", + " -5.9789e-02, -8.1488e-02, -5.0506e-02, -5.9910e-02, -1.1464e-01,\n", + " 1.5368e-01, -1.7974e-02, 2.5808e-02, 2.0889e-02, 6.2885e-03,\n", + " 4.2314e-02, 9.3887e-02, 7.5613e-03, 6.4320e-02, -1.9764e-02,\n", + " 1.6588e-01, 1.0584e-02, 9.8279e-02, 1.1575e-01, -5.0032e-03,\n", + " 1.0459e-01, 8.5060e-02, 6.1192e-02, 1.0315e-01, -5.0588e-02,\n", + " -1.2036e-01, 7.3793e-02, -6.1256e-02, -1.1899e-01, 9.9655e-03,\n", + " -1.1367e-01, -1.2256e-02, 2.0358e-01, -1.9536e-03, 2.3521e-01,\n", + " 1.9291e-02, 5.9019e-02, 9.2041e-02, 1.7384e-01, -9.7989e-02,\n", + " -3.3187e-02, 1.0656e-01, 4.0050e-02, 7.8605e-03, -2.0018e-02,\n", + " -7.1673e-03, -8.6108e-02, 1.0743e-01, 1.1870e-02, 1.4138e-02,\n", + " 1.1051e-02, -1.2513e-03, 1.2446e-01, 1.3893e-01, 1.0496e-01,\n", + " 1.2115e-01, 4.0829e-03, 2.3537e-02, -2.8697e-02, 1.0635e-01,\n", + " -1.5224e-03, 6.6991e-02, 8.7317e-03, -9.7830e-02, -1.5091e-02,\n", + " -2.1814e-02, -7.0198e-02, 9.7433e-02, -3.9316e-02, 3.0703e-02,\n", + " 2.6333e-02, 1.9475e-02, 1.4384e-01, -3.7045e-02, -1.0915e-02,\n", + " -2.0406e-02, -5.8466e-02, -3.7232e-02, -3.7696e-02, 1.3165e-01,\n", + " 3.9667e-02, -1.6338e-01, -1.0876e-01, -6.5494e-02, -1.7859e-02,\n", + " 1.5690e-01, 4.0397e-02, 1.9921e-02, 4.7067e-02, 1.2507e-01,\n", + " 4.3233e-02, 9.1374e-02, 1.9799e-02, 3.7023e-02, 1.8405e-02,\n", + " -4.1450e-02, -6.8685e-03, 5.4057e-02, 3.9020e-02, -7.2173e-03,\n", + " 9.3989e-03, -5.0828e-02, 6.8553e-03, 1.1304e-01, 4.2380e-03,\n", + " -3.8414e-01, 1.4165e-02, -2.5416e-02, -1.6064e-02, 6.4136e-02,\n", + " -2.4504e-02, -3.9681e-02, -1.1092e-01, -5.2864e-02, 1.5435e-02,\n", + " 3.5241e-02, 1.1724e-01, -1.6482e-02, 5.2745e-03, 2.0544e-01,\n", + " -5.4327e-02, -1.0500e-02, 1.7230e-01, -7.9888e-02, 8.0434e-02,\n", + " -3.1743e-02, 1.9764e-03, -1.4253e-01, -5.8595e-02, 3.6786e-03,\n", + " 5.2437e-02, 5.7553e-02, -9.4242e-02, 6.4327e-02, 1.3649e-02,\n", + " -6.8153e-02, 1.1261e-02, -3.1071e-02, 8.1090e-02, -5.6856e-02,\n", + " -2.7045e-02, -5.8044e-02, 7.7529e-02, 6.5637e-02, -1.3842e-01,\n", + " -9.4013e-02, 7.2198e-03, 5.0275e-02, -7.0681e-02, -7.5821e-02,\n", + " -3.8702e-02, -3.5890e-02, -7.5177e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8447, 0.8442, 0.8258, 0.8455, 0.8208, 0.8428, 0.8014, 0.8315, 0.8506,\n", + " 0.8288, 0.8373, 0.8114, 0.8265, 0.8163, 0.8410, 0.7896, 0.8201, 0.8325,\n", + " 0.8292, 0.8472, 0.8465, 0.8390, 0.8539, 0.8206, 0.8208, 0.8336, 0.8174,\n", + " 0.8165, 0.8008, 0.8484, 0.8400, 0.8324, 0.8278, 0.8337, 0.8602, 0.8533,\n", + " 0.8069, 0.8424, 0.8268, 0.8183, 0.8542, 0.8400, 0.8340, 0.8211, 0.8384,\n", + " 0.8360, 0.8707, 0.8529, 0.8540, 0.8516, 0.8367, 0.8424, 0.8203, 0.8160,\n", + " 0.8070, 0.8461, 0.8529, 0.7834, 0.8565, 0.8075, 0.8263, 0.8082, 0.8158,\n", + " 0.8209, 0.8608, 0.8285, 0.8379, 0.8374, 0.8303, 0.8295, 0.8477, 0.8417,\n", + " 0.8570, 0.8266, 0.8440, 0.8125, 0.8371, 0.8174, 0.8394, 0.8444, 0.8428,\n", + " 0.8401, 0.7906, 0.8377, 0.8147, 0.8330, 0.8232, 0.8649, 0.8449, 0.8428,\n", + " 0.8240, 0.8489, 0.7576, 0.8193, 0.8217, 0.8403, 0.8016, 0.8487, 0.8452,\n", + " 0.8169, 0.8462, 0.8443, 0.8307, 0.8294, 0.8279, 0.8224, 0.8457, 0.8292,\n", + " 0.8404, 0.8061, 0.8327, 0.8385, 0.8351, 0.8418, 0.8674, 0.8555, 0.8330,\n", + " 0.8414, 0.8331, 0.8298, 0.8276, 0.8485, 0.8490, 0.5818, 0.8169, 0.8390,\n", + " 0.8207, 0.8096, 0.8085, 0.8675, 0.8509, 0.8506, 0.7892, 0.8300, 0.8412,\n", + " 0.8445, 0.8473, 0.8278, 0.8254, 0.8340, 0.8491, 0.8401, 0.8189, 0.7842,\n", + " 0.8236, 0.8249, 0.8389, 0.8335, 0.8130, 0.8133, 0.7952, 0.8066, 0.7988,\n", + " 0.8345, 0.8452, 0.8188, 0.8313, 0.8132, 0.8485, 0.8386, 0.8515, 0.8356,\n", + " 0.8529, 0.8556, 0.8083, 0.8520, 0.8221, 0.8123, 0.7733, 0.8390, 0.8419,\n", + " 0.8331, 0.8281, 0.8379, 0.8266, 0.8145, 0.8231, 0.8415, 0.8382, 0.8261,\n", + " 0.6309, 0.8448, 0.8362, 0.8623, 0.8420, 0.8190, 0.8276, 0.8515, 0.8360,\n", + " 0.8321, 0.8372, 0.8388, 0.8257, 0.8146, 0.8172, 0.8320, 0.8399, 0.8223,\n", + " 0.8448, 0.8263, 0.8265, 0.8256, 0.8499, 0.8130, 0.8297, 0.7713, 0.8565,\n", + " 0.8211, 0.8447, 0.8282, 0.8283, 0.8298, 0.8342, 0.7783, 0.8612, 0.7975,\n", + " 0.8151, 0.8323, 0.7772, 0.8376, 0.8327, 0.8219, 0.8451, 0.8303, 0.8326,\n", + " 0.6361, 0.8249, 0.8154, 0.8542, 0.8213, 0.7948, 0.8413, 0.8201, 0.8315,\n", + " 0.8435, 0.8288, 0.8338, 0.8264, 0.8300, 0.8370, 0.8200, 0.8414, 0.8364,\n", + " 0.8013, 0.8449, 0.8201, 0.8555, 0.8430, 0.8133, 0.8330, 0.8271, 0.8637,\n", + " 0.8209, 0.8396, 0.8299, 0.8395, 0.8153, 0.7952, 0.8422, 0.8328, 0.8494,\n", + " 0.8553, 0.8565, 0.8573, 0.8108, 0.7636, 0.8508, 0.8421, 0.8396, 0.8279,\n", + " 0.8194, 0.8517, 0.8319, 0.8423, 0.8395, 0.8481, 0.8152, 0.8572, 0.8419,\n", + " 0.8380, 0.8371, 0.8232, 0.8456, 0.8261, 0.8302, 0.8446, 0.8069, 0.8534,\n", + " 0.8401, 0.8494, 0.8096, 0.8187, 0.8300, 0.8129, 0.8057, 0.8245, 0.8453,\n", + " 0.8108, 0.8099, 0.8323, 0.8241, 0.8162, 0.8384, 0.8404, 0.8136, 0.8227,\n", + " 0.8146, 0.8117, 1.6179, 0.8173, 0.8288, 0.8146, 0.8182, 0.8552, 0.8439,\n", + " 0.8370, 0.8430, 0.8479, 0.8643, 0.8390, 0.8352, 0.8180, 0.8427, 0.8040,\n", + " 0.8310, 0.8465, 0.8456, 0.8525, 0.8575, 0.8486, 0.8229, 0.8038, 0.8576,\n", + " 0.8372, 0.8169, 0.8291, 0.7992, 0.8272, 0.8324, 0.8276, 0.8250, 0.8650,\n", + " 0.8311, 0.8521, 0.8143, 0.8314, 0.8428, 0.7867, 0.8465, 0.7968, 0.8432,\n", + " 0.8449, 0.8400, 0.8341, 0.8381, 0.8296, 0.8051, 0.8199, 0.8313, 0.8140,\n", + " 0.8288, 0.8149, 0.8175, 0.8423, 0.8281, 0.8229, 0.8219, 0.8500, 0.8418,\n", + " 0.8374, 0.8405, 0.8400, 0.8487, 0.8523, 0.7743, 0.8452, 0.8413, 0.8274,\n", + " 0.8256, 0.8345, 0.8230, 0.2616, 0.8310, 0.8185, 0.8153, 0.8533, 0.8601,\n", + " 0.8467, 0.8478, 0.8307, 0.8456, 0.8353, 0.8388, 0.8402, 0.8540, 0.8607,\n", + " 0.8311, 0.8172, 0.8431, 0.8426, 0.8203, 0.8223, 0.8080, 0.8479, 0.8052,\n", + " 0.8210, 0.8449, 0.8410, 0.7975, 0.8370, 0.8196, 0.8087, 0.8325, 0.8776,\n", + " 0.8205, 0.8276, 0.8354, 0.8336, 0.8440, 0.8164, 0.8555, 0.8157, 0.8323,\n", + " 0.8145, 0.8394, 0.8432, 0.8563, 0.8376, 0.8363, 0.8288, 0.8391, 0.7856,\n", + " 0.8411, 0.8088, 0.8614, 0.8448, 0.8362, 0.8304, 0.8486, 0.8371, 0.8287,\n", + " 0.8607, 0.8137, 0.8189, 0.8302, 0.8201, 0.8140, 0.8251, 0.8340, 0.8143,\n", + " 0.8597, 0.8312, 0.8357, 0.8427, 0.8404, 0.8547, 0.8348, 0.8524, 0.8161,\n", + " 0.8214, 0.8170, 0.8262, 0.8672, 0.8238, 0.8156, 0.8211, 0.8124, 0.7963,\n", + " 0.8405, 0.8367, 0.8628, 0.8195, 0.8393, 0.8450, 0.8301, 0.8269, 0.8367,\n", + " 0.8469, 0.8233, 0.8172, 0.8439, 0.8368, 0.8320, 0.8349, 0.8426, 0.8279,\n", + " 0.8528, 0.8247, 0.8354, 0.8403, 0.8224, 0.8458, 0.8458, 0.8213, 0.8562,\n", + " 0.8452, 0.8198, 0.8405, 0.8469, 0.8527, 0.8151, 0.8307, 0.8111, 0.7746,\n", + " 0.8165, 0.8438, 0.8367, 0.8429, 0.8395, 0.8649, 0.8063, 0.8252, 0.8409,\n", + " 0.8346, 0.8306, 0.8122, 0.8533, 0.8034, 0.8301, 0.8263, 0.8433, 0.8316,\n", + " 0.8067, 0.8378, 0.8446, 0.8643, 0.7550, 0.8403, 0.8295, 0.7943, 0.8429,\n", + " 0.8481, 0.8489, 0.8590, 0.8370, 0.7877, 0.8655, 0.8457, 0.7998, 0.8556,\n", + " 0.8312, 0.8072, 0.8758, 0.8321, 0.8440, 0.8091, 0.8323, 0.8460, 0.8207,\n", + " 0.8248, 0.8564, 0.8331, 0.8312, 0.8442, 0.8295, 0.8521, 0.8392, 0.8046,\n", + " 0.8335, 0.8597, 0.8558, 0.8242, 0.8492, 0.8403, 0.8191, 0.8288, 0.8204,\n", + " 0.8260, 0.8447, 0.8378, 0.8448, 0.8438, 0.8331, 0.8302, 0.8218, 0.8319,\n", + " 0.8657, 0.8049, 0.8029, 0.8064, 0.8315, 0.8414, 0.8355, 0.8488, 0.8542,\n", + " 0.8420, 0.7802, 0.8629, 0.8011, 0.8223, 0.8500, 0.8484, 0.8460, 0.8498,\n", + " 0.8385, 0.8279, 0.8610, 0.8513, 0.8527, 0.8253, 0.8313, 0.8297, 0.8351,\n", + " 0.8035, 0.8283, 0.8446, 0.8344, 0.8170, 0.8368, 0.8450, 0.8398, 0.8054,\n", + " 0.8321, 0.8283, 0.8070, 0.8446, 0.8296, 0.8343, 0.8676, 0.8221, 0.7967,\n", + " 0.8229, 0.8578, 0.8651, 0.8409, 0.8460, 0.8264, 0.8310, 0.8284, 0.8543,\n", + " 0.8361, 0.8392, 0.8257, 0.8105, 0.8582, 0.8196, 0.8246, 0.8526, 0.8279,\n", + " 0.8269, 0.8242, 0.8076, 0.8396, 0.8265, 0.8370, 0.8301, 0.8274, 0.8170,\n", + " 0.8281, 0.7974, 0.8149, 0.8549, 0.8173, 0.8337, 0.8475, 0.8441, 0.8154,\n", + " 0.8303, 0.8452, 0.8222, 0.8412, 0.8273, 0.8342, 0.8289, 0.8395, 0.8216,\n", + " 0.8455, 0.7872, 0.7967, 0.8433, 0.7560, 0.8304, 0.8243, 0.8051, 0.8456,\n", + " 0.8372, 0.8151, 0.8468, 0.8452, 0.8296, 0.8506, 0.8245, 0.8186, 0.8403,\n", + " 0.8407, 0.8445, 0.8247, 0.8466, 0.8265, 0.8462, 0.8468, 0.8161, 0.8353,\n", + " 0.8473, 0.8413, 0.8491, 0.8072, 0.8217, 0.8258, 0.8248, 0.8308, 0.8406,\n", + " 0.8218, 0.8552, 0.8188, 0.8036, 0.8079, 0.7939, 0.8472, 0.8502, 0.8185,\n", + " 0.8479, 0.8111, 0.8234, 0.8553, 0.8411, 0.8377, 0.8371, 0.8568, 0.8214,\n", + " 0.6456, 0.8565, 0.8414, 0.8478, 0.8395, 0.8347, 0.8481, 0.8320, 0.8236,\n", + " 0.8321, 0.8410, 0.8473, 0.8432, 0.8804, 0.7857, 0.8464, 0.8286, 0.7936,\n", + " 0.8464, 0.8247, 0.8539, 0.8375, 0.8597, 0.8197, 0.8270, 0.8315, 0.8363,\n", + " 0.8561, 0.8477, 0.8218, 0.8480, 0.8548, 0.8228, 0.8339, 0.8328, 0.8076,\n", + " 0.8016, 0.8303, 0.8528, 0.8277, 0.8526, 0.8531, 0.8448, 0.8132, 0.7983,\n", + " 0.8375, 0.8206, 0.8446], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.0434e-02, -6.6574e-02, -5.3411e-02, -3.7473e-03, -1.0855e-01,\n", + " -2.5190e-02, -1.2747e-01, -8.0729e-02, 1.2454e-03, 2.1830e-02,\n", + " -7.4600e-02, -1.1655e-01, 3.7097e-02, -5.2080e-02, -2.3333e-02,\n", + " -1.4724e-01, -8.1681e-02, -9.0290e-02, -1.3640e-02, -6.4035e-02,\n", + " -1.3044e-01, -1.5306e-02, -6.1007e-02, -1.6939e-01, -5.6227e-02,\n", + " -1.2686e-01, -3.7969e-02, 2.9934e-02, 3.8393e-02, -8.9227e-02,\n", + " -3.2811e-02, -4.2680e-02, -1.3964e-01, -2.8615e-03, -1.9903e-02,\n", + " -4.5810e-02, 3.9919e-02, -3.9523e-02, -5.0239e-02, 7.6281e-02,\n", + " 2.8437e-02, 5.1372e-02, -1.2479e-02, -9.7882e-02, -7.1457e-02,\n", + " -1.0540e-04, -2.6029e-02, -4.5152e-02, -2.9636e-02, -3.9736e-02,\n", + " 5.1432e-02, -8.1544e-02, -1.1939e-01, -2.4400e-02, -1.2422e-01,\n", + " -6.6767e-02, -8.0397e-02, 7.6838e-02, -2.0085e-02, 2.3329e-02,\n", + " -4.2266e-02, -1.5425e-01, -5.9279e-02, -3.3451e-02, -1.9278e-02,\n", + " -1.1394e-01, -7.8742e-03, -3.7558e-02, -1.7364e-02, 2.0172e-02,\n", + " 3.0023e-02, -1.0167e-01, 2.0659e-02, -7.7266e-03, -9.0087e-02,\n", + " -3.8153e-02, -2.1861e-02, -5.8918e-03, -1.0826e-01, -1.2729e-01,\n", + " -7.3373e-02, -6.8534e-02, -1.0027e-01, -9.7525e-02, -3.7095e-02,\n", + " 1.0309e-02, -3.0280e-02, -3.0040e-02, 1.3849e-02, -1.0163e-01,\n", + " 2.2553e-02, 5.0153e-02, -1.7362e-01, -5.3377e-02, -3.9739e-02,\n", + " 2.1268e-02, -1.0780e-01, -1.2092e-03, -4.8188e-02, 2.9974e-02,\n", + " -2.0472e-02, -2.2645e-04, -1.0002e-01, -2.3018e-02, -4.0754e-02,\n", + " -5.2450e-02, -3.5255e-02, 2.6819e-02, 4.6068e-03, -4.4663e-02,\n", + " 2.9248e-02, -2.6605e-02, 1.1381e-02, 6.7287e-03, -3.6448e-03,\n", + " -5.1187e-02, -6.0767e-04, -6.8383e-03, 2.1426e-02, -6.9556e-02,\n", + " -2.5026e-02, -3.7308e-02, -7.1907e-02, -1.5625e-01, -1.1506e-01,\n", + " 5.4456e-02, -6.8356e-02, -1.0098e-01, 1.4837e-02, -2.7549e-02,\n", + " -3.9342e-02, -8.9119e-02, -8.2797e-04, -1.6720e-02, 2.3796e-02,\n", + " 1.2355e-03, -8.0419e-02, -5.6699e-02, 2.0797e-03, 5.0174e-03,\n", + " -6.6264e-03, -6.4845e-02, -2.5441e-02, -1.4580e-01, -1.0586e-01,\n", + " 4.3328e-02, -5.0488e-02, 1.6404e-03, 3.6633e-02, -1.4401e-01,\n", + " 1.5159e-02, -1.6362e-01, 3.8709e-02, -5.2711e-02, -1.8626e-02,\n", + " -7.5729e-02, -5.5352e-02, -7.8262e-02, -4.4010e-02, -3.5784e-02,\n", + " -3.9811e-02, 2.5602e-02, -9.2414e-04, -4.9390e-02, -8.2070e-02,\n", + " -5.6103e-02, -1.2689e-01, -6.5351e-02, 1.0304e-01, -4.6269e-02,\n", + " 1.1972e-02, -1.0165e-03, -5.8980e-02, -1.0035e-01, -2.3426e-02,\n", + " -1.0944e-01, -1.0950e-01, -5.5063e-02, -6.3111e-02, -6.1464e-02,\n", + " 5.8724e-02, -7.1554e-02, 5.3993e-02, -3.1396e-02, -4.5347e-02,\n", + " -9.3896e-03, -1.2156e-01, -7.2647e-02, -9.9593e-02, -2.1577e-02,\n", + " 2.3320e-02, 4.9790e-02, -1.2477e-01, 2.2985e-02, -9.4525e-02,\n", + " -7.1457e-02, -1.7645e-02, -1.1834e-01, -2.2370e-02, -2.2903e-02,\n", + " 4.6797e-02, -2.3321e-02, -5.8783e-02, 2.3218e-02, -1.0205e-03,\n", + " -1.2596e-01, -8.5174e-02, -2.0600e-02, -7.0131e-02, -7.8297e-02,\n", + " 9.3474e-03, 2.3925e-02, -1.1426e-01, -1.6562e-01, -5.1602e-02,\n", + " -1.6173e-02, 5.2140e-02, -2.1642e-02, -1.4453e-01, 1.3547e-02,\n", + " -8.1211e-02, -1.1853e-01, -1.5630e-02, -6.8336e-02, 5.3673e-02,\n", + " -5.7086e-02, -6.0969e-02, 7.5101e-03, -1.1143e-01, -8.0739e-03,\n", + " 1.2283e-02, -8.6508e-02, -1.0784e-01, -1.5422e-02, -1.1286e-02,\n", + " -5.5254e-02, -2.6176e-02, -2.1493e-02, -1.1141e-01, 5.7634e-02,\n", + " -7.1005e-02, -8.5546e-02, 7.0352e-02, -1.0610e-01, -4.5532e-02,\n", + " -4.6055e-02, -9.2581e-03, -3.4471e-02, 3.4109e-02, 3.6170e-02,\n", + " 4.2674e-03, -1.5947e-01, -6.2083e-02, -1.5680e-02, -8.7279e-02,\n", + " -3.3763e-02, 4.8817e-02, 2.6907e-02, -9.5887e-02, -5.6328e-02,\n", + " -9.0758e-02, -3.7893e-02, -3.5122e-02, -3.6924e-02, -2.8473e-02,\n", + " 1.0867e-01, -1.6066e-02, -2.0317e-02, -7.1949e-02, -3.2856e-02,\n", + " -2.6639e-02, -7.2007e-02, 4.1333e-02, -9.2563e-02, 7.6693e-03,\n", + " -3.2851e-02, -2.9394e-02, -3.4945e-02, -1.7228e-02, 4.8761e-02,\n", + " -7.4312e-02, -1.1608e-01, 1.7526e-02, -1.2904e-02, 1.7517e-02,\n", + " -5.1080e-02, -1.0684e-01, -8.5033e-02, -1.0802e-02, -2.6085e-02,\n", + " -5.2837e-02, -3.8999e-02, 3.1314e-02, -5.2433e-02, -1.0462e-01,\n", + " -5.5095e-02, -8.2696e-02, -1.4362e-01, -1.1650e-01, 2.2637e-02,\n", + " -6.4085e-04, -9.5339e-02, -4.1822e-03, -1.1618e-01, -1.4910e-01,\n", + " 5.0148e-03, 4.5802e-03, 2.8265e-02, 1.2884e-01, 3.4291e-02,\n", + " 2.5331e-02, 1.3152e-02, -1.0017e-01, -5.4800e-02, -4.2957e-02,\n", + " -5.9099e-02, -4.9694e-02, -4.6802e-02, -2.9493e-02, -3.1559e-02,\n", + " -4.3551e-03, -1.1286e-01, -7.7375e-02, 1.0809e-01, -3.0017e-02,\n", + " -1.4722e-03, -7.0181e-02, -5.3466e-02, 5.7469e-02, 5.0175e-02,\n", + " -9.7988e-02, -4.2461e-02, -5.8318e-02, -9.6333e-02, 9.4398e-03,\n", + " -6.8912e-02, 4.7488e-03, -1.1016e-02, -7.0517e-03, 1.3384e-02,\n", + " -5.2445e-02, -1.0048e-01, -5.2579e-02, -5.3505e-02, -7.9745e-02,\n", + " 4.6614e-02, -6.7940e-03, 1.2135e-01, -1.0074e-02, 5.4526e-02,\n", + " 1.7721e-02, 1.4867e-02, -8.1992e-02, -1.0205e-02, -1.3016e-02,\n", + " 1.0559e-02, -3.2391e-02, -9.0619e-02, 1.8612e-03, -8.4933e-02,\n", + " -3.4331e-02, -6.6296e-02, -1.1073e-01, -5.0133e-02, -1.1443e-01,\n", + " -7.5488e-02, 1.7416e-02, -6.3808e-02, 4.2427e-02, -2.5619e-02,\n", + " 1.5155e-02, 3.5429e-03, -7.7792e-02, -2.4987e-03, 7.6519e-02,\n", + " -1.4248e-02, -6.0049e-02, -5.8134e-03, 3.8734e-03, -1.5892e-02,\n", + " -2.8932e-02, 6.9523e-01, 2.8123e-03, 4.3016e-02, -9.9778e-02,\n", + " 7.7378e-03, 2.9819e-02, -9.8470e-02, -4.6133e-02, 7.7382e-02,\n", + " -3.6013e-02, -8.2106e-02, -7.0760e-02, 1.9589e-02, -2.7839e-02,\n", + " -2.9317e-02, 3.1324e-02, 1.8205e-02, -1.2056e-01, 6.0795e-02,\n", + " 4.4223e-02, -3.7467e-02, -8.3812e-02, -3.4703e-02, 1.0543e-01,\n", + " 6.7851e-02, -5.5800e-02, 4.1706e-02, -1.5438e-01, 3.2448e-02,\n", + " 8.2413e-03, 8.8163e-03, -2.1921e-02, -2.1825e-02, -7.7382e-03,\n", + " -9.8243e-02, -3.2763e-02, 4.3209e-02, -6.1806e-02, -3.8630e-02,\n", + " -4.2999e-02, 8.0443e-03, -7.4465e-02, 5.2662e-02, 2.9299e-02,\n", + " -5.5018e-02, -1.3068e-02, 7.2473e-02, 6.3509e-02, -9.6659e-02,\n", + " 3.2465e-02, 4.4939e-02, 3.6742e-02, -1.3732e-01, -5.0668e-03,\n", + " -1.0867e-01, -3.6120e-02, -5.0998e-03, -5.8174e-02, -1.4730e-02,\n", + " -7.2590e-02, -4.3036e-02, -8.6519e-02, -2.8613e-02, -1.8881e-02,\n", + " -1.8718e-02, 9.3062e-02, -4.9632e-02, -3.2292e-02, 1.9902e-02,\n", + " -8.6374e-02, -2.2647e-02, -9.1689e-02, 2.6578e-02, -1.2772e-01,\n", + " -1.0356e-01, 3.1135e-02, -9.5284e-02, 5.4222e-02, 4.7273e-02,\n", + " -4.4214e-02, 2.1283e-02, -4.1030e-02, -1.4686e-01, -1.6848e-01,\n", + " 5.2594e-03, -1.0676e-01, 4.8309e-02, -9.3499e-02, -5.5058e-02,\n", + " -5.7908e-02, -1.7933e-02, -4.3438e-02, -1.3059e-01, -2.4160e-02,\n", + " -6.9908e-03, -2.5864e-02, -5.0902e-02, 1.6604e-02, 8.9533e-02,\n", + " -6.5033e-02, -7.9915e-02, 3.5131e-02, -4.3749e-03, 2.8347e-02,\n", + " 9.2552e-03, -8.5458e-02, -1.3573e-01, 1.7077e-02, -3.4571e-02,\n", + " -3.7896e-04, -1.3808e-02, -4.7865e-02, -4.6461e-02, -3.9436e-02,\n", + " -2.5896e-02, -1.0460e-02, -5.9742e-02, -5.1335e-02, -7.9553e-02,\n", + " -6.5883e-02, -8.0358e-02, 2.6505e-02, 7.1873e-02, -1.9227e-02,\n", + " -7.0099e-02, -2.3376e-02, -7.9206e-02, 8.2827e-04, 1.4612e-02,\n", + " 1.2630e-02, -1.2755e-02, -2.2332e-02, 2.5340e-02, -6.9585e-02,\n", + " -1.5328e-01, 1.1375e-03, -8.6955e-02, 6.8137e-02, -4.7797e-02,\n", + " 1.8844e-02, -7.9612e-02, -1.4139e-01, 7.2054e-03, -8.6015e-03,\n", + " 1.8380e-02, -7.3243e-03, 1.8561e-02, -5.2474e-02, -8.2518e-02,\n", + " -4.2025e-02, -6.7892e-03, 8.0981e-03, -6.4537e-02, -9.9288e-02,\n", + " 8.8514e-02, -7.7035e-02, -2.4197e-02, -1.0051e-01, 1.4705e-01,\n", + " -6.2921e-02, -6.3178e-02, -3.8450e-02, -2.1408e-02, 2.5654e-02,\n", + " 1.1040e-01, 9.0883e-03, -3.2891e-02, -1.4906e-01, -1.2870e-01,\n", + " 9.5794e-04, 1.6663e-02, -7.0759e-02, -6.3398e-02, -5.2613e-02,\n", + " 2.6132e-02, -2.0406e-02, -1.3057e-01, -7.9481e-02, 2.2808e-02,\n", + " -1.7124e-02, -2.8898e-02, -1.0358e-01, -2.1171e-02, 3.8249e-02,\n", + " -7.3625e-02, -8.3378e-02, -7.7610e-02, -3.4281e-02, -4.2846e-03,\n", + " -8.1903e-03, -1.0042e-01, -1.1125e-01, -3.7076e-02, 7.4860e-03,\n", + " -6.7294e-02, -5.2037e-02, 7.2620e-02, -1.0061e-01, 5.9421e-02,\n", + " 3.0626e-02, -8.8924e-02, -5.0402e-02, -5.8265e-03, -8.6237e-03,\n", + " 1.2796e-03, -2.5012e-01, -1.3213e-02, -1.0232e-02, -2.1428e-02,\n", + " -2.7362e-02, 9.1895e-03, -8.9266e-02, -3.0052e-02, -6.3955e-02,\n", + " -2.1762e-02, -3.4595e-02, -6.5752e-02, -4.1349e-02, -1.0338e-01,\n", + " -4.0735e-02, -4.0802e-02, 5.5953e-02, -6.2148e-02, -1.0414e-01,\n", + " -1.2424e-01, -5.4106e-02, -4.6655e-02, -4.4401e-02, -6.0556e-02,\n", + " -5.7612e-02, 3.6996e-02, -2.6795e-02, -1.0736e-01, -1.6758e-02,\n", + " -2.8592e-03, -2.0220e-02, -2.6132e-02, -1.6469e-02, 2.2311e-02,\n", + " -1.0203e-01, -3.6910e-02, -3.7493e-02, -6.9833e-02, -7.1135e-02,\n", + " -5.5654e-02, -1.5174e-01, 3.9553e-02, -7.4312e-02, -2.9360e-02,\n", + " -5.6188e-02, -1.0084e-01, -8.4631e-02, -1.2945e-01, -5.0129e-02,\n", + " -6.2667e-02, -9.0259e-02, -6.9464e-02, -1.0825e-01, -5.5985e-02,\n", + " 4.1804e-02, -1.0288e-01, -2.6528e-02, 6.7392e-02, -3.5018e-02,\n", + " 5.5683e-02, -5.7320e-02, -8.3557e-02, -5.2974e-02, -1.3502e-01,\n", + " -6.3524e-02, -5.5015e-02, -9.2393e-02, -8.9890e-02, -1.8675e-02,\n", + " -1.7783e-02, -1.0325e-01, -8.2868e-02, -5.5405e-02, 1.1491e-02,\n", + " -6.3522e-02, 4.3123e-02, -1.1421e-01, 1.5681e-02, -5.2091e-02,\n", + " -5.5900e-03, -2.2682e-02, -1.2387e-01, -1.2129e-01, -4.4534e-02,\n", + " -1.4000e-01, -1.1038e-02, -6.8755e-04, -3.3310e-02, -6.8200e-02,\n", + " -7.4302e-03, -1.3760e-01, -6.3926e-02, -6.2201e-02, -2.1785e-02,\n", + " -3.9153e-02, 1.3362e-02, -1.2367e-01, -2.9912e-04, 1.2394e-02,\n", + " -6.9428e-02, -5.5328e-02, -7.4410e-02, 6.1534e-02, -3.0991e-02,\n", + " -4.2157e-02, -5.9767e-02, -5.0850e-02, -2.5900e-02, -4.2066e-02,\n", + " -4.1019e-02, 4.8172e-02, -5.5493e-02, 1.1516e-02, 4.3468e-03,\n", + " -8.6590e-02, -1.4976e-02, 1.5131e-03, -6.1278e-02, -1.0165e-01,\n", + " -9.4644e-02, -1.5040e-01, -8.0096e-02, -3.7907e-02, -1.2631e-01,\n", + " -4.7390e-02, -4.8927e-02, -1.0660e-01, -7.6180e-02, -2.4753e-02,\n", + " -7.6707e-02, 2.3271e-02, -7.5854e-02, -5.1075e-02, -5.1269e-02,\n", + " 1.3336e-01, -3.4960e-02, -9.3685e-03, 3.8359e-03, -9.5763e-02,\n", + " 3.2682e-02, -1.7301e-02, 3.9936e-02, -1.7392e-02, -2.4943e-03,\n", + " -2.4463e-02, -8.9341e-02, -7.1354e-02, -6.0614e-02, -1.7234e-01,\n", + " 1.7273e-02, -6.3628e-02, -1.4222e-01, 2.6857e-02, -2.5513e-02,\n", + " -3.5461e-02, -6.6671e-02, -1.2773e-03, 3.5062e-03, -2.2206e-02,\n", + " -7.4084e-02, -3.2961e-02, 1.7992e-02, -7.0513e-02, -1.0699e-01,\n", + " -1.0735e-02, 3.3612e-02, -2.3259e-02, -1.3494e-01, 6.0601e-02,\n", + " -7.0173e-02, 6.8896e-02, -1.0629e-01, -1.3854e-02, 6.7230e-03,\n", + " -5.7314e-02, -7.5823e-02, -5.2118e-02, 4.6215e-02, 3.0333e-02,\n", + " -4.6445e-02, -2.3776e-02, -2.0884e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.4508e-01, 4.0926e-01, -3.2818e-01, -2.8698e-02, -2.6105e-01,\n", + " -8.8865e-03, 2.8272e-01, 2.9035e-01, -8.6735e-02, 3.9802e-01,\n", + " -4.6361e-01, 2.4600e-01, -2.4015e-03, 1.6364e-01, -1.6594e-01,\n", + " 1.1448e-01, -1.6527e-01, -1.9590e-01, -4.7394e-01, 1.3412e-02,\n", + " -3.2246e-01, -2.0455e-01, -2.9871e-01, -7.5479e-01, -2.5058e-01,\n", + " -4.8019e-01, 3.2120e-01, 4.7050e-01, -4.2813e-01, -2.3382e-01,\n", + " 1.5975e-01, 4.1236e-01, 4.7742e-02, -1.6802e-01, 3.1377e-01,\n", + " 3.1468e-02, 3.5128e-01, 2.1830e-01, 4.0055e-01, -2.1037e-01,\n", + " 9.8628e-02, 5.1369e-02, 1.0907e-01, 1.2204e-01, -1.9320e-01,\n", + " 3.0569e-02, 3.9870e-01, 3.7900e-01, -4.4496e-02, -7.2506e-02,\n", + " 2.7730e-01, -6.3626e-02, -1.2510e-01, 2.5065e-01, -1.4116e-01,\n", + " 3.8364e-03, -3.4918e-01, 6.1462e-02, -4.0289e-02, 2.7615e-01,\n", + " -4.3128e-01, 3.8404e-01, 3.5214e-01, 8.8987e-02, -2.0994e-01,\n", + " -3.0099e-01, 4.4209e-01, 1.7082e-02, 2.6703e-01, -2.1336e-01,\n", + " -3.5081e-01, -2.4673e-01, 1.2711e-01, -5.1729e-02, -7.7975e-02,\n", + " 2.9086e-01, -3.9449e-02, -4.0342e-02, -9.4289e-02, -1.9269e-01,\n", + " -2.8471e-01, -1.5820e-01, -1.2040e-01, 2.7786e-01, -4.6609e-01,\n", + " 8.6754e-02, -4.4512e-02, 2.6015e-01, 3.0046e-01, -2.1110e-01,\n", + " -3.2694e-02, -3.2132e-01, 3.9820e-02, 1.2422e-01, -4.5760e-02,\n", + " -1.3882e-01, 1.0724e-02, 6.0416e-01, 5.6361e-02, 3.3893e-01,\n", + " -1.0727e-01, -2.9847e-01, 1.3799e-01, 1.4339e-01, 1.0604e-01,\n", + " 3.0317e-02, -2.1509e-02, -2.8212e-01, 3.6434e-01, -7.3510e-04,\n", + " 1.8325e-01, 5.7849e-01, -1.3259e-01, -5.4389e-02, -3.4781e-01,\n", + " -1.3035e-01, 1.4072e-01, -3.9989e-02, -2.4629e-01, -1.7324e-01,\n", + " -2.7020e-01, -1.1128e-01, -2.4905e-01, 5.6958e-02, 6.3161e-02,\n", + " -1.1693e-02, 3.0437e-01, 3.5988e-03, 2.7290e-01, -1.0965e-01,\n", + " -5.8476e-02, -6.2916e-02, 1.9371e-01, -9.6598e-02, 5.3410e-02,\n", + " -6.9992e-02, 1.6707e-01, 9.9596e-02, 6.8458e-02, -9.0280e-02,\n", + " -5.6491e-03, 1.0587e-01, 8.4272e-02, -6.0270e-02, -9.9839e-02,\n", + " 9.5956e-02, -2.6354e-02, 1.8333e-01, 1.0886e-01, -3.4768e-02,\n", + " 1.0146e-02, 4.3109e-02, 7.3632e-02, -1.8869e-01, 4.9009e-03,\n", + " 9.7823e-02, -1.5463e-01, 9.6551e-02, -1.7016e-01, -4.2408e-03,\n", + " 3.7589e-02, 1.0548e-01, -2.4917e-01, -6.7972e-02, 4.9516e-02,\n", + " 5.8423e-02, -4.4414e-01, -1.8490e-01, -1.1509e-02, -8.6616e-02,\n", + " -1.2172e-01, 1.8567e-01, 9.8076e-04, -9.4050e-02, -1.4864e-02,\n", + " 8.6890e-02, 4.7251e-02, 6.5057e-02, -7.7482e-02, -2.7404e-01,\n", + " 8.3824e-02, -2.8188e-03, 3.5813e-02, 3.1096e-01, -4.1060e-02,\n", + " 2.5648e-02, -1.0568e-01, -3.5177e-01, 9.1710e-02, 1.3746e-01,\n", + " -2.9364e-04, -6.5756e-03, 7.8764e-02, -2.5017e-02, -1.1843e-01,\n", + " -8.3804e-02, 9.4933e-03, 4.1693e-02, -1.8016e-01, 2.5127e-01,\n", + " 1.1569e-02, 1.3666e-01, 2.3710e-01, 2.8105e-01, 6.2747e-02,\n", + " 6.3472e-03, 5.2125e-02, 3.1336e-02, 9.0075e-02, 2.9148e-01,\n", + " -1.7410e-03, 4.2045e-02, 6.5335e-02, -8.4220e-02, 2.7035e-01,\n", + " -5.3156e-03, -9.5809e-02, -2.1902e-01, -1.4360e-01, 4.1428e-01,\n", + " 5.8233e-02, -6.6352e-02, 1.6432e-01, 6.9439e-02, -1.2712e-01,\n", + " -1.2199e-01, -1.7467e-01, 5.6447e-02, -7.6137e-02, -7.6485e-02,\n", + " -1.5909e-01, -8.5181e-02, 4.9547e-02, 1.1584e-01, -1.7746e-01,\n", + " -9.2439e-02, 1.1206e-02, 6.6615e-02, 2.8272e-01, 1.8882e-02,\n", + " 4.5987e-01, 1.4605e-01, -4.1574e-02, -1.1825e-01, -2.1566e-01,\n", + " -1.4596e-01, 8.5446e-02, -7.8131e-02, 7.0683e-02, 2.4640e-01,\n", + " 1.2893e-02, 3.6038e-02, 1.6615e-01, 1.0816e-01, 7.0824e-02,\n", + " -3.0924e-02, -1.1722e-01, 1.4870e-01, -2.9171e-01, -1.8393e-01,\n", + " -9.4880e-02, -7.7596e-02, 2.7846e-01, -1.7737e-02, -1.3460e-01,\n", + " 2.7650e-01, 1.5727e-01, 3.2214e-01, 1.4791e-01, 9.5211e-02,\n", + " -5.6741e-02, -3.2463e-01, -4.2387e-01, 7.3569e-01, -2.6549e-02,\n", + " -5.4388e-02, 1.1667e-01, 4.0011e-01, 3.0355e-01, -8.6620e-02,\n", + " 2.8283e-01, 3.5839e-02, 1.7588e-01, -1.3057e-01, -2.8893e-01,\n", + " -1.1985e-01, -2.5533e-01, 2.4863e-01, 2.6188e-01, -4.8448e-02,\n", + " -1.2723e-01, 2.2823e-01, 4.7734e-01, 4.1029e-01, 1.2397e-01,\n", + " 8.9113e-02, 1.3167e-01, -1.6434e-01, 1.7638e-01, -1.1045e-01,\n", + " 1.1808e-01, -1.1646e-01, -1.8070e-02, 9.9072e-02, 2.3005e-01,\n", + " 3.3255e-01, 6.0030e-02, 9.3791e-02, 1.6549e-01, -1.4476e-01,\n", + " 1.3611e-01, 2.3269e-01, 8.3314e-02, -8.7980e-02, 2.6533e-02,\n", + " -1.6021e-01, 8.5629e-02, -2.0695e-01, -1.9889e-01, -3.0654e-02,\n", + " -2.2832e-02, 4.4552e-02, -2.5519e-02, -1.2239e-01, 1.1476e-03,\n", + " 1.5598e-01, 9.5248e-02, -4.4761e-02, -8.0380e-02, -1.4541e-01,\n", + " 2.6812e-01, 1.6802e-01, 7.8162e-02, 3.1746e-02, 9.4722e-03,\n", + " 7.2411e-02, 2.1135e-01, 1.7691e-01, 7.0296e-02, -2.9222e-02,\n", + " -6.7535e-02, 7.9958e-02, 1.0588e-01, 1.0048e-01, 7.0618e-02,\n", + " 1.0144e-01, -8.2547e-03, 1.1782e-01, -2.3025e-01, -3.9648e-01,\n", + " 7.4790e-02, -1.8932e-01, -2.9609e-02, 3.0226e-01, -9.8183e-02,\n", + " 6.4902e-02, -3.1430e-01, 4.6957e-02, -2.0649e-01, 1.1137e-01,\n", + " -1.2659e-01, -3.5504e-02, -8.8870e-02, 8.3719e-02, -5.1739e-02,\n", + " -5.2174e-02, -6.5855e-02, -5.0843e-02, 2.9274e-02, -5.3974e-02,\n", + " 5.3451e-02, 1.3143e-02, -6.8927e-02, -3.5941e-02, 1.4883e-01,\n", + " -6.1372e-02, -3.3196e-02, -6.3640e-02, 1.9921e-02, -5.1276e-02,\n", + " -7.2964e-04, -1.1961e-01, 8.3787e-02, -1.2137e-01, -2.0852e-01,\n", + " 2.9758e-01, -3.8699e-01, 7.7345e-02, -5.1349e-03, -8.6968e-02,\n", + " -8.0035e-03, 3.0792e-01, 1.9037e-01, 9.1157e-03, -1.8449e-01,\n", + " -1.0910e-02, 3.7047e-01, -2.1832e-01, -2.6093e-01, 3.8370e-01,\n", + " 2.0055e-01, -2.9054e-01, -2.0295e-01, -2.7846e-01, 4.5800e-02,\n", + " -1.3268e-01, 2.2434e-03, -8.5056e-04, 5.8994e-01, 2.7035e-01,\n", + " -1.7660e-01, 5.2023e-02, -1.4849e-02, 1.5524e-01, 7.1256e-02,\n", + " 1.5615e-01, 3.7199e-01, -1.6906e-01, -2.4232e-01, -1.9754e-01,\n", + " 2.2402e-01, -2.6044e-01, -7.0554e-01, 1.0146e-01, 4.2055e-02,\n", + " -6.6369e-02, -1.6213e-01, -9.5376e-02, -4.5736e-01, 1.6891e-01,\n", + " 8.3917e-02, -7.0126e-01, 1.6386e-01, 1.7145e-01, 5.2917e-02,\n", + " -1.0409e-01, -2.7164e-01, -8.6378e-02, 3.9808e-02, 1.4597e-01,\n", + " 2.8720e-01, -1.1189e-01, 3.3640e-01, -3.4760e-02, 1.2804e-01,\n", + " 2.9205e-02, -4.9959e-01, -2.6029e-01, -2.9684e-02, 2.5219e-01,\n", + " -1.6198e-01, 4.0059e-02, -7.1787e-02, -1.9445e-01, -3.2336e-01,\n", + " 2.8838e-01, 1.2361e-01, 5.0745e-01, 5.0571e-01, 4.5394e-02,\n", + " 4.2681e-01, -2.4060e-01, -4.4395e-02, 2.8781e-01, -3.1175e-01,\n", + " -1.1434e-02, 3.0151e-01, -1.3853e-02, -2.2816e-02, 1.7311e-01,\n", + " 1.5809e-01, 4.0244e-02, -2.3952e-01, 3.0609e-01, -2.6309e-01,\n", + " 9.7075e-02, -4.3569e-01, -2.2369e-01, 4.2203e-01, 1.6532e-01,\n", + " -2.8449e-01, -3.1811e-01, -1.3243e-01, 2.8926e-01, -1.6043e-01,\n", + " -1.5083e-01, -3.8745e-02, -8.5798e-02, -1.2027e-01, 2.3618e-01,\n", + " 7.3756e-02, -6.0224e-02, -7.0630e-02, -2.9251e-01, -1.5558e-01,\n", + " -1.4424e-01, -2.9698e-01, 1.8194e-01, 1.6356e-01, 1.4792e-01,\n", + " -5.6139e-02, -1.5214e-01, 1.3954e-01, 2.0345e-01, -3.5457e-01,\n", + " 3.1902e-01, 2.9132e-01, -2.5712e-02, -3.4282e-01, 2.8795e-01,\n", + " -1.0619e-01, -2.2829e-01, -1.9555e-02, -1.2334e-02, -3.7453e-02,\n", + " 2.0738e-02, 1.7494e-02, 1.3835e-02, -1.4225e-02, -2.8143e-02,\n", + " -1.9602e-02, -3.0784e-02, 7.1251e-02, 1.5991e-02, 3.3960e-02,\n", + " -3.2359e-02, 2.7350e-02, -8.7807e-06, -5.5479e-02, 6.1875e-02,\n", + " 2.5380e-02, 5.2908e-02, -1.1359e-01, 9.6852e-03, 6.4524e-02,\n", + " -7.2602e-03, -6.2563e-02, -6.1265e-02, 2.4494e-02, -2.9495e-02,\n", + " -1.7313e-01, 7.4921e-02, 4.5862e-02, 6.1688e-02, -9.3834e-03,\n", + " 8.4144e-02, 4.5950e-03, -1.0053e-01, -5.6149e-02, 1.1004e-01,\n", + " 1.4374e-02, -4.6802e-03, 5.2541e-02, -3.6170e-02, -8.5449e-03,\n", + " -5.5921e-03, -3.0417e-02, 1.2495e-02, 4.3075e-02, 2.1870e-02,\n", + " 5.5257e-02, 2.2086e-02, 1.0849e-01, 2.0664e-03, 2.6770e-03,\n", + " -1.7639e-02, 3.0090e-02, 2.7612e-02, 1.7620e-02, 1.1148e-02,\n", + " 8.8009e-03, 5.0295e-02, -1.9110e-02, 7.2534e-02, 5.2390e-02,\n", + " 6.6740e-02, -1.2662e-01, -1.9853e-01, 8.5399e-02, -1.7892e-01,\n", + " 3.9913e-01, -5.4832e-03, 7.6531e-01, -1.6634e-01, 9.4297e-02,\n", + " -1.9521e-01, -1.0406e-01, -1.7094e-01, 6.5702e-02, -2.9591e-01,\n", + " 3.5312e-01, 1.4194e-01, 5.0648e-02, 1.2027e-01, 3.7924e-02,\n", + " -1.1917e-01, -4.7965e-01, 4.4047e-02, -2.6374e-02, 2.2073e-01,\n", + " -5.3977e-02, -1.7584e-01, 4.8521e-01, 2.1894e-01, 1.4986e-01,\n", + " 4.1464e-03, 6.5722e-02, 1.4616e-01, -4.9844e-02, -6.8974e-03,\n", + " -2.8312e-01, -5.7417e-01, -9.2799e-02, -1.4554e-01, -3.8905e-01,\n", + " 2.3642e-01, -5.8813e-02, -1.1237e-01, 1.3307e-01, -3.8011e-02,\n", + " -1.4164e-01, -4.4391e-02, -1.3205e-01, -9.9911e-03, 2.7255e-02,\n", + " -2.7728e-02, 4.6621e-03, -3.8725e-01, 1.7742e-01, 2.1446e-01,\n", + " 3.1606e-01, 1.2446e-01, -8.7867e-03, 6.6143e-02, -5.5724e-01,\n", + " 1.5215e-01, 5.1904e-01, 1.2371e-01, -3.4215e-02, -3.6434e-01,\n", + " -7.3646e-02, -1.3974e-01, 1.4744e-01, -5.5181e-02, -1.6336e-01,\n", + " -8.3859e-03, 1.2114e-01, 2.0644e-01, 3.3841e-01, -8.9701e-02,\n", + " -6.3812e-02, 1.7981e-01, 1.5882e-01, 1.8502e-02, 3.1529e-02,\n", + " -4.1496e-03, -9.2225e-02, 3.1884e-02, 9.3185e-02, -1.5027e-01,\n", + " -1.9594e-01, -2.9305e-02, -4.3637e-01, -1.9229e-01, 8.2728e-02,\n", + " 2.6421e-01, -2.2657e-01, -1.2674e-01, -1.0844e-02, -1.1295e-02,\n", + " 2.1947e-03, 5.3566e-02, 1.6224e-01, 1.4061e-01, 9.1433e-02,\n", + " -2.7725e-02, -1.3336e-01, -1.6402e-01, 8.1144e-03, 1.6365e-01,\n", + " 3.3805e-02, 1.1567e-01, 8.9398e-02, -7.8129e-03, -7.8674e-02,\n", + " -1.2069e-01, 1.2097e-02, 1.9971e-02, 2.3145e-01, 5.1792e-02,\n", + " 4.1265e-01, -7.7811e-02, 1.9249e-01, 2.1463e-01, -3.5297e-01,\n", + " 2.0544e-01, 5.1848e-02, 2.1828e-01, 2.9808e-02, -4.2434e-01,\n", + " -8.1091e-03, -1.2185e-01, -4.8018e-02, 1.8182e-01, -1.8021e-02,\n", + " 8.1570e-03, 3.5845e-02, -9.9781e-02, 9.8045e-02, 1.0515e-02,\n", + " 5.8585e-02, 1.2970e-01, -3.9113e-02, 2.0388e-02, 9.9133e-02,\n", + " 4.1355e-03, -7.0560e-02, -1.0300e-03, -1.1426e-01, -2.2303e-03,\n", + " 7.0617e-02, 1.0825e-01, -3.2928e-02, 3.0130e-03, 1.4302e-01,\n", + " 2.5474e-02, 2.0752e-02, -6.9888e-02, 2.6346e-03, -1.9667e-02,\n", + " 6.8254e-02, 6.9824e-02, -7.5233e-02, -3.2858e-02, -7.6477e-03,\n", + " -9.2041e-02, 1.1518e-01, 1.1256e-02, 1.4313e-01, -5.3999e-02,\n", + " 7.3000e-03, 6.2105e-02, 3.7213e-02, 8.1041e-02, -1.3787e-01,\n", + " 5.5780e-02, 9.5053e-03, -8.1575e-02, -2.1757e-02, -6.3689e-02,\n", + " 2.3786e-02, 2.5164e-02, -1.0112e-01, 3.1668e-02, -3.8108e-03,\n", + " 3.5306e-02, -4.5158e-02, 8.9193e-02, -7.6088e-02, -4.0536e-02,\n", + " -3.5524e-02, -1.2220e-01, 7.1624e-02, 9.4083e-02, 4.6922e-02,\n", + " -5.8193e-03, -5.8785e-02, -1.7030e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.1302e-03, 8.3288e-03, 3.7764e-03, 9.2886e-03, -4.1818e-03,\n", + " -8.0358e-03, 3.5761e-03, 5.2791e-03, -3.3368e-03, 3.7632e-03,\n", + " -1.5047e-02, -2.0337e-04, 5.4255e-04, 1.0059e-02, -3.7468e-03,\n", + " 3.0774e-03, -5.6145e-03, -5.8512e-03, 3.1476e-03, -3.6925e-03,\n", + " -3.6824e-03, -9.4856e-03, -8.8461e-03, 9.3814e-03, -8.3268e-04,\n", + " -8.7729e-06, 7.3185e-03, -1.2624e-03, -7.3559e-03, -7.0218e-04,\n", + " 1.2133e-02, 5.2247e-03, 7.1147e-04, -1.1045e-03, -1.0163e-02,\n", + " 1.6899e-03, -6.4589e-03, 4.5035e-03, -8.3532e-04, -1.3693e-02,\n", + " -6.7875e-04, -1.4988e-03, -5.6895e-03, -4.9859e-04, -5.1949e-03,\n", + " -5.2369e-03, 2.4274e-04, -1.3338e-03, 6.7811e-03, 4.1668e-03,\n", + " 6.2696e-03, 1.1148e-02, -9.6457e-03, 1.2593e-02, -9.0818e-04,\n", + " -6.4721e-03, -4.5739e-04, 7.4203e-03, 6.2956e-03, -3.1220e-03,\n", + " 3.9140e-03, 1.2706e-02, -6.6556e-03, 2.3061e-03, -6.5851e-03,\n", + " 3.6104e-03, -8.9584e-03, -2.0235e-03, -1.1585e-03, 7.3765e-03,\n", + " -1.9621e-03, 8.3438e-03, -3.7611e-03, 7.8270e-03, -3.1439e-03,\n", + " 3.2501e-05, 7.7944e-03, 7.3723e-03, 3.7257e-04, 1.3025e-03,\n", + " -5.0248e-03, 1.2767e-02, 6.4775e-04, 3.0374e-03, 2.4107e-03,\n", + " 6.6254e-04, -1.6845e-03, -9.3327e-03, -3.7502e-03, 1.4687e-03,\n", + " 4.7891e-03, -4.0374e-04, -2.3680e-03, -2.5337e-03, 1.6769e-02,\n", + " 6.1376e-03, -5.8544e-03, -3.0495e-03, 1.0262e-02, 1.2358e-03,\n", + " 5.9900e-04, 2.1606e-03, -4.6924e-03, 1.2841e-03, 8.3675e-03,\n", + " -3.1137e-03, -4.2472e-03, -5.3760e-03, 8.4747e-03, -3.6133e-04,\n", + " -8.0652e-03, -2.4218e-03, 2.0553e-03, -4.0989e-03, -2.7732e-03,\n", + " -1.7795e-03, -3.0304e-03, -1.2412e-02, 7.3258e-03, -9.0168e-03,\n", + " 2.6175e-04, 3.2975e-03, -3.3541e-03, -7.1123e-03, -4.3704e-03,\n", + " 1.6353e-03, -4.8155e-03, 5.7381e-03, 1.3486e-03, 1.9242e-03,\n", + " 2.8553e-03, -1.3435e-03, 4.1447e-03, 8.5664e-03, -3.3285e-03,\n", + " -5.6373e-03, 3.7651e-03, 8.7291e-04, 9.6523e-03, 2.4397e-03,\n", + " -3.5199e-03, -4.2437e-03, -5.7500e-03, 3.3118e-03, -4.8787e-04,\n", + " 5.5366e-03, 1.5445e-04, -4.2360e-03, 8.2384e-03, 6.7028e-03,\n", + " -4.4803e-03, 3.9777e-03, 7.7531e-04, -4.2377e-03, 4.4656e-03,\n", + " -6.9703e-04, 5.9160e-03, 2.5390e-03, -5.2017e-03, -9.4360e-04,\n", + " -4.0294e-03, 1.3683e-03, -6.2375e-03, 3.9049e-03, -2.4717e-03,\n", + " -3.9250e-03, 6.6070e-03, -1.5868e-03, 2.5860e-03, 2.5959e-03,\n", + " -2.5748e-03, 4.7034e-03, 3.0377e-03, -9.9056e-03, -6.4792e-03,\n", + " 2.8331e-03, 6.7968e-03, -8.4656e-04, -2.7791e-03, -4.8440e-03,\n", + " 5.0385e-03, -1.3060e-03, -3.0454e-04, 1.9929e-03, -5.7856e-03,\n", + " -1.7757e-03, -2.9631e-03, 1.1093e-02, 4.0936e-03, 2.6135e-03,\n", + " -3.0115e-03, -1.4701e-03, 3.9772e-03, -9.1698e-03, 1.0290e-03,\n", + " -4.5145e-03, 1.8637e-03, 1.3076e-02, -3.0637e-03, 9.1629e-04,\n", + " -1.0319e-03, 7.4526e-03, 5.5684e-04, 1.4114e-02, -3.1485e-03,\n", + " 5.4861e-05, 7.7189e-03, 5.8066e-03, 1.1663e-03, -1.1941e-02,\n", + " 5.2102e-03, -2.1057e-02, 1.0827e-02, 3.1306e-03, 1.0640e-03,\n", + " 2.2251e-03, -5.2622e-03, 1.3634e-02, 2.5390e-03, -2.3443e-03,\n", + " -3.7504e-03, 3.1144e-03, -2.5482e-03, -3.2639e-03, 6.3506e-04,\n", + " -5.2913e-03, -6.2382e-03, 1.2539e-02, -6.3245e-03, -7.9098e-03,\n", + " -6.6960e-03, 1.9819e-02, 9.6758e-03, -4.0976e-03, 3.3031e-03,\n", + " 1.5807e-03, -4.6316e-04, -2.4124e-02, 7.6012e-03, -6.6087e-03,\n", + " 1.4942e-02, 4.3872e-03, -2.5019e-03, -5.9275e-03, -3.1618e-04,\n", + " 8.4589e-04, -3.0197e-03, -6.9097e-03, 2.9668e-03, 1.6689e-04,\n", + " -1.2891e-02, 5.6164e-03, -9.5172e-03, 2.3087e-03, 3.2720e-04,\n", + " -1.6914e-02, 1.1818e-03, -2.1898e-03, -6.3370e-03, 7.7774e-03,\n", + " 8.0652e-03, 4.5111e-03, -1.2571e-02, 1.3353e-04, -7.6691e-03,\n", + " -2.0226e-03, 6.9852e-03, 8.8881e-03, 1.3188e-03, -2.9915e-03,\n", + " 2.2818e-03, 7.7778e-04, 7.1906e-03, 4.8195e-03, -1.4466e-03,\n", + " -5.4210e-03, -3.4155e-03, -5.4726e-03, 7.0005e-03, 3.6501e-03,\n", + " -1.4743e-03, 4.3023e-03, 7.7081e-05, 6.1213e-03, -1.0957e-03,\n", + " -5.0410e-03, 8.6026e-03, -1.9473e-03, 4.1328e-03, -3.6619e-03,\n", + " 4.2601e-03, -2.4364e-04, 5.9566e-03, 1.0200e-02, -3.9990e-03,\n", + " 5.4388e-04, 2.3225e-03, 3.7459e-03, 5.5977e-03, -4.7886e-03,\n", + " -3.9621e-03, -5.4964e-03, -3.9628e-03, 4.2827e-03, -3.2566e-03,\n", + " 1.5054e-03, -1.0894e-03, 7.4682e-03, -1.0859e-03, 2.4069e-03,\n", + " 7.3260e-03, -2.8343e-03, 2.9442e-03, 2.4487e-03, -3.8532e-03,\n", + " 1.4515e-03, -4.2675e-03, 1.8276e-03, 6.2296e-03, -7.0243e-03,\n", + " 2.8384e-03, 1.7949e-03, -4.9913e-03, 5.4674e-03, 1.5858e-03,\n", + " -2.7833e-03, 2.0097e-03, -4.2470e-04, -6.1039e-04, 7.1432e-03,\n", + " 3.3823e-03, -7.2020e-03, 4.6793e-03, 1.1270e-02, 8.0252e-03,\n", + " -1.4247e-03, -6.0653e-03, -1.2493e-03, 1.6049e-03, -1.9654e-03,\n", + " 2.5375e-03, 4.2491e-03, 2.4943e-03, -3.2281e-03, 5.1710e-03,\n", + " 4.0816e-04, -3.2378e-04, -7.7038e-04, -1.9060e-03, -1.8283e-02,\n", + " 1.7526e-03, 5.3038e-03, 3.0338e-03, -5.9947e-03, -4.8969e-03,\n", + " 3.5227e-03, 2.5542e-04, -1.4685e-03, 4.5048e-03, 3.8025e-03,\n", + " -4.2944e-03, 8.1016e-03, -2.7421e-03, -3.5800e-03, 3.9776e-04,\n", + " -1.3870e-03, 4.7748e-03, 1.7043e-03, 3.2889e-03, 6.8928e-03,\n", + " 3.6414e-03, -3.4847e-03, -3.4538e-03, -4.5311e-03, 2.8151e-03,\n", + " 3.7045e-03, -1.6635e-03, -1.6178e-02, 1.2517e-03, -4.1803e-03,\n", + " -6.0054e-03, 3.1641e-03, 5.4233e-03, 3.9157e-03, 5.1750e-03,\n", + " 5.2185e-03, 6.2142e-03, -1.2196e-02, -4.8407e-03, 1.3436e-02,\n", + " 7.6290e-04, 1.0212e-03, -1.6260e-02, 1.1412e-02, -2.9017e-03,\n", + " 1.3299e-03, -7.9741e-03, 1.5542e-02, 1.3202e-02, 7.7930e-03,\n", + " 2.6094e-03, -4.9780e-03, -6.0236e-04, -5.4971e-03, 1.2049e-03,\n", + " -7.7591e-03, -2.9220e-03, 1.0948e-02, 1.2156e-02, 8.8086e-03,\n", + " 2.7358e-03, 4.4100e-03, 3.4410e-03, 8.7051e-03, -1.6376e-02,\n", + " -1.0408e-03, -6.3309e-03, -6.5444e-06, -3.6561e-03, -2.8637e-03,\n", + " 2.4621e-03, 4.8780e-03, -9.5517e-03, -1.8709e-03, -9.3360e-03,\n", + " -5.5626e-04, 1.2100e-02, -1.6965e-03, -4.5295e-03, 2.4009e-03,\n", + " 3.5705e-03, -2.4740e-04, 9.4846e-04, 1.7978e-02, 1.1255e-02,\n", + " -1.4110e-02, 9.3378e-03, 5.9406e-04, -1.0816e-03, -1.9153e-03,\n", + " -9.9570e-03, -6.4231e-03, 8.3287e-03, -5.2733e-03, -9.2165e-03,\n", + " -7.8980e-03, -5.1210e-03, -4.9115e-03, 3.6627e-03, 5.3480e-03,\n", + " -4.6405e-03, 1.0611e-02, -1.3988e-02, 1.3989e-02, 5.0791e-03,\n", + " 4.7481e-03, -1.4192e-02, 2.1132e-03, 5.6276e-03, 7.6014e-03,\n", + " -7.2236e-03, 6.4161e-03, -1.8278e-04, -8.9497e-04, -1.5053e-02,\n", + " -6.3033e-04, -1.0799e-02, -8.0744e-03, -1.6276e-04, -5.3081e-03,\n", + " -1.0770e-03, 7.9639e-03, 1.0000e-02, -9.9652e-03, 3.5813e-03,\n", + " -1.3652e-03, 1.1154e-03, 3.4591e-03, -1.9861e-03, -1.7278e-04,\n", + " -8.6864e-03, -1.3624e-02, 3.0985e-03, -8.8747e-03, 8.5841e-03,\n", + " 3.5464e-03, 1.0931e-02, -1.5238e-03, 1.9248e-03, -7.4327e-03,\n", + " 4.3876e-03, 3.7819e-03, 1.5111e-03, 6.6869e-03, 2.9391e-03,\n", + " 6.2208e-03, 3.2333e-02, 2.1137e-04, -2.5180e-03, -2.4149e-03,\n", + " -1.0009e-02, -9.5479e-03, 1.6218e-03, 1.0529e-02, 1.4993e-02,\n", + " -4.4120e-03, -1.0896e-03, 1.0645e-03, 1.8548e-03, -7.7204e-03,\n", + " -2.4908e-03, 8.1565e-03, 9.4199e-03, -7.4813e-03, -2.0265e-02,\n", + " -3.8370e-04, -6.3512e-04, -3.5159e-03, 4.5740e-03, 3.7967e-03,\n", + " -4.6607e-03, 1.4347e-03, -1.0851e-02, 1.0144e-02, 7.2111e-03,\n", + " 1.2161e-02, 6.5903e-03, -1.1021e-02, 3.9626e-03, 1.8723e-03,\n", + " -2.8675e-03, 3.4478e-03, 1.3836e-03, -2.3493e-02, -1.4485e-02,\n", + " -1.7388e-03, 1.3186e-03, -2.6020e-03, -9.3740e-03, 8.6373e-03,\n", + " -1.0377e-02, 8.4240e-03, 3.4755e-03, 8.0952e-03, -2.5862e-03,\n", + " -7.9496e-03, 9.6695e-03, -2.0219e-02, 2.0186e-03, -4.0384e-03,\n", + " -1.6687e-03, 6.1062e-03, 1.8790e-02, -5.7767e-03, 3.0407e-03,\n", + " -2.4765e-02, -4.4020e-03, -1.5588e-02, 4.6084e-03, 1.2905e-02,\n", + " 1.6700e-02, -3.4979e-04, 2.8949e-03, 6.3047e-03, 3.4338e-03,\n", + " -1.0748e-02, 5.4402e-03, -1.0429e-02, -2.9999e-03, -3.9143e-03,\n", + " 2.1626e-03, -1.2537e-02, -4.8363e-03, -6.4308e-04, 1.2598e-02,\n", + " 3.5841e-03, 3.4678e-03, -9.8889e-03, -3.6054e-03, -8.6473e-04,\n", + " -6.6963e-03, 4.7846e-03, -1.1669e-03, 1.2587e-02, -4.3402e-03,\n", + " -5.4709e-03, -6.8251e-03, -7.8695e-03, -1.2599e-03, -1.1643e-03,\n", + " 5.2548e-03, 6.2590e-03, 2.7680e-03, -1.6786e-03, 1.8554e-03,\n", + " -1.1359e-02, 1.3039e-03, -4.8453e-04, -3.8449e-03, -1.9607e-03,\n", + " 4.2294e-03, -1.5974e-03, -1.6444e-03, 3.5837e-03, 2.4326e-03,\n", + " 3.4737e-03, 2.6290e-04, 7.7000e-03, -3.4828e-03, 8.1388e-03,\n", + " -9.7263e-03, -4.7892e-03, -4.0172e-04, 7.5825e-03, -1.3446e-03,\n", + " 7.5464e-03, -1.4075e-03, -7.4817e-03, 2.8995e-03, -7.8101e-03,\n", + " -5.9170e-04, 2.2066e-03, 4.9729e-03, 7.4648e-03, -2.4316e-03,\n", + " 2.7751e-03, -1.0411e-02, 2.9722e-03, 1.2497e-03, 2.2138e-03,\n", + " 6.4543e-03, 2.6322e-03, 5.0640e-03, -4.4102e-03, -8.2334e-03,\n", + " -9.0673e-04, 2.1743e-04, 7.5699e-03, 2.3795e-03, -8.4622e-03,\n", + " 9.5279e-03, -2.1709e-03, -1.7924e-03, -7.7583e-03, -1.5809e-03,\n", + " -5.7801e-03, -8.4893e-03, -7.7946e-04, -2.3795e-03, 7.7800e-04,\n", + " -1.7315e-03, -1.4868e-03, 4.0505e-03, 1.4026e-03, 4.0124e-03,\n", + " -1.4545e-02, 7.0829e-03, -6.0565e-03, -2.3267e-03, 7.4206e-03,\n", + " 2.8154e-03, -2.2772e-03, -8.9652e-03, 7.9110e-04, -6.2045e-03,\n", + " -1.6368e-03, -4.4610e-03, 7.6555e-03, -4.4458e-03, -4.9349e-03,\n", + " 9.2547e-03, -3.1462e-03, 5.9065e-03, -3.1377e-03, 2.5414e-03,\n", + " 2.1657e-03, 2.1611e-03, -7.8510e-03, 1.2627e-02, 3.6479e-03,\n", + " 5.7595e-04, -4.5245e-03, 4.8133e-03, -9.7969e-04, 7.2643e-03,\n", + " 2.6739e-03, 6.4362e-03, 6.5354e-03, 3.7420e-03, 4.4758e-03,\n", + " -1.5490e-03, 4.5458e-03, 2.2494e-03, 3.5938e-03, -1.0137e-02,\n", + " -5.3340e-03, 1.0491e-02, 3.2842e-03, -1.1330e-02, 6.4576e-03,\n", + " -7.0191e-03, 5.3850e-03, -4.3149e-03, 5.3758e-03, -3.5054e-03,\n", + " 6.7394e-03, 3.2263e-04, -8.4865e-03, 6.4615e-03, 5.3898e-04,\n", + " 5.9353e-03, 1.2575e-03, -3.1138e-03, 6.9690e-04, 9.3829e-03,\n", + " 7.8740e-03, 1.4360e-03, 5.6550e-03, 9.8997e-03, -5.3634e-03,\n", + " 6.8690e-03, 7.9267e-03, 1.8343e-03, 4.4525e-03, 8.5435e-03,\n", + " -1.0509e-02, -8.7481e-03, -8.5376e-03, 4.9372e-03, 4.4196e-04,\n", + " -6.9548e-04, -4.4598e-03, 4.7291e-03, 8.8131e-03, -3.1288e-03,\n", + " 9.5505e-04, -6.1635e-03, 4.1042e-04, 5.0446e-03, 2.8490e-03,\n", + " -1.1715e-02, 5.7349e-04, 4.3664e-03, -9.7794e-03, -2.5288e-03,\n", + " -7.7175e-04, -4.1753e-03, 1.3881e-03, 2.0221e-03, -1.1649e-02,\n", + " 2.8649e-03, 8.3072e-03, -2.5590e-03, -4.0360e-03, -1.3669e-02,\n", + " 3.5502e-03, 1.0669e-03, -6.0694e-04, -1.4526e-02, -8.3033e-03,\n", + " -3.4418e-03, -1.1725e-02, -1.2696e-02, 1.1830e-02, -2.3799e-03,\n", + " 4.6389e-03, -6.4471e-03, 3.8907e-04], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.2299e-02, -2.6367e-02, 6.0447e-03, 2.2283e-03, 4.9795e-02,\n", + " -2.6057e-02, -4.1140e-02, 7.3834e-03, 3.7393e-03, 4.1572e-03,\n", + " -7.2408e-03, 1.7293e-02, -9.9946e-03, -2.4248e-02, -1.0810e-02,\n", + " -5.4682e-03, 1.5715e-02, -3.3484e-02, -4.0313e-02, -2.1808e-02,\n", + " -2.2321e-03, -4.2111e-02, -8.2884e-02, 2.2820e-02, -6.0114e-02,\n", + " -1.2119e-02, -2.1905e-02, -1.7609e-02, -4.6987e-03, -7.8206e-03,\n", + " -5.8907e-03, -1.1677e-02, 2.4826e-02, -3.2271e-02, 2.8491e-02,\n", + " -3.4578e-02, 1.9115e-02, -2.2898e-02, 3.8614e-02, -1.2430e-02,\n", + " 5.8304e-02, -3.3160e-02, 3.4545e-02, 1.7082e-02, -1.8707e-03,\n", + " -2.3045e-02, -2.1621e-02, 1.6515e-02, -3.5190e-02, 5.5340e-02,\n", + " -2.0109e-02, 4.5303e-02, 2.2088e-02, -4.6221e-02, 4.4516e-02,\n", + " -1.7678e-03, -1.6376e-02, 1.1652e-02, 3.1227e-02, 4.8573e-02,\n", + " 3.7540e-03, -1.9776e-02, -2.0442e-02, 2.9682e-02, 3.0170e-02,\n", + " -6.3252e-02, -3.3656e-04, -1.0758e-03, -2.4733e-02, -3.6214e-02,\n", + " 2.0490e-02, 6.1019e-02, 9.2092e-03, -1.0230e-02, 2.0029e-02,\n", + " 1.4732e-02, -1.4377e-02, 7.3691e-03, 7.9386e-03, 7.0808e-03,\n", + " -6.7272e-03, -1.3726e-02, 1.7939e-02, 3.5181e-02, -1.3306e-03,\n", + " -2.7951e-03, -1.0222e-02, 4.5112e-02, 1.9769e-02, 2.6334e-02,\n", + " 1.3393e-02, 1.2038e-03, -1.0152e-02, -1.1008e-02, -1.1050e-02,\n", + " 2.9037e-02, 5.4345e-03, 9.1334e-03, -6.0438e-02, 5.3236e-03,\n", + " -4.1544e-02, 3.3784e-02, -2.0124e-02, 2.3379e-02, -4.8836e-03,\n", + " 2.7771e-02, 8.5119e-03, -2.6334e-02, 1.9451e-02, -1.9259e-02,\n", + " -1.4547e-02, -1.5886e-02, -2.0019e-02, -1.4513e-02, 2.0345e-02,\n", + " -1.0771e-03, -7.3814e-03, -7.6110e-03, -1.4858e-02, 1.3192e-02,\n", + " 3.1926e-03, 9.7025e-03, 2.0772e-02, 2.0624e-02, -2.1204e-02,\n", + " 2.0259e-02, 2.3221e-02, -1.3380e-02, 5.2961e-03, -4.5727e-02,\n", + " -3.2335e-02, 1.2752e-02, -2.1655e-02, 8.4878e-03, -1.0461e-02,\n", + " -8.1323e-03, -2.2254e-03, 2.3296e-02, -3.1245e-02, -1.5255e-02,\n", + " -1.3938e-03, -2.1520e-03, 2.5842e-02, 7.0877e-03, -2.5437e-02,\n", + " 1.9478e-02, 2.1854e-02, 2.1544e-02, 1.5807e-02, -2.7663e-02,\n", + " -7.8710e-03, -1.0028e-02, -1.9198e-02, -1.4362e-02, 1.0178e-02,\n", + " 2.2768e-02, 1.5823e-02, 9.4488e-03, 2.3018e-02, 2.4629e-02,\n", + " 1.2725e-03, -8.8380e-03, -3.3185e-03, 2.0701e-02, 1.6012e-02,\n", + " 4.0784e-02, -9.2876e-03, 1.8457e-02, 6.1047e-03, -2.6329e-02,\n", + " -3.0907e-02, -3.3820e-02, 2.7721e-02, 8.6545e-03, 3.4921e-02,\n", + " 2.4615e-02, -3.5041e-02, -3.6652e-02, -8.0920e-03, -4.0076e-03,\n", + " 1.1025e-02, 1.4719e-02, -1.0178e-02, -6.7462e-03, 6.1475e-03,\n", + " 1.0690e-02, 3.3948e-02, 4.0691e-03, 1.5484e-02, 1.4852e-02,\n", + " -4.8426e-02, -1.2340e-02, -3.9973e-02, -5.8563e-02, -5.6882e-04,\n", + " -2.8260e-02, -4.1899e-02, 4.3900e-02, -2.2101e-02, -5.5254e-02,\n", + " 2.7403e-02, -1.2817e-02, -6.1388e-02, 3.1872e-02, 1.9924e-02,\n", + " 1.1601e-01, -4.9726e-02, 1.6305e-02, 8.3564e-03, -8.9821e-02,\n", + " 3.2523e-02, 5.5320e-04, 6.9919e-03, -4.2199e-02, 5.1612e-02,\n", + " -6.2525e-02, 8.1582e-02, 7.6495e-02, -2.6047e-02, 1.1794e-02,\n", + " -1.0404e-01, -2.7543e-02, 1.1203e-02, 1.6688e-02, 6.5550e-03,\n", + " -7.1559e-02, -3.7918e-02, 3.8551e-02, -1.3580e-03, 1.0540e-01,\n", + " 5.0308e-02, 5.0287e-02, -1.7629e-01, -8.1310e-03, -8.8743e-02,\n", + " 2.5511e-03, 4.9779e-02, -5.7165e-03, -9.5855e-02, 5.7614e-02,\n", + " 5.0306e-03, 1.1981e-01, -1.1059e-01, -3.1255e-02, -3.6411e-02,\n", + " 5.1931e-02, 7.2463e-02, 1.0570e-02, -6.8177e-02, -6.1226e-03,\n", + " -5.7269e-02, -7.7891e-03, 9.8154e-03, -1.2198e-01, 1.5314e-02,\n", + " -3.7611e-02, -3.1364e-03, -3.5201e-02, -3.5163e-03, -1.3749e-02,\n", + " -1.3749e-02, 8.1568e-03, 5.4526e-03, 1.1254e-02, 1.9219e-02,\n", + " -1.9473e-02, 5.6050e-04, -2.3288e-02, -2.0189e-02, 4.6020e-03,\n", + " -3.5094e-02, 1.6741e-03, 1.8203e-02, 1.8319e-02, 3.8532e-02,\n", + " 4.7514e-02, -3.6065e-02, 3.4001e-02, 2.3714e-02, 1.3223e-02,\n", + " -3.5889e-02, -1.6353e-02, 1.4993e-02, 4.1764e-02, -9.2005e-03,\n", + " -3.2008e-03, -3.6946e-02, 3.1888e-03, 2.0773e-02, 2.4452e-02,\n", + " -1.3674e-02, 1.9615e-02, -3.4809e-02, 9.5632e-03, -1.3561e-02,\n", + " 3.9977e-02, 2.4728e-02, 2.9580e-02, -2.1571e-02, 6.2634e-03,\n", + " -1.5969e-02, -1.0577e-02, 2.2131e-02, 2.7542e-02, -1.2137e-02,\n", + " -2.9295e-02, 1.8271e-02, -4.6944e-03, 1.0230e-02, -2.9445e-03,\n", + " -3.8199e-02, -1.8466e-02, -2.4100e-03, 5.4344e-03, 3.4232e-03,\n", + " -8.1761e-03, -2.2172e-02, -3.5269e-02, -1.1428e-02, 5.6232e-02,\n", + " 4.9590e-02, 5.0683e-03, 4.1592e-03, -8.2871e-03, 3.3098e-03,\n", + " 7.8449e-03, -1.6449e-02, 1.7421e-02, 2.0385e-02, 2.4047e-02,\n", + " -1.7413e-02, 1.5921e-02, 1.8624e-02, 1.9648e-02, -1.3769e-02,\n", + " 9.9861e-03, -1.0944e-03, -1.6762e-02, -1.1414e-02, -1.5386e-02,\n", + " -1.4050e-02, 8.4930e-03, 1.6846e-03, 8.2454e-03, -2.8057e-04,\n", + " 1.1073e-02, -2.7322e-03, -2.1658e-02, -9.7672e-04, 2.0676e-02,\n", + " -9.0476e-03, -1.2272e-02, -1.6939e-02, 1.8321e-05, 5.2752e-02,\n", + " 1.6281e-02, 2.2557e-03, -4.6928e-03, -2.8436e-02, 2.1427e-02,\n", + " -1.8507e-02, -2.5014e-02, 4.9651e-03, -2.3305e-03, -4.3125e-02,\n", + " -8.9003e-03, -1.2526e-02, -2.4863e-03, -2.3802e-02, 1.2116e-02,\n", + " 3.8443e-03, 2.6368e-03, 3.0709e-02, 8.5294e-03, 1.0057e-02,\n", + " 2.2089e-04, -1.1063e-02, -4.5478e-03, 3.7331e-02, -2.5968e-02,\n", + " 2.4441e-02, -1.6876e-02, 6.4540e-03, 4.7686e-03, -1.1398e-02,\n", + " -5.1747e-03, -8.1591e-02, 2.9000e-02, 1.2851e-02, -1.3771e-02,\n", + " -6.8794e-02, 3.0193e-02, -3.7804e-03, 1.9550e-02, -2.5658e-02,\n", + " -9.3446e-03, -2.8750e-02, -3.0803e-02, 4.4550e-03, 3.7309e-02,\n", + " 2.2961e-02, 1.8816e-02, 5.6224e-02, 1.3746e-02, 4.4757e-02,\n", + " 2.5148e-04, -9.0258e-03, -1.5699e-02, 1.6904e-02, 6.5660e-02,\n", + " -8.8467e-04, 6.6148e-03, -1.4283e-03, -2.8584e-02, 3.7046e-02,\n", + " 3.5598e-02, 5.6849e-02, 2.2077e-03, 3.4387e-02, -4.3467e-02,\n", + " -4.4730e-02, 4.6105e-02, 6.6142e-02, 6.1135e-02, -6.0494e-03,\n", + " -3.5220e-02, 8.7637e-02, 2.0479e-02, 1.7422e-02, 4.5843e-03,\n", + " -2.5563e-02, -3.3276e-03, -1.2298e-02, 5.6015e-02, -2.1853e-02,\n", + " 4.4572e-02, -7.2469e-02, -8.2292e-03, 3.1514e-02, -1.7087e-02,\n", + " -1.6349e-02, -4.8072e-02, -1.2006e-02, 1.4473e-02, 5.1638e-02,\n", + " -7.7877e-02, -2.3963e-01, -3.1920e-02, -1.4294e-02, 4.1624e-02,\n", + " -2.2896e-02, -2.6133e-02, 7.2512e-03, 2.4202e-02, -3.6245e-02,\n", + " 2.2548e-02, 2.8968e-02, -4.5986e-02, 3.4617e-02, -9.8823e-03,\n", + " -1.9043e-02, 2.2954e-02, 7.6192e-02, 1.6216e-02, -1.8726e-02,\n", + " -1.4333e-02, 1.0262e-02, -2.0601e-02, 6.0842e-02, -8.2446e-03,\n", + " -7.1374e-02, -1.1112e-02, 1.9850e-02, 3.8210e-02, -4.3007e-02,\n", + " 1.8476e-02, -7.7458e-03, -9.5591e-03, 1.6103e-02, 4.8699e-02,\n", + " -7.6612e-02, -1.7848e-02, 2.1309e-02, 2.7335e-02, -5.1940e-02,\n", + " -2.8181e-03, -4.2079e-03, 4.7544e-02, 1.3033e-02, -1.6478e-02,\n", + " 1.0937e-02, -5.7132e-03, 3.8025e-02, -4.5309e-03, 1.9538e-02,\n", + " 4.0640e-02, 4.3414e-02, 2.8984e-03, 2.3042e-02, -2.1066e-02,\n", + " 1.9655e-02, 3.3952e-02, -5.4006e-03, 1.1982e-02, -1.2347e-02,\n", + " 4.9834e-02, 3.4514e-02, -1.2949e-02, -4.8296e-02, -7.7759e-03,\n", + " 1.6666e-02, -3.2815e-03, -1.6735e-02, 1.8327e-02, -6.0400e-04,\n", + " 3.4366e-02, -2.1058e-02, 5.3747e-02, 9.4805e-02, -3.0550e-03,\n", + " 6.0545e-03, -2.4723e-03, 1.9174e-02, -8.1860e-02, -6.5610e-03,\n", + " 3.5513e-02, -1.0977e-03, 2.6217e-02, 3.0029e-02, 6.7290e-03,\n", + " -1.6525e-02, -8.8000e-02, -1.5388e-01, 2.0500e-02, -1.2735e-02,\n", + " 1.9180e-02, 7.8665e-03, -6.7336e-03, 1.0310e-02, 2.9901e-02,\n", + " 2.3626e-02, -4.5601e-02, -1.4132e-02, 8.7256e-02, 1.8397e-02,\n", + " 7.0418e-03, -1.8900e-03, 1.1786e-01, -9.0956e-03, -2.5941e-02,\n", + " 3.8710e-02, -7.2845e-03, -2.0759e-03, -2.8251e-02, -6.1092e-03,\n", + " 1.9707e-02, 2.5508e-03, 2.3336e-02, -5.2097e-03, 2.2738e-02,\n", + " 1.8183e-02, 2.4673e-02, -9.7911e-03, 2.1014e-02, -1.0311e-02,\n", + " 3.5164e-02, -6.2241e-03, -1.4077e-01, 2.1790e-02, 4.2409e-03,\n", + " 1.4800e-02, 2.2960e-03, 2.0558e-02, 1.0431e-02, -1.2270e-02,\n", + " 4.3609e-02, 2.0709e-02, -6.9609e-02, -8.1132e-02, -8.4682e-02,\n", + " -2.9434e-02, -1.4355e-01, -1.5126e-02, 2.9518e-02, -1.1384e-01,\n", + " -1.6683e-02, -9.8539e-02, -2.2149e-02, 5.1461e-02, 5.8523e-02,\n", + " -1.5309e-01, -1.4919e-02, 3.5592e-03, -5.1674e-02, 4.2507e-02,\n", + " 9.7244e-02, 9.7473e-03, 2.8738e-02, -8.9230e-03, -9.8830e-02,\n", + " 7.7710e-03, 3.5607e-02, 8.0602e-02, 7.1595e-02, 2.9805e-02,\n", + " -4.4460e-02, 2.5833e-02, 2.6351e-02, 4.1435e-03, 2.5592e-01,\n", + " 3.1922e-02, -5.3518e-02, 3.4014e-02, -2.1606e-01, -6.1330e-02,\n", + " -5.0663e-02, -1.1274e-02, -4.2331e-03, -1.0860e-02, 4.3373e-02,\n", + " -8.3659e-02, -5.0398e-02, -2.0691e-02, -1.3180e-02, -2.6989e-02,\n", + " 6.2227e-02, 5.1282e-02, 7.7988e-02, -1.6864e-02, -6.7923e-02,\n", + " -7.8919e-02, -1.7750e-02, 2.7830e-02, 3.9274e-02, 2.2867e-02,\n", + " 2.1030e-02, -2.2316e-02, -4.6299e-03, -1.1694e-02, -3.2891e-02,\n", + " -2.8493e-02, 8.4015e-03, 2.3036e-02, -3.0386e-03, -4.8378e-02,\n", + " 9.9557e-03, 9.6439e-04, 5.3331e-02, -3.7254e-03, -2.2312e-02,\n", + " 4.0513e-03, -2.5879e-02, -9.1014e-03, -2.0190e-02, -1.2775e-02,\n", + " 1.9315e-02, 1.0687e-02, 1.5014e-02, 3.6512e-02, -1.1713e-02,\n", + " -5.2126e-02, -8.6976e-04, -1.0995e-02, -5.7366e-02, 2.6705e-02,\n", + " -4.5372e-03, 1.5001e-02, 3.8321e-02, -3.5469e-02, -1.6535e-02,\n", + " -6.0002e-02, 4.1784e-02, -6.3892e-03, 3.7532e-02, 1.6330e-02,\n", + " -3.4147e-02, -1.1365e-02, 2.4485e-02, 4.9513e-02, -1.5101e-02,\n", + " 3.4222e-02, -1.3525e-02, 1.0752e-02, -1.0896e-02, -4.4762e-02,\n", + " -3.6113e-02, 7.9229e-03, 5.5873e-02, -2.0338e-03, 2.5597e-02,\n", + " -5.1385e-02, 8.9843e-03, 6.2625e-02, -1.2141e-03, -2.1407e-02,\n", + " 2.7776e-03, -3.4962e-03, -2.0886e-02, -2.2423e-02, 9.7180e-03,\n", + " 6.3014e-03, -1.8907e-02, -1.0427e-02, 1.1548e-02, -8.8326e-04,\n", + " 1.3924e-03, -5.0359e-03, 2.1305e-02, -2.1989e-02, 2.1543e-02,\n", + " -2.3430e-03, -9.7738e-04, 1.7061e-02, -5.0949e-03, -1.4141e-02,\n", + " -3.0202e-03, 1.6349e-02, 1.5002e-02, -3.1997e-02, 1.3311e-02,\n", + " 1.2690e-01, -4.4591e-02, -3.4404e-03, 6.2991e-02, 4.5215e-03,\n", + " 1.5560e-02, 3.1768e-02, -1.5103e-02, -2.0088e-02, 1.6693e-02,\n", + " -1.3721e-02, -2.8177e-02, -9.0486e-03, 1.8221e-02, 3.9827e-02,\n", + " -5.5550e-02, 1.7972e-02, -1.0785e-02, -1.7799e-02, -2.9102e-03,\n", + " -7.6985e-03, -2.3899e-02, 1.0650e-02, -1.9104e-03, -1.5920e-02,\n", + " 2.2434e-02, 1.6145e-02, 1.9242e-02, -4.7098e-03, 1.7613e-02,\n", + " 9.6937e-03, -8.3046e-02, 1.3067e-02, -2.3601e-03, 2.8663e-02,\n", + " 1.4150e-02, -5.6467e-03, 9.9477e-03, -1.0502e-02, 5.4545e-03,\n", + " 1.1272e-02, -1.5929e-02, -2.7044e-02, -1.0705e-02, 1.9881e-02,\n", + " -1.0167e-02, -1.6105e-02, -1.9589e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.4578e-02, 5.0511e-02, -6.8908e-02, -9.6279e-03, 8.6479e-03,\n", + " -5.1858e-02, -3.5535e-02, -6.3147e-02, 2.5675e-02, -3.3494e-02,\n", + " 1.9736e-02, -1.8779e-02, 5.7686e-02, -4.9109e-02, -5.7644e-02,\n", + " -1.1658e-02, -2.9885e-02, 9.4720e-04, -6.5287e-02, 4.3729e-02,\n", + " -6.6305e-02, 1.0682e-02, -4.5261e-02, 1.1219e-02, 3.4694e-02,\n", + " -3.7734e-02, -1.1385e-01, -6.8868e-02, 1.8240e-01, -2.6260e-02,\n", + " -3.0932e-03, 3.0622e-02, -6.5912e-02, -7.9868e-03, 1.6600e-02,\n", + " 3.8526e-02, 2.8402e-02, 1.8586e-03, 1.9479e-02, 6.6594e-02,\n", + " -1.7092e-02, -1.3248e-02, 9.3206e-02, 1.0075e-02, 4.0507e-02,\n", + " -3.5256e-02, 2.5725e-02, -4.9262e-02, 6.7931e-02, 2.0545e-02,\n", + " 1.0578e-01, -7.0147e-04, -1.0848e-01, 5.9003e-02, 1.6285e-02,\n", + " -3.5881e-02, 5.5070e-02, -7.4909e-02, -5.5673e-02, 3.0501e-02,\n", + " -7.1883e-02, 6.4878e-02, -7.8643e-02, -3.2429e-02, 1.9860e-02,\n", + " -1.1668e-02, -3.9158e-02, 5.0506e-02, -3.9235e-02, 2.1725e-02,\n", + " 7.0619e-02, -2.0162e-02, -4.1833e-02, 1.1306e-01, -8.4074e-02,\n", + " 8.9877e-02, -6.3786e-02, -6.1886e-02, -2.8581e-02, -8.9214e-02,\n", + " -7.7227e-02, 1.4581e-02, -2.3004e-03, -3.1740e-02, 3.7133e-02,\n", + " 9.5641e-02, -8.5445e-02, 1.0434e-01, 1.5207e-02, -4.5802e-02,\n", + " 7.7261e-02, -2.9115e-02, -1.5408e-01, -2.1505e-02, -4.7861e-03,\n", + " 4.7817e-02, 5.6556e-03, -2.2699e-03, -4.3931e-02, -1.7476e-02,\n", + " 7.5618e-02, -4.1800e-02, 2.7486e-02, 7.7542e-02, 9.5427e-02,\n", + " -3.0486e-02, -1.1847e-01, 2.1911e-02, 4.1940e-02, 5.1217e-02,\n", + " -3.6692e-02, 1.1423e-02, -7.3405e-03, 4.1624e-02, 6.0775e-02,\n", + " -5.8090e-02, -3.6631e-02, -7.1071e-03, -5.3239e-02, 2.9959e-02,\n", + " -5.8497e-02, -5.7950e-02, 2.1623e-02, -1.1494e-01, -3.0187e-02,\n", + " 4.5352e-02, -1.5585e-02, -9.3303e-02, 3.1678e-03, -2.1818e-02,\n", + " 1.0442e-02, -1.1039e-01, -5.8945e-02, 2.9058e-02, -3.8107e-02,\n", + " -3.5145e-02, -2.2938e-02, -9.2678e-02, -2.7075e-02, 5.3416e-02,\n", + " 1.2700e-01, -1.4081e-02, -2.8807e-02, 2.4830e-02, -2.1511e-02,\n", + " 2.3583e-02, 6.0056e-02, 8.2511e-02, -7.0251e-02, -2.4983e-02,\n", + " 2.8887e-02, -2.5124e-02, 1.3311e-02, -2.0021e-02, 3.1304e-02,\n", + " -8.5807e-02, -5.7669e-02, 2.4945e-02, -1.6177e-02, -4.9407e-02,\n", + " -3.5859e-02, 1.6217e-02, 9.0022e-02, 2.2880e-02, 4.6763e-02,\n", + " 4.4419e-02, -6.0377e-02, -4.7926e-02, -1.2443e-01, 3.6229e-03,\n", + " 1.8132e-02, 6.6452e-02, 1.4037e-02, -1.6331e-02, -1.1329e-02,\n", + " 8.4571e-02, -4.4872e-02, -7.4273e-02, -3.4837e-02, 2.8140e-02,\n", + " 1.4246e-01, -2.9606e-02, -6.7629e-02, -1.7606e-02, -2.4591e-02,\n", + " 2.4645e-02, -8.9900e-02, -7.0505e-03, -6.9583e-03, 1.2739e-03,\n", + " 7.1222e-02, 1.7658e-02, -1.0881e-01, 1.6503e-02, 5.7598e-02,\n", + " -3.3600e-02, 2.9336e-02, -4.1844e-02, -3.1206e-02, -7.5020e-02,\n", + " 3.0974e-02, -9.4930e-02, -5.1098e-03, 7.0990e-02, 8.3939e-02,\n", + " 3.6935e-03, 2.7375e-02, -2.5401e-02, -5.8768e-02, 5.4717e-02,\n", + " 3.7554e-02, 1.2396e-01, -7.8662e-02, -1.2683e-02, -8.7514e-02,\n", + " 8.0383e-02, 3.2949e-02, 5.5452e-02, 2.6038e-02, 6.7109e-02,\n", + " 7.8567e-03, -4.8984e-02, -7.6618e-02, 6.6398e-02, 4.7900e-02,\n", + " -8.3999e-02, 2.8516e-02, 4.5123e-02, -2.7835e-02, 6.5076e-03,\n", + " 4.8228e-02, -4.1790e-03, -9.3680e-02, 3.6670e-02, -3.2465e-02,\n", + " 5.5496e-02, -4.6320e-02, -6.6367e-03, -3.2869e-02, 3.6526e-02,\n", + " -5.0594e-03, -5.8102e-02, 1.5682e-01, -1.0111e-01, 7.9125e-02,\n", + " 6.1713e-02, -5.3731e-02, -2.4562e-02, 7.7775e-03, -2.1732e-02,\n", + " 2.6613e-02, -1.6021e-01, 3.9763e-03, -7.7463e-02, -8.0879e-02,\n", + " 8.2168e-02, 4.6569e-02, 7.8040e-02, -3.3746e-02, -5.6778e-02,\n", + " -1.1840e-02, -7.3115e-02, 1.7688e-02, 3.5143e-02, -1.1684e-01,\n", + " 6.5141e-02, 6.4736e-02, -3.8686e-02, -5.7529e-02, -4.7193e-02,\n", + " -7.7642e-02, -1.7592e-02, -4.1758e-02, 9.3316e-03, -1.2701e-02,\n", + " -5.4243e-03, 3.3596e-02, 2.6004e-02, -2.5457e-02, -6.0741e-02,\n", + " 2.4781e-02, -7.5852e-02, -3.3704e-02, 1.4708e-01, 3.0936e-02,\n", + " 4.5588e-02, -9.2661e-02, 6.7290e-02, 3.7958e-02, -7.1119e-02,\n", + " -3.7467e-02, -7.3489e-02, 6.4114e-02, 3.0491e-03, 8.7380e-04,\n", + " -1.7012e-02, 4.6758e-02, -1.2593e-02, 4.0421e-03, -4.1298e-02,\n", + " -1.7619e-02, -7.4921e-03, 5.7175e-02, -6.2310e-03, -1.6212e-01,\n", + " 8.5179e-02, 4.7564e-02, -1.0077e-03, 6.4548e-01, -4.3875e-02,\n", + " 1.1579e-02, -3.6563e-02, -6.6649e-03, -5.3211e-02, -2.1227e-02,\n", + " -2.5636e-02, -3.7652e-02, -7.9245e-02, 9.9556e-02, -9.0043e-02,\n", + " 3.8389e-02, 4.2622e-03, 5.6319e-02, 4.1060e-02, -2.2288e-02,\n", + " 6.3179e-02, -1.4952e-01, -1.1860e-03, 1.7443e-02, -6.3258e-02,\n", + " 9.9497e-02, -5.0709e-02, 7.6648e-02, -8.4598e-02, 1.5326e-01,\n", + " 5.1550e-02, 8.7317e-02, -1.5878e-02, -8.2778e-02, -6.2912e-02,\n", + " -3.0271e-02, 3.0919e-02, -1.1277e-01, -2.4009e-02, -2.4440e-03,\n", + " -3.4408e-03, -3.2376e-02, -7.9006e-03, 3.3287e-02, -6.1146e-03,\n", + " 6.2806e-02, 3.9894e-02, -3.6993e-02, 2.7163e-02, -1.5087e-02,\n", + " 4.1039e-03, -1.4492e-02, 1.9741e-04, 7.0495e-02, -3.5320e-02,\n", + " -6.1017e-02, 1.1243e-02, -4.0216e-02, 4.2701e-02, -3.5735e-02,\n", + " 1.7713e-02, 6.8362e-02, -2.0039e-02, -5.8745e-02, 4.6663e-03,\n", + " 7.4593e-02, -3.8464e-02, 3.2271e-02, 2.4718e-02, 4.6618e-03,\n", + " -3.9111e-04, -4.8578e-03, 2.3779e-03, 7.5503e-02, -6.3449e-02,\n", + " -3.5555e-02, 2.2189e-01, 9.9143e-02, 7.7582e-02, -2.8714e-02,\n", + " 3.4316e-02, 8.5470e-02, 5.9932e-02, 7.9361e-02, 3.5441e-03,\n", + " 7.2703e-03, 4.9419e-04, -4.4187e-02, 7.3914e-02, 2.6357e-02,\n", + " -8.6495e-02, 1.3624e-01, 2.4265e-02, -1.5150e-02, 3.7040e-02,\n", + " -4.8415e-02, 5.8911e-02, -1.3657e-01, -3.9960e-02, -5.4069e-04,\n", + " 6.2952e-02, 2.6462e-02, -3.1714e-02, 7.8920e-03, 5.2236e-02,\n", + " 3.8680e-02, 3.2994e-02, 4.0667e-02, 6.7528e-05, -6.6856e-04,\n", + " 5.4397e-02, -7.8115e-02, -5.2359e-02, 4.3619e-02, 1.0659e-03,\n", + " -8.6306e-04, 5.5881e-02, -3.5918e-02, 1.1723e-01, -1.3541e-02,\n", + " 9.0333e-04, 8.4520e-03, 2.0957e-02, 4.1977e-02, -1.2166e-03,\n", + " -6.4597e-02, 2.3944e-02, 5.6483e-02, -1.1565e-01, 4.0474e-02,\n", + " 2.4641e-02, -5.3615e-02, 4.3786e-02, -2.7870e-02, -2.2432e-02,\n", + " -4.0537e-02, -2.0788e-03, -4.3421e-02, 2.3186e-03, 2.0491e-02,\n", + " 3.5279e-02, 3.3340e-02, 1.0701e-01, -8.4434e-03, 3.0521e-02,\n", + " -7.4863e-02, 1.3370e-02, -6.6574e-02, -1.2657e-02, 1.9653e-02,\n", + " -4.3188e-02, 4.3777e-02, 2.3486e-02, 6.2949e-02, -7.7528e-03,\n", + " -7.4373e-02, 7.4555e-02, 4.7409e-02, -6.5177e-02, -2.9883e-02,\n", + " -8.6657e-02, -1.0243e-01, -1.8153e-02, 2.6155e-02, 1.4144e-01,\n", + " 2.7440e-02, 6.9396e-02, -5.2212e-03, -4.2343e-02, 1.2134e-01,\n", + " 2.4320e-02, -9.4093e-03, 8.0996e-03, 4.7630e-04, -3.9164e-02,\n", + " 3.1741e-02, 1.0721e-01, 7.1610e-03, 3.7497e-02, 3.0498e-02,\n", + " -2.4046e-02, -5.5028e-02, 5.7012e-02, -3.7875e-02, -9.9769e-02,\n", + " 5.5580e-03, -4.1575e-02, 1.6190e-02, 1.4083e-03, 9.5304e-02,\n", + " -1.5768e-03, 1.1316e-01, -4.0348e-02, -1.0600e-01, 1.6626e-02,\n", + " 7.0695e-03, -4.7526e-02, 1.0149e-02, 8.3472e-02, 1.1190e-01,\n", + " -4.0908e-02, 4.6374e-02, 8.0253e-02, 1.1143e-01, -4.5841e-02,\n", + " 1.3492e-01, -5.7379e-02, 2.7314e-02, 1.5332e-02, 1.9288e-02,\n", + " -4.4661e-02, 5.0577e-02, 4.3391e-03, 4.6164e-02, 9.1339e-02,\n", + " -7.0876e-02, 1.4182e-02, 6.9297e-02, 2.5107e-02, 1.1028e-02,\n", + " 1.1613e-02, -2.3474e-02, 5.2265e-02, -8.3276e-02, -5.3834e-02,\n", + " 2.0681e-02, -4.4166e-02, -7.8381e-02, -1.0387e-01, 6.1494e-02,\n", + " -1.0916e-03, -1.0033e-01, -5.9673e-03, -1.2240e-01, 7.2777e-02,\n", + " -1.3664e-03, -2.1094e-02, 5.3261e-02, 3.9425e-02, 7.4221e-02,\n", + " -1.0072e-01, -5.2677e-03, 7.9972e-03, -1.0101e-01, 9.7247e-03,\n", + " 5.5794e-02, 5.6504e-03, 6.9240e-02, -1.9926e-02, 2.8815e-02,\n", + " 2.9216e-03, 3.9610e-02, -3.8277e-02, -6.3773e-04, 4.7707e-02,\n", + " 2.9635e-02, -1.7754e-02, -1.4412e-02, 2.1079e-02, -6.5434e-02,\n", + " 1.3963e-02, -3.9299e-02, -9.8476e-02, -3.1367e-02, 6.4941e-02,\n", + " 4.9521e-02, -3.4118e-02, -1.1359e-01, 6.3753e-02, 1.1327e-01,\n", + " 9.6434e-02, -2.0002e-02, 1.3592e-01, -5.7111e-02, 5.4583e-02,\n", + " 4.1030e-02, -3.1982e-02, -1.4250e-01, 2.9209e-03, 2.8458e-02,\n", + " -6.5953e-02, -8.2555e-02, 3.8716e-02, 4.6521e-02, -1.3202e-01,\n", + " -2.0601e-02, -3.0716e-02, -7.8835e-03, 1.1429e-01, 1.9816e-02,\n", + " -3.5246e-02, 4.1230e-03, -1.2560e-02, -2.3459e-02, 3.2273e-02,\n", + " -1.0036e-01, 2.8796e-02, -9.8177e-03, -3.3467e-02, -1.5711e-02,\n", + " -2.2253e-02, 5.2515e-02, 5.8488e-02, 2.6783e-02, -8.9727e-02,\n", + " 2.2690e-03, 3.5415e-02, 9.4395e-02, 1.0781e-01, 7.2728e-02,\n", + " 2.0170e-02, 6.9750e-02, 8.3771e-02, -2.3631e-02, 3.4260e-02,\n", + " -1.1197e-01, -1.6004e-02, 1.0702e-03, 1.0086e-02, 5.8172e-02,\n", + " -3.3162e-02, -7.7963e-02, 4.7717e-02, -8.1169e-02, 4.0368e-02,\n", + " -8.1358e-02, 5.6003e-02, -1.2977e-02, -2.1311e-02, -1.3564e-02,\n", + " 2.3265e-03, 4.1486e-02, -6.4469e-03, -7.5590e-02, -2.8563e-02,\n", + " -2.4962e-02, -2.4490e-02, 9.6827e-02, 5.2611e-02, -8.8839e-04,\n", + " 1.2166e-01, 1.0377e-02, 1.8699e-02, 3.7634e-02, -4.4151e-02,\n", + " 5.9885e-03, -4.9503e-02, 5.0008e-03, 7.5156e-03, -1.3069e-02,\n", + " 8.4939e-02, -1.4025e-02, 2.3019e-02, -2.3995e-02, 3.9396e-02,\n", + " -1.8565e-02, -6.2489e-02, -8.8125e-02, -2.5595e-03, -3.5875e-02,\n", + " -6.1910e-03, 4.1591e-02, 8.2742e-04, -7.3422e-02, -1.0874e-01,\n", + " -9.8309e-02, -7.3192e-02, 1.9531e-02, -3.2941e-02, -2.6022e-02,\n", + " 6.1804e-02, -6.8107e-02, -4.1176e-02, 4.6871e-02, -1.7228e-02,\n", + " 4.4314e-03, 4.1636e-02, -8.0972e-02, 2.5002e-02, -2.5467e-02,\n", + " -1.2325e-02, -2.2053e-02, -6.6179e-02, 7.7994e-03, 3.9427e-02,\n", + " 2.0380e-02, 4.1481e-02, 5.1393e-02, 2.2905e-02, 8.8838e-04,\n", + " -5.3705e-02, -1.8338e-03, -4.4247e-03, 2.4446e-02, -1.2022e-02,\n", + " -4.6568e-02, -8.5222e-03, 8.3215e-02, -3.6686e-04, -1.0893e-01,\n", + " -6.4653e-03, 8.3765e-02, 1.0889e-02, -5.4431e-02, -5.5643e-02,\n", + " 2.9851e-02, 3.9627e-02, 1.9525e-02, 7.9224e-02, 4.2602e-02,\n", + " -2.3108e-02, 1.1474e-01, -3.2830e-02, -3.6787e-02, -1.9404e-02,\n", + " -5.8872e-02, -4.3331e-02, -4.9852e-02, 9.2552e-02, -4.5496e-02,\n", + " 1.9915e-02, 8.1433e-02, 5.4503e-02, 4.1145e-02, 2.2515e-02,\n", + " -5.7644e-02, -3.6328e-02, 2.2937e-02, -4.2606e-02, -3.3826e-02,\n", + " 3.5877e-02, 3.2692e-02, -1.2586e-01, 3.9427e-02, -6.6019e-02,\n", + " 1.0822e-02, -3.5595e-02, 4.2867e-02, 8.3187e-02, -8.4326e-02,\n", + " -5.4280e-02, -8.8386e-02, -4.2226e-02, 2.4748e-02, -2.8106e-02,\n", + " -2.1720e-02, 1.6657e-03, 1.0468e-01, -6.3366e-02, -8.8841e-03,\n", + " 4.8828e-02, 9.8149e-02, -3.5133e-02, 4.3391e-02, 5.0050e-02,\n", + " -3.2300e-02, 2.3210e-02, -8.7485e-02, 6.4873e-03, 1.1352e-01,\n", + " -6.6110e-02, -6.1094e-02, -6.6483e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8510, 0.8257, 0.7928, 0.7660, 0.8913, 0.8281, 0.8445, 0.8589, 0.8335,\n", + " 0.8318, 0.7619, 0.7584, 0.7800, 0.7981, 0.8150, 0.8331, 0.8130, 0.7681,\n", + " 0.8971, 0.8065, 0.8500, 0.7828, 0.8105, 0.8420, 0.7675, 0.8296, 0.7695,\n", + " 0.8437, 0.7941, 0.7906, 0.8720, 0.7707, 0.8293, 0.8442, 0.8368, 0.8053,\n", + " 0.8500, 0.8071, 0.8720, 0.8020, 0.8177, 0.8587, 0.8598, 0.8547, 0.7876,\n", + " 0.7641, 0.8262, 0.8296, 0.8399, 0.8436, 0.8437, 0.8228, 0.8427, 0.7761,\n", + " 0.7994, 0.8011, 0.7898, 0.7825, 0.7900, 0.7748, 0.8243, 0.7830, 0.7415,\n", + " 0.8101, 0.8179, 0.8152, 0.8171, 0.8370, 0.8315, 0.8333, 0.8294, 0.8526,\n", + " 0.8107, 0.7847, 0.8414, 0.7678, 0.8014, 0.7884, 0.7709, 0.7842, 0.7995,\n", + " 0.8541, 0.8626, 0.7935, 0.7421, 0.7844, 0.8210, 0.8014, 0.8193, 0.8523,\n", + " 0.8044, 0.7955, 0.7774, 0.7874, 0.8264, 0.7873, 0.7921, 0.7779, 0.8087,\n", + " 0.8809, 0.8706, 0.8710, 0.8334, 0.8159, 0.7753, 0.7403, 0.7870, 0.8629,\n", + " 0.8031, 0.8052, 0.8132, 0.7908, 0.7825, 0.8076, 0.7931, 0.7665, 0.7964,\n", + " 0.8168, 0.8174, 0.7986, 0.7972, 0.7374, 0.7908, 1.5736, 0.7438, 0.8114,\n", + " 0.8175, 0.7729, 0.8241, 0.7774, 0.8176, 0.7696, 0.7618, 0.7936, 0.7794,\n", + " 0.8420, 0.8064, 0.7897, 0.8098, 0.7232, 0.8446, 0.8544, 0.8349, 0.9250,\n", + " 0.7950, 0.7515, 0.8202, 0.8211, 0.8191, 0.8058, 0.7866, 0.8170, 0.7736,\n", + " 0.8333, 0.8139, 0.7869, 0.7910, 0.7895, 0.8322, 0.7710, 0.8215, 0.8464,\n", + " 0.7851, 0.8645, 0.8320, 0.8428, 0.8414, 0.8195, 0.7995, 0.8295, 0.7840,\n", + " 0.8225, 0.7822, 0.7974, 0.8703, 0.7734, 0.7586, 0.7917, 0.7643, 0.7986,\n", + " 1.1452, 0.8621, 0.7994, 0.8423, 0.8737, 0.8176, 0.8991, 0.8092, 0.8371,\n", + " 0.8004, 0.8279, 0.8419, 0.8627, 0.7956, 0.8486, 0.8536, 0.8331, 0.7776,\n", + " 0.8259, 0.7628, 0.8196, 0.8029, 0.7470, 0.7574, 0.7778, 0.8815, 0.7860,\n", + " 0.7648, 0.8167, 0.7715, 0.7660, 0.8203, 0.7959, 0.8472, 0.7968, 0.7602,\n", + " 0.7818, 0.8744, 0.7962, 0.7917, 0.8197, 0.8365, 0.8365, 0.7572, 0.7966,\n", + " 1.2110, 0.8171, 0.7959, 0.8326, 0.8835, 0.8224, 0.8375, 0.8334, 0.8147,\n", + " 0.8302, 0.7990, 0.8172, 0.7980, 0.8131, 0.7872, 0.7525, 0.8322, 0.8247,\n", + " 0.8071, 0.7800, 0.7475, 0.7993, 0.8181, 0.7804, 0.7601, 0.8367, 0.8880,\n", + " 0.7911, 0.7993, 0.8491, 0.7950, 0.7475, 0.8268, 0.7655, 0.7931, 0.8672,\n", + " 0.7960, 0.8240, 0.7914, 0.8019, 0.8155, 0.8145, 0.7911, 0.7961, 0.8460,\n", + " 0.8038, 0.8091, 0.7963, 0.7739, 0.8235, 0.8404, 0.7353, 0.7868, 0.7713,\n", + " 0.8257, 0.7760, 0.8650, 0.8396, 0.7547, 0.8330, 0.7613, 0.8619, 0.8795,\n", + " 0.7843, 0.8174, 0.7860, 0.8342, 0.8418, 0.8442, 0.8352, 0.7675, 0.7637,\n", + " 0.7934, 0.8304, 0.8057, 0.8740, 0.8356, 0.8312, 0.7938, 0.9066, 0.8161,\n", + " 0.7882, 0.8436, 0.6058, 0.7900, 0.8079, 0.7783, 0.8306, 0.7776, 0.8318,\n", + " 0.7522, 0.8328, 0.7851, 0.8060, 0.7278, 0.7904, 0.8447, 0.7845, 0.8577,\n", + " 0.8094, 0.8080, 0.7544, 0.8361, 0.7872, 0.7987, 0.7649, 0.7356, 0.7803,\n", + " 0.8844, 0.8541, 0.7947, 0.8072, 0.8383, 0.8543, 0.7873, 0.7751, 0.9416,\n", + " 0.7676, 0.7911, 0.7594, 0.7603, 0.8573, 0.8636, 0.8009, 0.9210, 0.8014,\n", + " 0.8343, 0.8710, 0.7355, 0.8167, 0.8286, 0.8040, 0.7774, 0.7924, 0.7905,\n", + " 0.8173, 0.7930, 0.7894, 0.7766, 0.8055, 0.8762, 0.7797, 0.7965, 0.8487,\n", + " 0.7506, 0.8332, 0.7838, 0.8682, 0.8132, 0.9272, 0.8566, 0.8289, 0.8118,\n", + " 0.8008, 0.8701, 0.8313, 2.5250, 0.8217, 0.8654, 0.8540, 0.8199, 0.8196,\n", + " 0.8356, 0.8108, 0.8126, 0.7997, 0.7916, 0.8042, 0.7916, 0.8182, 0.8213,\n", + " 0.8095, 0.7978, 0.8538, 0.8172, 0.7845, 0.7694, 0.7891, 0.7885, 0.7536,\n", + " 0.7715, 0.8031, 0.8020, 0.8340, 0.8361, 0.8003, 0.8129, 0.8456, 0.8083,\n", + " 0.7897, 0.7797, 0.7836, 0.8082, 0.7998, 0.8000, 0.8122, 0.7390, 0.8369,\n", + " 0.8250, 0.7879, 0.7934, 0.7731, 0.7736, 0.7948, 0.7981, 0.8248, 0.8291,\n", + " 0.7916, 0.7704, 0.8154, 0.8876, 0.7966, 0.7762, 0.7982, 0.8266, 0.8194,\n", + " 0.8384, 0.8074, 0.7418, 0.8020, 0.9121, 0.8985, 0.8177, 0.8144, 0.7862,\n", + " 0.8073, 0.8366, 0.8987, 0.7970, 0.8768, 0.8282, 0.7598, 0.8120, 0.8513,\n", + " 0.8381, 0.8151, 0.7820, 0.8012, 0.8504, 0.8743, 0.7752, 0.8129, 0.8677,\n", + " 0.7503, 0.7722, 0.9080, 0.7513, 0.8448, 0.8314, 0.7648, 0.8037, 0.7693,\n", + " 0.8952, 0.8161, 0.8136, 0.8226, 0.7862, 0.7451, 0.8143, 0.8198, 0.8029,\n", + " 0.8108, 0.8793, 0.7652, 0.7910, 0.8355, 0.8227, 0.8080, 0.9047, 0.8200,\n", + " 0.7819, 0.7874, 0.7532, 0.9005, 0.8115, 0.8480, 0.8377, 0.7895, 0.8139,\n", + " 0.7743, 0.8517, 0.7912, 0.8046, 0.8307, 0.8291, 0.7865, 0.7627, 0.7951,\n", + " 0.8157, 0.7955, 0.8474, 0.8280, 0.7328, 0.8517, 0.7856, 0.8500, 0.7728,\n", + " 0.8499, 0.7929, 0.7896, 0.8106, 1.0271, 0.7854, 0.8490, 0.7472, 0.7939,\n", + " 0.7746, 0.8279, 0.7994, 0.8574, 0.8042, 0.8021, 0.7965, 0.7551, 0.9254,\n", + " 0.8000, 0.7857, 0.8344, 0.8255, 0.8428, 0.8358, 0.7970, 0.7681, 0.8200,\n", + " 0.7992, 0.8324, 0.7910, 0.8328, 0.8405, 0.8329, 0.8147, 0.8015, 0.8139,\n", + " 0.8428, 0.7922, 0.8250, 0.7718, 0.7867, 0.8736, 0.8075, 0.8417, 0.7727,\n", + " 0.8572, 0.7758, 0.8489, 0.7720, 0.8072, 0.8162, 0.7464, 0.8102, 0.7856,\n", + " 0.7961, 0.7762, 0.8932, 0.8287, 0.7932, 0.8443, 0.8429, 0.7838, 0.8267,\n", + " 0.8288, 0.9089, 0.8545, 0.8156, 0.8476, 0.8470, 0.8044, 0.8675, 0.7878,\n", + " 0.7617, 0.8100, 0.8019, 0.8035, 0.8220, 0.8211, 0.7597, 0.8634, 0.8445,\n", + " 0.8229, 0.8500, 0.7857, 0.8870, 0.7757, 0.8299, 0.7883, 0.7862, 0.7882,\n", + " 0.8250, 0.7542, 0.7470, 0.7905, 0.7932, 0.8666, 0.8015, 0.8408, 0.8210,\n", + " 0.8140, 0.8361, 0.7913, 0.8215, 0.8108, 0.8295, 0.8067, 0.7671, 0.8479,\n", + " 0.8202, 0.7591, 0.8208, 0.8396, 0.7866, 0.7910, 0.8478, 0.8291, 0.7592,\n", + " 0.8228, 0.8095, 0.8147, 0.7912, 0.7899, 0.8279, 0.8742, 0.7988, 0.8531,\n", + " 0.7806, 0.8327, 0.8789, 0.8030, 0.8163, 0.7886, 0.7544, 0.7862, 0.8216,\n", + " 0.8141, 0.8043, 0.8063, 0.8437, 0.8568, 0.8603, 0.8814, 0.8053, 0.7855,\n", + " 0.8483, 0.8329, 0.8150, 0.7926, 0.8178, 0.8195, 0.8148, 0.8055, 0.8319,\n", + " 0.8338, 0.8059, 0.7993, 0.8197, 0.8854, 0.8378, 0.8840, 0.8034, 0.8227,\n", + " 0.8283, 0.8310, 0.7845, 0.8204, 0.8798, 0.8211, 0.7838, 0.7893, 0.7812,\n", + " 0.8488, 0.8126, 0.8101, 0.8248, 0.7681, 0.7743, 0.7819, 0.9110, 0.8200,\n", + " 0.7569, 0.7792, 0.8366, 0.7883, 0.8131, 0.8047, 0.8415, 0.8265, 0.7610,\n", + " 0.7898, 0.8392, 0.7941, 0.7533, 0.8616, 0.8420, 0.7869, 0.8216, 0.8024,\n", + " 1.2443, 0.8168, 0.8529, 0.7907, 0.8274, 0.8539, 0.7878, 0.8237, 0.8074,\n", + " 0.8214, 0.7938, 0.8045, 0.8205, 0.9494, 0.8140, 0.7813, 0.8519, 0.8056,\n", + " 0.8402, 0.7720, 0.7907, 0.8242, 0.8478, 0.8229, 0.7814, 0.8257, 0.7962,\n", + " 0.8264, 0.8280, 0.8258, 0.8627, 0.8229, 0.7925, 0.8172, 0.8139, 0.7995,\n", + " 0.8773, 0.8333, 0.8293, 0.7715, 0.8145, 0.7740, 0.7940, 0.8213, 0.8117,\n", + " 0.7642, 0.7931, 0.8569], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.9634e-02, -6.3622e-02, 6.7667e-02, -9.8957e-02, 8.3189e-02,\n", + " 9.3695e-02, 1.6163e-01, 1.6849e-01, -1.2009e-01, -1.6283e-01,\n", + " 1.2824e-02, 1.3595e-02, -2.0002e-01, 6.5053e-02, 3.3547e-03,\n", + " 2.4297e-01, 2.0000e-01, 6.8249e-02, -8.8831e-02, -4.7633e-02,\n", + " 1.9888e-01, -2.2325e-02, -3.4413e-02, 9.2640e-02, 3.4294e-03,\n", + " 8.9293e-02, 6.9186e-02, -1.2650e-01, -9.4288e-02, -3.3893e-02,\n", + " 1.3517e-01, -4.3623e-04, 1.3734e-01, -1.4416e-01, -8.7846e-02,\n", + " 5.1723e-02, -1.6302e-01, -8.8349e-02, -4.6989e-02, -1.6174e-01,\n", + " -9.8409e-02, -1.7043e-01, -8.8724e-02, 8.7026e-02, 3.2200e-02,\n", + " -1.7585e-02, 1.5776e-01, 8.5899e-02, -3.0859e-02, -2.2616e-02,\n", + " -2.9177e-01, -3.1198e-02, 1.9825e-01, -7.7385e-02, 9.8072e-02,\n", + " 1.2666e-01, -5.6339e-02, -1.3905e-01, -1.5887e-01, -1.5905e-01,\n", + " -6.4038e-02, 8.5224e-02, -3.4700e-02, -1.0963e-01, 1.3282e-02,\n", + " 1.4645e-01, -3.2465e-02, 1.9734e-02, -1.8064e-01, -5.0230e-02,\n", + " -9.6340e-02, 6.3890e-02, -9.1495e-02, -6.3184e-02, 1.0972e-01,\n", + " -2.0805e-02, -1.2959e-01, 6.1818e-02, 4.8875e-02, 3.1672e-02,\n", + " -3.2338e-02, 9.3389e-02, -3.8628e-02, 8.0285e-02, -1.3373e-02,\n", + " -1.1157e-01, 6.8738e-02, -1.0489e-01, -1.8389e-01, 1.1481e-01,\n", + " -1.2556e-01, -1.4697e-01, 8.5729e-02, -8.7324e-02, 7.8940e-02,\n", + " -1.0211e-02, 8.6786e-02, -5.9400e-02, 5.5322e-02, -1.2584e-01,\n", + " -1.1083e-01, -8.0483e-02, 1.0781e-01, -7.5506e-02, -8.0584e-02,\n", + " 3.6466e-02, -8.5659e-02, -1.7817e-01, -1.0515e-01, 3.6775e-02,\n", + " -7.7444e-02, -1.4709e-02, -6.7841e-02, -1.7277e-01, -7.6749e-02,\n", + " 4.1880e-02, -3.5353e-02, -1.0811e-01, -7.8314e-02, -5.6127e-02,\n", + " -5.6506e-02, -7.9387e-02, 2.3372e-03, 1.0449e+00, 2.5767e-02,\n", + " -2.7539e-01, -3.5457e-02, 6.5390e-02, -1.1383e-01, 2.4931e-02,\n", + " -8.7080e-03, 2.5219e-02, -7.1286e-02, -7.8882e-02, -1.6375e-01,\n", + " -2.0500e-02, 2.7776e-02, -6.5971e-02, -7.1774e-02, -8.0701e-02,\n", + " -1.0329e-01, 6.0130e-03, -9.9378e-03, 1.0897e-01, 1.4376e-01,\n", + " -5.2824e-02, -8.3945e-02, -2.7456e-01, -1.0571e-01, 8.9165e-02,\n", + " -6.2144e-02, 1.1374e-01, -9.9546e-02, -5.9904e-02, -1.2443e-01,\n", + " 5.3822e-02, -1.3767e-02, 2.7864e-02, 2.8030e-02, -1.6972e-01,\n", + " -1.9637e-02, -1.0432e-01, -4.1808e-02, -1.2087e-02, 1.8580e-01,\n", + " 4.5931e-02, 7.6061e-02, 1.0496e-01, -1.2660e-01, -4.2139e-02,\n", + " -8.2277e-02, -1.4728e-01, -6.5631e-02, -8.0154e-02, -3.5748e-02,\n", + " 5.3958e-02, 9.5627e-02, -2.0282e-02, 4.9823e-02, 5.4665e-02,\n", + " -4.5130e-01, 1.0649e-01, -3.7907e-02, -4.4066e-02, 2.2208e-02,\n", + " -5.1547e-03, 2.8113e-01, -6.6522e-02, 9.2171e-02, 1.7494e-02,\n", + " -1.4836e-01, -3.4533e-03, 1.4114e-01, -1.4549e-01, 2.6293e-02,\n", + " -1.0252e-01, -9.1711e-02, -4.4933e-02, -1.8692e-02, -2.1993e-02,\n", + " 3.2264e-03, 1.3967e-02, -2.8481e-02, -1.4913e-01, -9.1051e-02,\n", + " 3.9888e-02, -4.8912e-02, -9.4883e-02, 1.3721e-02, 3.3163e-02,\n", + " -1.6499e-01, -3.9790e-02, -4.5493e-03, 1.1105e-01, -2.9148e-02,\n", + " -4.1659e-02, -2.0134e-01, -4.9231e-02, 1.1906e-01, -1.3337e-01,\n", + " 1.0928e-02, 1.5222e-01, -7.5770e-02, 5.1390e-02, -4.5789e-02,\n", + " 4.1191e-01, 5.1656e-02, -1.7002e-01, 9.6573e-02, -6.4475e-02,\n", + " -1.6274e-01, -7.3911e-02, 3.2534e-01, -1.3640e-01, -9.1051e-02,\n", + " -3.9113e-02, -5.1964e-02, -1.4728e-02, 9.5567e-02, -3.0453e-01,\n", + " 4.9397e-02, 7.7281e-02, -2.0980e-01, 1.3360e-01, -5.4493e-02,\n", + " -9.2164e-02, 6.1992e-02, 3.9270e-03, -1.0176e-01, -7.1568e-02,\n", + " -1.9041e-01, 1.4594e-01, -4.9409e-02, -1.0839e-01, 1.1297e-02,\n", + " -9.1030e-02, -6.3892e-02, -1.3601e-01, -4.7126e-02, 1.0431e-01,\n", + " 1.2021e-01, -7.2285e-03, -4.1923e-02, -3.0529e-02, -2.1581e-02,\n", + " -2.4533e-01, 4.8957e-03, -1.7248e-04, 3.1634e-02, 2.7645e-02,\n", + " -2.6671e-02, 5.8838e-02, -1.2700e-01, 4.0932e-02, -4.4434e-02,\n", + " -8.9510e-02, -8.4061e-05, -1.8936e-03, -7.6442e-02, -8.5867e-02,\n", + " 3.6410e-03, 1.0914e-01, -3.5020e-02, -1.0355e-01, -2.8205e-01,\n", + " -6.2289e-02, 1.5333e-01, -5.0480e-02, -3.2438e-02, -1.1360e-01,\n", + " -6.3252e-02, -4.3177e-03, -1.8378e-01, -2.8954e-02, 1.8174e-01,\n", + " 3.2420e-02, -7.2692e-02, 8.3667e-03, 1.1529e-01, -6.7861e-02,\n", + " -1.1008e-01, 1.2941e-01, -1.4846e-02, 7.2553e-02, 8.9079e-02,\n", + " -4.6507e-02, -1.0127e-01, -1.3501e-01, -1.0327e+00, -3.1622e-03,\n", + " -1.5172e-01, -1.0368e-01, 1.2802e-01, 7.5823e-02, -1.3481e-01,\n", + " 8.8376e-02, -4.8903e-02, -6.7820e-02, -5.3022e-02, -8.6679e-02,\n", + " -2.7180e-02, 1.6691e-01, 6.1938e-02, -2.7889e-01, -7.9135e-02,\n", + " -1.1899e-01, -1.4626e-02, 1.8332e-01, -2.5914e-02, -8.6856e-02,\n", + " 6.8072e-02, 7.8954e-02, 5.3224e-02, 1.7055e-01, -5.1558e-02,\n", + " -1.0577e-01, -1.4009e-01, -2.7469e-02, 4.7304e-03, -1.3622e-01,\n", + " 1.2525e-02, 1.0520e-01, 6.8147e-02, 5.0730e-02, -4.0849e-02,\n", + " -1.7330e-01, -1.3342e-02, -2.2979e-01, -9.0664e-02, -2.6308e-01,\n", + " -6.1537e-02, -1.0180e-01, 2.2991e-01, -7.1487e-02, -1.7504e-02,\n", + " -6.6763e-02, -1.0061e-01, 1.2692e-01, 2.4475e-02, 6.2756e-03,\n", + " -1.8025e-02, -2.1105e-01, 1.1078e-01, 1.7901e-02, 5.7091e-02,\n", + " 1.5526e-02, -1.0141e-01, 5.2689e-03, -1.6347e-01, -1.0707e-01,\n", + " -2.7559e-01, -5.2087e-02, -2.8723e-02, -2.0108e-01, -2.6397e-01,\n", + " -2.1626e-02, 1.1753e-01, -1.6254e-01, -2.1556e-01, 1.0447e-02,\n", + " -6.2737e-02, -1.4833e+00, -1.1046e-01, -1.7192e-01, 2.4766e-01,\n", + " -5.0067e-02, -9.2092e-02, 7.8533e-02, -5.4513e-02, -1.7551e-01,\n", + " -1.3987e-01, -8.4708e-03, 3.1370e-03, -1.7431e-01, -1.0219e-01,\n", + " -6.1529e-02, -1.8624e-01, -1.5332e-01, 1.7929e-01, -7.5322e-02,\n", + " -3.3790e-02, -1.2696e-01, 9.9250e-02, -9.6178e-02, -1.3553e-01,\n", + " -5.8228e-02, 2.9613e-02, -1.9149e-01, 8.2919e-02, -6.0430e-02,\n", + " -5.1517e-02, 7.5239e-03, -1.8235e-02, -8.7784e-02, -4.8428e-02,\n", + " 5.1432e-02, 2.6579e-02, -1.2016e-01, -9.3306e-03, -2.8217e-02,\n", + " -2.0247e-02, -7.8200e-02, 2.2541e-02, -1.4143e-01, -1.0894e-02,\n", + " 1.6573e-02, -1.0229e-01, -1.9638e-01, -1.4054e-01, 8.7213e-02,\n", + " -1.3702e-01, -1.5208e-01, -7.6166e-02, 9.1434e-02, -8.1207e-02,\n", + " 3.4009e-02, 4.7558e-02, -1.8234e-01, -3.5899e-02, -5.7347e-02,\n", + " 5.4107e-02, 1.4793e-02, 1.0430e-02, -1.7031e-01, -1.0464e-01,\n", + " -3.5042e-01, -1.9158e-01, 9.2418e-02, 3.7559e-02, -9.7405e-02,\n", + " 6.1124e-02, -1.1003e-01, 1.3475e-01, -1.1100e-01, 1.8244e-01,\n", + " 1.1706e-01, -4.4486e-02, 5.5285e-02, -3.4761e-01, -2.7539e-01,\n", + " -1.7336e-02, -1.7760e-01, 1.8534e-02, 1.2154e-01, 2.1128e-01,\n", + " -8.5735e-02, 1.3856e-01, -3.2358e-01, -3.3461e-03, -5.2334e-02,\n", + " 1.5147e-02, -6.4845e-02, -9.5687e-02, 1.0531e-01, -1.1930e-01,\n", + " -1.6826e-01, -6.2170e-02, 3.8616e-02, -1.6144e-01, -7.9383e-02,\n", + " -4.7872e-02, -6.3124e-02, -1.1797e-01, 9.5356e-02, -1.5895e-01,\n", + " -1.1327e-01, -4.9932e-02, 1.3097e-01, -2.3225e-02, -4.4876e-02,\n", + " -1.6668e-01, -1.0864e-01, 2.1689e-03, 1.7966e-02, -4.6334e-02,\n", + " -1.0440e-01, -1.7442e-01, -2.9528e-02, 1.8975e-02, 1.1198e-01,\n", + " 4.1941e-02, 1.1200e-01, -8.8794e-02, -1.4606e-01, -4.5993e-02,\n", + " -3.4797e-03, -1.5252e-01, 4.3101e-02, -2.1567e-01, -7.5942e-02,\n", + " -1.0493e-01, -6.9546e-02, -3.4403e-02, -9.2701e-02, -3.4303e-02,\n", + " 1.7153e-01, -2.0395e-02, -1.1249e-01, -1.9277e-01, 1.5488e-02,\n", + " -5.1233e-02, 6.1843e-02, 3.2551e-02, -8.7959e-02, -1.8635e-02,\n", + " -1.0520e-01, -1.0839e-01, -5.9517e-02, 1.5896e-02, 3.5751e-02,\n", + " 1.3413e-02, -3.1133e-02, -1.4934e-01, -9.0302e-03, 4.5739e-02,\n", + " -1.4792e-01, -2.0007e-02, -1.3493e-01, 1.0787e-02, -3.3816e-01,\n", + " 3.1175e-02, -4.6899e-02, 4.3312e-02, -6.6313e-02, -1.5312e-01,\n", + " -1.0540e-01, -9.8326e-02, -4.7153e-03, 1.3070e-01, 8.9454e-02,\n", + " -9.8902e-02, -9.2686e-02, 1.0269e-01, -2.8549e-02, 6.6661e-03,\n", + " -5.3918e-02, -7.3896e-02, 1.2809e-01, -1.2009e-02, -8.5162e-02,\n", + " -1.2883e-01, -8.3677e-02, 1.4764e-01, -1.0634e-01, -1.3061e-01,\n", + " 1.0886e-02, -1.9140e-02, 5.7075e-02, -5.2589e-02, 2.6397e-02,\n", + " -1.2699e-01, -4.0904e-03, 1.5376e-01, -2.3331e-02, -1.1140e-01,\n", + " 5.7679e-02, 3.1887e-02, -2.9850e-01, 2.0528e-02, -2.6509e-01,\n", + " -7.3115e-02, 5.6351e-02, 6.2625e-02, 2.8202e-02, -1.5173e-01,\n", + " -1.3854e-01, 1.9960e-01, -7.8035e-02, -1.3321e-01, -6.6651e-02,\n", + " -6.6570e-02, -1.0854e-01, 2.9537e-02, -6.8222e-02, -4.1412e-02,\n", + " 5.0937e-02, -1.3486e-01, -3.0162e-02, 2.1738e-02, 6.1227e-02,\n", + " -1.3544e-04, -5.1528e-02, -1.2112e-01, 1.0918e-01, 5.4059e-02,\n", + " 1.4152e-01, -2.2390e-02, 1.9856e-02, -2.0093e-01, 7.6524e-03,\n", + " 5.3075e-02, -1.1348e-01, -5.5725e-02, 2.0508e-02, -3.6909e-02,\n", + " -1.3771e-01, -1.8553e-01, -4.8380e-02, -1.0147e-01, -1.7881e-01,\n", + " 1.9155e-01, -1.5777e-02, 4.4207e-02, -2.8531e-02, 3.4955e-03,\n", + " 6.8470e-02, 1.5250e-01, -6.3887e-02, 1.6214e-02, 1.7061e-02,\n", + " 1.2607e-01, -5.5609e-03, 1.2198e-01, 2.5293e-01, -3.7000e-02,\n", + " 1.1397e-02, 1.0501e-01, 3.7040e-02, 1.0137e-01, -1.6220e-02,\n", + " -1.1710e-01, 2.0133e-01, -1.5687e-01, -2.4239e-01, -4.3420e-02,\n", + " -3.1539e-01, 8.1076e-03, 2.2814e-01, 7.4322e-02, 1.9125e-01,\n", + " 1.0501e-01, 7.0834e-02, 1.4475e-01, 8.2203e-02, -6.9037e-02,\n", + " -1.0078e-01, 8.2504e-02, 1.0292e-01, -9.9707e-03, -1.0356e-01,\n", + " 2.0269e-02, -8.9988e-02, 9.3030e-02, -7.7161e-02, -9.7605e-03,\n", + " 1.4462e-02, -3.4608e-02, 2.0389e-01, 1.3810e-01, 1.7598e-01,\n", + " 1.2853e-01, -5.7037e-02, -1.6307e-01, -6.9622e-02, 1.8726e-01,\n", + " -9.3597e-02, 7.7707e-02, 2.6425e-02, -3.1967e-02, -6.2175e-02,\n", + " 2.8677e-02, -8.3913e-02, 7.2417e-02, -6.8797e-02, -3.4197e-02,\n", + " -4.2399e-02, 3.0505e-02, 1.4990e-01, -1.6313e-01, -3.1918e-02,\n", + " -8.8834e-02, -9.3050e-02, -5.1629e-02, 9.4387e-05, 4.2220e-02,\n", + " -2.3819e-02, -2.0130e-01, -6.7952e-02, -6.0981e-02, 6.2493e-02,\n", + " 1.7185e-01, -8.5870e-03, -1.0499e-01, -7.3440e-03, 1.7131e-01,\n", + " 3.7926e-02, 2.7036e-01, 7.5689e-02, -1.9814e-02, 3.0447e-02,\n", + " -9.0346e-02, 7.0207e-02, 5.3655e-02, 4.0548e-02, -9.5520e-02,\n", + " -1.1084e-02, -2.1027e-01, 2.4161e-02, 4.7274e-02, -4.2653e-02,\n", + " -6.7483e-01, -1.2850e-02, -9.2719e-02, 5.6161e-02, 9.8158e-02,\n", + " -1.5418e-01, -8.3470e-02, -1.3492e-01, -8.9307e-02, -6.8725e-02,\n", + " 4.8085e-02, 1.1932e-02, -8.5937e-02, 7.0960e-02, 2.3639e-01,\n", + " -6.3271e-02, -1.0931e-01, 2.1265e-01, -1.1311e-01, 5.1169e-02,\n", + " -3.5789e-02, -2.7773e-02, -2.3312e-01, -1.4190e-01, 4.1386e-02,\n", + " 7.7668e-02, 1.8668e-02, -2.0945e-01, 6.8989e-02, 7.8100e-02,\n", + " -8.4330e-02, -8.3940e-02, -7.9275e-02, 1.5135e-01, -1.6493e-01,\n", + " -4.6172e-02, -2.9566e-01, 6.8822e-02, -8.8592e-02, -1.5561e-01,\n", + " 6.2503e-02, -1.3773e-01, 5.5092e-02, -1.6108e-01, -1.6780e-01,\n", + " -5.0354e-02, -7.1745e-02, -6.7072e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1082, -0.0017, -0.0896, ..., -0.0263, -0.0708, -0.0997],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.7552e-02, -1.9101e-02, -2.9883e-02, -8.1504e-02, 9.8980e-02,\n", + " 5.9764e-02, 7.0469e-02, 6.3483e-02, -5.0608e-02, -6.9417e-02,\n", + " 2.0236e-02, 4.9168e-02, -5.7219e-02, 1.2250e-01, -1.7906e-02,\n", + " 1.4715e-01, 1.7219e-01, 2.1932e-02, 4.7961e-03, -2.1743e-02,\n", + " 6.5337e-02, 1.5524e-02, 4.8866e-02, 2.4456e-02, -3.7374e-02,\n", + " 5.5888e-02, 9.7395e-02, 5.0426e-02, -1.0072e-01, 3.8435e-02,\n", + " 8.8411e-02, -3.3628e-02, 6.0645e-02, -1.0744e-01, -7.4975e-02,\n", + " 2.6858e-02, -8.6133e-02, -2.6558e-02, -7.0204e-02, -3.9223e-02,\n", + " -1.5491e-02, -1.1075e-01, 1.9014e-02, 1.0081e-01, 6.8838e-02,\n", + " 1.5397e-02, 1.4781e-02, 2.6420e-02, -2.1303e-02, 4.2291e-03,\n", + " -1.4659e-01, 7.6633e-02, 1.2531e-01, 2.2555e-02, 1.2799e-01,\n", + " 9.7054e-02, 1.4199e-02, -2.5208e-02, -5.2480e-02, -1.5332e-01,\n", + " 2.9439e-02, 6.6671e-02, 7.7241e-02, -1.1008e-01, 4.2143e-02,\n", + " 8.1816e-02, -8.6334e-02, 8.0345e-02, -8.2716e-02, -6.8623e-02,\n", + " 1.4669e-02, 5.3713e-02, 4.5828e-03, -5.0369e-02, 1.0560e-02,\n", + " -1.1561e-01, -5.1248e-02, 1.2057e-01, 7.7503e-02, 8.8792e-02,\n", + " 5.3211e-03, 7.5784e-03, 6.2266e-03, 1.0384e-01, -3.4989e-02,\n", + " -1.6219e-01, -6.1267e-02, -3.6482e-03, -6.5597e-02, 9.7629e-02,\n", + " -1.2195e-01, -4.4889e-02, 1.0313e-01, 5.4797e-03, 3.3794e-02,\n", + " -1.1611e-02, 1.1351e-01, -2.3649e-02, 6.6286e-02, -9.9045e-02,\n", + " 5.5303e-02, -3.9737e-02, 6.1537e-02, -4.0833e-02, -8.6907e-02,\n", + " 6.6727e-02, -2.6189e-02, -8.0558e-02, -3.3461e-02, -4.3184e-02,\n", + " -3.9677e-02, 1.5538e-01, -2.5149e-02, -5.2311e-02, -1.6817e-02,\n", + " 7.4012e-02, -1.7712e-02, 5.4394e-02, -2.4889e-02, -3.9993e-03,\n", + " 2.4664e-02, 9.0225e-02, -1.0348e-02, 3.4622e-01, -9.4902e-03,\n", + " -6.2517e-02, -2.2002e-02, 6.9746e-02, -9.6318e-02, -8.6096e-03,\n", + " -2.6965e-03, 6.8363e-02, -2.4802e-02, -1.5015e-02, -7.2702e-02,\n", + " -5.5987e-02, 3.7600e-02, 1.6591e-02, 9.1095e-03, 6.1895e-02,\n", + " -6.5435e-02, 1.6176e-02, -3.7755e-02, 5.1033e-02, 1.5009e-01,\n", + " -2.4141e-02, 5.9902e-03, -1.7313e-01, -1.1148e-01, 5.6002e-02,\n", + " -1.2592e-01, 5.2785e-03, -9.1512e-02, 2.4099e-02, -8.7852e-02,\n", + " 6.0496e-02, 3.2715e-02, 6.1635e-02, -6.3099e-02, -3.8216e-02,\n", + " 2.9694e-02, -2.8703e-02, 4.4855e-02, -4.2044e-02, 1.0165e-01,\n", + " 8.9768e-02, 2.7094e-02, 9.6900e-02, -5.8014e-02, 3.7607e-02,\n", + " -2.3233e-02, -1.3521e-02, -9.0145e-03, -6.2598e-02, -6.0940e-02,\n", + " -8.2780e-02, 5.0186e-02, 2.4054e-02, 1.2223e-01, 5.3364e-02,\n", + " -6.3819e-01, 6.2707e-02, -3.3669e-03, -4.2087e-02, 2.3676e-02,\n", + " -2.5632e-02, 1.3470e-01, -1.1527e-02, 6.4680e-02, 1.5122e-02,\n", + " -6.1214e-02, 5.9024e-02, 6.8468e-02, -7.7565e-02, 6.8911e-02,\n", + " -1.0017e-02, -9.0518e-02, 4.3546e-02, 4.4535e-03, -1.7598e-03,\n", + " -6.2536e-02, -4.9217e-02, 4.0797e-02, -9.4278e-02, -7.4907e-02,\n", + " 1.1984e-01, -4.2156e-02, 4.6366e-02, -1.9191e-03, 1.1976e-01,\n", + " -1.2034e-01, -4.5352e-02, 4.6730e-02, 1.6635e-01, 4.0956e-02,\n", + " -8.6741e-03, -8.1010e-02, -5.4985e-02, 3.5872e-02, -1.2873e-01,\n", + " 6.9693e-02, 4.7547e-02, -7.7888e-02, 6.0655e-02, -1.5256e-02,\n", + " 1.3536e-01, 7.8470e-02, -5.3165e-02, 9.4824e-05, -1.7653e-02,\n", + " -1.0447e-01, 1.1193e-02, 6.3987e-02, -7.1466e-02, -3.6802e-02,\n", + " 5.2816e-03, 2.6962e-02, 1.9735e-02, 7.9609e-02, -8.0390e-02,\n", + " 1.2347e-01, 6.7812e-02, -3.1846e-02, 1.1534e-01, -2.6287e-02,\n", + " -5.9748e-02, 1.0363e-02, -2.5639e-02, -4.0211e-02, -1.1744e-02,\n", + " -1.5721e-01, 4.3972e-03, 3.0167e-02, -9.7805e-03, 5.6758e-02,\n", + " -9.3214e-02, 6.9306e-03, -4.4406e-02, 8.5561e-02, 1.1771e-01,\n", + " 6.9305e-02, 4.3670e-02, -3.6307e-02, 1.9562e-03, -8.3519e-03,\n", + " -9.0759e-02, 3.0296e-02, -7.7617e-02, 7.8057e-02, 6.1967e-02,\n", + " 1.0569e-01, 1.4329e-01, -5.7834e-02, 6.0752e-02, -1.4316e-02,\n", + " -4.2428e-02, 4.6467e-02, -1.7290e-02, -4.2118e-02, -4.1163e-02,\n", + " -2.2674e-02, 1.2416e-01, -6.1690e-02, -1.2397e-02, -1.3567e-01,\n", + " -1.0550e-01, 8.9255e-02, -7.9626e-02, -5.2635e-02, -4.7508e-03,\n", + " -4.7494e-02, 5.1953e-02, -8.8919e-02, -1.0175e-01, 1.0324e-01,\n", + " 3.6963e-02, -4.2933e-03, -4.7262e-02, 2.0356e-02, -2.3087e-02,\n", + " -5.9691e-02, 5.1103e-02, 6.3223e-04, 7.3352e-02, 6.9537e-02,\n", + " -4.8742e-02, 2.5387e-02, -5.6810e-02, -6.1066e-01, -4.4211e-02,\n", + " -8.0503e-02, -6.0467e-02, 7.0444e-02, 6.9231e-02, 1.0150e-02,\n", + " -2.6286e-02, -7.8187e-02, 1.2135e-02, -6.2621e-03, 3.2202e-02,\n", + " -9.3170e-03, 7.1725e-02, 7.2442e-02, -1.4227e-01, 1.8552e-02,\n", + " -7.8338e-02, 1.0542e-02, 1.1239e-01, 5.2885e-02, 3.8779e-02,\n", + " -1.0015e-01, 1.2903e-02, -1.8343e-03, 3.9987e-02, -6.7529e-02,\n", + " -2.5000e-03, -4.7019e-02, -3.9251e-02, -4.1427e-02, -6.3993e-02,\n", + " 8.6111e-02, 9.2680e-02, 4.1254e-02, 2.9180e-02, -9.1338e-03,\n", + " -6.2895e-02, 2.6644e-03, -8.6475e-02, 1.6118e-02, -1.2145e-01,\n", + " -8.3768e-02, -4.5096e-02, 1.2818e-01, -5.7325e-02, -1.4708e-02,\n", + " -4.9054e-02, -9.2094e-02, 8.5005e-02, 2.7500e-02, 2.4341e-02,\n", + " 8.2859e-02, -9.8056e-02, 1.0937e-01, 3.2294e-02, 4.2069e-02,\n", + " 1.0627e-01, -1.2262e-01, 3.5071e-02, -4.8184e-02, -3.3970e-02,\n", + " -1.4408e-01, 7.2304e-03, -1.8278e-02, -6.9799e-02, -8.7174e-02,\n", + " -4.4147e-02, -1.9730e-02, -4.3730e-02, -1.6056e-01, 1.7131e-02,\n", + " 3.1927e-02, -2.9129e-01, -1.3208e-04, -8.6744e-02, 1.0072e-01,\n", + " -9.7853e-02, -5.3415e-02, 1.0111e-03, -5.5046e-02, -5.0510e-02,\n", + " -2.0119e-02, 1.0338e-01, 3.3506e-02, -5.2398e-02, -5.2287e-02,\n", + " 1.7510e-02, -9.9062e-02, -5.0860e-02, 1.0784e-01, -9.4566e-03,\n", + " -4.0615e-02, -1.1739e-01, 8.4467e-02, 4.2408e-03, -7.0628e-02,\n", + " 1.5794e-02, -8.7676e-02, -6.4637e-02, 3.0169e-02, -4.5232e-02,\n", + " -4.5618e-02, 3.8786e-02, -6.4020e-02, -3.1999e-03, -4.4916e-02,\n", + " 3.0444e-02, 5.7500e-02, -3.8595e-02, -2.4118e-02, -1.5788e-02,\n", + " 1.9027e-02, -5.1826e-02, 6.0551e-02, -1.3605e-01, 3.3981e-02,\n", + " 1.0574e-01, 1.5876e-02, -1.1774e-01, 4.7213e-03, 1.0500e-01,\n", + " -1.0522e-01, -6.5394e-02, -4.6684e-03, 1.1568e-01, -2.9537e-02,\n", + " 1.9302e-02, 8.0413e-02, -4.7058e-02, -3.3123e-02, -2.8264e-02,\n", + " 1.2967e-01, 3.9024e-02, 6.2766e-03, -8.3924e-02, -2.0221e-02,\n", + " -1.0369e-01, -5.6690e-02, 6.1575e-02, -3.5458e-02, -2.4787e-02,\n", + " 4.7428e-02, -4.3019e-02, 6.3370e-02, -1.2462e-02, 8.3076e-02,\n", + " -1.3625e-02, 9.2603e-03, 4.2029e-03, -1.8970e-01, -1.6745e-02,\n", + " -2.1018e-02, -1.1468e-01, -3.5212e-02, 1.1852e-01, 8.4228e-02,\n", + " 5.1111e-03, 1.1418e-01, -1.5040e-01, 6.2058e-02, -3.2656e-02,\n", + " 1.8308e-02, -2.1581e-02, -3.2736e-02, 7.3150e-02, -6.4752e-02,\n", + " -9.4181e-02, -4.8331e-02, 6.4193e-03, -6.7217e-02, -1.8256e-02,\n", + " 3.1565e-05, -4.0711e-02, -1.1345e-01, 3.9847e-02, -4.3403e-02,\n", + " -8.2811e-04, -1.5399e-02, 9.3750e-02, -8.5563e-03, 1.3749e-02,\n", + " -4.4913e-02, 4.7170e-02, 4.2243e-02, 4.4624e-02, -2.9499e-02,\n", + " -8.8034e-03, -2.2389e-02, 3.9218e-02, -2.6770e-02, -4.7181e-02,\n", + " 3.1094e-02, 6.1592e-02, -9.8796e-02, -9.6118e-02, -4.7970e-02,\n", + " 5.7782e-02, -9.1554e-02, 9.4851e-02, -1.2530e-01, -3.6643e-03,\n", + " -4.5754e-02, -8.6513e-02, -2.7181e-02, -4.1280e-02, 4.2433e-02,\n", + " 1.3953e-01, -2.1563e-02, -3.9561e-03, -8.6442e-02, 3.1682e-02,\n", + " -1.7148e-02, 5.3783e-02, 2.4924e-03, -7.1851e-02, -4.1573e-02,\n", + " -2.9374e-02, 2.6773e-02, -4.9041e-02, 2.4384e-02, -1.5951e-04,\n", + " 5.3462e-02, 9.5581e-03, -4.2903e-02, 5.2717e-02, 1.1375e-02,\n", + " -6.6682e-02, 5.7971e-02, -1.4347e-02, 6.3449e-02, -2.0303e-01,\n", + " 2.6150e-02, 4.1828e-02, -7.0530e-03, -1.1210e-02, -3.0129e-02,\n", + " -7.7546e-02, 4.1267e-02, 9.3949e-02, 6.9542e-02, 2.3388e-02,\n", + " 1.7832e-02, 1.6107e-02, 3.9901e-03, 1.2365e-01, 2.4412e-02,\n", + " -4.0933e-02, 3.1260e-02, 2.4695e-02, -1.8128e-02, -6.2454e-02,\n", + " 6.7982e-03, 6.7770e-02, 5.1695e-02, -5.8211e-02, -1.2121e-01,\n", + " 3.5418e-02, -4.1471e-02, 1.3869e-01, 7.7779e-02, 2.8041e-02,\n", + " -7.1986e-02, 2.6992e-02, 1.4375e-01, -6.9353e-02, 2.0755e-02,\n", + " -1.3017e-02, 2.4441e-02, -1.5003e-01, 1.0360e-01, -1.2508e-01,\n", + " -4.2380e-02, 9.7494e-03, 1.0667e-01, 1.7276e-01, -2.7205e-02,\n", + " -5.9563e-02, 5.6052e-02, -9.3633e-02, -9.9569e-02, 2.8048e-02,\n", + " -2.3351e-02, -8.9287e-02, 2.0996e-02, -6.4035e-02, 9.4746e-03,\n", + " 7.0486e-02, -9.0936e-02, -1.2638e-02, -2.5624e-04, 1.2731e-01,\n", + " -7.6902e-03, 6.8181e-04, -8.9530e-02, 8.1624e-02, 1.0716e-01,\n", + " 8.8180e-02, 3.3903e-02, 4.8081e-02, -7.4646e-02, 2.5266e-02,\n", + " 1.1099e-01, -1.2067e-02, 7.8247e-02, 5.0167e-02, 9.4191e-02,\n", + " -1.2335e-01, -5.1383e-02, -3.9435e-02, 3.2673e-02, -5.8408e-02,\n", + " 1.1142e-01, -4.1838e-02, -2.9445e-02, 9.4614e-03, 5.3572e-02,\n", + " 1.4995e-02, 9.3793e-02, -1.8687e-03, 5.4938e-02, 1.5869e-02,\n", + " 1.2725e-01, 3.5434e-02, 1.2855e-01, 8.4082e-02, -8.6476e-03,\n", + " 7.8199e-02, 7.4972e-02, 1.1008e-01, 1.1953e-01, 4.1692e-03,\n", + " -7.4996e-02, 9.5510e-02, -1.0597e-01, -6.3848e-02, -1.2091e-02,\n", + " -1.0671e-01, 2.2532e-02, 1.2704e-01, 4.6429e-02, 9.3594e-02,\n", + " 7.9082e-02, 7.3825e-02, 4.2154e-02, 1.5092e-01, -3.8896e-02,\n", + " -3.8002e-02, 1.1316e-01, 6.6065e-02, 9.3564e-02, -4.6570e-02,\n", + " 7.6666e-02, -2.3078e-02, 5.8144e-02, -4.0367e-02, 9.0807e-02,\n", + " 1.4236e-02, -1.3126e-02, 4.3617e-02, 9.0530e-02, 1.5598e-01,\n", + " 1.9056e-01, -2.4029e-02, -5.2486e-02, -6.4968e-02, 1.6059e-01,\n", + " -3.9003e-02, 6.0146e-02, 3.2064e-02, -6.1824e-02, -4.3470e-02,\n", + " 1.6267e-02, -7.3185e-02, 1.4688e-01, -6.1569e-02, 3.5383e-02,\n", + " 1.5175e-02, -1.1097e-02, 7.9761e-02, -2.5666e-02, -1.8623e-02,\n", + " -5.2326e-02, -1.2878e-01, 2.3762e-02, 2.8581e-02, 1.0265e-01,\n", + " -9.5077e-03, -1.1973e-01, -4.7809e-02, 1.9155e-02, -6.8521e-02,\n", + " 1.4069e-01, 5.0390e-02, -6.8261e-02, 8.0132e-02, 1.0216e-01,\n", + " 1.2100e-02, 8.4435e-02, 7.3140e-02, 3.1655e-03, 6.0415e-02,\n", + " -1.2637e-01, 3.2786e-02, -2.2860e-02, 2.8518e-02, -2.1612e-02,\n", + " 9.4717e-03, -1.0841e-01, 3.2258e-02, 5.6320e-02, 1.5290e-02,\n", + " -5.5774e-01, 2.8587e-02, -1.8576e-02, -1.3262e-02, 4.4602e-02,\n", + " -6.2596e-02, -1.1419e-02, -1.2759e-01, -1.0925e-02, -3.6998e-02,\n", + " 2.8758e-02, 5.6271e-02, -4.1738e-02, -1.2156e-02, 1.6054e-01,\n", + " -1.8478e-02, -4.9370e-03, 1.4750e-01, -1.0961e-01, 2.0658e-02,\n", + " -5.6119e-02, 4.6679e-02, -9.2555e-02, -6.0768e-02, 7.0134e-02,\n", + " 3.5825e-02, 7.8854e-03, -2.3229e-02, 1.4131e-02, 1.1417e-01,\n", + " -9.1527e-02, -4.8586e-02, -3.8156e-02, 8.4667e-02, -7.0317e-02,\n", + " -8.5190e-02, -1.5605e-01, 8.2730e-02, 5.1901e-02, -2.9160e-02,\n", + " 3.1027e-02, -4.4396e-02, 1.3495e-01, -1.4035e-02, -5.6577e-02,\n", + " 3.4225e-02, 2.1248e-02, 4.5314e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8251, 0.8348, 0.7794, 0.8126, 0.7828, 0.8165, 0.7776, 0.7747, 0.8210,\n", + " 0.7964, 0.7777, 0.7842, 0.7933, 0.8016, 0.8251, 0.7820, 0.7734, 0.7917,\n", + " 0.8153, 0.8294, 0.7857, 0.7943, 0.8350, 0.8044, 0.8106, 0.7977, 0.7718,\n", + " 0.8028, 0.7701, 0.8530, 0.8197, 0.7987, 0.8022, 0.7990, 0.8531, 0.8301,\n", + " 0.7703, 0.8147, 0.7926, 0.7936, 0.8294, 0.8227, 0.7952, 0.8105, 0.8121,\n", + " 0.7895, 0.8224, 0.8203, 0.8467, 0.8441, 0.7715, 0.8163, 0.8154, 0.7807,\n", + " 0.7886, 0.7995, 0.8315, 0.7771, 0.8254, 0.8022, 0.8009, 0.7931, 0.8045,\n", + " 0.7798, 0.8309, 0.8031, 0.8369, 0.8285, 0.8119, 0.8138, 0.8305, 0.8246,\n", + " 0.8315, 0.7902, 0.8092, 0.7675, 0.7957, 0.7714, 0.8129, 0.8209, 0.8283,\n", + " 0.8230, 0.8065, 0.8160, 0.7973, 0.8186, 0.7803, 0.8248, 0.8407, 0.7930,\n", + " 0.8030, 0.8242, 0.7747, 0.7540, 0.8093, 0.8211, 0.7576, 0.8064, 0.8067,\n", + " 0.8141, 0.8427, 0.8502, 0.7863, 0.8153, 0.7770, 0.7758, 0.8113, 0.8116,\n", + " 0.8187, 0.7715, 0.8011, 0.7986, 0.8053, 0.8180, 0.8365, 0.8390, 0.8062,\n", + " 0.8318, 0.7999, 0.8233, 0.7957, 0.7907, 0.8353, 0.1663, 0.8098, 0.7777,\n", + " 0.7882, 0.7617, 0.8072, 0.8148, 0.8258, 0.8303, 0.7876, 0.8151, 0.7999,\n", + " 0.8330, 0.8135, 0.7883, 0.8148, 0.7804, 0.8275, 0.8257, 0.8150, 0.7447,\n", + " 0.7917, 0.8153, 0.8149, 0.7527, 0.8124, 0.7785, 0.7845, 0.7735, 0.7998,\n", + " 0.8182, 0.8317, 0.7964, 0.8098, 0.7814, 0.8062, 0.7777, 0.8044, 0.7984,\n", + " 0.8277, 0.8313, 0.7588, 0.8208, 0.7930, 0.7996, 0.7547, 0.8110, 0.8197,\n", + " 0.8066, 0.8038, 0.8155, 0.8202, 0.8340, 0.7884, 0.8155, 0.8113, 0.7976,\n", + " 0.1416, 0.8115, 0.8415, 0.8499, 0.8355, 0.8290, 0.7574, 0.8101, 0.7923,\n", + " 0.8234, 0.8126, 0.8331, 0.7698, 0.7824, 0.7892, 0.8021, 0.8207, 0.8018,\n", + " 0.8180, 0.8023, 0.8192, 0.8107, 0.8279, 0.7781, 0.7852, 0.6966, 0.8377,\n", + " 0.8110, 0.8203, 0.7936, 0.7912, 0.8254, 0.8101, 0.7749, 0.8121, 0.7943,\n", + " 0.7995, 0.7963, 0.7826, 0.8149, 0.8187, 0.7952, 0.8192, 0.7814, 0.8082,\n", + " 0.3372, 0.8132, 0.7895, 0.8107, 0.7660, 0.7589, 0.8285, 0.8014, 0.8318,\n", + " 0.8236, 0.7872, 0.7850, 0.8034, 0.7982, 0.7600, 0.8229, 0.8231, 0.7998,\n", + " 0.7718, 0.8273, 0.7904, 0.8195, 0.8088, 0.7735, 0.8079, 0.8067, 0.8565,\n", + " 0.8043, 0.8117, 0.8019, 0.8084, 0.8137, 0.7587, 0.8066, 0.7961, 0.8284,\n", + " 0.8194, 0.8553, 0.8281, 0.7880, 0.7507, 0.7752, 0.8030, 0.7949, 0.8124,\n", + " 0.8038, 0.8077, 0.8146, 0.8063, 0.8237, 0.8176, 0.7756, 0.8122, 0.8022,\n", + " 0.7971, 0.7880, 0.7773, 0.8359, 0.7711, 0.7809, 0.8221, 0.7846, 0.8284,\n", + " 0.8062, 0.8281, 0.7902, 0.7822, 0.8118, 0.7755, 0.7783, 0.7924, 0.8119,\n", + " 0.8184, 0.7972, 0.8094, 0.8189, 0.7841, 0.8178, 0.8380, 0.8079, 0.8106,\n", + " 0.8015, 0.8089, 1.4368, 0.8324, 0.7814, 0.7687, 0.7665, 0.8197, 0.8279,\n", + " 0.7889, 0.7996, 0.8173, 0.8145, 0.8092, 0.8309, 0.7942, 0.8039, 0.7998,\n", + " 0.8222, 0.8200, 0.8132, 0.7628, 0.8252, 0.8232, 0.7979, 0.7718, 0.8213,\n", + " 0.8053, 0.7994, 0.8032, 0.7628, 0.8216, 0.8292, 0.7952, 0.8085, 0.8388,\n", + " 0.8063, 0.8085, 0.8071, 0.7865, 0.8005, 0.7313, 0.8029, 0.7600, 0.8055,\n", + " 0.8069, 0.7975, 0.7985, 0.8311, 0.7962, 0.7773, 0.7786, 0.7927, 0.8052,\n", + " 0.7948, 0.7855, 0.8078, 0.8031, 0.8176, 0.7887, 0.7931, 0.8140, 0.8100,\n", + " 0.8133, 0.7698, 0.7932, 0.8300, 0.7928, 0.7503, 0.8270, 0.8106, 0.8048,\n", + " 0.7845, 0.8155, 0.8155, 0.2536, 0.8103, 0.7783, 0.7538, 0.8259, 0.8319,\n", + " 0.8387, 0.8335, 0.7858, 0.8124, 0.8057, 0.8129, 0.7896, 0.8417, 0.8427,\n", + " 0.7926, 0.8139, 0.8051, 0.8048, 0.7916, 0.7862, 0.7843, 0.8062, 0.8166,\n", + " 0.7787, 0.8195, 0.8162, 0.7995, 0.8251, 0.8179, 0.7671, 0.8214, 0.8367,\n", + " 0.8063, 0.8083, 0.8073, 0.7929, 0.8413, 0.7784, 0.8074, 0.8027, 0.7906,\n", + " 0.7903, 0.8173, 0.8231, 0.8217, 0.8307, 0.8203, 0.7904, 0.7832, 0.7669,\n", + " 0.8237, 0.7877, 0.8320, 0.8314, 0.7896, 0.8090, 0.8206, 0.8156, 0.7982,\n", + " 0.8292, 0.7918, 0.7818, 0.8250, 0.7518, 0.7979, 0.8007, 0.8207, 0.7739,\n", + " 0.8172, 0.8052, 0.8029, 0.7933, 0.8297, 0.8332, 0.7969, 0.8215, 0.7459,\n", + " 0.7839, 0.8077, 0.7897, 0.8376, 0.8132, 0.7691, 0.8116, 0.7727, 0.7511,\n", + " 0.8192, 0.8161, 0.8058, 0.8114, 0.8242, 0.8138, 0.7840, 0.7908, 0.8491,\n", + " 0.8326, 0.7811, 0.8120, 0.8192, 0.8116, 0.8013, 0.8118, 0.8114, 0.8063,\n", + " 0.8085, 0.7608, 0.8015, 0.8005, 0.8123, 0.8252, 0.8310, 0.7786, 0.8160,\n", + " 0.8289, 0.8081, 0.8032, 0.7974, 0.8163, 0.7769, 0.7992, 0.7744, 0.7747,\n", + " 0.8085, 0.8226, 0.8117, 0.7959, 0.8174, 0.8196, 0.7900, 0.8211, 0.8295,\n", + " 0.8148, 0.7874, 0.8066, 0.8196, 0.7752, 0.8119, 0.7833, 0.8285, 0.8109,\n", + " 0.8055, 0.8034, 0.8000, 0.8093, 0.3332, 0.8061, 0.8162, 0.7930, 0.8070,\n", + " 0.8315, 0.8332, 0.8237, 0.7884, 0.7710, 0.8421, 0.8047, 0.7888, 0.8172,\n", + " 0.8012, 0.7979, 0.8478, 0.8192, 0.8070, 0.7819, 0.7937, 0.8314, 0.7808,\n", + " 0.8165, 0.8397, 0.7882, 0.7909, 0.8080, 0.8026, 0.8206, 0.8128, 0.7738,\n", + " 0.8048, 0.8282, 0.8260, 0.8000, 0.8183, 0.8027, 0.8006, 0.8062, 0.8043,\n", + " 0.7940, 0.8297, 0.8014, 0.7936, 0.8204, 0.7846, 0.7910, 0.7954, 0.8107,\n", + " 0.8333, 0.7498, 0.7903, 0.7935, 0.7991, 0.8034, 0.8218, 0.8086, 0.8293,\n", + " 0.7960, 0.7717, 0.8300, 0.7787, 0.8352, 0.8340, 0.8228, 0.8190, 0.8202,\n", + " 0.8161, 0.7932, 0.7973, 0.8293, 0.8166, 0.8183, 0.8218, 0.8302, 0.8113,\n", + " 0.7656, 0.8109, 0.7740, 0.8187, 0.8191, 0.7948, 0.8216, 0.8025, 0.7904,\n", + " 0.8239, 0.8056, 0.7725, 0.8176, 0.7805, 0.8300, 0.8249, 0.7939, 0.7410,\n", + " 0.7963, 0.8527, 0.8381, 0.8244, 0.8064, 0.7934, 0.7839, 0.8046, 0.8128,\n", + " 0.7808, 0.8215, 0.7960, 0.7845, 0.8408, 0.7729, 0.7967, 0.8378, 0.7826,\n", + " 0.7836, 0.7964, 0.7529, 0.7975, 0.7618, 0.8192, 0.7779, 0.7923, 0.7806,\n", + " 0.7817, 0.7693, 0.8327, 0.8074, 0.7919, 0.8352, 0.7803, 0.8068, 0.7745,\n", + " 0.7950, 0.8178, 0.8105, 0.8176, 0.8124, 0.8136, 0.8095, 0.8352, 0.7797,\n", + " 0.8233, 0.7475, 0.7883, 0.7931, 0.7495, 0.8081, 0.8022, 0.7882, 0.8159,\n", + " 0.7981, 0.7914, 0.8121, 0.8196, 0.8087, 0.8475, 0.8177, 0.7951, 0.8115,\n", + " 0.8258, 0.8063, 0.7977, 0.8071, 0.7969, 0.8173, 0.8449, 0.7921, 0.8083,\n", + " 0.8310, 0.8090, 0.8157, 0.7836, 0.7831, 0.7968, 0.7787, 0.8153, 0.8320,\n", + " 0.7884, 0.8291, 0.7977, 0.7856, 0.7711, 0.7059, 0.8316, 0.8299, 0.7995,\n", + " 0.8171, 0.7885, 0.7962, 0.7963, 0.8245, 0.7558, 0.8110, 0.8218, 0.7989,\n", + " 0.1384, 0.8331, 0.8168, 0.7994, 0.8275, 0.8207, 0.8063, 0.7935, 0.7783,\n", + " 0.7950, 0.8143, 0.8227, 0.8296, 0.8086, 0.7636, 0.8048, 0.8131, 0.7752,\n", + " 0.8219, 0.7901, 0.8131, 0.8068, 0.8072, 0.7957, 0.7979, 0.8126, 0.8238,\n", + " 0.8145, 0.8305, 0.7915, 0.8464, 0.8283, 0.7804, 0.7945, 0.8148, 0.7782,\n", + " 0.6472, 0.8075, 0.8154, 0.7994, 0.8202, 0.8150, 0.8094, 0.7835, 0.7966,\n", + " 0.7961, 0.8114, 0.8266], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.1362e-02, -2.1139e-02, -7.5811e-02, -8.0979e-03, -9.7905e-02,\n", + " -6.4240e-02, -1.1137e-01, -8.8885e-02, 4.2872e-03, 1.0240e-02,\n", + " -6.5854e-02, -8.0492e-02, 2.9897e-02, -6.2206e-02, -4.8446e-02,\n", + " -1.0729e-01, -1.0719e-01, -6.6133e-02, 1.2595e-02, -4.8516e-02,\n", + " -1.1542e-01, -2.8713e-02, -8.3221e-02, -1.6142e-01, -5.5506e-02,\n", + " -8.8782e-02, -6.1462e-02, -5.6109e-03, 2.6672e-03, -5.5647e-02,\n", + " -7.5772e-02, -4.6467e-02, -1.1253e-01, 4.3458e-04, -1.2891e-02,\n", + " -1.8985e-02, 1.8273e-02, -1.0369e-02, -6.9231e-02, 4.4604e-02,\n", + " -3.7813e-03, 5.2488e-02, -1.1338e-02, -3.9193e-02, -3.9279e-02,\n", + " -2.4902e-02, -7.4043e-02, -4.3355e-02, -2.8837e-02, -2.3977e-02,\n", + " 7.8040e-02, -5.5550e-02, -1.1675e-01, -6.7734e-04, -8.5435e-02,\n", + " -8.8475e-02, -5.6222e-02, 2.1747e-02, 1.2484e-02, 2.7954e-02,\n", + " 9.6641e-03, -9.6321e-02, -4.1679e-02, -3.9307e-02, -2.6504e-02,\n", + " -8.5320e-02, -4.7608e-02, -6.0109e-02, 2.2232e-02, 1.1919e-02,\n", + " 4.3061e-02, -3.8129e-02, 1.1741e-02, -4.4939e-02, -6.3287e-02,\n", + " -2.3888e-02, -3.0544e-02, -3.1179e-02, -6.8521e-02, -1.0757e-01,\n", + " -5.8121e-02, -7.9392e-02, -5.0252e-02, -8.0455e-02, -5.2742e-02,\n", + " -5.2701e-02, -5.7354e-02, -2.9069e-02, 2.4157e-02, -1.2187e-01,\n", + " 5.8234e-03, 3.1140e-03, -1.2781e-01, -3.3020e-02, -7.0746e-02,\n", + " 2.8580e-02, -9.6201e-02, 1.4824e-02, -7.1823e-02, -5.7498e-03,\n", + " 2.6578e-03, -4.0516e-02, -9.2663e-02, -1.9174e-02, -2.9189e-02,\n", + " -4.1956e-02, -1.1289e-02, 1.0686e-02, 1.2404e-03, -3.6887e-02,\n", + " -1.7767e-03, -7.6929e-03, -1.9454e-02, 1.5242e-02, -2.4329e-02,\n", + " -4.3963e-02, 4.1254e-03, 4.0596e-03, -2.0910e-02, -4.1460e-02,\n", + " -1.0514e-02, -2.5199e-02, -3.9839e-02, -3.7927e-01, -5.3645e-02,\n", + " 3.2562e-02, -4.4924e-02, -7.3146e-02, -1.2187e-02, -3.3652e-02,\n", + " -2.1251e-02, -8.9068e-02, -8.9228e-04, 5.0278e-03, 7.5714e-03,\n", + " -1.9635e-02, -4.8386e-02, 3.7448e-03, -3.8368e-03, 1.1127e-03,\n", + " 1.9572e-02, -3.6723e-02, -4.0977e-02, -1.1455e-01, -8.5390e-02,\n", + " -1.6222e-02, -9.9858e-03, 5.8480e-02, -1.5125e-02, -1.2109e-01,\n", + " 1.6111e-02, -1.0311e-01, 4.8411e-02, -5.3147e-02, -1.3798e-02,\n", + " -7.1730e-02, -4.0161e-02, -3.3945e-02, -3.8025e-02, -7.8987e-03,\n", + " -6.0108e-02, 9.9554e-03, 5.7799e-03, -6.7667e-02, -1.0783e-01,\n", + " -2.7267e-02, -1.3513e-01, -5.5996e-02, 4.8432e-02, -4.2904e-02,\n", + " -1.5741e-03, 2.0023e-02, -5.2984e-02, -7.2217e-02, -4.1452e-02,\n", + " -3.8336e-02, -1.0602e-01, -3.8518e-03, -3.3556e-02, -8.4335e-02,\n", + " -1.9414e-01, -1.0884e-01, 3.8163e-02, -3.4392e-02, -7.1212e-02,\n", + " -3.3847e-02, -1.5423e-01, -5.1650e-02, -1.0664e-01, -1.5648e-02,\n", + " -8.8657e-03, 4.4095e-02, -9.4535e-02, -1.7994e-02, -8.6558e-02,\n", + " -4.4600e-02, -3.6234e-02, -1.8038e-02, 7.7291e-03, -2.1728e-02,\n", + " 5.1011e-03, -3.8045e-02, -4.8390e-02, -1.4892e-02, -1.2812e-02,\n", + " -1.1820e-01, -4.9538e-02, 2.2665e-02, -5.9120e-02, -5.1434e-02,\n", + " 1.5802e-03, -2.3590e-02, -9.8635e-02, -9.1213e-02, -3.5988e-02,\n", + " -3.7719e-02, 3.5263e-02, 7.8793e-03, -1.0256e-01, -1.1728e-02,\n", + " -6.5399e-02, -8.2471e-02, -3.8857e-02, -6.5676e-02, -1.2306e-02,\n", + " 4.3430e-01, -6.2846e-02, 3.0290e-02, -1.0564e-01, -2.7240e-02,\n", + " 1.1110e-02, -4.3579e-02, -1.5262e-01, 5.8040e-03, -1.5194e-02,\n", + " -2.8451e-02, -3.2047e-02, -3.3394e-02, -9.8465e-02, 7.7444e-02,\n", + " -3.9825e-02, -6.5182e-02, 6.2047e-02, -9.2174e-02, -3.6456e-02,\n", + " -3.1621e-03, -5.8628e-02, -2.2820e-02, 2.5846e-02, 3.5630e-02,\n", + " 9.8710e-04, -1.1307e-01, -1.3313e-02, 1.7162e-02, -7.5754e-02,\n", + " -9.8890e-03, -5.1323e-03, 4.0096e-02, -2.6852e-02, -7.1099e-02,\n", + " -6.3135e-02, -1.7889e-02, -2.4470e-02, -4.3215e-03, -2.5126e-02,\n", + " 8.1877e-02, -4.7567e-02, -4.6521e-02, -7.1673e-02, -2.2439e-02,\n", + " -8.7681e-03, -4.7087e-02, 1.4264e-02, -4.8559e-02, -1.2411e-02,\n", + " -3.3777e-02, -5.1161e-02, -4.4873e-02, -4.8985e-03, 9.3010e-03,\n", + " -5.4595e-02, -1.0051e-01, -5.2337e-02, -1.6020e-03, 7.2563e-02,\n", + " -4.4614e-02, -1.3594e-01, -5.9025e-02, -4.3979e-02, -1.7385e-02,\n", + " -3.3880e-02, -4.9312e-02, 2.7752e-02, -3.7881e-02, -9.5431e-02,\n", + " -5.4052e-02, -2.1057e-02, -8.0697e-02, -9.2981e-02, 1.1323e-02,\n", + " -1.9936e-02, -6.2868e-02, -2.3075e-02, -7.0953e-02, -1.3957e-01,\n", + " -2.8137e-02, -1.6601e-02, 9.3149e-03, -4.1541e-01, -8.8792e-03,\n", + " -8.1566e-03, 5.3763e-03, -8.6175e-02, -3.5735e-02, -1.6793e-02,\n", + " -8.2754e-02, -5.3099e-02, -2.7819e-02, -3.3768e-02, 3.1374e-03,\n", + " -8.3585e-03, -1.1262e-01, -6.6105e-02, 8.8857e-02, -1.3025e-02,\n", + " -1.0040e-02, -5.3616e-02, -9.9734e-02, 6.4510e-03, 3.3691e-02,\n", + " -8.8595e-02, -7.2246e-02, -7.5322e-02, -1.2594e-01, -2.3822e-02,\n", + " 2.0735e-03, 1.3872e-02, -2.7440e-02, -2.0588e-02, -5.4746e-03,\n", + " -2.8957e-02, -7.3782e-02, -5.3082e-02, -7.3429e-02, -4.4103e-02,\n", + " 2.5730e-03, 1.1183e-02, 1.2541e-01, -5.3598e-03, 6.3142e-02,\n", + " -2.0548e-02, -2.2290e-02, -1.4678e-01, -2.7653e-02, -1.8403e-02,\n", + " -5.6971e-03, -5.1638e-02, -7.1981e-02, -5.9321e-03, -4.1501e-02,\n", + " -1.7628e-02, 6.8465e-03, -7.9499e-02, -2.9736e-02, -6.9518e-02,\n", + " -2.3201e-02, 4.0839e-04, -2.5406e-02, 1.6187e-02, -1.6235e-02,\n", + " 7.2862e-02, -1.9922e-02, -4.6751e-02, -2.7472e-03, 4.8653e-02,\n", + " -2.7372e-02, -9.0514e-02, -2.6969e-02, 4.2322e-02, -4.6600e-02,\n", + " -2.7588e-02, 2.5768e-01, 7.3218e-03, 3.6501e-02, -1.4214e-01,\n", + " 1.9775e-03, 2.6063e-03, -8.5092e-02, -3.9450e-02, 3.2309e-02,\n", + " -3.1081e-02, -3.9204e-02, -4.0745e-02, 4.4976e-02, -3.5110e-02,\n", + " -2.9960e-02, 3.7239e-02, 2.4120e-02, -1.1123e-01, 2.0888e-02,\n", + " 1.0318e-02, -2.9862e-02, -7.1648e-02, 9.5027e-03, 1.7330e-02,\n", + " 5.9332e-02, -7.5450e-02, 5.0240e-02, -1.1350e-01, -3.4397e-03,\n", + " -4.1896e-02, 2.5440e-03, -2.2849e-02, 7.7766e-03, -3.0966e-02,\n", + " -7.3168e-02, -4.5329e-02, 6.6936e-03, -5.9718e-02, -4.3592e-02,\n", + " -3.6960e-02, 2.2038e-02, -6.0747e-02, 1.1733e-02, 2.1222e-02,\n", + " -6.0428e-02, 2.9012e-02, 1.1516e-02, 6.7814e-02, -8.9485e-02,\n", + " 1.7257e-03, 1.7998e-02, 1.3386e-02, -6.4914e-02, -4.2015e-03,\n", + " -7.0684e-02, -3.2654e-02, 1.6183e-02, -2.4565e-02, -2.1684e-02,\n", + " -5.0920e-02, -5.4181e-02, -9.0532e-02, 3.4629e-02, -1.7536e-02,\n", + " 2.8171e-02, 7.9664e-02, -6.9862e-03, -3.9849e-02, -7.6986e-04,\n", + " -1.0305e-01, -1.7982e-02, -1.0644e-01, 3.3085e-02, -1.0057e-01,\n", + " -1.1000e-01, 1.8379e-02, -7.5758e-02, 6.9268e-02, 9.0715e-02,\n", + " -5.1281e-02, 2.9102e-02, -3.7505e-02, -7.9620e-02, -1.3072e-01,\n", + " 9.0839e-03, -8.3967e-02, 4.9114e-02, -4.9140e-02, -5.2445e-02,\n", + " -6.2678e-02, -6.3389e-02, -2.3650e-02, -1.1224e-01, -1.0199e-02,\n", + " 1.7565e-02, -2.2788e-02, -7.4345e-02, 2.6721e-02, 3.4486e-02,\n", + " -1.9545e-02, -3.0934e-02, 9.9406e-03, -6.9302e-02, -8.4427e-03,\n", + " 2.0471e-02, -6.0629e-02, -1.2793e-01, 1.3341e-02, -4.0084e-02,\n", + " 4.4260e-03, -2.9441e-03, -5.2052e-02, -3.7910e-02, -7.0367e-02,\n", + " -1.7955e-02, 3.0577e-02, -5.3963e-02, -8.4500e-02, -1.0929e-01,\n", + " -2.1843e-02, -6.7049e-02, -1.7152e-02, 1.1544e-02, -3.6903e-02,\n", + " -4.1726e-02, 1.7800e-02, -6.0652e-02, 8.4222e-03, -6.5603e-03,\n", + " 2.0868e-02, -1.0623e-02, -2.9781e-02, 2.0752e-02, -4.4583e-02,\n", + " -8.6989e-02, -1.3837e-02, -1.1138e-02, 5.2651e-02, -3.5046e-02,\n", + " -1.3963e-02, -6.2696e-02, -8.8634e-02, -1.3488e-02, -7.9394e-04,\n", + " -1.1459e-02, -4.1579e-01, -2.9550e-03, -7.5688e-02, -5.7328e-02,\n", + " -1.3988e-02, -3.2999e-02, -1.6646e-02, -6.0204e-02, -5.6912e-02,\n", + " 4.9636e-02, -4.6067e-02, 1.4898e-03, -7.1886e-02, 1.3885e-01,\n", + " -7.0987e-02, -1.2024e-02, -4.3055e-02, -1.7132e-02, 4.4137e-02,\n", + " 8.6884e-02, -3.8044e-03, -1.3646e-02, -1.2310e-01, -9.4855e-02,\n", + " 4.3715e-03, 4.0915e-02, -6.6918e-02, -2.9787e-02, -2.3023e-02,\n", + " -3.7373e-03, -2.5459e-02, -1.0892e-01, -4.6046e-02, 7.2752e-03,\n", + " 1.7191e-02, 2.6607e-02, -1.1708e-01, 1.0959e-02, 1.0620e-02,\n", + " -3.5897e-02, -5.3323e-02, -5.8725e-02, -1.0378e-02, -4.7706e-02,\n", + " 1.8659e-03, -6.0888e-02, -1.0792e-01, -3.3674e-02, 1.8794e-02,\n", + " -6.7407e-02, -5.3001e-02, 7.0236e-02, -6.1790e-02, 4.3988e-02,\n", + " 8.6426e-03, -8.1173e-02, -4.3926e-02, -2.9863e-02, -9.4102e-04,\n", + " -1.0606e-02, -2.0545e-01, 8.4482e-03, -1.6001e-02, -2.0171e-02,\n", + " -3.7645e-02, -2.5153e-02, -5.8750e-02, 1.0159e-02, -3.9517e-02,\n", + " -3.4803e-02, -2.8174e-02, -4.9856e-02, -5.0199e-02, -2.9427e-02,\n", + " -4.1125e-02, -1.2681e-02, 2.4346e-02, -6.0683e-02, -8.4800e-02,\n", + " -9.0528e-02, -3.9378e-02, -4.6350e-02, 2.7161e-03, -1.5785e-02,\n", + " -8.0687e-02, 2.2171e-02, -4.7229e-03, -5.2977e-02, -1.8089e-02,\n", + " 1.1580e-02, 9.4699e-03, -1.2036e-02, 2.1710e-02, 3.5645e-02,\n", + " -1.2094e-01, -4.0135e-02, -7.4306e-02, -9.7870e-03, -5.3679e-02,\n", + " -4.7410e-02, -1.1074e-01, 3.4376e-02, -7.2576e-02, -5.7748e-02,\n", + " -1.0441e-01, -4.5554e-02, -6.4857e-02, -1.4859e-01, -3.1018e-02,\n", + " -4.7611e-02, -6.7080e-02, -6.3054e-02, -8.6482e-02, -5.7229e-02,\n", + " 4.1857e-02, -1.1226e-01, 2.6263e-03, 5.0956e-02, -2.2680e-02,\n", + " 7.5209e-02, -3.6766e-02, -1.1250e-01, -4.2424e-02, -1.0365e-01,\n", + " -7.9786e-02, -6.1874e-02, -1.0176e-01, -7.9025e-02, -1.5940e-02,\n", + " -2.2612e-02, -9.9498e-02, -8.6026e-02, -3.7958e-02, -2.1595e-03,\n", + " -6.3151e-02, 3.0186e-02, -8.7673e-02, -2.3391e-02, -3.7365e-02,\n", + " -5.6762e-02, -3.4761e-02, -1.2715e-01, -1.0902e-01, -9.3632e-02,\n", + " -1.0694e-01, -1.4135e-02, 2.1508e-02, -1.0193e-02, -7.1002e-02,\n", + " 1.5634e-02, -9.1708e-02, -7.8840e-02, -6.2213e-02, -1.4059e-03,\n", + " -2.5708e-02, -1.9438e-02, -5.8914e-02, -2.4784e-04, 3.0568e-03,\n", + " -2.8721e-02, -4.9874e-02, -9.1331e-02, 3.1717e-02, -4.1207e-02,\n", + " 4.6977e-03, -1.8336e-02, -3.8194e-02, -3.4620e-02, -1.6672e-02,\n", + " -6.0389e-02, 4.9552e-02, -4.2689e-02, 1.7019e-02, -7.2453e-02,\n", + " -7.7890e-02, -1.2995e-02, 2.8752e-02, -1.9292e-02, -9.7709e-02,\n", + " -6.3426e-02, -1.6326e-01, -6.6448e-02, -4.3279e-02, -1.0640e-01,\n", + " -3.5923e-02, -3.9645e-02, -1.0021e-01, -8.0595e-02, -7.7919e-03,\n", + " -5.2596e-02, 5.7838e-02, -6.7250e-02, -4.0111e-02, -1.5037e-02,\n", + " 2.5015e-01, -2.8034e-02, -1.3051e-02, -3.6914e-02, -8.1649e-02,\n", + " -6.9879e-03, 1.7801e-02, -9.0037e-03, 3.4770e-02, 2.9013e-02,\n", + " -4.7406e-02, -2.4532e-02, -2.6549e-02, -1.0197e-01, -1.3016e-01,\n", + " -1.9337e-02, -2.1702e-02, -1.0323e-01, -1.7879e-03, -5.0249e-02,\n", + " -4.0157e-02, -5.4023e-02, 2.9882e-02, 3.2381e-02, -3.8132e-02,\n", + " -1.0330e-01, -6.2905e-02, 2.3009e-02, -5.4649e-02, -5.7878e-02,\n", + " -2.2109e-02, -1.4713e-02, -8.6525e-03, -7.3654e-02, 1.3044e-02,\n", + " -4.2456e-02, 1.4466e-01, -6.9343e-02, -2.6265e-02, 3.4474e-02,\n", + " -5.8037e-02, -2.6273e-02, -7.6483e-02, 4.9269e-02, 2.7771e-02,\n", + " -1.5530e-02, -2.2757e-02, -2.3138e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.6676e-02, -1.4497e-02, -3.8229e-02, 1.1834e-03, -5.4898e-02,\n", + " -6.6086e-02, -1.0283e-02, 6.3277e-02, -1.7615e-02, -4.0525e-02,\n", + " -4.5876e-03, 2.2352e-02, -2.2756e-02, 7.4079e-02, 9.4136e-03,\n", + " -3.4196e-02, 6.0986e-02, 2.0791e-02, 3.0050e-02, -2.4763e-02,\n", + " 1.1391e-01, 5.7480e-02, 4.4814e-02, 9.5734e-03, 8.2847e-02,\n", + " -3.6637e-02, -4.6617e-02, -7.7708e-02, -6.1253e-02, -1.6416e-02,\n", + " 6.0051e-02, -1.6581e-02, 1.3533e-02, -3.4358e-02, 3.3707e-02,\n", + " -2.6728e-02, -5.1416e-02, -7.5241e-04, 1.1595e-01, 1.1904e-02,\n", + " -2.1282e-02, 6.6300e-02, -1.8813e-02, 1.2436e-02, -2.3964e-02,\n", + " 3.9917e-02, -3.8244e-02, 9.8298e-03, 2.5534e-02, -4.9707e-02,\n", + " 2.4500e-02, 1.7851e-02, -1.1556e-02, -3.3669e-03, -4.9233e-02,\n", + " -2.7483e-02, 2.7150e-02, -2.5129e-02, -5.5339e-02, -3.6421e-02,\n", + " -8.4919e-02, 4.4152e-02, 2.5176e-02, 5.0405e-02, -3.2279e-02,\n", + " 5.1725e-01, 3.1538e-01, 9.1517e-02, -7.7288e-02, -4.9325e-02,\n", + " -3.4406e-01, -4.2674e-01, -3.9943e-01, 2.6362e-01, -5.3500e-02,\n", + " -3.4239e-02, 2.7550e-01, -8.8158e-02, -1.0656e-01, 4.0385e-02,\n", + " -5.9642e-01, 4.1534e-01, -2.4191e-01, 2.4182e-01, -1.0772e-01,\n", + " -2.1232e-01, -1.9627e-01, -9.7312e-01, -5.6273e-01, -5.6076e-01,\n", + " 6.5617e-02, 6.9254e-01, 2.9777e-01, 8.4928e-01, 1.2793e-01,\n", + " -4.3920e-01, -3.8617e-01, 2.0038e-01, 1.2056e-02, -1.2885e-01,\n", + " -6.0275e-01, 1.8397e-01, -1.2694e-01, -2.1938e-01, 6.0315e-02,\n", + " 1.6924e-01, 2.8922e-02, 8.8135e-01, -5.2385e-01, 3.6702e-01,\n", + " -1.4968e-01, -2.7139e-01, 2.0185e-01, -8.5037e-01, -4.2382e-01,\n", + " -2.4636e-01, -6.7376e-01, -1.9075e-01, 2.3266e-01, 6.5202e-01,\n", + " -2.5832e-01, 2.5141e-01, 8.3373e-02, -3.6621e-01, -1.8366e-01,\n", + " 9.2316e-03, 3.5688e-01, -5.1173e-01, -3.9082e-02, 2.7961e-02,\n", + " -5.4518e-03, -1.5936e-01, 7.4766e-03, 9.2788e-02, -9.5824e-02,\n", + " -7.4753e-02, -8.9883e-02, -1.8775e-01, -2.6499e-01, 5.0678e-02,\n", + " -6.9718e-02, 1.0717e-02, 1.7259e-01, 9.3599e-02, 1.1339e-01,\n", + " -1.2010e-01, 6.8740e-02, 1.7185e-02, -3.3607e-02, -4.4961e-02,\n", + " -1.6610e-01, -9.8654e-02, -9.1762e-02, -3.5900e-01, 8.3867e-02,\n", + " 2.5942e-02, -3.1374e-01, 7.3607e-02, -2.8122e-02, -1.6737e-02,\n", + " 7.7106e-02, 3.4752e-02, 1.4944e-01, -9.4777e-02, 3.7560e-01,\n", + " 9.0495e-02, -1.7742e-02, 6.4571e-02, 7.2401e-02, 2.3713e-02,\n", + " -9.8992e-02, -2.6287e-01, 1.8729e-01, 2.5469e-02, 4.0502e-02,\n", + " -2.6387e-01, 1.4363e-01, 2.2296e-01, 3.6160e-01, -4.0661e-02,\n", + " -9.3315e-02, -1.4177e-01, -9.6329e-02, -1.1685e-01, -1.6268e-01,\n", + " -1.0495e-01, -7.6147e-02, -5.0305e-02, 1.8191e-01, 1.3517e-01,\n", + " -9.8461e-02, -1.4344e-01, 2.6707e-02, -5.7844e-03, 1.6136e-02,\n", + " 3.8577e-02, 6.7770e-03, 1.6096e-02, -1.6162e-01, -3.2251e-02,\n", + " 7.4246e-03, -3.2815e-02, -2.3777e-02, 2.0309e-02, -5.0988e-03,\n", + " 3.7856e-02, 1.2099e-02, 2.8584e-02, 7.1429e-03, 4.6537e-02,\n", + " -2.7939e-02, 2.6535e-03, 1.5291e-04, 1.6220e-03, 3.5484e-04,\n", + " -1.2698e-03, -5.1362e-03, 4.8101e-02, -5.1189e-02, -1.1553e-02,\n", + " -3.9562e-02, 1.2229e-02, 1.9334e-02, -1.8756e-02, -3.4825e-02,\n", + " 5.6503e-03, -1.0227e-02, 4.6868e-02, -5.2604e-02, -1.9529e-03,\n", + " -7.9708e-02, 6.5829e-03, 1.1274e-02, 1.3924e-02, -3.2394e-04,\n", + " 1.9719e-02, -3.0671e-02, 1.5449e-02, -7.6544e-03, -1.0178e-02,\n", + " -6.1795e-04, -4.7540e-02, 2.7070e-02, 5.0625e-03, -2.4552e-02,\n", + " 1.5775e-02, -9.4018e-03, 9.3730e-03, -2.1154e-02, 2.2448e-01,\n", + " -7.5260e-02, 1.9674e-02, 2.8595e-02, 1.2666e-01, -1.8409e-02,\n", + " -1.4414e-02, -3.2591e-02, 2.2882e-02, 6.1680e-02, 2.7876e-04,\n", + " -8.5153e-02, -1.4246e-01, -4.9553e-01, -1.8867e-03, -6.1740e-02,\n", + " -6.6917e-02, -1.7902e-02, 1.7867e-01, 7.0403e-02, 5.3641e-02,\n", + " -4.7796e-01, -4.1694e-02, 9.0810e-02, 1.0040e-01, 1.8740e-01,\n", + " 1.9844e-01, -1.9279e-01, -5.5545e-02, 6.1532e-03, -1.8530e-01,\n", + " -5.2766e-01, -4.9558e-01, -4.3685e-02, -1.5085e-02, 1.2192e-01,\n", + " -1.1756e-02, -5.9354e-02, 4.8515e-02, 1.1279e-01, -2.6360e-01,\n", + " -3.5071e-02, -1.3980e-02, -1.5387e-03, -3.5413e-03, -3.9907e-02,\n", + " -2.8938e-01, 4.3386e-02, -2.9567e-01, 1.1038e-01, 9.2879e-02,\n", + " -3.4024e-01, 1.6324e-02, -1.9134e-01, 6.8955e-02, 1.1309e-01,\n", + " 5.4174e-02, 3.5320e-02, 1.0750e-01, 2.7687e-01, 2.8393e-02,\n", + " -1.8880e-01, 2.2631e-01, -9.1082e-02, 8.3804e-03, -3.2280e-02,\n", + " 1.9409e-01, 2.3351e-01, 7.2624e-02, -7.0471e-02, 1.9323e-01,\n", + " -5.4754e-01, -1.7651e-01, 6.0117e-01, 2.0444e-01, 1.6887e-02,\n", + " -1.7484e-01, 7.7730e-02, -3.0719e-01, 2.8470e-01, -2.4057e-01,\n", + " -4.2552e-02, -1.8666e-01, 8.2095e-02, -2.3497e-01, 1.5527e-01,\n", + " -9.2018e-03, 2.2057e-02, -4.7594e-01, -8.1566e-01, 7.5547e-01,\n", + " 1.0632e-01, -8.3864e-01, 8.0297e-01, -5.3292e-03, -6.0082e-01,\n", + " -3.2864e-02, -1.2063e-01, -3.3728e-01, 1.7570e-01, -7.3240e-02,\n", + " -3.4682e-01, -3.2228e-01, -1.8842e-01, 1.8825e-01, 3.2367e-01,\n", + " -1.0805e-01, -3.3671e-01, -2.3307e-01, -2.5989e-01, 6.2850e-02,\n", + " 1.0372e-01, -3.9301e-01, 1.0514e+00, 1.5401e-01, -1.8647e-01,\n", + " 4.9909e-02, 3.5124e-02, 1.6945e-01, -2.7831e-01, 1.0684e+00,\n", + " -6.0452e-02, -1.1925e-01, -2.3353e-01, 3.1287e-01, -4.5386e-01,\n", + " -4.6662e-01, -7.0648e-01, -2.4313e-01, -6.1058e-01, 2.8846e-01,\n", + " -3.2776e-01, 1.9120e-01, -5.6931e-02, 3.1565e-01, 1.5460e-01,\n", + " -9.3033e-02, 5.4597e-01, 1.5567e-01, -2.7285e-02, -3.2044e-02,\n", + " 2.2920e-02, 8.2734e-02, -5.9834e-03, -7.3332e-02, 7.0241e-01,\n", + " -1.1788e-01, 2.1087e-02, 3.5833e-01, -3.9852e-02, -1.8313e-01,\n", + " -1.0973e-01, 6.7136e-02, -1.2771e-01, -1.1298e-01, -2.1797e-01,\n", + " 2.0707e-01, -8.0772e-03, -3.2468e-01, -1.1986e-01, -2.5774e-01,\n", + " -2.5874e-02, 8.5947e-03, 7.8453e-02, -4.3006e-02, -1.4729e-01,\n", + " 4.3664e-01, 6.8956e-02, -1.5234e-01, 4.9087e-01, 4.5011e-02,\n", + " 7.0767e-02, 2.7688e-02, -1.7070e-01, -1.3992e-01, -2.1632e-01,\n", + " -1.1516e-01, 2.5437e-01, -1.5697e-02, 9.7330e-02, 1.4378e-01,\n", + " -2.9128e-01, -9.4858e-02, 7.3918e-03, 9.6405e-02, -2.6798e-01,\n", + " 5.8345e-03, 3.8105e-01, 4.3693e-01, -1.5936e-01, 3.1014e-01,\n", + " -2.3732e-02, 2.5146e-01, -6.9307e-01, 3.4516e-01, -1.5148e-01,\n", + " 2.3852e-01, 2.5131e-01, 1.1839e-01, -7.6520e-02, 5.6796e-02,\n", + " 2.2740e-01, -6.8586e-03, 1.1995e-02, -4.7338e-02, 2.0103e-02,\n", + " -7.6994e-02, -2.9013e-02, 8.2418e-03, 8.0422e-02, -8.3503e-02,\n", + " 5.2074e-02, -4.3157e-02, -1.7998e-02, -2.9773e-02, -8.7704e-02,\n", + " 4.1017e-03, -2.6376e-02, -2.6145e-02, -1.0665e-01, 2.7705e-03,\n", + " -5.9064e-02, -3.9609e-02, 1.2494e-01, 2.3574e-02, -2.0911e-02,\n", + " 1.9897e-01, -1.0499e-01, 7.8466e-02, 5.0771e-02, 6.2194e-02,\n", + " 6.2985e-02, 3.9984e-02, -4.6588e-02, -6.1262e-02, -4.0192e-02,\n", + " -5.3037e-02, -7.7313e-02, 4.6824e-02, 2.7598e-02, -6.4732e-02,\n", + " -7.0918e-02, -6.1746e-02, -7.4184e-03, 5.1934e-02, 1.6011e-01,\n", + " 3.7397e-02, -8.2230e-03, -2.5685e-03, -1.1432e-01, -1.4145e-02,\n", + " 1.9198e-02, 1.7893e-03, -4.0012e-02, 7.2151e-02, -3.3220e-02,\n", + " -3.9576e-02, -4.0817e-03, 3.2345e-03, 3.9684e-03, -1.1273e-01,\n", + " 1.8606e-02, -2.5588e-03, 5.1042e-02, 8.8128e-02, 4.9168e-02,\n", + " -6.8063e-02, 1.4073e-02, -9.9500e-02, -1.4290e-01, -9.3147e-02,\n", + " -7.5217e-02, 8.4148e-02, 3.4342e-02, -4.8259e-02, 5.5812e-02,\n", + " -1.0971e-01, -2.8572e-02, 7.9434e-02, -4.4745e-02, 1.5693e-01,\n", + " -3.6602e-02, -1.5493e-02, 3.4104e-02, 2.0368e-01, 4.0578e-02,\n", + " -1.1849e-01, -1.7429e-01, -7.3193e-02, 5.9164e-03, 8.1119e-02,\n", + " 9.3226e-02, 1.4431e-01, 1.0619e-01, 4.8593e-04, 9.5823e-02,\n", + " 2.4659e-01, -7.0603e-02, -1.2534e-01, -7.7356e-02, 2.5577e-02,\n", + " 2.4145e-01, 1.3097e-01, -1.9513e-01, 2.5259e-02, -8.4881e-02,\n", + " 3.5848e-02, 2.9840e-01, -9.3579e-02, -3.1677e-02, 2.4896e-02,\n", + " -1.0908e-01, -2.8209e-01, -1.9974e-01, 2.3098e-02, -1.1324e-01,\n", + " 1.9289e-02, 1.5003e-01, -2.7591e-01, -6.2483e-03, 1.0658e-01,\n", + " -7.6996e-02, 8.4920e-03, -2.9820e-03, -1.4032e-01, 1.2744e-01,\n", + " -2.3254e-02, 3.5013e-02, 3.8396e-01, -4.7234e-02, -3.4301e-02,\n", + " 6.6341e-01, 6.6387e-02, 1.4546e-01, -2.3940e-01, 1.0763e+00,\n", + " -6.9414e-01, 4.6188e-01, 3.7988e-01, 4.8126e-01, -5.3142e-02,\n", + " 7.2297e-01, -7.4483e-01, 4.2585e-02, -2.6484e-01, -3.1656e-01,\n", + " 2.1765e-02, -5.7106e-01, -1.6304e-01, 3.6541e-01, -7.3599e-01,\n", + " -4.5916e-01, -4.5169e-01, 8.9293e-01, 1.5114e-02, 4.6301e-01,\n", + " 9.4393e-01, 3.2961e-01, -2.4394e-01, 1.0680e-01, 8.8579e-02,\n", + " 3.4309e-01, 1.7438e-02, 6.8438e-03, 4.1239e-01, 7.3337e-02,\n", + " 1.0671e-01, -3.4730e-01, -1.1039e-01, -3.9782e-01, 1.8350e-01,\n", + " 1.1450e-01, -5.9134e-01, 1.0044e+00, 1.9876e-02, -6.1755e-01,\n", + " -1.0018e-01, 9.6574e-02, 5.5285e-01, -5.5048e-01, -3.9156e-01,\n", + " 4.7010e-01, 5.2039e-01, 1.9557e-02, -2.2252e-01, 2.8641e-01,\n", + " -7.5915e-01, -6.9513e-02, 6.5966e-02, -3.0074e-01, -1.6357e-01,\n", + " 2.3629e-02, 4.1242e-02, 4.0894e-02, -6.7828e-03, -2.3744e-02,\n", + " 3.0827e-02, -2.0887e-02, 3.4592e-02, 3.9809e-02, 1.4730e-02,\n", + " 1.1941e-02, 5.2029e-02, -3.8518e-02, 1.7108e-02, 2.7907e-02,\n", + " 1.6488e-02, -1.1684e-03, -1.4101e-02, 2.8589e-02, 2.9665e-02,\n", + " 3.0325e-02, 8.2166e-03, 2.7454e-02, 2.8607e-03, 5.2948e-02,\n", + " -6.7410e-03, -4.1444e-03, -4.5906e-03, -3.0016e-02, -3.9101e-03,\n", + " -2.7200e-02, 2.4937e-02, -4.3848e-02, 6.1882e-03, 2.5957e-02,\n", + " -2.1802e-02, 3.6864e-02, -8.4708e-04, 1.3786e-04, -2.7332e-03,\n", + " -5.6039e-02, -2.7593e-02, -4.1676e-03, -1.1120e-02, -5.0939e-03,\n", + " -1.1879e-01, 2.3142e-02, 1.4584e-02, 1.2228e-03, 9.3503e-04,\n", + " -4.6743e-03, 1.3130e-01, -2.2952e-02, 5.3496e-02, -2.3156e-02,\n", + " -2.1183e-02, 6.5988e-03, 4.6882e-03, 3.9598e-02, -2.5615e-01,\n", + " 1.9471e-02, -5.7348e-05, -1.6107e-01, -2.3666e-03, 6.1859e-02,\n", + " 5.2104e-02, 1.1598e-01, -6.9523e-03, 2.6113e-02, 1.8232e-03,\n", + " -3.7961e-02, -2.5008e-01, -3.0902e-02, 2.9389e-02, 4.5719e-02,\n", + " -3.8667e-02, 3.8771e-02, -7.0226e-02, 1.4924e-01, 1.7715e-01,\n", + " -3.2035e-02, -4.0235e-02, -3.7918e-02, -4.8772e-02, 5.3331e-02,\n", + " -2.9140e-01, -1.1118e-01, 1.3034e-02, 1.0191e-01, -2.4598e-02,\n", + " 3.4927e-02, 2.8932e-02, -5.8911e-02, -8.0538e-02, 1.9185e-02,\n", + " -8.9750e-03, -4.6281e-02, 7.3386e-02, -4.7614e-02, -4.3294e-02,\n", + " -4.9458e-01, 4.3920e-02, -9.7529e-02, 5.1268e-02, -2.0372e-01,\n", + " -5.4626e-02, -1.1206e-02, 2.0399e-02, 5.9959e-02, -1.4725e-02,\n", + " 1.6513e-01, 1.2975e-01, -5.0578e-02, -9.2773e-02, 1.0862e-02,\n", + " -4.3261e-01, -6.4384e-02, -7.1346e-02, -1.1462e-02, 3.6257e-02,\n", + " -1.5810e-02, 9.4803e-03, -1.1244e-02, -1.3266e-01, -3.8921e-02,\n", + " -2.6781e-01, 4.4253e-03, -9.8164e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.9300e-03, 8.5589e-03, 6.7078e-03, -5.2475e-03, -1.7074e-04,\n", + " 5.0674e-03, 4.1815e-03, 1.8580e-03, -1.0160e-03, 1.1964e-03,\n", + " 2.7083e-04, -2.4458e-04, -5.4050e-04, -2.5650e-03, -4.7394e-03,\n", + " 4.8531e-04, -1.8098e-02, 4.8317e-03, -4.4570e-03, -5.3863e-03,\n", + " 3.1918e-03, 1.9480e-03, 4.9041e-03, 7.7739e-03, 2.8508e-03,\n", + " -1.3875e-03, 1.9202e-03, -1.5556e-02, -1.5886e-03, 1.2212e-02,\n", + " -1.1864e-02, 2.5167e-04, -5.7444e-03, 4.7266e-03, 4.8462e-03,\n", + " -3.6997e-03, 1.6192e-03, -1.2002e-02, -1.1027e-02, -9.1347e-03,\n", + " 1.5765e-03, 4.0555e-03, 3.5739e-04, -1.6339e-03, 1.0962e-02,\n", + " -8.4997e-03, -2.8029e-03, -3.4114e-03, -8.8147e-05, 6.0323e-03,\n", + " 6.8531e-03, -4.1245e-03, 4.4613e-03, 8.4199e-03, -3.1771e-03,\n", + " 1.6702e-03, 3.4850e-05, -7.3424e-03, -1.5101e-03, -4.7782e-03,\n", + " 9.2995e-03, -4.0258e-03, 6.3561e-04, -6.4632e-03, -2.0197e-03,\n", + " -9.8148e-04, -1.2540e-02, -7.2752e-03, 1.4507e-03, 1.2296e-04,\n", + " -2.4770e-03, -6.0837e-03, 5.7567e-03, 1.4083e-03, 3.1109e-04,\n", + " -7.3145e-03, -5.0330e-03, -1.2406e-03, 6.2154e-03, -4.2917e-03,\n", + " 2.1385e-03, 6.0483e-03, 1.5663e-04, -8.1126e-03, 2.5341e-04,\n", + " 1.2467e-03, -3.5925e-04, 3.3632e-03, 2.0393e-03, 7.3646e-03,\n", + " 2.1375e-03, -2.7026e-03, -4.4974e-03, 7.0134e-03, 1.1709e-02,\n", + " 3.3522e-03, 1.0950e-02, 3.8271e-03, -4.0832e-04, 1.7266e-03,\n", + " 4.3481e-03, -9.0409e-03, -9.4867e-04, -7.6617e-03, -6.6592e-03,\n", + " -6.1604e-03, 1.4187e-03, 2.6609e-03, -1.7144e-03, 3.7914e-03,\n", + " 3.0868e-03, 5.0570e-03, 8.5467e-03, -9.9423e-03, -2.0796e-03,\n", + " -3.2258e-04, 4.1050e-03, 2.7862e-03, 1.2309e-02, -7.2912e-03,\n", + " 5.8101e-03, -5.7256e-03, -1.5843e-02, 8.8699e-03, 7.5747e-04,\n", + " -6.7110e-03, -5.5266e-05, 6.6545e-03, 7.0998e-04, -2.3847e-03,\n", + " -3.4828e-03, 9.0933e-03, -3.4571e-03, 1.0093e-03, -1.5860e-03,\n", + " -3.0404e-03, 6.4610e-04, 3.7303e-03, -8.0115e-03, -2.7465e-03,\n", + " -8.7046e-04, 1.2836e-04, -4.4670e-03, 3.0893e-03, 1.3451e-04,\n", + " -7.2371e-03, 4.6840e-03, -4.0207e-04, 5.1145e-03, -2.1060e-04,\n", + " 1.0095e-02, 8.6286e-03, -6.7095e-03, 2.5879e-03, -2.8491e-04,\n", + " 8.5179e-03, 1.1921e-03, 9.9142e-04, 4.6654e-04, 5.1127e-03,\n", + " 6.8374e-03, 3.5552e-04, -1.8421e-03, 4.5094e-03, -1.5912e-03,\n", + " -7.3022e-03, 7.6686e-04, 6.0547e-03, 1.0770e-03, -4.5268e-03,\n", + " 1.1596e-03, 1.6065e-05, 8.2845e-04, -2.2180e-03, -6.7698e-03,\n", + " -5.1597e-03, -3.8464e-03, -2.9985e-03, -3.5815e-03, 1.8866e-03,\n", + " 3.5590e-03, 1.6332e-04, 6.9980e-03, 1.9937e-03, 1.8188e-03,\n", + " -1.4298e-02, -2.1265e-03, 1.1429e-02, 1.9449e-05, -2.9942e-04,\n", + " -9.0682e-04, 5.7061e-03, 8.6897e-03, -1.2316e-02, 9.2947e-03,\n", + " 8.1251e-03, 7.0416e-03, 1.7093e-02, 1.4056e-02, -4.1692e-03,\n", + " -1.2083e-03, -6.5084e-03, 8.4934e-04, -1.2930e-02, -6.5551e-04,\n", + " -9.5311e-03, -4.2694e-03, -4.9882e-03, 8.3678e-03, -1.0326e-02,\n", + " 2.7191e-03, 3.6803e-03, 5.4991e-03, -2.8498e-03, -9.1039e-03,\n", + " -3.6083e-03, 1.2725e-02, 5.0432e-03, 4.9373e-03, 8.4427e-04,\n", + " 4.8043e-03, -7.2875e-03, -1.1513e-03, 1.4376e-02, -1.9139e-02,\n", + " -5.7019e-03, 1.2708e-02, -1.8130e-03, -1.4101e-03, 8.7945e-03,\n", + " 1.8720e-03, 1.9557e-02, -1.8691e-03, 5.2001e-03, 1.4023e-02,\n", + " 3.9722e-03, 8.8082e-04, -1.2820e-02, 1.4084e-03, 1.5000e-02,\n", + " 2.5960e-03, -1.5960e-02, -9.8676e-03, 1.1860e-03, -2.2861e-03,\n", + " 1.2104e-03, 1.1771e-02, -1.9730e-03, -1.1499e-02, -1.3481e-02,\n", + " -1.4296e-02, -2.5724e-04, -4.5529e-03, -3.7688e-03, -5.7932e-03,\n", + " 7.7856e-03, -3.8337e-03, -1.9320e-03, 6.8045e-03, -4.4586e-03,\n", + " 1.6528e-03, 3.7164e-03, -1.5865e-02, -5.3465e-03, 3.9016e-04,\n", + " -1.2832e-03, 1.4900e-04, 1.5609e-03, 1.0342e-03, 5.5661e-04,\n", + " 2.0919e-04, -1.2588e-03, 1.7375e-02, 8.1706e-03, -6.6738e-04,\n", + " 1.0252e-02, -8.8026e-03, 1.3686e-03, 8.6173e-04, -9.1880e-03,\n", + " 4.0729e-04, -7.5691e-03, 5.0836e-06, -1.6615e-03, -5.0922e-03,\n", + " -7.5183e-03, -3.7821e-03, -9.2778e-04, 6.7328e-03, -4.3813e-03,\n", + " -1.0221e-03, -1.2368e-02, -1.0867e-02, 5.5248e-03, 4.5581e-03,\n", + " -1.0131e-02, -1.6451e-04, -6.0702e-03, 1.8299e-03, 2.7157e-03,\n", + " -6.8185e-04, 4.8931e-03, 1.4355e-02, 5.9589e-03, -1.6657e-03,\n", + " -8.5590e-03, -2.3917e-03, 2.6150e-03, -3.4086e-03, 3.6453e-03,\n", + " -4.2691e-04, -3.9505e-03, 2.1323e-03, 5.6997e-03, 9.1721e-04,\n", + " 1.9600e-04, 1.0139e-03, -6.3644e-03, 7.4493e-03, -8.3878e-04,\n", + " 1.6466e-03, 6.4495e-03, -7.1808e-03, 9.9231e-04, -9.3418e-03,\n", + " 4.9754e-03, -4.9856e-04, -5.6552e-04, -7.2044e-03, 1.5831e-03,\n", + " 4.8036e-03, -3.9309e-03, 3.7005e-03, -7.0703e-03, 3.9998e-03,\n", + " -1.0022e-03, -1.6003e-03, -2.9830e-03, -6.9749e-04, 2.6021e-03,\n", + " 7.6296e-03, -3.1171e-03, 7.4728e-04, -1.4076e-03, -3.7539e-03,\n", + " 3.1295e-03, -3.0072e-03, -4.0572e-04, -3.8275e-03, 8.0638e-03,\n", + " 1.0790e-03, -8.0044e-03, -5.9716e-03, -4.9287e-04, 5.2971e-03,\n", + " -3.4904e-03, 5.0437e-03, -6.7597e-03, 5.2795e-03, -6.2792e-04,\n", + " 1.5572e-03, -1.0748e-02, 8.6681e-03, 5.2530e-03, -7.9259e-04,\n", + " 4.1247e-03, 5.7562e-03, 1.6704e-03, 1.8165e-03, 1.0173e-02,\n", + " -1.2128e-02, -5.2427e-03, 2.0409e-03, -7.1521e-03, -1.9720e-03,\n", + " 3.4334e-04, 2.2246e-03, 4.6589e-03, -9.2280e-03, 4.1184e-03,\n", + " 5.7624e-03, 4.5186e-03, 1.1339e-02, 2.3686e-03, -2.6594e-03,\n", + " -3.5295e-03, 3.1483e-03, -2.2285e-03, 1.7733e-03, 6.0390e-03,\n", + " -4.5070e-03, -6.6122e-04, 2.6287e-04, -4.0881e-03, -2.6016e-03,\n", + " -1.5992e-03, 1.2946e-02, -5.1533e-03, 1.7519e-03, 8.5993e-03,\n", + " -1.3457e-03, 5.4211e-03, 6.8997e-03, -1.5737e-03, 4.3691e-03,\n", + " 4.4413e-03, -5.0651e-03, -3.0544e-03, -3.7347e-04, -4.5827e-03,\n", + " -8.3630e-04, -2.5575e-03, -4.9778e-03, 9.3016e-03, -4.1158e-03,\n", + " 5.2344e-03, -3.3605e-03, -6.4183e-03, -3.1329e-03, -4.4335e-03,\n", + " 6.0293e-03, -7.9370e-03, -2.2736e-03, -1.2955e-03, 2.2187e-03,\n", + " -2.2986e-03, 6.5840e-03, -4.0940e-03, -1.4016e-03, 2.6759e-03,\n", + " -3.1392e-03, 4.8249e-03, -1.8981e-03, 2.0993e-04, -4.8740e-03,\n", + " 1.3249e-04, 7.8641e-04, 3.4153e-03, 2.8487e-03, -6.0631e-04,\n", + " 4.5089e-03, 1.1371e-03, -4.7340e-03, -9.1283e-03, -2.4335e-03,\n", + " -6.6363e-03, -3.6126e-03, -3.6649e-03, 4.0616e-03, 6.0948e-03,\n", + " 1.0095e-02, 2.2510e-03, 4.5820e-03, -3.5534e-03, 1.2988e-03,\n", + " 2.6603e-03, 5.1994e-03, -2.5577e-03, -3.2454e-03, 5.5617e-03,\n", + " 3.7364e-03, -2.2635e-03, -4.7702e-03, -5.4390e-04, -3.6517e-03,\n", + " 4.2101e-03, 1.0642e-03, 7.9035e-03, -1.1293e-03, -2.7839e-03,\n", + " -5.6322e-03, 2.6490e-04, 2.1525e-03, 1.4891e-03, 1.0607e-02,\n", + " -4.4227e-03, -4.2261e-03, -1.6154e-02, -1.4040e-03, 6.5024e-03,\n", + " 5.5152e-03, -7.0980e-03, 2.2842e-04, -5.2333e-03, 5.5853e-03,\n", + " -1.3156e-03, 4.0778e-03, -8.5845e-03, 3.2263e-04, -4.0613e-03,\n", + " 1.0848e-02, 4.0395e-03, 3.0994e-03, -7.1049e-04, 6.6042e-03,\n", + " 2.1754e-03, -1.1331e-02, -1.4605e-02, 1.1207e-03, 9.2770e-03,\n", + " -7.9655e-03, 6.8227e-03, -3.4564e-03, -6.8266e-03, -1.1763e-02,\n", + " 1.1995e-02, -8.9833e-03, 3.5921e-03, 2.0283e-03, 8.9450e-03,\n", + " 1.5300e-03, 2.6868e-03, 3.9229e-03, -1.8556e-03, -2.2035e-02,\n", + " -1.6732e-02, 1.1018e-02, 9.4328e-04, -2.9249e-03, 2.7719e-03,\n", + " 1.0992e-02, -4.4166e-03, -3.0738e-03, 9.1286e-03, -1.9481e-03,\n", + " -2.2179e-03, 1.8511e-03, 9.2610e-04, -1.4791e-02, -5.8868e-03,\n", + " -7.4093e-04, 6.3656e-03, -6.6316e-03, -1.0364e-02, 2.5863e-03,\n", + " -5.8151e-03, 2.9192e-03, -6.3398e-03, -1.9645e-03, -6.9300e-03,\n", + " 1.4866e-02, -2.5841e-03, 1.9477e-02, 4.8696e-03, 9.5582e-03,\n", + " 1.2214e-02, 7.4713e-03, 2.3840e-03, 5.1540e-03, -6.9205e-03,\n", + " 1.1135e-02, 4.5974e-03, -7.1432e-03, -3.0160e-03, 8.3152e-03,\n", + " -1.4420e-02, 2.9595e-03, -6.3967e-03, 4.0334e-03, -4.9541e-03,\n", + " -4.3201e-03, -1.8934e-03, -2.1565e-02, -7.3732e-03, -3.3527e-03,\n", + " 1.7263e-03, 4.6471e-03, -7.3171e-03, -3.7515e-03, 6.9501e-03,\n", + " -6.6552e-03, 2.2093e-04, -5.7853e-03, -7.0962e-03, 6.4529e-03,\n", + " -7.6430e-03, 6.5924e-03, -2.4543e-03, -6.7676e-04, -4.4349e-03,\n", + " 1.4539e-02, 3.5131e-04, 1.6586e-03, 4.4028e-03, 3.2808e-03,\n", + " 6.9976e-03, -7.2592e-03, -6.4432e-03, 1.4150e-03, -7.7481e-03,\n", + " 1.2922e-03, -1.5928e-03, -5.0782e-03, 1.7602e-04, -5.5456e-03,\n", + " 1.5327e-03, -9.5769e-03, 2.9619e-03, 7.6047e-03, -4.6032e-03,\n", + " -4.4523e-03, -5.2178e-03, 1.4846e-02, 9.7620e-04, 2.3608e-03,\n", + " -1.4634e-03, -2.4513e-03, 6.4284e-03, -1.6828e-03, -2.5102e-03,\n", + " 1.2151e-03, 4.3027e-03, 2.0908e-03, 1.5445e-04, -8.4323e-03,\n", + " 7.4257e-03, -2.8628e-03, 4.7550e-03, -2.9127e-03, 4.9662e-03,\n", + " -6.3313e-03, -1.0529e-02, 7.6072e-03, -7.6190e-03, -1.0754e-02,\n", + " 6.8550e-03, 5.7422e-03, 3.1198e-05, -7.7430e-03, -8.1641e-03,\n", + " 3.9294e-03, -7.4940e-04, -5.8984e-04, -6.9939e-03, -1.9477e-03,\n", + " -7.3148e-03, 4.0242e-03, -4.6901e-04, 3.6592e-03, -5.9084e-03,\n", + " 5.7921e-03, 2.3480e-02, -1.1452e-02, -1.0659e-02, 3.8100e-03,\n", + " -1.2034e-02, -9.7815e-03, -1.7632e-02, -3.3302e-03, 1.6782e-03,\n", + " 7.0468e-03, -4.0884e-03, 7.5114e-03, 1.3719e-02, 5.8457e-03,\n", + " -4.6209e-03, -1.0341e-03, -2.8693e-03, -5.3472e-03, 6.6903e-03,\n", + " 7.2242e-03, 7.0865e-03, -1.2820e-03, 1.7918e-02, -8.8557e-03,\n", + " 4.6244e-03, 4.7741e-03, 9.4395e-04, 1.2661e-03, 1.6341e-02,\n", + " 1.0434e-02, 1.3533e-02, 2.1026e-03, 1.8231e-03, -3.7463e-03,\n", + " 1.5056e-03, 1.2786e-02, -1.2236e-02, 1.1722e-02, -5.6654e-03,\n", + " -1.0062e-02, 1.6478e-03, -5.7537e-03, 5.5735e-03, 3.6610e-03,\n", + " -3.2811e-03, -8.9671e-03, 9.4958e-03, 8.1540e-04, -1.0753e-02,\n", + " 8.1474e-03, -2.3672e-03, 1.2399e-02, -1.0714e-02, -2.3229e-03,\n", + " 4.1645e-03, 8.7689e-03, -1.8756e-03, -3.3093e-03, -1.0230e-02,\n", + " 1.1990e-02, -4.9874e-03, -1.1005e-02, -4.6603e-04, 2.9095e-03,\n", + " -2.4737e-03, 1.0091e-03, -3.5922e-03, -3.8659e-03, 9.9002e-03,\n", + " 1.6129e-04, 1.8465e-03, -4.1638e-03, 2.2505e-03, -1.7540e-03,\n", + " 7.1755e-03, -1.4535e-03, 1.2793e-04, 1.0095e-03, 7.5493e-03,\n", + " -4.2152e-03, -4.7085e-03, 2.0163e-03, 3.1765e-03, 5.4303e-03,\n", + " 4.1548e-03, -2.3893e-03, -1.6012e-03, -1.9725e-03, -5.7064e-03,\n", + " 7.5328e-04, 2.3737e-03, 1.1296e-03, 2.1506e-03, -1.9043e-04,\n", + " -7.1720e-05, -3.3824e-03, -1.1684e-03, -4.7213e-03, -1.2236e-02,\n", + " -6.1418e-04, 2.1929e-03, 1.6242e-03, 3.5141e-03, -3.0162e-03,\n", + " 1.4377e-03, 2.2871e-03, -3.4077e-03, -5.0907e-03, -1.6790e-03,\n", + " -7.6882e-03, 5.4499e-03, 2.6872e-03, 2.1042e-03, 5.8136e-03,\n", + " -7.7307e-03, 2.9835e-03, -2.8981e-03, -1.0854e-03, 5.6781e-03,\n", + " -1.1336e-03, 5.1574e-03, 9.9243e-03, -1.0162e-02, -1.6332e-03,\n", + " -2.0570e-03, -2.1694e-03, 4.1583e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.3350e-02, -1.2241e-02, -5.1834e-03, -2.3253e-03, 1.4861e-03,\n", + " 2.4383e-02, -4.7029e-03, 6.1049e-03, 1.6735e-02, -2.8792e-02,\n", + " -1.6313e-02, -3.6831e-02, 6.2654e-04, 3.4270e-03, 1.6318e-03,\n", + " -4.7612e-03, -3.6793e-03, -1.4869e-02, -1.9048e-02, -5.8014e-03,\n", + " -1.2619e-02, 5.6017e-03, -5.6833e-03, -5.0335e-03, -6.2400e-03,\n", + " 3.1298e-03, -1.5889e-02, -2.4703e-03, -3.7229e-03, -6.2011e-05,\n", + " -2.4154e-02, -8.4109e-03, -1.9645e-02, 1.0948e-02, -2.9129e-03,\n", + " 1.0527e-02, 1.1648e-02, -1.1574e-02, 4.0845e-03, 1.2072e-02,\n", + " 2.0569e-03, 2.8987e-03, 2.9153e-02, -3.9385e-04, 2.3153e-02,\n", + " -9.0909e-04, 4.7908e-03, 3.4791e-03, 1.1528e-02, 5.4078e-03,\n", + " -8.7105e-03, -1.1281e-02, -2.9433e-03, 4.6126e-03, -9.6811e-03,\n", + " -8.9111e-03, 3.1745e-03, -2.2809e-02, -8.3955e-03, -1.2113e-02,\n", + " -1.1042e-02, -2.8629e-03, 5.8608e-03, 2.0203e-02, 2.6668e-04,\n", + " 1.9300e-02, -1.1342e-03, -2.2901e-02, -6.4364e-02, -3.3167e-04,\n", + " -2.8583e-02, 1.5488e-04, 9.3850e-03, 1.6857e-02, -5.6285e-02,\n", + " 1.1561e-02, 6.7098e-03, -3.8285e-02, 2.4469e-02, 5.0906e-04,\n", + " -1.3732e-02, -3.2334e-02, -5.6922e-03, -9.0804e-03, -2.1825e-03,\n", + " 7.3159e-03, -1.7027e-02, 1.0637e-02, -1.9983e-02, -1.3757e-02,\n", + " 2.3911e-02, 1.8017e-03, 4.4301e-03, -3.0852e-04, -3.3880e-03,\n", + " 1.3912e-03, 2.8033e-02, 1.1536e-02, 9.2376e-04, -2.7181e-02,\n", + " 1.7142e-02, -1.7371e-02, 9.5090e-03, 6.5369e-04, 1.1548e-02,\n", + " 3.7717e-02, 4.0399e-02, 1.6682e-02, -4.0748e-02, 4.7523e-03,\n", + " -2.4130e-03, 1.5916e-02, -1.4287e-03, -3.4652e-02, -1.2213e-02,\n", + " -3.7741e-02, -3.3402e-02, 2.4532e-02, -1.0940e-02, -8.0124e-03,\n", + " -1.4722e-02, 1.7045e-02, -1.7671e-02, -2.1977e-02, 2.0841e-03,\n", + " 9.9653e-03, 2.3066e-03, -1.2506e-02, 3.1778e-02, -9.0424e-03,\n", + " -2.9688e-02, 1.7219e-02, -3.6268e-02, 3.3124e-02, -1.9548e-02,\n", + " -1.4086e-02, 4.6025e-04, 4.3928e-03, 2.7029e-02, -1.1392e-02,\n", + " -6.4204e-03, -2.2280e-02, 6.3656e-04, 3.3273e-03, -1.3519e-02,\n", + " 3.0293e-02, -1.4113e-03, 2.2032e-02, 1.7443e-02, 9.8677e-03,\n", + " 1.4074e-02, 1.9211e-02, -4.0963e-03, -4.5703e-03, 3.9457e-03,\n", + " -2.7532e-03, 4.1846e-02, -7.6351e-03, 7.2277e-04, -3.0766e-02,\n", + " -1.0882e-02, -1.5692e-02, 1.4736e-02, -1.6786e-02, 4.0584e-03,\n", + " -4.6403e-03, -2.2499e-02, 3.1056e-02, 2.2250e-02, -2.0192e-02,\n", + " 6.5615e-03, 1.8398e-02, 5.5014e-03, -8.5460e-03, 8.8002e-03,\n", + " 1.7165e-02, 1.2593e-02, 2.3666e-03, -2.8021e-02, 3.7259e-03,\n", + " 1.2558e-02, 1.0195e-02, 2.2687e-02, 3.8066e-03, -3.1303e-02,\n", + " -2.0709e-02, 5.7161e-03, 2.0312e-02, -1.5804e-02, 1.9810e-02,\n", + " -2.4154e-03, -2.0503e-02, 1.7852e-02, -2.5597e-02, 9.0242e-04,\n", + " -3.3668e-02, -3.6108e-03, 4.2357e-04, -3.4844e-03, -2.9928e-02,\n", + " 3.3270e-03, -3.8828e-02, -3.4625e-03, -1.0708e-02, 5.3690e-02,\n", + " -1.1361e-02, 1.3236e-02, -5.9697e-03, 2.3299e-02, -2.2907e-03,\n", + " -1.1507e-02, -1.5089e-02, 2.3709e-03, 3.6263e-03, -2.1374e-03,\n", + " 8.8470e-03, -2.3885e-02, -5.0407e-03, -4.2979e-02, -4.9424e-03,\n", + " 1.1059e-02, -2.1954e-02, 3.4234e-03, -1.9271e-02, -1.3620e-02,\n", + " 4.3213e-03, 1.5615e-02, 1.3805e-03, 5.1108e-02, -9.8081e-03,\n", + " -9.4055e-03, 7.5806e-03, -1.2106e-02, 1.8464e-02, 6.3217e-03,\n", + " 1.2373e-03, 6.1405e-02, -2.4513e-03, -1.6544e-03, -2.1221e-02,\n", + " 3.2381e-03, -1.2077e-02, -1.1435e-02, -1.1793e-02, 2.4057e-04,\n", + " -1.7033e-02, 1.0072e-02, -1.1155e-02, 5.4494e-02, 1.2625e-02,\n", + " 4.2714e-03, -5.5552e-03, 5.1022e-02, -6.3836e-03, 1.1153e-02,\n", + " 8.4355e-03, -1.2189e-02, 1.0992e-02, -9.7256e-04, -2.2125e-04,\n", + " -2.4779e-02, 4.4409e-02, 1.2747e-02, 1.6033e-03, -2.0174e-02,\n", + " -7.9164e-03, -7.6956e-04, -2.8494e-02, -1.0824e-02, -2.1369e-03,\n", + " -1.9371e-02, 1.3256e-02, 2.7234e-02, -1.6288e-02, 3.3539e-02,\n", + " 6.6427e-03, 2.3452e-03, 2.1147e-02, -3.7630e-02, -2.3931e-02,\n", + " -2.6740e-02, 9.9008e-04, -2.7346e-02, -2.3854e-02, 8.1214e-03,\n", + " 1.0071e-02, 1.8965e-02, -3.5950e-02, -7.5781e-03, -8.6459e-03,\n", + " -1.8457e-02, 9.8906e-03, -2.4546e-02, 2.2530e-02, 4.9579e-03,\n", + " 3.5609e-03, -4.3660e-03, 3.9109e-03, -2.6452e-03, 1.5502e-02,\n", + " -1.0225e-02, -2.8940e-02, -3.3159e-02, 3.8494e-03, -8.6620e-03,\n", + " -8.2316e-03, -2.6441e-02, -2.1966e-02, 2.0637e-03, 2.9648e-02,\n", + " 1.2465e-02, -1.1413e-02, 3.5648e-03, 1.7074e-02, 5.8724e-03,\n", + " 3.3044e-03, 3.3953e-02, 3.3598e-03, -2.3500e-02, -3.7845e-02,\n", + " -7.3611e-03, -1.1997e-02, 5.1268e-03, -4.8742e-03, -4.6476e-03,\n", + " 4.1273e-03, 1.4692e-03, 2.2300e-02, -6.4788e-03, 3.5085e-02,\n", + " -1.1673e-02, 2.7537e-02, 2.2329e-02, -7.8740e-03, 2.7090e-02,\n", + " 3.8967e-02, -6.5245e-03, -2.5078e-02, -5.4266e-02, -7.2810e-03,\n", + " 2.2777e-02, -4.1299e-02, -2.3387e-02, -3.6107e-03, -1.0980e-02,\n", + " -1.7981e-03, -4.0899e-03, 3.2738e-02, 3.7847e-03, -3.9175e-03,\n", + " 1.4053e-02, 2.2559e-02, 5.4679e-03, 1.4589e-02, -8.9432e-03,\n", + " 5.9774e-03, -3.9494e-02, 3.7443e-02, -1.5772e-02, -4.9468e-02,\n", + " -4.0126e-02, 3.6735e-02, -3.1785e-02, 7.3212e-03, 3.5100e-02,\n", + " 3.5659e-02, -5.3211e-03, -1.4792e-02, -2.4156e-02, 4.7360e-02,\n", + " -6.0169e-03, 4.6755e-02, 1.6771e-02, 1.8297e-02, -3.0379e-02,\n", + " -3.2600e-03, -1.6084e-02, -3.2488e-02, 1.1818e-02, 6.6291e-03,\n", + " -3.5752e-02, -1.4779e-02, 2.8962e-02, 2.3775e-02, -3.3525e-03,\n", + " 3.5023e-02, 2.0849e-02, 4.6085e-03, 1.2365e-02, -1.0929e-02,\n", + " 1.3178e-02, 1.4053e-02, -8.0204e-03, -2.1090e-02, -6.8489e-04,\n", + " -5.3866e-04, -2.7979e-02, 1.1940e-02, 4.5396e-03, -1.4660e-02,\n", + " 7.4962e-03, -1.0116e-02, 1.9435e-02, 1.9432e-02, -1.3252e-02,\n", + " 9.2515e-03, -1.5563e-03, -1.5905e-02, -4.1010e-03, -5.9906e-03,\n", + " 1.0174e-02, 2.2275e-02, -2.6958e-03, 1.8835e-02, 3.9279e-03,\n", + " -2.0716e-03, -1.5407e-02, 2.1015e-03, 2.7672e-02, 6.2282e-03,\n", + " -3.3398e-02, -1.8011e-02, 5.2867e-03, -1.4992e-03, 7.9753e-03,\n", + " 1.6238e-02, 3.2268e-02, -1.0238e-02, 6.3883e-03, -3.7444e-02,\n", + " 7.4858e-03, -2.5848e-02, 8.0738e-03, -2.1964e-03, 7.1654e-03,\n", + " -1.1526e-02, 9.9002e-03, -1.3438e-02, -1.0952e-02, -3.8715e-03,\n", + " 1.2619e-02, -1.3798e-02, 1.7650e-02, -3.3050e-03, 1.0870e-02,\n", + " 3.4690e-03, 2.6517e-02, 8.8734e-03, 1.9271e-02, 7.3693e-04,\n", + " 4.1614e-03, -2.5147e-03, 3.9508e-02, -4.7983e-03, -5.4129e-04,\n", + " 5.4280e-03, -1.1971e-02, 8.5920e-03, -1.2053e-02, 1.9232e-02,\n", + " -7.3664e-05, -1.7381e-02, 7.5337e-03, 2.4862e-02, 2.9259e-03,\n", + " 1.2019e-03, -9.8528e-03, 1.6792e-02, -2.6678e-03, -1.5878e-02,\n", + " -2.1041e-02, -6.3805e-03, -6.9587e-03, -2.1100e-02, -1.0129e-04,\n", + " -5.4150e-03, -7.0084e-03, -9.3394e-03, -7.5228e-03, 8.7705e-03,\n", + " 6.0878e-03, -1.9423e-04, 1.9369e-03, -1.2755e-02, 1.2534e-02,\n", + " -1.1064e-03, -3.3061e-03, -1.1506e-02, 2.5097e-02, -4.4739e-03,\n", + " 8.2340e-03, 3.8356e-03, -1.0637e-02, 1.0431e-02, -7.6940e-03,\n", + " 3.4094e-02, -1.9006e-02, -1.4190e-02, -9.4534e-03, 1.5433e-02,\n", + " 2.2639e-02, -8.4075e-03, 4.1798e-03, -2.7385e-03, -1.4367e-02,\n", + " 8.3901e-04, -1.5439e-02, 4.2996e-03, -1.2589e-02, -2.4563e-02,\n", + " -6.3441e-03, 1.9945e-02, -5.8661e-03, -1.5402e-03, -2.0664e-02,\n", + " 3.9834e-02, -3.1669e-02, -1.9658e-02, -1.1395e-02, 2.0143e-02,\n", + " 3.2890e-03, -1.3892e-02, -1.0237e-02, -2.6989e-03, 2.5444e-02,\n", + " -1.8715e-02, -8.0069e-03, 1.4096e-02, -1.5161e-02, 3.0440e-02,\n", + " -3.0488e-04, -2.3883e-02, 7.0899e-03, 4.7084e-03, 2.2949e-02,\n", + " 8.6598e-03, 4.1352e-04, 2.6105e-02, 9.0844e-03, 1.3375e-02,\n", + " -7.4720e-03, 7.3067e-03, -1.3735e-02, 2.7024e-02, -1.7361e-02,\n", + " 1.8375e-03, 1.1599e-02, -1.1105e-02, 3.7823e-03, -9.2205e-03,\n", + " 4.6223e-02, -1.9127e-02, 1.9189e-02, 1.0097e-02, -3.3858e-03,\n", + " -1.0670e-02, 5.7493e-03, 3.8072e-02, 6.9636e-03, 5.7692e-03,\n", + " 1.8001e-02, 7.4425e-03, 1.7608e-02, 9.7360e-03, -2.7646e-02,\n", + " -2.2686e-03, 2.9473e-02, -3.3328e-02, -1.2251e-02, -1.1919e-02,\n", + " -5.6746e-02, 1.7907e-03, -4.4066e-03, -7.9811e-03, 1.1460e-02,\n", + " -5.3590e-03, 1.7584e-02, 1.5756e-02, -1.1133e-02, 3.1208e-01,\n", + " -2.4096e-02, 2.8343e-02, -3.0667e-02, -4.8228e-03, -1.6304e-02,\n", + " -1.9903e-02, -4.8650e-03, 2.0380e-02, -2.1612e-02, 9.0872e-03,\n", + " -3.1869e-02, -9.8240e-03, -7.4756e-03, 2.6078e-02, 1.0598e-02,\n", + " 1.2212e-04, 4.0564e-02, -4.1712e-03, 4.2271e-02, -4.7329e-03,\n", + " -2.3388e-03, -8.0900e-03, -5.5501e-03, -4.7973e-02, 3.3132e-02,\n", + " -1.7225e-02, -3.2194e-02, 2.7837e-02, 2.6286e-02, -1.6921e-02,\n", + " 2.7160e-02, 2.0210e-02, 6.0572e-03, -2.5566e-02, -1.9623e-02,\n", + " -6.1731e-02, -8.2240e-03, 1.0292e-01, -1.8236e-03, -1.0839e-02,\n", + " -3.0355e-02, 2.5934e-02, -5.8327e-03, 8.0007e-02, 2.7361e-03,\n", + " -5.9362e-02, -1.9896e-02, 1.7799e-03, 5.1742e-02, -1.7130e-02,\n", + " -5.8778e-03, -5.7954e-03, -6.4293e-04, 1.6602e-03, -2.0990e-03,\n", + " 6.0152e-03, 4.4852e-03, 1.7768e-02, 4.4185e-02, -7.0068e-03,\n", + " 6.1747e-02, 3.7667e-03, 3.3048e-02, -5.7623e-02, 5.1362e-02,\n", + " 5.7330e-02, 8.5334e-03, 9.9657e-03, -7.3546e-02, 3.5630e-03,\n", + " -6.1687e-02, 6.6658e-03, -4.8955e-02, 5.3323e-02, -3.5615e-02,\n", + " 9.5301e-02, 4.8338e-02, 6.3920e-03, 2.8649e-01, 1.7050e-02,\n", + " -5.9446e-03, 1.8573e-02, 4.7815e-02, -1.8460e-02, -2.9367e-02,\n", + " 1.4993e-02, 1.7570e-02, 2.4561e-02, -3.2951e-02, 1.3119e-02,\n", + " 5.0560e-02, 2.0162e-02, -2.7622e-02, 2.5742e-02, 2.8182e-02,\n", + " 1.2996e-02, -4.2638e-02, -7.5663e-03, 3.5703e-02, -6.0723e-02,\n", + " 2.1300e-02, 3.4943e-02, -6.2974e-04, -3.7361e-02, 5.2900e-02,\n", + " -6.1594e-02, 3.2781e-02, -2.0503e-01, -2.5231e-02, -1.0963e-03,\n", + " 1.2461e-02, 5.9430e-02, 8.4552e-03, 2.7990e-02, 4.2736e-02,\n", + " -1.2145e-02, 9.0404e-02, 3.8170e-03, -2.7388e-02, -3.7823e-02,\n", + " -1.2776e-02, -4.0615e-02, -7.6104e-02, 1.8005e-02, 4.7835e-02,\n", + " 3.8667e-02, -4.6616e-03, 7.9669e-03, -1.3632e-02, -1.3153e-02,\n", + " -8.3480e-03, 1.6806e-02, 2.2840e-03, -7.7260e-02, 1.1119e-02,\n", + " 1.9525e-02, -8.9720e-03, -2.6748e-02, 1.0277e-02, 3.2629e-02,\n", + " 4.8386e-04, 2.5005e-02, -8.8469e-03, 1.1591e-04, 2.8634e-02,\n", + " 9.2881e-04, -3.1760e-04, 4.3160e-02, 5.9586e-02, 1.2318e-02,\n", + " 5.0292e-03, 1.9436e-02, 3.6148e-02, -1.9931e-02, 1.8233e-02,\n", + " 1.7020e-02, -4.1668e-02, -6.2599e-03, -2.9462e-02, -1.9060e-02,\n", + " 1.9530e-02, 2.2143e-02, -2.4947e-02, -1.1921e-02, 4.1980e-02,\n", + " -3.8685e-02, -1.6653e-02, -2.3361e-02, 1.9460e-02, 2.4227e-03,\n", + " -1.1087e-02, -1.9763e-02, 6.8009e-03, -3.4660e-02, -4.3289e-02,\n", + " 2.7568e-02, -1.1938e-02, 2.6142e-02, 3.4023e-02, -2.6506e-02,\n", + " -1.2851e-02, 4.0560e-02, -1.3137e-03, 8.5345e-03, 5.7082e-02,\n", + " 2.4541e-02, -2.3473e-03, -1.3259e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.0892e-02, 1.4581e-02, 5.2178e-02, 3.2427e-02, 9.0755e-03,\n", + " 1.7235e-02, 2.0646e-02, -6.7698e-02, 3.2617e-02, 6.3936e-02,\n", + " -2.9528e-02, -6.8492e-02, -6.2344e-02, -1.7486e-02, -5.9062e-02,\n", + " -2.5247e-02, 5.6301e-02, 6.8733e-02, 1.0162e-02, -2.7728e-03,\n", + " -2.0946e-02, -1.8208e-03, -2.1162e-02, -4.0140e-04, 3.5422e-02,\n", + " -5.5056e-02, -2.2358e-02, -1.0222e-01, 1.3521e-01, 1.6311e-02,\n", + " -2.8985e-02, 8.1744e-04, -1.9793e-02, -3.8421e-02, 5.3359e-02,\n", + " 4.7995e-02, 3.3254e-02, -8.5054e-02, 1.7392e-02, 5.2654e-02,\n", + " -3.2327e-02, -5.7849e-02, 1.4949e-02, -1.4949e-02, -6.5015e-02,\n", + " 4.0730e-02, 9.1089e-04, 5.0172e-02, 2.3568e-02, 5.1360e-02,\n", + " 3.4443e-02, -5.7045e-02, -3.5161e-02, 7.8529e-02, -1.3442e-02,\n", + " -3.6983e-02, -1.4802e-03, -1.1268e-01, -1.1230e-01, -9.6571e-02,\n", + " -7.7426e-02, 5.1586e-02, -3.9240e-02, -1.5870e-03, 1.1021e-02,\n", + " 2.7221e-02, -2.7394e-02, 7.7830e-02, -7.5311e-02, 4.6090e-02,\n", + " 4.1387e-02, 5.0997e-02, -7.1214e-03, 6.9350e-02, -1.3009e-02,\n", + " 8.3123e-02, -1.1354e-01, -2.7026e-02, 1.3274e-02, -6.6857e-02,\n", + " -5.7783e-03, -1.5848e-02, 2.7606e-02, -2.0850e-02, 4.1069e-02,\n", + " 9.5667e-02, -2.0576e-02, 5.0873e-02, 8.3961e-03, -1.2340e-01,\n", + " 7.9257e-02, -3.2330e-02, -4.6895e-02, -5.3333e-02, -3.0789e-02,\n", + " 8.2158e-02, 7.2134e-02, 1.5064e-02, -5.7358e-02, -2.5067e-02,\n", + " -1.8453e-02, -9.2287e-03, 8.1361e-02, 2.8929e-02, 9.3228e-02,\n", + " -2.8824e-04, -2.8693e-03, 1.8632e-03, -5.6384e-02, 1.1106e-01,\n", + " -3.0974e-02, -3.2911e-02, -5.1712e-04, -4.1277e-02, 7.0639e-02,\n", + " -9.0394e-03, -6.7880e-02, -1.3179e-02, -1.0409e-01, 9.2444e-02,\n", + " -1.2056e-01, -1.2725e-01, 7.3052e-02, -4.2166e-02, 7.7886e-02,\n", + " 4.5971e-02, -6.5357e-02, -5.2375e-02, -7.9467e-02, 6.0088e-03,\n", + " -3.2759e-02, -2.9180e-02, 2.9531e-02, 3.3492e-02, 1.9331e-02,\n", + " 5.2533e-03, -2.0435e-02, -1.0799e-01, -2.3617e-02, 1.3732e-01,\n", + " 4.9843e-02, -5.9347e-02, -1.2239e-02, 9.1236e-02, 3.9073e-02,\n", + " -5.0441e-03, 7.5347e-03, -4.2826e-02, -2.5074e-02, -3.0532e-02,\n", + " 1.4856e-03, -5.0177e-02, 8.0562e-02, -4.2207e-02, -2.8751e-02,\n", + " 3.3561e-02, -4.8978e-02, 1.0547e-02, 9.3902e-03, -1.9776e-02,\n", + " -5.9157e-02, 5.9073e-02, 7.4639e-02, 6.3760e-02, 5.2904e-02,\n", + " 1.7901e-02, 2.5094e-02, 1.3242e-02, -5.6727e-02, -2.9134e-02,\n", + " 4.4717e-02, 6.9400e-02, -1.0351e-02, -4.7245e-02, -1.3407e-02,\n", + " 3.5892e-02, 1.9198e-02, 2.3338e-02, -2.2931e-02, -5.8357e-02,\n", + " 5.8553e-02, -1.2811e-03, -2.0910e-03, 1.4439e-02, -2.7511e-02,\n", + " 7.6866e-02, -6.3143e-02, -4.8660e-02, 5.5004e-02, -1.1831e-02,\n", + " -2.6315e-02, -6.6688e-03, 2.2683e-02, -1.8516e-02, 6.5799e-02,\n", + " 1.8756e-02, 1.8666e-03, -2.0149e-03, 4.3476e-03, -1.5934e-01,\n", + " 3.5778e-02, 8.7093e-02, 3.2087e-02, 6.0228e-02, 1.0112e-01,\n", + " -5.2062e-02, 2.7203e-02, -3.5474e-02, -5.5620e-02, 3.0349e-02,\n", + " 1.1250e-01, 3.0037e-02, -5.1676e-02, -7.3373e-03, -6.5133e-02,\n", + " 6.0811e-02, 7.1677e-04, 3.6659e-02, 3.1376e-03, -2.9379e-02,\n", + " -5.5007e-02, 3.8681e-03, -6.3766e-02, 3.3072e-03, 4.5808e-02,\n", + " -3.2994e-02, 1.8079e-02, 5.8690e-02, -1.3152e-02, 7.5456e-02,\n", + " -2.2464e-02, 1.3650e-02, 1.6386e-02, -7.0047e-02, -1.7981e-02,\n", + " -9.0752e-04, -4.2863e-02, 2.1620e-03, -1.2388e-02, -7.9525e-02,\n", + " -7.3754e-02, -4.6685e-02, 5.9819e-02, -5.7041e-02, 9.1596e-02,\n", + " 9.1880e-02, 1.6060e-02, -3.1605e-02, -4.2121e-02, -6.0814e-03,\n", + " 7.3915e-02, -2.8001e-02, 5.3165e-02, -7.3249e-02, -1.7641e-02,\n", + " 5.6498e-02, 7.0367e-02, 2.4056e-02, -3.8064e-02, -1.4537e-01,\n", + " -5.2005e-02, -8.4566e-02, 1.4764e-02, 7.3969e-02, -9.6559e-02,\n", + " 2.6615e-02, 1.4318e-02, -1.0139e-02, -2.9510e-02, -4.9098e-02,\n", + " -3.9822e-02, -7.7730e-03, -4.1342e-02, 4.5577e-02, -6.7131e-03,\n", + " 1.4507e-02, 2.3011e-02, 5.7859e-02, -1.9657e-02, -5.1393e-02,\n", + " 6.0033e-02, -5.2804e-02, 2.4703e-02, 1.3052e-01, 5.4510e-02,\n", + " 5.2455e-02, -2.7487e-02, 6.8886e-02, 5.9078e-02, -1.1941e-01,\n", + " 5.0630e-02, -1.9179e-02, -2.5573e-03, 2.8877e-03, 1.9306e-02,\n", + " 1.2447e-02, 2.6892e-02, -6.4421e-03, 5.4110e-02, -3.7954e-02,\n", + " -8.2794e-02, -1.6445e-02, 5.4632e-02, -3.2233e-02, -3.4849e-02,\n", + " 2.3452e-03, -4.0024e-02, -7.1535e-02, 1.6524e-01, -4.6903e-02,\n", + " 2.4021e-02, -2.4586e-02, 3.1408e-02, -3.8794e-02, -1.8283e-02,\n", + " 4.2810e-02, 5.2866e-02, 1.4086e-02, 6.4905e-02, -7.7743e-02,\n", + " 6.2260e-03, 2.1117e-02, -4.5459e-03, -4.8708e-03, -3.7715e-02,\n", + " 4.7391e-02, -1.0938e-01, -6.5166e-02, 4.5260e-02, -9.5262e-02,\n", + " 9.7321e-02, 5.9654e-02, 8.8644e-02, -3.2164e-02, -1.2933e-02,\n", + " -2.9637e-02, 9.3893e-02, 4.0554e-02, -1.0622e-02, -5.7201e-02,\n", + " 4.2969e-03, 7.0861e-03, -9.6170e-02, 3.7326e-02, 3.3799e-02,\n", + " -5.9956e-02, -2.9817e-02, -2.8683e-02, 9.9239e-02, 5.3635e-02,\n", + " 3.9613e-02, -5.9194e-02, -4.4001e-02, -2.9719e-02, -3.5824e-02,\n", + " -3.0731e-02, -4.2629e-03, 1.2197e-02, 6.2746e-02, 8.1705e-02,\n", + " -7.2084e-02, 3.4645e-02, -3.8355e-02, -2.8130e-04, -2.6216e-02,\n", + " -5.1130e-03, 1.3602e-02, -5.0607e-02, -1.7180e-02, 3.7643e-02,\n", + " 2.1187e-02, -4.5912e-02, 4.5527e-02, -1.2564e-02, 6.1764e-02,\n", + " 2.4257e-03, 6.4579e-02, 7.0490e-02, 7.2041e-02, -5.5656e-02,\n", + " -3.8987e-02, -6.8683e-02, 2.9099e-02, 7.3828e-02, 3.8526e-02,\n", + " 1.6351e-03, -1.6925e-02, 4.2856e-02, 1.0524e-01, -7.8026e-02,\n", + " -1.2301e-02, 5.7765e-03, -1.3900e-02, 5.2729e-02, 7.8067e-02,\n", + " -2.7313e-02, 3.9033e-02, -3.2429e-04, 5.0410e-02, 2.3798e-02,\n", + " -7.5117e-02, 4.4745e-02, 2.5193e-03, -5.6575e-02, 4.9092e-03,\n", + " 8.8590e-02, 7.6156e-02, -1.0246e-02, -5.4952e-03, 5.9665e-02,\n", + " -1.6523e-03, 2.7249e-02, 2.5833e-02, 5.0859e-03, -3.9611e-02,\n", + " -7.5411e-02, -3.1980e-02, -5.9673e-02, -5.1215e-02, 1.3116e-02,\n", + " 4.3019e-02, 2.8778e-02, 2.9528e-02, 1.0651e-01, 6.5098e-03,\n", + " -8.2781e-03, 3.4962e-02, 8.1117e-02, 5.7154e-02, 7.2445e-02,\n", + " -3.3766e-02, -9.1045e-03, 1.8320e-02, -8.2018e-02, 5.8345e-02,\n", + " 2.1936e-02, -6.4909e-02, 1.8683e-02, -5.8835e-02, 6.0066e-02,\n", + " -4.2750e-02, -1.5680e-02, -1.6467e-02, -9.0445e-02, -6.7726e-02,\n", + " -1.1713e-02, 3.0684e-02, 1.5820e-01, 1.9098e-02, 7.6610e-02,\n", + " -2.4732e-02, -1.5154e-02, -1.5696e-02, 2.2714e-03, 6.1276e-02,\n", + " -1.4627e-02, 1.7204e-02, 3.3882e-03, -3.7080e-03, -2.4509e-02,\n", + " -5.3459e-02, 2.3667e-02, -3.8822e-02, -4.6559e-02, -6.4898e-02,\n", + " 3.5302e-02, 1.5338e-02, -3.2683e-02, -2.6005e-02, 1.3505e-01,\n", + " 1.9067e-03, 2.2332e-02, 1.7037e-02, -2.0748e-02, 6.2439e-02,\n", + " -3.1304e-02, -2.6837e-03, -7.9760e-03, 2.6613e-02, -8.0957e-02,\n", + " -5.7677e-02, 2.4708e-02, -3.9664e-02, -3.4810e-02, 1.3357e-02,\n", + " 1.9606e-02, 1.3373e-02, 1.4712e-02, -9.2969e-02, -2.6608e-02,\n", + " -5.3597e-02, -2.2018e-02, 3.7111e-02, 4.9822e-02, 3.3201e-02,\n", + " 3.9872e-02, 6.1973e-02, -8.2073e-03, -7.9960e-02, 6.4323e-02,\n", + " -2.3556e-03, -7.1839e-03, 9.2693e-02, 9.5977e-02, 1.0704e-01,\n", + " 4.9037e-02, 7.5860e-03, 6.7053e-02, 6.6983e-02, -2.8582e-03,\n", + " 8.9961e-02, 4.0942e-02, 2.3129e-02, 1.0699e-02, 1.4260e-02,\n", + " -4.4503e-02, 2.5924e-02, -4.0943e-02, -1.3068e-02, -3.0376e-03,\n", + " 5.5619e-04, 5.9614e-02, 1.3245e-01, -3.7176e-02, 2.3497e-02,\n", + " -4.7790e-02, -3.7709e-02, 7.1525e-02, -5.2302e-02, 3.5674e-03,\n", + " 7.6931e-02, -8.2258e-02, -8.1030e-02, 1.8713e-02, 1.0855e-01,\n", + " -3.6092e-02, 9.0499e-03, -3.5563e-02, 2.9656e-02, 4.4297e-02,\n", + " 5.8723e-02, -1.0365e-02, -5.9076e-03, -2.3744e-02, 6.6937e-02,\n", + " -6.2524e-02, -8.5992e-02, -1.9669e-02, -1.0131e-01, 3.5852e-02,\n", + " -4.3871e-02, -5.5250e-02, 1.2461e-02, -3.0062e-02, -3.1245e-02,\n", + " 2.8605e-02, -2.3917e-02, -8.1261e-02, 1.7011e-02, 2.6904e-03,\n", + " -2.9471e-04, 4.4519e-02, -4.7425e-02, -1.8492e-02, -4.2875e-02,\n", + " -9.2438e-03, 1.8411e-02, -6.9932e-02, -3.3733e-02, 5.4822e-02,\n", + " 1.4044e-01, -1.0477e-01, -3.1525e-02, 6.8818e-03, 4.5576e-02,\n", + " 7.7821e-02, -2.8519e-02, 2.3382e-02, 2.9528e-03, -1.9813e-02,\n", + " 4.5057e-02, -1.9628e-02, -7.7812e-02, -6.3258e-03, -6.5136e-03,\n", + " -8.7933e-02, -1.2530e-02, 6.2591e-02, 9.4201e-02, -1.3093e-01,\n", + " -6.2649e-02, -1.2104e-01, 5.3931e-02, 1.1604e-01, 1.8564e-03,\n", + " -4.7559e-02, -2.1847e-02, -6.6490e-02, -6.1510e-02, 4.1458e-02,\n", + " -4.9599e-02, -3.9659e-02, -6.2780e-02, -8.4143e-03, -4.1884e-02,\n", + " -2.0940e-02, 1.0105e-01, 1.7882e-02, 2.9150e-02, -4.0877e-02,\n", + " 8.3482e-02, -2.7060e-02, 3.5187e-02, 4.1169e-02, 2.0740e-03,\n", + " 1.8161e-02, -3.1213e-02, 4.6555e-02, -7.9089e-02, 3.2327e-02,\n", + " -7.3387e-02, -5.6379e-02, 3.5156e-02, -1.1243e-02, 2.8098e-02,\n", + " 3.1412e-02, -3.4645e-02, 1.1851e-01, -5.5234e-02, 4.6259e-02,\n", + " 2.8351e-02, -5.9274e-03, 3.7936e-02, -1.1003e-02, 2.9300e-02,\n", + " 1.9918e-02, 3.4457e-02, 3.1025e-02, -9.9828e-02, -4.9896e-02,\n", + " -5.4747e-02, -5.8652e-02, 3.5006e-02, 7.4691e-02, -7.5890e-02,\n", + " 1.1201e-01, 3.6170e-02, -4.1594e-02, 1.5267e-02, 6.0655e-02,\n", + " -9.1602e-03, -6.9869e-02, 6.4298e-02, -6.5510e-02, -1.7300e-02,\n", + " -1.5735e-02, 1.0415e-01, -1.0910e-02, -5.1661e-02, 6.2106e-02,\n", + " -3.9600e-02, -1.2046e-01, -1.9290e-02, 1.3820e-02, -3.4411e-02,\n", + " 6.9219e-02, 6.3657e-02, -5.5638e-02, 3.5550e-02, -2.7452e-02,\n", + " -6.1564e-02, -3.3839e-02, -1.1769e-02, -1.1679e-02, -1.6722e-02,\n", + " -7.1706e-02, -6.5493e-02, -3.8774e-02, -3.5779e-02, -1.1088e-02,\n", + " 6.3480e-02, 5.5690e-03, -4.1589e-02, -9.5483e-03, -2.5484e-02,\n", + " -2.3603e-02, -3.1703e-02, -3.7608e-02, -1.0983e-01, 6.1890e-02,\n", + " 4.0341e-02, 4.6595e-02, 1.3212e-02, -1.6557e-02, 1.5432e-02,\n", + " -6.6244e-02, 2.0731e-02, 4.1107e-02, -1.4365e-03, -1.4386e-01,\n", + " -3.3741e-02, -1.2296e-02, 1.8228e-02, -5.6243e-02, -4.5491e-02,\n", + " 2.7531e-02, 5.5782e-02, 9.1378e-02, -9.8210e-02, -9.5262e-02,\n", + " 3.3941e-02, 5.0438e-02, 6.0573e-02, 1.9269e-02, 1.0136e-01,\n", + " 1.7447e-02, 1.5591e-01, 1.0359e-02, -3.8702e-02, -1.8036e-02,\n", + " -4.9068e-02, -7.4784e-03, -1.6350e-05, 3.6517e-02, -3.1697e-03,\n", + " 2.3160e-02, 8.5653e-02, 3.6728e-02, -5.4213e-02, -9.1739e-03,\n", + " -8.6926e-03, -5.3458e-03, -1.8571e-03, -5.0580e-03, -4.9067e-02,\n", + " 3.6895e-02, -7.1525e-03, -5.3874e-02, 5.9427e-02, -5.6298e-02,\n", + " -1.3438e-02, 1.0379e-02, -1.9125e-02, 1.8766e-02, -6.2316e-02,\n", + " -1.1205e-02, -6.9145e-02, 1.0397e-02, 2.0669e-02, 7.5851e-02,\n", + " 2.6743e-03, -3.1027e-02, 5.2728e-02, 8.3897e-03, -3.6187e-02,\n", + " 4.7871e-02, 5.6607e-02, 3.5422e-02, -9.7401e-03, -5.5995e-03,\n", + " -8.6591e-02, 2.7362e-02, -1.5700e-02, -7.7986e-02, 4.0447e-03,\n", + " 3.6552e-02, -8.8953e-02, -1.3180e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8516, 0.8139, 0.8367, 0.7804, 0.8809, 0.8266, 0.8254, 0.8704, 0.8311,\n", + " 0.8326, 0.8139, 0.8068, 0.7919, 0.8126, 0.8157, 0.8379, 0.8228, 0.8021,\n", + " 0.8737, 0.8193, 0.8451, 0.8182, 0.8029, 0.8129, 0.7986, 0.8149, 0.8223,\n", + " 0.8579, 0.8327, 0.8090, 0.8529, 0.8110, 0.8050, 0.8320, 0.8345, 0.7915,\n", + " 0.8518, 0.8148, 0.8619, 0.8186, 0.8246, 0.8251, 0.8375, 0.8504, 0.8012,\n", + " 0.8117, 1.1885, 0.8286, 0.8332, 0.8408, 0.8715, 0.8231, 0.8083, 0.8043,\n", + " 0.8448, 0.8442, 0.8043, 0.8106, 0.7972, 0.8112, 0.8506, 0.8161, 0.7982,\n", + " 0.8390, 0.8310, 0.8446, 0.8066, 0.8471, 0.8720, 0.8347, 0.8236, 0.8442,\n", + " 0.8164, 0.8162, 0.8356, 0.8548, 0.8220, 0.8554, 0.8124, 0.8086, 0.8203,\n", + " 0.8478, 0.8427, 0.8122, 0.7985, 0.7930, 0.8720, 0.7804, 0.8037, 0.8763,\n", + " 0.8309, 0.8152, 0.8255, 0.8356, 0.8150, 0.8157, 0.8542, 0.8154, 0.8086,\n", + " 0.8437, 0.8366, 0.8480, 0.8255, 0.8181, 0.8310, 0.7936, 0.7778, 0.8487,\n", + " 0.8150, 0.8810, 0.8325, 0.8273, 0.8007, 0.8074, 0.7856, 0.7914, 0.8108,\n", + " 0.8064, 0.8252, 0.7947, 0.8152, 0.8136, 0.8196, 2.1988, 0.7953, 0.8158,\n", + " 0.8449, 0.8231, 0.8200, 0.8187, 0.8287, 0.8035, 0.7919, 0.8154, 0.8176,\n", + " 0.8215, 0.8216, 0.8111, 0.8236, 0.8094, 0.8398, 0.8436, 0.8508, 0.9312,\n", + " 0.8243, 0.7902, 0.8260, 0.8784, 0.8314, 0.8245, 0.8200, 0.8517, 0.8160,\n", + " 0.8384, 0.8111, 0.8152, 0.8347, 0.8506, 0.8516, 0.8480, 0.8463, 0.8275,\n", + " 0.8108, 0.8466, 0.8684, 0.8373, 0.8337, 0.8474, 0.8418, 0.8237, 0.8073,\n", + " 0.8386, 0.8017, 0.8128, 0.8366, 0.7916, 0.8101, 0.8203, 0.8014, 0.8276,\n", + " 2.2593, 0.8438, 0.7983, 0.8251, 0.8337, 0.8015, 0.8900, 0.8267, 0.8513,\n", + " 0.7960, 0.8199, 0.8095, 0.8462, 0.8228, 0.8278, 0.8558, 0.8596, 0.7976,\n", + " 0.8492, 0.7893, 0.8185, 0.7881, 0.7980, 0.8282, 0.8181, 1.3081, 0.7967,\n", + " 0.7993, 0.8166, 0.8408, 0.8113, 0.8258, 0.8352, 0.8712, 0.8399, 0.7994,\n", + " 0.8216, 0.8576, 0.8240, 0.8173, 0.8217, 0.8454, 0.8357, 0.8063, 0.8231,\n", + " 1.5342, 0.8137, 0.8222, 0.8210, 0.9655, 0.8404, 0.8097, 0.8240, 0.8170,\n", + " 0.8348, 0.8265, 0.8302, 0.8378, 0.8204, 0.8553, 0.7878, 0.8218, 0.8350,\n", + " 0.8566, 0.8354, 0.8035, 0.8040, 0.8193, 0.8325, 0.7953, 0.8337, 0.8443,\n", + " 0.8021, 0.8238, 0.8603, 0.8051, 0.7853, 0.8646, 0.7991, 0.8277, 0.8433,\n", + " 0.8164, 0.7853, 0.8163, 0.8234, 0.8473, 0.8588, 0.8047, 0.8205, 0.8385,\n", + " 0.8216, 0.8512, 0.8250, 0.8227, 0.8381, 0.8374, 0.7989, 0.8114, 0.8323,\n", + " 0.8334, 0.8393, 0.8753, 0.8273, 0.8021, 0.8497, 0.7771, 0.8626, 0.8884,\n", + " 0.8147, 0.8230, 0.8180, 0.8737, 0.8015, 0.8688, 0.8634, 0.8222, 0.8147,\n", + " 0.7858, 0.8370, 0.7966, 0.8638, 0.8275, 0.8445, 0.7997, 0.8477, 0.8180,\n", + " 0.8131, 0.8466, 0.5300, 0.7921, 0.8668, 0.8326, 0.8596, 0.8008, 0.8337,\n", + " 0.7762, 0.8375, 0.8009, 0.8420, 0.7761, 0.8216, 0.8668, 0.8108, 0.8748,\n", + " 0.8364, 0.8154, 0.7936, 0.9133, 0.8168, 0.8020, 0.8219, 0.7865, 0.8064,\n", + " 0.8714, 0.8580, 0.8162, 0.8419, 0.8091, 0.8386, 0.8272, 0.8200, 0.8527,\n", + " 0.8080, 0.8012, 0.7897, 0.8253, 0.8327, 0.8740, 0.8075, 0.8821, 0.8000,\n", + " 0.8234, 0.8885, 0.7922, 0.8337, 0.8499, 0.8347, 0.8196, 0.8143, 0.8178,\n", + " 0.8547, 0.8037, 0.8078, 0.8129, 0.8160, 0.8777, 0.8296, 0.8319, 0.8401,\n", + " 0.7785, 0.8852, 0.8079, 0.8408, 0.8573, 0.9176, 0.8365, 0.8049, 0.8349,\n", + " 0.8222, 0.8514, 0.8362, 3.1994, 0.8310, 0.8773, 0.8864, 0.8246, 0.8234,\n", + " 0.8371, 0.8331, 0.8531, 0.8445, 0.8116, 0.8156, 0.8169, 0.8032, 0.8072,\n", + " 0.8374, 0.8342, 0.8453, 0.8442, 0.8173, 0.8155, 0.8378, 0.8092, 0.8058,\n", + " 0.8317, 0.7968, 0.8162, 0.8266, 0.8346, 0.8269, 0.8537, 0.8465, 0.7964,\n", + " 0.8174, 0.7943, 0.7900, 0.8370, 0.7915, 0.8274, 0.8434, 0.8009, 0.8588,\n", + " 0.8175, 0.8153, 0.8234, 0.8027, 0.7989, 0.8172, 0.8170, 0.8407, 0.8841,\n", + " 0.8255, 0.8080, 0.8183, 0.8504, 0.8317, 0.8106, 0.8048, 0.8322, 0.8469,\n", + " 0.8296, 0.8161, 0.8067, 0.8128, 0.9662, 0.8350, 0.8515, 0.8332, 0.8418,\n", + " 0.8191, 0.8680, 0.8824, 0.8296, 0.8565, 0.8265, 0.7991, 0.8029, 0.8814,\n", + " 0.8646, 0.8364, 0.8145, 0.8410, 0.8604, 0.8705, 0.7852, 0.8511, 0.8877,\n", + " 0.8133, 0.8167, 0.9911, 0.8181, 0.8459, 0.8313, 0.7976, 0.8256, 0.7844,\n", + " 0.8758, 0.8412, 0.8192, 0.8440, 0.7821, 0.7770, 0.8157, 0.8390, 0.8312,\n", + " 0.8428, 0.8897, 0.8142, 0.8153, 0.8233, 0.8222, 0.8055, 0.8962, 0.8279,\n", + " 0.8096, 0.7981, 0.8129, 0.8920, 0.8296, 0.8829, 0.8344, 0.8296, 0.8655,\n", + " 0.7928, 0.8444, 0.8144, 0.8047, 0.8177, 0.8316, 0.8234, 0.8078, 0.8300,\n", + " 0.8294, 0.8389, 0.8289, 0.8332, 0.8000, 0.8540, 0.8194, 0.8425, 0.8334,\n", + " 0.8388, 0.8237, 0.8154, 0.8075, 1.5364, 0.8095, 0.8266, 0.7928, 0.8374,\n", + " 0.7862, 0.8404, 0.8142, 0.8454, 0.8615, 0.8225, 0.8244, 0.8117, 0.8681,\n", + " 0.8166, 0.8321, 0.8287, 0.8350, 0.8878, 0.8556, 0.8362, 0.8222, 0.8547,\n", + " 0.8017, 0.8317, 0.8326, 0.8374, 0.8742, 0.8102, 0.8213, 0.8039, 0.8718,\n", + " 0.8637, 0.8106, 0.8033, 0.7914, 0.8150, 0.8669, 0.8319, 0.8549, 0.8010,\n", + " 0.8615, 0.8012, 0.8388, 0.8147, 0.8004, 0.8225, 0.8036, 0.8079, 0.8040,\n", + " 0.8066, 0.8645, 0.8635, 0.8290, 0.8484, 0.8457, 0.8401, 0.8158, 0.8141,\n", + " 0.8270, 0.8721, 0.8536, 0.8339, 0.8179, 0.8317, 0.8162, 0.8355, 0.8383,\n", + " 0.7929, 0.8359, 0.8111, 0.8062, 0.8061, 0.8139, 0.7818, 0.8455, 0.8310,\n", + " 0.8546, 0.8446, 0.8277, 0.8750, 0.7991, 0.8450, 0.7979, 0.8168, 0.8426,\n", + " 0.8186, 0.7913, 0.8123, 0.8163, 0.8479, 0.8612, 0.8139, 0.8641, 0.8820,\n", + " 0.8241, 0.8044, 0.8284, 0.8351, 0.8440, 0.8401, 0.8465, 0.7994, 0.8624,\n", + " 0.8297, 0.7926, 0.8416, 0.8594, 0.8046, 0.8307, 0.8443, 0.8361, 0.7991,\n", + " 0.8373, 0.8148, 0.8511, 0.8440, 0.8393, 0.8328, 0.8824, 0.8366, 0.8598,\n", + " 0.8273, 0.8226, 0.8240, 0.8333, 0.8207, 0.7816, 0.8238, 0.8272, 0.8575,\n", + " 0.8498, 0.8221, 0.8422, 0.8259, 0.8493, 0.8334, 0.8514, 0.8092, 0.8383,\n", + " 0.8381, 0.8798, 0.8294, 0.8112, 0.8698, 0.8403, 0.8144, 0.8294, 0.8296,\n", + " 0.8507, 0.8324, 0.8246, 0.8201, 0.8782, 0.8429, 0.8603, 0.8141, 0.8261,\n", + " 0.8285, 0.8405, 0.8011, 0.8276, 0.8736, 0.8315, 0.8129, 0.8327, 0.8386,\n", + " 0.8210, 0.8268, 0.8239, 0.8434, 0.8195, 0.8146, 0.8368, 0.8611, 0.8269,\n", + " 0.8236, 0.8026, 0.8456, 0.8388, 0.8736, 0.9052, 0.8264, 0.8228, 0.8041,\n", + " 0.8032, 0.8736, 0.7961, 0.8114, 0.8553, 0.9220, 0.8062, 0.8310, 0.8195,\n", + " 2.2278, 0.8226, 0.8401, 0.8217, 0.8251, 0.8460, 0.8280, 0.8745, 0.8515,\n", + " 0.8174, 0.7941, 0.8202, 0.8214, 0.8997, 0.8288, 0.8202, 0.8498, 0.8283,\n", + " 0.8155, 0.8155, 0.8343, 0.8463, 0.8305, 0.8457, 0.8121, 0.8282, 0.8091,\n", + " 0.8278, 0.8238, 0.8573, 0.8414, 0.8250, 0.8370, 0.8395, 0.8216, 0.8565,\n", + " 1.0024, 0.8248, 0.8308, 0.8249, 0.8481, 0.7920, 0.8152, 0.8485, 0.8238,\n", + " 0.8056, 0.8108, 0.8425], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.0986e-01, -4.3323e-02, 2.6039e-02, -6.2369e-02, 1.4469e-01,\n", + " 2.3894e-02, 8.5148e-03, 1.4266e-01, -1.0833e-01, -2.4890e-02,\n", + " 9.4963e-03, 4.1846e-02, -1.2760e-01, 6.9555e-02, -7.1048e-02,\n", + " 1.3593e-01, 5.3569e-02, -6.0933e-03, -1.6118e-02, -3.3533e-02,\n", + " 7.2184e-02, -2.3410e-02, -2.8510e-03, 5.5217e-02, -8.6453e-02,\n", + " 6.9857e-02, 3.2686e-02, -6.1245e-02, -7.7870e-02, 3.0835e-02,\n", + " 1.2870e-01, 3.8405e-02, -4.6480e-02, -6.3926e-02, -7.3934e-02,\n", + " -8.2546e-02, -1.8265e-02, 5.9811e-02, -9.6765e-02, -1.3181e-01,\n", + " -1.0285e-01, -1.4961e-01, 1.4476e-02, 1.3553e-01, 5.3121e-02,\n", + " -8.5382e-02, -3.9924e-02, -9.4157e-02, -1.5067e-02, -7.8801e-02,\n", + " -3.4228e-01, 3.4178e-02, -7.2961e-02, -6.9763e-02, 1.4378e-01,\n", + " 6.5267e-02, -1.1072e-01, 1.9447e-02, -4.5457e-02, -1.2777e-01,\n", + " -2.0564e-03, 3.3590e-02, -4.5370e-02, -1.2036e-01, 4.5831e-02,\n", + " 8.6247e-02, 3.3824e-02, 9.5974e-02, -2.5458e-01, -4.9390e-02,\n", + " -1.4536e-01, 4.9588e-02, 2.2120e-02, -7.0260e-02, 1.3164e-02,\n", + " -1.6465e-01, -8.2084e-02, 6.4286e-02, 1.6903e-02, 3.3468e-02,\n", + " -9.5631e-03, 4.3854e-02, -6.4052e-02, 1.0266e-01, -3.3576e-02,\n", + " -1.0900e-01, -8.6243e-03, 1.3397e-02, 3.6529e-02, 2.3307e-01,\n", + " -1.4428e-01, -4.8490e-02, -3.1271e-02, -5.4141e-02, -2.4304e-02,\n", + " -1.0987e-01, 1.4673e-01, -9.2204e-02, -1.8399e-02, -9.1738e-02,\n", + " 1.5773e-02, -9.6264e-02, 5.0307e-03, -1.6426e-02, -8.9977e-02,\n", + " 3.2157e-02, -3.2686e-02, -7.7668e-02, -1.3247e-02, -4.3428e-02,\n", + " -5.8969e-02, 7.2364e-02, 1.8438e-02, -9.3603e-02, -4.2916e-02,\n", + " -4.3911e-02, 1.1861e-02, -7.4816e-02, -1.1364e-01, -4.7971e-03,\n", + " 6.2905e-03, -5.6361e-02, 7.5789e-02, 7.6594e-01, -1.1893e-01,\n", + " -7.8478e-02, -1.1712e-01, 3.9348e-02, -7.5822e-02, 5.4312e-03,\n", + " 5.8176e-02, 6.4310e-02, 3.0069e-02, -6.3156e-02, -8.0370e-02,\n", + " -6.2562e-02, -5.1549e-02, -7.0859e-03, -7.0210e-02, -1.5485e-02,\n", + " -7.1645e-02, 5.2737e-03, 1.7610e-03, 1.3995e-01, -2.1642e-02,\n", + " -6.3398e-04, 7.1803e-03, -2.5995e-01, -8.1443e-02, -5.0951e-02,\n", + " -4.2187e-03, 3.2522e-02, -1.4275e-01, -1.5201e-01, -8.1764e-02,\n", + " 1.5360e-02, 6.0379e-02, 1.0348e-01, 5.9798e-02, -4.7835e-02,\n", + " 2.3904e-02, -1.0125e-01, -6.1234e-02, -4.0206e-02, 1.8066e-01,\n", + " -1.6602e-02, -5.2931e-02, 2.6196e-02, -1.2571e-01, 6.1788e-03,\n", + " -1.0078e-02, -4.8021e-02, 1.8180e-01, 2.6755e-03, 6.9794e-02,\n", + " -6.1887e-02, 2.9740e-02, 1.5290e-02, 5.7968e-02, 1.7624e-01,\n", + " -4.6810e-01, 1.0850e-01, -1.7701e-02, 1.3952e-02, -2.3574e-02,\n", + " -1.1344e-02, 1.7689e-01, -1.9464e-02, 3.5528e-02, 5.0650e-02,\n", + " -1.0216e-01, 5.9138e-02, 6.1453e-02, -4.9731e-02, -1.7462e-02,\n", + " 5.3093e-02, -1.1973e-01, -4.3167e-02, 7.7277e-03, 6.1520e-02,\n", + " -6.4361e-03, 3.3494e-02, 6.8797e-02, -6.8644e-02, -1.2263e-01,\n", + " 3.6359e-01, -2.7784e-03, 4.2856e-02, -1.4364e-02, 3.3354e-02,\n", + " -7.1967e-02, -1.3416e-02, 3.3289e-02, 1.3586e-01, -8.1726e-04,\n", + " -1.1282e-01, -6.6198e-02, -2.0349e-02, 7.1594e-02, -3.8219e-02,\n", + " -9.9592e-04, 4.3075e-02, -4.7170e-03, 9.2223e-02, 7.9907e-03,\n", + " 1.8319e-01, 6.7595e-03, -1.6716e-01, 3.7392e-02, -1.1114e-01,\n", + " -3.5641e-02, -6.7132e-02, 1.0227e-01, -7.8563e-02, -3.4340e-02,\n", + " -6.4997e-02, -5.4021e-02, 3.2029e-03, -2.4696e-02, -1.2331e-01,\n", + " 9.3232e-02, -3.5118e-02, 1.2557e-02, 1.6174e-01, -7.3716e-02,\n", + " -4.3041e-02, -2.1121e-02, -9.8188e-03, -8.1827e-02, -1.1507e-01,\n", + " -1.4251e-01, -1.3007e-02, -1.1562e-01, -1.3869e-02, -5.5616e-02,\n", + " -1.3748e-01, 2.0038e-02, -1.0893e-01, 3.7848e-02, 2.6370e-02,\n", + " 1.5256e-01, -1.7048e-02, -5.4340e-03, 6.5350e-02, -4.5541e-02,\n", + " -1.3889e-02, -1.3546e-02, -1.9981e-02, 1.8412e-02, 2.5642e-02,\n", + " 3.9688e-02, 1.5539e-02, -5.1998e-02, 1.5934e-01, -1.1188e-01,\n", + " -8.8874e-02, 1.6955e-02, -4.8052e-02, -8.5343e-02, -1.3444e-01,\n", + " 1.3075e-01, 1.8793e-01, -6.2813e-02, -1.0423e-01, -2.3544e-01,\n", + " -9.2175e-02, 5.2775e-02, 2.1384e-02, 2.0662e-02, -4.3228e-02,\n", + " 1.0775e-02, 9.1036e-02, -3.2879e-02, -5.3863e-02, 1.2356e-01,\n", + " 8.3869e-03, -8.6142e-02, -8.5249e-02, -8.5097e-03, 1.7478e-02,\n", + " -1.6477e-01, -1.0826e-02, -3.2626e-02, 4.0981e-02, -6.2419e-02,\n", + " 2.2502e-02, 3.1876e-02, -5.2900e-02, -1.3520e+00, 4.5146e-02,\n", + " -1.3262e-01, -9.9322e-02, 1.7022e-01, -1.0428e-02, -5.8837e-02,\n", + " -5.3764e-02, -5.0277e-02, 1.4743e-03, -1.4262e-02, -9.3190e-02,\n", + " 7.9996e-03, 1.8367e-01, -1.3173e-04, -1.9939e-01, 3.4430e-02,\n", + " -1.8154e-01, -2.7990e-02, 3.4381e-01, -5.9272e-02, -8.2675e-02,\n", + " -3.7347e-02, 1.6080e-02, 1.0628e-03, 1.3274e-01, 3.6783e-02,\n", + " -2.6304e-02, -1.4164e-01, -1.7573e-02, -2.2060e-02, -1.0065e-02,\n", + " 2.0352e-02, 1.8773e-01, -7.8374e-02, 3.5247e-02, -4.4983e-02,\n", + " -1.5688e-01, -2.4710e-02, -9.4099e-02, -4.4270e-03, -2.4106e-01,\n", + " 3.7364e-03, 1.2799e-02, 2.1714e-01, 2.4250e-02, -5.8620e-02,\n", + " -3.4071e-02, -9.4078e-02, 5.6670e-02, 2.0208e-02, -5.5237e-03,\n", + " 1.1586e-02, -1.6815e-01, 1.3505e-01, -6.3363e-03, 7.6929e-02,\n", + " 9.7497e-02, -1.7614e-01, -4.1746e-02, -1.1368e-01, -1.1160e-01,\n", + " -2.6994e-01, 2.3484e-02, 3.9368e-02, -1.1853e-01, -3.3546e-01,\n", + " -6.0605e-03, -5.0075e-02, -1.1067e-01, -5.9053e-02, 8.0018e-02,\n", + " -1.3309e-02, -1.8882e+00, -3.5066e-02, -9.8846e-02, 1.2757e-01,\n", + " 6.2637e-03, -3.9878e-02, 3.0363e-04, -7.2995e-02, -1.4242e-01,\n", + " 7.0475e-03, -2.7715e-02, 1.8113e-02, -1.0867e-01, -6.6526e-02,\n", + " -2.5656e-03, -1.0198e-01, -1.5856e-01, 1.2822e-02, -1.9299e-02,\n", + " 5.2201e-02, -3.6497e-02, 4.5979e-02, -2.7962e-02, -4.6199e-02,\n", + " 4.2883e-02, -1.8909e-02, -4.6832e-02, 3.7635e-02, -3.5515e-02,\n", + " 2.1452e-02, -4.2567e-02, 4.3887e-02, -1.3776e-02, -6.0612e-02,\n", + " 1.8401e-02, 1.0900e-01, 4.9528e-02, 7.3153e-02, -2.6886e-03,\n", + " -3.9657e-03, 2.6168e-02, -9.5414e-04, -1.2313e-01, 8.4072e-02,\n", + " 4.1441e-02, 2.9816e-02, -1.4693e-01, -4.8402e-02, -5.3208e-02,\n", + " -7.6187e-02, -1.3760e-01, 1.3487e-02, 1.0734e-02, -1.3575e-01,\n", + " -1.1805e-02, -7.8494e-03, 8.7178e-02, -6.3253e-02, -1.3882e-01,\n", + " 1.1763e-01, 1.0118e-01, 3.5979e-02, -4.7568e-02, -3.9294e-02,\n", + " -4.7182e-01, -8.1394e-02, 9.1848e-03, -3.3915e-03, -8.3868e-02,\n", + " 4.2592e-02, -3.1215e-03, 1.6061e-01, -3.4119e-03, 8.8006e-02,\n", + " 3.6886e-02, -3.5935e-02, 4.2436e-02, -1.8397e-01, -1.6714e-01,\n", + " 2.4234e-02, -6.4019e-02, 4.0601e-02, 1.4015e-01, 2.4564e-01,\n", + " -2.8037e-02, 7.1655e-02, -1.4700e-01, 8.2924e-02, -1.0860e-01,\n", + " -5.6395e-02, -9.3245e-02, -5.7061e-02, 5.4943e-02, -6.0407e-02,\n", + " -1.3406e-01, 1.4752e-02, 3.0653e-02, -1.9031e-01, 2.8196e-02,\n", + " -1.6686e-02, -4.3753e-02, -7.7339e-02, 5.0255e-02, -6.3097e-02,\n", + " -9.4029e-02, -1.1533e-01, 1.7190e-01, -6.8709e-02, -9.8590e-02,\n", + " -5.1946e-02, 2.4300e-02, 7.0611e-02, -3.7195e-02, -2.9533e-02,\n", + " -1.0373e-01, -4.3854e-02, -4.1990e-02, -1.5301e-02, 6.3708e-02,\n", + " 1.4197e-02, -6.9791e-02, -9.4691e-02, -1.6623e-01, 1.6627e-02,\n", + " -4.0652e-02, -1.4417e-01, 6.5713e-02, -4.7441e-02, -6.9841e-02,\n", + " -1.5034e-02, 2.7414e-02, 2.7576e-02, -1.4552e-01, -4.4078e-03,\n", + " 1.2355e-01, -1.7122e-01, -6.5077e-02, -1.5522e-01, -8.7137e-02,\n", + " -1.2388e-01, 6.8649e-02, -7.5485e-02, -4.4840e-03, -7.6560e-02,\n", + " -9.5748e-02, 2.5241e-01, -8.6654e-02, -1.9855e-02, -7.0882e-02,\n", + " 5.3095e-02, -1.8605e-02, -9.2690e-02, 1.7085e-02, 8.7068e-02,\n", + " -4.7949e-02, -1.3915e-02, 4.0671e-03, -3.1902e-02, -3.1709e-01,\n", + " 2.4549e-02, 1.7502e-02, -3.6478e-02, -8.7535e-02, -1.0812e-01,\n", + " -1.9368e-01, 5.6600e-02, 6.2011e-02, 8.3298e-02, 2.9690e-02,\n", + " -5.7632e-02, -1.0018e-01, 6.3107e-02, 1.1186e-01, 4.4521e-02,\n", + " -5.9027e-02, -2.8306e-02, 1.0422e-01, -9.7934e-04, -1.3316e-01,\n", + " -4.8509e-02, -6.3272e-02, 1.2613e-01, -6.9826e-02, -1.3674e-01,\n", + " 2.8832e-02, -7.8703e-02, 8.5840e-02, -3.6097e-02, 5.7578e-02,\n", + " -1.5922e-01, 8.2077e-02, 1.3649e-01, -7.2033e-02, -1.8363e-02,\n", + " -3.8284e-02, -3.4231e-02, -1.8843e-01, 7.0095e-02, -7.9218e-02,\n", + " -5.9366e-02, -5.6867e-05, -7.8419e-02, 7.7719e-02, -4.0908e-02,\n", + " -4.4340e-02, 7.3448e-02, -1.0578e-01, -2.0239e-01, 1.1986e-02,\n", + " -5.2369e-02, -4.3708e-02, 1.3372e-02, -2.5477e-01, -5.7132e-02,\n", + " 3.7881e-02, -7.2967e-02, -2.6268e-02, 1.2307e-01, 4.9715e-02,\n", + " 1.4006e-02, -1.2879e-02, -6.9322e-02, 9.7442e-02, 1.2173e-01,\n", + " 5.7379e-02, 1.5167e-03, -4.3250e-02, -1.1526e-01, 5.1005e-03,\n", + " 9.7860e-02, -8.3183e-02, 2.7053e-02, 2.8275e-02, 4.4384e-02,\n", + " -1.7175e-01, -1.0611e-01, -4.4474e-02, 2.4240e-02, -1.7871e-01,\n", + " 2.4465e-01, 1.0488e-01, -4.2515e-02, -2.7527e-02, 5.0208e-02,\n", + " -3.9354e-02, 6.3300e-02, -9.6138e-02, -6.3638e-03, 7.2867e-02,\n", + " 8.9386e-02, 9.6692e-03, 4.8196e-02, 1.4490e-01, -5.4485e-02,\n", + " 3.7006e-02, 6.7020e-02, 2.1314e-01, 5.7172e-02, 3.8746e-02,\n", + " -5.2525e-02, 4.3298e-02, -1.0086e-01, -1.3973e-01, 1.1766e-01,\n", + " -1.5524e-01, 3.9553e-02, 1.8500e-01, 4.3291e-02, 6.8795e-03,\n", + " 1.1762e-01, 2.7638e-02, 7.9839e-02, 2.3957e-02, 5.0306e-02,\n", + " -3.6551e-02, 1.1517e-01, 1.6246e-01, -7.3600e-03, -4.1794e-02,\n", + " 7.8460e-02, 2.4231e-02, 1.3117e-01, -3.5845e-02, 4.5641e-02,\n", + " -2.2538e-02, 4.5256e-03, 1.8366e-01, 5.2601e-02, 2.3233e-02,\n", + " 1.4683e-01, -4.2960e-02, -3.5630e-02, -6.2859e-02, 8.5867e-02,\n", + " -8.0193e-02, 9.7035e-02, -9.7163e-02, 8.4262e-02, -5.3432e-02,\n", + " 7.3728e-02, -4.5167e-02, 5.1862e-02, -9.0663e-02, 9.1148e-03,\n", + " -5.4825e-02, 1.9205e-02, 5.7003e-02, -4.8414e-02, -3.9301e-02,\n", + " -1.5805e-01, -1.3792e-01, -1.9177e-02, 1.3517e-02, 4.7648e-02,\n", + " 1.6847e-03, -5.9760e-02, -1.3280e-01, -1.3314e-02, 5.7509e-03,\n", + " 9.9600e-02, -1.9460e-02, -5.7305e-02, -9.6649e-03, 8.1935e-02,\n", + " 1.6404e-02, 1.2222e-01, 4.2565e-02, 3.5585e-03, 8.3056e-02,\n", + " -1.6466e-01, 5.9435e-02, -4.2335e-03, 3.8446e-02, -2.8132e-02,\n", + " -2.5972e-02, -2.7214e-01, -3.8381e-02, 2.9798e-02, 4.6312e-02,\n", + " -9.1643e-01, 2.4492e-03, 4.6300e-03, 4.1784e-02, 3.2197e-02,\n", + " -1.5715e-01, -1.7571e-01, -1.7412e-01, -1.1094e-01, -9.1469e-02,\n", + " -5.7015e-02, -3.4931e-02, -9.5130e-02, 2.2514e-02, 9.2526e-02,\n", + " -5.1622e-02, -8.4395e-02, -3.9269e-02, -1.2635e-01, 7.3185e-02,\n", + " -6.1763e-02, 1.1407e-02, -1.3769e-01, -1.4406e-01, -5.7378e-02,\n", + " 6.8709e-02, -5.2696e-02, -1.0309e-01, 5.8251e-02, 8.8800e-02,\n", + " -5.8064e-02, -5.7135e-02, 9.2848e-02, 8.7045e-02, -3.6935e-02,\n", + " -1.4810e-01, -2.4457e-01, 6.8419e-02, -1.1099e-01, -2.3767e-02,\n", + " 1.1027e-01, -6.5348e-02, 1.4737e-03, -1.1822e-01, -2.5063e-02,\n", + " -8.1075e-02, -4.6832e-02, -5.4376e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1388, -0.0640, -0.1408, ..., -0.0511, -0.1060, -0.1020],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.7995e-02, 1.0971e-01, -2.3842e-02, -3.3510e-02, 1.0491e-01,\n", + " 1.2462e-01, 9.1538e-02, 8.3362e-02, -8.3616e-02, -1.1651e-01,\n", + " -7.5646e-02, 1.6651e-02, -4.5650e-02, 8.4964e-02, 7.7398e-02,\n", + " 2.6110e-01, 1.5501e-01, 1.0969e-01, -1.2609e-03, -4.8352e-02,\n", + " 1.0677e-01, -7.0175e-02, 5.0651e-02, 1.7063e-01, 5.2590e-02,\n", + " -2.4445e-02, 1.3517e-01, 5.3397e-04, -4.3884e-02, 2.9947e-02,\n", + " 2.4362e-02, -9.3155e-02, 1.3213e-01, -8.5065e-02, 1.1234e-02,\n", + " 4.9889e-02, -8.6082e-02, -2.6871e-02, 5.6951e-02, -3.1787e-04,\n", + " -6.0441e-02, -3.0077e-02, -2.2734e-02, 1.3425e-01, 4.2416e-02,\n", + " 2.3253e-02, -7.0987e-02, 1.2654e-01, -1.1863e-01, 2.8142e-02,\n", + " -5.5107e-02, 9.3082e-02, 1.9234e-01, 1.0354e-01, 1.1912e-01,\n", + " 1.3703e-01, -1.1484e-01, -1.0485e-01, -5.5315e-02, -7.5910e-02,\n", + " 7.5704e-02, 4.5609e-02, 9.9478e-02, -1.2149e-01, 5.7118e-02,\n", + " 2.3187e-02, -4.3808e-02, 6.8687e-02, -8.9568e-02, -5.5708e-02,\n", + " 1.3154e-02, 2.5318e-02, -3.9467e-02, -3.2020e-02, 1.3836e-01,\n", + " -5.6971e-02, -1.4879e-01, 1.8833e-01, 6.1097e-02, 1.4927e-01,\n", + " 1.7302e-03, 5.4062e-02, 1.2872e-01, 6.3467e-03, 4.2999e-02,\n", + " -8.5094e-02, 1.0628e-02, -4.1483e-02, -1.6341e-01, 7.1847e-02,\n", + " -1.3153e-01, -4.5940e-02, 6.6968e-02, 9.1351e-02, 7.3918e-02,\n", + " -8.7973e-02, 9.0517e-02, 4.0386e-03, 5.3734e-02, -8.8457e-02,\n", + " 3.7241e-03, -3.0153e-02, 9.3921e-02, 2.3458e-02, -1.0372e-01,\n", + " -3.2905e-03, -1.9796e-01, -1.2808e-01, -5.7740e-02, 2.9826e-02,\n", + " 3.8620e-02, 1.4648e-01, -1.4630e-01, -1.0204e-01, -4.9858e-02,\n", + " 1.3264e-01, 6.0734e-02, -5.9396e-02, -1.7528e-02, -4.7156e-02,\n", + " 7.8057e-02, 1.0884e-01, 3.9412e-03, 8.1177e-02, 4.7541e-02,\n", + " 3.7106e-02, 5.4457e-02, 4.1072e-02, -1.2624e-01, -6.6881e-02,\n", + " -7.8980e-03, 4.8576e-02, 1.5816e-02, 2.0219e-02, -1.3598e-01,\n", + " -4.5142e-02, 5.5800e-02, -3.8924e-02, 1.8318e-02, 7.0822e-02,\n", + " -3.7643e-02, -7.8313e-02, -1.3669e-01, 6.0728e-02, 1.5479e-01,\n", + " -7.3164e-02, -1.5072e-02, -2.0047e-01, -4.4057e-02, 1.2028e-01,\n", + " -9.0094e-02, 2.1857e-02, -9.3233e-02, -4.3292e-02, -3.9760e-02,\n", + " 9.2491e-02, 2.5874e-02, 8.2756e-02, 2.6395e-02, -1.1891e-01,\n", + " 3.0343e-02, -2.8207e-03, 3.4420e-02, -1.0121e-01, 6.0478e-02,\n", + " 1.1989e-01, 6.6446e-02, 8.3514e-02, -7.5873e-02, 1.3789e-02,\n", + " -9.1020e-02, -4.9797e-02, -1.7504e-02, -9.6077e-02, -2.8295e-02,\n", + " 6.4154e-02, 1.2639e-02, 3.9047e-02, 1.6750e-01, -8.7566e-03,\n", + " -1.1674e+00, 6.8001e-02, -5.3680e-02, 1.0207e-02, 4.6994e-03,\n", + " 4.7080e-02, 1.8786e-01, -6.4896e-02, 8.4581e-02, -3.2309e-02,\n", + " -8.1123e-02, -4.1923e-02, 6.4483e-02, -1.3005e-01, 1.8813e-01,\n", + " -6.5983e-02, -1.2561e-01, 1.4983e-01, 1.1173e-01, -4.4150e-02,\n", + " -1.5534e-01, -9.1595e-02, 1.1460e-02, -1.3207e-01, -1.5256e-01,\n", + " -4.1176e-02, -4.7700e-02, 1.6164e-02, -2.9475e-02, 1.5617e-01,\n", + " -8.6671e-02, -8.2033e-02, 5.6888e-02, 9.6921e-02, 4.4787e-02,\n", + " -2.3526e-02, -1.0607e-01, -1.1351e-01, 1.1402e-01, -1.9004e-01,\n", + " 5.1286e-02, 6.8433e-02, -1.1605e-01, 7.1933e-02, -3.2286e-02,\n", + " 2.5821e-01, 1.7323e-01, -8.2745e-02, 5.2430e-02, -2.2953e-02,\n", + " -8.3487e-02, -9.7600e-03, 1.4317e-01, -1.0847e-01, -1.7219e-02,\n", + " 1.3492e-01, -5.2467e-02, -6.8475e-02, 1.3292e-01, -1.9564e-01,\n", + " 6.8070e-02, 1.9418e-01, -6.2243e-02, 1.2608e-01, -1.2321e-01,\n", + " -2.5287e-02, 8.7148e-02, -9.1371e-02, -4.5408e-02, -8.2579e-03,\n", + " -1.4942e-01, 1.0954e-01, 7.2066e-02, -9.6692e-02, 1.8292e-03,\n", + " -4.9481e-02, -6.8682e-02, -7.4818e-02, 5.9089e-02, 1.7255e-01,\n", + " 1.7968e-02, 1.3947e-02, -2.7290e-02, -5.1044e-02, -6.8944e-02,\n", + " -1.2348e-01, -1.1463e-02, -1.5290e-01, 5.5349e-02, -2.8807e-02,\n", + " 1.2728e-01, 7.0848e-02, -1.0458e-01, 7.3960e-03, 1.3256e-02,\n", + " 3.7106e-02, 3.7843e-02, 8.3666e-02, -4.1281e-02, -4.3076e-02,\n", + " -1.5304e-02, 9.2559e-02, -8.4911e-02, -1.4449e-01, -1.6689e-01,\n", + " -8.7871e-02, 1.1766e-01, -1.2728e-01, -5.5489e-02, -5.5576e-02,\n", + " -1.1805e-01, 1.1801e-01, -4.3387e-02, -3.3354e-02, 1.1047e-01,\n", + " 1.3254e-01, -5.7403e-03, 1.4760e-02, -1.6017e-02, -1.8471e-02,\n", + " -7.1228e-02, 8.6746e-02, 6.9329e-03, 5.6731e-02, 1.4844e-01,\n", + " -6.3354e-02, -6.8515e-02, -9.7300e-02, -8.4891e-01, 4.4882e-03,\n", + " -1.4360e-01, -1.0882e-01, 8.4147e-02, 1.2977e-02, 5.2242e-02,\n", + " -9.4434e-02, -5.3578e-02, 4.7063e-02, -4.2293e-02, -2.9722e-02,\n", + " -9.7553e-02, 5.2752e-02, 1.8653e-01, -2.2487e-02, -8.3135e-02,\n", + " -8.6357e-03, -4.1339e-02, 5.3893e-02, 6.4192e-02, -1.1824e-02,\n", + " -6.3900e-02, 8.7731e-02, 9.4618e-02, -2.0619e-02, -1.6471e-01,\n", + " 8.4319e-03, -8.9403e-02, -1.3119e-01, 5.4515e-02, -1.9020e-01,\n", + " 4.0871e-02, -1.4934e-02, 1.8418e-02, 5.5042e-03, 1.0856e-01,\n", + " -1.3969e-01, -6.1153e-03, -1.8192e-01, -7.3493e-02, -1.1588e-01,\n", + " -1.6369e-01, -6.8198e-02, 1.7089e-01, 6.0416e-04, -5.1924e-02,\n", + " -1.2056e-01, -7.9560e-02, 2.1280e-01, 4.4210e-02, 6.1441e-03,\n", + " 9.1242e-02, -1.0575e-01, 1.1069e-01, 8.6142e-02, 5.5269e-02,\n", + " 1.0024e-01, -1.9725e-02, 1.7373e-01, -3.5089e-02, -1.5361e-02,\n", + " -1.8871e-01, -1.5235e-01, 9.7347e-02, -1.1252e-01, -4.6535e-02,\n", + " -8.7838e-02, 1.0729e-01, -1.3972e-02, -1.9656e-01, -1.8717e-02,\n", + " -2.1708e-03, 2.8446e-01, -2.8764e-02, -8.0554e-02, 1.3785e-01,\n", + " -6.8261e-02, -1.1250e-01, 4.1699e-02, -5.4590e-02, -7.5197e-02,\n", + " 7.8242e-03, 2.3785e-01, -2.4773e-02, -3.7007e-02, -1.9728e-02,\n", + " -2.8653e-02, -1.1139e-01, -7.8558e-02, 1.5044e-01, -4.3773e-02,\n", + " -4.0233e-02, -1.3825e-01, 7.0339e-02, 5.6669e-02, -1.0575e-01,\n", + " -3.6392e-04, -2.6391e-02, -6.1202e-02, 3.8423e-02, -4.0577e-02,\n", + " -7.4863e-02, -3.5732e-02, -6.3108e-02, -9.4867e-02, -1.0796e-01,\n", + " 8.1215e-02, 5.8513e-02, -1.2576e-01, -2.1508e-02, -2.2599e-02,\n", + " 2.9836e-02, -7.2323e-02, 1.0374e-01, -5.4196e-02, 4.6800e-03,\n", + " 1.3418e-01, 1.2710e-01, -6.0794e-02, 3.6146e-02, 8.2812e-02,\n", + " -1.3127e-01, -6.2629e-02, -2.6723e-02, 1.8703e-01, -4.4541e-02,\n", + " 1.9774e-02, 1.5291e-01, -1.4476e-01, -3.6532e-02, 5.8070e-02,\n", + " 1.2938e-01, 4.5883e-02, 4.8294e-02, -8.8303e-02, -1.4190e-02,\n", + " -1.0303e-01, -9.3362e-02, 1.6577e-01, 7.9578e-03, 2.6112e-02,\n", + " -1.4884e-02, -1.3643e-03, 8.6507e-02, 5.8645e-02, 8.7112e-02,\n", + " -8.0021e-02, 3.8295e-03, 3.7718e-02, -1.4079e-01, -1.7847e-03,\n", + " 1.1650e-02, -1.7276e-01, -5.6862e-02, 5.0386e-02, -2.6118e-02,\n", + " 5.5725e-02, 1.3304e-01, -2.2176e-01, -9.8008e-03, -2.6710e-03,\n", + " -5.5598e-02, -2.6109e-02, -2.4123e-02, 8.9729e-02, -1.5887e-01,\n", + " -5.4199e-02, -7.5078e-02, 4.4806e-02, -3.7909e-02, -1.2216e-01,\n", + " -3.8444e-02, 1.3665e-01, 7.6924e-03, 1.0543e-01, -1.0625e-01,\n", + " -2.0793e-02, -3.1573e-02, 9.8600e-02, -1.5674e-03, 1.7399e-02,\n", + " -8.9313e-02, 3.1711e-02, 1.1630e-01, -4.5986e-02, -5.1431e-02,\n", + " -8.5902e-02, -5.6980e-02, -4.4693e-02, -4.8815e-02, 7.4162e-02,\n", + " 2.1798e-02, 5.7912e-02, -1.1795e-01, -1.4928e-01, -6.7437e-02,\n", + " 1.3103e-01, -3.8294e-02, 6.0068e-02, -4.5186e-02, -5.2643e-02,\n", + " -7.0272e-02, 2.7545e-02, -6.8696e-03, -6.4726e-02, 6.8701e-02,\n", + " 1.4413e-01, 5.9031e-02, 7.3412e-02, -9.7229e-02, -8.4358e-02,\n", + " 5.9435e-03, 2.9162e-02, 6.4978e-02, -1.2677e-02, 9.8074e-02,\n", + " -7.3698e-02, -1.1442e-02, -2.4263e-02, -4.2626e-02, -7.5566e-02,\n", + " 4.6536e-02, -1.3282e-01, -1.7837e-01, 2.3021e-02, 1.4317e-02,\n", + " -9.5872e-02, 4.2836e-02, -4.9602e-02, 3.7086e-02, -1.7116e-01,\n", + " 5.6979e-02, 1.1122e-01, 8.7447e-02, 1.0588e-05, 2.8663e-02,\n", + " -5.8395e-02, -1.0470e-01, 1.0111e-01, 1.4072e-01, 5.6217e-02,\n", + " 8.2693e-03, -7.7912e-02, -4.7529e-03, 4.7483e-02, 5.6406e-02,\n", + " -4.5829e-02, 7.4970e-02, 5.2387e-02, 2.4078e-02, -7.2284e-02,\n", + " -9.7162e-02, 8.1108e-02, 2.2771e-02, -1.7954e-02, -9.2367e-02,\n", + " 2.4800e-02, -2.1451e-02, 7.1171e-02, 5.6178e-02, -4.3722e-02,\n", + " -6.3887e-02, 1.6619e-02, 1.0942e-01, 3.6518e-02, 6.9667e-02,\n", + " 6.7877e-02, 6.4529e-02, -1.1764e-01, 4.0310e-02, -2.0631e-01,\n", + " -6.4884e-02, 6.0020e-02, 6.6390e-02, -1.5210e-02, -1.7104e-02,\n", + " -8.4333e-02, 5.3627e-02, -1.1254e-01, -3.0019e-02, -3.0667e-02,\n", + " -4.9629e-02, -5.9274e-02, 1.3652e-01, -6.9717e-02, 4.4389e-02,\n", + " 8.6893e-02, -8.0192e-02, 6.8680e-02, -5.1807e-02, 1.1188e-01,\n", + " -7.6018e-02, -1.5228e-02, -1.2486e-01, 6.3322e-02, 1.1962e-01,\n", + " 1.2645e-01, 2.2796e-03, 1.1025e-01, -2.5256e-02, 5.4805e-03,\n", + " 1.7962e-01, -6.1522e-02, 9.4068e-02, 1.7145e-01, 8.6405e-02,\n", + " -7.6339e-02, -1.1537e-01, 1.0862e-01, 3.1586e-02, -1.4632e-01,\n", + " 4.1031e-02, -1.6650e-02, -2.2863e-02, 9.6774e-02, 5.2476e-02,\n", + " 1.9528e-02, 6.4902e-02, 8.0217e-02, 2.0659e-02, 3.0861e-02,\n", + " 1.7118e-01, -4.5153e-03, 1.5963e-01, 1.5500e-01, -1.8510e-03,\n", + " 3.3119e-02, 1.8976e-01, 6.8316e-02, 3.6643e-02, -1.1006e-01,\n", + " -1.6243e-02, 1.7070e-01, -1.0074e-01, -8.3597e-02, 1.5089e-02,\n", + " -1.1647e-01, 1.7752e-02, 1.1247e-01, 7.3892e-02, 1.8482e-01,\n", + " 2.2276e-02, 7.1353e-02, 5.4053e-02, 4.3755e-02, -7.2248e-02,\n", + " -7.1751e-02, 8.1287e-02, 1.1767e-01, 6.6588e-02, -2.5462e-02,\n", + " -4.4256e-03, -1.2061e-01, 5.2382e-02, -9.2048e-02, 1.1553e-01,\n", + " 3.9400e-02, -4.0201e-02, -9.1284e-03, 5.1471e-02, 1.8908e-01,\n", + " 2.1997e-01, -1.2138e-02, -1.2784e-01, 2.3819e-03, 1.4362e-01,\n", + " 8.8826e-02, 2.9723e-02, 7.2240e-02, -4.8822e-02, -4.2037e-02,\n", + " 4.6750e-02, -1.7720e-02, 1.4852e-01, -7.7128e-02, -7.7611e-02,\n", + " 4.2609e-02, 3.1927e-02, 8.9026e-03, -1.0540e-01, 2.4909e-02,\n", + " -8.3204e-02, -1.3930e-01, -1.4180e-02, 7.9780e-03, 4.1389e-02,\n", + " -3.2852e-02, -1.4304e-02, -9.4408e-02, 8.5539e-02, -6.1755e-02,\n", + " 1.0087e-01, 1.0197e-01, -9.3176e-02, 1.0562e-01, 1.4927e-01,\n", + " 1.0949e-01, 1.5574e-01, 1.2120e-01, 5.3313e-02, 9.8136e-02,\n", + " -9.7711e-02, 2.0255e-02, -6.6456e-02, 1.7323e-01, -1.8183e-02,\n", + " 1.1731e-02, -7.1566e-02, 9.5698e-03, 9.6228e-03, -3.0733e-02,\n", + " -6.7785e-02, 5.7257e-02, -1.1822e-01, 1.0511e-02, 1.5506e-01,\n", + " -4.9383e-02, -2.6933e-02, -1.5790e-01, 1.5996e-02, 9.9111e-03,\n", + " 7.2168e-02, 5.7295e-02, -1.8042e-02, 7.9364e-02, 6.9038e-02,\n", + " -5.3469e-03, -5.9349e-02, 1.6824e-01, -7.2458e-02, 8.6870e-02,\n", + " -2.1295e-02, 1.3599e-03, -1.3371e-01, -3.1909e-02, 4.4527e-02,\n", + " 4.6423e-02, -7.2203e-03, -6.8191e-02, -1.0633e-02, 1.2906e-01,\n", + " -3.5127e-02, -1.3789e-01, -4.5097e-02, 1.7260e-02, -1.6271e-01,\n", + " -1.1913e-01, -1.1071e-01, 1.0279e-01, -1.4868e-02, -3.4222e-02,\n", + " 1.1403e-01, -1.0091e-01, 1.7242e-01, -8.6222e-02, -9.3097e-02,\n", + " 3.5066e-02, 3.8108e-02, 3.5905e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8273, 0.8597, 0.7912, 0.8127, 0.8274, 0.8271, 0.8111, 0.7986, 0.8362,\n", + " 0.8129, 0.8104, 0.7973, 0.7927, 0.8119, 0.8387, 0.7919, 0.8002, 0.8188,\n", + " 0.8604, 0.8405, 0.8318, 0.8130, 0.8434, 0.8256, 0.8152, 0.8129, 0.8185,\n", + " 0.8374, 0.8148, 0.8530, 0.8174, 0.8290, 0.8563, 0.8188, 0.8557, 0.8421,\n", + " 0.7919, 0.8281, 0.8423, 0.8192, 0.8373, 0.8306, 0.8320, 0.7929, 0.7954,\n", + " 0.8180, 0.4970, 0.8212, 0.8710, 0.8687, 0.7985, 0.8531, 0.8373, 0.7884,\n", + " 0.7940, 0.8239, 0.8573, 0.8158, 0.8325, 0.8199, 0.8176, 0.7926, 0.8226,\n", + " 0.8038, 0.8297, 0.8112, 0.8257, 0.8419, 0.8096, 0.8237, 0.8434, 0.8214,\n", + " 0.8301, 0.8116, 0.8266, 0.7900, 0.8137, 0.8051, 0.8181, 0.8179, 0.8230,\n", + " 0.8366, 0.8232, 0.8053, 0.8074, 0.8351, 0.7987, 0.8627, 0.8499, 0.7886,\n", + " 0.7825, 0.8175, 0.7969, 0.7911, 0.8222, 0.8133, 0.8174, 0.8067, 0.8251,\n", + " 0.8375, 0.8342, 0.8667, 0.8310, 0.8138, 0.8208, 0.7957, 0.8359, 0.8171,\n", + " 0.8286, 0.8028, 0.8087, 0.8219, 0.8533, 0.8269, 0.8189, 0.8482, 0.8171,\n", + " 0.8487, 0.8179, 0.8452, 0.8064, 0.8117, 0.8422, 0.3965, 0.8228, 0.8103,\n", + " 0.8062, 0.7932, 0.8165, 0.8311, 0.8378, 0.8362, 0.8162, 0.8181, 0.8028,\n", + " 0.8171, 0.8131, 0.8337, 0.8263, 0.8215, 0.8403, 0.8594, 0.7818, 0.7253,\n", + " 0.8299, 0.8187, 0.8312, 0.7728, 0.8245, 0.8273, 0.8048, 0.7919, 0.8001,\n", + " 0.8238, 0.8344, 0.8013, 0.8150, 0.8224, 0.8397, 0.8329, 0.8400, 0.8410,\n", + " 0.8370, 0.8531, 0.7777, 0.8362, 0.8352, 0.7994, 0.7844, 0.8245, 0.8166,\n", + " 0.8282, 0.8355, 0.8324, 0.8171, 0.8315, 0.8158, 0.8214, 0.8069, 0.7942,\n", + " 0.1450, 0.8259, 0.8334, 0.8395, 0.8286, 0.8479, 0.8137, 0.8094, 0.8057,\n", + " 0.8351, 0.8161, 0.8335, 0.8292, 0.8176, 0.8149, 0.8408, 0.8403, 0.8258,\n", + " 0.8222, 0.8097, 0.8211, 0.8226, 0.8120, 0.7863, 0.8082, 0.4059, 0.8482,\n", + " 0.8135, 0.8325, 0.8117, 0.8086, 0.8243, 0.8312, 0.7850, 0.8252, 0.8008,\n", + " 0.8184, 0.8311, 0.7966, 0.8279, 0.8327, 0.8157, 0.8512, 0.7968, 0.8399,\n", + " 0.5803, 0.8320, 0.8049, 0.8168, 0.6614, 0.7904, 0.8386, 0.8002, 0.8371,\n", + " 0.8311, 0.8233, 0.8374, 0.8517, 0.8075, 0.7810, 0.8043, 0.8287, 0.8310,\n", + " 0.7545, 0.8091, 0.8130, 0.8315, 0.8237, 0.7936, 0.8294, 0.8144, 0.8791,\n", + " 0.8355, 0.8370, 0.8485, 0.8280, 0.8163, 0.7991, 0.8133, 0.8094, 0.8394,\n", + " 0.8253, 0.8452, 0.8121, 0.8158, 0.7934, 0.7687, 0.8261, 0.8256, 0.8363,\n", + " 0.8233, 0.8185, 0.8239, 0.8132, 0.8256, 0.8243, 0.8149, 0.8408, 0.8208,\n", + " 0.8138, 0.8163, 0.7973, 0.8426, 0.8028, 0.7939, 0.7976, 0.8272, 0.8379,\n", + " 0.8260, 0.8205, 0.8320, 0.8118, 0.8349, 0.8141, 0.8088, 0.8105, 0.8428,\n", + " 0.8186, 0.8262, 0.8469, 0.8352, 0.8187, 0.8220, 0.8426, 0.8953, 0.8250,\n", + " 0.8079, 0.8207, 1.6714, 0.8294, 0.7880, 0.8008, 0.7966, 0.8185, 0.8555,\n", + " 0.8230, 0.8749, 0.8322, 0.8289, 0.8166, 0.8341, 0.8206, 0.8092, 0.8114,\n", + " 0.8251, 0.8403, 0.8264, 0.6936, 0.8250, 0.8249, 0.8277, 0.7653, 0.8449,\n", + " 0.8456, 0.7697, 0.8154, 0.7930, 0.8215, 0.8228, 0.8101, 0.8201, 0.8852,\n", + " 0.8160, 0.8325, 0.8228, 0.8055, 0.8194, 0.8051, 0.8539, 0.8013, 0.8210,\n", + " 0.8187, 0.7815, 0.8133, 0.8271, 0.8175, 0.8074, 0.8010, 0.8360, 0.8063,\n", + " 0.7781, 0.7964, 0.8130, 0.8201, 0.8111, 0.8239, 0.7888, 0.8238, 0.8276,\n", + " 0.8202, 0.7845, 0.8020, 0.8486, 0.8324, 0.7349, 0.8443, 0.8322, 0.8151,\n", + " 0.7926, 0.8470, 0.8378, 0.1852, 0.8060, 0.8118, 0.7750, 0.8366, 0.8364,\n", + " 0.8423, 0.8459, 0.8031, 0.8347, 0.8397, 0.8388, 0.8104, 0.8390, 0.8678,\n", + " 0.8161, 0.8127, 0.8537, 0.8327, 0.8169, 0.8132, 0.8189, 0.8318, 0.8313,\n", + " 0.7993, 0.8308, 0.8307, 0.8116, 0.8404, 0.8250, 0.7948, 0.8266, 0.8650,\n", + " 0.8057, 0.8128, 0.8006, 0.8119, 0.8175, 0.8201, 0.8344, 0.8236, 0.7972,\n", + " 0.8282, 0.8399, 0.8198, 0.8253, 0.8390, 0.8354, 0.8198, 0.8079, 0.7840,\n", + " 0.8349, 0.8008, 0.8354, 0.8714, 0.8202, 0.8363, 0.8433, 0.8275, 0.8186,\n", + " 0.8384, 0.8247, 0.8012, 0.8240, 0.7401, 0.8366, 0.8256, 0.8084, 0.7896,\n", + " 0.8291, 0.8187, 0.8238, 0.8233, 0.8616, 0.8359, 0.8294, 0.8439, 0.7895,\n", + " 0.8019, 0.8218, 0.8339, 0.8189, 0.8238, 0.7702, 0.8201, 0.8073, 0.7893,\n", + " 0.8113, 0.8165, 0.6834, 0.8114, 0.8481, 0.8409, 0.8116, 0.8058, 0.8391,\n", + " 0.8540, 0.8109, 0.8212, 0.8303, 0.8101, 0.8116, 0.8115, 0.8268, 0.8167,\n", + " 0.8220, 0.8025, 0.8240, 0.8222, 0.8286, 0.8318, 0.8273, 0.8253, 0.8350,\n", + " 0.8268, 0.8093, 0.8169, 0.8478, 0.8354, 0.8033, 0.8238, 0.7871, 0.8056,\n", + " 0.8211, 0.8452, 0.8161, 0.8073, 0.8464, 0.8281, 0.8235, 0.8283, 0.8307,\n", + " 0.8222, 0.7855, 0.8053, 0.8373, 0.8079, 0.8344, 0.8179, 0.8235, 0.8201,\n", + " 0.8211, 0.8243, 0.8237, 0.8234, 0.5874, 0.8415, 0.8194, 0.8178, 0.8204,\n", + " 0.8356, 0.8469, 0.8369, 0.8249, 0.7611, 0.8630, 0.8374, 0.8169, 0.8775,\n", + " 0.8242, 0.8208, 0.8545, 0.8420, 0.8186, 0.8117, 0.8278, 0.8381, 0.8080,\n", + " 0.8173, 0.8495, 0.8113, 0.8132, 0.8182, 0.8221, 0.8198, 0.8587, 0.7927,\n", + " 0.8494, 0.8098, 0.8482, 0.8227, 0.8483, 0.8245, 0.8243, 0.8201, 0.7882,\n", + " 0.8251, 0.8499, 0.8260, 0.8281, 0.8260, 0.8090, 0.8070, 0.8237, 0.8127,\n", + " 0.8481, 0.8055, 0.8227, 0.8249, 0.8287, 0.8207, 0.8289, 0.8168, 0.8438,\n", + " 0.8201, 0.8158, 0.8584, 0.8299, 0.8603, 0.8508, 0.8443, 0.8617, 0.8318,\n", + " 0.8129, 0.8080, 0.8298, 0.8282, 0.8145, 0.8550, 0.8275, 0.8496, 0.8239,\n", + " 0.8107, 0.8427, 0.8133, 0.8370, 0.8111, 0.7928, 0.8511, 0.8256, 0.8159,\n", + " 0.8265, 0.8169, 0.7986, 0.8157, 0.8122, 0.8265, 0.8530, 0.8061, 0.7315,\n", + " 0.8131, 0.8578, 0.8576, 0.8391, 0.8297, 0.8245, 0.8006, 0.8158, 0.8346,\n", + " 0.8133, 0.8205, 0.8093, 0.7974, 0.8281, 0.8084, 0.8319, 0.8363, 0.8168,\n", + " 0.8062, 0.8346, 0.7844, 0.8169, 0.7846, 0.8469, 0.8109, 0.7964, 0.7649,\n", + " 0.7958, 0.8158, 0.8326, 0.8266, 0.8002, 0.8137, 0.8065, 0.8098, 0.8077,\n", + " 0.7860, 0.8164, 0.8205, 0.8393, 0.8439, 0.8411, 0.8476, 0.8092, 0.8113,\n", + " 0.8384, 0.8239, 0.8108, 0.8111, 0.7772, 0.8289, 0.8215, 0.8153, 0.8190,\n", + " 0.8190, 0.8100, 0.8405, 0.8342, 0.8349, 0.8395, 0.8315, 0.8235, 0.8161,\n", + " 0.8347, 0.8027, 0.8226, 0.8238, 0.8289, 0.8343, 0.8369, 0.8326, 0.8224,\n", + " 0.8344, 0.8386, 0.8268, 0.8087, 0.8206, 0.8161, 0.8125, 0.8191, 0.8127,\n", + " 0.7821, 0.8277, 0.8047, 0.8271, 0.7902, 0.7538, 0.8425, 0.8265, 0.8118,\n", + " 0.8276, 0.8259, 0.8024, 0.8008, 0.8198, 0.7994, 0.8287, 0.8398, 0.8175,\n", + " 0.1814, 0.8325, 0.8296, 0.8209, 0.8396, 0.8337, 0.8168, 0.8191, 0.8003,\n", + " 0.8168, 0.8285, 0.8536, 0.8231, 0.8784, 0.8163, 0.8100, 0.8284, 0.8261,\n", + " 0.8522, 0.8184, 0.8196, 0.8376, 0.8261, 0.8238, 0.8144, 0.8121, 0.8293,\n", + " 0.8341, 0.8381, 0.8203, 0.8221, 0.8557, 0.7928, 0.8216, 0.8405, 0.7998,\n", + " 0.6775, 0.8221, 0.8230, 0.8151, 0.8555, 0.8396, 0.8318, 0.8067, 0.8071,\n", + " 0.8237, 0.8258, 0.8341], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.9911e-03, -2.1731e-02, -8.5418e-02, -1.1091e-02, -7.9022e-02,\n", + " -8.4919e-02, -5.0959e-02, -1.0246e-01, -4.5238e-03, -2.2691e-02,\n", + " -2.5858e-02, -5.9837e-02, 1.9699e-02, -1.0160e-01, -2.3683e-02,\n", + " -1.3263e-01, -9.5915e-02, -6.0343e-02, -2.2185e-02, -6.3525e-02,\n", + " -1.0601e-01, -3.7986e-02, -1.3533e-02, -9.5777e-02, -5.9688e-02,\n", + " -7.9165e-02, -6.0853e-02, 1.6724e-03, -1.4806e-02, -3.9187e-02,\n", + " -1.2437e-01, -6.9457e-02, -4.0086e-02, 3.3282e-02, -4.6313e-02,\n", + " -3.2780e-02, -2.4511e-02, -2.9815e-02, -6.1609e-02, -2.6567e-02,\n", + " 6.5424e-03, 1.6071e-02, -3.8619e-02, -7.5152e-02, -4.1365e-02,\n", + " -2.9133e-02, -4.4066e-02, -1.9910e-02, 6.1147e-03, -2.0784e-02,\n", + " 5.6153e-02, -6.3402e-02, -8.1718e-02, -2.1161e-02, -1.1285e-01,\n", + " -1.0720e-01, 5.2568e-05, -5.5708e-04, 1.9047e-02, 4.8022e-03,\n", + " -3.7431e-02, -6.4962e-02, -3.5965e-02, -1.0284e-02, -5.8101e-02,\n", + " -1.1849e-01, -5.2727e-02, -7.4062e-02, 5.4283e-02, -5.3025e-02,\n", + " 3.9204e-03, -9.7835e-02, -3.4598e-02, -1.5429e-02, -5.7405e-02,\n", + " 2.0642e-02, -2.8590e-02, -6.8071e-02, -7.5334e-02, -4.8628e-02,\n", + " -4.0453e-02, -7.4228e-02, -5.4106e-02, -1.0514e-01, -4.6446e-02,\n", + " -5.5732e-02, -4.6757e-02, -3.6951e-02, -1.5078e-02, -1.4061e-01,\n", + " 8.7417e-03, 1.0586e-02, -1.0612e-01, -8.5275e-03, -7.1212e-02,\n", + " 3.3767e-02, -8.9851e-02, -1.5196e-02, -4.4344e-02, -3.0090e-02,\n", + " -2.5190e-02, 1.9014e-03, -8.4510e-02, -3.1113e-02, -2.4284e-02,\n", + " -5.5333e-02, -4.8818e-02, -3.2881e-02, -1.4534e-02, -1.6910e-02,\n", + " -2.6374e-02, -2.7997e-02, -1.2696e-02, 1.9971e-04, -5.2947e-02,\n", + " -5.5305e-02, -5.5210e-02, -1.5646e-02, -1.9907e-02, -7.2995e-02,\n", + " -5.0182e-02, -2.8904e-02, -7.6838e-02, -4.1030e-01, -4.4682e-02,\n", + " -1.2926e-02, -1.3576e-02, -4.8880e-02, -2.2388e-02, -2.9814e-02,\n", + " -5.6254e-02, -7.4661e-02, -4.0026e-02, -1.7584e-03, -1.0772e-03,\n", + " -3.2441e-02, -6.4202e-02, 7.3877e-03, -2.3857e-02, -2.8361e-02,\n", + " -3.4471e-03, -7.6416e-03, -3.3039e-02, -1.2528e-01, -6.2538e-02,\n", + " 4.4751e-03, -2.3702e-02, 6.6690e-02, -5.3297e-03, -6.4901e-02,\n", + " -3.4022e-02, -7.0986e-02, -4.2420e-04, 6.2338e-03, 7.4419e-04,\n", + " -7.4062e-02, -3.6650e-02, -4.8876e-02, -7.2099e-02, -2.3079e-02,\n", + " -2.7489e-02, -2.9204e-02, -1.1956e-02, -5.7632e-02, -1.3603e-01,\n", + " -3.5237e-02, -8.6895e-02, -8.6527e-02, 1.6948e-02, -4.3703e-02,\n", + " -3.6273e-02, 2.6496e-02, -1.1421e-01, -3.9111e-02, -3.8379e-02,\n", + " -7.0450e-02, -7.3725e-02, -2.8091e-02, -8.0674e-02, -9.0598e-02,\n", + " -1.0157e-01, -1.2004e-01, -3.0780e-02, -3.8558e-02, -5.5876e-02,\n", + " -3.9297e-02, -1.0207e-01, -1.4810e-02, -1.0007e-01, -4.7311e-02,\n", + " -3.4091e-02, 1.4821e-03, -1.1007e-01, -2.9160e-02, -6.8113e-02,\n", + " -4.6947e-02, -1.2606e-02, -3.3736e-02, -6.4685e-02, -3.9513e-02,\n", + " -2.3827e-02, -6.3594e-02, -6.4615e-02, -2.7288e-02, -1.3813e-02,\n", + " -1.8821e-01, -2.1046e-02, -3.8563e-02, -5.3869e-02, -5.7992e-02,\n", + " -4.7478e-02, -5.8891e-02, -4.7414e-02, -1.0252e-01, -3.8033e-02,\n", + " -3.2360e-03, 5.8322e-03, -3.7740e-02, -1.1409e-01, -7.0290e-04,\n", + " -6.6285e-02, -1.0832e-01, -4.5646e-02, -8.4208e-02, -5.4448e-02,\n", + " -2.5062e-01, -5.1225e-02, 6.6958e-02, -7.1123e-02, -7.2297e-03,\n", + " -1.1737e-03, -1.3975e-02, -1.1764e-01, -2.8519e-02, -5.2637e-02,\n", + " -3.5194e-02, -2.9844e-02, -2.6238e-02, -1.0883e-01, 4.7634e-02,\n", + " -6.7663e-02, -7.7689e-02, -1.7273e-02, -1.1139e-01, -1.8778e-02,\n", + " -2.5276e-02, -6.3853e-02, -5.4246e-02, 1.9715e-03, 1.4811e-02,\n", + " 5.9031e-03, -1.0934e-01, 7.5820e-03, -9.1352e-03, -6.1152e-02,\n", + " -6.5646e-03, -6.6989e-03, 5.0139e-02, -4.6572e-02, -5.2098e-02,\n", + " -8.9267e-02, -1.0850e-02, -1.7117e-02, -3.3324e-02, -1.9247e-02,\n", + " 1.6208e-02, -3.4365e-02, -5.7199e-02, -7.0635e-02, -6.4506e-02,\n", + " -6.8236e-02, -4.0036e-02, 1.7157e-03, -5.0003e-02, -2.4505e-02,\n", + " -2.5174e-02, -5.4199e-02, -5.8951e-02, -2.6914e-02, -6.2709e-03,\n", + " -8.8090e-02, -1.2465e-01, -1.7531e-02, -2.7450e-02, 3.2209e-02,\n", + " -5.0641e-02, -1.0313e-01, -4.7239e-02, -2.3382e-02, -2.8086e-02,\n", + " -6.2909e-02, -6.3351e-02, -3.1319e-02, -4.8341e-02, -9.7531e-02,\n", + " -6.7401e-02, 1.3437e-02, -5.8164e-02, -6.4501e-02, -5.8095e-02,\n", + " 1.3405e-02, -3.6890e-02, -3.6888e-02, -7.8711e-02, -1.1046e-01,\n", + " -2.4371e-02, -4.6823e-02, 8.0789e-03, -6.6701e-01, -5.2926e-02,\n", + " -1.1325e-02, -1.4399e-03, -1.0808e-01, -4.1863e-02, -3.6180e-02,\n", + " -5.2937e-02, -5.2122e-02, -7.9372e-02, -3.9934e-02, 1.7669e-02,\n", + " -3.5720e-02, -9.6919e-02, -7.8563e-02, 4.3456e-02, -1.5752e-02,\n", + " -7.3775e-03, -5.2622e-02, -1.4332e-01, -2.4892e-02, 8.7368e-03,\n", + " -5.3342e-02, -5.0091e-02, -5.8282e-02, -1.5009e-01, -2.4953e-02,\n", + " -8.6614e-03, 1.5207e-02, -4.2207e-02, -4.6732e-02, -1.2320e-02,\n", + " -4.9060e-02, -1.0421e-01, -3.4343e-02, -5.9889e-02, -4.5474e-02,\n", + " 2.2524e-02, -3.9818e-02, 9.7119e-03, -4.2121e-02, 6.7828e-02,\n", + " -3.1296e-02, -2.6843e-02, -1.5530e-01, -4.6035e-02, -1.5778e-02,\n", + " -1.2878e-02, -3.0815e-02, -5.4324e-02, -3.9495e-02, -6.7273e-02,\n", + " -3.4010e-02, -2.4445e-02, -9.7994e-02, -4.5251e-02, -7.7136e-02,\n", + " -7.4479e-02, -4.6176e-04, -3.6473e-02, -1.2272e-02, -1.1400e-02,\n", + " 6.4480e-02, -4.6266e-02, -3.7088e-02, -7.8402e-03, 3.3160e-02,\n", + " -4.2512e-02, -9.6050e-02, 1.2693e-02, -8.7282e-03, -7.9768e-02,\n", + " -2.6688e-02, 1.2342e+00, -1.8039e-02, -1.9496e-02, -1.2410e-01,\n", + " -4.1538e-02, -5.3155e-03, -5.9706e-02, -1.2424e-02, -4.7047e-03,\n", + " -6.9884e-02, -6.3183e-02, -6.7926e-02, -1.1283e-02, -5.4642e-02,\n", + " -2.9658e-02, 8.7688e-03, 1.7863e-02, -7.7521e-02, -2.6839e-02,\n", + " -5.4859e-02, -3.8077e-02, -9.4398e-02, -3.1434e-02, -3.1474e-02,\n", + " -1.2879e-02, -4.8862e-02, 4.8742e-02, -8.7172e-02, -3.7206e-02,\n", + " -7.0836e-02, -5.0987e-02, -2.7047e-02, 1.2548e-02, -2.7316e-02,\n", + " -6.1959e-02, -6.3211e-02, -3.3921e-02, -6.0652e-02, -4.4191e-02,\n", + " -4.6352e-02, -7.9696e-03, -8.0579e-02, -3.1754e-02, -5.6834e-02,\n", + " -9.4625e-02, -3.3766e-02, 1.0041e-02, 4.8681e-03, -5.6882e-02,\n", + " 1.8110e-02, 1.4456e-02, -1.7093e-02, -6.4950e-02, -1.4863e-02,\n", + " -4.3046e-02, -3.0155e-02, -3.0272e-02, -4.6320e-03, -1.2794e-02,\n", + " -5.9728e-02, -3.8144e-02, -6.7831e-02, 1.4091e-02, -1.5094e-02,\n", + " 6.2337e-02, -3.8341e-02, -7.2135e-02, -7.3657e-02, -4.3075e-02,\n", + " -8.9091e-02, -4.4390e-02, -9.8070e-02, -4.3190e-02, -1.0500e-01,\n", + " -8.2559e-02, -6.5659e-03, -4.7039e-02, 2.8142e-02, 6.6390e-02,\n", + " -2.8393e-02, 7.1410e-03, -4.8453e-02, -1.2122e-01, -1.2166e-01,\n", + " -1.1018e-02, -8.1017e-02, 1.8763e-02, -7.0300e-02, -1.6904e-02,\n", + " -1.8623e-02, -1.9928e-02, -6.5258e-02, -5.6976e-02, -7.7981e-03,\n", + " 9.8662e-03, -5.8731e-02, -7.4344e-02, 2.4232e-03, -1.5830e-02,\n", + " -2.2368e-02, -4.0641e-02, -1.2160e-02, -8.6705e-02, -1.5942e-02,\n", + " -2.8012e-02, -4.9698e-02, -1.0570e-01, -5.4495e-03, -1.4825e-02,\n", + " -1.9538e-02, -4.2587e-02, -5.9300e-02, -3.5139e-02, -4.9682e-02,\n", + " 1.2428e-02, -4.6710e-03, -7.1063e-02, -7.7453e-02, -1.1406e-01,\n", + " -6.3688e-02, -7.0842e-02, -1.7464e-02, 1.5732e-02, -6.9575e-02,\n", + " -5.0245e-02, 1.6815e-03, -6.3286e-02, -3.5803e-02, -8.6692e-03,\n", + " -1.8495e-02, -6.7725e-02, -2.2573e-02, 1.5954e-02, -4.2736e-02,\n", + " -1.1319e-01, -1.6139e-02, -3.8273e-02, 1.8396e-02, -3.6924e-02,\n", + " -1.4614e-02, -7.8820e-02, -3.9939e-02, 1.7853e-02, -3.5268e-02,\n", + " -5.1438e-03, 2.7042e-03, -1.2847e-02, -8.0948e-02, -2.0056e-02,\n", + " -9.5752e-02, -8.4829e-03, -9.1452e-03, -6.1099e-02, -8.7580e-02,\n", + " 1.0184e-02, -6.3736e-02, -6.0583e-03, -6.6168e-02, 9.5015e-02,\n", + " -9.3529e-02, -4.2957e-02, -1.0764e-02, -2.6883e-02, 2.9078e-03,\n", + " 1.6555e-02, -1.4094e-02, -4.3040e-02, -8.9755e-02, -6.9320e-02,\n", + " -1.8519e-02, -1.0838e-03, -6.7991e-02, -5.3360e-02, -6.4697e-02,\n", + " -7.3795e-03, -2.9285e-02, -8.2708e-02, -4.6001e-02, 6.5025e-03,\n", + " -6.0623e-03, -9.6565e-03, -9.4287e-02, -7.0777e-03, 2.2010e-02,\n", + " -8.5708e-02, -4.1289e-02, -4.7729e-02, -3.6953e-02, -4.0076e-02,\n", + " -1.6337e-02, -8.1847e-02, -1.1734e-01, -2.8326e-02, -1.1577e-02,\n", + " -5.4508e-02, -3.5414e-02, 1.9469e-02, -8.9905e-02, 2.4397e-02,\n", + " -8.5392e-03, -6.6797e-02, -6.4009e-02, -6.3319e-02, -1.7018e-02,\n", + " -5.7650e-03, -1.0963e-01, 2.4166e-03, -5.2971e-02, -3.1823e-02,\n", + " -5.1509e-02, -5.2670e-02, -5.1378e-02, 1.2320e-02, -5.8371e-02,\n", + " -5.2755e-02, -4.5402e-02, -1.7602e-02, -7.9624e-02, -4.9163e-02,\n", + " -4.5584e-02, -2.9496e-02, 1.5783e-02, -5.8591e-02, -1.2061e-01,\n", + " -6.3204e-02, -6.0637e-02, -4.7426e-02, 5.2212e-03, -1.0803e-02,\n", + " -8.8708e-02, -8.4110e-03, -4.1089e-02, -6.1244e-02, -6.9400e-02,\n", + " 5.9572e-02, -6.2619e-04, -3.9389e-02, -2.0552e-02, 3.3747e-02,\n", + " -1.2618e-01, -4.6918e-02, -4.4600e-02, -5.4035e-02, -5.6527e-02,\n", + " -5.9106e-02, -8.9185e-02, 1.6636e-03, -7.0490e-02, -7.8546e-02,\n", + " -9.4421e-02, -6.7967e-02, -1.1163e-01, -1.5173e-01, -2.0537e-02,\n", + " -3.0213e-02, -8.1726e-02, -1.1522e-01, -5.6791e-02, -4.1666e-02,\n", + " 2.8827e-02, -6.0505e-02, 3.4731e-02, 3.6714e-02, -6.2664e-02,\n", + " 3.2626e-02, -7.2699e-02, -1.1528e-01, -6.3234e-02, -1.0146e-01,\n", + " -1.1614e-01, -4.8142e-02, -1.0865e-01, -6.9105e-02, -3.3361e-02,\n", + " -2.5578e-02, -1.3720e-01, -1.0591e-01, -5.5810e-02, -4.9357e-02,\n", + " -7.5403e-02, -2.2140e-02, -1.1475e-01, -2.2073e-02, -9.0478e-02,\n", + " -3.7927e-02, -5.4683e-02, -1.2830e-01, -9.2655e-02, -6.7291e-02,\n", + " -1.1527e-01, 5.0327e-03, -8.8101e-03, -1.7784e-02, -1.1600e-01,\n", + " 2.9478e-03, -1.0082e-01, -6.8860e-02, -7.0515e-02, -2.1972e-02,\n", + " -7.5812e-02, -1.2126e-02, -7.8754e-02, -3.5369e-02, -5.8462e-02,\n", + " -2.3800e-02, -5.0041e-02, -1.0561e-01, -2.2384e-02, -5.1946e-02,\n", + " 1.3943e-02, 1.0339e-03, 5.1043e-03, -3.4733e-02, -4.6358e-02,\n", + " -6.1365e-02, -1.4683e-02, -3.9663e-03, -2.7667e-02, -3.0266e-02,\n", + " -9.8227e-02, -2.9119e-02, 6.8651e-03, -3.5015e-02, -9.4804e-02,\n", + " -8.8822e-02, -1.5799e-01, -2.5026e-02, -2.3272e-02, -4.6642e-02,\n", + " 1.8524e-02, -8.2921e-02, -7.5322e-02, -9.0289e-02, -2.9547e-02,\n", + " -9.8346e-02, 2.5116e-02, -6.2788e-02, -8.0618e-02, -5.6549e-02,\n", + " 3.7705e-01, -8.2464e-02, -5.7788e-02, -5.6724e-02, -6.7727e-02,\n", + " -5.0570e-03, 2.6409e-02, -9.3525e-03, -6.7059e-03, 1.7871e-02,\n", + " -4.7371e-02, -4.6696e-02, -1.0365e-02, -7.4026e-02, -8.8747e-02,\n", + " -3.5788e-02, -2.9538e-02, -5.2848e-02, -3.8083e-02, -7.7811e-02,\n", + " -5.1079e-02, -4.2770e-02, 2.6733e-02, -5.9677e-03, -7.4430e-03,\n", + " -9.0626e-02, -2.0063e-02, -2.0051e-02, -4.1825e-02, -7.8440e-02,\n", + " -3.3627e-02, -4.4238e-02, -2.2995e-02, -6.5732e-02, 4.6892e-03,\n", + " 1.6609e-02, 1.9837e-02, -5.4074e-02, -1.7401e-02, -2.0425e-02,\n", + " -5.9345e-02, -1.1818e-02, -5.0286e-02, 4.0857e-02, -3.0308e-03,\n", + " -3.4822e-02, -5.7651e-02, -4.0377e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.0130e-02, 1.1887e-01, 2.1868e-01, 8.7210e-02, -2.0477e-01,\n", + " 2.2648e-01, -3.4360e-01, 6.4057e-02, -4.1554e-01, 1.1557e-01,\n", + " 2.8522e-01, -1.0724e-01, 2.1037e-01, 6.5960e-02, -8.9728e-02,\n", + " -6.1263e-02, 1.1344e-01, -1.9265e-01, -1.2109e-02, -2.4905e-01,\n", + " 7.1558e-02, -2.0746e-01, -1.8167e-01, -1.9616e-02, 5.7593e-02,\n", + " -4.0425e-02, 3.1487e-01, -1.6641e-01, 3.6615e-01, 2.8458e-02,\n", + " -8.9834e-02, -4.3720e-02, -1.2218e-01, 1.1063e-01, 4.6565e-02,\n", + " 5.6489e-02, 2.5875e-01, 1.0859e-01, -2.2724e-01, -1.5846e-01,\n", + " -2.0762e-01, -2.8562e-01, -1.6824e-01, 1.7382e-01, 2.8304e-02,\n", + " -8.5946e-02, -1.2882e-01, -3.9624e-05, 1.3995e-01, -1.4809e-01,\n", + " -1.4983e-01, 8.0181e-02, -2.4638e-01, 1.3984e-01, -4.8627e-01,\n", + " -3.8021e-02, 7.8774e-02, -5.4215e-01, 1.8015e-01, -2.4764e-01,\n", + " -8.2056e-02, 2.0403e-01, -1.2871e-01, 1.7048e-01, 3.3818e-01,\n", + " -5.3207e-01, 2.6975e-01, 1.5490e-01, 2.6109e-01, -6.6078e-02,\n", + " -1.0768e-01, 6.7982e-02, 5.1441e-03, -1.7760e-01, -8.6212e-03,\n", + " -1.2084e-01, 2.7072e-02, 9.5277e-02, -1.1946e-01, -1.7435e-01,\n", + " 1.2826e-02, -1.4399e-01, 5.4034e-02, -7.1218e-02, -1.0277e-01,\n", + " -8.0027e-02, 1.2395e-01, 1.2472e-01, 2.8782e-01, -2.4318e-01,\n", + " 6.9833e-02, -1.5565e-01, 5.3963e-02, 2.2090e-01, -6.5430e-02,\n", + " -2.9557e-01, 1.9449e-01, -2.0094e-02, -3.5260e-02, -1.2373e-01,\n", + " 1.1984e-01, 1.1227e-01, 4.9598e-02, 2.9100e-01, -1.6697e-01,\n", + " 9.0494e-02, -5.6501e-02, 1.8282e-01, 1.1605e-01, -1.1072e-01,\n", + " -1.3768e-01, -1.3056e-01, 5.1009e-03, 3.5995e-02, -2.2659e-01,\n", + " -1.7014e-01, -3.6584e-02, 1.4101e-01, 1.6270e-01, -1.3676e-01,\n", + " 4.6082e-01, -1.5044e-02, 2.6074e-01, 2.4027e-01, -3.2432e-01,\n", + " -1.0082e-01, -6.3582e-03, -1.2997e-01, 1.7895e-01, -5.6416e-03,\n", + " -3.2919e-02, 9.1986e-03, 3.9944e-02, -4.8234e-03, -1.0553e-02,\n", + " 4.5920e-02, -5.7454e-02, -5.0634e-03, 3.1936e-02, 2.5940e-02,\n", + " 2.4509e-02, 5.9364e-03, -7.3236e-02, 4.9799e-02, -6.5353e-02,\n", + " -3.0103e-02, -5.1781e-02, 1.8562e-02, -1.2511e-02, -2.4903e-02,\n", + " -1.9358e-02, -2.2507e-02, -5.2231e-02, 8.5270e-02, 5.6999e-03,\n", + " 5.2514e-02, -7.0874e-02, 3.2521e-02, 5.5978e-02, 3.1149e-02,\n", + " -3.7748e-02, -1.6950e-02, -1.9682e-02, -7.0004e-02, 6.0100e-02,\n", + " -3.0003e-02, -1.9542e-02, -2.6614e-02, -5.4306e-02, -3.2268e-02,\n", + " -2.3941e-02, 4.8159e-02, -6.7734e-02, 9.6824e-03, 6.2304e-02,\n", + " 1.5483e-02, 4.7038e-02, -4.1295e-02, -2.6080e-02, 7.5054e-02,\n", + " -9.9345e-03, 6.7070e-02, -5.5948e-03, -4.9686e-02, 6.9155e-02,\n", + " -1.2513e-02, -9.6080e-03, 1.4420e-02, 8.9716e-02, -3.2649e-02,\n", + " 1.3103e-02, -5.8897e-02, -2.8231e-01, -2.1987e-01, 7.4569e-02,\n", + " -1.9329e-01, -2.3904e-01, -2.0547e-01, 1.4832e-01, -2.0592e-01,\n", + " -1.0556e-01, -3.3246e-01, 2.9869e-01, 1.4742e-02, -3.4112e-02,\n", + " -5.1247e-02, 1.7858e-01, -1.5464e-01, 4.4350e-01, -3.4233e-01,\n", + " 6.0810e-02, -4.8418e-01, -1.7234e-01, 5.5829e-01, -1.9054e-01,\n", + " -1.7085e-01, -6.5740e-02, 4.6172e-01, 1.1685e-01, -1.0867e-01,\n", + " 2.5521e-02, 9.3015e-02, -3.3565e-01, 9.7723e-02, 1.1447e-01,\n", + " 2.5188e-01, 2.4162e-01, -3.2859e-02, 1.1418e-01, -1.3454e-01,\n", + " 1.1214e-01, 1.9344e-01, 2.8808e-01, 3.6662e-02, -9.1874e-02,\n", + " -1.8925e-02, 8.3655e-02, -2.9657e-01, 4.3850e-01, -3.1043e-01,\n", + " 2.6670e-01, -2.4112e-01, 1.0252e-01, -1.7780e-04, -7.8823e-02,\n", + " -2.7052e-01, -8.6674e-03, 1.0519e-02, 2.3936e-01, -2.9538e-01,\n", + " 8.4221e-02, 3.3672e-02, 1.9706e-01, -6.2164e-02, -2.4718e-02,\n", + " 8.7717e-02, -2.5071e-01, 1.5706e-01, 2.3768e-01, 3.9946e-01,\n", + " 1.1246e-01, -1.7711e-01, -3.4676e-01, -4.5355e-01, 7.5780e-02,\n", + " -7.4163e-02, -5.9656e-03, 1.8497e-01, 4.2538e-01, 2.2415e-02,\n", + " -1.9526e-01, -8.4955e-02, -2.0987e-01, -3.9819e-01, -1.6228e-01,\n", + " -1.0210e-01, 1.6659e-01, 1.4552e-01, -2.1444e-01, -1.1108e-01,\n", + " 7.1328e-02, -1.7965e-01, 5.0596e-03, -1.4955e-01, -2.5073e-01,\n", + " -2.3035e-01, 1.9926e-01, -1.9052e-01, -5.7047e-02, -2.4461e-02,\n", + " -4.0321e-01, 1.3474e-01, -4.3975e-03, -2.7324e-01, -1.3796e-01,\n", + " 6.3967e-02, 2.7403e-01, 1.9344e-01, -1.2892e-01, -1.6142e-02,\n", + " 3.8657e-01, 1.5079e-01, 9.9633e-02, 6.6772e-01, 1.5956e-01,\n", + " 1.2797e-01, 1.6047e-01, 1.4334e-01, -7.4570e-02, -3.9579e-01,\n", + " 1.7510e-02, -3.4705e-02, 1.4462e-01, 1.2939e-01, -1.1103e-01,\n", + " 4.3722e-02, -1.4519e-01, 6.8075e-02, 3.0203e-02, -4.9669e-02,\n", + " 3.4470e-01, 1.4825e-02, -1.2054e-01, -3.6352e-01, 1.1949e-02,\n", + " -1.1544e-01, 5.5563e-01, 6.3900e-01, -9.1271e-02, 5.7076e-02,\n", + " 1.8457e-02, -1.9434e-01, 5.8411e-01, 1.5039e-01, -2.1969e-01,\n", + " 8.3831e-02, 3.5248e-01, -2.1035e-01, 1.2112e-01, -1.5372e-01,\n", + " 7.9632e-02, -2.5212e-01, -4.9995e-02, 4.1693e-01, 1.3844e-01,\n", + " 8.8435e-02, 7.5546e-01, 2.8799e-01, 7.1233e-03, 1.6018e-01,\n", + " -4.3708e-01, 4.0694e-02, -2.8835e-01, -1.8012e-01, 7.6160e-01,\n", + " 6.1730e-02, 2.0175e-01, 2.5984e-01, -1.8264e-01, -1.3711e-01,\n", + " 1.8038e-01, 9.9823e-02, 2.9867e-03, 3.7477e-01, -7.3096e-02,\n", + " -5.5421e-02, 7.9605e-01, -3.7314e-01, 4.5567e-01, 3.8785e-01,\n", + " -4.6460e-01, -3.1176e-01, -9.7430e-02, 1.1275e-01, 1.7523e-01,\n", + " -1.7209e-01, 2.6395e-01, 5.0246e-01, -2.1430e-01, -1.3977e-01,\n", + " 1.2911e-01, 2.6221e-01, 1.2876e-01, 1.8243e-02, 1.9331e-02,\n", + " 2.0036e-01, -3.7061e-03, -5.2489e-02, -3.8090e-02, 1.7509e-01,\n", + " 1.4210e-01, 2.6394e-01, -2.4669e-01, -2.0842e-01, 7.3437e-02,\n", + " 8.0304e-02, -8.8610e-02, 9.5805e-02, -2.8193e-03, 9.6245e-02,\n", + " -5.9579e-02, 1.8303e-02, -5.2196e-02, 2.4602e-03, -8.9981e-03,\n", + " -1.4188e-01, 1.6982e-01, 1.4684e-02, 8.0432e-02, 1.4415e-01,\n", + " -7.9289e-02, -4.3563e-02, -1.3048e-01, 9.0140e-02, -1.1332e-01,\n", + " 6.5817e-02, -2.8919e-02, -5.0692e-02, -6.8233e-02, 1.2676e-01,\n", + " -7.7853e-03, -1.1944e-01, -7.1633e-02, 3.8406e-02, 5.1482e-02,\n", + " -2.3815e-01, -7.2538e-02, 5.0957e-01, -7.4238e-02, -1.2476e-01,\n", + " -7.3363e-02, 2.0673e-01, -3.3949e-02, -1.0945e-04, -1.1571e-02,\n", + " -2.1345e-01, 2.1062e-01, 4.1730e-02, -5.9223e-03, 3.1824e-01,\n", + " -1.7664e-01, -2.7752e-02, -1.7509e-02, -2.5941e-01, -5.6525e-02,\n", + " 2.2949e-01, 5.6018e-02, 5.1439e-02, 4.4295e-01, -6.6992e-02,\n", + " 1.8303e-02, 1.6685e-01, 1.9616e-01, 8.3671e-02, 5.5415e-01,\n", + " -1.4475e-01, -3.9549e-01, -1.6309e-02, 3.3830e-01, 1.1835e-01,\n", + " -3.6023e-01, -4.5967e-01, -1.0929e-01, 1.9510e-01, -8.4783e-02,\n", + " 1.7358e-01, -1.9851e-01, 3.5490e-02, 9.7441e-02, -3.1306e-01,\n", + " 2.6871e-01, 1.3092e-01, -7.5986e-02, -5.5100e-01, -1.9846e-01,\n", + " -1.8693e-01, 2.4242e-01, -3.1841e-01, 3.2628e-02, -2.6412e-01,\n", + " 6.1704e-02, 1.4636e-01, 2.6656e-01, 2.6279e-01, 1.6979e-01,\n", + " 3.0427e-01, 3.4861e-02, 1.0094e-01, 3.0639e-01, -1.0081e-01,\n", + " 3.4950e-01, 7.8413e-01, 5.2060e-01, 2.1603e-03, -7.0045e-03,\n", + " -4.1164e-01, -4.8645e-01, -4.4651e-01, 3.3513e-01, -1.1313e-01,\n", + " -3.9717e-01, 3.8403e-01, -2.3518e-01, -6.8511e-02, -1.0130e-01,\n", + " -1.5456e-01, -3.1723e-01, 1.4869e-01, -4.2325e-02, -5.3928e-01,\n", + " -1.3634e-02, 4.4899e-01, 2.1111e-01, 8.5819e-02, -4.3049e-01,\n", + " -8.3070e-01, -2.2593e-01, -2.0729e-01, 2.3948e-01, -1.5970e-01,\n", + " -3.6727e-01, 8.4436e-02, 8.1711e-03, -5.3988e-02, 1.2152e-01,\n", + " 5.3374e-01, 1.3877e-01, -1.0957e-01, -7.8825e-02, -2.0775e-01,\n", + " -1.7110e-01, 9.0019e-02, -5.4240e-02, 1.1426e-02, 5.0588e-01,\n", + " 9.0979e-02, 2.6900e-01, -2.9941e-01, -4.1123e-01, 1.7487e-01,\n", + " -4.8576e-02, 2.7232e-01, -4.5879e-01, 1.1320e-01, 7.7917e-02,\n", + " -1.9511e-01, 9.0838e-02, -2.7221e-02, 3.0969e-01, 1.3033e-01,\n", + " -4.9067e-01, 1.0965e-01, -3.1539e-01, -2.0408e-02, -8.4141e-02,\n", + " 4.9824e-01, 2.5152e-01, 1.5938e-01, 1.8462e-01, 3.6651e-01,\n", + " -9.1929e-02, -5.0355e-01, -5.0853e-01, 2.4071e-01, -1.8947e-01,\n", + " -1.9674e-01, 2.3726e-01, 2.3691e-01, 3.6136e-01, -1.4146e-01,\n", + " -2.5364e-01, -1.4089e-01, 5.2075e-01, -2.7502e-01, 5.7724e-02,\n", + " 1.7701e-01, -2.4592e-02, 6.1815e-02, -1.7824e-02, 7.1862e-02,\n", + " 1.9092e-01, -1.4360e-01, 6.1019e-02, 2.2350e-01, -7.7964e-02,\n", + " -4.3328e-02, 1.7803e-01, 7.6450e-02, 1.6623e-01, -6.7891e-02,\n", + " -2.3149e-01, 1.7047e-01, -2.0200e-02, -3.5068e-02, 8.5247e-03,\n", + " -9.5607e-02, -2.3400e-01, -1.5214e-01, -4.5329e-02, 2.6065e-01,\n", + " 1.1526e-01, 1.8007e-01, -3.8886e-02, -1.6848e-01, 2.4758e-01,\n", + " 5.4496e-02, -5.3286e-02, -8.9750e-02, -1.1491e-01, -1.1738e-01,\n", + " -1.7055e-01, -4.1841e-02, 1.2854e-01, 8.8451e-02, 1.2169e-01,\n", + " -1.9706e-01, -3.5176e-02, 4.0673e-02, -1.5466e-01, 3.3641e-01,\n", + " 1.1405e-01, 2.8445e-02, -1.4156e-01, -1.5457e-01, 9.3087e-02,\n", + " 3.6545e-02, 4.2470e-02, -8.3606e-02, 1.0506e-01, 8.1112e-02,\n", + " -1.2319e-01, -7.9738e-02, 3.0404e-02, 2.2610e-01, -2.3057e-01,\n", + " 1.2007e-01, 6.6130e-02, -1.0911e-01, 2.1609e-01, 7.3638e-02,\n", + " 1.5479e-01, 3.4500e-01, -2.7938e-01, 5.7017e-01, -1.1569e-01,\n", + " 2.4812e-01, -6.9649e-02, -2.7978e-01, -1.2075e-01, 1.1278e-01,\n", + " -1.6568e-01, -4.5727e-02, 2.3313e-02, 3.2640e-01, -2.2461e-01,\n", + " -8.2861e-02, -5.8357e-01, -3.9771e-02, 2.9434e-01, -2.3609e-01,\n", + " -5.3624e-01, 1.0189e-01, -1.8835e-01, 2.4618e-01, -1.0786e-01,\n", + " -7.9863e-02, -7.3921e-02, 3.8703e-02, -2.5798e-01, 4.7645e-03,\n", + " -2.3076e-01, 9.6446e-02, 1.0595e-01, 2.1178e-01, 3.2419e-01,\n", + " -1.3776e-01, -1.5145e-01, 3.0578e-01, 4.3816e-02, 8.1696e-02,\n", + " 3.4741e-03, 3.6626e-01, 1.7579e-01, 1.0635e-01, 1.5077e-01,\n", + " -3.0174e-01, -1.8396e-01, -1.2838e-01, 1.3289e-01, -1.0084e-02,\n", + " 6.4295e-02, -3.6652e-03, -1.7156e-01, 2.1100e-01, 4.2541e-01,\n", + " -2.0022e-01, 9.4931e-02, 1.8836e-01, -2.3158e-01, 3.2177e-01,\n", + " -1.6557e-02, -1.4628e-02, 2.9085e-02, -1.9244e-01, 4.9188e-02,\n", + " 1.0409e-01, 4.2626e-01, 2.3523e-01, 4.4313e-01, -3.6384e-02,\n", + " 1.1373e-01, -9.6126e-03, 2.3600e-01, -1.0489e-01, -1.2586e-01,\n", + " 3.0308e-01, 6.5636e-01, 1.8376e-01, -1.0827e-02, -1.0237e-01,\n", + " -2.8121e-01, 4.9903e-01, -9.4880e-02, -1.5334e-01, -5.1055e-02,\n", + " 8.2555e-02, -4.1501e-01, 1.9477e-01, 5.8070e-02, 7.0947e-02,\n", + " 1.0771e-02, -4.8819e-02, 3.6631e-01, 8.3896e-02, 4.0893e-01,\n", + " 4.5631e-01, 3.2684e-01, 4.7213e-01, 2.4745e-01, 8.8205e-03,\n", + " -1.4258e-01, -8.1988e-01, -2.4345e-01, -7.6428e-02, 1.5556e-01,\n", + " -2.0622e-01, -5.8932e-01, 1.5509e-01, 5.9741e-02, 1.1991e-01,\n", + " -1.1299e-01, -1.5199e-01, 4.3523e-01, -1.5052e-01, 9.4984e-03,\n", + " 4.5568e-01, 9.4621e-03, 1.6628e-01, 6.1444e-02, 5.3525e-02,\n", + " -8.2070e-02, 2.8694e-01, 9.8581e-02, -1.5380e-01, -1.9750e-01,\n", + " 2.6130e-01, 1.8281e-01, 1.5343e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.7980e-04, -6.5806e-04, -1.0521e-04, 1.1914e-03, -1.8009e-03,\n", + " -2.7502e-03, -7.8233e-04, 2.5860e-03, -2.2570e-02, -2.6881e-03,\n", + " 2.3669e-03, 3.2777e-03, 1.7142e-03, 1.7085e-03, 4.7215e-04,\n", + " -4.3301e-03, 1.2966e-03, 3.8041e-03, 5.5218e-05, -2.4422e-03,\n", + " -2.8807e-03, -3.4955e-03, -3.4653e-03, 2.6404e-03, -5.9517e-03,\n", + " -3.8325e-03, 5.8708e-03, -2.6597e-03, 4.1050e-03, 2.5653e-03,\n", + " -3.9080e-03, 4.9746e-03, -2.3052e-03, 1.9391e-03, 6.0000e-03,\n", + " 2.3973e-03, 7.9802e-05, 4.9902e-04, -2.0522e-03, -2.3937e-03,\n", + " -1.8747e-03, 3.5503e-03, -1.5680e-04, 5.1923e-04, -3.8865e-04,\n", + " -5.5323e-03, 2.4720e-03, -1.7647e-03, 1.8318e-03, 4.0571e-03,\n", + " -1.6462e-03, 1.8299e-04, -2.5929e-03, -4.7880e-03, -7.7311e-04,\n", + " 4.5449e-03, 2.3443e-03, -3.8923e-03, 3.0964e-03, -6.2480e-03,\n", + " 2.9857e-03, 4.5695e-03, 5.4555e-04, -7.6326e-03, -6.1901e-03,\n", + " 2.1954e-03, -2.0032e-03, -5.5015e-03, 4.7041e-03, 8.0262e-03,\n", + " -6.5731e-04, 5.1535e-03, 6.6659e-03, -1.6829e-03, -1.2338e-03,\n", + " -4.1165e-03, 5.8288e-03, 6.5286e-03, -2.8862e-03, -5.5435e-03,\n", + " -4.1922e-03, 3.4933e-03, -2.5085e-03, 2.6705e-03, -1.9673e-03,\n", + " 1.4505e-03, -5.2694e-04, 3.4777e-03, -2.1290e-03, -1.0827e-02,\n", + " 5.7160e-04, -1.2771e-02, 1.2197e-02, 9.2011e-04, -7.0105e-05,\n", + " -2.5185e-03, -2.5450e-03, 1.4186e-03, 3.5430e-03, -1.0059e-02,\n", + " -9.0462e-03, -2.1483e-03, -7.2961e-03, 1.6446e-03, -1.9546e-03,\n", + " 1.6745e-03, 3.0747e-05, 6.8765e-04, 4.6925e-05, -4.6175e-03,\n", + " 1.4915e-03, -1.8102e-03, 5.8387e-03, 2.6187e-03, 8.0551e-04,\n", + " -3.7605e-04, 4.7826e-03, 4.5015e-03, 1.8880e-03, 2.0086e-03,\n", + " -3.0556e-03, 1.1215e-03, -3.3826e-03, -1.6811e-03, 2.6084e-03,\n", + " -2.3130e-03, 9.7316e-03, 4.0729e-03, 3.3158e-02, -3.9357e-03,\n", + " -5.8574e-03, -8.3691e-03, -4.3808e-03, 9.6372e-04, 2.7483e-03,\n", + " 9.2655e-04, -9.5048e-03, 5.4070e-03, 4.4320e-03, -5.7101e-03,\n", + " 7.0762e-03, 3.9604e-03, -4.0571e-03, 5.1850e-03, -2.2990e-03,\n", + " -1.6759e-03, 3.5689e-03, -8.1071e-04, -8.3714e-03, 2.4655e-06,\n", + " 8.8419e-03, -4.9797e-03, 2.9355e-03, 3.7562e-03, 2.3886e-03,\n", + " -1.3101e-02, 2.7496e-03, -3.6806e-03, 5.4301e-04, 3.3448e-04,\n", + " -3.5470e-03, -3.4434e-04, 2.0638e-02, 6.3679e-03, 4.3933e-03,\n", + " -7.7175e-03, 2.5263e-03, 6.5277e-03, 1.0303e-04, 9.2934e-03,\n", + " 4.5492e-03, -3.1950e-03, 5.3094e-03, -8.3932e-03, 1.7044e-03,\n", + " -1.6819e-03, 1.6287e-03, 2.5236e-03, -8.7690e-04, -8.4405e-03,\n", + " 5.1847e-03, 2.9581e-03, -8.6386e-03, -4.4322e-03, -2.2902e-03,\n", + " 7.4777e-03, -5.2038e-03, 1.0842e-03, 6.3830e-03, 4.6294e-03,\n", + " -4.4676e-03, -1.4646e-02, -2.4057e-03, -1.0346e-03, -1.0573e-03,\n", + " 1.2500e-03, 2.8151e-03, 6.4751e-03, -3.0001e-03, 1.8604e-03,\n", + " 3.2033e-03, 3.3507e-03, 3.8772e-03, -1.0555e-03, 3.5869e-03,\n", + " 2.9678e-03, 2.2149e-03, -6.3072e-05, 2.4339e-04, -1.5107e-03,\n", + " 8.0292e-04, 5.0392e-03, -1.8044e-03, -3.5083e-03, -4.3115e-04,\n", + " -1.2534e-03, 4.0202e-03, -2.8886e-03, 1.6242e-03, -1.4304e-03,\n", + " 2.4730e-03, 3.2120e-04, 1.5405e-03, 2.3828e-03, -1.3154e-02,\n", + " -9.1298e-03, -3.3335e-03, -1.6285e-03, -7.3392e-03, -4.1661e-03,\n", + " -7.2247e-04, 6.0622e-04, -1.3110e-04, -3.1256e-03, -1.6078e-03,\n", + " 8.9988e-03, 5.2480e-03, -3.8470e-03, 2.5489e-03, -8.3292e-04,\n", + " -9.3382e-04, -2.3466e-03, -6.4202e-03, -5.4375e-03, -1.0460e-03,\n", + " -8.6690e-04, 9.9264e-04, -1.3279e-03, -3.3971e-03, -4.1026e-03,\n", + " -2.0531e-03, -4.4115e-03, 4.9086e-04, -2.7030e-03, 4.8619e-03,\n", + " -4.1838e-03, -2.6691e-04, 3.2127e-03, 2.1037e-03, 5.1669e-03,\n", + " -2.0005e-04, -3.6263e-03, -5.4068e-03, -2.5229e-03, 6.4348e-03,\n", + " 3.3690e-04, -4.2479e-03, 8.0654e-04, -7.7276e-03, 9.2269e-04,\n", + " -2.4067e-03, -3.0091e-03, 3.1880e-03, -8.5397e-03, -2.6227e-03,\n", + " 1.1948e-03, -1.8824e-03, -2.7381e-03, 1.9049e-03, -9.1579e-03,\n", + " 6.0436e-03, 2.6585e-03, 2.3298e-03, -6.6079e-03, 1.2441e-02,\n", + " 3.5928e-03, 1.5441e-03, -5.5536e-03, -3.7747e-03, 2.9258e-03,\n", + " -3.2777e-03, -3.6607e-03, -2.5393e-03, 3.6387e-03, 2.5710e-03,\n", + " -5.8111e-04, 1.0417e-02, 3.9542e-03, -5.3282e-03, -1.0404e-03,\n", + " 7.7495e-03, -4.3610e-03, -1.1252e-03, 5.4011e-04, 3.0494e-03,\n", + " 5.4364e-03, -3.0751e-03, 3.2636e-03, -1.8717e-03, 2.1970e-03,\n", + " -5.7621e-04, 2.5957e-03, 1.4918e-03, -2.4306e-03, -1.9329e-03,\n", + " -3.2307e-03, -1.1912e-02, 8.8809e-03, 2.5453e-03, -1.9595e-03,\n", + " -6.3161e-03, -1.3533e-02, -1.4055e-02, -5.8536e-03, -5.1156e-03,\n", + " -9.1114e-05, 6.3963e-03, 1.4257e-02, -6.1021e-04, 2.2210e-03,\n", + " 5.9605e-03, 2.2709e-04, 6.7200e-03, -5.4176e-03, -2.1599e-03,\n", + " -3.0826e-03, -3.7544e-03, 1.6585e-03, -2.3840e-03, -1.1991e-03,\n", + " -1.1667e-03, -5.3543e-03, -4.0198e-04, 5.4359e-03, -3.5473e-03,\n", + " -4.3826e-03, 6.3052e-03, 5.3327e-03, -1.7406e-03, -1.3597e-02,\n", + " 9.1391e-04, 3.7985e-03, -3.9346e-03, -2.1155e-03, 8.7951e-03,\n", + " -1.1909e-02, 5.5996e-03, -3.5501e-03, 1.5334e-02, 6.5179e-03,\n", + " -3.9729e-03, -7.4206e-03, 7.4139e-03, -1.9055e-03, 2.3612e-03,\n", + " -1.1238e-02, -2.9476e-03, -1.7415e-02, -1.7678e-03, -1.1767e-03,\n", + " -2.2893e-03, -4.6260e-03, 5.0488e-03, 1.9066e-04, -4.3138e-03,\n", + " -9.5225e-04, -5.9966e-04, 7.7655e-04, 4.9846e-03, -4.6708e-04,\n", + " 5.4228e-03, 8.7103e-03, -4.8813e-03, 3.7611e-03, 2.1191e-03,\n", + " -6.8024e-03, -2.7951e-03, 3.1339e-03, -9.4608e-05, -1.0741e-03,\n", + " 5.4122e-03, 9.2780e-03, 2.5490e-03, 4.9811e-03, 7.9523e-03,\n", + " 3.1308e-03, -3.8672e-03, -3.1193e-03, 5.7576e-04, 2.2750e-03,\n", + " 3.5901e-03, -1.6208e-03, 8.4059e-04, -7.0913e-04, -1.6487e-03,\n", + " -3.3045e-03, -7.6376e-04, -3.9418e-04, -3.9272e-04, 4.0530e-03,\n", + " 2.5568e-03, -8.0097e-03, -5.9956e-04, 1.4689e-03, -4.9968e-03,\n", + " -4.1456e-03, 1.7927e-03, -1.9524e-03, -2.9090e-03, -1.7050e-03,\n", + " -9.6934e-04, -4.9693e-03, -2.8804e-03, 2.8753e-03, 1.8471e-03,\n", + " -3.5075e-03, -3.2588e-03, 3.5774e-03, -1.5532e-03, 4.1343e-03,\n", + " -2.8292e-04, 8.5009e-03, 7.4510e-03, -5.7594e-03, -1.9755e-03,\n", + " -1.7901e-03, -8.2944e-04, -1.7002e-03, -3.0182e-03, -9.5820e-04,\n", + " -7.4499e-04, -2.5865e-03, 3.4379e-04, -3.4571e-03, 2.8764e-03,\n", + " 1.0027e-03, -1.4246e-04, -3.7130e-03, -1.4341e-03, 1.8129e-03,\n", + " 1.8307e-03, -4.8006e-03, 1.9188e-03, 1.1575e-02, -5.8070e-03,\n", + " -1.0208e-02, 1.2869e-02, 2.2097e-04, -9.7891e-04, 1.7213e-03,\n", + " 2.0133e-03, 6.4054e-03, 6.5047e-04, 1.9842e-03, 6.1641e-03,\n", + " -6.0819e-03, -5.5761e-03, 5.0444e-03, 3.0619e-03, 2.5571e-03,\n", + " 3.7050e-03, -5.4695e-03, 4.3742e-04, 3.5363e-03, -3.4058e-03,\n", + " -4.0434e-03, -1.8076e-02, 4.2477e-03, -1.8634e-03, -6.6455e-03,\n", + " -2.7215e-03, -5.4903e-03, -1.2667e-03, 7.8642e-03, 2.2318e-03,\n", + " 4.2974e-04, 4.3467e-03, 2.2900e-03, -1.2665e-03, -6.3440e-03,\n", + " -2.4504e-03, -8.1339e-03, -6.3484e-03, 2.1217e-04, -3.9087e-04,\n", + " -2.7943e-03, 3.5598e-03, -3.3474e-04, 5.6040e-03, 9.1944e-03,\n", + " -2.2236e-03, -1.8260e-03, 1.2461e-03, -1.7190e-03, -9.4363e-04,\n", + " 4.5357e-04, -5.1931e-03, 1.9887e-03, -9.6306e-04, 2.2765e-03,\n", + " -2.0058e-02, 4.2592e-03, 1.7020e-03, 3.1692e-03, 7.1921e-04,\n", + " -2.8597e-03, -6.8326e-03, -2.6993e-03, -9.3574e-03, 6.2351e-03,\n", + " -7.3901e-04, 5.7935e-03, -1.0155e-03, 4.8164e-03, 2.6249e-03,\n", + " -2.8891e-03, -3.3473e-03, -2.9976e-03, 1.9446e-03, 1.3205e-03,\n", + " -2.5491e-03, -1.9851e-03, 3.9177e-03, 3.7030e-03, 2.3339e-03,\n", + " -2.8783e-03, 1.4636e-03, -3.2535e-03, -9.5034e-03, 2.8271e-03,\n", + " -9.3190e-03, -8.2312e-05, 2.7465e-03, 2.1135e-04, -7.4581e-03,\n", + " 1.3575e-02, 2.9917e-03, -6.5620e-03, 2.8324e-04, 8.0884e-03,\n", + " -8.2170e-03, -4.3072e-03, 3.2660e-03, -1.5638e-04, 1.1665e-02,\n", + " 3.5811e-03, -2.6998e-03, 8.6581e-03, 9.2929e-03, 9.2497e-03,\n", + " -7.1043e-03, -4.5374e-04, 5.2602e-03, 9.8420e-04, -7.9500e-03,\n", + " -8.1448e-03, -3.7335e-03, -8.4095e-03, 9.2634e-03, 2.8333e-03,\n", + " -3.6720e-03, -2.3433e-03, -2.0668e-03, -1.2748e-02, -3.5524e-03,\n", + " -2.0240e-03, 4.8800e-04, -9.0661e-05, 1.9597e-03, 2.5359e-03,\n", + " -1.1524e-03, -3.3582e-03, -3.0711e-03, 3.3554e-03, 4.8448e-03,\n", + " 8.4079e-03, 3.9626e-03, -7.8786e-03, -7.3669e-03, 5.0285e-03,\n", + " 4.0662e-03, 4.0981e-03, -8.1725e-03, 2.9604e-03, 5.4628e-04,\n", + " 3.1695e-03, -2.4278e-03, 8.9728e-05, 8.1722e-03, 1.4756e-03,\n", + " 1.0930e-03, -3.0006e-04, -3.2150e-04, 5.7529e-03, 5.6333e-03,\n", + " -8.4237e-03, -7.3909e-04, -3.0721e-03, -5.4863e-04, 6.4530e-03,\n", + " 5.0608e-03, -1.1604e-03, 3.7420e-03, -3.3024e-03, 1.5683e-04,\n", + " -4.7267e-03, 3.1898e-03, 2.2888e-03, -4.3417e-03, 2.1898e-04,\n", + " -7.8783e-03, 2.8381e-04, 2.8753e-03, 9.1599e-03, 8.3369e-03,\n", + " -2.4673e-03, 1.9995e-03, -1.7099e-03, 8.8134e-03, -4.3299e-03,\n", + " -4.0968e-03, 3.0996e-05, 5.8185e-03, 6.4429e-03, 8.1068e-04,\n", + " 1.9685e-03, 2.0342e-03, 1.5221e-03, 4.4179e-03, 3.7360e-03,\n", + " -1.8440e-03, 3.3737e-03, -4.5799e-03, 1.1131e-02, -3.5976e-03,\n", + " -7.1801e-03, 8.4121e-04, -3.9281e-03, -3.8446e-03, 4.5133e-03,\n", + " -5.2526e-03, 3.4947e-03, -1.9892e-03, -4.8708e-05, -6.0389e-03,\n", + " 3.9629e-03, -1.4668e-02, 8.8518e-03, 1.9909e-03, 5.2217e-03,\n", + " -6.5975e-03, -5.1146e-03, -1.4401e-03, 4.9188e-03, -7.7127e-03,\n", + " 3.1345e-03, 4.1862e-03, 6.2971e-03, -4.5204e-03, -2.1628e-03,\n", + " -4.7647e-03, -4.5725e-03, 7.6832e-03, -4.1930e-03, 5.7594e-03,\n", + " 2.0022e-03, -4.5950e-03, 4.5008e-03, -3.0466e-03, 3.1537e-04,\n", + " 1.4641e-03, 2.9766e-02, -8.8563e-04, -3.7466e-03, 3.6527e-03,\n", + " -6.1827e-03, -1.3231e-03, 4.5193e-03, 2.3934e-03, 3.9589e-03,\n", + " 3.6224e-03, 1.6189e-04, -3.7789e-03, 1.1938e-03, 3.0674e-03,\n", + " -6.5973e-03, -4.1290e-03, 9.0389e-03, -6.8314e-03, 4.1216e-03,\n", + " 1.2163e-03, -2.6441e-04, 2.2211e-03, -2.0252e-03, 3.6908e-03,\n", + " -1.3886e-03, -2.6085e-03, -5.1436e-04, 8.6401e-04, 3.0427e-03,\n", + " 2.9934e-03, -1.2365e-02, -1.0787e-02, -8.6920e-03, 1.5860e-03,\n", + " -1.6784e-03, -1.3433e-03, -1.1842e-03, 2.9026e-03, 7.1351e-03,\n", + " 1.0433e-02, -3.9235e-03, -1.6798e-02, -6.1654e-03, -8.9753e-03,\n", + " -7.4827e-04, 5.2294e-03, -4.9602e-03, 4.1733e-04, 1.2334e-03,\n", + " -1.0352e-02, 5.2679e-03, -3.7480e-04, -4.4957e-03, -7.8214e-03,\n", + " 2.0334e-03, 4.6368e-04, -7.7520e-03, 4.9632e-03, 4.0213e-03,\n", + " 3.9320e-03, 6.0079e-03, -2.0121e-03, -2.2320e-03, 6.9779e-03,\n", + " 6.6463e-03, 8.9440e-03, -1.9337e-03, -5.5393e-04, -8.6614e-04,\n", + " -1.0080e-02, -1.4497e-03, -6.3666e-03, -2.2946e-03, 3.6482e-04,\n", + " -4.6345e-03, 4.6946e-04, -2.0178e-03, -2.7923e-03, -1.1921e-02,\n", + " 2.0607e-03, 3.1313e-03, 3.3156e-03, 1.0050e-02, 1.4181e-04,\n", + " -7.5899e-03, 3.1369e-03, -1.5074e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.5023e-02, -5.3094e-03, 2.3572e-04, 2.0522e-03, -5.7804e-03,\n", + " 8.1983e-03, -1.1096e-02, -4.4216e-03, 1.0920e-03, -5.7501e-03,\n", + " -1.2049e-03, 3.3312e-03, -5.7881e-03, 3.2863e-03, 1.6009e-02,\n", + " -3.8654e-03, 7.0702e-03, 9.0583e-03, 9.7348e-03, -8.1410e-03,\n", + " 1.1158e-02, -5.4021e-03, -1.4808e-02, -6.7811e-03, 5.0396e-03,\n", + " 4.8309e-03, 1.2264e-02, 1.7033e-03, 3.8622e-03, -5.0164e-03,\n", + " 1.0777e-02, 2.2679e-03, 1.2602e-02, 1.7358e-03, -8.8981e-03,\n", + " -1.6617e-03, -5.4248e-03, 1.5820e-02, -2.7107e-03, 9.3095e-03,\n", + " 1.4642e-02, 1.8524e-03, -6.2581e-03, 1.3867e-02, 1.6465e-02,\n", + " -9.9101e-03, -5.9330e-03, 3.1781e-03, 6.2056e-03, -5.7156e-03,\n", + " 1.5173e-02, 8.2161e-03, -7.5105e-03, -6.8956e-03, 1.1878e-02,\n", + " 1.2468e-02, -1.9451e-03, 1.4344e-02, 3.4198e-03, 9.5356e-03,\n", + " 1.9738e-03, -2.3401e-03, 2.2367e-03, -9.8477e-04, 2.0704e-02,\n", + " 1.1214e-02, 2.2082e-02, -2.3108e-03, -2.9715e-02, 6.5029e-02,\n", + " 2.0563e-02, -1.7909e-03, 4.6880e-02, 3.9289e-02, -1.5563e-02,\n", + " -1.6345e-02, -1.1725e-02, 8.4864e-03, -2.1302e-03, 1.5644e-03,\n", + " -2.6728e-02, 4.6210e-03, -8.3575e-04, 2.1788e-02, -1.8891e-02,\n", + " 4.3932e-02, -3.4591e-02, 2.0594e-02, 2.4536e-02, -4.4848e-02,\n", + " -9.8070e-04, -2.2324e-02, -1.9449e-02, 4.4326e-02, -6.9930e-02,\n", + " -2.1216e-02, 1.3391e-02, 2.3917e-02, 2.3278e-02, 7.0228e-03,\n", + " 4.4435e-02, 1.3210e-02, -5.3480e-02, -4.0530e-02, -3.2905e-02,\n", + " -3.2087e-02, -2.6361e-02, 1.2619e-02, 6.9959e-03, 3.2442e-02,\n", + " -1.8067e-02, -1.1462e-02, -3.3291e-02, -3.1658e-03, -7.0824e-03,\n", + " 3.4511e-03, -2.0612e-02, 1.9700e-03, 2.2766e-02, 3.1088e-02,\n", + " 7.8084e-03, 1.4979e-02, 8.9085e-03, -4.2074e-02, -2.5084e-02,\n", + " 2.5190e-02, 1.0802e-02, 7.8169e-02, 7.3822e-03, -1.6420e-02,\n", + " 1.7475e-04, -1.7904e-02, -1.2519e-02, -4.5338e-03, 3.0484e-02,\n", + " -1.1422e-02, 2.1765e-02, -1.9468e-03, -8.3815e-03, -7.3409e-03,\n", + " 1.0873e-02, -1.2188e-02, -1.0292e-02, 8.7603e-03, 7.4500e-03,\n", + " 1.7819e-03, 2.2365e-02, 1.7328e-02, -1.2085e-02, 8.4014e-03,\n", + " 2.1003e-02, 5.0341e-03, -5.2389e-03, 1.8634e-02, 5.7822e-03,\n", + " -1.0785e-02, 3.9486e-02, 5.5078e-03, -7.9926e-03, -8.9409e-03,\n", + " -1.6955e-02, -1.5862e-02, 1.1029e-02, -1.6837e-02, -8.8895e-04,\n", + " 2.1774e-02, 1.0489e-02, -1.5112e-02, 1.0510e-02, 8.1326e-03,\n", + " -1.4907e-02, 1.4861e-02, -4.6929e-03, 3.4145e-02, -1.2089e-02,\n", + " -1.2213e-02, 2.2625e-02, -3.7597e-03, -8.0968e-03, 4.7368e-03,\n", + " 1.8800e-02, -9.8079e-02, -4.5514e-02, -2.0916e-02, -1.4395e-02,\n", + " -2.4690e-02, -2.6879e-03, 1.1432e-02, -6.5998e-03, 1.1431e-02,\n", + " -1.4127e-04, 2.0039e-02, -2.1528e-02, -1.9943e-02, -5.8667e-03,\n", + " -2.6670e-02, -7.7820e-03, -1.3542e-02, -7.0426e-03, -1.3945e-02,\n", + " 1.1313e-02, -6.0147e-03, 1.9826e-02, -3.6162e-03, 1.1581e-02,\n", + " -6.5605e-03, -1.2457e-02, 1.5682e-02, 2.9204e-02, 3.3701e-03,\n", + " -6.8273e-03, 5.6615e-04, -1.4298e-03, 1.8995e-02, 3.9813e-02,\n", + " 3.1168e-02, 2.4817e-02, 2.0974e-02, -4.7637e-03, 1.4747e-02,\n", + " 2.1972e-02, -5.0200e-03, 1.1263e-02, 5.1302e-02, 5.6657e-03,\n", + " 5.3651e-04, -2.1440e-02, 1.2138e-02, -1.0497e-02, 4.6990e-03,\n", + " 2.7727e-02, -2.7869e-02, -5.4554e-04, 3.2653e-02, 1.5652e-02,\n", + " 1.1317e-02, -1.0897e-02, -4.0616e-02, -3.4058e-02, -7.5577e-03,\n", + " 6.4053e-03, 6.6166e-03, -2.4033e-02, 1.1459e-02, -1.3984e-02,\n", + " -8.1502e-03, 1.1163e-02, 8.2542e-03, -5.3897e-03, 2.8768e-02,\n", + " 1.1388e-02, 1.0066e-02, -2.4167e-03, 1.8377e-02, 1.2755e-02,\n", + " 3.8524e-02, 1.9355e-02, -1.7824e-03, -1.0501e-02, -2.3361e-02,\n", + " 7.0351e-03, 9.4095e-03, 1.2125e-02, 1.9675e-02, -7.4414e-03,\n", + " 7.8398e-05, 3.4587e-03, -1.0619e-02, 1.5135e-02, -4.1784e-02,\n", + " 2.5068e-02, -6.0265e-04, 5.0474e-03, -1.8176e-02, 1.2636e-02,\n", + " 2.9639e-03, -2.2596e-02, -1.4335e-02, 1.3512e-02, -1.1183e-02,\n", + " 1.5760e-02, 1.0042e-03, 1.4593e-02, 3.8581e-03, -7.9545e-03,\n", + " -1.2658e-02, -1.6685e-02, -3.6695e-02, -1.0958e-02, -4.0801e-04,\n", + " 2.7571e-03, 2.4460e-02, -2.5951e-03, -1.9919e-02, 9.2233e-04,\n", + " 7.4014e-04, 2.2471e-02, 2.5441e-03, 2.8494e-02, 7.1286e-03,\n", + " -2.4914e-02, 1.2981e-02, -3.0747e-03, -3.3040e-02, 2.0458e-02,\n", + " -1.9150e-02, 2.1457e-02, -2.2732e-02, 4.8147e-03, -2.1482e-02,\n", + " -2.3176e-02, 1.6821e-02, 1.2087e-02, 2.5303e-02, -3.5760e-03,\n", + " 3.3084e-02, 1.6775e-02, -1.6464e-02, -1.8466e-02, 5.6927e-03,\n", + " -5.8718e-02, -5.9075e-03, 2.9579e-03, 4.8263e-02, 1.8685e-02,\n", + " 2.6903e-02, -1.6432e-02, 8.4332e-03, 4.9153e-02, 1.7822e-02,\n", + " -4.2425e-02, 1.8471e-02, 5.7121e-02, 1.2551e-02, -1.5298e-02,\n", + " -1.2078e-02, 2.3887e-02, 8.0117e-03, 5.2497e-02, 3.8526e-02,\n", + " -3.4434e-02, -2.6399e-02, -4.5675e-02, 3.6598e-02, -3.1015e-02,\n", + " 1.6242e-02, -3.9804e-02, -4.9304e-03, -1.7245e-02, -2.5515e-02,\n", + " -1.2602e-02, -4.1680e-03, 3.8595e-02, -5.9159e-02, -7.4405e-03,\n", + " 4.8126e-02, -2.0069e-02, -9.4412e-03, -2.6123e-02, 6.4682e-03,\n", + " 5.1684e-03, -4.6512e-04, -4.9542e-03, -2.4016e-02, 3.6240e-02,\n", + " -1.5456e-02, 9.1785e-03, 1.7381e-02, 2.5564e-02, -1.5134e-02,\n", + " -1.9038e-02, -3.8031e-02, 6.5497e-03, -1.2592e-02, -1.2116e-02,\n", + " 3.5311e-02, 4.4152e-02, 1.0126e-03, -4.1217e-04, 1.1888e-02,\n", + " 1.3587e-02, -1.6456e-02, 4.7564e-02, -3.4366e-02, 4.2985e-04,\n", + " 8.2520e-03, -4.6107e-03, 1.0151e-03, -8.5547e-03, -1.0867e-02,\n", + " 1.1150e-02, 1.0995e-02, -6.8069e-03, 8.5477e-03, 1.4168e-02,\n", + " -2.4357e-04, 1.0649e-02, -1.5016e-02, 5.9280e-03, 3.4130e-03,\n", + " 7.2499e-03, -2.3598e-02, -2.2433e-03, 1.0498e-03, 2.2947e-03,\n", + " -9.5744e-03, -5.1591e-03, 2.3983e-02, -8.9972e-03, 6.9834e-03,\n", + " 4.4013e-02, 1.4017e-02, 6.8826e-03, 1.8283e-03, -5.9012e-03,\n", + " -1.1004e-02, -7.9089e-03, 2.0125e-03, -3.0178e-03, -6.6287e-03,\n", + " -1.4866e-02, 9.6949e-03, 1.2629e-02, -9.4153e-03, -1.8098e-03,\n", + " 6.4564e-04, 5.0525e-03, 8.1944e-03, -1.4976e-02, 1.5315e-02,\n", + " -1.5144e-02, -3.7738e-03, -2.8949e-04, 7.7387e-03, -5.3487e-03,\n", + " -1.7106e-02, 1.8400e-02, 4.3561e-03, 1.9203e-02, 8.5607e-03,\n", + " 8.2309e-03, 5.0004e-03, -1.8184e-02, 9.7382e-03, 2.7278e-04,\n", + " 1.4275e-02, 5.5432e-03, 1.2724e-02, 1.6008e-02, -1.7855e-02,\n", + " 1.2448e-02, 1.1468e-02, -2.9315e-03, -2.9225e-02, 4.0265e-02,\n", + " 1.6124e-03, -7.0005e-03, 2.3734e-04, 3.2821e-03, 2.4101e-02,\n", + " -3.6280e-02, 2.0089e-02, 3.1981e-02, 3.9811e-03, -3.0766e-02,\n", + " 3.8253e-03, 2.3385e-02, 8.5327e-03, -7.5271e-03, 1.5639e-03,\n", + " 6.1634e-06, -1.1759e-02, 3.0260e-03, 1.0960e-02, -7.2339e-03,\n", + " -2.1711e-02, 1.7470e-02, 1.9915e-02, 2.2215e-02, -2.2295e-03,\n", + " -1.8607e-03, 1.7004e-02, 5.7661e-03, -5.6229e-03, -5.3306e-03,\n", + " -1.1477e-02, -6.7000e-04, 9.3079e-03, -2.9755e-03, -4.7655e-03,\n", + " 3.3435e-03, -1.1307e-02, 3.9731e-03, 1.0513e-02, -3.2250e-02,\n", + " -9.2486e-03, -2.2905e-02, 7.3241e-03, -3.5092e-02, -1.1060e-02,\n", + " 9.0543e-03, -4.7568e-03, -3.6439e-04, -7.6407e-04, 2.9272e-02,\n", + " -2.7470e-02, 1.0781e-02, 1.6108e-02, 1.9351e-02, 1.5294e-02,\n", + " 1.4930e-02, 2.7142e-02, -1.6444e-03, 5.1867e-02, -4.1590e-02,\n", + " 2.7485e-02, -1.8159e-02, 1.4616e-02, -2.8223e-02, -2.1836e-02,\n", + " -3.7035e-02, -1.2575e-02, 1.2293e-02, -5.4237e-03, 2.2001e-02,\n", + " -7.5271e-03, -5.5768e-02, -1.6298e-02, 3.0502e-03, -1.3728e-02,\n", + " 3.3698e-03, -4.3384e-04, -6.9684e-03, -3.1232e-02, 4.5009e-02,\n", + " 2.0616e-02, -1.0409e-02, -2.3090e-02, -3.4293e-02, 1.1018e-03,\n", + " -8.5000e-03, -2.0849e-02, -3.2696e-02, 4.0556e-02, 2.3771e-02,\n", + " 3.9398e-02, -1.3882e-02, 5.9056e-03, -9.9360e-03, 1.5168e-02,\n", + " -3.1733e-02, -9.0265e-03, -3.6604e-02, -1.7821e-02, 1.9675e-02,\n", + " 4.0934e-02, -1.2232e-02, -4.6826e-03, 7.0779e-02, -5.4972e-02,\n", + " 1.6072e-02, -2.5883e-02, -1.1649e-03, -1.1291e-02, 1.5803e-02,\n", + " 5.6192e-02, -2.3610e-02, -9.9647e-04, -3.2063e-02, -3.2199e-03,\n", + " -9.1232e-03, -2.0148e-02, -7.0093e-02, -1.2437e-01, 2.3373e-02,\n", + " -5.0414e-04, -2.1878e-02, -1.2511e-02, -3.4763e-02, -3.2012e-03,\n", + " 1.2513e-02, -1.1341e-02, -4.5446e-02, -2.1909e-02, 1.0888e-02,\n", + " 1.8216e-02, 6.7742e-03, -5.3086e-03, -2.8458e-02, -2.0761e-02,\n", + " 3.3507e-03, 4.7860e-03, 8.0991e-03, -1.3183e-02, 2.3937e-03,\n", + " -1.5038e-03, -1.7413e-02, 1.8932e-03, 8.7939e-03, 8.2045e-03,\n", + " -3.2781e-04, 8.4948e-03, -1.5060e-02, 1.7544e-02, 1.6740e-02,\n", + " -3.9248e-03, 2.3059e-03, 1.2013e-02, 7.5180e-03, -4.2036e-02,\n", + " 8.0001e-04, 1.8606e-02, -4.2438e-03, 8.7675e-03, -2.2118e-02,\n", + " 1.1333e-03, -9.4967e-03, 1.8470e-02, 1.2243e-02, -7.8087e-03,\n", + " 7.0338e-03, 1.5369e-02, -2.7767e-03, 1.7380e-02, -1.3810e-02,\n", + " -1.8087e-02, -2.5262e-04, 2.8160e-03, -1.0571e-02, -1.2355e-02,\n", + " -4.7663e-04, -1.0160e-03, 7.8082e-03, 9.1927e-02, 1.7398e-02,\n", + " -4.6346e-03, -7.7768e-03, -1.5489e-02, 6.7890e-03, 1.2695e-02,\n", + " -2.2040e-02, 1.0588e-03, -9.3757e-03, 1.0971e-02, 1.1449e-02,\n", + " -1.2551e-02, 1.2195e-02, -6.5241e-03, 3.3563e-03, -5.3109e-03,\n", + " -7.4463e-03, -2.6397e-03, 7.1599e-03, -1.4743e-02, 2.9362e-03,\n", + " 5.0424e-03, 4.7287e-03, -4.4464e-03, 1.3988e-02, -2.1329e-04,\n", + " 6.0693e-03, 3.1315e-02, 2.7540e-02, -1.9092e-02, -1.0151e-02,\n", + " -2.2125e-03, -1.5175e-02, 1.7594e-02, -1.3841e-03, 1.5670e-02,\n", + " 4.5302e-03, -2.3162e-03, -2.3303e-03, 1.9857e-02, -7.0773e-03,\n", + " -8.5168e-03, 7.7492e-03, -1.1886e-02, -8.7682e-03, 6.6262e-03,\n", + " -7.4530e-04, 9.6382e-03, -2.1810e-02, 3.0818e-04, 1.5030e-02,\n", + " -1.1015e-02, 1.8579e-02, -2.0459e-02, 8.5800e-03, 1.7035e-02,\n", + " 5.3892e-05, -3.4280e-03, 1.0407e-02, -4.1839e-03, -6.5801e-03,\n", + " 2.4782e-02, -1.2955e-03, 5.8868e-03, 8.7253e-03, 2.5282e-03,\n", + " -8.6695e-03, -1.7313e-02, -6.2276e-03, -1.4733e-02, 3.7079e-02,\n", + " -2.1547e-04, 2.7257e-03, -5.9696e-04, 1.9285e-02, -2.0536e-02,\n", + " 1.7143e-02, 1.4449e-02, -6.5542e-03, -2.3365e-02, 1.2347e-02,\n", + " 8.0866e-03, -2.2223e-02, 3.1805e-03, 3.2623e-02, -1.3899e-02,\n", + " -4.5315e-02, -4.4333e-03, -8.2556e-04, 1.6854e-02, 5.2781e-03,\n", + " -2.3699e-02, 4.9956e-03, 4.7935e-03, 2.9074e-02, 8.2377e-04,\n", + " -1.3017e-02, -4.3768e-02, 1.0733e-02, 1.4151e-03, -1.1715e-02,\n", + " 3.6786e-02, 3.3582e-04, -1.3081e-02, -2.4121e-03, -1.9138e-02,\n", + " -1.5444e-02, 4.6571e-03, 2.4032e-03, 2.0608e-02, 1.9170e-03,\n", + " -4.8462e-03, -4.6177e-03, -1.2237e-02, -2.1239e-02, -6.7373e-03,\n", + " 2.1705e-03, 3.7158e-03, 6.8323e-03, -1.2950e-02, 1.8724e-02,\n", + " 1.3274e-02, 1.7787e-02, -3.5668e-03, 2.7728e-03, -2.0766e-02,\n", + " 2.5364e-03, 1.2686e-03, -1.5676e-02, -9.3327e-03, -5.6336e-03,\n", + " 3.8475e-03, -1.5278e-02, 1.6453e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.5661e-02, 2.8438e-03, -4.7568e-03, 2.1495e-02, -1.7552e-02,\n", + " -5.8286e-02, -8.2861e-03, -1.9896e-02, 4.7550e-02, 4.5496e-02,\n", + " 7.5562e-02, -2.5829e-02, 2.9784e-02, -2.9771e-02, 7.9811e-03,\n", + " -1.3309e-02, 9.8513e-03, -3.7418e-02, -6.9451e-03, -8.4682e-03,\n", + " 3.6152e-02, 2.0826e-02, -3.5835e-02, 1.2061e-03, 8.2127e-03,\n", + " -3.4215e-02, -5.0382e-02, -3.7946e-02, 1.3244e-02, -2.5479e-02,\n", + " -7.1411e-02, 4.4119e-03, -5.0616e-02, 2.1423e-03, 6.5417e-02,\n", + " 5.8312e-02, 4.3113e-02, -3.1691e-02, 3.3276e-02, 3.9858e-02,\n", + " 4.3144e-03, -2.1405e-02, 4.3141e-02, -3.2827e-02, -3.3253e-04,\n", + " 4.5474e-03, 3.2558e-02, 1.1090e-02, 1.1631e-02, 9.3667e-02,\n", + " 2.5723e-02, -3.6623e-02, -9.7763e-03, -5.6858e-02, 8.9644e-03,\n", + " -1.0341e-03, 4.1245e-02, -9.4715e-02, -5.0758e-02, -2.9382e-02,\n", + " -4.8360e-02, -7.0828e-03, -7.2977e-02, -2.2347e-02, 2.9260e-03,\n", + " -1.9503e-02, -5.4568e-02, 2.1875e-02, -4.5742e-02, -3.4955e-02,\n", + " 1.5623e-02, 1.7605e-02, -4.6641e-04, 6.3658e-03, 1.3580e-02,\n", + " 8.2934e-02, -8.5081e-02, 2.1419e-02, -2.6295e-02, -4.3614e-02,\n", + " -6.1995e-02, 1.3076e-02, 2.8390e-02, 1.6619e-03, 5.5403e-02,\n", + " 8.4154e-03, 4.5806e-02, -3.9007e-02, -3.0372e-02, -4.1927e-02,\n", + " 3.4220e-02, -1.9319e-02, -2.6155e-02, -6.3656e-02, -4.6763e-04,\n", + " 7.6021e-02, -3.0854e-02, 2.9210e-03, -4.9407e-02, 3.4103e-02,\n", + " 1.3549e-02, 9.0339e-03, -1.5099e-02, 2.8884e-02, 4.2694e-02,\n", + " 1.3670e-02, -1.3515e-02, 3.4982e-02, 1.0633e-02, 8.1628e-02,\n", + " 7.3829e-02, -3.7645e-02, 2.5425e-02, -4.3103e-02, 5.6904e-02,\n", + " -5.3126e-02, -3.4979e-02, 2.1494e-02, 6.6136e-03, -2.9801e-03,\n", + " -4.0099e-02, -9.0502e-02, 1.9767e-02, -3.6408e-02, -1.4459e-02,\n", + " -3.4766e-03, -6.3397e-02, -1.8621e-02, -7.1522e-04, 5.2631e-02,\n", + " -2.4067e-02, -6.0373e-02, -2.4351e-02, 2.7051e-02, -1.2240e-02,\n", + " 1.6177e-02, -4.1943e-02, 3.2331e-02, -4.9130e-02, 5.1233e-02,\n", + " 1.8584e-02, 4.3312e-02, 3.8919e-02, 9.5328e-04, 2.9318e-02,\n", + " 4.4681e-02, 4.6009e-02, 3.2909e-02, 6.9443e-02, -4.3578e-02,\n", + " 2.3167e-02, -3.9903e-02, 2.7478e-02, 2.1105e-02, -2.0274e-02,\n", + " -5.6866e-02, -7.1785e-02, -1.9990e-03, 1.5426e-02, 4.6471e-04,\n", + " -5.9776e-02, 4.3889e-02, 1.2913e-02, 4.5920e-02, -1.5320e-02,\n", + " -3.5193e-02, -5.8929e-02, 7.4193e-03, -1.8163e-04, -1.0267e-02,\n", + " 1.5405e-02, 2.0184e-02, 4.0796e-03, -1.5596e-02, 1.8059e-02,\n", + " 9.8132e-03, -2.5639e-02, -3.9419e-02, -3.9124e-02, -4.3264e-02,\n", + " 8.3899e-02, -3.2598e-02, 2.8068e-02, -2.0178e-02, 1.0051e-02,\n", + " -2.8135e-02, -3.6558e-02, 2.2010e-02, 2.0954e-02, -1.0334e-02,\n", + " 8.8971e-03, 2.8212e-02, -6.6715e-02, 3.7474e-02, 2.1460e-02,\n", + " -1.5647e-02, 3.5343e-02, -3.2962e-02, -2.1474e-02, -8.3971e-02,\n", + " 6.4572e-02, 3.4832e-02, -8.0240e-02, 3.3343e-02, 3.0641e-02,\n", + " -8.0081e-02, 5.2524e-03, -9.7763e-03, -4.0240e-02, -3.0048e-02,\n", + " 1.1611e-02, 3.0359e-02, -4.9964e-02, -9.5533e-03, -2.3882e-02,\n", + " 1.8626e-02, 3.1076e-02, -2.8956e-02, 8.9075e-04, 1.2022e-02,\n", + " -1.1348e-01, 2.8774e-02, -2.4897e-03, -3.1775e-02, 5.3694e-03,\n", + " -5.5049e-02, 1.7559e-02, -1.5409e-02, -7.1508e-02, 4.7330e-02,\n", + " 1.6682e-02, 1.1172e-02, 4.5701e-02, 1.5628e-02, -3.1049e-02,\n", + " 2.5248e-02, -4.6465e-02, 7.8496e-03, -5.0930e-03, -5.0428e-02,\n", + " -1.1631e-01, -1.0528e-02, 7.3653e-02, -8.1540e-02, 5.3539e-02,\n", + " 1.4288e-02, -3.9082e-02, -1.4117e-02, 5.2567e-02, -3.0875e-02,\n", + " 3.6666e-03, 2.4879e-02, 3.9342e-02, -2.2215e-02, 5.7524e-03,\n", + " 1.6564e-02, 2.3978e-02, 2.2593e-02, -1.6909e-02, -5.2501e-02,\n", + " 4.0561e-02, 2.3099e-02, 1.6978e-02, -1.0553e-02, -3.0434e-03,\n", + " 1.2279e-03, 3.3629e-03, 5.0138e-02, -5.4341e-02, -1.9108e-02,\n", + " 9.4589e-03, -2.4958e-02, -1.0721e-03, 6.2184e-02, -2.6718e-02,\n", + " -3.5827e-02, 1.3325e-02, 1.9591e-02, 3.3563e-02, -3.0726e-02,\n", + " -3.7181e-02, -5.5001e-02, -1.6310e-02, 4.5146e-02, 2.9605e-02,\n", + " 4.2929e-02, -7.2622e-02, 7.6866e-02, 1.6351e-02, -6.9909e-02,\n", + " 1.3670e-02, -1.5051e-02, -7.6326e-03, -3.4489e-02, -9.6903e-03,\n", + " 6.0245e-03, 3.5591e-02, 8.8463e-03, 5.2448e-02, -2.6586e-03,\n", + " 1.4362e-03, -1.8378e-02, 4.4712e-02, -2.6613e-03, -1.2319e-02,\n", + " -1.3705e-02, 6.2081e-03, 2.8958e-02, 1.2483e-01, -2.0615e-02,\n", + " 2.2608e-02, -1.9340e-02, 1.7909e-02, -1.5324e-02, -1.5443e-02,\n", + " 7.1784e-02, 3.7500e-02, -2.2002e-02, 2.1981e-02, -2.8093e-02,\n", + " -3.9746e-03, -3.1899e-02, -7.3583e-04, 1.8395e-02, 1.5110e-02,\n", + " 2.1177e-02, -6.4467e-02, -6.3118e-02, -2.1338e-03, -1.0738e-02,\n", + " 6.5255e-02, -2.8122e-02, 6.8499e-02, -4.4276e-02, 9.3972e-03,\n", + " -3.7623e-03, 1.2524e-02, 3.1410e-03, 9.9651e-05, -1.1524e-02,\n", + " -2.6397e-02, 6.4055e-02, 3.4766e-02, 2.3612e-02, -7.2052e-03,\n", + " -3.3810e-02, -7.8489e-03, -5.2412e-03, 3.5894e-02, 1.7026e-02,\n", + " -1.5733e-03, -8.4395e-03, -5.4472e-02, -1.4355e-02, 3.7700e-02,\n", + " 4.3268e-02, -7.4828e-03, -5.5729e-03, 3.4090e-02, -1.9263e-02,\n", + " -7.6067e-02, 3.2265e-02, -4.4947e-02, 4.3225e-02, 3.1662e-03,\n", + " -2.7786e-02, 5.8743e-02, -1.2443e-02, -1.7314e-02, 7.0499e-03,\n", + " -1.0274e-02, -1.6667e-02, -3.7694e-03, 7.1680e-03, 2.7316e-02,\n", + " 3.3137e-02, -2.7361e-02, 5.6893e-03, 3.0824e-03, -4.4608e-03,\n", + " -2.1742e-02, 1.3567e-02, 3.9650e-02, 2.5170e-02, -2.0057e-02,\n", + " 8.9578e-03, -1.9388e-02, 1.1835e-02, 5.2143e-02, 3.0606e-03,\n", + " -2.5052e-02, -3.6218e-02, -3.0498e-02, 1.9551e-02, 2.3248e-02,\n", + " -5.6564e-03, 7.4358e-03, -2.7215e-02, 3.3683e-02, 2.6620e-02,\n", + " -4.4610e-02, 5.7572e-02, -3.1604e-02, -2.3627e-02, 2.1448e-02,\n", + " 7.4826e-02, 1.9757e-02, -2.5340e-02, -4.6560e-02, 7.0425e-02,\n", + " 3.6600e-02, 6.1359e-02, 2.8134e-02, 2.0915e-02, -3.8265e-02,\n", + " -9.8512e-02, -4.6729e-02, -2.1719e-02, -5.3298e-02, -4.8249e-02,\n", + " 4.7664e-02, 3.4870e-02, -6.3118e-02, 4.6895e-02, 8.7264e-03,\n", + " 3.6550e-03, 3.8573e-02, 1.5227e-02, 2.0382e-02, -3.1078e-02,\n", + " 3.8493e-02, -3.8904e-02, 1.9797e-02, -1.7568e-02, 3.3714e-02,\n", + " 2.1158e-02, 1.4755e-03, -4.0277e-02, -2.2181e-02, 4.5928e-02,\n", + " -3.9831e-02, 1.7957e-02, 2.1303e-02, 3.6688e-02, 9.8751e-03,\n", + " 4.4210e-02, 2.5282e-02, 8.5110e-02, 3.3132e-02, 1.3477e-02,\n", + " -6.1588e-02, -3.9152e-02, -6.1249e-02, -5.5067e-03, 1.6928e-02,\n", + " -8.8260e-03, 2.8438e-02, -2.5177e-02, -1.1409e-02, 2.4568e-02,\n", + " -8.9766e-03, 1.1614e-02, 5.4627e-03, -2.0370e-02, -6.5533e-02,\n", + " 8.9341e-03, -9.5544e-03, -4.2616e-02, -3.4375e-03, 1.0111e-01,\n", + " 2.5815e-02, 1.8628e-02, -2.1954e-02, -4.7797e-02, 6.2480e-02,\n", + " 4.9612e-03, -6.8434e-02, -6.3310e-02, -7.3980e-03, 3.8054e-03,\n", + " 4.2839e-04, 1.1967e-02, -3.4700e-02, 9.2769e-03, 6.2205e-02,\n", + " 1.5765e-02, -5.4350e-02, -1.1647e-02, -3.2354e-02, 1.5515e-02,\n", + " -1.7500e-03, -1.9691e-03, -4.2725e-02, 4.3707e-02, 2.1509e-02,\n", + " -4.5497e-03, 2.8150e-02, -2.1341e-02, -3.6321e-02, 2.9687e-02,\n", + " 4.2727e-02, 2.2152e-02, 4.2795e-02, 3.5837e-02, 9.6598e-02,\n", + " 5.9712e-03, 5.0632e-02, -2.0811e-03, 2.6818e-02, -3.0629e-02,\n", + " 1.3760e-01, -1.4097e-02, -3.7076e-02, 9.3921e-02, -4.3322e-02,\n", + " -3.4324e-02, 5.4981e-02, -4.7629e-02, 7.0833e-02, 1.7546e-02,\n", + " 2.1167e-02, -1.3044e-02, 2.3744e-02, 2.1364e-02, -1.1893e-02,\n", + " 1.1523e-02, -2.5295e-02, 5.4490e-02, -4.5487e-02, 2.5299e-02,\n", + " 3.1280e-02, 5.4161e-03, -7.2364e-02, -5.7143e-02, 2.6617e-02,\n", + " 8.0478e-02, -9.4555e-03, -6.4540e-03, -4.5154e-02, 5.7233e-02,\n", + " -4.3240e-02, -4.7108e-02, 2.2601e-02, 1.0235e-01, 3.2031e-02,\n", + " -4.0476e-03, -3.6157e-04, 4.4914e-03, -3.0613e-02, -4.4907e-02,\n", + " -1.7892e-02, 2.1532e-02, 5.7970e-02, -4.6251e-02, -4.3412e-02,\n", + " 3.6807e-02, -1.4456e-02, -7.5287e-02, 1.9401e-03, 8.2555e-02,\n", + " 3.7524e-02, -4.4795e-03, -7.3578e-02, 1.8694e-02, -9.5478e-03,\n", + " -1.7393e-02, -3.1529e-02, -1.7297e-02, -7.9018e-02, 4.8072e-02,\n", + " 5.8333e-02, -5.3367e-02, -2.4755e-02, -2.4387e-02, 2.6818e-02,\n", + " 4.0837e-02, -1.2251e-02, 1.8094e-02, -2.3803e-02, 1.4613e-02,\n", + " 6.4903e-02, -1.3786e-02, -1.3899e-02, -3.9337e-02, -1.4666e-02,\n", + " -1.1109e-02, -4.4043e-02, 6.9114e-03, -2.7411e-02, -4.7538e-02,\n", + " -1.4882e-02, -3.1888e-02, 3.2904e-02, 8.3559e-02, -2.4537e-02,\n", + " -2.1875e-02, 2.4720e-02, -2.7432e-02, -3.8548e-02, 1.7113e-02,\n", + " -6.7927e-03, -2.0156e-02, -3.4586e-02, 2.7359e-02, -3.1860e-02,\n", + " -3.1545e-02, 7.5282e-02, -1.5417e-02, 2.8683e-02, -5.7584e-02,\n", + " -4.2532e-02, 1.3981e-02, -1.3137e-02, 5.3427e-02, 2.0525e-02,\n", + " 4.0794e-02, 1.8850e-02, 7.0226e-02, 7.7246e-03, 3.5578e-02,\n", + " -3.1588e-02, -9.3457e-03, 1.9679e-02, -1.5787e-02, -2.7081e-02,\n", + " 4.7237e-02, 3.1430e-02, 3.3851e-02, 9.3408e-03, 2.6763e-02,\n", + " -1.6265e-02, 1.1736e-04, 2.4960e-02, -4.3881e-02, -5.3282e-02,\n", + " -1.4752e-02, -1.4754e-02, -1.7534e-02, -8.6470e-02, -5.6863e-02,\n", + " -2.6347e-02, 5.2486e-03, 7.7843e-02, 8.2860e-02, -4.1278e-02,\n", + " 9.1167e-02, 2.1269e-03, -6.5450e-02, -1.3494e-02, -7.1936e-04,\n", + " -7.3792e-03, -4.2810e-02, -3.5779e-03, -1.9401e-02, -2.1825e-02,\n", + " -3.1193e-02, -1.6985e-02, 1.9392e-02, -4.7002e-02, 1.8754e-02,\n", + " 2.8218e-04, 1.0279e-02, -3.2457e-02, 3.6972e-02, -3.5447e-02,\n", + " 1.6364e-02, 2.2258e-02, 1.1818e-02, -9.6817e-03, 8.5271e-03,\n", + " -5.5865e-02, -6.0954e-02, 4.2918e-03, -2.5881e-02, -3.2346e-02,\n", + " 2.5538e-02, -1.3024e-02, -3.9184e-02, -3.0027e-02, -6.1984e-02,\n", + " -1.3559e-02, 3.0840e-02, -1.0358e-02, 1.0155e-02, -4.0098e-02,\n", + " 6.9040e-03, -4.5944e-02, -3.5748e-02, 1.0294e-02, 4.3971e-05,\n", + " 5.4092e-02, -1.9467e-02, 1.3419e-02, 1.6137e-02, -5.0566e-03,\n", + " -3.0796e-02, 3.4840e-02, 3.0833e-02, -2.9789e-02, 7.1727e-03,\n", + " -5.6943e-02, -1.8304e-02, 6.2423e-02, 2.1363e-02, -1.2050e-02,\n", + " -2.4211e-02, -1.2922e-02, -7.7194e-04, -6.0428e-02, -5.0137e-02,\n", + " -3.4469e-03, -3.0698e-03, 5.6597e-02, -1.8726e-02, 2.8393e-02,\n", + " 2.8395e-02, 5.6358e-02, -1.5945e-02, -4.2779e-02, 3.8556e-02,\n", + " -8.2085e-03, -6.2440e-03, -3.7290e-02, -1.2846e-02, -4.0179e-02,\n", + " 5.2332e-02, 5.0167e-02, 7.8664e-02, -2.7305e-03, -4.5874e-03,\n", + " 2.8956e-03, -3.4683e-02, -4.0468e-04, 1.0754e-02, -2.0960e-02,\n", + " 4.8482e-02, 2.1213e-02, -6.5629e-02, 4.4222e-02, 3.2211e-02,\n", + " 9.3537e-03, 1.4696e-03, 2.8208e-02, 4.5527e-02, -5.7067e-02,\n", + " 1.1416e-02, 1.6224e-02, 1.3811e-02, 5.3839e-02, 4.2043e-02,\n", + " 1.6189e-02, -3.2005e-02, 8.8293e-02, -2.0637e-03, 2.7410e-02,\n", + " 2.9377e-02, 4.1529e-02, -4.1723e-02, 4.1841e-02, 1.3697e-02,\n", + " -6.8449e-02, 1.1665e-02, -3.2171e-02, 1.7119e-02, 3.8358e-02,\n", + " 1.3254e-03, -5.5786e-02, -5.3087e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8520, 0.8020, 0.8554, 0.8150, 0.8442, 0.8227, 0.8563, 0.8517, 0.8476,\n", + " 0.8635, 0.8254, 0.8606, 0.8426, 0.8118, 0.8281, 0.9073, 0.8642, 0.8385,\n", + " 0.8235, 0.8600, 0.8387, 0.8405, 0.8271, 0.8326, 0.8258, 0.8467, 0.8510,\n", + " 0.8035, 0.8450, 0.8336, 0.8817, 0.8028, 0.8418, 0.8576, 0.8510, 0.8368,\n", + " 0.8673, 0.8282, 0.8233, 0.8328, 0.8379, 0.8346, 0.8188, 0.8750, 0.8391,\n", + " 0.8413, 1.1254, 0.8492, 0.8118, 0.8285, 0.8939, 0.8430, 0.8605, 0.8560,\n", + " 0.8493, 0.8606, 0.8180, 0.8470, 0.8082, 0.8299, 0.8415, 0.8650, 0.8327,\n", + " 0.8603, 0.8658, 0.8812, 0.8387, 0.8172, 0.8931, 0.8885, 0.8196, 0.8302,\n", + " 0.8447, 0.8454, 0.8261, 0.8812, 0.8591, 0.8650, 0.8281, 0.8417, 0.8359,\n", + " 0.8303, 0.8623, 0.8417, 0.8185, 0.8217, 0.8374, 0.8196, 0.8117, 0.9004,\n", + " 0.8762, 0.8366, 0.8584, 0.8453, 0.8473, 0.8528, 0.8545, 0.8678, 0.8649,\n", + " 0.8712, 0.8332, 0.8691, 0.8300, 0.8504, 0.8626, 0.8236, 0.8181, 0.8370,\n", + " 0.8406, 0.9652, 0.8724, 0.8404, 0.8218, 0.8162, 0.8251, 0.8224, 0.8512,\n", + " 0.8259, 0.8450, 0.8153, 0.8587, 0.8993, 0.8241, 1.2920, 0.8287, 0.8297,\n", + " 0.8681, 0.8488, 0.8393, 0.8451, 0.8472, 0.8094, 0.8018, 0.8529, 0.8470,\n", + " 0.8798, 0.8535, 0.8492, 0.8686, 0.8382, 0.8385, 0.8307, 1.0296, 0.9308,\n", + " 0.8808, 0.8298, 0.8514, 0.8985, 0.8438, 0.8417, 0.8342, 0.8715, 0.8730,\n", + " 0.8460, 0.8054, 0.8398, 0.8586, 0.8332, 0.8217, 0.7981, 0.8342, 0.8277,\n", + " 0.8168, 0.8385, 0.8649, 0.8550, 0.8443, 0.8911, 0.8568, 0.8623, 0.8185,\n", + " 0.8600, 0.8310, 0.8460, 0.8509, 0.8397, 0.8454, 0.8457, 0.8253, 0.8643,\n", + " 1.1840, 0.8535, 0.8279, 0.8479, 0.8503, 0.8324, 0.8675, 0.8430, 0.8236,\n", + " 0.8451, 0.8621, 0.8554, 0.8516, 0.8620, 0.8416, 0.8643, 0.8535, 0.8616,\n", + " 0.8649, 0.8345, 0.8596, 0.8026, 0.8355, 0.8560, 0.8635, 1.2936, 0.8091,\n", + " 0.8206, 0.8587, 0.8788, 0.8294, 0.8213, 0.8474, 0.8747, 0.8431, 0.8346,\n", + " 0.8436, 0.8378, 0.8255, 0.8402, 0.8609, 0.8418, 0.8252, 0.8469, 0.8228,\n", + " 1.0993, 0.8294, 0.8562, 0.8261, 1.0967, 0.8632, 0.8498, 0.8616, 0.8442,\n", + " 0.8458, 0.8609, 0.8296, 0.8142, 0.8627, 0.8550, 0.8378, 0.8412, 0.8500,\n", + " 0.9119, 0.8637, 0.8188, 0.8246, 0.8469, 0.8447, 0.8039, 0.8527, 0.8527,\n", + " 0.8055, 0.8358, 0.8419, 0.8348, 0.8158, 0.8385, 0.8372, 0.8460, 0.8587,\n", + " 0.8313, 0.8400, 0.8633, 0.8494, 0.8659, 0.8852, 0.8484, 0.8725, 0.8815,\n", + " 0.8591, 0.8487, 0.8529, 0.9536, 0.8555, 0.8516, 0.8515, 0.8438, 0.8383,\n", + " 0.8323, 0.8229, 0.8680, 0.8332, 0.8290, 0.8668, 0.8555, 0.8582, 0.9376,\n", + " 0.8376, 0.8351, 0.8133, 0.8465, 0.8208, 0.8636, 0.8641, 0.8529, 0.8250,\n", + " 0.8188, 0.8456, 0.8390, 0.8307, 0.8390, 0.8566, 0.8196, 0.7716, 0.8295,\n", + " 0.8440, 0.8294, 1.6117, 0.8321, 0.8725, 0.8724, 0.8583, 0.8386, 0.8363,\n", + " 0.7997, 0.7855, 0.8234, 0.8731, 0.8391, 0.8603, 0.8488, 0.8502, 0.8635,\n", + " 0.8604, 0.8325, 0.8267, 0.9433, 0.8411, 0.8297, 0.8507, 0.8619, 0.8198,\n", + " 0.8596, 0.9341, 0.8629, 0.8587, 0.8290, 0.8592, 0.8635, 0.8309, 0.7260,\n", + " 0.8483, 0.8215, 0.8450, 0.8619, 0.8555, 0.8625, 0.8018, 0.8728, 0.8412,\n", + " 0.8330, 0.9033, 0.8347, 0.8568, 0.8650, 0.8478, 0.8590, 0.8300, 0.8117,\n", + " 0.9446, 0.8524, 0.8504, 0.8431, 0.8505, 0.8232, 0.8646, 0.8924, 0.8613,\n", + " 0.8237, 0.8907, 0.8542, 0.8381, 0.8493, 0.9394, 0.8559, 0.8457, 0.8347,\n", + " 0.8384, 0.8523, 0.8497, 0.7008, 0.8630, 0.8686, 0.8991, 0.8517, 0.8630,\n", + " 0.8588, 0.8568, 0.8810, 0.8367, 0.8362, 0.8216, 0.8617, 0.8304, 0.7871,\n", + " 0.8425, 0.8594, 0.8298, 0.8511, 0.8365, 0.8434, 0.8607, 0.8294, 0.8358,\n", + " 0.8798, 0.8147, 0.8358, 0.8634, 0.8583, 0.8488, 0.8582, 0.8690, 0.8204,\n", + " 0.8500, 0.8367, 0.8347, 0.8550, 0.8554, 0.8579, 0.8344, 0.8463, 0.8962,\n", + " 0.8290, 0.8439, 0.8604, 0.8367, 0.7990, 0.8059, 0.8492, 0.8747, 0.8827,\n", + " 0.8564, 0.8559, 0.8367, 0.8087, 0.8446, 0.8243, 0.8188, 0.8481, 0.8595,\n", + " 0.8728, 0.8444, 0.8342, 0.8165, 0.9047, 0.8274, 0.8475, 0.8678, 0.8303,\n", + " 0.8312, 0.8790, 0.8942, 0.8525, 0.8330, 0.8378, 0.8249, 0.8349, 0.8707,\n", + " 0.8478, 0.8532, 0.8067, 0.8345, 0.8687, 0.8831, 0.8205, 0.8745, 0.8849,\n", + " 0.8116, 0.8607, 1.0646, 0.8105, 0.8714, 0.8553, 0.8233, 0.8396, 0.8215,\n", + " 0.8131, 0.8671, 0.8644, 0.8547, 0.8483, 0.8177, 0.8354, 0.8391, 0.8526,\n", + " 0.8758, 0.8899, 0.8336, 0.8404, 0.8413, 0.8585, 0.8640, 0.8350, 0.8547,\n", + " 0.8350, 0.8335, 0.8430, 0.8507, 0.8385, 0.8965, 0.8858, 0.8368, 0.8680,\n", + " 0.8462, 0.8884, 0.8296, 0.8275, 0.8526, 0.8689, 0.8584, 0.8190, 0.8756,\n", + " 0.8311, 0.9045, 0.8605, 0.8543, 0.8210, 0.8476, 0.8063, 0.8726, 0.8491,\n", + " 0.8436, 0.8547, 0.8466, 0.8363, 1.0828, 0.8279, 0.8633, 0.8279, 0.8396,\n", + " 0.8248, 0.8555, 0.8601, 0.8649, 0.9414, 0.8409, 0.8382, 0.8422, 0.7070,\n", + " 0.8349, 0.8393, 0.8890, 0.8678, 0.8809, 0.8638, 0.8489, 0.8288, 0.8630,\n", + " 0.8506, 0.8118, 0.8649, 0.8647, 0.8499, 0.8278, 0.8581, 0.7798, 0.8732,\n", + " 0.8623, 0.8570, 0.8415, 0.8307, 0.8156, 0.8518, 0.8377, 0.8572, 0.8434,\n", + " 0.8699, 0.8062, 0.8603, 0.8478, 0.8088, 0.8536, 0.8418, 0.8255, 0.8336,\n", + " 0.8214, 0.8632, 0.8536, 0.8572, 0.8295, 0.8693, 0.8435, 0.8618, 0.8350,\n", + " 0.8450, 0.8762, 0.8235, 0.8998, 0.8017, 0.8178, 0.8160, 0.8456, 0.8700,\n", + " 0.8464, 0.8341, 0.8547, 0.8416, 0.8600, 0.8253, 0.8222, 0.8422, 0.8318,\n", + " 0.8716, 0.8259, 0.8703, 0.8493, 0.8493, 0.8867, 0.8211, 0.8444, 0.8451,\n", + " 0.8555, 0.8471, 0.8320, 0.8377, 0.8427, 0.8544, 0.8529, 0.8680, 0.8911,\n", + " 0.8428, 0.8413, 0.8471, 0.8487, 0.8346, 0.8576, 0.8398, 0.8257, 0.8380,\n", + " 0.8574, 0.8316, 0.8696, 0.8554, 0.8419, 0.8407, 0.8487, 0.8443, 0.8418,\n", + " 0.8603, 0.8382, 0.8771, 0.8511, 0.8505, 0.8360, 0.8882, 0.8473, 0.9015,\n", + " 0.8756, 0.8869, 0.8460, 0.8616, 0.8442, 0.8155, 0.8514, 0.8648, 0.8657,\n", + " 0.8804, 0.8519, 0.8621, 0.8479, 0.8607, 0.8232, 0.8773, 0.8574, 0.8427,\n", + " 0.8494, 0.9454, 0.8615, 0.8602, 0.9206, 0.8314, 0.8427, 0.8468, 0.8528,\n", + " 0.8728, 0.8320, 0.8267, 0.8138, 0.8464, 0.8511, 0.8437, 0.8251, 0.8903,\n", + " 0.8346, 0.8762, 0.8286, 0.8463, 0.8644, 0.8704, 0.8401, 0.8421, 0.8382,\n", + " 0.8371, 0.8343, 0.8397, 0.8621, 0.8402, 0.8429, 0.8619, 0.8596, 0.8597,\n", + " 0.8786, 0.8325, 0.8564, 0.8275, 0.8584, 0.8863, 0.8499, 0.8511, 0.8212,\n", + " 0.8188, 0.8686, 0.8701, 0.8482, 0.8704, 0.8937, 0.8291, 0.8391, 0.8516,\n", + " 1.5371, 0.8554, 0.8568, 0.8563, 0.8404, 0.8409, 0.8398, 0.8875, 0.8691,\n", + " 0.8495, 0.8180, 0.8389, 0.8536, 0.6582, 0.8556, 0.8524, 0.8522, 0.8569,\n", + " 0.8311, 0.8471, 0.8558, 0.8501, 0.8438, 0.8706, 0.8647, 0.8470, 0.8286,\n", + " 0.8387, 0.8455, 0.8571, 0.9022, 0.8090, 1.0631, 0.8578, 0.8398, 0.8367,\n", + " 0.9711, 0.8156, 0.8653, 0.8613, 0.7998, 0.7831, 0.8282, 0.8466, 0.8523,\n", + " 0.8346, 0.8365, 0.8424], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.1344e-02, 1.2080e-02, -4.6364e-02, -3.0130e-02, 7.9443e-02,\n", + " 5.0981e-02, 1.1908e-02, -2.0652e-02, -1.0936e-01, -1.1688e-01,\n", + " -8.6071e-02, 2.6358e-02, -1.1645e-01, 1.5676e-02, -3.1420e-02,\n", + " 3.6622e-02, 5.6841e-02, 4.6632e-02, -8.3829e-03, -7.8806e-02,\n", + " -2.4978e-02, -3.3134e-02, 6.8759e-02, 3.2692e-02, 3.3648e-02,\n", + " -2.8723e-02, 8.5249e-03, -5.7247e-02, -1.0357e-01, -1.4365e-02,\n", + " 6.1772e-02, -7.3953e-02, -3.5921e-04, -3.0949e-02, -1.3592e-01,\n", + " -7.2458e-02, -5.0496e-02, -1.5356e-02, -5.2733e-02, -1.0026e-01,\n", + " -1.4037e-01, -6.2274e-02, -7.1671e-02, -1.5139e-02, -8.2626e-02,\n", + " -4.7771e-02, -1.4454e-01, 3.6936e-02, -7.9435e-02, -3.5952e-02,\n", + " -1.0434e-01, 7.1274e-02, 3.2480e-02, 6.3918e-02, 2.8611e-02,\n", + " -1.6015e-02, -1.3967e-01, -1.6648e-02, -6.6715e-02, -7.7961e-02,\n", + " -8.4401e-03, 4.0578e-02, 1.0819e-01, -4.4659e-02, 1.1845e-02,\n", + " 5.9508e-02, 1.6610e-02, 1.8677e-02, -1.1001e-01, -1.2207e-01,\n", + " -1.0786e-01, -9.6549e-02, -6.1122e-02, -3.2128e-02, -7.1845e-02,\n", + " -1.2359e-01, -2.4683e-02, -1.9532e-02, 1.5631e-02, 9.3122e-02,\n", + " -7.1852e-02, -2.3720e-02, -3.4551e-02, -2.2903e-02, -4.2727e-02,\n", + " -8.6009e-02, -9.0888e-02, 9.3918e-02, -5.9314e-02, 7.0650e-02,\n", + " -1.0035e-01, 1.4553e-02, 1.3380e-02, 1.0654e-01, 7.3451e-03,\n", + " -1.3439e-01, 1.1810e-01, -7.5076e-02, -3.9675e-02, -1.2730e-02,\n", + " -9.3441e-02, -7.8124e-02, 5.0937e-03, -4.6052e-02, -1.3498e-01,\n", + " -9.7142e-02, -7.0380e-02, -9.0184e-02, -5.4622e-02, -1.1805e-02,\n", + " -9.8805e-02, 9.0518e-03, -6.6125e-02, -7.6516e-02, -1.6316e-01,\n", + " 9.1859e-02, 6.8594e-02, -1.1347e-01, -9.3453e-02, -1.6409e-02,\n", + " 4.9831e-02, 5.9697e-02, -2.5936e-02, 3.3220e-01, -1.5791e-02,\n", + " -4.6808e-02, 1.6120e-03, 5.4064e-02, -1.0811e-01, -1.0923e-01,\n", + " -2.3789e-02, 1.1774e-01, -2.7513e-03, -1.0053e-01, -6.7293e-02,\n", + " -1.4769e-01, -5.7897e-02, -1.0835e-01, -3.9113e-03, -3.5699e-02,\n", + " -5.1963e-02, -9.8398e-02, -8.2750e-02, -6.5031e-02, -5.8932e-02,\n", + " -3.8372e-02, -3.2102e-02, -1.0399e-01, -2.4155e-02, -6.1841e-02,\n", + " -5.7919e-02, 1.0234e-03, -1.5286e-01, -1.6116e-01, -6.3931e-02,\n", + " 5.4084e-02, 6.7514e-02, -4.2360e-02, -9.1926e-02, -3.0753e-02,\n", + " 3.0540e-02, -6.8048e-02, -6.3836e-02, -1.0519e-01, 3.6709e-02,\n", + " 2.3915e-02, 8.1677e-02, 6.4061e-02, -1.0920e-01, 6.5083e-02,\n", + " -7.1140e-02, -9.0670e-02, 5.8689e-02, -7.2455e-02, -8.5068e-02,\n", + " -6.9670e-02, 6.7066e-02, 2.5771e-02, 6.9231e-02, -1.5279e-02,\n", + " -6.2065e-01, 4.2855e-02, -1.0108e-01, 1.4958e-02, -5.1842e-02,\n", + " -2.9548e-02, 1.2663e-01, -1.9485e-02, -1.4611e-02, -7.0454e-02,\n", + " -1.5010e-01, -1.1479e-01, -2.0274e-02, -4.6186e-02, 3.7312e-02,\n", + " -4.6845e-03, -1.1243e-01, 5.7662e-03, -4.8168e-02, 4.1642e-02,\n", + " -1.2994e-01, -1.0522e-01, 5.8554e-02, -7.5463e-02, -1.3078e-01,\n", + " 3.4147e-02, 3.6588e-02, -4.6127e-02, -3.3408e-02, 3.4817e-03,\n", + " -4.2363e-02, -4.2850e-02, 6.9876e-02, -4.7035e-02, 3.6683e-02,\n", + " 2.3717e-02, -5.6663e-02, -2.3482e-02, 2.2695e-03, -7.1891e-02,\n", + " 3.4086e-02, -3.9050e-02, -5.4687e-02, -1.0103e-02, -4.6291e-02,\n", + " -1.3215e-01, -4.2017e-03, -6.4696e-02, 7.4318e-02, -3.7038e-02,\n", + " -7.4783e-02, 3.7466e-03, -4.4902e-02, -5.4526e-02, -3.2154e-02,\n", + " -6.9844e-02, -1.7045e-02, -9.5056e-02, 5.8156e-02, -1.0002e-01,\n", + " -2.9361e-03, 5.3961e-02, -1.5724e-02, 1.2291e-01, -7.9840e-02,\n", + " -6.2188e-02, -3.2282e-02, 8.2793e-03, -1.1508e-01, -1.4068e-01,\n", + " -5.5942e-02, -1.2841e-01, -4.0451e-02, -4.0718e-02, -6.1471e-02,\n", + " -8.3071e-02, -1.5063e-02, -2.3455e-02, 1.1974e-02, 7.6468e-02,\n", + " -6.5692e-02, -1.8200e-02, -1.4435e-02, -6.2212e-02, -1.2290e-01,\n", + " -1.7033e-01, -2.5049e-02, -9.7031e-02, 7.9129e-03, -3.5679e-02,\n", + " -6.2448e-03, 5.5563e-02, -9.0274e-02, 3.9126e-02, -1.1295e-01,\n", + " -5.1131e-02, 5.9279e-03, -9.5505e-03, -6.1520e-02, -2.4447e-02,\n", + " -1.8512e-02, 8.4790e-02, -9.8691e-02, -8.7056e-02, -1.1217e-01,\n", + " -1.5344e-01, 5.8255e-02, -1.4153e-01, -7.1881e-03, -1.1657e-03,\n", + " -7.4974e-02, 4.0591e-02, -8.0208e-02, 3.8199e-02, -5.8486e-04,\n", + " 5.0867e-02, 3.5725e-03, -1.4645e-02, -2.7721e-04, -5.1357e-02,\n", + " -5.7399e-02, -8.0470e-03, -6.7928e-02, 2.5977e-02, -1.1493e-01,\n", + " -2.4930e-02, -1.7211e-02, -1.4713e-01, -2.2575e+00, 3.7316e-02,\n", + " -1.8979e-02, -1.0595e-01, -1.0567e-02, -7.6957e-02, 2.2319e-02,\n", + " -1.2596e-01, -5.9056e-02, 3.7224e-02, 1.6287e-02, -6.8733e-02,\n", + " -4.9052e-02, 4.2215e-02, -6.1539e-03, -9.2575e-02, -2.2745e-02,\n", + " -4.3827e-02, 1.5006e-02, 2.1218e-02, -5.9763e-02, -1.6321e-01,\n", + " -1.3407e-01, 7.0248e-02, -2.2305e-02, 4.9774e-02, -7.5658e-02,\n", + " -5.4044e-02, -1.0192e-01, -7.0567e-02, -4.1365e-02, -1.0061e-01,\n", + " -1.5344e-02, -2.0617e-02, -7.9850e-02, -9.0090e-02, -1.2089e-03,\n", + " -1.7109e-02, -1.2406e-01, -1.1144e-01, -1.0369e-01, -7.0175e-02,\n", + " -5.0133e-02, -1.3557e-02, 1.6262e-01, -9.9455e-02, -7.2051e-02,\n", + " -1.1553e-01, 3.9777e-03, 5.5598e-02, -1.8694e-02, -9.6043e-04,\n", + " 6.9841e-02, -7.7826e-02, 5.5478e-02, -4.6886e-02, -7.8571e-03,\n", + " -1.7885e-02, -1.2144e-01, 3.0650e-02, 5.2436e-03, -8.6549e-02,\n", + " -1.2067e-01, -1.2578e-01, -3.0886e-02, -1.4648e-01, -1.3343e-01,\n", + " -9.9811e-02, 1.0904e-01, 5.2390e-02, -6.2593e-02, 7.3330e-02,\n", + " -8.2041e-02, -2.8029e-01, -1.3285e-02, -1.2791e-01, 2.9784e-02,\n", + " -4.9950e-02, 1.3312e-02, -2.3558e-04, -1.0833e-01, -9.1062e-02,\n", + " -3.6797e-02, 4.6885e-02, -8.6031e-03, -7.7853e-02, -4.7832e-02,\n", + " 2.6897e-02, -4.3142e-02, -8.8117e-02, 1.3069e-02, -7.0432e-02,\n", + " -3.8987e-02, -9.9468e-02, 4.2137e-02, 2.7479e-02, -6.7665e-02,\n", + " -4.4414e-02, 7.5395e-03, -2.0309e-03, 4.0419e-02, -1.4872e-01,\n", + " -8.2230e-02, -6.8386e-02, -6.8401e-02, -4.1047e-02, -8.8755e-02,\n", + " 5.6166e-02, 5.6017e-02, -5.5956e-02, 2.1983e-02, -2.2961e-02,\n", + " -7.1032e-03, -7.5360e-02, 6.5075e-02, -9.5735e-02, 4.0330e-02,\n", + " 7.4802e-02, 8.9258e-03, 2.9245e-02, -1.5354e-02, 6.8174e-02,\n", + " -1.0322e-01, -2.5460e-03, -1.0041e-01, -1.2218e-02, -8.0847e-02,\n", + " -6.2028e-02, 6.3530e-02, 8.3978e-03, -5.7599e-02, -1.0613e-01,\n", + " -2.3226e-02, 5.4509e-02, 1.6102e-02, -4.9709e-02, -1.4171e-01,\n", + " -1.9604e-01, -9.9754e-02, -9.7179e-02, -8.0188e-02, 3.6264e-02,\n", + " 3.3763e-02, -1.4644e-02, 1.3093e-01, 8.6540e-03, 2.5184e-02,\n", + " 1.3682e-02, -9.1370e-02, -6.9037e-04, -2.6415e-02, -6.0097e-02,\n", + " -3.5762e-03, -4.9125e-02, -8.7560e-02, 5.8042e-02, 8.4096e-02,\n", + " 3.6079e-03, -5.9528e-02, -7.0748e-02, 3.0864e-02, -1.0618e-01,\n", + " -8.6109e-02, -4.3467e-02, -7.9412e-03, 1.1864e-01, -8.4393e-02,\n", + " -6.7752e-02, -1.3682e-02, 1.3190e-01, -4.1765e-02, -9.5315e-02,\n", + " -8.5517e-02, -1.0381e-02, 7.4308e-03, 2.5057e-02, -1.2178e-01,\n", + " -1.0872e-01, -3.0953e-02, -6.2515e-03, -6.9138e-02, -1.0413e-01,\n", + " -9.2249e-02, -8.9106e-03, 1.4600e-01, -1.2124e-01, -8.7356e-02,\n", + " -1.2041e-01, -1.1749e-01, -3.5789e-02, 3.8827e-02, -8.9954e-03,\n", + " -2.3699e-02, -7.3208e-02, -8.5094e-02, -1.4362e-01, -5.3073e-02,\n", + " 1.5437e-02, -8.0135e-02, 1.2968e-02, -2.8527e-02, -1.8904e-02,\n", + " -1.3154e-01, 3.9962e-02, 7.3063e-02, -2.0348e-01, 3.3176e-02,\n", + " -4.0622e-02, -7.5475e-02, 6.5075e-02, -1.1102e-01, -6.7218e-02,\n", + " -7.5741e-02, 2.4920e-02, -1.2435e-02, -1.9510e-02, -1.4103e-02,\n", + " -6.3889e-02, 1.4682e-01, -1.2999e-01, -4.1460e-02, -1.1495e-01,\n", + " -1.9698e-02, -1.1444e-01, -3.0427e-02, 4.8089e-02, -6.2266e-02,\n", + " -7.7924e-02, 2.4362e-04, -1.4317e-01, -3.6246e-02, -1.2393e-01,\n", + " 4.1629e-02, 8.1272e-02, -8.8061e-02, -7.7921e-02, -8.0148e-02,\n", + " -9.8167e-02, -8.5414e-02, -1.5176e-02, 1.9671e-02, 5.1377e-02,\n", + " -1.5865e-02, -1.1811e-01, -7.8402e-02, 2.3705e-02, 2.9540e-02,\n", + " -8.7734e-02, -8.4668e-02, 9.9336e-02, -4.6445e-02, -1.6185e-01,\n", + " -1.3077e-01, -4.2604e-02, 5.8688e-02, 1.1358e-02, -1.2765e-01,\n", + " -6.1923e-02, -8.4753e-02, -3.0332e-02, -6.0014e-04, -7.5688e-02,\n", + " -1.0452e-01, -8.2666e-03, 4.5868e-02, -3.2654e-02, -4.4266e-02,\n", + " -5.2327e-02, 8.4792e-02, -7.2354e-02, 2.3774e-02, -3.6025e-02,\n", + " -1.1545e-01, -2.8853e-02, -2.0315e-02, 2.3356e-02, -5.5108e-02,\n", + " -3.2399e-02, 1.0912e-01, -1.3768e-01, -9.9473e-02, -1.2217e-02,\n", + " -9.2016e-02, -3.4299e-02, 1.1813e-02, -2.0268e-01, -1.2499e-02,\n", + " 3.3174e-02, -1.0902e-01, -2.4698e-02, -1.8718e-02, -1.3656e-02,\n", + " -1.8760e-02, -5.9220e-02, -2.1743e-02, -5.2343e-02, 6.8899e-02,\n", + " 3.8413e-02, -1.1812e-01, 4.0992e-02, -8.7708e-02, 6.0118e-02,\n", + " 1.1129e-01, -2.3863e-03, -2.4479e-02, 5.5275e-02, -4.8966e-02,\n", + " -1.3996e-01, -1.2337e-01, 5.8795e-03, 1.5241e-02, -1.1743e-01,\n", + " 2.0023e-02, -1.0781e-02, -8.2880e-02, -6.0243e-02, 9.4822e-03,\n", + " -1.2696e-01, 4.8240e-03, -6.5649e-02, 6.8928e-03, -5.0116e-02,\n", + " 8.7673e-02, 3.1290e-02, -2.8279e-02, 1.1816e-02, -7.9418e-03,\n", + " 3.5138e-02, -3.7828e-02, 1.0395e-01, 5.2070e-02, 1.1879e-02,\n", + " -3.6229e-02, 5.4177e-02, -1.7798e-01, -9.3546e-02, 3.3682e-02,\n", + " -1.0662e-01, -3.3063e-02, 2.0191e-02, 5.7537e-02, -1.8093e-02,\n", + " -9.0532e-02, 9.5468e-02, -7.4289e-02, -2.5821e-02, -2.6561e-02,\n", + " -4.5162e-02, 2.9504e-02, -3.1473e-02, 2.8452e-02, -2.9851e-02,\n", + " -2.8579e-02, -9.0557e-02, 5.2943e-03, -5.8344e-02, 4.7541e-02,\n", + " -2.5308e-02, -1.0288e-01, -4.9240e-02, -5.8421e-02, 1.6592e-02,\n", + " 1.2111e-01, -5.4313e-02, -8.1466e-02, -4.9400e-02, 7.0303e-03,\n", + " -4.2782e-02, -4.3525e-02, -8.5807e-03, 6.2815e-02, 5.9304e-02,\n", + " -1.0129e-01, -6.6303e-02, -7.5956e-03, -6.3686e-02, -2.5517e-02,\n", + " -2.0086e-02, -6.0147e-02, -2.3865e-02, -3.3763e-02, -7.4924e-02,\n", + " -1.3382e-01, -1.6790e-01, -1.3245e-01, -3.7097e-02, 2.2390e-02,\n", + " -1.0047e-01, -8.1847e-02, -7.7880e-02, 5.0404e-02, -1.4665e-01,\n", + " 5.9582e-02, -1.1912e-02, -1.1096e-01, -1.0069e-01, 6.5853e-02,\n", + " 1.5271e-02, 4.4003e-02, 1.9579e-02, 4.8464e-02, 6.3348e-02,\n", + " -6.8227e-02, 3.1810e-02, -3.2205e-02, 8.8901e-02, -5.0658e-02,\n", + " -1.0127e-01, -1.6246e-01, 1.6157e-02, -4.4182e-02, -6.6988e-02,\n", + " -5.1723e-01, 1.4864e-02, -7.6332e-02, -7.5355e-03, 2.3505e-02,\n", + " -4.6339e-02, -1.4055e-02, -1.6824e-01, 7.3489e-03, -3.3287e-02,\n", + " -6.3824e-04, 5.9921e-03, -8.3247e-02, 9.5896e-02, 3.1140e-02,\n", + " -5.0645e-02, -1.2309e-01, 2.1778e-02, -8.4379e-02, -7.0738e-02,\n", + " -8.9048e-02, -4.2593e-02, -1.2673e-01, -1.4987e-01, 8.0047e-02,\n", + " 7.0084e-03, -8.5599e-02, -6.0880e-02, -5.7156e-02, -8.4430e-03,\n", + " -6.1077e-02, -9.3670e-02, -6.0107e-02, -5.3923e-02, -5.4385e-02,\n", + " -1.1415e-01, -1.8597e-01, -2.0845e-02, -4.5953e-02, 1.9309e-02,\n", + " 9.4666e-02, -1.1881e-01, -4.2700e-03, -1.2863e-01, -4.4709e-02,\n", + " -4.3273e-02, 5.3781e-02, 2.5261e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0976, -0.0618, -0.0515, ..., -0.1151, -0.0466, -0.1224],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.5741e-02, 4.2078e-02, 1.2011e-02, 2.2932e-03, 5.5518e-02,\n", + " 4.5913e-02, 2.2022e-02, -5.5168e-02, -2.1741e-02, -1.0107e-01,\n", + " -9.8937e-02, 5.2764e-02, -7.3483e-02, 8.6208e-02, 6.0888e-02,\n", + " 1.2144e-01, 1.0733e-02, 4.1013e-03, 2.8674e-02, -3.3970e-02,\n", + " 2.2772e-02, -6.7903e-03, 4.9564e-03, 1.4364e-02, 2.9709e-02,\n", + " -6.4162e-03, 5.6278e-02, 6.3540e-02, -1.5162e-02, -1.7254e-02,\n", + " -2.8550e-04, 4.7133e-02, 3.4972e-02, -7.6128e-02, 2.4526e-02,\n", + " -2.5571e-02, -3.0283e-02, -5.3822e-03, 2.4152e-02, -5.9109e-02,\n", + " -4.5285e-03, -1.7886e-02, -4.1091e-02, 1.0376e-02, 4.9845e-02,\n", + " 4.7674e-02, -8.8754e-02, 7.5486e-02, -1.0166e-01, -7.9692e-02,\n", + " 4.3310e-03, 5.8896e-02, 7.9482e-02, 2.7634e-03, -2.2596e-02,\n", + " 6.1754e-02, -2.9951e-02, 6.2471e-02, 3.7189e-02, 4.2943e-02,\n", + " -1.5058e-02, -2.4581e-02, 6.8931e-02, -8.8080e-03, -2.2560e-02,\n", + " -5.4985e-02, 5.4128e-02, 7.5724e-02, 2.8788e-02, 4.6660e-02,\n", + " -4.4814e-03, 3.1812e-02, -3.7511e-02, -8.0002e-02, 1.0749e-01,\n", + " -6.5850e-02, 4.5588e-02, 2.3601e-02, 5.3216e-02, 8.7131e-02,\n", + " 7.3938e-02, -3.2171e-02, 2.5774e-02, 9.8898e-03, 2.4024e-03,\n", + " -6.3372e-02, -9.0037e-02, -3.0310e-02, -1.5730e-02, 9.7426e-02,\n", + " -7.6012e-02, -5.0295e-03, 8.4208e-02, 5.3904e-02, 3.9876e-02,\n", + " -1.5031e-01, 1.3342e-02, 5.5709e-03, 8.6004e-02, -3.2644e-02,\n", + " -6.3840e-02, -4.0073e-02, 1.4759e-03, -2.9463e-03, -1.3734e-01,\n", + " -7.9349e-02, -5.9826e-02, -7.3977e-02, -7.9907e-02, -9.2668e-02,\n", + " -2.6027e-02, 2.4271e-02, -9.1017e-02, 1.4410e-02, -5.3724e-02,\n", + " 1.5609e-02, 4.0855e-02, 4.5932e-02, -4.2466e-02, -3.3923e-02,\n", + " 5.1573e-02, 1.4564e-01, 3.8452e-02, -3.4191e-03, 4.3361e-02,\n", + " 3.6211e-02, 5.3221e-02, -2.2619e-02, -1.5577e-02, -7.8316e-02,\n", + " -1.2720e-02, 6.6331e-02, 7.5486e-03, -5.7261e-03, -1.3333e-02,\n", + " -8.1408e-02, 4.1948e-02, 1.4382e-02, 8.5527e-02, -3.4351e-02,\n", + " -5.0566e-02, -4.0421e-02, -1.1631e-01, 3.7037e-02, 6.9312e-02,\n", + " 6.3102e-03, -7.9192e-02, -1.0396e-01, -9.4308e-02, 1.1846e-01,\n", + " -6.8122e-02, 6.9707e-02, 8.7248e-03, 7.6877e-04, -4.4632e-02,\n", + " 8.9779e-02, -5.9622e-03, 3.3064e-02, -1.0618e-02, 2.4632e-02,\n", + " 4.5643e-02, -7.5217e-03, 5.2801e-02, -3.7286e-02, 2.0312e-03,\n", + " 2.8662e-02, 3.2067e-02, -1.7333e-02, 4.4542e-02, 3.4369e-02,\n", + " -7.0471e-02, -4.3833e-03, -2.4420e-02, -5.7783e-02, -2.8720e-02,\n", + " -1.1356e-02, -2.3630e-03, -2.0051e-03, -7.4737e-02, -8.6264e-03,\n", + " -1.6157e-01, 3.9566e-03, -3.2327e-02, -5.7044e-02, -6.0499e-02,\n", + " 2.5157e-02, 5.5642e-02, -2.2992e-02, 7.6248e-02, 1.8392e-02,\n", + " 4.4709e-02, -9.9869e-02, 5.4718e-02, -4.5948e-04, 6.2032e-02,\n", + " -7.7357e-02, 1.8792e-02, 4.1057e-02, 6.4767e-02, 4.7432e-02,\n", + " -9.0086e-02, -2.4933e-02, 4.9760e-02, -9.5229e-02, 2.1131e-02,\n", + " 1.2652e-01, 2.1365e-02, 3.0726e-02, 3.9724e-02, 2.1305e-02,\n", + " 1.0902e-02, -5.3310e-02, -5.6873e-03, 1.0282e-02, 9.9563e-02,\n", + " -8.4239e-02, -2.7006e-02, -1.1546e-01, 4.0102e-02, -8.9660e-02,\n", + " 4.6134e-02, 4.1681e-02, 9.0483e-04, 4.2167e-03, 7.7366e-03,\n", + " 5.3710e-02, 2.2877e-02, -3.4592e-02, 4.5413e-02, -9.4250e-02,\n", + " -5.7224e-02, 1.9963e-02, 3.3544e-02, 2.6429e-02, 4.3978e-02,\n", + " 7.0906e-02, -1.4172e-02, 3.1707e-02, 1.1556e-01, 2.2510e-02,\n", + " 1.3776e-01, 3.4043e-03, 1.9217e-02, 9.7301e-02, -9.2280e-02,\n", + " -1.0608e-02, 5.2683e-02, -1.4630e-03, -2.5501e-02, 1.8408e-02,\n", + " -1.0153e-02, -5.9191e-02, -6.9154e-04, -5.0810e-02, -5.9029e-03,\n", + " -3.4107e-02, -8.1468e-02, -4.7834e-02, 5.1254e-02, 1.1035e-01,\n", + " -7.3325e-02, -2.8772e-02, -2.7043e-02, -1.8885e-02, 5.3347e-02,\n", + " -7.9410e-03, -7.5070e-02, -4.7684e-02, 5.5057e-02, 8.8665e-02,\n", + " 7.7637e-02, 1.4622e-02, 7.4473e-03, -1.2827e-01, 2.7860e-02,\n", + " 9.5059e-02, 6.5501e-03, -1.1090e-02, -5.4270e-02, -2.4547e-02,\n", + " 7.8927e-03, 2.2875e-02, 3.0793e-03, -1.2587e-02, -7.1923e-02,\n", + " -3.4396e-02, 7.3324e-02, -8.3631e-02, -6.4532e-02, 8.5521e-02,\n", + " 4.4709e-02, -1.5898e-02, -2.5457e-02, 1.0278e-01, 3.4183e-02,\n", + " 6.7814e-03, 3.5959e-03, 7.0658e-02, -4.9623e-02, -3.2984e-03,\n", + " 2.4855e-03, 4.9145e-02, -9.1689e-03, 1.4704e-02, 2.1152e-02,\n", + " -8.3013e-02, -7.5539e-02, -7.5281e-02, -5.7309e-01, -6.0819e-02,\n", + " -8.5979e-02, -1.9025e-02, 4.4833e-02, -2.6851e-02, -1.3231e-02,\n", + " -1.7288e-02, -3.0165e-02, 3.5889e-02, -5.5218e-02, 4.3945e-02,\n", + " -4.3719e-02, 9.3420e-03, 3.9414e-02, 6.3030e-02, -8.1831e-02,\n", + " -3.7091e-02, 3.6320e-02, 1.1276e-01, -1.1581e-02, -5.2862e-02,\n", + " -1.2598e-02, -3.1647e-02, 4.8075e-03, 1.4833e-02, -6.5028e-02,\n", + " -7.6895e-03, -7.3512e-02, -2.5486e-02, -4.1813e-02, 1.5875e-04,\n", + " 2.7444e-02, -7.8871e-02, 6.8268e-02, -6.3687e-03, 2.2613e-02,\n", + " -3.2094e-02, 4.0743e-02, 2.3803e-02, -4.9665e-02, -3.8302e-03,\n", + " 1.7203e-03, -6.6815e-02, 2.7893e-02, 2.8895e-02, 1.1447e-02,\n", + " -2.9330e-02, -2.4495e-02, 7.2686e-02, -6.2831e-02, -3.8198e-02,\n", + " 5.3170e-02, -2.2470e-03, 1.3094e-02, -2.8768e-03, -5.7709e-02,\n", + " 1.2637e-02, 3.5921e-02, 7.7178e-02, -1.2786e-02, 6.8424e-02,\n", + " 4.2647e-02, -3.6230e-02, 6.6335e-02, 1.8345e-02, 5.5026e-02,\n", + " -1.6044e-02, 9.5089e-02, -5.7743e-02, -3.9953e-03, -5.6321e-02,\n", + " 1.7654e-02, -1.1355e-01, -2.0111e-02, -1.2025e-02, -2.2342e-02,\n", + " -3.8111e-02, -1.8493e-02, 4.7788e-02, -1.1700e-01, 2.9329e-02,\n", + " 1.0777e-01, 8.1691e-02, 1.0103e-02, -3.9286e-02, 4.3974e-02,\n", + " -1.0193e-01, 4.6519e-04, 3.4982e-02, 1.7681e-02, -2.2531e-02,\n", + " 5.9354e-03, -4.4545e-02, 8.4809e-02, 1.2845e-02, 7.2413e-03,\n", + " -8.9966e-02, -2.0195e-02, -5.5660e-02, 5.1682e-03, -2.9537e-02,\n", + " 3.0734e-02, -6.4153e-02, -8.2416e-02, -4.1658e-02, 3.5524e-02,\n", + " 8.4056e-02, 2.6158e-02, -7.0579e-02, 5.0375e-02, -1.5945e-02,\n", + " -3.6871e-02, -5.4097e-02, 7.0046e-02, -5.9001e-02, -6.6906e-02,\n", + " 2.8931e-02, 2.1156e-02, 1.4465e-02, -4.2688e-02, 3.0843e-02,\n", + " -9.5841e-02, 3.1049e-02, -1.7267e-02, 5.8211e-02, -1.1215e-02,\n", + " 2.5011e-02, -5.2271e-02, -7.2524e-03, 4.1636e-02, -1.2922e-02,\n", + " 3.3012e-02, -1.3943e-01, -2.3983e-02, -1.0884e-01, -4.5540e-02,\n", + " 8.2418e-03, -1.1399e-02, 1.9262e-02, 3.5149e-02, 2.1226e-02,\n", + " 4.1662e-02, 5.5880e-02, 5.5789e-02, 7.1931e-02, 1.1613e-02,\n", + " -3.0148e-02, -6.4731e-03, 1.6994e-02, 4.7024e-02, -1.6237e-02,\n", + " 7.8670e-02, -3.5580e-02, -9.2719e-03, -8.0301e-02, 7.5849e-02,\n", + " 1.6408e-03, -1.3350e-02, -1.3303e-02, -1.0529e-02, -6.1056e-02,\n", + " -4.6966e-02, -2.0982e-02, -1.9628e-02, 1.8064e-02, -5.4067e-02,\n", + " -4.4243e-02, -1.2639e-02, -3.5794e-03, 5.3594e-02, -6.1120e-02,\n", + " -3.5429e-02, 2.9079e-02, -1.0818e-02, -2.0240e-02, -4.4640e-02,\n", + " 5.4709e-02, 5.5514e-02, 4.5176e-02, 5.2774e-02, 2.0449e-03,\n", + " 2.4148e-02, 7.5699e-02, 9.8555e-03, -1.4599e-02, -3.2677e-02,\n", + " -1.8330e-02, -4.1715e-02, 3.6530e-02, 7.1768e-02, 2.3452e-03,\n", + " 1.4440e-03, 9.1412e-02, -6.8613e-02, -1.9729e-02, -5.9021e-02,\n", + " 2.3761e-03, -4.1591e-02, -1.1875e-02, -5.7171e-02, -3.9905e-02,\n", + " -1.8021e-01, 1.4446e-02, -2.0283e-02, -3.4604e-02, 1.0934e-01,\n", + " 9.3487e-02, -1.6994e-02, -2.2198e-02, -7.0739e-02, -3.3051e-02,\n", + " 3.6369e-03, 2.6813e-02, 3.7742e-02, 5.3021e-03, -2.6763e-02,\n", + " -1.9912e-02, 7.5408e-02, -1.4839e-01, 5.4851e-02, -2.8359e-02,\n", + " -8.4575e-02, -7.1482e-02, -3.5255e-02, 4.3687e-02, -7.3170e-03,\n", + " -1.0373e-01, 1.8857e-02, -1.6432e-03, 4.4577e-02, -1.0060e-01,\n", + " 4.6177e-02, 5.7075e-02, 1.3574e-01, -3.1414e-02, -1.5419e-02,\n", + " 6.4323e-02, -1.9411e-02, 9.2282e-02, 5.1881e-02, -2.1687e-02,\n", + " -5.2754e-03, -1.7284e-02, -7.6404e-02, -7.7567e-03, 3.9789e-03,\n", + " -6.3117e-02, -7.0600e-03, 8.3449e-02, 4.4994e-02, -6.5175e-04,\n", + " -1.2513e-02, 2.4039e-02, -1.7452e-02, 8.6102e-02, 9.3158e-03,\n", + " 1.5504e-02, 1.6610e-02, 3.5816e-02, 5.1665e-02, -2.8690e-03,\n", + " -5.9123e-02, 1.6995e-02, 2.7976e-02, 9.5845e-02, -2.8796e-02,\n", + " -3.9649e-02, 2.7449e-02, 4.1449e-02, 2.4183e-02, -5.3613e-02,\n", + " -1.2956e-02, 7.5293e-02, 2.5709e-02, -4.0720e-02, 1.0458e-03,\n", + " -2.5551e-02, 2.9039e-02, 1.0784e-02, 1.2268e-01, 3.7313e-02,\n", + " -2.2168e-02, 8.9978e-02, 4.8200e-02, -1.3578e-02, 2.6823e-02,\n", + " 1.4709e-02, -1.7293e-02, 7.1181e-02, -2.5049e-02, 6.0888e-02,\n", + " -1.3517e-02, -1.1441e-02, -4.5996e-02, -8.6260e-02, 5.1932e-02,\n", + " 1.0900e-01, -5.6022e-02, -7.5737e-03, -1.9261e-02, 3.7798e-02,\n", + " 2.1514e-02, 4.5055e-02, 3.1432e-02, -4.1821e-02, 5.2410e-02,\n", + " -4.6340e-02, -5.2976e-02, -1.7671e-02, 6.4157e-02, -1.4843e-01,\n", + " 8.2264e-03, 4.8591e-03, -5.7576e-02, 1.2325e-02, 2.7476e-02,\n", + " -1.5675e-02, -3.9709e-03, 1.9007e-02, 9.8442e-03, -2.1851e-02,\n", + " 9.1209e-03, -4.7204e-02, 6.9091e-02, 4.1224e-02, -5.7185e-03,\n", + " -2.4363e-02, 4.1596e-02, 6.0440e-02, 6.6958e-02, -1.5571e-02,\n", + " -6.2780e-02, 2.3440e-02, -6.9045e-02, -9.7530e-02, 8.4682e-04,\n", + " -1.2317e-01, -2.8132e-02, 1.5301e-02, 6.0423e-03, 4.2853e-02,\n", + " 3.2683e-02, 3.7758e-03, 1.2861e-02, 3.9315e-02, -5.9100e-02,\n", + " -2.7530e-02, -1.8280e-02, 1.0072e-02, 3.5076e-02, -6.3968e-02,\n", + " -5.9066e-02, -1.2943e-01, -8.5690e-03, -3.7181e-02, 4.0224e-02,\n", + " -2.3463e-02, 2.0499e-02, -7.8721e-02, 1.6681e-02, 9.0797e-02,\n", + " 9.1372e-02, -1.5501e-04, -2.4964e-02, -2.6653e-02, 7.8210e-02,\n", + " 5.0348e-02, 6.5885e-03, 7.9732e-02, -5.8013e-02, 4.9909e-02,\n", + " 5.5382e-02, -2.6498e-02, 5.4312e-02, 2.9646e-02, -1.8378e-02,\n", + " -1.3659e-02, 3.9050e-02, 3.0359e-02, 6.9679e-02, -2.7579e-02,\n", + " -5.6372e-02, -9.0979e-02, -8.0618e-03, -7.0255e-02, 1.0123e-02,\n", + " 7.2885e-02, -5.6820e-02, -6.6698e-02, 9.6192e-02, -6.9482e-02,\n", + " 6.3897e-02, 5.1526e-02, -6.7743e-02, 3.1714e-02, 5.6532e-02,\n", + " 7.8241e-02, -1.0519e-02, 7.6105e-02, 1.2452e-01, 8.5340e-02,\n", + " -3.3119e-02, -1.7505e-02, -6.9945e-02, 6.2715e-02, -2.0161e-02,\n", + " 8.1423e-03, -2.7961e-03, 6.6570e-02, 1.3823e-01, -4.0674e-02,\n", + " -3.4993e-02, 2.4117e-02, 1.5082e-02, 6.2326e-02, 7.5106e-02,\n", + " 4.3886e-03, -6.8087e-02, -4.5146e-02, -9.0466e-04, -4.9335e-02,\n", + " 1.3295e-03, -6.4656e-03, 2.4747e-02, 3.9950e-02, 6.8273e-02,\n", + " -3.3840e-02, 3.3392e-02, 9.5674e-02, 2.1115e-02, -8.5006e-03,\n", + " 1.8209e-02, -4.2123e-02, -5.6538e-02, -2.2504e-02, 1.8652e-02,\n", + " -2.2379e-02, -3.0439e-02, -9.4725e-02, -8.1087e-02, -2.8831e-02,\n", + " 2.8818e-02, 5.2690e-02, -1.8964e-01, -5.8527e-02, -9.2450e-02,\n", + " 9.2485e-03, -4.2063e-02, 8.4913e-02, 2.1387e-02, -4.8710e-02,\n", + " -4.6535e-02, 1.5636e-02, 3.8541e-02, -5.6517e-05, -6.6900e-02,\n", + " 5.6160e-02, 3.0651e-02, 4.5752e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.6384, 0.6300, 0.6657, 0.6127, 0.6376, 0.6371, 0.6570, 0.6331, 0.6264,\n", + " 0.6274, 0.6279, 0.6530, 0.6055, 0.6508, 0.6297, 0.6216, 0.6509, 0.6025,\n", + " 0.6437, 0.6300, 0.6269, 0.6288, 0.6218, 0.6324, 0.6286, 0.6211, 0.6202,\n", + " 0.6334, 0.6525, 0.6213, 0.6393, 0.6333, 0.6316, 0.6377, 0.6364, 0.6289,\n", + " 0.6342, 0.6112, 0.6209, 0.6371, 0.6302, 0.6346, 0.6272, 0.6218, 0.6665,\n", + " 0.6390, 0.6836, 0.6314, 0.6834, 0.6381, 0.6403, 0.6628, 0.6905, 0.6079,\n", + " 0.6166, 0.6367, 0.6341, 0.6005, 0.6061, 0.6538, 0.6669, 0.6125, 0.6143,\n", + " 0.6157, 0.6322, 0.6397, 0.6320, 0.6501, 0.6304, 0.6317, 0.6289, 0.6107,\n", + " 0.6380, 0.6405, 0.6143, 0.6522, 0.6047, 0.6076, 0.6453, 0.6347, 0.6345,\n", + " 0.6315, 0.6294, 0.6553, 0.6169, 0.6251, 0.6510, 0.6221, 0.6401, 0.6853,\n", + " 0.6214, 0.6307, 0.6428, 0.6185, 0.6171, 0.6550, 0.6437, 0.6276, 0.6232,\n", + " 0.6212, 0.6536, 0.6362, 0.6159, 0.6311, 0.6680, 0.6267, 0.6330, 0.6212,\n", + " 0.6301, 0.5318, 0.6436, 0.6386, 0.6399, 0.6273, 0.6604, 0.6951, 0.6258,\n", + " 0.6358, 0.6286, 0.6141, 0.6586, 0.6308, 0.6431, 0.6485, 0.6303, 0.6178,\n", + " 0.6410, 0.6356, 0.6644, 0.6729, 0.6194, 0.6183, 0.6338, 0.6260, 0.6120,\n", + " 0.6670, 0.6350, 0.6337, 0.6329, 0.6186, 0.6261, 0.6323, 0.5352, 0.6262,\n", + " 0.6402, 0.6480, 0.6291, 0.6221, 0.6568, 0.6198, 0.6312, 0.6352, 0.6188,\n", + " 0.6464, 0.6209, 0.6688, 0.6608, 0.6192, 0.6645, 0.6005, 0.6289, 0.6210,\n", + " 0.6187, 0.6294, 0.6319, 0.6159, 0.6647, 0.6350, 0.6330, 0.6304, 0.6271,\n", + " 0.6352, 0.6252, 0.6280, 0.6691, 0.6531, 0.7134, 0.6341, 0.6153, 0.6190,\n", + " 0.4560, 0.6633, 0.6192, 0.6314, 0.6253, 0.6157, 0.6236, 0.6331, 0.6351,\n", + " 0.6228, 0.6346, 0.6620, 0.6803, 0.6246, 0.6366, 0.6230, 0.6173, 0.7476,\n", + " 0.6356, 0.6460, 0.6094, 0.6203, 0.6758, 0.6076, 0.6733, 0.5315, 0.6364,\n", + " 0.6397, 0.6674, 0.6287, 0.6353, 0.6318, 0.6663, 0.6376, 0.6200, 0.6303,\n", + " 0.6224, 0.6362, 0.6235, 0.6183, 0.6421, 0.5906, 0.6244, 0.6254, 0.6406,\n", + " 0.6402, 0.6670, 0.6475, 0.6141, 0.6419, 0.6289, 0.6276, 0.6012, 0.6322,\n", + " 0.6502, 0.6098, 0.6163, 0.6439, 0.6441, 0.6198, 0.6096, 0.6438, 0.6417,\n", + " 0.6207, 0.6221, 0.6314, 0.6346, 0.6424, 0.6505, 0.6197, 0.6626, 0.6280,\n", + " 0.6274, 0.6147, 0.6576, 0.6521, 0.6229, 0.6307, 0.6542, 0.5951, 0.6398,\n", + " 0.6278, 0.6261, 0.6218, 0.6329, 0.6784, 0.6857, 0.6377, 0.6338, 0.6250,\n", + " 0.6533, 0.6379, 0.6497, 0.4800, 0.6291, 0.6451, 0.6843, 0.6271, 0.6006,\n", + " 0.6481, 0.6145, 0.6409, 0.6265, 0.6621, 0.6242, 0.6424, 0.6176, 0.6414,\n", + " 0.6487, 0.6233, 0.6266, 0.6764, 0.6153, 0.6282, 0.6213, 0.6218, 0.6077,\n", + " 0.6760, 0.6448, 0.6194, 0.6133, 0.6627, 0.6620, 0.6123, 0.6447, 0.6276,\n", + " 0.6074, 0.6355, 0.2733, 0.6234, 0.6448, 0.6281, 0.6408, 0.6209, 0.6348,\n", + " 0.5948, 0.6265, 0.6288, 0.6523, 0.6324, 0.6185, 0.6138, 0.6167, 0.6319,\n", + " 0.6588, 0.6490, 0.6170, 0.6269, 0.6300, 0.6341, 0.6205, 0.6115, 0.6197,\n", + " 0.6779, 0.6323, 0.6168, 0.6396, 0.6188, 0.6363, 0.6000, 0.6344, 0.6188,\n", + " 0.6309, 0.6176, 0.6522, 0.6386, 0.6353, 0.6329, 0.6167, 0.6441, 0.6369,\n", + " 0.6345, 0.6275, 0.6363, 0.6353, 0.6486, 0.6287, 0.6268, 0.6261, 0.6385,\n", + " 0.5896, 0.6288, 0.6216, 0.6141, 0.6393, 0.6453, 0.6181, 0.6181, 0.6344,\n", + " 0.6263, 0.6077, 0.6241, 0.6399, 0.6224, 0.6326, 0.6354, 0.6133, 0.6352,\n", + " 0.6321, 0.6392, 0.6411, 0.5365, 0.6179, 0.6134, 0.6166, 0.6293, 0.6133,\n", + " 0.6500, 0.6387, 0.6225, 0.6784, 0.6560, 0.6243, 0.6406, 0.6288, 0.6380,\n", + " 0.6308, 0.6276, 0.6754, 0.6355, 0.6390, 0.6337, 0.6624, 0.6925, 0.6277,\n", + " 0.6035, 0.6296, 0.6262, 0.7089, 0.6599, 0.6311, 0.6430, 0.6382, 0.6258,\n", + " 0.6512, 0.6338, 0.6338, 0.6218, 0.6266, 0.6353, 0.6361, 0.7031, 0.6023,\n", + " 0.6456, 0.6385, 0.6299, 0.6390, 0.6515, 0.6246, 0.6396, 0.6430, 0.6355,\n", + " 0.7782, 0.6255, 0.6211, 0.6263, 0.6885, 0.6084, 0.6313, 0.6296, 0.6192,\n", + " 0.5809, 0.6468, 0.6258, 0.6383, 0.6193, 0.6281, 0.6406, 0.6237, 0.6258,\n", + " 0.6268, 0.5954, 0.6637, 0.6102, 0.6271, 0.6270, 0.6300, 0.6493, 0.6270,\n", + " 0.6391, 0.6346, 0.6552, 0.6556, 0.6211, 0.6292, 0.6225, 0.6489, 0.6339,\n", + " 0.6224, 0.6588, 0.6057, 0.6201, 0.6219, 0.7086, 0.6325, 0.6385, 0.6228,\n", + " 0.6193, 0.6111, 0.6333, 0.6416, 0.6281, 0.6128, 0.6520, 0.6238, 0.6236,\n", + " 0.6303, 0.6492, 0.6139, 0.6293, 0.6339, 0.6194, 0.6279, 0.6479, 0.6316,\n", + " 0.6276, 0.6436, 0.6213, 0.6427, 0.6065, 0.6271, 0.6237, 0.6408, 0.6397,\n", + " 0.6151, 0.7299, 0.6305, 0.6353, 0.6369, 0.6307, 0.6365, 0.6394, 0.6501,\n", + " 0.6402, 0.6174, 0.6086, 0.6521, 0.6170, 0.6230, 0.6358, 0.6497, 0.6148,\n", + " 0.6285, 0.6630, 0.6186, 0.6260, 0.6180, 0.6201, 0.6336, 0.6081, 0.6540,\n", + " 0.6130, 0.6145, 0.6939, 0.6317, 0.6149, 0.7039, 0.6160, 0.6272, 0.6087,\n", + " 0.6282, 0.6575, 0.6640, 0.6269, 0.6428, 0.6156, 0.6506, 0.6301, 0.6189,\n", + " 0.6474, 0.6188, 0.6614, 0.6475, 0.6764, 0.6282, 0.6363, 0.6255, 0.6093,\n", + " 0.6269, 0.6226, 0.6362, 0.6387, 0.6603, 0.6926, 0.6305, 0.6326, 0.5934,\n", + " 0.6091, 0.5922, 0.6331, 0.6759, 0.6226, 0.6200, 0.6283, 0.6323, 0.6834,\n", + " 0.6318, 0.6485, 0.6731, 0.6307, 0.6407, 0.6428, 0.6478, 0.6101, 0.6382,\n", + " 0.6248, 0.6563, 0.6270, 0.5176, 0.6143, 0.6567, 0.6277, 0.6234, 0.6273,\n", + " 0.6230, 0.6163, 0.6253, 0.6246, 0.6219, 0.6437, 0.6163, 0.6394, 0.6223,\n", + " 0.6381, 0.6711, 0.6193, 0.6341, 0.6202, 0.6306, 0.6855, 0.6169, 0.6608,\n", + " 0.6413, 0.6073, 0.6099, 0.6886, 0.6545, 0.6303, 0.6289, 0.6170, 0.6146,\n", + " 0.6222, 0.6569, 0.6391, 0.6498, 0.6231, 0.6311, 0.6149, 0.6380, 0.6652,\n", + " 0.6179, 0.6393, 0.6344, 0.6307, 0.6375, 0.6570, 0.6364, 0.6536, 0.6366,\n", + " 0.6939, 0.6344, 0.6406, 0.6145, 0.6104, 0.6540, 0.6684, 0.6228, 0.6354,\n", + " 0.6247, 0.6329, 0.6069, 0.6222, 0.6401, 0.6184, 0.6320, 0.6253, 0.6561,\n", + " 0.6311, 0.6098, 0.6296, 0.6345, 0.6655, 0.6368, 0.6417, 0.6204, 0.6167,\n", + " 0.6496, 0.5092, 0.6322, 0.6467, 0.6442, 0.6169, 0.6217, 0.6171, 0.6479,\n", + " 0.6395, 0.6242, 0.6299, 0.6305, 0.6158, 0.6503, 0.6288, 0.6161, 0.6538,\n", + " 0.6713, 0.6220, 0.6196, 0.6965, 0.6285, 0.6369, 0.6248, 0.6180, 0.6288,\n", + " 0.6421, 0.6326, 0.6461, 0.6799, 0.6320, 0.6065, 0.6553, 0.6395, 0.6489,\n", + " 0.6506, 0.6355, 0.6255, 0.6291, 0.6445, 0.6394, 0.6475, 0.6315, 0.6116,\n", + " 0.6204, 0.6243, 0.6288, 0.6222, 0.6340, 0.6689, 0.6636, 0.6397, 0.6240,\n", + " 0.6251, 0.6379, 0.6349, 0.6577, 0.6313, 0.6256, 0.6191, 0.6826, 0.6339,\n", + " 0.6188, 0.6248, 0.6788, 0.6242, 0.6443, 0.6252, 0.6199, 0.6232, 0.6255,\n", + " 0.6361, 0.6255, 0.6459, 0.6494, 0.6014, 0.7048, 0.6307, 0.6436, 0.6340,\n", + " 0.6423, 0.6538, 0.6481, 0.6516, 0.6327, 0.5313, 0.6531, 0.6167, 0.6196,\n", + " 0.6541, 0.6369, 0.6306, 0.6473, 0.6102, 0.6082, 0.6307, 0.6290, 0.6272,\n", + " 0.6281, 0.6218, 0.6398], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.3461e-03, -1.9894e-02, 4.6285e-02, 1.5851e-02, -4.2569e-02,\n", + " -1.3283e-02, -9.1369e-03, -3.3534e-02, 2.5846e-02, -3.6451e-02,\n", + " -6.1155e-02, 3.0418e-02, 1.7200e-02, 1.2180e-02, -3.3043e-03,\n", + " -4.8502e-02, 5.4115e-04, -9.2394e-02, 1.0380e-02, 1.1926e-02,\n", + " -5.8754e-02, -6.8212e-03, 4.3755e-03, -4.5268e-02, 5.5810e-03,\n", + " -4.1087e-02, -4.8185e-02, -5.1641e-02, -9.1535e-02, -4.0457e-02,\n", + " -2.7150e-02, -4.6665e-02, -1.1590e-02, -7.6277e-02, -4.2056e-02,\n", + " -5.7515e-02, -2.7733e-02, -7.7364e-02, 6.9931e-03, -5.9466e-02,\n", + " 5.3589e-02, -2.0961e-02, -4.5835e-02, -6.9220e-02, -1.0842e-01,\n", + " -1.9135e-02, -1.3539e-01, -1.7333e-03, -1.0963e-01, -1.1798e-01,\n", + " -2.1245e-02, 4.4968e-02, 3.4347e-02, -2.5082e-02, -8.8453e-02,\n", + " -8.9132e-03, -2.2133e-03, -6.2073e-02, -5.2548e-04, -6.9640e-02,\n", + " 4.3890e-02, -8.3953e-02, 2.0464e-02, 5.0537e-02, -4.3895e-02,\n", + " -4.7470e-02, -9.3629e-04, -5.9144e-02, 3.3087e-02, 9.0344e-04,\n", + " 2.1959e-02, -2.3260e-02, -6.6600e-02, -5.4183e-02, -1.2760e-02,\n", + " -8.5299e-02, 4.8837e-02, -4.9116e-02, 4.0889e-02, 3.1605e-02,\n", + " 3.4653e-02, -3.4898e-02, -5.1033e-02, 1.9560e-02, -5.7742e-02,\n", + " -3.7249e-02, 2.8692e-02, -1.3316e-02, -4.7234e-02, 2.9975e-02,\n", + " 1.4817e-02, -7.7454e-02, 5.3532e-02, -1.5101e-02, -4.1975e-02,\n", + " -1.1653e-01, -4.0040e-02, -1.4511e-02, 2.9632e-02, -9.7741e-03,\n", + " -8.1774e-02, -7.5635e-02, -9.0471e-02, -2.8863e-02, -1.0929e-01,\n", + " -1.9059e-02, -2.8311e-02, 4.8349e-02, -5.1201e-02, -2.3034e-02,\n", + " -3.5799e-02, -3.8083e-02, 1.2375e-02, 2.0018e-02, -2.0495e-02,\n", + " 3.5751e-02, -2.9506e-03, 3.5649e-02, -2.2652e-03, -7.3649e-03,\n", + " 3.4992e-02, 1.1655e-01, -3.2204e-03, -3.2992e-02, 1.1133e-02,\n", + " 5.0059e-02, 1.0109e-02, -3.6496e-03, -3.4484e-02, -1.2807e-01,\n", + " -6.3418e-03, -1.3855e-03, -6.3614e-03, -3.4011e-02, 6.4414e-02,\n", + " -1.1152e-01, -4.5309e-02, -2.4458e-03, 3.8958e-02, -3.5377e-02,\n", + " -1.1892e-02, -4.7690e-03, 3.9924e-02, -2.8776e-02, -1.5479e-02,\n", + " -8.6420e-02, -3.7144e-02, 2.9788e-02, -6.6552e-02, 3.1951e-02,\n", + " 5.6070e-03, 5.7415e-02, 7.2993e-02, -7.0931e-02, 1.5957e-02,\n", + " 8.3283e-02, -1.4200e-02, -7.0544e-02, -1.1789e-01, -1.1684e-02,\n", + " 2.3768e-02, 5.1856e-02, -1.8541e-02, 5.1044e-02, -6.6014e-02,\n", + " -7.0924e-02, 3.6743e-03, -9.4640e-02, -5.0436e-02, -5.2546e-02,\n", + " -2.4143e-02, -1.7134e-02, 1.8747e-02, -5.1428e-03, -7.9001e-02,\n", + " 5.7671e-02, 9.3698e-02, -3.3379e-02, -5.0376e-02, -7.9511e-02,\n", + " 1.3052e-01, 1.4976e-02, -1.7266e-02, -3.8186e-02, -1.4686e-02,\n", + " -6.0080e-02, -6.1968e-02, 6.4466e-03, 3.3904e-02, 9.1657e-03,\n", + " -3.3732e-02, -1.1071e-01, -1.0519e-02, -6.0141e-04, 4.4024e-02,\n", + " -5.1106e-02, 1.0253e-02, 1.2218e-01, -7.0053e-03, 2.8158e-02,\n", + " -4.4821e-02, -2.7442e-02, 3.9209e-02, 5.1164e-02, -8.5783e-02,\n", + " 4.3804e-02, 4.2881e-02, -6.2721e-02, 4.4046e-02, -6.1240e-02,\n", + " -1.3413e-02, -6.9396e-02, 4.2974e-02, -8.8764e-02, -4.5121e-03,\n", + " -2.9662e-02, 5.5994e-02, -6.8597e-02, -4.9121e-02, 4.4877e-03,\n", + " 3.2838e-02, -6.2602e-02, -1.9148e-02, 5.5441e-03, -7.5632e-02,\n", + " -1.1891e-01, 3.6709e-02, -1.0153e-01, -3.3007e-02, 1.2996e-03,\n", + " -5.4093e-02, -4.5864e-02, -1.0291e-01, 1.7535e-03, 6.1727e-02,\n", + " -2.1266e-02, -8.1250e-03, -3.6417e-02, 4.2391e-02, 3.1332e-02,\n", + " -4.2671e-02, -1.9608e-03, -4.9377e-02, 1.9157e-02, -3.1282e-03,\n", + " -3.2789e-02, 4.4702e-02, -7.5857e-02, -7.6272e-02, -4.3770e-02,\n", + " -5.8095e-02, -9.6655e-02, -2.2400e-02, -2.8436e-02, 7.7737e-02,\n", + " -8.0331e-02, -4.7472e-02, 7.3887e-03, 2.6763e-02, -5.7786e-02,\n", + " -6.0987e-02, -3.2469e-02, -3.1629e-02, -1.2727e-01, -5.1392e-02,\n", + " -6.6688e-02, -1.9219e-01, -5.1794e-02, 2.4553e-03, 2.9904e-02,\n", + " 8.0934e-02, -3.0436e-02, 1.5577e-02, -7.2660e-02, -3.3336e-02,\n", + " -5.3065e-02, 1.1671e-01, 1.0026e-04, 1.9790e-03, -6.5624e-02,\n", + " -4.3014e-02, -1.0482e-02, 4.8351e-02, -8.9676e-02, 6.5467e-02,\n", + " -2.4850e-02, 1.4410e-02, -9.7899e-02, -1.1841e-01, 1.1648e-02,\n", + " 1.5642e-02, 4.3354e-02, -2.9421e-02, -5.1757e-02, -1.1092e-02,\n", + " -3.3445e-02, -2.2702e-02, 8.9328e-02, -6.5749e-02, 1.3442e-02,\n", + " 3.7518e-02, 3.1988e-02, -9.5302e-02, -4.4028e-02, -1.5638e-02,\n", + " -3.1500e-02, -1.3504e-02, 2.7924e-03, 2.2506e-01, -5.3851e-02,\n", + " -2.0857e-02, 4.1186e-03, -2.5374e-02, -2.3853e-02, 6.7087e-02,\n", + " -1.5815e-02, -3.7528e-03, 3.4893e-02, -2.6880e-02, 4.4248e-02,\n", + " -3.1470e-02, -3.4574e-02, -9.8893e-03, 6.6473e-02, -7.7952e-02,\n", + " -3.0651e-02, -4.4723e-02, 1.6922e-02, -8.1135e-02, -3.1212e-02,\n", + " -2.7336e-02, -4.2488e-02, -9.1422e-02, 6.7794e-02, -3.8465e-02,\n", + " -8.5077e-04, -4.9080e-02, -1.6648e-02, -5.0307e-02, 7.3965e-02,\n", + " -2.5469e-02, -1.5340e-02, -1.3841e-02, -5.3395e-02, 3.1235e-02,\n", + " -4.4601e-02, -3.0874e-02, 1.3887e-02, -1.5264e-02, -4.4242e-02,\n", + " -8.1788e-02, 3.6415e-02, -1.0788e-01, -6.9351e-02, -2.4133e-02,\n", + " -1.9062e-02, 3.4992e-02, -6.9762e-02, -5.6817e-02, -1.0014e-02,\n", + " -5.2109e-02, 6.1807e-02, -9.6213e-02, -3.5930e-02, -9.8491e-02,\n", + " -8.2680e-03, 4.1227e-03, -9.1548e-02, -3.5262e-02, -7.2005e-03,\n", + " -3.6008e-02, -3.1894e-02, -9.3911e-02, 1.2452e-02, 3.7334e-02,\n", + " -3.6833e-02, 1.2549e-02, 6.3336e-02, -2.8293e-02, -6.2196e-02,\n", + " -5.1179e-02, -2.1169e-02, -2.2330e-02, 1.7721e-02, -5.7899e-02,\n", + " -1.0315e-01, -8.9405e-03, -5.2078e-03, -5.5555e-02, 1.6670e-02,\n", + " 1.2780e-01, 5.6130e-02, 6.1353e-03, -5.0181e-02, 5.3761e-02,\n", + " -1.5701e-03, -2.8827e-02, 5.8172e-02, 2.3896e-02, -7.4967e-02,\n", + " -5.9917e-02, -1.2450e-02, 2.4290e-02, 1.0785e-01, -1.6169e-02,\n", + " -6.5232e-02, 2.7714e-02, -6.4520e-02, 8.3731e-02, -4.5130e-02,\n", + " -1.9344e-03, -4.9180e-02, -2.6595e-02, -2.3764e-02, -5.1821e-02,\n", + " -5.2828e-02, 5.9051e-03, -3.1387e-02, 1.5917e-02, -6.3710e-03,\n", + " -9.6739e-03, -1.7171e-01, -1.5133e-02, -3.4919e-02, -6.6834e-02,\n", + " -2.9504e-02, 7.5407e-03, -5.1922e-03, -7.4846e-02, -1.5151e-02,\n", + " -7.9631e-02, -2.6341e-02, -1.5012e-01, 2.2460e-02, 1.0107e-02,\n", + " -2.5778e-02, -2.6850e-05, -2.0127e-02, -3.9769e-02, -1.5528e-02,\n", + " -2.5348e-02, -6.8829e-02, 3.4717e-02, -2.0053e-03, -5.0096e-02,\n", + " 5.8816e-02, 4.7402e-02, -1.0247e-01, -2.6462e-02, -4.4910e-02,\n", + " -2.1627e-02, -4.0818e-02, -1.4128e-02, -9.3792e-04, -6.7596e-02,\n", + " -6.2011e-02, -4.6467e-02, -6.8064e-03, 7.3054e-02, -4.7341e-02,\n", + " -1.4687e-02, -3.7106e-02, -1.4129e-01, -9.2913e-02, -1.1632e-02,\n", + " -5.4049e-02, -5.8600e-02, 5.4550e-02, -3.9708e-02, -9.0867e-02,\n", + " -5.5624e-02, -2.0226e-02, -1.3310e-02, 4.2342e-02, -2.7498e-02,\n", + " -1.5261e-02, -5.2250e-02, -7.4362e-02, 5.7417e-02, -6.4251e-02,\n", + " -5.5464e-02, 5.9414e-03, 1.3054e-02, 3.2055e-02, 9.2786e-03,\n", + " 9.6044e-04, 9.5211e-02, 3.8422e-02, -1.6226e-03, -2.5338e-02,\n", + " -6.2656e-03, -8.6946e-03, -4.5840e-02, -5.9405e-02, -2.9124e-02,\n", + " 1.0008e-02, -4.2456e-02, 6.5832e-02, 4.8613e-02, -4.0501e-02,\n", + " -4.6531e-02, -1.5976e-02, -4.6823e-02, -1.7073e-02, -1.7184e-04,\n", + " 9.7579e-02, 1.2385e-02, -1.8580e-02, -2.3771e-02, 5.3708e-03,\n", + " -6.2866e-02, -6.6282e-02, 3.2546e-02, -5.4184e-02, 9.1790e-02,\n", + " -1.0412e-01, -9.0681e-02, 5.6900e-03, -3.8840e-02, -7.4245e-02,\n", + " -4.6258e-02, -1.0141e-02, 2.7948e-03, -9.8402e-02, -5.7454e-02,\n", + " 8.9371e-03, -4.7653e-02, -3.5983e-05, 3.6370e-02, -6.8060e-03,\n", + " -1.2731e-01, -2.8675e-02, 2.9252e-02, 7.4892e-02, -1.2447e-02,\n", + " -2.8557e-02, 1.0087e-01, 1.0119e-02, 3.5378e-02, 4.1354e-02,\n", + " -3.4999e-02, 6.8073e-02, -8.3200e-02, 1.2770e-03, -5.2315e-02,\n", + " -7.4785e-03, -6.4946e-02, 1.3443e-02, -3.5037e-02, 2.9521e-03,\n", + " -3.4377e-02, -6.3584e-02, -5.1472e-02, 2.8725e-02, -7.8538e-03,\n", + " -1.0991e-03, 1.7426e-02, -6.5711e-02, -1.6871e-02, 2.3383e-02,\n", + " 2.2133e-02, -4.0960e-02, 1.2284e-02, -8.1919e-02, -2.2731e-02,\n", + " -4.7884e-02, -4.9796e-02, -4.8432e-02, -3.7191e-02, 8.0479e-03,\n", + " -4.7701e-02, 1.8650e-02, -1.0814e-01, 7.4144e-02, -3.5186e-02,\n", + " -1.3576e-01, -6.6604e-02, 3.8105e-02, 1.3714e-02, 7.7252e-03,\n", + " 5.0489e-02, 4.1594e-02, 5.2363e-02, -5.8934e-02, -2.5082e-02,\n", + " 1.9394e-02, -6.3943e-03, -3.7295e-03, 3.8858e-02, 1.0877e-02,\n", + " -7.3624e-02, -4.5368e-02, -4.7722e-02, -1.0537e-02, 1.5779e-02,\n", + " -9.4885e-02, 1.1391e-02, 4.5534e-02, -2.0946e-02, 2.2194e-02,\n", + " -2.3659e-02, -2.0593e-02, -9.2396e-02, -5.1322e-02, 3.7030e-02,\n", + " -2.6163e-02, -5.7035e-03, -1.9519e-02, -7.4590e-03, 5.5139e-02,\n", + " -5.2928e-02, -9.3105e-02, -9.0368e-02, -5.1391e-02, 4.1980e-03,\n", + " -1.1540e-01, -2.4661e-02, -1.2784e-02, 3.7718e-02, 9.8530e-03,\n", + " -5.9503e-02, -1.6615e-02, -1.0033e-01, -1.2805e-01, 3.3951e-02,\n", + " -6.6903e-02, -1.0696e-01, -2.2511e-02, 1.0136e-02, -8.9295e-02,\n", + " -5.8106e-02, -1.8917e-02, 3.0799e-02, -8.4209e-02, -4.7490e-02,\n", + " 3.4659e-02, -2.3828e-02, 1.0109e-02, -2.2014e-02, 1.3713e-01,\n", + " -8.5138e-02, 4.2718e-03, 3.1069e-03, 2.6038e-02, -1.7890e-02,\n", + " -3.1987e-02, -7.9456e-02, -2.1475e-02, -9.4370e-02, 8.7895e-03,\n", + " -2.8219e-02, -4.0465e-02, -1.3446e-02, -5.4235e-02, 3.6914e-02,\n", + " -5.9405e-02, -4.1999e-02, 7.6936e-03, -2.3912e-02, 2.7201e-02,\n", + " -8.1045e-02, -6.2674e-02, 6.0316e-03, -8.3956e-03, -9.7366e-02,\n", + " -2.8905e-02, -6.4466e-02, -4.1084e-02, -1.5809e-02, -3.3628e-02,\n", + " -7.5521e-04, 1.1060e-02, -3.0861e-02, -2.7453e-02, -2.2560e-02,\n", + " -4.0385e-02, 1.1128e-02, 3.2616e-02, 1.9923e-02, -5.2315e-02,\n", + " -6.3481e-02, 2.8915e-02, -4.1004e-02, 2.9585e-02, 7.3443e-02,\n", + " -3.7008e-02, -1.3618e-02, 7.0967e-02, 6.3854e-02, -3.6539e-02,\n", + " 5.6841e-03, -2.3552e-02, -2.3075e-02, -1.0181e-01, -3.1658e-02,\n", + " 7.5154e-02, -6.8950e-02, 1.7453e-02, -4.2651e-02, -8.9301e-02,\n", + " -1.1395e-01, -5.5166e-02, -6.5374e-02, -1.0342e-01, -1.0614e-01,\n", + " -2.7443e-03, -2.7233e-02, -7.5034e-03, 1.6079e-02, -3.1732e-02,\n", + " 2.1911e-02, -3.8058e-02, 1.2087e-02, 1.9566e-02, -2.1590e-02,\n", + " -1.8401e-02, -5.6781e-02, 6.9947e-02, 3.7185e-02, -6.0096e-03,\n", + " -5.5889e-02, -7.1291e-04, -2.1571e-02, -1.1587e-01, -1.2091e-02,\n", + " 1.6871e-02, 2.5919e-02, -1.1262e-01, -9.1336e-02, -4.0920e-02,\n", + " -8.1354e-03, 6.3578e-02, -1.0269e-02, 6.2887e-02, -7.6906e-02,\n", + " -2.2190e-02, -3.0619e-04, -1.7264e-02, 1.4001e-02, -6.2175e-02,\n", + " -3.0614e-02, -7.7598e-03, 7.8681e-02, -1.1139e-01, -9.4248e-02,\n", + " -5.5925e-02, 1.9979e-02, -4.3891e-02, -5.6174e-02, -7.6827e-02,\n", + " 5.8949e-02, 2.0870e-02, -6.9111e-02, -7.9080e-02, -2.0177e-03,\n", + " -2.2291e-02, -1.0346e-01, 2.1730e-02, 7.4742e-02, -3.9678e-02,\n", + " -7.2509e-02, -1.7938e-02, 8.0589e-03, -4.5611e-02, -8.8949e-03,\n", + " 1.6488e-02, 3.7573e-02, -1.7079e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.5976e-02, -3.8954e-03, 5.1814e-02, 2.2247e-02, -4.9372e-03,\n", + " -1.1203e-03, 2.6339e-02, 9.0639e-03, 3.8723e-02, -9.6557e-02,\n", + " 2.3311e-02, -2.0086e-02, 6.5490e-02, -5.1680e-02, 6.6156e-02,\n", + " -1.4721e-02, -4.5325e-03, -8.4059e-04, 1.3027e-02, -2.9770e-02,\n", + " 4.3693e-02, -1.4292e-02, 4.5489e-02, 4.5346e-03, 7.6859e-03,\n", + " -4.0926e-02, -1.1412e-02, 6.6037e-02, 6.7376e-02, 4.2859e-02,\n", + " -2.6975e-02, 3.5281e-05, -8.1483e-02, -3.7569e-03, 4.0570e-02,\n", + " -5.7694e-02, -8.3285e-03, -2.6218e-02, -4.7924e-03, -8.2249e-03,\n", + " -6.4672e-02, 1.9579e-03, 7.2015e-02, -2.2552e-02, 3.4110e-03,\n", + " -1.4251e-02, -8.3488e-03, 3.8957e-03, -5.5111e-02, -4.8916e-02,\n", + " -4.0505e-02, -3.5423e-02, 6.1806e-03, 9.7887e-04, 2.5234e-03,\n", + " 3.8691e-03, -7.2486e-03, -2.1082e-03, 1.9743e-03, -1.5894e-02,\n", + " -1.4470e-02, 3.2000e-03, 2.3056e-02, -4.6876e-02, -3.6722e-02,\n", + " -7.3898e-02, -4.4587e-03, 5.0023e-03, 6.9043e-03, 3.3589e-03,\n", + " 2.2775e-02, -3.1106e-03, 2.4767e-02, -4.8293e-02, -5.0632e-02,\n", + " 3.7559e-03, -8.8531e-03, 1.7421e-02, -5.2642e-03, -7.4719e-02,\n", + " -3.0047e-02, -5.3653e-02, 8.8173e-03, 6.1905e-02, -6.8883e-02,\n", + " -2.1225e-02, -8.6340e-03, -1.7548e-03, -8.5851e-02, 5.9378e-03,\n", + " 1.1967e-02, 2.0897e-03, -4.2413e-02, 8.7467e-03, 4.5203e-02,\n", + " -7.6098e-03, 1.8549e-04, 2.8614e-02, 2.0781e-03, -4.9508e-03,\n", + " -8.8196e-03, -3.4198e-03, 7.3986e-03, -1.7159e-03, 3.8593e-03,\n", + " -9.6255e-03, -1.3085e-02, -1.6207e-02, -4.1687e-02, 9.7658e-03,\n", + " 8.9834e-03, -5.8610e-03, -1.4935e-03, -5.3537e-02, 5.5583e-03,\n", + " -1.0870e-04, -8.4393e-02, -2.0534e-02, -8.6620e-02, 3.6078e-02,\n", + " 5.2120e-03, -1.4668e-02, 6.6004e-02, 3.5172e-02, 4.0267e-03,\n", + " -3.8512e-03, 4.1188e-02, -9.5374e-03, 8.4221e-03, 4.1511e-03,\n", + " 3.0034e-02, -6.3468e-04, -7.1196e-02, -7.6416e-02, 1.1497e-02,\n", + " 6.4726e-02, 2.7181e-03, 6.8666e-02, -4.0454e-03, 5.6817e-02,\n", + " 4.0652e-02, 1.6854e-02, -3.1005e-02, 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1.4132e-02, -1.1777e-02, 7.0576e-03, -1.1229e-02,\n", + " -1.0256e-02, -3.0035e-02, -3.0638e-03, 1.3067e-02, 1.0861e-02,\n", + " 5.8566e-02, -7.6218e-03, -5.1887e-03, -4.6288e-03, 5.5355e-03,\n", + " 7.2679e-02, -5.8685e-02, 1.8479e-02, -5.3238e-03, 6.6855e-02,\n", + " -1.4153e-02, -1.0367e-02, 1.9953e-02, -4.0999e-02, -2.1670e-03,\n", + " -4.4959e-03, -3.5326e-02, 3.8980e-02, -1.1234e-02, -3.1199e-03,\n", + " -1.5884e-02, 2.0611e-02, 2.4461e-03, -2.1509e-03, 5.7122e-02,\n", + " 5.6231e-02, -6.3469e-03, 3.8378e-03, 7.6445e-03, -3.4256e-03,\n", + " -1.8695e-02, -4.3274e-04, 2.8806e-02, -4.9924e-02, 3.1271e-02,\n", + " -4.2970e-02, 2.0461e-02, -5.6234e-02, 2.5810e-05, -1.4020e-03,\n", + " -1.7969e-02, -1.1418e-02, 8.4572e-03, 5.4102e-03, 2.1549e-02,\n", + " -3.1038e-02, 4.6863e-02, -1.0834e-02, 5.6062e-02, 1.6208e-02,\n", + " 1.5080e-02, -1.9071e-02, 5.0027e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0., 0.], requires_grad=True)],\n", + " 'weight_decay': 0.0}]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "optimizer_grouped_parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "41e8667f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.named_parameters()" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "de616245", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/lcxpt/ColossalAI/colossalai/kernel/op_builder/utils.py:94: UserWarning: [extension] The CUDA version on the system (11.8) does not match with the version (11.7) torch was compiled with. The mismatch is found in the minor version. As the APIs are compatible, we will allow compilation to proceed. If you encounter any issue when using the built kernel, please try to build it again with fully matched CUDA versions\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "optimizer1 = HybridAdam(model.parameters(), eps=1e-8)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "afed70a1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "HybridAdam (\n", + "Parameter Group 0\n", + " betas: (0.9, 0.999)\n", + " bias_correction: True\n", + " eps: 1e-08\n", + " lr: 0.001\n", + " weight_decay: 0\n", + ")" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "optimizer1" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "7ac17a38", + "metadata": {}, + "outputs": [], + "source": [ + "optimizer2 = Adam(optimizer_grouped_parameters, lr= 1e-3, eps=1e-8)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "f178ca8e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "torch.float32" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "optimizer1.param_groups[0]['params'][0].dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "20cca178", + "metadata": {}, + "outputs": [], + "source": [ + "from colossalai.zero.low_level import LowLevelZeroOptimizer" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "c5b37a7f", + "metadata": {}, + "outputs": [], + "source": [ + "from colossalai.interface import ModelWrapper, OptimizerWrapper" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "12834638", + "metadata": {}, + "outputs": [], + "source": [ + "zero_opt = OptimizerWrapper(optim=optimizer2)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "c3b57061", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'params': [Parameter containing:\n", + " tensor([[-0.0102, -0.0615, -0.0265, 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0.9090, 0.9128,\n", + " 0.8443, 0.9831, 0.9145, 0.9176, 0.8641, 0.8422, 0.3847, 0.8949, 0.9381,\n", + " 0.8940, 0.8285, 0.9439, 0.9318, 0.1185, 0.8464, 0.8418, 0.8703, 0.8623,\n", + " 0.8936, 0.9349, 0.8707, 0.9318, 0.9362, 0.9171, 0.9231, 0.8718, 0.9331,\n", + " 0.8409, 0.8814, 0.8905, 0.8714, 0.8592, 0.8775, 0.8865, 0.9147, 0.9135,\n", + " 0.7989, 0.8081, 0.8708, 0.9014, 0.2742, 0.8638, 0.8609, 0.8354, 0.9148,\n", + " 0.8464, 0.9376, 0.8697, 0.8553, 0.9501, 0.8380, 0.9075, 0.8760, 0.2617,\n", + " 0.1264, 0.9096, 0.5226, 0.8553, 0.9289, 0.8844, 0.9436, 0.8768, 0.8213,\n", + " 0.3509, 0.8355, 0.7795, 0.9288, 0.8961, 0.8741, 0.8785, 0.8789, 0.9082,\n", + " 0.9163, 0.8849, 0.8641, 0.8015, 0.9239, 0.7953, 0.8380, 0.8894, 0.9044,\n", + " 0.8646, 0.8414, 0.3916, 0.8405, 0.8416, 0.8593, 0.4864, 0.8912, 0.8796,\n", + " 0.8739, 0.8619, 0.9102, 0.8609, 0.8451, 0.8702, 0.8543, 0.8729, 0.9333,\n", + " 0.8829, 0.9353, 0.8981, 0.7935, 0.8589, 0.9080, 0.8970, 0.9057, 0.9114,\n", + " 0.8719, 0.8928, 0.8630, 0.8621, 0.9335, 0.9372, 0.8323, 0.8541, 0.8904,\n", + " 0.9081, 0.8410, 0.9020, 0.9285, 0.3199, 0.8969, 0.8276, 0.8606, 0.9147,\n", + " 0.8596, 0.9309, 0.8497, 0.4077, 0.8589, 0.8980, 0.8605, 0.8013, 0.3466,\n", + " 0.9165, 0.8924, 0.8898, 0.8680, 0.9268, 0.9153, 0.8970, 0.7476, 0.9126,\n", + " 0.8541, 0.8794, 0.8637, 0.8899, 0.8578, 0.3877, 0.8876, 0.8887, 0.9539,\n", + " 0.8464, 0.9220, 0.9094, 0.8906, 0.4427, 0.8934, 0.8639, 0.8826, 0.8951,\n", + " 0.9021, 0.9081, 0.8711, 0.9089, 0.9003, 0.8644, 0.8243, 0.4171, 0.8461,\n", + " 0.9071, 0.8809, 0.8440, 0.8420, 0.9303, 0.9043, 0.9185, 0.7761, 0.8801,\n", + " 0.8777, 0.8956, 0.8651, 0.3741, 0.9125, 0.8279, 0.8863, 0.9568, 0.9130,\n", + " 0.9308, 0.9037, 0.2834, 0.8967, 0.9063, 0.8815, 0.8595, 0.8862, 0.8595,\n", + " 0.9078, 0.8376, 0.8270, 0.8330, 0.9077, 0.8695, 0.8746, 0.8756, 0.8910,\n", + " 0.8326, 0.8960, 0.8280, 0.9293, 0.8439, 0.8843, 0.9747, 0.9029, 0.8918,\n", + " 0.8340, 0.9228, 0.8763, 0.5711, 0.8947, 0.9175, 0.8911, 0.8977, 0.8908,\n", + " 0.9205, 0.9037, 0.8681, 0.8172, 0.8671, 0.8722, 0.8607, 0.9117, 0.8887,\n", + " 0.8645, 0.8427, 0.8681, 0.9256, 0.8530, 0.6331, 0.8565, 0.8803, 0.7949,\n", + " 0.8887, 0.9112, 0.8817, 0.8718, 0.9304, 0.9084, 0.8746, 0.9361, 0.8845,\n", + " 0.8872, 0.8587, 0.8798, 0.8725, 0.8966, 0.3244, 0.8557, 0.7890, 0.8897,\n", + " 0.8419, 0.8509, 0.8581, 0.8828, 0.9216, 0.9017, 0.7707, 0.9108, 0.8098,\n", + " 0.9066, 0.8178, 0.9126, 0.9510, 0.8832, 0.8151, 0.8725, 0.8795, 0.8997,\n", + " 0.8967, 0.8649, 0.3751, 0.8935, 0.7732, 0.9368, 0.8688, 0.8896, 0.8816,\n", + " 0.8823, 0.9228, 0.8957, 0.9060, 0.9271, 0.9419, 0.8766, 0.8950, 0.8504,\n", + " 0.8929, 0.8664, 0.3603, 0.9116, 0.9117, 0.8619, 0.8388, 0.8478, 0.8033,\n", + " 0.8349, 0.8558, 0.8909, 0.9125, 0.8740, 0.8953, 0.8341, 0.8763, 0.8494,\n", + " 0.8897, 0.8818, 0.8597, 0.9161, 0.8733, 0.3575, 0.9128, 0.8563, 0.8596,\n", + " 0.8857, 0.8927, 0.8683, 0.8929, 0.9100, 0.8581, 0.8916, 0.9047, 0.9335,\n", + " 0.8936, 0.3576, 0.8567, 0.9137, 0.8022, 0.8484, 0.8865, 0.8539, 0.8018,\n", + " 0.7964, 0.8703, 0.8703, 0.8715, 0.9090, 0.9053, 0.7068, 0.8064, 0.8901,\n", + " 0.8739, 0.8705, 0.8710, 0.8932, 0.3423, 0.8911, 0.8759, 0.9116, 0.8306,\n", + " 0.9239, 0.8675, 0.8874, 0.9189, 0.8805, 0.9231, 0.8938, 0.0893, 0.8046,\n", + " 0.8052, 0.9390, 0.9132, 0.8941, 0.8958, 0.9140, 0.8667, 0.8548, 0.8387,\n", + " 0.8630, 0.1531, 0.9126, 0.8283, 0.9090, 0.3610, 0.8953, 0.8742, 0.8377,\n", + " 0.9150, 0.9009, 0.8382, 0.9282, 0.9210, 0.9416, 0.9298, 0.8366, 0.8120,\n", + " 0.8995, 0.9162, 0.9217, 0.8715, 0.8563, 0.9000, 0.8472, 0.8983, 0.8892,\n", + " 0.8823, 0.8943, 0.9088, 0.8511, 0.9041, 0.8712, 0.6926, 0.9088, 0.8996,\n", + " 0.8979, 0.3115, 0.9052, 0.8958, 0.8547, 0.9021, 0.9065, 0.8612, 0.9080,\n", + " 0.8559, 0.9115, 0.8740, 0.8124, 0.9029, 0.9070, 0.8975, 0.9285, 0.8457,\n", + " 0.8160, 0.8196, 0.8904, 0.8613, 0.9282, 0.8853, 0.8926, 0.9372, 0.9101,\n", + " 0.8404, 0.8816, 0.8422, 0.9576, 0.8314, 0.9008, 0.8606, 0.9050, 0.8172,\n", + " 0.9053, 0.8068, 0.3706, 0.8758, 0.8680, 0.9558, 0.8983, 0.8546, 0.8458,\n", + " 0.8926, 0.9333, 0.8657, 0.9090, 0.8623, 0.8937, 0.8931, 0.8624, 0.8948,\n", + " 0.8467, 0.8906, 0.8558, 0.8929, 0.9050, 0.9152, 0.9015, 0.9238, 0.8295,\n", + " 0.9300, 0.8609, 0.8456, 0.8952, 0.8212, 0.9223, 0.8452, 0.8642, 0.8961,\n", + " 0.8735, 0.8625, 0.9424, 0.9192, 0.8447, 0.8661, 0.1741, 0.8413, 0.8128,\n", + " 0.8900, 0.9181, 0.8831, 0.8919, 0.9229, 0.9022, 0.8878, 0.9241, 0.8676,\n", + " 0.9140, 0.8971, 0.8902, 0.8600, 0.4131, 0.8796, 0.8501, 0.8333, 0.9113,\n", + " 0.9093, 0.8881, 0.8883, 0.9446, 0.8709, 0.9057, 0.9258, 0.8367, 0.9239,\n", + " 0.9440, 0.8931, 0.8713, 0.9279, 0.9033, 0.9183, 0.9104, 0.8797, 0.8418,\n", + " 0.9657, 0.8738, 0.8632, 0.8565, 0.8197, 0.8892, 0.3128, 0.9198, 0.9016,\n", + " 0.8746, 0.8265, 0.9062, 0.8387, 0.7941, 0.8618, 0.8994, 0.8790, 0.8075,\n", + " 0.8651, 0.7939, 0.9075, 0.8526, 0.9196, 0.8239, 0.8574, 0.9099, 0.8529,\n", + " 0.8431, 0.8975, 0.9211, 0.9451, 0.8933, 0.9079, 0.8607, 0.7929, 0.8643,\n", + " 0.8873, 0.8862, 0.9134, 0.9299, 0.7502, 0.8474, 0.8630, 0.9158, 0.8375,\n", + " 0.9456, 0.8130, 0.8500, 0.9144, 0.9410, 0.8897, 0.8587, 0.8965, 0.8335,\n", + " 0.8710, 0.8764, 0.8918, 0.9459, 0.9261, 0.8914, 0.8858, 0.9025, 0.8341,\n", + " 0.8275, 0.9246, 0.8769, 0.7869, 0.9064, 0.8805, 0.8635, 0.9058, 0.8922,\n", + " 0.7889, 0.8703, 0.9371], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.5915e-02, -1.9551e-02, 2.4239e-02, 8.9046e-02, -6.2811e-02,\n", + " -1.3259e-02, 1.3368e-02, -1.2601e-02, 4.4289e-03, 3.5345e-02,\n", + " -4.7754e-02, -1.3850e-02, 4.9743e-03, -1.0346e-01, -7.5715e-02,\n", + " 2.6812e-02, -2.0635e-02, -4.3696e-02, -5.6391e-02, -8.6585e-02,\n", + " -8.4264e-03, -3.7167e-02, -4.3100e-02, -2.3440e-02, 2.0096e-02,\n", + " -6.8347e-03, -6.1792e-02, -4.7181e-02, 3.5398e-03, -5.6818e-03,\n", + " -4.0273e-02, -1.0445e-01, -3.0861e-02, -4.7370e-02, -5.1382e-02,\n", + " 5.2509e-02, -6.0150e-03, -6.3076e-02, -3.2632e-02, -1.0294e-02,\n", + " -2.6134e-02, 3.2977e-02, 2.3532e-02, -3.7834e-02, -7.1279e-02,\n", + " 1.8800e-02, -4.8075e-02, -2.5656e-02, -1.0538e-01, 4.4619e-03,\n", + " -2.8683e-02, -5.9236e-02, 1.2326e-02, 1.2549e-01, -5.6910e-02,\n", + " -7.5655e-02, -3.9333e-02, 6.9859e-03, -6.4214e-02, -4.6906e-02,\n", + " -2.1134e-02, -4.0144e-02, -7.7445e-02, -5.1023e-02, 2.9909e-02,\n", + " 2.6647e-02, -4.1158e-02, -9.2278e-02, -4.4493e-02, -1.9326e-02,\n", + " -5.7582e-02, -3.1668e-03, 3.4696e-03, -1.6554e-02, 2.3527e-02,\n", + " -4.8038e-02, 9.7797e-03, -1.0442e-01, -4.8437e-02, 7.3197e-03,\n", + " -1.9734e-02, -4.2070e-02, -7.4608e-02, -8.5390e-04, -5.0404e-02,\n", + " -5.9856e-02, -4.1895e-02, -1.5177e-02, -6.5195e-02, 1.3958e-02,\n", + " -5.3032e-02, -2.6719e-02, -8.8763e-02, -9.3736e-02, -7.9080e-03,\n", + " -7.2518e-03, -6.7675e-03, 1.1923e-02, -1.0729e-03, 5.0090e-02,\n", + " -1.4544e-02, 9.8045e-03, -2.7189e-02, -9.0469e-03, -2.6189e-02,\n", + " -5.1260e-02, 6.2072e-03, -4.5944e-03, -4.2397e-02, -8.6799e-02,\n", + " 1.0473e-01, -4.4651e-02, -1.2098e-03, 4.8902e-02, -6.6317e-02,\n", + " -6.5932e-02, -6.2869e-02, -4.5771e-03, -1.2409e-02, -3.4328e-02,\n", + " -3.1108e-02, 6.1508e-01, -5.7233e-02, -3.1616e-02, 3.6678e-02,\n", + " -1.2333e-02, -4.1743e-02, 7.6624e-02, -4.7894e-02, 5.1988e-03,\n", + " -3.1304e-02, -1.2102e-03, 2.2624e-02, -8.7661e-02, 2.3106e-02,\n", + " -8.2632e-03, -3.9954e-03, -2.6696e-02, -2.7406e-02, 1.2978e-01,\n", + " -1.6759e-03, -5.2163e-02, -4.4482e-02, -1.1419e-02, -7.6521e-02,\n", + " 6.3131e-01, -2.7994e-02, 1.8642e-02, 1.4419e-02, 1.1243e-02,\n", + " -1.5756e-02, -3.2812e-03, 7.8419e-02, -2.1316e-02, -1.7731e-02,\n", + " -1.7104e-02, -2.1411e-02, 2.1579e-03, 7.5490e-03, -1.7664e-01,\n", + " -6.4108e-04, -4.8799e-02, -1.0787e-02, 2.0321e-02, -2.7500e-02,\n", + " -1.5150e-02, -2.5434e-02, -1.0745e-01, 1.8762e-01, 2.7139e-02,\n", + " -5.7344e-02, -5.7125e-02, -7.7040e-02, -6.8253e-04, -2.8963e-02,\n", + " -5.5552e-01, -7.3063e-02, -2.8202e-02, -9.1884e-02, -5.5053e-02,\n", + " -9.9699e-03, -2.3530e-02, 2.2338e-02, 1.1792e-02, -3.9402e-02,\n", + " -4.2718e-02, -7.0445e-02, -8.4193e-02, -1.5879e-02, -3.8651e-02,\n", + " -9.6151e-03, 2.3536e-02, -2.7933e-02, 4.9370e-02, -3.2360e-03,\n", + " 4.4905e-03, -1.4351e-02, -4.7481e-02, 5.6372e-02, 2.5966e-02,\n", + " -2.2563e-02, -1.2718e-01, -4.2220e-02, -1.7046e-02, 3.3547e-02,\n", + " -6.6450e-02, -5.1126e-02, -1.2893e-02, 4.5700e-02, -5.0845e-02,\n", + " -4.1066e-03, 1.1188e-02, -9.1059e-02, -3.1550e-02, -3.3693e-02,\n", + " -8.1856e-02, -8.6929e-02, -4.9886e-02, -3.7611e-02, -7.4728e-02,\n", + " -8.2650e-02, -1.6736e-03, -3.9741e-02, -4.0385e-02, 2.5962e-02,\n", + " -1.1098e-01, -5.4296e-02, -5.1232e-03, -4.8667e-02, 3.3547e-02,\n", + " -7.9387e-03, 1.7725e-02, 4.1061e-02, 2.0418e-02, 8.8616e-03,\n", + " -2.1618e-02, -4.0198e-02, -1.0598e-01, -3.6634e-02, 1.2662e-02,\n", + " -2.1713e-02, 2.8119e-03, -3.4493e-02, -5.1686e-03, 1.8638e-02,\n", + " -1.2686e-01, 8.6229e-03, 2.7526e-02, -4.0473e-02, 1.8166e-02,\n", + " -5.8837e-03, -1.6472e-02, 1.7345e-02, -9.9164e-02, -5.7288e-02,\n", + " -5.2321e-02, 1.6784e-02, -4.9069e-02, -4.7374e-02, -5.9768e-02,\n", + " -3.3697e-02, -2.1515e-02, -6.7439e-02, -2.5190e-03, -4.5390e-02,\n", + " -6.3062e-02, -6.6929e-03, 7.1754e-03, -1.1063e-02, -6.1783e-03,\n", + " -3.5333e-04, -3.5153e-02, -4.2905e-02, -1.4619e-02, 3.9847e-02,\n", + " -2.7761e-02, -7.3141e-02, -1.0278e-02, -2.2473e-02, -8.3281e-03,\n", + " -4.7029e-02, -3.7808e-02, -1.4231e-03, -1.5028e-01, 1.4308e-02,\n", + " 1.9772e-02, -6.9576e-03, -8.7298e-03, -3.0035e-02, -2.1216e-02,\n", + " -1.8634e-02, -1.8011e-02, -1.8625e-02, -7.3722e-02, -1.1419e-02,\n", + " -5.4381e-02, -7.2602e-02, -5.6164e-02, 4.9254e-03, 2.8565e-02,\n", + " -3.2194e-02, 3.3299e-02, 9.2594e-03, -1.4165e-02, 6.2481e-03,\n", + " -9.1849e-02, -6.1673e-02, -1.9788e-02, 8.0208e-01, 3.8315e-03,\n", + " 7.3194e-03, -2.7890e-03, -4.5539e-02, 3.4170e-02, -5.8225e-02,\n", + " 4.7824e-02, -3.0348e-02, -9.3666e-03, -2.2191e-02, -4.2016e-02,\n", + " -3.2741e-02, -4.6574e-02, -3.0170e-02, 1.2240e-02, -4.0513e-02,\n", + " -5.1817e-02, -4.1886e-02, -6.0936e-02, -1.6476e-02, -4.5148e-02,\n", + " -5.2216e-02, -8.4434e-02, 4.1617e-02, 1.5191e-02, -6.4686e-03,\n", + " -7.0176e-02, -4.5118e-02, -1.1611e-03, -2.9325e-02, 1.9957e-02,\n", + " -3.3062e-02, -5.7241e-03, -3.4643e-02, -1.8349e-02, -3.8300e-02,\n", + " 4.2363e-02, -2.9268e-03, 1.6553e-02, -2.5765e-02, -5.7496e-02,\n", + " 2.9435e-02, -1.9588e-02, -5.3201e-02, -1.5394e-01, 6.0334e-03,\n", + " 3.9881e-02, 6.9188e-03, -6.4305e-02, -5.9645e-03, -5.3314e-02,\n", + " -3.7108e-02, -3.0492e-02, -5.4900e-02, -1.3776e-02, -4.4202e-02,\n", + " -1.3504e-02, 1.9884e-03, -6.2694e-02, -9.7083e-03, -2.9480e-02,\n", + " -4.7304e-02, -2.8082e-02, -5.3774e-02, -1.5157e-02, 3.7363e-02,\n", + " -7.8915e-03, -1.2612e-02, -3.1819e-02, 2.9497e-02, -6.3238e-02,\n", + " -4.4190e-02, 8.2589e-02, 3.4296e-03, -5.5870e-02, -1.4455e-03,\n", + " -4.9274e-02, -3.3716e-02, -1.6712e-03, -7.8818e-02, 1.3456e-04,\n", + " -4.2685e-02, -5.5039e-02, -8.0704e-04, -5.3792e-02, -4.3908e-02,\n", + " -4.2086e-02, -2.0246e-02, -9.8204e-03, 1.1588e-02, -5.2375e-03,\n", + " -1.0368e-01, 8.1678e-02, 2.4802e-02, -2.1297e-02, -9.7985e-03,\n", + " -5.9728e-02, 1.5593e-02, -2.7538e-02, -7.1796e-02, -2.6682e-02,\n", + " -9.7993e-03, -6.1281e-03, -1.3567e-02, 4.6011e-02, -3.6998e-02,\n", + " -2.9911e-02, -3.7790e-03, 6.2445e-02, -4.7371e-02, -2.5641e-02,\n", + " -3.3513e-02, 3.3076e-02, -3.4258e-03, -6.4098e-02, 6.2438e-03,\n", + " -2.5948e-03, -2.0595e-02, 5.8018e-03, -1.6952e-02, -3.1340e-02,\n", + " 9.2013e-03, 4.3807e-03, -2.9900e-02, -4.6831e-02, -3.2926e-02,\n", + " -4.3346e-02, -5.5193e-02, -3.0171e-02, -4.6218e-02, 4.4061e-03,\n", + " -9.8874e-02, -4.5176e-02, -1.1195e-02, -2.7977e-02, -7.3573e-02,\n", + " 1.1170e-02, 3.1528e-03, -3.4605e-02, 3.5081e-02, -2.1169e-02,\n", + " -8.5231e-02, -4.1800e-02, -7.9768e-03, -3.4629e-02, -5.7468e-02,\n", + " -4.7183e-02, -2.8348e-02, -3.6573e-02, -2.6794e-03, -1.7779e-02,\n", + " -1.4600e-02, -1.0303e-01, 3.5081e-03, -2.5528e-02, -4.9287e-02,\n", + " 3.8913e-02, -5.2635e-02, -9.3173e-02, -4.1900e-02, -4.4379e-03,\n", + " -4.4030e-02, -9.7478e-02, -2.3247e-03, -5.1886e-02, -1.7192e-02,\n", + " -1.0453e-01, -4.2942e-02, 1.8478e-02, 1.2559e-04, -1.8215e-02,\n", + " -2.0113e-02, -4.5295e-02, -1.4194e-01, -3.1605e-02, -6.3404e-02,\n", + " -3.7623e-02, -6.0113e-02, -1.3319e-02, 1.1182e-02, -1.3580e-02,\n", + " -2.4558e-02, 2.4573e-02, -6.4949e-02, 3.2738e-02, 2.5244e-03,\n", + " -4.8500e-02, -2.2500e-01, -2.6963e-02, -1.0417e-02, -4.8178e-02,\n", + " -5.7472e-02, 7.4324e-03, -3.0408e-02, 4.2802e-02, 2.3494e-02,\n", + " 7.9873e-02, -3.8498e-03, 3.8484e-03, -2.9699e-02, 1.0604e-02,\n", + " -3.2911e-02, 5.0820e-02, -5.2097e-02, -1.1356e-02, -1.6708e-02,\n", + " 8.7562e-03, -2.1074e-03, -7.0831e-02, 4.1871e-03, -6.0861e-02,\n", + " 9.9281e-03, -1.7498e-02, -4.1576e-02, -4.8107e-02, -3.5936e-04,\n", + " -3.7300e-02, -3.3615e-02, 9.3065e-03, -2.8743e-02, 3.3892e-01,\n", + " 1.5589e-02, -1.2075e-02, 6.6061e-03, -5.2829e-02, 1.5670e-03,\n", + " 4.6090e-03, -1.8197e-02, -1.4730e-02, -4.7913e-02, -5.0891e-02,\n", + " -4.0786e-02, 5.8770e-01, -6.4010e-02, -3.2896e-02, -4.6990e-02,\n", + " 3.4083e-02, -5.3831e-02, 8.2924e-03, -2.8368e-02, -7.9581e-02,\n", + " -3.3436e-02, -1.5637e-02, -4.1197e-02, -1.0807e-02, -4.7561e-02,\n", + " -2.3212e-03, -7.9414e-02, -6.0072e-02, -4.9086e-02, 2.9513e-02,\n", + " -2.1450e-02, -5.3149e-02, -3.6076e-02, -1.6571e-03, -6.2381e-02,\n", + " -6.6562e-02, -2.9433e-02, -4.5580e-02, 1.0057e-01, -4.5016e-02,\n", + " -3.4638e-02, 2.1939e-02, -3.1183e-02, 3.4385e-02, -5.1813e-02,\n", + " -8.3614e-02, -5.7168e-02, 1.2340e-03, -2.0756e-02, -2.6120e-02,\n", + " -4.4349e-02, 2.2629e-02, -3.6499e-02, -7.4934e-02, -5.3121e-02,\n", + " -3.3120e-02, -2.8963e-02, -7.9662e-02, -8.9498e-03, -4.6545e-03,\n", + " -1.6556e-02, 2.1857e-02, -2.8907e-02, -3.7812e-02, -5.4892e-02,\n", + " -3.4956e-02, -4.2588e-02, -7.1425e-02, 1.5524e-02, -3.1012e-02,\n", + " -6.1514e-02, 2.8281e-04, -1.8246e-02, -5.7785e-02, -7.1134e-02,\n", + " -1.8365e-03, -5.5846e-02, 1.3763e-02, 1.6217e-02, -3.6842e-02,\n", + " 8.6093e-03, -2.2123e-02, -3.4059e-02, 1.3480e-02, 2.1419e-02,\n", + " -5.8765e-02, -2.1433e-02, 1.2538e-02, 2.3434e-02, -5.7161e-02,\n", + " -4.8857e-02, -3.1402e-02, -3.3618e-02, 1.5734e-02, -1.7967e-02,\n", + " 1.1478e-02, 1.1616e-02, -5.8076e-02, -3.0479e-02, -7.3423e-03,\n", + " -1.0336e-02, -6.3839e-02, -6.6791e-02, -1.2612e-02, -3.2404e-02,\n", + " -6.7228e-02, -5.3619e-02, -2.7398e-02, -7.7866e-02, 5.1737e-02,\n", + " -2.5613e-02, 1.1497e-02, 1.3377e-02, -5.3409e-02, -4.9095e-02,\n", + " -2.2944e-02, 2.5084e-03, -2.5901e-02, -5.7878e-02, -6.1535e-02,\n", + " -1.7601e-02, 3.0494e-02, 1.9008e-04, -8.8127e-02, 4.1211e-01,\n", + " -5.1857e-02, -5.3548e-02, 1.5308e-02, -1.1714e-01, -2.2206e-03,\n", + " -1.2477e-03, 2.6556e-02, -3.5507e-02, -5.7006e-02, 3.4786e-02,\n", + " -4.6205e-03, -7.0835e-02, -2.1287e-02, -1.0036e-01, -8.3618e-03,\n", + " -1.0289e-01, -4.1975e-02, -3.5961e-05, -7.5675e-02, 1.9396e-02,\n", + " -3.7410e-02, 4.2746e-02, 5.0878e-03, 1.1096e-02, 1.6870e-02,\n", + " -4.5282e-02, -3.0101e-02, 4.7371e-03, -6.1676e-02, 4.0941e-02,\n", + " -3.1624e-02, -9.7934e-03, 1.2703e-02, -1.4288e-02, -8.3961e-02,\n", + " -7.7898e-02, -6.4819e-02, -3.2725e-02, -1.6302e-02, -2.3457e-02,\n", + " -1.1265e-02, -6.2687e-02, -7.6259e-02, -2.2835e-02, -2.5439e-02,\n", + " -2.4275e-02, -4.0159e-02, 1.8949e-02, -5.8023e-02, 9.1777e-02,\n", + " -6.6573e-02, -2.8843e-02, -1.1038e-01, 1.0182e-02, 5.3695e-02,\n", + " -5.3867e-02, -7.2295e-03, 1.9030e-02, -1.3369e-02, -6.8040e-02,\n", + " -8.5284e-03, -1.7947e-03, -4.6275e-02, 1.1811e-02, -2.4199e-02,\n", + " -1.1963e-02, -4.9817e-02, -3.2041e-02, -3.5187e-02, -1.6900e-02,\n", + " 5.3006e-02, -4.8574e-02, -5.8965e-03, 4.1262e-02, -4.1019e-02,\n", + " -1.0224e-02, -4.6405e-02, 2.5255e-02, -9.2840e-03, -5.2485e-02,\n", + " -4.3174e-02, -5.2193e-02, 1.9306e-02, 4.4194e-02, -6.9535e-02,\n", + " 2.6020e-02, -4.7134e-02, -4.4771e-02, 2.4170e-02, -3.9867e-02,\n", + " -2.1866e-02, -4.8301e-02, -1.4754e-02, 1.3661e-03, -1.0784e-01,\n", + " -3.0805e-02, -2.7660e-02, -4.8102e-02, -9.1866e-03, 7.9246e-03,\n", + " -7.7543e-02, 4.5545e-02, -2.2095e-02, 1.2343e-02, -4.7419e-02,\n", + " -3.0890e-02, -4.7592e-02, -3.6342e-02, 6.3097e-04, -4.9002e-02,\n", + " -2.9923e-02, 2.1318e-02, 3.0553e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.8489e-01, -3.3124e-01, -4.3010e-01, 3.7446e-01, -2.9812e-01,\n", + " 4.1033e-01, 1.3646e-02, 2.9376e-01, 2.3383e-01, -1.2945e-01,\n", + " 1.3669e-01, 4.5210e-01, -1.0082e-01, 1.1044e-01, 4.3167e-01,\n", + " 5.6541e-01, 3.0794e-02, -4.6629e-02, -3.1482e-01, -1.1942e-01,\n", + " 6.1346e-03, 6.2427e-03, 2.3396e-03, 4.7037e-01, -2.2886e-02,\n", + " -6.2375e-02, -7.1073e-02, 5.8564e-01, -4.2026e-01, -3.4540e-03,\n", + " 3.2105e-01, -1.8254e-02, -1.3706e-01, -2.3993e-01, 5.9321e-02,\n", + " -7.8094e-02, -7.2291e-02, -1.2547e-01, 5.4023e-01, -7.8405e-02,\n", + " -2.5014e-01, -4.0590e-01, -3.7391e-01, -1.3888e-01, -7.1713e-01,\n", + " -4.6858e-01, -1.2957e-01, -3.6054e-01, 3.2525e-02, 2.0976e-01,\n", + " 4.2818e-01, -1.9358e-03, 6.7248e-01, -1.7651e-01, 2.9992e-01,\n", + " -2.9333e-01, 4.1232e-01, 8.0839e-02, -1.7654e-01, -2.7399e-01,\n", + " 6.4752e-01, 6.0843e-02, -3.3030e-01, 1.7246e-01, 2.7914e-03,\n", + " -3.1521e-01, 8.2644e-02, -1.9958e-02, 2.1809e-01, 1.7399e-01,\n", + " -2.6624e-01, -4.0962e-01, 7.9974e-02, 1.9369e-01, -4.8293e-02,\n", + " -1.2614e-01, -1.9763e-01, -6.5171e-02, 1.5967e-01, -1.4000e-01,\n", + " 6.2880e-02, -2.7356e-01, -5.9934e-02, 2.3066e-01, -2.7862e-01,\n", + " 1.9154e-01, 2.3168e-01, 2.6202e-01, -8.6124e-02, 2.2699e-01,\n", + " 3.5047e-01, -2.3871e-01, -1.5331e-01, -2.2481e-01, 1.3997e-01,\n", + " 1.4192e-01, -8.3620e-02, 4.0302e-03, -1.8222e-01, 1.5280e-01,\n", + " 4.0887e-02, -5.8838e-02, 2.7807e-01, 1.7975e-01, 7.7742e-01,\n", + " -2.4235e-01, -2.4671e-01, 1.4599e-01, 6.3281e-03, -1.1179e-01,\n", + " 1.1025e-02, 2.8746e-01, 1.7988e-01, 7.7579e-02, 1.1463e-01,\n", + " -6.6896e-01, 1.1587e-01, 7.5706e-02, -8.8695e-02, -2.5169e-01,\n", + " 1.4984e-01, -7.2795e-02, -8.8063e-02, -1.2028e-01, -1.7058e-01,\n", + " 7.6667e-02, -2.1375e-01, 2.0073e-01, 1.9583e-01, 8.0408e-01,\n", + " -5.3779e-01, -1.1702e-02, -1.0567e-02, 1.0582e-01, -7.5998e-02,\n", + " 2.3731e-01, -1.5354e-01, -5.4487e-02, -2.0449e-01, -2.2857e-01,\n", + " 1.8506e-01, -5.7091e-02, 2.5378e-01, -7.9125e-01, -9.3032e-02,\n", + " 2.8279e-02, 1.9584e-01, -5.0331e-02, -7.9867e-02, -3.0853e-01,\n", + " 2.2363e-01, 8.4720e-01, 2.3935e-01, 2.2835e-01, -5.2848e-01,\n", + " 2.8211e-01, 2.5441e-01, 8.0123e-02, -1.5332e-01, 6.7468e-01,\n", + " 5.6864e-01, -5.2057e-01, 3.9703e-01, 2.6251e-01, -5.9847e-01,\n", + " 4.1609e-01, -7.9105e-03, -6.9898e-01, -2.0899e-01, -4.8142e-02,\n", + " -4.6933e-01, -6.8433e-01, 1.4434e-01, 3.4654e-01, -1.7598e-01,\n", + " -7.1655e-02, -6.9113e-01, -2.4736e-01, -1.2397e-01, 8.4316e-01,\n", + " -4.9706e-01, 5.6946e-01, 4.4711e-01, 6.4052e-02, 3.0408e-01,\n", + " -9.8506e-02, -6.5089e-01, -1.8741e-01, 5.7123e-01, -1.1437e-01,\n", + " -4.9258e-01, -2.9165e-01, -8.0386e-01, 1.0950e-01, 1.6421e-01,\n", + " -1.5547e-01, 9.8606e-02, -1.6412e-02, 4.8571e-01, -8.2606e-02,\n", + " 3.5631e-02, 7.2864e-02, 8.7598e-02, 5.9679e-01, -8.7582e-02,\n", + " -2.9564e-01, 1.0702e-01, -1.5818e-01, 1.1894e-01, 1.4497e-01,\n", + " 4.8879e-01, 3.0176e-03, 2.2842e-01, -4.2859e-01, -2.7235e-01,\n", + " -5.3011e-01, -5.5786e-01, -5.8997e-02, 7.9632e-01, -5.8626e-02,\n", + " -9.8919e-02, 3.2998e-01, -1.0507e+00, 1.3438e-01, 1.4008e-02,\n", + " -9.2981e-02, 1.5252e-01, -9.1765e-02, 1.0015e-01, 6.3314e-01,\n", + " 6.5774e-01, 6.1555e-02, -1.4645e-01, -3.5250e-01, -2.2083e-01,\n", + " -1.9874e-01, -1.8764e-01, 3.0088e-01, 2.3735e-02, 6.5133e-02,\n", + " -4.2923e-01, 7.1600e-02, -1.3129e-01, 8.2515e-02, -1.0584e-01,\n", + " -7.9495e-02, 9.3183e-03, 4.6218e-02, 1.2027e-01, 2.4649e-01,\n", + " -6.9316e-01, -1.2578e-02, -3.0331e-02, 1.2410e-01, -1.1400e-01,\n", + " -1.5678e-01, -1.6651e-01, 3.6195e-02, -2.3504e-01, -3.6726e-03,\n", + " -1.0161e-01, 3.6750e-01, 3.1852e-01, -5.9106e-02, 3.4217e-02,\n", + " -2.1754e-01, -2.3551e-01, 3.6103e-02, 2.1071e-01, 2.7611e-01,\n", + " -5.0213e-02, -3.7366e-01, -1.2157e-01, 4.2925e-01, -3.1812e-02,\n", + " 2.9549e-01, 4.0182e-02, 1.3434e-02, -9.9949e-02, 1.4390e-01,\n", + " 3.1268e-01, 1.8284e-01, 3.7054e-01, 3.5790e-01, -5.0184e-01,\n", + " 3.2587e-01, -4.4592e-02, -4.0465e-02, -5.2859e-02, -2.3924e-01,\n", + " 2.0782e-01, -1.1638e-01, 1.3380e-01, 2.2811e-05, -3.3404e-01,\n", + " 1.2057e-02, -4.9895e-01, 3.3536e-02, 6.2386e-04, -1.2601e-01,\n", + " 4.3579e-01, 2.9640e-01, -2.4240e-01, 1.9250e-01, -2.6214e-01,\n", + " -2.3481e-01, -2.2642e-01, 1.6777e-01, 6.1690e-02, -2.2819e-01,\n", + " -1.2938e-01, 1.3654e-01, -2.1470e-01, 2.1265e-02, 4.6027e-01,\n", + " 1.8301e-01, -1.4006e-01, -1.7721e-01, 1.1944e-01, 3.4722e-01,\n", + " -3.3319e-01, -2.6829e-01, 3.8216e-01, -2.3281e-01, 2.1406e-01,\n", + " -3.0431e-01, -1.9031e-01, 1.7175e-01, 2.1221e-01, -2.5501e-01,\n", + " 9.7685e-02, -1.5392e-01, 2.6573e-01, -2.4665e-02, 8.4981e-02,\n", + " 4.4930e-01, 3.4780e-02, -5.8937e-01, 6.6458e-02, -8.5723e-02,\n", + " -1.5427e-02, 4.0723e-01, -4.4214e-01, -2.1413e-01, -2.0542e-01,\n", + " -3.1949e-02, -4.7780e-01, 9.8478e-02, 1.2287e-01, -8.9370e-03,\n", + " -4.4878e-01, 2.8186e-02, 1.9152e-01, -3.1188e-01, -4.0081e-01,\n", + " -3.2500e-01, -6.2002e-01, 4.0043e-01, 1.5841e-01, 6.8662e-03,\n", + " -3.8604e-01, 2.0595e-01, -8.2857e-03, -3.3911e-01, 4.6291e-01,\n", + " 1.3700e-01, 1.8122e-01, 3.8649e-01, 3.1338e-02, -1.0855e-01,\n", + " -2.3737e-01, 1.7963e-01, 2.3472e-01, -1.3365e-01, -2.6631e-01,\n", + " 1.3512e-01, -2.9656e-01, -3.5300e-01, -1.1167e-01, 1.0656e-01,\n", + " 9.2364e-03, 4.1374e-01, -1.8846e-01, 6.8195e-02, 2.5161e-01,\n", + " 2.0155e-01, 1.7245e-01, -3.0406e-01, -5.3754e-01, -9.8802e-02,\n", + " -6.1822e-01, 6.0034e-02, -1.1062e-01, -3.4004e-01, -3.3975e-01,\n", + " -3.4871e-01, -6.2921e-01, -1.6038e-01, -2.0739e-01, -5.2669e-01,\n", + " 6.4463e-01, 1.9417e-01, 1.9179e-01, 3.1634e-01, 7.5406e-02,\n", + " 3.1964e-01, -1.9367e-01, 1.7780e-01, -2.4591e-01, 4.4233e-01,\n", + " 7.6408e-02, 1.8460e-01, -2.6214e-01, -2.4562e-01, -1.6472e-02,\n", + " -4.8757e-01, 1.0493e-01, 3.1760e-01, 4.1078e-01, 8.8522e-02,\n", + " -1.6435e-01, 6.7121e-01, -3.1974e-01, -2.9294e-01, -7.9923e-02,\n", + " 2.6307e-01, -2.3833e-01, 2.6378e-01, -3.9119e-03, 8.4737e-02,\n", + " 8.5894e-02, 1.8480e-02, 4.6933e-02, 4.9697e-02, -6.4783e-02,\n", + " -1.6955e-02, 2.4569e-01, -1.5759e-01, 4.2826e-01, 2.9507e-01,\n", + " -5.2655e-01, -3.5639e-02, 1.6804e-01, 1.8988e-01, -4.6370e-01,\n", + " -4.0561e-01, -1.0397e-01, 5.4172e-01, -9.5854e-02, -8.3530e-02,\n", + " 1.6633e-01, 9.7900e-02, 1.8279e-01, 2.3489e-02, 3.0400e-01,\n", + " 1.2061e-01, -3.8661e-02, -2.3256e-02, -7.8310e-03, -1.3773e-01,\n", + " -6.3753e-02, -1.2067e-02, 6.3794e-02, -8.2140e-02, -3.0764e-01,\n", + " 7.0755e-02, -2.2271e-02, 1.3317e-02, -1.8396e-01, 5.3562e-01,\n", + " -3.4545e-01, -1.6799e-01, 2.1540e-01, -1.3484e-01, -2.5042e-01,\n", + " 1.5494e-01, 1.3751e-01, 3.1874e-01, -3.5636e-01, -3.9095e-01,\n", + " 5.4927e-02, 1.7744e-01, -4.0647e-02, -3.4816e-01, -3.3862e-01,\n", + " 1.2014e-01, 1.0037e-01, 7.2566e-02, 1.9097e-01, -2.9248e-02,\n", + " -1.4208e-01, -2.4115e-02, 3.4548e-01, -1.6913e-02, -5.9503e-02,\n", + " -1.2607e-01, 1.2017e-01, -9.7285e-02, 1.8291e-01, -1.2640e-01,\n", + " 1.6645e-01, 3.5463e-01, -3.5151e-01, -1.0328e-01, 1.2796e-02,\n", + " -6.9293e-02, -1.5903e-02, -2.7752e-01, -2.8554e-02, -8.3444e-02,\n", + " 1.6626e-01, 7.4505e-02, -3.8310e-02, 2.3652e-01, 7.4211e-02,\n", + " 3.2458e-01, -9.5230e-02, -1.2735e-01, -1.4911e-01, 4.2945e-03,\n", + " 1.2329e-01, 4.5511e-02, 1.6727e-01, 1.5782e-01, -7.6551e-02,\n", + " 9.5974e-02, -1.1994e-01, 4.2694e-01, 1.2616e-01, 5.8838e-01,\n", + " -9.5423e-02, -1.8001e-01, 2.0003e-01, -1.6516e-01, -1.2687e-01,\n", + " 5.8683e-02, -4.1033e-01, -4.0685e-01, -2.2603e-01, -1.2122e-01,\n", + " -3.0156e-02, 2.9536e-01, -2.5043e-01, 4.9295e-01, -9.2336e-02,\n", + " -1.6443e-02, 1.8238e-01, 1.7239e-01, 1.0355e-01, 1.3262e-01,\n", + " -1.5995e-01, -8.9557e-02, -1.0280e-02, 1.8755e-01, -1.4478e-01,\n", + " 2.1211e-01, 8.2291e-02, -1.4416e-01, -5.9518e-02, -2.7810e-01,\n", + " -3.6406e-01, 2.0069e-01, -7.5342e-02, 5.3550e-01, 2.2564e-01,\n", + " 3.7749e-01, -2.0449e-01, -3.3006e-01, -1.8984e-01, -2.3725e-01,\n", + " 8.5168e-02, 1.1236e-01, -2.4219e-02, -1.2992e-02, -2.9712e-01,\n", + " 7.7757e-01, -3.4466e-01, -3.1202e-01, 3.0804e-02, -9.8628e-02,\n", + " 3.5855e-01, 1.8864e-01, 8.6580e-02, 8.1437e-02, -1.6036e-01,\n", + " -4.5756e-01, 1.1505e-01, 2.0563e-01, -2.4954e-01, 2.9659e-01,\n", + " -1.9837e-02, -2.7788e-01, 1.4430e-01, -1.7585e-01, -1.5643e-01,\n", + " 2.1243e-01, 5.4225e-01, -1.2717e-01, 3.5752e-02, -4.5371e-01,\n", + " 6.3445e-01, 4.4256e-01, -1.3321e-01, 2.4148e-01, -2.1610e-01,\n", + " 8.4087e-03, 5.7336e-01, 5.9437e-03, -1.8614e-02, 8.5323e-02,\n", + " 2.4101e-01, -1.6399e-01, -1.7986e-02, 3.5469e-01, -4.2490e-01,\n", + " -2.0145e-01, 3.1705e-01, 2.2076e-01, -3.3602e-02, -2.1430e-02,\n", + " 4.4792e-01, -2.9726e-01, -3.5473e-01, 9.7687e-02, -1.8860e-01,\n", + " -3.9589e-01, 2.6746e-01, 2.6482e-01, -5.1057e-01, 1.2503e-01,\n", + " 5.3045e-02, -1.5927e-01, 5.5048e-01, -2.0582e-01, -3.7131e-01,\n", + " 1.7405e-01, 4.1754e-01, 4.1048e-01, -1.1612e-01, -3.4101e-01,\n", + " -2.2326e-01, 2.6615e-01, 1.8053e-01, 2.1057e-01, 8.1299e-01,\n", + " -3.3159e-01, 3.0038e-01, 5.7480e-01, 2.1212e-01, 2.8898e-01,\n", + " 1.1549e-01, 1.2008e-01, -6.0377e-01, -2.1497e-01, 9.4900e-02,\n", + " -2.8878e-01, 5.4186e-01, 5.3945e-02, 7.6496e-02, 1.2587e-01,\n", + " -1.1557e-01, 6.9715e-02, -3.8356e-01, 1.2184e-01, 8.6199e-01,\n", + " -8.1979e-03, -4.3190e-02, 1.7237e-01, -1.3230e-01, 2.8381e-01,\n", + " 3.7719e-02, 7.2773e-02, 6.2169e-01, 6.9022e-02, -5.2975e-02,\n", + " 2.0351e-01, 2.5533e-01, -2.1431e-01, -5.0973e-01, 4.2319e-01,\n", + " 4.4431e-01, 6.4152e-02, -3.5149e-01, 8.8540e-02, -1.8374e-01,\n", + " 1.0901e-01, 9.6155e-02, 6.4958e-01, 2.1728e-01, -3.2295e-01,\n", + " 1.6695e-01, 6.9910e-02, 1.5084e-02, 1.0388e-01, -2.0169e-01,\n", + " 1.3433e-01, -9.2763e-02, -6.5765e-01, 4.1478e-02, -2.6200e-02,\n", + " -4.6310e-01, 4.0830e-01, -7.6598e-02, 4.2069e-01, 1.2944e-01,\n", + " 2.4124e-01, -7.1374e-02, -3.2460e-01, -9.6200e-03, -1.1448e-01,\n", + " -1.4036e-01, 3.8453e-01, -2.6108e-01, -4.5603e-02, -9.7946e-02,\n", + " -3.0831e-01, 3.4762e-01, 1.9457e-01, 9.4705e-03, -1.1948e-01,\n", + " 1.3706e-01, -2.1643e-01, -2.9995e-02, 3.2656e-01, 3.3158e-01,\n", + " -8.0044e-02, 5.4864e-02, -6.1310e-02, -1.6047e-01, -3.1118e-01,\n", + " 2.7460e-02, -7.0083e-02, 3.6356e-01, -2.5512e-01, 2.6982e-01,\n", + " -5.0741e-01, 9.1735e-02, 3.1772e-02, -1.3808e-01, -6.6558e-02,\n", + " -2.1381e-01, -2.6414e-01, -3.5044e-01, 5.4390e-02, -1.4077e-01,\n", + " 2.1261e-01, 4.7681e-01, -4.1564e-02, 2.3639e-01, 2.1278e-01,\n", + " 2.0354e-01, 1.2608e-01, -1.3074e-02, -1.4925e-01, 2.8512e-02,\n", + " 1.4976e-01, -7.3337e-03, -1.5981e-01, -1.3514e-01, -1.7065e-02,\n", + " 2.0874e-01, 5.1820e-02, 3.1308e-01, 1.6592e-02, -2.2513e-01,\n", + " 1.8471e-01, -1.1109e-01, -7.6860e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.0431e-03, 3.5106e-04, -2.4626e-03, -1.0567e-04, -1.1928e-03,\n", + " 2.6925e-03, 2.2769e-03, 8.4066e-04, 2.2366e-03, 8.5631e-04,\n", + " 9.5796e-04, 1.4070e-03, 6.3313e-04, -1.6668e-03, -3.9759e-03,\n", + " 1.9305e-03, 2.1245e-04, -6.6218e-03, -9.6426e-04, -1.3669e-03,\n", + " 2.8618e-03, 3.8692e-03, -5.1340e-04, 8.7632e-04, 5.8980e-04,\n", + " -3.4487e-03, -1.0480e-03, -2.9190e-04, -3.7491e-03, -1.1196e-02,\n", + " -3.0301e-03, -9.7091e-04, -1.7841e-03, 1.2603e-03, 1.1210e-03,\n", + " 1.1750e-03, -5.4153e-04, -3.1819e-03, 2.5912e-03, 2.1706e-04,\n", + " -3.3490e-04, -4.9331e-04, -1.8153e-03, -8.6359e-03, -2.5329e-03,\n", + " -3.0781e-03, -2.6580e-04, -5.3357e-04, 1.7155e-03, -4.6053e-04,\n", + " -1.3000e-03, 6.0365e-04, 9.6582e-04, -4.4838e-03, 1.1874e-03,\n", + " -1.5509e-03, 2.0464e-03, 2.3995e-03, 1.0435e-03, -7.9156e-04,\n", + " -1.9315e-03, 4.0070e-03, -1.5505e-03, -2.8468e-03, -4.1579e-03,\n", + " -2.2358e-03, 3.0939e-03, 2.3025e-03, -5.7412e-03, -6.5179e-04,\n", + " 1.4284e-03, 5.6102e-03, 7.5654e-05, -2.7413e-04, -2.3201e-04,\n", + " 7.3014e-03, 4.9583e-03, 2.7453e-03, -2.1549e-03, 5.1880e-03,\n", + " -5.8259e-04, 3.0841e-03, -1.7244e-03, -5.9742e-03, -2.4615e-03,\n", + " 3.6710e-03, 1.2727e-03, -9.1166e-03, 2.1024e-03, -2.0577e-03,\n", + " -2.7588e-04, 1.9125e-03, 2.1786e-04, 5.8409e-03, 4.5047e-04,\n", + " -6.4889e-03, 1.4768e-03, 7.0867e-04, 2.9707e-03, 3.7071e-03,\n", + " 6.1321e-04, -1.6805e-03, -1.0285e-03, 7.6123e-04, -3.7541e-03,\n", + " 1.3802e-03, 4.0661e-03, 1.3468e-03, 2.0691e-03, 7.0522e-04,\n", + " -1.0956e-03, 1.5189e-04, 1.0138e-04, 5.2394e-03, 6.2775e-04,\n", + " -7.7419e-04, -1.0243e-03, 2.2899e-03, 8.2127e-05, 3.4014e-04,\n", + " 3.2373e-04, -5.0135e-03, 4.9464e-03, -2.3620e-03, -3.2513e-03,\n", + " -9.0608e-03, 3.7853e-05, -3.1300e-04, 6.0969e-03, -5.0433e-03,\n", + " 2.2494e-03, -3.9667e-03, -2.5700e-03, 3.4893e-03, -3.4346e-04,\n", + " -1.0859e-02, -5.1781e-04, -2.5808e-03, 5.9745e-03, 6.7779e-04,\n", + " 5.6374e-03, 5.7691e-03, 4.9484e-04, -6.6995e-04, -3.0380e-04,\n", + " 2.7891e-03, 1.5116e-03, 6.7941e-03, 7.0579e-03, -7.1740e-04,\n", + " 1.2263e-03, -2.0803e-03, -1.2445e-02, 2.2425e-04, -2.5078e-03,\n", + " -4.8600e-04, 7.8770e-04, 2.2338e-04, -2.3877e-03, 1.7849e-04,\n", + " 1.0370e-03, -8.2332e-04, 5.0712e-04, -5.5647e-03, -7.7268e-03,\n", + " -3.3996e-03, -8.1165e-03, 4.8382e-03, -6.8620e-03, 3.7298e-03,\n", + " 1.1637e-03, -1.0816e-03, -2.4026e-03, -5.5749e-03, 9.1364e-03,\n", + " -9.7377e-03, 5.8054e-03, 4.1048e-03, 2.8541e-03, 1.2820e-03,\n", + " 1.9604e-03, -2.5624e-03, -6.6849e-03, 3.7216e-03, 6.8816e-03,\n", + " -9.7042e-03, -4.9029e-03, -3.5374e-03, -4.1783e-04, 2.7750e-03,\n", + " 3.2810e-03, -3.2365e-03, 1.3648e-03, 8.0742e-03, -1.5785e-03,\n", + " 3.9737e-04, 1.0561e-02, 3.0356e-03, -7.4297e-03, -4.3169e-03,\n", + " 2.2274e-03, -5.6777e-03, -2.2566e-03, -3.3339e-03, -1.8071e-04,\n", + " -3.0179e-03, -9.9552e-04, -3.0800e-03, -6.7715e-03, -5.1166e-03,\n", + " 5.1844e-03, 3.9874e-03, 5.7430e-03, 5.3576e-04, -3.3581e-03,\n", + " 2.5948e-03, -1.0682e-02, 1.7226e-03, -6.5578e-03, -3.5433e-03,\n", + " -6.7449e-03, 1.9850e-03, -2.5040e-03, -2.8073e-03, -2.1749e-03,\n", + " 7.9526e-04, 1.9119e-03, 4.9029e-03, -3.9821e-03, -5.2596e-04,\n", + " -4.2743e-03, -7.1898e-03, -6.9820e-03, -1.3537e-04, -9.0344e-04,\n", + " -1.3415e-03, -3.5522e-03, 3.6009e-03, -1.1609e-03, -3.3243e-03,\n", + " -2.0417e-03, -5.3317e-03, -1.2358e-03, -1.4498e-03, -2.2774e-04,\n", + " -1.5560e-03, -1.8056e-03, 5.5098e-03, -8.7958e-03, 8.2840e-03,\n", + " -7.6833e-03, -5.6914e-03, -5.8619e-03, -9.0921e-04, -5.8744e-03,\n", + " 3.7392e-04, 3.2069e-04, -8.4745e-04, -4.0236e-04, 6.4320e-04,\n", + " 9.1090e-04, -7.2433e-04, -1.6909e-03, 1.4301e-03, -5.0588e-04,\n", + " 1.3308e-03, -2.0329e-03, 1.1653e-03, -1.7977e-03, -1.3836e-03,\n", + " -1.0183e-03, 2.3465e-03, -2.4039e-04, 3.3329e-04, -1.6794e-03,\n", + " -1.1288e-03, -2.5752e-05, -1.5180e-03, 1.4402e-03, -8.0823e-04,\n", + " 2.1207e-03, -2.0448e-03, -3.3600e-03, -1.2373e-03, 1.9503e-06,\n", + " -1.0871e-03, 1.3004e-04, 1.1808e-03, 6.9708e-04, -8.0657e-04,\n", + " -2.1594e-03, 3.5783e-03, 7.7612e-04, 7.3907e-04, 1.7375e-03,\n", + " -1.8736e-03, 2.1354e-04, -2.5787e-04, -5.3830e-04, -2.0698e-03,\n", + " -3.9820e-03, 3.1612e-04, -1.3805e-03, 5.8698e-04, 3.0345e-03,\n", + " -1.7009e-05, 3.9967e-04, 6.3367e-04, -3.1893e-03, 2.0281e-03,\n", + " 6.1758e-04, -3.5339e-03, 5.0524e-04, 1.6291e-03, -2.4280e-03,\n", + " -3.4301e-04, 7.1670e-04, 4.5634e-04, -4.0376e-04, -3.6614e-03,\n", + " -8.4598e-04, 6.2077e-04, -1.2097e-03, -4.4474e-03, 4.6044e-03,\n", + " -6.5910e-04, -7.5349e-04, -2.2270e-03, -2.8809e-03, -7.6910e-04,\n", + " -8.3157e-03, -9.2905e-04, -1.2611e-03, 1.6958e-03, 1.7305e-03,\n", + " 3.2044e-03, 2.6173e-03, -3.8723e-03, 1.2840e-04, -4.3503e-03,\n", + " 8.2148e-04, 1.7199e-03, 4.5639e-03, -1.2464e-03, 1.9161e-03,\n", + " -2.2686e-04, -6.0822e-03, -3.3107e-03, -3.9914e-03, -1.8253e-03,\n", + " -9.8783e-05, -3.7622e-04, 4.0962e-04, -2.3172e-03, 1.7000e-03,\n", + " 1.6250e-03, -4.1741e-03, 1.6663e-03, 2.3251e-03, -1.3617e-03,\n", + " 1.8234e-03, 2.2529e-05, -4.6290e-05, -3.6841e-03, 3.4942e-03,\n", + " 3.3400e-03, -2.2279e-03, 1.3605e-03, -2.3897e-03, -5.4269e-03,\n", + " 1.0525e-03, 3.7370e-03, 6.7274e-04, -2.1267e-03, 1.1230e-03,\n", + " -1.9583e-03, -1.0119e-04, 5.4515e-03, -5.7069e-04, 4.0290e-03,\n", + " 1.7061e-03, 8.8862e-04, 5.1579e-03, -1.7934e-03, 6.3909e-04,\n", + " 4.3694e-03, 1.2166e-03, 6.3088e-04, -6.9658e-04, 2.8275e-03,\n", + " 1.3525e-03, -1.4794e-04, 4.7986e-04, 2.9579e-03, -3.6428e-04,\n", + " 3.1395e-03, 2.0283e-03, 6.6030e-04, -3.4356e-04, 2.2223e-03,\n", + " 2.1018e-03, -3.6386e-04, 1.1514e-03, 4.3875e-04, -4.5161e-03,\n", + " 1.0359e-03, 2.6807e-03, -1.5430e-03, 4.1554e-05, -3.0887e-04,\n", + " -7.9120e-04, 1.9608e-03, 2.5359e-04, 1.0937e-03, -3.2348e-04,\n", + " 1.3112e-04, 1.5074e-03, -3.3533e-03, 9.8169e-04, -5.2284e-04,\n", + " 1.3747e-03, -4.7408e-03, -5.5241e-04, -6.4054e-04, 3.0441e-04,\n", + " 1.3037e-03, -4.5248e-04, -2.2012e-03, 7.6119e-04, 5.3694e-05,\n", + " 4.7444e-04, -2.9804e-03, 4.0276e-04, 2.4306e-03, 3.8113e-04,\n", + " -1.2839e-03, -7.1419e-04, -3.2176e-03, -1.6195e-03, 8.4937e-04,\n", + " 1.3038e-03, -3.5509e-04, -1.5786e-03, -1.7350e-03, 8.5845e-04,\n", + " 9.1009e-04, -7.0567e-04, -6.2837e-04, -1.0712e-03, -9.7277e-05,\n", + " 2.6638e-04, 2.3639e-03, -4.2611e-03, -2.2416e-03, -1.1255e-03,\n", + " 8.2460e-04, -7.7557e-04, 1.9394e-03, -1.7107e-03, 1.0478e-03,\n", + " 1.3784e-03, 5.1448e-04, 1.9722e-03, -1.6032e-03, 6.3765e-04,\n", + " 4.6615e-04, 2.0904e-03, 1.9137e-04, 1.5728e-03, -1.6731e-03,\n", + " 1.2058e-03, -2.1900e-03, 1.9766e-03, -2.3016e-03, 1.1875e-03,\n", + " -1.4003e-03, -2.4037e-04, 1.1378e-03, -6.7798e-04, 2.5701e-03,\n", + " -6.4769e-04, -2.3915e-03, -2.3310e-03, -1.2159e-03, 2.0487e-03,\n", + " -1.2956e-03, 1.7757e-03, -7.6944e-04, -4.1152e-03, 1.5858e-03,\n", + " -4.7277e-04, -6.1488e-04, 6.4725e-04, -1.4308e-03, -2.3531e-03,\n", + " -3.1443e-03, -1.6067e-03, 2.2642e-03, 9.2018e-05, -7.5677e-04,\n", + " 2.3379e-03, -1.5432e-03, 2.2468e-03, 1.1935e-03, -5.7701e-04,\n", + " 1.7961e-03, 5.8603e-04, 2.8852e-03, 1.8866e-03, -2.3367e-04,\n", + " 6.1445e-04, -1.6887e-03, -1.5743e-03, 1.8171e-03, 1.4193e-04,\n", + " 2.0321e-03, 6.5311e-03, -1.1974e-03, -1.3194e-03, 3.4582e-03,\n", + " -3.5933e-03, 3.0023e-03, 2.1659e-03, 4.5413e-03, 2.5582e-03,\n", + " 9.0278e-05, -2.4386e-03, -3.4979e-04, 3.6338e-03, 1.4382e-03,\n", + " -2.1568e-03, -4.3663e-03, 2.4754e-03, -2.5498e-03, 9.3997e-04,\n", + " -2.9677e-03, -1.1288e-04, -3.2200e-03, -6.3911e-03, -7.9378e-04,\n", + " 1.4907e-03, 1.9312e-03, 1.7382e-03, 5.5153e-03, 2.6058e-03,\n", + " -5.6212e-04, -7.1624e-03, -3.3079e-03, -3.2267e-03, -2.6781e-03,\n", + " -8.1573e-04, -3.5097e-03, -1.5455e-04, 3.6644e-03, 3.8557e-04,\n", + " -1.4939e-03, 1.7009e-03, -1.5032e-03, -5.1180e-03, -3.4543e-03,\n", + " -3.8104e-03, 3.9199e-03, -4.9379e-04, 2.3250e-03, -2.3061e-04,\n", + " -3.7607e-03, -2.2979e-03, 2.6172e-04, -1.8256e-03, -2.8880e-04,\n", + " 1.8799e-03, -6.1913e-04, 2.0894e-03, -6.3174e-04, -2.7680e-03,\n", + " 5.3992e-03, -5.8881e-03, -3.7810e-03, -1.2816e-03, -1.9544e-03,\n", + " 5.9226e-03, 3.8861e-03, 1.9017e-03, 6.4641e-04, 1.3844e-04,\n", + " -3.7377e-03, -2.9628e-03, -3.2913e-03, 1.6391e-03, -5.8727e-05,\n", + " 1.5404e-03, -6.1024e-03, -1.0886e-03, 2.7933e-03, -2.7643e-03,\n", + " 2.3207e-03, 7.5202e-04, -1.8232e-03, -1.0905e-03, -2.9531e-03,\n", + " 1.7102e-03, 2.4259e-03, 1.1053e-03, 4.1845e-03, -4.0787e-03,\n", + " -2.9755e-03, -6.9621e-05, -2.0987e-03, 3.1875e-03, -2.8671e-03,\n", + " 1.6299e-03, -1.8977e-03, -4.6078e-03, -1.3457e-03, 2.6928e-04,\n", + " -3.0464e-03, 5.0422e-04, 2.1132e-03, 1.4270e-03, 1.5166e-03,\n", + " -2.1034e-03, -3.8364e-03, -2.6721e-03, 2.4307e-03, 2.0817e-03,\n", + " -4.3358e-03, 4.2757e-03, 1.0120e-03, -1.9561e-03, 1.3125e-03,\n", + " 2.1250e-03, -3.4695e-03, -5.0647e-06, -3.6495e-03, -7.5881e-04,\n", + " 4.1714e-03, 2.6322e-04, 1.7546e-03, -3.2954e-03, -3.3457e-03,\n", + " -5.6262e-03, 8.2010e-03, 3.1612e-03, 7.9004e-04, -4.1380e-03,\n", + " -1.9747e-03, -9.1793e-04, 4.1773e-03, -6.7487e-03, 1.3533e-03,\n", + " -5.1186e-03, -1.8396e-03, -2.9405e-03, -3.3857e-03, -2.1431e-03,\n", + " 7.9260e-04, -2.1589e-04, 4.4159e-03, -1.0972e-05, 4.7717e-03,\n", + " 5.9975e-03, 3.7115e-03, -5.8263e-03, -1.4897e-03, 4.7102e-03,\n", + " 3.1084e-03, 7.5478e-03, -2.2411e-04, -3.2253e-03, 4.2187e-03,\n", + " 2.8618e-03, 2.2959e-03, -5.5697e-03, 3.3445e-03, 1.9183e-03,\n", + " 4.0987e-03, 4.7633e-03, 2.2716e-03, -3.9922e-03, -1.3958e-03,\n", + " 3.0643e-03, -1.9670e-03, -3.1464e-03, 3.7902e-03, 1.2628e-05,\n", + " -2.9753e-03, -5.7541e-03, -1.0405e-03, -3.4386e-03, -5.8931e-03,\n", + " -2.1823e-03, 4.5738e-03, 2.8360e-03, 5.8113e-03, -1.6444e-03,\n", + " 1.4431e-03, 8.1542e-03, -2.7134e-03, -1.7169e-03, 6.0826e-03,\n", + " -7.4264e-03, 4.8484e-03, 3.1272e-03, 3.5234e-03, 3.5074e-03,\n", + " -2.6778e-03, 1.1519e-04, -4.7536e-03, -1.9328e-03, -2.1680e-03,\n", + " 5.4399e-03, 3.1075e-03, -4.1629e-03, -2.8152e-03, 3.7793e-03,\n", + " 2.2695e-03, -1.7827e-03, -4.8512e-03, -3.5527e-03, -7.5123e-03,\n", + " 4.0221e-03, -4.5522e-03, 2.8002e-03, -3.0477e-03, 1.3327e-03,\n", + " 2.9849e-03, -2.3801e-03, -2.5520e-03, 4.8065e-03, -6.3975e-03,\n", + " 7.9196e-03, 1.7384e-04, -4.7314e-03, 2.7880e-03, -1.1850e-03,\n", + " -1.0632e-03, -2.1725e-04, -8.7743e-04, -4.2044e-03, -3.0908e-03,\n", + " 2.1465e-03, 1.5579e-03, -1.0300e-03, -1.0580e-03, 1.5577e-03,\n", + " 1.1248e-03, 1.0437e-03, -5.8379e-03, -5.8021e-03, -2.5303e-03,\n", + " -1.7506e-03, -4.7767e-03, -1.0677e-03, 2.7741e-04, -1.9355e-03,\n", + " 4.7698e-04, -3.2704e-03, -4.4860e-03, -3.0226e-03, -8.0377e-04,\n", + " -7.2165e-03, -1.1805e-03, -5.2408e-04, -1.8040e-04, 3.6946e-03,\n", + " -5.5780e-03, 5.7287e-03, 2.9305e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1846e-02, -1.5966e-02, -2.5185e-03, 1.7368e-02, 4.4998e-03,\n", + " 1.1848e-02, -2.8886e-02, 1.2425e-02, 1.0899e-02, 8.4834e-03,\n", + " -2.1199e-02, 4.1048e-02, -4.8003e-03, -6.5762e-03, 7.9778e-03,\n", + " -2.3972e-03, 2.3084e-02, 3.4442e-03, -8.7096e-03, 1.7331e-02,\n", + " -3.8939e-02, 1.0137e-02, -1.9057e-02, 1.8962e-02, 3.0741e-03,\n", + " 3.4724e-03, -4.3460e-03, 2.2638e-02, 1.0441e-02, -1.1195e-03,\n", + " -1.5624e-02, -9.6823e-03, 9.0164e-03, 1.8710e-02, -1.4124e-04,\n", + " 8.2189e-03, 2.3824e-02, -2.6610e-03, 1.7518e-02, -4.6827e-04,\n", + " -1.0515e-02, 6.9236e-03, -2.3307e-02, -9.1532e-03, 5.6013e-03,\n", + " -5.5179e-03, 1.2101e-03, 1.7389e-02, -1.7296e-02, -8.6765e-03,\n", + " 1.2589e-02, -1.2351e-02, 2.8404e-04, -9.3721e-03, 1.2362e-02,\n", + " 7.7917e-03, 8.5243e-03, -3.2951e-03, 8.6318e-03, 1.0551e-02,\n", + " -9.4201e-03, -3.4235e-03, 1.2820e-02, -5.0422e-03, -7.6099e-03,\n", + " 1.8674e-02, 1.6889e-02, -4.2810e-02, 2.4798e-02, -9.5092e-03,\n", + " 2.5844e-02, 2.8009e-02, 2.5760e-02, 3.4005e-02, 1.5112e-02,\n", + " -5.8032e-03, 1.9347e-04, 3.2111e-02, 2.3954e-02, -2.5081e-02,\n", + " 4.8949e-02, -1.8388e-02, -6.1394e-03, 1.6829e-02, 2.1744e-02,\n", + " 2.5164e-03, -3.0971e-03, -6.0645e-02, -2.0201e-03, -6.3520e-03,\n", + " 5.3189e-02, -8.8029e-03, 6.3847e-02, -2.3108e-02, 3.8498e-02,\n", + " 8.5939e-03, -4.1927e-03, -1.2824e-02, 4.7934e-02, 3.6646e-02,\n", + " 8.9034e-03, 4.0632e-02, 3.9425e-02, 4.1196e-02, 1.6053e-02,\n", + " 4.0430e-04, -8.2938e-04, 4.1957e-04, -2.0106e-02, -1.0024e-02,\n", + " -5.4938e-02, 5.6365e-03, 2.9249e-02, 2.4535e-02, 2.2612e-02,\n", + " -8.0932e-03, 8.3893e-03, 4.6661e-02, -1.3404e-02, -2.9450e-02,\n", + " 2.4911e-02, 4.0270e-02, 5.3928e-02, -2.8447e-02, -1.8250e-02,\n", + " -4.6100e-03, -2.8984e-02, 1.9148e-03, -1.0659e-02, 2.8959e-02,\n", + " 4.5869e-02, 4.6123e-02, 2.7736e-03, -1.1811e-02, -4.2375e-02,\n", + " -2.2540e-02, 5.8613e-02, -8.9266e-02, 4.7434e-02, -4.7374e-02,\n", + " -2.9692e-03, -7.4403e-03, 7.0546e-02, 9.5363e-02, 1.3098e-02,\n", + " 4.5330e-02, 9.6831e-03, -2.7479e-02, -2.3571e-02, 1.8364e-02,\n", + " 1.9159e-02, -9.5163e-02, -1.1011e-01, 3.0472e-02, -2.9761e-02,\n", + " 6.4891e-03, 4.8856e-03, 1.3839e-02, 4.6193e-02, 1.1449e-02,\n", + " 4.3872e-02, -3.6142e-02, -2.2682e-02, 2.3684e-02, -5.5558e-04,\n", + " -6.8288e-02, -1.3367e-02, 7.0398e-03, -2.1714e-02, 1.0860e-02,\n", + " 1.2706e-02, 8.4849e-03, 6.7254e-02, 6.1996e-02, -1.4439e-02,\n", + " -6.6019e-02, 3.6129e-02, -3.2955e-02, -2.6007e-02, -1.0230e-01,\n", + " 6.2563e-04, -6.7268e-02, -4.7915e-02, 3.9003e-02, 3.9243e-04,\n", + " -1.4249e-02, -4.1063e-02, 2.5285e-02, 4.6021e-02, -2.5360e-04,\n", + " -2.4933e-02, -6.1072e-02, 1.2098e-01, -1.7096e-01, 8.0571e-02,\n", + " 8.5856e-02, 7.7960e-02, 3.1096e-02, 1.8826e-02, 1.2627e-01,\n", + " -4.1742e-02, -1.1553e-02, 1.1238e-01, -2.1274e-03, 3.4666e-02,\n", + " 4.5683e-02, -7.3575e-02, -1.0317e-02, 1.2073e-01, -6.1927e-02,\n", + " -5.0160e-03, 4.9412e-02, 1.0922e-01, 1.2830e-01, -1.0276e-01,\n", + " 6.3105e-04, 5.8686e-02, -1.6816e-01, 1.4066e-01, -5.4086e-02,\n", + " -2.1317e-02, 1.8509e-02, -9.5454e-02, 1.0355e-01, 6.8549e-02,\n", + " 3.1844e-02, -4.9949e-02, -7.4181e-02, 1.6543e-02, 7.2916e-03,\n", + " 7.6032e-02, 1.8320e-02, 5.8019e-02, -1.1559e-01, -1.5078e-02,\n", + " 2.7174e-02, 1.1706e-01, 1.4624e-01, -1.2409e-01, -6.8470e-02,\n", + " -3.2979e-02, 5.9135e-02, -5.6289e-02, -5.3784e-02, 1.2102e-01,\n", + " -8.8813e-02, 5.1569e-02, -8.9610e-02, -3.5393e-02, -6.5452e-02,\n", + " 1.5534e-02, -7.8845e-02, -1.7887e-01, 2.2646e-02, -1.0187e-01,\n", + " -8.8817e-02, 3.4870e-02, -6.0237e-04, -4.4521e-04, 3.6887e-02,\n", + " -2.5904e-02, 1.0667e-02, 1.8988e-02, -1.9602e-02, 1.7461e-02,\n", + " -2.7141e-02, -8.7082e-02, 1.0681e-01, -2.1353e-02, 3.0201e-03,\n", + " 2.3594e-02, 1.8395e-03, -3.1349e-03, -2.1814e-02, 2.2376e-02,\n", + " -9.7261e-03, -4.5504e-02, 3.1774e-02, -2.1399e-02, -2.5844e-02,\n", + " -1.6061e-02, 3.5008e-02, 1.1095e-02, -6.4660e-03, -1.8349e-02,\n", + " 2.3779e-02, 1.3368e-02, -3.7177e-03, -2.7429e-02, -3.8863e-03,\n", + " -1.4893e-02, -1.4715e-02, -7.7808e-03, 2.4676e-02, 3.7680e-02,\n", + " -8.5821e-03, -1.9882e-02, -1.6242e-02, -4.6268e-04, -1.1908e-02,\n", + " 2.4039e-02, 8.7178e-02, -1.3649e-01, 4.9617e-03, -4.4030e-04,\n", + " -4.8237e-02, 2.5201e-03, -1.0389e-02, 5.2212e-03, -9.4300e-03,\n", + " -3.0243e-02, -4.2810e-03, 2.1384e-03, 1.0487e-02, -1.2754e-02,\n", + " -2.0038e-03, -1.4805e-02, -3.3247e-03, -3.9333e-03, 3.8311e-03,\n", + " 2.8257e-02, -2.6182e-02, 5.9667e-04, -3.4245e-02, 1.4806e-02,\n", + " -1.9942e-02, -2.5471e-02, -8.0341e-03, 4.0225e-03, -1.5864e-02,\n", + " 2.4660e-02, -4.3087e-02, -2.6333e-02, -1.6705e-02, 1.3818e-02,\n", + " 3.3802e-03, -5.9018e-03, -1.7723e-02, -1.1208e-02, 1.4127e-02,\n", + " 2.7625e-03, -7.5833e-03, -2.1577e-02, 1.7228e-03, 5.6706e-03,\n", + " -3.2110e-02, -3.9494e-02, 8.5218e-03, 1.5535e-02, -4.9844e-03,\n", + " -9.0353e-03, 1.2282e-03, 1.4878e-02, 1.1737e-02, 1.4293e-02,\n", + " 2.7174e-02, 7.5295e-03, -1.0185e-02, 1.5687e-02, 5.8180e-03,\n", + " 4.1145e-02, 2.6731e-02, -1.3129e-02, 2.9551e-02, 1.3799e-03,\n", + " -3.1732e-02, -1.9769e-02, 1.3795e-02, 1.2538e-02, -5.1581e-03,\n", + " -1.0482e-02, 2.1499e-02, 1.1427e-02, -1.4188e-02, -4.4566e-02,\n", + " 1.9103e-03, 9.4643e-03, -3.1949e-02, -7.3271e-03, 3.0221e-03,\n", + " -4.1245e-03, 3.0982e-02, 4.8438e-03, -1.8660e-02, -2.1112e-04,\n", + " -2.5454e-03, 1.1290e-02, -3.5558e-03, 3.9270e-03, 8.4873e-03,\n", + " 1.0057e-02, -2.0127e-02, 3.0911e-04, -1.7720e-02, 4.6843e-03,\n", + " -2.2901e-02, 1.8614e-02, -1.2970e-02, 2.8666e-02, -9.2637e-05,\n", + " -1.0508e-02, -7.8812e-04, -5.3430e-03, 5.9166e-03, 1.6544e-02,\n", + " 2.2383e-03, 5.5575e-03, 1.6490e-02, -1.3016e-02, 4.7168e-03,\n", + " 5.1623e-02, -8.9602e-03, 2.3291e-03, -1.1716e-02, 2.9058e-03,\n", + " 4.2935e-04, -2.6187e-03, 9.9092e-03, -1.4734e-03, -1.1180e-02,\n", + " -9.4086e-03, 7.7801e-02, 1.2836e-02, -4.0152e-03, -8.0667e-03,\n", + " -7.7274e-03, -2.0184e-02, -5.3765e-02, 1.0017e-02, 7.8626e-04,\n", + " -1.3766e-02, -1.2000e-03, -5.8781e-03, -6.3563e-04, 6.5010e-03,\n", + " -2.3467e-03, 4.2076e-03, 1.5466e-03, -7.6122e-02, 2.6407e-03,\n", + " 6.9755e-03, -8.4282e-03, -1.3767e-04, 1.0204e-02, 1.2757e-02,\n", + " -6.3970e-03, -1.1359e-02, -1.3092e-02, 2.2643e-02, 4.3713e-03,\n", + " 1.7922e-02, -1.3334e-02, -2.0863e-03, 2.1439e-02, -1.3545e-02,\n", + " 7.1561e-04, 2.7254e-03, 2.7147e-02, 1.5506e-02, 1.6644e-02,\n", + " 1.7676e-02, -8.9060e-03, 1.7381e-02, -1.3712e-02, -4.9186e-03,\n", + " -1.4056e-02, 9.0972e-02, 7.5266e-03, -1.3755e-03, -4.9801e-03,\n", + " -3.1973e-03, -5.5517e-03, 1.6105e-02, 5.9129e-04, -1.1829e-03,\n", + " -1.5332e-03, -1.2526e-02, -7.0158e-03, 4.2903e-03, -1.5447e-02,\n", + " -5.3238e-02, -2.6576e-03, 1.2660e-02, -5.9678e-03, 5.6506e-03,\n", + " 1.8551e-03, -9.0775e-03, 3.7992e-03, 1.3481e-02, -3.8233e-02,\n", + " 9.6478e-04, -1.4476e-04, 4.0309e-02, 3.7223e-02, 3.6956e-02,\n", + " -2.1685e-02, 1.3374e-02, 1.1766e-02, 8.7635e-03, 2.1738e-02,\n", + " -3.2871e-03, 1.5527e-02, -1.6137e-02, -1.6866e-02, 1.1110e-02,\n", + " 1.6648e-04, 3.3665e-03, 4.4459e-03, 1.3372e-03, -2.3585e-03,\n", + " -1.9179e-02, -1.5012e-02, -1.4410e-02, 2.8350e-02, 5.1068e-02,\n", + " 2.8984e-02, 4.6617e-02, -1.4239e-02, 2.7575e-03, 2.4485e-02,\n", + " 2.6005e-02, 3.4042e-03, 3.4201e-02, -4.6230e-02, 3.9265e-03,\n", + " 6.0602e-03, -2.2359e-02, 1.5205e-02, -1.7860e-02, 8.2818e-04,\n", + " -2.4936e-02, 1.9048e-02, 3.1456e-02, 5.7181e-02, 6.8213e-02,\n", + " -3.1080e-02, -1.2523e-02, 1.5584e-02, 8.4347e-03, -6.3469e-02,\n", + " -3.7000e-02, 2.2048e-02, -3.2789e-02, -3.3742e-03, -3.1994e-02,\n", + " 3.2624e-02, -3.3866e-02, -3.9594e-02, 5.5849e-03, -3.1851e-02,\n", + " 6.8542e-04, 2.9719e-02, -2.3328e-02, -7.5136e-03, 2.0232e-03,\n", + " 2.1443e-03, -2.0598e-02, -1.6648e-02, 4.4909e-03, -2.7970e-02,\n", + " -1.4109e-02, -2.4393e-02, 2.3685e-02, 5.2814e-03, -5.2184e-03,\n", + " 1.6651e-02, -5.2469e-02, -6.0397e-03, 2.5229e-02, -6.2122e-03,\n", + " 1.0260e-02, 2.3572e-03, 4.4244e-02, 1.8726e-02, 5.7825e-02,\n", + " -3.1443e-03, -3.4260e-03, 8.2747e-03, 2.3426e-03, 1.8275e-02,\n", + " 1.2710e-02, 9.4655e-03, 2.5760e-03, -1.4016e-02, 2.7738e-02,\n", + " 1.9419e-02, -3.1634e-03, 2.8568e-03, 6.4037e-02, 7.6945e-03,\n", + " 1.9344e-02, 2.9577e-03, 2.7470e-02, -9.7138e-03, 2.7076e-02,\n", + " 1.5827e-02, 1.4701e-02, 4.0192e-03, -1.1959e-02, 8.9797e-03,\n", + " 3.5282e-02, -1.0493e-02, 3.3898e-02, 3.4781e-03, -1.2718e-02,\n", + " 3.3890e-04, 3.6987e-02, -1.9515e-02, -4.9023e-03, 7.1703e-04,\n", + " -2.2049e-02, -3.9629e-02, -2.4948e-03, 5.0526e-04, 3.2689e-02,\n", + " 5.5008e-03, 5.5463e-03, -9.7768e-04, -1.0300e-02, -9.3307e-03,\n", + " -2.8630e-02, -1.8397e-02, 5.4971e-02, -3.1229e-02, 2.3871e-02,\n", + " -8.3210e-03, 1.1767e-02, 2.0467e-02, 9.0868e-02, 1.0667e-02,\n", + " -3.0201e-03, 1.4154e-02, 2.0389e-02, 3.8981e-03, -2.0717e-02,\n", + " -4.2882e-02, -7.1133e-03, 9.1462e-03, 5.2071e-03, -4.7550e-02,\n", + " -8.4543e-03, 1.5704e-01, -6.4135e-02, 3.3734e-02, 9.6351e-02,\n", + " -7.9447e-02, -4.4699e-03, 4.1603e-02, 7.4620e-02, -1.2088e-02,\n", + " 2.0439e-02, -1.1951e-01, 8.4076e-02, -1.0768e-01, -4.4306e-02,\n", + " -5.3092e-03, -1.4551e-02, -4.9479e-02, 9.8071e-02, 1.0118e-02,\n", + " -1.6170e-01, -1.3876e-02, -1.7088e-02, 1.2246e-01, 5.7809e-02,\n", + " 4.1270e-02, -6.5692e-02, 9.8692e-02, 3.4693e-02, -1.7254e-01,\n", + " -5.5332e-02, 6.6207e-02, 1.6314e-03, -5.5481e-02, 5.4353e-02,\n", + " 2.1734e-02, -7.7116e-02, 1.0440e-01, 2.5032e-01, 3.9476e-02,\n", + " -5.4532e-02, 1.0968e-01, 8.6691e-02, -5.2934e-02, 9.1640e-02,\n", + " -2.4301e-02, -3.6372e-02, 6.7697e-02, 4.8169e-02, -4.8297e-02,\n", + " -1.1262e-01, -9.9945e-02, -5.4394e-02, 1.3241e-01, -2.0146e-02,\n", + " 2.8016e-02, -2.7453e-02, -1.1130e-01, 6.0655e-04, 2.2879e-02,\n", + " 8.5756e-02, -5.3771e-02, -6.8785e-02, 6.6004e-02, 1.4026e-02,\n", + " 2.9383e-03, 8.8808e-03, -2.1255e-02, -1.0908e-02, 5.4126e-03,\n", + " 1.2434e-02, -6.4326e-03, -1.6649e-02, 6.6495e-03, 7.7451e-03,\n", + " 1.3492e-02, -6.7088e-05, 2.4545e-02, 9.4525e-03, 1.4416e-02,\n", + " -8.1362e-03, 1.3218e-02, 6.9418e-03, -1.8743e-02, -3.7178e-03,\n", + " -4.1867e-03, -1.5496e-02, 1.3708e-02, 9.0792e-03, -1.9774e-02,\n", + " 2.7683e-02, -1.7151e-02, 3.0963e-03, 1.6400e-02, 2.2140e-02,\n", + " 5.0949e-04, -2.6157e-03, -1.2643e-02, -1.1106e-03, -4.1675e-03,\n", + " -8.0546e-03, -6.8656e-03, -5.0452e-03, -6.6031e-03, -3.5739e-02,\n", + " 1.9552e-02, 1.6761e-03, 8.8193e-03, -4.4157e-03, 2.6966e-02,\n", + " 2.0765e-02, -2.1134e-02, 4.1760e-03, 1.0402e-02, 1.2234e-02,\n", + " 2.1145e-02, 3.6980e-03, 2.1845e-03, 1.1664e-02, 4.6397e-03,\n", + " -1.2952e-02, 2.6249e-02, 4.7067e-03, -2.9900e-03, 6.0352e-04,\n", + " -1.9949e-02, -6.2706e-03, -2.2058e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.1106e-03, -1.6662e-02, 2.8129e-02, -1.1661e-02, 1.9426e-02,\n", + " -4.3165e-02, -1.6972e-02, 8.5761e-03, -1.3620e-02, 1.3164e-02,\n", + " 2.5706e-02, 5.2135e-02, 5.1409e-02, -3.1391e-02, -1.7878e-02,\n", + " 3.1021e-02, 3.1799e-02, -1.1299e-02, -2.4911e-03, -2.3036e-03,\n", + " -5.2740e-04, 1.7470e-02, -1.6862e-02, 1.8517e-02, 2.4118e-03,\n", + " 4.8218e-03, -5.2095e-03, 2.4101e-02, 1.2749e-02, 5.5508e-02,\n", + " 1.7418e-02, 2.9756e-02, 1.2749e-02, 1.0706e-02, -6.3455e-03,\n", + " 1.9783e-02, -5.0760e-02, 2.1304e-02, -1.2546e-03, -8.7508e-03,\n", + " -4.0553e-02, -2.2539e-02, 3.7856e-02, 3.2382e-02, -6.1355e-03,\n", + " 4.0602e-02, -2.4438e-04, -2.7032e-02, 2.5605e-02, -3.0222e-02,\n", + " 1.7277e-02, 1.3931e-02, 5.6328e-05, 1.3000e-02, 5.1992e-02,\n", + " -2.0816e-02, 8.1404e-03, -1.1895e-02, -1.3654e-02, 1.9814e-02,\n", + " 6.9321e-03, 3.2629e-02, -4.0651e-02, -3.6734e-02, -4.0667e-02,\n", + " -1.6849e-02, 1.3267e-03, -1.5676e-02, -2.6850e-02, 4.2703e-02,\n", + " 2.3613e-02, -7.3954e-03, 3.5708e-03, -3.5703e-04, -1.1637e-02,\n", + " -2.9941e-03, -1.5430e-03, -1.3562e-01, 3.1944e-02, -1.1862e-02,\n", + " 2.9769e-02, 5.9416e-02, 5.2125e-03, 2.5118e-02, 3.7975e-02,\n", + " -4.5065e-02, 3.1493e-02, -3.9013e-02, -9.5938e-03, -3.8016e-02,\n", + " -3.1190e-02, -2.9156e-02, 5.9117e-02, 2.1413e-02, 3.2264e-02,\n", + " 4.9366e-02, -6.8851e-02, 6.2553e-02, 2.6906e-02, 1.2345e-03,\n", + " 1.3393e-03, 4.6447e-03, -4.0998e-02, 5.4100e-03, -1.0036e-02,\n", + " -1.3920e-01, 8.6528e-04, -6.4033e-02, 3.6806e-02, -1.7127e-02,\n", + " 2.9516e-02, 2.6191e-02, -2.0207e-03, 1.8130e-02, 4.5459e-02,\n", + " 1.5491e-02, 8.3099e-04, 1.4588e-02, 2.6253e-02, -2.9965e-02,\n", + " -2.2486e-02, -1.4014e-01, 1.8605e-02, 2.5283e-02, 4.8678e-02,\n", + " -7.6577e-05, -6.2218e-02, 4.0730e-02, 3.7139e-02, 5.9683e-02,\n", + " -3.6661e-02, -1.0702e-02, -3.2246e-02, -1.1850e-02, -1.4511e-02,\n", + " -2.4449e-02, -4.9342e-02, -4.6695e-02, 3.0369e-02, -6.5630e-02,\n", + " -1.0510e-02, -5.9869e-03, -1.9450e-02, 3.0225e-02, -1.9764e-03,\n", + " -1.8826e-01, -2.8546e-02, 6.3197e-03, -4.3429e-02, 4.2252e-02,\n", + " -2.0854e-03, 4.4828e-02, 1.6890e-02, 1.1577e-02, -6.5132e-03,\n", + " -3.4443e-02, 1.7750e-02, -8.4627e-03, 4.4517e-02, 1.2987e-01,\n", + " -6.4313e-03, 8.4332e-04, 4.1464e-02, -1.7245e-02, 2.9594e-02,\n", + " 2.1931e-02, -3.3706e-02, -9.9372e-03, 1.0293e-01, 2.6053e-02,\n", + " -2.7187e-03, -2.8572e-02, 3.4528e-03, -6.2512e-03, 8.2195e-03,\n", + " 1.4769e-01, -4.1167e-02, 2.0838e-02, 9.0840e-03, 4.7015e-02,\n", + " -1.8315e-03, -1.9426e-02, -1.8429e-03, 8.9008e-03, -2.2839e-02,\n", + " 2.0978e-02, 2.5496e-02, 1.8353e-02, -3.8730e-03, 6.1036e-03,\n", + " -2.0752e-02, 4.5022e-02, 4.3447e-02, 1.5677e-02, -5.9412e-02,\n", + " -1.1307e-03, -2.6940e-02, -1.6979e-02, -2.2154e-02, 3.5033e-02,\n", + " 3.1174e-02, 2.7226e-02, -6.8110e-02, 8.5845e-03, 3.4517e-02,\n", + " -1.6362e-02, -2.0827e-02, -5.3332e-03, 3.7827e-03, -1.9387e-02,\n", + " 1.4305e-02, 2.8575e-02, -3.9743e-02, -7.7415e-03, -2.9861e-02,\n", + " -8.3421e-02, -1.0913e-01, 3.7891e-03, -8.3858e-02, -1.8296e-02,\n", + " -4.8186e-02, -1.7911e-03, -4.4583e-03, -3.1419e-02, 1.5744e-02,\n", + " -1.2721e-01, -5.1122e-02, -3.9277e-02, -1.6702e-02, -2.9220e-02,\n", + " 3.2282e-03, 2.0878e-04, 3.8301e-02, -1.7112e-03, 3.3616e-02,\n", + " 1.7975e-02, -2.1153e-02, -3.7305e-02, 1.5211e-02, -1.7772e-02,\n", + " -2.4285e-03, 3.6235e-02, -2.7878e-03, -1.3022e-02, -2.7255e-02,\n", + " -1.2491e-01, -2.0104e-02, 4.6304e-02, -3.8816e-03, -1.5078e-02,\n", + " -1.0748e-02, 3.7291e-02, 1.7175e-02, 3.2090e-02, 1.9031e-02,\n", + " 4.9616e-02, -2.0418e-02, 2.6614e-02, 4.2312e-02, 2.0153e-02,\n", + " 1.0902e-02, 4.4888e-02, 2.9573e-02, 3.3193e-02, -4.9403e-02,\n", + " 1.2298e-02, 5.5201e-03, 4.7114e-02, -5.3249e-02, 2.6612e-02,\n", + " -6.0266e-02, 2.2938e-02, 1.8685e-02, 2.2884e-02, 7.8969e-03,\n", + " 3.2598e-03, -3.8743e-02, -2.9409e-02, 3.1590e-03, 1.9425e-02,\n", + " -4.1315e-02, 4.2738e-03, -2.2428e-02, -6.8932e-02, 7.8422e-03,\n", + " 5.1816e-03, 3.1129e-02, -2.1884e-02, -5.8113e-02, 1.7046e-02,\n", + " -1.0557e-03, -1.3092e-02, 3.2578e-03, -1.0158e-02, 3.1591e-02,\n", + " -5.6330e-02, -4.6023e-02, 2.6341e-02, 1.2613e-02, -4.7474e-03,\n", + " -9.9730e-03, 2.7239e-03, 2.2451e-02, 7.0004e-03, -2.7478e-02,\n", + " 1.2175e-02, -6.0747e-02, -5.2408e-03, -3.0732e-01, -9.2820e-03,\n", + " -1.2929e-02, 3.8474e-02, 5.5867e-03, -1.1137e-02, -3.2167e-02,\n", + " 4.0823e-02, 8.8421e-03, 1.8734e-02, -1.4862e-02, -2.3470e-02,\n", + " 1.3714e-02, -5.5574e-03, 1.3218e-02, -1.1096e-02, 1.2098e-02,\n", + " -2.0597e-02, -2.3047e-03, -9.9169e-03, -3.5705e-02, 5.1122e-03,\n", + " 2.2167e-02, -6.8570e-02, 6.1820e-02, -2.7061e-02, 1.0457e-02,\n", + " -2.5239e-02, -2.7860e-02, 2.5824e-02, 2.5326e-02, -3.2769e-03,\n", + " -7.9099e-03, -2.3629e-02, -3.4575e-02, -1.7959e-02, 1.6760e-02,\n", + " -3.8497e-02, -2.1770e-02, -1.1711e-02, 3.5421e-03, -2.8604e-02,\n", + " 1.8475e-02, 5.0897e-03, 9.3578e-03, -4.2266e-02, -2.2086e-02,\n", + " -4.9393e-02, 3.5325e-03, -1.5543e-02, -7.8523e-03, 5.3721e-03,\n", + " -3.5901e-02, -1.0190e-02, -3.5821e-02, 1.8389e-02, -1.8924e-02,\n", + " -1.6740e-02, -1.6516e-02, -1.0308e-02, 3.5810e-03, 9.1859e-02,\n", + " -3.2892e-02, -1.3849e-02, -1.1857e-02, -1.3374e-03, -3.0430e-02,\n", + " -1.3836e-02, -1.3117e-02, -7.4096e-04, 5.9619e-02, -3.6629e-03,\n", + " -3.9199e-03, -2.7948e-02, 2.2435e-02, 6.3295e-03, -5.8458e-03,\n", + " -1.2090e-02, 3.6590e-03, -1.1707e-02, -3.9679e-02, 1.1745e-02,\n", + " 1.6058e-02, -1.8446e-02, 2.3696e-02, -1.7233e-02, 5.2104e-03,\n", + " -3.5320e-02, -2.3309e-02, 1.8095e-02, 2.6758e-02, -2.1122e-02,\n", + " 2.7242e-02, 9.8594e-02, 2.3646e-02, -1.9386e-02, -1.9321e-02,\n", + " -5.4868e-03, 1.4831e-02, -1.6201e-02, -1.5017e-02, -5.7931e-04,\n", + " 6.0867e-02, 1.2768e-02, -2.2610e-02, 5.8817e-02, -8.3855e-03,\n", + " -5.7012e-02, 1.3007e-02, 6.6761e-02, 3.9518e-03, 5.2951e-02,\n", + " -4.4753e-03, 9.4536e-04, -7.2492e-03, 8.5263e-03, 2.0755e-02,\n", + " 2.0744e-02, 3.0941e-02, -2.6425e-02, -2.3417e-02, 3.0535e-02,\n", + " 3.9700e-02, 1.0390e-02, -3.6310e-02, 7.6953e-03, 1.2132e-02,\n", + " -2.5242e-02, 4.3446e-03, -6.9890e-02, 1.7475e-02, -4.5110e-02,\n", + " 4.1230e-02, -2.2568e-02, 5.5651e-03, -6.5448e-02, 1.0580e-02,\n", + " 1.0913e-02, -3.0306e-02, 5.5591e-03, 2.7599e-02, -1.2472e-02,\n", + " -4.8092e-02, 2.1905e-02, -8.9662e-04, -4.5748e-03, -2.8306e-02,\n", + " -3.9927e-03, 3.3272e-03, 3.4582e-03, -4.5498e-02, -1.8660e-02,\n", + " 4.4917e-02, -6.1947e-02, -1.0543e-02, 2.8748e-02, 1.1733e-02,\n", + " 2.9731e-02, 5.2179e-03, -2.3764e-02, -8.4452e-02, 5.2582e-02,\n", + " -8.8395e-03, -2.9887e-04, -3.4412e-02, -1.6295e-02, -4.5526e-03,\n", + " 4.2639e-02, -6.7608e-02, -3.0711e-02, 2.6658e-02, -1.3050e-02,\n", + " 7.7183e-03, -4.2244e-02, 5.8552e-02, -2.4635e-02, 2.8152e-02,\n", + " 1.3844e-02, -1.9675e-02, 8.3360e-03, 5.6575e-03, -3.1763e-02,\n", + " -1.7159e-02, -1.1896e-02, -5.4355e-02, -2.0079e-02, -2.0574e-02,\n", + " -1.8482e-02, -3.7904e-02, -1.0779e-02, 1.0402e-02, -1.5722e-02,\n", + " 4.0693e-03, 1.1113e-02, 1.8726e-02, 4.6024e-02, 6.2269e-02,\n", + " -7.6313e-03, 4.1708e-02, 5.7507e-03, -1.4660e-02, -1.3657e-02,\n", + " -5.4190e-02, -5.8074e-03, -1.5182e-03, 2.3272e-02, 2.9658e-03,\n", + " 2.8405e-02, -2.0817e-02, -3.7522e-02, 2.2247e-02, -2.5562e-03,\n", + " 1.8379e-02, 2.9477e-02, 1.7028e-02, 1.8180e-02, -4.2543e-02,\n", + " 2.4481e-02, 2.6903e-03, 1.9152e-02, 1.4732e-02, 5.2753e-02,\n", + " -7.7181e-03, 1.0379e-02, -1.6166e-02, -2.9812e-02, 3.1724e-02,\n", + " 1.1565e-02, 2.4720e-03, 6.6390e-02, -2.9902e-03, -4.4039e-02,\n", + " 2.8813e-02, -1.7389e-01, -4.4833e-03, -2.9205e-02, 4.2489e-02,\n", + " 4.9164e-03, 4.1683e-03, -2.6704e-02, 2.4899e-02, 3.3303e-02,\n", + " -1.7543e-02, 2.4048e-02, -6.3340e-03, -7.5371e-03, 6.8134e-03,\n", + " -2.4302e-02, 2.7359e-02, -1.9777e-03, -1.1004e-02, -9.6518e-03,\n", + " -6.1936e-03, -2.9943e-02, 1.2476e-02, 2.0291e-02, -1.7495e-02,\n", + " -1.0485e-02, 9.7243e-03, 7.3126e-05, -8.5339e-03, -5.5106e-03,\n", + " 2.2536e-02, 1.3883e-02, -1.0081e-02, -2.8716e-02, 4.2795e-02,\n", + " -1.8810e-03, -2.8507e-02, -1.5087e-01, 2.2193e-02, 3.2896e-02,\n", + " 1.7460e-02, 4.4089e-03, 5.5565e-02, 1.0227e-02, 1.5924e-02,\n", + " 2.5085e-03, 9.8956e-03, -2.2414e-02, -2.8115e-02, 7.5812e-03,\n", + " 2.3528e-02, 3.7320e-02, 1.4091e-02, 6.0823e-02, 7.9217e-03,\n", + " 2.7230e-02, 4.4573e-03, 4.1608e-02, 4.4248e-02, -2.5535e-04,\n", + " -3.9854e-02, 1.7753e-02, -3.1401e-02, 6.2688e-02, 7.6033e-03,\n", + " 4.3537e-02, 3.5422e-03, 3.8292e-02, -1.8321e-02, -1.5623e-02,\n", + " -1.4596e-02, 1.7968e-02, 1.2783e-02, -1.0162e-03, -5.1072e-02,\n", + " 1.9125e-02, -1.8530e-02, -2.7802e-02, -3.1512e-02, -2.8024e-02,\n", + " 2.1651e-02, 2.1417e-02, -1.6949e-03, 4.4281e-02, -3.1144e-02,\n", + " 4.1121e-02, 1.0443e-02, 2.9746e-03, 3.0153e-02, 2.4939e-02,\n", + " 4.8033e-03, -4.2075e-03, 1.9628e-02, -2.6112e-02, -3.7043e-02,\n", + " 5.2213e-02, -4.7460e-03, 2.9167e-02, -4.8235e-02, 1.2244e-02,\n", + " -6.2949e-03, -1.5654e-02, 4.5905e-03, -6.3950e-02, 1.1996e-03,\n", + " 1.6178e-02, 4.3849e-02, -4.3670e-02, 2.5790e-02, 1.9986e-02,\n", + " 1.2233e-02, 5.3127e-02, -4.7537e-02, 6.3892e-02, -1.2306e-01,\n", + " -1.8763e-02, 3.6784e-02, 1.2247e-02, -3.3563e-03, 1.6494e-02,\n", + " 1.2450e-02, 4.7146e-03, -3.8651e-03, -4.7934e-02, 1.9080e-02,\n", + " -1.1041e-02, -1.4216e-02, 1.3812e-03, 1.9188e-02, 7.2914e-03,\n", + " -1.1935e-01, -4.3050e-02, -2.1662e-02, -1.0716e-03, 2.9766e-02,\n", + " -1.9424e-02, 5.8247e-02, 3.6539e-02, -7.7072e-03, 9.1315e-03,\n", + " -2.7617e-02, 2.4536e-02, 4.5506e-02, 4.1027e-02, -1.1658e-02,\n", + " 7.8855e-02, -3.6165e-02, -3.6825e-02, -1.7130e-02, 7.3054e-03,\n", + " -2.6954e-02, 8.5012e-03, 2.8637e-02, -1.4320e-02, -4.3627e-03,\n", + " -7.8156e-03, 2.6693e-02, -7.2972e-03, 1.7889e-02, -3.1818e-02,\n", + " 1.7013e-02, 1.0948e-02, -1.9654e-03, 6.3723e-02, -3.8268e-02,\n", + " 1.3544e-02, 4.9978e-03, 2.5393e-02, -1.0683e-02, -2.5338e-03,\n", + " 9.0174e-03, 4.9625e-02, 1.0146e-02, -6.3194e-04, -3.9211e-03,\n", + " 2.7817e-02, 1.4971e-02, -1.0739e-02, 1.3668e-02, -2.3081e-03,\n", + " -2.8278e-03, 1.1369e-02, 5.8474e-03, -1.6771e-02, 7.8686e-03,\n", + " -3.2327e-02, 5.6396e-03, -8.7094e-04, 3.1780e-02, -9.8636e-03,\n", + " -1.8718e-02, 2.0811e-02, 1.4764e-03, 5.2273e-03, 5.3324e-02,\n", + " -1.8688e-02, 3.2706e-03, 3.4752e-02, -2.2398e-02, -8.4778e-03,\n", + " 3.3850e-02, 2.9346e-02, 1.2651e-02, 5.0670e-02, 3.9840e-03,\n", + " -1.0369e-02, -5.9367e-02, 4.1794e-03, -2.8161e-02, -1.6118e-02,\n", + " 1.2228e-02, 1.5572e-02, -1.4208e-02, 1.7449e-02, -9.2614e-03,\n", + " -2.0582e-02, 1.8352e-02, 1.6113e-02, -2.0947e-02, 8.1029e-03,\n", + " -8.2242e-03, 5.0418e-04, -2.0142e-02, -3.3057e-02, -3.4777e-02,\n", + " -3.6813e-02, 1.8854e-02, -2.8563e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.9803, 0.9600, 0.9637, 0.9604, 0.9801, 0.9852, 0.9647, 0.9732, 0.9504,\n", + " 0.9455, 0.9436, 0.9255, 0.9688, 1.0137, 0.9696, 0.9470, 0.9541, 0.9688,\n", + " 0.9607, 1.0129, 0.9547, 0.9994, 0.9589, 0.9626, 0.9611, 0.9477, 0.9662,\n", + " 0.9719, 0.9322, 0.9335, 0.9369, 0.9528, 0.9770, 0.9756, 0.9897, 0.9819,\n", + " 0.9536, 0.9590, 0.9787, 0.9738, 0.9538, 0.9587, 0.9712, 0.9642, 0.9438,\n", + " 0.9498, 1.0307, 0.9679, 1.0027, 0.9406, 0.9837, 0.9559, 0.9979, 1.1031,\n", + " 0.9686, 0.9263, 0.9452, 0.9659, 0.9413, 0.9576, 0.9359, 0.9370, 0.9980,\n", + " 0.9974, 0.9423, 0.9729, 0.9564, 0.9696, 0.9510, 0.9692, 0.9297, 0.9385,\n", + " 0.9804, 0.9449, 0.9775, 0.9626, 0.9228, 1.0288, 0.9424, 0.9509, 0.9548,\n", + " 0.9650, 0.9689, 0.9409, 0.9266, 0.9493, 0.9271, 0.9496, 0.9633, 0.9474,\n", + " 0.9221, 0.9368, 1.0719, 0.9362, 0.9120, 0.9327, 0.9805, 0.9780, 0.9435,\n", + " 0.9650, 0.9611, 0.9778, 0.9410, 0.9220, 0.9338, 0.9258, 0.9603, 0.9560,\n", + " 0.9592, 0.9082, 0.9853, 0.9520, 0.9934, 0.9540, 0.9563, 0.9451, 0.9476,\n", + " 0.9514, 0.9340, 0.9333, 0.9702, 0.9847, 0.9719, 0.9346, 0.9551, 0.9391,\n", + " 0.9346, 0.9403, 0.9532, 0.9582, 0.9530, 0.9402, 0.9986, 0.9437, 0.9454,\n", + " 0.9636, 0.9635, 0.9413, 0.9591, 1.0226, 0.9780, 1.0014, 0.9647, 0.9678,\n", + " 0.9492, 1.6253, 0.9576, 0.9485, 0.9356, 0.9474, 0.9285, 0.9583, 0.9150,\n", + " 0.9747, 0.9430, 0.9546, 0.9734, 0.9274, 0.9657, 0.7153, 0.9681, 0.9739,\n", + " 0.9174, 0.9704, 0.9418, 0.9686, 0.9454, 0.9472, 1.0759, 0.9786, 0.9575,\n", + " 0.9711, 0.9533, 0.9908, 0.9516, 1.1062, 0.9354, 0.9426, 0.9342, 0.9759,\n", + " 0.9367, 0.9638, 0.9678, 0.9765, 0.9713, 0.9399, 0.9780, 0.9913, 0.9411,\n", + " 0.9455, 0.9663, 0.9835, 1.0152, 0.9460, 0.9781, 0.9700, 0.9741, 0.9605,\n", + " 0.9640, 0.9187, 0.9634, 0.9850, 1.0016, 0.9605, 0.9603, 0.9360, 0.9766,\n", + " 0.9278, 0.9646, 0.9340, 0.9414, 0.9418, 0.9673, 0.9214, 0.9628, 0.9654,\n", + " 0.7206, 0.9750, 1.0360, 0.9498, 0.9643, 0.9835, 0.9611, 0.9453, 0.9653,\n", + " 0.8490, 0.9403, 0.9093, 0.9467, 0.9648, 0.9366, 0.9508, 0.9617, 0.9487,\n", + " 0.9525, 0.9502, 0.9520, 0.9478, 0.9458, 0.9259, 0.9569, 0.9503, 0.9342,\n", + " 0.9487, 0.9456, 0.9198, 0.9545, 0.9189, 0.9100, 0.8780, 0.9456, 1.0188,\n", + " 0.9469, 0.9496, 0.9664, 0.9517, 0.9474, 0.9560, 0.9190, 0.9289, 0.9610,\n", + " 0.9351, 0.9734, 0.9570, 0.9909, 0.9696, 0.9253, 0.9586, 0.9377, 0.9574,\n", + " 0.9543, 0.9445, 0.9448, 0.9551, 0.9861, 0.9357, 0.9279, 0.9654, 0.9544,\n", + " 0.9458, 0.9271, 0.9550, 0.9478, 0.9429, 0.9704, 0.9679, 0.9450, 0.9801,\n", + " 0.9430, 0.9503, 0.9784, 0.9588, 0.9584, 0.9361, 0.9489, 0.9109, 0.8780,\n", + " 1.0235, 0.9803, 0.9438, 0.9749, 0.9752, 0.9540, 0.9603, 1.0577, 0.9784,\n", + " 0.9325, 0.9625, 2.9968, 0.9347, 0.9097, 0.9354, 0.9362, 0.9823, 0.9857,\n", + " 0.9476, 0.9624, 0.9356, 0.9428, 0.9555, 0.9447, 0.9380, 0.9207, 0.9380,\n", + " 0.9432, 0.9540, 0.9536, 0.9403, 0.9371, 0.9302, 0.9234, 0.8713, 0.9428,\n", + " 0.9738, 0.9571, 0.9547, 0.9450, 0.9506, 0.9701, 0.9686, 0.9088, 1.0202,\n", + " 0.9549, 0.9366, 0.9495, 1.0086, 0.9502, 0.9595, 0.9448, 0.9581, 0.9719,\n", + " 0.9667, 0.9312, 0.9766, 0.9612, 0.9701, 0.9557, 0.9310, 0.9448, 0.9436,\n", + " 0.9655, 0.9420, 0.9507, 0.9503, 0.9620, 0.9638, 0.9427, 0.9455, 0.9614,\n", + " 0.9319, 0.9631, 0.9889, 0.9676, 0.9360, 0.9679, 0.9588, 0.9402, 0.9587,\n", + " 0.9321, 0.9602, 0.9712, 1.1794, 0.9515, 0.9765, 0.9445, 0.9376, 0.9764,\n", + " 0.9741, 0.9851, 0.9733, 0.9154, 0.9476, 0.9585, 0.9437, 0.9728, 0.9696,\n", + " 0.9303, 0.9575, 0.9517, 0.9531, 0.9348, 0.9586, 0.9289, 0.9690, 0.9374,\n", + " 0.9464, 0.9586, 0.9375, 0.9575, 0.9683, 0.9699, 0.9256, 0.9498, 0.9869,\n", + " 0.9342, 0.9396, 0.9518, 0.9519, 0.9437, 0.9504, 0.9421, 0.9314, 0.9705,\n", + " 0.9519, 0.9477, 0.9443, 0.9345, 0.9736, 0.9602, 0.9522, 0.9386, 0.9297,\n", + " 0.9420, 0.9370, 0.9438, 0.9607, 0.9393, 0.9488, 0.9747, 0.9740, 0.9539,\n", + " 0.9719, 0.9376, 1.0158, 0.9513, 0.9557, 0.9795, 0.9502, 0.9329, 0.9272,\n", + " 0.9337, 0.9690, 1.0126, 0.9718, 0.9560, 0.9508, 0.9295, 0.9750, 0.9184,\n", + " 0.9630, 0.9436, 0.9183, 0.9682, 0.9579, 0.9582, 0.9719, 0.9593, 0.9649,\n", + " 0.9551, 0.9201, 0.9851, 0.9559, 0.9730, 0.9563, 0.9155, 0.9522, 0.9568,\n", + " 0.9531, 0.9582, 0.9442, 0.9689, 0.9702, 0.8536, 0.9278, 0.9635, 0.9421,\n", + " 0.9146, 0.9667, 0.9451, 0.9482, 0.9539, 0.9730, 0.9438, 0.9845, 0.9964,\n", + " 0.9473, 1.0750, 0.9624, 0.9765, 0.9419, 0.9433, 0.9702, 0.9150, 0.9575,\n", + " 0.9413, 1.0038, 0.9449, 0.9344, 0.9532, 0.9840, 0.9875, 0.9515, 0.9778,\n", + " 0.9368, 0.9451, 0.9565, 0.9460, 0.8238, 0.9651, 0.9378, 0.9508, 0.9481,\n", + " 0.9709, 0.9565, 0.9691, 0.9621, 0.9449, 0.9364, 0.9428, 0.7577, 0.9599,\n", + " 0.9845, 0.9525, 0.9472, 0.9559, 0.9536, 0.9680, 0.9552, 0.9387, 1.0333,\n", + " 0.9422, 0.8801, 0.9566, 0.9472, 0.9537, 0.8967, 0.9581, 0.9847, 0.9455,\n", + " 0.9709, 0.9517, 0.9380, 0.9527, 0.9550, 0.9548, 0.9555, 0.9482, 0.9709,\n", + " 0.9482, 0.9600, 0.9339, 0.9534, 0.9738, 0.9765, 0.9532, 0.9407, 0.9695,\n", + " 0.9408, 0.9763, 0.9680, 0.9314, 0.9643, 0.9531, 0.9352, 0.9703, 0.9490,\n", + " 0.9552, 0.9774, 0.9496, 0.9592, 0.9359, 0.9286, 0.9809, 0.9391, 0.9554,\n", + " 0.9604, 0.9919, 0.9892, 0.9532, 0.9621, 0.9564, 0.9727, 0.9559, 0.9488,\n", + " 0.9257, 0.9428, 0.9470, 0.9605, 0.9531, 0.9485, 0.9348, 0.9533, 0.9760,\n", + " 0.9552, 0.9800, 0.9490, 0.9928, 0.9467, 0.9634, 0.9542, 0.9656, 0.9502,\n", + " 0.9484, 0.9457, 0.8506, 0.9479, 0.9306, 0.9506, 0.9820, 0.9404, 0.9443,\n", + " 0.9660, 0.9463, 0.9364, 0.9670, 0.9334, 0.9435, 0.9640, 0.9324, 0.9535,\n", + " 0.9343, 0.9409, 0.9365, 0.9357, 0.9530, 0.9503, 0.9757, 0.9440, 0.9457,\n", + " 0.9562, 0.9769, 0.9572, 0.9432, 0.9108, 0.9517, 0.9432, 0.9639, 0.9336,\n", + " 0.9541, 0.9579, 0.9651, 0.9497, 0.9246, 0.9530, 1.0747, 0.9240, 0.9244,\n", + " 0.9591, 0.9688, 0.9424, 0.9484, 0.9640, 0.9501, 0.9493, 0.9506, 0.9345,\n", + " 0.9669, 0.9735, 0.9465, 0.9350, 0.9889, 0.9660, 0.9585, 0.9397, 0.9347,\n", + " 0.9380, 0.9731, 0.9760, 0.9567, 0.9851, 0.9694, 0.9465, 0.9863, 0.9611,\n", + " 0.9632, 0.9644, 0.9449, 0.9680, 0.9952, 0.9633, 0.9373, 0.9777, 0.9459,\n", + " 0.9547, 0.9405, 0.9747, 0.9294, 0.9280, 0.9388, 0.7935, 1.0033, 0.9642,\n", + " 0.9527, 0.9665, 0.9753, 0.9216, 0.9908, 0.9443, 0.9560, 0.9666, 0.9097,\n", + " 0.9624, 0.9813, 0.9554, 0.9560, 0.9626, 0.9598, 0.9389, 0.9468, 0.9368,\n", + " 0.9615, 0.9698, 0.9458, 0.9310, 0.9451, 0.9507, 0.9571, 0.9754, 0.9547,\n", + " 0.9290, 0.9744, 0.9839, 0.9426, 1.0479, 0.9855, 0.9264, 0.9772, 0.9563,\n", + " 0.9852, 0.9318, 0.9340, 0.9573, 0.9755, 0.9436, 0.9368, 0.9418, 0.9439,\n", + " 0.9370, 0.9602, 0.9647, 0.9584, 0.9886, 0.9391, 0.9924, 0.9456, 0.9325,\n", + " 1.0528, 0.9822, 0.9245, 0.9366, 0.9576, 0.9250, 0.9418, 0.9593, 0.9578,\n", + " 0.9433, 0.9443, 0.9843], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.5779e-01, -3.0779e-02, -2.7727e-01, -3.8848e-01, 3.6842e-01,\n", + " -4.6472e-01, 5.1851e-01, 1.9574e-01, 8.7187e-03, 3.1131e-03,\n", + " 5.5911e-02, 2.4082e-01, -5.1561e-01, 6.2018e-01, 1.4133e-01,\n", + " -1.6917e-01, -4.1995e-01, -4.1823e-01, 9.1310e-02, 6.0748e-01,\n", + " 3.0194e-01, -5.0551e-01, 3.5331e-01, 2.8206e-01, -3.8062e-01,\n", + " 2.6253e-01, 3.4851e-01, -2.2527e-01, -2.3179e-01, 4.9910e-02,\n", + " -1.3719e-01, -1.3108e-02, 3.7722e-01, -2.3444e-01, 1.1979e-01,\n", + " -2.4452e-01, -1.6823e-01, 1.0540e-01, 2.1502e-01, -4.5368e-01,\n", + " -1.2537e-01, -3.5397e-01, -9.3293e-02, 1.4271e-01, -8.3512e-02,\n", + " -1.6169e-01, -2.2406e-01, -2.1923e-01, 1.8921e-01, 1.3868e-02,\n", + " -4.2275e-01, 1.5757e-01, 5.7117e-01, -1.0727e+00, 2.0317e-01,\n", + " -2.6968e-01, 3.5703e-02, -4.5939e-01, 1.2789e-02, -2.7969e-01,\n", + " -6.7436e-02, 1.2649e-01, -7.5450e-01, -5.7181e-01, -2.1688e-01,\n", + " -7.7041e-02, 8.0409e-02, 2.9004e-02, 6.0335e-02, -1.9877e-01,\n", + " 1.0162e-01, 3.9425e-02, -5.8807e-01, -2.8840e-01, 1.6118e-01,\n", + " 3.2292e-01, 1.1399e-01, 1.0226e-01, 8.0797e-02, -9.5462e-02,\n", + " 4.1979e-02, 1.6093e-02, 1.4859e-01, -3.1781e-02, 2.3659e-01,\n", + " 1.4564e-01, -2.0450e-01, 5.2473e-02, 9.9538e-02, 1.1062e-01,\n", + " -1.4813e-02, -8.4609e-02, 8.3361e-01, 3.1535e-02, 9.8567e-02,\n", + " 5.8572e-02, 1.7659e-01, -1.9438e-01, -2.3140e-02, -1.0675e-01,\n", + " -8.3583e-02, 2.3579e-01, -3.0846e-02, -8.2531e-02, 1.0158e-01,\n", + " 2.1368e-01, -4.1900e-01, -7.3500e-02, 3.2035e-01, -1.0121e-01,\n", + " -8.6561e-02, 3.2273e-01, -7.9946e-01, -3.8830e-01, 8.7751e-02,\n", + " 9.8826e-02, 1.4594e-01, 1.5980e-01, -8.1347e-02, 9.0685e-02,\n", + " -1.9815e-01, -2.1831e+00, -1.9101e-01, 1.1689e-01, 7.2769e-02,\n", + " -3.5399e-02, -9.5608e-02, 9.0747e-02, 1.6770e-01, -9.6488e-02,\n", + " -5.8986e-02, 3.2005e-01, -1.2898e-01, 1.1754e-01, -2.0203e-01,\n", + " -3.2818e-01, -3.7609e-01, -2.4728e-01, -3.7931e-01, -7.4452e-01,\n", + " -9.8233e-02, 4.0150e-02, -1.6278e-01, 1.8381e-01, 2.0925e-01,\n", + " -2.3191e+00, -1.3307e-01, -2.5176e-01, 9.7895e-02, 2.0272e-01,\n", + " 1.5451e-01, 2.1300e-01, -1.6771e-01, 7.0515e-02, 6.5330e-02,\n", + " 5.7360e-02, 3.8225e-01, 3.2131e-01, 2.2921e-01, 4.1994e-01,\n", + " -1.2706e-01, 1.6592e-01, 3.4706e-02, 5.5698e-02, 9.0083e-02,\n", + " 7.5522e-02, -2.5302e-03, -2.9655e-01, -1.7065e+00, -1.3616e-01,\n", + " -1.6343e-02, 2.4872e-01, 2.9591e-01, 5.0073e-01, 1.7376e-01,\n", + " 5.1711e-01, -2.7242e-02, 1.7358e-01, 1.9530e-01, 4.6222e-02,\n", + " -1.2768e-01, -1.5709e-01, 3.3921e-01, 4.4341e-01, 3.6406e-01,\n", + " 3.9709e-02, 4.6085e-01, 5.6007e-01, 5.8145e-02, -2.1166e-02,\n", + " -3.1091e-01, -4.2733e-01, 5.9941e-01, -2.4489e-01, -1.9952e-01,\n", + " 5.7874e-02, -8.5775e-02, 1.7438e-01, -2.3140e-01, 1.2576e-01,\n", + " -9.4729e-02, 4.7020e-01, 2.4542e-01, 3.7365e-01, 1.8621e-02,\n", + " 1.7672e-01, 4.8899e-01, -1.2693e-01, -6.6310e-02, -1.2871e-01,\n", + " 5.8599e-02, -2.2685e-01, 2.8196e-01, 1.9973e-01, 4.2373e-02,\n", + " -4.2278e-01, -2.2370e-01, -9.6376e-02, 7.3086e-01, 1.6561e-01,\n", + " 1.1794e-01, 4.1491e-01, 2.3683e-01, -3.5037e-01, 1.1536e-01,\n", + " 1.2638e-01, -9.9769e-02, -1.8797e-01, -1.9788e-02, 9.1197e-02,\n", + " 2.1268e-01, -7.7420e-02, 2.3824e-01, -9.8953e-02, 1.4712e-01,\n", + " 2.5991e-01, 2.0597e-01, 1.9612e-01, 8.6431e-02, -2.5320e-01,\n", + " -2.6983e-01, 5.0922e-02, 3.9305e-02, 3.1508e-01, -1.1796e-02,\n", + " 2.4797e-01, -4.7900e-01, 3.9374e-02, -1.5620e-01, -9.9864e-02,\n", + " 3.1478e-01, 4.6956e-01, -1.0247e-01, -4.3489e-02, 8.4172e-03,\n", + " -8.0305e-02, -2.9134e-01, -2.2966e-01, 1.5391e-01, 2.0498e-02,\n", + " 2.5726e-01, -5.2779e-02, 3.2498e-01, 1.0985e-01, 6.1144e-01,\n", + " 3.0967e-01, -5.7404e-02, 1.4842e-01, 6.7556e-02, 2.2393e-02,\n", + " 1.2113e-01, -7.1725e-02, -6.6165e-03, -9.5795e-02, -2.4788e-01,\n", + " 1.6128e-01, -2.3460e-02, -2.4699e-01, -4.4107e-02, -1.5102e-01,\n", + " 7.3968e-02, 1.1620e-01, 2.2701e-02, 3.4940e-02, -1.6602e-01,\n", + " -3.8707e-01, 1.2303e-02, 1.4317e-01, 1.4177e-01, 7.1162e-02,\n", + " 3.0388e-04, 4.2850e-01, -2.7111e-01, 1.2200e-02, 4.7172e-02,\n", + " -1.0342e-01, -3.6852e-01, 7.2947e-01, -1.3952e-01, -1.9715e-01,\n", + " -1.2032e-02, -2.5648e-01, -4.9745e-03, 1.7163e-01, 4.5461e-01,\n", + " 2.8798e-01, 8.4074e-02, -2.7832e-01, -4.2050e+00, -2.5436e-01,\n", + " 9.3863e-02, 4.2393e-01, -1.4098e-01, -3.2062e-01, 2.9002e-01,\n", + " -2.0093e-01, 7.9890e-02, -1.0732e-01, 8.0788e-02, 1.2386e-01,\n", + " -3.8590e-02, -1.7305e-02, 1.0622e-01, -3.2384e-02, 9.4720e-02,\n", + " 3.3051e-01, 1.3069e-01, -4.0660e-02, -8.2832e-02, 1.4092e-01,\n", + " -1.5917e-01, -1.3184e-01, -2.3219e-01, 1.9032e-01, -6.3644e-02,\n", + " 1.1415e-01, 7.6270e-02, 8.0228e-02, -1.4469e-02, 3.8586e-01,\n", + " -1.4446e-02, 2.1612e-01, -2.0589e-01, 1.9103e-01, -3.1480e-01,\n", + " 4.1715e-01, -4.0220e-02, -3.6441e-01, -3.2468e-01, -4.1474e-01,\n", + " -9.7549e-02, 3.0935e-01, -1.1352e-01, 2.9126e-01, -1.6827e-01,\n", + " -3.7892e-01, -2.7938e-01, -1.7717e-01, -1.8205e-01, -4.8331e-02,\n", + " 3.1176e-01, -1.6180e-01, -2.8250e-02, 1.6033e-02, -8.6836e-02,\n", + " 5.9511e-02, -4.0695e-02, -2.5213e-02, -1.0682e-01, 1.9171e-01,\n", + " -3.6004e-01, -5.2505e-03, 1.4575e-01, 1.3395e-01, -3.3098e-01,\n", + " -1.1654e-01, -5.1699e-02, -8.5458e-02, -8.0447e-02, -2.6068e-02,\n", + " 2.7269e-02, -7.5727e-01, 2.5966e-01, -4.4027e-01, -7.8031e-02,\n", + " -8.4315e-02, -2.4545e-01, 1.8171e-01, 2.8277e-02, -2.9943e-01,\n", + " -1.0525e-01, -5.0601e-02, 3.7778e-01, 2.3072e-01, 9.0232e-02,\n", + " 9.3683e-03, 6.7106e-03, -3.1979e-03, 5.5597e-02, -1.5697e-01,\n", + " 1.5346e-01, -1.6227e-01, 1.1222e-02, -1.6931e-01, 1.8144e-01,\n", + " -2.7496e-01, 2.7094e-01, -1.6177e-01, 7.7760e-02, -1.7393e-02,\n", + " -3.5944e-01, -2.4198e-01, 2.9998e-03, 2.2186e-02, -1.7116e-01,\n", + " -8.4470e-03, 1.2028e-01, 1.0575e-01, 1.4780e-01, -7.6587e-02,\n", + " -2.4664e-01, -1.6266e-01, 2.2838e-01, -2.5268e-01, -1.0427e-01,\n", + " 1.3195e-01, 5.5370e-02, -5.3158e-02, -8.2787e-02, -2.8575e-01,\n", + " 2.4239e-01, -8.1294e-02, -1.1476e-01, -6.2154e-02, 1.4437e-01,\n", + " 1.7578e-01, -5.2239e-02, -9.5052e-02, -1.2310e-01, -2.4028e-01,\n", + " 1.3541e-01, 7.9743e-02, -2.3021e-02, -1.0104e+00, -9.5809e-02,\n", + " 1.5992e-01, -4.5510e-01, 2.8368e-03, -9.2517e-02, -4.2022e-02,\n", + " -1.2421e-01, 1.3576e-01, 4.9815e-01, -2.2489e-01, 8.6401e-02,\n", + " -3.2181e-02, 4.6024e-02, 1.0783e-01, -1.9738e-01, -2.4705e-01,\n", + " 1.7003e-01, -1.4377e-01, 6.0836e-02, 3.7177e-01, 2.8434e-01,\n", + " -4.9227e-01, -3.5588e-01, 2.7315e-01, 2.5845e-01, 3.6018e-02,\n", + " 1.9522e-01, -1.7843e-01, -1.6051e-01, -8.7167e-02, 1.0288e-01,\n", + " 2.5660e-01, -3.0730e-01, -7.0951e-02, -1.3980e-01, -1.1663e-01,\n", + " -2.4542e-01, 2.1354e-01, 2.2251e-01, 4.8302e-02, -2.6383e-02,\n", + " 1.3435e-01, -2.7807e-03, 3.2373e-01, -2.5855e-01, -1.2901e-01,\n", + " -1.2035e-01, -3.6396e-01, 3.1163e-01, -2.9464e-01, -5.5448e-01,\n", + " -2.0348e-01, -1.0431e+00, 1.1943e-01, -2.1489e-01, -6.0388e-02,\n", + " -1.4263e-01, 9.8254e-02, 1.1313e-02, 8.6843e-02, 1.2205e-01,\n", + " -2.2595e-01, 2.2344e-01, -1.0910e-02, -2.9116e-01, 2.9904e-02,\n", + " -1.0634e-01, -2.5080e-01, 5.3800e-01, 2.7363e-03, -2.8436e-01,\n", + " 2.2562e-01, -1.5355e-01, -9.6141e-03, -3.5160e-01, -7.4145e-02,\n", + " -1.8211e-01, 2.3844e-01, 1.6109e-01, 5.2170e-03, -3.1517e-01,\n", + " 5.5372e-02, 6.3091e-02, 3.9125e-02, 6.3962e-02, 1.9221e-02,\n", + " -4.3275e-02, -1.3064e-01, 1.7295e-01, -1.1225e-01, -8.6447e-02,\n", + " -2.3046e-01, -2.7106e-01, 2.3793e-01, 1.9401e-01, -1.3288e-01,\n", + " 3.3715e-01, -2.0408e+00, -1.2686e-01, 2.4828e-01, 3.8096e-02,\n", + " -5.7901e-01, -4.0854e-01, -4.7542e-01, 2.1448e-01, 3.9830e-01,\n", + " 1.6589e-02, -1.2844e-01, 1.1775e-01, 1.8905e-01, 1.3855e-01,\n", + " -5.2613e-02, 1.8299e-01, 2.8172e-01, 6.4889e-02, -1.1898e-01,\n", + " -9.3644e-02, -4.2899e-01, -3.1068e-01, -2.3766e-01, 1.3886e-01,\n", + " 1.0111e-01, 5.4710e-02, -6.8540e-02, -7.1702e-02, -5.3793e-02,\n", + " 2.6247e-01, -5.1968e-02, 2.7869e-02, -3.1397e-01, 1.5931e-01,\n", + " 5.0571e-02, 2.3991e-03, -4.2980e-01, 9.4605e-02, 1.8283e-02,\n", + " -9.3458e-02, -2.7621e-01, 3.9827e-01, 1.0785e-01, 8.0008e-02,\n", + " 1.7207e-01, 5.6882e-01, -4.8990e-02, -1.9813e-01, -1.7304e-01,\n", + " 2.9611e-02, -3.1768e-01, 1.7857e-01, -2.7627e-02, 2.5045e-01,\n", + " -3.4368e-02, 1.4131e-01, 6.0893e-02, 1.0880e-01, 9.3515e-02,\n", + " 3.5295e-02, 2.0938e-01, -2.2219e-01, 1.4256e-02, 4.1997e-02,\n", + " 3.5206e-01, 2.3682e-01, 3.6627e-01, 7.4852e-02, 4.1111e-02,\n", + " -1.5028e-02, 1.4411e-01, 4.1050e-02, 7.1006e-02, 2.7073e-01,\n", + " 1.0409e-02, 2.8577e-01, -1.1552e-01, 1.6381e-01, 3.3565e-01,\n", + " 9.1178e-02, -1.6104e-01, 6.8311e-02, 3.8821e-02, -3.7638e-03,\n", + " -3.6849e-02, 1.6130e-01, -3.0216e-01, 4.1257e-02, -2.3570e-02,\n", + " 9.5418e-02, 3.6305e-02, -1.3093e-01, 6.8629e-02, 2.2442e-01,\n", + " -6.7986e-02, 1.8033e-01, 8.5662e-02, 8.6606e-02, 3.3871e-01,\n", + " -2.5409e-01, -3.1649e-02, 1.5144e-01, 2.0081e-04, -1.5954e-01,\n", + " -5.0360e-02, 3.1934e-01, -1.0287e-01, 1.6966e-02, 2.8538e-01,\n", + " -1.7526e-01, 2.4329e-02, -1.1036e-01, 1.5191e-01, -2.1836e+00,\n", + " 7.9322e-02, -2.7441e-01, -1.9576e-01, 3.3840e-02, 1.0629e-01,\n", + " 2.3421e-02, -2.0076e-01, 8.8187e-02, -1.6784e-03, 9.1988e-02,\n", + " -2.9274e-01, 2.8228e-02, -5.1979e-01, 7.9986e-02, -7.7685e-02,\n", + " -5.1658e-01, 3.0614e-01, -3.9945e-03, -1.7505e-01, -1.7647e-02,\n", + " 1.2386e-01, 5.8742e-01, 2.6091e-01, 2.7960e-02, -3.4600e-01,\n", + " 1.1717e-01, -6.1749e-02, 5.3778e-01, -4.1136e-02, -5.9014e-02,\n", + " -2.4886e-01, 1.5767e-01, -3.5779e-01, -2.1397e-01, 1.1481e-01,\n", + " 7.5155e-02, 4.3344e-01, 5.5837e-02, 3.5340e-02, -3.0472e-01,\n", + " 3.9934e-01, -1.5702e-01, -1.4878e-01, -1.7719e-02, -1.1608e-01,\n", + " 2.5856e-01, -1.6643e-03, -6.5223e-01, 1.6385e-01, -2.7505e-01,\n", + " 1.0384e-01, 3.7984e-01, 2.1218e-01, 2.5017e-02, -1.8059e-01,\n", + " -2.2721e-02, 2.7475e-01, -8.2843e-02, 7.3440e-02, -1.4869e-01,\n", + " 2.8977e-01, -9.6194e-02, 1.4089e-01, -5.1639e-02, 2.0427e-01,\n", + " -4.0324e-02, -2.2649e-01, 1.3113e-01, 7.0327e-02, 2.1987e-01,\n", + " 1.7708e-02, 5.3146e-03, 9.0577e-02, -3.3763e-01, 1.4876e-02,\n", + " -1.4211e-01, 2.3519e-01, -1.1914e-01, 1.8204e-01, 3.7865e-01,\n", + " 1.1441e-01, 1.4693e-01, -1.8860e-01, -3.3452e-01, 1.1414e-01,\n", + " -1.2545e-01, -4.5164e-02, 3.5454e-01, -2.0422e-01, 2.1010e-01,\n", + " 9.7233e-02, -6.0321e-02, 4.0888e-02, -6.9791e-02, 9.1207e-02,\n", + " 3.4400e-02, -2.6270e-01, -1.3780e-01, 4.6468e-01, -7.5957e-02,\n", + " 2.7630e-01, -7.1750e-01, 2.3536e-01, -1.9085e-01, 1.4375e-01,\n", + " 1.9734e-01, 8.4099e-02, -7.5527e-02, -2.6766e-01, 6.8218e-02,\n", + " 1.6433e-01, -9.0216e-02, -1.2453e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1150, -0.0963, -0.1240, ..., -0.1097, -0.1348, -0.0836],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.8010e-02, 1.9767e-01, 2.1549e-02, 2.8807e-02, 4.4430e-02,\n", + " 3.8340e-02, -5.3300e-02, 5.6951e-02, 1.9442e-02, 8.7280e-02,\n", + " -8.8791e-03, 3.7249e-02, 4.0483e-02, -1.0549e-01, -1.2421e-01,\n", + " 7.0576e-02, 2.3329e-01, -5.2639e-02, -4.7087e-02, -3.8561e-02,\n", + " -6.1586e-02, -9.7612e-02, -1.3241e-02, -5.9464e-02, 1.8142e-02,\n", + " 1.7625e-02, -1.4896e-01, 8.8940e-02, -1.1231e-01, -4.7723e-02,\n", + " 4.9702e-02, -1.9737e-02, 4.1528e-02, -3.7544e-03, 4.3160e-03,\n", + " 1.2059e-01, 1.6261e-02, 6.2070e-02, -4.6008e-02, 1.9503e-02,\n", + " -2.5623e-02, 4.2112e-02, -1.0778e-02, -3.2083e-02, 2.9027e-02,\n", + " -4.8618e-02, 3.2160e-02, 1.1317e-01, 6.0037e-02, -1.1155e-01,\n", + " -7.6731e-02, -2.0878e-02, 9.6323e-02, 1.4461e-01, 5.0177e-03,\n", + " -3.2338e-02, -3.4508e-02, -3.1527e-02, 4.5023e-02, -1.6768e-01,\n", + " -5.3750e-02, 4.8414e-02, -2.4743e-01, -1.2151e-01, -9.0054e-03,\n", + " 6.2452e-02, -1.0644e-01, -2.5222e-02, -3.2597e-03, 1.0881e-01,\n", + " -1.3938e-01, 4.3541e-02, -3.0407e-02, -2.3211e-02, 7.2426e-02,\n", + " 1.9633e-04, 2.2349e-02, 1.1204e-01, 8.7794e-02, 8.7696e-02,\n", + " 4.9284e-02, -4.6989e-02, -1.1226e-02, 9.2780e-02, 5.0919e-02,\n", + " -1.3376e-01, -1.0649e-02, 4.3067e-02, -4.7701e-02, 5.2816e-02,\n", + " -3.7853e-02, -4.4982e-02, -2.4674e-01, -7.2816e-02, 8.1275e-02,\n", + " 6.3514e-02, 1.7031e-01, 1.0835e-02, 3.7936e-02, -3.0757e-02,\n", + " -1.5340e-02, 9.3159e-03, 8.2226e-03, -7.1832e-03, 8.2380e-02,\n", + " 1.6160e-01, -2.6376e-02, 1.9110e-02, -7.9153e-02, -1.2324e-01,\n", + " 2.8771e-02, -1.2279e-01, 1.7649e-02, 6.8271e-02, -9.7566e-02,\n", + " 5.1223e-02, -6.6518e-02, 4.5111e-02, -4.4477e-02, -1.0109e-02,\n", + " -5.0742e-02, 3.3932e-01, -7.6165e-02, 2.7056e-02, 7.1067e-02,\n", + " -4.8717e-02, 4.1337e-02, 3.2391e-02, -4.5657e-03, 1.2699e-01,\n", + " 1.8925e-02, -8.7038e-02, 1.2910e-01, -1.9275e-02, 4.7042e-02,\n", + " 3.3922e-02, 6.8185e-02, -7.0716e-02, 7.7589e-03, 3.2643e-01,\n", + " -6.9114e-03, 6.8111e-02, 7.6750e-02, 4.5530e-02, -6.0687e-02,\n", + " -1.8705e-01, 7.3627e-02, 1.4530e-01, -3.4712e-02, 7.8577e-02,\n", + " -2.4530e-02, 5.1641e-02, -6.0321e-02, 7.8745e-02, -9.8445e-03,\n", + " -7.7298e-02, 3.1875e-02, 2.6515e-02, 5.6336e-02, 9.8680e-02,\n", + " 9.3532e-02, -3.3222e-02, 2.2513e-02, 7.2079e-02, -1.3882e-02,\n", + " 9.6001e-02, 9.4511e-02, -7.5793e-02, 2.6624e-01, 5.2781e-02,\n", + " 1.9332e-02, 3.7815e-02, -2.5005e-02, 2.7255e-02, 2.4904e-02,\n", + " 1.5208e-01, -8.3225e-04, -8.4741e-02, -6.0750e-02, -6.2618e-02,\n", + " 4.4976e-02, 2.1772e-02, -7.0207e-02, 1.5528e-02, -4.7035e-02,\n", + " 6.3562e-02, -5.0743e-03, 1.8272e-02, -1.7878e-02, -5.6244e-02,\n", + " -2.9550e-02, 4.8001e-02, -6.1972e-02, 8.3290e-03, 4.8348e-02,\n", + " 4.3448e-02, -2.1590e-02, -1.2168e-02, -7.9168e-02, 9.2927e-03,\n", + " 1.9331e-02, -4.0501e-02, 2.7964e-02, -3.4625e-02, 4.7186e-02,\n", + " -8.2418e-02, -2.5443e-02, 6.7418e-02, 2.8379e-02, 8.2834e-02,\n", + " 1.3543e-01, -1.6288e-02, 5.4049e-04, -4.1924e-02, -1.7971e-02,\n", + " -4.8998e-02, -1.8314e-01, -1.6682e-02, -3.3679e-02, -5.7463e-02,\n", + " -2.2263e-02, -3.2984e-03, -5.0864e-02, -1.6995e-02, 1.2254e-01,\n", + " -1.5656e-01, 2.0289e-02, 1.5739e-01, -3.8820e-02, -4.7138e-02,\n", + " 4.1190e-02, -5.3589e-02, 8.1206e-02, 5.0128e-02, 2.1197e-02,\n", + " 6.4570e-03, -7.9104e-03, -1.1829e-02, -2.6005e-02, 1.5963e-01,\n", + " -1.9161e-02, -3.5972e-02, 1.7945e-02, 2.0903e-02, -1.7463e-02,\n", + " -4.4287e-01, -1.2795e-01, -5.7360e-03, 8.0108e-02, -1.7980e-01,\n", + " 2.9702e-03, 4.3883e-02, -5.7639e-02, 6.2816e-02, 3.7962e-02,\n", + " 3.1397e-02, -1.2414e-02, 7.6223e-02, -1.8873e-02, -2.3022e-02,\n", + " -1.7749e-02, -7.3809e-02, 9.3333e-02, 4.7210e-03, -6.3795e-02,\n", + " 4.5902e-02, -4.3479e-02, 2.5801e-02, 5.4710e-02, 1.4153e-02,\n", + " 2.7883e-02, -4.8606e-02, 2.5065e-02, 1.0663e-01, -2.2049e-02,\n", + " -9.6186e-02, -5.2786e-02, 4.6394e-02, 3.2215e-02, 3.8721e-02,\n", + " -6.1756e-02, -2.2919e-02, -5.0411e-02, -2.6546e-01, 3.9662e-03,\n", + " 7.5883e-02, 1.2288e-03, -3.3548e-02, 5.5175e-03, 3.4531e-02,\n", + " -2.6999e-02, -5.4112e-02, -5.0014e-02, 4.6468e-03, 9.6950e-02,\n", + " -6.2570e-02, -1.0785e-01, -3.7512e-02, -5.6750e-03, -7.7408e-03,\n", + " 5.3743e-02, 9.4067e-02, 1.2694e-01, 1.6375e-02, -6.8527e-02,\n", + " 7.7643e-02, -9.0551e-02, 6.3939e-03, 6.4944e-02, 3.2686e-02,\n", + " -9.3631e-02, 1.3377e-01, -2.8720e-02, 9.4515e-02, -8.2525e-02,\n", + " 4.9157e-02, -4.1919e-03, 7.4139e-03, -5.6500e-02, 1.5414e-01,\n", + " 4.5277e-02, 5.9013e-02, 4.8169e-02, -1.4201e-01, 5.0386e-03,\n", + " -8.0460e-02, -4.4176e-02, -3.6205e-02, -5.2000e-02, -1.1648e-02,\n", + " 6.6375e-02, -5.2555e-01, 4.0184e-02, 9.5665e-02, -4.6243e-02,\n", + " -6.1948e-03, -5.7050e-03, -7.7476e-02, 1.5320e-02, 1.4949e-02,\n", + " -1.6625e-01, -4.5181e-02, -6.6106e-02, 6.9311e-02, -4.4522e-02,\n", + " 2.3970e-01, -2.4581e-02, 2.1030e-02, 1.8763e-01, -5.9326e-03,\n", + " 8.5257e-02, 2.4318e-02, -4.0278e-02, -2.5351e-01, 6.8265e-03,\n", + " 9.0889e-02, 6.6154e-03, -8.3764e-03, -4.9310e-03, -6.9946e-02,\n", + " 3.9976e-02, -6.4192e-03, -7.9565e-02, -1.7998e-02, 2.5283e-02,\n", + " -3.3219e-02, -9.2371e-02, -3.5545e-02, 3.6091e-03, -1.0486e-01,\n", + " -3.8423e-02, 1.3340e-01, -3.7292e-02, 8.2304e-02, 3.1617e-03,\n", + " 7.8589e-02, 8.3581e-03, -8.7944e-02, -4.1878e-02, 5.5108e-04,\n", + " 1.8815e-02, 3.9550e-02, -4.2423e-04, -5.9127e-02, 8.0169e-02,\n", + " 5.8580e-02, -8.2154e-02, 5.2416e-02, -9.1994e-02, -8.0835e-03,\n", + " -3.5220e-02, -5.6538e-02, -1.0454e-02, -1.7816e-01, 4.3322e-02,\n", + " -1.3003e-02, -4.8526e-02, -7.9673e-02, 1.0845e-01, 9.2085e-02,\n", + " -5.4072e-02, 1.3286e-01, -7.0045e-02, -6.9618e-02, -5.9291e-02,\n", + " -6.3794e-02, -1.0410e-02, -4.6357e-02, -4.7072e-02, -1.0031e-01,\n", + " -5.8751e-03, 6.8251e-02, 5.5020e-02, 8.9677e-02, -2.1195e-02,\n", + " -1.0062e-02, 2.5755e-02, 1.0923e-01, 3.9999e-02, 1.1458e-01,\n", + " 2.5082e-02, -1.2250e-01, 2.9895e-02, 6.2391e-02, 9.5979e-02,\n", + " 5.0071e-02, -8.0181e-02, -3.0511e-02, 5.8455e-04, 2.1120e-02,\n", + " 3.9784e-02, 2.2276e-02, -6.8040e-02, -1.2747e-01, -4.8475e-02,\n", + " 1.1656e-02, -8.0872e-02, -2.0806e-02, -2.7150e-02, -1.4182e-02,\n", + " -2.2249e-02, -1.8019e-02, 7.6419e-02, 7.6748e-02, 4.3732e-02,\n", + " 3.2807e-02, 2.5852e-03, 8.8951e-02, 2.8184e-02, -1.2460e-01,\n", + " -6.5656e-02, 2.4854e-03, 2.6771e-02, 9.3541e-03, 1.8825e-02,\n", + " 4.9196e-02, -1.8875e-02, -3.0863e-02, -2.5936e-02, -8.7842e-03,\n", + " -2.4595e-02, 4.6859e-02, -1.0391e-01, -2.4456e-02, -1.3674e-02,\n", + " 3.7742e-02, -2.5079e-02, -1.3928e-01, -9.5168e-02, 1.1791e-01,\n", + " -1.4344e-02, -5.9762e-03, 1.9814e-02, 1.9045e-02, -4.6420e-02,\n", + " -7.7805e-02, -9.0543e-02, -1.8710e-03, -2.6866e-02, -2.6782e-02,\n", + " 3.6877e-02, -5.5585e-02, -3.9800e-01, -1.4690e-01, -9.8243e-02,\n", + " 7.1951e-03, 5.7249e-02, -2.4714e-02, -1.1899e-01, 4.8455e-02,\n", + " 2.1811e-03, 2.1214e-02, -5.6207e-02, 1.1493e-01, 7.2575e-04,\n", + " -1.0068e-01, -1.1115e-01, -2.6154e-02, 4.9404e-02, 8.3885e-02,\n", + " -3.6180e-02, 2.9179e-02, -1.3874e-02, -1.4699e-02, 9.4535e-02,\n", + " -3.5621e-02, 2.2136e-03, -7.4978e-03, -1.3128e-01, -1.7396e-02,\n", + " 1.7512e-02, -1.4515e-03, 1.3144e-02, 8.4317e-03, -7.6662e-02,\n", + " 1.1904e-02, -1.2994e-01, 8.8078e-02, 2.1186e-02, -1.9439e-02,\n", + " 7.7868e-02, -5.2666e-02, 2.4326e-02, 1.0306e-01, -5.3012e-02,\n", + " 4.7100e-02, -4.8984e-02, -4.2872e-02, 5.6611e-03, 1.5213e-01,\n", + " 4.9654e-02, -5.2313e-02, -1.0682e-03, -8.7687e-02, -3.0193e-02,\n", + " -3.6689e-02, 2.8804e-02, 3.2656e-02, -1.3705e-02, -1.0847e-01,\n", + " -2.0338e-02, 4.6504e-02, 1.6330e-02, 8.1403e-02, -6.6639e-02,\n", + " -1.4177e-01, 3.0350e-02, 1.2078e-03, 6.9197e-03, -1.2743e-02,\n", + " -4.9581e-02, -1.8308e-02, -9.9600e-03, 8.6726e-03, -8.2977e-03,\n", + " -1.0668e-02, -7.9439e-02, 8.5650e-03, -3.2953e-02, 1.4099e-02,\n", + " -1.5226e-02, 2.4051e-02, 1.5542e-03, 3.3044e-02, -3.1752e-02,\n", + " -1.1863e-02, 1.0398e-02, -9.3996e-03, -9.0327e-03, 3.5561e-02,\n", + " 1.2782e-01, 1.0077e-01, 3.1104e-02, 3.0080e-02, 9.4243e-03,\n", + " 2.4222e-02, 1.1171e-02, -2.1181e-01, 3.5380e-02, 6.0038e-02,\n", + " -1.7329e-01, 9.9352e-02, 5.9934e-02, -1.4802e-01, 2.5835e-02,\n", + " -9.9537e-02, -3.2112e-03, 5.6793e-02, 1.7709e-02, 1.8245e-01,\n", + " -1.7143e-03, 3.5806e-02, -5.6572e-02, 4.9944e-02, -4.2625e-03,\n", + " -9.8306e-02, 1.2510e-02, 1.9529e-02, 3.6476e-02, -5.8902e-02,\n", + " 2.4428e-03, 5.4655e-02, 4.0578e-02, 9.7374e-02, 2.3036e-03,\n", + " 1.6263e-02, -7.3630e-02, 2.5832e-01, 2.2668e-02, 5.2931e-02,\n", + " 2.8743e-02, 9.6030e-02, 9.8012e-02, -1.1305e-01, -3.3137e-01,\n", + " 5.5035e-02, 1.9580e-02, 7.8004e-03, -9.5093e-02, -1.0072e-01,\n", + " 4.1168e-02, 7.5936e-02, -7.2084e-02, -5.2921e-03, -8.5054e-02,\n", + " 1.2639e-01, 1.0190e-01, -5.4389e-02, 4.6598e-02, 7.4051e-02,\n", + " 3.5834e-02, -1.2873e-01, -4.8757e-02, 5.6814e-02, -1.0434e-01,\n", + " -1.7172e-02, -5.9383e-02, 8.8364e-02, -1.2916e-01, 9.4558e-02,\n", + " -6.2604e-03, -8.8573e-02, 6.9711e-02, -1.4652e-01, 6.5323e-02,\n", + " 3.9500e-02, -2.3893e-02, -9.3919e-02, -1.2221e-03, 4.6598e-02,\n", + " 1.1687e-01, 7.1840e-02, 9.7706e-02, 7.7547e-02, 1.2095e-01,\n", + " -1.2825e-01, -9.0252e-02, -4.8896e-02, 6.3785e-02, -7.7458e-02,\n", + " -1.0953e-02, 4.0029e-02, -5.4287e-02, 3.9691e-02, -6.2477e-03,\n", + " 1.3100e-02, 1.9835e-02, -1.1744e-03, -1.6517e-04, -4.2026e-02,\n", + " -2.1950e-01, 1.7250e-03, 3.7825e-03, -9.8566e-02, 5.6726e-02,\n", + " -1.4070e-01, -7.7264e-03, 2.6976e-02, 1.7283e-02, 6.2133e-03,\n", + " -6.2855e-02, -3.5605e-02, -7.8332e-03, 1.5435e-02, 6.4189e-02,\n", + " -8.1073e-03, -4.0929e-02, 4.3297e-02, -1.8835e-02, -8.0184e-02,\n", + " 1.0610e-03, -8.4192e-02, 5.6061e-02, 6.4744e-02, 1.2333e-01,\n", + " -8.5460e-04, -5.9557e-02, -6.3569e-03, -1.8323e-01, -2.0008e-01,\n", + " 2.1761e-02, -9.9976e-02, -1.3048e-02, 6.1349e-02, 5.7288e-04,\n", + " -6.8649e-02, -5.4957e-03, -1.5488e-01, 3.8405e-02, 5.4476e-02,\n", + " 1.2031e-01, 4.4064e-02, -6.3291e-02, 7.0640e-02, -1.3714e-01,\n", + " 3.5209e-02, 8.0798e-02, -5.6327e-02, 5.5239e-02, 1.5672e-02,\n", + " -4.7158e-02, 4.3810e-03, -5.0411e-02, -7.0553e-02, 4.8975e-02,\n", + " -9.2504e-03, 4.0927e-02, -1.1496e-01, 1.0007e-01, -2.4148e-02,\n", + " -4.9777e-03, 2.7257e-02, 7.4093e-02, 1.0017e-01, 2.9936e-02,\n", + " -4.0488e-02, 3.7060e-02, 2.0326e-02, 4.7889e-02, -6.0074e-02,\n", + " 6.4894e-02, 2.2013e-02, 1.2720e-02, 7.3689e-02, -2.3378e-02,\n", + " 4.2392e-02, -5.8964e-02, -1.9219e-01, 6.8968e-02, -3.2341e-02,\n", + " 9.4933e-02, -5.5191e-02, -8.5402e-02, 6.7031e-02, -7.1044e-02,\n", + " 6.2102e-02, -6.6005e-02, -2.8320e-02, 2.1044e-01, -1.1138e-01,\n", + " 1.7058e-02, 1.3795e-01, 1.3875e-02, -4.2131e-02, -5.4851e-02,\n", + " 3.3628e-02, -9.5786e-03, -9.0291e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.7835, 0.8072, 0.7671, 0.7371, 0.7630, 0.7590, 0.7661, 0.7830, 0.7937,\n", + " 0.7554, 0.7389, 0.7303, 0.7311, 0.7015, 0.7782, 0.7463, 0.7588, 0.7312,\n", + " 0.8012, 0.7242, 0.7632, 0.7463, 0.7597, 0.7704, 0.7329, 0.7729, 0.7349,\n", + " 0.7975, 0.7719, 0.7586, 0.7830, 0.7454, 0.7621, 0.7880, 0.7845, 0.7811,\n", + " 0.7935, 0.7678, 0.7616, 0.7362, 0.7764, 0.7697, 0.7954, 0.7811, 0.7874,\n", + " 0.7553, 0.7040, 0.8001, 0.7780, 0.7910, 0.7722, 0.7685, 0.7597, 0.6321,\n", + " 0.7445, 0.7699, 0.7865, 0.7084, 0.7960, 0.7503, 0.7760, 0.7398, 0.6624,\n", + " 0.7244, 0.7603, 0.7698, 0.7774, 0.7935, 0.7668, 0.7751, 0.7849, 0.7762,\n", + " 0.7527, 0.7533, 0.7967, 0.7195, 0.7699, 0.7081, 0.7531, 0.7626, 0.7835,\n", + " 0.7989, 0.7812, 0.7649, 0.7126, 0.7585, 0.7452, 0.7636, 0.7837, 0.7939,\n", + " 0.7718, 0.7702, 0.5059, 0.7723, 0.7729, 0.7441, 0.6350, 0.7294, 0.7776,\n", + " 0.7956, 0.8000, 0.7933, 0.7704, 0.7398, 0.7449, 0.6095, 0.7419, 0.7917,\n", + " 0.7470, 0.7406, 0.7678, 0.7552, 0.7059, 0.7770, 0.7952, 0.7634, 0.7650,\n", + " 0.7958, 0.7736, 0.7609, 0.7617, 0.5085, 0.7743, 0.7530, 0.7049, 0.7681,\n", + " 0.7775, 0.7821, 0.7695, 0.7482, 0.7855, 0.7625, 0.6715, 0.7424, 0.7795,\n", + " 0.7925, 0.7603, 0.7704, 0.7808, 0.6374, 0.7854, 0.7787, 0.7703, 0.7701,\n", + " 0.7611, 0.1001, 0.7878, 0.7554, 0.7582, 0.7606, 0.7518, 0.7600, 0.7158,\n", + " 0.7974, 0.7950, 0.7515, 0.7665, 0.7196, 0.7764, 0.4753, 0.7836, 0.7813,\n", + " 0.7318, 0.8080, 0.7629, 0.7777, 0.7585, 0.7701, 0.6112, 0.7772, 0.7882,\n", + " 0.7638, 0.7242, 0.7738, 0.7849, 0.3287, 0.7536, 0.7652, 0.7614, 0.7644,\n", + " 0.7829, 0.7999, 0.7454, 0.7634, 0.7847, 0.7834, 0.7684, 0.7328, 0.7862,\n", + " 0.7755, 0.7723, 0.7386, 0.7229, 0.7386, 0.7723, 0.7721, 0.7961, 0.7488,\n", + " 0.7441, 0.7242, 0.7682, 0.7376, 0.5841, 0.7617, 0.7774, 0.7420, 0.7595,\n", + " 0.7535, 0.7876, 0.7472, 0.7708, 0.7864, 0.7421, 0.7782, 0.7691, 0.6295,\n", + " 0.5342, 0.7810, 0.6135, 0.7337, 0.7743, 0.7545, 0.7786, 0.7576, 0.7750,\n", + " 0.6119, 0.7574, 0.7385, 0.7882, 0.7874, 0.7504, 0.7657, 0.7584, 0.7852,\n", + " 0.7952, 0.7628, 0.7647, 0.7262, 0.7935, 0.7471, 0.7504, 0.7945, 0.7901,\n", + " 0.7366, 0.7710, 0.6270, 0.7207, 0.7554, 0.7637, 0.7263, 0.7515, 0.7093,\n", + " 0.7664, 0.7841, 0.7979, 0.7523, 0.7372, 0.7517, 0.7426, 0.7654, 0.7897,\n", + " 0.7790, 0.7962, 0.7654, 0.7032, 0.7372, 0.7728, 0.7686, 0.7743, 0.7861,\n", + " 0.7749, 0.7810, 0.7819, 0.7603, 0.8065, 0.7761, 0.7531, 0.7870, 0.7815,\n", + " 0.7740, 0.7305, 0.7663, 0.7929, 0.6151, 0.7747, 0.7384, 0.7773, 0.7834,\n", + " 0.7522, 0.7978, 0.7642, 0.6315, 0.7537, 0.7738, 0.7566, 0.7116, 0.6745,\n", + " 0.7133, 0.7704, 0.7675, 0.7576, 0.7844, 0.7793, 0.7946, 0.6980, 0.7731,\n", + " 0.7544, 0.7861, 0.3428, 0.7625, 0.7665, 0.6800, 0.7764, 0.7533, 0.7644,\n", + " 0.7569, 0.7837, 0.7848, 0.7666, 0.7250, 0.7667, 0.7621, 0.7633, 0.7889,\n", + " 0.7733, 0.7763, 0.7271, 0.7905, 0.7831, 0.7690, 0.7634, 0.6590, 0.7797,\n", + " 0.7743, 0.7657, 0.7664, 0.7481, 0.7980, 0.7880, 0.7700, 0.7374, 0.7854,\n", + " 0.7586, 0.7744, 0.7423, 0.6529, 0.7846, 0.7705, 0.7784, 0.7898, 0.7738,\n", + " 0.7929, 0.7859, 0.6705, 0.7895, 0.7745, 0.7512, 0.7754, 0.7469, 0.7796,\n", + " 0.7639, 0.7833, 0.7529, 0.7565, 0.7780, 0.7579, 0.7629, 0.7843, 0.7834,\n", + " 0.7313, 0.7729, 0.7893, 0.7939, 0.7673, 0.7685, 0.7855, 0.7745, 0.7740,\n", + " 0.7387, 0.7969, 0.7775, 0.4035, 0.7884, 0.7696, 0.7592, 0.7827, 0.7542,\n", + " 0.7917, 0.7889, 0.7340, 0.7436, 0.7733, 0.7588, 0.7847, 0.7777, 0.7893,\n", + " 0.7775, 0.7513, 0.7819, 0.7831, 0.7554, 0.6874, 0.7692, 0.7642, 0.7314,\n", + " 0.7682, 0.7834, 0.7570, 0.7620, 0.7874, 0.7841, 0.7720, 0.7993, 0.7998,\n", + " 0.7743, 0.7534, 0.7777, 0.7746, 0.7692, 0.6422, 0.7516, 0.7203, 0.7745,\n", + " 0.7329, 0.7678, 0.7639, 0.7806, 0.7681, 0.7889, 0.7439, 0.7720, 0.7303,\n", + " 0.7834, 0.7497, 0.7734, 0.8058, 0.7868, 0.7651, 0.7729, 0.7564, 0.7464,\n", + " 0.7769, 0.7572, 0.6420, 0.7771, 0.7545, 0.7632, 0.7644, 0.7729, 0.7497,\n", + " 0.7873, 0.7813, 0.7473, 0.7755, 0.8037, 0.8049, 0.7868, 0.7940, 0.7437,\n", + " 0.7669, 0.7578, 0.6570, 0.7869, 0.7706, 0.7692, 0.7032, 0.7240, 0.7502,\n", + " 0.7339, 0.7905, 0.7559, 0.7402, 0.7505, 0.7840, 0.7746, 0.7692, 0.7460,\n", + " 0.7784, 0.7573, 0.7634, 0.7881, 0.7485, 0.6424, 0.7697, 0.7703, 0.7511,\n", + " 0.7756, 0.7668, 0.7530, 0.7737, 0.7814, 0.7663, 0.7202, 0.7919, 0.7673,\n", + " 0.7843, 0.6501, 0.7493, 0.7868, 0.7528, 0.7637, 0.7572, 0.7801, 0.7263,\n", + " 0.7504, 0.7886, 0.7481, 0.7537, 0.7749, 0.7709, 0.7625, 0.7410, 0.7268,\n", + " 0.7701, 0.7634, 0.7546, 0.7744, 0.5708, 0.7743, 0.7667, 0.8013, 0.6931,\n", + " 0.7848, 0.7566, 0.7508, 0.7880, 0.7756, 0.7824, 0.7597, 0.6489, 0.7300,\n", + " 0.7406, 0.7901, 0.7788, 0.7888, 0.7599, 0.7661, 0.7725, 0.7388, 0.8027,\n", + " 0.7338, 0.3546, 0.7923, 0.7407, 0.7892, 0.6918, 0.7634, 0.7300, 0.7453,\n", + " 0.7486, 0.7875, 0.7359, 0.7641, 0.7814, 0.7910, 0.8015, 0.7550, 0.7342,\n", + " 0.7843, 0.7780, 0.7907, 0.7655, 0.7522, 0.7781, 0.7617, 0.7628, 0.7683,\n", + " 0.7778, 0.7855, 0.7931, 0.7564, 0.7954, 0.7837, 0.6996, 0.7515, 0.7605,\n", + " 0.7864, 0.6322, 0.7780, 0.7853, 0.7880, 0.7918, 0.7558, 0.7588, 0.7833,\n", + " 0.7730, 0.7312, 0.7861, 0.7267, 0.7832, 0.7734, 0.7564, 0.7938, 0.7516,\n", + " 0.7311, 0.7545, 0.7682, 0.7724, 0.7825, 0.7682, 0.7649, 0.7990, 0.7955,\n", + " 0.7598, 0.7772, 0.7500, 0.7775, 0.7458, 0.7458, 0.7623, 0.7782, 0.7466,\n", + " 0.7807, 0.7369, 0.6333, 0.7888, 0.7468, 0.7929, 0.7764, 0.7444, 0.7541,\n", + " 0.7829, 0.7909, 0.7878, 0.7675, 0.7785, 0.7877, 0.7714, 0.7661, 0.7884,\n", + " 0.7705, 0.7603, 0.7590, 0.7865, 0.7755, 0.7722, 0.7836, 0.7851, 0.7472,\n", + " 0.7810, 0.7769, 0.7512, 0.7893, 0.7308, 0.8044, 0.7783, 0.7558, 0.7848,\n", + " 0.7800, 0.7516, 0.7931, 0.7677, 0.7364, 0.7475, 0.2637, 0.7410, 0.7191,\n", + " 0.7698, 0.7815, 0.7683, 0.7810, 0.7863, 0.7796, 0.7699, 0.7724, 0.7583,\n", + " 0.7736, 0.7219, 0.7673, 0.7549, 0.6443, 0.7695, 0.7557, 0.7442, 0.7985,\n", + " 0.7734, 0.7492, 0.7599, 0.7893, 0.7461, 0.7825, 0.7815, 0.7495, 0.7683,\n", + " 0.7963, 0.7665, 0.7451, 0.7900, 0.7809, 0.7812, 0.7642, 0.7546, 0.7595,\n", + " 0.8057, 0.7701, 0.7434, 0.7515, 0.7505, 0.7667, 0.5970, 0.7866, 0.7671,\n", + " 0.7186, 0.7780, 0.7713, 0.7634, 0.7217, 0.7434, 0.7963, 0.7724, 0.7460,\n", + " 0.7627, 0.7275, 0.7857, 0.7588, 0.7670, 0.7386, 0.7771, 0.7955, 0.7450,\n", + " 0.7692, 0.7868, 0.7978, 0.7871, 0.7511, 0.7875, 0.7632, 0.7701, 0.7512,\n", + " 0.7694, 0.7598, 0.7789, 0.8017, 0.8120, 0.7347, 0.7573, 0.7785, 0.7227,\n", + " 0.7784, 0.7497, 0.7690, 0.7795, 0.7844, 0.7422, 0.7449, 0.7709, 0.7611,\n", + " 0.7832, 0.7682, 0.7885, 0.7915, 0.7914, 0.7521, 0.7499, 0.7814, 0.7433,\n", + " 0.6761, 0.7919, 0.7914, 0.7548, 0.7739, 0.7806, 0.7836, 0.7708, 0.7667,\n", + " 0.7370, 0.7566, 0.7982], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.0143e-01, -4.9934e-03, 4.2741e-02, 9.3242e-02, -1.0701e-01,\n", + " 7.7428e-02, -1.8910e-01, -8.9392e-02, -2.3132e-02, -4.5784e-02,\n", + " -4.1730e-02, -1.0371e-01, 1.3541e-01, -2.0895e-01, -1.2316e-01,\n", + " 1.7022e-02, 1.4232e-01, 7.4309e-02, -8.0248e-02, -2.6012e-01,\n", + " -1.2523e-01, 5.8546e-02, -1.7959e-01, -1.2676e-01, 5.8003e-02,\n", + " -1.3653e-01, -1.7579e-01, 2.7068e-02, 3.7713e-02, -2.5284e-02,\n", + " -3.2791e-02, -2.0345e-02, -1.5950e-01, 5.9120e-02, -1.0017e-01,\n", + " 3.7000e-02, -2.0407e-02, -2.8611e-02, -7.9124e-02, 1.4936e-01,\n", + " -6.2012e-03, 5.8687e-02, -3.3066e-02, -7.5131e-02, 3.6580e-02,\n", + " 3.5298e-02, 1.3329e-02, 4.4489e-02, -5.0904e-02, -6.7541e-02,\n", + " 5.7931e-02, -5.1968e-02, -2.5015e-01, 3.3063e-01, -6.6932e-02,\n", + " 3.6971e-03, -7.3106e-02, 1.3976e-01, -7.1259e-03, 2.1873e-02,\n", + " 1.9063e-02, -5.0874e-02, 1.7119e-01, 1.2757e-01, 2.2498e-02,\n", + " 3.3626e-02, -5.7261e-02, -7.9731e-02, -3.3183e-02, 2.9149e-03,\n", + " -6.7393e-02, -5.5129e-02, 9.5156e-02, 5.4337e-02, -7.8790e-02,\n", + " -1.5257e-01, -8.6018e-02, -6.0628e-02, -3.1821e-02, 3.7189e-02,\n", + " -5.9252e-02, -4.9736e-02, -8.8976e-02, 1.9187e-02, -8.6639e-02,\n", + " -1.0876e-01, 9.8190e-03, -2.2983e-02, -8.6669e-02, -2.9525e-02,\n", + " -7.4609e-02, 3.9802e-02, -4.1607e-01, -7.4714e-02, -2.4761e-02,\n", + " -5.8499e-02, 1.1701e-02, 4.5803e-02, -4.9822e-02, 9.7922e-03,\n", + " 5.2427e-03, -8.9786e-02, 4.5227e-03, 6.5158e-03, -9.8430e-02,\n", + " -1.9493e-02, 8.6205e-02, -2.1775e-02, -1.2966e-01, -6.2416e-02,\n", + " 4.1058e-02, -1.5484e-01, 2.1393e-01, 1.0293e-01, -1.0064e-01,\n", + " -4.0447e-02, -1.1923e-01, -1.0184e-01, -1.0383e-02, -5.7004e-02,\n", + " 1.8728e-02, 2.1484e-01, 3.0323e-03, -8.3561e-02, -7.7048e-02,\n", + " -1.3720e-02, 2.2662e-03, -6.0176e-02, -8.5088e-02, 3.3793e-02,\n", + " 1.5667e-02, -1.5965e-01, 5.5040e-02, -8.3388e-02, 2.9673e-02,\n", + " 6.4239e-02, 1.3424e-01, 4.3004e-02, 1.1357e-01, 2.3119e-01,\n", + " -1.8156e-02, -3.4921e-02, -1.1099e-02, -5.2952e-02, -1.3459e-01,\n", + " 4.1903e-01, 1.6441e-02, 4.3016e-02, -7.1121e-02, -7.9867e-02,\n", + " -8.2097e-02, -1.1238e-01, 1.7522e-02, -5.0908e-02, -4.1265e-02,\n", + " -3.1622e-02, -1.4844e-01, -1.4074e-01, -7.4933e-02, -1.7992e-01,\n", + " 8.4362e-02, -1.2056e-01, -2.2558e-02, -4.2900e-02, -8.8516e-02,\n", + " -7.9747e-02, 2.9290e-02, 7.0269e-02, 1.2623e-01, 3.9456e-02,\n", + " -8.1994e-02, -1.0926e-01, -1.3677e-01, -1.3483e-01, -4.3726e-02,\n", + " -2.9857e-01, -2.8666e-02, -1.1584e-01, -1.2584e-01, -2.6323e-02,\n", + " -5.2200e-03, 2.4531e-02, -2.1516e-01, -1.6659e-01, -1.3250e-01,\n", + " -4.6105e-02, -1.3966e-01, -2.5269e-01, -6.7279e-02, -2.1519e-02,\n", + " 9.4692e-02, 1.2129e-01, -3.1024e-01, 1.0302e-01, 4.6490e-02,\n", + " -4.1739e-02, 7.9413e-03, -1.0516e-01, 4.6595e-03, -7.7801e-02,\n", + " -4.0114e-02, -2.0998e-01, -1.4946e-01, -1.5185e-01, -2.1079e-02,\n", + " -1.1764e-01, -1.5317e-01, 4.7520e-02, 9.5037e-03, 2.8224e-02,\n", + " 3.9900e-05, 4.6072e-03, -1.3798e-01, -1.1215e-01, -5.7971e-02,\n", + " 1.5967e-01, 3.7583e-03, 1.1014e-02, -2.2936e-01, -1.1396e-01,\n", + " -1.1638e-01, -1.7005e-01, -1.1042e-01, 1.3025e-01, -8.2165e-02,\n", + " -7.6427e-02, 6.7084e-04, 7.7903e-02, -2.3311e-02, -7.3706e-02,\n", + " -8.9601e-02, -1.2516e-03, -9.1410e-02, -1.7993e-02, -7.8725e-02,\n", + " -9.7344e-02, -9.5807e-02, -1.3243e-01, -8.1831e-02, 9.0982e-02,\n", + " 2.8554e-02, -6.3800e-02, -7.2600e-02, -1.5231e-01, -8.1676e-03,\n", + " -1.9263e-01, 1.0197e-01, -5.9047e-02, 6.8148e-02, -3.5994e-02,\n", + " -1.5703e-01, -2.5103e-01, 3.0768e-02, -2.0629e-03, -2.6039e-02,\n", + " 3.8948e-02, 1.2903e-01, 3.2780e-02, -8.7427e-02, -4.4279e-02,\n", + " -1.1110e-01, -2.3176e-02, -9.2529e-02, -7.3000e-02, -2.6225e-01,\n", + " -1.2744e-01, -3.1652e-02, -7.4526e-02, -4.0342e-02, -4.2960e-02,\n", + " -9.4879e-02, 1.4605e-02, -2.6836e-02, -1.3332e-02, -1.3385e-02,\n", + " -1.0347e-01, -3.2220e-02, 5.8689e-02, -2.8761e-02, 3.7157e-02,\n", + " -9.2335e-02, -5.7692e-02, -3.1017e-02, -6.1644e-02, 1.8922e-02,\n", + " 1.0477e-01, -6.5354e-03, -7.2832e-02, -7.0602e-02, -5.1591e-02,\n", + " -3.4072e-02, -1.9599e-01, 6.0799e-02, -1.5923e-02, -3.1513e-02,\n", + " -1.7796e-02, -1.0490e-02, -3.0052e-01, -1.2014e-02, 7.1590e-03,\n", + " -6.2949e-02, 6.5874e-02, -1.1441e-02, -1.0279e-01, -2.4593e-01,\n", + " -6.7980e-02, -1.3744e-01, 4.4989e-02, -1.3253e+00, 2.6254e-02,\n", + " -7.7236e-02, -6.0397e-02, 3.0818e-02, 3.2389e-02, -1.4791e-01,\n", + " 3.9332e-02, -8.1553e-02, 5.3586e-02, -4.0878e-02, 2.3980e-02,\n", + " -4.6490e-02, -4.2483e-04, -8.8238e-02, -2.2205e-02, -9.7844e-02,\n", + " -1.4514e-01, -6.3814e-02, -5.0033e-02, -2.9971e-02, -8.1532e-02,\n", + " 6.2053e-03, -1.0089e-01, 7.5891e-02, -4.8567e-02, -3.9852e-02,\n", + " -1.0336e-01, -2.5916e-02, -1.2772e-01, -3.6044e-02, -1.2031e-01,\n", + " -7.8469e-02, -1.0135e-01, 3.8181e-02, -1.1267e-01, 5.7698e-02,\n", + " -7.1609e-02, -4.6491e-02, 8.3050e-02, 8.5487e-02, 4.9857e-02,\n", + " -3.3883e-03, -5.8996e-02, -2.6221e-02, -1.7140e-01, 8.1628e-03,\n", + " 6.3680e-02, 5.0356e-02, 6.6914e-02, 3.7472e-02, 1.3137e-03,\n", + " -1.3050e-01, 3.0380e-02, -1.7971e-02, -4.0626e-02, -5.2361e-03,\n", + " -1.0655e-01, -1.3960e-02, -4.0416e-02, -4.5746e-02, -1.6830e-01,\n", + " 7.9041e-02, -3.9216e-02, -9.0009e-02, -9.2831e-02, 3.3608e-03,\n", + " -5.2746e-03, -1.1114e-02, 5.8682e-03, 7.6939e-03, -4.7441e-02,\n", + " -7.2052e-02, 1.4352e-01, -9.3005e-02, 8.6399e-02, 2.9588e-02,\n", + " -1.2586e-02, 5.2336e-02, -7.1770e-02, -4.6364e-02, 5.5223e-02,\n", + " -2.7123e-02, -3.6385e-02, -2.0327e-01, -1.7174e-01, -1.0465e-01,\n", + " -9.6071e-02, -9.3520e-02, -3.1970e-02, -5.4334e-02, 1.0536e-02,\n", + " -1.2030e-01, 5.9584e-02, -5.1205e-02, -1.8804e-02, -1.2551e-01,\n", + " 1.3814e-02, -8.4752e-02, 2.2802e-02, -5.7150e-02, -4.5892e-02,\n", + " 8.0307e-02, 2.9127e-03, -8.9909e-03, -2.3155e-02, 3.5766e-02,\n", + " -1.5983e-02, -7.3481e-02, -2.8415e-02, -8.0515e-02, -2.0025e-02,\n", + " 1.0074e-01, 4.7206e-02, -9.6834e-02, 4.5257e-02, 2.4811e-02,\n", + " -6.5297e-02, -8.2743e-02, 6.6480e-05, -7.9620e-02, -4.9326e-03,\n", + " -7.1912e-02, -1.2333e-02, -1.1540e-02, -4.9912e-02, -7.0069e-02,\n", + " -8.1516e-02, -4.8218e-02, -3.9365e-02, 4.0868e-02, 1.3252e-02,\n", + " -5.8795e-02, -4.8958e-02, -6.6027e-03, 2.7711e-01, -1.2373e-03,\n", + " -8.8508e-02, 7.1061e-02, 1.2673e-02, 2.9927e-02, -4.7488e-02,\n", + " -4.2377e-03, -6.5058e-02, -1.8002e-01, 4.3744e-02, -6.0112e-02,\n", + " -1.5189e-02, -5.9574e-02, -5.7233e-02, 4.2385e-02, 3.8846e-02,\n", + " -1.2096e-01, 9.3776e-02, -1.0829e-01, -1.1481e-01, -1.5028e-01,\n", + " 1.4115e-01, 7.7996e-02, -1.8398e-01, -1.1905e-01, -1.1978e-02,\n", + " -8.0054e-02, 1.5296e-02, 1.3792e-02, -1.0292e-04, -8.5176e-02,\n", + " -1.3021e-01, 1.0696e-01, 5.5722e-03, 4.5604e-02, -1.4489e-03,\n", + " 6.9521e-02, -9.8058e-02, -2.0567e-01, -4.9451e-02, -2.6508e-02,\n", + " -5.8083e-02, -5.5497e-02, -1.2098e-01, 6.2494e-02, 2.1026e-02,\n", + " 3.6045e-02, 9.1769e-02, -1.3193e-01, 8.1221e-02, 1.5089e-01,\n", + " 1.3961e-03, 2.5032e-01, -6.4702e-02, 4.6834e-02, -3.5047e-02,\n", + " 1.0451e-02, -8.8798e-02, -5.2427e-02, -6.5855e-02, -7.4273e-02,\n", + " 4.1624e-04, -1.5369e-01, -9.6673e-03, 7.9560e-02, -6.7841e-02,\n", + " 1.1798e-02, 8.3475e-02, -2.0794e-01, -6.3653e-02, 6.2629e-02,\n", + " -1.3183e-01, 1.6244e-02, -2.3589e-02, 9.3055e-02, -2.1140e-02,\n", + " 4.2758e-02, -1.0177e-01, -6.4002e-02, -7.8640e-03, 4.7018e-02,\n", + " -5.9136e-02, -5.9719e-02, -3.8153e-02, -5.9063e-02, 1.4037e-02,\n", + " 1.0244e-02, -2.9816e-03, -1.0705e-01, 2.2184e-02, -5.5526e-03,\n", + " -1.0034e-02, 5.0494e-02, -1.3265e-01, -7.0443e-02, -1.4304e-01,\n", + " -1.6180e-01, 2.4252e-01, 1.8177e-02, -1.0973e-01, -5.1843e-02,\n", + " -3.4870e-02, 1.4373e-01, 1.1962e-01, -1.1743e-01, -1.9941e-01,\n", + " -6.6768e-02, 1.8511e-02, -7.0087e-02, -8.0740e-02, -6.6083e-02,\n", + " -2.2032e-02, -1.0289e-01, -1.2225e-01, -6.8281e-02, 1.4065e-02,\n", + " -6.2295e-02, 1.0831e-01, 1.1434e-01, 2.8178e-02, -7.1535e-02,\n", + " -5.8679e-02, -6.6729e-02, -3.2983e-02, 6.0738e-02, -3.1816e-02,\n", + " -8.1991e-02, -5.1170e-03, -2.2542e-02, 1.0787e-01, -1.1177e-01,\n", + " -3.3998e-02, -6.6702e-02, 6.8574e-02, -2.5580e-02, -6.8048e-02,\n", + " -7.3815e-02, 5.8408e-02, -2.0159e-01, -1.0245e-01, -2.6963e-02,\n", + " -1.0858e-01, -2.2716e-01, -5.7255e-02, 4.5971e-02, 1.0333e-02,\n", + " -5.2310e-02, 9.4175e-02, -9.9383e-02, -8.0028e-02, -1.3144e-01,\n", + " -5.0119e-02, -7.4634e-02, -8.2753e-02, -6.2592e-02, -6.9675e-02,\n", + " -7.6120e-02, -1.1141e-01, -4.1137e-03, -1.5496e-02, -5.8083e-02,\n", + " -1.3553e-01, -1.5801e-01, -9.8654e-02, -6.6115e-02, -4.0994e-02,\n", + " -5.4468e-02, -8.1193e-02, -4.7469e-02, -6.5199e-02, -1.9515e-01,\n", + " -4.3937e-02, -1.1581e-01, -1.8487e-02, -9.4769e-02, -1.7210e-01,\n", + " -5.3808e-02, 1.9768e-02, -8.5274e-02, -5.1541e-02, -3.0522e-02,\n", + " 2.0447e-03, -3.8913e-02, 9.9208e-03, -6.0766e-02, -8.5432e-03,\n", + " -7.1613e-02, -4.8532e-02, -1.1243e-02, -3.9497e-02, -9.9270e-02,\n", + " -2.7192e-02, -5.7511e-02, -7.0599e-02, -1.0108e-01, -1.0721e-01,\n", + " 1.4557e-02, 4.5414e-03, -9.4671e-02, -4.8175e-02, 7.1737e-02,\n", + " 7.1193e-03, -1.7458e-01, -4.0933e-02, -4.1107e-02, -1.0480e-01,\n", + " 2.7921e-02, -3.3553e-02, 3.1001e-02, -9.5486e-02, 3.7972e-01,\n", + " -7.1385e-02, 3.2415e-02, 6.0585e-03, -3.7170e-02, -1.0343e-01,\n", + " -2.7739e-02, 7.4117e-03, -9.5236e-02, -8.6405e-02, -8.0781e-02,\n", + " 7.0634e-02, -5.2213e-02, 1.6595e-01, -7.5049e-02, 9.3369e-03,\n", + " 1.2854e-01, -1.6799e-01, -3.6455e-02, 7.0720e-03, -3.8206e-02,\n", + " -1.2850e-01, -2.2814e-01, -1.2550e-01, 5.3108e-03, 1.1336e-01,\n", + " -9.7223e-02, -4.0442e-02, -2.0390e-01, -3.0108e-02, -5.2283e-02,\n", + " 5.5274e-02, -1.0316e-01, 5.1803e-02, -1.6547e-02, -6.1918e-02,\n", + " -7.8293e-02, -1.8994e-01, -1.5109e-02, -6.5865e-03, 2.1264e-02,\n", + " -1.6797e-01, 1.5695e-02, -1.3800e-02, -6.6126e-02, -2.1529e-02,\n", + " -1.3944e-01, -7.4726e-02, 1.6154e-01, -1.3701e-01, 5.0910e-02,\n", + " -9.3107e-02, -9.9301e-02, -1.4887e-01, -2.3922e-02, 6.2611e-02,\n", + " 2.0513e-02, -1.2329e-01, 5.7264e-02, -2.7459e-02, -1.0513e-02,\n", + " -1.4072e-01, 2.2282e-02, -4.3426e-02, -2.8376e-02, -8.6946e-02,\n", + " -2.6412e-02, 5.3807e-02, -1.1728e-01, -7.2237e-02, -1.4108e-01,\n", + " -3.4616e-02, -2.0320e-03, -6.6681e-02, 8.0399e-02, -7.6000e-02,\n", + " 6.4613e-03, -8.9355e-02, 3.0802e-02, -7.0571e-02, -2.1900e-01,\n", + " -8.1873e-02, -4.5134e-02, 7.8777e-02, 5.7836e-02, -5.9510e-02,\n", + " 1.9152e-02, 2.2420e-02, -1.6827e-01, 2.8863e-02, -8.6799e-02,\n", + " -4.5602e-02, -4.0573e-02, -5.7080e-02, 3.4489e-02, -9.9306e-02,\n", + " -2.6564e-02, 3.3490e-02, 4.3646e-03, -2.0360e-01, -1.5719e-02,\n", + " -9.2399e-02, 1.2681e-01, -1.1192e-01, 7.5411e-02, -1.2355e-01,\n", + " -9.7518e-02, -4.3362e-02, 1.3810e-02, 4.0390e-02, -6.9647e-02,\n", + " -1.0712e-01, 4.1679e-03, 2.8388e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.7828e-01, 1.7388e-01, -2.4979e-01, -8.8096e-01, 4.1262e-01,\n", + " 1.5108e-02, 5.1027e-01, 2.6685e-01, 4.0594e-01, 3.3868e-02,\n", + " 8.8817e-01, 4.7128e-01, 8.1815e-03, -8.0834e-01, 4.2590e-01,\n", + " 9.6045e-03, -2.6004e-01, 1.8182e-01, 3.0970e-01, 1.0816e-01,\n", + " 2.8345e-01, -3.3274e-01, 6.4790e-01, -2.9134e-03, 7.4752e-01,\n", + " 1.8628e-02, 2.8188e-01, -5.8661e-01, -4.9826e-02, -4.2597e-01,\n", + " 7.5364e-01, -3.6558e-01, -5.2977e-01, -4.3300e-01, -2.3954e-01,\n", + " 6.1852e-01, 2.4070e-01, 5.2911e-01, 4.0765e-01, -5.0417e-01,\n", + " -3.0623e-01, 5.5614e-01, -3.4991e-01, 7.1019e-01, 6.0583e-01,\n", + " 5.7244e-01, -1.8193e-01, -8.4840e-02, -3.2778e-01, -9.6066e-02,\n", + " 2.4517e-01, -3.0803e-03, 5.0514e-01, -1.9854e-01, -2.7128e-02,\n", + " -3.7479e-01, 3.4987e-01, 7.1312e-01, 1.1047e-01, 3.3697e-01,\n", + " 3.2412e-01, -2.1859e-01, 6.0765e-01, 5.5359e-01, 2.1349e-01,\n", + " -1.1427e-02, 7.5359e-02, -1.1980e-01, -2.2860e-02, 4.5371e-02,\n", + " 6.2298e-02, 6.2703e-02, -2.0807e-01, -6.9717e-02, -5.2878e-01,\n", + " 3.9185e-02, 7.0183e-03, -2.5771e-01, 4.3449e-02, -1.8070e-03,\n", + " 5.7689e-01, 8.5976e-02, -5.2910e-02, -1.0032e-02, 1.4359e-04,\n", + " -1.2310e-01, -7.0367e-02, 2.6969e-02, 2.4664e-02, 1.5651e-01,\n", + " -3.2643e-02, 1.2945e-02, -1.8505e-01, 2.0094e-02, -1.0406e-01,\n", + " -7.5938e-02, 2.0558e-01, 1.6011e-01, -1.9375e-01, 1.3385e-01,\n", + " -2.3059e-02, -1.3722e-01, 5.5617e-01, 3.3360e-01, -1.0148e-01,\n", + " 2.2386e-01, -5.4193e-02, -8.0008e-02, 1.6092e-01, -1.4704e-01,\n", + " 2.9962e-03, -9.9762e-02, 1.1598e-01, 4.1289e-01, -1.3658e-01,\n", + " -1.1164e-01, 1.1897e-01, 1.2024e-01, -4.0287e-02, -3.7066e-04,\n", + " -1.7201e-01, -1.0355e-01, 6.2728e-01, -2.3495e-02, -6.3883e-02,\n", + " -1.7491e-01, 7.2600e-02, 2.3547e-02, -1.0739e-01, 3.8582e-03,\n", + " -8.5657e-02, 9.4554e-02, -5.3064e-02, 1.1848e-01, -3.8236e-02,\n", + " -7.8472e-02, -1.4011e-01, 6.1505e-03, -6.8058e-02, -1.8473e-02,\n", + " 1.7013e-01, -3.0498e-02, 4.7946e-03, 1.0680e-01, 1.3684e-01,\n", + " 1.4785e-02, -1.2228e-01, -5.8535e-02, -6.3136e-02, -5.7434e-02,\n", + " 8.6538e-02, 9.7179e-03, -4.7574e-02, -1.6403e-02, 8.8491e-02,\n", + " -4.0462e-02, 4.5423e-02, 5.5447e-02, -5.1824e-02, -4.6620e-02,\n", + " -1.8069e-02, 1.0426e-02, -2.2636e-01, 1.8090e-02, -8.0613e-02,\n", + " 3.3888e-02, 3.9108e-02, -1.6856e-02, -4.7769e-02, 1.1293e-02,\n", + " 1.1529e-01, -9.0463e-02, 2.2069e-02, 2.5320e-01, 4.0131e-02,\n", + " -9.6583e-02, 2.8811e-02, 5.8663e-02, 1.9140e-02, -2.5719e-03,\n", + " 2.4614e-02, 4.2314e-02, 7.6878e-02, -3.0461e-02, 5.2760e-02,\n", + " -3.2980e-02, -3.8637e-03, -5.1831e-02, 1.4192e-01, -4.3704e-03,\n", + " -1.7694e-02, -7.0610e-02, -2.3816e-02, -4.0660e-02, 1.4003e-02,\n", + " -6.1198e-02, 2.4464e-02, -1.8903e-02, 5.0180e-02, 2.4999e-02,\n", + " -4.7171e-02, -1.5356e-02, 6.5769e-02, -4.6491e-02, -1.3974e-02,\n", + " 6.4555e-02, -6.6422e-03, -8.2889e-02, -5.1353e-02, -8.3838e-02,\n", + " 4.1368e-02, 1.9020e-02, -2.7633e-02, -7.8299e-03, -8.1355e-03,\n", + " 3.0134e-02, -3.5173e-02, -4.6550e-03, 1.4792e-02, -4.1948e-02,\n", + " -1.7700e-02, 2.7572e-02, -2.8712e-02, -6.9060e-02, -8.5316e-03,\n", + " 1.1866e-01, -1.7745e-02, 7.5592e-02, -8.4191e-03, -2.2625e-02,\n", + " 4.2021e-02, 1.1814e-03, -3.7635e-02, 4.4854e-02, 1.7472e-02,\n", + " -1.1928e-01, -4.5663e-03, -9.7203e-02, 3.1746e-02, 1.1231e-02,\n", + " -3.7477e-02, 1.1713e-02, -1.3030e-02, -8.8917e-03, -1.1926e-03,\n", + " -7.2705e-02, 1.5932e-02, 2.1720e-02, -8.1718e-02, 1.5739e-02,\n", + " 6.3491e-02, 3.9482e-02, 1.6228e-02, -2.4103e-03, -8.2175e-02,\n", + " -3.9398e-02, -6.0636e-02, -4.1069e-02, -2.0088e-01, -3.0593e-02,\n", + " 1.8884e-01, -1.4458e-02, 6.3748e-02, -1.6136e-01, -7.7534e-02,\n", + " 2.2107e-02, -2.8302e-02, 2.7287e-02, 1.3265e-02, -1.0384e-01,\n", + " -1.7903e-01, 2.9271e-01, 1.2659e-01, -1.1810e-01, -1.0662e-01,\n", + " -4.7906e-03, 3.6442e-02, -1.8094e-01, -1.2608e-01, 4.6527e-01,\n", + " 3.8807e-02, -2.1846e-01, 5.2429e-02, -8.8582e-02, 1.9557e-01,\n", + " -2.2175e-01, -9.3773e-02, -1.2251e-01, 6.3820e-02, -4.4651e-02,\n", + " 1.5360e-02, 7.1327e-02, -2.2800e-01, -3.0155e-02, 9.0547e-02,\n", + " 5.0814e-01, 2.4612e-02, 4.9686e-02, 1.0961e-01, -1.1830e-01,\n", + " -2.7520e-02, -3.1938e-02, -1.0410e-02, -5.5125e-03, -3.2924e-01,\n", + " -7.1661e-02, 6.5876e-02, -1.3114e-01, 4.3042e-02, 2.6686e-01,\n", + " -2.1091e-01, -5.9893e-02, -2.8580e-02, 9.4617e-03, -3.2204e-02,\n", + " 3.8460e-01, 1.0228e-01, 2.9267e-01, -2.9763e-02, 1.7144e-02,\n", + " 1.6053e-02, 1.4258e-01, 6.8994e-02, 8.0088e-03, -1.6354e-01,\n", + " 2.3035e-03, 8.1264e-02, -1.2097e-01, 8.7107e-02, -6.0923e-02,\n", + " -5.0290e-02, -7.7048e-02, -2.4717e-02, -1.0725e-01, 5.9406e-02,\n", + " -1.4322e-02, -2.1740e-02, -7.2168e-03, -3.8212e-02, -8.2943e-02,\n", + " -1.7301e-02, -6.2922e-02, 5.1462e-02, -2.7902e-02, 1.6990e-01,\n", + " 1.4685e-01, 1.2679e-01, -1.0864e-01, 7.5857e-03, -1.3788e-02,\n", + " 4.1558e-02, -1.0008e-01, 6.0113e-02, -7.3200e-02, -5.4620e-02,\n", + " 6.9373e-02, 2.3142e-02, -9.0472e-03, 1.2893e-01, 7.6576e-02,\n", + " 1.6900e-01, -6.8699e-02, -9.4955e-02, -1.2883e-01, 2.9429e-02,\n", + " -1.9395e-01, 3.2958e-02, 1.1447e-01, 2.3098e-01, 7.5079e-02,\n", + " -3.2807e-02, -4.8285e-02, 7.7230e-02, 3.5120e-02, 8.3944e-03,\n", + " 1.0837e-01, 1.2237e-01, 5.0147e-02, 1.1804e-01, 5.2960e-02,\n", + " 5.0756e-02, -5.8748e-02, 4.5665e-02, -4.5798e-02, 7.8257e-02,\n", + " 1.6366e-02, 1.1808e-01, 8.0911e-02, 4.1725e-01, 3.5495e-01,\n", + " -7.6573e-02, 1.4750e-01, 6.6427e-02, -6.6274e-01, 2.4082e-02,\n", + " -6.6826e-01, 4.2987e-02, -1.5593e-01, -2.8234e-02, -6.4874e-02,\n", + " -1.2768e-01, 9.6632e-03, -6.9786e-02, 2.9997e-01, -2.7758e-02,\n", + " -2.5363e-02, -3.4383e-02, -9.7206e-02, 3.9527e-03, 1.6396e-01,\n", + " -3.9399e-02, -4.1567e-02, -9.4707e-03, 3.6867e-02, -2.2448e-01,\n", + " -5.2776e-02, 2.6941e-02, 1.7360e-02, -2.0800e-02, 2.8772e-01,\n", + " 2.3816e-02, 4.5806e-02, 4.9898e-01, -3.9207e-03, -7.3104e-02,\n", + " -1.0077e-01, -5.3539e-02, 2.3399e-03, 2.1634e-01, 5.1464e-02,\n", + " -2.4400e-01, 2.8261e-03, 1.5627e-01, 5.6371e-01, 5.1302e-02,\n", + " -3.7652e-02, 6.4167e-02, 1.7943e-02, -1.1051e-01, -4.4833e-02,\n", + " -6.8963e-02, 2.2003e-01, -3.9271e-02, 7.2539e-03, -5.2928e-01,\n", + " 2.6503e-01, -1.6371e-01, 2.0212e-01, -5.4760e-02, -1.7445e-01,\n", + " -5.9251e-02, -1.9812e-01, 9.8129e-02, -2.3808e-02, 3.5511e-02,\n", + " 5.7011e-02, -8.3704e-03, 5.3371e-02, -6.8948e-02, -9.5123e-02,\n", + " 4.4339e-02, 1.2283e-01, -2.2844e-01, -1.5488e-02, 2.2036e-02,\n", + " 5.1570e-02, 2.5603e-02, 1.3208e-02, -2.3254e-02, 2.5903e-01,\n", + " -3.7322e-02, -8.4126e-02, -8.3285e-02, -3.4295e-02, -1.6127e-01,\n", + " -9.8825e-02, 6.7793e-02, 7.7932e-02, 4.4187e-02, -5.2823e-02,\n", + " -3.7790e-02, 5.1521e-02, -1.4687e-03, -6.9830e-02, -4.1945e-02,\n", + " 2.4203e-01, -3.0522e-02, -4.1389e-02, -1.9859e-02, -1.0494e-01,\n", + " 1.0854e-01, 3.0142e-02, -1.9002e-01, -6.8919e-02, 1.5828e-01,\n", + " 6.4635e-02, -5.0537e-02, -2.3225e-02, 2.0059e-01, 8.4864e-03,\n", + " -4.4478e-02, -2.2666e-02, 1.8239e-02, -3.7124e-02, -6.8431e-02,\n", + " 8.5613e-02, -8.3663e-02, 1.3819e-01, 9.0471e-02, 4.7371e-02,\n", + " 1.4059e-01, 4.2239e-02, -5.9315e-02, -1.3510e-02, -6.7688e-02,\n", + " 1.2778e-01, 8.7979e-02, -5.1866e-02, -8.5598e-02, -4.7889e-02,\n", + " 3.9641e-02, 3.4937e-02, 3.8436e-02, 1.9870e-02, 3.6742e-02,\n", + " 1.0254e-01, -5.2417e-02, -3.4583e-02, 3.3809e-03, -2.4272e-02,\n", + " -3.6904e-02, 1.5232e-01, 2.3057e-02, -6.1406e-02, 1.5491e-01,\n", + " 7.2610e-03, -2.8631e-03, -2.6343e-01, -7.2982e-02, -2.8003e-02,\n", + " 1.7058e-01, -3.4390e-02, -3.9994e-02, 3.3394e-02, 7.2923e-03,\n", + " 7.7603e-02, 8.1766e-02, 1.9118e-01, -1.0392e-01, -1.2923e-01,\n", + " 1.5261e-02, -1.1451e-02, -5.6891e-02, -5.6221e-02, -9.5668e-02,\n", + " 3.4959e-02, -1.4882e-01, -4.5296e-02, -5.4198e-02, -5.1791e-03,\n", + " -8.6150e-03, 1.6170e-02, -7.9183e-02, 5.1190e-02, 2.0784e-01,\n", + " 2.1288e-01, -2.2918e-01, -8.7714e-02, -5.9614e-02, -1.7093e-01,\n", + " -2.2302e-02, -6.5639e-02, 1.3007e-02, -1.4045e-01, 9.0279e-02,\n", + " 5.8246e-02, 1.7757e-01, -9.9000e-03, -8.9437e-02, -4.9660e-01,\n", + " 4.6532e-01, 1.4165e-01, -2.3080e-01, -5.7419e-02, 4.0208e-02,\n", + " -2.8215e-01, 6.5732e-01, -8.4432e-02, 1.1563e-01, 9.2373e-03,\n", + " 2.1267e-02, 2.5095e-01, 5.4742e-03, 1.3396e-03, -3.3636e-02,\n", + " -3.4537e-01, -1.0975e-01, 1.9603e-01, -1.8149e-01, 9.2642e-02,\n", + " -2.5925e-01, 4.3576e-01, -2.8390e-02, -1.1000e-01, -4.0345e-02,\n", + " 3.7427e-01, 2.2233e-01, 6.8468e-02, -5.6418e-02, -2.7373e-01,\n", + " 3.1904e-01, 2.8227e-01, 4.5177e-01, 5.5871e-02, 3.4351e-01,\n", + " -1.8599e-01, -1.7937e-01, 6.8113e-02, -1.9560e-01, 7.2379e-02,\n", + " -1.2231e-01, 1.6123e-01, 4.9954e-02, -3.0685e-02, 9.7240e-02,\n", + " 1.4346e-02, 4.4284e-01, -2.4737e-01, -2.8470e-01, -1.7316e-03,\n", + " 1.7734e-01, -5.8512e-03, -2.2428e-02, -2.0035e-01, -1.5070e-01,\n", + " 4.3294e-01, 1.3048e-01, -7.8763e-02, -5.5947e-03, 4.3358e-01,\n", + " -5.9521e-02, 1.1365e-02, -4.3341e-02, 5.5436e-03, 7.3392e-02,\n", + " 7.4399e-02, -5.2247e-02, 1.2794e-02, 7.3504e-02, -1.7625e-01,\n", + " -1.8620e-01, -7.6687e-03, 1.0429e-01, -6.5680e-04, 4.2952e-02,\n", + " -3.3484e-02, -6.5974e-02, 7.3887e-02, -2.4738e-01, -9.2251e-02,\n", + " 5.1278e-07, 3.1674e-01, 1.1765e-02, -1.7086e-01, 2.0144e-02,\n", + " 2.8905e-02, -8.8639e-03, 1.1884e-01, -4.8498e-02, -1.3477e-02,\n", + " -6.6626e-02, 5.3787e-02, 8.3792e-03, 9.4380e-02, 2.5920e-02,\n", + " 5.4803e-02, -1.0655e-01, -4.7230e-02, 1.5653e-01, 1.5982e-01,\n", + " 1.8880e-02, -8.5382e-02, 1.0879e-02, 1.2653e-01, 2.0570e-02,\n", + " 8.1563e-02, -1.6467e-03, 1.2383e-01, 5.4735e-02, -1.4669e-02,\n", + " -8.6958e-02, -2.4704e-02, 9.1810e-02, 3.6790e-02, 4.2269e-02,\n", + " 2.6214e-02, -9.3997e-02, 6.7285e-02, 7.7302e-02, -2.3614e-01,\n", + " 1.1277e-01, 6.3391e-02, -3.5829e-02, 1.9878e-02, -6.0446e-03,\n", + " 1.3902e-02, -6.9659e-02, 8.2533e-02, -2.1361e-02, 1.9019e-02,\n", + " -1.3146e-02, 1.0154e-01, -2.5013e-02, -6.0032e-03, -1.5126e-02,\n", + " 8.2739e-02, 8.1304e-02, 3.3957e-02, 5.7780e-02, 9.7489e-02,\n", + " -5.8147e-02, -9.0637e-02, 5.0121e-02, -2.9774e-02, 2.9458e-02,\n", + " 2.1534e-02, 1.1424e-02, -3.9535e-02, 2.8709e-02, -2.3269e-02,\n", + " 4.2547e-02, 5.0932e-03, 5.7767e-01, 6.8402e-02, 3.6074e-03,\n", + " -2.8072e-02, -4.2773e-02, -5.7055e-02, -8.9540e-02, 3.7986e-02,\n", + " -8.9288e-02, -6.9921e-02, 7.2772e-02, -5.6096e-02, -7.1482e-02,\n", + " -8.2207e-02, -5.7653e-02, 8.7706e-02, 7.6060e-02, -1.3794e-02,\n", + " -1.0245e-01, -3.8488e-02, 4.2797e-02, 1.1156e-01, -6.8890e-03,\n", + " -3.8860e-02, -3.5087e-02, 3.7793e-02, -1.5162e-02, -6.4295e-02,\n", + " 1.8360e-02, -1.1452e-02, 2.8287e-02, 4.6928e-02, 3.4585e-04,\n", + " -7.4078e-02, 1.2018e-01, -4.0804e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.0441e-03, 1.3689e-03, -3.9434e-03, 6.4613e-03, -1.4892e-03,\n", + " -1.9084e-03, 5.3346e-04, 2.7463e-04, 3.0279e-04, 1.3987e-03,\n", + " 6.2668e-04, -8.3980e-04, 9.2963e-04, 3.0526e-03, 5.4793e-04,\n", + " -5.3155e-03, -1.1958e-03, 1.5725e-03, 9.8040e-04, 1.4004e-03,\n", + " -3.5909e-03, -1.2560e-03, -2.2645e-03, 4.5728e-03, -1.4357e-03,\n", + " 7.0878e-03, 1.3209e-03, 1.1415e-03, 1.3562e-03, -5.9839e-04,\n", + " -7.5759e-04, 1.5238e-03, -2.7394e-04, -2.6662e-03, -9.7500e-03,\n", + " -2.9413e-03, 3.6765e-03, -8.0697e-04, -3.7855e-03, -7.8704e-04,\n", + " 1.3643e-03, 1.0407e-03, 2.2656e-03, -6.6159e-04, 6.1480e-04,\n", + " 1.0705e-03, 9.1614e-04, -1.2893e-03, 7.1373e-05, 5.2995e-04,\n", + " 4.5932e-04, -8.4730e-04, -5.2598e-04, 3.7081e-03, 1.3428e-04,\n", + " 1.3707e-03, -9.2699e-03, 1.6941e-03, 4.6486e-03, -4.3084e-04,\n", + " -9.1174e-04, 5.9390e-04, -3.6343e-04, 1.3480e-04, 3.1486e-03,\n", + " 9.4782e-03, 3.3457e-04, 3.6641e-03, 4.0554e-03, -1.1247e-02,\n", + " -6.7357e-03, -6.9925e-04, 5.2669e-03, -8.8925e-03, -8.5865e-03,\n", + " 5.4483e-03, 4.2291e-03, 5.1654e-03, 1.2046e-02, 1.9329e-03,\n", + " 1.0402e-02, -2.2832e-03, -1.0828e-03, -7.7560e-03, 4.6727e-03,\n", + " 1.5169e-02, -7.6730e-03, -7.7556e-03, 5.1383e-03, -1.0660e-03,\n", + " 4.6742e-03, -1.9280e-03, -3.5727e-03, 8.2793e-03, 8.3554e-03,\n", + " -1.0741e-02, 3.6171e-03, 6.7779e-04, -3.6308e-03, 4.3056e-03,\n", + " 1.1010e-02, 4.2350e-03, 3.6289e-03, 3.3126e-03, -1.0095e-03,\n", + " 2.3365e-04, -1.7701e-04, -7.2488e-03, -9.3016e-03, 5.0050e-04,\n", + " -5.5789e-03, -5.3507e-03, -3.0950e-03, 1.2153e-03, -3.3957e-03,\n", + " 2.7965e-03, -4.4673e-03, 9.4059e-03, -4.6939e-03, 1.1412e-03,\n", + " -2.2597e-03, -2.1981e-03, 4.6398e-03, -4.6788e-03, 1.1694e-02,\n", + " -8.6865e-03, 5.2599e-04, -7.8855e-03, 1.0934e-03, 3.5553e-03,\n", + " 4.9240e-03, -5.1528e-03, -2.3380e-04, 1.7372e-03, 4.8919e-04,\n", + " 4.4564e-04, -7.1640e-04, 7.1178e-03, -3.2159e-03, 2.6002e-03,\n", + " -4.6343e-04, -1.8761e-03, 3.0307e-03, -1.7287e-03, -1.1472e-03,\n", + " -1.7795e-04, 5.4250e-03, -1.8490e-03, -1.5405e-03, 3.8756e-03,\n", + " 3.6301e-03, 1.7624e-03, -4.1888e-04, 5.2788e-04, -1.3847e-03,\n", + " 1.8162e-03, 5.1979e-03, -1.6769e-04, 3.2218e-03, 1.9448e-03,\n", + " 4.2212e-04, 1.4786e-03, -1.1618e-04, -7.5453e-04, 2.7817e-04,\n", + " 3.5576e-03, 3.3683e-03, -2.3536e-03, -6.5503e-04, 1.6933e-03,\n", + " 2.7853e-03, -5.2000e-03, -1.4945e-04, 1.2100e-03, -5.9097e-04,\n", + " -9.9565e-04, -2.5361e-03, -4.5888e-03, 4.5979e-03, -7.9534e-04,\n", + " 8.9417e-04, 8.1526e-05, -1.3397e-03, 2.3279e-03, 2.8537e-03,\n", + " 1.2432e-02, 3.1424e-03, -2.9543e-03, -3.9430e-03, 4.4507e-03,\n", + " 2.5661e-03, 3.3989e-03, -9.1040e-04, -4.4599e-03, 9.0093e-04,\n", + " -5.1682e-03, -2.9268e-03, -7.3542e-03, 4.9652e-04, -1.8690e-03,\n", + " -1.8926e-03, -2.3462e-04, 4.3676e-03, 2.2576e-03, -1.9120e-05,\n", + " 1.8887e-03, -1.2532e-02, -8.0256e-03, -8.0721e-04, 2.3846e-03,\n", + " 1.7169e-04, 5.6851e-03, -5.5821e-03, 1.4118e-03, 1.0748e-03,\n", + " 1.8289e-03, -5.0771e-03, 1.0130e-03, -2.2419e-03, 4.8901e-04,\n", + " -1.2441e-05, 7.5470e-04, 3.8318e-03, -3.5594e-03, -1.6058e-03,\n", + " 6.5638e-03, -5.9850e-04, 2.6132e-03, 2.2498e-03, 1.2037e-03,\n", + " -1.0659e-03, -1.8633e-03, 4.2239e-03, 3.4310e-03, -1.5420e-03,\n", + " -4.0928e-03, -2.7162e-03, 5.1966e-04, -1.9576e-03, -9.1512e-04,\n", + " -1.2544e-03, 5.8817e-03, 5.4121e-03, 1.3099e-03, -5.0480e-03,\n", + " -5.3172e-03, 1.6385e-03, -9.1118e-03, -2.2725e-03, 3.0670e-03,\n", + " 1.0851e-03, 3.0508e-03, -5.5764e-03, 2.0700e-03, 2.3309e-03,\n", + " 2.9400e-03, 9.5438e-03, -1.6201e-03, -6.8563e-03, 5.6020e-03,\n", + " 1.1154e-02, 2.1747e-03, 1.4131e-02, -2.4545e-02, 3.1373e-03,\n", + " 9.7459e-03, -2.1978e-03, -4.4479e-03, 1.6435e-03, 4.9989e-03,\n", + " -7.0998e-03, -1.3566e-03, -2.8348e-03, -7.4927e-03, -1.4080e-03,\n", + " 9.8485e-03, 2.9718e-03, -6.8947e-04, -9.4031e-03, 1.5350e-02,\n", + " -5.5662e-03, -1.1751e-02, -1.3801e-02, -1.0765e-02, 8.6861e-03,\n", + " -5.3052e-03, -1.0070e-02, -1.5609e-03, 3.3453e-03, -1.3292e-03,\n", + " -5.7872e-03, 7.7676e-03, -8.1213e-03, -1.4545e-03, -3.6492e-03,\n", + " 5.8688e-03, 1.2532e-03, -1.5463e-03, 9.9670e-03, -2.6222e-03,\n", + " 5.6471e-03, -2.1333e-03, 4.8168e-03, 1.3471e-04, -7.5099e-03,\n", + " -1.1230e-03, 7.4495e-03, 2.1129e-04, -2.7851e-03, 7.4338e-03,\n", + " -9.4473e-03, -3.6843e-03, -4.0702e-03, 8.5089e-03, -5.7787e-03,\n", + " 1.4650e-02, 4.7674e-03, 5.1760e-03, -2.1781e-03, -1.8996e-03,\n", + " 6.2460e-04, -3.1290e-03, 1.3608e-03, 2.4047e-03, 2.0628e-03,\n", + " -3.2602e-03, 5.5447e-03, -2.8735e-03, 1.7623e-03, 7.1874e-05,\n", + " 2.1226e-03, 1.3270e-03, -1.4843e-03, -1.5056e-03, -2.6795e-05,\n", + " -1.2762e-05, 1.0878e-03, -3.0357e-03, 1.6317e-03, 2.6342e-03,\n", + " -3.4545e-03, -1.3665e-03, 3.8459e-03, 2.2929e-03, 1.3371e-03,\n", + " 1.4433e-03, 3.7467e-03, -1.0538e-03, -9.2442e-05, -1.4064e-03,\n", + " 4.6103e-03, -3.7210e-03, 1.0919e-03, -3.7678e-04, -1.0539e-03,\n", + " -3.0968e-04, 5.1944e-04, 5.1615e-03, 1.8536e-03, 3.7833e-03,\n", + " -6.5290e-03, -6.1298e-03, 3.7474e-03, 2.1960e-03, 6.9209e-04,\n", + " -7.8338e-04, -1.7817e-04, 1.8147e-03, 3.2978e-03, -3.5204e-04,\n", + " 3.0344e-03, -5.9179e-04, 1.3784e-03, 4.7867e-03, -4.5108e-04,\n", + " -2.4946e-03, -3.9413e-03, -1.5173e-03, -5.7540e-04, -1.1008e-03,\n", + " 8.3574e-04, 1.0704e-03, 1.8629e-03, 3.9646e-04, -7.7140e-04,\n", + " 1.0462e-02, 1.1229e-02, -1.7485e-02, 1.1333e-02, 3.8884e-03,\n", + " -1.6043e-02, 1.3526e-02, -2.8029e-02, 4.5591e-03, -1.6116e-03,\n", + " 1.4226e-02, 2.9161e-03, -3.8195e-03, -2.4383e-03, -5.5529e-03,\n", + " -2.0883e-03, 3.1088e-03, -7.4964e-03, -1.4530e-02, 1.7738e-02,\n", + " 6.7353e-03, -9.1193e-03, -2.7397e-03, 1.1844e-02, 6.3929e-03,\n", + " -1.4143e-02, -6.4322e-03, 1.9786e-02, -3.0842e-03, 3.2740e-03,\n", + " -3.3810e-03, -6.7959e-04, 2.5417e-04, 4.5992e-03, 1.0335e-02,\n", + " 9.2517e-03, -5.1181e-03, -1.5245e-02, -5.1293e-03, 2.2085e-02,\n", + " 3.0031e-03, -5.0844e-03, 1.8939e-03, 5.6926e-03, -4.5820e-03,\n", + " -5.0711e-03, -2.2061e-03, -2.1429e-03, 4.1158e-03, -1.0520e-02,\n", + " -3.7363e-03, 6.5011e-03, 1.5799e-02, 5.9543e-03, 1.5043e-03,\n", + " 3.6700e-03, 6.1886e-03, 8.4951e-03, 3.2214e-03, -1.5772e-02,\n", + " 6.7678e-04, -1.2508e-03, -9.6835e-04, -1.6958e-03, -7.0949e-03,\n", + " -5.1247e-03, 4.0065e-03, 1.2487e-03, -2.2215e-03, 5.5468e-04,\n", + " -6.2119e-03, -2.6922e-03, -4.8754e-03, -6.7412e-03, 5.1497e-03,\n", + " 6.2999e-04, -7.7962e-03, -3.4909e-03, -2.1342e-03, -2.6067e-03,\n", + " -5.8847e-03, -2.8624e-03, -7.1139e-04, 2.4397e-03, 5.5396e-03,\n", + " -2.4676e-03, -9.3474e-04, 2.2739e-03, -5.4292e-04, 2.9439e-03,\n", + " -1.8736e-03, -1.0395e-03, -1.1034e-03, 5.3041e-04, 3.8776e-03,\n", + " -4.6939e-03, -1.3208e-03, -3.3843e-03, 4.3633e-04, 2.4805e-03,\n", + " 6.8817e-03, 1.5071e-04, -1.2337e-03, -7.9917e-04, 1.9457e-03,\n", + " -4.6236e-04, -4.6216e-03, -5.0001e-03, 9.3105e-04, 4.0314e-03,\n", + " -1.3191e-03, -2.2803e-03, -4.3429e-03, 2.9142e-03, 2.1468e-03,\n", + " 8.7352e-04, -2.8078e-04, -2.4947e-03, -6.3734e-03, -3.7210e-03,\n", + " -2.3051e-03, 6.2440e-04, 4.1120e-03, -5.4283e-04, -2.1785e-03,\n", + " 1.1105e-02, -6.7743e-03, 2.7560e-03, 5.6815e-04, 1.7481e-03,\n", + " 2.0510e-03, 6.1667e-04, 1.1443e-04, -4.1993e-03, 1.9060e-03,\n", + " 2.5793e-03, 1.7883e-03, 1.0902e-03, 4.7769e-04, 2.6538e-03,\n", + " 4.4822e-03, -1.9466e-04, 2.7458e-03, -2.6723e-03, 2.2496e-03,\n", + " 1.7401e-03, -2.7161e-03, 3.9613e-04, 1.6993e-03, 2.6540e-03,\n", + " 3.1209e-03, -2.3843e-04, -2.8749e-03, -1.1671e-03, 3.6487e-03,\n", + " 1.0841e-03, -8.6129e-05, 2.7318e-03, 1.8443e-03, 4.0914e-03,\n", + " 2.2688e-03, 3.8539e-03, -4.0144e-04, 2.8915e-03, -6.7054e-04,\n", + " -1.5408e-03, -2.1888e-03, -2.8955e-03, 1.8109e-03, -2.0393e-03,\n", + " 1.5793e-03, -1.4539e-03, 1.5752e-03, -9.2535e-04, -2.3895e-04,\n", + " 9.0203e-04, -2.3521e-03, 6.1890e-04, -1.3119e-03, 6.3980e-04,\n", + " -3.0881e-03, -3.2183e-03, 2.7034e-03, 2.0561e-03, -2.2701e-03,\n", + " -4.5080e-03, 4.2629e-03, -6.3577e-04, 7.7316e-05, -4.4811e-05,\n", + " 9.4819e-04, 1.2280e-03, -1.7828e-03, 5.3695e-04, -4.3194e-03,\n", + " -7.6021e-04, 3.9560e-04, 1.2701e-03, 2.1540e-03, -9.1881e-04,\n", + " 1.4440e-03, -5.6651e-03, -5.1690e-05, -4.0822e-03, 4.0124e-03,\n", + " -2.6027e-03, 1.6107e-04, 2.6225e-03, 2.4264e-03, -4.0761e-03,\n", + " 2.1750e-03, 4.7726e-04, -4.3111e-03, -1.0376e-03, -5.7166e-04,\n", + " 1.6013e-04, -4.9116e-03, -7.6650e-04, 1.0801e-03, 4.5168e-04,\n", + " -2.4396e-03, -1.1829e-03, 3.0801e-03, -2.2683e-03, 1.6823e-03,\n", + " 2.6931e-03, -2.4151e-03, 3.5837e-03, -4.2898e-04, 2.1475e-03,\n", + " -3.1117e-03, -5.4902e-05, 4.3549e-04, -4.6292e-03, 6.1178e-05,\n", + " -2.2557e-03, 7.0227e-03, -1.0547e-03, 1.2257e-03, 2.0354e-04,\n", + " -2.0588e-03, -6.1874e-03, 4.1461e-03, 4.1408e-03, 5.0044e-04,\n", + " 2.6121e-03, -2.7004e-03, 6.8363e-04, 1.3157e-03, -3.3623e-03,\n", + " -1.8640e-03, -1.4588e-03, -1.4800e-03, 1.8468e-03, -2.3250e-03,\n", + " 2.7134e-03, 5.9013e-03, -1.1770e-04, -7.8681e-03, 2.5490e-04,\n", + " 3.1058e-03, -5.6438e-03, 2.6721e-03, -3.7445e-03, 5.7868e-03,\n", + " -2.1992e-04, -5.7012e-03, -6.4063e-03, 2.8807e-04, -4.4331e-03,\n", + " -4.0420e-03, 6.3774e-03, -2.5768e-03, 1.2755e-03, 4.0350e-04,\n", + " -1.1534e-02, -1.1110e-02, -4.9638e-03, 1.9212e-03, 1.7321e-03,\n", + " 2.1973e-03, -7.2445e-03, -8.2829e-03, 8.0332e-03, 3.6778e-03,\n", + " 1.1086e-03, 2.6970e-03, -4.7765e-03, -2.9143e-03, 2.5620e-03,\n", + " 8.3624e-04, 4.8012e-04, -8.7049e-04, 2.2803e-03, -5.0312e-03,\n", + " 8.7249e-04, -5.0246e-03, -1.6031e-03, -6.7433e-03, 2.1957e-03,\n", + " -1.1002e-02, -7.4774e-03, -2.1632e-04, -1.4669e-03, 4.8358e-03,\n", + " 4.7983e-03, 2.1324e-03, -1.8465e-03, -4.7259e-03, 3.1237e-03,\n", + " 3.1692e-03, 5.6853e-03, -8.5337e-03, -3.4333e-03, 4.0290e-03,\n", + " 2.6862e-04, 1.9783e-03, 2.4356e-03, -5.5165e-04, 1.3959e-03,\n", + " 7.9357e-03, 1.5520e-03, 1.1750e-03, 1.7305e-03, -1.3418e-03,\n", + " -9.0775e-04, 2.8726e-03, 3.0854e-03, 8.7991e-04, -3.1581e-03,\n", + " 4.2784e-03, -7.0012e-03, 6.4626e-03, 9.3355e-03, 1.9080e-03,\n", + " 7.0376e-04, -3.7505e-04, -6.1540e-03, 3.6263e-03, 3.4948e-03,\n", + " -2.4074e-03, 1.7909e-03, 7.9083e-04, -4.0802e-03, 1.2530e-02,\n", + " 6.2071e-03, 1.2029e-02, 7.8042e-03, -8.4164e-03, 8.8836e-03,\n", + " 1.6583e-02, 8.0705e-03, -1.1590e-02, 6.6422e-03, -7.0353e-03,\n", + " 4.7486e-03, 2.7343e-03, 5.9411e-03, 6.3777e-04, 3.4606e-03,\n", + " -6.3848e-03, 4.8333e-03, -1.1083e-02, -3.8611e-03, 2.3024e-03,\n", + " -3.8309e-03, -1.8349e-03, -4.7402e-03, -1.3764e-02, -2.0514e-03,\n", + " -3.3994e-03, -3.5159e-03, -1.8088e-02, -7.2693e-03, 3.1761e-03,\n", + " 1.3863e-02, 2.8904e-03, 5.7310e-03, 6.0737e-03, -6.6675e-03,\n", + " 4.7887e-03, -9.9696e-04, -1.8433e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.8129e-03, 2.6508e-02, -5.9689e-03, -5.0827e-03, -1.2937e-02,\n", + " -2.2209e-02, 1.0012e-01, 1.4342e-02, -7.7452e-03, -1.3408e-02,\n", + " 1.5780e-03, -3.5284e-02, -1.9591e-02, -9.3217e-03, 2.2370e-02,\n", + " -2.5708e-02, -1.3782e-02, -2.4320e-02, -2.6431e-02, 3.0684e-02,\n", + " 2.2398e-02, -2.3781e-03, 1.0013e-02, -3.6587e-02, 8.1336e-03,\n", + " -4.7603e-03, -2.2892e-02, 2.1258e-02, -1.2976e-02, 2.4421e-02,\n", + " 2.2330e-02, 9.1706e-03, -2.1805e-02, 1.3630e-02, 3.2194e-02,\n", + " 8.5526e-03, 3.3404e-02, 8.2482e-03, -1.1307e-02, 6.0176e-03,\n", + " 2.8629e-02, 1.1331e-02, 2.8856e-03, -2.9103e-03, 4.7134e-02,\n", + " 5.1281e-04, -1.1918e-02, 3.0561e-02, 8.8318e-03, 5.2403e-03,\n", + " -4.9838e-03, 4.6464e-02, 1.9512e-02, 1.9514e-02, -1.4155e-03,\n", + " 7.2931e-03, -1.2846e-02, 4.6986e-03, -1.5590e-02, -1.2953e-03,\n", + " 1.1079e-02, 2.3337e-02, -2.0799e-02, 2.8913e-03, 8.7149e-02,\n", + " -5.9323e-03, -3.2943e-02, 1.8664e-02, 1.2668e-02, -3.8752e-03,\n", + " -7.7159e-03, -1.7853e-03, 7.9928e-02, -4.2253e-03, -5.2578e-02,\n", + " -5.1078e-03, 8.6303e-02, -5.1037e-02, 3.8518e-03, 5.8927e-02,\n", + " -1.9571e-02, -3.3890e-02, 2.3259e-02, -7.0688e-02, 2.6496e-02,\n", + " -1.2192e-02, 7.4369e-03, -3.2417e-02, 4.9886e-02, 3.2132e-02,\n", + " 2.8312e-02, -6.0256e-02, -6.3618e-06, 4.8589e-02, -5.6735e-02,\n", + " -2.9321e-02, -8.3820e-03, -3.1116e-02, -5.2021e-02, 1.8531e-02,\n", + " 9.2260e-02, -7.1223e-02, -2.6094e-02, -5.8738e-02, 8.0389e-04,\n", + " -5.3020e-02, 8.8644e-03, 2.7536e-02, -4.0667e-02, 6.0919e-02,\n", + " -2.1711e-02, 7.5447e-02, -1.9029e-02, -8.5780e-02, -1.1432e-02,\n", + " 1.9032e-03, 8.1654e-02, 2.0699e-01, 7.5145e-02, 5.7094e-02,\n", + " 9.8522e-02, -4.9044e-03, -4.2386e-02, 9.2326e-02, 7.4404e-02,\n", + " -3.2874e-02, -4.4925e-02, -3.8013e-02, 1.4697e-02, 8.9698e-04,\n", + " 1.5888e-03, -2.1989e-02, 9.2527e-03, -5.7683e-03, 5.0916e-03,\n", + " -5.3754e-04, 3.2732e-03, -1.5027e-02, 1.6596e-02, -9.5500e-03,\n", + " 1.1293e-02, 7.4547e-03, -5.4322e-03, 9.5094e-03, -6.0146e-03,\n", + " 1.4320e-03, -1.3814e-02, 1.2610e-02, -2.1334e-02, -3.3188e-03,\n", + " 4.6782e-03, 1.0174e-02, 3.8808e-02, -4.2998e-03, 2.7563e-02,\n", + " -3.3018e-03, -1.5392e-02, 1.5419e-02, -3.3091e-03, 1.0841e-02,\n", + " -1.8768e-03, 3.6312e-03, -3.0392e-02, 2.5744e-02, 1.9424e-02,\n", + " 4.5634e-03, -1.5982e-02, -8.7312e-03, 8.1496e-03, -1.4118e-02,\n", + " -1.3542e-02, -1.1802e-02, 7.4023e-03, 2.4704e-02, 1.3830e-02,\n", + " -8.2721e-03, -5.1248e-03, 1.2204e-02, -1.6824e-02, -1.3276e-02,\n", + " 3.2982e-03, -7.9165e-03, 1.5572e-02, -1.8480e-03, 3.6280e-03,\n", + " -6.7343e-03, -2.2357e-02, -1.1292e-02, -3.5560e-03, -5.5644e-03,\n", + " 3.8120e-03, -6.7945e-03, 3.7204e-02, 6.6037e-03, 9.4042e-03,\n", + " -1.8598e-02, 9.2300e-03, 8.1820e-03, 1.9033e-02, -4.6107e-03,\n", + " 1.0007e-02, -1.3119e-02, 5.2465e-03, 4.1959e-03, -2.5548e-03,\n", + " -1.8053e-02, 6.8210e-03, -8.5407e-03, 1.8353e-02, -2.1082e-02,\n", + " 6.2724e-04, 1.0498e-02, -5.6325e-03, -1.3830e-02, 9.2134e-03,\n", + " -8.2288e-03, 1.0566e-04, -3.0164e-02, 8.9551e-03, 2.6633e-02,\n", + " -2.4790e-02, -7.2232e-03, -1.1890e-02, 1.0664e-02, -2.5805e-03,\n", + " 2.5467e-02, -2.8718e-02, 1.6059e-02, 7.5293e-04, -1.5438e-02,\n", + " 3.9439e-04, 1.1857e-03, 2.2813e-02, 1.8426e-03, 3.7120e-03,\n", + " 1.3219e-04, -1.4604e-02, 9.6703e-03, -2.0590e-03, 7.0204e-03,\n", + " 8.7983e-03, -9.0715e-03, 1.3154e-02, -2.6238e-02, -4.1779e-03,\n", + " -2.4061e-02, -1.0726e-04, -3.0806e-03, 1.5580e-02, 1.1468e-03,\n", + " -7.3156e-03, -3.1759e-02, 1.2917e-02, -9.2335e-03, 4.1503e-03,\n", + " 2.0236e-03, 9.2554e-02, -4.6261e-02, 5.1292e-02, 5.8006e-02,\n", + " 5.6099e-02, -6.5914e-02, -9.6557e-02, 1.0006e-01, -4.1498e-02,\n", + " -6.8991e-02, 1.1660e-01, -1.1426e-01, -3.3637e-02, -1.7708e-03,\n", + " -4.4200e-02, 8.7982e-02, 3.3352e-02, 3.5369e-02, -2.4009e-02,\n", + " -1.9061e-02, 2.8139e-02, -1.5726e-02, -1.0278e-02, -3.3332e-02,\n", + " -1.1317e-02, -6.1090e-02, -6.4469e-03, -8.2924e-02, 3.8975e-02,\n", + " -3.6118e-02, -1.0058e-01, 1.4186e-01, 4.7030e-02, 4.5983e-04,\n", + " 1.4726e-02, 1.4800e-01, 3.9049e-02, 8.4341e-02, -1.9048e-01,\n", + " 5.6092e-02, 6.1182e-02, -1.3168e-01, -1.2602e-02, -2.5697e-02,\n", + " -5.4492e-02, -5.4454e-03, -1.9400e-03, -2.2984e-02, 8.4429e-02,\n", + " -6.7835e-02, -5.5231e-02, 9.6776e-02, -6.1501e-02, 2.6296e-02,\n", + " 2.4404e-02, -1.8593e-01, 4.1782e-02, -1.2975e-01, -1.2980e-02,\n", + " 5.8256e-02, 7.0192e-02, -2.5236e-02, 5.2993e-02, 2.8340e-02,\n", + " 8.4497e-03, -9.0652e-03, 7.2280e-03, 5.8151e-03, 3.1684e-03,\n", + " 8.9052e-03, 1.6661e-02, -1.4261e-02, 2.4334e-03, -4.7054e-03,\n", + " 1.9333e-02, 5.5633e-03, -2.7951e-03, -1.6494e-02, 5.5202e-03,\n", + " 9.2111e-03, -1.5561e-03, 7.0928e-03, -7.8143e-03, -1.3979e-02,\n", + " -1.0608e-02, 3.2574e-02, -6.4949e-03, -5.7072e-03, 2.4415e-02,\n", + " 1.1604e-03, -8.5885e-03, 2.2998e-02, -2.6142e-04, 1.0416e-02,\n", + " 1.6488e-02, -6.7634e-03, 6.5589e-03, 6.5733e-03, -3.0783e-02,\n", + " -1.9483e-02, 8.9619e-04, 3.2117e-02, 9.6553e-03, -1.0271e-03,\n", + " -2.3810e-02, -9.9003e-03, 4.3058e-03, 1.2705e-02, -1.5263e-02,\n", + " -3.6671e-02, 1.7822e-02, 1.2827e-02, -1.9555e-02, -3.3258e-02,\n", + " 6.1369e-03, -3.6036e-02, -1.2705e-02, -4.9490e-03, 1.3485e-02,\n", + " 1.5963e-02, -9.7227e-03, -2.5830e-03, 3.0326e-02, -8.1032e-02,\n", + " 2.9491e-03, 2.2105e-03, -4.2584e-02, 1.1577e-03, -4.8129e-01,\n", + " 4.4766e-04, 6.0460e-02, 1.9441e-02, 6.6156e-02, 7.8706e-03,\n", + " -1.6168e-01, 1.6232e-02, 3.7236e-03, -3.1171e-02, 6.6477e-02,\n", + " -3.2638e-02, -2.3085e-02, 1.8003e-02, -3.1251e-02, -3.5283e-01,\n", + " -4.0529e-03, 2.3607e-02, 4.5410e-02, 2.9353e-02, -3.5453e-02,\n", + " -2.1813e-03, 7.9803e-02, 7.4158e-03, 1.8503e-02, 1.2606e-02,\n", + " 3.3811e-03, -5.7398e-03, -4.5430e-02, 1.1265e-01, 3.0235e-02,\n", + " 6.1094e-02, 3.1771e-02, -2.0236e-03, -3.4617e-03, -1.8127e-02,\n", + " -1.2413e-01, 2.5190e-01, -5.4629e-02, -3.8023e-02, 2.4648e-02,\n", + " 5.8730e-03, -1.9671e-02, 4.7483e-02, -4.6909e-03, 5.2543e-02,\n", + " -2.8612e-02, -5.0765e-03, 9.2424e-03, 6.2705e-02, -2.0282e-02,\n", + " 1.2044e-01, 2.4475e-02, -3.3712e-02, 7.0468e-02, -9.4676e-02,\n", + " 5.2563e-03, 3.0934e-02, -1.8878e-02, 8.8762e-03, -8.1467e-03,\n", + " -6.6265e-02, -8.2100e-02, -3.9716e-02, -5.7637e-03, 2.5203e-02,\n", + " 1.5836e-02, -1.8065e-03, -3.5337e-02, 5.0966e-03, -5.6324e-03,\n", + " -8.1579e-03, -3.1573e-02, 2.1848e-02, 1.3425e-02, 2.7656e-02,\n", + " -3.4971e-02, 1.6067e-02, 5.1449e-03, -3.8152e-02, -5.3493e-03,\n", + " 2.8479e-03, -3.3248e-02, -1.0404e-02, 1.8312e-02, -2.3801e-03,\n", + " -1.9781e-02, 1.7574e-02, 2.5091e-02, -1.5582e-03, 4.8695e-03,\n", + " -1.3350e-02, 1.7213e-02, 4.4016e-02, -5.6341e-03, 1.2105e-02,\n", + " 4.0627e-03, 1.5585e-02, -2.3202e-02, -4.7016e-03, 2.7046e-02,\n", + " 4.1824e-03, 6.9564e-03, 4.8997e-03, 2.8509e-02, 6.4025e-03,\n", + " 4.6989e-03, 1.0584e-02, 1.5640e-02, 3.7395e-03, -8.7291e-03,\n", + " 5.9854e-03, -2.4850e-02, -3.8676e-02, 5.4634e-03, -1.8908e-02,\n", + " -1.0258e-02, -3.7428e-03, -2.7284e-03, 1.7768e-02, 9.3654e-03,\n", + " -5.2298e-04, -1.9852e-02, -1.3110e-02, -5.0818e-03, -9.2562e-03,\n", + " 8.3830e-03, 8.8159e-03, -2.4891e-03, -3.0165e-03, -1.9143e-02,\n", + " -2.3548e-04, 1.5552e-02, 1.1036e-02, -6.4004e-03, 4.6297e-03,\n", + " -1.8867e-02, -1.0295e-02, -9.6020e-04, 1.8116e-02, 3.1932e-03,\n", + " 5.8655e-03, 4.6039e-03, -1.3302e-02, -2.5399e-02, -7.0925e-03,\n", + " -7.7740e-03, 7.4325e-03, 9.6250e-03, -2.4010e-02, -3.1733e-02,\n", + " -1.0161e-02, -3.3211e-03, 5.2639e-02, 2.5046e-02, 8.5706e-03,\n", + " -1.3812e-02, 1.7818e-02, 1.8384e-03, 1.1397e-02, -6.2381e-03,\n", + " -5.6409e-03, 3.7058e-03, -6.9016e-03, -8.7943e-03, -2.0281e-03,\n", + " 7.7959e-03, 7.5765e-03, 8.8297e-03, 7.0037e-03, -3.0030e-02,\n", + " 1.7475e-02, 2.7792e-02, 9.1701e-03, -1.2093e-02, 1.3838e-02,\n", + " 1.0025e-02, 9.2024e-03, -4.3533e-03, -2.8230e-04, -4.9528e-02,\n", + " 1.3203e-02, 4.2774e-02, -3.1744e-03, -8.5815e-04, -1.1459e-02,\n", + " -2.4913e-02, 1.5956e-02, -1.4069e-02, 2.3993e-02, -2.7023e-03,\n", + " 1.7005e-02, -3.2020e-03, 2.6245e-02, -7.4888e-03, -4.3722e-03,\n", + " -1.1812e-02, -1.5536e-02, -2.3831e-02, -6.0103e-03, -7.8979e-03,\n", + " -4.7921e-03, -8.6674e-05, 1.3561e-02, 1.6468e-02, 5.2235e-03,\n", + " -7.1893e-03, 5.0759e-03, 9.9182e-03, 7.1578e-03, -3.7875e-02,\n", + " -4.8766e-03, -2.5935e-03, 4.8208e-02, 2.4876e-02, 4.8782e-03,\n", + " 6.9570e-03, -1.8018e-02, 4.7554e-02, -1.7087e-02, 1.6875e-02,\n", + " -7.4085e-02, 9.8432e-03, 2.8966e-02, -7.5918e-03, 1.8558e-02,\n", + " -6.3647e-03, 1.1874e-02, 2.6161e-03, 1.2529e-02, -6.4564e-03,\n", + " 4.1110e-02, 2.9454e-04, 1.2163e-02, -9.8757e-03, -1.1985e-02,\n", + " 5.6716e-03, 1.3403e-02, 1.8619e-02, -2.4112e-02, 1.1653e-02,\n", + " -1.1104e-02, -3.0134e-03, -5.5630e-03, -5.0272e-03, 6.6754e-03,\n", + " 4.0264e-03, -1.0785e-03, 7.3756e-03, 8.2690e-03, -1.0289e-02,\n", + " -8.9700e-03, 9.8963e-03, -3.6831e-03, -1.0341e-02, 1.1618e-04,\n", + " -9.9381e-03, -2.2362e-02, -3.8294e-02, -8.7182e-03, 1.1841e-02,\n", + " 2.6323e-02, 3.7357e-02, 2.2811e-02, 1.1782e-02, -1.8960e-02,\n", + " -2.0880e-03, -1.5634e-02, 2.1352e-03, -1.1822e-02, 3.5180e-04,\n", + " -9.3261e-03, 2.7316e-02, 1.1838e-02, -7.1764e-03, 3.0449e-03,\n", + " -1.4200e-03, -2.3677e-02, 2.4740e-03, -2.1884e-03, -1.6116e-02,\n", + " -6.7760e-03, -1.2296e-02, -3.3730e-03, -7.8930e-04, -6.3619e-03,\n", + " 4.0746e-02, -1.2940e-02, 1.4916e-02, 2.0118e-02, -1.5035e-02,\n", + " 8.3591e-03, 6.2716e-03, 1.9748e-02, 5.5385e-03, -8.7462e-03,\n", + " 2.0420e-02, -4.4931e-03, -8.1561e-04, 2.2401e-02, -1.9849e-02,\n", + " 8.3738e-03, 2.2225e-02, 4.2153e-02, 3.1443e-02, 1.7374e-02,\n", + " -4.8198e-02, 1.3560e-02, -2.0555e-02, -5.7197e-03, -2.2633e-02,\n", + " 5.4238e-03, -2.9493e-02, 2.2874e-02, -3.4183e-02, -1.5615e-03,\n", + " 6.8246e-03, 2.2228e-02, 2.7680e-02, 3.5617e-03, 1.6775e-02,\n", + " 3.8134e-02, -2.3393e-02, 1.5263e-02, -5.0233e-02, 1.2701e-02,\n", + " -1.6159e-02, 3.0610e-03, -3.4465e-02, -2.7657e-02, -5.5255e-02,\n", + " -1.9283e-02, 4.9768e-02, 6.4304e-02, 2.0457e-02, -2.5747e-02,\n", + " -1.9802e-02, 3.6481e-02, 7.7744e-02, 4.6390e-02, 4.0655e-02,\n", + " -1.5900e-02, 2.1784e-02, -1.7846e-02, 1.3006e-02, -6.0668e-02,\n", + " -1.5085e-02, -9.9369e-03, -5.4299e-02, -1.2253e-02, -4.1137e-02,\n", + " -1.3304e-02, -1.9748e-02, 1.7892e-02, -3.7758e-03, 5.8765e-02,\n", + " 5.7162e-03, -4.4922e-02, 4.6295e-02, 1.9042e-02, -1.4007e-02,\n", + " -9.1297e-03, 6.0778e-02, -2.3442e-03, -8.6361e-02, -3.0287e-02,\n", + " 9.9742e-03, -2.7160e-02, 5.2017e-02, -1.1842e-01, -5.6493e-02,\n", + " 2.6794e-03, -6.4809e-02, -3.5672e-03, -3.5041e-04, 4.7718e-02,\n", + " -2.8833e-03, -2.4371e-02, 2.3874e-02, -3.7806e-02, -3.4143e-02,\n", + " -2.8742e-02, 3.3143e-02, 1.9835e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.9466e-02, 5.7151e-02, 1.2936e-02, 1.9204e-02, 8.0533e-03,\n", + " -3.2471e-02, -6.7176e-02, -4.8875e-05, 1.8813e-02, -5.8617e-02,\n", + " 6.2070e-03, 8.5483e-02, 5.9425e-02, -1.0913e-01, 2.5533e-02,\n", + " 9.5683e-02, 4.3458e-02, -2.9317e-02, 1.8295e-02, -3.2163e-02,\n", + " -1.0856e-01, -2.0412e-02, -4.1794e-02, 1.1456e-02, 5.0558e-03,\n", + " -9.7509e-03, 2.4223e-02, 6.6668e-02, 5.3622e-02, 1.0672e-01,\n", + " 6.2376e-02, -5.1854e-02, 2.5027e-02, 2.1163e-02, 2.6222e-02,\n", + " 4.0938e-02, 3.3725e-02, 5.6189e-02, -2.0291e-02, 4.7580e-02,\n", + " -5.7603e-02, 4.3037e-03, 4.8257e-02, 3.2742e-02, 2.3764e-02,\n", + " 1.1970e-02, 7.2588e-03, -2.9376e-02, 1.5711e-02, -9.3844e-03,\n", + " 2.6842e-02, 1.2319e-02, 1.3784e-02, 4.4084e-02, 1.0995e-01,\n", + " -1.8706e-02, -1.1899e-01, -2.6033e-02, -3.4656e-02, -3.6541e-02,\n", + " 6.7243e-02, 1.2687e-02, -1.3839e-01, -3.8657e-02, -6.6772e-02,\n", + " -4.5952e-02, 1.8407e-02, -5.2141e-02, -1.0849e-01, 2.2843e-02,\n", + " 5.0634e-02, -7.6017e-03, -2.9515e-02, -1.4918e-01, -4.4370e-02,\n", + " -6.5126e-02, 3.8103e-02, -4.7779e-02, 3.7436e-02, -6.7674e-02,\n", + " 1.3372e-02, 7.1758e-02, -7.0610e-02, -1.5441e-02, -4.9910e-02,\n", + " -5.3521e-02, 1.0529e-01, -1.3857e-01, -4.4364e-02, -3.1109e-02,\n", + " -2.5842e-02, -2.8666e-02, -1.0282e-01, 7.1902e-02, -1.5152e-04,\n", + " 4.0862e-02, -8.1859e-02, 1.0448e-01, 5.0702e-02, -4.0577e-02,\n", + " -3.7174e-02, -6.7385e-02, -7.8356e-02, 9.1827e-02, 4.4988e-02,\n", + " -2.8879e-01, -5.5261e-02, -3.4672e-02, 5.3201e-02, -1.3670e-01,\n", + " 1.9920e-02, 9.6077e-03, 6.9671e-02, 8.2503e-02, 2.4282e-02,\n", + " 7.0521e-03, -5.8548e-02, -1.0290e-02, 3.1611e-02, -1.5393e-02,\n", + " -6.8036e-02, -8.6018e-02, -4.2305e-02, 8.7982e-02, 8.5137e-02,\n", + " 3.6655e-04, 2.7390e-02, -6.4706e-02, 1.5240e-01, 1.3153e-01,\n", + " 9.2116e-05, 1.4832e-02, -3.7403e-02, 1.0876e-02, -1.1149e-02,\n", + " -1.1280e-02, -4.1851e-02, -1.3698e-01, 4.1740e-02, -5.0478e-02,\n", + " -2.2574e-02, -4.6449e-02, -5.9736e-02, 9.9274e-02, -9.5813e-02,\n", + " 1.5730e-02, -1.2144e-02, 5.4944e-02, -5.8910e-02, 3.6529e-02,\n", + " -1.4969e-02, 9.5296e-02, -4.3786e-02, 2.8994e-02, 1.0605e-01,\n", + " 5.0981e-02, -2.0442e-02, -4.8395e-02, 8.1001e-02, -1.0872e-02,\n", + " 2.0698e-02, -3.5930e-02, 1.4049e-01, -1.3056e-02, -1.6443e-02,\n", + " -6.3899e-02, -2.7023e-03, -5.2455e-02, 2.3762e-01, -1.9480e-02,\n", + " 9.2137e-02, 2.0887e-03, -2.7851e-02, -6.6595e-03, 2.0787e-02,\n", + " 2.9447e-02, -7.5848e-02, -2.4556e-02, 3.4595e-03, 2.5901e-02,\n", + " 2.0094e-02, 2.5515e-03, -3.8899e-02, 2.6381e-03, -6.1280e-02,\n", + " 9.2668e-02, 4.3590e-02, -4.4056e-02, -6.7614e-02, 1.7720e-02,\n", + " -9.2874e-02, 3.2498e-02, 4.6992e-02, 9.4980e-03, -2.6170e-02,\n", + " 3.6029e-02, -6.4452e-02, -8.9092e-02, -9.6225e-02, 3.2663e-02,\n", + " 9.9301e-02, -2.7138e-02, -1.9124e-01, 2.1974e-02, 3.2318e-02,\n", + " -1.0458e-02, -8.7442e-02, 4.6682e-02, -1.0947e-02, 3.8889e-02,\n", + " -1.2741e-02, 1.5856e-02, -1.1123e-01, -4.1305e-02, -3.1413e-02,\n", + " -9.5410e-02, -5.4368e-02, 3.9669e-02, -2.7570e-01, 3.9405e-03,\n", + " 1.7901e-03, 1.3422e-02, -2.4058e-02, 3.0653e-02, 3.7454e-02,\n", + " -1.8969e-01, -1.0636e-01, 3.0009e-02, -7.8779e-03, -5.9815e-02,\n", + " -9.9224e-03, -4.4640e-02, 5.6623e-02, -1.9535e-02, 4.4259e-02,\n", + " 3.0629e-02, -1.2026e-01, -7.5662e-02, -8.6847e-03, -1.9164e-02,\n", + " -1.4095e-01, 6.8939e-02, 4.7686e-02, 1.4006e-02, -1.9963e-02,\n", + " -1.9149e-01, 7.1620e-02, 5.5529e-02, 7.9111e-02, 6.1979e-02,\n", + " 3.1104e-02, 3.5056e-02, 2.9123e-02, -2.2316e-02, -3.5679e-02,\n", + " 1.7923e-03, 5.0948e-02, 3.8209e-02, 2.1630e-02, 2.2711e-02,\n", + " -3.9744e-02, 5.5582e-02, 6.4941e-03, 2.9325e-02, -1.2905e-01,\n", + " 7.6478e-03, -6.9750e-02, 3.3081e-02, -6.4297e-02, -3.5128e-03,\n", + " -5.5776e-03, 8.3677e-02, 5.4507e-03, 6.9976e-02, 1.3420e-02,\n", + " -7.9808e-02, -6.2192e-02, -4.0993e-02, 5.6693e-02, 4.4906e-02,\n", + " -1.4185e-01, 2.9856e-02, -2.1570e-02, 4.3125e-03, 3.6522e-02,\n", + " 3.4680e-02, 1.5158e-02, -1.3655e-02, 2.1828e-02, -9.6371e-03,\n", + " 2.5872e-02, -5.3787e-02, 9.2649e-02, -2.9292e-02, 1.8037e-02,\n", + " -2.6666e-02, -1.5545e-01, 6.5847e-03, 4.6144e-02, -3.5297e-02,\n", + " -1.2171e-03, 4.7448e-02, 9.0322e-02, 9.3345e-02, -3.5552e-02,\n", + " 1.4448e-02, 1.9892e-02, -5.1254e-02, -2.0208e-01, 4.4178e-02,\n", + " 7.1592e-02, 2.3841e-02, 1.6977e-02, 2.7591e-02, -5.9150e-02,\n", + " 1.5174e-01, -4.0214e-02, -6.0855e-04, 1.1054e-02, 1.2928e-02,\n", + " -5.4908e-02, 8.9465e-02, 3.3566e-02, -5.1806e-03, -8.3748e-02,\n", + " -7.0829e-02, 1.6432e-02, -1.4974e-02, -6.9035e-02, 1.2967e-02,\n", + " 2.2368e-02, -2.5728e-01, 8.2108e-02, -5.5896e-02, 1.9333e-02,\n", + " -3.9238e-02, -7.2975e-02, 5.2415e-03, 2.1697e-04, -2.5432e-02,\n", + " -5.1150e-02, 1.3470e-02, -3.8300e-02, -2.7570e-02, -1.2548e-01,\n", + " -1.4671e-01, -1.5185e-03, -5.4895e-02, -3.2731e-03, -9.0383e-02,\n", + " 3.6729e-02, -2.6276e-03, -1.0953e-02, -1.5507e-01, 1.8809e-02,\n", + " -2.6423e-02, -2.8081e-02, 4.0751e-03, 4.5792e-03, 3.1256e-02,\n", + " -1.0424e-01, 5.6728e-02, -2.9208e-02, -4.4881e-02, -3.4082e-02,\n", + " -2.7374e-02, -1.1136e-01, 5.5025e-02, -3.9791e-02, 9.8569e-02,\n", + " -1.0818e-01, 4.3804e-03, 2.5318e-02, -7.0870e-03, -4.4816e-02,\n", + " 1.4205e-03, -1.2396e-02, 2.7017e-02, 6.6355e-02, 5.7209e-03,\n", + " 3.9514e-02, -2.4055e-02, 3.3537e-03, -2.4472e-02, -2.7257e-03,\n", + " 2.3496e-02, 1.7078e-02, 1.6617e-02, -5.1890e-02, 2.4275e-02,\n", + " 2.6147e-02, 6.5363e-02, 1.4639e-02, -5.7274e-02, -2.3289e-02,\n", + " 8.2959e-03, -6.3718e-02, 1.4444e-03, 1.0641e-02, -5.2832e-02,\n", + " 8.6275e-02, 7.2927e-02, -5.3226e-02, -4.6989e-02, 1.8138e-02,\n", + " -1.2426e-02, -5.9029e-02, 3.3742e-02, -5.1371e-02, 2.6007e-02,\n", + " 8.6075e-03, -3.4071e-04, -8.7070e-03, 5.0729e-02, -3.3184e-04,\n", + " -3.8610e-02, 2.7764e-02, 1.2515e-01, -1.1560e-02, -6.7068e-02,\n", + " 8.9357e-02, 1.0336e-01, -2.9885e-02, 2.6235e-02, 4.9809e-02,\n", + " 2.7461e-02, -8.6142e-02, -1.3722e-03, 2.4127e-02, 8.3305e-03,\n", + " 9.1499e-02, 6.5131e-02, -4.2233e-02, -2.9726e-02, 1.6917e-02,\n", + " -8.9805e-02, 6.8473e-02, 4.1793e-02, 3.4187e-02, -4.0051e-02,\n", + " 1.2546e-01, 7.2068e-03, 2.1032e-02, 3.1962e-03, 3.8856e-02,\n", + " -1.3340e-02, -4.4194e-02, -4.8652e-02, 1.1504e-01, -1.7293e-02,\n", + " -6.1339e-02, 3.6552e-02, 2.3501e-02, 3.2087e-04, 1.3997e-02,\n", + " -1.5047e-02, 5.0570e-02, 4.9999e-02, -2.0021e-03, 6.4540e-02,\n", + " 1.5220e-01, 2.9233e-02, -4.0479e-02, 4.1562e-03, -2.4706e-02,\n", + " 2.6080e-02, 5.7119e-02, 1.0398e-03, -9.2004e-02, 2.6106e-02,\n", + " 2.2201e-02, 6.6573e-03, -1.3608e-02, 5.8952e-03, 5.2423e-02,\n", + " 3.1709e-02, -7.4394e-02, -6.0031e-02, 4.5167e-03, 2.1867e-02,\n", + " 3.0811e-02, -7.4838e-02, -1.1069e-01, -6.4606e-02, -4.6199e-02,\n", + " 5.9067e-02, -9.4977e-02, 4.2458e-02, 5.7177e-02, 1.0565e-02,\n", + " 3.7454e-02, 2.9436e-02, -2.3327e-01, -4.3752e-02, -6.1062e-02,\n", + " -4.1674e-02, -6.4800e-02, -2.8632e-02, 3.0709e-02, -2.5903e-02,\n", + " 5.2093e-02, 3.7295e-02, -2.0892e-03, -4.0927e-02, 1.5060e-01,\n", + " -2.3615e-02, 8.0754e-02, 3.7134e-02, -5.7048e-02, -2.4003e-02,\n", + " -1.5737e-02, 2.5291e-02, 4.1751e-02, -4.8147e-02, -3.3991e-02,\n", + " -7.1890e-03, -2.8066e-02, -4.6062e-02, 7.0861e-02, -1.0415e-03,\n", + " 5.2525e-02, 1.7168e-02, 1.1905e-02, 1.0177e-01, -8.7092e-02,\n", + " 3.5465e-02, -4.7863e-02, 3.6146e-03, -3.8489e-02, 1.1273e-01,\n", + " 5.4865e-02, 1.2135e-01, -8.8270e-03, -8.4473e-02, -6.1399e-02,\n", + " 3.2926e-02, -2.7184e-02, 5.0998e-02, -8.1975e-03, -9.4092e-02,\n", + " 8.5789e-03, -1.0326e-01, 9.1359e-03, -2.4183e-02, 7.9736e-02,\n", + " 2.0996e-02, 5.3791e-02, 5.8653e-02, 7.7050e-02, -4.1976e-02,\n", + " -3.2979e-02, 6.7566e-02, 2.9712e-03, 2.8921e-02, -5.7026e-02,\n", + " 1.2244e-02, -7.6267e-02, 5.9985e-02, -4.2804e-02, 3.0192e-03,\n", + " -7.1474e-04, -8.9221e-02, 3.2920e-02, 4.8409e-02, 5.4171e-02,\n", + " -8.9541e-02, 6.2568e-02, 4.8190e-02, 1.8391e-02, -3.4374e-02,\n", + " 1.0844e-01, 3.5124e-02, 3.5365e-03, 6.0571e-02, 2.1285e-02,\n", + " 1.1996e-02, -2.5700e-03, -1.9077e-01, 2.0137e-02, 5.4921e-02,\n", + " 2.7224e-02, 8.6452e-02, -2.3721e-02, -4.0188e-02, 4.5577e-02,\n", + " -1.2931e-02, -6.2245e-02, 4.1053e-02, -9.0775e-03, 6.2513e-02,\n", + " 5.9515e-02, 3.4904e-02, -2.0892e-02, 3.6492e-02, -5.7068e-02,\n", + " -1.4677e-02, 3.2444e-03, 4.5679e-02, 7.2195e-02, -4.1936e-02,\n", + " -3.7669e-02, -1.6020e-02, 4.8402e-02, 8.6718e-02, 7.1878e-02,\n", + " 3.8593e-02, -4.5701e-02, 9.7581e-02, -1.0119e-02, 1.8063e-02,\n", + " -2.9567e-03, 8.5258e-02, 9.4213e-03, 6.7018e-04, -1.0081e-01,\n", + " -3.3521e-02, -1.6486e-03, -5.2328e-02, -2.8294e-02, -5.7178e-02,\n", + " 2.5628e-02, 3.1275e-02, 1.1009e-02, 7.9985e-02, -8.5534e-02,\n", + " 5.3815e-02, 4.4212e-02, -7.9918e-02, 5.1616e-02, 9.2757e-02,\n", + " 1.9697e-02, -8.5501e-02, 9.4257e-02, -7.6939e-03, -4.9213e-02,\n", + " 3.7385e-02, 5.6585e-04, 1.8655e-02, -9.8862e-02, 4.8083e-02,\n", + " 7.7159e-03, 8.0064e-03, -2.0756e-02, -1.1131e-01, 3.7561e-02,\n", + " 4.1208e-02, 8.0762e-02, -8.1214e-02, 7.0733e-02, -3.3996e-02,\n", + " 2.3278e-02, 8.0566e-03, -5.4588e-02, 6.2855e-02, -1.7425e-01,\n", + " -1.7324e-02, 1.0559e-01, -4.5454e-02, 1.5117e-02, 7.3154e-02,\n", + " -1.7790e-02, -5.5280e-02, -2.6623e-02, -4.7448e-02, -4.0030e-02,\n", + " 5.2330e-02, 2.2777e-02, 1.7567e-02, 2.8400e-03, 4.7208e-02,\n", + " -7.7499e-02, -2.3416e-02, -1.5779e-02, 2.6985e-02, 4.5957e-02,\n", + " -5.3063e-03, 5.3769e-02, 3.4220e-02, -2.6538e-02, 4.7935e-02,\n", + " -6.5717e-02, 5.5028e-02, 2.9468e-02, 6.9892e-02, 5.2156e-02,\n", + " 1.0020e-01, -4.4873e-02, -7.6153e-02, -5.3390e-02, 1.2343e-03,\n", + " -5.5079e-02, 4.0047e-02, 4.9725e-02, 3.0384e-02, 6.1839e-02,\n", + " -6.8079e-02, 6.3306e-02, 2.1730e-02, -8.5233e-03, -5.7504e-02,\n", + " -2.0820e-02, -4.9665e-03, -1.8123e-02, -9.1573e-03, -3.2038e-02,\n", + " 1.5256e-02, -9.3580e-03, -2.9970e-02, 1.7385e-02, 6.2971e-02,\n", + " 4.6202e-02, 5.4733e-02, 5.6672e-02, 5.6462e-03, 2.8902e-02,\n", + " 7.8776e-02, 4.7366e-02, -5.2509e-02, 1.8269e-02, -3.4530e-02,\n", + " 1.5346e-02, 3.1328e-02, 6.3734e-03, -1.5857e-02, 1.1009e-02,\n", + " 1.3909e-02, -8.0187e-03, -9.2993e-02, 1.6472e-01, -2.2096e-03,\n", + " -3.6623e-02, -1.1915e-02, 1.3587e-02, -1.5781e-02, 1.5826e-02,\n", + " -5.7292e-02, -4.0520e-02, 6.3615e-02, -2.5389e-02, -1.2683e-02,\n", + " 1.2557e-01, -1.6156e-02, 3.1570e-03, 3.8065e-02, 2.0624e-02,\n", + " -8.6131e-02, -9.3223e-02, -6.4405e-02, -7.2829e-03, 4.6160e-02,\n", + " 2.4083e-02, -3.5145e-02, -7.7147e-02, 8.9645e-02, -7.2741e-02,\n", + " -8.9256e-02, 2.5976e-02, 6.8140e-02, 4.5148e-02, 1.9592e-02,\n", + " -5.0797e-02, 5.7542e-02, -2.0699e-02, -5.1769e-02, -3.6325e-02,\n", + " -9.5844e-02, -8.4481e-04, 1.4493e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8970, 0.8715, 0.8531, 0.8691, 0.9489, 0.9267, 0.8984, 0.8933, 0.8883,\n", + " 0.8677, 0.8263, 0.8614, 0.8637, 0.9061, 0.8787, 0.8674, 0.8052, 0.8844,\n", + " 0.9047, 0.9702, 0.8813, 0.8903, 0.9029, 0.8783, 0.8594, 0.9128, 0.8560,\n", + " 0.8883, 0.8354, 0.8712, 0.8992, 0.8560, 0.9149, 0.8976, 0.8836, 0.8841,\n", + " 0.8836, 0.8792, 0.8864, 0.9250, 0.8919, 0.9026, 0.8662, 0.8721, 0.8684,\n", + " 0.8780, 0.9980, 0.8710, 0.9154, 0.8691, 0.9277, 0.8868, 0.9704, 0.8326,\n", + " 0.8852, 0.8300, 0.8682, 0.8911, 0.8602, 0.8663, 0.8834, 0.8344, 0.8183,\n", + " 0.9349, 0.8850, 0.8832, 0.8781, 0.8855, 0.8800, 0.8915, 0.8772, 0.9046,\n", + " 0.9115, 0.8452, 0.9072, 0.8338, 0.8760, 0.8025, 0.8471, 0.8479, 0.8702,\n", + " 0.8887, 0.9015, 0.8770, 0.8152, 0.8274, 0.8686, 0.8856, 0.8734, 0.8827,\n", + " 0.8624, 0.8667, 1.0798, 0.8574, 0.8574, 0.8536, 0.8143, 0.8664, 0.8699,\n", + " 0.8848, 0.9044, 0.8958, 0.8867, 0.8403, 0.8388, 0.7280, 0.8776, 0.8650,\n", + " 0.8917, 0.8439, 0.8790, 0.8855, 0.9293, 0.8918, 0.8825, 0.8737, 0.8733,\n", + " 0.8809, 0.8871, 0.8516, 0.9031, 0.9010, 0.8558, 0.8578, 0.8008, 0.8265,\n", + " 0.8581, 0.7883, 0.8722, 0.8663, 0.8950, 0.8674, 0.7346, 0.8841, 0.8589,\n", + " 0.8844, 0.8954, 0.8326, 0.8781, 0.8415, 0.8895, 0.8870, 0.8940, 0.9083,\n", + " 0.8438, 1.0917, 0.8724, 0.8556, 0.8646, 0.8731, 0.8633, 0.8533, 0.8224,\n", + " 0.8903, 0.8817, 0.8705, 0.9086, 0.8869, 0.9040, 0.7555, 0.8650, 0.8815,\n", + " 0.8697, 0.8946, 0.8637, 0.8925, 0.8932, 0.8681, 0.8810, 0.8722, 0.8853,\n", + " 0.8746, 0.8744, 0.9230, 0.9150, 1.0604, 0.8506, 0.8567, 0.8501, 0.8644,\n", + " 0.8699, 0.8800, 0.8713, 0.9208, 0.9096, 0.8693, 0.9408, 0.9105, 0.8870,\n", + " 0.8740, 0.9103, 0.9760, 0.9725, 0.8807, 0.8689, 0.8843, 0.9001, 0.8747,\n", + " 0.8677, 0.8548, 0.8812, 0.9189, 0.7870, 0.8951, 0.8897, 0.8922, 0.8975,\n", + " 0.8512, 0.8854, 0.8676, 0.8472, 0.8743, 0.8752, 0.8547, 0.8618, 0.7412,\n", + " 0.7049, 0.9082, 0.8370, 0.8679, 0.8771, 0.9037, 0.8964, 0.8493, 0.8726,\n", + " 0.7549, 0.8460, 0.7868, 0.8851, 0.8790, 0.8757, 0.9026, 0.8796, 0.8899,\n", + " 0.8756, 0.8594, 0.8724, 0.8373, 0.8850, 0.8376, 0.8972, 0.8916, 0.8598,\n", + " 0.8466, 0.8399, 0.7069, 0.8732, 0.8460, 0.8319, 0.8357, 0.8553, 0.9937,\n", + " 0.8600, 0.8696, 0.8802, 0.8661, 0.8677, 0.8712, 0.8471, 0.8556, 0.9003,\n", + " 0.8798, 0.9051, 0.8862, 0.8980, 0.8788, 0.8521, 0.8742, 0.8743, 0.8927,\n", + " 0.8652, 0.8636, 0.8504, 0.8751, 0.9021, 0.8731, 0.8291, 0.8673, 0.8596,\n", + " 0.8745, 0.8466, 0.9025, 0.8853, 0.7419, 0.8903, 0.8470, 0.8711, 0.9098,\n", + " 0.8989, 0.8839, 0.8487, 0.7519, 0.8908, 0.8716, 0.8976, 0.8090, 0.7788,\n", + " 0.9569, 0.8780, 0.9095, 0.9258, 0.8892, 0.8728, 0.8738, 0.9931, 0.9117,\n", + " 0.8326, 0.8883, 3.0383, 0.8955, 0.8431, 0.6579, 0.8460, 0.8749, 0.8827,\n", + " 0.8743, 0.8851, 0.8903, 0.8727, 0.8160, 0.8880, 0.8582, 0.8496, 0.8668,\n", + " 0.8800, 0.8741, 0.8716, 0.8636, 0.8862, 0.8570, 0.8453, 0.7637, 0.8765,\n", + " 0.9092, 0.9154, 0.8479, 0.8727, 0.8910, 0.8802, 0.8944, 0.8330, 0.9207,\n", + " 0.8388, 0.8743, 0.8705, 0.7527, 0.8793, 0.8850, 0.8554, 0.8971, 0.8970,\n", + " 0.9150, 0.8914, 0.7071, 0.8978, 0.8769, 0.8769, 0.8398, 0.8615, 0.8593,\n", + " 0.9049, 0.8634, 0.8588, 0.8543, 0.8863, 0.8961, 0.8441, 0.8862, 0.8822,\n", + " 0.8743, 0.8889, 0.8737, 0.9018, 0.8499, 0.8936, 0.8817, 0.8753, 0.8688,\n", + " 0.8786, 0.9033, 0.8709, 1.0359, 0.8741, 0.9296, 0.8707, 0.8652, 0.9132,\n", + " 0.9030, 0.8820, 0.9276, 0.8201, 0.8538, 0.8951, 0.8453, 0.9019, 0.8856,\n", + " 0.8835, 0.8494, 0.8535, 0.8944, 0.8570, 0.8299, 0.8463, 0.8819, 0.8302,\n", + " 0.8678, 0.8964, 0.8650, 0.8805, 0.8848, 0.8606, 0.8522, 0.8752, 0.8679,\n", + " 0.8756, 0.8565, 0.8585, 0.8828, 0.8826, 0.7203, 0.8612, 0.8389, 0.8992,\n", + " 0.8400, 0.8621, 0.8670, 0.8661, 0.8870, 0.8783, 0.8287, 0.8670, 0.8497,\n", + " 0.8781, 0.8675, 0.8957, 0.9021, 0.8669, 0.8564, 0.8880, 0.9112, 0.8925,\n", + " 0.8916, 0.8483, 0.7495, 0.8967, 0.8582, 0.9454, 0.8668, 0.8769, 0.8362,\n", + " 0.8806, 0.8889, 0.9496, 0.8819, 0.9039, 0.8805, 0.8657, 0.8811, 0.8257,\n", + " 0.8968, 0.8804, 0.7095, 0.8947, 0.9067, 0.8785, 0.9086, 0.8621, 0.8231,\n", + " 0.8428, 0.8365, 0.9436, 0.8376, 0.8986, 0.8789, 0.8325, 0.8593, 0.8737,\n", + " 0.8727, 0.8755, 0.8641, 0.8786, 0.9110, 0.7589, 0.8682, 0.8548, 0.8932,\n", + " 0.8434, 0.8995, 0.8655, 0.8770, 0.8926, 0.8747, 0.9220, 0.8834, 0.9099,\n", + " 0.8808, 0.8229, 0.8844, 0.8720, 0.8257, 0.8417, 0.8930, 0.8400, 0.8874,\n", + " 0.8408, 0.9101, 0.8831, 0.8718, 0.8825, 0.8943, 0.8169, 0.8273, 0.9048,\n", + " 0.8722, 0.8852, 0.8846, 0.8854, 0.7490, 0.9094, 0.8573, 0.8881, 0.8623,\n", + " 0.9092, 0.8659, 0.9031, 0.8662, 0.8588, 0.8770, 0.8766, 0.6566, 0.8561,\n", + " 0.8803, 0.8798, 0.8539, 0.9044, 0.8693, 0.9020, 0.8640, 0.8431, 0.9360,\n", + " 0.8497, 0.7791, 0.8855, 0.8697, 0.8750, 0.8769, 0.8846, 0.8830, 0.8790,\n", + " 0.8685, 0.8878, 0.8708, 0.8790, 0.9061, 0.8992, 0.8510, 0.8605, 0.8761,\n", + " 0.8895, 0.8947, 0.8645, 0.8753, 0.8856, 0.8985, 0.8651, 0.8690, 0.8614,\n", + " 0.8931, 0.8423, 0.8759, 0.8807, 0.8827, 0.8694, 0.8215, 0.9007, 0.8775,\n", + " 0.8741, 0.7361, 0.8882, 0.8782, 0.8545, 0.8704, 0.8952, 0.8668, 0.8672,\n", + " 0.8667, 0.9665, 0.9072, 0.8762, 0.8644, 0.8921, 0.8450, 0.8907, 0.8804,\n", + " 0.8739, 0.8608, 0.8899, 0.8759, 0.8757, 0.8805, 0.8779, 0.8972, 0.8945,\n", + " 0.8619, 0.8765, 0.8890, 0.9112, 0.8811, 0.8865, 0.8809, 0.8834, 0.8573,\n", + " 0.8790, 0.8587, 0.6600, 0.8658, 0.8462, 0.8842, 0.8908, 0.8820, 0.8576,\n", + " 0.8618, 0.8738, 0.8774, 0.8892, 0.8675, 0.9095, 0.8516, 0.8734, 0.8959,\n", + " 0.8197, 0.8367, 0.8976, 0.8817, 0.9009, 0.8700, 0.8846, 0.8726, 0.8486,\n", + " 0.9044, 0.8818, 0.8559, 0.8726, 0.8339, 0.8766, 0.8422, 0.8851, 0.8682,\n", + " 0.8279, 0.8971, 0.8927, 0.8435, 0.8766, 0.8792, 0.8303, 0.8394, 0.8484,\n", + " 0.8802, 0.8847, 0.8288, 0.8859, 0.8986, 0.8915, 0.9146, 0.8777, 0.8582,\n", + " 0.8972, 0.8678, 0.8685, 0.8881, 0.7163, 0.8882, 0.8548, 0.8665, 0.8853,\n", + " 0.8779, 0.9138, 0.9125, 0.8994, 0.8849, 0.8916, 0.9030, 0.8858, 0.8693,\n", + " 0.8935, 0.9037, 0.8489, 0.8992, 0.9089, 0.8992, 0.8993, 0.8799, 0.8711,\n", + " 0.8864, 0.8963, 0.9132, 0.8829, 0.8416, 0.8520, 0.7368, 0.9049, 0.9152,\n", + " 0.9001, 0.8779, 0.9102, 0.8462, 0.8698, 0.8841, 0.8854, 0.8867, 0.8229,\n", + " 0.8988, 0.8276, 0.8651, 0.8802, 0.9173, 0.8561, 0.8637, 0.8870, 0.8718,\n", + " 0.8797, 0.8875, 0.8833, 0.8404, 0.8861, 0.8885, 0.8804, 0.8488, 0.8835,\n", + " 0.8829, 0.9060, 0.9203, 0.8629, 0.9053, 0.9156, 0.8822, 0.8900, 0.8860,\n", + " 0.9076, 0.8396, 0.8681, 0.8855, 0.9169, 0.8775, 0.8476, 0.8902, 0.8488,\n", + " 0.8590, 0.8831, 0.8787, 0.8912, 0.9026, 0.8696, 0.9109, 0.8676, 0.8377,\n", + " 0.9469, 0.8678, 0.8483, 0.8307, 0.8614, 0.8810, 0.8502, 0.8771, 0.8735,\n", + " 0.8648, 0.8613, 0.8930], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 8.5837e-02, 1.4200e-01, -8.5664e-02, -1.8797e-01, 2.1057e-01,\n", + " -2.4416e-01, 2.7290e-01, 1.6495e-01, 3.2365e-02, 1.0971e-01,\n", + " -2.0775e-02, 2.4005e-01, -1.8267e-01, 3.0327e-01, -5.4403e-03,\n", + " -1.4303e-02, -1.1269e-01, -2.9029e-01, -5.4553e-02, 5.1764e-01,\n", + " 2.0928e-01, -3.6854e-01, 2.0008e-01, 1.0004e-01, -1.7577e-01,\n", + " 2.2374e-01, 1.1766e-01, -1.7958e-01, -1.9987e-01, 9.8001e-02,\n", + " -3.8966e-02, 3.9075e-02, 2.0839e-01, -1.9816e-01, 1.2072e-01,\n", + " -7.4523e-02, -1.4145e-01, 6.9318e-02, 1.2679e-01, -3.1750e-01,\n", + " 2.4117e-02, -1.8195e-01, -1.6364e-02, 1.1730e-01, -1.0515e-01,\n", + " -1.9714e-01, -6.0606e-02, -7.0980e-02, 9.4621e-02, -1.6172e-02,\n", + " -4.1445e-01, 8.4047e-02, 4.2278e-01, -4.3997e-01, 1.0947e-01,\n", + " -3.1991e-01, -7.4993e-02, -3.2303e-01, 4.3473e-02, -2.5488e-01,\n", + " -9.3522e-02, -1.4271e-02, -4.9369e-01, -4.2574e-01, -7.1936e-02,\n", + " 6.1253e-02, -5.8429e-02, -4.6612e-02, 2.2238e-02, -9.4320e-02,\n", + " -6.3199e-02, 3.6283e-02, -3.6720e-01, -3.0245e-01, 2.2521e-01,\n", + " 1.2977e-01, 3.2817e-02, 2.3162e-01, 4.3562e-02, 2.6053e-02,\n", + " 1.0522e-02, 4.9938e-02, 5.2837e-02, 8.1291e-02, 6.1032e-02,\n", + " 1.4802e-02, -1.8582e-01, 1.3861e-01, 3.3469e-02, 8.8703e-02,\n", + " -3.1411e-02, -8.8899e-02, 5.4395e-01, -1.4193e-01, 8.8956e-02,\n", + " -4.8855e-02, 2.6914e-01, -1.9660e-01, 2.1199e-02, -3.1289e-02,\n", + " -3.5979e-02, 1.5278e-01, -4.0404e-02, -7.4327e-02, 1.2858e-01,\n", + " 4.0334e-02, -2.9333e-01, 3.4560e-02, 1.1060e-01, 1.5179e-03,\n", + " 1.2504e-02, 1.8766e-02, -4.7775e-01, -2.5696e-01, -5.2442e-02,\n", + " -2.0316e-02, 9.2689e-02, 1.2319e-01, 2.3511e-02, 1.0320e-01,\n", + " -2.2639e-01, -1.2759e+00, -1.5359e-01, 1.0497e-01, 7.1435e-02,\n", + " -8.2181e-02, -1.1539e-01, 7.8514e-02, 1.2399e-01, 3.0569e-03,\n", + " -1.9764e-02, 1.8016e-01, -7.9376e-02, 4.6436e-02, -5.3625e-02,\n", + " -1.6864e-01, -2.2689e-01, -1.7785e-01, -2.5519e-01, -4.1561e-01,\n", + " -5.1113e-02, -4.5124e-03, 1.4976e-02, 1.8270e-02, 6.0275e-03,\n", + " -9.6517e-01, -7.0321e-02, -1.1285e-01, 7.5535e-02, 8.7690e-02,\n", + " 1.1125e-01, 8.0380e-02, -1.2796e-01, 8.2928e-02, 4.7012e-02,\n", + " 7.2278e-02, 2.7569e-01, 2.6086e-01, 1.8015e-01, 4.6072e-02,\n", + " -1.0445e-02, 3.1879e-03, -5.1754e-02, 6.5119e-02, 1.4766e-02,\n", + " 6.7017e-02, 1.3209e-03, -3.0013e-01, -9.7466e-01, 8.9708e-03,\n", + " -7.5214e-02, 9.7904e-02, 4.2524e-02, 3.5628e-01, 1.6467e-01,\n", + " 4.6966e-01, -3.6066e-02, 5.2178e-02, 3.6662e-02, 1.4243e-02,\n", + " -5.2950e-02, -5.3561e-02, 7.4746e-02, 2.3693e-01, 1.2329e-01,\n", + " 9.0140e-02, 2.9616e-01, 2.3798e-01, 1.0830e-01, -8.2987e-02,\n", + " -1.9990e-01, -2.6593e-01, 3.6729e-01, -7.5275e-02, -8.3015e-02,\n", + " 5.6904e-02, -7.4600e-02, 7.8693e-02, -2.8709e-02, -2.1914e-02,\n", + " -1.2160e-01, 2.1840e-01, 7.4711e-02, 2.7897e-01, 2.3845e-02,\n", + " 7.2931e-02, 1.8909e-01, -5.3926e-02, 5.9777e-03, -2.7527e-02,\n", + " 1.0153e-01, -1.1936e-01, 1.9166e-01, 7.1722e-02, -5.1855e-02,\n", + " -1.2120e-01, -4.0607e-01, -5.1932e-02, 1.6313e-01, 2.5084e-02,\n", + " -6.7911e-02, 2.6443e-01, 1.9162e-01, -1.9408e-01, 1.0773e-01,\n", + " 1.5768e-02, -2.0234e-02, -9.5764e-03, -3.8908e-02, -1.1116e-02,\n", + " 1.7622e-01, -4.0152e-02, 2.2360e-01, -4.6216e-02, 5.9286e-02,\n", + " 1.3976e-01, 4.2180e-02, 2.6758e-02, -4.7266e-02, -5.4953e-02,\n", + " -1.7332e-01, 4.7147e-02, 4.2273e-02, 7.3690e-02, 8.7856e-02,\n", + " -1.6135e-01, -2.0652e-01, -2.0493e-02, -2.9228e-02, -3.5709e-01,\n", + " 1.2682e-01, 2.7217e-01, -6.2599e-02, -8.6119e-02, -6.3243e-02,\n", + " -1.5008e-01, -1.6937e-01, -2.0133e-01, -1.2466e-03, 5.3692e-03,\n", + " 1.6784e-01, -8.3860e-02, 2.1513e-01, 8.9194e-02, 2.9874e-01,\n", + " 1.2635e-01, -3.6667e-02, 6.4175e-02, 1.0769e-01, 1.3463e-02,\n", + " 1.0019e-01, 9.3421e-03, -3.8965e-02, -1.0163e-01, -2.0176e-01,\n", + " -3.5802e-02, -3.6974e-02, -2.0047e-01, -1.2517e-01, -5.9417e-02,\n", + " 6.5727e-02, 1.0573e-01, -1.0305e-02, -1.2041e-01, -1.3971e-01,\n", + " -8.1471e-02, 1.0920e-01, 2.2179e-01, 2.4759e-01, 3.9482e-02,\n", + " 5.2953e-02, 1.4425e-02, -1.4783e-01, -1.7511e-02, 1.3223e-01,\n", + " -1.1093e-02, -3.2532e-01, 4.4576e-01, -6.7037e-02, -1.2040e-01,\n", + " 7.4323e-02, -1.9547e-01, -5.8757e-02, 1.2348e-01, 2.6547e-01,\n", + " 2.1292e-01, -1.3931e-01, -1.5638e-01, -2.4629e+00, -1.2759e-01,\n", + " 1.2892e-02, 2.4209e-01, -7.5945e-02, -1.1335e-01, 1.8653e-02,\n", + " -4.0490e-02, 7.8240e-02, 5.0317e-02, -6.1830e-02, 2.7452e-01,\n", + " -5.3724e-02, -6.3063e-02, 3.9417e-03, -7.3492e-02, 2.0477e-02,\n", + " 1.3990e-01, 2.9270e-02, -1.8136e-02, -6.5834e-02, 3.6823e-02,\n", + " -2.2458e-01, -3.9937e-01, -8.8788e-02, 1.8374e-01, -5.4395e-02,\n", + " -4.3962e-02, -6.8120e-03, -3.0401e-02, 1.0252e-01, 2.8407e-01,\n", + " -1.1808e-01, 1.8507e-01, -7.1884e-02, 6.2409e-02, -2.6125e-01,\n", + " 3.2840e-01, 4.9374e-02, -2.1945e-01, -6.6897e-02, -3.8845e-01,\n", + " -8.4390e-02, 2.7234e-01, -6.6010e-02, -7.7096e-02, -5.8041e-02,\n", + " -2.0223e-01, -1.2828e-01, -7.9008e-02, -1.5027e-01, -1.3035e-02,\n", + " 1.4925e-01, -9.5348e-02, -9.9232e-02, 5.0893e-02, -7.3293e-02,\n", + " -8.9028e-02, -7.7623e-02, -1.7390e-02, 1.8698e-03, 5.4975e-02,\n", + " -2.3773e-01, 4.7328e-02, 1.0715e-01, 8.9251e-02, -2.6932e-01,\n", + " -2.0014e-02, -1.0062e-02, -8.6682e-02, -4.0788e-02, -1.3710e-02,\n", + " -5.7753e-02, -3.9650e-01, 1.5819e-01, -3.1740e-01, 2.7811e-02,\n", + " -3.9947e-02, -2.6995e-01, 1.3130e-01, 1.8187e-02, -1.4568e-01,\n", + " -1.3657e-01, -6.2021e-02, 2.0700e-01, -2.8883e-02, 8.0085e-02,\n", + " 5.6116e-02, -1.1029e-01, -1.3365e-01, 1.6706e-02, 2.6342e-02,\n", + " 1.5214e-02, 1.5118e-02, -7.6433e-02, -1.7251e-01, 9.2939e-02,\n", + " -2.0556e-01, 1.2255e-01, -2.6475e-02, 2.0642e-02, -5.4825e-02,\n", + " -2.3549e-01, -9.6248e-02, 8.8796e-02, 1.3571e-01, -5.1882e-02,\n", + " -1.1737e-01, 5.9750e-02, 1.2839e-01, 5.5852e-02, 2.9574e-02,\n", + " -9.7698e-02, -2.4356e-01, 1.6191e-01, -6.4947e-02, -1.0726e-01,\n", + " 2.6032e-02, 8.9355e-03, -2.0000e-02, -8.4955e-02, -1.4515e-04,\n", + " 1.3922e-01, 8.5789e-03, -7.3263e-02, -6.0833e-02, 6.2368e-02,\n", + " 2.0408e-01, -2.1904e-01, -7.8874e-02, -1.2200e-01, -2.4105e-01,\n", + " 1.2296e-01, -2.0439e-02, -9.1131e-02, -4.3783e-01, 5.1286e-02,\n", + " 7.4276e-02, -2.4120e-01, 1.6334e-02, 4.7109e-02, -1.6143e-01,\n", + " -1.3797e-01, 8.6905e-02, 2.4781e-01, -2.2786e-01, 1.2199e-01,\n", + " 1.8875e-02, -1.9502e-03, 6.8838e-02, -9.5184e-02, -1.3612e-01,\n", + " 1.3390e-01, -6.2416e-02, 1.3856e-02, 2.5924e-01, 1.5965e-01,\n", + " -2.6366e-01, -3.0607e-01, 1.0746e-01, 2.4046e-02, 8.5776e-02,\n", + " 5.1739e-02, -6.6908e-02, -6.9206e-02, -2.0922e-02, 3.8374e-03,\n", + " 5.9248e-02, -1.9416e-01, -3.8006e-02, -1.5806e-01, -1.1823e-01,\n", + " -9.7198e-02, 1.1794e-01, 1.8018e-03, -5.3643e-02, 1.3244e-02,\n", + " 1.0492e-01, 1.9306e-02, 2.8919e-01, -2.6281e-01, -4.7742e-02,\n", + " 2.0474e-02, -1.3288e-01, 1.4810e-01, -8.4401e-02, -2.7600e-01,\n", + " -2.3292e-01, -7.0531e-01, -1.2917e-02, -7.5083e-02, 2.8812e-02,\n", + " -6.4849e-02, 6.9450e-02, 3.1924e-02, 5.8179e-02, 1.5103e-01,\n", + " -1.4970e-01, 9.6338e-02, -7.9897e-02, -2.4238e-01, 8.4571e-02,\n", + " 4.6926e-02, -1.1364e-01, 2.2739e-01, 7.4617e-02, -2.4072e-01,\n", + " 1.9932e-01, -2.0840e-01, -1.0476e-01, -2.7133e-01, -3.1582e-02,\n", + " -2.7995e-03, 1.0618e-01, 6.9327e-02, -9.4563e-02, -2.5350e-01,\n", + " -1.1224e-01, 3.9563e-02, 1.4343e-02, 1.0703e-02, -7.9517e-02,\n", + " -7.7046e-02, 1.8960e-04, 1.1763e-01, -1.5931e-01, -2.5760e-02,\n", + " -1.8895e-01, -1.6665e-01, 1.1495e-01, 9.3534e-02, -3.2218e-01,\n", + " 1.5994e-01, -8.0288e-01, -1.7235e-01, 1.9614e-01, 2.6550e-02,\n", + " -6.7360e-01, -2.2312e-01, -2.4769e-01, 2.3946e-01, 1.5088e-01,\n", + " -4.2992e-02, -1.4882e-01, 4.0992e-02, 1.2863e-01, 1.0113e-01,\n", + " -3.9589e-02, -4.1158e-02, 2.4886e-01, 1.3087e-01, -1.3462e-01,\n", + " -1.0839e-01, -3.0102e-01, -1.8166e-01, -7.0880e-02, -3.1970e-02,\n", + " -3.4201e-02, 7.5160e-04, -7.3670e-02, -4.2427e-02, -5.8652e-02,\n", + " 2.3111e-01, 7.8396e-02, -2.7461e-02, -9.0169e-02, -3.7658e-02,\n", + " -2.5310e-02, -1.7875e-02, -2.6136e-01, 2.4332e-02, -7.5451e-03,\n", + " -1.2623e-01, -1.7213e-01, 2.2759e-01, -6.5000e-02, 2.7191e-02,\n", + " 1.8052e-02, 4.1366e-01, 5.0379e-02, -4.5965e-02, -6.5131e-02,\n", + " 7.9861e-02, -3.3580e-02, 2.6935e-02, -6.4742e-02, 8.9402e-02,\n", + " -4.2739e-02, 8.9612e-02, -4.6635e-02, 1.2795e-01, -2.4737e-02,\n", + " 1.3799e-01, 1.4913e-01, -1.5174e-01, 4.9751e-02, -1.5048e-03,\n", + " 2.9210e-01, 3.2564e-02, 3.1519e-01, 2.4737e-02, -5.9259e-02,\n", + " -3.3368e-02, 5.9252e-02, -4.9013e-02, -4.9689e-02, -1.2974e-01,\n", + " 1.6995e-02, 6.2272e-02, -7.2129e-02, 1.1067e-01, 1.7617e-01,\n", + " 1.3362e-01, -1.1290e-01, -2.6263e-02, 5.8156e-03, -7.3941e-02,\n", + " 8.7596e-02, 2.8825e-01, -2.1539e-01, -3.9005e-02, 7.2810e-02,\n", + " 4.4566e-02, 6.8019e-02, -2.0573e-01, 1.6230e-01, 8.7474e-02,\n", + " -7.4973e-02, 4.3945e-02, 1.0579e-01, -6.0179e-02, 3.4313e-01,\n", + " -2.1877e-01, 4.3219e-02, 1.3212e-01, -1.1729e-01, -5.7323e-02,\n", + " 5.7660e-02, 2.0610e-01, -1.0786e-01, -3.9089e-02, 1.5406e-01,\n", + " 2.6961e-02, 4.3425e-02, -5.1698e-02, 9.1930e-02, -8.1683e-01,\n", + " -7.3213e-02, -2.1459e-01, -1.0263e-01, -1.3105e-02, 8.6215e-02,\n", + " 1.1604e-01, -1.4322e-01, 9.3040e-02, -6.3341e-02, -2.1220e-03,\n", + " -1.0719e-01, -4.3711e-02, -1.7138e-01, 1.4525e-02, 1.8926e-02,\n", + " -2.4502e-01, 1.3946e-01, -1.1428e-02, -1.3872e-01, 1.7052e-02,\n", + " -1.0297e-01, 4.6580e-01, 1.9646e-01, 1.4460e-01, -1.0840e-01,\n", + " -3.1653e-03, -3.9201e-02, 2.8856e-01, -8.0229e-02, -1.1469e-02,\n", + " -1.2297e-01, 1.0523e-01, -1.8942e-01, -1.3458e-01, 6.0276e-02,\n", + " 1.3952e-01, 1.2275e-01, 5.8178e-02, 1.1007e-01, -1.0605e-01,\n", + " 3.0518e-01, -1.8426e-01, -9.7014e-02, -5.8405e-02, -1.8248e-01,\n", + " 1.1566e-01, -1.0691e-01, -3.0140e-01, 1.6488e-01, -8.2017e-02,\n", + " 7.4420e-03, 1.9995e-01, 2.2853e-02, 1.2944e-01, 2.2457e-02,\n", + " -2.5948e-02, 2.4372e-01, -1.1012e-01, 7.1336e-02, -2.0806e-01,\n", + " 1.8529e-01, -1.0258e-01, 5.1174e-02, 2.1166e-02, -7.3214e-02,\n", + " -1.6878e-01, -1.2947e-01, 2.8269e-02, 1.8373e-02, 1.7840e-01,\n", + " 1.1727e-02, -5.0973e-02, -5.2247e-02, -1.7691e-01, 9.7303e-02,\n", + " -1.0208e-01, 1.9775e-01, 4.2992e-02, 1.1434e-01, 2.2850e-01,\n", + " 1.2486e-02, 1.0060e-01, -7.9221e-03, -2.1274e-01, 1.2765e-02,\n", + " 3.5673e-02, -2.1904e-02, 1.7778e-01, -3.4326e-02, 9.2271e-02,\n", + " 1.4573e-01, -9.1294e-02, -7.1086e-02, 5.3185e-02, -3.3967e-02,\n", + " 1.0409e-01, -2.6777e-01, -1.9378e-01, 3.0135e-01, -1.1028e-01,\n", + " 6.1252e-02, -4.5051e-01, 1.1792e-01, 5.3902e-02, 1.8740e-02,\n", + " 1.1801e-02, 1.5212e-01, -3.0846e-02, -1.9900e-01, -6.8238e-02,\n", + " 2.4995e-02, 1.0393e-02, 8.0497e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1520, -0.1045, -0.0844, ..., -0.0985, -0.0865, -0.1239],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.5147e-02, 9.8690e-02, -2.7811e-02, 3.7495e-02, 1.0865e-02,\n", + " 2.0664e-02, -6.0985e-02, 1.0830e-01, -2.2625e-02, 1.0681e-01,\n", + " 4.2455e-02, -1.2141e-03, 2.1135e-02, -2.7461e-02, -6.1506e-02,\n", + " 1.5592e-02, 1.4410e-01, -5.4875e-02, -1.9507e-02, -9.3003e-03,\n", + " 2.8029e-03, -5.4310e-02, -4.3565e-02, -5.9388e-02, -5.7008e-02,\n", + " 4.8928e-02, -8.3572e-02, 6.5716e-02, -8.6489e-02, -3.8836e-02,\n", + " -6.4295e-03, -1.4237e-02, -1.4229e-02, 2.1929e-02, -6.0592e-02,\n", + " 3.4592e-02, 1.5119e-02, -2.0976e-02, 2.0305e-02, -4.7995e-02,\n", + " -3.1722e-02, -6.5201e-04, -1.7062e-02, 1.8007e-02, -2.1631e-02,\n", + " -2.9115e-02, 3.5388e-02, 1.2118e-01, 9.8816e-03, -4.1745e-02,\n", + " -5.7558e-02, -4.7632e-02, 5.3555e-02, 2.1271e-02, 6.8383e-03,\n", + " 1.8357e-02, -5.2146e-03, -7.0953e-02, 2.6675e-02, 7.7883e-03,\n", + " 1.8818e-02, 5.5551e-02, -1.0117e-01, -4.1075e-02, 6.8018e-04,\n", + " 9.6989e-02, -1.1980e-01, -3.4725e-02, -5.1831e-03, 6.7932e-02,\n", + " -8.3669e-02, 5.1479e-02, -3.0973e-02, -2.8927e-02, 4.7633e-02,\n", + " -4.1557e-02, 6.5288e-02, 7.4529e-02, -4.4608e-02, 1.1400e-01,\n", + " 3.9794e-02, -2.3161e-02, 5.8959e-02, 2.4196e-02, 1.5235e-02,\n", + " -1.0718e-01, -7.2473e-02, 1.5373e-02, 7.5367e-03, 5.1601e-02,\n", + " -4.2295e-02, -8.2561e-02, -3.0799e-02, -5.1881e-02, 9.0202e-02,\n", + " -6.7456e-02, 2.3595e-01, 4.7756e-02, 5.4253e-02, -4.7910e-02,\n", + " 1.5289e-02, 7.0312e-02, -2.1237e-02, 2.8480e-02, 1.2139e-01,\n", + " 1.3898e-01, 1.5028e-02, 1.9977e-02, -3.2621e-02, -1.1958e-01,\n", + " -5.9199e-03, -3.8468e-02, -7.5435e-04, 3.3819e-02, -6.4907e-02,\n", + " 1.2111e-02, 1.0347e-02, 2.2832e-02, -2.8899e-02, -1.5539e-02,\n", + " -3.5260e-02, 1.9693e-01, -8.2346e-02, -1.7144e-02, 6.5284e-02,\n", + " -8.8436e-02, -2.4163e-02, -5.6741e-05, -1.6018e-02, 5.9056e-02,\n", + " -3.7241e-02, -8.1286e-02, 1.5091e-01, -3.4383e-02, 3.2126e-02,\n", + " 2.9163e-03, 1.6790e-02, -3.3508e-03, 3.3806e-02, 1.4642e-01,\n", + " 4.8587e-02, 3.7187e-02, 8.2167e-02, 3.3817e-02, -2.7545e-02,\n", + " -7.0888e-02, 9.4873e-02, 5.3925e-02, -8.4325e-02, 9.0692e-02,\n", + " -3.3404e-02, 4.0554e-02, -8.8271e-02, 5.1521e-02, -3.6838e-02,\n", + " -9.4290e-02, 4.6054e-02, -5.9426e-02, 2.9546e-02, -1.7048e-02,\n", + " 6.4844e-02, -4.3274e-02, -1.2904e-02, 7.0496e-02, 2.1265e-02,\n", + " 9.4858e-02, 4.3999e-02, -6.7119e-02, 1.4299e-01, 4.8349e-02,\n", + " 6.8913e-02, 8.7081e-02, -2.2958e-02, 1.0551e-02, 4.0072e-02,\n", + " -1.4964e-02, 1.8303e-02, -5.3604e-02, -6.6110e-02, -3.5867e-02,\n", + " 3.5729e-02, -8.4232e-03, -5.2117e-02, -1.8419e-02, -7.1358e-03,\n", + " 3.9683e-02, -5.4369e-02, 7.5218e-02, 2.5163e-03, -2.5681e-02,\n", + " -4.3987e-02, 5.6275e-03, -1.1959e-02, -3.4432e-02, 3.9230e-02,\n", + " 3.5519e-02, 2.3377e-03, 8.8199e-02, -2.0867e-02, -3.3751e-02,\n", + " -6.2849e-03, 3.3701e-02, -1.3026e-02, -2.2537e-02, 5.3174e-02,\n", + " -1.6652e-02, 2.8606e-02, -7.8563e-02, 9.4154e-03, 9.4129e-02,\n", + " 7.9171e-02, -1.3691e-02, -7.3754e-04, -1.7955e-02, 6.4761e-02,\n", + " 5.6261e-02, -1.1374e-01, 2.7207e-02, 3.7104e-02, -6.6450e-02,\n", + " 4.0136e-02, 2.4091e-03, -3.4675e-02, -7.0080e-03, 1.3232e-01,\n", + " 9.2005e-03, 4.0026e-02, 9.4278e-02, -1.3739e-02, -3.6347e-02,\n", + " 2.3211e-03, -1.1591e-02, 5.5970e-02, 4.7924e-02, -2.1392e-02,\n", + " 3.2199e-03, -1.3461e-02, 8.1267e-02, -1.1773e-01, 4.1035e-02,\n", + " 3.6927e-02, -7.1679e-02, -4.4939e-02, -7.9081e-02, -6.6731e-02,\n", + " -1.6357e-01, -1.1021e-01, -5.0804e-03, 8.5834e-03, -6.9250e-02,\n", + " 3.1904e-02, 3.9067e-02, -7.6089e-02, 8.3812e-02, 2.9952e-02,\n", + " -5.3052e-02, -1.1078e-01, 5.6290e-02, -3.8559e-03, 6.1433e-02,\n", + " -2.3049e-03, -5.4205e-02, 9.9625e-02, 7.1504e-02, 3.6927e-02,\n", + " -6.3635e-03, 1.6120e-02, 1.3956e-02, 1.0301e-01, 4.5212e-02,\n", + " 5.8588e-02, -5.8371e-02, -2.4430e-02, 1.1803e-01, 2.2917e-02,\n", + " -2.3167e-02, -1.2758e-01, 5.8396e-02, 5.4007e-02, 4.3561e-02,\n", + " 1.0081e-02, -2.6118e-02, 2.7264e-03, -2.1312e-01, -1.0994e-03,\n", + " 1.6239e-02, -1.2344e-02, 3.2499e-02, 4.6699e-03, 8.3077e-02,\n", + " -4.4066e-02, 8.1751e-02, -3.1798e-02, -3.0498e-02, 5.8318e-02,\n", + " -5.1220e-02, 2.3323e-02, 2.8082e-02, 4.5563e-02, -3.1732e-03,\n", + " -4.6268e-03, 4.6829e-02, 5.2714e-02, 3.9602e-02, -2.0541e-02,\n", + " 2.2803e-02, -1.0377e-01, 4.5162e-02, -3.0561e-01, 4.8789e-03,\n", + " -5.1718e-02, 8.5535e-02, -1.5662e-02, 9.3775e-02, -5.8762e-02,\n", + " 1.0318e-01, 2.3753e-02, -1.7079e-02, -7.4925e-02, 9.1953e-02,\n", + " -9.3307e-04, -2.6473e-02, 1.6847e-02, -8.0017e-02, 5.2953e-02,\n", + " -5.3356e-02, -4.1152e-02, 5.5162e-03, -1.6526e-02, 4.6136e-02,\n", + " 8.6385e-02, -2.8869e-01, -3.5254e-02, 3.1764e-02, -3.9921e-02,\n", + " -4.6053e-02, -4.5202e-02, -4.8631e-02, 1.3964e-02, 9.5214e-03,\n", + " -2.6438e-02, -9.5878e-02, -5.5118e-02, 8.3332e-02, -2.5361e-02,\n", + " 2.6542e-01, -2.7410e-02, -2.4284e-02, 1.9299e-01, 5.6945e-02,\n", + " -4.7916e-02, -3.0415e-03, -5.1627e-02, -9.3551e-02, 4.3887e-02,\n", + " 3.6444e-02, -6.7664e-03, 1.3395e-02, -1.0801e-02, -6.4082e-03,\n", + " 4.0127e-02, -8.3271e-03, 2.4473e-03, 1.6666e-02, 4.7298e-02,\n", + " 2.9203e-03, -1.1909e-01, -2.7944e-03, 4.6872e-02, -1.0992e-01,\n", + " -5.2446e-02, 6.6884e-02, -7.8075e-03, 6.4011e-02, 2.8143e-02,\n", + " -2.0027e-02, -4.2990e-02, -6.2279e-02, -9.6021e-03, 2.9130e-02,\n", + " 1.4106e-02, -1.8464e-02, -3.7351e-02, -3.2721e-02, 8.0585e-02,\n", + " 4.1986e-02, -9.7029e-03, 1.8811e-02, -6.0730e-02, -2.0696e-02,\n", + " -1.3783e-03, -4.1587e-02, 5.2928e-02, -9.3780e-02, 6.6866e-02,\n", + " -1.9100e-03, -3.7634e-02, -9.7817e-02, 6.7012e-02, 3.5469e-02,\n", + " -4.2988e-02, 9.0980e-02, -6.4188e-02, -5.4262e-02, -6.3600e-02,\n", + " -7.3079e-02, 1.0075e-02, -6.4328e-02, -6.5238e-02, -5.5821e-03,\n", + " -2.7449e-02, 5.2490e-02, -1.4543e-02, 6.5506e-02, -1.4968e-02,\n", + " -2.9325e-03, -2.5593e-02, 3.0151e-02, 5.1621e-02, -2.2707e-04,\n", + " 5.2259e-02, -1.4086e-01, 1.9261e-02, 9.4989e-02, 2.8573e-02,\n", + " 4.4129e-02, -5.1282e-02, 4.6283e-02, -2.9680e-02, 5.5248e-02,\n", + " 1.2542e-02, 1.5806e-02, -3.7797e-02, -7.4205e-02, -1.0529e-01,\n", + " -7.0192e-03, -9.0734e-02, -7.6813e-02, -2.5712e-02, -4.5386e-02,\n", + " -1.1575e-01, 2.2975e-02, 9.2991e-02, -3.9014e-03, 7.3966e-02,\n", + " 4.9155e-02, 6.1831e-02, 7.6838e-02, 1.4101e-02, -1.1899e-01,\n", + " -5.8508e-02, -3.0592e-02, 4.6106e-02, -7.7167e-03, -2.2412e-02,\n", + " 8.2632e-02, -2.5365e-02, 5.5135e-02, -9.6367e-02, -2.3450e-02,\n", + " -3.3605e-02, -1.5639e-01, -4.5004e-02, -1.6786e-02, -8.0004e-03,\n", + " 3.3958e-02, -2.2277e-02, -1.1792e-01, -1.2032e-01, 6.9041e-02,\n", + " -4.2215e-02, -4.3244e-02, -1.2836e-02, -9.5257e-03, -6.3226e-02,\n", + " -5.8266e-02, -3.2097e-02, -5.3470e-02, -2.9582e-02, 2.6568e-02,\n", + " 6.1889e-02, -2.1054e-02, -1.0265e-01, -7.4326e-02, -7.7057e-02,\n", + " -3.0342e-02, 6.9623e-02, -5.0036e-02, -6.9077e-02, 3.2591e-02,\n", + " -2.7729e-02, 2.8140e-02, 6.0840e-03, 9.5398e-02, -5.3075e-02,\n", + " -8.0678e-02, -6.2617e-02, -3.4285e-02, 4.5062e-02, 1.2543e-02,\n", + " -2.7052e-02, -3.2941e-03, -1.3508e-02, -1.1017e-02, 4.3846e-02,\n", + " -2.3857e-02, -1.9643e-02, -2.2141e-02, -1.5227e-01, 3.1622e-02,\n", + " -5.0291e-03, -3.0444e-02, 3.0183e-02, 6.7382e-04, -3.9359e-02,\n", + " 5.5783e-02, -1.2769e-01, 9.3040e-02, -2.2186e-02, -1.8489e-02,\n", + " 8.2939e-02, 1.5802e-02, 3.6551e-03, 1.1720e-01, -5.1668e-02,\n", + " 1.3725e-02, -6.2138e-02, -4.2521e-02, -2.7521e-02, 5.6619e-02,\n", + " -3.2035e-02, -2.9538e-02, 2.8562e-02, -2.9445e-02, -2.8972e-02,\n", + " -1.9813e-03, 2.8628e-03, 3.4906e-02, -6.2828e-02, -4.5000e-02,\n", + " -8.0888e-02, 1.0305e-01, -1.7869e-02, 3.3717e-02, -6.3621e-02,\n", + " -4.1462e-02, 3.8008e-02, -1.5456e-02, -5.1488e-04, 4.2673e-02,\n", + " -2.0673e-02, -5.0607e-02, -1.3873e-02, -1.3957e-02, -3.8626e-03,\n", + " -4.0950e-03, -6.2282e-02, -1.6047e-02, -3.4733e-02, -7.0577e-03,\n", + " 1.2088e-02, 5.3514e-02, -7.5803e-03, -4.0879e-03, -1.6623e-02,\n", + " -5.8865e-03, 2.5732e-02, 2.2060e-02, -1.2234e-02, 7.2491e-02,\n", + " 7.4493e-02, 6.4483e-02, 8.9644e-03, -5.8134e-02, 2.2834e-03,\n", + " -1.2212e-02, 1.0422e-02, -1.4356e-01, 1.5538e-02, 4.6918e-02,\n", + " -1.6751e-01, 3.8309e-02, 9.6846e-02, -7.0495e-02, -2.7973e-02,\n", + " -5.4691e-02, 3.5491e-02, 3.4475e-02, -2.2511e-03, 7.5286e-02,\n", + " -3.3780e-02, -7.4034e-03, 1.1208e-02, 5.5229e-02, 6.8814e-03,\n", + " -6.8289e-02, -2.9265e-02, 8.9548e-03, 1.2815e-02, -6.3196e-02,\n", + " 1.6458e-02, 4.4384e-02, -2.8280e-02, 4.2517e-02, 4.4333e-02,\n", + " -1.9762e-02, -3.4241e-02, 1.2632e-01, -2.4538e-03, -1.8655e-02,\n", + " -2.4973e-02, -9.0070e-03, 3.5641e-02, -7.0507e-02, -1.5381e-01,\n", + " 4.8579e-02, -6.3171e-02, 3.7194e-02, -2.2801e-02, -2.1942e-02,\n", + " 9.0891e-02, 1.0309e-01, -4.1102e-02, 9.3044e-03, -3.9117e-02,\n", + " 1.5139e-01, 8.4756e-02, 6.6901e-03, 1.9204e-02, 3.0728e-02,\n", + " 1.1307e-01, -6.5623e-02, 4.8121e-03, 5.4468e-02, -5.8566e-02,\n", + " -1.7647e-04, -5.2081e-02, 5.8738e-02, -2.2210e-02, 5.4031e-02,\n", + " -5.2642e-02, -2.4233e-02, 2.8898e-02, -1.1112e-01, 7.8026e-04,\n", + " 4.7914e-02, -3.6227e-02, -1.3379e-03, -3.2822e-02, 4.6575e-02,\n", + " 8.6741e-02, 2.8826e-02, 1.4174e-02, 1.1099e-01, -9.8162e-02,\n", + " -1.0253e-01, 1.4212e-02, -1.4801e-02, -7.6152e-03, -7.3278e-02,\n", + " -4.7079e-03, 1.2874e-02, -5.4293e-02, 1.9746e-02, -2.6656e-03,\n", + " -1.1684e-02, 3.7669e-02, 2.6023e-02, -5.0953e-02, -6.8739e-02,\n", + " -1.5132e-01, 1.5295e-02, 5.8862e-02, -8.5955e-02, -1.0614e-02,\n", + " -1.4771e-01, 7.5826e-03, 1.3741e-02, 3.2153e-02, -5.5401e-02,\n", + " -2.7378e-02, -2.1129e-02, -9.6263e-03, 2.1679e-02, 6.0387e-03,\n", + " 2.3842e-02, 1.6773e-02, 2.1320e-02, -3.4935e-02, 1.8651e-02,\n", + " 3.9921e-02, -4.0954e-02, 3.6536e-02, 7.0171e-02, 5.9625e-02,\n", + " 1.2220e-02, -5.5114e-02, -3.6014e-02, -1.0953e-01, -9.5661e-02,\n", + " 1.1084e-02, -6.4837e-02, -3.4218e-02, 9.7829e-02, 1.7789e-02,\n", + " -5.8268e-02, -2.1595e-02, -1.5098e-01, 4.8902e-02, 2.7867e-02,\n", + " 1.0966e-01, 4.9730e-02, -6.5047e-02, 4.3189e-02, -1.1697e-01,\n", + " 6.1828e-02, 1.6997e-02, -1.5843e-02, 4.6682e-03, 6.4880e-03,\n", + " -2.7143e-02, 7.5872e-03, -4.5413e-02, -6.9785e-02, 4.3590e-02,\n", + " -5.9673e-03, 2.0699e-02, -6.7040e-02, 7.3287e-02, -1.5950e-05,\n", + " -3.9807e-02, 7.3086e-02, 3.5854e-02, 4.0103e-02, 1.3383e-01,\n", + " 3.1207e-03, -9.7336e-03, -1.0773e-02, 2.0780e-02, -2.4463e-02,\n", + " 8.5525e-02, -2.2474e-02, 3.5545e-02, 2.3799e-02, -6.9500e-02,\n", + " 3.9307e-02, 1.5299e-02, -1.1998e-01, 3.9373e-02, -2.7874e-02,\n", + " 5.0340e-02, -1.6368e-02, -2.2250e-02, 5.2681e-02, -9.1596e-02,\n", + " 1.3720e-01, -1.0519e-01, -5.7112e-02, 1.2733e-01, -7.1367e-02,\n", + " -1.9667e-02, 9.1824e-02, 5.3414e-02, 1.6420e-03, -8.7719e-03,\n", + " 4.1816e-03, 9.3656e-03, -2.6315e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.9018, 0.8869, 0.8863, 0.8587, 0.8750, 0.8783, 0.8626, 0.9150, 0.9264,\n", + " 0.8872, 0.8448, 0.7959, 0.8601, 0.8095, 0.9264, 0.8575, 0.8636, 0.8072,\n", + " 0.9398, 0.8179, 0.8616, 0.8484, 0.8979, 0.8966, 0.8273, 0.8883, 0.8270,\n", + " 0.8976, 0.8618, 0.8829, 0.9155, 0.8368, 0.8604, 0.9126, 0.9090, 0.9035,\n", + " 0.9051, 0.8905, 0.8842, 0.8567, 0.9144, 0.9118, 0.9246, 0.8807, 0.9163,\n", + " 0.8413, 0.8816, 0.9412, 0.9184, 0.9364, 0.8533, 0.8966, 0.8484, 0.7580,\n", + " 0.8594, 0.8250, 0.9207, 0.7978, 0.9134, 0.8184, 0.8942, 0.8539, 0.7281,\n", + " 0.8006, 0.9039, 0.8731, 0.9155, 0.9106, 0.8764, 0.9184, 0.9228, 0.9256,\n", + " 0.8391, 0.8399, 0.8869, 0.8312, 0.8967, 0.7788, 0.8774, 0.8685, 0.9193,\n", + " 0.9221, 0.9234, 0.8854, 0.7914, 0.8829, 0.8264, 0.8862, 0.9067, 0.9134,\n", + " 0.8882, 0.8885, 0.6231, 0.8887, 0.8911, 0.8679, 0.6551, 0.8235, 0.8843,\n", + " 0.9157, 0.9384, 0.9287, 0.8991, 0.8487, 0.8296, 0.6142, 0.8594, 0.9332,\n", + " 0.8742, 0.8529, 0.8903, 0.8991, 0.8150, 0.8918, 0.9142, 0.8520, 0.8667,\n", + " 0.9309, 0.9206, 0.8606, 0.8663, 0.5117, 0.8801, 0.8748, 0.7599, 0.8802,\n", + " 0.8945, 0.8507, 0.8807, 0.8819, 0.9265, 0.8688, 0.7154, 0.8769, 0.9021,\n", + " 0.9443, 0.8837, 0.8651, 0.9018, 0.6646, 0.9130, 0.9199, 0.9074, 0.9136,\n", + " 0.8837, 0.2779, 0.9289, 0.8763, 0.8903, 0.8763, 0.8800, 0.8738, 0.8041,\n", + " 0.9085, 0.9282, 0.8656, 0.8728, 0.8245, 0.8957, 0.5998, 0.8989, 0.9282,\n", + " 0.8541, 0.9191, 0.8652, 0.9128, 0.8863, 0.8443, 0.5768, 0.8967, 0.9237,\n", + " 0.8664, 0.8430, 0.8737, 0.9048, 0.5896, 0.8801, 0.8638, 0.8753, 0.8849,\n", + " 0.9150, 0.9423, 0.8755, 0.8931, 0.9242, 0.9104, 0.8685, 0.8707, 0.9199,\n", + " 0.8933, 0.9016, 0.8619, 0.8317, 0.8867, 0.8917, 0.8797, 0.9224, 0.8428,\n", + " 0.8567, 0.8255, 0.8887, 0.8591, 0.6296, 0.8378, 0.8937, 0.8374, 0.8750,\n", + " 0.8599, 0.9114, 0.8699, 0.8640, 0.9227, 0.8313, 0.8860, 0.9107, 0.7122,\n", + " 0.6000, 0.9267, 0.7521, 0.8736, 0.8768, 0.8709, 0.9011, 0.8471, 0.8837,\n", + " 0.6947, 0.8624, 0.8264, 0.8992, 0.9155, 0.8682, 0.8960, 0.8400, 0.9057,\n", + " 0.9075, 0.8799, 0.8692, 0.8464, 0.9045, 0.8343, 0.8346, 0.9190, 0.8983,\n", + " 0.8506, 0.8605, 0.7290, 0.8204, 0.8538, 0.8863, 0.7952, 0.8491, 0.8569,\n", + " 0.8912, 0.9032, 0.9304, 0.8693, 0.8580, 0.8506, 0.8788, 0.8754, 0.9189,\n", + " 0.8987, 0.9027, 0.9009, 0.8336, 0.8405, 0.8939, 0.8875, 0.8974, 0.9136,\n", + " 0.9147, 0.9047, 0.8864, 0.8930, 0.9175, 0.9225, 0.8385, 0.8973, 0.8862,\n", + " 0.9221, 0.8598, 0.8949, 0.9303, 0.6574, 0.9255, 0.8843, 0.9126, 0.9012,\n", + " 0.8349, 0.9281, 0.8712, 0.7353, 0.8975, 0.8829, 0.8706, 0.8165, 0.6444,\n", + " 0.7918, 0.8967, 0.8890, 0.9121, 0.9052, 0.8943, 0.9324, 0.8371, 0.8531,\n", + " 0.8477, 0.9251, 0.3999, 0.8936, 0.8742, 0.6313, 0.8931, 0.9006, 0.8976,\n", + " 0.8751, 0.9116, 0.9220, 0.8869, 0.7571, 0.9040, 0.8708, 0.8718, 0.9091,\n", + " 0.9185, 0.8990, 0.8433, 0.9043, 0.9146, 0.9156, 0.8708, 0.6452, 0.8890,\n", + " 0.9213, 0.9036, 0.9076, 0.8603, 0.9240, 0.9199, 0.8763, 0.8351, 0.9397,\n", + " 0.8501, 0.9048, 0.8322, 0.5896, 0.9336, 0.8856, 0.8962, 0.8641, 0.8745,\n", + " 0.8845, 0.9177, 0.6313, 0.9216, 0.9037, 0.8614, 0.8726, 0.8656, 0.8870,\n", + " 0.8967, 0.8715, 0.8575, 0.8630, 0.8916, 0.8720, 0.8313, 0.8970, 0.9027,\n", + " 0.8420, 0.8906, 0.8823, 0.9054, 0.8922, 0.8699, 0.9039, 0.9167, 0.8889,\n", + " 0.8631, 0.9238, 0.9159, 0.3737, 0.9055, 0.8678, 0.8878, 0.9121, 0.8424,\n", + " 0.9067, 0.8982, 0.8655, 0.8321, 0.8663, 0.8744, 0.8790, 0.9301, 0.9443,\n", + " 0.8700, 0.8423, 0.8886, 0.9135, 0.8723, 0.8019, 0.8668, 0.8993, 0.8148,\n", + " 0.8814, 0.9158, 0.8764, 0.9045, 0.9247, 0.9047, 0.8991, 0.9179, 0.9104,\n", + " 0.8944, 0.8470, 0.8797, 0.8704, 0.9099, 0.7421, 0.8658, 0.7859, 0.8954,\n", + " 0.8775, 0.8777, 0.8798, 0.8940, 0.8675, 0.9032, 0.8306, 0.8999, 0.8498,\n", + " 0.9002, 0.8563, 0.9162, 0.9381, 0.8855, 0.8688, 0.9006, 0.8488, 0.8739,\n", + " 0.9203, 0.8733, 0.6360, 0.9049, 0.8583, 0.8893, 0.8609, 0.8959, 0.8703,\n", + " 0.9274, 0.9316, 0.8654, 0.8874, 0.9373, 0.9443, 0.9074, 0.9138, 0.8698,\n", + " 0.8846, 0.9000, 0.7067, 0.8990, 0.9041, 0.8867, 0.7868, 0.8202, 0.8654,\n", + " 0.8528, 0.8932, 0.9110, 0.8501, 0.9006, 0.9206, 0.8768, 0.9079, 0.8717,\n", + " 0.8952, 0.8429, 0.8824, 0.9043, 0.8874, 0.6808, 0.8971, 0.8755, 0.8753,\n", + " 0.8941, 0.8797, 0.8552, 0.9049, 0.9185, 0.8853, 0.8378, 0.9176, 0.8625,\n", + " 0.8747, 0.7186, 0.8600, 0.9163, 0.8514, 0.8529, 0.8941, 0.8947, 0.8508,\n", + " 0.8547, 0.9110, 0.8780, 0.8699, 0.8945, 0.8971, 0.8411, 0.8416, 0.8569,\n", + " 0.8951, 0.8579, 0.8438, 0.8853, 0.6418, 0.8685, 0.8841, 0.9104, 0.8152,\n", + " 0.9112, 0.8543, 0.8504, 0.9122, 0.8762, 0.9170, 0.8846, 0.6728, 0.8284,\n", + " 0.8417, 0.9177, 0.8908, 0.9108, 0.8635, 0.8506, 0.8963, 0.8284, 0.9506,\n", + " 0.8300, 0.4737, 0.9142, 0.8423, 0.9234, 0.6852, 0.8899, 0.8683, 0.8479,\n", + " 0.8771, 0.9242, 0.8419, 0.8730, 0.9184, 0.8989, 0.9185, 0.8876, 0.8337,\n", + " 0.9011, 0.9083, 0.9229, 0.8485, 0.9007, 0.9086, 0.8588, 0.9025, 0.8674,\n", + " 0.8921, 0.8824, 0.9355, 0.8591, 0.9243, 0.9045, 0.7468, 0.8687, 0.8965,\n", + " 0.9372, 0.6586, 0.9311, 0.9101, 0.8560, 0.9119, 0.8810, 0.8757, 0.9139,\n", + " 0.9012, 0.8224, 0.9152, 0.8323, 0.9104, 0.9133, 0.9147, 0.9219, 0.8555,\n", + " 0.8485, 0.8594, 0.8852, 0.9286, 0.9102, 0.8900, 0.8911, 0.9372, 0.9121,\n", + " 0.8749, 0.9115, 0.8269, 0.9264, 0.8002, 0.8894, 0.9034, 0.9073, 0.8727,\n", + " 0.9272, 0.8494, 0.7397, 0.8959, 0.8371, 0.9372, 0.8943, 0.8476, 0.8376,\n", + " 0.9019, 0.9323, 0.9399, 0.8910, 0.9018, 0.9047, 0.8561, 0.8616, 0.9244,\n", + " 0.8774, 0.8319, 0.8697, 0.8871, 0.8983, 0.8688, 0.9079, 0.9052, 0.8414,\n", + " 0.8837, 0.8940, 0.8471, 0.9074, 0.8451, 0.9301, 0.9154, 0.8638, 0.9122,\n", + " 0.8908, 0.8596, 0.9319, 0.8913, 0.8754, 0.8662, 0.5557, 0.8684, 0.8023,\n", + " 0.8988, 0.8906, 0.8662, 0.9114, 0.9106, 0.9254, 0.9181, 0.9131, 0.8603,\n", + " 0.9190, 0.8579, 0.8931, 0.8835, 0.6463, 0.8981, 0.8559, 0.8522, 0.9297,\n", + " 0.8950, 0.8265, 0.8574, 0.9054, 0.8829, 0.9219, 0.9219, 0.8494, 0.9137,\n", + " 0.9171, 0.8919, 0.8638, 0.9031, 0.9072, 0.9098, 0.8783, 0.9069, 0.8727,\n", + " 0.9322, 0.9118, 0.8618, 0.8528, 0.8265, 0.8647, 0.6684, 0.9396, 0.8657,\n", + " 0.8152, 0.8974, 0.8983, 0.8773, 0.8140, 0.8510, 0.9076, 0.9043, 0.8189,\n", + " 0.8731, 0.8413, 0.8933, 0.8650, 0.9098, 0.8408, 0.9138, 0.9289, 0.8778,\n", + " 0.8604, 0.9093, 0.9151, 0.9028, 0.8661, 0.8888, 0.8816, 0.8842, 0.8617,\n", + " 0.8825, 0.8976, 0.8960, 0.9224, 0.9688, 0.8061, 0.8499, 0.9100, 0.8267,\n", + " 0.9076, 0.8511, 0.9115, 0.8986, 0.9032, 0.8783, 0.8694, 0.8953, 0.8908,\n", + " 0.9210, 0.8866, 0.9352, 0.9155, 0.9032, 0.8549, 0.8810, 0.8828, 0.8489,\n", + " 0.7537, 0.9039, 0.8929, 0.8425, 0.8717, 0.8854, 0.8853, 0.8785, 0.8987,\n", + " 0.8198, 0.8881, 0.9306], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.6625e-02, -1.0507e-01, 3.1912e-02, 7.6338e-02, -1.1188e-01,\n", + " 1.2034e-01, -1.8940e-01, -1.3437e-01, -6.9242e-02, -6.7826e-02,\n", + " -5.4263e-02, -1.4246e-01, 6.9934e-02, -2.0858e-01, -3.2876e-03,\n", + " -2.3191e-02, 6.8969e-02, 8.9101e-02, -2.6422e-02, -2.6609e-01,\n", + " -9.9980e-02, 1.7229e-01, -1.6668e-01, -6.1606e-02, 4.6690e-02,\n", + " -1.1975e-01, -1.0204e-01, 5.2635e-02, 7.8951e-02, -7.8034e-02,\n", + " -1.4889e-02, -5.5586e-02, -1.2998e-01, 7.1997e-02, -1.0003e-01,\n", + " 1.5326e-02, 1.9547e-02, -7.3485e-02, -9.4418e-02, 1.0362e-01,\n", + " -6.1286e-02, 7.1012e-02, -2.3794e-02, -9.7600e-02, 2.2134e-02,\n", + " 7.2604e-02, 6.6140e-02, -1.5904e-02, -1.2900e-01, -9.5402e-03,\n", + " 1.2593e-01, -9.1694e-02, -2.2906e-01, 2.0688e-01, -1.3409e-01,\n", + " 1.0476e-01, -3.9208e-03, 1.4129e-01, -8.0206e-02, 1.1312e-01,\n", + " 4.4298e-04, -3.1820e-02, 1.2605e-01, 1.8113e-01, 1.2809e-02,\n", + " -4.3978e-02, 2.0773e-03, -4.6278e-02, -5.8448e-02, 9.8595e-03,\n", + " -3.2026e-02, -3.1179e-02, 1.5660e-01, 1.0776e-01, -1.3921e-01,\n", + " -1.0311e-01, -4.5080e-02, -1.7536e-01, -7.3872e-02, -5.5457e-02,\n", + " -2.3188e-02, -6.2325e-02, -6.7388e-02, -5.9938e-02, -8.1442e-02,\n", + " -9.5643e-02, 5.3938e-02, -1.2202e-01, -4.2700e-02, -4.7029e-02,\n", + " -3.8722e-02, 3.7240e-03, -2.1497e-01, -1.3948e-03, -5.7284e-02,\n", + " -2.1566e-02, -1.9520e-01, 1.1644e-01, -4.2779e-02, -5.3457e-03,\n", + " -2.6165e-02, -1.2019e-01, -5.0167e-03, -4.6626e-03, -1.0129e-01,\n", + " -4.5894e-02, 1.3304e-01, -5.7492e-02, -7.1754e-02, -3.1174e-02,\n", + " -4.3994e-02, -9.4959e-02, 2.1656e-01, 1.0740e-01, -4.2548e-02,\n", + " -4.1486e-02, -9.5449e-02, -9.5418e-02, -7.8051e-02, -1.0562e-01,\n", + " 1.0915e-01, 4.0597e-01, 2.6612e-02, -6.9673e-02, -3.5386e-02,\n", + " -1.2873e-02, 4.0978e-02, -1.1241e-01, -9.5544e-02, -1.3292e-02,\n", + " -4.4201e-02, -1.4191e-01, -5.5357e-02, -7.0822e-02, -4.0674e-03,\n", + " 2.6114e-02, 7.5882e-02, 5.7120e-02, 1.2606e-01, 1.4230e-01,\n", + " -4.0235e-03, -6.1418e-02, -6.6961e-03, -3.8446e-02, -7.1943e-02,\n", + " 1.8551e-01, -1.2822e-02, 7.6709e-02, -8.1103e-02, -7.2764e-02,\n", + " -8.6045e-02, -9.7528e-02, 4.1532e-02, -7.7701e-02, -4.5413e-02,\n", + " -7.9822e-02, -1.8998e-01, -1.6055e-01, -6.8246e-02, -6.8712e-02,\n", + " -1.2344e-02, -4.4136e-02, -1.3596e-02, -5.7772e-02, -5.4524e-02,\n", + " -9.2218e-02, -1.8866e-02, 1.0647e-01, 3.3256e-01, -2.2296e-02,\n", + " -5.1825e-02, -1.2755e-01, -9.1702e-02, -1.9313e-01, -1.2993e-01,\n", + " -6.5512e-02, -3.4277e-02, -9.5308e-02, -1.1043e-01, -3.6635e-02,\n", + " 6.8052e-03, 2.7257e-04, -1.0590e-01, -1.5642e-01, -1.1331e-01,\n", + " -7.8984e-02, -1.6124e-01, -1.8601e-01, -9.2715e-02, 3.8851e-02,\n", + " 1.0873e-01, 4.2357e-02, -2.2107e-01, 5.1203e-02, 5.9569e-03,\n", + " -5.7879e-02, 6.5377e-03, -1.0727e-01, 2.0603e-02, -1.4750e-02,\n", + " 3.2937e-02, -1.8990e-01, -1.2786e-01, -1.8806e-01, -4.1394e-02,\n", + " -8.8912e-02, -1.7002e-01, -7.3276e-03, -3.2889e-02, -1.5499e-02,\n", + " -7.3647e-02, 5.0166e-02, -1.8483e-01, -7.8329e-02, -1.8418e-02,\n", + " 2.1323e-02, 6.7164e-02, -8.7967e-03, -1.3794e-01, -7.6948e-02,\n", + " -5.5494e-02, -1.8144e-01, -1.4973e-01, 7.0110e-02, -1.2353e-01,\n", + " -5.7582e-02, -4.8038e-02, -2.8484e-02, -2.4484e-02, -4.0356e-02,\n", + " -1.4437e-01, -1.6582e-02, -1.1949e-01, -1.3751e-02, -5.5272e-02,\n", + " -8.7414e-02, -7.2544e-02, -9.4576e-02, -2.1282e-02, 4.0743e-02,\n", + " 7.0492e-02, -3.2798e-02, -7.9206e-02, -1.2530e-01, -7.0764e-02,\n", + " -5.4919e-02, 1.1142e-01, -8.7380e-03, -1.7681e-02, 8.7281e-02,\n", + " -1.2548e-01, -8.8504e-02, -1.6192e-02, -4.6660e-03, -8.2362e-03,\n", + " 5.1452e-02, 3.1431e-02, 8.2000e-02, -2.9608e-02, -2.1364e-02,\n", + " -1.2958e-01, -9.5314e-03, -1.2507e-01, -1.2091e-01, -2.1740e-01,\n", + " -1.2663e-01, -3.9883e-02, -4.6411e-02, -8.3061e-02, -4.4111e-02,\n", + " -1.0415e-01, -3.4678e-02, -2.0700e-02, 4.5979e-03, 9.3389e-02,\n", + " 1.2189e-03, -3.3199e-02, 2.8192e-02, 2.6093e-02, 2.2936e-02,\n", + " -1.0521e-01, -6.9720e-02, -3.0941e-02, -2.7791e-03, 4.7309e-02,\n", + " 3.6411e-02, -9.8355e-02, -1.1288e-01, -1.7591e-01, -6.7582e-02,\n", + " -6.3172e-02, -6.3451e-02, 4.1148e-02, -3.7562e-02, -1.0980e-01,\n", + " -2.6929e-02, 7.4353e-02, -2.3019e-01, 2.9365e-02, 6.2933e-02,\n", + " -8.3192e-02, 6.6811e-02, -9.5346e-03, -1.0023e-01, -1.0159e-01,\n", + " -1.6829e-01, -9.2009e-03, 4.2582e-02, -6.7786e-01, 2.3572e-02,\n", + " -3.1146e-02, -1.1759e-01, -1.1613e-02, 3.6962e-02, -1.0654e-01,\n", + " 1.9333e-02, -9.3331e-02, -4.2195e-02, -2.6624e-02, -1.8566e-01,\n", + " -2.5489e-02, -1.1489e-02, -5.7362e-02, -1.5125e-02, -7.0189e-02,\n", + " -1.3676e-01, -7.4570e-02, -5.7956e-02, -1.7561e-02, -6.7024e-02,\n", + " 7.7325e-02, 8.4011e-02, 2.8613e-02, -1.3518e-01, 2.8934e-02,\n", + " -8.7383e-03, -5.7487e-02, -3.3748e-02, -9.2445e-02, -1.7720e-01,\n", + " 5.1504e-02, -1.6400e-01, 3.2477e-03, -8.1989e-02, 8.9592e-02,\n", + " -1.7000e-01, -5.7153e-02, 4.1587e-02, 9.1134e-03, 1.3563e-01,\n", + " 2.0177e-02, -1.7854e-01, -1.6019e-02, -5.5787e-02, 6.3263e-03,\n", + " 8.9427e-02, 7.0923e-02, -1.4782e-02, 2.5181e-02, -3.2568e-02,\n", + " -1.4150e-01, 4.0611e-02, -1.8354e-02, -4.5727e-02, 1.4363e-02,\n", + " -5.7863e-02, -2.0089e-02, -1.8870e-02, -4.5177e-02, -8.0632e-02,\n", + " 8.2770e-02, -6.2037e-02, -1.0541e-01, -9.5110e-02, 7.8727e-02,\n", + " -6.4051e-03, -2.1475e-02, -9.3362e-03, 1.8469e-02, -4.6239e-02,\n", + " -1.9577e-02, 2.7716e-01, -1.0000e-01, 1.3668e-01, -3.6600e-02,\n", + " -4.9088e-02, 5.7199e-02, -1.0958e-01, -4.8999e-02, 6.4781e-02,\n", + " 1.4753e-02, 7.4483e-04, -1.6135e-01, -4.5843e-02, -5.6123e-02,\n", + " -9.3122e-02, 1.8672e-02, 4.8467e-02, -4.5692e-02, -5.1939e-02,\n", + " -5.6010e-02, 1.4136e-03, 3.7675e-02, 5.0618e-03, -8.8304e-02,\n", + " 1.0297e-01, -1.1114e-01, -5.6413e-02, -5.0215e-02, -1.8669e-02,\n", + " 8.6868e-02, -3.7474e-03, -6.2278e-02, -1.0016e-01, -1.3861e-02,\n", + " -1.1220e-02, -4.0388e-02, -9.2488e-02, -9.3046e-02, -2.1603e-02,\n", + " 6.7309e-03, 1.0349e-01, -1.6229e-01, 8.7963e-03, 3.5653e-02,\n", + " -4.1728e-02, -8.0954e-02, -6.8818e-03, -8.4664e-03, 7.3229e-03,\n", + " -8.9781e-02, -3.2343e-02, -2.8033e-02, -1.2189e-02, -5.2967e-02,\n", + " -1.1684e-01, 4.0898e-02, 6.8785e-03, 1.5525e-02, 8.6050e-02,\n", + " -1.1087e-01, -3.8352e-02, 2.5415e-02, 1.3479e-01, -4.0202e-02,\n", + " -5.2153e-02, 3.7788e-02, -5.8467e-02, -2.9823e-02, 2.1274e-02,\n", + " 3.2532e-02, -8.4771e-02, -1.8989e-01, 6.7598e-02, -8.9823e-02,\n", + " -5.4341e-02, -6.1454e-02, -6.9793e-02, 2.1388e-02, 3.8125e-02,\n", + " -1.1104e-01, -2.2127e-02, -5.9216e-02, -1.5919e-01, -1.2669e-01,\n", + " 1.1131e-01, 1.1789e-01, -1.1630e-01, -8.3066e-02, -7.5607e-02,\n", + " 1.1751e-02, -2.7502e-02, -1.3553e-02, -4.6427e-02, -8.0391e-02,\n", + " -8.5280e-02, 6.0877e-02, -2.1529e-02, 5.6057e-02, 3.6249e-02,\n", + " 4.6377e-02, -1.3462e-01, -3.8239e-02, -2.7187e-02, -3.5752e-02,\n", + " -1.0851e-01, -4.5938e-02, -1.7553e-01, 1.1124e-01, -1.2534e-02,\n", + " -6.2436e-02, 1.4366e-02, -1.7153e-01, 6.7201e-03, 1.4290e-01,\n", + " 6.3469e-02, 2.4152e-01, -6.5595e-02, 2.4741e-02, -1.4315e-02,\n", + " 9.3053e-03, -5.1606e-02, -5.8946e-02, -6.7120e-02, -1.0786e-01,\n", + " 2.7229e-02, -1.3340e-01, -1.3439e-03, 1.0027e-01, -8.1355e-02,\n", + " -7.3692e-02, 3.7002e-02, -1.7913e-01, -7.2593e-02, 8.6568e-02,\n", + " -1.2131e-01, 6.9443e-02, 4.9047e-02, 8.6389e-02, -2.0935e-02,\n", + " -5.0771e-02, -9.7703e-02, -9.3536e-02, -1.0317e-02, 1.3166e-01,\n", + " -9.6728e-04, -3.1439e-02, -2.8427e-02, -4.1343e-02, 1.8749e-02,\n", + " -3.5111e-03, -5.1109e-02, -1.0554e-01, 3.5747e-02, -2.6054e-02,\n", + " 1.0180e-01, 7.0816e-02, -9.8053e-02, -8.7784e-02, 8.7960e-02,\n", + " -1.2546e-01, 2.8320e-01, 2.6763e-02, -1.2164e-01, -6.6004e-02,\n", + " 6.0763e-02, 8.9346e-02, 9.8378e-02, -1.4921e-01, -1.5433e-01,\n", + " -1.3213e-02, 7.0372e-02, -5.5913e-02, -1.2748e-01, -9.8133e-02,\n", + " -2.3685e-02, -3.2954e-02, -1.2974e-01, -1.3464e-01, 1.3043e-02,\n", + " -3.1027e-04, 7.2921e-02, 6.7288e-02, 1.0188e-02, -1.9360e-02,\n", + " -2.8443e-02, -4.0145e-02, -5.1148e-03, -1.3014e-02, -2.7395e-02,\n", + " -1.0637e-01, -6.6571e-02, -1.0466e-02, -1.5021e-02, -5.8401e-02,\n", + " -5.3731e-02, -5.8570e-02, 8.4191e-02, -3.5411e-02, -3.7969e-02,\n", + " 3.5854e-02, 7.9331e-02, -1.9163e-01, -4.6646e-02, -3.0621e-02,\n", + " -5.6818e-02, -2.3719e-01, -8.5134e-02, 5.3209e-03, -1.2206e-02,\n", + " -7.2313e-02, 1.5585e-02, -5.3374e-02, 2.6976e-02, -9.7546e-02,\n", + " -8.3794e-03, -7.7564e-02, -2.9223e-02, -9.5770e-02, -6.8801e-02,\n", + " -8.2946e-02, -9.8884e-02, 6.2166e-02, -8.8903e-02, -3.3634e-02,\n", + " -1.7276e-01, -6.8196e-02, -1.6463e-01, -2.0550e-02, -5.6731e-02,\n", + " -8.4223e-03, -5.6610e-02, -1.5533e-02, -2.0044e-02, -6.3639e-02,\n", + " -6.5976e-02, -7.7416e-02, -1.2213e-02, -1.3717e-01, -1.7293e-01,\n", + " -9.1297e-02, 1.6511e-02, -2.8297e-02, -3.5861e-02, -2.4608e-02,\n", + " -5.3280e-02, -1.5407e-01, 4.0849e-02, -8.9997e-03, -4.8316e-02,\n", + " -5.5761e-02, -6.6250e-02, 7.2413e-02, -1.5084e-01, -1.1982e-01,\n", + " 8.6066e-03, -8.8314e-02, -9.0629e-02, -4.0791e-02, -1.5793e-01,\n", + " 4.4901e-02, -5.8334e-02, -1.2370e-01, 6.9721e-04, 1.3705e-03,\n", + " -6.0067e-02, -1.4701e-01, -1.5822e-02, -3.2613e-02, -9.9972e-02,\n", + " -5.0216e-02, -5.3470e-02, 8.3673e-03, -7.3479e-02, 2.9377e-01,\n", + " -2.2296e-02, 5.2783e-02, 3.3154e-02, -5.1746e-02, -7.3156e-02,\n", + " -1.1054e-01, 4.4262e-02, -8.7940e-02, 3.6671e-04, -5.4205e-02,\n", + " 4.4721e-03, -2.1768e-02, 8.3681e-02, -7.8170e-02, -6.3030e-02,\n", + " 6.1283e-02, -9.7558e-02, -6.3439e-02, 8.2211e-03, -3.1354e-02,\n", + " 4.4900e-03, -2.5939e-01, -1.2595e-01, -1.0022e-01, 6.5094e-03,\n", + " -5.6319e-02, 2.8455e-03, -1.8966e-01, -4.3104e-03, 1.2433e-02,\n", + " 5.0383e-02, -1.1426e-01, 6.4174e-02, 1.4080e-02, -4.7500e-02,\n", + " -1.2750e-01, -1.2806e-01, -3.3080e-02, -9.5859e-02, 5.1768e-02,\n", + " -2.2557e-01, 9.1492e-02, 1.7461e-02, -3.0264e-02, 2.1010e-02,\n", + " -8.6432e-02, 1.2583e-02, 1.3712e-01, -1.2197e-01, 4.1892e-02,\n", + " -6.5797e-02, -1.6333e-01, -7.5110e-02, -1.1973e-01, -2.9338e-02,\n", + " -1.8425e-02, -1.7636e-01, 2.6511e-02, -1.0604e-01, 9.3289e-02,\n", + " -1.5011e-01, 4.5955e-02, -3.7404e-02, -4.7449e-02, 2.8436e-03,\n", + " 5.0054e-02, 2.3086e-03, -6.7876e-02, -3.7435e-02, -1.2747e-01,\n", + " -3.4610e-02, -4.0350e-02, -7.0701e-03, 9.4924e-02, -1.3219e-01,\n", + " 6.7923e-04, -1.6742e-01, -4.9987e-02, -4.9555e-02, -1.5015e-01,\n", + " -2.9192e-02, -8.9088e-02, -1.1630e-02, 1.0799e-01, -4.8110e-02,\n", + " -9.9438e-03, -2.8111e-02, -1.5008e-01, -9.9525e-03, -9.9064e-02,\n", + " -1.2777e-01, 1.0255e-02, -1.8369e-02, -7.6552e-02, -5.0687e-02,\n", + " -5.5869e-02, 1.0312e-01, 5.6818e-02, -2.0309e-01, -2.4400e-02,\n", + " -8.8542e-02, 2.4198e-01, -7.8811e-02, -3.2614e-02, -6.5294e-02,\n", + " -5.4814e-02, -8.6998e-02, -4.5401e-02, 7.0956e-02, 5.9858e-03,\n", + " -4.9954e-02, -2.6151e-02, -4.8600e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.7124e-02, 3.4060e-02, 2.7714e-01, -2.1614e-01, -5.2754e-02,\n", + " -4.1934e-02, -1.0614e-01, 1.6164e-01, 2.1892e-01, 5.4828e-02,\n", + " 1.1328e-01, -1.5540e-01, 3.4646e-01, 2.5325e-01, -3.4102e-02,\n", + " -1.3691e-01, -9.9905e-02, 3.6209e-02, 2.8396e-01, 2.4723e-02,\n", + " 1.0624e-01, -1.5966e-01, -2.9064e-01, 2.1612e-01, -2.4899e-01,\n", + " 9.8707e-04, 1.8403e-01, -2.4768e-02, 1.1958e-01, -2.3030e-01,\n", + " 2.2557e-01, -1.7071e-01, 3.5806e-03, 1.6674e-01, -2.8803e-01,\n", + " -5.6050e-02, -4.8621e-02, 1.0115e-01, 3.2618e-01, -1.5848e-01,\n", + " -3.2005e-03, -1.7769e-01, -1.2821e-01, -1.0530e-02, -9.1261e-02,\n", + " -2.4720e-01, 2.4708e-01, 2.6454e-01, -4.9120e-02, 2.7720e-02,\n", + " -7.3964e-02, 9.6444e-02, 5.1543e-03, 9.4288e-02, -2.4002e-01,\n", + " 6.6576e-02, 3.3673e-02, 1.6398e-01, 7.6314e-02, -9.3209e-02,\n", + " 8.1365e-02, -1.9832e-02, 6.0652e-02, 3.0708e-01, -8.0167e-02,\n", + " 1.9258e-01, 2.0132e-01, -2.3741e-01, 8.8291e-02, 2.3971e-02,\n", + " 1.0593e-02, -2.0060e-01, -1.5472e-01, -2.7008e-02, -1.1449e-02,\n", + " 2.0100e-01, -8.2185e-01, -2.4517e-01, 1.8763e-02, -1.6174e-02,\n", + " -4.9654e-02, 8.3059e-02, -5.2619e-02, 4.4486e-02, -6.7373e-02,\n", + " -5.0209e-03, 1.7341e-02, 8.1912e-02, 1.2533e-01, 1.0839e-01,\n", + " -1.6703e-02, -1.7874e-01, -7.6292e-02, 3.7882e-01, -7.1830e-02,\n", + " -1.3231e-02, -2.9727e-02, -1.0660e-01, -7.0098e-03, 8.0439e-02,\n", + " 5.0455e-01, -1.5079e-01, 9.5330e-02, -7.9132e-02, 8.5197e-02,\n", + " 3.9111e-02, 2.1119e-01, -2.9752e-02, -1.1806e-01, 1.2286e-01,\n", + " 9.6624e-02, 3.7295e-02, 4.2608e-02, 3.8592e-01, -1.0858e-01,\n", + " -2.7011e-02, -2.6157e-02, 1.8082e-01, 8.9553e-02, 1.2224e-01,\n", + " 1.4946e-02, -2.0846e-01, 1.3993e-01, 2.6287e-02, 1.4447e-01,\n", + " 2.8735e-01, -5.6707e-02, 1.5282e-01, -7.8315e-03, -6.3501e-02,\n", + " -6.1277e-02, 1.3764e-01, 2.6456e-02, -1.6626e-01, -2.8613e-01,\n", + " -4.9078e-03, -1.6712e-01, 4.9314e-02, 5.7350e-02, 6.7702e-02,\n", + " -8.8359e-02, -1.7174e-01, 7.9126e-02, -2.7246e-01, 7.1695e-02,\n", + " -3.2138e-01, -1.5843e-01, -8.3777e-02, -1.3326e-01, -2.2485e-02,\n", + " -2.5190e-01, 1.4825e-01, 9.3672e-02, 6.6643e-02, -2.2700e-02,\n", + " -4.2293e-01, -3.5745e-02, -1.9151e-01, 1.2523e-02, 8.0613e-03,\n", + " 1.9264e-01, -1.0809e-01, -7.3997e-02, 1.0719e-01, 4.0946e-02,\n", + " 1.9753e-03, -2.9911e-01, -7.6256e-02, 1.6773e-02, -2.0374e-01,\n", + " 8.9181e-03, -1.8182e-02, -1.4729e-01, -4.7487e-02, -1.6229e-01,\n", + " 2.8122e-01, 3.7604e-02, 2.2548e-02, 9.1785e-02, -1.7329e-02,\n", + " 9.4505e-02, -1.3197e-01, 2.2487e-01, -2.1390e-01, -2.4588e-01,\n", + " 2.2784e-01, 2.6753e-01, -6.7874e-02, 2.6946e-01, -6.6390e-02,\n", + " -2.5498e-02, -1.6309e-01, -9.0200e-02, 3.7907e-02, 9.5660e-02,\n", + " 1.8080e-01, -2.3924e-01, 9.9478e-02, -1.3054e-01, -2.7138e-01,\n", + " 1.3956e-03, 1.0748e-01, 1.5392e-01, 1.5391e-01, 1.0045e-01,\n", + " 2.7342e-02, 2.6396e-01, -1.6955e-01, 7.2539e-02, -1.5687e-02,\n", + " 1.8086e-01, -1.4429e-01, 2.8108e-02, 8.0441e-02, 2.0063e-01,\n", + " -1.0055e-01, -2.6909e-01, -1.5524e-02, 1.4388e-01, 4.3092e-02,\n", + " 9.8653e-02, -6.4260e-02, -1.2832e-02, 1.7404e-01, -4.4107e-02,\n", + " -7.2183e-02, -3.2841e-01, -2.4934e-01, -2.0703e-01, 8.4704e-02,\n", + " -4.7903e-02, 2.9869e-01, 8.1060e-02, 1.7804e-01, -1.8038e-01,\n", + " 1.2124e-01, 4.1391e-02, -4.5663e-02, 1.1364e-01, -1.0475e-01,\n", + " -1.9078e-01, 2.3068e-01, 4.0918e-02, 1.6140e-01, -7.7373e-02,\n", + " -3.0637e-02, -1.3309e-01, -1.9025e-01, 1.2720e-01, -1.1768e-01,\n", + " -2.4791e-02, -2.5434e-02, -1.7499e-01, -9.2619e-02, 1.6476e-01,\n", + " -2.3725e-01, -9.3491e-02, 4.5671e-01, -2.6633e-01, 1.0085e-01,\n", + " -1.2826e-01, -2.8109e-02, 5.8012e-02, 1.0149e-01, -1.8210e-01,\n", + " 2.1895e-02, 3.5337e-02, -1.3148e-01, 3.1326e-01, -1.6480e-01,\n", + " -5.1380e-02, 9.9065e-04, -6.6773e-02, -4.0287e-01, 4.5009e-02,\n", + " 1.9293e-01, 7.5762e-02, -2.1389e-02, 1.2942e-01, -1.2339e-02,\n", + " -3.2635e-01, -8.3607e-02, -2.0453e-04, 3.3516e-01, 7.5062e-02,\n", + " -6.9327e-02, -1.2054e-01, -2.6635e-01, -9.9091e-02, -2.3790e-01,\n", + " -2.6579e-01, -1.7214e-01, -6.5533e-03, 7.8417e-04, -1.6940e-01,\n", + " -2.0657e-01, 6.5929e-02, 6.7971e-02, 1.0136e-01, -9.7878e-02,\n", + " 1.1956e-01, -2.0127e-01, 2.3890e-01, -1.1398e-01, -2.2317e-01,\n", + " 9.2065e-02, -3.3084e-01, -4.5262e-02, -5.6814e-02, 6.6942e-02,\n", + " 5.4173e-02, 2.3265e-02, 1.7742e-01, 1.4548e-01, -4.5700e-02,\n", + " -1.8529e-01, 3.6931e-01, 3.1450e-01, 2.4212e-01, 2.7637e-01,\n", + " 1.4381e-01, 3.1329e-02, 1.3306e-01, 2.1394e-02, -9.4586e-02,\n", + " -3.8493e-02, -1.8471e-02, -2.7016e-02, -1.4261e-02, 3.1914e-03,\n", + " 2.1349e-02, 3.1816e-05, 6.4909e-02, 7.4721e-03, 2.9929e-02,\n", + " 1.0701e-02, 2.2340e-01, -3.5223e-02, -1.0802e-01, 5.0714e-02,\n", + " -1.0178e-01, -1.1887e-01, -1.1913e-01, 7.9704e-02, -1.9697e-02,\n", + " -1.9531e-02, 1.2767e-01, -5.8106e-02, 8.3521e-02, 2.0849e-01,\n", + " 3.7163e-02, 4.6231e-02, -9.1407e-02, -1.1306e-01, -1.1369e-01,\n", + " -8.4219e-03, 1.7472e-01, 7.9875e-02, 1.3519e-02, -6.7817e-02,\n", + " -1.2278e-02, 1.6268e-01, -5.2483e-02, 2.5276e-03, -1.9233e-01,\n", + " -1.0626e-01, -1.8435e-04, 6.2287e-03, 6.8744e-02, -1.7931e-01,\n", + " 6.1300e-03, 1.4120e-01, 2.0568e-02, -3.0645e-03, 1.0094e-01,\n", + " 1.1260e-01, -5.9056e-02, -1.4635e-01, -2.5501e-02, 3.9975e-02,\n", + " -9.0633e-02, -8.7091e-02, 1.4956e-02, -8.6604e-03, -4.3978e-02,\n", + " 7.2691e-02, 6.2789e-02, 3.7800e-02, -9.9180e-02, -1.5878e-02,\n", + " -1.2559e-02, -7.3866e-02, -1.1865e-01, 1.7248e-01, 4.5992e-02,\n", + " 2.4102e-02, 2.5764e-01, 1.7215e-03, -3.3761e-02, 7.6782e-02,\n", + " -1.0954e-01, 5.4684e-02, -3.2368e-03, -2.1302e-02, 7.1202e-02,\n", + " -4.5970e-03, 1.7492e-02, 3.5812e-02, 2.1043e-02, -9.1360e-02,\n", + " 2.5750e-02, -6.3601e-02, -1.8830e-02, -1.0064e-01, -2.5951e-02,\n", + " -1.5693e-01, 8.1196e-02, 1.8295e-02, -3.2807e-02, 7.1443e-02,\n", + " 3.5710e-02, 3.9369e-03, 9.2418e-02, 4.8860e-02, 5.4823e-02,\n", + " -2.8998e-03, 2.9912e-02, 1.2656e-02, -3.6178e-02, 7.3544e-02,\n", + " 3.2387e-01, 5.8701e-02, -3.6687e-04, -7.1270e-02, -8.2914e-04,\n", + " 7.5568e-02, -3.9599e-02, 7.4323e-02, -6.9772e-02, -5.8435e-03,\n", + " -5.5360e-02, 3.7388e-02, 3.0727e-03, 5.8361e-02, -7.7181e-04,\n", + " -1.4444e-02, -2.2832e-02, 1.6206e-02, -5.7916e-02, -7.0437e-02,\n", + " -3.7077e-02, -1.1017e-01, -1.1467e-01, 3.8657e-02, 5.7330e-02,\n", + " -6.3091e-02, -7.0682e-02, 2.4881e-02, 7.2451e-04, -6.1555e-02,\n", + " -3.6103e-02, -5.0532e-02, 1.1355e-02, 1.7141e-02, 2.7083e-02,\n", + " 1.5256e-01, 2.8816e-02, 9.3735e-02, -1.1345e-01, -6.5514e-02,\n", + " -5.6315e-02, 5.6634e-02, 1.0206e-01, -2.8312e-02, 5.7025e-02,\n", + " -8.6383e-02, 1.4014e-01, 3.4101e-02, -9.1953e-02, 6.6414e-02,\n", + " -2.8226e-02, 2.2760e-03, -3.0065e-02, 2.4532e-04, 1.7881e-02,\n", + " -1.2094e-01, -5.0453e-02, 1.0507e-01, 1.3416e-02, 1.0692e-01,\n", + " 2.4479e-02, -7.3698e-02, 1.9370e-02, -2.6637e-02, -5.9299e-02,\n", + " -1.4951e-02, 7.2080e-03, 5.9322e-02, 3.7022e-02, 2.7886e-02,\n", + " 6.5390e-02, 1.2358e-01, -1.6842e-02, 9.4552e-02, -5.2495e-03,\n", + " -5.3225e-02, -4.1222e-02, -4.6518e-03, 1.5419e-02, -1.5704e-02,\n", + " 5.3214e-02, -7.4430e-02, 2.0601e-02, 1.2736e-02, -1.1555e-02,\n", + " 2.3967e-01, 5.9821e-03, -2.5143e-02, 4.7115e-02, 7.1733e-02,\n", + " 8.1417e-02, 2.1429e-01, -3.3066e-02, -1.7153e-02, -1.2916e-01,\n", + " -9.6517e-03, 9.4612e-03, 5.5593e-02, 2.6679e-01, -6.1172e-02,\n", + " -4.2006e-02, -5.3519e-03, -8.9881e-02, -7.7368e-02, 3.5689e-02,\n", + " 4.3952e-02, 3.3530e-02, -1.4626e-02, -2.0199e-02, -5.5274e-02,\n", + " -6.3373e-03, 3.1005e-02, -2.1222e-02, -7.0196e-02, 2.4251e-03,\n", + " -8.1598e-02, 4.4209e-03, -2.7370e-02, -7.1675e-02, 4.3540e-04,\n", + " 6.2876e-02, 5.4380e-03, 4.6408e-02, 4.6499e-02, -4.4597e-02,\n", + " -1.1113e-01, 7.3425e-02, 4.5689e-02, -2.6495e-02, -4.5675e-02,\n", + " -3.0725e-03, 1.5039e-01, -1.2380e-01, 1.7399e-02, 3.5874e-02,\n", + " -1.2007e-01, 1.1524e-02, -8.8787e-02, -1.0026e-02, -1.1327e-02,\n", + " 1.0399e-01, 1.0365e-01, -5.4910e-02, -2.0341e-02, -1.1185e-01,\n", + " 2.2855e-02, 2.1275e-01, -1.4602e-01, 4.7515e-02, -1.3327e-01,\n", + " -1.8709e-01, 1.2670e-01, -7.9336e-02, 1.2110e-01, -8.0340e-02,\n", + " 2.4233e-01, 8.0648e-02, -4.1247e-02, -3.5967e-01, -1.4296e-01,\n", + " 1.9117e-01, 3.0106e-02, -7.6605e-02, -5.7340e-03, 4.5664e-02,\n", + " 7.5889e-02, -1.8742e-01, -2.0386e-01, 1.6283e-01, -6.9425e-02,\n", + " -1.6049e-01, -5.7655e-02, -2.0052e-01, 8.1097e-03, -2.5797e-01,\n", + " -2.7444e-01, -2.4259e-01, 4.1664e-02, -4.5014e-03, -3.6929e-02,\n", + " -1.1358e-01, 2.2968e-01, 1.3227e-01, 1.6550e-01, 2.1933e-01,\n", + " -1.7882e-02, 4.3336e-01, -1.0819e-04, -1.3611e-01, -1.7939e-01,\n", + " 5.6115e-03, -3.4520e-02, 3.4769e-01, 1.8248e-01, -3.8527e-02,\n", + " -3.1991e-02, 1.4986e-01, 2.6650e-01, 1.5600e-01, 7.5045e-03,\n", + " 2.9469e-01, -1.1569e-01, 1.5793e-01, 1.1181e-01, 1.7659e-01,\n", + " -2.7990e-02, -5.0408e-02, 2.1352e-01, -7.6224e-02, -1.4484e-02,\n", + " -1.7094e-01, 1.8936e-01, 9.8495e-02, -4.5197e-02, 4.7214e-02,\n", + " 6.3859e-02, -4.0698e-02, -6.5791e-02, 9.9525e-02, 1.0450e-01,\n", + " -2.0170e-02, -9.6091e-02, 1.4988e-01, 1.4765e-02, -1.5919e-02,\n", + " -1.5047e-03, -4.0305e-02, 1.6041e-01, -1.0113e-01, 2.2462e-02,\n", + " 4.9607e-02, -1.4022e-03, -8.4742e-02, 7.2395e-02, -9.7467e-02,\n", + " -1.2987e-02, -3.1381e-02, 8.3338e-02, 5.3445e-02, 3.7792e-02,\n", + " 1.7569e-02, -3.4602e-02, -1.1009e-01, -6.4932e-02, 6.8860e-03,\n", + " 1.6219e-01, -1.9488e-02, 2.0063e-02, 1.9374e-02, -1.7780e-02,\n", + " -2.4427e-02, 7.7272e-02, -1.1846e-01, -8.3675e-02, -3.3053e-02,\n", + " 2.0154e-02, -1.1923e-01, -4.3154e-02, 3.8559e-02, -8.1260e-02,\n", + " -5.5679e-03, 1.3790e-01, 9.5938e-02, -5.6148e-02, -7.7542e-02,\n", + " -4.8514e-02, -3.4478e-02, -1.3185e-01, -6.3449e-03, 3.0002e-02,\n", + " 5.1363e-02, -1.6005e-01, 1.4019e-02, 9.1899e-02, -9.2275e-02,\n", + " -1.0356e-01, 1.6721e-03, 4.3978e-02, 8.2166e-02, 4.7346e-02,\n", + " 3.5849e-02, -2.9597e-04, 3.7520e-02, -6.9860e-03, 1.3662e-01,\n", + " 6.2105e-02, -5.0778e-02, -5.8278e-02, 2.1261e-02, -7.6486e-02,\n", + " 1.6480e-01, -1.7464e-02, 4.9367e-02, -1.7308e-01, -2.7703e-02,\n", + " 8.7152e-02, -1.5671e-01, -1.4890e-02, 8.9527e-02, 3.1114e-02,\n", + " 5.0740e-02, -6.7318e-02, -9.9708e-03, -7.9353e-02, -8.7994e-02,\n", + " -6.1693e-02, 5.8653e-02, 6.0365e-02, -7.6828e-02, -7.2802e-03,\n", + " 3.5994e-02, -1.0353e-01, 6.5900e-02, -9.7121e-02, -4.6353e-03,\n", + " -2.6089e-03, -1.7748e-02, -1.3801e-01, 1.9654e-02, -1.1390e-02,\n", + " -5.0147e-02, -2.2391e-02, -3.9463e-02, 3.7840e-02, -4.4553e-02,\n", + " 1.2869e-01, -3.7323e-02, 1.4184e-02, -2.7705e-01, -5.4745e-02,\n", + " 8.8174e-02, -1.3834e-01, -1.0460e-01, 3.3374e-02, 1.2426e-03,\n", + " -6.0779e-02, 7.9967e-02, 2.5093e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.7404e-04, -1.2588e-03, -1.1473e-03, -1.5774e-03, 3.7122e-04,\n", + " -1.6006e-03, -1.2858e-03, 2.1347e-03, 2.6059e-03, 2.3023e-04,\n", + " -1.5696e-04, 3.9704e-07, 1.9270e-03, -6.8509e-04, 1.1900e-03,\n", + " 4.8603e-04, -2.7293e-04, 7.6222e-04, 2.4114e-03, 2.5822e-03,\n", + " 1.3979e-03, 1.0252e-03, 1.0934e-03, -1.8882e-04, 1.0269e-03,\n", + " 2.2611e-04, -2.6591e-03, 1.3309e-03, 8.2580e-04, 1.6736e-05,\n", + " 8.4421e-04, 2.0242e-03, -1.2197e-03, 6.1830e-04, -4.3593e-04,\n", + " 1.4927e-03, 1.6446e-04, 7.7612e-04, 8.6252e-04, 2.6958e-04,\n", + " 1.2160e-03, -2.3033e-03, 8.1252e-04, 9.7057e-05, -1.1393e-04,\n", + " 1.4878e-03, 2.6582e-04, -8.2377e-04, -6.3751e-04, -3.9005e-04,\n", + " 1.2240e-03, 1.9092e-03, -7.4230e-04, 1.7996e-04, -3.3075e-03,\n", + " -1.4921e-04, -6.2548e-04, 2.5741e-03, 1.3502e-03, -4.8460e-04,\n", + " -2.0815e-04, 9.4036e-04, 8.6680e-04, 8.3986e-04, 2.9530e-03,\n", + " 7.3515e-03, -8.7814e-03, -2.2257e-03, -1.5681e-02, -1.2732e-02,\n", + " -7.5432e-03, 2.0485e-03, 1.0588e-03, -3.7407e-03, -9.0035e-03,\n", + " 2.0660e-03, 1.6694e-03, -2.2018e-03, 2.2100e-05, -1.1841e-03,\n", + " -5.2800e-03, 1.5533e-03, -3.3125e-03, -1.1129e-02, -1.3667e-03,\n", + " -1.7781e-03, 4.1955e-04, 3.6366e-03, 9.7740e-04, -2.7378e-03,\n", + " 1.8880e-03, -5.6565e-03, -1.9816e-03, -5.5867e-03, 1.5902e-03,\n", + " -1.1446e-02, 2.8433e-03, 7.7603e-03, 4.9228e-03, 2.2700e-03,\n", + " -1.2404e-03, 4.0569e-03, 3.9637e-04, 1.2497e-02, 9.0623e-03,\n", + " -9.1915e-03, 4.3913e-03, -3.3922e-03, 1.2672e-02, 2.5620e-03,\n", + " -9.6501e-03, 1.1304e-02, -7.8996e-03, 1.5376e-03, -2.2243e-03,\n", + " -5.5850e-03, 2.2312e-04, -1.0415e-02, -9.9011e-03, -8.3401e-04,\n", + " -4.1396e-03, 8.3672e-03, 2.5322e-03, 5.7382e-03, -4.6564e-03,\n", + " -7.1773e-04, 6.1321e-03, 6.8671e-03, -1.3212e-03, 4.2811e-04,\n", + " -8.5581e-03, 4.1824e-03, -1.0669e-03, -3.5265e-04, -3.0775e-03,\n", + " 1.0204e-03, 1.0925e-03, -5.1922e-03, 6.6062e-03, 1.9422e-04,\n", + " 4.1572e-03, 2.7410e-04, 3.6554e-03, 5.5576e-04, -3.8635e-03,\n", + " 4.2402e-03, -2.7643e-03, 1.5327e-03, 7.9419e-03, 5.4816e-03,\n", + " 2.0955e-04, 6.7483e-03, 5.3392e-03, 2.2132e-03, 1.4605e-04,\n", + " 1.0432e-02, -3.0417e-03, 5.7344e-03, 5.1857e-03, -9.2886e-04,\n", + " -1.7344e-03, 5.4176e-03, 2.6520e-03, -3.0413e-04, 2.6313e-03,\n", + " 5.0926e-03, 2.7232e-03, -4.0100e-03, 4.7660e-03, -3.9250e-04,\n", + " -4.1240e-03, -7.3352e-03, 1.5799e-03, 2.3274e-03, -1.8178e-03,\n", + " 6.9346e-03, 6.5297e-04, 7.5615e-04, -1.1083e-03, -3.5697e-03,\n", + " -4.2567e-04, -4.2937e-04, 3.2031e-03, -7.6116e-04, 3.8940e-03,\n", + " 2.8842e-03, -1.9185e-03, 6.0472e-05, -1.2240e-02, -1.3636e-03,\n", + " -4.5994e-03, 1.0070e-03, -6.7086e-03, 3.0068e-03, 3.3338e-03,\n", + " -3.1299e-03, -3.7037e-03, 9.5071e-04, -2.8389e-03, 3.9201e-03,\n", + " 4.3378e-03, 3.1702e-03, 1.9959e-03, -8.3907e-04, 4.5024e-03,\n", + " -8.2176e-04, -2.4047e-03, -8.7010e-03, -5.8991e-03, 1.0660e-03,\n", + " -2.4523e-03, -8.8950e-04, 1.0414e-03, 5.9270e-03, -6.2894e-04,\n", + " 1.2197e-03, 2.4731e-03, 5.2120e-03, -3.8703e-03, -1.7750e-03,\n", + " 6.0657e-04, -7.5239e-03, 3.1207e-03, -1.8173e-03, 3.7503e-03,\n", + " -3.6688e-03, -1.8274e-03, -1.3945e-03, -3.6266e-03, -7.1070e-04,\n", + " 2.1840e-04, -9.6458e-04, 5.2122e-03, -9.4867e-04, -1.9268e-03,\n", + " 1.4580e-03, -6.6333e-03, -2.4228e-03, 1.5942e-03, -4.8333e-04,\n", + " -6.0015e-05, 3.0485e-04, 4.6629e-03, 8.0991e-03, -1.0281e-02,\n", + " -1.2800e-03, 2.1218e-03, 1.9758e-03, -9.8208e-04, 1.9060e-03,\n", + " 4.1155e-03, 2.8325e-03, -4.2867e-03, -3.9674e-03, -2.9298e-03,\n", + " 5.4093e-03, -2.0154e-03, -1.5694e-03, -2.0006e-03, 5.3183e-04,\n", + " 5.2783e-03, 1.0696e-03, -1.0955e-03, -4.3512e-04, 2.1558e-03,\n", + " 3.2640e-04, 2.9317e-03, -1.0648e-03, -5.5977e-03, 8.6387e-04,\n", + " 2.9393e-03, -9.3518e-04, 7.4964e-04, -1.1158e-03, -4.8705e-04,\n", + " 1.7399e-04, 4.2176e-03, -7.6998e-04, -2.8220e-03, -2.7946e-03,\n", + " -3.4033e-03, 5.5315e-03, 2.6536e-04, 5.5527e-03, 2.5920e-03,\n", + " -2.1235e-03, -3.0452e-03, -1.1622e-03, 1.0926e-03, -1.4817e-03,\n", + " 5.1113e-03, -5.0150e-03, -2.4461e-03, 3.0040e-03, -4.2107e-04,\n", + " 1.8510e-03, -1.3712e-03, -3.6967e-04, -5.2851e-04, 1.3772e-03,\n", + " 9.7582e-04, 2.1448e-03, -3.6100e-03, -1.1060e-03, -1.3219e-03,\n", + " -1.3313e-03, 1.0776e-03, -5.1947e-04, -8.2882e-04, 8.0234e-04,\n", + " 5.3239e-03, 5.2689e-04, -3.3398e-04, 4.7917e-04, 5.3853e-03,\n", + " -1.8218e-03, -5.2257e-04, -4.6807e-03, 6.8030e-03, -9.9770e-04,\n", + " 1.7153e-03, -9.2963e-04, -1.1896e-04, -1.3475e-03, -8.9352e-04,\n", + " -1.5381e-03, 1.9576e-03, -2.6633e-03, -3.0351e-03, 1.2891e-03,\n", + " -2.4442e-03, -2.0386e-03, 1.0048e-03, -1.9353e-03, 1.1216e-03,\n", + " -1.2045e-03, 2.1906e-05, 6.6192e-04, -4.7391e-04, 7.8579e-04,\n", + " -4.3994e-04, 1.0856e-03, -1.9781e-03, -1.2528e-03, -2.4785e-03,\n", + " -2.7827e-03, 4.9118e-05, -2.1496e-03, 3.1878e-03, 2.7277e-03,\n", + " -1.5282e-03, 3.5385e-03, -3.9277e-03, 2.0736e-03, 9.4708e-04,\n", + " 1.0869e-03, 3.4561e-03, 6.9838e-04, 2.8797e-03, -2.0315e-03,\n", + " 3.7598e-05, 1.0342e-03, -2.6388e-03, -1.4900e-03, -2.8550e-03,\n", + " -9.4815e-03, 1.2522e-03, -1.0384e-03, 7.0392e-03, 2.2888e-04,\n", + " -4.6006e-03, 5.3384e-03, -3.2362e-03, -8.0140e-05, -1.2643e-03,\n", + " -2.0813e-03, 2.0617e-03, 1.4345e-03, 3.5004e-03, -7.1350e-03,\n", + " -3.2065e-03, -4.4945e-03, 5.7621e-05, -2.5076e-03, -4.9606e-03,\n", + " -1.0253e-03, -9.9531e-03, -2.0155e-03, -3.6595e-03, -1.0454e-03,\n", + " 4.3004e-03, 4.4973e-03, 3.3851e-03, 1.0009e-02, 7.1742e-03,\n", + " 8.9558e-04, 7.8043e-03, 4.7166e-03, -6.8387e-03, -7.7842e-03,\n", + " 3.5828e-03, 2.9842e-03, -9.2696e-03, -1.1123e-02, 4.7572e-03,\n", + " -4.9595e-04, 3.1656e-03, 4.8235e-03, 1.2839e-02, -1.0335e-03,\n", + " 1.0549e-03, -5.1632e-03, -1.3796e-02, -8.8386e-03, 6.9549e-04,\n", + " -7.3569e-03, 6.7220e-03, -2.5032e-03, 3.8735e-04, -1.3323e-03,\n", + " 8.1598e-03, -3.8145e-03, -1.0083e-03, 5.7140e-03, 3.3885e-03,\n", + " 4.4935e-03, 5.9898e-03, -2.7178e-03, -1.1742e-03, -4.0949e-03,\n", + " 2.7059e-02, -5.3499e-03, -3.9488e-03, -1.6030e-02, 4.6900e-03,\n", + " 3.1251e-03, 4.9627e-03, -8.9747e-04, -1.2425e-02, -1.0612e-02,\n", + " 3.9615e-03, 1.4148e-02, 5.5420e-03, -1.4959e-03, -1.2697e-03,\n", + " -2.9067e-05, -1.1078e-02, -6.4798e-03, -1.4425e-03, 3.2386e-03,\n", + " -4.5203e-03, -4.7661e-05, 2.2346e-03, -3.6679e-03, -2.3505e-03,\n", + " 7.1570e-03, 1.6732e-04, 2.2284e-03, 5.2708e-03, -3.9921e-03,\n", + " 2.4351e-03, -2.3364e-03, 2.2959e-03, -1.5540e-03, -5.4227e-04,\n", + " 6.6650e-04, -3.5923e-03, -2.2177e-03, -4.7717e-03, -4.4100e-03,\n", + " 8.9069e-04, 2.2355e-03, -1.4054e-02, -6.9180e-04, 1.8625e-03,\n", + " 4.8195e-03, 9.4088e-04, 2.1457e-03, 5.3430e-03, -8.4594e-05,\n", + " 3.5488e-03, 5.1082e-03, 1.5432e-03, 4.5595e-03, 2.6207e-04,\n", + " -3.2125e-03, -2.1432e-03, 1.0485e-04, -5.5546e-03, 1.3306e-03,\n", + " -4.2718e-03, 1.5136e-03, -8.6525e-04, -3.9487e-03, 3.5342e-04,\n", + " 3.1755e-03, 3.9294e-04, 4.0350e-04, 3.3722e-03, -2.6222e-03,\n", + " 7.7682e-03, 1.2063e-03, -4.7054e-03, 4.1521e-03, -4.1816e-05,\n", + " 2.1412e-03, -9.8840e-04, -3.0209e-03, 8.0042e-04, 4.0137e-04,\n", + " 1.1542e-03, 3.0745e-03, -2.7336e-03, 2.4953e-03, -3.7783e-03,\n", + " -9.4295e-03, 1.1284e-03, 2.6593e-05, -3.2521e-03, -3.2917e-03,\n", + " -3.3336e-03, -6.3846e-03, -2.4765e-03, 3.3490e-03, 1.1983e-03,\n", + " -8.5744e-04, 8.7545e-04, 3.2643e-03, 1.4568e-03, -7.5725e-04,\n", + " -1.3308e-03, 1.9447e-03, -2.2176e-03, 1.8220e-03, 3.4808e-04,\n", + " -1.8928e-03, -2.1325e-03, 3.6456e-03, -2.3623e-04, 2.0456e-04,\n", + " -2.1733e-03, -1.7313e-03, -3.8483e-04, -1.0643e-03, -3.7681e-03,\n", + " -4.2067e-03, 1.3356e-03, 7.4226e-03, 3.8610e-03, -7.9531e-04,\n", + " -3.1594e-03, 4.5245e-03, -4.9977e-03, 7.3538e-05, 3.7304e-03,\n", + " -1.4721e-03, -1.6277e-03, 3.0372e-04, 2.3181e-03, -2.5115e-03,\n", + " 4.9861e-03, -5.6379e-03, 9.0250e-03, 3.7849e-03, -1.5272e-03,\n", + " 5.3438e-03, 1.2353e-03, 1.2184e-03, -1.3335e-03, 2.9982e-03,\n", + " -3.0503e-04, 3.6100e-03, -1.0318e-03, -1.8381e-04, 1.0021e-02,\n", + " -4.4460e-03, 1.2771e-03, -5.3419e-04, -2.2291e-03, 4.1236e-03,\n", + " 8.2044e-06, -1.3642e-04, 1.8492e-03, 1.0303e-03, -2.9469e-03,\n", + " -1.2434e-03, 2.3065e-03, -1.2588e-03, -3.9710e-03, -1.5354e-03,\n", + " 2.5833e-03, 1.8544e-03, -3.6697e-03, 1.4370e-03, -3.3918e-03,\n", + " 1.6743e-03, 1.2940e-03, 1.2178e-03, 3.3055e-05, -5.8780e-04,\n", + " 8.1399e-04, -3.7657e-03, -2.9502e-03, -1.0605e-03, -1.7839e-03,\n", + " -2.3763e-03, 7.4690e-04, 1.1420e-03, -2.9665e-03, -5.4577e-04,\n", + " 5.2626e-04, -1.4302e-03, 9.0408e-04, -1.5251e-03, 5.4394e-04,\n", + " -6.1581e-04, -7.4684e-04, -1.1509e-03, -2.5955e-03, -6.5960e-04,\n", + " -5.4389e-04, 8.6318e-04, 6.1947e-04, 2.8966e-03, -6.4006e-04,\n", + " -1.4454e-03, -3.7816e-03, 4.0726e-03, -4.2581e-04, 4.3852e-04,\n", + " 2.7190e-03, 8.0055e-04, 2.0846e-03, 2.8046e-03, 1.5042e-03,\n", + " -2.9643e-04, 6.7245e-04, -4.1372e-04, -9.1714e-04, 4.0905e-04,\n", + " 1.1375e-02, -5.3907e-03, -4.5194e-03, -9.0014e-03, -5.4129e-03,\n", + " -7.5819e-03, 1.4158e-03, 2.7934e-04, -1.4513e-03, 3.9897e-03,\n", + " 4.1225e-03, 9.9694e-03, -1.9413e-03, 8.6142e-03, 3.9912e-03,\n", + " -1.1898e-03, -4.5567e-03, -3.8132e-03, 3.9421e-03, -1.8724e-03,\n", + " -1.7701e-03, -5.3222e-03, -2.9547e-03, -8.7858e-04, 7.6030e-03,\n", + " -1.5188e-03, 8.7118e-03, -9.1216e-04, 6.2706e-03, 1.1588e-02,\n", + " -4.6484e-03, 7.8424e-04, -7.7764e-03, -9.8213e-03, -1.0176e-02,\n", + " -2.3112e-03, 1.2980e-03, 2.9476e-03, -4.6623e-03, 6.9110e-03,\n", + " -4.1173e-04, -3.0141e-03, -2.9359e-03, -6.1149e-03, -4.3865e-03,\n", + " -6.6089e-03, -1.3536e-03, 3.8104e-03, -2.7850e-03, -6.3949e-03,\n", + " -7.2148e-03, 1.0149e-02, 5.0911e-04, 3.8082e-03, -2.4232e-03,\n", + " 6.0297e-03, 2.0040e-03, -8.2974e-03, -4.9615e-04, 1.1149e-02,\n", + " 1.1830e-02, -7.6186e-03, -4.1363e-03, 1.3683e-03, 2.4726e-03,\n", + " 4.5970e-05, 2.2060e-03, 8.4481e-05, -1.0033e-03, 2.4136e-03,\n", + " -1.7947e-04, -2.2575e-03, -1.1176e-04, -5.2018e-03, 2.7927e-03,\n", + " 4.8909e-03, -2.2111e-04, 1.0544e-03, 1.5896e-03, -2.3207e-03,\n", + " -3.3150e-03, 3.2254e-03, 2.2644e-04, -6.6531e-03, -4.2760e-03,\n", + " 4.1232e-03, 1.9223e-04, -5.3164e-04, 2.9523e-03, 4.6592e-03,\n", + " 1.8082e-03, 1.2443e-03, 5.2088e-03, -7.0937e-04, 3.5034e-04,\n", + " 1.4102e-03, 1.8032e-03, 3.7917e-03, 1.4276e-03, 3.0090e-03,\n", + " -1.0065e-02, 2.1480e-03, -3.1672e-03, 9.3118e-04, 1.7946e-03,\n", + " 6.2906e-03, -3.8269e-03, -1.3125e-03, 4.3887e-03, 1.6181e-03,\n", + " 3.2501e-03, -4.4193e-03, -9.1651e-03, 2.1497e-03, -1.6969e-04,\n", + " 4.4304e-04, 2.5693e-04, -1.8238e-03, 1.4524e-03, -1.7985e-04,\n", + " 3.7829e-04, -1.0810e-03, 9.8886e-04, -1.6472e-03, -2.6024e-03,\n", + " -7.1708e-04, 3.7721e-03, 1.0626e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.7287e-02, 4.9791e-02, 8.3265e-02, 4.1509e-02, 6.0096e-01,\n", + " 1.1790e-01, -5.1697e-02, -6.4667e-02, -2.9898e-02, -4.1653e-02,\n", + " 7.8581e-02, 8.0512e-02, 2.8597e-03, 1.7697e-01, -5.0268e-02,\n", + " -1.5632e-01, -2.2312e-02, 1.4786e-02, 2.5321e-02, -2.3893e-02,\n", + " -1.9154e-01, -7.9178e-02, 5.1470e-02, 3.3449e-02, -3.2827e-02,\n", + " 1.1585e-01, 9.2792e-02, -1.1882e-01, 2.3169e-01, -1.2738e-02,\n", + " -1.3106e-01, -4.0138e-02, 7.4085e-02, -5.4727e-02, -1.5124e-01,\n", + " -7.4553e-02, 1.1593e-01, 8.2598e-02, -1.3784e-01, 8.3251e-02,\n", + " 1.2105e-01, 1.6121e-02, -5.6186e-02, -3.9316e-02, 5.2764e-02,\n", + " 6.8288e-02, -1.1403e-01, 4.3091e-02, -2.5927e-01, 1.6726e-01,\n", + " 1.8306e-01, 5.6655e-02, -3.7470e-02, -2.7923e-02, -9.3031e-02,\n", + " -7.7830e-03, 4.2595e-02, -1.1148e-02, -9.9394e-02, -3.1054e-02,\n", + " 4.1911e-02, -4.4094e-02, -2.5885e-02, 7.1226e-02, 8.2339e-03,\n", + " -6.9957e-03, 2.8895e-02, -1.3136e-02, 6.7789e-03, -9.6978e-03,\n", + " 8.9551e-03, -1.1822e-02, 1.3865e-02, 1.2104e-03, -1.1366e-02,\n", + " 1.3582e-02, -2.6825e-02, 1.8130e-03, -5.7155e-03, 7.2644e-03,\n", + " 1.1769e-02, 1.6907e-02, -1.7890e-02, -2.4963e-03, -3.1410e-03,\n", + " 1.4650e-02, -3.3544e-03, -9.3068e-03, -2.1822e-02, 1.9732e-02,\n", + " 1.3710e-02, -8.8011e-03, 1.2938e-02, -2.0676e-02, 2.5753e-03,\n", + " 6.1490e-03, -5.6659e-02, 3.0471e-02, -2.3042e-02, 4.6591e-02,\n", + " -8.6147e-04, 4.2650e-04, -3.0253e-02, 2.0131e-02, 2.0916e-02,\n", + " 1.8337e-02, -2.1184e-02, -1.6051e-02, 7.2532e-03, 1.6914e-02,\n", + " 4.4483e-03, 4.7432e-02, -2.1677e-02, -1.8879e-02, 3.6750e-02,\n", + " 5.0616e-03, -5.9059e-02, -1.2584e-02, 6.0803e-03, 1.6429e-02,\n", + " 2.2120e-02, -2.8895e-03, -1.5210e-02, 6.2408e-03, 3.6205e-02,\n", + " -2.3679e-02, -9.4773e-03, 2.3393e-02, 2.0147e-02, 2.6619e-02,\n", + " 1.3941e-02, 1.1835e-03, -3.8491e-02, 1.7611e-02, 8.0677e-03,\n", + " -8.4905e-03, -8.1067e-03, 2.6892e-02, 2.0398e-03, -1.3383e-03,\n", + " -2.4437e-02, -3.5107e-02, -1.9450e-02, -3.0346e-02, -7.7227e-03,\n", + " -1.6149e-02, 9.9498e-03, 2.9700e-02, 1.6986e-02, -2.4256e-03,\n", + " -7.5730e-03, -2.0657e-03, 1.4714e-02, -6.7601e-02, -1.2310e-02,\n", + " -1.1018e-02, -8.4921e-03, 2.5526e-02, -2.9265e-02, 2.5952e-02,\n", + " -1.1552e-02, -3.8504e-03, -1.7120e-02, -2.6905e-03, 2.3544e-02,\n", + " -4.0557e-03, -1.7421e-03, 9.6553e-03, 2.4586e-02, -5.9130e-02,\n", + " 4.8184e-02, 1.2645e-03, -4.5006e-02, -3.3963e-03, 3.0006e-02,\n", + " 2.5095e-02, 1.3807e-02, -2.2436e-02, 8.2383e-03, -2.4232e-03,\n", + " -2.0755e-03, -6.4402e-03, -8.8622e-03, -2.7821e-02, 1.9170e-02,\n", + " -7.5657e-02, 5.1933e-03, 4.5377e-03, -1.7818e-03, 1.0704e-02,\n", + " -1.8380e-02, -7.7973e-02, 1.4548e-02, 1.3987e-02, 1.6128e-02,\n", + " 2.8805e-02, -2.8414e-02, -3.2710e-02, 2.2167e-03, 1.3998e-02,\n", + " 8.3047e-03, -6.5309e-03, -4.8918e-03, -1.6262e-02, 4.4719e-03,\n", + " 3.0584e-02, 9.6954e-03, -1.5809e-02, 4.8900e-03, -1.2303e-02,\n", + " -3.8155e-02, -4.5231e-03, 1.4789e-02, -2.1361e-02, 9.6031e-03,\n", + " -1.5813e-02, -1.4500e-02, 1.7022e-03, -9.2936e-03, -1.8704e-02,\n", + " -3.2453e-02, 8.9748e-03, -1.5058e-02, -1.9926e-03, 3.8217e-02,\n", + " 2.4341e-02, -1.9014e-03, -7.8078e-03, -1.3882e-02, 1.5793e-03,\n", + " -3.1843e-03, 2.9864e-02, -3.6989e-03, 5.9319e-03, 2.1758e-02,\n", + " 2.0171e-02, 9.8291e-03, -9.0427e-03, -2.4246e-02, 1.8080e-02,\n", + " -2.2436e-02, -3.0099e-03, 3.1909e-03, -3.2967e-03, 1.2116e-02,\n", + " 3.1777e-02, 2.5786e-02, -7.0497e-03, -5.4866e-04, -1.4277e-02,\n", + " 2.4366e-02, 1.1681e-02, -7.7147e-04, 3.5347e-02, 4.9566e-03,\n", + " 1.5734e-02, 5.3814e-02, 6.6253e-02, 1.5260e-02, -6.2852e-03,\n", + " 8.7012e-04, -1.1533e-02, 1.3700e-02, 1.8100e-02, 5.1305e-03,\n", + " -4.5341e-02, 2.6614e-02, 5.1058e-03, -1.2338e-02, 9.6169e-03,\n", + " 1.2178e-02, 2.3898e-02, -3.4008e-03, -1.3541e-02, -4.6236e-02,\n", + " -1.2860e-02, 8.1930e-02, -2.9549e-02, -2.8335e-02, -1.5658e-02,\n", + " 5.8807e-03, 3.9095e-02, 1.4396e-02, 1.1047e-02, -1.1840e-02,\n", + " 2.1726e-02, -1.0909e-02, -9.6451e-03, -6.2260e-03, -1.9762e-02,\n", + " -3.2674e-03, -1.1110e-02, 1.0579e-02, 8.8250e-03, 2.6650e-03,\n", + " 9.3656e-03, -9.1129e-03, 8.0875e-04, -4.2095e-02, 9.6901e-03,\n", + " 2.9607e-02, 1.3881e-03, 1.2147e-02, 2.6924e-02, 9.3387e-03,\n", + " 2.1785e-02, 1.9574e-03, -3.6381e-02, 5.9287e-02, -3.1456e-02,\n", + " -8.0430e-03, 3.5592e-02, 2.7217e-02, 1.3794e-02, 1.0869e-02,\n", + " -6.8967e-05, -2.1509e-03, 4.0042e-03, 1.5682e-02, 3.5683e-02,\n", + " -1.6868e-02, 2.8204e-02, 2.0774e-03, 3.1274e-02, 5.3915e-03,\n", + " 3.5079e-03, 1.2604e-02, -1.8328e-02, -1.3841e-02, 4.0029e-03,\n", + " -1.4345e-02, -4.0305e-02, -3.4709e-02, -6.5818e-02, 3.0571e-02,\n", + " 5.9736e-02, -1.5138e-04, -6.2900e-03, 2.3161e-03, 3.7203e-03,\n", + " 8.7522e-03, 9.4336e-03, 2.2141e-02, 6.1876e-02, 1.5201e-02,\n", + " -2.6197e-02, -1.5275e-02, 1.4666e-02, 3.1003e-02, 2.0096e-02,\n", + " 1.8053e-02, -4.6359e-03, -5.5217e-03, 1.7420e-02, -4.1682e-03,\n", + " 9.6149e-03, -2.5687e-02, 3.4605e-02, 2.3024e-02, -5.1729e-03,\n", + " 1.7829e-02, -1.9494e-03, 1.7706e-03, -2.1860e-02, -6.4642e-03,\n", + " -1.2361e-02, -1.6930e-02, -1.8089e-02, 9.7880e-03, 1.1181e-02,\n", + " -2.0819e-02, -2.1102e-03, 1.1364e-02, 1.6067e-02, 3.4855e-02,\n", + " -1.0402e-02, -4.7724e-03, -3.5045e-02, -3.0022e-02, 1.6148e-02,\n", + " -1.1554e-02, 7.8038e-03, 1.4155e-02, 1.8739e-02, -4.9844e-02,\n", + " -2.5400e-03, 5.6485e-02, 6.7981e-02, 2.3588e-02, -1.1036e-02,\n", + " -4.9791e-02, 4.3072e-02, 2.8510e-02, -3.9056e-02, 8.2317e-02,\n", + " -2.9248e-02, 2.9830e-02, 8.4907e-02, -2.4034e-02, -8.5324e-02,\n", + " 6.7229e-03, 1.2439e-01, 1.6905e-02, -1.7143e-02, 8.9796e-03,\n", + " -3.5036e-03, 7.6047e-02, -1.4945e-02, 2.9176e-02, -1.0537e-02,\n", + " -6.0463e-02, -3.6875e-02, -5.5154e-02, -1.3591e-01, -5.7863e-02,\n", + " 4.3362e-02, 3.0284e-02, 1.8011e-02, -1.1662e-01, 1.0871e-01,\n", + " -4.5602e-02, -1.1630e-01, 7.4375e-02, -6.0752e-03, 4.3573e-02,\n", + " 4.4427e-02, -4.4497e-03, -7.4943e-02, 3.5942e-02, 1.4007e-01,\n", + " 4.6678e-02, 1.1002e-02, 1.1177e-01, 8.4117e-02, -7.7734e-02,\n", + " 1.3111e-02, 9.5788e-02, -1.1979e-01, 7.1605e-02, 1.0105e-01,\n", + " 2.5815e-02, 2.2561e-02, -3.5290e-02, 3.0095e-02, 1.0557e-01,\n", + " -9.2836e-02, 6.0454e-02, -1.9622e-02, -3.4648e-02, -8.5398e-03,\n", + " -1.0131e-02, -2.8317e-02, 7.2339e-03, -6.4337e-03, -1.1756e-02,\n", + " -1.7910e-02, -4.9837e-02, 1.0962e-02, -1.4729e-02, -1.7618e-02,\n", + " 2.6013e-02, -2.6635e-02, -2.8916e-02, 6.0290e-03, -3.3555e-05,\n", + " 9.0437e-03, -3.7278e-02, -6.5664e-03, -1.7826e-02, 3.4572e-02,\n", + " -5.8519e-03, -2.5446e-02, -1.3469e-02, 1.0325e-02, -2.2668e-02,\n", + " -2.3259e-02, 9.9366e-03, 6.0188e-03, 1.4046e-03, 2.7465e-05,\n", + " 9.6287e-03, -5.7437e-03, 1.6413e-03, -4.9152e-03, -2.1787e-02,\n", + " 8.6032e-03, -1.9788e-02, 1.0766e-02, -1.7140e-02, 1.2596e-02,\n", + " 7.6447e-03, -1.3978e-02, 1.2535e-02, -2.3806e-03, 1.6328e-02,\n", + " 1.2263e-02, 2.9830e-02, 9.0435e-03, -5.5867e-04, 1.1941e-02,\n", + " -4.2297e-03, 2.1977e-02, 2.1856e-02, -1.3139e-02, 8.0697e-03,\n", + " 6.4416e-03, -6.4205e-03, 1.7959e-02, 3.0434e-02, -5.0743e-03,\n", + " -1.4288e-02, 2.5150e-03, 4.7890e-03, -5.7173e-03, -3.0283e-03,\n", + " -7.0531e-04, 5.2462e-03, 9.9965e-03, 1.2281e-02, -1.6542e-02,\n", + " -1.6991e-02, 4.3309e-03, 3.4637e-03, 1.1859e-03, 2.0139e-02,\n", + " -1.6457e-02, 1.5384e-03, -8.9258e-03, -3.2981e-02, -2.4582e-03,\n", + " 5.2961e-03, -1.9531e-02, 6.3802e-03, -1.8375e-02, 9.7773e-03,\n", + " 2.7131e-02, 1.1904e-02, 8.4118e-04, -1.7703e-03, 4.7391e-03,\n", + " -8.9085e-03, 2.0070e-03, -3.9450e-02, -4.0414e-03, -1.3401e-02,\n", + " 2.2631e-02, -1.0100e-02, -1.2676e-02, -4.7133e-03, -4.0219e-03,\n", + " -3.0374e-02, 4.6456e-02, -2.9318e-03, 6.6423e-03, -3.4435e-03,\n", + " -4.1092e-02, 1.3038e-02, -1.0045e-02, -3.8389e-02, 1.3296e-02,\n", + " -3.5341e-02, -2.4462e-02, 7.4716e-03, 1.6643e-02, -1.6121e-02,\n", + " -3.6946e-03, -4.7915e-02, 9.6824e-04, -3.1578e-03, 4.2914e-03,\n", + " -3.0542e-02, -3.3629e-03, 1.8618e-02, -3.0372e-02, -2.4325e-02,\n", + " -2.7623e-02, 1.1997e-01, 1.2112e-01, 5.9877e-02, -6.3747e-03,\n", + " -1.3565e-01, 1.1169e-01, 8.2555e-02, 1.9919e-01, 5.3976e-02,\n", + " -6.6667e-02, 1.2670e-01, 2.4979e-01, 4.9795e-01, -1.6255e-01,\n", + " 6.1454e-02, -4.8795e-02, -5.4642e-02, 4.6753e-02, -1.4808e-01,\n", + " 8.4542e-02, 9.8602e-02, 7.9922e-02, -5.7743e-02, 5.1177e-03,\n", + " 2.2629e-03, 9.1716e-02, 1.2471e-01, 2.5122e-01, -8.6294e-02,\n", + " -2.7660e-02, -6.2069e-02, 9.1943e-02, 8.0940e-02, -1.1600e-01,\n", + " 1.5274e-01, -1.0685e-01, -1.0784e-01, 9.4156e-02, 1.0244e-01,\n", + " -1.5173e-01, 2.5431e-01, 7.0315e-02, -4.1709e-02, 2.8154e-02,\n", + " -1.9466e-01, -2.8196e-01, 5.9498e-02, -1.4622e-01, -3.6270e-02,\n", + " -5.4226e-02, 1.2514e-01, -1.2210e-01, 2.0318e-01, -1.0626e-02,\n", + " 1.0993e-01, -6.9952e-04, 8.5744e-02, -1.8246e-02, 1.2371e-02,\n", + " 1.8902e-01, -1.0562e-01, -4.0003e-03, -6.5804e-02, -5.9321e-02,\n", + " 4.1583e-03, -2.2929e-02, 4.9534e-03, 1.4159e-02, -9.9549e-03,\n", + " 5.8489e-03, 8.6914e-03, 2.0882e-02, 1.7646e-02, -2.0009e-03,\n", + " 1.4503e-02, -1.2521e-02, 2.3421e-02, -1.4101e-02, 1.0345e-03,\n", + " -7.0276e-03, -7.7057e-03, -8.3659e-03, -1.4582e-02, 4.6263e-03,\n", + " -1.7407e-02, -2.9133e-03, -1.4152e-02, 2.4482e-02, 1.1526e-01,\n", + " 4.4127e-02, 3.2660e-02, 1.3819e-03, 1.2525e-02, -6.4538e-03,\n", + " -2.9977e-03, 4.1446e-03, -2.8641e-03, 3.9541e-02, 5.2517e-02,\n", + " -4.1160e-03, -1.5514e-02, 2.2043e-02, -1.4309e-02, -1.0676e-02,\n", + " 1.0146e-02, -3.4616e-02, 1.6988e-02, 1.7965e-02, 2.5967e-03,\n", + " -2.2258e-03, 1.3444e-02, -3.6289e-02, -9.0963e-03, 8.7385e-03,\n", + " -3.6332e-02, -1.1353e-02, -1.9618e-02, -1.5581e-02, -2.0587e-02,\n", + " 2.5141e-03, -6.6315e-03, -5.7271e-03, -1.3071e-02, -1.1392e-02,\n", + " 1.6857e-02, 5.0379e-03, -5.1936e-02, -1.1505e-02, 4.9432e-03,\n", + " -1.3449e-02, -1.4002e-02, 1.8849e-03, 1.3016e-02, -8.2392e-03,\n", + " -1.0678e-02, -9.3886e-04, -2.6065e-03, 2.0240e-02, 1.5540e-02,\n", + " -6.5652e-03, -4.5695e-02, -2.5955e-02, -1.4781e-02, -7.0643e-03,\n", + " 9.7755e-03, 1.6408e-02, 2.1428e-02, 4.8015e-02, 1.8225e-02,\n", + " 1.1666e-02, -3.7776e-03, -1.6595e-02, -1.7358e-02, 4.7268e-04,\n", + " 2.5036e-02, -2.4376e-03, 1.9243e-02, -1.6308e-02, -1.3249e-02,\n", + " 2.6715e-02, -6.7190e-03, 5.0726e-03, 1.3932e-02, -1.1491e-02,\n", + " 1.2883e-02, -1.1271e-02, -1.9929e-02, -4.7170e-03, 7.2903e-03,\n", + " 1.5961e-02, 2.0881e-02, 3.3534e-03, -1.2525e-02, 5.0648e-03,\n", + " -6.0930e-04, -2.2646e-02, 1.1428e-02, -2.8179e-02, -9.3999e-03,\n", + " -3.5837e-02, -4.6871e-03, 4.7867e-03, 1.4517e-02, -1.2112e-02,\n", + " 6.5886e-03, 3.1230e-03, 6.2147e-03, 6.1958e-03, 1.5943e-02,\n", + " 2.2345e-02, -1.7281e-02, -2.6437e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.7540e-02, 1.2263e-01, -5.7336e-02, 6.8446e-02, 8.7978e-03,\n", + " 1.3266e-03, -5.1854e-02, 2.0970e-02, -3.4019e-02, 4.0852e-02,\n", + " 2.3262e-02, 6.3489e-03, 8.6623e-02, -1.9657e-01, 4.0184e-02,\n", + " 7.3033e-02, 1.2684e-02, -1.0108e-01, 3.1360e-02, -1.0253e-01,\n", + " -1.7753e-01, -2.2048e-02, -2.0248e-02, -1.1360e-01, -4.0351e-02,\n", + " -4.1465e-02, -1.5699e-01, 6.6717e-02, 1.4711e-02, 5.7473e-02,\n", + " 8.7037e-02, -1.5591e-01, 6.6193e-02, 1.7482e-03, 3.9780e-02,\n", + " 1.2782e-01, 1.1984e-01, -7.7321e-02, -3.7583e-02, -1.1794e-02,\n", + " -3.9365e-02, 1.3583e-02, 1.2817e-02, -4.2717e-02, 8.1062e-02,\n", + " -1.2161e-01, -6.5247e-03, 2.6528e-02, 3.3576e-02, -7.7188e-03,\n", + " 5.5730e-02, -1.3026e-02, 2.9698e-02, 5.0540e-02, 1.1023e-01,\n", + " -1.0374e-01, -1.3030e-01, -6.7519e-02, -3.6621e-02, -1.1981e-02,\n", + " 1.0854e-01, 1.5355e-01, -3.7133e-02, -4.8626e-03, -3.0432e-02,\n", + " -7.7287e-02, -4.6304e-02, -7.5059e-02, -1.1741e-01, -4.0540e-02,\n", + " -2.3338e-02, 9.0035e-02, -1.5079e-03, -1.5664e-01, 1.5767e-03,\n", + " -1.1738e-01, 4.5533e-02, -1.4137e-01, 5.6403e-03, -1.1594e-01,\n", + " 3.7226e-02, 3.9491e-02, -1.8993e-03, -3.7499e-02, -2.7781e-02,\n", + " -8.2534e-02, 1.2223e-01, -1.2625e-01, -2.8965e-02, -3.4257e-03,\n", + " -5.1691e-02, 4.5579e-03, -1.0426e-01, 9.3651e-02, 1.9618e-02,\n", + " -3.2472e-02, 1.3807e-01, 1.6597e-01, 8.8129e-02, -5.8964e-02,\n", + " -8.2523e-02, -1.6699e-02, -7.9624e-02, 1.6308e-01, 4.0627e-02,\n", + " -4.1690e-01, 9.2895e-03, -2.7027e-03, -6.5441e-02, -8.1489e-02,\n", + " -4.9817e-03, -2.6756e-02, 1.1009e-01, 1.0085e-01, 3.6378e-02,\n", + " 8.2597e-02, -1.1059e-01, 5.7258e-02, -1.9306e-02, -1.5809e-01,\n", + " -1.5641e-01, 5.1200e-02, -7.9445e-03, 1.1922e-01, 1.8417e-01,\n", + " 4.5088e-02, 1.8617e-01, -8.3404e-02, 6.6406e-02, 2.6715e-01,\n", + " 3.6952e-02, -5.9931e-03, 2.7987e-01, -5.6382e-02, 7.6974e-02,\n", + " 1.6941e-03, -2.9642e-02, -7.0214e-02, 4.2471e-02, -2.8239e-02,\n", + " 1.6581e-02, -5.4206e-02, -6.5348e-02, 1.4619e-01, -1.0648e-01,\n", + " 2.7693e-02, 5.6448e-02, 9.5720e-02, -7.5457e-02, -1.0486e-02,\n", + " -4.6856e-02, 7.4211e-02, -8.5380e-02, -2.9901e-02, 8.4354e-02,\n", + " -1.2946e-02, 1.5922e-02, -1.0775e-01, 3.6961e-02, -3.9988e-02,\n", + " 8.7652e-02, -9.2112e-03, 1.4366e-01, 3.4629e-02, -2.2608e-02,\n", + " -4.8225e-02, 9.3311e-03, -5.0890e-02, 4.1301e-01, 1.2579e-02,\n", + " 9.3492e-02, 1.5349e-01, 2.3399e-03, 5.7280e-03, -9.5694e-03,\n", + " 1.3860e-01, 8.6894e-02, -1.2516e-02, 9.3894e-02, -1.7094e-01,\n", + " 5.9576e-03, 1.9580e-02, 6.3787e-02, -2.1084e-02, -3.2021e-02,\n", + " 1.7562e-01, 6.1382e-02, -1.6552e-02, -1.4443e-01, -1.2238e-01,\n", + " -1.4351e-01, 3.6748e-02, 4.5554e-02, -3.4537e-02, 1.2425e-01,\n", + " 7.0692e-02, -6.1973e-02, -7.1437e-02, -1.7702e-01, 1.4290e-01,\n", + " 7.5777e-02, -6.8644e-02, -2.7663e-01, -3.2688e-02, -2.3697e-02,\n", + " -9.3547e-02, -3.7134e-02, -1.8090e-03, 5.5838e-03, 1.2802e-01,\n", + " -2.6122e-02, -1.3403e-02, -4.1629e-02, -9.2052e-02, 4.2197e-02,\n", + " 2.6519e-01, -1.8984e-02, 1.2236e-02, -2.4168e-01, 6.7809e-02,\n", + " 6.6498e-02, -6.5721e-02, -1.7879e-02, -2.0273e-02, -1.4405e-02,\n", + " -1.2652e-01, -1.4723e-01, 2.1592e-01, -1.0441e-01, -5.8908e-02,\n", + " 1.6181e-02, -9.4037e-03, 4.6360e-02, -4.2267e-02, 4.1405e-02,\n", + " -6.1307e-02, -2.5999e-01, -1.0078e-01, -3.7156e-02, -1.1395e-01,\n", + " -1.7866e-01, 7.0054e-02, 1.0308e-01, 1.4682e-01, -1.0431e-02,\n", + " -2.1751e-01, 6.3866e-03, -6.2991e-02, 2.9378e-02, 1.4703e-01,\n", + " 3.9315e-02, 5.1490e-02, -7.9974e-03, 1.9558e-02, 9.2144e-03,\n", + " -1.1121e-01, -9.5410e-03, 1.2889e-01, 2.9236e-02, 5.3436e-02,\n", + " 3.7109e-03, 4.6282e-03, 3.1559e-02, -1.6299e-04, -1.3072e-02,\n", + " 3.1933e-02, -5.5715e-02, 8.3879e-03, -5.4036e-02, 1.5988e-02,\n", + " 5.8084e-03, 3.4011e-02, -4.6364e-02, 9.6751e-02, 4.6846e-02,\n", + " -7.6728e-02, 6.0279e-02, 1.3785e-01, 8.4595e-02, 1.6494e-01,\n", + " -1.1012e-01, -3.7961e-02, -1.0580e-02, 2.1604e-01, 1.9907e-02,\n", + " 1.5640e-02, -7.6484e-02, -1.5652e-02, 1.4399e-02, 7.4343e-02,\n", + " -3.7000e-03, 1.2529e-01, 8.7313e-02, -5.1442e-02, -2.1401e-02,\n", + " -7.3289e-02, -1.2675e-01, 4.6271e-02, 2.6020e-02, 4.8183e-03,\n", + " 8.4969e-03, 9.2141e-02, 1.2271e-01, 6.6470e-02, 7.2081e-03,\n", + " -7.3660e-02, -2.2926e-02, -3.2265e-02, 1.4359e-01, -1.7297e-02,\n", + " 1.2398e-01, -1.4042e-01, -2.4006e-02, 1.3451e-02, -8.8161e-02,\n", + " 2.0680e-01, -2.6627e-02, -2.5379e-02, 5.0795e-03, 2.2739e-01,\n", + " 5.6375e-02, 1.1135e-01, 5.1518e-02, -3.1248e-02, -4.7450e-02,\n", + " -1.1646e-01, 3.1425e-02, -6.5057e-02, -7.4752e-02, -6.4738e-02,\n", + " 1.0593e-01, -3.7487e-01, 6.6167e-02, -4.7976e-02, 2.8382e-02,\n", + " -9.0314e-02, -1.2378e-01, 1.7049e-02, 2.3256e-02, 5.0468e-03,\n", + " -8.7910e-02, -4.0245e-02, -1.3962e-01, 3.6869e-02, -8.1142e-02,\n", + " -2.3915e-01, -5.1453e-02, -3.5894e-02, 4.1426e-02, -6.8816e-02,\n", + " 1.2532e-02, -7.8772e-03, -4.8539e-02, -1.2424e-01, 5.8068e-02,\n", + " 4.7396e-03, 2.2655e-02, -6.1267e-02, -1.3489e-02, 4.9846e-02,\n", + " -9.1372e-02, 6.5765e-02, 2.6368e-02, -4.0013e-02, -6.2516e-02,\n", + " -5.2820e-03, -2.5409e-01, 1.5029e-02, -4.6981e-02, 1.4632e-01,\n", + " -1.5723e-01, 1.3325e-01, -9.3597e-03, 2.1788e-02, -6.3758e-02,\n", + " 3.5762e-02, 1.0843e-02, 1.0662e-01, 1.1277e-01, 8.6743e-02,\n", + " 6.7457e-02, -4.1551e-03, -5.6764e-02, 3.9490e-02, 1.4098e-02,\n", + " 2.0665e-02, -3.7400e-02, -2.4596e-02, -1.1556e-01, 1.4216e-02,\n", + " -9.2227e-02, -9.5238e-02, 5.0385e-02, -4.5377e-02, -4.4542e-02,\n", + " -5.7104e-03, -1.0549e-01, -8.8716e-02, 6.6601e-02, -1.5567e-02,\n", + " 9.2282e-02, 4.8586e-02, -1.3599e-02, 6.3359e-02, -2.3276e-02,\n", + " -1.0328e-03, 1.2719e-02, -1.0459e-01, -2.0227e-02, -1.7722e-02,\n", + " 1.0894e-02, -4.7050e-02, -3.1666e-02, 8.4642e-02, -5.5312e-02,\n", + " -2.6930e-02, 1.2874e-01, 7.2695e-02, -5.1842e-02, 1.1262e-01,\n", + " 1.3291e-01, 1.3640e-01, 5.7332e-02, 1.3013e-01, 2.1534e-01,\n", + " -4.6176e-03, -1.3917e-01, -4.6141e-02, -3.3755e-02, -1.8499e-01,\n", + " 1.1943e-01, 8.9508e-02, -8.7142e-02, -8.8306e-02, -1.1648e-02,\n", + " -1.0177e-01, 5.2121e-02, 9.9313e-02, -1.9071e-03, -1.0230e-01,\n", + " 9.7501e-02, -3.4528e-02, 2.6218e-02, -6.0170e-02, 1.8396e-02,\n", + " -8.4452e-03, -3.4532e-02, -1.2766e-01, 1.7590e-01, -9.2708e-02,\n", + " -4.0003e-02, -1.4442e-02, 8.4241e-02, 1.6375e-03, -5.3822e-03,\n", + " 2.0271e-02, 3.0612e-02, 4.4517e-02, -3.8955e-02, 9.8173e-02,\n", + " 9.8955e-02, 1.7270e-01, -4.1461e-02, -5.1230e-02, 1.6190e-02,\n", + " -5.3978e-02, 4.2614e-02, -3.0894e-02, -1.6735e-01, 1.0061e-01,\n", + " -1.1824e-02, -4.2523e-03, -1.0524e-01, -2.2668e-03, -1.8654e-02,\n", + " -3.5135e-02, -1.4902e-02, -1.2248e-01, 2.2064e-02, 5.5318e-02,\n", + " 5.0207e-02, -9.5384e-02, 3.7961e-03, -1.1239e-01, 5.9892e-02,\n", + " 1.8860e-02, -1.6528e-01, -3.7556e-02, -5.7396e-02, 3.5326e-02,\n", + " 3.0810e-02, 3.8609e-02, -2.8027e-01, -7.7494e-03, -5.0802e-02,\n", + " -1.0762e-01, 7.7603e-02, 3.8703e-02, -8.0226e-04, 9.9048e-03,\n", + " 2.5708e-02, 3.6949e-02, -1.4081e-02, -6.4116e-02, 2.2805e-01,\n", + " 1.3202e-03, -8.0363e-03, 8.4699e-02, -1.1766e-01, -4.4196e-02,\n", + " 8.9684e-02, 5.2698e-02, 6.2403e-02, -3.8370e-02, -6.7598e-02,\n", + " -5.1292e-02, -5.6592e-02, -3.1893e-02, 8.1757e-02, -6.3596e-02,\n", + " 9.5668e-02, 1.2544e-02, 7.4700e-03, 2.6079e-01, -1.4995e-01,\n", + " 1.2194e-01, -1.8278e-01, -3.3649e-02, -4.5293e-02, 2.4959e-01,\n", + " -3.8705e-02, 6.0769e-02, -9.4811e-03, -7.9096e-02, -1.1953e-01,\n", + " 4.0258e-03, -3.2383e-02, 3.2742e-02, 5.9349e-02, -9.5559e-02,\n", + " -1.2546e-01, 8.6474e-03, 1.0285e-02, -5.5287e-03, -2.0067e-02,\n", + " -1.3822e-02, 5.5795e-02, -9.3359e-03, 9.8154e-02, -1.9121e-02,\n", + " -3.9963e-02, 1.3732e-01, -3.8868e-02, 4.5631e-02, -8.8790e-02,\n", + " -2.9925e-02, -1.0315e-01, 2.2206e-02, -3.3622e-02, -1.0110e-02,\n", + " 3.3764e-02, -8.5698e-02, 7.7736e-04, 7.2232e-02, 8.0008e-02,\n", + " -7.9107e-02, 8.8831e-02, 7.2058e-02, -7.4486e-03, 2.4830e-02,\n", + " 1.8661e-01, 4.2301e-02, -1.9289e-02, -2.7951e-01, -5.6022e-02,\n", + " -4.3588e-02, 4.4926e-02, -2.6953e-01, 1.3840e-02, 7.6335e-02,\n", + " -3.6710e-02, 7.5666e-02, -1.4296e-02, -2.0949e-02, 7.2330e-02,\n", + " 2.8393e-03, 5.2154e-02, 4.8220e-02, -7.2336e-03, 1.6563e-01,\n", + " 1.3244e-01, 5.6766e-02, 3.9853e-03, 5.3084e-02, -7.1036e-02,\n", + " -1.1629e-01, -3.7126e-02, 8.4102e-03, -4.8139e-02, -1.0900e-01,\n", + " -7.9894e-02, 3.8810e-02, 3.5188e-02, 4.9364e-02, 2.4054e-02,\n", + " -1.9303e-02, -5.7298e-02, 1.5188e-01, 1.0442e-02, 1.8137e-03,\n", + " -4.0917e-03, 1.7097e-01, 3.0023e-02, -1.5992e-01, 9.7524e-02,\n", + " -4.8489e-02, -1.5557e-03, -9.2952e-02, 1.3041e-02, -6.2055e-02,\n", + " 9.6160e-02, 8.8154e-02, -3.0313e-02, -2.9162e-02, -1.1137e-01,\n", + " 1.2400e-03, 4.7864e-02, -1.9845e-01, 1.3381e-01, 1.1422e-01,\n", + " 3.2064e-02, -2.9416e-01, 1.7853e-02, -4.2283e-03, -5.9596e-02,\n", + " -1.8368e-02, -5.5846e-02, 1.5919e-01, -1.6121e-01, 1.0096e-01,\n", + " -6.8078e-02, -7.3506e-02, -4.0167e-02, -7.2212e-02, 7.7690e-02,\n", + " 1.1627e-01, 3.1091e-02, -9.4146e-02, 1.4353e-01, 5.7173e-02,\n", + " 2.6946e-03, -5.3811e-02, -8.4393e-03, 8.0155e-02, -2.9390e-01,\n", + " -1.1233e-01, 6.2911e-02, 1.0467e-02, 4.6551e-02, 6.5686e-02,\n", + " -7.7254e-02, -4.6485e-02, -9.2105e-03, 2.9966e-02, -1.2001e-02,\n", + " 1.1094e-01, -1.0917e-02, -2.3440e-02, -4.7745e-02, 5.9030e-02,\n", + " -7.9467e-02, 4.5627e-02, -3.9555e-03, -5.7204e-02, 4.2242e-02,\n", + " -7.6314e-02, 5.7987e-02, 8.2412e-02, 4.8413e-02, 9.9589e-02,\n", + " 4.1983e-04, 5.8862e-03, 9.2692e-02, 4.1796e-02, 2.2844e-02,\n", + " 1.3542e-01, -5.2404e-02, -8.5607e-02, -6.4990e-02, -2.1039e-02,\n", + " -9.0957e-03, -3.0864e-02, 5.3072e-02, 5.9407e-02, 6.5251e-02,\n", + " -1.3286e-01, 1.0397e-01, -4.2976e-02, -5.7268e-02, -1.2192e-01,\n", + " 1.0842e-02, 3.6311e-02, 1.0429e-02, 3.4352e-02, -5.7106e-02,\n", + " -5.9529e-02, -1.4800e-01, -1.0790e-01, 1.9281e-03, 3.0646e-03,\n", + " 2.8357e-01, 1.2496e-02, -1.4709e-02, 1.7133e-02, 8.0138e-02,\n", + " 1.1838e-01, 2.5970e-02, -1.3211e-01, -3.1164e-02, -1.5268e-01,\n", + " 5.4019e-03, 2.9926e-02, -2.0370e-02, -6.5393e-02, 2.5595e-03,\n", + " -4.1554e-03, -5.2994e-02, -1.2630e-02, 2.3232e-01, -6.9318e-02,\n", + " -2.4971e-02, 4.4399e-02, 2.1482e-02, 1.0027e-01, 2.0318e-02,\n", + " -5.7905e-02, -5.7510e-02, 7.6047e-02, 3.1390e-03, 1.0120e-01,\n", + " 9.2822e-02, -2.5252e-02, 5.6536e-02, 7.0636e-02, -1.1667e-03,\n", + " -8.5773e-02, -7.0056e-02, -6.8709e-02, 9.2902e-03, -2.1094e-02,\n", + " 1.6379e-02, -5.3188e-02, -2.0994e-01, 9.9522e-02, -5.3369e-02,\n", + " 3.8078e-02, 4.1929e-02, 3.6163e-02, 8.4551e-02, 7.4068e-02,\n", + " -4.9857e-02, 1.1627e-01, -3.1187e-04, -5.7783e-02, 1.8508e-02,\n", + " -8.1810e-02, 9.5908e-02, 8.5320e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8983, 0.8888, 0.8628, 0.8585, 0.9588, 0.9161, 0.9020, 0.8955, 0.8884,\n", + " 0.8570, 0.8173, 0.8588, 0.8595, 0.8851, 0.8867, 0.8674, 0.7935, 0.8415,\n", + " 0.8920, 0.9671, 0.9309, 0.9026, 0.8909, 0.8934, 0.8294, 0.9125, 0.8437,\n", + " 0.9004, 0.8118, 0.8614, 0.8971, 0.8729, 0.9006, 0.8878, 0.9005, 0.8693,\n", + " 0.8846, 0.9048, 0.9069, 0.9432, 0.8936, 0.9320, 0.9036, 0.8875, 0.8758,\n", + " 0.8482, 0.9921, 0.8804, 0.9362, 0.8905, 0.9243, 0.8791, 0.9413, 0.7759,\n", + " 0.8913, 0.7935, 0.8564, 0.8593, 0.8868, 0.8197, 0.9000, 0.8243, 0.7300,\n", + " 0.9000, 0.8865, 0.8852, 0.8568, 0.8766, 0.8672, 0.9074, 0.8725, 0.9073,\n", + " 0.9125, 0.7903, 0.9282, 0.8071, 0.8602, 0.7319, 0.8261, 0.8238, 0.8748,\n", + " 0.9112, 0.9040, 0.8853, 0.7552, 0.8059, 0.8770, 0.8792, 0.8868, 0.8776,\n", + " 0.8361, 0.8825, 1.0548, 0.8760, 0.8508, 0.8029, 0.7167, 0.8583, 0.8869,\n", + " 0.9044, 0.9100, 0.9173, 0.8892, 0.8600, 0.8600, 0.7863, 0.8751, 0.8989,\n", + " 0.8751, 0.8401, 0.8931, 0.8767, 0.8600, 0.9186, 0.8946, 0.8598, 0.8870,\n", + " 0.8827, 0.8879, 0.8546, 0.8843, 0.8020, 0.8574, 0.8729, 0.7566, 0.8172,\n", + " 0.8726, 0.7621, 0.8801, 0.8841, 0.8930, 0.8680, 0.6278, 0.8710, 0.8545,\n", + " 0.9151, 0.8610, 0.7808, 0.8845, 0.7724, 0.8831, 0.9060, 0.9047, 0.9007,\n", + " 0.8473, 0.8475, 0.8851, 0.8534, 0.8733, 0.8661, 0.8391, 0.8641, 0.7948,\n", + " 0.8993, 0.8945, 0.8716, 0.8963, 0.8867, 0.9223, 0.6787, 0.8781, 0.8854,\n", + " 0.8858, 0.9008, 0.8612, 0.9066, 0.8751, 0.8424, 0.9038, 0.8871, 0.8870,\n", + " 0.8826, 0.8357, 0.9335, 0.9111, 0.9884, 0.8217, 0.8398, 0.8526, 0.8634,\n", + " 0.8715, 0.8926, 0.8473, 0.9429, 0.8961, 0.8626, 0.9453, 0.8887, 0.9143,\n", + " 0.8644, 0.9086, 0.9902, 0.9262, 0.8598, 0.8646, 0.9123, 0.9048, 0.8885,\n", + " 0.8541, 0.8233, 0.8913, 0.9076, 0.6894, 0.8692, 0.8623, 0.8805, 0.8789,\n", + " 0.8457, 0.8912, 0.8734, 0.8497, 0.8840, 0.8841, 0.8869, 0.8384, 0.6767,\n", + " 0.6513, 0.9196, 0.7662, 0.8327, 0.8968, 0.8912, 0.8874, 0.8190, 0.8801,\n", + " 0.6765, 0.8483, 0.8033, 0.8911, 0.8909, 0.8496, 0.8910, 0.8514, 0.9172,\n", + " 0.8760, 0.8542, 0.8816, 0.8188, 0.8823, 0.8146, 0.8605, 0.8800, 0.8752,\n", + " 0.8247, 0.8543, 0.6568, 0.8593, 0.8452, 0.8324, 0.7579, 0.8520, 0.9711,\n", + " 0.8709, 0.8655, 0.9024, 0.8707, 0.8530, 0.8501, 0.8232, 0.8566, 0.9064,\n", + " 0.8714, 0.9194, 0.8606, 0.8506, 0.8413, 0.8753, 0.8624, 0.8744, 0.8889,\n", + " 0.8521, 0.8512, 0.8539, 0.8683, 0.8964, 0.8919, 0.7944, 0.8800, 0.8577,\n", + " 0.8961, 0.8170, 0.9166, 0.8988, 0.7287, 0.8893, 0.8258, 0.8732, 0.9324,\n", + " 0.8600, 0.8806, 0.8511, 0.7299, 0.8904, 0.8942, 0.9047, 0.7783, 0.7214,\n", + " 0.9709, 0.8567, 0.8858, 0.9102, 0.8750, 0.8955, 0.8850, 1.0208, 0.9252,\n", + " 0.8499, 0.8923, 2.2833, 0.9117, 0.8343, 0.6115, 0.8259, 0.8659, 0.9000,\n", + " 0.8723, 0.9101, 0.8955, 0.8790, 0.6758, 0.8675, 0.8517, 0.8358, 0.8543,\n", + " 0.8674, 0.9014, 0.8405, 0.8776, 0.8956, 0.8529, 0.8151, 0.7296, 0.8776,\n", + " 0.9172, 0.9052, 0.8541, 0.8618, 0.8865, 0.8910, 0.8665, 0.8275, 0.9573,\n", + " 0.8270, 0.8958, 0.8260, 0.6474, 0.8957, 0.8824, 0.8664, 0.9029, 0.8652,\n", + " 0.9230, 0.8894, 0.6369, 0.8744, 0.8699, 0.8728, 0.8125, 0.8615, 0.8812,\n", + " 0.9093, 0.8236, 0.8432, 0.8311, 0.8781, 0.9035, 0.8603, 0.8566, 0.8966,\n", + " 0.8371, 0.8898, 0.8734, 0.9149, 0.8639, 0.9125, 0.8959, 0.8835, 0.8657,\n", + " 0.8645, 0.9158, 0.8687, 0.5520, 0.8949, 0.9233, 0.8711, 0.8824, 0.8949,\n", + " 0.9077, 0.8977, 0.9096, 0.8055, 0.8623, 0.8854, 0.8195, 0.8991, 0.8857,\n", + " 0.8836, 0.8448, 0.8477, 0.9076, 0.8549, 0.7801, 0.8251, 0.8634, 0.8022,\n", + " 0.8854, 0.9150, 0.8439, 0.8573, 0.8835, 0.8757, 0.8614, 0.9047, 0.8803,\n", + " 0.8446, 0.8287, 0.8542, 0.8793, 0.8973, 0.7083, 0.8495, 0.8154, 0.8994,\n", + " 0.8305, 0.8809, 0.8696, 0.8747, 0.8647, 0.8856, 0.7751, 0.8690, 0.8175,\n", + " 0.8794, 0.8627, 0.8714, 0.9334, 0.8910, 0.8441, 0.8985, 0.8965, 0.8620,\n", + " 0.9072, 0.8216, 0.6473, 0.8752, 0.8545, 0.9541, 0.8628, 0.8892, 0.8276,\n", + " 0.8716, 0.9044, 0.9461, 0.9122, 0.9006, 0.8905, 0.8515, 0.8975, 0.8038,\n", + " 0.8966, 0.8654, 0.7750, 0.9140, 0.9158, 0.8972, 0.8495, 0.8236, 0.8218,\n", + " 0.8496, 0.8385, 0.9488, 0.8280, 0.8931, 0.8694, 0.8227, 0.8695, 0.8311,\n", + " 0.8905, 0.8709, 0.8450, 0.8684, 0.9067, 0.7319, 0.8667, 0.8466, 0.8734,\n", + " 0.8543, 0.8924, 0.8797, 0.8763, 0.8934, 0.8827, 0.8924, 0.8829, 0.9186,\n", + " 0.8727, 0.7359, 0.8533, 0.8567, 0.8114, 0.8139, 0.8814, 0.8400, 0.8569,\n", + " 0.8507, 0.9003, 0.8734, 0.8627, 0.8791, 0.9049, 0.7970, 0.8152, 0.8709,\n", + " 0.8780, 0.8703, 0.8860, 0.8968, 0.6612, 0.9258, 0.8621, 0.9034, 0.7897,\n", + " 0.9233, 0.9146, 0.8912, 0.8832, 0.8557, 0.8778, 0.8907, 0.6835, 0.8716,\n", + " 0.8501, 0.8928, 0.8804, 0.9031, 0.8390, 0.8899, 0.8810, 0.8069, 0.9404,\n", + " 0.8383, 0.7030, 0.8785, 0.8522, 0.8844, 0.9508, 0.8925, 0.8791, 0.8525,\n", + " 0.8968, 0.8959, 0.8599, 0.8890, 0.8880, 0.9177, 0.8501, 0.8898, 0.8267,\n", + " 0.9120, 0.8830, 0.8834, 0.8595, 0.8654, 0.9115, 0.8281, 0.8591, 0.8326,\n", + " 0.8874, 0.8633, 0.8689, 0.8748, 0.8764, 0.8710, 0.8201, 0.8483, 0.8756,\n", + " 0.8819, 0.5952, 0.9002, 0.8886, 0.8379, 0.8742, 0.9027, 0.8605, 0.8738,\n", + " 0.8822, 0.9769, 0.9049, 0.8423, 0.8794, 0.9018, 0.8763, 0.8986, 0.8644,\n", + " 0.8414, 0.8583, 0.8876, 0.8772, 0.8746, 0.8756, 0.8748, 0.9027, 0.9035,\n", + " 0.8829, 0.9004, 0.8477, 0.9122, 0.8711, 0.8888, 0.8768, 0.8834, 0.8061,\n", + " 0.8909, 0.8247, 0.6466, 0.8569, 0.8429, 0.9049, 0.9087, 0.8519, 0.8414,\n", + " 0.8937, 0.9034, 0.8398, 0.8841, 0.8888, 0.9095, 0.8742, 0.8549, 0.9058,\n", + " 0.8301, 0.8460, 0.8814, 0.8976, 0.9225, 0.8680, 0.8988, 0.8982, 0.8207,\n", + " 0.9192, 0.8822, 0.8298, 0.8670, 0.7762, 0.8883, 0.8447, 0.8818, 0.8814,\n", + " 0.8456, 0.8827, 0.8975, 0.8729, 0.8495, 0.8610, 0.6367, 0.8330, 0.7869,\n", + " 0.8888, 0.8859, 0.8263, 0.8910, 0.8948, 0.8842, 0.9102, 0.8784, 0.8272,\n", + " 0.8977, 0.8720, 0.8663, 0.8530, 0.5796, 0.8890, 0.8775, 0.8445, 0.8784,\n", + " 0.8829, 0.8899, 0.8831, 0.9092, 0.8909, 0.8955, 0.9011, 0.8852, 0.8782,\n", + " 0.8745, 0.8855, 0.8472, 0.8979, 0.8977, 0.8935, 0.8772, 0.9015, 0.8410,\n", + " 0.8908, 0.8983, 0.9101, 0.8797, 0.8079, 0.8476, 0.7241, 0.9120, 0.8964,\n", + " 0.8545, 0.8562, 0.9000, 0.8367, 0.8573, 0.8675, 0.8748, 0.8773, 0.8278,\n", + " 0.8899, 0.8057, 0.8664, 0.8770, 0.9068, 0.8565, 0.8718, 0.9031, 0.8494,\n", + " 0.8349, 0.9026, 0.9046, 0.8588, 0.8819, 0.9001, 0.8599, 0.8708, 0.9087,\n", + " 0.8999, 0.9033, 0.9158, 0.8867, 0.9773, 0.8856, 0.8493, 0.9158, 0.8425,\n", + " 0.9138, 0.8086, 0.8742, 0.8949, 0.9093, 0.8573, 0.8349, 0.8957, 0.8223,\n", + " 0.8582, 0.8723, 0.8832, 0.9020, 0.9107, 0.8684, 0.8567, 0.8811, 0.8346,\n", + " 0.8949, 0.8830, 0.8492, 0.7941, 0.8749, 0.8583, 0.8376, 0.8922, 0.8760,\n", + " 0.8394, 0.8261, 0.9001], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.4908e-01, 1.2387e-01, -1.9382e-01, -2.6516e-01, 3.2723e-01,\n", + " -2.6683e-01, 2.4730e-01, 6.1491e-02, -7.3449e-02, 2.1492e-02,\n", + " 1.2675e-02, 3.0995e-01, -2.6778e-01, 4.0405e-01, -3.4641e-02,\n", + " 3.9571e-02, -1.6680e-01, -1.2976e-01, -1.3566e-01, 4.2645e-01,\n", + " 3.9993e-01, -3.7809e-01, 1.7936e-01, 2.2313e-01, -1.1832e-01,\n", + " 2.2211e-01, 2.1237e-01, -1.8153e-01, -2.3392e-01, 6.9849e-02,\n", + " -9.2087e-02, 1.3829e-01, 1.6265e-01, -1.9473e-01, 4.6062e-04,\n", + " -1.0237e-01, -2.2683e-01, 2.9074e-01, 2.8178e-01, -3.6748e-01,\n", + " -5.2879e-02, -3.0600e-01, -5.9431e-02, 2.3933e-01, -4.3620e-02,\n", + " -6.2528e-02, -1.5611e-01, -1.1906e-01, 1.2894e-01, -7.0883e-02,\n", + " -2.9995e-01, 9.9230e-02, 2.3311e-01, -2.8561e-01, 8.3432e-03,\n", + " -1.4152e-01, 4.5698e-02, -3.5179e-01, 1.0765e-01, -1.9651e-01,\n", + " -1.8129e-01, 8.5286e-03, -4.7774e-01, -2.7281e-01, -2.4864e-02,\n", + " 1.3102e-01, 8.6735e-02, -3.2567e-02, 8.9957e-02, -1.2802e-01,\n", + " -1.4076e-01, 8.6996e-03, -1.9639e-01, -1.4970e-01, 2.0501e-01,\n", + " 9.9063e-03, 1.4105e-02, 2.4861e-01, 3.0966e-02, 1.8979e-01,\n", + " -7.7188e-02, -5.5435e-02, 5.6634e-02, 2.7114e-01, 4.4619e-02,\n", + " 6.1451e-02, -2.2658e-01, 2.3620e-01, 9.0390e-02, 4.1902e-02,\n", + " 1.7128e-02, -1.3279e-01, 6.7356e-01, -2.4921e-01, 9.9231e-02,\n", + " -1.5657e-02, 3.2357e-01, -2.2846e-01, -5.1368e-02, -7.1767e-02,\n", + " 4.2802e-02, 1.4500e-01, -4.5787e-02, -1.8874e-01, 1.6548e-01,\n", + " 3.4196e-01, -1.0741e-01, -2.9142e-02, 1.1800e-01, 2.1754e-01,\n", + " -5.7510e-02, 4.1775e-02, -2.9146e-01, -3.7388e-01, -1.4622e-01,\n", + " -4.2330e-02, 7.2059e-02, 2.5794e-02, -1.6783e-01, 2.5270e-01,\n", + " -1.0750e-01, -5.8917e-01, -1.6664e-01, 5.5713e-02, -1.0991e-01,\n", + " -1.2644e-01, -6.4919e-02, 1.2673e-01, -7.4835e-03, -2.4770e-01,\n", + " 1.3205e-01, 1.1671e-01, -4.2680e-02, -5.3891e-02, -1.7239e-01,\n", + " -3.0079e-01, -6.9750e-02, -3.7419e-02, -2.0132e-01, -2.5914e-01,\n", + " -4.9117e-03, 8.9486e-02, 1.8712e-02, 3.0112e-02, 1.4473e-02,\n", + " -9.0344e-01, -6.0110e-02, -1.0303e-01, -5.3968e-02, 2.8272e-01,\n", + " -1.9929e-02, 1.0962e-01, -1.2144e-01, 7.9465e-02, 9.0445e-02,\n", + " -1.7963e-01, 1.8165e-01, 3.6240e-01, 1.7090e-01, -1.4041e-02,\n", + " 1.9184e-02, 7.5799e-03, -1.4422e-01, 5.4243e-02, 5.0206e-02,\n", + " 2.3259e-01, 1.2299e-01, -1.9728e-01, -7.7248e-01, -4.3642e-02,\n", + " -1.4283e-01, 1.0638e-01, 7.3260e-02, 3.7032e-01, 9.3441e-02,\n", + " 4.6840e-01, 4.9734e-02, 4.9681e-03, -1.5053e-01, 8.1051e-02,\n", + " -7.2369e-02, -4.3397e-03, -4.9834e-02, 3.5236e-01, 2.1686e-01,\n", + " -1.1804e-01, 3.1861e-01, 1.4513e-01, 2.2797e-01, -3.6351e-03,\n", + " -8.2182e-02, -4.6217e-01, 2.0373e-01, -5.3652e-02, -2.0500e-02,\n", + " 1.0104e-01, 3.1081e-02, 2.0516e-01, -8.0955e-02, -9.0073e-02,\n", + " -1.7379e-01, 1.3866e-01, 1.8480e-01, 8.3222e-02, -8.1217e-02,\n", + " 1.6176e-01, 1.2298e-01, -1.3571e-02, 8.0166e-02, -3.0001e-02,\n", + " 7.3083e-02, -1.8209e-01, 1.6285e-01, 2.3463e-01, -1.4227e-03,\n", + " -3.2271e-01, -1.6259e-01, -6.5370e-02, 3.0021e-01, -2.0402e-02,\n", + " -1.5613e-02, 2.0378e-01, 1.1530e-01, -4.2502e-02, 1.1402e-03,\n", + " 1.7406e-01, 1.5372e-01, -9.3741e-02, 7.5142e-02, -4.6734e-02,\n", + " 1.2181e-01, -5.2953e-02, 1.1573e-01, 7.5447e-03, -5.4073e-03,\n", + " 1.5250e-01, 5.5590e-02, 1.3328e-01, -1.3299e-02, -8.2515e-02,\n", + " 3.5268e-02, -1.0056e-01, -7.0932e-02, -5.1251e-02, -1.0646e-01,\n", + " 9.9978e-03, -2.7321e-01, 8.3973e-02, -1.3280e-01, -4.4828e-01,\n", + " 4.6611e-02, 2.6252e-01, -8.0808e-02, -6.8779e-02, -7.1045e-02,\n", + " -8.1604e-02, -2.7690e-01, -1.1386e-01, 7.9901e-02, 1.8157e-02,\n", + " 1.7551e-01, -2.1507e-01, 1.8739e-01, -1.9230e-02, 2.0729e-01,\n", + " 1.0184e-01, -6.9293e-02, 3.8655e-02, 1.2810e-01, 1.1738e-02,\n", + " 2.5324e-02, 2.8772e-02, 2.8810e-02, -9.8997e-02, -1.6962e-01,\n", + " 1.5131e-01, -1.1425e-01, -2.1760e-01, -4.5138e-02, -2.7204e-01,\n", + " 2.8566e-01, 1.5510e-01, 7.0770e-02, -2.2723e-01, -1.3153e-01,\n", + " -5.9633e-03, 1.0762e-01, 2.9013e-01, 1.5143e-01, -3.5916e-02,\n", + " 6.3297e-02, 6.6008e-02, -2.1061e-01, 1.9628e-02, 2.2970e-01,\n", + " 7.0171e-02, 4.1883e-05, 3.6176e-01, -5.2161e-02, -1.1936e-01,\n", + " -8.6783e-02, -5.4471e-02, -6.6908e-02, 3.1105e-02, 2.9388e-01,\n", + " 2.6489e-01, -2.3535e-01, -1.5412e-01, -2.0185e+00, -1.4089e-01,\n", + " -3.3577e-02, 1.6253e-01, 6.7454e-02, -1.8524e-01, 2.9893e-02,\n", + " -1.8569e-01, -3.9034e-02, -7.3650e-02, -3.0490e-02, -3.5751e-02,\n", + " 1.4023e-02, -7.1914e-02, 8.3594e-02, -1.1021e-01, -2.0924e-02,\n", + " 1.7564e-01, -3.7428e-02, -5.4801e-02, -8.9877e-02, 5.2717e-02,\n", + " -4.3204e-02, -1.0025e-01, -9.8288e-02, 1.9749e-01, -1.2205e-01,\n", + " 2.7310e-02, 9.7316e-03, -8.4249e-02, -3.9363e-04, 6.2876e-02,\n", + " -6.0999e-02, 8.6416e-02, 6.4864e-02, -8.4829e-02, -6.2527e-02,\n", + " 5.1020e-01, -6.5360e-02, -1.9927e-01, -1.2727e-01, -1.9250e-01,\n", + " -2.5504e-02, 1.8653e-01, -8.9002e-02, -1.2349e-01, -4.2752e-02,\n", + " -7.1351e-02, -7.4150e-02, 7.4017e-02, -2.4354e-01, 5.0513e-02,\n", + " 8.1920e-02, -1.0628e-01, -1.2754e-01, 1.9295e-02, 1.0775e-01,\n", + " -1.0230e-01, -5.1375e-03, 5.5683e-02, -1.2699e-01, -7.7957e-02,\n", + " -1.0605e-01, -7.9575e-02, 9.7901e-02, -1.2462e-02, -2.1976e-01,\n", + " -1.7569e-02, -2.7258e-02, -4.7887e-02, -2.3733e-01, -2.2269e-02,\n", + " -2.1753e-02, -2.1152e-01, 1.9606e-01, -2.3574e-01, -6.4681e-02,\n", + " -6.2689e-03, -2.0781e-01, 1.9941e-01, 1.0169e-01, -2.3552e-01,\n", + " 1.0052e-02, 3.0391e-02, 1.6760e-01, 1.9079e-02, 1.8226e-01,\n", + " -5.9280e-02, -7.4923e-02, -1.0552e-01, -3.6297e-02, 4.3477e-02,\n", + " -4.5285e-02, -1.4976e-01, 1.2570e-02, -1.4570e-01, -5.5753e-02,\n", + " -3.8616e-01, 1.8542e-01, -1.0588e-02, 7.3040e-02, -9.1399e-02,\n", + " -2.8767e-01, -2.0149e-01, -1.5190e-02, -1.0988e-02, -9.7871e-02,\n", + " 1.3675e-01, 5.0311e-03, -6.6983e-02, 1.3031e-01, -1.0676e-01,\n", + " -1.0308e-01, -3.4424e-01, 1.0380e-01, -2.0771e-01, -2.4391e-01,\n", + " 1.1163e-01, -1.6806e-03, -1.5776e-01, -1.6872e-01, 1.1109e-02,\n", + " -1.0130e-02, -1.1655e-01, -1.0477e-01, 3.7815e-02, 1.1231e-01,\n", + " 2.0840e-01, -3.0999e-01, -1.1691e-01, -1.1297e-01, -1.6702e-01,\n", + " 5.3092e-02, 5.4440e-02, 8.3041e-02, -3.0208e-01, 1.4027e-02,\n", + " -4.0243e-02, -3.0690e-01, 9.0996e-02, -1.0909e-01, -2.4868e-01,\n", + " -2.1890e-02, 1.8476e-02, 2.0135e-01, -3.5365e-01, 1.5860e-01,\n", + " -5.0192e-02, -9.2075e-02, 7.9052e-02, -2.2766e-02, -1.5634e-01,\n", + " -2.7157e-02, -3.1175e-01, 4.6405e-02, 2.9467e-01, 1.2874e-01,\n", + " -2.3297e-01, -1.7375e-01, 2.6247e-02, 1.5769e-01, 4.0897e-02,\n", + " 8.5116e-02, -2.3572e-01, -4.3676e-02, -6.1113e-02, -1.2978e-02,\n", + " 4.3371e-03, -8.2757e-02, -1.3661e-02, -1.7326e-01, -9.5861e-02,\n", + " -2.5870e-02, 9.9552e-02, -8.8619e-02, 1.6603e-02, -1.7565e-01,\n", + " 6.1347e-03, 1.9212e-01, 1.6928e-01, -3.0247e-01, -7.3087e-02,\n", + " -5.5806e-02, -1.0246e-01, 2.4455e-01, -1.0663e-01, -1.4906e-01,\n", + " 1.7439e-02, -5.9003e-01, 7.5388e-02, -1.3651e-01, 8.1256e-03,\n", + " -2.1577e-02, 2.8644e-02, 3.1208e-02, 2.1346e-02, -1.5259e-01,\n", + " -1.4292e-01, -1.0508e-01, -3.0576e-02, -1.0963e-01, 1.3459e-02,\n", + " -1.0713e-02, -1.2893e-01, 6.7321e-02, -1.4364e-02, -2.4257e-01,\n", + " 2.4263e-01, -1.9213e-01, 1.8522e-01, -2.6677e-01, 1.4725e-01,\n", + " -1.5645e-01, 1.0884e-01, 1.9280e-01, -1.8107e-01, -9.5030e-02,\n", + " -5.1229e-02, 1.1342e-01, 1.7577e-02, 1.0676e-01, 3.2094e-02,\n", + " -2.0288e-01, -1.3674e-01, 6.2849e-02, -2.1011e-02, 2.9177e-02,\n", + " -1.7086e-02, -9.8396e-02, 1.0205e-01, -1.9731e-02, -1.6746e-01,\n", + " 1.0425e-01, -1.5722e-01, -1.0945e-01, 5.6515e-02, -7.3300e-02,\n", + " -6.1232e-01, -1.8454e-01, -2.2980e-01, 8.5435e-02, 1.7077e-01,\n", + " -8.8553e-02, -2.9191e-01, 7.5500e-02, 9.5263e-02, 2.1859e-01,\n", + " -1.2138e-01, 1.2861e-01, 1.5085e-01, 1.4101e-01, -5.5720e-02,\n", + " -1.2266e-01, -1.0041e-01, -1.2753e-01, -8.4831e-02, -5.6529e-02,\n", + " 2.1101e-02, 5.8478e-02, -1.9348e-01, -1.6858e-02, -3.5771e-02,\n", + " 5.0574e-02, -1.8273e-02, 3.3636e-02, 1.2767e-01, 3.3926e-02,\n", + " 4.0594e-02, -1.0906e-01, 1.0634e-01, 1.2692e-01, 3.4079e-02,\n", + " -1.3776e-01, -8.2339e-02, 1.0153e-01, 1.0941e-02, 3.7519e-02,\n", + " 1.0497e-01, 3.9406e-01, -6.2549e-02, -9.2865e-02, -9.7316e-02,\n", + " -1.7678e-02, -2.1788e-01, -1.3640e-02, -8.4834e-02, 1.9414e-01,\n", + " -1.4053e-02, 1.1295e-01, 1.6454e-02, 1.3462e-01, 1.0233e-01,\n", + " 1.2413e-01, 4.5280e-02, -1.6307e-01, 7.0181e-02, 4.4070e-02,\n", + " 8.3682e-02, 4.0648e-02, 1.5755e-01, -2.1351e-02, -8.9363e-02,\n", + " -1.3260e-01, -6.5820e-02, 3.9252e-02, 2.9248e-02, -1.1381e-01,\n", + " 4.7972e-02, -1.2351e-02, -4.6980e-02, 3.6954e-02, 8.5143e-02,\n", + " 2.3897e-02, -1.5198e-01, -4.8888e-02, -1.1015e-01, -7.5341e-02,\n", + " 7.8378e-02, 2.8217e-01, -1.1963e-01, -1.3616e-02, -8.9681e-02,\n", + " 3.7982e-02, 2.3843e-01, -1.5551e-01, 1.8208e-01, 2.8728e-01,\n", + " 1.8034e-02, 8.6419e-02, 1.1385e-02, 7.2312e-02, 2.3695e-01,\n", + " -2.1530e-01, 1.2828e-01, 5.2344e-02, 5.7554e-02, -2.2924e-02,\n", + " -1.0375e-01, 2.3662e-03, -1.0316e-01, -3.5931e-02, 2.5473e-01,\n", + " -5.2978e-02, 3.2919e-02, 1.8880e-02, 1.9944e-01, -1.6244e-01,\n", + " -3.0332e-02, -1.1299e-01, -1.1068e-01, 7.2287e-03, -1.3550e-01,\n", + " 1.5577e-02, -7.9689e-02, 7.5800e-02, -1.1706e-01, 3.1917e-02,\n", + " -1.0668e-01, 7.7809e-03, -4.6894e-02, 6.3662e-02, -9.9579e-02,\n", + " -1.9506e-02, 1.8548e-01, -7.4091e-02, -1.7413e-01, 6.3420e-02,\n", + " -9.2029e-02, 2.5220e-01, 5.6505e-02, 1.0384e-01, -1.1955e-01,\n", + " 1.1596e-01, -8.4455e-02, 2.3554e-01, -1.5994e-01, -1.1280e-02,\n", + " -2.1256e-01, 2.0121e-01, -1.1597e-01, -1.4829e-01, -4.2132e-03,\n", + " -1.9714e-02, 1.3075e-01, 6.9513e-02, 8.5244e-02, -1.4833e-01,\n", + " 2.3104e-01, -2.1775e-01, -9.4482e-02, 6.1282e-02, -2.3996e-01,\n", + " 1.1155e-01, -1.7763e-02, -1.8718e-01, -3.8825e-02, 6.0780e-03,\n", + " 6.6984e-02, 3.1552e-01, 1.9603e-01, 5.2209e-02, -9.1339e-03,\n", + " -1.4537e-01, 1.0152e-01, 5.4608e-02, 9.9402e-02, -2.3387e-01,\n", + " 4.0388e-02, 8.8444e-03, 1.9418e-01, 1.1585e-01, 1.3871e-01,\n", + " -1.3353e-01, -2.0897e-01, 1.4376e-03, -1.0051e-01, 1.1219e-01,\n", + " -2.1526e-02, -3.2484e-02, 3.0378e-02, -2.2317e-01, 9.5877e-02,\n", + " -2.7256e-01, 1.4125e-01, 9.3174e-02, 1.1130e-01, 2.1801e-01,\n", + " 4.2201e-02, 2.3711e-01, -4.9170e-02, -1.5893e-01, -1.0375e-01,\n", + " -1.6157e-01, 1.2011e-02, 8.9855e-02, -1.6744e-01, 5.9672e-02,\n", + " 1.2638e-01, -7.2508e-02, -1.6503e-01, 1.0823e-01, -9.6212e-03,\n", + " -3.0928e-02, -1.9600e-01, -6.5314e-02, 8.6465e-02, -1.0106e-01,\n", + " 4.4698e-02, -4.6217e-01, 1.7706e-01, -1.1506e-01, -2.0777e-02,\n", + " 2.3295e-02, 1.5582e-01, 3.5600e-02, -2.5429e-01, -4.4140e-02,\n", + " -4.2500e-03, -1.0922e-01, -8.1536e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0847, -0.1285, -0.1155, ..., -0.1188, -0.1045, -0.1027],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.3193e-02, 6.1696e-02, -3.0414e-02, 9.2428e-03, 6.2774e-02,\n", + " -1.7475e-02, 2.3334e-03, 9.1366e-02, 4.7319e-03, 4.7712e-02,\n", + " 2.0706e-02, 4.7369e-02, 2.5356e-02, 2.4446e-02, -9.7786e-02,\n", + " 1.5361e-02, 1.4166e-01, -5.6781e-02, 4.0337e-04, -3.8552e-02,\n", + " -6.7246e-02, -8.6694e-02, -6.3326e-02, -7.8780e-02, -2.1428e-02,\n", + " 3.9919e-02, -7.0970e-02, 8.6969e-02, -1.1631e-01, -3.1590e-02,\n", + " 5.5097e-02, 2.2397e-03, 3.8160e-03, 4.0153e-02, -5.4591e-02,\n", + " 8.3612e-02, 1.2654e-02, -1.4941e-02, -6.9888e-02, -6.7275e-03,\n", + " -1.4708e-02, 2.6765e-03, 1.1396e-02, -1.2817e-02, 5.5925e-03,\n", + " -7.8425e-02, -2.6602e-02, 1.1576e-01, 1.8585e-02, -7.5612e-02,\n", + " -6.9502e-02, -8.2003e-02, 6.7378e-02, -3.7439e-02, 4.5865e-03,\n", + " 6.5818e-02, -6.0729e-03, -1.5031e-01, -3.5955e-03, -1.0239e-01,\n", + " 5.3705e-03, 8.1586e-02, -5.0424e-02, -1.0779e-01, 1.4815e-02,\n", + " 6.6385e-02, -9.0652e-02, -4.5643e-02, 3.8518e-02, 1.0355e-02,\n", + " -1.7372e-01, 4.9256e-02, -1.1734e-02, -8.3033e-03, 1.1099e-02,\n", + " 2.9659e-02, 2.8240e-02, -8.8364e-03, -3.5798e-02, 1.3968e-01,\n", + " 3.9540e-02, -3.5522e-02, -1.9526e-02, 1.0553e-01, 5.3856e-02,\n", + " -1.8542e-01, -3.7206e-02, 2.5999e-02, -3.3317e-02, 9.6411e-02,\n", + " -3.1208e-02, -7.5331e-02, 8.8682e-03, -3.0611e-02, 9.5184e-02,\n", + " -8.4191e-02, 1.6084e-01, -8.9065e-03, -5.6921e-03, -8.5800e-02,\n", + " 4.7012e-02, 4.9047e-03, 2.2814e-02, 5.0796e-02, 1.3564e-01,\n", + " 9.9725e-02, -2.9694e-02, 2.0107e-02, -5.1575e-02, -1.6845e-01,\n", + " -1.8236e-02, -3.5151e-02, -5.0757e-02, 3.1386e-02, -3.6550e-02,\n", + " 8.6892e-02, -5.9750e-02, 3.9232e-02, -4.3663e-02, -4.0679e-02,\n", + " -2.5053e-02, 2.4421e-01, -9.1641e-02, -3.3646e-02, 1.6316e-01,\n", + " -1.4626e-01, 5.0700e-02, -1.0753e-04, -3.0286e-02, 5.4625e-02,\n", + " 8.6647e-03, -9.6484e-02, 1.6096e-02, -2.5934e-02, 4.1113e-02,\n", + " 1.8634e-02, 1.0306e-01, 3.6662e-02, 1.9753e-03, 1.5547e-01,\n", + " 3.9577e-03, 1.4248e-02, 1.2194e-02, 1.0581e-02, -8.0264e-02,\n", + " -1.7418e-02, 1.3083e-01, 7.9753e-02, -7.0718e-02, 1.4483e-01,\n", + " -2.0163e-02, 7.7986e-02, -1.5597e-01, 2.1856e-03, -1.2587e-02,\n", + " -1.3366e-01, 5.9010e-02, 3.4749e-02, -5.7156e-02, -2.4720e-02,\n", + " 3.5308e-02, -2.9035e-02, 2.3188e-03, 4.2099e-02, -4.4318e-02,\n", + " 1.4956e-01, 3.2269e-02, -1.0556e-01, 2.8885e-02, -2.8610e-02,\n", + " 5.4887e-02, 1.2133e-01, -4.4706e-02, 3.0671e-02, 5.6144e-03,\n", + " -1.0201e-01, 8.4825e-03, -2.3075e-02, -1.1550e-02, -3.9150e-02,\n", + " 2.6354e-02, 2.0229e-02, -5.9343e-02, -4.0397e-02, 1.3564e-02,\n", + " 1.4825e-02, -2.8627e-02, 6.1330e-02, -2.6856e-02, 1.7781e-02,\n", + " -3.1624e-02, -1.6102e-02, -4.8647e-02, -6.7068e-02, 1.3715e-01,\n", + " 6.6496e-02, -2.1389e-02, 1.1503e-01, -3.9943e-02, -9.0779e-03,\n", + " -3.4099e-02, -3.4969e-02, 3.3652e-02, -1.2307e-01, -3.2205e-02,\n", + " -1.7992e-03, 1.7170e-02, 4.2741e-02, -8.8389e-03, 5.1318e-02,\n", + " 8.1518e-02, -5.1519e-02, 4.1624e-02, 1.3534e-02, 4.6893e-02,\n", + " 1.3769e-01, -1.9921e-01, -1.5143e-02, 6.8204e-02, -8.4591e-02,\n", + " 8.0645e-02, 2.9998e-02, -4.8676e-02, 3.6937e-02, 9.9558e-02,\n", + " 4.1622e-02, 6.9070e-02, 4.7247e-02, 1.8445e-02, -3.1009e-02,\n", + " 4.7099e-02, -1.5114e-03, 1.5826e-02, 1.9309e-02, -1.3659e-02,\n", + " -6.2471e-02, -2.0329e-02, 1.0960e-01, -1.0062e-01, 4.0305e-02,\n", + " -3.7168e-02, -3.7178e-02, -3.1893e-02, -1.5842e-02, 2.1531e-02,\n", + " -8.7198e-02, -1.7491e-01, -8.9077e-02, 3.6280e-02, -1.9724e-01,\n", + " -2.3741e-02, 1.9397e-02, -1.0243e-01, 6.7117e-02, 7.8864e-02,\n", + " -3.3383e-03, -8.3458e-02, 1.7511e-02, 7.7581e-03, 3.3337e-02,\n", + " 1.8714e-02, -6.6034e-02, 3.0365e-02, 1.4291e-01, 2.2725e-02,\n", + " 4.5912e-02, -2.2058e-02, -1.9345e-02, 9.5462e-02, 3.9248e-02,\n", + " -7.2196e-03, -2.5189e-03, -3.9497e-02, 1.3643e-01, 3.5740e-02,\n", + " -1.0243e-01, -1.6788e-01, 1.1585e-01, 9.9881e-02, 1.6297e-02,\n", + " 3.6675e-02, -2.6349e-02, -7.2180e-02, -1.8820e-01, -2.8508e-02,\n", + " 1.7253e-02, -3.0049e-02, 4.1879e-02, 1.9856e-02, 5.8324e-02,\n", + " -1.5683e-02, -9.2131e-02, -6.3312e-02, -7.1657e-02, 6.7526e-02,\n", + " -1.7949e-01, 4.0100e-02, 1.8148e-02, 2.2313e-02, -8.5625e-03,\n", + " 1.7635e-02, 8.6234e-02, 1.0933e-01, 5.0928e-02, -4.8674e-02,\n", + " 3.9759e-02, -8.3747e-02, 9.1889e-02, -3.6738e-01, -1.5018e-02,\n", + " -6.3824e-02, -6.6875e-03, -3.7295e-02, 1.1325e-01, -4.3105e-02,\n", + " 1.1181e-01, -2.5197e-03, -3.8649e-02, -9.9112e-02, 1.3681e-01,\n", + " 1.9658e-02, 3.9101e-02, 3.1422e-02, -1.4681e-01, 4.7991e-02,\n", + " -2.9432e-02, -5.0878e-02, 1.0442e-02, -6.3670e-03, 3.7268e-02,\n", + " 9.8819e-02, -2.6494e-01, -3.8191e-02, 5.2734e-02, -5.7655e-02,\n", + " 3.0656e-02, -1.1810e-01, -9.4131e-02, -1.0491e-02, 3.0859e-02,\n", + " -7.1466e-02, -4.3754e-02, -7.9536e-02, 1.1315e-01, -1.0532e-01,\n", + " 1.4815e-01, -1.2031e-02, 8.5215e-03, 1.5699e-01, 5.2997e-02,\n", + " -3.3737e-02, 8.2002e-03, -5.1279e-02, 6.2042e-02, 3.7784e-02,\n", + " -1.2986e-02, -2.9111e-02, 5.3220e-03, 6.0768e-02, -7.1061e-03,\n", + " 4.6168e-02, -5.4765e-02, 5.3901e-02, 1.8448e-02, 5.9001e-02,\n", + " 3.4759e-02, -1.0341e-01, -1.5591e-02, -1.9240e-02, -1.6959e-01,\n", + " -9.7282e-02, 7.6586e-02, -1.8559e-02, 1.3151e-01, 2.7481e-02,\n", + " 3.0432e-02, 2.0360e-02, -1.2422e-01, -3.1675e-02, 4.6216e-02,\n", + " 4.1936e-02, -5.8775e-02, -2.1788e-02, -6.4134e-02, 4.7432e-02,\n", + " 9.4198e-02, 1.2322e-02, 3.4045e-02, -8.0027e-02, -7.6757e-02,\n", + " 4.6535e-02, -5.8291e-02, 3.9367e-02, -1.7128e-01, 1.0118e-01,\n", + " 3.8415e-03, -4.9895e-02, -1.9445e-01, 4.6231e-02, 3.2733e-02,\n", + " -3.5684e-02, 1.2348e-01, -1.1154e-02, -1.6810e-02, 2.2427e-02,\n", + " -6.2429e-02, -3.1474e-02, -4.8251e-02, -9.3056e-02, 1.8984e-04,\n", + " 9.0583e-03, 8.6479e-02, -2.1725e-02, 5.0894e-02, -9.6771e-02,\n", + " 2.5994e-02, -7.7122e-02, 5.7545e-02, 5.9022e-02, 5.3637e-02,\n", + " 7.4439e-02, -2.7797e-02, 1.1286e-01, 6.9879e-02, 6.2346e-02,\n", + " 7.2730e-02, -5.6907e-02, 4.7392e-03, -2.2133e-02, 1.9041e-02,\n", + " -3.0071e-02, -3.4036e-02, -2.4952e-02, -6.1508e-02, -1.1672e-01,\n", + " 1.4794e-02, -7.4657e-02, -9.1953e-03, 1.5283e-02, -7.6831e-02,\n", + " -1.1535e-01, -2.9873e-02, 1.1560e-01, 4.0823e-02, 3.5282e-02,\n", + " -1.8683e-02, 3.3259e-02, 6.7219e-02, 3.1124e-02, -1.0192e-01,\n", + " -4.8234e-02, -3.6186e-02, 9.0150e-02, -1.7470e-02, 1.7043e-02,\n", + " 7.0461e-02, 3.2304e-02, 5.6021e-03, -1.3806e-01, -4.5189e-02,\n", + " -4.6839e-02, -1.7165e-01, -2.7377e-02, -5.3807e-02, 7.4009e-02,\n", + " 5.4111e-02, -5.6457e-02, -1.4614e-01, -8.3454e-02, 1.0345e-01,\n", + " -5.2123e-02, -2.7161e-02, 3.7367e-02, 2.2510e-02, -3.3462e-02,\n", + " -1.0737e-01, -1.4062e-01, -5.6819e-03, -4.9825e-02, -5.5043e-02,\n", + " 1.2677e-01, -1.7465e-02, -6.7707e-02, -1.7162e-01, -5.8329e-02,\n", + " 6.9060e-04, 4.9649e-02, -6.0287e-03, -4.1616e-02, 3.2487e-02,\n", + " 6.9505e-03, 7.7715e-02, -4.1562e-02, 1.0474e-01, -4.0776e-02,\n", + " -2.5590e-02, 5.0096e-02, 6.5303e-02, 6.2892e-02, 3.5739e-02,\n", + " 2.1696e-02, -6.1961e-03, -3.3149e-02, -6.5646e-03, -4.1281e-03,\n", + " 5.0321e-02, 1.2183e-02, 1.7924e-03, -1.0509e-01, -5.2918e-03,\n", + " -1.0862e-02, -2.6768e-02, 5.6380e-02, -5.9952e-02, -6.7925e-02,\n", + " 5.0548e-02, -1.1497e-01, -1.2809e-01, 1.9187e-02, -2.8654e-02,\n", + " 5.0460e-02, 1.2488e-02, 3.3108e-02, 1.5263e-01, -9.3735e-02,\n", + " -1.8056e-02, -7.1492e-02, -4.7660e-02, 1.9358e-02, 4.2034e-02,\n", + " 7.1707e-02, -1.8754e-03, -1.5485e-02, -9.7430e-02, -7.8159e-03,\n", + " -7.7335e-02, -3.2274e-02, -3.6957e-02, -3.2467e-02, -1.2070e-01,\n", + " -8.0370e-02, -5.4206e-02, 1.5898e-03, -1.9303e-02, -5.9299e-02,\n", + " 4.3355e-02, 6.5522e-02, 4.2278e-02, 3.6946e-02, 6.6319e-02,\n", + " 2.7210e-02, 5.5001e-02, 5.5594e-02, -1.1338e-02, -1.1602e-02,\n", + " -2.8153e-02, 6.3600e-03, -1.1655e-02, 2.2731e-02, 3.1409e-02,\n", + " -2.4729e-02, 1.3115e-01, -1.3296e-03, -1.2185e-02, -1.0660e-02,\n", + " 1.6047e-02, 4.6211e-02, 7.0008e-02, 1.9612e-02, -8.4920e-03,\n", + " 4.3705e-02, 5.4195e-02, 6.7499e-02, 9.9997e-02, -9.4226e-03,\n", + " -4.1924e-02, -1.3924e-02, -2.0435e-01, 6.9626e-03, 3.6331e-02,\n", + " -2.7858e-01, 1.2822e-01, 1.0720e-01, -8.8995e-02, -4.4343e-02,\n", + " -5.7953e-02, 6.2282e-02, -3.3493e-02, -1.3681e-02, 1.0070e-01,\n", + " -2.2497e-02, 2.0616e-03, 1.0779e-02, 1.3922e-01, 4.7188e-02,\n", + " -1.0429e-01, 1.0819e-02, 4.3405e-02, 5.4587e-03, -5.3056e-02,\n", + " 3.0840e-02, 4.1007e-02, -7.5758e-04, 2.0112e-02, 5.8127e-02,\n", + " -7.3880e-02, -2.9966e-02, 1.7235e-01, 2.9041e-02, 7.5667e-02,\n", + " -4.2465e-04, 1.7643e-02, 1.0043e-01, -1.4244e-01, -1.7804e-01,\n", + " 3.2432e-02, -4.4097e-02, 4.3006e-02, -3.7331e-02, -1.0277e-01,\n", + " 1.7347e-01, 1.9166e-01, -3.5467e-02, 4.5209e-02, -5.6387e-02,\n", + " 9.6223e-02, 8.2298e-02, -6.8806e-02, -1.6822e-02, 3.0415e-02,\n", + " 7.5992e-02, -5.3591e-02, -1.1431e-02, 1.1005e-01, -7.9729e-02,\n", + " 7.6659e-03, -4.6789e-02, 4.9577e-02, -3.0401e-02, 8.3421e-02,\n", + " 7.4027e-02, -5.6707e-02, 5.5148e-02, -8.4465e-03, -1.1093e-02,\n", + " 7.5298e-02, 2.9557e-02, 6.7714e-03, -3.2875e-02, 5.9804e-02,\n", + " 8.2721e-02, 3.4886e-02, 3.4073e-02, 1.1920e-01, -7.6276e-02,\n", + " -4.8948e-02, -2.1498e-02, -3.1448e-02, 8.8292e-03, -4.1286e-02,\n", + " -3.7431e-03, 4.8253e-02, -1.1355e-01, -2.9573e-03, -1.9384e-02,\n", + " -1.1001e-02, 6.5338e-03, 6.6579e-02, -5.3184e-02, -3.6235e-02,\n", + " -1.1003e-01, 8.5203e-03, 1.1073e-02, -1.1838e-02, 5.0264e-02,\n", + " -1.4368e-01, -1.9391e-02, 2.0079e-03, 3.9091e-02, 3.6562e-02,\n", + " -2.8407e-02, -5.2782e-02, 3.7331e-02, 1.6678e-02, -3.4163e-02,\n", + " 1.6394e-02, 1.0279e-02, 2.5235e-02, 1.3490e-02, -5.6397e-02,\n", + " 7.8470e-03, -1.0222e-01, -6.6660e-03, 1.0351e-01, 6.8676e-02,\n", + " 2.5114e-02, -7.1583e-02, -4.7836e-02, -5.6187e-02, -8.9400e-02,\n", + " -2.6316e-02, -8.7864e-02, 1.0683e-01, 8.2583e-02, 4.1450e-03,\n", + " 1.8948e-02, -1.1599e-02, -1.6343e-01, 4.7243e-02, 7.2265e-02,\n", + " 2.6492e-02, 4.1961e-02, -2.5109e-02, 1.3410e-01, -1.8804e-01,\n", + " 5.2777e-02, 4.7821e-02, -9.2843e-02, 2.4022e-03, 9.8555e-02,\n", + " 8.6549e-04, 1.8896e-02, -2.2239e-02, -6.6493e-02, 6.7852e-02,\n", + " -1.3036e-02, 3.1947e-02, -7.1311e-02, 1.0847e-01, 4.6095e-02,\n", + " 1.5757e-02, 1.0810e-01, 8.2497e-02, 3.9997e-02, 1.4333e-01,\n", + " -7.6095e-02, 2.2679e-02, 6.9882e-03, 6.5081e-02, 3.4911e-04,\n", + " 1.9732e-02, -2.5342e-02, 1.9004e-02, 8.9478e-02, -5.4429e-02,\n", + " 3.2051e-02, -6.7308e-02, -1.2531e-01, 1.0519e-01, -1.4127e-02,\n", + " 6.2957e-02, 1.3382e-02, -3.3949e-02, 4.7767e-02, -1.0996e-01,\n", + " 1.6009e-01, -1.4209e-01, -8.8265e-02, 2.2497e-01, -1.7973e-02,\n", + " -2.9550e-02, 8.4943e-02, 2.1528e-03, -2.8130e-02, -7.3684e-02,\n", + " -7.4747e-02, -7.4627e-02, -1.7595e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8813, 0.8574, 0.8512, 0.8526, 0.8330, 0.8610, 0.8475, 0.9017, 0.9080,\n", + " 0.8548, 0.8236, 0.7640, 0.8154, 0.7753, 0.8775, 0.8510, 0.8718, 0.8299,\n", + " 0.9056, 0.8005, 0.8296, 0.8071, 0.8740, 0.8761, 0.8322, 0.8631, 0.8166,\n", + " 0.8683, 0.8236, 0.8615, 0.8992, 0.8337, 0.8596, 0.8725, 0.8882, 0.8769,\n", + " 0.8806, 0.8278, 0.8434, 0.7985, 0.8911, 0.8616, 0.8967, 0.8444, 0.9075,\n", + " 0.8404, 0.8393, 0.8953, 0.8783, 0.8907, 0.8322, 0.8688, 0.8408, 0.7435,\n", + " 0.8365, 0.8371, 0.8957, 0.7818, 0.8893, 0.8237, 0.8807, 0.8440, 0.7014,\n", + " 0.8134, 0.8952, 0.8622, 0.8810, 0.8853, 0.8510, 0.8675, 0.8824, 0.8996,\n", + " 0.8637, 0.8418, 0.8741, 0.8176, 0.8747, 0.7882, 0.8101, 0.8368, 0.8875,\n", + " 0.9039, 0.8825, 0.8346, 0.7804, 0.8437, 0.8226, 0.8475, 0.8893, 0.8900,\n", + " 0.8686, 0.8792, 0.6282, 0.8562, 0.8296, 0.8380, 0.7203, 0.7966, 0.8688,\n", + " 0.8941, 0.9195, 0.9096, 0.8622, 0.8116, 0.8199, 0.6073, 0.8599, 0.9117,\n", + " 0.8327, 0.8307, 0.8634, 0.8669, 0.8133, 0.8613, 0.8882, 0.8493, 0.8648,\n", + " 0.8952, 0.8846, 0.8306, 0.8527, 0.6541, 0.8301, 0.8386, 0.7568, 0.8510,\n", + " 0.8646, 0.8282, 0.8680, 0.8181, 0.8891, 0.8565, 0.7160, 0.8449, 0.8812,\n", + " 0.8800, 0.8443, 0.8347, 0.8675, 0.6837, 0.8911, 0.8762, 0.8844, 0.8872,\n", + " 0.8743, 0.4173, 0.8946, 0.8769, 0.8693, 0.8106, 0.8619, 0.8605, 0.7974,\n", + " 0.8914, 0.9066, 0.8281, 0.8619, 0.7919, 0.8546, 0.6623, 0.8849, 0.9010,\n", + " 0.8349, 0.8934, 0.8562, 0.8611, 0.8592, 0.8193, 0.5833, 0.8781, 0.8930,\n", + " 0.8631, 0.8211, 0.8537, 0.8891, 0.6439, 0.8567, 0.8635, 0.8482, 0.8703,\n", + " 0.8802, 0.9204, 0.8634, 0.8509, 0.8726, 0.8707, 0.8594, 0.8608, 0.8937,\n", + " 0.8637, 0.8771, 0.8201, 0.8435, 0.8869, 0.8592, 0.8442, 0.8914, 0.8087,\n", + " 0.8520, 0.8232, 0.8643, 0.8388, 0.6820, 0.8310, 0.8753, 0.8208, 0.8721,\n", + " 0.8286, 0.8925, 0.8309, 0.8310, 0.8830, 0.8280, 0.8409, 0.8666, 0.7001,\n", + " 0.7338, 0.8965, 0.7481, 0.8447, 0.8762, 0.8605, 0.8669, 0.8486, 0.8686,\n", + " 0.6879, 0.8354, 0.8216, 0.8687, 0.8874, 0.8553, 0.8584, 0.8441, 0.8982,\n", + " 0.8702, 0.8446, 0.8535, 0.8207, 0.9000, 0.8150, 0.8630, 0.8876, 0.8766,\n", + " 0.8385, 0.8640, 0.7107, 0.8110, 0.8682, 0.8426, 0.7779, 0.8537, 0.8356,\n", + " 0.8616, 0.8917, 0.9012, 0.8574, 0.8362, 0.8423, 0.8785, 0.8624, 0.8919,\n", + " 0.8551, 0.8650, 0.8673, 0.7859, 0.8217, 0.8785, 0.8540, 0.8686, 0.8906,\n", + " 0.8735, 0.8791, 0.8513, 0.8626, 0.9067, 0.8950, 0.8301, 0.8793, 0.8617,\n", + " 0.8583, 0.7996, 0.8628, 0.9083, 0.7008, 0.8836, 0.8823, 0.8805, 0.8607,\n", + " 0.8243, 0.9175, 0.8250, 0.7715, 0.8520, 0.8779, 0.8334, 0.8210, 0.7295,\n", + " 0.7835, 0.8704, 0.8655, 0.8944, 0.8827, 0.8852, 0.8977, 0.8590, 0.8269,\n", + " 0.7933, 0.8884, 0.4084, 0.8750, 0.8571, 0.7062, 0.8582, 0.8374, 0.8920,\n", + " 0.8502, 0.8911, 0.8807, 0.8632, 0.7858, 0.8681, 0.8550, 0.8368, 0.8743,\n", + " 0.8904, 0.8765, 0.8206, 0.8742, 0.8854, 0.8739, 0.8232, 0.7490, 0.8597,\n", + " 0.8765, 0.8744, 0.8831, 0.8533, 0.9091, 0.8985, 0.8750, 0.8200, 0.9193,\n", + " 0.8375, 0.8845, 0.8442, 0.6381, 0.8866, 0.8460, 0.8815, 0.8751, 0.8688,\n", + " 0.8832, 0.8890, 0.7148, 0.8950, 0.8928, 0.8601, 0.8472, 0.8254, 0.8753,\n", + " 0.8741, 0.8665, 0.8270, 0.8551, 0.8566, 0.8839, 0.8245, 0.8705, 0.8744,\n", + " 0.8418, 0.8784, 0.8750, 0.8840, 0.8707, 0.8572, 0.8885, 0.8927, 0.8753,\n", + " 0.8274, 0.9072, 0.8740, 0.5495, 0.8762, 0.8528, 0.8462, 0.9022, 0.8412,\n", + " 0.8769, 0.8708, 0.8432, 0.8087, 0.8515, 0.8590, 0.8756, 0.8969, 0.9161,\n", + " 0.8513, 0.8384, 0.8752, 0.8864, 0.8555, 0.8056, 0.8523, 0.8846, 0.8031,\n", + " 0.8443, 0.8945, 0.8578, 0.8770, 0.9007, 0.8560, 0.8611, 0.8978, 0.9036,\n", + " 0.8545, 0.8316, 0.8684, 0.8544, 0.8722, 0.7177, 0.8523, 0.7641, 0.8601,\n", + " 0.8381, 0.8428, 0.8618, 0.8833, 0.8498, 0.8771, 0.8214, 0.8864, 0.8550,\n", + " 0.8706, 0.8488, 0.8835, 0.9107, 0.8303, 0.8704, 0.8606, 0.8473, 0.8320,\n", + " 0.8932, 0.8504, 0.6695, 0.8896, 0.8343, 0.8651, 0.8422, 0.8698, 0.8208,\n", + " 0.9086, 0.9044, 0.8646, 0.8158, 0.9006, 0.9114, 0.8883, 0.8775, 0.8445,\n", + " 0.8512, 0.8519, 0.7237, 0.8934, 0.8669, 0.8694, 0.7955, 0.8093, 0.8528,\n", + " 0.8242, 0.8754, 0.8722, 0.8343, 0.8551, 0.8891, 0.8419, 0.8676, 0.8607,\n", + " 0.8766, 0.8285, 0.8542, 0.8760, 0.8453, 0.7799, 0.8644, 0.8501, 0.8655,\n", + " 0.8412, 0.8669, 0.8072, 0.8960, 0.8921, 0.8496, 0.8056, 0.8730, 0.8680,\n", + " 0.8537, 0.6681, 0.8364, 0.8860, 0.8386, 0.8345, 0.8928, 0.8571, 0.8425,\n", + " 0.8242, 0.9002, 0.8442, 0.8629, 0.8781, 0.8810, 0.8420, 0.8347, 0.8439,\n", + " 0.8941, 0.8481, 0.8192, 0.8496, 0.6907, 0.8544, 0.8522, 0.8977, 0.8024,\n", + " 0.8633, 0.8376, 0.8688, 0.9048, 0.8637, 0.8956, 0.8660, 0.7286, 0.8174,\n", + " 0.8114, 0.9067, 0.8627, 0.8975, 0.8630, 0.8596, 0.8728, 0.8486, 0.9381,\n", + " 0.8273, 0.7073, 0.8759, 0.8315, 0.8877, 0.7592, 0.8766, 0.8584, 0.8452,\n", + " 0.8369, 0.8964, 0.7909, 0.8820, 0.8943, 0.8772, 0.8836, 0.8574, 0.8113,\n", + " 0.8722, 0.8671, 0.8984, 0.8307, 0.8624, 0.8928, 0.8519, 0.8675, 0.8412,\n", + " 0.8895, 0.8942, 0.8919, 0.8447, 0.9022, 0.8825, 0.7692, 0.8581, 0.8797,\n", + " 0.9120, 0.7044, 0.8878, 0.8872, 0.8512, 0.8772, 0.8749, 0.8338, 0.8723,\n", + " 0.8767, 0.7994, 0.8949, 0.8207, 0.8931, 0.8974, 0.8651, 0.9117, 0.8572,\n", + " 0.8222, 0.8562, 0.8596, 0.8901, 0.8808, 0.8666, 0.8638, 0.9245, 0.8928,\n", + " 0.8492, 0.8890, 0.8438, 0.8917, 0.8082, 0.8580, 0.8653, 0.8883, 0.8379,\n", + " 0.9000, 0.8324, 0.7439, 0.8819, 0.8234, 0.9080, 0.8738, 0.8219, 0.8358,\n", + " 0.8828, 0.8906, 0.8790, 0.8710, 0.8765, 0.8622, 0.8555, 0.8575, 0.8903,\n", + " 0.8743, 0.8020, 0.8353, 0.8414, 0.8576, 0.8534, 0.8859, 0.8916, 0.8331,\n", + " 0.8655, 0.8642, 0.8610, 0.8890, 0.8087, 0.9034, 0.8833, 0.8577, 0.8949,\n", + " 0.8975, 0.8255, 0.9074, 0.8696, 0.8534, 0.8461, 0.7035, 0.8356, 0.7987,\n", + " 0.8718, 0.8909, 0.8449, 0.8834, 0.9051, 0.8959, 0.8970, 0.8840, 0.8512,\n", + " 0.9065, 0.8445, 0.8793, 0.8503, 0.7292, 0.8738, 0.8515, 0.8184, 0.9029,\n", + " 0.8663, 0.8617, 0.8595, 0.9118, 0.8565, 0.8954, 0.8962, 0.8441, 0.8857,\n", + " 0.8992, 0.8513, 0.8234, 0.9082, 0.8868, 0.8992, 0.8892, 0.8821, 0.8601,\n", + " 0.8985, 0.8706, 0.8370, 0.8303, 0.8259, 0.8512, 0.7235, 0.9122, 0.8712,\n", + " 0.8369, 0.8733, 0.8807, 0.8432, 0.7850, 0.8453, 0.8961, 0.8808, 0.8079,\n", + " 0.8559, 0.8169, 0.8819, 0.8486, 0.9151, 0.8492, 0.8704, 0.9060, 0.8247,\n", + " 0.8195, 0.8797, 0.8977, 0.8559, 0.8646, 0.8835, 0.8547, 0.8545, 0.8513,\n", + " 0.8657, 0.8455, 0.8733, 0.8876, 0.9435, 0.7991, 0.8326, 0.8656, 0.8135,\n", + " 0.8827, 0.8028, 0.8631, 0.8763, 0.8951, 0.8454, 0.8475, 0.8575, 0.8511,\n", + " 0.8594, 0.8631, 0.9036, 0.9041, 0.8887, 0.8229, 0.8564, 0.8613, 0.8296,\n", + " 0.7501, 0.8811, 0.8651, 0.7969, 0.8611, 0.8495, 0.8607, 0.8396, 0.8665,\n", + " 0.8096, 0.8464, 0.9159], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1390e-01, -1.1665e-01, 7.8831e-02, 7.7967e-02, -1.4219e-01,\n", + " 1.2784e-01, -1.4822e-01, -7.8678e-02, -1.9629e-02, -5.5068e-02,\n", + " -4.2984e-02, -1.8579e-01, 1.0454e-01, -2.2779e-01, -5.8268e-03,\n", + " -5.3282e-02, 5.9936e-02, 3.5439e-02, 1.9045e-02, -2.4963e-01,\n", + " -1.7383e-01, 1.6144e-01, -1.4571e-01, -9.3093e-02, 4.3411e-02,\n", + " -1.4294e-01, -1.3664e-01, 6.2726e-02, 7.5539e-02, -6.0494e-02,\n", + " 4.0832e-04, -8.3176e-02, -9.5793e-02, 6.5415e-02, -7.0307e-02,\n", + " 2.6282e-02, 4.2935e-02, -1.5579e-01, -1.5991e-01, 1.0939e-01,\n", + " -3.9300e-02, 1.0368e-01, 3.5295e-03, -1.2932e-01, -3.5269e-03,\n", + " -3.0062e-03, 9.7201e-02, 2.7446e-03, -1.0314e-01, 1.2189e-02,\n", + " 9.3643e-02, -9.2640e-02, -1.7134e-01, 1.0050e-01, -5.6707e-02,\n", + " 3.6613e-02, -4.1702e-02, 1.0311e-01, -8.9570e-02, 7.2566e-02,\n", + " 4.6769e-02, -5.3675e-02, 1.4685e-01, 1.0339e-01, -2.5685e-02,\n", + " -8.7600e-02, -6.6334e-02, -3.7195e-02, -8.0110e-02, 1.3150e-02,\n", + " 1.6758e-02, -1.9003e-02, 6.6557e-02, 1.5249e-02, -1.3911e-01,\n", + " -4.4544e-03, -5.6573e-02, -1.4977e-01, -5.6714e-02, -1.2452e-01,\n", + " 1.7443e-02, -2.5136e-02, -8.1386e-02, -1.5475e-01, -5.9629e-02,\n", + " -8.6546e-02, 8.2098e-02, -1.7970e-01, -7.0450e-02, -3.8163e-02,\n", + " -6.1856e-02, 1.8391e-02, -2.9808e-01, 8.3022e-02, -7.8621e-02,\n", + " -1.3045e-02, -1.6036e-01, 8.6826e-02, -9.0755e-03, 1.2548e-02,\n", + " -3.8580e-02, -1.0711e-01, -3.4880e-02, 5.7908e-02, -1.2068e-01,\n", + " -1.7428e-01, 4.0936e-02, -3.9346e-02, -8.4877e-02, -1.3258e-01,\n", + " -1.6746e-02, -8.8139e-02, 1.3441e-01, 1.3720e-01, 2.1094e-02,\n", + " -1.4026e-02, -7.0517e-02, -6.0341e-02, 1.3067e-02, -1.7649e-01,\n", + " 3.2949e-02, 1.6598e-01, 4.6720e-02, -5.9231e-02, 1.5344e-02,\n", + " 1.5880e-02, 6.3583e-03, -7.9375e-02, -2.4685e-02, 1.0417e-01,\n", + " -1.1213e-01, -1.0103e-01, 6.3944e-03, -8.4543e-03, 5.1865e-02,\n", + " 1.0469e-01, 1.8944e-02, -2.2005e-02, 8.2715e-02, 5.4739e-02,\n", + " -5.3725e-02, -9.0106e-02, -2.3370e-02, -3.8736e-02, -5.7885e-02,\n", + " 2.2179e-01, -7.1403e-03, 6.2460e-02, -3.2305e-02, -1.5639e-01,\n", + " -2.1774e-02, -1.1440e-01, 3.7080e-02, -5.4547e-02, -5.0078e-02,\n", + " 3.1363e-02, -1.3961e-01, -1.9091e-01, -8.7539e-02, -4.9687e-02,\n", + " -2.8066e-02, -6.6049e-02, 3.9579e-02, -6.6498e-02, -7.6860e-02,\n", + " -1.8619e-01, -7.5232e-02, 7.7713e-02, 1.6122e-01, 1.1884e-03,\n", + " 1.2504e-02, -1.0282e-01, -6.8311e-02, -1.9146e-01, -1.1679e-01,\n", + " -1.6831e-01, -8.8271e-02, -3.0835e-02, 3.6159e-02, -6.0488e-02,\n", + " -7.4274e-03, -2.4512e-02, -3.6684e-02, -1.8299e-01, -1.4365e-01,\n", + " 1.8132e-02, -1.7497e-01, -1.0901e-01, -1.4602e-01, -2.0933e-02,\n", + " 2.9321e-02, 1.5511e-01, -1.6747e-01, 1.1587e-02, -2.1141e-02,\n", + " -8.3440e-02, -3.0854e-02, -1.3174e-01, 2.7529e-02, -6.7364e-03,\n", + " 3.6528e-02, -1.4086e-01, -1.2504e-01, -8.3627e-02, 1.1236e-02,\n", + " -1.4942e-01, -1.0115e-01, -2.9840e-02, -4.7005e-02, -3.2924e-02,\n", + " -8.2666e-02, 8.3771e-02, -1.3540e-01, -1.2749e-01, -2.7795e-02,\n", + " 9.1797e-02, 3.6652e-02, -1.6011e-02, -1.6091e-01, -5.4946e-02,\n", + " -5.4214e-02, -1.6053e-01, -1.1983e-01, -5.9900e-03, -5.1154e-02,\n", + " -1.0895e-01, -9.7342e-02, 4.3075e-03, -1.0011e-01, -5.0399e-03,\n", + " -1.1000e-01, 7.1476e-03, -7.2436e-02, -2.4048e-02, -4.7255e-02,\n", + " -1.0045e-01, -7.2288e-02, -1.1302e-01, -3.8734e-02, 1.2784e-02,\n", + " -2.6237e-02, 2.5187e-02, -4.1754e-03, -2.6134e-02, 3.2518e-02,\n", + " -5.3409e-02, 8.9556e-02, -5.5301e-02, 2.5950e-02, 1.3418e-01,\n", + " -7.4396e-02, -9.7121e-02, -1.4815e-03, -8.5810e-03, 1.9281e-03,\n", + " 2.9663e-02, 8.9484e-02, 5.7098e-02, -8.5201e-02, -4.5369e-02,\n", + " -1.0570e-01, 8.3536e-02, -1.3177e-01, -3.2931e-02, -1.4440e-01,\n", + " -1.0173e-01, -2.7385e-02, -4.6725e-02, -1.0274e-01, -5.4094e-02,\n", + " -5.8594e-02, -4.9529e-02, -5.3373e-02, 2.8353e-02, 6.0680e-02,\n", + " -8.1981e-02, 6.1692e-03, 7.1972e-02, -2.2878e-02, 1.0981e-01,\n", + " -1.5983e-01, -1.1674e-01, -6.9300e-02, 4.5295e-02, 1.2084e-02,\n", + " -9.3912e-03, -6.4539e-02, -1.5068e-01, -1.3463e-01, -2.4047e-02,\n", + " -7.1621e-02, -7.4643e-02, 5.5769e-02, -3.3885e-02, -1.5425e-01,\n", + " -6.0234e-02, -2.2631e-02, -2.0503e-01, -1.1604e-02, 5.4391e-02,\n", + " 8.1761e-03, 2.1507e-02, -1.1163e-03, -6.1713e-02, -1.2849e-01,\n", + " -1.7019e-01, 4.6019e-02, 5.9621e-02, -7.0314e-02, 5.2985e-02,\n", + " -2.2976e-02, -8.9172e-02, -5.8457e-02, 8.7454e-02, -8.4727e-02,\n", + " 8.5664e-02, -3.5916e-02, -5.7460e-03, -3.4084e-02, -4.6146e-02,\n", + " -7.4513e-02, -3.8387e-03, -1.0033e-01, 2.9268e-02, -4.3624e-02,\n", + " -1.2249e-01, -3.6546e-02, -3.2154e-02, -1.0369e-02, -5.0400e-02,\n", + " -1.5590e-02, -1.1637e-02, 1.5974e-02, -1.5629e-01, 1.7407e-02,\n", + " -3.0625e-02, -5.8181e-02, -6.1492e-03, -3.9176e-02, -8.4612e-02,\n", + " -2.5534e-03, -1.1055e-01, -7.7808e-02, -1.3482e-02, 9.5974e-03,\n", + " -2.1181e-01, 1.4316e-02, 4.5502e-02, 3.6416e-02, 2.8010e-02,\n", + " -1.0117e-02, -1.4065e-01, -2.4300e-04, 4.3143e-02, -5.6624e-03,\n", + " 8.8525e-03, 1.0983e-02, -5.9229e-02, 9.8544e-02, -4.1654e-02,\n", + " -1.0534e-01, 5.7480e-03, 2.6208e-02, -4.3545e-02, -8.7024e-02,\n", + " -1.5548e-02, -2.1836e-02, -3.8114e-02, 1.0298e-02, -2.0284e-02,\n", + " 3.4147e-02, 2.6439e-03, -9.3330e-02, -5.4738e-02, 4.2688e-02,\n", + " -1.8756e-02, -2.9410e-02, -2.4548e-02, 8.1395e-02, -3.3935e-02,\n", + " -4.3599e-02, 1.1841e-01, -1.1681e-01, 7.1123e-02, -6.3510e-03,\n", + " -4.8680e-02, 5.9464e-02, -1.3177e-01, -8.3339e-02, 9.1023e-02,\n", + " -4.1967e-02, -6.2708e-02, -1.1090e-01, -3.8308e-02, -1.1182e-01,\n", + " -8.5756e-03, 2.7861e-03, -9.3864e-03, 1.6391e-02, -7.6644e-02,\n", + " -9.7901e-03, 4.2064e-02, -3.2841e-02, 3.4349e-02, -2.7945e-02,\n", + " 1.4071e-01, -1.1341e-01, -3.6469e-02, -6.6835e-02, -1.7925e-03,\n", + " 1.4326e-01, 3.8118e-02, -1.6209e-02, -1.1271e-02, 2.2338e-02,\n", + " -9.8916e-02, -4.1670e-02, -1.3785e-02, -8.8816e-02, 1.2707e-02,\n", + " 1.7138e-02, 1.3404e-01, -1.1331e-01, 6.4880e-02, 6.4197e-02,\n", + " -8.6263e-02, -4.9500e-02, 3.1972e-02, 2.2599e-02, -3.0710e-02,\n", + " -2.4831e-02, -6.6243e-04, -8.5255e-03, -5.7810e-02, -1.1216e-01,\n", + " -1.2129e-01, 9.0616e-02, -1.9404e-03, 1.1091e-02, 6.5962e-02,\n", + " -6.2329e-02, -8.2871e-02, -5.4778e-02, 1.0354e-01, -2.9214e-02,\n", + " -8.4231e-03, 6.0036e-02, -7.1029e-02, 8.3194e-03, 6.5129e-02,\n", + " -1.3680e-02, -7.2589e-02, -1.5742e-01, 1.3516e-01, -1.2590e-01,\n", + " -3.1945e-02, -1.6451e-02, -6.8513e-02, -2.4702e-02, 6.0106e-02,\n", + " -3.2388e-02, 7.9071e-02, -6.2730e-02, -1.9677e-01, -1.1503e-01,\n", + " 8.0264e-02, 8.2517e-02, -5.5305e-02, -1.1768e-01, -5.5024e-02,\n", + " -4.0631e-02, 5.5058e-02, -3.0103e-02, -1.3708e-02, -4.7523e-02,\n", + " -1.5087e-02, 1.0196e-02, -7.4297e-03, 4.5909e-02, -3.4873e-03,\n", + " 6.5345e-03, -8.3580e-02, -2.2941e-02, -5.3681e-02, 6.0409e-02,\n", + " -4.4018e-02, -1.0360e-01, -1.1562e-01, 1.1560e-01, -1.4434e-03,\n", + " -2.3169e-02, 3.0068e-02, -1.7445e-01, 4.3186e-02, 6.6103e-02,\n", + " -6.1207e-02, 2.0407e-01, -8.5580e-02, 2.7238e-02, -4.0028e-02,\n", + " -2.4874e-02, -3.9683e-02, -4.6737e-02, -5.0407e-02, 2.1016e-02,\n", + " 5.0805e-02, -1.4510e-03, -1.6641e-02, 3.9254e-02, -5.8193e-02,\n", + " -4.6452e-02, 3.4050e-02, -9.5315e-02, -3.6789e-02, 7.1892e-02,\n", + " -1.7678e-01, 6.4440e-02, -9.4712e-02, 7.1628e-02, -9.9155e-02,\n", + " 3.1993e-03, -9.2809e-02, -1.4075e-01, 4.9495e-02, 2.6812e-02,\n", + " -2.0903e-02, -7.2676e-02, -4.8262e-02, -1.0089e-01, -3.6742e-02,\n", + " 5.9245e-02, 5.7778e-03, -6.8968e-02, -9.2427e-03, -1.9557e-02,\n", + " 5.3600e-03, 1.5975e-02, -8.8211e-02, -5.1822e-02, 4.1611e-03,\n", + " -1.0023e-01, 6.9267e-02, 6.8400e-03, -7.6836e-02, -1.0431e-02,\n", + " 7.3596e-02, 6.7217e-02, 8.5371e-02, -8.0719e-02, -1.2290e-01,\n", + " 3.6945e-04, 1.1718e-01, -6.9809e-02, -9.9024e-02, -1.4840e-01,\n", + " 1.5997e-02, -1.0993e-01, -8.0660e-02, -1.0705e-01, -1.2745e-02,\n", + " -1.2986e-02, 2.4532e-02, 5.3248e-02, 1.9189e-02, -1.3375e-02,\n", + " -3.6296e-02, -7.8239e-02, 4.7332e-02, -2.9053e-02, -1.9499e-02,\n", + " -6.6485e-02, -2.1250e-02, -4.2672e-02, -8.2024e-02, -8.1351e-02,\n", + " -8.9959e-02, -1.3901e-02, -7.0075e-02, -8.2925e-02, -7.1737e-02,\n", + " 4.0327e-02, 1.9277e-02, -9.2309e-02, -5.7053e-02, -5.0018e-02,\n", + " -1.0186e-01, -2.5335e-01, -3.1588e-02, 2.2731e-02, 2.6649e-02,\n", + " -2.7793e-02, 9.5598e-02, -2.7437e-02, 2.6008e-02, -1.2188e-01,\n", + " -3.1583e-02, -1.1452e-01, -4.5263e-02, -9.9991e-02, -9.7824e-02,\n", + " -8.0818e-02, -6.4721e-02, 4.8815e-02, -9.1994e-02, -6.2005e-02,\n", + " -9.3439e-02, -6.3052e-02, -9.4674e-02, -9.1139e-03, -5.1104e-03,\n", + " 2.2302e-02, -7.2592e-03, -6.1536e-02, -4.0224e-02, -1.2194e-02,\n", + " -5.0976e-02, -4.1435e-02, 4.6077e-03, -7.7037e-02, -1.1271e-01,\n", + " -2.8697e-02, 4.5820e-02, 1.2351e-03, 1.7720e-02, -1.3660e-02,\n", + " -4.4712e-02, -1.8344e-01, 1.5368e-02, -3.6642e-02, 9.8411e-03,\n", + " -4.9670e-02, -1.3901e-01, 5.6113e-02, -1.5526e-01, -2.1385e-01,\n", + " -2.9478e-02, -1.0807e-01, -6.2420e-02, -8.5315e-02, -1.4957e-01,\n", + " 6.4303e-02, -8.0532e-02, -6.2750e-02, -8.4264e-02, -1.8904e-02,\n", + " -1.8970e-02, -4.7516e-02, 1.4014e-02, -1.6170e-02, -1.6056e-01,\n", + " -2.4450e-02, -3.3146e-02, -2.1757e-02, -9.9578e-02, 5.7499e-02,\n", + " -3.5133e-02, 1.3578e-02, 7.4952e-03, -2.6173e-02, 2.0284e-02,\n", + " -5.9353e-02, 1.8639e-02, -8.2435e-02, 3.1317e-03, -6.3031e-02,\n", + " 2.5431e-02, -3.2412e-02, 1.5484e-02, -7.1239e-02, 2.5012e-02,\n", + " -3.1950e-02, -1.5165e-01, -2.0520e-02, 5.9398e-02, -5.7582e-02,\n", + " 8.9468e-03, -1.7598e-01, -4.7102e-02, -8.2343e-02, 2.2838e-02,\n", + " -1.1826e-01, 1.6896e-02, -1.2250e-01, 4.9143e-02, -3.1080e-02,\n", + " 8.4133e-02, -1.5245e-01, 3.9442e-02, 8.7750e-03, -4.5157e-02,\n", + " -2.7348e-02, -1.3242e-01, -5.8362e-02, -8.6614e-02, 5.9548e-02,\n", + " -1.7448e-01, 8.1735e-02, 5.3137e-03, -8.9261e-02, 7.2023e-02,\n", + " -1.2011e-01, -2.0418e-02, 6.9912e-02, -2.8254e-02, -5.5049e-03,\n", + " -7.3350e-02, -2.0064e-01, -1.2997e-01, -6.8822e-02, -1.4080e-02,\n", + " 4.4765e-02, -1.2806e-01, -3.2615e-02, -9.6477e-02, 8.4426e-02,\n", + " -7.4945e-02, -1.3258e-02, -9.8831e-02, -9.7651e-02, -9.8774e-02,\n", + " 4.5569e-02, 7.1473e-02, -5.3017e-02, 3.0854e-02, -1.0203e-01,\n", + " -2.5931e-02, -1.9127e-02, -4.3186e-02, 9.1931e-02, -9.0020e-02,\n", + " 7.7260e-02, -1.0540e-01, -6.9562e-02, -5.2821e-02, -1.4137e-01,\n", + " -5.4485e-02, -1.4792e-01, 1.2444e-02, 7.9305e-02, 1.6976e-02,\n", + " 5.6281e-02, -5.0034e-02, -9.4223e-02, 5.0014e-02, -6.4389e-02,\n", + " -9.6374e-02, -1.2395e-02, 1.6991e-02, -7.5919e-02, -4.8153e-02,\n", + " -6.2486e-03, 8.4230e-02, 4.2237e-03, -8.4307e-02, -2.1625e-02,\n", + " -5.7297e-02, 2.3033e-01, -1.1155e-01, 2.9333e-02, -3.7273e-02,\n", + " -4.5407e-02, -1.0447e-01, -5.3914e-02, 8.0090e-02, -4.6270e-03,\n", + " -2.5479e-02, -8.2794e-03, -2.5881e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.7401e-02, -1.9291e-01, 4.3323e-02, 1.7938e-01, -8.0236e-02,\n", + " 2.4005e-01, -1.1202e-01, -7.8751e-02, 1.3820e-01, -2.4162e-01,\n", + " 1.9788e-01, -3.2046e-01, 3.5266e-02, 5.7152e-01, -5.9514e-02,\n", + " -2.5558e-02, 9.7958e-02, -4.7495e-02, -2.0452e-01, 3.0384e-04,\n", + " 3.0269e-01, 4.9826e-02, -2.9197e-02, 2.3859e-01, 1.9353e-01,\n", + " 1.0818e-01, 2.7912e-01, 6.2726e-02, -1.7285e-01, 4.8728e-02,\n", + " 1.9279e-02, -6.0480e-01, 3.9256e-01, -7.9017e-02, 1.6132e-01,\n", + " -1.3183e-01, 3.9428e-02, -1.7957e-01, -3.6977e-01, -9.7590e-02,\n", + " 2.4884e-01, -5.0123e-01, -1.2705e-01, 1.8036e-01, 2.6864e-01,\n", + " -3.3052e-02, 4.0202e-02, -2.3219e-01, -2.2097e-01, -7.6807e-01,\n", + " -1.4138e-01, -3.0365e-02, 1.5214e-01, 2.2344e-02, -1.1351e-01,\n", + " 5.1425e-01, -6.0770e-02, 1.0859e-01, 2.2945e-01, -5.8607e-02,\n", + " 1.5877e-01, 3.0504e-01, 1.5530e-02, -1.7050e-01, 2.5679e-02,\n", + " 3.4530e-02, -4.4972e-02, 1.1572e-01, -1.0898e-02, -2.4639e-01,\n", + " 2.0304e-01, 5.1958e-02, 8.2174e-02, -3.7794e-02, -9.4073e-02,\n", + " 1.0866e-01, -5.7799e-02, 5.4606e-02, 6.5927e-02, -2.3248e-02,\n", + " 3.0077e-03, -4.2155e-02, -3.7933e-02, -4.9624e-02, -1.0784e-01,\n", + " 3.4556e-02, -3.9302e-02, -1.0872e-01, -7.1739e-02, 9.6908e-03,\n", + " 9.0675e-03, -7.1353e-02, -8.7316e-02, 4.7099e-03, -6.6161e-02,\n", + " -2.3102e-02, -8.1012e-03, 6.9632e-02, 1.5587e-02, 9.7417e-02,\n", + " -3.4201e-02, 6.8928e-02, -9.7154e-02, 7.0142e-02, 7.6802e-02,\n", + " 1.1351e-01, 1.1783e-02, 4.7201e-02, 4.3435e-02, -7.4256e-02,\n", + " -9.7082e-03, -4.2258e-02, -1.5530e-02, -9.8819e-02, -1.4638e-01,\n", + " -4.6412e-02, -1.0261e-01, -1.4291e-02, -3.7498e-02, 7.4583e-02,\n", + " 4.3043e-02, -9.8697e-02, -2.0072e-02, 2.0106e-01, -1.4984e-01,\n", + " -6.7465e-02, -1.0095e-01, -8.5957e-02, -3.5652e-03, -1.1572e-01,\n", + " 4.6878e-02, -3.4828e-02, 6.4929e-02, -7.7147e-02, -2.4635e-02,\n", + " 6.6648e-02, -7.9239e-02, -1.7105e-01, -3.7808e-02, 2.5104e-02,\n", + " 4.2505e-02, 2.8048e-02, 1.4517e-01, 4.0346e-02, 9.6284e-04,\n", + " -4.8951e-02, 2.9839e-02, 3.6595e-02, -7.8285e-02, 5.8430e-02,\n", + " -3.1545e-02, 1.3572e-05, 3.9711e-02, 1.2736e-01, -8.7563e-02,\n", + " 3.9859e-02, 1.0033e-01, -7.4510e-02, -1.6218e-03, 3.5997e-02,\n", + " 4.7103e-02, 4.5471e-02, -1.7895e-02, -7.7034e-02, 5.9095e-02,\n", + " -4.3738e-02, 7.9470e-02, 5.1710e-02, 2.1161e-02, 3.7506e-02,\n", + " 6.1330e-02, 3.5609e-02, -1.2313e-01, 2.2542e-02, 5.6095e-02,\n", + " 5.3364e-02, -3.5278e-02, 7.1244e-02, 8.2379e-04, -5.6600e-02,\n", + " -1.1471e-02, -4.4076e-02, 4.8719e-02, 3.7014e-02, -1.7388e-02,\n", + " 1.2162e-03, -1.0723e-01, 3.7519e-02, -3.0026e-02, -3.3506e-02,\n", + " 1.1565e-02, 3.1384e-02, -6.5740e-02, 8.3105e-03, -1.7270e-02,\n", + " 7.8223e-03, 2.5945e-01, -2.7431e-02, 2.2435e-02, -2.7130e-02,\n", + " -7.4701e-02, 4.8946e-02, 7.8298e-02, 2.8335e-02, -6.6221e-02,\n", + " -5.1260e-03, 1.5789e-02, 1.3513e-01, 1.2040e-01, -1.4774e-02,\n", + " -1.4304e-01, -1.7764e-01, 1.2650e-02, 1.3414e-01, 8.3950e-02,\n", + " 1.1077e-01, -3.2819e-03, 5.2631e-02, 2.3453e-02, 6.4731e-03,\n", + " 1.8291e-03, 2.3977e-02, 2.0584e-01, 9.5416e-02, -3.4927e-02,\n", + " -1.7747e-01, -1.0400e-02, 9.0581e-04, 1.6166e-02, 5.9650e-04,\n", + " -4.8536e-02, -1.0709e-02, -9.3212e-02, -6.7488e-02, 1.1837e-01,\n", + " 1.2597e-02, 6.4708e-03, -9.4143e-03, 7.5260e-02, 5.7329e-02,\n", + " -8.8307e-02, -6.3424e-02, 1.6317e-02, -3.5685e-02, -6.1375e-02,\n", + " 2.3274e-02, 1.9794e-02, -9.0860e-03, -7.3606e-02, 9.4653e-02,\n", + " -2.8704e-02, -4.9168e-02, -2.9979e-02, -9.5690e-04, -1.3449e-01,\n", + " -1.3013e-02, -3.5617e-02, 9.0639e-02, -1.1522e-02, 8.8135e-03,\n", + " 1.6642e-02, 4.7921e-02, -3.1218e-02, 6.6427e-02, 2.2744e-02,\n", + " 1.6848e-01, 2.0963e-02, 8.0559e-02, 2.5272e-02, 4.7366e-03,\n", + " 4.9050e-02, -2.0236e-02, 5.1112e-02, 3.3184e-02, 2.3881e-02,\n", + " -2.0470e-02, 6.0018e-03, 7.2297e-02, -1.9234e-02, 1.5953e-01,\n", + " 2.2193e-02, 8.5221e-02, 2.5792e-02, -5.1984e-02, 3.1775e-02,\n", + " 8.4801e-02, 1.1435e-01, 3.5538e-02, -2.1207e-02, 8.3370e-02,\n", + " 2.7088e-02, -8.8519e-02, 9.1213e-02, 9.5087e-02, -1.2118e-02,\n", + " -8.5363e-02, 8.6120e-03, 1.2580e-02, -7.6445e-02, 9.3554e-03,\n", + " -5.4501e-02, -8.5012e-02, 1.8553e-02, -6.7776e-02, -6.8568e-02,\n", + " 2.3525e-02, 1.3468e-02, 1.0999e-01, -8.7911e-02, 1.0159e-01,\n", + " -5.1901e-02, 3.6815e-02, -3.4808e-02, 4.5627e-02, -8.6520e-02,\n", + " -2.3993e-02, -1.5043e-02, 2.7044e-02, -2.3963e-02, -5.5387e-03,\n", + " 8.8432e-02, 2.8200e-01, -2.5186e-01, -1.5410e-02, -1.6501e-02,\n", + " -1.4623e-03, -3.3067e-02, -3.3572e-02, -1.1046e-01, 5.6020e-02,\n", + " -1.3662e-02, -1.0006e-02, 9.0125e-02, 7.4870e-02, -1.2805e-01,\n", + " -2.1124e-01, -2.9786e-02, -1.3784e-01, 6.4861e-02, -9.5555e-02,\n", + " -1.2770e-01, 1.0024e-01, 1.4802e-02, -4.4453e-02, -8.7169e-02,\n", + " -3.9633e-03, -2.4002e-01, 5.7239e-02, 1.0228e-01, -3.3580e-03,\n", + " -9.9570e-02, 9.5709e-02, 5.9332e-02, -1.1028e-01, 1.9294e-01,\n", + " -1.4885e-01, 6.1422e-02, -4.2677e-02, -7.5416e-02, -3.4016e-02,\n", + " 2.7294e-02, -5.3553e-02, 2.9993e-02, -3.1759e-02, 4.0601e-01,\n", + " 2.3167e-02, 3.2866e-02, 4.1195e-02, -5.6629e-03, -3.2880e-02,\n", + " -9.0919e-02, -3.3525e-02, 3.9037e-02, 6.9891e-02, -8.6486e-03,\n", + " 3.0687e-02, 9.5992e-02, -4.4150e-02, -6.4296e-02, -3.0199e-01,\n", + " -2.2590e-01, -4.1151e-01, -4.3698e-01, 7.5826e-02, -2.4988e-01,\n", + " -8.2912e-02, -3.4150e-02, 1.7640e-01, -1.0418e-01, 2.3403e-02,\n", + " -2.0422e-01, -1.2157e-02, 3.6635e-02, 2.1835e-01, -1.2326e-01,\n", + " 3.8653e-02, 5.7464e-02, 2.0802e-03, -8.1775e-02, -1.7244e-01,\n", + " -6.4426e-02, -1.0049e-01, 2.9854e-02, -1.8018e-01, 4.8382e-02,\n", + " -3.8950e-02, -6.3456e-02, -1.5157e-01, -3.9102e-02, -3.3721e-02,\n", + " -2.4625e-01, 5.4934e-03, 1.3207e-01, -8.3650e-03, 8.7725e-02,\n", + " -2.9042e-01, 2.7721e-01, 1.0687e-01, 4.1447e-02, -1.5541e-01,\n", + " -9.4352e-02, -1.7287e-01, -4.3980e-02, -6.5762e-02, -5.7427e-02,\n", + " 6.6827e-04, 5.9933e-02, 1.3544e-01, -7.2072e-02, 7.1482e-02,\n", + " -8.5740e-02, 8.3660e-02, 1.0695e-02, 3.3234e-02, -7.0859e-02,\n", + " 1.9967e-02, -1.1350e-01, 1.6345e-02, 6.8226e-02, -2.1934e-01,\n", + " 4.6143e-04, -2.5745e-02, -3.2159e-01, 1.5358e-02, 7.9365e-02,\n", + " -3.4820e-02, -1.4596e-01, 7.2880e-02, -2.0824e-05, 4.7024e-02,\n", + " 2.5688e-01, -4.7095e-01, -6.6639e-02, 4.8159e-01, 2.6234e-01,\n", + " 3.5385e-01, 3.9258e-01, -3.4655e-01, -1.9475e-01, -9.8058e-02,\n", + " 8.9933e-02, -5.7762e-02, -1.6486e-01, 1.5234e-01, -3.8826e-01,\n", + " -2.0400e-01, -2.3079e-01, -2.1718e-01, -8.6208e-02, -1.4926e-01,\n", + " -2.0054e-01, -2.7061e-01, -1.2592e-01, -1.6973e-01, 2.1768e-01,\n", + " -1.5391e-01, -2.4069e-01, 2.1508e-01, -2.5296e-01, 4.2894e-01,\n", + " 3.7157e-03, 4.0459e-02, -4.6713e-01, -2.9303e-02, 2.1096e-01,\n", + " 1.6176e-01, 6.1145e-04, 1.8605e-01, -1.3775e-01, 3.4399e-01,\n", + " -5.6662e-01, -2.7615e-01, -5.0557e-01, 2.8335e-01, -5.8811e-01,\n", + " -7.0092e-01, 2.8765e-01, 3.3375e-01, -1.7870e-01, 2.1806e-01,\n", + " 2.2881e-02, -3.0103e-01, 1.0171e-01, -1.7965e-01, -1.1183e-01,\n", + " 7.2925e-02, -3.9713e-01, -1.0196e-01, -1.0436e-01, 7.9703e-02,\n", + " -5.9812e-02, -5.3056e-01, 6.5432e-02, 3.6535e-02, -5.3827e-02,\n", + " -6.2709e-02, -2.8601e-02, 5.2201e-03, 4.7674e-02, -6.8753e-02,\n", + " 9.7936e-02, 3.5278e-02, -2.0344e-02, -3.9926e-02, 3.8153e-02,\n", + " -1.1066e-01, -1.0533e-01, -8.5338e-03, -2.0358e-02, -6.9203e-02,\n", + " -2.9690e-02, -1.1890e-01, -5.2118e-02, 9.9308e-02, -6.5722e-02,\n", + " -6.0665e-02, 3.2036e-02, -1.4648e-01, -1.5592e-02, -6.1896e-02,\n", + " 2.2321e-03, -9.4182e-03, -1.2984e-01, 4.7386e-02, 9.7452e-02,\n", + " -2.6901e-02, -3.1980e-02, -2.7670e-02, 3.0195e-02, -2.8657e-02,\n", + " -1.7345e-02, -1.3053e-02, -8.2754e-02, -5.6725e-02, 4.4882e-02,\n", + " 5.9572e-02, -2.3670e-02, 1.8529e-02, -7.2095e-02, 6.0430e-03,\n", + " -1.3751e-02, 7.8475e-02, -4.7651e-03, 1.5870e-01, 5.7106e-02,\n", + " -1.9217e-02, 1.0148e-01, -2.0870e-02, -3.3065e-02, 5.4554e-02,\n", + " 3.1362e-02, 5.4967e-02, -1.7688e-02, -2.6511e-02, 5.2095e-02,\n", + " 5.4950e-02, 3.0885e-02, -2.7935e-01, -1.7911e-01, -3.6325e-02,\n", + " 8.0177e-02, -9.2838e-02, 2.6680e-01, 5.2826e-02, 5.2659e-01,\n", + " 2.3738e-02, -2.7004e-02, -1.1598e-01, 8.2998e-02, -5.3937e-03,\n", + " 1.2544e-01, 4.6839e-02, 1.3354e-01, -6.8599e-02, -7.4546e-02,\n", + " -7.6010e-02, -7.5588e-02, -1.3243e-01, -4.3550e-01, -3.6437e-01,\n", + " -2.3909e-02, -1.5308e-03, -1.0018e-02, -2.7686e-02, 1.8601e-02,\n", + " -2.1496e-03, 1.0781e-01, -1.0217e-01, -6.2894e-02, 6.3951e-02,\n", + " 2.2398e-02, -1.0495e-01, -1.0544e-01, 4.1004e-02, -6.6425e-03,\n", + " -3.1254e-03, -1.4618e-01, -2.8819e-02, 4.8572e-03, 5.5334e-02,\n", + " -2.4217e-01, -2.2615e-01, -1.6632e-01, -9.2963e-03, 2.9202e-02,\n", + " -6.0500e-04, -2.3830e-01, -1.0281e-01, -1.0042e-01, 4.7992e-03,\n", + " 3.5260e-01, -1.2483e-01, -1.1267e-03, 2.3980e-02, -1.2845e-01,\n", + " 1.9506e-01, 9.3427e-02, -1.6417e-02, 6.6907e-02, 9.7830e-03,\n", + " 4.8175e-03, 7.3457e-02, 5.4863e-02, 7.7609e-02, 7.5370e-02,\n", + " -1.4311e-01, -3.1666e-02, -9.1558e-02, 1.0005e-01, -6.1133e-02,\n", + " -1.1792e-01, 9.4439e-02, 5.4228e-03, -2.7255e-02, 7.1354e-02,\n", + " 1.1114e-01, -3.9307e-02, 8.5591e-02, -2.6156e-02, 8.7522e-02,\n", + " -1.1720e-02, 1.2673e-01, -1.9623e-02, -4.9810e-02, 4.1353e-02,\n", + " 2.1537e-02, 3.2684e-02, -6.0462e-02, -5.7426e-02, 3.7954e-02,\n", + " 1.2734e-01, -2.6477e-02, 2.0659e-02, 1.0931e-03, -1.0296e-02,\n", + " -1.2209e-01, 5.4027e-02, 3.3193e-02, 1.1389e-01, 1.4029e-01,\n", + " -6.6942e-03, 1.0500e-02, -1.1846e-01, -2.1476e-02, 9.7272e-02,\n", + " -1.1038e-01, -3.9916e-02, 1.1623e-01, 7.3951e-02, 7.8511e-02,\n", + " -1.4695e-02, -2.5335e-02, 1.8448e-01, -1.7120e-02, -3.6414e-01,\n", + " 6.1059e-02, 3.4991e-02, -1.8360e-01, -5.5163e-02, 1.2012e-02,\n", + " -1.1553e-02, 1.0856e-02, 1.2387e-01, 5.9824e-02, 4.5210e-02,\n", + " 1.2616e-01, -5.2116e-02, -2.8955e-01, -2.5435e-02, -3.5189e-02,\n", + " -2.8003e-01, -1.6785e-03, 2.0809e-02, -1.8647e-02, 3.6469e-02,\n", + " 1.0084e-01, -3.1630e-02, 1.4494e-01, 2.7698e-02, 9.1592e-02,\n", + " 1.7535e-02, -6.8275e-02, -6.4260e-03, -1.7920e-01, 7.6568e-02,\n", + " 1.5092e-01, 1.3750e-02, 1.4350e-02, -3.1672e-02, -6.9084e-02,\n", + " -2.6363e-02, 2.6504e-03, -3.0310e-01, 1.5175e-02, 1.5714e-02,\n", + " -6.7489e-02, -4.6076e-02, -2.4279e-02, 3.4887e-02, 4.4388e-02,\n", + " -3.8094e-05, 8.2800e-03, -5.3391e-02, -3.3122e-02, 1.3488e-03,\n", + " -8.6461e-03, -7.5108e-02, 9.4278e-03, -9.8894e-02, -1.7617e-01,\n", + " 5.8668e-02, -6.0852e-03, -8.1850e-03, -1.5102e-03, -1.4256e-01,\n", + " 2.7651e-02, 1.3266e-01, -4.5344e-02, 3.4987e-03, 4.7621e-02,\n", + " 1.4191e-01, -6.6175e-02, 4.5432e-02, 2.9622e-02, 3.3786e-02,\n", + " -2.9737e-02, 1.0960e-02, 6.1805e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.8864e-03, -3.7920e-03, -1.0204e-02, 9.6965e-03, -9.4182e-04,\n", + " -9.1801e-03, -6.6994e-03, -6.8458e-03, 1.0434e-03, 1.1223e-02,\n", + " -6.3290e-04, -1.4645e-02, -1.7272e-03, -1.7601e-04, -5.9446e-03,\n", + " -2.0997e-03, -3.7822e-03, 8.9314e-03, 6.8931e-04, -9.1639e-03,\n", + " 7.5055e-03, 8.7156e-04, 6.5694e-03, -6.9106e-03, 4.8351e-03,\n", + " -1.1603e-03, 5.5579e-03, 4.9860e-03, 1.3077e-03, -3.7074e-03,\n", + " -2.7086e-03, 8.2095e-03, -3.3429e-03, 4.0947e-03, 7.9517e-03,\n", + " 3.0151e-03, 5.9390e-03, 2.5865e-03, 3.6677e-04, 1.1440e-02,\n", + " -1.6160e-03, -3.2119e-03, 2.7412e-03, 2.6648e-03, -1.1376e-02,\n", + " -7.2017e-03, 2.1323e-03, -6.9598e-05, 7.5300e-03, 5.3440e-03,\n", + " 7.6919e-04, -2.5566e-03, -6.7765e-03, -2.5441e-03, -3.3530e-03,\n", + " 9.6085e-04, 5.9524e-03, 8.5567e-03, -9.3078e-03, -2.2102e-03,\n", + " -3.1527e-03, -1.3124e-03, -5.5001e-03, 1.4377e-03, -3.4542e-03,\n", + " -2.0842e-03, 1.8147e-03, -2.7070e-03, 8.9651e-03, 6.5369e-03,\n", + " -4.4592e-03, -1.8053e-03, -5.5572e-04, -8.1231e-04, 2.2218e-03,\n", + " -6.3143e-03, -2.3270e-03, 9.6768e-04, -2.5219e-03, -5.3091e-04,\n", + " 1.2673e-03, -9.8661e-05, 3.1251e-04, -1.1379e-03, -3.0799e-03,\n", + " -4.2686e-03, -4.7291e-03, -2.1221e-03, 4.3327e-03, -1.3494e-03,\n", + " -1.7631e-03, -2.0291e-03, -1.9567e-03, -3.6595e-05, -3.4878e-03,\n", + " 1.4382e-03, -1.5259e-03, -9.2281e-03, -2.3213e-03, -2.2544e-04,\n", + " -2.4641e-03, -9.4448e-03, -2.6212e-03, -7.5622e-03, 3.1935e-03,\n", + " -2.8990e-03, 1.1717e-03, 7.6283e-03, 1.7658e-04, -6.1153e-04,\n", + " -3.2401e-04, 6.5781e-04, 3.1908e-03, -2.0966e-03, -5.4493e-03,\n", + " 3.1613e-03, -3.9642e-03, -4.5325e-03, 3.4783e-03, 8.8594e-04,\n", + " 2.6833e-03, 1.7678e-03, -4.0250e-04, -5.1945e-03, 1.6859e-03,\n", + " 1.6479e-03, -4.1935e-03, -5.7644e-03, -4.6200e-03, -1.4830e-03,\n", + " 1.5467e-03, -6.2534e-04, -1.4941e-03, 2.8613e-04, 1.8572e-03,\n", + " -6.1249e-03, 6.0235e-04, -4.2025e-04, -1.9017e-03, -1.5404e-03,\n", + " -1.7946e-03, 5.1760e-03, -3.1946e-03, 4.7664e-04, -8.2404e-04,\n", + " 3.8312e-04, -1.5869e-03, 1.6525e-04, -1.2294e-03, -4.4211e-03,\n", + " 6.8137e-04, -3.8578e-04, 2.0197e-03, -1.0238e-03, 5.8450e-04,\n", + " 1.0547e-03, -1.4884e-03, -8.7190e-05, 3.8967e-04, 1.1453e-04,\n", + " -5.0942e-03, 9.1090e-04, -2.2266e-03, 2.0957e-03, -2.2978e-04,\n", + " 7.8712e-03, -2.5771e-03, -8.2943e-04, -1.2981e-03, -4.4920e-03,\n", + " 2.3816e-03, 1.4135e-03, 1.6135e-03, -1.2878e-03, 1.7790e-03,\n", + " -3.8769e-04, -6.4455e-03, 1.9155e-04, -1.5852e-03, 6.1532e-04,\n", + " 3.3506e-03, -2.0754e-03, -1.0843e-03, 2.7724e-03, -2.4932e-03,\n", + " -4.0104e-04, -2.2142e-03, 2.0399e-03, -2.4692e-03, 2.2686e-03,\n", + " -9.1335e-04, -9.8656e-04, -2.3671e-03, 9.2383e-03, -1.4735e-02,\n", + " 4.1297e-03, 8.6690e-03, 1.8570e-03, 2.2227e-03, -7.9687e-03,\n", + " 3.5640e-04, 2.3982e-03, -1.1389e-03, 5.5696e-03, -3.6811e-03,\n", + " 5.0381e-03, -1.7867e-03, 8.3245e-04, -7.3718e-03, 5.9949e-03,\n", + " -1.7438e-03, -8.1021e-03, 6.4859e-03, 5.7550e-03, 2.9357e-03,\n", + " 5.7179e-03, 4.6345e-03, 5.9657e-03, 4.8382e-03, -1.5555e-03,\n", + " 1.1156e-03, 4.5944e-03, 1.5010e-02, -2.0269e-03, -4.8763e-03,\n", + " -2.0839e-04, -5.1766e-03, 1.7482e-03, -1.8701e-03, 1.1025e-04,\n", + " -5.6711e-03, 2.1185e-03, -7.2874e-03, 2.2598e-03, 1.0162e-02,\n", + " 1.8845e-03, -1.4699e-03, -3.7169e-03, -2.6841e-03, -1.6907e-03,\n", + " -6.3081e-03, 4.3452e-03, 4.6513e-03, -5.9412e-03, 8.4986e-03,\n", + " 2.9962e-03, -4.8494e-04, 1.3852e-03, -8.3101e-03, 4.3592e-03,\n", + " 4.3225e-03, 1.3832e-03, 2.7971e-03, -1.1173e-03, -1.3535e-02,\n", + " -2.3157e-03, -2.3111e-03, 1.1161e-03, 5.7665e-03, -8.4509e-04,\n", + " 2.7114e-04, -8.9070e-04, 3.0386e-04, -4.6601e-04, -2.0390e-03,\n", + " 6.6251e-03, -3.0459e-03, 9.1050e-04, -9.0437e-04, -1.1776e-04,\n", + " 2.9888e-03, -3.3928e-03, 1.6084e-03, -3.1888e-03, 2.4842e-03,\n", + " -6.1281e-05, -1.4499e-03, 2.5702e-03, -7.3600e-04, 7.7803e-03,\n", + " 4.8451e-03, -5.9787e-04, -4.6689e-03, -7.9980e-03, 9.8724e-04,\n", + " -3.2834e-04, 4.4747e-04, -1.0137e-03, 1.5330e-03, -4.0473e-04,\n", + " -3.2741e-03, -6.7506e-03, 5.2435e-04, 2.0359e-03, 1.4207e-03,\n", + " 2.9997e-03, -3.8783e-03, -5.6306e-04, -3.4150e-03, 3.6326e-05,\n", + " -3.7099e-03, -3.5370e-03, 1.8841e-03, -5.1860e-03, -1.7327e-03,\n", + " -8.6447e-04, -2.0851e-03, 6.1789e-03, -3.3506e-03, 1.0383e-02,\n", + " -3.2912e-03, 5.1046e-03, -8.8663e-04, -1.3625e-03, -7.3437e-03,\n", + " 8.1199e-04, 7.3736e-04, 2.4696e-03, 3.0135e-03, 3.9140e-03,\n", + " 3.8263e-03, 9.8112e-03, -1.2032e-02, -5.9389e-03, 2.8625e-03,\n", + " -2.6579e-03, 5.9393e-04, 1.6701e-04, -9.0945e-03, -1.1272e-03,\n", + " -4.5967e-03, -5.8125e-03, 2.0422e-03, 5.5889e-03, 1.6407e-05,\n", + " -4.2698e-03, -8.8266e-03, -1.1785e-02, 5.4829e-03, -4.7904e-03,\n", + " -1.5639e-02, -2.2440e-03, 3.5186e-03, -8.7062e-04, -4.1537e-03,\n", + " -1.0835e-02, -9.7388e-03, 1.6305e-03, 8.7105e-03, -6.3246e-03,\n", + " -4.8037e-03, 1.2816e-03, -3.2646e-03, -4.7552e-03, 5.3130e-03,\n", + " -9.9705e-03, 7.4446e-03, -4.1645e-03, 3.2563e-03, -9.0932e-03,\n", + " 4.2611e-03, -4.2160e-03, -1.5179e-03, -2.4368e-03, 9.5646e-03,\n", + " 4.4721e-03, -3.6140e-03, 7.5697e-03, -5.9208e-03, -1.0227e-02,\n", + " -6.3301e-03, 6.7129e-03, 6.3966e-03, 6.7046e-03, -1.6842e-03,\n", + " 4.1417e-03, 7.1355e-03, -2.9689e-04, -7.0472e-03, -9.7944e-03,\n", + " -5.1884e-03, -8.6330e-03, -1.4939e-02, -1.8159e-03, 4.6790e-04,\n", + " 4.7333e-03, -5.9530e-03, -5.6735e-05, 6.6876e-04, 2.3838e-03,\n", + " -2.1449e-03, -4.1451e-03, -9.3098e-04, 3.0214e-03, 1.3008e-03,\n", + " -1.1650e-03, 1.2669e-03, -1.4863e-03, -1.3163e-03, 3.6620e-04,\n", + " -1.6640e-03, -1.1364e-03, -1.8480e-03, -9.0164e-04, 1.1377e-03,\n", + " 1.2703e-04, 1.2299e-03, -5.0128e-03, -1.0981e-03, -3.5256e-03,\n", + " 1.9365e-03, 4.0605e-03, 4.2061e-03, 2.0532e-04, 9.9544e-04,\n", + " -3.9466e-03, 1.4191e-03, 2.3726e-03, -1.2348e-03, -8.5911e-04,\n", + " -7.6963e-03, 1.6002e-03, -1.9623e-03, -2.0168e-03, 1.4708e-03,\n", + " 2.7847e-03, -2.2359e-04, -2.6114e-03, 4.3120e-03, 2.9389e-03,\n", + " -4.3910e-05, 7.6802e-04, 3.4301e-03, 1.8255e-03, -7.2051e-04,\n", + " -3.8689e-03, 8.7396e-04, 2.4040e-03, 9.9436e-04, -2.9554e-03,\n", + " 3.0419e-03, 4.7947e-03, 5.2486e-04, -2.1069e-03, 6.5562e-03,\n", + " -4.0207e-03, -1.9228e-03, 6.2938e-03, -2.2470e-03, 3.7082e-03,\n", + " 6.0265e-04, -2.2564e-03, 5.5990e-03, 1.6672e-03, -7.3592e-04,\n", + " -7.7785e-04, -1.1941e-03, -3.3078e-03, 2.9185e-03, -1.1964e-03,\n", + " 1.1070e-03, 4.2601e-03, -3.1079e-03, -6.9167e-04, -4.2888e-03,\n", + " 4.5363e-03, -2.5049e-04, -2.2041e-03, 1.4667e-03, 7.1591e-05,\n", + " 1.4709e-03, -5.4180e-04, 1.2851e-03, -2.9364e-03, 1.7520e-03,\n", + " 2.5921e-03, -5.9296e-04, -2.3190e-06, 1.7449e-03, 5.9809e-03,\n", + " -3.8634e-03, 3.5763e-03, -4.2118e-04, -1.5737e-03, 1.6124e-03,\n", + " 2.0291e-03, -1.7407e-03, -2.4228e-03, -1.3183e-03, -4.1393e-05,\n", + " -1.4261e-03, -1.7750e-03, -2.8010e-03, -1.4559e-03, 2.9431e-03,\n", + " -1.1614e-03, 5.4140e-04, 1.0681e-03, -1.6632e-03, -1.7974e-03,\n", + " 3.5012e-03, 1.3842e-03, 2.5939e-04, 4.0897e-04, -1.1220e-03,\n", + " 2.4114e-03, 6.6540e-03, -2.3331e-03, -1.7094e-03, 2.6322e-04,\n", + " 3.5295e-03, -4.1708e-03, 8.7087e-04, 2.5144e-03, 6.1607e-03,\n", + " 4.3703e-04, 4.5960e-03, -2.5320e-03, 2.9805e-03, -3.3104e-03,\n", + " 1.8067e-03, -1.2367e-02, 3.9774e-04, 4.1174e-03, 1.8460e-03,\n", + " -2.4544e-03, -6.3479e-03, 7.4358e-03, -4.4827e-07, -2.0132e-03,\n", + " 4.2510e-03, 5.9132e-03, 1.7954e-03, 1.3392e-03, 4.1095e-03,\n", + " -2.3878e-03, -2.9876e-03, -4.6853e-03, -2.2183e-04, -1.2802e-03,\n", + " -1.0531e-03, -3.4892e-03, -3.1661e-03, 1.6409e-03, 3.1161e-03,\n", + " 1.0700e-03, 3.6358e-04, -4.6413e-04, -6.3655e-03, -2.7087e-03,\n", + " -4.3630e-03, -5.3657e-03, -3.7727e-03, -2.4930e-03, -8.9650e-03,\n", + " 7.1695e-03, -2.8698e-03, -1.4860e-03, -4.4762e-03, -2.0421e-03,\n", + " 4.2984e-03, -5.1646e-03, 8.0363e-03, 4.3941e-03, 4.8997e-04,\n", + " -9.4026e-04, 3.7241e-03, -3.2480e-03, -7.3976e-03, 2.7683e-03,\n", + " -1.1384e-04, -1.3450e-03, -7.4123e-03, -2.3809e-03, -1.9191e-03,\n", + " 4.0261e-03, 4.0378e-03, 1.9171e-03, 5.2539e-03, -8.0426e-03,\n", + " -7.7738e-03, 2.1508e-02, -1.1017e-02, 5.2020e-03, -4.8865e-03,\n", + " 5.9453e-05, 4.7726e-03, -7.0948e-03, 6.6702e-03, -1.8048e-03,\n", + " -3.4444e-04, -1.2458e-02, 4.9001e-04, -2.3609e-03, -2.0094e-03,\n", + " -3.8489e-04, -2.7201e-03, 1.1727e-02, 6.6617e-03, 7.4070e-03,\n", + " -1.0998e-03, 6.6015e-04, -2.0887e-04, 7.0304e-04, 7.7849e-03,\n", + " -3.1964e-03, 5.8595e-03, 4.6069e-03, -1.3459e-03, 7.2665e-03,\n", + " -5.6875e-03, 3.2508e-03, 2.6177e-03, 3.1561e-03, -5.0458e-04,\n", + " -8.8344e-03, 6.6315e-04, 7.4492e-03, 2.0102e-03, -4.8155e-03,\n", + " 5.9655e-03, 1.4672e-02, 2.3976e-04, -4.4565e-03, -4.4663e-03,\n", + " -5.1171e-03, 2.3899e-03, 5.8440e-03, 7.5458e-03, -5.4085e-04,\n", + " -2.1859e-02, 1.6570e-02, -6.4025e-03, 2.5339e-03, 2.5311e-03,\n", + " -2.7487e-03, -1.2058e-02, 5.6184e-03, 4.7682e-04, -6.0213e-03,\n", + " 3.1070e-03, -2.1259e-03, -7.6522e-04, -1.8059e-04, 4.8791e-03,\n", + " 1.1708e-03, -3.7747e-03, -2.3746e-03, 2.4899e-03, -6.7272e-03,\n", + " -3.2433e-03, -1.1775e-05, 5.3036e-03, 9.1220e-04, 7.8102e-04,\n", + " 4.0655e-03, 4.2874e-03, 8.8439e-03, 3.4074e-03, -6.4734e-03,\n", + " -6.2925e-03, -3.6042e-03, -3.7622e-03, -5.1092e-03, 8.5398e-03,\n", + " 4.6334e-03, -1.0576e-02, -6.1426e-04, 4.8565e-04, -3.6687e-03,\n", + " -4.0892e-04, 4.4586e-03, 4.4266e-03, 1.3382e-04, -8.1909e-03,\n", + " -7.2138e-04, -2.0883e-03, -9.2540e-04, 1.4711e-02, 8.1801e-03,\n", + " -1.9486e-03, 2.2548e-03, -5.8958e-03, 6.4875e-04, -3.1496e-04,\n", + " 4.7867e-03, 2.6504e-03, 1.7183e-03, 5.7314e-04, 3.8297e-03,\n", + " 1.2167e-02, 6.1022e-03, 1.1039e-02, -4.8437e-03, -1.9810e-03,\n", + " 5.9115e-03, -2.1197e-03, -6.1378e-03, 3.2512e-03, -6.8234e-03,\n", + " -6.3618e-03, 3.4486e-03, -3.9694e-03, 9.0210e-03, 5.5330e-03,\n", + " -1.6106e-02, -6.7415e-03, 8.2348e-03, 1.3659e-03, -2.6068e-03,\n", + " 2.1291e-03, 1.2475e-04, 9.6433e-03, -3.9675e-03, 4.9522e-03,\n", + " -2.0645e-03, -1.9196e-03, -6.7336e-03, 3.0581e-03, 1.2371e-02,\n", + " -4.5600e-05, 1.2580e-03, -2.3360e-03, 8.6142e-03, -6.8681e-03,\n", + " -1.1791e-02, -3.7670e-03, 5.5993e-03, 7.9832e-03, 7.3518e-04,\n", + " -1.2464e-03, -5.2448e-03, 8.3337e-03, -1.5569e-03, -2.9295e-03,\n", + " 1.6983e-03, -5.7960e-04, 8.2921e-03, -4.0819e-03, -6.2789e-03,\n", + " -7.9830e-04, 2.0727e-04, 3.9924e-03, -6.8986e-03, -1.1345e-03,\n", + " 5.1001e-03, -2.8266e-03, -3.2442e-03, -7.8169e-03, 4.3664e-04,\n", + " -3.7742e-03, -8.2126e-04, -3.1569e-03, 2.1225e-03, -4.5232e-03,\n", + " 1.4649e-03, 7.0737e-03, 1.8060e-03, -1.4328e-03, -2.4855e-03,\n", + " -1.9413e-03, 6.0605e-03, -8.9847e-04, 1.5735e-03, 3.8169e-04,\n", + " 3.4617e-03, -3.0984e-03, 1.8808e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 4.5738e-02, 5.4060e-02, 6.8116e-03, 6.5594e-03, 1.1418e-02,\n", + " -6.2234e-02, -3.8486e-02, 5.1516e-02, -2.6638e-02, -1.3844e-02,\n", + " 7.6829e-02, 2.0616e-03, -2.2336e-02, -4.0005e-02, -3.0773e-02,\n", + " 7.1391e-04, 3.4531e-02, -4.6206e-03, -1.6876e-03, -5.8001e-02,\n", + " -8.2514e-02, 9.7684e-03, -3.0995e-02, -1.8354e-02, -5.8660e-02,\n", + " 1.2928e-01, -2.3430e-02, 4.3221e-02, -1.7451e-02, -2.0318e-02,\n", + " 5.0006e-03, 5.4496e-03, 2.3911e-02, -2.5579e-02, 3.8921e-02,\n", + " 1.2335e-02, -5.6021e-02, 4.9597e-02, -5.5645e-02, -5.5621e-02,\n", + " -2.6764e-02, 2.7499e-02, 3.4258e-02, 9.1302e-02, -4.0228e-02,\n", + " -2.0094e-02, -2.7890e-02, -1.7142e-02, 3.5876e-02, -6.7437e-02,\n", + " 1.8707e-02, -1.9219e-02, 3.0533e-02, -8.7052e-03, -1.0841e-01,\n", + " 3.1059e-02, 4.1276e-02, -2.2803e-02, 8.8845e-02, 6.7064e-03,\n", + " -3.5659e-02, 2.4537e-02, -3.5974e-03, -1.3669e-02, -2.1372e-02,\n", + " -3.1748e-02, -9.6244e-03, 1.3381e-02, -2.1192e-02, 7.3801e-03,\n", + " -1.5336e-03, -1.0199e-02, 2.7004e-02, 1.4522e-03, -1.2905e-02,\n", + " 1.4673e-02, -1.0017e-02, 1.0340e-02, 1.7587e-02, -6.6074e-03,\n", + " -1.5740e-02, -3.8136e-04, -2.5764e-02, 1.2074e-02, 5.9462e-03,\n", + " -3.8016e-03, -7.3528e-03, 8.5183e-03, 1.8761e-03, -7.0704e-04,\n", + " 2.7768e-02, 1.9859e-02, -4.4256e-03, -1.5318e-02, -1.5926e-02,\n", + " -1.8873e-02, 9.0146e-03, -1.6359e-02, -7.6257e-03, -3.1054e-02,\n", + " 3.7175e-04, -1.2971e-02, -9.2432e-03, -7.9731e-03, 1.4280e-02,\n", + " -6.5783e-03, 6.6466e-05, 5.2154e-03, 1.4880e-02, 3.4392e-03,\n", + " -1.4999e-02, -1.6617e-03, 2.0139e-02, 1.2562e-02, -7.0828e-03,\n", + " 1.4245e-02, 5.8190e-03, -1.5577e-02, -3.6502e-03, 5.1390e-03,\n", + " 6.5000e-03, -7.0216e-03, 1.2160e-02, -1.0279e-02, 1.8282e-02,\n", + " -7.4902e-03, 9.9139e-03, -1.5963e-02, -2.8592e-02, 4.6317e-03,\n", + " 7.6059e-03, 2.1920e-02, 1.3328e-02, -1.1694e-02, 1.3372e-02,\n", + " 1.7906e-03, 3.9766e-02, -7.3308e-04, -1.6948e-02, -1.2797e-02,\n", + " -3.3425e-03, 2.4924e-02, 3.1228e-02, 9.2781e-03, 2.5796e-02,\n", + " -1.8840e-02, -2.7123e-02, -5.9001e-03, 2.2847e-02, -2.5211e-02,\n", + " -3.1423e-02, -2.9189e-02, 3.3303e-03, 9.5530e-03, -8.5212e-03,\n", + " 8.7912e-03, 1.0325e-02, 9.0434e-03, 3.9793e-02, 1.3290e-02,\n", + " 1.0464e-02, 2.5935e-02, 1.7893e-02, 1.3260e-02, -1.5206e-02,\n", + " -2.6480e-02, 2.3672e-02, -1.2244e-02, 7.7961e-03, 2.1565e-03,\n", + " 1.1181e-02, -1.9732e-02, -1.0842e-02, 2.4202e-03, 1.3086e-02,\n", + " 2.8121e-02, -3.1649e-02, 7.2478e-03, 1.2495e-02, -8.7636e-03,\n", + " -6.1758e-03, -1.7599e-02, 1.1346e-02, -8.9381e-03, -3.1718e-03,\n", + " 1.1466e-02, 3.4767e-02, -3.0738e-02, -2.3501e-03, -1.7291e-02,\n", + " -1.6155e-02, -1.6215e-02, -5.4094e-03, -1.6692e-02, -1.3919e-02,\n", + " -5.9826e-02, 1.1018e-02, -3.6353e-02, 9.8880e-03, 5.0697e-03,\n", + " -5.9095e-03, -3.6296e-02, 9.6645e-04, 1.3894e-02, 7.6008e-03,\n", + " -1.7017e-02, -2.8648e-02, 1.0463e-02, -3.8293e-03, 6.7040e-03,\n", + " 2.4638e-04, 8.1397e-03, -2.4258e-03, -8.1946e-03, -1.8011e-02,\n", + " 2.8132e-02, 6.7150e-03, 2.2642e-03, 1.6945e-02, 2.1516e-02,\n", + " 2.8668e-02, 1.5520e-02, 8.3782e-03, -8.2259e-03, 2.4867e-02,\n", + " 8.9144e-03, -9.0029e-03, -1.1116e-02, -4.3535e-03, 4.7812e-03,\n", + " 3.0893e-02, -1.0940e-02, 1.6094e-02, -1.8200e-02, 5.9884e-04,\n", + " -8.3336e-03, -5.2415e-03, -9.7981e-03, -5.3629e-03, -2.0483e-02,\n", + " 7.5786e-03, -5.0450e-03, 1.4225e-02, 4.2740e-02, -3.7598e-02,\n", + " 2.1308e-02, -7.7719e-03, 1.4394e-02, 3.5008e-02, 2.1804e-02,\n", + " -1.5501e-02, -1.5751e-02, -1.8285e-02, -1.8029e-02, -3.5182e-03,\n", + " -1.2817e-02, -2.9035e-02, -1.6179e-04, 1.4140e-02, 9.3429e-03,\n", + " -4.7303e-03, -8.2208e-04, 1.7819e-02, 3.6203e-03, 1.9417e-02,\n", + " -1.0137e-02, 7.6455e-03, 2.0412e-02, -6.8408e-03, 1.4567e-02,\n", + " -6.6725e-03, 4.3297e-03, -4.8947e-03, 9.8093e-03, -5.2336e-03,\n", + " 7.9865e-03, 6.8182e-05, 7.4595e-03, -2.0245e-02, -1.5482e-02,\n", + " 9.3461e-03, 4.7828e-03, 1.2332e-02, 1.9932e-02, 2.5046e-02,\n", + " 9.3578e-03, 3.5525e-03, 2.5693e-02, -2.1706e-02, -2.8862e-03,\n", + " 1.6819e-02, 1.8929e-02, -2.6021e-02, -9.5851e-04, 2.0031e-02,\n", + " 7.1706e-03, -1.0658e-02, 1.3796e-03, 1.4438e-02, 6.5283e-03,\n", + " 5.5566e-04, 1.5362e-02, 7.9920e-03, -8.3282e-03, 2.4289e-02,\n", + " -1.1444e-02, -1.6465e-02, -1.9315e-02, 9.3850e-03, 3.3091e-03,\n", + " -8.3314e-03, 8.2765e-03, 1.8024e-02, -8.3783e-03, -2.5804e-02,\n", + " 5.6153e-03, 4.6136e-03, 1.1985e-02, -1.5193e-02, 7.3023e-04,\n", + " 4.1302e-02, 8.9764e-02, -2.3806e-02, -8.8155e-02, -1.7469e-02,\n", + " -1.4600e-02, 4.2978e-02, -3.9046e-02, 2.5730e-02, -3.9445e-02,\n", + " 2.0419e-04, -2.9998e-02, 1.6834e-02, 5.0792e-03, 1.4156e-02,\n", + " 8.0001e-02, 5.6412e-03, -8.8589e-03, -2.0408e-02, -2.2367e-03,\n", + " 2.9574e-03, -1.7497e-02, 3.6145e-02, -7.1696e-03, -1.6583e-02,\n", + " -1.5195e-02, -1.1783e-01, 2.5482e-02, 2.5890e-02, -3.4386e-02,\n", + " 2.2777e-01, 6.3421e-02, -2.6587e-02, -6.6445e-02, 8.0680e-02,\n", + " -1.0756e-02, 6.0179e-02, 2.9442e-02, -7.7175e-03, 4.1876e-02,\n", + " 1.5583e-03, 3.4619e-02, -2.5976e-01, 3.1439e-02, 7.0228e-02,\n", + " -4.0085e-02, -2.4246e-02, 3.7964e-02, 1.8443e-02, 5.3255e-02,\n", + " 7.4902e-02, -6.3729e-03, 3.4789e-02, 6.1687e-03, 4.5933e-02,\n", + " -5.7235e-02, 2.3929e-02, 5.8945e-02, -7.4002e-02, -6.7214e-03,\n", + " -1.8440e-02, 4.7118e-03, -4.4746e-02, 9.2411e-02, -1.5237e-02,\n", + " -2.5598e-02, 3.4688e-02, 7.1165e-03, -1.5611e-02, 3.7053e-02,\n", + " 1.8952e-02, -4.2247e-02, -1.8364e-02, 1.6282e-02, 2.0554e-02,\n", + " 5.5451e-02, 2.4814e-02, -5.3418e-03, -1.3918e-03, 4.9183e-03,\n", + " -2.9443e-03, -2.2746e-02, 3.3954e-02, -7.0161e-03, 3.1266e-02,\n", + " 3.5897e-02, -1.1167e-02, -1.7973e-02, -2.4982e-02, 1.5816e-02,\n", + " -1.6401e-02, -4.3393e-03, 1.0676e-04, 3.9358e-03, -2.9543e-03,\n", + " -8.6158e-03, 1.8521e-02, 2.9346e-03, 3.1651e-02, 1.4023e-02,\n", + " -3.2715e-02, 1.9613e-02, 1.2917e-02, -2.2137e-02, -8.7689e-03,\n", + " 1.2457e-02, 6.1458e-03, 1.5590e-02, -2.6444e-02, -2.5736e-02,\n", + " 2.7821e-02, -3.1836e-02, 3.5742e-03, -2.1086e-02, -1.3115e-02,\n", + " -2.3918e-02, 2.5447e-02, -2.1790e-02, -1.3324e-02, 1.6237e-02,\n", + " 3.2162e-02, 1.5902e-02, 2.7387e-02, 1.2101e-02, 3.8885e-03,\n", + " 4.9779e-03, -8.6542e-03, -3.7031e-02, 1.4921e-02, 3.4198e-02,\n", + " -3.1670e-02, 6.8530e-02, 5.0782e-03, -1.4548e-02, -2.1819e-02,\n", + " -1.0860e-02, -9.3261e-04, 6.3181e-03, -8.2895e-04, 1.5920e-03,\n", + " -2.2638e-02, 1.6502e-02, -2.1362e-02, 1.3103e-02, 1.2195e-03,\n", + " 9.1683e-03, 9.3849e-03, -7.2100e-03, 1.4608e-02, -3.0782e-02,\n", + " 7.5216e-03, -4.0434e-03, 9.6405e-03, 2.7423e-03, -1.1360e-02,\n", + " -2.5903e-02, -3.7067e-02, 1.0033e-02, -1.3863e-02, 2.1918e-03,\n", + " 1.0192e-04, 1.1425e-02, 1.7836e-03, 9.1691e-03, 1.9551e-02,\n", + " -6.9255e-03, -1.4041e-02, 2.1675e-02, -2.8138e-02, -2.7520e-02,\n", + " -1.4492e-02, -2.9070e-02, 4.4026e-02, -1.9535e-02, 2.2504e-02,\n", + " 1.8042e-02, 9.0056e-03, 1.0863e-02, 5.7831e-02, -1.2569e-03,\n", + " 1.4554e-02, -3.2607e-03, -1.7826e-02, -1.7194e-02, 2.6149e-03,\n", + " 6.3823e-02, 2.2396e-02, 1.1720e-02, -1.4946e-02, -3.1412e-03,\n", + " -6.8680e-03, -7.5069e-03, 1.5528e-02, -4.3966e-04, -1.1080e-02,\n", + " 1.1569e-02, -1.4961e-02, -7.8867e-03, -1.5197e-03, 8.5534e-03,\n", + " -2.6021e-03, -1.9276e-02, -2.3270e-03, -1.2734e-03, 5.2770e-03,\n", + " 1.2396e-03, -1.1878e-02, -2.6378e-02, -2.8764e-02, 1.4139e-02,\n", + " 1.3712e-02, 4.3666e-03, -6.8525e-03, -1.8076e-03, 2.2752e-02,\n", + " 1.5598e-02, -3.9831e-03, -8.4481e-03, -1.1272e-02, 2.2945e-02,\n", + " -1.5937e-03, -1.6253e-02, -1.6511e-02, -1.0181e-02, -2.4559e-02,\n", + " 7.1372e-03, -2.7288e-03, 5.7070e-03, -6.1483e-03, -1.1001e-02,\n", + " 2.5056e-02, -1.7224e-03, 1.9658e-02, 3.6255e-03, -1.2220e-02,\n", + " -2.7436e-02, -1.5837e-02, -1.8847e-03, -1.1611e-02, -9.7360e-03,\n", + " -1.1612e-02, -1.4312e-02, 3.0254e-02, 1.8050e-03, -2.1424e-02,\n", + " -2.0129e-03, 3.1754e-03, -1.7510e-02, -7.1361e-03, -2.9820e-02,\n", + " -5.3133e-03, -8.8385e-03, 4.1274e-03, 7.9169e-03, -7.2025e-03,\n", + " -9.7901e-03, 2.7419e-03, -4.3452e-02, 3.9055e-02, 1.8454e-02,\n", + " 1.7890e-02, -1.3443e-01, 1.4384e-02, 4.2887e-02, -3.0807e-02,\n", + " 4.0943e-02, -7.1124e-02, 3.0853e-02, -2.5864e-02, -1.0010e-01,\n", + " -4.1834e-02, 1.2873e-02, -7.3123e-02, 2.8232e-02, 1.0659e-01,\n", + " 5.0881e-02, 7.1152e-02, -5.3858e-02, -1.0730e-02, -7.3995e-02,\n", + " 5.5358e-02, 4.1068e-02, -5.5560e-02, 6.8438e-02, 2.6907e-02,\n", + " -9.0061e-03, 8.9399e-03, 3.1738e-02, -4.3498e-02, 2.1270e-02,\n", + " 1.6818e-02, 2.1433e-02, 3.2076e-01, 2.6895e-02, -4.8798e-02,\n", + " -6.9648e-02, -8.0949e-03, -4.1211e-02, 3.3665e-02, 8.9617e-02,\n", + " 1.6576e-03, 2.4617e-03, 1.9711e-02, -1.5327e-02, 4.4568e-02,\n", + " 4.6717e-02, -3.7913e-02, -3.2467e-02, 2.8339e-02, -7.6821e-02,\n", + " 1.3280e-01, -8.5387e-03, 5.1193e-02, 5.6907e-03, 4.0891e-02,\n", + " -2.7368e-02, 4.0910e-02, -2.2837e-02, -4.6640e-02, 4.9400e-02,\n", + " -3.9090e-03, 5.5962e-03, -1.0186e-03, -3.0000e-03, -1.3671e-02,\n", + " -1.2876e-03, 3.6076e-03, -1.8669e-02, 1.6226e-02, 7.9551e-04,\n", + " -9.7195e-03, 7.1594e-03, -5.1167e-03, -3.3683e-03, -7.2262e-03,\n", + " -2.9478e-02, 1.0043e-02, 9.7399e-03, 7.4130e-03, -1.8975e-02,\n", + " -8.9296e-03, -1.2796e-03, 2.0581e-02, -1.5794e-03, -1.2326e-02,\n", + " 1.6085e-03, 2.4353e-04, 2.0142e-03, -6.5398e-03, -1.4215e-02,\n", + " -5.8513e-03, 1.6297e-02, -2.8030e-03, -7.9368e-04, 1.0407e-02,\n", + " -3.5609e-02, 1.8935e-02, -1.0251e-02, 6.5173e-03, 4.0503e-03,\n", + " -3.1667e-03, 1.2662e-02, 2.7787e-02, 3.1839e-02, -2.8668e-02,\n", + " -1.0995e-02, -1.1949e-02, 1.4303e-02, -1.2929e-02, -4.4056e-04,\n", + " 1.1006e-02, 4.2627e-03, -5.1123e-03, 1.5984e-02, 1.5332e-02,\n", + " 7.2632e-03, 5.8363e-03, -4.9838e-03, -3.1341e-02, 3.0208e-02,\n", + " -1.4114e-02, -1.1301e-02, -5.8285e-03, 9.9461e-03, -4.1243e-02,\n", + " -4.5605e-02, -1.5046e-02, -3.0261e-02, -2.5489e-02, -1.6769e-03,\n", + " -2.9195e-02, 1.2706e-02, -1.2136e-02, -3.1533e-03, 1.3528e-02,\n", + " -7.0733e-02, 2.5320e-02, 2.7058e-02, 2.0164e-02, 1.0746e-02,\n", + " -7.7328e-03, 4.9702e-02, -5.6548e-03, -7.3922e-03, 4.3517e-02,\n", + " -2.6649e-02, 1.5476e-02, 3.5802e-03, 4.1707e-03, 2.4165e-03,\n", + " 4.3395e-03, 1.3564e-02, -2.1568e-02, -9.3888e-03, 1.0449e-03,\n", + " -3.2233e-03, 1.4343e-02, 1.1792e-02, 1.3100e-02, 1.2183e-02,\n", + " 6.8446e-02, 2.2115e-02, -3.1657e-02, 3.1675e-02, 1.5942e-02,\n", + " -1.2295e-02, 1.6702e-02, 2.4070e-02, -3.6523e-02, -1.9835e-02,\n", + " 3.8972e-03, 6.2942e-02, -3.7516e-02, -1.4711e-02, -2.4914e-02,\n", + " 5.5178e-02, 6.0339e-03, 3.4348e-02, 2.1880e-02, -3.0781e-02,\n", + " -7.4216e-03, -7.0674e-03, 5.1466e-02, -2.5415e-02, 5.6709e-03,\n", + " -9.7678e-03, 2.1993e-03, -3.6855e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.9815e-02, 3.5665e-02, -5.0161e-02, 2.9582e-02, 4.9898e-02,\n", + " 3.2688e-02, -3.3470e-02, 1.2598e-02, -5.4620e-02, 3.1660e-02,\n", + " -1.0188e-01, 4.2674e-02, 1.0054e-01, -7.4038e-03, 1.6677e-02,\n", + " 8.9898e-02, -3.1432e-02, 9.1986e-02, -3.4423e-02, -4.1786e-02,\n", + " -1.6391e-01, -1.2580e-01, -8.2609e-02, -8.3630e-03, 3.9634e-02,\n", + " -3.6496e-02, -1.4984e-03, 4.8959e-02, 7.3845e-02, 8.7106e-02,\n", + " 7.4026e-02, -7.8727e-02, 2.9346e-02, 8.2397e-03, 6.1818e-02,\n", + " 1.0335e-01, 7.4032e-02, 1.3582e-02, 1.0522e-01, 2.1563e-03,\n", + " -4.2246e-02, 2.9879e-02, 1.0619e-01, -4.9203e-02, 5.7833e-02,\n", + " 9.6397e-03, -1.8896e-02, -3.3126e-02, -7.4806e-02, -1.9928e-02,\n", + " 2.0226e-02, 2.3219e-02, 9.2331e-03, -1.0530e-01, 3.7412e-02,\n", + " -8.2296e-02, -9.7158e-02, -1.5410e-01, -8.4624e-02, -1.2483e-01,\n", + " 2.3931e-02, 5.5312e-02, -5.0186e-02, 2.2935e-02, -3.0671e-02,\n", + " -5.1178e-02, 1.3514e-02, -3.9008e-02, -3.7150e-02, -3.5215e-02,\n", + " 7.0859e-02, 4.5939e-03, 1.1836e-01, -6.0771e-02, -5.5118e-02,\n", + " 4.8338e-02, 8.0256e-02, 1.4743e-01, -6.5643e-02, -8.6099e-02,\n", + " -2.1928e-02, 5.3423e-02, -4.4650e-02, 3.9873e-03, -1.5008e-01,\n", + " -6.5363e-02, 1.2118e-01, -1.4926e-01, -3.5614e-02, -7.4491e-02,\n", + " 5.8810e-02, 1.0567e-02, 4.4811e-03, 1.4436e-01, 5.1359e-03,\n", + " 3.0717e-02, 8.7672e-03, 6.3927e-02, 1.1723e-02, -1.4516e-02,\n", + " -5.7631e-02, -9.6673e-02, -1.6600e-02, 1.2155e-01, 2.2772e-02,\n", + " -1.1765e-03, -1.5716e-02, 8.4944e-04, 2.8601e-02, -1.2912e-02,\n", + " -9.9075e-02, -3.4393e-02, -6.9897e-02, 6.2574e-02, 3.9830e-02,\n", + " 6.6848e-03, -2.5735e-02, -3.3680e-02, 3.4455e-02, 2.8602e-03,\n", + " -3.0217e-02, 8.1116e-02, -1.0974e-01, 1.8173e-02, 4.5921e-02,\n", + " 1.1676e-02, 4.6603e-02, -1.4501e-01, 1.4244e-01, 1.1814e-01,\n", + " 7.3279e-02, -8.8232e-02, -2.7342e-02, 2.5317e-02, 4.6750e-02,\n", + " 1.0541e-02, -2.0150e-02, -8.7627e-02, -2.2537e-02, -1.7660e-01,\n", + " -3.1204e-02, -4.5394e-02, -2.2972e-02, 7.3117e-02, -8.8688e-02,\n", + " -5.5609e-02, 8.5795e-03, 6.0168e-02, 6.3326e-02, -9.6957e-02,\n", + " -3.1866e-02, 9.7026e-02, -6.7703e-02, 3.5994e-02, 3.9956e-02,\n", + " -7.7818e-03, -7.8688e-02, 2.5669e-02, 8.8271e-02, -2.0409e-01,\n", + " 3.8949e-02, -2.2349e-02, 1.9475e-01, 3.1835e-02, -9.9218e-02,\n", + " -5.2273e-02, -7.5021e-03, -4.1833e-02, 1.9572e-01, -9.5857e-03,\n", + " 9.4926e-02, -7.6713e-04, -1.4088e-01, -9.1221e-02, -3.7070e-02,\n", + " -4.5074e-02, -5.3396e-02, 7.7689e-03, -5.0598e-03, -3.9738e-02,\n", + " 1.4303e-02, 1.5698e-02, -2.4388e-02, 7.6295e-02, -3.7651e-02,\n", + " 3.7685e-02, 2.7053e-02, -4.9127e-02, -1.2263e-02, -8.2653e-02,\n", + " -2.9921e-02, 2.8923e-02, -8.4388e-03, -9.3194e-03, 6.9335e-02,\n", + " 4.2960e-02, 2.7982e-02, 1.2319e-02, -2.8274e-02, 7.4277e-02,\n", + " -3.1200e-02, -9.9036e-02, -7.9838e-02, -5.1010e-03, 1.3729e-02,\n", + " 4.2798e-02, -6.1700e-02, 5.3282e-02, -6.0557e-02, 1.1903e-01,\n", + " -3.9107e-02, 5.4746e-02, -9.6796e-02, -1.4446e-02, 5.8679e-02,\n", + " 1.0716e-01, 1.0558e-01, 3.8556e-02, -1.7977e-01, 4.0565e-02,\n", + " 3.1266e-03, -4.8463e-02, -1.7248e-02, 1.3600e-01, 8.4346e-03,\n", + " -8.2839e-02, -1.1271e-01, 4.5439e-02, -8.4360e-02, -4.4564e-02,\n", + " -8.0313e-02, -4.5096e-02, -1.0149e-01, -6.5042e-02, 4.7843e-02,\n", + " 7.8640e-02, -3.3710e-02, 5.1714e-02, 1.9444e-02, 1.8307e-01,\n", + " -8.8200e-02, 7.5717e-03, 8.1900e-02, 2.1585e-02, -4.4586e-02,\n", + " 3.8163e-02, -1.1620e-01, 5.8672e-02, 1.4124e-01, 9.4505e-02,\n", + " 3.6674e-02, 6.6957e-03, 1.5063e-02, 1.0543e-03, -2.7151e-02,\n", + " 2.3502e-02, 5.6316e-02, -1.2363e-02, 2.1372e-02, 4.6233e-02,\n", + " -1.3810e-02, -1.3696e-02, 8.8536e-03, 1.8636e-03, -1.4346e-01,\n", + " 1.0266e-01, -1.3639e-02, -1.0040e-01, -1.4599e-02, -1.9938e-02,\n", + " 3.0467e-02, 7.4364e-02, -3.1994e-02, 2.8624e-02, 6.5609e-02,\n", + " -1.0359e-01, 3.2621e-02, 8.8388e-02, 1.1220e-01, 3.1305e-02,\n", + " 4.0939e-02, -9.6892e-03, -3.1478e-02, -4.1505e-02, 1.1964e-02,\n", + " 1.2530e-01, 2.4518e-02, 1.9597e-02, 2.8612e-02, 1.1919e-02,\n", + " 8.8521e-02, 2.0089e-02, 5.9654e-02, -2.8102e-02, 2.8197e-02,\n", + " -1.2131e-01, -2.0748e-01, 6.1360e-02, 5.2157e-02, -1.0318e-01,\n", + " -1.4595e-02, 1.3020e-01, 9.2877e-02, 3.4919e-02, -8.0497e-02,\n", + " -6.5855e-04, 1.1549e-01, -3.9061e-02, 2.7858e-01, -1.5242e-02,\n", + " 1.0273e-01, -1.4424e-01, -8.1428e-02, -6.8417e-02, -1.4060e-02,\n", + " 4.2271e-02, -2.7541e-02, -8.6395e-02, -1.6191e-02, -2.2837e-01,\n", + " 2.5338e-02, 5.6521e-02, -5.6087e-02, 3.8520e-02, -1.0195e-01,\n", + " -1.2542e-01, -1.7623e-02, -5.2534e-03, -8.6038e-02, 1.2220e-01,\n", + " -1.1177e-03, -1.4867e-01, -3.9807e-02, -4.6870e-02, 3.3872e-02,\n", + " -8.0636e-02, -2.4928e-02, 3.0043e-02, -3.0357e-02, -1.1722e-02,\n", + " 7.7621e-02, -1.6398e-02, -1.7123e-01, 1.6676e-02, -1.4739e-01,\n", + " -1.2045e-03, -2.8530e-02, -5.0399e-02, 4.6151e-02, -5.1666e-02,\n", + " 1.0305e-01, -1.0918e-01, -3.2915e-02, 6.4598e-02, 6.2859e-02,\n", + " 6.8883e-03, 3.3047e-02, 6.7848e-03, -1.0113e-01, 1.5780e-02,\n", + " -1.5188e-01, -4.1667e-02, -9.6194e-02, -2.7611e-02, -7.6619e-02,\n", + " 3.3259e-02, -1.2908e-01, -2.8745e-02, -3.3657e-02, 1.3117e-01,\n", + " -1.4407e-02, 1.1363e-02, 2.5493e-03, 2.4473e-03, 1.9389e-02,\n", + " 5.5095e-02, 4.0202e-02, 1.9772e-02, 3.4701e-02, 4.8083e-02,\n", + " 6.1543e-02, 6.5514e-03, -7.7824e-03, 2.1444e-02, 3.0469e-02,\n", + " 7.1001e-02, -1.0029e-01, 2.4284e-02, 3.4178e-02, -2.2918e-02,\n", + " 2.0277e-02, 1.9226e-02, 7.4219e-02, -6.8766e-02, 4.5141e-02,\n", + " -4.3083e-02, -4.3926e-02, -9.6782e-02, -2.3992e-03, -3.2478e-02,\n", + " 2.0042e-02, 1.5513e-02, -1.3121e-01, 4.5548e-03, 1.1811e-02,\n", + " -2.3796e-02, -7.9249e-03, -9.5538e-03, -2.2736e-02, 4.8280e-02,\n", + " -6.7360e-03, -3.0596e-02, -3.3920e-02, -4.3064e-02, -4.9236e-02,\n", + " -1.8318e-02, 2.2746e-02, 7.9694e-02, 2.9136e-02, -2.1765e-01,\n", + " 1.0630e-01, 8.9959e-02, -1.0808e-01, -8.9829e-02, 1.1444e-01,\n", + " 7.7055e-02, -1.3168e-01, -4.4862e-02, -3.5001e-02, -2.1852e-01,\n", + " 1.3588e-01, -2.1407e-03, -1.5218e-02, -2.7759e-02, -2.0701e-02,\n", + " -5.1811e-02, -2.6195e-02, 7.7070e-02, 1.7622e-02, -3.2580e-02,\n", + " 6.8134e-02, -5.6547e-02, 1.4695e-01, -6.4844e-02, 1.2906e-01,\n", + " 4.7889e-03, -9.5548e-02, -1.3757e-01, 3.3432e-02, -6.8261e-04,\n", + " -2.9437e-02, -2.6207e-03, -4.1966e-02, -1.8829e-02, 1.1877e-02,\n", + " 3.0544e-02, 2.4836e-02, 1.8760e-02, 7.9432e-03, 1.3072e-01,\n", + " 9.8830e-02, -4.3677e-02, -1.1859e-01, 2.2476e-02, 6.5822e-02,\n", + " -7.5633e-02, 8.0785e-02, 8.3915e-02, -1.0076e-01, 6.9138e-02,\n", + " 5.2448e-02, 5.3743e-02, 3.0531e-02, 1.0759e-01, 1.0837e-01,\n", + " -1.8287e-02, -3.4284e-02, -8.3664e-02, -1.1991e-01, -3.7664e-03,\n", + " -1.0871e-01, -1.1064e-01, -1.4195e-01, -1.1146e-01, -1.3779e-01,\n", + " 5.2129e-02, 3.1870e-02, 2.9302e-02, 5.1718e-02, 4.7416e-02,\n", + " 5.2123e-02, -2.7654e-02, -2.1826e-01, -5.9351e-02, -5.8606e-02,\n", + " -8.9396e-03, -1.8458e-01, 3.2911e-02, -4.5409e-02, 2.8910e-02,\n", + " 6.8980e-02, -2.2342e-02, -6.1909e-02, -1.2964e-01, 1.3111e-01,\n", + " 9.9073e-03, -3.9957e-02, 2.8289e-02, 3.6610e-03, -1.9078e-02,\n", + " -2.0732e-02, 1.1327e-01, 6.3270e-02, -4.2023e-02, 1.7053e-02,\n", + " -2.4609e-02, 2.5783e-02, 1.4168e-01, 1.0498e-01, 1.6215e-02,\n", + " 1.9139e-02, -7.2075e-02, 2.6984e-04, -9.9488e-03, -1.0422e-01,\n", + " 5.6499e-02, -9.9081e-02, 4.8149e-02, -8.6439e-02, 1.0589e-01,\n", + " 1.4874e-01, 1.7508e-01, 1.1998e-02, -1.5647e-01, -7.9843e-02,\n", + " -5.4583e-03, -5.4934e-02, 2.0524e-02, -7.9692e-02, 9.3978e-03,\n", + " 3.4015e-02, -3.2036e-02, -6.1073e-03, 1.4000e-02, 5.3645e-02,\n", + " 7.2155e-02, 5.5513e-02, -2.9929e-02, -2.5987e-02, -1.0762e-01,\n", + " -5.4963e-02, 1.4150e-01, -1.3141e-03, 2.3072e-02, -3.8483e-03,\n", + " 7.5553e-02, -1.2487e-01, 1.3775e-01, -2.9445e-03, 6.2124e-02,\n", + " 2.3034e-03, -1.1023e-01, 1.5134e-01, 7.3818e-02, 6.4989e-02,\n", + " -3.3189e-02, 8.6432e-02, 5.4245e-02, -2.6732e-02, -5.7164e-02,\n", + " 8.0824e-02, 4.3440e-02, -2.8792e-03, 1.2939e-01, -2.6215e-02,\n", + " -4.4623e-02, 4.2871e-02, 4.0901e-02, -1.8089e-03, 6.2157e-02,\n", + " 2.9019e-02, 4.7878e-02, -5.2091e-02, -9.5263e-02, 1.2401e-02,\n", + " -8.2160e-03, -9.7021e-03, -8.8090e-03, -8.4224e-03, 7.7101e-02,\n", + " -9.2823e-03, -1.5827e-02, 9.8012e-03, -9.6596e-03, 1.0121e-03,\n", + " -1.0589e-01, 4.6869e-02, 2.0027e-02, -2.9174e-03, -1.0119e-01,\n", + " -4.5587e-02, 1.2522e-02, 4.7740e-02, 5.5740e-02, 7.7301e-02,\n", + " -1.1867e-01, -3.2145e-02, 2.2810e-01, -1.4812e-02, 1.0805e-01,\n", + " -3.7531e-02, 1.2110e-01, 7.6101e-02, -2.3160e-02, -1.6069e-01,\n", + " -2.5685e-02, 8.3578e-02, -4.8548e-02, 3.8895e-02, -7.2097e-02,\n", + " -3.0582e-04, 9.7312e-02, 1.2930e-02, 9.3147e-02, -1.0239e-01,\n", + " 1.7688e-02, 2.3197e-02, -9.9191e-02, -1.9562e-02, 5.3701e-02,\n", + " -3.6954e-02, -9.0911e-02, 2.6373e-02, -1.8585e-02, -6.7077e-03,\n", + " -1.1079e-02, -3.9692e-02, 7.9731e-03, -1.4732e-01, 3.6837e-02,\n", + " -2.7539e-02, -1.1309e-01, -4.3666e-02, -4.4434e-02, 4.2741e-02,\n", + " 6.4126e-03, 4.7969e-02, -7.8502e-02, 2.1821e-02, 5.2381e-03,\n", + " 3.9646e-02, -1.2456e-01, -7.5427e-02, 1.2110e-01, 5.8062e-02,\n", + " 6.6532e-02, 1.4030e-01, -1.7865e-03, 3.8006e-02, 1.0961e-01,\n", + " 3.6056e-04, -8.7784e-02, -3.6608e-02, -2.4370e-02, -3.4950e-02,\n", + " 1.8893e-02, 1.9220e-03, 8.0230e-02, -3.4338e-02, 4.8736e-02,\n", + " -5.2476e-02, 1.2534e-02, 1.9672e-02, 4.8169e-02, 1.0242e-02,\n", + " 5.0560e-02, -4.4133e-02, -2.8045e-02, -1.4431e-02, 6.5817e-02,\n", + " 1.8981e-02, -2.9038e-02, 6.8734e-02, 6.2062e-02, 5.6335e-02,\n", + " 8.1935e-02, 1.2230e-02, -3.1475e-02, -1.7446e-02, 2.0473e-03,\n", + " -5.6158e-03, -1.3509e-02, 6.3086e-02, 4.7152e-02, 1.1597e-01,\n", + " -1.0833e-01, 1.6164e-01, 4.7858e-02, 2.3422e-02, -7.2912e-02,\n", + " -4.9216e-02, 4.3470e-02, -2.1656e-02, -3.3546e-02, 2.9750e-03,\n", + " 1.6752e-02, 1.3315e-02, 1.8577e-02, 8.3577e-02, 9.5800e-02,\n", + " 1.4260e-01, -4.1179e-02, 5.5719e-02, 3.3094e-02, 9.5370e-02,\n", + " 6.0578e-02, 3.1507e-02, -2.1903e-02, 1.9059e-02, 3.5245e-03,\n", + " -6.7332e-03, 3.0443e-02, -5.9108e-02, -6.0233e-03, 5.9706e-02,\n", + " 1.0976e-02, -7.6380e-02, 9.7004e-03, 1.8964e-01, 2.3849e-03,\n", + " -7.3478e-03, -3.5684e-03, -3.4349e-02, 2.1576e-02, 6.7787e-02,\n", + " -1.2806e-01, 3.0855e-02, 2.5141e-02, 3.2184e-02, -1.9113e-02,\n", + " 1.0296e-01, -6.1654e-02, 5.3567e-02, 9.5296e-02, 5.2456e-02,\n", + " -1.2727e-01, -1.2247e-01, -1.4718e-01, 4.3886e-02, 3.2000e-02,\n", + " -1.0533e-03, -2.0677e-02, -1.4324e-01, 1.4575e-01, -5.5540e-02,\n", + " -6.0333e-02, 1.6311e-01, 1.8373e-02, 6.3484e-03, -1.5187e-01,\n", + " -1.2287e-01, 1.3527e-01, -5.3388e-02, 9.8166e-03, -3.1098e-02,\n", + " -1.0361e-01, -4.1147e-02, -5.9616e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.9146, 0.8845, 0.8341, 0.8420, 0.9525, 0.9039, 0.9156, 0.8954, 0.8849,\n", + " 0.8568, 0.7819, 0.8451, 0.8553, 0.8321, 0.8874, 0.8648, 0.7876, 0.8147,\n", + " 0.9045, 0.9582, 0.9450, 0.8608, 0.9016, 0.8986, 0.8418, 0.9480, 0.8289,\n", + " 0.8888, 0.8167, 0.8594, 0.8937, 0.8344, 0.9180, 0.8974, 0.9039, 0.8900,\n", + " 0.9003, 0.8842, 0.9071, 0.9468, 0.8743, 0.9304, 0.8953, 0.8814, 0.8629,\n", + " 0.8396, 0.9850, 0.8779, 0.9244, 0.8908, 0.9269, 0.8835, 0.9547, 0.7657,\n", + " 0.8931, 0.7828, 0.8524, 0.8392, 0.8798, 0.8102, 0.8977, 0.8065, 0.6234,\n", + " 0.8794, 0.8757, 0.8807, 0.8717, 0.8821, 0.8574, 0.9203, 0.8979, 0.9088,\n", + " 0.8812, 0.7338, 0.9214, 0.7736, 0.8682, 0.6294, 0.8138, 0.8159, 0.8832,\n", + " 0.9122, 0.9130, 0.8568, 0.7379, 0.8020, 0.8592, 0.8817, 0.8630, 0.9070,\n", + " 0.8374, 0.8827, 1.0261, 0.8612, 0.8452, 0.7977, 0.6657, 0.8258, 0.8883,\n", + " 0.8980, 0.9023, 0.9122, 0.9091, 0.8401, 0.8105, 0.5685, 0.8603, 0.8841,\n", + " 0.8935, 0.7966, 0.8781, 0.8654, 0.8267, 0.8945, 0.8937, 0.8658, 0.8607,\n", + " 0.8976, 0.8940, 0.8525, 0.8868, 0.7819, 0.8422, 0.8352, 0.7278, 0.8056,\n", + " 0.8382, 0.7817, 0.8759, 0.8472, 0.8882, 0.8420, 0.5945, 0.8747, 0.8761,\n", + " 0.9233, 0.8694, 0.7830, 0.8835, 0.7136, 0.9112, 0.9154, 0.9143, 0.9198,\n", + " 0.8128, 0.7930, 0.8805, 0.8640, 0.8702, 0.8833, 0.8056, 0.8724, 0.7660,\n", + " 0.8982, 0.8898, 0.8440, 0.9027, 0.8693, 0.9099, 0.6348, 0.8922, 0.8848,\n", + " 0.8313, 0.9146, 0.8501, 0.9049, 0.8727, 0.8299, 0.8853, 0.8814, 0.8877,\n", + " 0.8722, 0.8250, 0.9284, 0.9135, 0.8632, 0.7864, 0.8574, 0.8284, 0.8523,\n", + " 0.8674, 0.8888, 0.8654, 0.9281, 0.9295, 0.8691, 0.9372, 0.8916, 0.9052,\n", + " 0.8582, 0.8937, 0.9662, 0.9201, 0.8324, 0.8890, 0.9005, 0.8913, 0.8618,\n", + " 0.8350, 0.8184, 0.8823, 0.8847, 0.6450, 0.8378, 0.8477, 0.8713, 0.8696,\n", + " 0.8020, 0.8740, 0.8542, 0.8375, 0.8853, 0.8905, 0.8595, 0.8514, 0.5558,\n", + " 0.6437, 0.9081, 0.7277, 0.8521, 0.8787, 0.8916, 0.8721, 0.8306, 0.8597,\n", + " 0.6676, 0.8440, 0.7987, 0.8994, 0.8930, 0.8470, 0.8877, 0.8528, 0.9034,\n", + " 0.8923, 0.8602, 0.8578, 0.7804, 0.8948, 0.8100, 0.8368, 0.8965, 0.8680,\n", + " 0.7889, 0.8129, 0.6568, 0.8379, 0.8279, 0.8436, 0.7138, 0.8352, 0.9660,\n", + " 0.8584, 0.8630, 0.8846, 0.8474, 0.8287, 0.8406, 0.7895, 0.8653, 0.9054,\n", + " 0.8731, 0.9361, 0.8732, 0.8293, 0.8047, 0.8694, 0.8936, 0.8720, 0.9074,\n", + " 0.8527, 0.8723, 0.8585, 0.8356, 0.9085, 0.8882, 0.7686, 0.8764, 0.8543,\n", + " 0.8828, 0.7912, 0.9161, 0.9025, 0.7272, 0.8940, 0.7872, 0.8752, 0.9383,\n", + " 0.8621, 0.8812, 0.8268, 0.6833, 0.9170, 0.8665, 0.9051, 0.7609, 0.6894,\n", + " 0.9717, 0.8819, 0.9159, 0.9170, 0.8696, 0.8898, 0.8814, 0.9637, 0.9226,\n", + " 0.8731, 0.8971, 1.7872, 0.8729, 0.8144, 0.6454, 0.7903, 0.8655, 0.8813,\n", + " 0.8543, 0.8942, 0.8934, 0.8905, 0.5627, 0.8703, 0.8402, 0.8395, 0.8644,\n", + " 0.8861, 0.8888, 0.8225, 0.8832, 0.8866, 0.8486, 0.8034, 0.6131, 0.8662,\n", + " 0.9359, 0.9198, 0.8384, 0.8663, 0.9179, 0.9020, 0.8587, 0.8009, 0.9212,\n", + " 0.8138, 0.8621, 0.8136, 0.6413, 0.8926, 0.8804, 0.8411, 0.9284, 0.8523,\n", + " 0.9143, 0.8835, 0.6472, 0.8919, 0.8692, 0.8735, 0.8419, 0.8573, 0.8613,\n", + " 0.8960, 0.8063, 0.8433, 0.8135, 0.8871, 0.9273, 0.8162, 0.8806, 0.8997,\n", + " 0.8295, 0.8818, 0.8775, 0.9112, 0.8475, 0.9252, 0.8961, 0.8836, 0.8600,\n", + " 0.8622, 0.9105, 0.8784, 3.4967, 0.8838, 0.9454, 0.8403, 0.8665, 0.8904,\n", + " 0.9235, 0.8660, 0.9162, 0.8005, 0.8533, 0.8895, 0.8001, 0.9020, 0.8819,\n", + " 0.8836, 0.8568, 0.8400, 0.8900, 0.8453, 0.7510, 0.7981, 0.8902, 0.7944,\n", + " 0.8797, 0.9012, 0.8318, 0.8730, 0.8872, 0.8314, 0.8622, 0.9115, 0.8903,\n", + " 0.8580, 0.8386, 0.8335, 0.8723, 0.8853, 0.6911, 0.8418, 0.8377, 0.9142,\n", + " 0.8254, 0.8775, 0.8689, 0.8623, 0.8628, 0.8966, 0.8008, 0.8896, 0.8172,\n", + " 0.9041, 0.8210, 0.8917, 0.9274, 0.8912, 0.8359, 0.8916, 0.8993, 0.8749,\n", + " 0.8989, 0.8349, 0.6049, 0.8845, 0.8655, 0.9546, 0.8451, 0.8779, 0.8376,\n", + " 0.8686, 0.8989, 0.9409, 0.8884, 0.9208, 0.8961, 0.8513, 0.9022, 0.8193,\n", + " 0.9058, 0.8724, 0.7129, 0.8983, 0.9136, 0.8928, 0.8202, 0.7814, 0.8168,\n", + " 0.8290, 0.8222, 0.9475, 0.8215, 0.8759, 0.8812, 0.8205, 0.8475, 0.8284,\n", + " 0.8792, 0.8742, 0.8500, 0.8754, 0.9115, 0.5943, 0.8713, 0.8291, 0.8726,\n", + " 0.8299, 0.8821, 0.8594, 0.8830, 0.8940, 0.8826, 0.8772, 0.9131, 0.8790,\n", + " 0.8617, 0.6409, 0.8432, 0.8693, 0.8263, 0.8133, 0.8701, 0.8337, 0.8407,\n", + " 0.8335, 0.8880, 0.8409, 0.8557, 0.8873, 0.8867, 0.7633, 0.7668, 0.8537,\n", + " 0.8640, 0.8893, 0.8863, 0.9168, 0.6847, 0.9391, 0.8534, 0.9074, 0.7788,\n", + " 0.9157, 0.8699, 0.8575, 0.8620, 0.8345, 0.8747, 0.8670, 0.6805, 0.8850,\n", + " 0.8511, 0.8847, 0.8653, 0.8961, 0.8498, 0.8937, 0.8582, 0.7925, 0.9189,\n", + " 0.7995, 0.6563, 0.9101, 0.8548, 0.8906, 0.9790, 0.8665, 0.8514, 0.8584,\n", + " 0.8800, 0.8907, 0.8131, 0.8789, 0.9092, 0.8975, 0.8519, 0.8823, 0.8143,\n", + " 0.9048, 0.8761, 0.8947, 0.8586, 0.8678, 0.9057, 0.8185, 0.8640, 0.8415,\n", + " 0.8827, 0.8503, 0.8828, 0.8576, 0.8690, 0.8598, 0.7129, 0.8849, 0.8650,\n", + " 0.8845, 0.5945, 0.9105, 0.8679, 0.8340, 0.8722, 0.8992, 0.8446, 0.8691,\n", + " 0.8805, 0.9856, 0.9040, 0.8272, 0.8915, 0.8971, 0.8678, 0.9066, 0.8558,\n", + " 0.7888, 0.8466, 0.8894, 0.8709, 0.8829, 0.8679, 0.8555, 0.8940, 0.9056,\n", + " 0.8607, 0.9041, 0.8344, 0.9105, 0.8449, 0.8772, 0.8883, 0.8650, 0.7883,\n", + " 0.8834, 0.7940, 0.6145, 0.8600, 0.8599, 0.9204, 0.8977, 0.8176, 0.8204,\n", + " 0.8837, 0.8953, 0.8635, 0.8822, 0.8823, 0.9357, 0.8714, 0.8476, 0.9164,\n", + " 0.8008, 0.8253, 0.8706, 0.8844, 0.8798, 0.8610, 0.8883, 0.8853, 0.7990,\n", + " 0.9084, 0.8783, 0.8213, 0.8863, 0.7843, 0.8878, 0.8224, 0.8719, 0.8659,\n", + " 0.8199, 0.8750, 0.8996, 0.8796, 0.8391, 0.8458, 0.6327, 0.8098, 0.7960,\n", + " 0.8730, 0.8767, 0.8220, 0.8861, 0.9027, 0.8973, 0.9092, 0.8775, 0.8067,\n", + " 0.9051, 0.8391, 0.8685, 0.8539, 0.5617, 0.8811, 0.8404, 0.8469, 0.8851,\n", + " 0.8798, 0.8716, 0.9099, 0.8997, 0.8932, 0.9067, 0.8957, 0.8614, 0.8670,\n", + " 0.8781, 0.8837, 0.8342, 0.8730, 0.8997, 0.8820, 0.8711, 0.8816, 0.8413,\n", + " 0.9035, 0.8946, 0.9210, 0.8673, 0.7616, 0.8548, 0.6293, 0.9055, 0.9030,\n", + " 0.8368, 0.8469, 0.8873, 0.8379, 0.8295, 0.8808, 0.8912, 0.8931, 0.7891,\n", + " 0.9011, 0.8113, 0.8540, 0.8540, 0.8822, 0.8533, 0.8768, 0.8803, 0.8394,\n", + " 0.8134, 0.8780, 0.8908, 0.8636, 0.8833, 0.8941, 0.8840, 0.8285, 0.8885,\n", + " 0.8993, 0.8883, 0.9120, 0.8966, 0.9183, 0.8774, 0.8525, 0.9135, 0.8566,\n", + " 0.9161, 0.7581, 0.8766, 0.8746, 0.9182, 0.8723, 0.8438, 0.8988, 0.8345,\n", + " 0.8519, 0.8903, 0.8806, 0.9162, 0.9005, 0.8428, 0.8641, 0.8816, 0.8012,\n", + " 0.9155, 0.9107, 0.8634, 0.7486, 0.8965, 0.8714, 0.8470, 0.8888, 0.8728,\n", + " 0.7967, 0.8148, 0.9085], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.8154e-02, 6.3774e-04, -1.2577e-02, -2.6485e-01, 2.2569e-01,\n", + " -2.9641e-01, 2.4747e-01, 1.1774e-01, -2.7783e-02, -7.0422e-02,\n", + " -3.0908e-02, 3.1093e-01, -2.6628e-01, 2.0706e-01, -7.2847e-02,\n", + " -9.4162e-03, -1.3567e-01, -1.2767e-01, -6.3203e-02, 4.0762e-01,\n", + " 3.8712e-01, -2.8452e-01, 1.4909e-01, 2.2131e-01, -5.6543e-02,\n", + " 2.8126e-01, 1.6519e-01, -1.1127e-01, -2.4605e-01, 5.3563e-02,\n", + " -6.3316e-02, 1.7497e-01, 1.5856e-01, -1.2965e-01, 2.0694e-02,\n", + " -1.3242e-01, -2.4417e-01, 2.5358e-01, 1.9470e-01, -2.3680e-01,\n", + " -4.1490e-02, -2.1299e-01, -2.6798e-02, 2.2347e-01, -2.7827e-02,\n", + " -1.0282e-01, -1.7520e-01, -1.4033e-01, 1.0435e-01, -5.8156e-02,\n", + " -3.0013e-01, -6.6589e-03, 2.4403e-01, -2.9211e-01, 8.5737e-02,\n", + " -4.3960e-02, 6.0762e-02, -3.1801e-01, 1.6760e-01, -8.7259e-02,\n", + " -1.1741e-01, -2.8634e-02, -3.0703e-01, -2.7590e-01, 6.9773e-04,\n", + " 1.4979e-01, 1.6905e-02, -5.6480e-02, 2.2336e-04, -1.6992e-01,\n", + " -2.5477e-01, 7.7741e-02, -2.2443e-01, -1.3008e-01, 2.0084e-01,\n", + " 9.1861e-02, -1.3307e-02, 1.6561e-01, 9.6587e-02, 1.3529e-01,\n", + " -3.2601e-03, -3.1500e-02, 1.6565e-01, 1.7743e-01, 4.4448e-02,\n", + " -2.9374e-02, -2.5185e-01, 1.2804e-01, 3.4918e-02, 8.6807e-02,\n", + " -8.6376e-02, -2.5894e-02, 6.4711e-01, -1.3120e-01, 1.2133e-01,\n", + " -6.7510e-02, 3.0981e-01, -1.7404e-01, -5.8967e-02, -5.0193e-02,\n", + " 1.5408e-01, 1.7392e-01, 4.7479e-02, -1.0590e-01, 1.2508e-01,\n", + " -9.5866e-03, -1.4982e-01, -1.4860e-01, 1.0015e-01, 4.7867e-02,\n", + " 2.8447e-02, 5.1294e-02, -2.5824e-01, -2.4127e-01, -7.8891e-02,\n", + " -1.0295e-02, -4.0256e-02, 2.8219e-02, -9.4428e-02, 1.6991e-01,\n", + " -9.1097e-02, -4.7545e-01, -1.5529e-01, -2.0690e-02, 1.7653e-02,\n", + " -1.6568e-01, -8.0467e-02, 1.2093e-01, 1.3715e-02, -1.3690e-02,\n", + " 3.6439e-02, 1.2319e-01, -1.8539e-01, -5.1824e-02, -1.3782e-01,\n", + " -2.2387e-01, -3.1047e-02, 9.9025e-02, -1.8112e-01, -2.1626e-01,\n", + " -2.8259e-02, 3.7540e-02, -8.5244e-02, 9.1933e-02, -1.7665e-02,\n", + " -7.1929e-01, -9.9009e-03, -4.0145e-03, -7.9340e-02, 3.5093e-01,\n", + " -8.2438e-03, 1.4342e-01, -1.6214e-01, 1.0111e-01, 1.1694e-01,\n", + " -6.0595e-02, 1.8739e-01, 3.2668e-01, 1.0441e-01, -5.3589e-02,\n", + " -1.5180e-02, -6.3438e-02, -1.2403e-01, 4.9650e-02, -3.3878e-02,\n", + " 1.7127e-01, 1.0588e-01, -2.2972e-01, -9.0119e-01, -5.4623e-02,\n", + " -9.0948e-02, 9.0804e-02, -1.0387e-02, 4.2993e-01, 6.5765e-02,\n", + " 2.7530e-01, -4.1744e-02, -1.4427e-02, -2.7464e-02, 1.6821e-01,\n", + " -1.1286e-01, 4.7933e-02, -8.4216e-02, 2.4184e-01, 1.8445e-01,\n", + " -6.7450e-02, 2.2213e-01, 1.5371e-01, 1.3307e-01, 2.9645e-02,\n", + " -3.6786e-02, -3.5829e-01, 2.0249e-01, -4.5241e-02, 5.9980e-02,\n", + " 9.2134e-02, -6.8065e-02, 1.8779e-01, -6.9821e-02, -1.4162e-01,\n", + " -1.6714e-01, 1.6691e-01, 8.9460e-02, 6.3519e-02, -9.7317e-02,\n", + " 1.2154e-01, 8.7193e-02, 1.8104e-02, 1.1518e-01, -7.4577e-02,\n", + " 8.6523e-04, -1.4853e-01, 1.4992e-01, 2.1982e-01, -6.2652e-02,\n", + " -1.0333e-01, -2.1111e-01, -6.8198e-02, 3.4473e-01, -1.7158e-01,\n", + " -7.3759e-03, 1.4744e-01, -4.2163e-04, 1.6848e-02, 6.0283e-04,\n", + " 3.3154e-01, 1.8997e-01, -1.2764e-01, 1.2796e-01, -3.5534e-02,\n", + " 1.7838e-01, 2.7443e-02, 1.6520e-01, -1.6107e-02, -7.2027e-03,\n", + " 1.6736e-01, -5.5805e-03, 1.2286e-02, -7.7282e-02, -1.9792e-01,\n", + " -2.8086e-02, 7.1250e-02, -1.3975e-01, -1.1017e-02, 2.4749e-02,\n", + " -1.6406e-01, -1.9438e-01, 9.7925e-02, -1.8627e-01, -5.0382e-01,\n", + " 3.7032e-02, 2.6317e-01, -8.9585e-02, -6.4747e-02, -2.3155e-02,\n", + " -1.5937e-01, -2.7097e-01, -1.5473e-01, 5.1408e-02, 6.8162e-02,\n", + " 1.2628e-01, -1.2923e-01, 2.0348e-01, 1.1622e-01, 1.9504e-01,\n", + " -2.3158e-02, -5.3770e-02, 7.0174e-02, 1.1703e-01, -3.1210e-03,\n", + " 5.9134e-03, 2.3967e-02, 2.1468e-03, 3.1165e-02, -2.1215e-01,\n", + " 9.8383e-02, -1.7574e-01, -2.2207e-01, -9.5243e-02, -1.7898e-01,\n", + " 1.4797e-01, 2.9399e-02, 5.5734e-03, -1.8656e-01, -2.9962e-01,\n", + " -2.6311e-02, 1.2533e-01, 2.8263e-01, 9.8626e-02, 8.6000e-03,\n", + " 2.9776e-02, -7.5487e-02, -1.1722e-01, -6.0773e-02, 1.7980e-01,\n", + " 3.8020e-02, -4.4057e-02, 3.3132e-01, 3.0507e-02, -9.1289e-03,\n", + " -1.7084e-01, -2.1840e-02, -9.6562e-02, 1.3608e-01, 3.0600e-01,\n", + " 1.8332e-01, -3.2898e-01, -1.2047e-01, -1.5130e+00, -3.0059e-02,\n", + " -5.8323e-02, 2.5708e-01, 4.7769e-02, -5.4290e-02, 2.9803e-02,\n", + " 2.4728e-02, 3.2745e-02, 4.0513e-02, -8.7205e-02, 2.0399e-01,\n", + " -1.1941e-01, 8.6326e-04, 1.3665e-01, -2.1812e-01, -8.5742e-03,\n", + " 1.9394e-01, 3.7148e-02, -6.8790e-02, -5.1105e-02, 5.2636e-02,\n", + " -8.1317e-02, -7.1392e-02, 7.8889e-02, 2.5265e-01, -1.5909e-01,\n", + " 5.7163e-02, -6.3708e-02, -1.4868e-01, 3.9489e-03, 3.1052e-02,\n", + " -7.9882e-02, 7.9420e-02, 1.4721e-01, -4.2761e-02, -1.4754e-02,\n", + " 2.7791e-01, -8.5729e-03, -1.9331e-01, -1.6957e-01, -2.6689e-01,\n", + " -1.0953e-01, 2.4183e-01, -5.6735e-02, 2.0545e-01, -4.2195e-02,\n", + " -1.1173e-01, -6.6929e-02, 8.8261e-02, -1.2616e-01, 1.2090e-01,\n", + " 9.9619e-02, -1.0028e-01, 4.5375e-02, 8.3765e-02, 5.2962e-02,\n", + " -1.5338e-01, -4.7866e-02, 1.0047e-01, -1.3920e-01, -1.8127e-01,\n", + " -9.8146e-02, 2.9643e-03, 7.8968e-02, 8.1373e-02, -2.3570e-01,\n", + " -5.4736e-02, -5.9348e-02, -1.0931e-01, -2.2233e-01, -5.0199e-02,\n", + " -7.1237e-02, -8.6988e-01, 1.4608e-01, -3.3478e-01, 1.3826e-02,\n", + " -4.6592e-02, -1.7072e-01, 1.7223e-01, -1.0518e-01, -1.0429e-01,\n", + " 7.4642e-02, 2.8558e-02, 1.4168e-01, -5.3438e-02, 1.0337e-01,\n", + " -4.4964e-02, -1.2888e-01, -2.7146e-01, 3.9508e-02, -8.0570e-02,\n", + " -6.0924e-02, -6.7347e-02, 2.3558e-02, -2.5386e-01, -6.9126e-03,\n", + " -3.5166e-01, 1.1461e-01, 1.7058e-02, 6.7550e-02, -1.4763e-01,\n", + " -1.4587e-01, -2.0417e-01, 5.9560e-03, 9.1514e-02, -3.9475e-03,\n", + " 8.5915e-02, -3.0838e-02, 2.4874e-02, 1.8842e-02, 2.5598e-02,\n", + " -7.0702e-02, -2.3413e-01, 2.0478e-01, -4.4954e-02, -2.9390e-01,\n", + " 9.9178e-02, -6.0986e-02, -1.0965e-01, -2.2159e-01, 1.8004e-01,\n", + " 2.3073e-02, -1.6354e-01, -1.7198e-01, 1.0194e-01, 2.1425e-02,\n", + " 2.1026e-01, -2.6333e-01, -2.1243e-01, -9.5284e-02, -1.4958e-01,\n", + " 7.5161e-03, -1.4692e-02, 2.9291e-02, -8.7205e-02, 2.2434e-02,\n", + " -9.4384e-02, -2.3367e-01, 1.1959e-01, -1.2279e-02, -2.8997e-01,\n", + " -5.6700e-02, 2.1384e-03, 2.0294e-01, -2.5877e-01, 3.2930e-02,\n", + " -6.7770e-02, -2.5604e-02, 1.1318e-01, -8.5972e-02, -1.6720e-01,\n", + " 5.4816e-02, -3.1525e-01, 7.7372e-02, 2.3332e-01, 1.0377e-01,\n", + " -7.1962e-02, -2.4447e-01, -3.8184e-02, 1.1163e-01, 3.6261e-02,\n", + " -3.2350e-02, -2.0449e-01, -5.0251e-02, -1.1258e-01, -6.7933e-02,\n", + " -4.6616e-02, -1.8579e-02, 3.6472e-02, -1.1585e-01, -7.3166e-02,\n", + " 1.4847e-01, 2.5834e-01, -1.0685e-01, -1.7624e-02, -1.4362e-02,\n", + " 4.2677e-02, 6.9527e-02, 9.1463e-02, -2.8164e-01, -3.4372e-03,\n", + " 5.2693e-03, 2.7203e-02, 2.0807e-01, 2.2284e-02, -7.7826e-02,\n", + " -1.7371e-02, -7.0181e-02, 6.2733e-02, -2.9081e-02, 7.4984e-02,\n", + " 9.3401e-03, 4.3651e-02, 1.7906e-02, -4.5930e-02, -1.0684e-01,\n", + " -2.1029e-02, -1.3290e-01, 5.3577e-02, -1.0844e-01, -3.9781e-02,\n", + " -5.1238e-02, -8.6415e-02, 1.7359e-02, -2.1246e-02, -2.4755e-01,\n", + " 1.8788e-01, -9.4327e-02, -2.1667e-02, -2.5514e-01, 6.4396e-02,\n", + " -1.3820e-01, 1.8427e-01, 1.0977e-01, -1.1843e-01, -1.9014e-01,\n", + " -1.1078e-01, 1.0334e-01, 3.5446e-03, 7.3319e-02, 8.6781e-02,\n", + " -2.0812e-01, -1.0225e-01, -1.9198e-02, -4.5170e-02, -1.2390e-02,\n", + " -4.7242e-02, -3.9963e-02, 1.1649e-01, -1.4705e-02, -3.0744e-01,\n", + " 2.8368e-02, -1.6747e-01, -9.8943e-02, 1.0276e-02, -8.0036e-02,\n", + " -6.0797e-01, -1.0748e-01, -9.2733e-02, 1.7866e-01, 1.9602e-01,\n", + " 4.1104e-03, -1.9534e-01, 1.4699e-01, 9.9614e-02, 1.3764e-01,\n", + " -1.8631e-01, 1.0556e-01, 3.7236e-02, 1.1503e-01, -3.8844e-02,\n", + " -1.7457e-01, -9.3577e-02, -2.0534e-01, -6.8368e-02, -9.2624e-02,\n", + " 4.7715e-02, 6.3211e-02, -1.4937e-01, 3.2467e-02, -9.5304e-02,\n", + " 2.5179e-02, -7.6505e-03, 9.0308e-02, 4.3262e-02, -9.6863e-02,\n", + " 1.4888e-02, -1.2210e-01, -1.5659e-01, 1.7844e-01, -8.3422e-02,\n", + " -1.6563e-01, -9.1568e-03, 1.4812e-01, -3.7658e-02, -2.8561e-02,\n", + " 4.5819e-02, 3.8932e-01, -6.2121e-02, -1.1218e-01, -4.6545e-02,\n", + " 1.2372e-01, -5.3927e-02, 5.4165e-02, 5.8166e-03, 1.2191e-01,\n", + " -3.7591e-03, 9.5859e-02, 1.1170e-01, 1.5269e-01, 3.4002e-02,\n", + " 7.0052e-02, 8.2124e-02, -1.9926e-01, 1.3998e-02, 1.0645e-01,\n", + " 7.5225e-02, 2.9195e-02, 1.3633e-01, -5.0516e-04, -1.0737e-01,\n", + " -1.5147e-03, -7.6138e-02, -4.5278e-02, -4.8135e-02, -9.1245e-02,\n", + " 5.3529e-02, -1.1678e-01, -3.6211e-03, -7.5725e-02, 8.9740e-02,\n", + " 1.4915e-01, -7.7901e-02, 2.2684e-02, 5.8973e-02, -6.1211e-02,\n", + " 1.9602e-01, 3.1565e-01, -2.4154e-01, 3.5784e-02, 4.9467e-02,\n", + " 1.4409e-01, 2.4490e-01, -9.8887e-02, 2.4835e-01, 9.2711e-02,\n", + " 3.2594e-02, 7.4081e-02, 5.6852e-02, 9.8065e-02, 1.7443e-01,\n", + " -1.7547e-01, 1.0821e-01, 4.6956e-02, -3.4640e-02, -9.7270e-02,\n", + " -1.2609e-01, 1.2035e-01, -7.6743e-02, -1.0639e-01, 1.6784e-01,\n", + " -4.9866e-02, 1.0333e-01, 1.0522e-01, 1.5179e-01, -3.0479e-01,\n", + " -7.0301e-02, -2.9005e-02, -3.4377e-02, -1.2775e-02, -9.8235e-02,\n", + " 7.0030e-02, -4.1555e-02, 2.9312e-02, -1.7456e-01, 2.6781e-02,\n", + " -7.3569e-02, 1.1341e-02, 1.9553e-02, 1.2608e-01, 2.6021e-02,\n", + " -3.6152e-03, 4.9143e-02, -1.2326e-01, -1.1573e-01, 3.9702e-02,\n", + " -1.4943e-01, 2.1344e-01, 9.9080e-02, 1.9108e-01, -1.0432e-01,\n", + " 1.3486e-02, -9.2064e-02, 2.4596e-01, -9.7183e-02, -1.0261e-01,\n", + " -1.3897e-01, 1.7840e-01, -8.0058e-02, -1.1487e-01, 6.1808e-02,\n", + " -7.8657e-03, 1.6728e-01, 1.0095e-01, 1.2244e-01, -1.5050e-01,\n", + " 2.0223e-01, -2.0201e-01, -1.0440e-01, -4.1215e-02, -1.3105e-01,\n", + " 8.3872e-02, -3.2062e-02, -8.0579e-02, 8.3907e-02, 2.8233e-02,\n", + " 1.0655e-01, 2.2481e-01, 1.4318e-01, 8.2618e-02, 1.2441e-01,\n", + " -2.4331e-01, 8.0832e-02, 1.0313e-01, 8.7676e-02, -2.1546e-01,\n", + " 9.5545e-02, 3.8837e-02, 1.1641e-01, 4.2114e-02, 6.0657e-02,\n", + " -1.0108e-01, -9.0974e-02, -6.2579e-02, -8.1594e-02, 9.3718e-02,\n", + " -3.0397e-02, -1.4253e-02, -1.7241e-02, -1.1229e-01, 3.3603e-02,\n", + " -8.4441e-02, 1.9749e-01, 8.5270e-02, 9.0223e-02, 1.9584e-01,\n", + " 6.8251e-02, 2.2177e-01, 8.4442e-02, -5.9482e-02, -1.0383e-02,\n", + " -7.3091e-02, 3.5653e-02, 9.8981e-02, -1.4852e-01, -2.6779e-02,\n", + " 1.7400e-01, -1.0461e-01, -5.7997e-02, 1.1912e-01, -5.9575e-02,\n", + " 4.6618e-02, -2.0759e-01, -3.5469e-02, 5.1045e-02, -1.3807e-01,\n", + " 8.5282e-02, -3.9886e-01, 1.7920e-01, -1.5387e-03, 7.5340e-02,\n", + " 1.2698e-01, 1.3463e-01, 4.1148e-02, -1.7055e-01, -1.2576e-01,\n", + " 3.1260e-02, -7.5088e-02, 4.1695e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1144, -0.1504, -0.0784, ..., -0.1090, -0.1545, -0.0764],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.8733e-02, 8.4148e-02, -3.9932e-02, 1.9974e-02, 1.2925e-01,\n", + " -3.4325e-02, 1.0272e-02, 1.0497e-01, -3.9512e-03, -2.6223e-02,\n", + " -5.2587e-02, 1.0256e-01, 6.9379e-02, 9.1938e-03, -2.6524e-02,\n", + " 3.2820e-02, 8.4092e-02, -2.7931e-02, -3.5809e-02, -8.0384e-03,\n", + " 8.3539e-03, -1.2534e-01, -3.4888e-02, -6.1750e-02, -4.7726e-02,\n", + " 7.2362e-02, -3.9409e-02, 3.2599e-02, -2.3119e-01, 1.0033e-02,\n", + " 8.2269e-02, -1.4790e-02, 8.2173e-02, 1.4102e-02, 6.8216e-03,\n", + " 5.7407e-02, 3.3450e-03, 3.6970e-02, -2.5737e-02, -5.1332e-02,\n", + " -8.2655e-03, 1.6212e-02, 1.6062e-02, 2.6094e-02, -8.5147e-03,\n", + " -2.9655e-02, 1.7783e-02, 9.6241e-02, 3.7756e-02, -1.5162e-01,\n", + " -5.0180e-02, -5.6128e-02, 5.8431e-02, -1.6516e-01, 3.0202e-02,\n", + " 4.0676e-02, 8.5752e-02, -1.7583e-01, 2.8567e-03, -7.1696e-02,\n", + " 5.3509e-02, 1.5938e-01, -1.6331e-01, -1.0841e-01, 6.1553e-02,\n", + " 1.1936e-01, -7.4439e-02, -4.5016e-02, 1.6129e-02, -5.7615e-03,\n", + " -1.8323e-01, 6.3183e-02, -7.6440e-03, 1.6134e-02, 2.4976e-02,\n", + " -1.2384e-02, -2.4168e-02, 8.5865e-02, 1.5221e-02, 4.6307e-02,\n", + " 1.8974e-02, -1.6399e-02, -4.7848e-03, 4.5910e-02, 4.7655e-02,\n", + " -1.6408e-01, -3.6406e-02, 4.1445e-02, 2.0582e-03, 7.5305e-02,\n", + " 3.6207e-03, -8.9408e-02, 1.2104e-01, -6.7206e-02, 1.0240e-01,\n", + " -7.4031e-02, 8.6440e-02, -5.5431e-02, -4.7521e-02, -1.0777e-01,\n", + " 2.5522e-02, 2.4683e-02, 6.7388e-03, 1.1341e-02, 1.1625e-01,\n", + " -1.6916e-01, 6.9006e-03, -4.5920e-02, -6.3389e-02, -9.8795e-02,\n", + " -1.1763e-02, 2.6396e-02, -1.1824e-01, -8.3117e-03, -7.0929e-02,\n", + " 4.2962e-02, -5.8260e-02, -1.3235e-03, -3.0067e-02, 6.1744e-03,\n", + " -5.9929e-02, 6.6523e-02, -4.0003e-02, -5.4737e-03, 1.6844e-01,\n", + " -2.3808e-01, -9.9495e-03, 5.0065e-02, -6.8697e-02, -3.5038e-02,\n", + " 9.2285e-03, -4.9426e-02, -3.4044e-02, -5.4510e-02, 2.8514e-02,\n", + " -2.2295e-02, 4.2010e-02, 9.2599e-02, -4.8197e-02, 6.2775e-02,\n", + " -4.2222e-02, 5.5813e-02, 4.7171e-02, -3.0577e-02, -3.5585e-02,\n", + " -1.0381e-01, 9.9278e-02, 6.0218e-02, -7.7664e-02, 2.0602e-01,\n", + " 5.8852e-03, 1.1996e-01, -2.0498e-01, 2.7947e-02, -4.1860e-02,\n", + " -1.0740e-01, 7.2504e-02, 9.8906e-02, -3.4728e-03, -1.4435e-01,\n", + " -2.1729e-03, 9.9058e-03, -2.2585e-02, 5.5247e-02, -1.4785e-02,\n", + " 1.5799e-01, 3.9393e-02, -1.3659e-01, -7.6890e-02, -4.9164e-02,\n", + " 3.3953e-02, 9.5353e-02, -1.0275e-01, 8.9913e-02, 4.9757e-02,\n", + " 9.1625e-03, -3.6689e-03, -1.6011e-02, 1.6692e-02, -1.9708e-02,\n", + " 1.8098e-02, 6.0516e-03, -2.0227e-02, -7.7428e-03, 8.0691e-03,\n", + " -8.1879e-03, -1.4530e-02, 1.1431e-01, 2.9834e-03, -3.7115e-02,\n", + " 2.3553e-02, 7.2270e-03, -2.9914e-02, -1.0603e-01, 2.0180e-01,\n", + " 1.0560e-01, -1.5267e-02, 1.5938e-01, -1.3340e-02, 2.8815e-03,\n", + " -1.0612e-01, -1.3293e-03, 1.3947e-01, -2.4427e-02, -9.2026e-03,\n", + " 1.6498e-02, 2.0754e-02, -2.6225e-02, -1.8993e-02, 3.2672e-02,\n", + " 1.4828e-02, -7.1158e-02, 4.7700e-02, 3.4668e-02, 1.0450e-01,\n", + " 1.3739e-01, -1.4541e-01, -1.8669e-02, 7.6685e-02, -7.0014e-02,\n", + " 4.3535e-02, 6.1664e-02, -5.3280e-02, 1.1325e-02, 3.7875e-02,\n", + " -1.0879e-02, 4.9780e-02, 5.9468e-02, 9.0735e-03, 3.5371e-02,\n", + " 5.7307e-02, 1.8668e-03, 2.5530e-02, 7.0896e-03, -1.7353e-02,\n", + " 1.9435e-02, -6.4899e-02, 9.2190e-02, -8.1033e-02, -4.8230e-02,\n", + " -4.5026e-03, -5.5676e-02, -2.3679e-02, -2.6258e-03, -5.8901e-03,\n", + " -1.9796e-02, -1.6699e-01, -7.8646e-02, -4.3897e-03, -1.7698e-01,\n", + " -3.3531e-02, 2.3695e-02, -4.1124e-03, 7.3138e-02, 3.6102e-02,\n", + " -1.8301e-02, -1.4327e-01, 4.4598e-02, 2.0931e-02, -3.0549e-03,\n", + " 1.2830e-02, -7.4492e-02, 3.4359e-02, 1.2541e-01, -4.6189e-02,\n", + " -3.9201e-02, 9.7552e-03, 3.7750e-02, 7.1625e-02, 2.4458e-02,\n", + " -3.0181e-03, -2.8193e-02, -8.5843e-02, 1.3731e-01, 3.9742e-03,\n", + " -4.3739e-02, -1.1429e-01, 3.1875e-02, 4.0810e-02, -4.4685e-02,\n", + " 6.3718e-02, 9.0717e-03, -7.1695e-02, -1.0359e-01, -1.0513e-02,\n", + " 2.9483e-02, 4.7546e-02, 9.1696e-02, 3.4495e-02, 8.8962e-03,\n", + " -3.9718e-02, -1.2222e-01, -1.4585e-01, -8.0282e-02, 6.1389e-02,\n", + " -1.1939e-01, 4.9263e-02, 9.5245e-02, 5.2225e-02, -2.6672e-04,\n", + " 4.3842e-02, 6.2628e-02, 2.2652e-02, 9.8249e-02, -1.0906e-02,\n", + " -4.5524e-02, -1.0192e-01, 5.2994e-02, -6.0835e-01, 5.0270e-03,\n", + " -1.5364e-02, 1.5286e-02, 2.1073e-02, 6.7554e-02, -9.0608e-03,\n", + " 1.8360e-02, 1.3934e-02, -6.3171e-02, -6.1486e-02, 1.4765e-01,\n", + " -6.6814e-02, -2.5863e-03, 6.9072e-02, -1.0941e-01, 3.1477e-02,\n", + " -2.2110e-02, 1.2145e-02, -2.7738e-02, -5.2908e-03, 7.4516e-02,\n", + " 5.5743e-02, -1.8674e-01, 2.3701e-02, 7.1559e-02, 2.1703e-02,\n", + " 2.0873e-03, -1.3439e-01, -1.2334e-01, -1.7637e-02, 4.5334e-02,\n", + " 3.0578e-02, -4.3460e-02, -5.2143e-03, 5.8567e-02, -2.8273e-02,\n", + " 8.2915e-02, -1.9440e-02, -1.3945e-03, 5.1026e-02, 5.0649e-02,\n", + " -3.9138e-02, -5.1912e-02, -2.4802e-02, -9.4784e-02, 1.7877e-02,\n", + " -5.0511e-02, 3.3679e-02, -9.9476e-03, 4.0135e-02, 4.7101e-02,\n", + " 6.3703e-02, -3.5107e-02, -2.1194e-02, 1.2561e-02, 5.1499e-02,\n", + " 7.9785e-02, -1.1527e-01, -3.6837e-02, -2.6394e-02, -1.1905e-01,\n", + " -9.6783e-02, 1.0174e-01, -7.1383e-02, 7.3497e-02, 5.9568e-03,\n", + " 2.7958e-02, 1.7887e-02, -6.8977e-02, -8.5402e-02, 5.8450e-02,\n", + " 3.9519e-02, -1.8410e-01, 1.2126e-04, -4.3574e-02, 1.1224e-02,\n", + " 3.3192e-02, -6.9547e-02, 5.7797e-02, -1.2664e-01, -1.1532e-01,\n", + " 5.9530e-02, -5.7526e-02, 5.9039e-02, -1.3476e-01, 8.9598e-02,\n", + " -2.3440e-02, -6.9204e-02, -1.4727e-01, 1.4294e-02, 5.0500e-03,\n", + " -2.8631e-02, 9.9152e-02, -3.4129e-02, -1.9163e-02, -6.2302e-03,\n", + " -4.6757e-02, 1.7264e-02, -7.1762e-02, -2.2174e-03, 2.1902e-02,\n", + " -1.3039e-02, 8.1550e-02, -2.4097e-03, 4.2364e-02, -9.8135e-02,\n", + " 4.9271e-02, -1.4919e-01, 2.1463e-02, 2.5853e-02, 8.4497e-02,\n", + " 3.1409e-02, -8.7231e-02, 2.3432e-02, 2.6108e-02, -1.5420e-02,\n", + " 9.8409e-02, 3.8885e-02, -2.8016e-02, -5.3046e-02, 2.5736e-02,\n", + " 2.1690e-03, -1.0956e-01, -4.8602e-02, 7.6129e-02, -8.2873e-02,\n", + " 4.2430e-02, -8.3504e-02, -7.3892e-02, -1.0125e-02, -1.4667e-01,\n", + " -9.5249e-02, 9.5729e-03, 8.5266e-02, 1.7415e-02, -2.8028e-02,\n", + " 2.5408e-02, 1.9912e-02, 6.3563e-02, -4.2983e-02, -1.5981e-01,\n", + " -3.5785e-03, -1.2662e-02, 1.3002e-01, 1.6666e-02, 5.8627e-03,\n", + " 4.8556e-02, 4.7203e-02, 1.7450e-03, -1.3483e-01, -4.9563e-02,\n", + " -1.4003e-02, -2.5360e-01, -5.2211e-02, -2.0686e-02, 8.3077e-02,\n", + " 5.0855e-02, -9.7688e-02, -5.9463e-02, -6.4293e-02, 1.1800e-01,\n", + " -3.2926e-02, -5.5257e-02, 9.1997e-02, -4.2565e-02, -1.0886e-02,\n", + " -1.1272e-01, -1.2862e-01, -8.2809e-03, -1.0994e-01, -9.1479e-02,\n", + " 9.6863e-02, -2.8046e-02, -1.3795e-01, -1.6158e-01, -3.5587e-03,\n", + " -4.8395e-02, 5.6392e-02, -1.8106e-02, -9.4353e-02, 4.1005e-02,\n", + " -5.1372e-02, 1.7214e-02, -1.8481e-02, 7.0044e-02, -3.8291e-02,\n", + " -7.5019e-03, -4.6876e-03, 3.9003e-02, 4.4423e-02, 5.0153e-02,\n", + " 5.2446e-02, -2.7275e-02, -4.8073e-02, 5.8769e-02, 2.8080e-03,\n", + " 4.5470e-02, 2.2833e-03, 6.0874e-04, -9.9752e-02, 5.7378e-02,\n", + " -1.0630e-02, -3.7426e-02, 1.2583e-01, -4.5001e-02, -3.9327e-02,\n", + " 1.6199e-01, -5.4764e-02, -1.5673e-01, -6.9441e-02, -1.0944e-02,\n", + " 5.1280e-02, 1.7566e-02, 3.4806e-02, 5.7962e-02, -1.2460e-01,\n", + " 7.1225e-03, -9.8463e-02, -5.0013e-03, 3.9799e-02, 3.3597e-02,\n", + " 8.3196e-02, 2.5613e-03, -1.6847e-02, -3.5578e-02, 2.8758e-02,\n", + " -4.3673e-02, -6.4676e-02, 3.0697e-02, -9.0055e-02, -1.0292e-01,\n", + " -1.0245e-01, 9.5398e-04, -2.7432e-02, -6.1103e-03, -4.9161e-02,\n", + " 3.7931e-02, 4.0631e-02, -2.3265e-02, 7.0618e-02, 4.1810e-02,\n", + " 2.8776e-02, -3.7161e-02, 6.5217e-02, -1.1654e-03, -7.8283e-03,\n", + " 2.7351e-02, 1.5455e-02, -1.5972e-02, 2.5158e-02, 2.4958e-02,\n", + " -4.6502e-02, 8.6505e-02, -3.4910e-02, -1.8559e-02, 1.5461e-02,\n", + " 1.6169e-02, 2.7121e-02, 9.3568e-03, 5.8788e-02, 7.6800e-02,\n", + " 5.4809e-03, 2.6193e-02, 5.1144e-02, 9.2268e-02, -3.6491e-02,\n", + " -7.5628e-03, -1.4720e-02, -1.8948e-01, 1.4647e-02, 3.7082e-02,\n", + " -2.6529e-01, 5.7219e-02, 1.5396e-01, -1.1925e-01, -3.7577e-02,\n", + " -1.9909e-02, 1.1527e-01, 1.1313e-03, -4.4189e-02, 3.9548e-02,\n", + " -4.2856e-02, -1.4525e-02, 2.3683e-02, 1.6437e-01, -3.6342e-02,\n", + " -7.4286e-02, -7.5112e-03, 7.2363e-02, 2.3088e-02, -1.2503e-02,\n", + " 3.6760e-02, 5.9914e-02, -5.0071e-02, 8.0386e-02, 4.6452e-02,\n", + " 2.8015e-02, -8.0781e-05, 1.0830e-01, 1.6817e-02, 4.7501e-02,\n", + " -1.0762e-02, 7.1164e-03, 7.8382e-03, -6.2644e-02, -1.9247e-01,\n", + " -1.4347e-02, -7.3048e-02, 2.2692e-02, -1.6246e-02, -5.5042e-02,\n", + " 9.5695e-02, 9.0955e-02, -1.5286e-02, 4.5828e-02, -4.8537e-02,\n", + " 1.4751e-01, 8.7671e-02, -4.0721e-02, -4.9785e-02, 4.0275e-02,\n", + " 1.1929e-01, 9.4903e-03, 4.8871e-02, 1.3037e-01, -4.9360e-02,\n", + " 2.3836e-02, -2.5025e-02, 6.3108e-02, 4.9236e-02, 4.3546e-02,\n", + " 2.6752e-02, 1.7169e-02, 1.3107e-02, -1.7083e-02, -1.2547e-03,\n", + " 4.0917e-02, 5.0577e-02, -7.3947e-03, -8.5595e-03, 7.4129e-02,\n", + " 4.0050e-02, 1.0860e-01, 4.7651e-02, 1.2793e-01, -1.2744e-01,\n", + " -4.4319e-02, 3.5965e-02, -2.1850e-02, -1.3497e-02, -1.3468e-01,\n", + " 3.2172e-02, 2.5957e-03, 6.7975e-03, -3.0531e-02, 1.5896e-02,\n", + " -4.7839e-03, 6.4387e-02, 4.0266e-02, -5.7172e-02, 2.7410e-02,\n", + " -7.7412e-02, 2.6944e-02, 1.2465e-02, -3.9122e-02, 5.0666e-02,\n", + " -1.4740e-01, 4.7516e-02, 6.3075e-02, 2.9911e-02, -4.8246e-02,\n", + " -6.5840e-03, -5.5527e-02, 1.1806e-01, 3.4408e-02, -4.5568e-02,\n", + " 2.2651e-02, 5.3391e-02, 1.3716e-02, 2.3880e-02, 4.8446e-03,\n", + " 4.2257e-02, -6.9626e-02, 2.6004e-02, 6.0837e-02, 1.2059e-02,\n", + " 8.7400e-02, -7.7372e-02, -4.6636e-02, -7.2542e-02, -3.5519e-02,\n", + " 3.3962e-02, -5.6474e-02, 1.0723e-01, 7.9819e-02, 3.3902e-02,\n", + " 4.3674e-02, -7.9836e-02, -8.2630e-02, 7.5413e-02, 1.0358e-01,\n", + " -4.6357e-02, 1.4154e-01, 1.2171e-02, 1.4162e-01, -6.2105e-02,\n", + " 7.5363e-02, -1.7513e-02, -1.8573e-02, -1.4457e-03, 8.2117e-03,\n", + " -1.1108e-02, -3.8689e-02, 2.5486e-02, -2.0361e-02, 6.5482e-02,\n", + " 3.3344e-02, 3.0315e-02, -4.4187e-02, 4.3513e-02, 3.9621e-02,\n", + " 4.2747e-02, 8.9697e-02, 3.4566e-02, 1.8588e-02, 1.5672e-01,\n", + " -1.1812e-01, -4.0930e-03, 8.1755e-02, 3.5769e-02, 6.3572e-02,\n", + " 1.0883e-03, -3.1841e-02, 3.6285e-02, 9.1688e-02, -8.1209e-02,\n", + " 7.2905e-02, -6.2827e-02, -1.0302e-01, 1.4194e-01, 4.3877e-03,\n", + " 5.5821e-02, -1.0288e-02, -2.1995e-02, 1.1843e-01, -1.2469e-01,\n", + " 1.4905e-01, -1.8806e-01, -5.4970e-02, 1.0390e-01, -8.2367e-03,\n", + " 1.5988e-02, 8.2483e-02, -1.0849e-02, -5.4032e-02, -8.4511e-02,\n", + " -3.5080e-02, 3.4848e-02, 2.8213e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8277, 0.8301, 0.8240, 0.8177, 0.8079, 0.8100, 0.8036, 0.8522, 0.8551,\n", + " 0.8169, 0.7806, 0.7337, 0.7863, 0.7730, 0.8375, 0.8041, 0.8061, 0.8016,\n", + " 0.8408, 0.7392, 0.7740, 0.7708, 0.8359, 0.8227, 0.7975, 0.8112, 0.7658,\n", + " 0.8323, 0.7687, 0.8531, 0.8592, 0.7577, 0.8079, 0.8369, 0.8471, 0.8331,\n", + " 0.8273, 0.8057, 0.8124, 0.7691, 0.8495, 0.8234, 0.8501, 0.7961, 0.8522,\n", + " 0.7840, 0.7822, 0.8514, 0.8460, 0.8470, 0.7964, 0.8478, 0.8130, 0.7019,\n", + " 0.8158, 0.7743, 0.8380, 0.7285, 0.8359, 0.7921, 0.8133, 0.7856, 0.7004,\n", + " 0.7705, 0.8432, 0.8413, 0.8325, 0.8377, 0.8125, 0.8165, 0.8470, 0.8586,\n", + " 0.8196, 0.7712, 0.8265, 0.7431, 0.8368, 0.7278, 0.8027, 0.7891, 0.8402,\n", + " 0.8433, 0.8402, 0.8197, 0.7598, 0.7877, 0.8053, 0.8336, 0.8372, 0.8350,\n", + " 0.8039, 0.8132, 0.5940, 0.8155, 0.7984, 0.8266, 0.6752, 0.7806, 0.8389,\n", + " 0.8443, 0.8581, 0.8442, 0.8277, 0.7956, 0.7788, 0.7312, 0.8343, 0.8495,\n", + " 0.8111, 0.7726, 0.8063, 0.8345, 0.7888, 0.8002, 0.8409, 0.8193, 0.8223,\n", + " 0.8601, 0.8320, 0.7739, 0.8222, 0.6359, 0.7974, 0.8067, 0.7298, 0.8037,\n", + " 0.8087, 0.7821, 0.8326, 0.7736, 0.8397, 0.8211, 0.7089, 0.8164, 0.8395,\n", + " 0.8400, 0.8117, 0.7846, 0.8333, 0.7100, 0.8411, 0.8386, 0.8338, 0.8388,\n", + " 0.8346, 0.5569, 0.8557, 0.8325, 0.8282, 0.7773, 0.8361, 0.8310, 0.7520,\n", + " 0.8389, 0.8572, 0.7952, 0.8299, 0.7512, 0.8420, 0.6939, 0.8317, 0.8687,\n", + " 0.8183, 0.8616, 0.7956, 0.8261, 0.8314, 0.7800, 0.5588, 0.8346, 0.8683,\n", + " 0.8112, 0.7879, 0.8028, 0.8562, 0.6863, 0.8062, 0.7932, 0.8269, 0.8056,\n", + " 0.8084, 0.8563, 0.8230, 0.8251, 0.8396, 0.8341, 0.8258, 0.8204, 0.8539,\n", + " 0.8217, 0.8398, 0.7887, 0.8112, 0.8355, 0.8283, 0.8206, 0.8512, 0.7909,\n", + " 0.8015, 0.7912, 0.8390, 0.8087, 0.6918, 0.7956, 0.8195, 0.7645, 0.8281,\n", + " 0.7960, 0.8403, 0.7865, 0.8040, 0.8417, 0.7932, 0.7975, 0.8318, 0.7300,\n", + " 0.7066, 0.8486, 0.6777, 0.7939, 0.8230, 0.8135, 0.8384, 0.8055, 0.8309,\n", + " 0.6804, 0.8080, 0.7632, 0.8364, 0.8377, 0.7982, 0.8263, 0.8038, 0.8576,\n", + " 0.8387, 0.8119, 0.8121, 0.7833, 0.8459, 0.7750, 0.8145, 0.8484, 0.8334,\n", + " 0.7974, 0.8264, 0.6991, 0.7907, 0.8151, 0.8168, 0.6546, 0.8028, 0.7928,\n", + " 0.8105, 0.8411, 0.8573, 0.8090, 0.7671, 0.7941, 0.8282, 0.8036, 0.8380,\n", + " 0.8046, 0.8382, 0.8371, 0.7709, 0.7991, 0.8187, 0.8250, 0.8177, 0.8412,\n", + " 0.8272, 0.8289, 0.8192, 0.8469, 0.8527, 0.8390, 0.7617, 0.8307, 0.8187,\n", + " 0.8276, 0.7604, 0.8274, 0.8530, 0.7192, 0.8223, 0.8360, 0.8299, 0.8127,\n", + " 0.7852, 0.8696, 0.7963, 0.7545, 0.8148, 0.8314, 0.7847, 0.7734, 0.7513,\n", + " 0.7431, 0.8426, 0.8341, 0.8468, 0.8248, 0.8509, 0.8431, 0.8267, 0.8204,\n", + " 0.7688, 0.8486, 0.5621, 0.8455, 0.8136, 0.6994, 0.8054, 0.8008, 0.8402,\n", + " 0.8216, 0.8460, 0.8524, 0.8319, 0.6813, 0.8301, 0.8019, 0.7987, 0.8115,\n", + " 0.8433, 0.8331, 0.7921, 0.8358, 0.8544, 0.8229, 0.7799, 0.7562, 0.8338,\n", + " 0.8106, 0.8286, 0.8266, 0.8215, 0.8480, 0.8471, 0.8274, 0.7780, 0.8844,\n", + " 0.7968, 0.8492, 0.8036, 0.6878, 0.8510, 0.8124, 0.8207, 0.8202, 0.8194,\n", + " 0.8352, 0.8419, 0.7187, 0.8432, 0.8352, 0.8126, 0.7886, 0.7904, 0.7973,\n", + " 0.8266, 0.8118, 0.8015, 0.8123, 0.8173, 0.8352, 0.7912, 0.8307, 0.8286,\n", + " 0.7644, 0.8383, 0.8261, 0.8464, 0.8039, 0.8266, 0.8392, 0.8583, 0.8216,\n", + " 0.7742, 0.8632, 0.8260, 0.3881, 0.8394, 0.8179, 0.8230, 0.8499, 0.8184,\n", + " 0.8471, 0.8469, 0.8088, 0.7857, 0.8234, 0.8166, 0.8113, 0.8416, 0.8684,\n", + " 0.8196, 0.7618, 0.8217, 0.8412, 0.8231, 0.7978, 0.7933, 0.8135, 0.7835,\n", + " 0.7824, 0.8399, 0.8169, 0.8271, 0.8516, 0.8067, 0.8441, 0.8442, 0.8390,\n", + " 0.8231, 0.7982, 0.8247, 0.8035, 0.8224, 0.7074, 0.8018, 0.7302, 0.8141,\n", + " 0.8040, 0.7746, 0.8048, 0.8193, 0.7969, 0.8459, 0.7264, 0.8420, 0.8009,\n", + " 0.8319, 0.7895, 0.8335, 0.8469, 0.7720, 0.8081, 0.8252, 0.8014, 0.8064,\n", + " 0.8453, 0.7915, 0.6704, 0.8249, 0.8052, 0.8175, 0.8050, 0.8078, 0.7764,\n", + " 0.8468, 0.8520, 0.8147, 0.7963, 0.8542, 0.8525, 0.8420, 0.8328, 0.8054,\n", + " 0.8030, 0.8033, 0.6928, 0.8538, 0.8449, 0.8284, 0.7567, 0.7780, 0.7906,\n", + " 0.7780, 0.8344, 0.8115, 0.7794, 0.8280, 0.8387, 0.8196, 0.8362, 0.8165,\n", + " 0.8445, 0.7990, 0.8085, 0.8142, 0.8029, 0.7262, 0.8085, 0.8196, 0.8165,\n", + " 0.8051, 0.8454, 0.7807, 0.8250, 0.8383, 0.8336, 0.7794, 0.8388, 0.8483,\n", + " 0.8315, 0.7269, 0.8090, 0.8527, 0.7946, 0.7988, 0.8270, 0.8193, 0.7879,\n", + " 0.8196, 0.8687, 0.7983, 0.8115, 0.8259, 0.8336, 0.7830, 0.7999, 0.8265,\n", + " 0.8509, 0.8074, 0.7933, 0.8113, 0.6988, 0.8044, 0.8076, 0.8536, 0.7355,\n", + " 0.8307, 0.8120, 0.8270, 0.8455, 0.8255, 0.8303, 0.8297, 0.7546, 0.7672,\n", + " 0.8094, 0.8624, 0.8330, 0.8477, 0.8068, 0.8105, 0.8444, 0.8039, 0.8981,\n", + " 0.7537, 0.7125, 0.8363, 0.7913, 0.8363, 0.7347, 0.8344, 0.8354, 0.8048,\n", + " 0.8059, 0.8445, 0.7743, 0.8134, 0.8532, 0.8359, 0.8299, 0.8033, 0.7840,\n", + " 0.8236, 0.8541, 0.8487, 0.8171, 0.8339, 0.8332, 0.8096, 0.8166, 0.8145,\n", + " 0.8519, 0.8311, 0.8342, 0.8283, 0.8591, 0.8476, 0.7541, 0.8033, 0.8372,\n", + " 0.8646, 0.6989, 0.8340, 0.8383, 0.7917, 0.8560, 0.8330, 0.7985, 0.8331,\n", + " 0.8313, 0.7542, 0.8703, 0.7986, 0.8627, 0.8518, 0.8247, 0.8565, 0.8131,\n", + " 0.7871, 0.8081, 0.8073, 0.8369, 0.8309, 0.8351, 0.8189, 0.8732, 0.8500,\n", + " 0.8222, 0.8366, 0.7896, 0.8489, 0.7662, 0.8248, 0.8169, 0.8615, 0.7782,\n", + " 0.8555, 0.7951, 0.7110, 0.8467, 0.7843, 0.8690, 0.8457, 0.7830, 0.7802,\n", + " 0.8254, 0.8532, 0.8491, 0.8285, 0.8209, 0.8077, 0.8030, 0.8119, 0.8428,\n", + " 0.8136, 0.7624, 0.8103, 0.7947, 0.8437, 0.8068, 0.8396, 0.8406, 0.7835,\n", + " 0.8345, 0.8277, 0.7829, 0.8547, 0.7828, 0.8521, 0.8312, 0.8157, 0.8535,\n", + " 0.8401, 0.7960, 0.8563, 0.8394, 0.8357, 0.7940, 0.6845, 0.7782, 0.7624,\n", + " 0.8355, 0.8324, 0.8043, 0.8515, 0.8547, 0.8360, 0.8429, 0.8399, 0.8104,\n", + " 0.8491, 0.8054, 0.8266, 0.8183, 0.7222, 0.8422, 0.8132, 0.7829, 0.8348,\n", + " 0.8351, 0.8274, 0.8255, 0.8413, 0.8376, 0.8442, 0.8350, 0.7864, 0.8308,\n", + " 0.8487, 0.8218, 0.7692, 0.8632, 0.8519, 0.8406, 0.8342, 0.8463, 0.8128,\n", + " 0.8563, 0.8318, 0.8065, 0.8136, 0.7724, 0.8133, 0.6653, 0.8605, 0.8267,\n", + " 0.8252, 0.8331, 0.8426, 0.7846, 0.7529, 0.7901, 0.8348, 0.8520, 0.7725,\n", + " 0.8336, 0.7802, 0.8415, 0.8095, 0.8517, 0.8034, 0.8115, 0.8359, 0.7958,\n", + " 0.7874, 0.8450, 0.8469, 0.8218, 0.8210, 0.8376, 0.8229, 0.8073, 0.8181,\n", + " 0.8189, 0.8266, 0.8234, 0.8492, 0.9094, 0.7444, 0.8136, 0.8407, 0.7935,\n", + " 0.8565, 0.7543, 0.8300, 0.8253, 0.8389, 0.8078, 0.8304, 0.8055, 0.7951,\n", + " 0.8124, 0.8217, 0.8558, 0.8421, 0.8404, 0.8037, 0.8344, 0.8407, 0.7752,\n", + " 0.7358, 0.8422, 0.8273, 0.7704, 0.8245, 0.8083, 0.8066, 0.8114, 0.8096,\n", + " 0.7860, 0.8131, 0.8555], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.0494e-02, -6.9239e-02, -3.3572e-02, 5.2311e-02, -9.7171e-02,\n", + " 7.0128e-02, -1.3345e-01, -9.1016e-02, -2.4380e-02, -1.7933e-02,\n", + " -2.0095e-02, -1.3722e-01, 6.0120e-02, -1.2645e-01, -6.3324e-03,\n", + " -2.1480e-02, 8.3300e-03, 2.0323e-02, -1.0128e-03, -2.2379e-01,\n", + " -1.5738e-01, 9.2064e-02, -1.1581e-01, -8.6196e-02, -2.0264e-02,\n", + " -1.4674e-01, -9.4585e-02, 3.9849e-04, 5.5408e-02, -4.3916e-02,\n", + " -2.2805e-02, -8.6351e-02, -8.7145e-02, 3.4056e-02, -6.8661e-02,\n", + " 1.8095e-02, 2.7065e-02, -1.1772e-01, -1.1491e-01, 4.3329e-02,\n", + " -5.1076e-02, 5.3483e-02, -3.8194e-02, -1.0900e-01, -2.8203e-02,\n", + " 6.1454e-03, -2.3486e-02, 1.3464e-02, -6.8799e-02, -1.1370e-02,\n", + " 1.0033e-01, -2.9508e-02, -1.5438e-01, 7.8670e-02, -4.9823e-02,\n", + " -1.6524e-02, -5.2450e-02, 8.6899e-02, -9.1755e-02, 7.7384e-03,\n", + " 1.7778e-02, -6.9716e-03, 4.4335e-02, 6.0352e-02, -2.8732e-02,\n", + " -7.2967e-02, -4.5065e-02, -2.8727e-02, -3.7056e-02, 3.2750e-02,\n", + " 5.2438e-02, -6.3101e-02, 3.2352e-02, -3.4270e-03, -1.2161e-01,\n", + " -5.3811e-02, -3.8245e-02, -6.8196e-02, -7.2574e-02, -7.1561e-02,\n", + " -3.0189e-02, -4.1359e-02, -8.1225e-02, -1.2027e-01, -5.1078e-02,\n", + " -2.4684e-02, 6.5825e-02, -9.9088e-02, -4.6596e-02, -4.5763e-02,\n", + " -2.2356e-02, -1.1253e-02, -2.5705e-01, 1.4600e-02, -6.2228e-02,\n", + " -7.3428e-03, -1.2882e-01, 2.9436e-02, -1.1786e-02, -4.7502e-03,\n", + " -8.8863e-02, -8.7100e-02, -5.8786e-02, 1.8792e-03, -7.9713e-02,\n", + " -3.4753e-02, 3.4736e-02, 4.8005e-04, -5.7281e-02, -5.4666e-02,\n", + " -2.1907e-02, -5.9543e-02, 6.3744e-02, 5.4463e-02, -1.8910e-02,\n", + " -1.1957e-02, -4.1915e-02, -3.7542e-02, -3.9728e-03, -1.2213e-01,\n", + " 1.5178e-03, 1.2422e-01, 1.7821e-02, -2.6692e-02, -3.3790e-02,\n", + " 2.9188e-02, -4.7732e-03, -7.5892e-02, -5.5306e-02, -2.4165e-02,\n", + " -7.3612e-02, -8.2526e-02, 3.5692e-02, -5.8749e-03, 8.7773e-03,\n", + " 4.5198e-02, -2.0331e-02, -5.5151e-02, 4.1368e-02, 7.1295e-02,\n", + " -3.1735e-02, -5.6571e-02, -2.6447e-02, -4.8356e-02, -4.5267e-02,\n", + " 1.5224e-01, -2.9308e-02, -1.9321e-03, -2.0700e-02, -1.3055e-01,\n", + " -3.4241e-02, -9.5634e-02, 3.7676e-02, -7.1527e-02, -5.6979e-02,\n", + " -1.2920e-02, -1.0852e-01, -1.7097e-01, -6.8022e-02, -1.5923e-02,\n", + " -1.1302e-02, -1.4833e-02, -1.1621e-02, -6.5376e-02, -1.7816e-02,\n", + " -1.3714e-01, -4.9338e-02, 5.9311e-02, 1.7468e-01, -1.6213e-02,\n", + " -3.8584e-02, -8.1795e-02, -1.4310e-02, -1.6689e-01, -8.2473e-02,\n", + " -1.0993e-01, -3.3751e-02, -4.3828e-02, -3.1490e-02, -8.1261e-02,\n", + " 9.9612e-03, -6.5593e-02, -1.8580e-02, -1.3301e-01, -1.0810e-01,\n", + " -1.1314e-02, -1.0608e-01, -8.7890e-02, -1.0554e-01, -3.7420e-02,\n", + " -1.8246e-03, 7.0297e-02, -1.3699e-01, -3.7411e-03, -6.0961e-02,\n", + " -8.1663e-02, -2.2591e-02, -1.1217e-01, -2.6142e-04, 1.7505e-02,\n", + " 7.0455e-03, -1.0829e-01, -4.9968e-02, -6.3656e-02, 1.3295e-02,\n", + " -8.9551e-02, -7.4982e-02, -3.2262e-02, -6.2251e-02, -1.4836e-02,\n", + " -2.6610e-02, 1.5064e-02, -9.6644e-02, -1.1627e-01, -1.9382e-02,\n", + " 1.0768e-04, 3.9637e-02, -5.2214e-03, -1.2991e-01, 6.9673e-03,\n", + " -3.5884e-02, -8.1422e-02, -5.3881e-02, -3.2233e-02, -3.7856e-02,\n", + " -1.3889e-01, -9.4414e-02, 2.1097e-02, -9.0368e-02, -3.8438e-02,\n", + " -8.8240e-02, -3.0354e-02, -6.7163e-02, -1.7042e-02, -3.0849e-02,\n", + " -8.2202e-02, -5.1699e-02, -4.8954e-02, -8.5609e-03, 3.8232e-02,\n", + " -2.2692e-02, -4.4196e-02, -3.3168e-03, -5.7049e-02, -4.1371e-02,\n", + " -5.3919e-03, 3.6889e-02, -5.6482e-02, 2.5477e-02, 1.0118e-01,\n", + " -5.4489e-02, -1.1332e-01, 1.7647e-03, -1.9584e-03, 1.1106e-03,\n", + " 4.3217e-02, 6.1327e-02, 3.9738e-02, -5.9028e-02, -5.5770e-02,\n", + " -9.0251e-02, 1.3630e-02, -1.2098e-01, -7.1996e-02, -1.0900e-01,\n", + " -5.6447e-02, -2.1974e-02, -4.7587e-02, -7.2531e-02, -5.2994e-02,\n", + " -3.7659e-02, -3.2374e-02, -4.5239e-02, -3.4204e-02, 1.7925e-02,\n", + " -4.6292e-02, 1.5596e-02, 7.1451e-02, -1.2783e-02, 4.8524e-02,\n", + " -9.0837e-02, -3.6809e-02, -3.9677e-02, 2.7325e-02, 8.5334e-02,\n", + " -3.6055e-02, -6.7942e-02, -1.3512e-01, -9.5420e-02, -4.2282e-02,\n", + " -4.9434e-02, -2.7950e-02, 3.2344e-02, -2.4760e-03, -1.1095e-01,\n", + " -5.5282e-02, -1.9309e-02, -1.9236e-01, -3.5105e-02, -2.2421e-02,\n", + " 9.6877e-03, -2.4121e-02, 2.8237e-02, -9.0179e-02, -1.6678e-01,\n", + " -1.2857e-01, 4.6221e-02, 1.1899e-02, 7.4813e-02, -1.4786e-02,\n", + " 1.1839e-02, -8.9604e-02, -4.1799e-02, 1.0231e-02, -6.7102e-02,\n", + " -3.7469e-02, -5.3879e-02, -4.5370e-02, 2.1477e-03, -5.8916e-02,\n", + " -1.2198e-02, -3.8707e-02, -8.7035e-02, 5.5218e-02, -4.0060e-02,\n", + " -1.1132e-01, -5.1071e-02, -2.2102e-02, -1.3831e-02, -4.9538e-02,\n", + " -9.4911e-03, -2.8487e-02, -4.1896e-02, -1.3084e-01, 1.0205e-02,\n", + " -6.7491e-02, -1.0187e-02, 8.5128e-03, -2.9098e-02, -3.2847e-02,\n", + " -1.4953e-02, -9.7244e-02, -6.8480e-02, -9.8954e-03, -1.8714e-02,\n", + " -9.5773e-02, -1.2151e-02, 3.7252e-02, 3.0568e-02, 4.8364e-02,\n", + " 1.0140e-02, -1.1715e-01, -7.1135e-03, -6.8321e-02, -3.3497e-02,\n", + " 6.0599e-03, -2.0805e-02, -6.9610e-02, 2.6346e-02, -3.9408e-02,\n", + " -5.0415e-02, 2.9185e-02, -4.1285e-02, -7.8182e-02, -4.6692e-02,\n", + " -3.0470e-03, -6.4371e-04, -5.5869e-02, 6.5250e-03, 2.3301e-02,\n", + " -4.1362e-04, -4.1954e-02, -7.7697e-02, -8.7864e-02, 3.1415e-02,\n", + " -4.8112e-02, -3.6784e-02, -1.1244e-02, 5.0423e-02, -1.6101e-02,\n", + " -2.0555e-02, 1.1417e-01, -8.2894e-02, 8.9627e-02, -3.6676e-02,\n", + " -3.0710e-02, 2.6132e-02, -9.3542e-02, -1.4358e-02, 1.5105e-02,\n", + " -5.9929e-02, -6.5510e-02, -9.4797e-02, -1.4699e-02, -1.1456e-01,\n", + " -2.8886e-02, 9.0256e-03, 5.1278e-02, -2.4078e-02, -2.6382e-02,\n", + " 7.3632e-03, 6.1210e-03, -2.3070e-02, 4.8692e-02, -4.5451e-02,\n", + " 1.1202e-01, -6.4603e-02, -6.3012e-02, -6.5059e-02, 4.8674e-03,\n", + " 4.3204e-02, 5.3306e-03, -5.1949e-02, -6.2507e-02, -1.3015e-02,\n", + " -6.6683e-02, -4.0300e-02, -3.0812e-02, -4.4579e-02, -1.9321e-02,\n", + " -1.2225e-02, 3.4613e-02, -9.7632e-02, -3.5585e-02, 7.1398e-02,\n", + " -5.7081e-02, -3.2617e-02, 6.4256e-03, 5.1575e-02, -9.0184e-02,\n", + " -3.7052e-02, 1.3078e-02, 1.5910e-03, -5.1146e-02, -5.8468e-02,\n", + " -1.1555e-01, 6.6237e-02, 2.4509e-02, 1.4734e-02, 4.2756e-02,\n", + " -3.3400e-02, -3.2198e-02, -3.0030e-02, 1.4074e-02, -3.5604e-02,\n", + " 8.0464e-03, 1.2484e-02, -6.4880e-02, -1.3125e-02, 5.6338e-02,\n", + " -1.0700e-02, -3.3618e-02, -1.2430e-01, 6.0595e-02, -8.8803e-02,\n", + " -9.2630e-03, -4.9865e-02, -6.3150e-02, 5.6852e-03, 3.0266e-02,\n", + " -6.2053e-02, 4.9653e-02, -6.0407e-02, -1.2440e-01, -9.0744e-02,\n", + " 2.5398e-02, 5.8245e-02, -3.4738e-02, -7.4756e-02, -4.9891e-02,\n", + " -5.4959e-02, 2.7933e-02, -4.3400e-03, -2.1084e-02, -3.5295e-02,\n", + " -1.1632e-02, -2.2031e-02, -3.1687e-02, 3.6487e-02, -1.0440e-02,\n", + " -6.6188e-02, -1.2880e-01, -1.9424e-02, -3.0458e-02, -1.5626e-02,\n", + " -3.9210e-02, -5.5642e-02, -7.9712e-02, 8.0355e-02, -3.8994e-02,\n", + " -5.3180e-02, -2.2593e-02, -1.2382e-01, -3.7367e-02, 2.5418e-02,\n", + " -3.8537e-02, 2.6419e-03, -7.3765e-02, -1.6326e-02, -7.1445e-02,\n", + " -2.2867e-02, -4.3866e-02, -4.9742e-02, -3.7827e-03, 5.7705e-03,\n", + " -1.9355e-02, 1.5992e-03, -4.3071e-02, 3.0688e-04, -4.5572e-02,\n", + " -2.1450e-02, -1.2305e-02, -4.0738e-02, -5.7952e-02, 6.4506e-02,\n", + " -1.1078e-01, 2.5363e-02, -8.9307e-03, 4.0527e-02, -7.7325e-02,\n", + " 1.4900e-02, -7.9799e-02, -7.6209e-02, 1.9006e-02, 4.6509e-02,\n", + " 1.6076e-03, -5.7261e-02, -4.3976e-02, -5.0785e-02, -4.6341e-02,\n", + " 3.8114e-02, -2.7983e-02, -3.8558e-02, -5.8375e-03, -2.4728e-02,\n", + " -1.4737e-02, -1.9339e-02, -7.8047e-02, -3.7503e-02, 4.3071e-02,\n", + " -6.7834e-02, 4.3043e-02, -3.3216e-03, -3.3793e-02, -1.9978e-02,\n", + " 2.2843e-02, 6.1715e-03, 5.2989e-03, -1.0278e-01, -9.8603e-02,\n", + " -4.4119e-02, 4.0115e-02, -9.1831e-02, -7.6330e-02, -1.1738e-01,\n", + " 3.6531e-02, -7.6673e-02, -3.6519e-02, -1.0326e-01, -3.4593e-02,\n", + " -4.5150e-03, -2.6802e-03, 2.9437e-02, -3.0110e-03, 8.7811e-03,\n", + " -5.4702e-02, -4.1350e-02, 9.9302e-03, -4.0556e-02, 1.0190e-02,\n", + " -5.4287e-02, -4.5395e-02, -5.2088e-02, -5.4472e-02, -2.1482e-02,\n", + " -5.3140e-02, -1.0429e-02, 2.5314e-02, -7.8315e-02, -3.4090e-02,\n", + " 2.8963e-02, -1.7140e-02, -9.9090e-02, -3.1958e-02, -9.6056e-03,\n", + " -6.8848e-02, -1.9435e-01, -4.6869e-02, 4.7915e-03, -2.3587e-02,\n", + " -8.4345e-02, 1.2865e-02, -4.7453e-02, -2.7520e-02, -6.9908e-02,\n", + " -2.1776e-02, -7.7942e-02, -8.1344e-02, -8.8128e-02, -5.5907e-02,\n", + " -8.7587e-02, -7.8733e-02, 3.1099e-02, -6.0602e-02, -9.8341e-02,\n", + " -5.5006e-02, -5.6393e-02, -8.4273e-02, -5.1951e-02, -3.8026e-03,\n", + " -3.0514e-02, -1.3434e-03, -4.0253e-02, -1.6160e-02, -1.1743e-02,\n", + " -7.5754e-02, 1.7645e-02, -2.8654e-02, -3.1305e-02, -8.4756e-02,\n", + " -6.8512e-02, -7.9587e-03, -3.8693e-02, -4.4597e-02, -2.3619e-02,\n", + " -7.1496e-02, -1.5750e-01, 1.7903e-02, -2.3177e-02, -3.9376e-02,\n", + " -9.9279e-02, -1.0198e-01, 1.2039e-02, -1.4439e-01, -8.0793e-02,\n", + " -3.7915e-02, -6.8198e-02, -6.3960e-02, -8.7385e-02, -9.4628e-02,\n", + " 1.5104e-02, -4.5651e-02, -5.6888e-02, -3.9364e-02, 4.2532e-03,\n", + " 6.2822e-03, -9.7295e-02, 1.4715e-03, 1.7083e-02, -1.0385e-01,\n", + " -2.4758e-02, -4.0588e-02, -5.9271e-02, -8.8198e-02, 5.1931e-02,\n", + " -1.8842e-02, -2.4097e-02, -1.9881e-02, -4.3839e-02, -1.6683e-02,\n", + " -5.7929e-02, -8.8481e-03, -7.9132e-02, -2.8942e-03, -3.2661e-02,\n", + " -1.8181e-02, -5.9240e-02, -4.1779e-02, -8.2334e-02, -3.7144e-02,\n", + " -3.9740e-02, -6.6563e-02, -7.5435e-03, 2.7602e-04, -6.0352e-02,\n", + " 1.2749e-02, -1.1228e-01, -5.8860e-02, -1.0841e-01, 1.1129e-02,\n", + " -5.4373e-02, -6.4303e-03, -1.3797e-01, 3.4063e-03, -2.5362e-02,\n", + " 2.8497e-02, -1.2011e-01, -4.9321e-03, -1.8135e-02, -6.4064e-02,\n", + " -3.5712e-02, -1.1776e-01, -5.8070e-02, -6.3189e-02, 7.0842e-04,\n", + " -1.1438e-01, 3.0301e-02, -5.7693e-03, -4.8914e-02, 2.9518e-02,\n", + " -9.2074e-02, -4.9359e-03, -3.9812e-03, -7.0403e-02, -2.5478e-02,\n", + " -5.9708e-02, -1.2388e-01, -8.2504e-02, -8.5471e-02, -7.7713e-02,\n", + " 4.3188e-02, -8.7228e-02, -5.0785e-02, -7.9561e-02, 4.8213e-02,\n", + " -7.1289e-02, -2.9454e-02, -6.5618e-02, -7.7986e-02, -7.0871e-02,\n", + " 1.4499e-02, 1.3745e-02, -2.4416e-02, 5.4785e-03, -8.4109e-02,\n", + " -2.3814e-02, -1.8341e-02, -2.6466e-02, 1.2193e-02, -7.6618e-02,\n", + " 1.0241e-02, -8.7620e-02, -6.6335e-02, -8.3364e-02, -1.1883e-01,\n", + " -7.5803e-02, -1.0263e-01, -3.6374e-02, 3.0434e-03, -1.2217e-02,\n", + " -4.6287e-03, -3.8441e-02, -1.1248e-01, 1.5267e-02, -3.3650e-02,\n", + " -9.1552e-02, 6.4992e-03, -1.8604e-02, -8.0038e-02, -3.1986e-02,\n", + " -5.3885e-02, 5.8193e-02, -1.5155e-02, -6.5616e-02, -7.0809e-03,\n", + " -4.9905e-02, 1.1088e-01, -9.8603e-02, -1.8572e-02, -5.9597e-02,\n", + " -6.4257e-02, -8.4648e-02, -3.6704e-02, 1.0849e-02, 1.0935e-02,\n", + " -2.9944e-02, -8.9490e-03, -4.9784e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 7.0458e-02, -1.3413e-01, -5.1415e-02, 6.1329e-04, 1.2485e-01,\n", + " -2.3160e-02, 9.2162e-04, -5.2612e-03, -7.9784e-02, -2.2057e-01,\n", + " -7.4146e-02, 1.0247e-01, 9.7634e-02, -1.5478e-01, -4.0834e-02,\n", + " 3.7156e-02, -6.8666e-02, -6.1311e-02, 1.1434e-01, -3.3406e-02,\n", + " 1.1338e-01, -1.7237e-01, 1.0358e-01, 1.8742e-02, 4.1806e-02,\n", + " -1.5427e-01, 1.4638e-02, -1.6289e-03, -3.6387e-02, 8.1822e-02,\n", + " -5.6402e-02, -2.3178e-01, -4.4397e-02, -7.9753e-02, 1.1408e-01,\n", + " 1.1806e-01, -1.4331e-03, -2.4632e-02, 5.3993e-02, 1.6443e-02,\n", + " -6.9576e-02, -1.3975e-01, 7.5028e-02, 3.5681e-02, -4.6045e-02,\n", + " -9.7089e-02, 2.8592e-01, 5.0177e-02, 1.0826e-01, 2.3113e-02,\n", + " 1.8790e-02, 9.3372e-02, -1.5020e-01, -5.6738e-02, 2.5033e-02,\n", + " 1.0295e-01, -2.2554e-02, 3.8231e-02, 9.6961e-02, -1.1177e-01,\n", + " 3.1087e-02, -2.9600e-02, -4.6057e-02, -4.5839e-02, 3.3200e-02,\n", + " 5.9752e-02, -1.1522e-01, -5.7751e-02, 5.7012e-02, 3.5096e-02,\n", + " 1.4827e-01, -5.2832e-02, 3.2397e-02, -6.1503e-02, 4.9718e-02,\n", + " 3.6928e-02, 1.1139e-01, -1.4615e-01, 6.1351e-02, -2.2236e-02,\n", + " 5.3864e-02, 1.9927e-01, 1.9497e-01, 4.5732e-02, -3.4166e-02,\n", + " -7.0115e-02, 8.3599e-03, 1.0147e-01, 3.2765e-02, -8.3591e-02,\n", + " -1.2635e-01, 8.6134e-02, 1.4976e-02, -7.3115e-02, 2.0502e-01,\n", + " 1.4502e-01, 1.5976e-01, 2.2137e-01, 3.6839e-02, 8.7763e-02,\n", + " 9.6183e-02, 6.6420e-02, 5.8736e-02, 2.3167e-02, -1.3591e-01,\n", + " 1.2142e-01, -1.0120e-01, -2.0058e-01, 4.2026e-02, 1.9183e-01,\n", + " -2.4461e-02, 3.7974e-02, -2.4038e-01, 2.2500e-02, 9.4703e-03,\n", + " 1.9583e-02, -6.9426e-02, -1.1339e-01, 2.0212e-01, 8.9252e-02,\n", + " -7.1125e-03, -1.6362e-01, -3.0168e-01, 8.2694e-02, -3.1659e-01,\n", + " -1.6747e-01, 1.2972e-01, -2.7914e-02, -2.6397e-01, 4.1177e-01,\n", + " 1.2252e-01, -1.9190e-01, 1.2659e-01, 2.2187e-01, 1.8745e-01,\n", + " 9.1578e-02, 4.1811e-01, 2.1165e-01, -2.3808e-01, 1.3677e-01,\n", + " 5.4899e-02, 3.7985e-01, -4.9435e-01, 1.9959e-01, -4.1115e-01,\n", + " 1.4076e-01, 3.2423e-01, -1.7088e-01, 3.6753e-02, -8.4073e-02,\n", + " 3.2537e-01, -2.7104e-01, -3.6756e-01, -1.3829e-01, 1.3077e-01,\n", + " 2.5180e-01, 1.4565e-03, -8.8185e-02, 1.6973e-01, -4.8411e-01,\n", + " -6.1179e-02, -9.1329e-02, -3.7195e-01, -2.6812e-01, -1.1216e-01,\n", + " 5.0065e-01, -8.1869e-02, -4.1484e-01, -3.3661e-02, -2.6117e-01,\n", + " 1.0787e-01, -6.0509e-02, -1.1453e-01, 1.0601e-01, 3.5180e-01,\n", + " 2.9985e-01, -3.9011e-02, 2.3987e-01, -4.9467e-02, 4.4336e-01,\n", + " 1.2968e-01, -7.1369e-02, -4.5167e-01, -1.3387e-01, -2.2014e-01,\n", + " -3.8011e-02, 7.0273e-02, -1.7924e-02, -1.3583e-01, -1.5456e-01,\n", + " 1.1586e-01, 5.9036e-02, 2.6441e-01, -2.0500e-01, -1.1959e-01,\n", + " 2.4788e-01, -1.1783e-01, 4.2783e-01, -2.0625e-01, -3.1593e-01,\n", + " -1.1498e-01, -8.4215e-02, 1.3873e-01, -1.0911e-01, 2.1896e-02,\n", + " 6.2344e-01, 3.6165e-01, 1.6600e-01, -2.9486e-01, 1.3810e-01,\n", + " -7.2069e-01, 1.0354e-02, -1.8532e-01, 7.2902e-03, 1.9833e-01,\n", + " -1.7086e-01, -4.7316e-02, 1.6060e-01, 1.5354e-01, 1.4154e-01,\n", + " 1.0622e-01, 1.2976e-02, -2.8206e-01, 1.3968e-01, 1.3000e-02,\n", + " -6.7234e-03, -3.4252e-02, -1.9691e-02, -2.1170e-01, 1.4033e-01,\n", + " 2.5195e-01, 8.3278e-02, 1.5831e-01, -5.5443e-02, 1.9239e-01,\n", + " 9.4992e-02, -3.1965e-01, 1.8669e-01, -5.6818e-01, -7.3598e-02,\n", + " 2.6009e-01, 3.4286e-02, -1.5125e-02, 2.3350e-01, -1.1540e-01,\n", + " 8.9940e-02, 1.9138e-02, 1.2292e-02, 1.1128e-02, 3.8369e-02,\n", + " 2.3720e-01, -6.1414e-02, 1.0822e-01, 2.2247e-02, 7.4746e-02,\n", + " 2.6781e-01, -2.6947e-02, -1.4337e-02, 9.5395e-02, 2.8505e-02,\n", + " -1.0431e-01, 6.5849e-02, -7.6652e-02, -8.1692e-02, 8.3926e-02,\n", + " -6.9016e-03, 1.0577e-01, 7.1226e-02, 9.2976e-02, 6.4286e-02,\n", + " 4.4104e-02, -1.2476e-01, -7.6680e-02, 4.6227e-02, -1.4684e-01,\n", + " 2.4441e-01, -5.6103e-02, -3.1267e-02, 2.6542e-01, -1.0495e-01,\n", + " -5.3203e-02, -3.1034e-01, -1.3724e-02, -1.7406e-01, 3.4188e-01,\n", + " 1.5708e-02, 3.4579e-01, 3.7150e-01, 1.3695e-01, -2.0094e-02,\n", + " -1.4249e-01, -1.4996e-01, 7.6650e-02, 3.1146e-02, 9.0864e-02,\n", + " -5.2919e-02, -4.5837e-02, 1.3877e-01, 1.2685e-01, -2.1389e-02,\n", + " -2.1478e-01, 1.9449e-01, -1.7655e-02, 1.1544e-01, -2.1539e-02,\n", + " 1.3681e-01, 7.5903e-02, -1.7807e-01, -9.0068e-02, -1.8549e-01,\n", + " -8.4337e-02, 2.8474e-02, -3.7053e-02, 8.8656e-02, -7.8410e-02,\n", + " -3.0044e-01, 7.6578e-02, -8.6009e-02, 4.4881e-02, 2.2207e-01,\n", + " 4.0736e-02, -1.5735e-02, -1.3485e-01, 2.4064e-02, -1.7691e-02,\n", + " -7.1483e-02, -1.5563e-01, 2.3145e-02, -3.2105e-02, -6.4954e-02,\n", + " 3.7405e-02, -1.6936e-01, -3.0927e-02, -7.6812e-02, -1.6936e-02,\n", + " -2.3868e-02, 1.9260e-02, 2.9133e-02, -3.5938e-02, -8.8135e-02,\n", + " -5.2115e-01, -4.3920e-02, -2.6252e-01, 4.8833e-02, 2.1311e-01,\n", + " 9.6438e-02, -7.8871e-02, -6.2410e-02, -7.7524e-03, -1.6280e-01,\n", + " 6.7774e-03, -1.2876e-02, 3.9861e-03, 8.1279e-02, 6.3908e-02,\n", + " -1.1062e-01, -1.1185e-01, -2.7747e-01, 1.7071e-01, 2.3600e-01,\n", + " -5.0287e-02, 4.4513e-01, -2.2962e-02, 1.9210e-01, -7.2517e-02,\n", + " 8.3201e-02, -4.7533e-02, -4.4830e-02, 6.8033e-02, 1.1465e-01,\n", + " -2.6439e-02, -2.4864e-01, 1.5682e-01, -8.1473e-02, 5.1195e-02,\n", + " 1.1430e-02, -1.9383e-02, 7.0320e-02, 2.6813e-02, -2.7686e-02,\n", + " 7.1862e-02, -1.6799e-01, 1.0643e-02, 2.1768e-02, 4.7716e-02,\n", + " -1.5338e-01, 1.2417e-01, -3.3596e-02, -1.5851e-01, -9.4268e-02,\n", + " 2.5214e-01, 1.3985e-01, 2.1496e-01, -1.2716e-01, 5.6395e-02,\n", + " -2.8049e-02, -2.1809e-01, 2.3306e-02, 8.3607e-02, -1.7014e-01,\n", + " 2.0245e-01, 3.3476e-02, 3.7745e-01, -1.7768e-02, -2.8505e-01,\n", + " 4.8512e-02, 1.7565e-01, -6.8004e-02, 1.6971e-01, -4.7947e-03,\n", + " 1.1149e-01, -6.6293e-02, -1.5158e-01, -2.7082e-02, 3.9324e-02,\n", + " -1.2235e-02, -7.8607e-02, 1.9633e-01, -1.1167e-01, 1.4566e-01,\n", + " 8.7697e-02, 6.0600e-02, -1.8243e-02, -1.2594e-01, -7.0884e-02,\n", + " 1.3651e-01, -2.0096e-03, -7.3846e-02, -1.0368e-01, 3.4081e-01,\n", + " -5.1537e-02, 3.3916e-02, 9.8264e-02, 1.8081e-01, 9.3840e-02,\n", + " -7.6893e-02, 1.4750e-01, -5.7390e-02, -1.1937e-01, 6.2344e-03,\n", + " -3.9877e-02, -1.5248e-01, 8.9908e-02, -2.9805e-01, 2.8100e-02,\n", + " -2.1777e-01, -3.0448e-01, 1.7988e-02, 1.8570e-02, 9.8961e-02,\n", + " 5.0421e-01, 2.7602e-02, -4.6037e-02, -3.4207e-01, -2.4650e-01,\n", + " -3.7764e-02, -2.0102e-01, 8.3910e-02, -3.7005e-01, -1.4513e-01,\n", + " 1.4604e-01, 7.3432e-02, 1.0569e-01, -1.0202e-02, 2.2167e-01,\n", + " -2.0404e-01, 3.8687e-01, 2.5140e-01, 2.8018e-01, -8.6869e-02,\n", + " -4.7966e-02, -1.3860e-01, -2.5856e-01, 1.2471e-01, -1.3597e-01,\n", + " -1.9934e-01, 8.7606e-02, -7.0543e-02, 1.4869e-01, 7.3133e-04,\n", + " -3.0808e-02, -3.6403e-01, 3.7935e-01, -1.4004e-01, 9.3023e-04,\n", + " -4.7049e-02, 2.2357e-01, -1.3424e-02, 2.2656e-02, 2.1452e-01,\n", + " 8.6131e-03, 2.9831e-01, -8.5689e-02, -8.5514e-02, 1.9094e-01,\n", + " 3.1854e-01, 7.7363e-02, 1.4070e-01, -2.8922e-01, -3.6205e-02,\n", + " -5.3205e-02, 7.3351e-02, 1.0209e-01, 7.9747e-02, 8.2369e-02,\n", + " 6.5185e-02, 7.7275e-04, -5.3597e-02, -1.1220e-01, -5.7099e-03,\n", + " 3.3706e-01, -1.2866e-01, -2.7339e-02, -8.8222e-02, 1.3725e-02,\n", + " 3.7894e-02, 8.2848e-02, 6.3295e-02, -2.5273e-02, 3.1086e-02,\n", + " -1.1371e-01, -4.4980e-02, 4.5222e-02, 6.3484e-02, 1.8768e-02,\n", + " 6.6905e-03, -1.0450e-01, 9.5492e-03, 1.5535e-02, -3.2119e-02,\n", + " 9.0357e-02, 6.4929e-02, 5.1067e-02, 5.5471e-02, 1.4940e-02,\n", + " -4.3615e-02, -1.4805e-02, 1.5402e-02, -3.7294e-02, 3.6690e-02,\n", + " 1.9525e-02, 8.9487e-02, -1.0701e-02, -1.5746e-02, -1.9358e-02,\n", + " -1.0974e-01, -8.2868e-02, 1.1119e-01, 1.4538e-02, -4.3316e-02,\n", + " -1.4856e-02, -8.1707e-03, 2.7514e-02, -1.7030e-02, -2.4840e-02,\n", + " 3.0258e-02, -7.5733e-02, 1.1954e-02, 2.1979e-02, -1.9951e-02,\n", + " -3.4641e-01, 9.9652e-03, -6.2871e-02, 7.7101e-03, 3.9395e-02,\n", + " -1.5744e-02, 1.5923e-03, 5.2414e-03, -7.5762e-02, 1.1848e-01,\n", + " -3.2802e-02, -2.1575e-02, -2.2514e-02, -7.9981e-03, -4.1279e-02,\n", + " 2.3731e-02, -3.4802e-02, -6.9281e-02, -7.9437e-02, 6.2935e-02,\n", + " -8.9618e-02, -3.4347e-02, 1.1022e-01, 1.1898e-01, -9.8651e-03,\n", + " 3.0018e-02, -3.3199e-02, 1.9590e-02, -4.3484e-02, -2.6160e-03,\n", + " -3.1479e-02, -3.5263e-02, -6.8237e-02, -3.6163e-02, 8.2423e-03,\n", + " -3.2197e-02, 4.8062e-02, 5.3198e-02, 4.3466e-02, -1.0946e-02,\n", + " 1.3541e-02, -7.7863e-02, -4.1349e-02, -5.2811e-02, -2.1493e-03,\n", + " 1.3141e-01, -6.5234e-02, 1.8365e-02, -3.8181e-02, -3.0147e-02,\n", + " -9.1990e-03, -3.8245e-02, 4.2157e-02, 1.2235e-02, 6.3925e-02,\n", + " 6.2379e-02, 7.0967e-02, 5.3118e-02, -9.5716e-02, 4.4917e-02,\n", + " 5.4255e-02, -6.4227e-02, 3.9906e-02, 2.0616e-02, 3.8707e-02,\n", + " 2.5480e-01, 3.0784e-02, -1.2052e-01, 8.5427e-02, -6.5499e-04,\n", + " 9.7013e-03, 2.2873e-02, -5.0217e-02, 1.0338e-01, -8.4900e-03,\n", + " -6.4923e-02, 3.2992e-02, -4.4531e-02, -2.5578e-02, -1.1307e-02,\n", + " -3.8217e-03, -9.2726e-02, -2.5944e-01, 1.2399e-01, 2.7599e-02,\n", + " 8.5303e-02, -3.5674e-02, 4.8556e-01, -2.9920e-02, -1.3968e-01,\n", + " -5.3070e-02, 2.9379e-02, -3.8417e-02, 2.1518e-02, 1.0570e-01,\n", + " -3.7335e-02, -1.9560e-02, -2.3809e-02, 5.0901e-02, -1.8098e-02,\n", + " -2.0276e-02, -1.2497e-02, -6.8531e-02, -4.2004e-02, 3.2683e-02,\n", + " -8.0187e-02, -9.8797e-02, -8.2666e-03, -3.5253e-02, -5.4555e-02,\n", + " -2.9475e-02, -2.4152e-01, 1.7964e-02, -5.4437e-02, 3.9490e-02,\n", + " -5.1086e-02, 6.8498e-02, -1.6838e-01, 4.4887e-02, -1.4492e-02,\n", + " 4.3560e-02, -1.0666e-01, -5.1992e-02, -1.0660e-01, 5.1500e-02,\n", + " 3.4664e-02, 2.2238e-02, 3.8979e-01, -1.0480e-02, -2.9697e-01,\n", + " 1.5641e-02, 1.6951e-01, -1.0563e-02, -2.3606e-02, -1.4585e-02,\n", + " 4.0271e-02, -2.5508e-02, 4.7070e-02, -1.0112e-01, -8.5467e-02,\n", + " -7.1952e-04, 1.0857e-01, 1.2354e-01, 1.2379e-01, 1.0350e-02,\n", + " 4.9299e-02, 9.7206e-02, -3.9278e-02, 4.1521e-02, 1.7032e-02,\n", + " 3.8272e-01, -2.5015e-02, 6.0918e-02, -7.1699e-03, 9.0962e-03,\n", + " -6.2540e-01, -9.0364e-03, -1.3090e-01, -1.6619e-01, 4.0946e-02,\n", + " -9.5329e-02, 1.1887e-01, -3.3100e-01, -1.3473e-01, -7.6803e-02,\n", + " 6.5816e-02, -4.8938e-02, 4.5867e-02, -6.2980e-02, -7.7438e-02,\n", + " -2.6075e-02, -1.5768e-02, 1.5237e-02, 1.9958e-02, -1.2526e-01,\n", + " -2.3099e-02, 9.2351e-02, -7.3021e-02, -5.5299e-02, -1.9925e-02,\n", + " -7.0338e-02, -3.1536e-01, -1.0741e-01, 1.1864e-03, 2.0530e-01,\n", + " -5.5884e-04, -5.8585e-02, -2.5057e-02, -7.6277e-02, 1.4021e-01,\n", + " -3.8439e-02, 3.7559e-02, 3.6662e-02, 1.1731e-02, 7.4104e-02,\n", + " 5.3317e-02, -1.7874e-02, -1.4379e-03, 4.8137e-02, 2.5396e-02,\n", + " -1.9900e-01, 1.0314e-01, 9.2160e-02, 1.0789e-01, -6.5952e-02,\n", + " 5.7872e-02, -5.8446e-03, 2.7522e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.8872e-03, -2.3519e-03, 2.8113e-03, 1.7309e-03, -5.4665e-03,\n", + " -1.7616e-03, -4.4446e-03, -3.8292e-03, -2.1873e-03, 7.4610e-03,\n", + " 4.3797e-03, 1.3200e-03, -3.5842e-03, 1.7545e-03, -6.3231e-03,\n", + " -4.5096e-03, 6.8033e-03, 6.4048e-03, -5.1770e-03, 4.0649e-03,\n", + " 4.9600e-04, 2.0712e-03, 3.2133e-03, 5.4763e-04, -4.7511e-03,\n", + " -7.0966e-04, 4.2517e-04, -7.9383e-03, 1.2120e-03, -3.3155e-03,\n", + " 2.9555e-03, 2.0717e-03, 1.3964e-03, 5.0351e-03, -3.1226e-03,\n", + " -4.3756e-03, 6.5477e-04, 7.8115e-04, -5.8201e-03, -1.9640e-03,\n", + " -1.9159e-03, 2.9158e-03, 2.2146e-02, -9.2337e-04, -1.7579e-04,\n", + " 9.1010e-05, -6.7467e-03, -1.0338e-03, -1.2989e-03, 7.3795e-04,\n", + " -8.6086e-04, 3.3662e-03, -2.4189e-04, -3.5234e-03, -6.0111e-04,\n", + " -1.5009e-03, -2.8063e-03, -9.8548e-04, 5.8791e-03, 2.1651e-03,\n", + " 2.1810e-03, -3.4630e-03, -1.3416e-03, 4.3329e-03, 3.9026e-05,\n", + " 6.1279e-04, -3.4633e-03, -2.9351e-04, 2.1314e-04, 1.5353e-04,\n", + " -9.2294e-04, 1.2460e-03, -6.1330e-04, -1.6093e-03, 4.8428e-04,\n", + " 3.5618e-04, 2.4395e-03, -1.6880e-03, -4.7728e-04, -1.5382e-03,\n", + " 1.4782e-03, -6.2441e-04, 1.3531e-03, 3.5304e-03, -1.2268e-03,\n", + " -4.5020e-04, -2.1215e-04, 6.9271e-04, -2.3133e-04, 5.7526e-04,\n", + " -2.9221e-03, 1.5094e-03, -2.5894e-03, 2.4339e-03, 1.1489e-03,\n", + " 8.9521e-04, 3.1222e-03, 1.4750e-03, 4.5719e-04, 3.5028e-03,\n", + " -1.4252e-03, -2.8315e-04, -5.4302e-04, 3.7890e-03, -3.4687e-03,\n", + " 8.6041e-04, -1.3814e-03, -1.9053e-03, -1.8190e-03, -9.7423e-04,\n", + " 2.6342e-05, -1.1458e-03, -5.0739e-05, -2.1020e-03, -1.5079e-03,\n", + " 3.1964e-03, -2.0349e-04, 3.9309e-03, 7.9368e-04, 1.3284e-03,\n", + " 2.2174e-03, -1.0735e-03, -5.8689e-03, 1.2255e-03, -3.7435e-03,\n", + " 7.8641e-04, -1.6483e-03, -1.7388e-03, 5.2899e-03, 7.1100e-04,\n", + " -5.4288e-04, -4.6886e-03, 4.4622e-03, -3.4184e-03, -2.5441e-03,\n", + " -3.6897e-03, -3.3767e-03, -3.5081e-03, -3.6908e-03, 1.5434e-03,\n", + " 5.5489e-04, -2.6388e-04, 2.3055e-03, -1.0550e-03, 8.6016e-03,\n", + " -9.3760e-04, 2.1755e-04, 3.6625e-03, -1.3712e-03, 4.0153e-03,\n", + " -1.5041e-04, -2.0825e-03, 2.1703e-03, 3.4010e-04, -6.1573e-05,\n", + " -5.9676e-03, -3.7117e-03, -7.2690e-04, -7.9161e-03, -1.2926e-03,\n", + " 1.9379e-03, 6.4824e-03, -4.6681e-04, 8.5153e-03, 3.5426e-03,\n", + " 2.8665e-05, -2.1781e-04, 4.2143e-03, -2.4444e-03, 7.2449e-04,\n", + " -1.5950e-03, 7.0954e-04, 7.9721e-03, 2.4805e-03, -1.1018e-02,\n", + " -9.4203e-05, -1.1469e-03, -2.5331e-03, 1.1589e-04, -1.4228e-03,\n", + " -5.0192e-03, 1.0726e-03, 2.0258e-03, 6.8394e-03, 2.6646e-03,\n", + " 3.3533e-03, -2.6485e-03, -5.2667e-03, 2.6569e-03, -1.1103e-03,\n", + " -1.4435e-03, 1.6734e-03, 3.3540e-04, -2.6222e-03, 5.4264e-03,\n", + " -7.9918e-03, -2.6646e-03, -5.8363e-03, -2.0547e-03, -5.2043e-03,\n", + " 3.7724e-03, -7.3365e-04, -3.5408e-03, -2.4112e-03, 1.5972e-03,\n", + " 1.6520e-03, 9.2729e-04, -4.5070e-03, 5.7974e-03, 4.5983e-03,\n", + " 2.1023e-03, -1.9673e-03, 5.3357e-03, -8.3322e-03, 1.0062e-03,\n", + " -1.0153e-02, -1.0970e-03, 6.9930e-03, -8.3623e-03, -4.1701e-03,\n", + " 6.2293e-03, -6.2462e-03, -4.2678e-04, -5.0934e-03, 8.7027e-03,\n", + " -3.5571e-03, -1.7406e-03, -3.5080e-03, -3.1895e-03, 1.2647e-03,\n", + " 2.8374e-03, -6.7437e-03, 6.9968e-03, -3.0601e-03, 1.0346e-03,\n", + " 4.5120e-03, 2.7615e-03, 2.1603e-03, -5.5222e-03, -1.5045e-03,\n", + " 1.3022e-03, 4.8249e-04, 7.6787e-03, 8.3439e-03, 1.7449e-02,\n", + " 3.6641e-03, 1.0621e-02, -3.2017e-04, -1.6804e-02, 3.7556e-03,\n", + " -7.2239e-03, -1.0578e-03, -4.3119e-03, -3.1064e-03, -7.6858e-04,\n", + " -5.9364e-03, -1.0919e-03, 7.2899e-03, -4.9052e-03, 3.9435e-04,\n", + " 1.2732e-03, -5.2913e-04, 2.2326e-03, -1.5453e-03, 1.9741e-03,\n", + " -1.7384e-03, 1.1379e-03, 3.0965e-04, -2.0151e-03, -5.8845e-04,\n", + " -1.5755e-03, 2.5120e-04, 8.7102e-04, -9.9919e-04, 3.6701e-03,\n", + " -4.1290e-03, 3.8984e-03, -1.0080e-03, 2.3937e-03, 8.2791e-04,\n", + " 1.2123e-03, -1.1797e-03, 2.1016e-03, -1.3483e-04, -1.2910e-03,\n", + " 3.5598e-03, -6.0036e-03, -2.2508e-03, 1.6618e-03, -2.9118e-03,\n", + " 3.8518e-03, -1.5198e-03, -4.2278e-03, 4.8391e-03, 5.0760e-03,\n", + " -4.2013e-04, 4.2284e-03, 5.4458e-04, -4.2982e-03, -6.4237e-03,\n", + " 1.7531e-03, -4.8352e-03, -1.0256e-03, 1.3432e-03, 1.8787e-03,\n", + " -4.0918e-04, -1.7179e-04, 1.5203e-03, 1.5837e-03, 1.4185e-03,\n", + " 2.8245e-03, 8.8491e-03, -1.3450e-03, 3.1096e-03, -1.3798e-03,\n", + " 5.0171e-03, 1.6511e-03, 1.8844e-03, 1.0666e-03, 3.2137e-03,\n", + " -3.0409e-03, 4.0987e-03, -8.3556e-03, 5.1788e-03, 1.6350e-03,\n", + " -4.6653e-03, -1.2104e-04, -6.1931e-04, -8.7318e-03, 5.6060e-03,\n", + " 1.4676e-02, -3.2686e-03, -6.6579e-03, -3.3887e-03, 4.6357e-04,\n", + " 1.0879e-04, 7.4173e-03, 6.6998e-03, -4.0557e-03, -3.9812e-03,\n", + " -4.8336e-03, -5.0113e-03, -2.9673e-03, 2.8533e-03, 3.5428e-03,\n", + " -2.9071e-03, 8.8870e-03, 5.4143e-03, 7.7187e-03, -1.6925e-02,\n", + " -5.4556e-03, 4.9550e-03, 3.8407e-03, 1.1161e-02, 4.0367e-03,\n", + " -5.1866e-03, 2.3632e-03, 7.9723e-04, -8.3300e-03, 3.1814e-03,\n", + " -9.8663e-03, 1.3197e-02, -1.5181e-02, -3.7621e-03, 1.0538e-02,\n", + " -1.5667e-03, -1.1125e-02, -1.6771e-03, -2.4388e-03, 1.3722e-02,\n", + " 3.8678e-04, 4.6631e-03, 4.7327e-03, 7.1150e-04, 8.5130e-03,\n", + " -1.0062e-02, 5.6310e-03, 1.7439e-02, -5.6499e-04, 4.7437e-03,\n", + " 3.5271e-03, -5.1131e-03, 6.3873e-03, 2.8899e-03, 7.0020e-03,\n", + " 9.5304e-04, -1.2642e-03, 1.4853e-04, 8.0338e-03, -5.4976e-03,\n", + " 1.3275e-03, -2.0816e-03, 3.7521e-03, -6.4282e-03, -7.7095e-05,\n", + " 1.4837e-03, -7.4556e-03, 1.8242e-03, 1.7926e-03, 1.3763e-03,\n", + " 1.5643e-03, 3.9736e-03, 2.8770e-03, 1.9234e-03, -1.9162e-03,\n", + " -8.3884e-03, -2.8092e-03, -1.5650e-03, -4.2299e-03, -6.9950e-03,\n", + " -3.5442e-03, 1.7444e-03, 4.2121e-03, 5.9991e-03, 7.5150e-03,\n", + " 4.3717e-03, -2.5582e-03, -7.2649e-03, 2.3560e-03, -4.9239e-03,\n", + " -5.5022e-03, -1.5322e-03, -1.2364e-03, 2.2178e-03, 3.7805e-03,\n", + " 7.0755e-05, -6.5835e-03, -1.8899e-03, 3.7957e-03, 5.5061e-04,\n", + " 4.4811e-03, 1.7032e-03, 2.5077e-03, -3.6866e-03, 1.9575e-03,\n", + " 3.5051e-03, -1.2334e-02, 6.9239e-03, 2.1377e-03, -2.8960e-03,\n", + " 4.7898e-03, -3.7488e-04, -4.4222e-03, 8.0189e-03, 1.0461e-02,\n", + " -2.7500e-03, 2.4338e-03, 5.2754e-03, 7.9124e-04, 8.6495e-04,\n", + " -1.3883e-03, 1.5109e-03, -1.1201e-03, -2.5018e-03, 1.6035e-03,\n", + " -6.3721e-03, -5.2780e-03, -4.2074e-03, 9.5221e-03, -1.5821e-03,\n", + " 1.8247e-03, -3.1186e-04, 1.8592e-03, -6.6850e-03, 1.0136e-02,\n", + " -1.4705e-03, -1.0562e-03, 5.1372e-03, -1.1454e-02, 4.3290e-03,\n", + " 7.6974e-03, -2.4303e-03, -3.1726e-03, 5.6935e-04, 1.1644e-02,\n", + " -7.9033e-03, 2.5400e-03, 4.4907e-03, -4.5448e-03, -2.5367e-03,\n", + " 7.1977e-03, -7.6985e-04, 4.0805e-03, 8.8287e-04, 6.9978e-03,\n", + " 2.7244e-03, -1.9131e-03, 2.5923e-03, -9.0125e-03, -1.1627e-03,\n", + " 1.9536e-03, 3.6256e-03, 6.6597e-03, -1.8853e-03, 3.8410e-03,\n", + " 6.0683e-04, 2.3419e-03, -1.3782e-03, -4.3739e-03, -1.7415e-03,\n", + " -1.2571e-02, -1.4763e-02, 3.1011e-03, -7.7736e-03, 5.7606e-03,\n", + " 1.5796e-03, -5.8167e-03, -3.2299e-03, 2.6257e-03, -7.5987e-05,\n", + " 1.0235e-03, 3.4111e-03, 5.0100e-03, 5.0104e-03, 9.0975e-04,\n", + " 9.6746e-03, -2.3490e-03, -1.2679e-03, 2.7144e-03, 9.4060e-04,\n", + " 3.0800e-03, 7.5182e-03, -6.5045e-03, -6.2245e-03, -2.8610e-04,\n", + " -4.4826e-03, -1.0376e-03, -1.8961e-03, -2.5516e-03, 4.9342e-06,\n", + " 9.1479e-04, 4.5927e-03, 3.2982e-04, -5.2831e-03, 4.9621e-03,\n", + " -7.9132e-04, -1.9453e-03, -5.6713e-04, 6.5796e-03, -3.5089e-03,\n", + " -3.7270e-03, -5.0078e-03, 1.2634e-03, -5.1079e-03, 2.2059e-04,\n", + " 9.7555e-03, 6.4510e-03, -3.2019e-03, -3.8870e-04, 5.6135e-03,\n", + " -5.4466e-03, -1.6651e-03, -4.5258e-03, 1.5814e-03, 6.9168e-03,\n", + " -4.1152e-03, 2.6583e-05, 2.0318e-03, 6.9493e-03, 4.1424e-03,\n", + " -1.5015e-03, -4.9303e-03, 7.8861e-03, -9.1158e-03, -7.7443e-03,\n", + " -2.2619e-03, -3.8282e-04, -2.2254e-03, 1.2344e-02, -1.3088e-03,\n", + " 4.5405e-03, 2.0724e-03, 5.9144e-03, -1.1933e-03, 1.6109e-03,\n", + " -5.4291e-03, 6.3921e-03, -1.9903e-03, 2.9528e-03, -4.5357e-03,\n", + " 2.2670e-03, 1.5063e-03, -1.7516e-02, 3.1691e-03, 2.2603e-03,\n", + " 1.0935e-03, -5.4164e-03, -6.3192e-03, 3.0702e-03, -3.0687e-03,\n", + " -4.4413e-03, -1.2237e-03, 1.5021e-03, 3.5066e-04, 4.6169e-03,\n", + " 8.0363e-04, -9.7480e-03, 2.7730e-03, -7.2887e-03, -5.2745e-04,\n", + " 5.1151e-03, -3.6367e-03, -1.1576e-03, 1.1861e-02, -1.2402e-03,\n", + " -3.2083e-03, 4.3196e-03, -9.6174e-03, 1.4391e-03, -3.5363e-03,\n", + " 4.4195e-03, 5.0826e-03, 3.8302e-03, 5.1996e-03, -7.3439e-03,\n", + " 3.9033e-04, 6.1386e-03, 7.5296e-03, -5.1867e-03, 9.0231e-04,\n", + " 4.7027e-03, -5.2164e-03, 1.4633e-04, -5.6336e-04, 5.6730e-04,\n", + " -1.5173e-02, -9.2643e-03, 7.0890e-03, 2.0127e-03, -1.0959e-03,\n", + " 6.7031e-03, 9.3646e-04, -1.5422e-03, 8.2312e-04, -2.0135e-03,\n", + " 6.3998e-03, -9.0399e-04, -1.6684e-04, 2.4039e-03, -2.7191e-03,\n", + " -2.7867e-03, 1.0420e-02, 4.4199e-03, -4.1940e-03, -1.5112e-03,\n", + " -1.1460e-02, -5.5135e-03, -1.7515e-02, -5.5335e-03, 2.5966e-03,\n", + " 1.4162e-03, 3.1905e-03, 3.8289e-03, -4.4273e-03, 4.1189e-04,\n", + " 5.5113e-03, 1.6935e-03, -2.7662e-03, -1.0463e-02, -7.5923e-04,\n", + " 1.2866e-03, -6.3500e-04, 9.3782e-03, -3.9957e-03, -3.3151e-03,\n", + " 2.6598e-03, 7.4693e-04, -1.1556e-03, 1.3795e-04, 5.3328e-03,\n", + " 5.1823e-03, 6.5419e-03, -1.1447e-03, 1.5949e-03, -1.3943e-03,\n", + " 6.2503e-03, 2.0665e-03, 3.8220e-03, -6.9571e-04, -3.8713e-03,\n", + " 4.3399e-04, 1.6794e-03, 4.5102e-03, 3.9795e-03, -4.5057e-03,\n", + " -2.9058e-03, -7.1645e-03, -1.5841e-02, -4.5424e-03, 8.5148e-03,\n", + " -2.8374e-03, 3.1385e-03, -3.2136e-03, -7.6192e-04, 4.1370e-03,\n", + " -3.8638e-03, -5.0032e-03, -3.1116e-03, -7.2104e-03, -3.4872e-03,\n", + " -2.3378e-03, 4.8370e-03, 6.0923e-04, -4.0385e-03, 2.2442e-03,\n", + " 6.5937e-03, -4.8609e-03, -3.7071e-03, -4.0136e-03, -1.5169e-03,\n", + " -3.6751e-03, 3.2689e-03, -1.2338e-03, 2.7481e-03, 5.5167e-03,\n", + " 1.2341e-02, 1.3639e-03, -2.3170e-03, 9.8503e-04, 6.0862e-04,\n", + " -1.1883e-03, 5.6105e-03, 1.0205e-02, 5.0153e-03, -5.1981e-03,\n", + " 3.5623e-03, -6.9581e-03, 6.8070e-03, 1.1007e-03, 1.7706e-03,\n", + " -3.2365e-03, 4.8982e-04, 2.1266e-03, -9.2049e-04, 2.0694e-03,\n", + " -6.5362e-03, -7.6771e-04, 3.4172e-03, 4.5651e-03, 5.1849e-03,\n", + " 4.1007e-03, 9.4081e-03, -5.8673e-03, 3.1680e-03, -5.5596e-03,\n", + " -4.8280e-03, -2.2440e-03, 4.2814e-03, 9.2863e-03, 8.8307e-03,\n", + " -9.2057e-03, 3.3928e-03, 5.7483e-03, -1.1632e-03, 2.3526e-03,\n", + " 1.8270e-04, -4.7160e-03, -6.0624e-03, 5.0146e-03, -1.5548e-03,\n", + " -4.6148e-03, 3.6121e-03, 7.3064e-04, -5.5763e-03, -1.3039e-03,\n", + " 1.3155e-02, -3.4683e-03, -3.9503e-04], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1269e-02, -2.7040e-02, 3.0153e-02, 2.3321e-02, -4.2335e-02,\n", + " 2.9086e-02, 1.2355e-02, -7.0433e-03, 2.0288e-02, 2.2884e-02,\n", + " 1.1782e-02, -1.2715e-02, 2.7778e-02, -2.0415e-02, 1.8526e-03,\n", + " 1.8786e-02, 4.1901e-02, -8.4095e-03, -9.5049e-03, -1.0274e-02,\n", + " 3.0213e-02, -3.3455e-04, -2.9379e-03, -2.2644e-02, -8.5300e-03,\n", + " -1.5973e-02, 1.5740e-02, -1.2385e-02, -9.6552e-03, 1.5497e-02,\n", + " 2.4589e-02, 1.1215e-02, -9.7647e-03, -2.1940e-02, -3.9416e-02,\n", + " 1.1740e-02, 4.3960e-02, -1.4268e-03, -4.6165e-02, -3.5313e-02,\n", + " 4.8251e-04, 6.1630e-02, 2.9175e-02, 4.3158e-02, 1.7704e-02,\n", + " 7.2018e-03, 4.1767e-02, -1.5502e-03, -7.1314e-03, -2.1377e-02,\n", + " -5.0508e-02, 4.8218e-02, 1.3898e-02, 3.0475e-02, 1.2278e-02,\n", + " -8.1240e-03, 2.5670e-02, -1.0707e-02, -2.6698e-02, -9.0723e-05,\n", + " -2.6503e-02, 3.7467e-02, -2.3588e-02, -1.6030e-02, -1.2463e-02,\n", + " 5.7673e-04, 1.4985e-02, 2.3971e-04, 8.2853e-03, 2.4101e-02,\n", + " 1.2962e-02, -2.9672e-03, -5.0275e-04, 2.4170e-02, -3.9960e-03,\n", + " 1.4010e-02, -1.0916e-02, -5.4030e-03, 2.6679e-02, 4.8858e-04,\n", + " -6.8255e-03, 1.0784e-02, 1.2666e-02, 2.7596e-02, 7.5943e-03,\n", + " -7.9831e-03, -8.3640e-03, 9.1546e-03, -1.4336e-03, -5.8934e-03,\n", + " -2.3446e-02, 1.6285e-02, 1.4235e-02, -4.1210e-02, -1.5122e-04,\n", + " 6.5047e-03, 2.4906e-02, -9.0286e-03, -1.0007e-02, 1.7398e-02,\n", + " 1.2986e-02, 1.9264e-02, -8.5582e-03, 9.1006e-03, 7.6375e-02,\n", + " -1.9018e-02, 6.2529e-03, 1.3893e-02, -3.4002e-03, 1.3697e-02,\n", + " 1.0162e-04, -2.2656e-02, 3.6666e-03, 5.7546e-03, -2.6349e-03,\n", + " 4.5438e-03, 2.1614e-02, 5.5860e-03, 2.3648e-02, 1.0183e-03,\n", + " -9.8158e-05, 2.2514e-02, 1.3062e-02, 6.3080e-03, 1.1503e-02,\n", + " 2.2581e-02, 5.2861e-03, -7.5956e-03, 3.4481e-02, 2.1381e-02,\n", + " -1.3788e-02, 5.4105e-03, 2.1244e-02, 1.0700e-02, -5.7659e-03,\n", + " -7.8971e-03, 1.4735e-02, -2.8675e-02, 1.0344e-02, 9.0829e-03,\n", + " 6.3131e-02, -5.8931e-03, -6.4720e-04, -1.7727e-02, -4.4949e-03,\n", + " 6.1541e-03, -2.5836e-02, -1.8705e-02, -9.2194e-03, 2.0183e-02,\n", + " 1.8740e-02, -2.0088e-02, -3.1777e-02, 3.6821e-02, -5.2379e-04,\n", + " -5.3287e-03, 4.5745e-03, -8.1471e-03, -5.6215e-04, 1.7123e-03,\n", + " 3.3553e-02, -1.7471e-02, -2.7115e-02, -1.5678e-02, -4.2551e-02,\n", + " 2.4934e-02, -1.2397e-02, 8.0878e-03, -7.1497e-02, 2.4405e-03,\n", + " 2.3268e-02, -6.7606e-03, -2.3538e-02, 8.2962e-03, -6.7292e-03,\n", + " -6.6678e-03, -3.5869e-02, -1.7362e-02, 1.5040e-02, -1.1585e-02,\n", + " -2.6324e-02, 4.5166e-03, 3.5101e-03, 2.3547e-03, -5.7963e-03,\n", + " 3.9096e-03, -1.7645e-02, 2.2209e-02, 3.8947e-02, -7.6692e-03,\n", + " 7.7851e-03, 8.1256e-03, -2.4145e-03, -5.7546e-03, 3.3421e-02,\n", + " 5.0017e-03, -7.7999e-03, 1.0359e-03, 6.0419e-03, -4.5837e-02,\n", + " -1.4671e-02, -6.0709e-02, 1.3552e-02, -1.6258e-02, -4.7273e-02,\n", + " 1.7456e-02, -2.1232e-02, -5.8964e-03, -1.4567e-02, 5.0111e-02,\n", + " 4.0024e-02, -2.2651e-02, -8.7771e-03, 3.6905e-02, -7.3049e-02,\n", + " 3.2147e-02, 3.2912e-02, -6.0679e-03, -4.3033e-03, 5.3641e-02,\n", + " 7.3067e-03, -8.8653e-03, -2.9240e-02, -4.4541e-02, -3.8843e-02,\n", + " -9.7124e-03, 3.5809e-05, 5.4260e-02, -1.4287e-02, -5.9472e-02,\n", + " 3.9289e-03, -1.1252e-03, -2.3688e-02, -6.2398e-03, 4.5551e-02,\n", + " 1.0765e-01, 3.8682e-03, -4.0624e-02, -5.0065e-02, -1.3631e-02,\n", + " -7.4384e-03, -1.2019e-02, 3.3659e-02, -1.0560e-02, 1.1104e-02,\n", + " -9.1532e-03, -5.1473e-02, 3.2289e-03, 1.3992e-02, -2.5476e-02,\n", + " 1.0107e-01, -6.4574e-03, 2.7527e-02, -8.7453e-03, -4.2302e-06,\n", + " 3.7086e-02, 2.5532e-03, -3.4455e-03, -6.4226e-03, 7.6763e-03,\n", + " 2.2964e-03, -3.2655e-03, 1.7130e-03, -8.4462e-03, -2.1232e-02,\n", + " -1.8072e-02, 1.5473e-03, 6.6377e-04, 1.4186e-02, -1.6419e-02,\n", + " 6.4017e-03, -8.1978e-03, 2.1249e-03, -9.2554e-03, -6.2428e-03,\n", + " 7.6330e-03, -1.0976e-02, -1.7716e-02, -1.1964e-02, -2.8790e-03,\n", + " -3.6074e-03, -2.4680e-03, -6.8153e-03, -7.0752e-03, -9.4087e-03,\n", + " -2.3306e-02, -3.2820e-03, -9.2191e-03, 2.3732e-02, -1.7620e-02,\n", + " -2.3392e-02, -8.5070e-03, 7.9048e-03, 6.9828e-03, -7.4814e-03,\n", + " -3.4292e-02, 4.7143e-03, 8.7072e-05, 4.0919e-03, -2.0623e-03,\n", + " -8.9374e-03, 1.5922e-02, -5.0890e-03, 2.7854e-02, -1.4100e-02,\n", + " 1.1734e-02, -2.8587e-03, -5.2553e-03, 3.7292e-03, -7.7512e-03,\n", + " -1.9324e-03, 1.9278e-02, -1.8537e-02, 2.2459e-02, -1.5999e-02,\n", + " -1.3550e-02, -1.1935e-02, 6.9056e-03, -1.2448e-02, -8.3693e-03,\n", + " -2.5595e-02, -5.3685e-02, -1.8367e-02, 3.8010e-03, -7.0168e-03,\n", + " 6.1324e-02, 9.6782e-03, -6.7239e-03, -6.7554e-03, -1.2345e-02,\n", + " 1.5546e-02, 1.3633e-02, 4.7315e-02, -3.4010e-02, -1.3240e-02,\n", + " -5.3895e-02, -3.8646e-03, -1.1686e-02, -3.5800e-02, -5.1950e-02,\n", + " -8.5364e-04, -5.0416e-02, 1.5779e-02, -1.8859e-02, 2.4494e-02,\n", + " 6.9434e-03, -1.9680e-02, 1.9687e-02, 2.3761e-02, -3.6734e-02,\n", + " -1.4102e-03, -2.4462e-02, -5.1120e-02, 1.3921e-02, 2.3409e-02,\n", + " -2.5718e-02, 4.8483e-02, -6.8908e-03, -3.5083e-02, 8.0923e-03,\n", + " -9.1273e-03, -6.5632e-02, 9.7057e-03, 1.3430e-02, -4.4067e-02,\n", + " -1.2853e-02, 1.3470e-02, -3.7278e-02, -1.4309e-03, -6.1389e-03,\n", + " -3.6898e-03, 3.4666e-02, 2.6990e-02, -8.6831e-04, 2.6026e-02,\n", + " 1.1114e-02, 2.8300e-02, 1.3321e-02, 2.6595e-02, 2.4784e-02,\n", + " 5.6744e-03, 1.4946e-02, -1.7038e-02, 2.9006e-02, -1.2450e-02,\n", + " -4.5618e-03, 2.2332e-03, 8.6830e-04, 1.9175e-02, 1.6112e-02,\n", + " 3.3678e-03, 1.5174e-02, 2.1335e-02, -6.2105e-03, 3.0307e-03,\n", + " -7.0270e-03, -1.8544e-03, 1.3008e-02, -1.1024e-02, 6.1498e-03,\n", + " -3.2726e-03, 6.3953e-03, 1.6015e-03, 1.4402e-03, -1.0108e-02,\n", + " -1.4031e-02, 1.0632e-02, 2.3704e-02, 1.2077e-02, -2.1102e-03,\n", + " 2.3220e-03, 3.7632e-03, 8.2382e-04, 1.7001e-03, -1.1502e-02,\n", + " 6.4154e-03, -6.2139e-03, 1.6471e-02, -4.9992e-03, 2.2138e-02,\n", + " 2.6781e-02, -2.6578e-02, 7.9821e-03, 1.8672e-02, 2.1402e-02,\n", + " 6.0380e-05, -1.1779e-02, 4.4477e-03, 8.4907e-03, 2.1714e-03,\n", + " 4.2008e-03, -2.9262e-02, 2.3466e-02, -4.8315e-04, -1.2450e-02,\n", + " 1.9803e-02, 2.8879e-03, 6.7569e-03, -2.7421e-02, -4.3089e-03,\n", + " 2.6582e-02, -1.1682e-02, -1.6020e-02, 3.3265e-03, -5.4362e-03,\n", + " -5.5526e-03, 9.7108e-03, 1.0928e-02, 1.8526e-02, -8.0684e-03,\n", + " 2.5441e-02, -3.2689e-02, 2.1046e-02, 3.0337e-02, 4.2958e-02,\n", + " -3.2216e-03, -1.5172e-02, -2.1860e-02, 1.3968e-02, -1.4267e-02,\n", + " 2.9220e-02, 9.7512e-03, -2.7261e-02, 2.5770e-03, -8.0345e-02,\n", + " -2.0675e-03, -2.2402e-02, 6.4679e-03, 9.1052e-04, -2.5703e-02,\n", + " -9.2878e-03, 9.6714e-03, -1.8131e-02, 1.2905e-02, 2.4126e-03,\n", + " -2.3756e-02, -1.1871e-02, -3.4254e-02, 1.8821e-02, 4.7715e-02,\n", + " -4.9960e-02, 2.0078e-02, 9.0705e-03, 2.3935e-02, -1.2468e-02,\n", + " 3.5370e-02, -4.6494e-02, -4.6713e-02, -4.7612e-02, -2.6421e-02,\n", + " -1.2863e-02, 2.5235e-02, 1.7518e-02, -8.3164e-03, -6.5830e-02,\n", + " 3.1858e-02, 2.7511e-02, 1.8213e-02, -2.0079e-02, -4.0030e-02,\n", + " -5.6070e-03, -2.8316e-02, -1.7036e-02, -1.3842e-02, 3.7931e-03,\n", + " 2.5490e-02, -3.7644e-03, 3.9502e-02, 2.2922e-02, 2.0587e-02,\n", + " 1.2621e-02, 3.1795e-03, 1.3302e-02, -2.5975e-02, 2.9419e-02,\n", + " -1.5400e-02, 3.4135e-02, 1.7134e-02, -7.8334e-03, -2.9534e-02,\n", + " 2.5242e-03, 9.2631e-03, 1.4264e-02, -4.7406e-03, 2.1376e-02,\n", + " -3.8581e-02, -2.9721e-03, 2.6988e-03, 2.6071e-03, -1.5748e-02,\n", + " 3.6450e-04, 6.8576e-02, -5.3624e-03, -1.6318e-02, -2.5555e-02,\n", + " 2.8971e-02, -1.4630e-02, -1.2967e-02, -8.6081e-03, 2.9818e-02,\n", + " 3.5871e-03, 2.0471e-02, -2.2263e-05, -1.9428e-02, 1.0376e-02,\n", + " 8.2923e-03, -7.9560e-03, -1.5958e-03, -3.6186e-02, 1.9849e-02,\n", + " 1.5669e-02, 8.4078e-03, -6.1640e-03, 1.0373e-02, 8.4303e-03,\n", + " 4.0103e-02, 1.5022e-02, 4.5395e-03, 2.6704e-02, 2.7211e-03,\n", + " 8.0971e-03, 7.1147e-03, 2.7826e-02, 2.9298e-02, 1.0531e-02,\n", + " -8.0039e-03, 9.1778e-03, -2.4684e-03, -1.1000e-02, -1.9649e-02,\n", + " -1.6989e-02, 1.3307e-02, 1.1445e-02, 3.5171e-02, 2.4758e-02,\n", + " -1.9806e-02, 4.4334e-04, -1.3251e-02, 2.5187e-03, 2.4601e-02,\n", + " 3.7509e-02, 8.1402e-03, 1.6786e-02, 1.7466e-02, 1.8976e-03,\n", + " -1.1040e-02, -1.0911e-02, 9.7750e-03, -2.4302e-03, -2.2849e-02,\n", + " -1.1699e-02, 1.2158e-02, 3.1887e-02, -5.2646e-02, 3.6514e-03,\n", + " 1.3063e-04, -4.6793e-03, -2.0487e-02, -1.7724e-02, -1.4063e-02,\n", + " 1.1866e-02, -1.1185e-02, 6.3835e-04, 3.1928e-02, -3.1207e-02,\n", + " -6.7448e-02, 4.7318e-04, -3.0125e-02, -1.3063e-02, -1.7646e-02,\n", + " -1.1105e-02, 1.5752e-02, -5.5687e-03, 7.6593e-04, -1.3607e-02,\n", + " 2.2893e-02, -1.5510e-02, -2.4473e-02, -7.8686e-03, 1.2606e-02,\n", + " -1.8297e-02, 4.0224e-03, -8.7672e-03, -1.2158e-02, -2.5856e-02,\n", + " -1.3388e-02, -1.7375e-02, 1.4868e-03, 1.5093e-02, 2.2414e-02,\n", + " 1.8286e-02, -3.1059e-02, 1.4367e-02, -1.4724e-02, -4.8618e-02,\n", + " -2.4308e-03, -1.5288e-02, -2.0273e-03, 1.7213e-02, 4.2463e-04,\n", + " -1.3135e-02, -1.5690e-02, 8.9493e-04, -2.9570e-02, -6.3602e-03,\n", + " -2.9619e-03, -1.8017e-02, 1.0432e-02, 2.2117e-03, 1.1804e-02,\n", + " -1.1396e-02, 5.8615e-03, -1.1169e-02, -1.4670e-02, -2.0304e-02,\n", + " 2.8487e-02, 2.5248e-02, 4.3964e-03, -1.0290e-02, -6.4478e-03,\n", + " -8.9654e-03, -2.0071e-02, 1.3265e-02, 7.2517e-03, -9.7328e-03,\n", + " -3.8901e-03, 3.0194e-02, -3.3143e-02, -8.0115e-03, -3.5733e-04,\n", + " -1.4295e-02, 1.1689e-02, -1.5909e-02, 1.5747e-02, 9.6311e-03,\n", + " -1.0131e-02, 1.0824e-02, -2.3696e-02, -2.4099e-02, 8.5759e-03,\n", + " 1.6218e-02, 5.0054e-03, 4.6833e-03, 1.7970e-02, 1.9784e-02,\n", + " 1.0283e-02, -1.1613e-02, -9.7666e-03, -2.1307e-02, 2.0828e-03,\n", + " -1.4791e-02, -2.0211e-02, 6.5711e-03, -5.7725e-03, 2.6860e-02,\n", + " 1.0747e-02, -2.9811e-02, -1.5119e-02, -6.5205e-03, 1.7288e-02,\n", + " -3.3931e-02, -2.8821e-02, 4.5775e-02, -5.0926e-03, -3.6719e-03,\n", + " 9.6896e-03, 2.5091e-02, -4.4059e-02, 1.0761e-02, 1.7615e-03,\n", + " 2.8702e-02, -1.3033e-02, -7.3252e-02, 7.7310e-02, 8.2736e-03,\n", + " 1.6724e-01, -4.1113e-02, -2.0197e-02, 1.3014e-02, 7.3114e-02,\n", + " 3.4703e-02, 5.2884e-02, 1.4153e-01, -2.4655e-02, 1.0899e-02,\n", + " -3.7674e-03, -1.6336e-02, -5.1614e-04, -4.4684e-02, 7.8346e-04,\n", + " 4.3247e-03, -3.1676e-02, -2.6619e-02, -9.7459e-02, 5.8674e-03,\n", + " -1.2050e-02, 2.6131e-02, -1.8069e-02, 5.8896e-03, -6.8395e-02,\n", + " 2.0097e-02, 8.7122e-02, 5.6944e-02, 7.1121e-04, 1.0259e-02,\n", + " 6.1486e-02, -8.0885e-02, -1.6891e-02, -1.0637e-01, -3.6095e-02,\n", + " -9.1236e-02, -1.5631e-02, -6.3576e-02, 9.2614e-02, 1.3782e-02,\n", + " -1.5994e-01, 1.1498e-02, -1.9741e-02, 1.2342e-02, 4.5361e-02,\n", + " -4.7461e-02, 2.5383e-02, 9.4318e-03, -8.8552e-02, 4.6658e-02,\n", + " -4.3889e-02, -5.0182e-02, 5.9938e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.0545e-02, 4.7978e-03, -2.7295e-02, -3.2521e-02, -5.2573e-03,\n", + " 5.2566e-02, -3.8502e-02, -3.1586e-02, -3.5277e-02, 2.3004e-02,\n", + " -8.2838e-03, -5.0878e-02, 5.9448e-02, -6.0400e-02, -1.5052e-02,\n", + " 5.7613e-02, 4.4871e-03, 3.7592e-02, 3.7367e-03, -3.7022e-02,\n", + " -1.0768e-01, -3.0301e-03, -4.8511e-02, -1.2609e-02, 3.6692e-02,\n", + " -2.9703e-02, -1.9677e-02, 2.0331e-02, 4.6378e-02, 2.6389e-02,\n", + " 2.4221e-02, -3.8608e-02, -1.7137e-02, -1.6338e-02, 7.7739e-03,\n", + " 3.6933e-02, 5.2195e-02, -3.0370e-02, 3.8620e-02, -7.3954e-03,\n", + " -2.4361e-02, 1.8724e-02, 2.5738e-02, -5.8383e-02, 9.2441e-03,\n", + " -1.6001e-03, -8.7727e-03, -7.0511e-03, -2.4721e-02, -2.4487e-02,\n", + " 6.2027e-02, -5.0800e-03, -3.5015e-02, 4.5620e-02, 6.4375e-02,\n", + " -1.5472e-02, -3.7977e-02, -6.9944e-03, -2.5947e-02, -6.1504e-02,\n", + " -1.6434e-02, -1.9615e-02, 3.1982e-02, 6.0094e-02, -6.7309e-02,\n", + " -3.0414e-02, -6.6629e-03, -1.1763e-02, -4.8531e-02, 1.5318e-02,\n", + " 3.4159e-02, -9.9455e-03, 9.6908e-02, 8.6409e-03, -3.9451e-02,\n", + " 2.4550e-02, 4.8075e-02, -1.0727e-01, -1.5343e-02, -1.0273e-01,\n", + " 4.6355e-03, 1.9601e-02, -4.9829e-02, -2.1895e-02, -2.8171e-02,\n", + " -2.9525e-02, 3.7370e-02, -8.2272e-02, -1.7820e-02, -2.4711e-02,\n", + " 1.7412e-02, 1.6483e-03, -6.1652e-02, 7.0492e-02, 1.8485e-02,\n", + " -7.4860e-04, 3.6639e-02, 1.6852e-02, 3.9453e-02, 3.2269e-02,\n", + " -3.2521e-02, -4.6370e-02, -1.0145e-02, 2.9429e-02, -4.0430e-02,\n", + " -6.2814e-04, -8.1575e-03, -5.9927e-03, -1.3778e-02, 5.7208e-04,\n", + " -5.5548e-02, -1.2231e-02, 3.7104e-02, 4.3259e-02, 2.2152e-02,\n", + " -2.6729e-02, 4.5330e-03, -1.0323e-03, 3.3356e-02, -2.3574e-02,\n", + " -4.4831e-02, 1.1971e-01, 2.4304e-02, -2.7408e-02, 2.5305e-02,\n", + " 3.6108e-02, 1.3840e-02, -3.6126e-02, 6.0001e-02, 6.8056e-02,\n", + " 1.6518e-02, -6.1754e-02, -6.9701e-02, -2.1165e-02, -2.3549e-03,\n", + " 1.3998e-02, 1.2351e-02, -2.5803e-02, 1.7593e-02, -4.9886e-02,\n", + " -2.3917e-03, -9.2823e-03, -2.9261e-02, 3.7538e-02, -2.4985e-02,\n", + " 6.6247e-02, -8.4827e-03, 4.1660e-02, 2.9886e-02, -6.4668e-02,\n", + " -2.8958e-02, 1.2118e-02, 1.1470e-01, -1.2803e-02, -6.5729e-03,\n", + " 3.4164e-02, -1.1297e-02, -5.5700e-02, -1.2479e-02, -6.6576e-02,\n", + " -5.0504e-03, -1.2770e-02, 6.5303e-02, 4.7508e-03, -2.4087e-02,\n", + " -3.8787e-02, -2.4123e-02, -8.9222e-03, 1.6369e-01, 1.2695e-02,\n", + " 9.5606e-03, -3.2574e-02, -3.6814e-02, -3.0272e-02, -2.5614e-02,\n", + " -3.1089e-02, 5.3816e-03, -2.6807e-03, 3.5070e-02, -2.4757e-02,\n", + " -2.6234e-02, 6.5735e-03, 3.0630e-03, 1.9667e-03, -4.1677e-02,\n", + " 3.2218e-02, -1.7885e-02, -3.9910e-02, -2.1727e-02, -2.8882e-02,\n", + " -5.1838e-04, 4.0795e-02, -4.5371e-02, -4.4967e-02, -2.4148e-02,\n", + " -2.1794e-02, -2.2433e-03, -3.0421e-02, -4.0601e-02, 3.2145e-02,\n", + " 2.1909e-02, -4.1146e-02, -3.0092e-02, -2.1882e-02, 1.9802e-02,\n", + " -2.3035e-02, -2.4836e-02, 2.1900e-03, -3.7249e-02, -2.3685e-03,\n", + " -5.2155e-03, 4.8667e-02, -3.6520e-02, -6.5834e-02, -1.2539e-02,\n", + " 4.8325e-02, 2.1462e-03, 3.3093e-02, -9.1668e-02, 6.2019e-02,\n", + " 1.9001e-03, -9.3807e-03, -8.6625e-03, 1.5933e-02, -1.4685e-02,\n", + " -9.6655e-02, -4.6540e-02, 1.3542e-02, -1.7403e-02, -8.5929e-03,\n", + " -4.4783e-02, -3.3132e-02, -4.7259e-02, -6.5732e-03, 1.5892e-02,\n", + " 8.3165e-03, -2.0910e-02, 3.5713e-02, 3.6037e-03, 5.3140e-02,\n", + " -5.5248e-02, -9.8360e-03, 5.6889e-02, 3.2236e-02, -5.3679e-02,\n", + " 6.5537e-02, -8.2064e-03, 2.7997e-03, 7.7579e-02, 1.2926e-01,\n", + " 1.9332e-02, -3.6945e-02, -5.7040e-03, 7.1984e-03, -4.6747e-02,\n", + " -2.6544e-02, 3.2384e-02, -7.8395e-03, 2.9248e-02, 1.8184e-02,\n", + " 1.8953e-02, 4.4860e-02, -1.1329e-02, 8.9244e-03, -7.2899e-02,\n", + " 2.6366e-02, -1.4107e-02, 7.5262e-04, 1.7912e-03, 5.1435e-03,\n", + " -4.1210e-02, 2.1340e-02, 1.8288e-02, -1.2019e-02, 3.0091e-02,\n", + " -6.7398e-02, 1.5532e-02, 3.1889e-02, 4.3751e-02, 2.8697e-02,\n", + " -9.0163e-03, -1.6610e-02, -2.0628e-02, 6.1373e-02, 2.6248e-02,\n", + " -1.1497e-02, 1.0323e-02, -1.6709e-02, -5.3515e-03, 2.0019e-02,\n", + " -6.3542e-03, -6.4686e-03, 4.4472e-02, 1.6952e-02, 2.5686e-02,\n", + " -5.9178e-02, -1.1134e-01, 2.3145e-03, -4.4655e-03, -4.6793e-02,\n", + " 3.3287e-03, 2.3174e-02, 2.4717e-02, 1.5951e-02, -9.2907e-02,\n", + " 5.2353e-04, 4.8828e-02, 6.6647e-03, 5.2054e-01, -2.7165e-02,\n", + " 2.6360e-02, -6.7427e-02, -3.1677e-02, -5.0289e-02, 1.3129e-02,\n", + " 2.3583e-02, -2.2693e-02, -6.1367e-03, 1.0771e-02, -1.4322e-01,\n", + " 2.9806e-02, -1.8141e-03, -2.5516e-02, 5.8928e-02, -2.4718e-02,\n", + " -3.6401e-02, -5.5888e-02, 1.1325e-02, -2.4639e-02, -6.9373e-03,\n", + " 2.6251e-02, -3.0943e-02, 1.9776e-04, -3.4886e-02, 2.3552e-02,\n", + " -4.3215e-02, 1.4054e-02, 3.4559e-02, -1.8327e-02, -9.9021e-03,\n", + " 4.9919e-02, -3.2636e-02, -8.8403e-02, 8.0147e-04, -2.5731e-04,\n", + " -7.6172e-02, -1.7575e-02, -1.4068e-02, -7.1263e-03, -1.7968e-02,\n", + " 5.0058e-03, -5.3905e-02, 3.6398e-02, -6.5471e-02, 2.5008e-02,\n", + " -3.9219e-02, 3.2282e-02, -5.5292e-03, -3.7881e-02, -3.6361e-02,\n", + " -3.2902e-02, -2.6043e-02, 8.0162e-03, -3.9533e-02, -1.7351e-02,\n", + " 9.4107e-03, -3.7312e-02, -3.5838e-02, -1.9665e-02, 4.9409e-02,\n", + " 2.7503e-02, -3.2646e-05, 7.7443e-05, -4.1585e-02, -1.3435e-02,\n", + " 1.9174e-02, -2.6785e-02, 4.6721e-02, 9.6412e-02, 2.5515e-02,\n", + " 3.9050e-03, 6.0028e-02, -3.2146e-02, 3.4005e-02, -8.1853e-03,\n", + " 4.9062e-02, -3.1212e-02, 4.6732e-03, 1.7882e-02, -1.0275e-02,\n", + " 1.1466e-02, -1.2846e-02, 1.4330e-02, -2.6192e-03, -6.1592e-03,\n", + " -2.3209e-02, -3.8201e-02, 4.7951e-02, -2.0110e-02, -1.0250e-02,\n", + " 1.2660e-02, -3.2873e-02, -6.0660e-04, 3.1933e-02, 3.1184e-02,\n", + " 2.9192e-02, -1.3484e-02, 2.3978e-02, -7.0200e-04, 2.8091e-02,\n", + " 3.8178e-02, -2.9022e-02, 7.8065e-03, -1.1418e-02, 4.0498e-02,\n", + " -6.0992e-02, 2.1202e-02, -8.3428e-03, 9.7816e-03, -9.5477e-02,\n", + " 4.2914e-02, 6.9057e-02, -1.1454e-02, -3.2822e-02, 6.5628e-02,\n", + " -1.2325e-02, -4.8853e-02, 2.9537e-02, -2.4557e-02, -6.4392e-02,\n", + " 3.7171e-02, 2.3292e-02, -6.0527e-03, 4.2346e-03, 5.7087e-05,\n", + " -2.4898e-02, -9.4711e-03, 6.3156e-02, 2.1312e-02, -1.2606e-02,\n", + " 6.9635e-02, -4.3627e-02, 1.6444e-02, -1.2800e-03, 3.4127e-02,\n", + " -2.8918e-02, -2.1365e-02, -4.6883e-02, 4.7325e-02, 7.0282e-02,\n", + " 6.4702e-03, 1.9735e-02, -7.5453e-02, 8.5285e-03, 1.4547e-02,\n", + " 5.5228e-03, 2.6051e-02, -2.0764e-02, 7.4247e-03, 5.3548e-02,\n", + " 1.6936e-02, 9.2042e-02, -2.4240e-02, -1.5285e-02, 2.0107e-03,\n", + " -8.3254e-02, 2.4259e-02, -1.8647e-02, -4.1152e-03, 4.1344e-02,\n", + " -1.5309e-02, -6.5933e-03, 2.2393e-02, 1.4065e-02, 6.8878e-02,\n", + " 2.5533e-02, 4.5312e-02, -4.7273e-02, 1.2195e-02, 3.2822e-02,\n", + " -5.5006e-02, -1.3568e-02, 4.3020e-02, 1.7542e-02, 9.3271e-03,\n", + " 1.6404e-02, -9.5558e-03, -2.5200e-02, 6.2971e-02, -2.0871e-02,\n", + " 1.7090e-02, -1.4036e-02, -8.9654e-02, -3.5722e-02, 8.5351e-03,\n", + " 2.5646e-02, -2.4362e-02, 1.9007e-02, -1.3815e-02, 1.0668e-03,\n", + " 3.0124e-02, -5.0603e-03, -2.2713e-02, -5.0680e-02, 7.2516e-02,\n", + " -1.8459e-02, -4.0495e-02, 1.0702e-02, 3.1914e-02, -1.8881e-02,\n", + " -1.0335e-02, 4.4115e-02, 1.8289e-02, 1.8983e-02, 1.6381e-02,\n", + " -5.6939e-02, 5.8426e-02, 5.1809e-02, 4.5404e-02, -2.0641e-03,\n", + " 1.5015e-02, -2.9557e-02, -4.9422e-04, 2.8226e-02, -3.6501e-02,\n", + " 1.2228e-02, -4.2481e-02, 1.7955e-02, -6.8749e-03, 7.8977e-02,\n", + " 3.3076e-02, 8.4979e-02, 2.0454e-02, -5.9122e-02, -1.6459e-02,\n", + " 2.8076e-03, -2.7427e-02, 1.2942e-02, 4.7500e-02, 1.7271e-02,\n", + " 2.8673e-02, 4.6712e-02, 2.8800e-02, -7.0293e-03, 3.9657e-04,\n", + " 9.8114e-02, 1.5386e-02, 1.8516e-02, 2.5414e-02, -3.0033e-02,\n", + " -2.1314e-02, 4.9773e-02, -1.5158e-02, 4.3223e-03, 2.2862e-02,\n", + " 1.2927e-02, -5.8985e-02, 5.0947e-02, -3.1557e-03, 1.8955e-02,\n", + " 9.9036e-03, 9.9126e-03, 8.4511e-02, 2.7497e-02, -4.3364e-03,\n", + " -1.7975e-02, -2.7957e-03, 2.0454e-02, -5.9713e-02, 1.7225e-02,\n", + " 2.5240e-02, 1.0877e-02, -4.0837e-02, 5.4133e-02, -2.8163e-03,\n", + " -8.9384e-04, 2.4503e-02, 5.0877e-02, -1.8714e-02, 2.5555e-02,\n", + " 4.7746e-02, -3.0656e-04, -4.0121e-02, -3.6812e-02, 3.1613e-02,\n", + " 4.2329e-03, -4.6684e-02, 1.8396e-02, 5.5681e-02, 3.9369e-02,\n", + " -2.1213e-02, 2.4599e-02, -2.6654e-02, 3.5678e-02, -1.3363e-02,\n", + " 3.8359e-02, 1.7496e-02, 1.4322e-03, 1.2788e-02, -3.5350e-02,\n", + " -3.6353e-02, 2.1436e-03, 4.5781e-02, 2.3263e-02, 3.1172e-02,\n", + " -5.1115e-02, -2.4003e-03, 3.6001e-02, -9.5393e-03, 5.0734e-02,\n", + " -2.1554e-03, 4.4774e-02, 1.3463e-02, -4.5734e-02, -7.6865e-04,\n", + " 2.4321e-02, -1.8790e-02, -4.4865e-03, 3.0907e-02, -3.3393e-02,\n", + " -4.8710e-02, 2.9006e-02, 1.2566e-02, 1.6059e-02, -5.5442e-02,\n", + " -6.7229e-03, -3.5930e-02, -5.3691e-02, -3.0899e-02, -4.5118e-03,\n", + " -7.8866e-02, -4.1172e-02, 4.0642e-03, -4.9915e-02, 1.4360e-02,\n", + " -6.5134e-03, 7.0755e-03, 4.5255e-03, -5.3511e-02, 2.5087e-02,\n", + " -3.7791e-03, -3.5014e-02, -1.6613e-03, -2.2256e-02, 1.2742e-03,\n", + " 4.8996e-03, 8.2949e-03, -5.5692e-03, 1.5408e-02, -5.9966e-03,\n", + " 1.7624e-02, -3.1948e-02, -3.4815e-02, -5.5280e-03, 4.5409e-02,\n", + " -2.1773e-02, 4.3899e-02, 4.6112e-03, 2.0937e-02, 6.2719e-02,\n", + " -3.9349e-02, -3.2218e-02, -3.6907e-02, 1.7296e-03, -1.0380e-02,\n", + " 6.2993e-02, -8.7945e-03, 2.3957e-02, -1.8737e-02, 9.6456e-03,\n", + " -3.5061e-02, -9.5344e-03, 3.9935e-02, 1.0943e-02, 1.1535e-02,\n", + " 2.8330e-02, -2.3602e-02, -2.0347e-02, -2.3410e-02, 8.0677e-02,\n", + " -1.2090e-03, -2.3553e-02, -2.5631e-02, 2.4529e-02, 1.3112e-02,\n", + " 8.6738e-02, -3.8369e-02, -1.8177e-02, -1.4794e-02, 3.6931e-02,\n", + " -4.8585e-02, -2.1471e-04, 2.3306e-02, 1.2232e-03, 7.2004e-02,\n", + " -7.8174e-02, 5.2464e-02, -1.3123e-02, 6.1606e-03, -1.3155e-01,\n", + " -1.6209e-02, 2.2067e-03, 1.7419e-02, -2.6653e-02, -3.0199e-02,\n", + " -1.7175e-02, 1.6261e-02, 8.3732e-03, 2.5564e-02, 1.2671e-03,\n", + " 9.9538e-02, -4.3610e-02, 5.2563e-03, -1.2351e-02, 5.2107e-03,\n", + " 1.2784e-02, -4.2900e-02, -5.3548e-03, 1.1851e-02, -2.2185e-02,\n", + " -5.0226e-02, 2.0306e-02, -1.9784e-02, -1.4673e-02, 2.0921e-02,\n", + " -7.6363e-03, 1.4226e-03, 3.5814e-02, 7.3090e-02, 1.3370e-02,\n", + " -3.7753e-02, -2.2728e-02, -1.8867e-02, 3.5160e-03, -3.0682e-02,\n", + " -2.6764e-02, -2.9038e-02, -1.9530e-02, 1.4451e-02, 1.2506e-02,\n", + " 4.9037e-02, -2.4175e-02, -2.4652e-02, 5.5033e-02, 1.3578e-02,\n", + " -9.0138e-02, -2.4899e-02, 9.6034e-03, 7.6498e-03, 1.1697e-02,\n", + " -1.3502e-03, 3.3892e-02, -5.2990e-02, 4.1804e-02, -5.3140e-03,\n", + " -4.6533e-02, 1.1580e-01, 3.4675e-06, 3.9616e-03, -4.7453e-02,\n", + " -2.4585e-02, 2.0169e-02, -1.1674e-02, 4.5088e-03, 2.6029e-02,\n", + " -3.5901e-02, 2.2140e-02, -1.9801e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8850, 0.8693, 0.8115, 0.8027, 0.9486, 0.8652, 0.8871, 0.8831, 0.8698,\n", + " 0.8330, 0.7637, 0.7715, 0.7981, 0.7698, 0.8465, 0.8259, 0.7443, 0.7650,\n", + " 0.9037, 0.9052, 0.9046, 0.8314, 0.8717, 0.8952, 0.7879, 0.9215, 0.8028,\n", + " 0.8889, 0.8073, 0.8258, 0.8728, 0.8039, 0.8982, 0.8946, 0.8787, 0.8603,\n", + " 0.8657, 0.8557, 0.8477, 0.9793, 0.8615, 0.8907, 0.8600, 0.8537, 0.8647,\n", + " 0.8238, 0.9300, 0.8727, 0.8987, 0.8591, 0.8971, 0.8482, 0.9514, 0.7831,\n", + " 0.8310, 0.7822, 0.8346, 0.7853, 0.8591, 0.7893, 0.8725, 0.7595, 0.6700,\n", + " 0.8361, 0.8412, 0.8373, 0.8506, 0.8679, 0.8495, 0.9174, 0.8723, 0.8909,\n", + " 0.8554, 0.7368, 0.8856, 0.7299, 0.8484, 0.6672, 0.7863, 0.8175, 0.8647,\n", + " 0.9012, 0.8948, 0.8305, 0.6795, 0.7734, 0.8164, 0.8255, 0.8551, 0.8857,\n", + " 0.8128, 0.8716, 1.0509, 0.8217, 0.8215, 0.7679, 0.6553, 0.8087, 0.8372,\n", + " 0.8959, 0.8908, 0.9011, 0.8649, 0.8123, 0.7725, 0.6100, 0.8323, 0.8772,\n", + " 0.8364, 0.7842, 0.8545, 0.8459, 0.8148, 0.8938, 0.8601, 0.8321, 0.8438,\n", + " 0.8720, 0.8864, 0.8291, 0.8626, 0.7467, 0.8015, 0.8199, 0.7186, 0.7940,\n", + " 0.8363, 0.7522, 0.8440, 0.8234, 0.8880, 0.7965, 0.6338, 0.8407, 0.8345,\n", + " 0.9007, 0.8326, 0.7257, 0.8713, 0.6898, 0.8897, 0.8920, 0.8826, 0.8902,\n", + " 0.7738, 0.8315, 0.8601, 0.8311, 0.8579, 0.8716, 0.7861, 0.8381, 0.7427,\n", + " 0.8785, 0.8550, 0.8094, 0.8622, 0.8240, 0.8710, 0.6590, 0.8674, 0.8818,\n", + " 0.7780, 0.8800, 0.8280, 0.8809, 0.8636, 0.8070, 0.9013, 0.8536, 0.8453,\n", + " 0.8399, 0.7974, 0.9115, 0.8921, 0.7872, 0.7671, 0.8114, 0.8100, 0.8181,\n", + " 0.8408, 0.8712, 0.8112, 0.8891, 0.8994, 0.8510, 0.9295, 0.8575, 0.8785,\n", + " 0.8344, 0.8653, 0.9411, 0.8991, 0.8101, 0.8538, 0.8691, 0.8841, 0.8246,\n", + " 0.8006, 0.7448, 0.8776, 0.8507, 0.6319, 0.8011, 0.8301, 0.8440, 0.8573,\n", + " 0.8052, 0.8503, 0.8258, 0.7898, 0.8860, 0.8388, 0.8262, 0.8240, 0.5967,\n", + " 0.6569, 0.8931, 0.7032, 0.8325, 0.8609, 0.8861, 0.8461, 0.7736, 0.8651,\n", + " 0.6310, 0.8154, 0.8067, 0.8627, 0.8703, 0.8284, 0.8544, 0.8399, 0.8662,\n", + " 0.8499, 0.8086, 0.8547, 0.7501, 0.8719, 0.7933, 0.8102, 0.8630, 0.8408,\n", + " 0.7605, 0.7987, 0.6680, 0.8077, 0.8030, 0.8082, 0.7938, 0.8124, 0.9389,\n", + " 0.8165, 0.8378, 0.8756, 0.8291, 0.8081, 0.8044, 0.7616, 0.8318, 0.8769,\n", + " 0.8518, 0.8873, 0.8364, 0.7928, 0.7751, 0.8396, 0.8267, 0.8324, 0.8773,\n", + " 0.8382, 0.8497, 0.8337, 0.8065, 0.8799, 0.8837, 0.7305, 0.8562, 0.8426,\n", + " 0.8771, 0.7632, 0.8830, 0.8860, 0.6951, 0.8731, 0.7619, 0.8572, 0.9205,\n", + " 0.8282, 0.8823, 0.8126, 0.7094, 0.8774, 0.8323, 0.8787, 0.7345, 0.6750,\n", + " 0.9331, 0.8428, 0.8451, 0.8937, 0.8636, 0.8543, 0.8640, 0.9679, 0.8496,\n", + " 0.8426, 0.8868, 1.6818, 0.8512, 0.7999, 0.6490, 0.7925, 0.8311, 0.8533,\n", + " 0.7980, 0.8785, 0.8667, 0.8249, 0.6624, 0.8517, 0.8222, 0.8189, 0.8642,\n", + " 0.8679, 0.8820, 0.7771, 0.8548, 0.8693, 0.8298, 0.7644, 0.6444, 0.8462,\n", + " 0.9334, 0.8796, 0.8287, 0.8557, 0.8923, 0.8747, 0.8421, 0.7590, 0.9140,\n", + " 0.7596, 0.8562, 0.7684, 0.6392, 0.8787, 0.8760, 0.8397, 0.9157, 0.8406,\n", + " 0.8864, 0.8494, 0.6154, 0.8651, 0.8592, 0.8232, 0.8080, 0.8208, 0.8602,\n", + " 0.8569, 0.7944, 0.8085, 0.7914, 0.8488, 0.8747, 0.7771, 0.8696, 0.8621,\n", + " 0.7858, 0.8616, 0.8257, 0.8940, 0.8509, 0.8833, 0.8695, 0.8531, 0.8396,\n", + " 0.8398, 0.9034, 0.8429, 3.7374, 0.8423, 0.9144, 0.8342, 0.8423, 0.8608,\n", + " 0.8730, 0.8520, 0.8797, 0.7748, 0.8204, 0.8671, 0.7753, 0.8750, 0.8510,\n", + " 0.8500, 0.8235, 0.8338, 0.8771, 0.8216, 0.7368, 0.7579, 0.8413, 0.7475,\n", + " 0.8314, 0.8866, 0.7952, 0.8763, 0.8637, 0.8080, 0.8386, 0.8846, 0.8464,\n", + " 0.8225, 0.8022, 0.8057, 0.8386, 0.8617, 0.7066, 0.8216, 0.8185, 0.8671,\n", + " 0.8032, 0.8462, 0.8457, 0.8442, 0.8512, 0.8686, 0.7797, 0.8512, 0.8003,\n", + " 0.8745, 0.7961, 0.8375, 0.9205, 0.8668, 0.8226, 0.8739, 0.8631, 0.8306,\n", + " 0.8789, 0.8021, 0.5912, 0.8488, 0.8427, 0.9343, 0.8086, 0.8538, 0.8072,\n", + " 0.8836, 0.8718, 0.9224, 0.8551, 0.9017, 0.8732, 0.8287, 0.8713, 0.8071,\n", + " 0.8711, 0.8436, 0.6980, 0.8607, 0.8851, 0.8620, 0.7703, 0.7350, 0.7902,\n", + " 0.7738, 0.7976, 0.9180, 0.7706, 0.8393, 0.8542, 0.7711, 0.8384, 0.7985,\n", + " 0.8631, 0.8458, 0.8434, 0.8486, 0.8663, 0.6658, 0.8319, 0.7989, 0.8596,\n", + " 0.8169, 0.8491, 0.8359, 0.8489, 0.8856, 0.8456, 0.8137, 0.8780, 0.8522,\n", + " 0.8292, 0.6304, 0.7933, 0.8540, 0.8054, 0.7910, 0.8543, 0.7988, 0.8017,\n", + " 0.7940, 0.8717, 0.8372, 0.8258, 0.8595, 0.8500, 0.7408, 0.7778, 0.8314,\n", + " 0.8619, 0.8428, 0.8644, 0.8706, 0.6603, 0.9494, 0.8183, 0.8846, 0.7618,\n", + " 0.8873, 0.8440, 0.8163, 0.8417, 0.8058, 0.8688, 0.8480, 0.6464, 0.8272,\n", + " 0.8195, 0.8578, 0.8263, 0.8789, 0.8109, 0.8564, 0.8152, 0.7638, 0.9109,\n", + " 0.7887, 0.6671, 0.8776, 0.8020, 0.8699, 0.9841, 0.8716, 0.8246, 0.8239,\n", + " 0.8534, 0.8780, 0.7701, 0.8414, 0.8917, 0.8848, 0.8364, 0.8447, 0.7795,\n", + " 0.8936, 0.8650, 0.8805, 0.8398, 0.8306, 0.8897, 0.8151, 0.8315, 0.7884,\n", + " 0.8567, 0.8566, 0.8560, 0.8124, 0.8859, 0.8490, 0.6872, 0.8286, 0.8489,\n", + " 0.8675, 0.6240, 0.8782, 0.8463, 0.8195, 0.8376, 0.8822, 0.8177, 0.8447,\n", + " 0.8594, 0.9784, 0.8608, 0.8085, 0.8519, 0.8747, 0.8664, 0.8970, 0.7990,\n", + " 0.7960, 0.7944, 0.8383, 0.8342, 0.8673, 0.8362, 0.8210, 0.8885, 0.8883,\n", + " 0.8340, 0.8867, 0.8400, 0.8793, 0.7906, 0.8517, 0.8467, 0.8182, 0.7912,\n", + " 0.8717, 0.7544, 0.6103, 0.8290, 0.7976, 0.8864, 0.8583, 0.7969, 0.7886,\n", + " 0.8548, 0.8861, 0.8412, 0.8398, 0.8975, 0.9123, 0.8346, 0.8174, 0.8896,\n", + " 0.8068, 0.8157, 0.8387, 0.8569, 0.8687, 0.8215, 0.8781, 0.8641, 0.7582,\n", + " 0.8891, 0.8598, 0.8196, 0.8441, 0.7114, 0.8811, 0.7845, 0.8436, 0.8529,\n", + " 0.8112, 0.8472, 0.8862, 0.8625, 0.8183, 0.7923, 0.6480, 0.7893, 0.7810,\n", + " 0.8405, 0.8508, 0.7928, 0.8570, 0.8785, 0.8829, 0.9033, 0.8575, 0.8054,\n", + " 0.8824, 0.8265, 0.8473, 0.8210, 0.5653, 0.8461, 0.8084, 0.8000, 0.8650,\n", + " 0.8411, 0.8698, 0.8825, 0.9204, 0.8542, 0.8927, 0.8834, 0.8579, 0.8597,\n", + " 0.8863, 0.8447, 0.7953, 0.8564, 0.8923, 0.8756, 0.8463, 0.8706, 0.8236,\n", + " 0.8920, 0.8600, 0.8787, 0.8168, 0.7208, 0.8156, 0.6629, 0.8969, 0.8670,\n", + " 0.8135, 0.8187, 0.8691, 0.8053, 0.8053, 0.8289, 0.8698, 0.8603, 0.7667,\n", + " 0.8751, 0.8126, 0.8187, 0.7971, 0.8816, 0.8092, 0.8548, 0.8822, 0.7835,\n", + " 0.7966, 0.8399, 0.8729, 0.8256, 0.8367, 0.8706, 0.8262, 0.8057, 0.8505,\n", + " 0.8744, 0.8596, 0.8794, 0.8816, 0.9081, 0.8772, 0.8030, 0.8818, 0.7856,\n", + " 0.8863, 0.7395, 0.8430, 0.8722, 0.8880, 0.8189, 0.7814, 0.8807, 0.8152,\n", + " 0.8329, 0.8486, 0.8740, 0.8924, 0.8825, 0.8023, 0.8362, 0.8630, 0.7928,\n", + " 0.8629, 0.8481, 0.8380, 0.7351, 0.8758, 0.8517, 0.8296, 0.8681, 0.8576,\n", + " 0.7642, 0.7803, 0.8774], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.0336e-03, 5.2285e-03, -2.8415e-02, -2.2355e-01, 2.8281e-01,\n", + " -1.0355e-01, 2.1058e-01, 5.2141e-02, 9.3133e-03, -1.0140e-01,\n", + " -9.5627e-02, 2.1383e-01, -6.5770e-02, 9.9821e-02, 1.5656e-02,\n", + " 7.9254e-02, -1.1230e-01, -2.8406e-02, -7.8713e-02, 2.4294e-01,\n", + " 2.4602e-01, -2.3040e-01, 1.1285e-01, 3.0359e-01, -2.3410e-02,\n", + " 2.6385e-01, 1.2775e-01, -2.4427e-01, -2.4724e-01, 6.4968e-02,\n", + " -4.9040e-02, 3.0989e-02, 2.4190e-01, -1.9570e-01, 8.1310e-02,\n", + " -1.3567e-02, -1.4962e-01, 2.3354e-01, 1.6837e-01, -4.0372e-01,\n", + " -8.2497e-02, -1.8586e-01, -1.6642e-02, 1.1182e-01, 8.5592e-03,\n", + " -1.3928e-01, -1.0552e-01, -9.6952e-02, 2.1425e-02, -1.1056e-01,\n", + " -2.3767e-01, -5.2616e-02, 2.2837e-01, -3.9718e-01, 3.9357e-02,\n", + " -7.2787e-02, 8.0630e-02, -2.5140e-01, -1.3714e-03, -7.7234e-02,\n", + " -5.7403e-02, 4.9509e-02, -2.1094e-01, -1.5049e-01, 2.4436e-02,\n", + " 1.0605e-01, -2.2542e-02, -6.6176e-02, 1.5422e-02, -1.9702e-01,\n", + " -3.3141e-01, 9.1690e-02, -9.0190e-02, -1.1617e-01, 9.8462e-02,\n", + " -6.1607e-02, -3.8342e-02, 1.5944e-01, 4.5236e-02, 5.7582e-02,\n", + " -1.0090e-02, 1.2384e-02, 7.6772e-02, 1.3772e-01, 4.2770e-03,\n", + " -7.8976e-02, -8.5676e-02, 5.8032e-02, 5.1380e-04, 8.9491e-02,\n", + " -3.2615e-02, -1.5720e-01, 7.2433e-01, -7.8350e-02, 6.4355e-02,\n", + " -8.4763e-02, 1.1380e-01, -1.4482e-01, -7.4009e-02, -7.2901e-02,\n", + " 6.5144e-02, 1.1149e-01, 2.2596e-02, -1.2960e-01, 1.3151e-02,\n", + " -2.0588e-01, -1.1241e-01, -1.0558e-01, -8.9636e-03, 2.9718e-02,\n", + " -1.0388e-01, 7.0925e-03, -3.0181e-01, -1.5717e-01, -8.3690e-02,\n", + " 1.2701e-02, -3.2623e-02, 1.3150e-02, -1.1205e-01, 1.2246e-01,\n", + " -9.7161e-02, -2.9682e-01, -8.3702e-02, 4.9577e-02, 7.1420e-02,\n", + " -1.9664e-01, -7.6017e-02, 8.8923e-02, -4.5538e-02, -7.7344e-02,\n", + " -3.5484e-03, 4.3289e-02, -1.1097e-01, -9.4680e-02, -9.9394e-03,\n", + " -1.1565e-01, -4.4032e-02, 9.9199e-02, -2.2014e-01, -1.9625e-01,\n", + " -1.1376e-01, 9.4815e-03, 2.3465e-03, -1.1495e-02, 5.0283e-02,\n", + " -6.0909e-01, 1.0951e-02, 3.0044e-02, -1.0283e-01, 4.0362e-01,\n", + " -9.3080e-03, 1.6931e-01, -2.8950e-01, 1.6660e-02, 6.6859e-02,\n", + " -1.8190e-02, 1.0559e-01, 2.1833e-01, 1.0011e-01, -1.0045e-01,\n", + " 4.2853e-02, -8.7105e-02, -1.2163e-01, 7.0865e-02, -1.1551e-01,\n", + " 7.9991e-02, 1.2663e-01, -9.7014e-02, -6.9683e-01, -1.0928e-01,\n", + " -1.3667e-01, 7.1320e-03, -4.5795e-02, 3.9001e-01, 4.4341e-02,\n", + " 2.1284e-01, 4.4913e-02, 9.7137e-02, 4.4726e-02, 1.0720e-01,\n", + " -1.9162e-02, 3.9274e-02, -1.1940e-01, 1.4703e-01, 8.2512e-02,\n", + " -7.1100e-02, 2.1497e-01, 1.5583e-01, 1.3691e-01, -3.5807e-02,\n", + " -3.9637e-02, -2.5174e-01, 1.7311e-01, -2.5205e-02, 1.1391e-01,\n", + " 9.6349e-02, -8.1582e-02, 1.8771e-01, -2.1290e-02, -1.1039e-01,\n", + " -2.4997e-01, 3.1039e-02, 7.1190e-02, 1.2845e-01, -1.3078e-01,\n", + " 1.2907e-01, 6.6490e-02, 1.2243e-03, 7.6038e-02, -5.4327e-03,\n", + " -3.7124e-02, -1.5022e-01, 7.0269e-02, 1.3115e-01, 9.9734e-02,\n", + " -9.2058e-02, -4.5981e-02, -7.3266e-02, 6.7582e-02, -2.1370e-01,\n", + " -6.2263e-02, 1.0242e-01, -3.8111e-02, 5.4451e-02, -8.5856e-02,\n", + " 3.6501e-01, 1.2673e-01, -6.6931e-02, 8.0951e-02, -2.8745e-02,\n", + " 8.1686e-02, -7.4046e-02, 4.2015e-02, -5.8721e-02, 3.1116e-02,\n", + " 1.2470e-01, -1.0286e-01, -9.5550e-03, -7.3585e-03, -2.3900e-01,\n", + " -4.5236e-02, 5.9745e-02, -7.4837e-02, -1.2526e-02, 3.2314e-02,\n", + " -4.9047e-02, -2.5798e-01, 5.7097e-02, -2.2542e-01, -5.0367e-01,\n", + " 3.6182e-03, 2.2921e-01, -7.6835e-02, -1.0242e-01, -7.9557e-03,\n", + " -8.8306e-02, -2.1782e-01, 1.0700e-02, 3.6123e-02, -3.6438e-02,\n", + " -2.1702e-03, -9.3591e-02, 8.4398e-02, 2.6575e-03, -3.8941e-02,\n", + " -8.1292e-02, 2.6883e-02, 5.7721e-02, 4.6312e-02, -1.1495e-02,\n", + " 3.8139e-02, -3.9406e-02, -8.9335e-02, -4.6443e-02, -8.4026e-02,\n", + " 1.3272e-01, -1.4938e-01, -1.4192e-01, -1.5603e-01, -1.4415e-01,\n", + " 1.2822e-01, 3.4662e-02, 2.3559e-02, -9.9429e-02, -1.8124e-01,\n", + " 4.7738e-03, 1.8395e-01, 2.3316e-01, 1.3729e-01, -3.9689e-02,\n", + " 6.0333e-02, -8.7207e-02, -1.5517e-01, -1.9343e-02, 1.3433e-01,\n", + " -1.1945e-01, -6.6630e-02, 2.6264e-01, 8.0230e-02, -3.6583e-02,\n", + " -3.4312e-02, 6.6418e-02, -1.2824e-01, 5.6244e-02, 3.5392e-01,\n", + " -4.5682e-02, -2.7011e-01, -9.9110e-02, -1.2970e+00, 1.0362e-02,\n", + " 1.1781e-02, -5.5204e-02, -9.5896e-03, -1.7513e-02, -1.9234e-02,\n", + " 3.4248e-02, 2.2463e-02, 6.6340e-02, -7.1592e-02, 2.0376e-01,\n", + " -1.8350e-01, 6.0965e-02, 1.6242e-01, -2.2975e-01, -5.2453e-02,\n", + " 9.9357e-02, -5.8088e-02, -1.2977e-01, -3.8727e-02, 3.0141e-02,\n", + " -7.4669e-02, -4.1295e-02, 5.3212e-02, 1.7492e-01, -4.8128e-02,\n", + " 2.5583e-02, -1.4061e-01, -1.3333e-01, -1.1822e-02, 7.4698e-02,\n", + " -3.6656e-04, 1.2344e-02, 5.2643e-02, -4.2516e-02, -3.8568e-02,\n", + " 2.3489e-01, -2.1652e-02, -2.1351e-01, -1.0318e-01, -3.0506e-01,\n", + " -1.1249e-01, 1.0427e-01, -8.8108e-03, 1.7477e-01, 1.6618e-02,\n", + " -7.9492e-02, 2.6739e-02, -5.6260e-03, -8.4520e-02, 9.5812e-02,\n", + " 3.4080e-02, -2.8043e-03, -5.0595e-02, 7.5903e-02, -1.4101e-02,\n", + " -1.4086e-01, -8.2914e-02, 1.0507e-01, -1.3649e-01, -2.7506e-02,\n", + " -1.2047e-01, -2.1823e-02, 6.4480e-02, -7.2969e-02, -1.4135e-01,\n", + " 1.0568e-02, 4.7503e-03, -8.7234e-03, -1.0583e-01, 5.5112e-02,\n", + " -9.0419e-02, -1.0916e+00, 9.6388e-02, -2.8698e-01, 3.5710e-02,\n", + " -7.8352e-02, -2.4311e-01, 1.0061e-01, -6.7212e-02, -1.5293e-01,\n", + " -1.2709e-02, -3.9582e-02, 1.1981e-01, -6.5164e-03, 6.3466e-02,\n", + " -3.8860e-02, -1.8429e-01, -1.7751e-01, 4.9938e-02, -1.1186e-01,\n", + " -1.5652e-02, -1.1511e-01, 1.8332e-02, -1.2996e-01, -1.4776e-01,\n", + " -2.2325e-01, 9.1054e-02, -7.2694e-02, 1.9732e-01, -6.5375e-02,\n", + " -7.0374e-02, -1.5113e-01, 3.1656e-02, 7.3931e-02, -1.1310e-01,\n", + " 2.4662e-02, -2.6566e-02, 5.9458e-03, -2.0863e-02, -5.4963e-02,\n", + " -6.4447e-02, -3.4899e-01, 3.8133e-02, -1.1241e-01, -1.9072e-01,\n", + " 1.3851e-01, 5.5770e-02, -1.4842e-01, -1.9034e-01, 1.3091e-01,\n", + " 4.9112e-02, -2.2440e-01, -2.6715e-01, 1.6301e-01, -6.8629e-02,\n", + " 1.0853e-01, -2.0320e-01, -5.3612e-02, -1.5559e-01, -1.8887e-01,\n", + " 7.1598e-02, -5.1105e-02, 1.0509e-01, -7.9962e-02, -7.1519e-03,\n", + " 2.0742e-02, -2.2968e-01, 8.8782e-02, -9.2715e-02, -3.1657e-01,\n", + " -1.5412e-02, 1.3642e-02, 1.6419e-01, -1.9913e-01, 5.6982e-02,\n", + " -4.8904e-02, -1.6943e-02, 9.6511e-02, -4.6775e-02, -7.8662e-02,\n", + " 3.2571e-02, -2.4914e-01, -7.4112e-02, 1.6399e-01, 1.7284e-01,\n", + " -6.7856e-02, -1.0784e-01, 4.1670e-02, 3.3421e-02, 3.6985e-03,\n", + " 1.7555e-03, -2.4169e-01, -1.2191e-02, -1.0531e-01, -1.4383e-01,\n", + " -8.1091e-02, -1.5756e-01, 4.3449e-02, -2.0836e-01, -6.3087e-02,\n", + " 4.7162e-02, 1.2487e-01, -1.7479e-01, -2.0048e-02, 4.4944e-02,\n", + " 5.0981e-03, 8.1488e-02, 1.4498e-01, -2.5543e-01, -5.2586e-02,\n", + " -4.0249e-02, 1.4402e-02, 6.6907e-02, -3.8030e-02, -9.9229e-02,\n", + " -9.9703e-02, -1.4705e-01, 1.8648e-02, -4.8384e-02, 1.3715e-01,\n", + " 6.0175e-02, 2.9476e-02, -8.5164e-02, 2.2541e-02, -6.7690e-02,\n", + " -1.1113e-02, -1.7944e-01, -2.6556e-02, -1.1250e-01, -3.4658e-02,\n", + " -1.1201e-01, -7.6722e-02, 3.9984e-02, -7.4275e-02, -1.1728e-01,\n", + " 2.5502e-01, -9.2376e-02, -9.7613e-02, -3.2531e-01, -2.8721e-02,\n", + " -1.3918e-01, 2.1222e-01, 5.7275e-02, -1.8823e-01, -1.5024e-01,\n", + " -3.1565e-02, 3.5345e-02, -1.6787e-02, 6.9471e-02, 8.7983e-02,\n", + " -7.0008e-02, -5.9802e-02, -2.9278e-03, -6.8722e-02, 4.8875e-03,\n", + " -8.5533e-02, -6.0505e-02, 6.2219e-03, 1.2152e-02, -2.4958e-01,\n", + " -1.3554e-02, -8.6929e-02, -1.7285e-01, 5.2198e-02, -1.3743e-01,\n", + " -7.3373e-01, -1.6765e-01, -9.4990e-02, 2.0334e-01, 7.9054e-02,\n", + " -8.6463e-02, -5.9376e-02, 1.5502e-01, 4.9438e-02, 3.5991e-02,\n", + " -9.8729e-02, 2.2769e-02, 4.7792e-02, 9.3990e-02, -7.0500e-02,\n", + " -1.6993e-01, -2.5577e-01, -1.3172e-01, -5.3147e-03, -7.4893e-02,\n", + " 1.5965e-03, 1.1410e-01, -5.6585e-02, -1.7878e-02, -6.0898e-03,\n", + " -8.3584e-03, -1.7030e-03, 3.7460e-02, 9.1694e-02, -1.4599e-01,\n", + " -6.2180e-02, -1.3732e-01, -1.5730e-01, 1.5761e-01, -5.8925e-02,\n", + " -1.6023e-01, -7.1060e-03, 1.2592e-01, -6.7088e-02, 2.3908e-03,\n", + " 8.3223e-03, 4.0463e-01, -5.0263e-02, -5.7076e-02, -1.9179e-02,\n", + " 4.5129e-02, -1.4537e-02, 9.5294e-02, 2.4088e-02, 2.0403e-01,\n", + " -1.2687e-02, -2.5072e-02, -6.1451e-03, 9.3198e-02, -3.2659e-02,\n", + " -2.7385e-02, 4.8588e-02, -1.8035e-01, 4.2851e-02, 5.0967e-02,\n", + " 1.8662e-01, 3.7509e-02, 1.8329e-01, -5.8049e-03, -5.2903e-02,\n", + " -9.9441e-03, -1.3935e-01, -9.4371e-02, 2.9916e-03, -1.2807e-01,\n", + " -3.7715e-02, -3.5035e-02, -1.1794e-02, -8.1073e-02, -8.4328e-03,\n", + " 7.7523e-02, -6.6890e-02, 8.6839e-02, 5.1683e-02, -9.7652e-02,\n", + " 2.3360e-01, 2.5418e-01, -1.8245e-01, 1.2412e-01, 1.0944e-01,\n", + " 1.7953e-01, 2.3462e-01, 4.6152e-02, 1.4194e-01, 3.1772e-02,\n", + " 7.3054e-02, -1.2898e-02, 3.8977e-02, 3.6320e-02, 1.8327e-01,\n", + " -1.7349e-01, 1.5755e-01, 1.1643e-01, 4.3175e-03, -4.8101e-02,\n", + " -1.0999e-01, 1.4522e-01, -1.1640e-01, -8.7701e-02, 4.2940e-02,\n", + " 6.3380e-03, 1.7349e-01, 8.3371e-02, 1.3219e-01, -1.6170e-01,\n", + " -9.8692e-02, 6.0366e-02, 1.5533e-02, -6.4581e-02, -2.6297e-02,\n", + " 5.7827e-02, -2.6181e-02, 8.6905e-02, -1.7798e-01, 7.2166e-02,\n", + " -8.5554e-02, 8.3456e-02, 3.7982e-02, 1.7078e-02, 8.0956e-02,\n", + " 5.8977e-02, 1.1211e-03, -1.1919e-01, -9.9886e-02, 5.3761e-02,\n", + " -1.3990e-01, 2.6795e-01, 1.9118e-01, 2.2404e-01, -1.1108e-01,\n", + " 2.4671e-03, -1.2989e-01, 2.5949e-01, -8.8656e-02, -1.2257e-01,\n", + " -5.3595e-02, 1.3283e-01, -9.9118e-02, -1.4086e-01, -1.2031e-02,\n", + " -4.1843e-02, 4.4548e-02, 1.1791e-01, 6.6411e-02, -1.2471e-01,\n", + " 8.0124e-02, -1.6481e-01, -9.5394e-02, 3.7181e-03, -9.0005e-02,\n", + " 9.1140e-02, 1.2014e-02, -1.3411e-01, 5.2264e-03, 8.1993e-02,\n", + " 1.4718e-03, 1.0597e-01, 7.7151e-02, 6.2308e-02, 1.5275e-01,\n", + " -1.6316e-01, 1.1115e-01, 1.5610e-01, 1.2349e-01, -2.1435e-02,\n", + " 1.1163e-01, 3.0151e-03, 1.2209e-01, 3.5566e-02, -7.8555e-02,\n", + " -9.6028e-02, -1.9912e-01, -3.7808e-02, -4.6515e-02, 1.0525e-01,\n", + " -1.5944e-02, -7.2695e-02, -2.4133e-02, -7.9325e-02, -3.7141e-03,\n", + " -6.9687e-02, 1.0560e-01, 1.6557e-01, 1.4042e-01, 2.8165e-01,\n", + " -4.4383e-02, 1.1224e-01, 6.0685e-02, -3.6089e-02, 2.2756e-02,\n", + " 7.1514e-02, -1.1817e-02, 5.3818e-02, -7.8305e-02, -4.7519e-03,\n", + " 1.8717e-01, -9.5585e-02, -7.5553e-02, 7.0850e-02, 1.1952e-02,\n", + " 3.2495e-02, -1.4560e-01, -1.1017e-01, 1.4976e-01, -2.1868e-01,\n", + " -3.3066e-02, -2.9233e-01, 1.1392e-01, -1.1354e-01, 7.1420e-02,\n", + " 2.1520e-02, 1.8998e-01, 4.7666e-02, -2.5585e-01, -9.9891e-02,\n", + " -1.2896e-02, 3.6183e-02, 8.3095e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0877, -0.1178, -0.1176, ..., -0.0588, -0.1385, -0.1085],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.0690e-02, 4.8389e-02, 1.1560e-02, 5.3816e-02, 8.8579e-02,\n", + " 3.1723e-03, -1.1285e-02, 7.6280e-02, -2.3392e-02, -1.1147e-02,\n", + " -2.5311e-02, 6.6275e-02, -6.3857e-04, 4.7205e-02, -4.8979e-02,\n", + " -1.7934e-02, -8.7976e-03, 1.4623e-03, -1.0148e-02, -3.3018e-02,\n", + " -1.0817e-02, -6.6829e-02, -4.3193e-02, -5.4763e-02, -1.9012e-02,\n", + " 6.5889e-02, -4.0577e-03, 1.8374e-02, -1.2618e-01, 4.4186e-02,\n", + " 7.2261e-02, 5.8884e-02, -2.9019e-02, 2.2886e-02, 1.4124e-02,\n", + " 2.6116e-02, -4.0983e-02, -3.0542e-03, -4.5433e-02, 1.6879e-02,\n", + " 3.9563e-02, 1.8521e-02, 3.4416e-02, -9.3369e-03, -1.7510e-02,\n", + " -3.7951e-02, 3.6767e-02, 1.1211e-01, -5.4903e-03, -8.0094e-02,\n", + " 1.8659e-02, -4.9726e-02, 3.5346e-03, -8.8666e-02, 2.5758e-02,\n", + " 6.0918e-02, 2.6800e-02, -1.0728e-01, 2.0187e-02, 3.5201e-02,\n", + " 4.5532e-02, 1.6931e-01, -5.9672e-02, -3.7285e-03, 1.4964e-02,\n", + " 7.2565e-02, -6.6660e-02, -5.5345e-03, -4.3085e-02, -9.1215e-03,\n", + " -8.9509e-02, 3.8849e-03, -2.6813e-02, 2.2280e-02, -2.7301e-02,\n", + " 3.0489e-02, -2.5930e-02, 8.8305e-03, -3.2973e-02, 1.5483e-03,\n", + " 4.9759e-02, 8.6375e-03, -2.5330e-03, 2.6765e-02, 1.5218e-02,\n", + " -1.2865e-01, -4.0216e-03, -1.6597e-02, -6.1002e-02, 5.9611e-02,\n", + " 2.1324e-02, -4.4071e-02, 7.3881e-02, -7.6641e-02, 8.7474e-02,\n", + " -2.9003e-02, 2.0725e-01, -1.3193e-02, -2.4892e-02, -5.0980e-02,\n", + " 4.6267e-03, -3.8535e-03, -2.9951e-02, 5.6127e-02, 5.2051e-02,\n", + " 4.9522e-02, 2.3432e-02, -4.2352e-02, -4.8868e-02, -6.0166e-02,\n", + " -5.0413e-02, 1.1107e-02, -9.6333e-02, -1.1391e-02, -3.4263e-02,\n", + " 2.9572e-02, -7.2750e-02, -9.4332e-03, -4.8458e-02, 3.1345e-02,\n", + " -4.1016e-02, 4.9528e-02, -2.0376e-02, -3.3098e-02, 1.0193e-01,\n", + " -1.7146e-01, 8.6343e-03, 3.7750e-02, -6.6698e-02, -2.7530e-02,\n", + " 1.8359e-02, 5.2719e-03, -5.4345e-02, -3.4271e-02, 8.2739e-02,\n", + " 2.8273e-02, 2.2989e-02, 6.4030e-02, -1.4827e-02, 1.6531e-02,\n", + " -9.0820e-03, 5.6789e-02, 4.2751e-02, 3.4088e-03, -7.7317e-02,\n", + " -5.2431e-02, 1.2398e-01, 1.9733e-02, -3.3092e-02, 1.9240e-02,\n", + " 1.2534e-02, 9.7965e-02, -1.1194e-01, 1.8739e-02, -7.2599e-02,\n", + " -1.2585e-01, 8.1401e-02, 4.2556e-02, 4.3914e-03, -9.8637e-02,\n", + " -1.8422e-02, -2.5791e-02, 2.0637e-02, -1.9864e-02, 1.2075e-02,\n", + " 1.3012e-01, 2.5410e-02, -4.6194e-02, -2.9018e-02, -4.5119e-02,\n", + " 2.2107e-02, 4.3422e-02, -8.5116e-02, -1.3154e-03, 4.2444e-02,\n", + " -3.0771e-02, -8.4465e-02, -7.7725e-03, 4.6971e-03, -1.1412e-01,\n", + " 4.3273e-02, 8.0047e-03, -4.9647e-03, -3.4398e-02, 3.3676e-02,\n", + " -3.6013e-02, -7.5707e-02, 7.6827e-02, -7.7768e-03, -4.3641e-03,\n", + " 2.2120e-02, 1.7082e-02, -4.9390e-02, 5.1000e-03, 1.0089e-01,\n", + " 9.6092e-02, 1.0206e-02, 9.9130e-02, -3.8231e-02, -4.9073e-02,\n", + " -4.1706e-02, -4.3691e-02, 9.5911e-02, -2.6357e-02, 6.9518e-03,\n", + " -1.1491e-02, 1.8626e-02, -2.0062e-02, 1.1048e-02, 1.1944e-01,\n", + " 4.8131e-02, -1.8914e-02, 2.1785e-02, 5.1264e-02, 4.9035e-02,\n", + " 4.8405e-02, -1.2456e-01, -2.2858e-03, 8.3303e-02, -3.2736e-02,\n", + " 2.5000e-02, 7.3330e-02, -4.2028e-02, -5.9321e-03, 2.9590e-02,\n", + " -5.7482e-02, -3.5795e-02, -2.5190e-03, 1.7223e-02, 1.8777e-02,\n", + " -1.2204e-02, 4.2306e-02, 2.4526e-02, 3.4424e-02, -4.3033e-02,\n", + " 4.4061e-02, -2.5582e-02, -2.1215e-03, -1.8106e-02, 5.9100e-03,\n", + " 5.0350e-02, -3.1931e-02, -3.0447e-02, 4.1630e-02, 8.5522e-03,\n", + " 1.6896e-02, -4.9216e-02, -7.0083e-02, 1.9322e-02, -3.4888e-02,\n", + " -3.4482e-02, 3.6186e-03, 5.1021e-02, 1.9434e-02, 4.7395e-02,\n", + " -1.2464e-02, -7.1943e-02, 4.4631e-02, -1.3320e-02, -4.0144e-02,\n", + " -3.0980e-03, -9.1722e-02, 4.1230e-02, 5.4758e-02, -4.7178e-03,\n", + " 8.6482e-03, -3.5533e-02, 3.0334e-02, 3.8390e-02, 2.1656e-03,\n", + " 3.7494e-03, -2.1177e-02, -9.5499e-02, 7.7559e-02, 2.7950e-02,\n", + " -9.8251e-02, -1.2781e-01, -7.0787e-03, 8.5905e-02, -4.3925e-02,\n", + " 6.2899e-02, -3.7099e-02, -9.0465e-02, -1.0693e-01, -1.0938e-02,\n", + " 2.6209e-02, 4.4480e-02, 6.0964e-02, -1.1891e-02, 9.3942e-03,\n", + " -1.4833e-02, -3.0300e-02, -2.9333e-02, -6.6264e-02, -4.0022e-02,\n", + " -8.8990e-02, 5.0915e-02, 2.2788e-02, 5.4028e-02, 1.0518e-02,\n", + " 2.3333e-02, 2.7496e-02, -2.2074e-02, 6.2951e-02, -2.4111e-02,\n", + " -2.5867e-02, -6.5684e-02, 8.6372e-03, -3.4302e-01, 9.7186e-04,\n", + " -3.7750e-02, -2.7522e-02, 3.1870e-02, 7.0811e-02, -1.9168e-02,\n", + " -3.9998e-02, 2.6999e-02, -9.7987e-02, -6.0743e-02, 2.4088e-02,\n", + " -9.7162e-02, 2.1910e-02, 2.9418e-02, -9.6269e-02, -1.5309e-02,\n", + " -1.2072e-02, 4.3137e-02, -2.1999e-02, 3.0265e-02, 2.7433e-03,\n", + " 2.7197e-02, -1.2343e-01, 2.5233e-02, 3.7933e-02, 5.6233e-02,\n", + " 5.6204e-03, -4.9462e-02, -8.8641e-02, 1.4897e-02, -1.3020e-02,\n", + " 1.3468e-02, -5.8637e-02, -5.5748e-02, 6.5907e-02, 3.3152e-04,\n", + " 8.3592e-03, 3.3429e-02, 2.3241e-02, 1.2578e-03, 5.6779e-02,\n", + " -8.2302e-03, -2.7938e-02, 8.6493e-03, -1.5291e-01, 1.8473e-03,\n", + " 1.7316e-02, 7.2473e-02, 2.6393e-02, 1.0230e-01, -1.2444e-02,\n", + " 3.1671e-02, 2.6905e-03, -6.3321e-03, -1.1388e-02, -7.0757e-03,\n", + " 6.4438e-02, -4.5542e-02, -3.1983e-02, 4.0014e-02, -8.6672e-02,\n", + " -4.7684e-02, 1.0987e-01, -4.9738e-02, 5.4587e-02, 3.1955e-03,\n", + " 8.1284e-03, -4.8701e-03, -1.0335e-01, -6.7817e-02, 4.1881e-02,\n", + " 7.0914e-02, -9.0045e-02, -4.5735e-02, -1.9736e-02, -3.6930e-03,\n", + " 2.2251e-02, -5.4667e-02, 2.8037e-02, -5.8141e-02, -7.5276e-02,\n", + " 4.8585e-02, -2.2758e-02, 3.3365e-02, -1.4225e-01, 1.7097e-02,\n", + " 1.7434e-04, -2.9808e-02, -1.0884e-01, 1.7994e-02, 3.1933e-02,\n", + " -7.1532e-02, -1.9320e-03, 1.7667e-02, -1.2206e-02, 1.0078e-01,\n", + " 9.6573e-03, 1.7847e-02, -5.2441e-02, -3.3544e-02, -7.6136e-03,\n", + " -1.3575e-02, 8.6087e-02, -1.4178e-02, 2.9516e-02, -8.0548e-02,\n", + " 1.5571e-02, -1.1319e-01, 2.2828e-02, 6.2296e-02, 7.4708e-02,\n", + " 4.9192e-03, -2.2372e-03, 4.9727e-02, 4.9913e-02, -3.9826e-02,\n", + " 9.4175e-02, 1.2693e-02, 1.7237e-02, -3.3343e-02, -2.8424e-02,\n", + " 1.9222e-02, -6.2055e-02, 3.7100e-02, 7.2695e-02, -8.6387e-02,\n", + " 1.8557e-02, -6.4485e-02, -5.8554e-02, 1.6496e-03, -4.9759e-02,\n", + " -6.6009e-02, 2.7622e-02, 8.3176e-02, -8.2226e-02, -3.4911e-02,\n", + " -3.3120e-02, 7.2784e-02, 1.2096e-02, -3.7385e-02, -8.6572e-02,\n", + " -1.1975e-03, -2.2290e-02, 4.7350e-02, 1.4965e-02, 1.3747e-02,\n", + " 6.4616e-02, 5.0349e-03, -3.1337e-03, -9.2797e-02, -6.5375e-02,\n", + " 2.8842e-02, -1.0483e-01, -3.9564e-02, -4.0040e-02, 6.9129e-02,\n", + " 4.6828e-02, -4.2774e-02, -1.4932e-01, -7.0686e-02, 9.6475e-02,\n", + " -3.1555e-02, 1.7724e-02, 1.7254e-02, -3.1604e-02, 4.4652e-02,\n", + " -5.1725e-02, -9.2596e-02, 2.2394e-02, -8.7453e-02, -3.3070e-02,\n", + " 9.5540e-02, -4.2045e-02, -6.1960e-02, -8.7147e-02, -3.9232e-02,\n", + " -1.4693e-02, 4.9299e-02, -1.0636e-03, -6.0699e-02, 1.1910e-02,\n", + " -4.2918e-02, 4.0370e-02, -4.8803e-02, 4.6192e-02, 1.4246e-02,\n", + " 1.2937e-02, 7.9457e-02, 7.6143e-02, 8.2247e-02, -2.7444e-03,\n", + " 6.4490e-02, 3.4371e-03, 1.8013e-02, 4.6723e-02, 4.1921e-02,\n", + " 4.3363e-02, -6.4072e-03, 7.1017e-03, -5.8075e-02, 5.4963e-02,\n", + " -4.5947e-02, -3.2062e-02, 6.6528e-02, -9.8242e-03, -6.4092e-02,\n", + " 9.9777e-02, -8.2379e-02, -1.3857e-01, 3.7471e-02, 6.8955e-02,\n", + " 7.6814e-03, 4.5129e-02, 1.8649e-02, 2.2504e-02, -2.7702e-02,\n", + " 2.7849e-02, -4.1860e-02, -1.2827e-02, 7.9813e-02, 2.7077e-02,\n", + " 7.1945e-02, 1.8689e-02, -5.7052e-02, -5.1405e-02, 5.5919e-02,\n", + " -5.2876e-02, -4.7498e-02, 1.8164e-02, -7.1750e-02, -3.2125e-02,\n", + " -3.5942e-02, -2.9905e-03, -1.4411e-02, 3.9362e-02, 1.1839e-03,\n", + " 5.7647e-02, -2.8403e-03, 5.6285e-02, -2.7452e-03, 2.7139e-02,\n", + " 7.0957e-02, -1.5971e-02, -3.6065e-02, -2.7343e-03, 1.2100e-02,\n", + " 6.4186e-03, -1.7672e-02, 6.7367e-03, -1.5892e-02, 3.1816e-02,\n", + " -1.4619e-02, 6.1785e-02, -9.5031e-03, -2.9633e-02, 1.8663e-02,\n", + " 5.9813e-02, -1.1430e-02, -6.9294e-03, 3.5837e-02, 1.0787e-02,\n", + " 3.7810e-02, 4.9340e-03, 2.1910e-02, -4.4427e-02, -2.5866e-02,\n", + " -2.2181e-02, 2.3409e-02, -8.3055e-02, -2.8810e-02, 5.2889e-02,\n", + " -2.2077e-01, 7.4303e-02, 6.8850e-02, -9.9910e-02, -6.6738e-02,\n", + " -1.4784e-02, 2.4396e-02, 2.2683e-02, -6.0063e-02, 2.3861e-03,\n", + " 5.4098e-04, -3.7478e-02, -1.5645e-02, 1.1839e-01, -4.2640e-02,\n", + " -8.1862e-02, 6.6660e-02, 8.8520e-02, -2.6918e-02, 1.9363e-03,\n", + " 5.8242e-02, 5.8457e-02, -1.2839e-02, -1.0051e-02, 9.5921e-03,\n", + " -1.6981e-02, 3.1682e-02, 2.8610e-02, 1.5337e-02, 4.5887e-02,\n", + " -1.3737e-04, 1.2221e-03, -8.3537e-03, -4.8283e-02, -1.9444e-01,\n", + " -2.3850e-02, -6.2178e-02, 9.2102e-03, 6.3367e-03, -6.8293e-02,\n", + " 4.9244e-02, 7.7634e-02, -3.3945e-02, 7.5358e-02, -4.1768e-02,\n", + " 4.5400e-02, 1.1655e-02, -1.6729e-02, -8.2014e-02, 7.5095e-03,\n", + " 4.5737e-02, -3.4631e-02, 3.9533e-03, 1.3851e-01, -2.7495e-02,\n", + " -2.4567e-02, 1.1523e-02, 2.6976e-02, 3.7285e-02, 1.7710e-02,\n", + " 1.6403e-02, 1.8938e-02, -1.3407e-02, -7.0548e-02, -4.4319e-02,\n", + " -4.4040e-04, 4.2967e-02, 4.2046e-02, -1.0558e-02, 9.5267e-03,\n", + " 2.4719e-02, 3.0548e-02, 1.1741e-02, 4.4902e-02, -4.9995e-02,\n", + " 7.4307e-02, -2.3981e-02, -3.2558e-02, 7.5939e-03, -1.3231e-01,\n", + " 5.1756e-02, -2.5645e-02, -8.5549e-03, -9.8649e-03, -9.0161e-03,\n", + " -9.6385e-03, 2.8746e-02, 6.9892e-02, 1.6016e-02, 1.9006e-02,\n", + " -3.0834e-02, 4.5557e-02, -2.1292e-02, -5.4202e-03, 5.2464e-02,\n", + " -1.0332e-01, 4.7315e-03, 3.8879e-02, 3.2759e-02, -3.2313e-02,\n", + " -1.4109e-02, -5.5111e-02, 6.0533e-02, 4.7259e-02, 5.5814e-03,\n", + " 3.9117e-02, 1.3502e-02, 2.3572e-02, 4.5673e-03, -2.6415e-02,\n", + " 4.1291e-02, -3.4911e-02, -1.2235e-02, 2.2705e-02, 3.9668e-03,\n", + " 8.5344e-02, -5.4015e-02, -1.8445e-02, -5.9808e-03, -4.4498e-02,\n", + " 2.8162e-02, -4.6430e-02, 1.2084e-01, 8.2019e-02, -1.0172e-02,\n", + " 5.5912e-02, 5.7861e-02, -3.2891e-02, 1.8465e-02, 7.8741e-02,\n", + " 8.1746e-04, 4.8762e-02, -2.5266e-02, 1.2134e-01, -2.2666e-02,\n", + " 7.8362e-02, -1.7094e-02, 2.1807e-02, 1.9508e-02, 3.1702e-02,\n", + " -1.1286e-02, -5.8046e-02, -9.3744e-03, 3.2774e-03, 2.1753e-02,\n", + " 1.5056e-02, -5.7252e-03, -3.5530e-02, 8.1473e-02, 4.2537e-02,\n", + " 7.5900e-02, -4.5553e-03, 4.9923e-02, 2.7071e-02, 7.1082e-02,\n", + " -1.0349e-01, 1.0553e-02, 6.2829e-02, 6.0634e-02, 2.9276e-02,\n", + " -1.0228e-02, -1.3019e-02, 8.9530e-03, 1.3609e-01, -3.3717e-02,\n", + " -8.4170e-03, -4.2846e-02, -7.5907e-02, 1.1992e-01, -4.2889e-02,\n", + " 4.4026e-02, 4.4603e-03, -3.8288e-02, 4.5941e-02, -9.6356e-02,\n", + " 1.0570e-01, -6.5082e-02, -5.4430e-02, 8.2290e-02, -2.7539e-02,\n", + " -9.3861e-03, 4.8888e-02, -3.4825e-02, -1.6014e-02, -7.3061e-02,\n", + " -5.8041e-02, -4.7359e-02, 1.1347e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8734, 0.8576, 0.8339, 0.8450, 0.8105, 0.8531, 0.8360, 0.8804, 0.8781,\n", + " 0.8673, 0.8318, 0.7791, 0.8116, 0.8119, 0.8718, 0.8530, 0.8336, 0.8574,\n", + " 0.8762, 0.8111, 0.8415, 0.8138, 0.8687, 0.8536, 0.8245, 0.8162, 0.7909,\n", + " 0.8425, 0.7614, 0.8732, 0.8788, 0.8081, 0.8205, 0.8595, 0.8838, 0.8598,\n", + " 0.8536, 0.8254, 0.8366, 0.7514, 0.8698, 0.8548, 0.8820, 0.8344, 0.8857,\n", + " 0.8228, 0.8396, 0.8914, 0.8827, 0.8648, 0.8348, 0.8616, 0.8348, 0.7262,\n", + " 0.8281, 0.8028, 0.8596, 0.7528, 0.8832, 0.8079, 0.8668, 0.8262, 0.7047,\n", + " 0.8039, 0.8808, 0.8488, 0.8683, 0.8556, 0.8226, 0.8580, 0.8355, 0.8741,\n", + " 0.8634, 0.8239, 0.8757, 0.7671, 0.8430, 0.7414, 0.8246, 0.8100, 0.8634,\n", + " 0.8830, 0.8643, 0.8378, 0.7934, 0.8102, 0.8064, 0.8569, 0.8642, 0.8432,\n", + " 0.8245, 0.8596, 0.5801, 0.8289, 0.8234, 0.8442, 0.7495, 0.8138, 0.8548,\n", + " 0.8866, 0.8886, 0.8831, 0.8839, 0.8179, 0.8242, 0.7138, 0.8668, 0.8738,\n", + " 0.8561, 0.8178, 0.8534, 0.8477, 0.8163, 0.8500, 0.8668, 0.8569, 0.8224,\n", + " 0.8968, 0.8754, 0.8216, 0.8436, 0.7173, 0.8325, 0.8482, 0.7743, 0.7979,\n", + " 0.8257, 0.8312, 0.8542, 0.8068, 0.8829, 0.8425, 0.7501, 0.8222, 0.8634,\n", + " 0.8784, 0.8347, 0.8316, 0.8500, 0.7241, 0.8704, 0.8608, 0.8828, 0.8800,\n", + " 0.8475, 0.6035, 0.8818, 0.8486, 0.8478, 0.7611, 0.8568, 0.8320, 0.7629,\n", + " 0.8641, 0.8726, 0.8247, 0.8605, 0.7897, 0.8553, 0.7671, 0.8595, 0.8828,\n", + " 0.8387, 0.8700, 0.8407, 0.8633, 0.8552, 0.7928, 0.5874, 0.8791, 0.8836,\n", + " 0.8492, 0.8013, 0.7951, 0.8762, 0.7216, 0.8453, 0.8369, 0.8337, 0.8327,\n", + " 0.8471, 0.8942, 0.8613, 0.8602, 0.8738, 0.8452, 0.8606, 0.8428, 0.8678,\n", + " 0.8481, 0.8737, 0.8287, 0.8319, 0.8523, 0.8374, 0.8448, 0.8765, 0.8055,\n", + " 0.8235, 0.8195, 0.8551, 0.8409, 0.7130, 0.8173, 0.8576, 0.8078, 0.8684,\n", + " 0.8268, 0.8603, 0.8287, 0.8431, 0.8518, 0.8490, 0.8255, 0.8466, 0.7696,\n", + " 0.7390, 0.8802, 0.7581, 0.8102, 0.8550, 0.8585, 0.8543, 0.8149, 0.8533,\n", + " 0.6694, 0.8316, 0.8116, 0.8549, 0.8527, 0.8419, 0.8721, 0.8282, 0.8831,\n", + " 0.8744, 0.8505, 0.8214, 0.8086, 0.8781, 0.7916, 0.8524, 0.8861, 0.8635,\n", + " 0.8352, 0.8579, 0.7715, 0.7911, 0.8321, 0.8171, 0.6700, 0.8198, 0.8431,\n", + " 0.8488, 0.8749, 0.8793, 0.8365, 0.8098, 0.8422, 0.8285, 0.8624, 0.8755,\n", + " 0.8568, 0.8661, 0.8732, 0.7917, 0.8107, 0.8812, 0.8408, 0.8571, 0.8828,\n", + " 0.8685, 0.8684, 0.8504, 0.8722, 0.9007, 0.8701, 0.8054, 0.8669, 0.8274,\n", + " 0.8545, 0.8034, 0.8607, 0.8824, 0.7499, 0.8631, 0.8657, 0.8434, 0.8618,\n", + " 0.8228, 0.8947, 0.8136, 0.7380, 0.8395, 0.8458, 0.8269, 0.8054, 0.7550,\n", + " 0.7901, 0.8525, 0.8773, 0.8834, 0.8585, 0.8617, 0.8814, 0.8076, 0.8558,\n", + " 0.7850, 0.8781, 0.6148, 0.8722, 0.8591, 0.7351, 0.8280, 0.8473, 0.8819,\n", + " 0.8672, 0.8742, 0.8716, 0.8414, 0.7193, 0.8518, 0.8273, 0.8096, 0.8381,\n", + " 0.8805, 0.8827, 0.8333, 0.8622, 0.8737, 0.8362, 0.8164, 0.7726, 0.8727,\n", + " 0.8462, 0.8663, 0.8435, 0.8238, 0.8678, 0.8656, 0.8517, 0.8099, 0.9165,\n", + " 0.8440, 0.8802, 0.8240, 0.7383, 0.8719, 0.8327, 0.8388, 0.8236, 0.8566,\n", + " 0.8728, 0.8722, 0.7585, 0.8690, 0.8710, 0.8547, 0.8298, 0.8225, 0.8295,\n", + " 0.8641, 0.8390, 0.8330, 0.8174, 0.8615, 0.8602, 0.8062, 0.8712, 0.8588,\n", + " 0.8208, 0.8536, 0.8642, 0.8728, 0.8518, 0.8608, 0.8787, 0.8816, 0.8606,\n", + " 0.8347, 0.8750, 0.8450, 0.3605, 0.8673, 0.8308, 0.8426, 0.8719, 0.8369,\n", + " 0.8728, 0.8719, 0.8468, 0.8075, 0.8471, 0.8247, 0.8317, 0.8740, 0.8947,\n", + " 0.8489, 0.7952, 0.8490, 0.8733, 0.8535, 0.7988, 0.8392, 0.8731, 0.8046,\n", + " 0.8275, 0.8720, 0.8360, 0.8292, 0.8803, 0.8350, 0.8392, 0.8758, 0.8782,\n", + " 0.8547, 0.8273, 0.8488, 0.8589, 0.8805, 0.7365, 0.8435, 0.7380, 0.8851,\n", + " 0.8228, 0.8123, 0.8357, 0.8537, 0.8055, 0.8680, 0.7888, 0.8794, 0.7968,\n", + " 0.8567, 0.8146, 0.8700, 0.8776, 0.8188, 0.8404, 0.8671, 0.8441, 0.8313,\n", + " 0.8753, 0.8180, 0.7558, 0.8630, 0.8298, 0.8576, 0.8165, 0.8508, 0.7944,\n", + " 0.8691, 0.8801, 0.8437, 0.8294, 0.8895, 0.8942, 0.8803, 0.8706, 0.8312,\n", + " 0.8419, 0.8357, 0.7475, 0.8898, 0.8482, 0.8487, 0.8293, 0.8089, 0.8071,\n", + " 0.8483, 0.8517, 0.8547, 0.8130, 0.8505, 0.8551, 0.8415, 0.8540, 0.8348,\n", + " 0.8571, 0.8214, 0.8359, 0.8765, 0.8534, 0.7263, 0.8557, 0.8272, 0.8522,\n", + " 0.8439, 0.8572, 0.8106, 0.8487, 0.8577, 0.8643, 0.8201, 0.8711, 0.8847,\n", + " 0.8578, 0.7513, 0.8307, 0.8592, 0.8167, 0.8239, 0.8572, 0.8526, 0.8087,\n", + " 0.8349, 0.8988, 0.8229, 0.8677, 0.8598, 0.8774, 0.8197, 0.8224, 0.8468,\n", + " 0.8826, 0.8484, 0.7918, 0.8607, 0.7570, 0.8154, 0.8399, 0.8737, 0.7687,\n", + " 0.8784, 0.8292, 0.8466, 0.8754, 0.8617, 0.8816, 0.8652, 0.7685, 0.8105,\n", + " 0.8219, 0.8993, 0.8539, 0.8825, 0.8512, 0.8600, 0.8564, 0.8301, 0.9394,\n", + " 0.8273, 0.7551, 0.8684, 0.8312, 0.8594, 0.7474, 0.8507, 0.8460, 0.8039,\n", + " 0.8309, 0.8790, 0.8030, 0.8403, 0.8621, 0.8767, 0.8593, 0.8550, 0.8069,\n", + " 0.8467, 0.8672, 0.8607, 0.8382, 0.8582, 0.8738, 0.8056, 0.8437, 0.8181,\n", + " 0.8746, 0.8595, 0.8754, 0.8415, 0.8970, 0.8579, 0.7842, 0.8468, 0.8540,\n", + " 0.8901, 0.7507, 0.8716, 0.8732, 0.8113, 0.8806, 0.8623, 0.8554, 0.8578,\n", + " 0.8705, 0.7605, 0.8879, 0.8346, 0.8858, 0.8802, 0.8706, 0.8765, 0.8564,\n", + " 0.7904, 0.8331, 0.8464, 0.8705, 0.8748, 0.8686, 0.8722, 0.9041, 0.8782,\n", + " 0.8458, 0.8678, 0.8056, 0.8723, 0.7992, 0.8448, 0.8561, 0.8935, 0.7870,\n", + " 0.8690, 0.8135, 0.7899, 0.8627, 0.8264, 0.8856, 0.8647, 0.8282, 0.7822,\n", + " 0.8601, 0.8762, 0.8675, 0.8515, 0.8428, 0.8436, 0.8447, 0.8702, 0.8807,\n", + " 0.8391, 0.7647, 0.8323, 0.8204, 0.8700, 0.8275, 0.8655, 0.8883, 0.8170,\n", + " 0.8487, 0.8374, 0.8063, 0.8738, 0.8181, 0.8799, 0.8419, 0.8423, 0.8822,\n", + " 0.8550, 0.8064, 0.8906, 0.8450, 0.8298, 0.8212, 0.7523, 0.8028, 0.7714,\n", + " 0.8672, 0.8640, 0.8485, 0.8725, 0.9034, 0.8567, 0.8755, 0.8681, 0.8208,\n", + " 0.8643, 0.8425, 0.8491, 0.8429, 0.7304, 0.8777, 0.8486, 0.8192, 0.8737,\n", + " 0.8651, 0.8164, 0.8204, 0.8622, 0.8492, 0.8875, 0.8778, 0.8220, 0.8664,\n", + " 0.8709, 0.8530, 0.7975, 0.8956, 0.8540, 0.8792, 0.8446, 0.8926, 0.8378,\n", + " 0.8757, 0.8462, 0.8488, 0.8330, 0.7999, 0.8486, 0.7237, 0.8816, 0.8567,\n", + " 0.8454, 0.8732, 0.8711, 0.8406, 0.7889, 0.8177, 0.8738, 0.8788, 0.7708,\n", + " 0.8543, 0.7746, 0.8650, 0.8549, 0.8636, 0.8492, 0.8459, 0.8870, 0.8353,\n", + " 0.8070, 0.8648, 0.8867, 0.8493, 0.8528, 0.8633, 0.8440, 0.8369, 0.8392,\n", + " 0.8508, 0.8595, 0.8613, 0.8635, 0.9353, 0.7436, 0.8409, 0.8635, 0.8224,\n", + " 0.9011, 0.7929, 0.8672, 0.8570, 0.8690, 0.8446, 0.8287, 0.8440, 0.8363,\n", + " 0.8587, 0.8551, 0.8699, 0.8736, 0.8678, 0.8276, 0.8389, 0.8419, 0.8168,\n", + " 0.7627, 0.8627, 0.8457, 0.7721, 0.8526, 0.8262, 0.8438, 0.8070, 0.8577,\n", + " 0.8145, 0.8585, 0.8922], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.3389e-02, -7.8146e-02, -1.5187e-02, 4.9364e-02, -1.2378e-01,\n", + " 6.0740e-03, -1.2157e-01, -7.4334e-02, -3.0699e-02, 1.6624e-02,\n", + " -5.8367e-03, -1.1752e-01, -1.5165e-02, -7.0424e-02, -3.3998e-02,\n", + " -5.6228e-02, -1.6126e-02, -2.0358e-02, -7.2704e-03, -1.6620e-01,\n", + " -1.3491e-01, 6.6764e-02, -1.0481e-01, -1.1139e-01, -2.6124e-02,\n", + " -1.3638e-01, -7.3595e-02, 5.6893e-02, 6.0646e-02, -4.0648e-02,\n", + " -3.5358e-02, -4.8420e-02, -1.3162e-01, 7.3317e-02, -8.2899e-02,\n", + " -2.3175e-02, -7.4828e-03, -1.0762e-01, -1.0366e-01, 1.3693e-01,\n", + " -1.7036e-02, 6.8883e-02, -3.5772e-02, -7.7894e-02, -4.1511e-02,\n", + " 1.8290e-02, -2.2340e-02, -2.9749e-03, -6.3658e-02, 3.0437e-02,\n", + " 6.8869e-02, -1.0680e-02, -1.5772e-01, 8.8168e-02, -5.6098e-02,\n", + " -1.4416e-02, -6.4163e-02, 7.7662e-02, -5.5220e-02, 1.2235e-02,\n", + " -2.6175e-03, -3.4382e-02, 3.1276e-02, 2.1240e-02, -5.9531e-02,\n", + " -7.4883e-02, -4.5573e-02, -1.6078e-02, -5.0804e-02, 2.9503e-02,\n", + " 9.7377e-02, -7.9298e-02, -6.5855e-03, -9.1787e-03, -9.8382e-02,\n", + " 2.7689e-03, -3.0664e-02, -6.9915e-02, -4.7407e-02, -5.4694e-02,\n", + " -1.8888e-02, -5.6422e-02, -4.2600e-02, -1.0609e-01, -3.8892e-02,\n", + " -8.8358e-03, 1.8340e-02, -8.6309e-02, -4.1792e-02, -6.5735e-02,\n", + " -2.5563e-02, 3.6305e-02, -2.4891e-01, -5.9377e-03, -6.6000e-02,\n", + " -1.0371e-02, -6.7276e-02, 2.4307e-02, -6.6734e-04, -1.9480e-02,\n", + " -7.0743e-02, -6.1685e-02, -5.5626e-02, 2.7738e-02, -3.3221e-02,\n", + " 5.6605e-02, 1.3881e-02, -1.7326e-02, -1.4431e-02, -6.0722e-02,\n", + " -1.1407e-02, -4.4173e-02, 6.1159e-02, 4.5665e-02, 1.2866e-02,\n", + " -4.4355e-02, -5.2593e-02, -3.4782e-02, 2.0621e-02, -1.0367e-01,\n", + " 7.0776e-03, 9.5551e-02, -9.4746e-03, -5.6597e-02, -6.0970e-02,\n", + " 1.4990e-02, 2.9833e-03, -6.8834e-02, -4.8858e-02, -1.7527e-03,\n", + " -5.9037e-02, -5.8561e-02, 2.0240e-02, 2.2794e-02, -4.0826e-02,\n", + " 3.4098e-02, -1.3788e-02, -5.6783e-02, 6.1967e-02, 3.4751e-02,\n", + " 2.8043e-03, -5.2202e-02, -4.0935e-02, 1.5505e-02, -7.9349e-02,\n", + " 1.4866e-01, -2.6388e-02, -2.7213e-02, -1.9504e-03, -1.5980e-01,\n", + " -2.3273e-02, -9.7225e-02, 7.0782e-02, -3.6405e-02, -6.3262e-02,\n", + " -4.0503e-02, -8.6672e-02, -1.3646e-01, -6.8186e-02, 1.1799e-03,\n", + " -4.1899e-02, -5.9378e-03, 2.0544e-03, -7.4270e-02, -2.6864e-03,\n", + " -1.0329e-01, -7.2054e-02, 2.0726e-02, 2.1014e-01, 3.9982e-03,\n", + " -1.4780e-02, -5.3805e-02, -2.4979e-02, -1.8158e-01, -5.8935e-02,\n", + " -1.1693e-01, -5.4971e-02, -7.1667e-02, -4.4731e-02, -7.2157e-02,\n", + " -6.6749e-03, -6.8350e-02, -4.3546e-03, -1.1431e-01, -6.9510e-02,\n", + " 3.9778e-04, -1.2192e-01, -8.2835e-02, -1.1100e-01, -1.6360e-02,\n", + " -9.4720e-04, 3.8822e-02, -1.2937e-01, -6.6568e-03, -6.6026e-02,\n", + " -7.0611e-02, -6.8347e-03, -1.0215e-01, -1.9692e-02, -2.5393e-03,\n", + " 6.0752e-02, -5.2329e-02, -3.9446e-02, -7.2990e-02, 2.7267e-02,\n", + " -8.5641e-02, -6.6854e-02, -2.9856e-02, -6.5221e-02, -9.1596e-03,\n", + " -1.3267e-02, 1.5497e-02, -6.9401e-02, -6.9913e-02, -7.4434e-02,\n", + " 1.7725e-03, -1.7745e-03, -6.9813e-03, -5.9603e-02, 2.1686e-02,\n", + " -1.9219e-02, -7.9854e-02, -2.6831e-02, -4.5006e-02, -1.3388e-02,\n", + " -1.3883e-01, -8.1510e-02, -1.5737e-02, -9.3582e-02, -3.8798e-02,\n", + " -6.8676e-02, 4.2852e-03, -4.9037e-02, -1.9421e-02, -3.7804e-02,\n", + " -5.6773e-02, -1.3499e-03, -4.2134e-02, -3.6636e-02, 6.0326e-02,\n", + " -1.5341e-02, -4.4215e-02, -1.5338e-02, -3.7700e-02, -5.2998e-02,\n", + " -3.6929e-02, 5.8952e-02, -6.1345e-02, 6.3217e-02, 1.2824e-01,\n", + " -5.7496e-02, -1.0341e-01, 1.3045e-02, 1.6130e-03, -1.8820e-02,\n", + " 1.5957e-02, 2.8315e-02, -1.8158e-02, -4.7931e-02, -1.9802e-02,\n", + " -5.7894e-02, -8.0922e-05, -7.7679e-02, -3.5235e-02, -4.0412e-02,\n", + " -1.9361e-02, -4.6835e-02, -4.6512e-02, -6.8251e-02, -4.6205e-02,\n", + " -5.5512e-02, -2.5611e-02, -1.8497e-02, -8.9520e-03, -1.0955e-02,\n", + " -8.6391e-02, 1.4369e-02, 3.5184e-02, 2.3531e-02, 3.9976e-02,\n", + " -8.6150e-02, -4.7442e-02, -6.5717e-02, -4.5177e-03, 3.2740e-02,\n", + " -3.4984e-02, -1.0084e-01, -1.2032e-01, -1.1682e-01, -2.1366e-02,\n", + " -7.6990e-02, 4.7236e-03, 4.8647e-02, -1.4448e-02, -1.0190e-01,\n", + " -2.9733e-03, -5.3484e-03, -1.5534e-01, -3.5705e-02, -1.6074e-02,\n", + " -6.0217e-02, -6.2829e-02, 2.0860e-02, -7.0266e-02, -1.8365e-01,\n", + " -3.2847e-02, 4.1919e-02, 3.6536e-03, 1.9984e-01, -2.4901e-02,\n", + " -2.6132e-02, -1.3084e-02, -2.7110e-02, -1.2457e-02, -3.4530e-02,\n", + " -5.1074e-02, -4.1576e-02, -8.0736e-02, 1.5545e-03, -8.4422e-02,\n", + " 1.0751e-02, -4.9245e-02, -1.0267e-01, 5.0836e-02, -3.8489e-02,\n", + " -8.1442e-02, 9.1681e-03, -1.2690e-02, -3.3956e-02, -4.6015e-02,\n", + " -3.7160e-04, -3.5768e-02, -3.3626e-02, -1.4296e-01, -3.5499e-02,\n", + " -4.6868e-02, 1.5818e-02, 1.6118e-02, -1.9163e-02, -6.2607e-02,\n", + " -3.4633e-02, -9.3520e-02, -5.8366e-02, -9.5625e-03, -1.4373e-02,\n", + " -1.0020e-01, -2.6668e-02, 3.8042e-02, 1.1182e-02, 6.6775e-02,\n", + " 1.5655e-02, -8.3421e-02, -3.3893e-02, -8.7381e-02, -5.5014e-02,\n", + " 2.1675e-02, -5.6819e-02, -2.1904e-02, 2.8515e-03, -4.0254e-02,\n", + " -5.5728e-02, -1.0380e-02, -2.1046e-02, -6.8186e-02, -2.7555e-02,\n", + " 1.3325e-02, -7.1420e-03, -6.7668e-02, 1.4636e-02, -2.7310e-02,\n", + " 3.2478e-03, -2.5547e-02, -5.9412e-02, -5.6467e-03, -2.8307e-03,\n", + " -4.8422e-02, -5.3293e-02, -3.8171e-02, -5.0816e-03, -5.9606e-02,\n", + " -6.0855e-03, -8.2992e-02, -6.6941e-02, 7.3319e-02, -2.8197e-02,\n", + " -1.9646e-02, 5.9431e-02, -8.1417e-02, -1.6284e-02, 4.2489e-02,\n", + " -3.6173e-02, -2.4816e-02, -9.6639e-02, -4.8997e-02, -1.0687e-01,\n", + " -2.9436e-02, 3.6763e-02, 2.0614e-02, -3.9979e-02, -1.5004e-02,\n", + " -2.0843e-02, 9.1558e-03, -2.8928e-02, 1.5468e-03, 2.4292e-02,\n", + " 6.7384e-02, -6.4620e-02, -3.1724e-02, -1.0226e-01, -1.8684e-02,\n", + " 7.1946e-03, -1.5016e-03, -6.9163e-02, -7.4972e-02, 7.4641e-03,\n", + " -4.3573e-02, -2.0955e-02, -3.7240e-02, -2.1079e-02, -1.0696e-02,\n", + " -2.1610e-02, 9.7171e-02, -3.5860e-02, 1.3765e-02, 3.6449e-02,\n", + " -7.2422e-02, -6.9233e-02, 1.6382e-02, 3.3740e-02, -9.6832e-02,\n", + " -3.5169e-02, 3.3455e-02, 4.9352e-02, -7.8822e-02, -1.8390e-02,\n", + " -9.9369e-02, 4.6666e-02, -2.9288e-02, 2.9514e-02, 6.7404e-02,\n", + " -5.3127e-02, -2.0199e-02, -4.8822e-02, -1.1905e-02, -2.0793e-02,\n", + " -4.4032e-02, 3.7631e-02, -7.1869e-02, 1.6356e-02, 7.5818e-02,\n", + " -3.8039e-02, -4.6504e-02, -1.1369e-01, 4.5828e-02, -7.7209e-02,\n", + " -2.1428e-02, -4.6945e-02, -4.7267e-02, -1.1646e-02, 3.1022e-03,\n", + " -4.1817e-02, 4.6169e-02, -7.5780e-03, -1.0546e-01, -1.0937e-01,\n", + " 1.2313e-02, 6.8734e-03, -6.5777e-02, -5.2056e-02, -3.2560e-02,\n", + " -6.7540e-02, 5.0446e-02, -2.2973e-02, 8.6055e-03, 1.2027e-02,\n", + " -1.0720e-02, 1.0086e-02, -4.7658e-02, 2.8386e-02, 2.6805e-03,\n", + " -4.0492e-02, -9.3397e-02, 5.5646e-03, -2.8198e-02, -4.3778e-02,\n", + " -3.8326e-02, -8.2925e-02, -1.0266e-01, 6.5590e-02, -1.1023e-02,\n", + " -3.3891e-02, -2.9244e-02, -8.5633e-02, -2.1987e-02, 1.3638e-02,\n", + " -2.1108e-03, 2.5683e-02, -2.3884e-02, -2.4206e-02, -9.3167e-02,\n", + " -3.9056e-02, -3.0997e-02, -2.7000e-02, -4.1342e-02, -2.4418e-03,\n", + " -1.9869e-02, 2.4832e-02, -3.3164e-02, -5.3940e-03, -4.2046e-02,\n", + " 1.1206e-03, 3.6158e-03, -5.1351e-02, -3.2362e-02, 1.4758e-02,\n", + " -1.4113e-01, 6.5002e-03, -3.6541e-04, 9.6244e-02, -2.8551e-02,\n", + " 3.2290e-02, -1.0132e-01, -6.0553e-02, 4.0784e-02, 3.9915e-02,\n", + " -2.0422e-02, -5.2777e-02, -2.5171e-02, -5.0408e-02, -5.2359e-02,\n", + " 2.1583e-03, -2.5917e-02, -4.1552e-02, -1.9812e-02, -4.3275e-02,\n", + " -7.5803e-03, -1.5576e-02, -3.6924e-02, -4.9288e-02, 3.7408e-02,\n", + " -4.2564e-02, 2.0741e-02, 3.2045e-02, -6.0468e-02, 1.8512e-02,\n", + " 1.1670e-01, 4.0734e-02, -6.1621e-03, -1.1069e-01, -6.1495e-02,\n", + " 3.6341e-03, 1.8534e-03, -1.1933e-01, -6.4872e-02, -8.3034e-02,\n", + " 8.2541e-03, -5.3457e-02, -4.1378e-02, -9.4842e-02, -1.0008e-02,\n", + " 1.9293e-02, 3.8264e-02, 2.3504e-02, -4.0267e-02, 1.3512e-02,\n", + " -3.9800e-02, -6.9009e-02, 9.3100e-04, -3.2082e-02, -2.5436e-02,\n", + " -2.8157e-02, -4.9130e-02, -4.4959e-02, -6.3754e-02, 1.4592e-02,\n", + " -3.0599e-02, 7.5835e-03, 2.3284e-02, -8.3963e-02, -4.6972e-02,\n", + " 3.2426e-02, -1.7388e-02, -1.1735e-01, -2.2062e-02, -3.4144e-02,\n", + " -3.9244e-02, -2.1533e-01, -5.0096e-02, -3.2821e-02, -2.8900e-02,\n", + " -3.6343e-02, -2.5096e-02, -6.6319e-02, -2.6967e-02, -1.1719e-01,\n", + " -5.2741e-02, -1.7221e-02, -2.7350e-02, -7.3665e-02, -4.0295e-02,\n", + " -3.6311e-02, -5.9804e-02, 3.4381e-02, -7.2795e-02, -5.0776e-02,\n", + " -8.6686e-02, -6.0666e-02, -1.0334e-01, -5.7042e-02, -6.3789e-03,\n", + " -2.8310e-02, 2.2057e-02, -1.6535e-02, -3.3240e-02, 1.3140e-03,\n", + " -3.9462e-02, -7.9280e-03, -4.1924e-02, -5.5034e-02, -4.0113e-02,\n", + " -6.3852e-02, 9.2630e-03, -7.1945e-02, -3.8760e-02, 1.5426e-03,\n", + " -1.0209e-01, -1.3323e-01, -2.8256e-04, -7.4132e-02, -6.3771e-02,\n", + " -1.1038e-01, -1.2273e-01, -5.4604e-02, -1.1331e-01, -5.5965e-02,\n", + " -6.4289e-02, -3.5484e-02, -5.9163e-02, -6.3143e-02, -1.2768e-01,\n", + " 3.7007e-02, -7.2868e-02, -8.5610e-02, -5.1656e-02, -2.5092e-02,\n", + " 4.3444e-03, -1.0650e-01, -1.7487e-05, 2.3188e-03, -5.3462e-02,\n", + " -4.3180e-02, -1.0908e-01, -6.1682e-02, -8.3333e-02, 3.0812e-02,\n", + " 1.4865e-02, -6.5305e-02, -4.4262e-02, -9.1709e-03, -4.7452e-02,\n", + " -5.1129e-02, -1.8441e-02, -9.9431e-02, 2.1768e-02, -5.7378e-02,\n", + " -3.6988e-03, -8.1026e-02, -4.6133e-02, -4.3225e-02, -6.6684e-02,\n", + " -4.4929e-02, -3.5117e-02, -1.7134e-02, 5.4438e-03, -7.2704e-02,\n", + " 2.3910e-03, -1.3980e-01, -9.5047e-02, -1.4298e-01, 8.5582e-03,\n", + " -5.0644e-02, -5.3642e-03, -1.4267e-01, 2.0882e-02, 3.3397e-03,\n", + " 1.0026e-02, -8.9137e-02, -3.8250e-03, 2.3568e-03, -3.2304e-02,\n", + " -1.1396e-02, -6.4761e-02, -6.9213e-02, -5.1959e-02, 5.0066e-03,\n", + " -8.3821e-02, 3.9198e-02, 2.6591e-03, -4.3446e-02, 5.2734e-03,\n", + " -9.7001e-02, -1.5794e-02, 2.4573e-02, -3.7396e-02, -6.0982e-02,\n", + " -3.9690e-02, -6.3329e-02, -7.2375e-02, -7.3357e-02, -8.3798e-02,\n", + " 4.2441e-02, -9.7175e-02, -7.7547e-02, -7.5867e-02, -1.8860e-02,\n", + " -6.8656e-02, -4.1121e-02, -9.1098e-02, -6.1413e-02, -1.5547e-02,\n", + " 9.2422e-03, 3.2711e-02, -4.3279e-02, -6.8365e-03, -8.3996e-02,\n", + " -3.7471e-02, -2.2081e-02, -2.4063e-02, 2.4204e-02, -6.5547e-02,\n", + " 1.1489e-02, -8.7257e-02, -9.9992e-02, -8.0922e-02, -1.5973e-01,\n", + " -3.0028e-02, -7.3147e-02, -3.5221e-02, -2.1385e-02, -2.1494e-02,\n", + " -6.6256e-02, -3.1535e-02, -8.3642e-02, -3.9154e-04, -3.1387e-02,\n", + " -1.2461e-01, 5.4499e-03, -1.7747e-02, -5.6391e-02, -5.1230e-02,\n", + " -3.1023e-02, 3.8210e-02, 1.3864e-02, -8.0407e-02, 1.9638e-02,\n", + " -5.8945e-03, 9.6688e-02, -1.0094e-01, 6.3423e-03, -5.5802e-02,\n", + " -4.6828e-02, -9.2735e-02, -6.5636e-02, 7.1172e-02, -2.6342e-02,\n", + " -3.1114e-02, -4.2639e-02, -5.2348e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.5912e-03, -1.6424e-02, -4.3911e-02, 1.0857e-02, 2.9259e-02,\n", + " 3.8224e-02, 3.7853e-02, 1.2556e-01, -4.2730e-03, 4.3932e-02,\n", + " 1.0714e-01, -4.1194e-03, -2.5250e-02, -2.7103e-02, 1.0655e-01,\n", + " -3.3573e-01, 2.1987e-02, 2.9880e-01, 3.6259e-02, 1.1891e-01,\n", + " -7.3538e-03, -6.6152e-02, -6.1535e-02, 2.1165e-02, 6.9675e-02,\n", + " 2.2989e-02, -4.1221e-02, -3.9515e-02, 1.8843e-02, -5.0870e-03,\n", + " -3.7897e-02, 3.7795e-02, -5.5170e-04, -1.1252e-01, -3.8633e-02,\n", + " 3.0811e-02, 2.6094e-02, 7.7577e-03, -6.9640e-03, 6.2661e-02,\n", + " 3.7838e-02, 2.8637e-03, 3.9635e-03, 4.4207e-02, 2.0721e-01,\n", + " 1.7665e-02, 4.7966e-02, 2.8487e-02, -4.4289e-02, 5.4586e-02,\n", + " 2.2122e-02, -3.4621e-02, -8.0288e-03, 5.7201e-02, -3.7114e-02,\n", + " -4.8322e-02, 8.9633e-02, -4.8085e-02, -3.8415e-01, 1.0417e-01,\n", + " -3.8908e-02, 6.0704e-03, 3.0815e-03, -3.9554e-01, 5.2970e-02,\n", + " -3.6529e-02, 2.0717e-01, 4.6412e-01, 2.9401e-02, -1.9354e-02,\n", + " 1.2639e-01, 1.9137e-01, 1.7624e-01, 5.5404e-02, -1.0558e-01,\n", + " -1.3806e-01, -6.7642e-02, 4.4110e-01, -2.6764e-02, -7.8571e-02,\n", + " 2.5340e-02, -4.5858e-01, 2.4244e-01, -4.4159e-01, 2.4201e-02,\n", + " 1.4278e-01, -9.1706e-02, 4.7947e-03, 3.2997e-01, 1.5395e-01,\n", + " 1.0240e-01, -5.3729e-01, 5.5615e-02, -1.0642e-01, -1.5436e-01,\n", + " 2.2473e-01, 8.9007e-02, -6.4563e-02, -3.1301e-02, 2.2661e-01,\n", + " -8.2042e-02, -2.8620e-02, 2.2845e-01, 2.6992e-01, -1.7095e-01,\n", + " 2.5565e-01, 1.0316e-01, -3.7198e-01, 9.4925e-02, 1.9886e-01,\n", + " 6.9268e-01, 1.6971e-01, 5.2384e-02, 6.4958e-02, 1.9701e-01,\n", + " -1.0830e-01, 4.3476e-02, -3.2698e-03, 1.4501e-01, 1.9784e-01,\n", + " -7.6028e-02, 1.0071e-01, -2.1429e-02, 2.1830e-01, 2.1558e-01,\n", + " 1.6437e-01, 1.5758e-01, -1.0904e-01, -1.0095e-01, 2.7656e-02,\n", + " 9.1177e-02, -1.4425e-01, -1.8117e-01, -5.8829e-02, 7.6222e-02,\n", + " -6.3339e-03, -1.9012e-01, 4.8123e-02, -5.9014e-02, 5.3354e-02,\n", + " -6.5942e-02, 2.1280e-01, 1.1882e-01, -1.5492e-01, 1.3237e-01,\n", + " -2.7951e-02, 5.1356e-02, -7.1558e-02, -1.7209e-02, 8.2524e-03,\n", + " 2.0905e-01, 1.5437e-01, 1.3035e-01, -4.2647e-02, -3.4494e-02,\n", + " 4.1742e-02, -1.3027e-01, 1.2299e-01, 1.8786e-02, 1.0155e-01,\n", + " 1.3283e-01, 1.0329e-01, 4.6564e-03, 8.3927e-02, -1.3115e-01,\n", + " 5.5158e-02, 9.9577e-02, -3.2615e-02, -1.2484e-01, 6.3874e-02,\n", + " -7.8139e-02, 1.0337e-01, -2.9284e-02, -5.6458e-02, -4.6135e-03,\n", + " 8.9974e-02, -3.5451e-02, 3.7848e-02, 9.0604e-02, 2.1019e-03,\n", + " -5.3705e-02, -1.3505e-02, -4.5258e-02, -3.7951e-02, -1.5813e-02,\n", + " 8.9630e-02, 1.2442e-01, 3.1157e-02, 1.0692e-01, 8.2162e-04,\n", + " 3.6511e-02, -2.4814e-03, 7.5802e-03, 4.3852e-02, 5.6886e-02,\n", + " 2.1101e-02, -2.7057e-01, -2.1921e-01, -3.0648e-02, -1.3477e-01,\n", + " 2.0448e-02, 2.2399e-03, 3.9702e-02, 2.7033e-02, -4.7382e-02,\n", + " 9.8127e-02, -1.1716e-01, 1.3557e-01, 3.6525e-01, -6.9731e-02,\n", + " -3.3294e-02, -3.8188e-01, -3.3526e-02, -7.1491e-02, -2.2764e-02,\n", + " 3.2905e-02, -1.8647e-01, -8.5401e-03, -2.5709e-01, -7.4387e-02,\n", + " 4.5647e-02, -4.9040e-02, 4.0683e-03, 4.1907e-02, 3.2759e-02,\n", + " -2.9398e-02, 8.3812e-03, -2.1961e-02, 4.1746e-01, -8.3542e-03,\n", + " -1.1418e-02, -1.3068e-01, 5.8291e-02, -1.1170e-01, -9.1822e-02,\n", + " -6.7537e-02, -1.2815e-03, 6.9326e-02, 3.8211e-02, -3.6058e-03,\n", + " -5.2787e-02, 1.2528e-01, -1.0024e-01, -1.8233e-02, 2.3149e-02,\n", + " 4.7030e-02, -1.2899e-01, 4.6959e-02, -2.3690e-02, -2.0423e-01,\n", + " 7.4868e-02, -4.3715e-02, -1.5710e-02, 1.4522e-01, 1.2971e-02,\n", + " 8.5170e-02, 1.7102e-02, 1.0468e-02, -2.8531e-02, -5.3729e-02,\n", + " -1.0061e-02, -1.9362e-02, 1.4308e-02, -1.7241e-02, 3.6652e-02,\n", + " 1.0094e-01, 3.8465e-02, -6.5213e-02, 7.4116e-03, 1.3366e-01,\n", + " -6.5816e-02, 3.4065e-02, 4.6007e-02, 1.8067e-02, -4.3615e-02,\n", + " 1.5912e-02, -4.0803e-02, 9.7425e-03, 6.7239e-02, 1.7727e-02,\n", + " 3.8714e-02, -5.3047e-02, -1.1748e-01, -7.8887e-02, -5.4824e-03,\n", + " 5.5216e-03, 1.3256e-01, -6.2859e-02, -2.4573e-02, 3.3674e-02,\n", + " 3.2457e-01, -7.2274e-02, 1.0478e-02, 1.5488e-03, -1.5474e-01,\n", + " -9.1489e-03, -2.2618e-03, 1.6883e-02, -2.5670e-02, 3.8710e-02,\n", + " 3.4172e-02, 5.2598e-02, -2.2284e-03, 1.1993e-01, 6.0012e-02,\n", + " 5.2764e-02, -1.5082e-02, 4.3706e-02, 3.9816e-02, -2.1385e-02,\n", + " 4.3898e-02, 4.1764e-03, 5.1358e-02, 3.1889e-02, 4.4821e-02,\n", + " -2.9289e-02, 4.2208e-02, -1.1511e-02, -2.1092e-02, -3.2316e-02,\n", + " -4.4178e-02, -2.3292e-02, -1.0203e-01, 9.6889e-03, 5.2634e-02,\n", + " 2.2308e-02, -1.4380e-01, -8.6624e-02, -3.8674e-02, 2.9635e-02,\n", + " 1.0241e-01, -1.0876e-02, -1.3441e-01, -2.4815e-02, 1.9778e-02,\n", + " 7.0630e-02, -2.5737e-02, -2.5264e-02, 5.2150e-02, -7.2390e-03,\n", + " 1.2988e-02, -5.4700e-02, -1.3546e-02, 5.2861e-02, 2.3842e-02,\n", + " 3.7984e-02, 8.9865e-02, 4.9519e-02, -1.9171e-01, 5.0067e-02,\n", + " -2.0593e-02, -2.4287e-02, -1.9949e-02, -7.0633e-02, 9.4272e-02,\n", + " -1.0581e-02, -5.0317e-02, -2.3189e-02, 5.7853e-02, -8.7152e-02,\n", + " 4.3887e-02, -4.1857e-03, -5.0723e-02, -2.1919e-01, 5.6434e-02,\n", + " -3.0021e-02, -3.1631e-03, -3.8121e-02, 2.3206e-02, 3.2257e-02,\n", + " 9.9829e-02, 4.6678e-02, 6.5119e-02, 6.9562e-03, -7.3002e-02,\n", + " 2.0252e-02, -1.7224e-02, 1.5223e-02, 2.3323e-02, 1.9847e-03,\n", + " -6.7857e-03, -7.4739e-02, 4.8717e-02, -3.2571e-01, -1.2454e-01,\n", + " -4.5429e-02, 1.9708e-02, -7.3680e-02, 2.3265e-01, -8.7182e-03,\n", + " -1.0204e-01, 3.3727e-02, -7.3259e-02, 2.2619e-02, -1.7984e-02,\n", + " 4.5505e-01, -5.9161e-02, -4.1153e-01, -1.2031e-01, 4.0357e-03,\n", + " -3.5379e-01, 7.8171e-03, 1.4996e-01, -2.4924e-02, 4.6899e-02,\n", + " 7.6243e-02, 2.4972e-01, -6.4979e-02, 6.2109e-02, -1.2002e-01,\n", + " -2.9160e-01, -3.5352e-02, -5.0997e-02, 1.2023e-01, -1.2378e-01,\n", + " -8.7091e-02, 4.7569e-01, 8.5312e-02, -1.0191e-02, 1.6051e-01,\n", + " -2.5819e-02, 9.8644e-03, 1.2449e-01, 7.9495e-02, -9.6800e-02,\n", + " 3.6255e-01, -3.3966e-02, -3.8393e-02, 5.2749e-03, 2.5675e-02,\n", + " -1.1624e-01, 1.8276e-02, -3.4285e-02, -2.5731e-02, 1.7973e-02,\n", + " 7.5995e-02, 2.9130e-01, 1.6365e-01, 3.0780e-01, 1.4026e-01,\n", + " -5.5177e-01, 1.2614e-01, -7.8507e-02, 8.0791e-02, 1.3600e-01,\n", + " 4.6170e-03, -1.7694e-03, -5.1985e-01, 5.8065e-02, 5.5472e-02,\n", + " 3.2590e-01, 1.3966e-01, 1.7110e-02, -9.5001e-02, -1.2401e-04,\n", + " -4.3535e-02, -5.4794e-02, -1.5199e-01, 5.8522e-02, 2.3191e-02,\n", + " 7.5608e-02, -4.4530e-01, -1.1943e-01, -6.5290e-03, 1.7627e-01,\n", + " -3.8651e-02, -5.7398e-02, -3.8920e-02, 1.3121e-01, -3.6382e-01,\n", + " -2.0418e-02, -2.8093e-01, 7.2004e-02, -9.0997e-02, -2.5895e-01,\n", + " 1.6368e-01, -2.9575e-02, 9.0202e-02, 7.2816e-02, 1.0246e-01,\n", + " 1.5573e-01, 2.2131e-02, -3.2519e-02, 3.8828e-01, 7.1059e-02,\n", + " -1.1226e-01, -2.4577e-01, -2.8200e-01, -3.3253e-02, 4.0593e-01,\n", + " 5.5256e-02, 2.7140e-02, 1.0959e-01, -2.4144e-01, 9.2840e-02,\n", + " 2.3645e-01, 2.2467e-01, 9.2951e-02, -1.6590e-01, -2.3277e-02,\n", + " 2.5649e-01, -2.9617e-02, -1.7398e-01, -1.4213e-02, -9.5704e-02,\n", + " 5.6416e-02, 3.7950e-02, -1.3004e-01, -4.1674e-02, -1.3906e-01,\n", + " -6.6683e-02, -8.1266e-03, -1.7875e-01, -1.2757e-01, -1.5795e-02,\n", + " -5.5715e-02, -1.0311e-01, -1.0371e-01, -4.5280e-01, -2.2330e-02,\n", + " -7.9778e-02, -4.9942e-02, 4.1673e-02, -2.3160e-02, -3.9921e-02,\n", + " -6.3285e-02, -2.2087e-01, -1.9557e-02, -2.8350e-01, 9.5596e-02,\n", + " 7.9575e-02, 1.0237e-02, -1.4197e-01, -1.7283e-01, -6.0235e-02,\n", + " 1.1290e-02, 2.5537e-02, 8.7302e-03, 4.9353e-02, 8.3851e-03,\n", + " 1.3780e-01, 1.4688e-02, 3.3586e-02, 1.2170e-01, -1.9129e-02,\n", + " -4.2862e-02, -1.3709e-01, -2.8588e-01, -1.7320e-02, -4.6033e-02,\n", + " -5.9742e-02, 6.3494e-02, 1.4878e-01, -6.3960e-02, -1.6403e-02,\n", + " -3.4941e-02, -1.2289e-01, -2.4562e-01, -1.1674e-01, -4.0050e-03,\n", + " 1.3938e-01, -1.8474e-02, -3.6636e-02, -3.0315e-01, 8.3564e-02,\n", + " -2.9196e-02, 3.3213e-02, -1.0896e-01, -6.4976e-02, 9.1357e-02,\n", + " -2.2568e-01, 6.3275e-02, 1.1891e-02, 1.3442e-01, -2.0485e-02,\n", + " -6.9996e-02, 2.1658e-03, -5.6785e-02, -2.3337e-02, -2.5280e-02,\n", + " 1.4939e-01, -2.9381e-02, -1.2192e-01, 8.3717e-03, 1.2222e-02,\n", + " -7.6137e-02, 2.4162e-02, -2.4293e-02, -5.1924e-02, -7.0981e-03,\n", + " -1.0220e-01, -3.0324e-02, -1.1144e-02, -2.6997e-02, 5.7362e-02,\n", + " -1.0057e-01, -8.3503e-02, -1.2501e-01, 2.7531e-02, 2.9377e-01,\n", + " 1.7067e-01, -7.1781e-02, 2.3256e-02, 8.9757e-02, -5.2266e-02,\n", + " 1.4236e-02, 1.1990e-01, -1.1222e-02, 3.9556e-02, 3.6834e-02,\n", + " -1.0291e-01, -5.8141e-02, -7.0702e-02, -7.1103e-02, -2.6215e-02,\n", + " -1.6427e-02, -6.5189e-02, -2.1054e-02, -8.0678e-02, 3.0252e-02,\n", + " 4.8349e-03, 7.8968e-02, 2.8902e-02, 9.1373e-02, -2.3861e-02,\n", + " -2.2486e-02, -3.0700e-02, -5.0397e-02, -5.6370e-02, 1.0435e-04,\n", + " 6.3390e-02, 1.1405e-02, -5.4103e-02, 1.0233e-02, -1.4450e-01,\n", + " -6.9274e-02, -5.3951e-02, 5.5057e-03, 1.1218e-01, 5.5790e-02,\n", + " -2.1274e-02, -2.2143e-02, -1.9284e-01, 9.0257e-02, -1.2183e-01,\n", + " 1.4055e-01, 3.2435e-02, -1.0819e-01, -1.6113e-01, -1.8308e-01,\n", + " -4.1386e-02, -1.2644e-01, -2.7945e-02, -1.5689e-02, 6.4413e-02,\n", + " 3.7003e-02, 3.0378e-02, 1.1743e-01, -1.4135e-01, 5.5048e-02,\n", + " -6.6553e-02, 3.0404e-02, 1.5141e-02, -5.4191e-03, 2.1901e-02,\n", + " -4.5122e-02, -4.4387e-02, -3.7407e-02, 1.7802e-02, -3.8730e-01,\n", + " 1.1598e-01, -8.8872e-02, 1.4395e-01, -9.6136e-02, 4.7222e-02,\n", + " 1.4925e-01, 8.8002e-05, 1.1858e-02, 4.8092e-03, -1.6567e-02,\n", + " 1.6598e-01, 7.0762e-02, 4.9061e-03, 6.2220e-03, -4.8835e-02,\n", + " -3.3940e-02, 2.7898e-01, -4.8856e-02, 2.1224e-01, 1.1182e-01,\n", + " -1.0501e-02, 1.6620e-02, -1.0709e-02, -2.0127e-01, 2.8199e-02,\n", + " -4.6579e-02, 1.7410e-02, 4.9611e-02, -1.6112e-01, -6.2479e-02,\n", + " 6.6917e-02, 5.4156e-02, -9.0497e-02, -4.3799e-01, -8.4414e-02,\n", + " -5.5190e-02, 3.5208e-02, -2.6040e-03, -2.7949e-02, -2.5014e-03,\n", + " 6.6218e-03, 2.1148e-02, 1.6894e-02, 1.0938e-02, 5.3197e-03,\n", + " 3.5403e-02, 5.7746e-02, 3.7580e-02, -1.0507e-02, -1.2009e-02,\n", + " 4.9236e-03, -1.0107e-02, 5.4544e-02, -2.7445e-02, -2.5157e-02,\n", + " 8.1249e-03, -1.9826e-01, 4.3378e-02, 1.7144e-02, -2.1866e-02,\n", + " -5.7131e-02, -2.0812e-02, 1.3520e-01, 1.0485e-02, 1.7526e-02,\n", + " -7.3722e-03, 2.2004e-02, 4.7762e-02, -1.5854e-01, 4.3353e-02,\n", + " 2.3633e-02, 1.0437e-02, -1.3437e-02, -1.7871e-02, 4.1917e-02,\n", + " -1.9479e-01, 4.3239e-02, -1.2374e-02, 6.1873e-02, 1.5572e-03,\n", + " 4.5423e-02, -2.1248e-02, -5.6194e-02, -1.4948e-02, -5.8065e-02,\n", + " -1.3482e-02, 1.8783e-01, 7.0706e-04, 2.9869e-02, -4.5980e-02,\n", + " -3.0931e-02, -2.0871e-01, -5.3695e-02, 1.5700e-02, -1.2504e-02,\n", + " -2.1980e-02, -3.3210e-01, -1.6958e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.0872e-02, -1.1766e-02, 1.6575e-04, -1.1630e-02, 9.4662e-03,\n", + " -1.1532e-02, 1.1848e-03, -5.5150e-03, -7.3434e-04, 5.7598e-03,\n", + " 1.1435e-02, 3.9499e-04, -6.2718e-04, -3.9462e-03, -2.0356e-03,\n", + " -9.8921e-03, -9.3822e-04, 1.1631e-02, 6.6033e-03, 8.2453e-03,\n", + " 8.4477e-03, -7.4379e-03, -7.0516e-03, 9.9712e-03, 9.6850e-04,\n", + " -5.6443e-03, -4.9786e-03, -1.0271e-02, -8.6005e-03, -2.1775e-03,\n", + " 5.2358e-03, 7.8711e-04, 4.5003e-03, -2.2396e-03, -3.2946e-03,\n", + " 5.9736e-03, 2.0313e-03, -5.5479e-03, 1.4165e-03, 9.3865e-03,\n", + " -3.9114e-03, 8.6943e-04, 3.7967e-03, 2.6624e-04, 1.0579e-03,\n", + " 1.1518e-03, -3.1826e-04, 1.3297e-03, 6.1344e-04, 2.8947e-03,\n", + " 2.9189e-03, -4.3378e-03, 6.4393e-03, 1.0650e-03, 1.2516e-02,\n", + " -2.1740e-03, 4.6929e-04, 3.3984e-03, -1.5811e-02, 1.1887e-02,\n", + " -2.9521e-03, -2.0428e-03, 5.2002e-03, -1.0096e-02, -2.3795e-03,\n", + " 1.1681e-03, 4.2600e-03, -6.3061e-03, 6.4786e-03, 2.6694e-03,\n", + " 7.7205e-04, 4.8499e-03, -1.2203e-03, -2.2516e-03, 2.2113e-03,\n", + " 3.4607e-03, 1.0807e-02, -4.4387e-03, -1.7547e-03, -5.0872e-03,\n", + " 2.4823e-04, 1.5317e-03, 7.6686e-03, 3.3107e-03, -6.0351e-03,\n", + " 5.5504e-03, -1.2126e-02, 2.5289e-03, -4.5886e-03, -6.1116e-03,\n", + " 6.1798e-03, 1.3656e-02, -3.7117e-03, -3.4888e-03, 4.0698e-03,\n", + " 7.6000e-03, -7.6446e-03, -7.0324e-03, -2.7269e-03, 3.8182e-04,\n", + " 3.7789e-03, 4.5037e-03, -1.3173e-03, 5.0761e-03, 2.9235e-03,\n", + " 3.5631e-03, -9.8572e-03, 3.8929e-03, -6.0567e-03, -7.8073e-03,\n", + " -1.8464e-02, -5.3710e-03, 2.0561e-03, 3.7102e-03, -2.2484e-03,\n", + " -5.0603e-03, 9.0459e-03, 2.3525e-03, 2.5644e-03, -6.4648e-04,\n", + " -4.6461e-04, -2.2164e-03, 4.9194e-03, 8.5775e-03, -1.1674e-03,\n", + " -3.5633e-03, -1.1055e-02, -8.0503e-03, 2.3606e-03, -1.8594e-03,\n", + " -7.8705e-04, 6.9574e-04, -9.5316e-04, -4.2222e-05, 2.8699e-04,\n", + " -2.0133e-04, -8.4155e-04, 5.8066e-04, -3.2854e-03, -9.5991e-04,\n", + " -6.0589e-04, -3.5109e-03, -2.8273e-03, 4.5857e-04, -3.8064e-03,\n", + " 1.9121e-03, -1.4446e-03, -4.5892e-03, 5.0931e-03, 3.0144e-03,\n", + " -4.1407e-03, 8.0870e-04, -1.8391e-03, 1.4720e-03, 5.4518e-04,\n", + " 6.6739e-04, -8.7904e-04, -4.2270e-03, 2.3994e-04, -9.3004e-04,\n", + " 2.7815e-03, -1.2736e-03, 7.5003e-04, 1.0757e-03, 1.5722e-05,\n", + " -2.0498e-03, 4.8384e-04, -6.2789e-04, -3.4402e-03, -2.8367e-04,\n", + " -1.0296e-03, -4.5019e-03, -1.9213e-03, -1.3652e-03, 3.8495e-03,\n", + " 3.1879e-03, 3.1903e-03, 8.5177e-04, -3.0731e-03, -2.3948e-03,\n", + " 1.2263e-03, -4.8721e-03, -8.7462e-03, -5.7314e-04, 2.1525e-03,\n", + " -3.6467e-03, -2.6263e-03, -7.6538e-04, 2.5008e-03, 5.2181e-03,\n", + " -3.0247e-03, 2.9089e-03, 4.3583e-03, 4.7124e-03, -6.0314e-03,\n", + " -8.6835e-03, 9.7642e-03, 7.0947e-03, -3.0967e-03, 1.1260e-03,\n", + " -3.7029e-03, -3.8350e-03, -3.7849e-03, -1.0903e-02, -4.5087e-03,\n", + " 9.5428e-06, 8.7153e-03, -6.6743e-03, -6.5587e-03, 1.8623e-05,\n", + " 7.6422e-03, -3.4199e-03, 8.2931e-03, 4.9252e-03, 8.2805e-03,\n", + " 4.1314e-03, 9.9788e-03, -8.8980e-03, 5.8534e-03, 7.6022e-03,\n", + " 9.6965e-04, 5.3962e-03, -4.1679e-03, 3.6773e-03, -6.0628e-04,\n", + " -5.4594e-03, -8.6389e-05, 2.5796e-03, -1.7827e-02, 5.3665e-03,\n", + " 9.0701e-04, -1.0245e-03, 9.8952e-04, -1.4809e-02, 1.0471e-02,\n", + " 1.2349e-02, 1.9838e-03, 2.9461e-03, -5.8868e-03, -1.0606e-03,\n", + " 1.3038e-04, -1.8054e-03, 7.5952e-03, 6.7837e-03, 4.5316e-04,\n", + " -2.8270e-03, 3.7859e-03, 1.6647e-03, -2.0363e-03, 1.3539e-02,\n", + " 1.5236e-03, 1.0489e-02, -4.1563e-03, -1.1451e-02, 1.0368e-02,\n", + " -1.2464e-02, 4.6511e-04, -3.9381e-03, -2.7304e-03, 3.3055e-04,\n", + " 7.9560e-04, -8.8367e-03, 8.1892e-03, 2.0259e-03, -2.4213e-03,\n", + " -2.7320e-03, -6.9655e-03, 2.6748e-03, -1.6861e-03, -6.9290e-03,\n", + " 1.0256e-03, -1.1395e-02, -2.1969e-03, -3.7147e-03, 7.7197e-03,\n", + " -1.5750e-03, -3.5974e-03, -2.2820e-03, -5.5357e-03, 2.2536e-03,\n", + " 4.3053e-03, 1.0481e-02, 3.2189e-03, 4.8455e-03, -5.3957e-03,\n", + " 8.3131e-04, -8.2402e-03, 7.5561e-03, -7.4698e-04, -2.8721e-03,\n", + " -9.0709e-03, -5.5667e-03, -2.4279e-03, 7.3784e-04, 8.8189e-03,\n", + " 1.7236e-04, -1.5435e-03, -8.8973e-04, 3.7358e-03, -1.3491e-02,\n", + " 3.4026e-03, -4.8471e-03, -3.0032e-03, -9.3690e-03, -1.8721e-03,\n", + " 1.1134e-02, 9.6166e-03, -7.0088e-04, 5.2172e-03, -9.1063e-03,\n", + " -2.0245e-03, 7.9094e-03, -5.5846e-03, 5.2955e-05, -3.1903e-03,\n", + " 2.1021e-03, 4.2049e-03, 8.0613e-03, 2.0442e-03, 8.6603e-03,\n", + " -5.0120e-03, 5.2893e-03, 2.5559e-03, -5.6359e-03, 1.6584e-03,\n", + " -8.3112e-04, -7.8568e-03, 1.0897e-03, -4.9159e-03, 8.1382e-03,\n", + " -1.1697e-02, 4.0208e-04, -8.3950e-03, -2.3173e-03, -6.4993e-05,\n", + " -4.2514e-03, 1.4386e-03, 3.4212e-04, -3.6843e-03, -7.9348e-04,\n", + " -9.2250e-03, 5.4445e-03, 4.0561e-03, 9.8965e-03, -2.5941e-03,\n", + " 1.5226e-04, 2.0496e-03, -2.5519e-03, -8.3051e-04, -4.6721e-03,\n", + " 6.3999e-03, -9.9009e-04, 4.8261e-03, 2.5597e-03, -7.5613e-03,\n", + " -6.9667e-04, 7.1670e-03, 1.5897e-03, -1.9658e-03, 5.8908e-03,\n", + " 3.2166e-03, 3.8448e-03, 3.4905e-03, -3.8111e-03, -1.6103e-03,\n", + " 1.4769e-03, -2.0628e-03, 1.5682e-03, 1.0881e-02, 1.0663e-03,\n", + " 1.2031e-03, -1.4609e-03, -6.9564e-03, 1.1270e-02, 9.9044e-03,\n", + " -3.5188e-04, 1.0252e-02, 1.7305e-03, -7.1454e-04, -6.2668e-03,\n", + " -8.2470e-03, 2.0456e-03, -1.0671e-02, -1.0179e-02, -1.0148e-02,\n", + " -1.0120e-03, 4.4621e-03, 8.8827e-03, 9.9391e-04, 4.5817e-03,\n", + " -1.1145e-02, 2.9581e-03, -6.6225e-03, -1.6849e-03, 2.7918e-03,\n", + " 5.3506e-03, 2.4020e-03, -1.2321e-02, -2.8033e-05, 5.8500e-03,\n", + " -1.5298e-02, -2.7256e-03, -5.0879e-03, -1.1270e-02, 7.0548e-03,\n", + " -1.6106e-03, 5.4653e-03, -6.8138e-03, 5.0358e-03, 8.3571e-04,\n", + " -1.4404e-02, -4.5655e-03, 1.0170e-03, 8.5079e-03, 1.2997e-03,\n", + " -3.0448e-03, 1.7134e-02, 4.6213e-03, 2.8794e-03, 1.9411e-03,\n", + " -1.4284e-03, 8.5476e-04, -2.0800e-03, 4.4524e-03, 1.7351e-03,\n", + " 1.1436e-02, 3.0720e-03, 7.1200e-04, 1.1610e-03, 1.3569e-03,\n", + " -5.6018e-04, 1.5240e-03, 5.2840e-03, 5.7059e-03, -2.6261e-03,\n", + " -2.9283e-03, 1.6798e-03, -2.5831e-03, 9.4120e-03, 6.3012e-03,\n", + " -1.0015e-02, 1.6290e-03, -6.3186e-03, -2.6289e-03, -1.4643e-03,\n", + " 1.0120e-02, 7.9523e-03, -3.4784e-03, 4.8247e-03, -4.3092e-03,\n", + " 1.3053e-02, 5.4296e-03, -8.4345e-04, -7.8880e-04, 1.9445e-03,\n", + " -2.6402e-03, 3.9794e-03, -6.0552e-04, 1.2426e-03, 7.9151e-03,\n", + " -1.4235e-02, -1.4023e-02, -2.4168e-03, 8.7378e-03, 8.0261e-03,\n", + " -4.1240e-03, -1.0045e-03, -2.0762e-04, -3.7347e-04, -1.3695e-02,\n", + " -1.0999e-03, -5.6353e-03, -5.3695e-03, 9.4522e-03, -5.1612e-03,\n", + " 8.2999e-03, -7.9964e-03, 2.4296e-03, 5.8677e-03, 7.9151e-03,\n", + " 4.8297e-03, 3.9651e-03, -2.5887e-03, 5.8576e-03, 3.3980e-03,\n", + " -1.8961e-03, -1.0440e-02, -3.5894e-03, -4.4898e-03, 1.1493e-02,\n", + " -5.9906e-03, -2.2171e-04, 2.1374e-03, -7.0694e-03, -1.2814e-04,\n", + " 2.2888e-03, 6.4429e-03, 1.1504e-02, -6.3852e-03, 6.4329e-03,\n", + " 7.7763e-03, 1.3054e-03, -8.0761e-03, 6.0520e-04, 1.2423e-03,\n", + " -4.5969e-04, 6.6739e-03, -1.4808e-03, -8.7152e-04, -1.5331e-03,\n", + " 4.3689e-03, 6.8801e-03, 3.3274e-03, 7.0485e-03, -1.3897e-03,\n", + " -2.7217e-04, 1.3604e-03, -2.5022e-03, 6.9675e-03, 6.5077e-03,\n", + " 6.8486e-03, 3.8797e-03, 2.1403e-03, -1.0815e-02, 3.4394e-03,\n", + " -1.8316e-03, 5.5656e-03, 1.1104e-02, -3.1356e-03, -8.6814e-03,\n", + " 5.5783e-03, -5.0479e-03, 6.1582e-03, -1.4888e-02, -1.4753e-03,\n", + " -6.7129e-05, 4.7708e-03, -2.0849e-05, 9.6627e-03, 2.0073e-04,\n", + " -2.7609e-03, -8.2509e-03, 5.7509e-03, -2.7323e-03, -4.3944e-05,\n", + " -1.1938e-03, 7.8851e-03, 8.9375e-03, -3.3453e-03, 4.1825e-03,\n", + " 3.4746e-03, 5.5461e-03, -1.3782e-03, -2.6289e-03, 2.2508e-03,\n", + " 1.9616e-03, -1.2333e-03, 9.9186e-03, -1.2516e-02, -1.0432e-03,\n", + " -7.2294e-03, 1.2243e-02, -7.3623e-03, 2.3574e-02, 1.7354e-03,\n", + " 1.3353e-03, -2.0593e-03, 1.6368e-02, 2.8457e-03, -4.9914e-03,\n", + " 1.2748e-03, -1.1178e-03, 3.4839e-04, -2.9790e-03, -9.4675e-03,\n", + " 3.7102e-03, 5.9346e-04, 2.9125e-04, -1.2878e-03, -1.2334e-03,\n", + " -8.6710e-04, -1.4342e-03, 2.5387e-04, -2.4304e-03, 4.3681e-03,\n", + " -4.5685e-03, -2.4363e-03, 1.7274e-03, 3.2452e-04, 5.3171e-03,\n", + " -5.2055e-03, -1.8456e-03, 6.2865e-04, 3.9048e-03, 1.2340e-03,\n", + " 2.7493e-03, 1.9529e-03, 4.4477e-03, -1.0058e-03, 8.7817e-03,\n", + " -2.2069e-03, 3.0314e-03, -2.0541e-03, 1.5864e-04, 2.7087e-03,\n", + " -4.4853e-03, 6.6249e-03, -4.2236e-03, -2.2416e-03, 1.1235e-03,\n", + " -4.3801e-04, 3.5692e-03, 4.0805e-03, 2.2363e-04, 8.2634e-04,\n", + " 5.3187e-03, -7.1191e-03, -4.4412e-03, 3.4781e-04, 4.2865e-03,\n", + " 1.1176e-02, 1.4222e-03, -3.2894e-03, -8.7754e-03, 2.7540e-03,\n", + " -1.4288e-03, 3.3700e-03, -5.3807e-04, -3.2889e-03, -2.7257e-03,\n", + " -2.5348e-03, -3.6159e-03, -2.0091e-03, 1.2801e-03, -2.5412e-03,\n", + " -4.8951e-03, -9.9384e-04, 6.0223e-03, 4.4326e-03, -2.5073e-03,\n", + " 2.9430e-03, 1.2355e-03, 5.9677e-03, 3.7454e-03, -2.9028e-03,\n", + " 1.0664e-03, 1.1080e-02, 6.6969e-03, -4.0683e-04, 2.9488e-03,\n", + " -6.2922e-04, -5.0949e-03, 1.5569e-03, -3.7588e-03, -3.8041e-03,\n", + " 2.3435e-02, -7.2139e-03, 1.0334e-03, 7.4727e-03, 4.4773e-03,\n", + " -8.3935e-04, -2.7220e-03, -6.5913e-03, 1.5323e-03, 1.4545e-02,\n", + " 8.3477e-03, 1.4691e-03, -1.5869e-02, 7.1229e-03, 7.4775e-03,\n", + " -3.9801e-03, -2.7838e-03, -3.9858e-04, -2.6436e-03, -1.2311e-03,\n", + " -6.0583e-03, 5.9208e-03, 9.0433e-03, -2.0690e-03, -9.5589e-03,\n", + " -3.9808e-03, -3.1344e-03, 5.3703e-03, -1.8652e-02, -1.9464e-03,\n", + " -3.5617e-03, -1.1902e-02, -4.1466e-03, -1.5314e-02, -4.6098e-04,\n", + " -7.3318e-03, -6.3679e-03, 8.0714e-03, 9.7000e-03, 1.2215e-02,\n", + " 9.0641e-04, -2.1571e-03, -2.1605e-03, -7.4904e-03, -3.4040e-03,\n", + " -1.1009e-02, 4.2505e-04, 1.4694e-02, 9.7638e-03, -2.2408e-03,\n", + " -1.0523e-03, 1.4409e-02, -1.3608e-02, 6.7547e-03, -1.2606e-02,\n", + " -3.1913e-03, -2.5721e-03, -1.7439e-03, 1.7394e-03, 3.6149e-03,\n", + " 1.2265e-03, 1.8382e-03, 8.4502e-03, 8.3632e-03, 2.9165e-03,\n", + " -5.9625e-03, 6.0592e-03, -3.2218e-03, 1.9182e-03, -1.9122e-03,\n", + " -1.8892e-03, -6.7228e-03, -1.0199e-02, 8.6985e-04, 5.2113e-03,\n", + " -1.7131e-03, -3.6455e-03, 8.7486e-03, -2.2299e-03, -7.1216e-04,\n", + " 2.7356e-03, 1.4408e-03, 9.6882e-03, -1.4576e-03, -9.8547e-03,\n", + " 6.5923e-03, 2.4955e-03, 3.6271e-03, -7.6567e-03, 6.0133e-05,\n", + " -1.7191e-02, 4.3130e-04, -7.7411e-05, -1.7202e-04, 3.9968e-03,\n", + " 9.1864e-03, -3.9949e-03, -3.0912e-03, -1.6042e-04, 2.9399e-03,\n", + " 5.4982e-03, 5.9995e-03, 4.0280e-04, 1.0910e-03, 6.3492e-03,\n", + " -1.0667e-02, -9.2815e-03, 3.5974e-03, 7.4814e-03, 1.2662e-03,\n", + " -2.5559e-03, -1.7622e-02, -5.3195e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.0611e-02, -2.9544e-02, -3.4053e-03, -2.5261e-04, 4.3702e-02,\n", + " -2.4036e-02, -9.9176e-03, 1.1922e-02, 3.9462e-02, -1.5722e-02,\n", + " 3.6127e-02, 3.5265e-02, 1.6603e-02, 4.0656e-02, 9.0450e-03,\n", + " 1.6955e-02, 3.0839e-02, 2.3524e-02, 4.5091e-03, -1.7842e-02,\n", + " -8.9514e-03, -6.9295e-04, -3.7101e-02, 6.3061e-02, -1.2281e-02,\n", + " 2.7505e-02, 5.9490e-03, 2.0819e-02, 2.2402e-02, -1.6352e-02,\n", + " -1.9880e-03, 2.0557e-03, 2.5947e-02, -4.8232e-03, -1.0353e-02,\n", + " 7.9241e-03, -3.8330e-02, -1.2410e-02, 4.5761e-02, -3.3885e-02,\n", + " 1.8288e-02, 2.6494e-02, -2.0117e-02, 3.6985e-03, -7.2017e-02,\n", + " -5.4889e-02, -2.1202e-02, 4.7230e-03, -2.8839e-03, 1.9168e-02,\n", + " 1.0010e-02, 1.6336e-02, 2.0422e-02, -4.3722e-02, 2.5098e-02,\n", + " -3.8560e-02, 2.7089e-02, -1.2778e-02, 5.1402e-02, -1.3062e-02,\n", + " -9.9890e-03, 3.9847e-02, 5.9353e-02, 2.1866e-03, -3.7598e-02,\n", + " -3.7681e-02, 3.4638e-02, 5.4693e-03, 1.5511e-02, 1.5021e-02,\n", + " 5.3212e-02, -2.5371e-02, -5.4444e-03, 2.1743e-03, -9.9451e-03,\n", + " -2.4260e-02, 1.8761e-02, -1.2446e-02, 8.8098e-03, 2.3707e-02,\n", + " -2.4152e-02, 1.4017e-02, 2.2378e-03, -1.1576e-02, 7.3120e-03,\n", + " 1.3892e-02, 2.8446e-03, 4.2612e-02, -4.2735e-03, -2.7018e-02,\n", + " 2.6001e-04, 3.9963e-03, -4.9176e-02, -1.9129e-02, -4.2243e-02,\n", + " -2.6150e-02, -3.0480e-03, -3.0021e-02, -9.5532e-03, -4.4873e-03,\n", + " -6.7222e-03, -1.3395e-03, 2.9712e-02, 1.0073e-02, -1.8594e-02,\n", + " -1.4263e-02, -8.3413e-03, 3.4262e-03, -1.3856e-02, -2.1020e-02,\n", + " -5.5180e-02, 3.3396e-02, 3.8542e-02, 1.1141e-02, 2.3562e-04,\n", + " 4.9550e-02, 1.9921e-02, 6.8655e-03, 3.2959e-03, -8.5281e-03,\n", + " -1.0014e-03, 1.8253e-02, 2.9076e-02, -3.1731e-02, -9.3831e-03,\n", + " 3.7628e-02, -1.1450e-03, 4.2580e-02, 1.7981e-02, 4.4396e-03,\n", + " -1.6276e-02, -1.0255e-02, 1.5396e-02, -4.8177e-03, 6.6366e-03,\n", + " -1.2889e-02, 1.9950e-02, -2.0358e-02, 1.4374e-02, 1.5504e-02,\n", + " 4.3859e-03, 4.7208e-03, 2.0055e-02, -5.1628e-02, 2.3995e-02,\n", + " 5.5752e-04, -1.5980e-02, -2.0599e-02, 1.0397e-03, -6.5507e-03,\n", + " 1.5415e-02, -2.4518e-04, 2.7803e-02, -1.5212e-02, -1.5320e-02,\n", + " -1.8174e-02, 2.0662e-02, -8.4066e-03, -2.0437e-02, 3.2346e-02,\n", + " -2.4915e-03, 5.1932e-03, 4.0334e-03, 1.6829e-02, -2.5918e-02,\n", + " -1.3906e-02, -5.5288e-03, -2.0604e-02, -1.1720e-02, 1.3203e-02,\n", + " -4.5528e-04, -5.8787e-03, 2.0207e-02, -1.8172e-02, -4.4567e-02,\n", + " -1.2350e-02, 2.9691e-02, -1.5418e-02, 7.7369e-06, 4.5891e-03,\n", + " 4.3899e-03, -2.0768e-02, 9.7010e-03, -8.0274e-03, -4.6604e-02,\n", + " -5.3781e-03, 1.0994e-02, -1.6822e-02, 1.3230e-02, -3.8258e-03,\n", + " 2.2453e-02, 1.2270e-02, 8.2433e-03, 2.3383e-03, -2.7016e-02,\n", + " -5.5759e-03, -9.2015e-03, 4.3218e-02, 9.3865e-03, 6.6491e-03,\n", + " -1.5638e-02, -7.3260e-03, 7.4916e-03, -3.4926e-02, -1.7761e-02,\n", + " -1.8834e-03, -1.2750e-02, 3.6981e-02, 8.3469e-03, 7.7240e-03,\n", + " 9.8631e-03, -9.2713e-03, -5.4027e-03, -1.0344e-02, 4.9189e-04,\n", + " -5.6572e-03, 4.8096e-03, -2.9059e-02, 3.3705e-02, 8.0315e-03,\n", + " 1.1039e-03, -1.3708e-02, 1.8435e-02, 4.1296e-02, -4.8482e-02,\n", + " 5.5439e-03, 1.7480e-02, 8.0691e-03, -1.0124e-02, -4.5141e-03,\n", + " -1.3244e-02, -8.5329e-04, 6.6729e-03, 9.0825e-05, -1.4849e-02,\n", + " 2.1605e-02, 1.9870e-02, 2.5043e-03, 3.1047e-02, 1.7190e-03,\n", + " 1.0428e-02, 1.4302e-02, -2.2358e-02, 1.4719e-02, 1.9657e-02,\n", + " 1.2855e-02, 2.7147e-02, 2.0420e-02, -3.0315e-02, -4.9852e-03,\n", + " 1.4754e-02, -2.8988e-02, 2.1746e-03, -5.4846e-02, -7.6584e-03,\n", + " -3.6148e-03, -7.5444e-03, -1.8101e-02, 3.5724e-03, -1.5697e-02,\n", + " 1.1980e-02, -7.2703e-03, -1.3023e-02, -6.2002e-03, 2.0514e-03,\n", + " 1.8545e-02, 1.3430e-02, 6.6528e-03, 1.5725e-02, 3.0145e-02,\n", + " -4.7281e-03, 1.5193e-02, -3.0304e-02, -2.5325e-02, 2.6265e-02,\n", + " 7.8761e-03, -1.3109e-02, -8.9262e-03, 2.5098e-02, -1.6097e-02,\n", + " 6.0394e-03, 2.2660e-02, 4.5398e-03, 1.0827e-02, 8.9942e-03,\n", + " -3.8566e-03, -1.1312e-02, 3.3402e-02, -1.1054e-02, 2.9524e-03,\n", + " 1.4814e-02, 2.8926e-02, -1.9782e-02, 2.0773e-02, -2.6420e-02,\n", + " 1.5527e-02, -1.7811e-02, 2.2104e-02, 5.7762e-03, -7.6965e-03,\n", + " -5.7345e-03, 1.5967e-03, 3.1623e-02, -2.1747e-02, -8.5945e-03,\n", + " -2.8125e-02, 1.8379e-02, -6.7756e-03, 2.3286e-02, -2.7167e-02,\n", + " 1.7851e-02, 1.8041e-02, 5.6597e-03, 3.6133e-03, -9.6214e-03,\n", + " 2.5237e-02, 2.7014e-02, 8.6454e-03, -2.2636e-02, 8.2676e-03,\n", + " -5.8939e-03, 1.0606e-02, -2.2969e-02, -1.7735e-02, 4.8627e-03,\n", + " 1.6807e-02, 1.9348e-02, -4.8933e-03, -4.6287e-03, 3.3422e-02,\n", + " -3.2413e-02, -1.5357e-02, 6.5192e-03, 6.5729e-03, -2.7756e-02,\n", + " -3.9314e-02, 5.5355e-02, -4.0996e-02, -1.3526e-02, 1.8560e-03,\n", + " 1.3154e-02, 6.9275e-02, 1.9747e-02, -8.3000e-03, 1.2520e-02,\n", + " 1.2855e-02, 8.5989e-03, -9.7276e-03, 4.1436e-02, 9.4396e-03,\n", + " 3.3197e-02, -8.4802e-03, 2.7021e-02, -3.7666e-03, 1.8579e-02,\n", + " -3.0720e-02, -5.0055e-02, 6.4586e-03, 3.0618e-02, 5.6103e-03,\n", + " -3.6021e-03, 2.0841e-02, 2.5120e-02, -2.6220e-02, 7.8782e-03,\n", + " 1.6269e-02, -4.0557e-02, -2.9506e-02, 1.0702e-02, -1.6982e-02,\n", + " 1.1773e-02, -2.2960e-02, 1.7994e-03, 7.9381e-03, 1.2418e-02,\n", + " -4.0572e-02, 3.5828e-02, 2.1400e-02, -1.5858e-02, -2.6551e-02,\n", + " 1.2457e-02, 2.6142e-02, 1.2328e-02, 3.2877e-02, 2.3879e-02,\n", + " 2.7769e-02, -4.5688e-03, -7.9487e-02, -1.6494e-02, -8.6227e-03,\n", + " -3.9436e-02, -5.0442e-02, -2.0370e-02, -9.5456e-03, -4.2676e-04,\n", + " -4.7344e-02, 1.1544e-02, 6.2716e-02, 2.0115e-02, 1.7369e-03,\n", + " -9.8486e-03, -1.1321e-02, 5.7826e-02, 4.1268e-03, 3.5922e-02,\n", + " 3.4129e-02, 8.8596e-03, -1.4471e-02, -3.0788e-02, 1.8431e-02,\n", + " 3.5103e-03, 3.9570e-02, 3.8189e-02, 1.8824e-02, -7.9887e-02,\n", + " 2.1980e-02, 1.7656e-02, 8.1790e-02, -2.8091e-02, -2.2457e-03,\n", + " -5.7452e-02, -1.0059e-02, 5.9469e-02, 9.4658e-03, -1.8176e-02,\n", + " -1.6391e-03, -4.0050e-02, -5.4341e-02, 3.3914e-02, -1.7657e-02,\n", + " 4.1718e-03, -7.0572e-02, -9.1324e-03, -1.7363e-02, -3.3512e-02,\n", + " 2.1206e-02, 7.0481e-02, -1.4439e-02, 2.1191e-02, -2.1826e-02,\n", + " -3.4754e-02, -2.3080e-02, -4.5233e-02, -2.9059e-02, -6.0710e-02,\n", + " -2.0735e-02, 2.6138e-02, 3.4150e-02, 2.5447e-02, -1.2442e-02,\n", + " 4.8769e-02, -2.6218e-03, -1.6896e-02, 2.9892e-02, -3.4767e-03,\n", + " 2.6421e-02, 8.9559e-04, 1.8644e-02, 8.9458e-03, 1.0331e-02,\n", + " -8.1762e-03, 8.6029e-04, -5.5158e-03, 3.9579e-02, 8.5295e-03,\n", + " 7.1685e-03, 2.2333e-02, -2.0065e-02, -6.9037e-03, -1.2775e-02,\n", + " -7.8014e-05, -2.5017e-02, -1.5152e-02, -3.5655e-02, 3.4456e-02,\n", + " 4.3084e-02, 2.8324e-02, 1.5229e-02, 3.3212e-02, 3.4514e-03,\n", + " 3.5874e-02, -1.7095e-02, 6.0371e-03, 2.1133e-02, -3.4824e-03,\n", + " -1.4008e-03, -3.0134e-03, -2.9252e-02, -7.4303e-03, -1.3487e-02,\n", + " -2.3862e-02, -7.9264e-03, 3.1672e-03, -1.5618e-02, -8.1779e-03,\n", + " 3.6064e-02, -4.1528e-02, 3.5768e-02, 3.9105e-02, 1.0093e-02,\n", + " 3.1844e-02, 2.5145e-02, 1.0061e-02, 7.5205e-03, -4.9761e-02,\n", + " -4.5096e-03, 1.0460e-02, 2.4229e-02, 8.5945e-03, -1.7986e-03,\n", + " 4.5627e-02, -1.6334e-02, -4.8102e-03, -4.4863e-03, -8.0854e-03,\n", + " -7.2762e-03, 1.1465e-02, 1.6830e-02, 1.3576e-02, 1.2272e-02,\n", + " -8.3156e-03, 1.2824e-02, 4.6298e-03, 1.0449e-02, -6.1512e-03,\n", + " 1.1105e-02, -7.4815e-03, 4.1395e-03, 5.1101e-03, 4.5046e-03,\n", + " 2.0772e-03, 7.0204e-04, -1.1384e-02, -1.8910e-02, -1.4605e-02,\n", + " 9.5498e-04, -1.3729e-02, -1.0407e-02, 1.3077e-03, 1.8376e-03,\n", + " -1.4098e-02, -1.1846e-02, 3.0422e-03, 7.8340e-04, -1.4110e-02,\n", + " -5.7865e-03, 7.3423e-03, -1.6795e-02, 1.0950e-02, 4.3909e-03,\n", + " -5.0929e-03, 9.1166e-03, -1.7297e-03, -1.9169e-02, 2.4700e-03,\n", + " 1.3206e-02, -1.1559e-02, 1.5573e-02, 4.4693e-03, -2.1554e-02,\n", + " -1.1622e-03, 3.1767e-02, -1.2162e-02, 1.9128e-02, -1.1803e-02,\n", + " -1.3094e-02, 5.4059e-03, 7.5256e-03, -1.6706e-02, -1.1175e-02,\n", + " -4.4886e-03, 1.4461e-02, 3.4438e-03, 9.9061e-03, 8.4570e-04,\n", + " 1.9486e-02, 3.8481e-02, 9.9091e-02, -2.4139e-02, -9.7038e-02,\n", + " -3.3826e-02, -3.3439e-02, -3.8285e-02, 6.5657e-04, 2.4252e-02,\n", + " 2.7905e-02, 4.6977e-02, 2.3067e-02, 2.7335e-02, -5.9164e-02,\n", + " -6.4442e-02, -4.4503e-03, 7.3550e-02, -4.8044e-02, 4.7179e-02,\n", + " -3.5068e-02, -4.0177e-02, 1.5314e-02, -8.2233e-02, 4.5723e-02,\n", + " 8.6006e-03, 4.9618e-02, -6.0083e-02, 3.9260e-02, 4.6941e-02,\n", + " 1.1487e-02, -6.8596e-04, 6.7348e-02, 3.8878e-03, -1.7259e-02,\n", + " -2.5339e-03, -1.9751e-02, -2.8448e-02, -2.1539e-02, 3.1264e-02,\n", + " 2.1124e-02, -9.9252e-02, -8.6726e-02, 7.3809e-02, -3.9516e-02,\n", + " 1.6235e-02, 9.7411e-03, 3.6163e-03, -1.9727e-01, -2.6426e-02,\n", + " -9.6442e-05, 1.4349e-02, 3.1493e-02, -7.2925e-02, 4.3886e-02,\n", + " 1.9985e-02, -1.1151e-02, -4.1782e-02, 1.3295e-02, 3.4542e-03,\n", + " 1.5359e-02, -1.3519e-02, -3.0768e-02, -1.7065e-02, 6.0770e-02,\n", + " 1.6969e-02, -3.4620e-02, 9.7652e-05, 3.1085e-02, -1.5965e-02,\n", + " -2.1539e-02, -2.1644e-03, 2.8960e-02, -3.5984e-02, -8.1342e-03,\n", + " 3.6057e-02, -2.2793e-02, -1.9672e-02, -2.9090e-02, 3.5431e-02,\n", + " -2.3624e-02, -9.6392e-03, -2.4987e-02, -3.2483e-02, 3.2631e-02,\n", + " -6.9994e-02, 1.6960e-02, -3.1684e-02, -1.4028e-02, 5.0004e-02,\n", + " 5.2704e-02, -5.6163e-03, -9.7454e-03, -4.7823e-02, -1.6916e-02,\n", + " -2.1259e-02, -8.5757e-03, -4.2572e-02, -2.9214e-03, 1.4578e-02,\n", + " 1.9161e-02, 1.6954e-02, -3.7599e-02, 4.0396e-02, 2.0699e-02,\n", + " 3.0644e-02, 2.1945e-02, 2.6928e-02, 5.2830e-02, -9.6082e-04,\n", + " 4.2918e-02, -3.0401e-02, 4.6748e-02, 1.2633e-02, 3.3743e-02,\n", + " -1.4838e-02, -3.7299e-02, 2.0423e-02, 6.5335e-03, 4.3908e-02,\n", + " -7.2701e-03, 6.1146e-02, 2.8096e-02, -1.9686e-02, 5.1363e-02,\n", + " -1.7497e-02, -2.7402e-02, 1.2646e-02, -2.5128e-02, 2.5269e-02,\n", + " -2.4496e-02, 1.3720e-02, -3.4153e-02, 5.2877e-03, 5.9039e-02,\n", + " -7.3023e-03, -1.8562e-02, -3.6161e-03, -2.5558e-03, -1.0382e-02,\n", + " 5.5941e-02, -2.4566e-02, 2.9792e-02, -4.0358e-02, -1.0486e-02,\n", + " 3.4425e-03, 6.0001e-03, -4.6787e-03, -5.0171e-02, 6.4381e-03,\n", + " -1.4076e-02, -3.0895e-02, 4.9267e-02, -5.0866e-02, 3.2958e-03,\n", + " -2.1283e-02, -7.9040e-03, 1.0174e-02, 1.3314e-02, 1.3966e-02,\n", + " 9.6302e-03, -4.4003e-03, -3.7195e-02, -7.4637e-03, 1.1603e-03,\n", + " 6.8127e-04, -1.9699e-03, 1.1896e-02, -4.0133e-02, -5.4193e-02,\n", + " 9.1656e-03, 1.3773e-02, -5.1475e-02, -3.5159e-02, 8.0911e-04,\n", + " -3.8187e-02, 1.3997e-02, 7.6987e-03, 1.3982e-02, 8.5182e-03,\n", + " -2.8218e-02, -4.7071e-03, 3.9844e-02, 4.7860e-02, -1.5567e-02,\n", + " -5.1113e-02, 1.1397e-02, -1.0460e-03, 5.3374e-03, -1.3183e-02,\n", + " -1.5196e-02, -2.8377e-02, -1.1370e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.1682e-03, 1.7114e-02, -4.2015e-02, 1.6053e-02, 5.5206e-03,\n", + " 1.2398e-02, -3.8857e-02, 1.4218e-02, -3.8436e-02, -6.0461e-03,\n", + " 1.0518e-02, -3.8008e-03, 8.2730e-02, -5.0253e-02, -8.2319e-04,\n", + " 2.4500e-02, 5.7962e-02, 3.3557e-03, -9.2857e-03, -6.1569e-02,\n", + " -5.5369e-02, 1.9957e-02, -4.9295e-02, -4.3256e-02, 6.3680e-02,\n", + " -2.3462e-02, -6.5460e-02, 3.4453e-02, 9.1169e-03, -8.7127e-03,\n", + " 4.7004e-02, 1.4008e-02, -3.1792e-02, -1.3126e-02, -3.9164e-02,\n", + " 2.7636e-02, 5.5070e-02, -2.7689e-02, -2.7070e-02, -3.2774e-02,\n", + " -7.6846e-03, -9.7446e-03, 1.6454e-02, -4.1827e-02, 5.5575e-02,\n", + " -1.6922e-02, -2.9155e-03, 1.5373e-02, -5.8613e-03, -3.9867e-02,\n", + " 4.6919e-02, -1.6579e-02, -4.0867e-02, 5.2290e-02, 3.4847e-02,\n", + " 1.5470e-03, -2.7618e-02, -2.9590e-02, 6.1422e-03, -2.7016e-02,\n", + " 1.6940e-02, -1.0369e-02, 6.8363e-02, 9.7362e-03, -3.3459e-02,\n", + " -3.2050e-02, 1.2753e-03, 2.7524e-03, -3.2036e-02, 6.7715e-03,\n", + " 2.6514e-02, 2.9657e-03, 4.8196e-02, 3.4548e-02, -3.8673e-02,\n", + " 5.6559e-02, 5.6114e-02, -4.8309e-02, -6.2433e-02, -5.6554e-02,\n", + " 4.0897e-02, -1.7625e-02, -4.7130e-03, 4.2180e-02, 1.1039e-02,\n", + " -3.6266e-02, 2.5142e-02, -1.9122e-02, -2.0149e-02, 8.4182e-03,\n", + " -1.3079e-05, -2.8475e-02, -9.6176e-02, 4.8103e-02, 3.7304e-02,\n", + " 5.2388e-02, -3.2020e-02, 6.4328e-02, 1.7857e-02, 1.6639e-02,\n", + " -4.3483e-03, -3.0825e-02, -2.0179e-02, 3.0173e-02, -2.3613e-02,\n", + " 4.5759e-02, 1.8435e-03, -4.2385e-03, -2.3589e-02, -4.4164e-03,\n", + " -2.7010e-02, 1.5851e-02, -4.7079e-03, 1.6420e-02, -2.9377e-03,\n", + " 3.5449e-03, 5.0146e-03, 4.6836e-03, 2.8388e-03, -6.0080e-02,\n", + " -2.6699e-02, 8.6528e-02, 4.0314e-02, -5.0816e-02, -4.7188e-03,\n", + " 1.1102e-02, 3.1771e-02, -1.1086e-02, 2.1349e-02, 9.0097e-02,\n", + " 3.4234e-02, -2.9395e-02, -3.0610e-02, -5.1744e-02, -8.0754e-03,\n", + " 4.1233e-03, 1.4154e-02, -4.3715e-02, -1.7355e-02, 1.7755e-02,\n", + " 1.0515e-02, 5.0384e-02, -1.9795e-02, 1.1612e-02, -3.7271e-02,\n", + " 1.3389e-01, 3.3547e-02, 2.6917e-02, -4.6109e-02, -1.1315e-02,\n", + " -2.7259e-02, 1.1133e-02, -4.9370e-02, -1.4128e-02, 1.1872e-02,\n", + " -5.9913e-03, -6.5252e-03, -3.8546e-02, -3.7109e-02, -8.6873e-02,\n", + " -3.3686e-02, 1.5210e-03, 6.3231e-02, 2.8907e-02, -6.3891e-03,\n", + " -5.4834e-04, -3.3196e-02, 2.4233e-02, 1.5306e-01, 3.0672e-02,\n", + " -3.1392e-03, 1.4098e-02, -6.6130e-03, -3.5590e-02, -7.7817e-03,\n", + " 4.9158e-02, 1.5956e-02, -8.0133e-03, 5.5164e-02, -2.9539e-02,\n", + " -4.6426e-02, 4.6241e-04, 3.0254e-02, -4.0120e-02, -2.2454e-02,\n", + " 4.9335e-03, -3.5825e-02, -2.7740e-02, -4.1184e-02, -2.9709e-02,\n", + " 2.1167e-03, 3.2749e-02, -2.2323e-02, 3.5149e-02, 3.4116e-02,\n", + " -9.0082e-03, -2.1678e-02, -8.2497e-02, -3.8836e-02, 6.7183e-02,\n", + " 2.1283e-02, -7.4868e-02, -8.0474e-02, -7.0232e-02, -1.8266e-02,\n", + " -2.0561e-02, 2.8734e-02, -5.1589e-03, -1.0798e-02, 1.0718e-02,\n", + " -2.7628e-02, 3.4584e-02, 8.4294e-03, -5.4839e-02, -1.4621e-02,\n", + " 1.4274e-02, 1.5077e-02, 1.6358e-02, -1.0799e-01, 1.1274e-02,\n", + " 1.1935e-02, -9.7102e-03, -1.8987e-02, -6.8955e-04, -1.1655e-02,\n", + " -7.2401e-02, -2.4874e-02, 3.7058e-02, -1.0190e-02, 6.4350e-03,\n", + " -1.0554e-02, 1.3634e-02, -8.2221e-03, -4.4436e-04, -1.3850e-02,\n", + " -1.8811e-02, -3.4738e-02, 1.6779e-02, -2.0118e-02, 2.8015e-02,\n", + " -3.8576e-02, -3.5006e-02, 3.8499e-02, 1.1061e-02, 2.1659e-02,\n", + " 4.6896e-02, -6.4043e-02, -4.0181e-02, 3.0323e-02, 5.2757e-02,\n", + " -1.6273e-02, -4.4431e-02, 3.5344e-03, 5.8617e-03, -3.7496e-02,\n", + " -1.3260e-02, 1.2962e-02, 3.3633e-02, 2.0514e-02, 2.9042e-02,\n", + " 6.5698e-02, 1.7114e-02, -2.4795e-02, 4.6406e-02, -2.2783e-02,\n", + " -9.2694e-03, -4.6409e-03, 4.6949e-03, -1.7340e-03, 1.5204e-02,\n", + " -2.3004e-02, 9.0549e-03, 1.7093e-02, -7.4114e-03, 1.9042e-02,\n", + " -4.9026e-02, 9.2374e-03, 4.9461e-02, 3.9991e-02, 2.5957e-02,\n", + " -2.0101e-02, -2.7718e-02, -1.8323e-02, 2.7152e-02, 3.2198e-02,\n", + " -2.2927e-02, -1.3495e-02, -2.3995e-02, 2.1570e-02, 6.2473e-03,\n", + " -2.8982e-02, -8.1428e-03, 2.6270e-02, 7.7120e-03, -3.9417e-03,\n", + " -1.5246e-02, -4.2089e-02, -1.4875e-02, -1.1772e-02, -4.2774e-02,\n", + " 8.4955e-03, 3.2453e-02, 1.4093e-02, -1.0339e-02, -1.0089e-01,\n", + " -2.9378e-02, 1.9868e-02, 1.2488e-02, 7.7098e-01, -3.6843e-02,\n", + " -8.9806e-03, -7.0643e-02, 1.3369e-03, -4.8791e-03, -1.0563e-02,\n", + " 5.4610e-02, -1.7021e-02, -4.3901e-02, -1.2548e-02, -6.0630e-02,\n", + " -3.3152e-03, -2.7704e-02, -3.9000e-03, 4.4677e-02, 3.6807e-02,\n", + " -4.9541e-02, -8.3243e-02, 2.9820e-02, -1.8492e-02, -3.1563e-02,\n", + " 4.9943e-02, -1.1526e-01, 1.5800e-02, -1.6477e-02, 3.9237e-02,\n", + " -1.4192e-02, 1.2691e-02, -8.3672e-03, 1.2062e-02, 6.5407e-03,\n", + " 1.4067e-02, -3.1209e-02, -5.7199e-02, 8.9149e-03, -7.3249e-03,\n", + " 1.2709e-02, -3.5957e-02, -1.0621e-02, 3.9266e-03, 1.6087e-02,\n", + " 2.7056e-02, -2.3173e-02, 1.5635e-02, -1.0932e-01, 9.6848e-03,\n", + " 8.9795e-03, -4.7885e-04, 2.6287e-02, -1.2130e-02, -4.7840e-02,\n", + " 2.0046e-02, -3.0903e-02, -1.0573e-02, -7.2084e-03, -3.0420e-02,\n", + " 2.7998e-02, -5.8862e-02, -6.1368e-02, -2.4216e-02, 6.6708e-04,\n", + " 9.5837e-03, 2.6924e-02, -3.4168e-02, 1.9817e-02, -9.9940e-03,\n", + " 1.3309e-02, 1.3638e-02, 2.4425e-02, 3.8465e-02, -1.1371e-02,\n", + " 2.7942e-03, 6.7753e-02, -4.4799e-02, 5.5291e-02, -1.3437e-02,\n", + " 3.7427e-02, 2.1493e-02, -2.4881e-02, 1.8626e-02, -5.3888e-02,\n", + " 1.6360e-02, -5.5693e-02, 2.6934e-03, -4.5277e-02, -2.2150e-02,\n", + " 2.5483e-04, 3.1951e-02, 4.5933e-02, 9.5242e-03, 1.4755e-02,\n", + " 4.2360e-02, 2.9505e-02, -2.4884e-04, 1.8976e-02, -7.2258e-04,\n", + " 2.7788e-02, 2.6093e-03, -2.8107e-02, 6.7490e-03, 1.4593e-02,\n", + " 2.2327e-02, 2.0749e-02, 1.4687e-02, 2.1493e-02, -4.4640e-02,\n", + " 7.4014e-03, -1.7118e-02, 9.2634e-03, 2.4693e-02, -9.2049e-02,\n", + " 4.3137e-02, 7.4969e-02, -1.8536e-02, 3.1674e-03, 5.6374e-02,\n", + " -3.6609e-02, -2.7793e-02, -4.3964e-02, 1.0216e-02, -7.7068e-02,\n", + " 3.0970e-02, 1.3029e-02, 2.6630e-02, 2.2237e-03, -1.6537e-02,\n", + " -7.8433e-03, 1.4893e-02, 2.9358e-02, -1.1506e-03, -5.3644e-02,\n", + " 3.1352e-02, -8.0870e-03, 1.1797e-02, 5.6196e-02, 1.7432e-02,\n", + " 2.2682e-02, 1.5330e-02, -1.1635e-02, 4.0101e-02, 4.0584e-02,\n", + " -1.1991e-02, 1.6056e-02, -7.2015e-03, -8.0303e-03, 6.2807e-03,\n", + " 3.1724e-02, 1.9677e-02, -2.9623e-02, -1.4072e-02, 1.0977e-02,\n", + " -1.4972e-02, 6.0567e-02, -2.8509e-03, -2.0423e-03, 5.8838e-02,\n", + " -3.3562e-02, 3.6676e-03, 2.8724e-02, -1.9033e-02, 6.8902e-02,\n", + " -6.5260e-03, 1.8910e-03, 2.7656e-03, 3.5710e-02, -5.5687e-03,\n", + " 7.8519e-03, -4.1717e-02, -3.0686e-02, 4.2375e-02, -9.7851e-03,\n", + " 7.3940e-03, -3.8911e-02, 7.7958e-02, -2.5988e-02, 1.9308e-02,\n", + " -2.2991e-02, -2.5093e-02, -2.9440e-02, 4.0855e-02, -6.5005e-02,\n", + " -6.2882e-03, 6.1573e-03, -6.8227e-02, 1.4109e-02, 1.3023e-02,\n", + " 1.6193e-02, -9.5492e-02, 1.5198e-02, -9.3613e-03, -9.9091e-03,\n", + " 3.4840e-03, -1.9381e-02, 1.2621e-02, -5.0171e-02, 2.3001e-02,\n", + " -1.6324e-02, -2.5441e-02, 2.8297e-03, 1.5764e-02, -1.5365e-02,\n", + " -1.5662e-02, -1.8545e-03, 4.0569e-02, -4.1929e-04, 2.0080e-02,\n", + " -5.0738e-02, 4.6124e-03, -8.1230e-03, 5.0966e-03, -3.7572e-03,\n", + " -1.9588e-03, -3.9027e-02, 1.2982e-02, 2.2939e-02, -1.5006e-02,\n", + " 3.7945e-02, -1.8364e-03, -2.4612e-02, -1.2717e-02, -2.2951e-02,\n", + " 5.1928e-02, 1.7221e-02, -2.6606e-02, -4.3459e-02, 1.2560e-03,\n", + " -5.3281e-03, -3.0199e-02, -3.0200e-02, 8.2619e-03, 7.7825e-03,\n", + " 6.4386e-03, 1.4919e-02, 2.4662e-02, -1.2005e-02, 4.0691e-03,\n", + " 7.7119e-02, 4.4028e-02, 1.5916e-02, 4.2260e-03, -1.1859e-02,\n", + " 3.2299e-03, 8.5370e-02, 2.7066e-02, 9.1669e-04, 3.0488e-02,\n", + " 1.3043e-02, 1.4187e-02, 2.9486e-02, -1.9860e-02, 3.0017e-03,\n", + " -8.5086e-03, 2.2925e-02, 2.0662e-02, 2.3246e-02, -2.9678e-02,\n", + " -1.9658e-02, -4.7315e-03, 3.9793e-02, -3.3063e-03, 2.0819e-02,\n", + " -4.4485e-03, 4.0174e-02, 5.2218e-02, 6.9539e-02, 2.0808e-02,\n", + " -7.1788e-04, 2.0165e-02, -3.9593e-03, -6.8602e-03, 3.0855e-02,\n", + " 1.8093e-02, 3.2323e-03, -2.3715e-02, -2.1794e-02, 3.4128e-02,\n", + " 5.0360e-03, -6.9567e-02, 1.2807e-03, 4.1413e-02, 3.7234e-02,\n", + " -2.8687e-02, 1.5472e-02, -1.0079e-02, 1.5805e-02, 3.2067e-02,\n", + " 2.0517e-02, -1.6954e-02, 2.5452e-02, -2.3129e-02, -2.0042e-02,\n", + " 1.0423e-03, 1.0297e-02, 4.1556e-02, 3.2037e-03, -4.5724e-02,\n", + " -1.0613e-01, -2.3897e-02, 7.8736e-02, -2.8805e-03, 5.3093e-02,\n", + " -2.8744e-02, 5.6858e-02, 1.9942e-02, -5.1347e-02, -2.1814e-02,\n", + " 2.7876e-02, 1.9576e-02, -2.7549e-03, 4.3529e-02, 2.5382e-02,\n", + " -3.5662e-02, -4.9739e-03, -2.3017e-03, -2.2178e-02, -1.7660e-02,\n", + " -1.2280e-02, -2.8503e-02, -4.2838e-02, -5.3207e-03, -5.7340e-03,\n", + " -7.2650e-02, -6.3663e-02, 6.2727e-02, -3.6177e-02, -1.0716e-02,\n", + " 2.4669e-02, 3.9913e-03, 4.5764e-03, -6.9569e-02, 2.2785e-02,\n", + " 6.8501e-03, -3.5266e-02, 1.4130e-02, -9.0566e-02, 3.9843e-02,\n", + " -2.5987e-02, 8.2436e-03, -1.0220e-03, 7.9474e-02, 2.7852e-02,\n", + " 1.4907e-02, -1.5561e-02, -1.7826e-02, 5.6604e-02, -3.2992e-03,\n", + " -3.6688e-02, 4.7317e-02, 1.1485e-02, 2.1713e-02, 4.6875e-02,\n", + " -5.2991e-02, 6.2451e-03, -3.1465e-02, 3.8005e-02, -2.4841e-02,\n", + " -9.0695e-03, -1.8962e-02, 8.2102e-04, -3.1322e-02, 1.3349e-02,\n", + " -1.0046e-01, -3.7687e-02, 2.1363e-02, -1.2040e-03, 9.1451e-03,\n", + " -6.2732e-03, -3.2279e-02, -1.7498e-02, 1.1292e-02, 1.7507e-02,\n", + " -2.7286e-02, 6.2036e-03, -7.6828e-03, 6.8884e-03, 1.6963e-02,\n", + " 5.0557e-02, -6.4522e-02, -1.3841e-02, 1.7596e-02, 8.6085e-03,\n", + " -4.0150e-03, -2.7613e-02, 2.3232e-03, 1.0174e-02, 3.8290e-02,\n", + " -2.0112e-02, 4.1124e-03, -2.4282e-02, 2.4002e-02, -9.4768e-03,\n", + " -1.5401e-02, -1.1369e-02, 2.4107e-02, -3.0493e-02, -3.2196e-02,\n", + " -3.5803e-02, -2.0168e-02, 4.1227e-03, 3.2780e-02, 1.7654e-03,\n", + " 8.1757e-02, 1.3525e-03, 1.5755e-02, 3.1696e-02, 1.3814e-02,\n", + " -9.7093e-03, -2.1376e-02, -6.8283e-04, 6.2189e-03, -6.9530e-03,\n", + " 3.1356e-02, -2.8537e-02, -4.5527e-02, 1.0553e-02, 5.1624e-02,\n", + " 5.2369e-03, 5.6613e-02, -2.8112e-03, 4.5844e-02, 7.0298e-03,\n", + " -1.5992e-04, -1.6816e-02, -4.1234e-02, -2.1367e-02, -3.2719e-02,\n", + " 2.4947e-02, -3.2470e-02, -4.0703e-03, 7.9693e-03, -2.4743e-02,\n", + " 2.6615e-03, -4.5772e-02, -2.0880e-03, 3.5623e-02, 2.2286e-03,\n", + " -5.1267e-02, -3.4819e-02, -5.5968e-02, 5.3673e-04, 8.1907e-03,\n", + " -2.1552e-02, -1.4526e-02, -2.4518e-02, -6.6262e-03, 5.4865e-02,\n", + " 1.8691e-02, 4.2113e-02, 1.6093e-03, 3.8698e-02, 6.7356e-03,\n", + " -4.2735e-02, 1.5142e-02, -2.1660e-02, -1.7004e-02, 4.0723e-02,\n", + " -5.1226e-03, -5.1371e-03, -2.3706e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8908, 0.8788, 0.8164, 0.8048, 0.9654, 0.8963, 0.8816, 0.8757, 0.8651,\n", + " 0.8503, 0.7664, 0.7568, 0.7937, 0.7722, 0.8678, 0.8452, 0.7927, 0.7914,\n", + " 0.9183, 0.8864, 0.9019, 0.8231, 0.8737, 0.9217, 0.7941, 0.9489, 0.7704,\n", + " 0.8952, 0.8165, 0.8367, 0.8928, 0.7792, 0.9094, 0.8905, 0.8767, 0.8622,\n", + " 0.9040, 0.8477, 0.8894, 0.9514, 0.8804, 0.9021, 0.9087, 0.8814, 0.8505,\n", + " 0.8007, 0.9343, 0.8689, 0.9156, 0.8826, 0.8891, 0.8573, 0.9496, 0.7666,\n", + " 0.8615, 0.7722, 0.8453, 0.7536, 0.8582, 0.7698, 0.8772, 0.7749, 0.6608,\n", + " 0.8216, 0.8478, 0.8528, 0.8442, 0.8817, 0.8462, 0.9146, 0.9024, 0.9180,\n", + " 0.8691, 0.7560, 0.9035, 0.7610, 0.8606, 0.7004, 0.7597, 0.8067, 0.8652,\n", + " 0.9091, 0.9170, 0.8574, 0.7027, 0.8067, 0.8134, 0.8344, 0.8666, 0.9005,\n", + " 0.8231, 0.8854, 1.0371, 0.8027, 0.8288, 0.7859, 0.6780, 0.8018, 0.8596,\n", + " 0.8926, 0.9100, 0.9256, 0.8634, 0.8238, 0.7748, 0.6194, 0.8344, 0.8917,\n", + " 0.8711, 0.7706, 0.8724, 0.8399, 0.7956, 0.8823, 0.8686, 0.7918, 0.8294,\n", + " 0.8789, 0.8905, 0.8331, 0.8492, 0.7266, 0.8159, 0.7940, 0.6938, 0.8148,\n", + " 0.8577, 0.7830, 0.8516, 0.8245, 0.8907, 0.8240, 0.6747, 0.8707, 0.8536,\n", + " 0.8959, 0.8640, 0.7483, 0.8731, 0.6711, 0.9239, 0.9064, 0.8956, 0.9171,\n", + " 0.8029, 0.8463, 0.8880, 0.8416, 0.8722, 0.8806, 0.7999, 0.8578, 0.7188,\n", + " 0.8973, 0.8984, 0.8117, 0.8624, 0.8186, 0.8781, 0.6559, 0.8868, 0.8851,\n", + " 0.7878, 0.9152, 0.8266, 0.9007, 0.8710, 0.7917, 0.8624, 0.8765, 0.8728,\n", + " 0.8460, 0.7989, 0.8973, 0.9258, 0.8109, 0.7471, 0.8387, 0.8069, 0.8431,\n", + " 0.8429, 0.8901, 0.8488, 0.8992, 0.8999, 0.8551, 0.9280, 0.8629, 0.8911,\n", + " 0.8487, 0.8864, 0.9773, 0.9304, 0.8316, 0.8771, 0.8801, 0.8869, 0.8117,\n", + " 0.8275, 0.7544, 0.8871, 0.8603, 0.6859, 0.7912, 0.8320, 0.8471, 0.8507,\n", + " 0.7920, 0.8711, 0.8214, 0.7989, 0.8993, 0.8374, 0.8499, 0.8509, 0.6132,\n", + " 0.6951, 0.9149, 0.7354, 0.8341, 0.8751, 0.8963, 0.8635, 0.7770, 0.8539,\n", + " 0.7097, 0.7930, 0.8162, 0.8697, 0.9053, 0.8251, 0.8822, 0.8428, 0.8770,\n", + " 0.8609, 0.8360, 0.8552, 0.7617, 0.8873, 0.7741, 0.8112, 0.8678, 0.8439,\n", + " 0.7749, 0.7968, 0.6860, 0.7877, 0.8312, 0.8163, 0.7448, 0.8139, 0.9919,\n", + " 0.8192, 0.8435, 0.8946, 0.8531, 0.8369, 0.8194, 0.7870, 0.8148, 0.8991,\n", + " 0.8371, 0.8928, 0.8408, 0.7998, 0.7640, 0.8475, 0.8149, 0.8343, 0.9014,\n", + " 0.8460, 0.8532, 0.8335, 0.8171, 0.8946, 0.8827, 0.7228, 0.8371, 0.8271,\n", + " 0.8711, 0.7799, 0.8890, 0.8948, 0.7150, 0.8847, 0.7962, 0.8817, 0.9214,\n", + " 0.8282, 0.8916, 0.8238, 0.7211, 0.8743, 0.8313, 0.8848, 0.7219, 0.6998,\n", + " 0.9251, 0.8599, 0.8724, 0.9042, 0.8620, 0.8663, 0.8632, 1.0249, 0.8289,\n", + " 0.8143, 0.9038, 1.3370, 0.8474, 0.7927, 0.6685, 0.8016, 0.8646, 0.8719,\n", + " 0.8014, 0.8917, 0.8774, 0.8691, 0.6290, 0.8708, 0.8092, 0.8343, 0.8830,\n", + " 0.8786, 0.8668, 0.7881, 0.8862, 0.8787, 0.8580, 0.7634, 0.6533, 0.8373,\n", + " 0.9250, 0.9081, 0.8397, 0.8398, 0.8995, 0.8849, 0.8411, 0.7698, 0.9235,\n", + " 0.7673, 0.8548, 0.7791, 0.6511, 0.9051, 0.8719, 0.8421, 0.9104, 0.8582,\n", + " 0.8966, 0.8828, 0.6337, 0.8788, 0.8649, 0.8321, 0.8038, 0.8214, 0.8364,\n", + " 0.8936, 0.8064, 0.8134, 0.8003, 0.8533, 0.8695, 0.7749, 0.8725, 0.8836,\n", + " 0.8074, 0.8631, 0.8339, 0.9178, 0.8650, 0.8996, 0.9094, 0.8760, 0.8360,\n", + " 0.8272, 0.9241, 0.8695, 3.3955, 0.8705, 0.9307, 0.8362, 0.8600, 0.8674,\n", + " 0.9013, 0.8620, 0.8814, 0.8066, 0.8540, 0.8729, 0.8042, 0.8855, 0.8820,\n", + " 0.8643, 0.8228, 0.8592, 0.9016, 0.8140, 0.7394, 0.7688, 0.8432, 0.7460,\n", + " 0.8320, 0.8900, 0.8326, 0.8837, 0.8803, 0.8304, 0.8520, 0.8970, 0.8736,\n", + " 0.8414, 0.7892, 0.8245, 0.8396, 0.8649, 0.7499, 0.8315, 0.7823, 0.8751,\n", + " 0.7950, 0.8506, 0.8596, 0.8398, 0.8522, 0.8790, 0.7818, 0.8682, 0.8193,\n", + " 0.8768, 0.7926, 0.8768, 0.9270, 0.8686, 0.8125, 0.8756, 0.8695, 0.8302,\n", + " 0.8992, 0.8179, 0.6337, 0.8627, 0.8705, 0.9479, 0.8082, 0.8865, 0.8142,\n", + " 0.8899, 0.8872, 0.9221, 0.8657, 0.9245, 0.8903, 0.8326, 0.8639, 0.7905,\n", + " 0.8835, 0.8553, 0.7531, 0.8894, 0.8985, 0.8819, 0.7673, 0.7294, 0.8140,\n", + " 0.7866, 0.8018, 0.9243, 0.7718, 0.8411, 0.8732, 0.7769, 0.8354, 0.8183,\n", + " 0.8826, 0.8527, 0.8261, 0.8701, 0.8735, 0.6823, 0.8464, 0.8214, 0.8574,\n", + " 0.8139, 0.8448, 0.8107, 0.8711, 0.8859, 0.8486, 0.8124, 0.9055, 0.8704,\n", + " 0.8226, 0.6548, 0.7979, 0.8874, 0.8145, 0.7870, 0.8673, 0.7866, 0.8187,\n", + " 0.7935, 0.8874, 0.8211, 0.8397, 0.8894, 0.8631, 0.7687, 0.7802, 0.8299,\n", + " 0.8466, 0.8492, 0.8821, 0.8843, 0.6359, 0.9250, 0.8460, 0.8857, 0.7897,\n", + " 0.9135, 0.8448, 0.8255, 0.8548, 0.8158, 0.8644, 0.8687, 0.7091, 0.8403,\n", + " 0.7895, 0.8971, 0.8605, 0.8955, 0.7915, 0.8699, 0.8484, 0.7965, 0.9194,\n", + " 0.7932, 0.7071, 0.8655, 0.8113, 0.8930, 0.9162, 0.8680, 0.8283, 0.8483,\n", + " 0.8693, 0.8951, 0.7679, 0.8522, 0.8959, 0.8939, 0.8475, 0.8574, 0.7872,\n", + " 0.8984, 0.8715, 0.8784, 0.8214, 0.8416, 0.9117, 0.8196, 0.8597, 0.7963,\n", + " 0.8704, 0.8504, 0.8727, 0.8340, 0.8597, 0.8509, 0.6890, 0.8435, 0.8476,\n", + " 0.8708, 0.6328, 0.9185, 0.8723, 0.8200, 0.8756, 0.8918, 0.8217, 0.8699,\n", + " 0.8485, 0.9967, 0.8811, 0.7856, 0.8631, 0.8897, 0.8498, 0.9262, 0.8388,\n", + " 0.7901, 0.8331, 0.8688, 0.8569, 0.8537, 0.8365, 0.8182, 0.8942, 0.8866,\n", + " 0.8463, 0.8869, 0.8394, 0.9231, 0.7984, 0.8740, 0.8726, 0.8353, 0.7919,\n", + " 0.8872, 0.7689, 0.6218, 0.8400, 0.7966, 0.9079, 0.8769, 0.7981, 0.7941,\n", + " 0.8575, 0.8995, 0.8624, 0.8585, 0.8805, 0.9133, 0.8333, 0.8086, 0.9206,\n", + " 0.8325, 0.7797, 0.8181, 0.8854, 0.8561, 0.8234, 0.8734, 0.8858, 0.7785,\n", + " 0.8895, 0.8619, 0.8108, 0.8599, 0.7322, 0.8980, 0.8275, 0.8324, 0.8470,\n", + " 0.8063, 0.8376, 0.9021, 0.8721, 0.8379, 0.8141, 0.6811, 0.8273, 0.7728,\n", + " 0.8397, 0.8688, 0.8014, 0.8723, 0.9012, 0.8971, 0.9158, 0.8628, 0.8225,\n", + " 0.8963, 0.8268, 0.8531, 0.7969, 0.6276, 0.8526, 0.8314, 0.8010, 0.8807,\n", + " 0.8678, 0.8879, 0.8922, 0.9053, 0.8772, 0.8971, 0.8988, 0.8562, 0.8525,\n", + " 0.8877, 0.8507, 0.7839, 0.8583, 0.8941, 0.8664, 0.8485, 0.8495, 0.8426,\n", + " 0.8950, 0.8668, 0.8842, 0.8485, 0.7265, 0.8237, 0.6463, 0.9183, 0.8831,\n", + " 0.8201, 0.8409, 0.8950, 0.7923, 0.8142, 0.8448, 0.8879, 0.8663, 0.7791,\n", + " 0.8568, 0.8015, 0.8253, 0.8048, 0.9013, 0.8313, 0.8361, 0.8892, 0.8230,\n", + " 0.7587, 0.8609, 0.8843, 0.8487, 0.8526, 0.8886, 0.8225, 0.8283, 0.8455,\n", + " 0.8859, 0.8674, 0.8982, 0.8950, 0.9144, 0.8502, 0.8186, 0.8886, 0.8253,\n", + " 0.8982, 0.7530, 0.8619, 0.8681, 0.9076, 0.8465, 0.7898, 0.8664, 0.8131,\n", + " 0.8316, 0.8657, 0.8760, 0.9139, 0.8908, 0.8030, 0.8493, 0.8637, 0.7874,\n", + " 0.8309, 0.8933, 0.8474, 0.7458, 0.8771, 0.8393, 0.8172, 0.8739, 0.8716,\n", + " 0.7530, 0.8105, 0.9045], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.8413e-02, -1.4685e-02, 9.7925e-02, -2.3285e-01, 2.7856e-01,\n", + " -9.1128e-02, 8.8250e-02, 1.3665e-01, -2.8131e-02, -1.0412e-01,\n", + " -1.0079e-01, 7.0019e-02, -6.4326e-02, 8.9503e-02, -4.9994e-02,\n", + " 8.9974e-02, -2.7961e-02, 7.5033e-03, -8.2368e-02, 8.2457e-02,\n", + " 2.0410e-01, -1.3862e-01, 8.6699e-02, 4.0604e-01, -4.0876e-02,\n", + " 1.9091e-01, 1.2762e-01, -1.3673e-01, -2.1507e-01, 2.0646e-04,\n", + " -4.1168e-03, 3.3988e-02, 1.4856e-01, -1.5327e-01, 6.1553e-02,\n", + " -3.2388e-02, -2.4307e-01, 1.2527e-01, 1.5861e-01, -2.6779e-01,\n", + " -1.2452e-01, -8.5194e-02, 7.9765e-02, 1.0477e-01, -5.1023e-02,\n", + " -1.9498e-01, -1.9637e-02, -9.9008e-02, -2.9685e-02, -1.3916e-02,\n", + " -1.6059e-01, -1.0926e-01, 1.9204e-01, -3.1858e-01, 5.9194e-02,\n", + " 6.8880e-02, 5.2595e-02, -1.8563e-01, -3.1860e-02, -1.3400e-03,\n", + " -8.5109e-02, 1.1847e-01, -1.0633e-01, -1.0766e-01, -2.0041e-02,\n", + " 1.0122e-01, -9.5441e-02, -2.5757e-02, -2.1580e-02, -1.7249e-01,\n", + " -1.9299e-01, 6.0964e-02, -1.0986e-01, -1.3449e-01, 7.8948e-02,\n", + " -4.2720e-02, -1.0930e-01, 1.0152e-01, 1.5338e-02, 4.7844e-02,\n", + " -6.2282e-02, 1.5118e-02, 1.0789e-01, 1.5356e-01, -4.9561e-02,\n", + " -2.2780e-01, -9.9362e-04, -4.3155e-02, -4.5890e-02, 4.2127e-02,\n", + " -8.4693e-02, -2.2918e-01, 6.2738e-01, -6.6771e-02, 9.6695e-02,\n", + " -1.0027e-01, 2.3973e-01, -1.1050e-01, -5.8350e-02, -8.1114e-02,\n", + " 1.7023e-02, 7.5210e-02, -2.6273e-02, -5.0015e-02, 4.9011e-02,\n", + " 6.9222e-03, -8.5743e-02, -1.1984e-01, -8.1934e-02, -2.8638e-02,\n", + " -1.6781e-01, -8.9566e-03, -2.9742e-01, -1.1436e-01, -2.5355e-02,\n", + " 1.9245e-02, 3.0905e-02, -1.3231e-02, -1.7387e-01, 9.1912e-02,\n", + " -9.6294e-02, -1.4875e-01, -6.4018e-02, 6.9584e-02, 1.2863e-01,\n", + " -2.5615e-01, -6.9177e-02, 2.2179e-01, -1.2918e-01, -3.0907e-02,\n", + " -1.0416e-01, 1.4877e-01, -1.5592e-01, -1.0273e-01, -8.2931e-02,\n", + " -7.2520e-02, 3.3927e-03, 8.0055e-02, -1.3827e-01, -1.8813e-01,\n", + " -1.0798e-01, -3.1946e-02, 1.4345e-02, 5.4373e-02, -8.5776e-03,\n", + " -4.9808e-01, -7.0646e-02, 2.9841e-02, -8.7338e-02, 2.3898e-01,\n", + " 1.0324e-01, 1.7185e-01, -9.4743e-02, 8.1135e-02, -8.8625e-03,\n", + " 5.8927e-02, 1.0045e-01, 1.8999e-01, 4.9619e-02, -2.1625e-01,\n", + " 9.8230e-03, -1.5053e-01, -8.8393e-02, 5.1734e-02, -1.7297e-02,\n", + " 5.9621e-02, 1.6417e-01, -2.6357e-02, -4.6794e-01, -1.6534e-01,\n", + " -1.6453e-01, -6.0327e-02, -1.0038e-01, 2.1235e-01, -2.4608e-02,\n", + " 2.2982e-01, 5.4501e-03, 1.4479e-01, 1.6694e-01, -5.9400e-02,\n", + " -1.0492e-02, -1.8781e-02, -1.2721e-01, 1.2032e-01, 8.6587e-02,\n", + " -7.8543e-02, 1.3054e-01, 1.7380e-01, 5.6252e-02, 9.5063e-02,\n", + " -6.2605e-03, -3.0282e-01, 2.1641e-01, -3.5409e-02, 1.0196e-01,\n", + " 8.1524e-02, -2.2450e-02, 1.9720e-01, 2.9872e-02, -1.1372e-01,\n", + " -2.1850e-01, 4.2091e-02, 1.3902e-01, 8.0194e-02, -1.5349e-01,\n", + " 1.2549e-01, 6.1810e-02, -1.4126e-01, 5.3815e-02, 9.5186e-02,\n", + " -6.1146e-02, -9.5448e-02, 6.6996e-03, 1.8820e-01, 7.1465e-02,\n", + " -7.1717e-02, -2.0179e-01, -8.3425e-02, 1.6248e-01, -1.1953e-01,\n", + " -6.5946e-02, 2.0023e-01, -4.7521e-02, 6.1980e-02, -1.0993e-01,\n", + " 2.2824e-01, 5.7869e-02, -2.0957e-01, 2.6353e-02, -5.2742e-02,\n", + " -2.4369e-03, -3.0650e-02, 7.4169e-02, -1.0147e-02, -7.8982e-04,\n", + " 1.6888e-01, -1.4766e-02, -1.9214e-01, 1.4586e-02, -2.0228e-01,\n", + " 1.2323e-02, 1.0994e-01, -1.7867e-01, 2.2628e-02, -4.5112e-03,\n", + " -6.5385e-02, -1.1412e-01, 6.0078e-02, -1.9050e-01, -2.2420e-01,\n", + " -3.2391e-02, 4.2866e-01, 4.1080e-02, -6.4562e-02, 9.0099e-03,\n", + " -6.6397e-02, -3.8664e-01, -4.6759e-03, 3.3033e-02, -8.0993e-02,\n", + " -7.8662e-03, -1.3730e-01, 1.7759e-02, 7.2331e-03, -9.2599e-02,\n", + " -1.1557e-01, -5.1022e-02, 2.6566e-02, 7.4261e-02, -4.8146e-02,\n", + " 9.9368e-03, -1.8030e-02, -1.1669e-01, 1.0394e-01, -3.5411e-02,\n", + " 8.9891e-02, -1.3748e-01, -1.5533e-01, -1.6918e-01, -1.2368e-01,\n", + " 9.7652e-02, 1.2463e-02, -1.0896e-01, -2.4045e-01, -2.4022e-01,\n", + " 1.0053e-01, 1.2797e-01, 1.9155e-01, 2.8814e-02, -1.7075e-02,\n", + " 6.6131e-02, -1.4223e-01, -9.9026e-02, -4.1128e-02, 9.7625e-02,\n", + " -6.7123e-02, -8.0236e-03, 2.8599e-01, 6.3024e-02, -2.4517e-02,\n", + " -3.7168e-02, 7.8311e-02, -1.4959e-01, 8.9837e-02, 3.1989e-01,\n", + " -3.9809e-02, -8.7327e-02, -6.4228e-02, -1.1159e+00, 7.2103e-03,\n", + " -6.4932e-02, -9.3647e-02, 1.1436e-01, 3.0608e-02, -9.0261e-02,\n", + " 2.1614e-02, 4.2796e-02, -1.9691e-02, -1.6561e-01, 1.4114e-03,\n", + " -2.4439e-01, 5.8508e-02, 1.3969e-01, -2.9009e-01, -1.3038e-01,\n", + " 1.0303e-01, -7.1625e-02, -1.8464e-01, -3.9552e-02, -9.8607e-02,\n", + " -4.6643e-02, -5.9559e-02, 7.7511e-02, 6.5654e-02, -6.9893e-02,\n", + " 5.0171e-02, -6.8154e-02, -1.6579e-01, -3.8187e-02, -7.3564e-02,\n", + " -3.9211e-02, -2.9803e-02, 1.4025e-01, -4.5741e-02, 3.0368e-02,\n", + " -1.9968e-02, 5.6872e-02, -1.0294e-01, -1.7294e-01, -2.3538e-01,\n", + " -1.7551e-01, 1.8185e-02, 4.8804e-02, 3.8119e-03, -1.7166e-02,\n", + " -4.5914e-02, 1.1703e-01, 8.3309e-02, -1.3071e-02, 6.3116e-02,\n", + " 2.2611e-02, 6.7043e-02, -8.9732e-03, 1.9178e-02, 1.8123e-02,\n", + " -8.4349e-02, -6.6815e-02, 1.3596e-01, -1.1523e-01, -1.4107e-01,\n", + " -8.0859e-02, -7.0844e-02, 3.7028e-02, -4.4255e-02, -1.8313e-01,\n", + " -7.2192e-03, 2.1698e-02, -1.4655e-01, -1.9548e-01, 6.9601e-02,\n", + " -2.3097e-02, -1.3960e+00, 5.7968e-02, -2.1191e-01, 7.7244e-02,\n", + " -1.2873e-01, -3.1151e-01, 7.3383e-02, -8.4914e-02, -3.3021e-02,\n", + " 1.0113e-01, 5.9477e-02, 1.3377e-01, -1.0959e-01, 3.5372e-02,\n", + " -4.0199e-02, -1.7281e-01, -2.1721e-01, 6.9882e-02, -1.0425e-01,\n", + " -9.5598e-02, -1.7582e-01, 1.5404e-01, -1.3261e-01, -6.3073e-02,\n", + " -1.2300e-01, 5.1205e-02, -1.1124e-01, 1.4006e-01, -1.5453e-01,\n", + " -1.1277e-01, -6.3515e-02, -5.4086e-03, -1.1250e-03, -1.5718e-01,\n", + " 4.9910e-02, -5.2535e-02, -2.8268e-02, 8.2641e-02, 3.6361e-02,\n", + " -1.5047e-01, -1.7742e-01, 4.1598e-02, -8.0393e-03, -2.1642e-01,\n", + " 1.8160e-01, 3.9809e-02, -2.1557e-01, -2.3357e-01, 1.1748e-01,\n", + " 7.5901e-02, -2.5071e-01, -2.2760e-01, 2.4158e-01, -1.9920e-01,\n", + " 1.0629e-01, -2.0799e-01, -4.2341e-02, -1.6591e-01, -5.0407e-02,\n", + " 5.1418e-02, 4.5848e-02, 1.5719e-01, -1.2281e-01, 1.6653e-02,\n", + " -3.8105e-02, -2.1069e-01, 4.5201e-02, -8.0104e-02, -2.3977e-01,\n", + " -1.7001e-02, -6.8664e-02, 1.1687e-01, -1.5591e-01, 9.1707e-02,\n", + " 3.4915e-02, -1.2525e-01, 1.2920e-01, -9.6741e-02, -1.1362e-01,\n", + " 3.5749e-02, -2.4381e-01, -9.8565e-02, 1.2220e-01, 9.5467e-02,\n", + " -1.1720e-01, -6.3551e-02, -1.0808e-01, 3.6753e-02, -1.1724e-02,\n", + " 3.6011e-02, -1.2097e-01, -7.9562e-02, -5.0209e-02, -3.0134e-02,\n", + " -7.5588e-02, -1.4164e-01, 7.5756e-02, -1.9803e-01, -1.0804e-01,\n", + " 1.0304e-01, 1.6737e-01, -1.6566e-01, 4.6699e-04, -5.1747e-02,\n", + " -1.3254e-03, 9.3415e-02, 8.7815e-02, -2.1817e-01, -3.3234e-02,\n", + " -6.0532e-02, -1.2367e-04, 4.5735e-02, -1.9991e-02, -1.6754e-02,\n", + " -7.4464e-02, 4.6651e-02, 2.7128e-02, -7.9539e-02, 1.0701e-02,\n", + " 1.1578e-01, 1.1617e-01, -4.8222e-02, -2.4963e-02, -2.9761e-02,\n", + " 3.9485e-02, -1.1065e-01, -5.3894e-02, -1.4495e-01, 4.0127e-02,\n", + " -1.4562e-01, -5.6944e-02, -3.2598e-02, -1.1129e-01, -1.0191e-01,\n", + " 2.5794e-01, -6.5729e-02, -2.2104e-02, -2.3917e-01, 8.3269e-02,\n", + " -1.1649e-01, 2.9953e-01, 9.9733e-02, -1.2288e-01, 2.8718e-02,\n", + " -2.7494e-02, 2.1160e-02, -7.0543e-02, 8.0848e-02, 1.1905e-01,\n", + " -8.9125e-03, -1.6610e-01, -6.5870e-02, -7.9934e-02, 7.0267e-02,\n", + " -1.0885e-01, -5.3426e-02, 8.2237e-04, 4.8007e-02, -3.0076e-01,\n", + " -1.0827e-02, 1.0854e-02, -1.3745e-01, -1.3607e-03, -1.3428e-01,\n", + " -4.4595e-01, -2.2266e-01, -7.2535e-02, 2.4056e-01, 1.8615e-01,\n", + " -3.3728e-02, -9.5504e-02, 7.1057e-03, 5.9112e-02, -3.1857e-02,\n", + " -6.0401e-02, 1.2101e-02, 9.3061e-02, 7.1677e-02, -5.6540e-02,\n", + " -6.9476e-02, -1.7546e-01, -6.1857e-02, -5.5901e-02, -1.4457e-01,\n", + " 5.0644e-02, 1.0009e-01, -1.2428e-01, -2.7285e-02, -9.2139e-02,\n", + " 1.0749e-02, 3.4633e-02, 4.0659e-02, -7.6864e-02, -1.6425e-01,\n", + " -3.5354e-02, -1.8655e-01, -9.0537e-02, 1.4516e-01, -7.9572e-02,\n", + " -1.7576e-01, 7.7620e-02, 1.2878e-01, -1.8386e-01, -1.9528e-01,\n", + " -6.1632e-02, 3.7473e-01, -7.9596e-02, -1.5307e-01, 8.0662e-02,\n", + " 2.2754e-02, -3.0187e-02, 9.6166e-02, 8.3238e-02, 6.2987e-02,\n", + " -1.6073e-02, 1.0959e-01, 4.7464e-02, 8.5676e-02, 2.2047e-02,\n", + " 4.9718e-02, 2.8123e-02, -1.0709e-01, 5.4231e-02, 1.3411e-01,\n", + " 1.7343e-01, 1.1455e-01, 7.2517e-02, 9.1527e-02, -3.9772e-04,\n", + " 9.6347e-03, -1.8090e-01, -1.0493e-01, 7.0741e-02, -2.8755e-01,\n", + " -3.5062e-02, -8.3939e-02, -3.9652e-03, -9.9245e-02, -1.2798e-01,\n", + " 1.0584e-01, 1.7753e-02, 1.1607e-01, 9.7722e-02, -3.9840e-02,\n", + " 1.0661e-01, 2.2482e-01, -1.6806e-01, 5.4712e-02, 8.6336e-03,\n", + " 1.8843e-01, 9.0219e-02, 2.8398e-02, 2.3419e-01, -1.5213e-02,\n", + " -9.6268e-03, 3.5601e-03, 1.8767e-03, 1.7073e-01, 9.7382e-02,\n", + " -5.7197e-02, 1.5349e-01, 8.9408e-02, -7.6702e-02, -4.9486e-02,\n", + " -1.6533e-01, 1.5982e-02, -1.6690e-02, -4.8249e-02, 1.0601e-03,\n", + " -6.5780e-02, 1.5702e-01, 1.2802e-01, 1.0183e-01, -1.8196e-01,\n", + " -1.2446e-02, 1.3715e-02, -2.0893e-03, -5.9811e-02, -1.0643e-01,\n", + " 8.7622e-02, -2.7751e-02, 5.5097e-02, -1.3291e-01, 5.6253e-02,\n", + " -1.2122e-01, 1.3294e-01, 1.3929e-01, 8.8614e-02, 9.6920e-02,\n", + " 3.7516e-02, 4.2057e-02, -1.5608e-01, -1.8384e-02, 6.6939e-02,\n", + " -1.3783e-01, 2.9469e-01, 1.9535e-01, 1.3888e-01, -7.3465e-02,\n", + " -1.5283e-02, -6.6779e-02, 1.9453e-01, -4.1716e-03, -1.6370e-01,\n", + " -3.6217e-02, 1.3067e-01, -1.1984e-03, -1.4443e-01, -2.4163e-02,\n", + " -6.3179e-02, 2.9602e-02, 8.7595e-02, 6.4204e-03, -2.6012e-02,\n", + " 2.6654e-02, -1.8188e-01, -4.5173e-04, 1.7959e-04, -1.2388e-01,\n", + " 5.5466e-02, -4.6545e-02, -5.4421e-02, 1.3971e-02, 9.4679e-02,\n", + " -2.9822e-03, 2.3863e-01, 8.6586e-02, 3.1484e-02, 1.1449e-01,\n", + " 6.0149e-02, 1.7138e-02, 3.6635e-02, 1.1296e-01, -6.6452e-03,\n", + " 1.7987e-01, -3.5096e-02, 6.2008e-02, -4.0595e-02, -2.5367e-02,\n", + " -7.8834e-02, -1.1187e-01, -7.6657e-02, -4.7279e-02, 9.4460e-02,\n", + " -3.4396e-02, -6.3446e-02, -6.6970e-02, -9.2655e-02, 2.0745e-02,\n", + " 5.5555e-02, 1.4707e-01, 9.9179e-02, 1.2400e-01, 2.5084e-01,\n", + " 1.4453e-02, 4.2043e-03, 1.2572e-01, -1.3068e-02, 7.3298e-02,\n", + " 2.1079e-02, -4.0195e-02, -1.8587e-02, -1.3593e-02, -3.8091e-02,\n", + " 8.1169e-03, -8.7447e-02, -2.1214e-02, 1.4264e-01, 1.5662e-03,\n", + " 6.1930e-02, -1.2532e-01, -3.3435e-02, 1.4278e-01, -2.0842e-01,\n", + " -9.5605e-02, -1.1476e-01, 7.4646e-02, -8.6479e-02, 4.3559e-02,\n", + " 4.6354e-02, 1.0192e-01, -1.3717e-02, -1.3720e-01, -2.0517e-01,\n", + " 3.5646e-02, -9.0082e-03, 4.1935e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0969, -0.2770, -0.1305, ..., 0.4151, -0.0637, -0.1128],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.2170e-04, 6.0063e-02, 1.6595e-03, 3.8482e-02, 6.7035e-02,\n", + " -2.4201e-04, 4.7873e-02, 6.3861e-02, -3.6354e-02, 6.8237e-03,\n", + " 7.2248e-03, 1.1775e-02, -4.2003e-02, 1.0232e-01, 1.3154e-02,\n", + " 2.1304e-02, 1.7575e-02, 3.5660e-02, 3.9253e-03, 1.0006e-02,\n", + " 3.2980e-02, 6.3024e-03, 3.8897e-02, -4.8003e-02, 1.5026e-02,\n", + " 1.1065e-01, 4.5879e-02, 1.8573e-02, -1.3919e-01, 4.7081e-02,\n", + " 6.9270e-02, 5.7559e-03, -1.0859e-02, -5.9208e-02, 9.6604e-03,\n", + " -1.0258e-02, -1.3586e-02, -2.3328e-02, -2.6191e-02, 1.5953e-02,\n", + " -2.1898e-04, -3.0575e-02, 2.4398e-02, -2.1622e-02, 3.5621e-03,\n", + " 2.5069e-02, 4.6042e-02, 6.2312e-02, 2.2134e-02, -8.1054e-02,\n", + " -4.2733e-03, -2.0844e-02, 2.3254e-02, -4.8400e-02, 5.7859e-02,\n", + " 7.9881e-02, 4.3739e-02, -1.1830e-01, 1.0345e-02, -6.1802e-02,\n", + " -1.9055e-02, 1.5268e-01, -6.6365e-02, 4.6455e-02, 2.8014e-02,\n", + " 6.2891e-02, -3.4457e-02, 4.0059e-02, -2.6777e-02, -6.6260e-02,\n", + " -1.0046e-01, 1.4962e-02, 7.0970e-03, -2.2106e-02, 7.8341e-03,\n", + " 9.0236e-02, 1.7539e-03, -5.0696e-02, -1.7790e-02, 2.7531e-03,\n", + " 9.8775e-02, 1.2555e-02, 3.6189e-03, 1.9622e-02, 6.9818e-02,\n", + " -7.0865e-02, -2.3232e-03, 6.1118e-02, -3.3884e-02, 2.2079e-02,\n", + " 2.1252e-02, -3.5691e-02, 7.0729e-02, -4.1870e-02, 1.2791e-01,\n", + " -8.8177e-02, 1.9402e-01, -9.2882e-02, -4.5698e-02, -6.4573e-02,\n", + " -5.0827e-02, -8.3141e-03, 4.0737e-03, -2.7518e-02, 2.7105e-02,\n", + " -4.7677e-02, 3.6330e-02, -3.7403e-02, -8.9815e-02, -5.7190e-02,\n", + " -7.0872e-02, -1.2979e-02, -2.8470e-02, 4.5800e-03, -7.0889e-02,\n", + " 3.7618e-02, -3.1289e-02, -1.4464e-03, -2.5946e-02, 4.6706e-02,\n", + " -5.4563e-02, -3.5210e-02, -2.1083e-02, 2.6247e-02, 1.0972e-01,\n", + " -7.4630e-02, -1.8842e-02, 1.1783e-01, -2.9209e-03, -4.4241e-02,\n", + " 2.5516e-02, 1.2702e-02, -1.8395e-02, -2.9001e-02, 8.6731e-02,\n", + " 3.5289e-03, 7.0610e-02, 9.8236e-02, -8.0229e-02, 1.7151e-03,\n", + " -5.3360e-02, 8.1097e-02, 5.8118e-02, -1.2575e-02, -1.0752e-03,\n", + " -6.4532e-02, 7.6080e-02, 1.9670e-02, -1.2663e-01, 1.0551e-01,\n", + " -5.4672e-02, 4.6454e-02, -2.0095e-01, 3.5418e-02, -4.1717e-02,\n", + " -9.1663e-02, 4.2159e-02, 2.4436e-02, -9.5782e-03, -1.1963e-01,\n", + " 6.2566e-02, 2.6202e-03, 4.0801e-02, 3.3338e-02, -4.7075e-02,\n", + " 1.0630e-01, 8.0339e-04, 3.0761e-02, -6.6086e-02, 4.1680e-02,\n", + " 4.3115e-02, 8.9651e-02, -8.0294e-02, 6.3234e-03, 1.5163e-02,\n", + " -3.4469e-02, 1.3547e-02, 1.7744e-02, -7.6349e-03, -6.4067e-02,\n", + " 9.7095e-03, 1.3867e-02, -7.1573e-02, 1.8909e-02, -4.4168e-03,\n", + " -6.3647e-02, -1.5911e-02, 2.7158e-02, 2.2263e-02, -3.9057e-02,\n", + " -4.3787e-03, -1.4804e-02, 1.0358e-02, -3.8233e-02, 1.0357e-01,\n", + " 4.4544e-02, 3.6539e-02, 7.2005e-02, -5.3127e-02, -1.5905e-02,\n", + " -4.5856e-02, -3.0769e-02, 4.9159e-02, 5.5867e-02, 1.1320e-02,\n", + " 1.1742e-02, 3.0524e-02, -2.0164e-02, 6.2026e-03, 6.0413e-02,\n", + " -8.6086e-03, -5.0011e-02, 1.1612e-01, 6.5789e-02, 3.2092e-02,\n", + " 3.9428e-02, -1.2399e-01, 1.8430e-03, 7.3844e-02, 2.0029e-02,\n", + " 7.2899e-02, 6.3061e-02, -6.3117e-03, -3.6373e-03, -9.7970e-04,\n", + " 8.1892e-02, -1.4783e-02, 7.6118e-02, 3.4561e-02, 1.1144e-02,\n", + " 7.9492e-03, -2.0293e-02, 1.0524e-03, 2.4928e-02, -4.6542e-02,\n", + " -4.4656e-02, 1.3977e-03, 2.3813e-02, -1.4959e-02, -1.9909e-02,\n", + " 6.4619e-02, -7.7482e-02, -5.8996e-02, 5.0229e-02, 5.1928e-02,\n", + " 3.1083e-02, -4.3486e-02, -5.1041e-02, 7.8179e-03, -6.1521e-02,\n", + " -4.1081e-02, 1.4633e-02, -8.3661e-03, 6.6291e-03, 3.5536e-02,\n", + " -4.4390e-02, -3.0595e-02, -3.6735e-02, 4.5507e-02, 2.1754e-03,\n", + " 6.5844e-03, -2.9924e-02, -3.4199e-02, 6.5686e-02, 2.1670e-02,\n", + " -5.1851e-02, -1.3942e-02, -2.7465e-02, 3.1634e-02, -3.4249e-02,\n", + " -2.2381e-04, 3.1679e-03, -7.5997e-02, 3.6519e-02, -5.7722e-03,\n", + " -9.3319e-02, -7.4326e-02, -2.7557e-02, 1.2297e-02, -7.6779e-02,\n", + " 6.3775e-02, -1.2918e-02, -2.7602e-02, -7.7716e-02, -7.1222e-04,\n", + " 2.2396e-02, 2.8173e-02, 7.0164e-02, 4.9471e-02, 4.1215e-02,\n", + " 1.3544e-02, -9.3283e-03, -9.3468e-02, -7.9633e-02, 1.4412e-02,\n", + " 5.9717e-02, 1.0323e-01, 4.0613e-02, 2.9773e-02, 1.5924e-03,\n", + " 6.2818e-02, 2.6974e-02, -5.9787e-03, 1.4005e-01, 4.5572e-02,\n", + " -2.5737e-02, -5.9158e-02, 7.2718e-03, -6.1680e-01, 3.6306e-02,\n", + " -2.2779e-02, -6.1035e-02, 5.0906e-02, 3.6639e-02, -4.2127e-02,\n", + " 8.8539e-04, -3.4424e-02, -6.4687e-03, -5.3346e-02, 2.6771e-02,\n", + " -4.3954e-02, 5.6405e-02, 4.9614e-02, -1.2300e-01, 7.1555e-03,\n", + " -5.2632e-02, -1.1515e-02, 3.0323e-02, 2.1959e-02, -1.4703e-02,\n", + " 5.5040e-02, 2.7321e-03, -1.4248e-02, 4.2971e-02, -5.5822e-03,\n", + " 2.2160e-02, -8.6609e-02, -6.0093e-02, -3.5534e-02, -4.1253e-02,\n", + " 1.7029e-02, 3.5640e-02, -3.2246e-02, 8.9553e-02, 9.6234e-03,\n", + " 1.3275e-03, 1.2372e-02, -2.8180e-02, 6.2927e-04, 3.9991e-02,\n", + " -1.3903e-02, -1.7243e-02, 1.4555e-02, -8.7815e-02, 4.3337e-02,\n", + " -8.2965e-03, 2.8884e-02, -1.4052e-02, 2.7102e-02, 7.2601e-03,\n", + " 3.3883e-02, -2.3349e-02, 5.8282e-02, 6.5433e-02, 2.2030e-02,\n", + " 6.3730e-02, -9.2785e-02, 1.0581e-02, 1.0353e-02, -1.2116e-02,\n", + " -2.9533e-02, 6.9125e-02, -3.1297e-02, 9.0770e-03, 1.5202e-02,\n", + " 6.6084e-03, 2.4212e-02, -9.0449e-02, -8.8810e-02, 7.5918e-03,\n", + " 2.1800e-02, -2.7338e-01, -2.0026e-02, -4.8421e-02, 2.8002e-02,\n", + " -1.1467e-02, -6.1302e-02, 5.1522e-02, -5.6083e-02, -1.0594e-01,\n", + " 2.5938e-02, -1.5337e-02, 1.2070e-02, -6.8711e-02, 6.2300e-02,\n", + " 1.3589e-02, -6.4764e-02, -1.1411e-01, -1.4600e-04, -1.9355e-02,\n", + " -8.1626e-02, -1.3368e-02, -3.8464e-02, 1.5429e-02, 6.2184e-02,\n", + " -2.8421e-02, -6.4710e-03, -1.5150e-03, -1.6829e-02, -5.6107e-03,\n", + " 4.0351e-02, 3.1962e-02, 9.3324e-04, 1.6704e-02, -8.3068e-02,\n", + " 6.2157e-02, -1.0414e-01, 2.3693e-02, 1.9637e-02, 9.7307e-02,\n", + " 8.1310e-03, -6.2924e-02, 5.9121e-02, -2.8327e-02, -9.1653e-02,\n", + " 3.4477e-02, 1.5896e-02, -4.7408e-02, -5.2834e-02, -5.1267e-04,\n", + " 8.5556e-03, -9.9068e-02, -1.6198e-02, -5.6321e-03, -1.0247e-01,\n", + " 2.7906e-03, -7.7546e-02, -4.6857e-02, 1.8865e-02, -6.6104e-02,\n", + " -7.1523e-02, 2.7828e-03, 7.9409e-02, -1.1828e-02, -1.4697e-02,\n", + " -1.2201e-02, -2.5375e-02, 6.2806e-04, -1.9977e-02, -7.9596e-02,\n", + " 1.5042e-02, -2.7848e-02, 6.1351e-02, -5.6079e-02, -9.9293e-04,\n", + " 1.0092e-01, -3.2883e-02, -3.6954e-02, -1.1112e-01, -6.2404e-02,\n", + " -6.5594e-03, -1.5225e-01, -3.5693e-02, -4.0841e-02, 1.1048e-01,\n", + " 4.6431e-02, 3.1326e-02, -1.1429e-01, -3.0083e-02, 6.7680e-02,\n", + " -1.1966e-02, -5.9224e-03, -2.2540e-02, -6.7590e-02, 1.7091e-02,\n", + " -7.5346e-02, -7.1731e-02, -1.1343e-03, -4.3418e-02, -1.2380e-01,\n", + " 6.2839e-02, 9.8182e-03, -1.8165e-02, -9.1076e-02, -8.7224e-02,\n", + " 2.2102e-02, 5.4233e-02, 3.8448e-02, -9.4332e-02, -1.4012e-02,\n", + " -1.1948e-02, -3.7650e-02, -3.1052e-02, 5.6405e-02, 1.5921e-02,\n", + " 3.6562e-02, 5.9777e-02, -1.1181e-02, 3.4184e-02, 6.0539e-03,\n", + " -1.5960e-02, -4.2777e-02, -1.6571e-02, -8.5362e-03, 1.6027e-02,\n", + " 7.6628e-02, 1.8528e-02, 9.9334e-04, 2.3554e-03, 4.6977e-02,\n", + " -7.9010e-02, -4.6215e-02, 2.4797e-02, 3.1898e-02, -5.0661e-03,\n", + " 1.0499e-01, -7.7615e-02, -8.5634e-02, -7.1968e-02, 6.8785e-02,\n", + " -3.0503e-02, 9.3833e-02, 3.5405e-02, 1.3718e-02, -5.7058e-02,\n", + " 7.6762e-02, -2.1927e-02, -4.7537e-02, 1.0004e-02, -2.7378e-02,\n", + " -2.7948e-02, 3.2326e-02, -5.6629e-02, -1.6973e-02, 1.1347e-01,\n", + " 3.4256e-02, -5.0609e-02, 7.6325e-02, -4.2452e-02, -9.9416e-02,\n", + " -2.5471e-03, -8.3350e-02, -3.2576e-02, 3.4807e-02, -6.2415e-02,\n", + " -2.5382e-02, -3.3885e-02, 1.0671e-01, 7.6704e-02, 2.3895e-02,\n", + " 8.0721e-03, -2.4196e-02, 2.4780e-02, 7.9036e-03, -1.3012e-02,\n", + " 2.8986e-03, -1.6687e-02, 8.2716e-02, -2.1361e-02, 2.4014e-02,\n", + " -2.4097e-02, 9.7145e-02, -3.7438e-02, -3.1556e-02, -2.5248e-02,\n", + " -1.2464e-02, -2.4801e-02, 3.8899e-02, 5.9372e-03, 7.6352e-04,\n", + " -1.2482e-02, 1.3969e-02, 1.6999e-02, 9.2369e-04, -7.0190e-02,\n", + " 1.7506e-02, 8.1458e-02, 2.5634e-02, -1.5273e-02, 3.2926e-02,\n", + " -1.4446e-01, 7.7362e-02, 7.8926e-02, -2.9678e-02, -6.5696e-03,\n", + " -1.7710e-02, 1.3656e-01, 4.8823e-03, -5.0416e-03, 1.2109e-02,\n", + " 1.9611e-02, -4.2443e-02, 1.4902e-02, 3.2622e-02, -3.1040e-02,\n", + " -5.9763e-02, -3.8270e-03, 1.3034e-01, 4.2151e-02, 3.6142e-02,\n", + " 5.1458e-02, 5.3696e-02, -4.0418e-02, -5.4924e-02, -2.3687e-03,\n", + " 1.7362e-02, 2.0307e-02, 2.0418e-02, 1.4558e-02, 5.6785e-02,\n", + " 6.9562e-03, -1.8520e-02, 3.4336e-02, -6.8074e-02, -1.4624e-01,\n", + " -2.3942e-02, -7.0057e-02, 2.0422e-02, 4.0571e-02, -5.3435e-02,\n", + " 7.1515e-02, 7.0080e-02, -2.7758e-02, 5.0137e-02, -1.5577e-02,\n", + " 4.4064e-02, 1.9974e-02, -1.4804e-02, -7.0851e-02, -1.8647e-02,\n", + " 8.3014e-02, 6.9963e-03, 1.4057e-02, 1.1125e-01, -2.7722e-02,\n", + " -7.2470e-03, -8.6876e-03, 6.4335e-02, 1.1491e-01, 1.4541e-02,\n", + " -9.8643e-02, 7.5530e-02, -3.0484e-03, -7.2988e-02, -2.8823e-02,\n", + " 8.2636e-03, 2.3304e-02, 6.8652e-02, -4.5679e-02, 4.9384e-02,\n", + " 1.9160e-02, 1.1677e-02, -1.1796e-02, 4.7809e-02, 6.4830e-02,\n", + " -4.8832e-03, 6.3700e-02, 3.3936e-02, 4.2484e-02, -1.2487e-01,\n", + " 7.3432e-02, -1.6265e-02, 3.0069e-03, -1.6950e-03, -3.3204e-03,\n", + " 2.0194e-03, 4.4957e-02, 1.2465e-01, 1.3521e-02, -4.4661e-02,\n", + " 2.8541e-02, 1.3651e-02, 5.3112e-02, -6.3312e-02, 3.5796e-02,\n", + " -9.4178e-03, 3.8140e-02, 1.3945e-02, 7.2902e-03, -3.4041e-02,\n", + " -9.7454e-03, -4.8539e-02, 1.3161e-01, -1.7197e-02, -8.6232e-03,\n", + " -2.4796e-02, 6.4398e-02, 4.4617e-02, -1.9963e-02, -2.1011e-02,\n", + " 4.1406e-02, -8.0017e-03, 3.6956e-02, 1.6015e-02, 6.7255e-03,\n", + " 3.9975e-02, -7.9002e-02, 3.3160e-02, -6.2731e-02, -3.9483e-03,\n", + " 1.6639e-02, -9.4872e-02, 7.7518e-02, 7.4620e-02, 1.5089e-02,\n", + " 9.2511e-02, 3.3464e-02, -7.8453e-02, 8.0862e-02, 5.6463e-02,\n", + " -1.6849e-02, 5.1190e-02, 1.2722e-02, 5.4072e-02, -5.8633e-02,\n", + " 5.3353e-02, -3.3691e-02, -1.3817e-02, 5.7808e-04, 4.8847e-02,\n", + " 8.0497e-03, -1.2862e-02, 1.2187e-03, -2.8808e-02, 2.4250e-02,\n", + " 1.4412e-02, 6.6944e-03, -6.9943e-02, -3.6575e-03, 9.5911e-02,\n", + " 4.1556e-02, 7.2700e-02, 5.0789e-02, -3.3758e-02, 5.9410e-02,\n", + " -1.1043e-01, 4.8492e-03, 6.1189e-02, 1.0366e-02, -4.2849e-03,\n", + " 1.3422e-02, -2.0942e-02, -3.2350e-02, 7.7598e-02, 1.7595e-02,\n", + " 2.8468e-02, -1.4961e-03, -5.8834e-02, 1.1226e-01, -1.2254e-03,\n", + " -6.3241e-03, -5.2625e-02, -2.5342e-02, 8.4304e-02, -9.1353e-02,\n", + " 8.1516e-02, -1.5059e-01, 2.1702e-03, 1.3336e-01, -3.7377e-02,\n", + " -7.6757e-02, 3.0407e-02, -4.6162e-02, -3.5519e-02, -5.8410e-02,\n", + " -1.6515e-02, -3.3901e-02, 2.3211e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8621, 0.8516, 0.8265, 0.8173, 0.7985, 0.8479, 0.8421, 0.8605, 0.8725,\n", + " 0.8396, 0.8117, 0.7795, 0.8188, 0.8159, 0.8575, 0.8475, 0.7817, 0.8418,\n", + " 0.8650, 0.8284, 0.8326, 0.8080, 0.8525, 0.7995, 0.8229, 0.8146, 0.8033,\n", + " 0.8391, 0.7935, 0.8577, 0.8688, 0.8298, 0.8191, 0.8545, 0.8767, 0.8517,\n", + " 0.8282, 0.8295, 0.8363, 0.7745, 0.8543, 0.8498, 0.8702, 0.8381, 0.8652,\n", + " 0.8083, 0.8271, 0.8594, 0.8607, 0.8658, 0.8362, 0.8586, 0.8292, 0.7357,\n", + " 0.8176, 0.8165, 0.8621, 0.7923, 0.8650, 0.8189, 0.8442, 0.7866, 0.7371,\n", + " 0.8145, 0.8575, 0.8320, 0.8511, 0.8432, 0.8370, 0.8520, 0.8345, 0.8600,\n", + " 0.8476, 0.8166, 0.8590, 0.7672, 0.8548, 0.7397, 0.8249, 0.8178, 0.8575,\n", + " 0.8625, 0.8485, 0.8274, 0.8131, 0.7827, 0.8325, 0.8598, 0.8699, 0.8396,\n", + " 0.8197, 0.8334, 0.6320, 0.8294, 0.8423, 0.8077, 0.7175, 0.8237, 0.8637,\n", + " 0.8627, 0.8783, 0.8618, 0.8541, 0.8250, 0.8171, 0.7941, 0.8504, 0.8624,\n", + " 0.8183, 0.8362, 0.8378, 0.8619, 0.7867, 0.8428, 0.8615, 0.8328, 0.8397,\n", + " 0.8869, 0.8451, 0.7915, 0.8374, 0.7587, 0.8121, 0.8256, 0.7864, 0.7880,\n", + " 0.8146, 0.8002, 0.8440, 0.8065, 0.8661, 0.8186, 0.7438, 0.8272, 0.8394,\n", + " 0.8644, 0.8328, 0.7828, 0.8430, 0.7353, 0.8458, 0.8668, 0.8606, 0.8686,\n", + " 0.8490, 0.6478, 0.8588, 0.8398, 0.8676, 0.7783, 0.8132, 0.8209, 0.8089,\n", + " 0.8577, 0.8611, 0.8171, 0.8544, 0.7870, 0.8658, 0.7865, 0.8571, 0.8743,\n", + " 0.8397, 0.8645, 0.8346, 0.8396, 0.8482, 0.7977, 0.6673, 0.8395, 0.8744,\n", + " 0.8477, 0.8039, 0.8198, 0.8750, 0.7570, 0.8318, 0.8327, 0.8320, 0.8220,\n", + " 0.8485, 0.8693, 0.8525, 0.8585, 0.8526, 0.8627, 0.8494, 0.8237, 0.8749,\n", + " 0.8293, 0.8685, 0.8097, 0.8081, 0.8506, 0.8435, 0.8373, 0.8742, 0.7812,\n", + " 0.8224, 0.8071, 0.8340, 0.8172, 0.7235, 0.8460, 0.8460, 0.7934, 0.8519,\n", + " 0.8158, 0.8452, 0.8217, 0.8312, 0.8581, 0.8412, 0.7950, 0.8470, 0.7574,\n", + " 0.7436, 0.8638, 0.7407, 0.8260, 0.8514, 0.8339, 0.8589, 0.8211, 0.8602,\n", + " 0.7006, 0.8159, 0.8080, 0.8519, 0.8436, 0.8219, 0.8500, 0.8318, 0.8669,\n", + " 0.8689, 0.8311, 0.8263, 0.7938, 0.8685, 0.7987, 0.8188, 0.8512, 0.8625,\n", + " 0.8289, 0.8498, 0.7764, 0.8029, 0.8197, 0.8017, 0.7328, 0.8187, 0.8218,\n", + " 0.8649, 0.8704, 0.8715, 0.8343, 0.7774, 0.8097, 0.8424, 0.8565, 0.8639,\n", + " 0.8223, 0.8764, 0.8712, 0.8228, 0.8266, 0.8383, 0.8554, 0.8394, 0.8617,\n", + " 0.8630, 0.8466, 0.8628, 0.8600, 0.8816, 0.8516, 0.7960, 0.8656, 0.8386,\n", + " 0.8380, 0.7972, 0.8651, 0.8715, 0.7704, 0.8330, 0.8371, 0.8303, 0.8465,\n", + " 0.8124, 0.8714, 0.8112, 0.7953, 0.8460, 0.8482, 0.8231, 0.7767, 0.7731,\n", + " 0.7870, 0.8411, 0.8482, 0.8549, 0.8384, 0.8524, 0.8734, 0.7994, 0.8567,\n", + " 0.8132, 0.8493, 0.6923, 0.8492, 0.8154, 0.7467, 0.8050, 0.8271, 0.8761,\n", + " 0.8478, 0.8666, 0.8626, 0.8429, 0.7391, 0.8401, 0.8300, 0.8288, 0.8340,\n", + " 0.8569, 0.8423, 0.8221, 0.8462, 0.8650, 0.8317, 0.8150, 0.7258, 0.8678,\n", + " 0.8639, 0.8497, 0.8264, 0.8474, 0.8512, 0.8685, 0.8519, 0.8206, 0.9093,\n", + " 0.8278, 0.8591, 0.8353, 0.7677, 0.8591, 0.8410, 0.8326, 0.8182, 0.8564,\n", + " 0.8627, 0.8569, 0.7687, 0.8652, 0.8675, 0.8462, 0.8088, 0.8327, 0.8310,\n", + " 0.8465, 0.8243, 0.8329, 0.8083, 0.8453, 0.8712, 0.8153, 0.8260, 0.8499,\n", + " 0.8170, 0.8489, 0.8313, 0.8589, 0.8343, 0.8288, 0.8563, 0.8652, 0.8455,\n", + " 0.8201, 0.8614, 0.8356, 0.4106, 0.8575, 0.8226, 0.8142, 0.8563, 0.7999,\n", + " 0.8643, 0.8564, 0.8419, 0.8020, 0.8162, 0.8166, 0.8204, 0.8818, 0.8790,\n", + " 0.8365, 0.7924, 0.8406, 0.8574, 0.8440, 0.7819, 0.8135, 0.8549, 0.7783,\n", + " 0.8081, 0.8651, 0.8369, 0.8248, 0.8667, 0.8189, 0.8403, 0.8516, 0.8802,\n", + " 0.8292, 0.8149, 0.8249, 0.8330, 0.8507, 0.7578, 0.8147, 0.7484, 0.8605,\n", + " 0.8287, 0.8194, 0.8084, 0.8576, 0.8215, 0.8577, 0.7782, 0.8481, 0.8102,\n", + " 0.8371, 0.7805, 0.8609, 0.8566, 0.8213, 0.8345, 0.8454, 0.8386, 0.8215,\n", + " 0.8572, 0.7969, 0.7232, 0.8523, 0.8390, 0.8351, 0.8225, 0.8309, 0.7795,\n", + " 0.8479, 0.8574, 0.8491, 0.8243, 0.8665, 0.8682, 0.8532, 0.8522, 0.8392,\n", + " 0.8186, 0.8314, 0.7896, 0.8712, 0.8806, 0.8311, 0.8009, 0.7972, 0.8074,\n", + " 0.8301, 0.8402, 0.8438, 0.8183, 0.8589, 0.8551, 0.8498, 0.8473, 0.8274,\n", + " 0.8498, 0.8069, 0.8574, 0.8480, 0.8322, 0.7465, 0.8467, 0.8158, 0.8495,\n", + " 0.8251, 0.8582, 0.8051, 0.8413, 0.8481, 0.8552, 0.8291, 0.8594, 0.8558,\n", + " 0.8491, 0.7531, 0.8216, 0.8393, 0.8133, 0.8047, 0.8480, 0.8377, 0.7967,\n", + " 0.8139, 0.8738, 0.8137, 0.8513, 0.8393, 0.8556, 0.8117, 0.8139, 0.8496,\n", + " 0.8865, 0.8358, 0.7767, 0.8410, 0.7778, 0.8330, 0.8332, 0.8566, 0.7705,\n", + " 0.8578, 0.8401, 0.8489, 0.8605, 0.8438, 0.8575, 0.8516, 0.7519, 0.8256,\n", + " 0.8062, 0.8636, 0.8491, 0.8670, 0.8103, 0.8459, 0.8401, 0.8061, 0.9235,\n", + " 0.8103, 0.7815, 0.8737, 0.8265, 0.8467, 0.7466, 0.8313, 0.8550, 0.8098,\n", + " 0.8230, 0.8527, 0.7947, 0.8419, 0.8532, 0.8610, 0.8727, 0.8608, 0.8273,\n", + " 0.8450, 0.8567, 0.8753, 0.8190, 0.8565, 0.8596, 0.8075, 0.8564, 0.8231,\n", + " 0.8673, 0.8389, 0.8516, 0.8487, 0.8760, 0.8567, 0.7860, 0.8233, 0.8405,\n", + " 0.8832, 0.7508, 0.8373, 0.8597, 0.8192, 0.8640, 0.8527, 0.8202, 0.8364,\n", + " 0.8658, 0.7610, 0.8740, 0.8175, 0.8791, 0.8771, 0.8664, 0.8589, 0.8449,\n", + " 0.7995, 0.8146, 0.8326, 0.8495, 0.8692, 0.8434, 0.8605, 0.8825, 0.8721,\n", + " 0.8397, 0.8469, 0.8286, 0.8545, 0.8090, 0.8330, 0.8369, 0.8835, 0.7981,\n", + " 0.8705, 0.7958, 0.7373, 0.8560, 0.8135, 0.8852, 0.8532, 0.8139, 0.8065,\n", + " 0.8448, 0.8603, 0.8626, 0.8540, 0.8399, 0.8255, 0.8217, 0.8165, 0.8540,\n", + " 0.8366, 0.7832, 0.8367, 0.7920, 0.8564, 0.8249, 0.8771, 0.8502, 0.8145,\n", + " 0.8461, 0.8591, 0.8044, 0.8457, 0.7948, 0.8595, 0.8279, 0.8560, 0.8646,\n", + " 0.8403, 0.8311, 0.8671, 0.8351, 0.8127, 0.8001, 0.7300, 0.7985, 0.7992,\n", + " 0.8606, 0.8418, 0.8195, 0.8554, 0.8679, 0.8391, 0.8676, 0.8483, 0.8177,\n", + " 0.8524, 0.8213, 0.8210, 0.8433, 0.7353, 0.8596, 0.8367, 0.8182, 0.8367,\n", + " 0.8165, 0.8053, 0.8226, 0.8618, 0.8466, 0.8678, 0.8449, 0.7984, 0.8610,\n", + " 0.8611, 0.8509, 0.8082, 0.8738, 0.8518, 0.8642, 0.8600, 0.8588, 0.8312,\n", + " 0.8839, 0.8461, 0.8482, 0.8241, 0.8158, 0.8317, 0.7750, 0.8632, 0.8440,\n", + " 0.8377, 0.8521, 0.8515, 0.8232, 0.7905, 0.8369, 0.8585, 0.8778, 0.8142,\n", + " 0.8631, 0.7961, 0.8419, 0.8304, 0.8322, 0.8371, 0.8608, 0.8750, 0.8220,\n", + " 0.7942, 0.8608, 0.8685, 0.8579, 0.8276, 0.8618, 0.8330, 0.8395, 0.8340,\n", + " 0.8448, 0.8447, 0.8413, 0.8537, 0.9391, 0.7491, 0.8154, 0.8588, 0.7969,\n", + " 0.8772, 0.7854, 0.8378, 0.8529, 0.8746, 0.8274, 0.8155, 0.8432, 0.8331,\n", + " 0.8375, 0.8411, 0.8600, 0.8480, 0.8494, 0.8279, 0.8409, 0.8235, 0.8181,\n", + " 0.7966, 0.8477, 0.8480, 0.7936, 0.8580, 0.8404, 0.8352, 0.8257, 0.8384,\n", + " 0.8175, 0.8223, 0.8744], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0028, -0.0559, -0.0631, 0.0602, -0.1867, 0.0009, -0.0842, -0.1108,\n", + " -0.0203, 0.0202, 0.0014, -0.0886, -0.0017, -0.0684, 0.0090, -0.0681,\n", + " -0.0507, -0.0373, 0.0191, -0.1148, -0.1523, 0.0475, -0.0883, -0.1888,\n", + " -0.0197, -0.1472, -0.0874, 0.0387, 0.0525, -0.0472, -0.0349, -0.0383,\n", + " -0.1146, 0.0649, -0.0547, -0.0268, 0.0519, -0.1093, -0.1098, 0.1395,\n", + " 0.0138, 0.0415, -0.0689, -0.0941, -0.0265, 0.0574, 0.0029, 0.0283,\n", + " -0.0484, -0.0208, 0.0862, 0.0104, -0.1452, 0.1094, -0.0719, -0.0387,\n", + " -0.0478, 0.0678, -0.0441, -0.0084, 0.0116, -0.0821, -0.0039, 0.0240,\n", + " -0.0489, -0.0760, -0.0222, -0.0011, -0.0294, 0.0263, 0.0759, -0.0633,\n", + " 0.0183, -0.0018, -0.0837, -0.0024, 0.0225, -0.0805, -0.0344, -0.0719,\n", + " 0.0066, -0.0650, -0.0660, -0.1252, -0.0205, 0.0500, -0.0196, -0.0404,\n", + " -0.0573, -0.0624, 0.0046, 0.0648, -0.2735, -0.0034, -0.0614, 0.0027,\n", + " -0.1133, 0.0347, -0.0249, 0.0102, -0.0758, -0.0638, -0.0328, 0.0065,\n", + " -0.0628, -0.0345, 0.0073, 0.0042, -0.0017, -0.0434, 0.0420, -0.0538,\n", + " 0.0886, 0.0502, -0.0258, -0.0432, -0.0642, -0.0142, 0.0448, -0.1025,\n", + " 0.0180, 0.0416, -0.0116, -0.0656, -0.0654, 0.0529, -0.0009, -0.1050,\n", + " -0.0096, -0.0119, -0.0204, -0.1034, 0.0245, 0.0237, -0.0077, 0.0322,\n", + " -0.0152, -0.0547, 0.0368, 0.0242, -0.0068, -0.0270, -0.0417, -0.0435,\n", + " -0.0453, 0.1171, -0.0065, -0.0304, -0.0130, -0.1402, -0.0637, -0.1110,\n", + " 0.0094, -0.0485, -0.0455, -0.0713, -0.0864, -0.1426, -0.0772, 0.0320,\n", + " -0.0514, 0.0451, -0.0173, -0.0757, -0.0434, -0.0877, -0.1114, -0.0044,\n", + " 0.1696, 0.0333, 0.0192, -0.0267, -0.0304, -0.1526, -0.0477, -0.1220,\n", + " -0.0465, -0.1214, -0.1128, -0.0169, -0.0119, -0.0489, 0.0086, -0.1109,\n", + " -0.0656, -0.0037, -0.1544, -0.1004, -0.0865, -0.0645, -0.0103, 0.0714,\n", + " -0.1519, -0.0035, -0.0672, -0.0946, -0.0208, -0.1333, -0.0456, 0.0041,\n", + " 0.0800, -0.0540, -0.0753, -0.0719, 0.0278, -0.1072, -0.0785, 0.0210,\n", + " -0.0612, -0.0543, -0.0024, 0.0121, -0.0531, -0.0905, -0.0706, 0.0025,\n", + " 0.0391, -0.0094, -0.0856, 0.0233, -0.0044, -0.1200, -0.0133, -0.0468,\n", + " 0.0269, -0.1030, -0.0633, 0.0471, -0.0677, -0.0027, -0.0480, -0.0203,\n", + " -0.0615, -0.0243, -0.0197, -0.1011, -0.0235, 0.0128, -0.0305, 0.0637,\n", + " -0.0370, -0.0795, 0.0196, -0.0739, -0.0372, -0.0310, 0.0308, -0.0670,\n", + " 0.0720, 0.0988, -0.0489, -0.1812, -0.0440, -0.0204, -0.0159, 0.0144,\n", + " 0.0834, -0.0178, -0.0507, -0.0033, -0.0593, 0.0296, -0.0850, -0.0406,\n", + " -0.0057, -0.0065, 0.0033, -0.0387, -0.0751, -0.0417, -0.0528, -0.0457,\n", + " -0.0151, -0.0770, -0.0077, -0.0862, 0.0032, 0.0435, 0.0223, 0.0425,\n", + " -0.0954, -0.0481, -0.0144, 0.0672, 0.0758, -0.0733, -0.1249, -0.1474,\n", + " -0.0789, -0.0152, -0.0889, 0.0270, 0.0376, -0.0362, -0.1246, -0.0035,\n", + " -0.0312, -0.1885, -0.0431, -0.0173, -0.0223, -0.0870, 0.0403, -0.0608,\n", + " -0.1849, -0.0257, 0.0020, -0.0157, 0.4026, -0.0155, 0.0011, 0.0038,\n", + " -0.0837, -0.0311, -0.0061, -0.0633, -0.0831, -0.0454, 0.0027, -0.0451,\n", + " 0.0438, -0.0739, -0.1006, 0.1164, -0.0047, -0.0941, 0.0034, 0.0122,\n", + " -0.0217, 0.0153, -0.0116, -0.0203, -0.0533, -0.1309, -0.0143, -0.0578,\n", + " -0.0020, 0.0308, -0.0312, -0.0319, -0.0300, -0.0698, -0.0906, -0.0053,\n", + " -0.0249, -0.0273, -0.0766, 0.0182, 0.0439, 0.0703, 0.0296, -0.0598,\n", + " -0.0764, -0.0179, -0.0489, 0.0081, -0.0806, -0.0581, -0.0394, -0.0620,\n", + " -0.0625, -0.0450, -0.0331, -0.0648, -0.0778, 0.0114, -0.0066, -0.0859,\n", + " 0.0314, 0.0083, 0.0150, 0.0055, -0.0832, 0.0088, 0.0546, -0.0565,\n", + " -0.0397, 0.0064, 0.0359, -0.0910, -0.0219, -0.3944, -0.0727, 0.0600,\n", + " -0.0708, -0.0015, 0.1029, -0.0834, 0.0049, 0.0095, -0.0583, -0.0552,\n", + " -0.1132, 0.0044, -0.0718, -0.0085, 0.0456, 0.0432, -0.0600, -0.0066,\n", + " 0.0048, 0.0477, -0.0959, 0.0177, 0.0112, 0.0405, -0.0802, -0.0053,\n", + " -0.1090, 0.0286, 0.0267, -0.0175, -0.0608, -0.0631, 0.0327, -0.0479,\n", + " -0.0205, -0.0327, -0.0849, -0.0227, 0.0174, 0.0492, -0.0509, -0.0273,\n", + " 0.0507, -0.1045, -0.0732, 0.0489, 0.0583, -0.0851, -0.0579, 0.0561,\n", + " 0.0598, -0.1255, 0.0375, -0.1127, 0.0607, -0.0307, 0.0584, 0.0147,\n", + " -0.0691, -0.0705, -0.0738, 0.0286, -0.0404, 0.0138, 0.0565, -0.0675,\n", + " -0.0029, 0.0643, -0.0356, -0.0411, -0.1296, 0.0493, -0.1275, -0.0420,\n", + " -0.0019, -0.0944, 0.0128, 0.0114, -0.0541, 0.0503, 0.0060, -0.1279,\n", + " -0.1307, 0.0355, 0.0008, -0.0223, -0.0362, -0.0404, -0.0632, 0.0242,\n", + " -0.0036, -0.0299, -0.0205, -0.0075, 0.0221, -0.0787, 0.0577, 0.0008,\n", + " -0.0731, -0.0897, 0.0188, -0.0373, -0.0118, -0.0210, -0.0712, -0.1044,\n", + " 0.0604, -0.0097, -0.0137, -0.0534, -0.0775, -0.0415, -0.0097, 0.0084,\n", + " -0.0316, -0.0532, -0.0152, -0.0512, -0.0626, -0.0670, -0.0256, -0.0228,\n", + " -0.0301, -0.0299, 0.0155, -0.0198, 0.0342, -0.0514, 0.0095, -0.0317,\n", + " -0.0259, 0.0155, 0.0013, -0.1621, 0.0204, -0.0190, 0.0917, -0.0652,\n", + " 0.0325, -0.1498, -0.0927, 0.0203, -0.0127, -0.0062, -0.0394, -0.0076,\n", + " -0.0778, -0.0963, -0.0118, 0.0190, -0.0191, -0.0137, -0.0625, 0.0240,\n", + " -0.0225, -0.0365, -0.0591, 0.1298, -0.0469, -0.0294, 0.0265, -0.0363,\n", + " 0.0212, 0.1852, 0.0651, 0.0059, -0.1359, -0.1087, 0.0112, 0.0228,\n", + " -0.0690, -0.0839, -0.0561, -0.0127, -0.0370, -0.0546, -0.1029, 0.0013,\n", + " -0.0007, 0.0517, -0.0216, -0.0530, 0.0330, -0.0619, -0.0798, 0.0206,\n", + " -0.0292, -0.0030, -0.0263, -0.0627, -0.0496, -0.0024, 0.0144, -0.0274,\n", + " 0.0608, 0.0106, -0.1235, -0.0245, 0.0440, -0.0570, -0.1041, 0.0226,\n", + " 0.0360, -0.0418, -0.2256, -0.0345, 0.0034, -0.0755, -0.0527, -0.0037,\n", + " -0.0829, -0.0553, -0.0804, -0.0341, -0.0821, -0.0398, -0.0806, -0.0447,\n", + " -0.0526, -0.0446, 0.0267, -0.1076, -0.1040, -0.1036, -0.0997, -0.0715,\n", + " -0.0763, -0.0324, -0.0363, 0.0311, -0.0068, -0.0449, 0.0513, -0.0490,\n", + " 0.0077, -0.0208, -0.0224, 0.0070, -0.0693, -0.0291, -0.1181, -0.0754,\n", + " -0.0144, -0.0883, -0.1563, 0.0232, -0.0699, -0.0399, -0.1189, -0.0895,\n", + " -0.0618, -0.1529, -0.0530, -0.0586, -0.0345, -0.0793, -0.0939, -0.1137,\n", + " 0.0045, -0.0848, -0.0840, -0.0147, -0.0186, 0.0453, -0.0634, -0.0298,\n", + " -0.0166, -0.0374, -0.0228, -0.1154, -0.0776, -0.0829, 0.0357, -0.0140,\n", + " -0.0511, -0.0351, 0.0111, -0.0115, -0.0834, -0.0402, -0.1005, 0.0192,\n", + " -0.0636, 0.0080, -0.0979, -0.0889, -0.0850, -0.0767, -0.0415, -0.0674,\n", + " 0.0186, -0.0366, -0.0758, 0.0281, -0.1797, -0.1145, -0.1511, -0.0138,\n", + " -0.0571, -0.0191, -0.1545, -0.0238, 0.0490, 0.0011, -0.0952, -0.0147,\n", + " 0.0318, -0.0474, 0.0041, -0.0517, -0.0606, -0.0468, -0.0370, -0.0494,\n", + " 0.0494, -0.0295, -0.0656, 0.0257, -0.0926, -0.0170, 0.0046, -0.0186,\n", + " -0.0735, -0.0205, -0.1218, -0.0899, -0.0707, -0.1151, -0.0393, -0.0601,\n", + " -0.0597, -0.1032, -0.0373, -0.1142, -0.0232, -0.0920, -0.0336, -0.0248,\n", + " 0.0238, 0.0313, -0.0158, -0.0377, -0.0832, -0.0189, -0.0183, -0.0170,\n", + " 0.0295, -0.0519, -0.0308, -0.1033, -0.0951, -0.1138, -0.1794, -0.0275,\n", + " -0.0421, -0.0760, -0.0067, -0.0455, -0.0449, -0.0350, -0.0520, -0.0168,\n", + " -0.0117, -0.0705, 0.0124, -0.0135, -0.0984, -0.0491, -0.0419, 0.0383,\n", + " 0.0055, -0.0940, 0.0520, 0.0210, 0.0569, -0.1007, 0.0273, -0.0406,\n", + " -0.0539, -0.0839, -0.0501, 0.0564, 0.0291, -0.0338, -0.0411, -0.0584],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.7320e-01, 2.7564e-01, 1.6801e-01, -1.0946e-01, 1.6433e-01,\n", + " -1.1501e-01, -2.5965e-01, -1.3676e-01, -3.0756e-01, -4.5222e-01,\n", + " 1.0455e-01, -8.2313e-02, -9.7356e-02, -2.0522e-02, 1.1782e-01,\n", + " 7.8542e-02, -1.1049e-01, 8.0185e-02, 3.4537e-02, -6.8996e-02,\n", + " -6.8539e-04, 2.3121e-01, 1.2190e-01, 1.4254e-01, -7.6825e-02,\n", + " 1.5386e-01, 9.6756e-04, 1.0246e-01, 1.4043e-01, -1.5966e-01,\n", + " 9.6837e-02, -7.7318e-02, -1.9484e-01, -1.9053e-01, 1.0360e-01,\n", + " 5.3831e-02, -4.9414e-02, -6.6477e-02, -3.7657e-01, -7.1103e-02,\n", + " -1.0054e-01, 2.5992e-02, 8.5837e-02, -1.5185e-01, -1.9960e-01,\n", + " 3.3462e-02, 9.3283e-02, 1.0449e-02, -1.1986e-01, 2.9790e-02,\n", + " 8.9505e-02, -5.6212e-01, 1.6015e-02, -1.9010e-01, -1.0605e-01,\n", + " 4.2881e-01, -1.3245e-01, 2.2508e-02, 5.6486e-02, 1.3082e-02,\n", + " 6.0775e-02, -1.2402e-01, -1.5106e-01, -2.7335e-02, 4.6939e-02,\n", + " 6.7610e-02, -4.5839e-02, -1.4043e-01, 2.6865e-02, 1.1789e-01,\n", + " 8.3281e-02, -1.1749e-01, -2.7336e-02, -1.0146e-01, -1.0023e-02,\n", + " 1.8679e-02, -4.6721e-02, 1.0331e-01, -2.6473e-02, -2.3453e-03,\n", + " 3.5099e-02, 7.7252e-02, -8.4766e-02, 2.6956e-02, -1.0387e-02,\n", + " 7.5344e-03, 4.8875e-02, 1.5754e-01, 2.8643e-02, -3.7302e-01,\n", + " 2.1546e-02, -5.0943e-02, -1.3887e-01, -3.7433e-02, 1.0358e-01,\n", + " -8.3962e-02, 3.5827e-03, 1.5992e-02, 3.8199e-02, 3.9727e-02,\n", + " 1.0444e-01, 8.0221e-03, 1.9151e-03, 1.0797e-01, 2.7536e-02,\n", + " -6.8220e-02, -1.7814e-01, -1.2172e-01, -9.4352e-03, 6.9027e-03,\n", + " 4.2963e-02, 6.0186e-02, 3.5739e-02, -8.4796e-03, 2.8408e-02,\n", + " -2.6423e-02, 4.9959e-02, -1.2033e-01, -6.1035e-02, -3.7870e-02,\n", + " -3.9938e-02, -1.0540e-01, 6.1891e-02, -1.0943e-01, 2.5029e-02,\n", + " -1.8734e-02, 5.7372e-02, 3.3772e-02, -5.6644e-02, 1.0357e-01,\n", + " -3.0201e-02, -1.6234e-02, -8.5402e-03, 5.3458e-02, 3.5594e-02,\n", + " 3.1099e-01, -4.3909e-03, 2.9640e-02, 3.5402e-02, 4.8827e-02,\n", + " 5.5762e-02, -3.7136e-02, -4.3377e-02, -9.0666e-03, 2.9445e-01,\n", + " 2.8900e-02, 1.6810e-01, 1.8640e-01, 7.0300e-02, 7.3995e-03,\n", + " 3.0445e-03, 2.0979e-02, -5.8626e-02, -8.9109e-02, 3.3598e-02,\n", + " -1.5182e-01, -1.3335e-02, -3.4212e-02, -8.5288e-02, 2.9526e-02,\n", + " -4.1458e-02, -4.6676e-03, -3.0182e-02, -4.1767e-02, 9.5861e-03,\n", + " 4.8522e-02, 1.8692e-02, 2.4852e-02, 6.2277e-02, 3.6467e-02,\n", + " -1.4704e-02, -2.1897e-02, 1.4816e-02, -3.1324e-02, -7.2268e-02,\n", + " -2.7947e-02, -4.2553e-03, 7.6898e-02, 1.9814e-02, 1.2107e-02,\n", + " -1.3267e-03, -1.9437e-02, -1.3880e-02, 2.0714e-02, 5.3281e-02,\n", + " -3.7401e-04, -4.2188e-02, 6.7908e-02, -5.8861e-02, 3.9379e-01,\n", + " -6.2880e-02, 7.7869e-02, 8.6686e-03, -1.0203e-01, 7.9725e-02,\n", + " 1.5196e-01, 3.2455e-02, -5.8956e-02, -5.4950e-02, 1.4758e-01,\n", + " -1.2702e-02, 6.1879e-02, -3.1377e-02, 6.6695e-02, 4.1350e-01,\n", + " -9.6838e-02, -1.6969e-02, 8.8450e-02, -7.1085e-02, -1.4452e-01,\n", + " 1.9861e-01, -6.6498e-02, 2.0113e-01, -7.8476e-03, -4.7528e-02,\n", + " 2.4191e-01, 1.3656e-01, 9.5301e-02, -6.4145e-02, -7.1374e-02,\n", + " 3.2755e-02, 3.4154e-02, -1.2198e-01, 1.0070e-01, 4.2204e-02,\n", + " -4.1294e-02, -2.7414e-01, 7.8458e-02, 1.7985e-02, -5.3209e-02,\n", + " 1.7914e-01, -5.9048e-02, 1.9316e-02, 3.4753e-02, 4.9406e-02,\n", + " -9.9810e-03, -2.3435e-02, -2.4189e-02, -1.4754e-02, -5.4571e-02,\n", + " 5.5427e-03, -1.3005e-01, -6.0540e-02, -3.5419e-02, -1.6945e-01,\n", + " 7.2037e-02, -2.0355e-01, -2.4700e-02, 5.9223e-01, -3.2709e-02,\n", + " -3.6467e-01, 1.3766e-01, 7.3804e-03, -5.7466e-02, -4.5262e-01,\n", + " 5.3320e-01, 1.4653e-02, -5.3511e-01, -7.9959e-02, -2.7725e-01,\n", + " -4.9290e-02, -8.2923e-02, -1.2798e-01, -4.8806e-02, 4.0604e-01,\n", + " -9.3989e-02, 3.1515e-02, -4.7405e-02, -2.5840e-01, 9.2174e-02,\n", + " -2.2418e-02, 1.0518e-01, 2.5103e-01, -2.5583e-02, -8.0158e-02,\n", + " -1.1482e-01, -9.4407e-03, -1.7852e-01, -4.0589e-01, -6.8807e-02,\n", + " -1.0773e-01, 1.4703e-02, -6.8576e-02, -7.0198e-02, -8.9323e-02,\n", + " 6.0330e-02, 9.7816e-04, -1.0086e-02, -1.7715e-01, -1.6224e-01,\n", + " -2.1147e-01, 8.4533e-02, -3.0224e-01, 1.1185e-01, -8.5589e-03,\n", + " -6.6196e-03, 6.0883e-02, -7.1100e-02, 6.0094e-02, 1.0731e-01,\n", + " -1.3487e-01, 8.3011e-02, -6.0105e-01, -3.5929e-02, 7.3076e-02,\n", + " -5.7277e-02, 4.3773e-02, -1.1398e-01, 5.3938e-02, -1.5496e-01,\n", + " 1.1288e-01, 1.0715e-01, -4.6787e-02, 1.7874e-01, 1.4040e-01,\n", + " -3.8578e-02, 1.1868e-01, 8.4559e-03, -1.8232e-01, 7.5751e-02,\n", + " -6.0354e-02, 5.3493e-02, -7.4604e-02, 2.2840e-02, 1.5490e-02,\n", + " -1.3711e-01, -6.9488e-02, 1.3589e-01, 1.1215e-01, 2.1697e-01,\n", + " 1.7026e-01, -1.8576e-02, 2.5642e-02, -4.4382e-02, -7.3328e-02,\n", + " -6.6732e-02, -2.2719e-01, 2.1527e-01, 2.3750e-01, 3.3245e-02,\n", + " -1.3371e-01, 7.4754e-02, -1.8352e-02, -2.8568e-01, 6.0296e-02,\n", + " 1.8279e-01, -3.4655e-01, -1.7734e-01, -1.5439e-01, -4.2068e-02,\n", + " -7.3426e-02, -2.2166e-01, 7.0533e-02, -2.1574e-02, -1.5921e-01,\n", + " -6.5094e-03, 4.6895e-03, -9.1767e-02, 3.2723e-01, 3.8830e-02,\n", + " -7.0434e-02, -1.1525e-01, -5.2732e-02, -3.8188e-01, 8.1533e-02,\n", + " -8.2644e-02, -4.3686e-02, 4.2705e-02, -3.6868e-02, -1.2710e-01,\n", + " 6.6387e-02, 3.1489e-01, -9.6629e-02, 2.8232e-02, 2.0438e-01,\n", + " -2.5586e-01, -1.9172e-01, -8.1620e-02, -7.8418e-02, -5.0672e-02,\n", + " -1.4263e-03, -1.7466e-01, 2.9178e-01, -1.4581e-01, 4.5171e-01,\n", + " 2.3722e-02, -6.7360e-02, -3.2100e-01, 9.5195e-02, -3.0183e-02,\n", + " 8.8918e-02, 9.8326e-02, -3.8812e-02, 7.0108e-03, -2.7218e-02,\n", + " 1.2149e-01, 1.2170e-01, 6.4152e-02, 1.3856e-01, 2.0319e-01,\n", + " -1.2406e-02, -3.3662e-02, -2.9577e-01, -6.0254e-02, -1.5550e-01,\n", + " -1.7203e-02, -8.5194e-02, -1.0121e-01, 1.2949e-01, -2.2391e-02,\n", + " 7.1436e-02, -2.2944e-02, -5.5513e-02, 3.1333e-02, -1.3266e-03,\n", + " -1.9792e-02, -3.7933e-02, 4.2671e-02, 6.8155e-02, 1.8280e-01,\n", + " -4.4027e-02, 7.4757e-02, -1.7191e-02, 2.0812e-01, -1.4751e-01,\n", + " -6.4549e-03, 3.4848e-02, 1.2639e-01, 8.1256e-02, 2.6128e-02,\n", + " 1.5166e-01, 2.5059e-02, 1.1826e-02, 3.9595e-02, 6.2490e-02,\n", + " 1.5677e-02, 9.7257e-03, 1.0735e-01, 5.3689e-02, 2.3702e-02,\n", + " -1.2501e-02, -4.3975e-03, -9.2992e-02, 7.3544e-03, 3.3834e-02,\n", + " 5.1966e-01, 1.1597e-01, -3.8785e-02, 1.3125e-02, 6.0365e-02,\n", + " -1.0053e-01, 2.4324e-02, -8.9363e-02, 3.4038e-02, -1.1178e-01,\n", + " 5.2339e-02, 1.8750e-03, 9.4650e-03, -1.1856e-02, -5.7726e-02,\n", + " 3.7086e-02, -1.2743e-01, -1.8709e-01, -5.7171e-02, 2.1731e-02,\n", + " -4.8788e-03, -3.7495e-03, 6.1311e-02, -2.2428e-02, 1.2139e-01,\n", + " 1.2845e-02, 4.0430e-02, 6.4236e-02, -1.1398e-01, 6.0150e-02,\n", + " -1.3802e-02, -8.4135e-02, 3.5113e-02, -8.6468e-02, -4.2051e-02,\n", + " 1.5604e-01, 2.7852e-02, 2.8703e-02, -1.7455e-02, 7.2719e-02,\n", + " 1.1109e-01, -6.4430e-02, 7.3712e-02, -7.8993e-03, 4.7608e-02,\n", + " -1.6314e-01, -7.6833e-04, 2.9831e-03, 2.2381e-02, -5.3821e-02,\n", + " -2.6207e-02, -4.7822e-02, 1.1914e-02, -6.0980e-02, -5.8691e-02,\n", + " -1.1302e-01, -8.0492e-02, -5.9016e-02, 4.7241e-02, -3.9762e-03,\n", + " -1.6534e-02, 1.2901e-01, 2.6081e-03, 4.7595e-02, 4.6179e-03,\n", + " 1.3729e-02, -9.8050e-02, -3.9306e-02, 5.8834e-02, 4.1617e-02,\n", + " -3.9325e-02, 2.8185e-02, 1.7843e-01, 5.7797e-03, 1.6322e-01,\n", + " -1.0136e-02, -9.2339e-02, 5.5120e-02, 1.7150e-02, -1.1160e-01,\n", + " -1.6542e-01, -5.8538e-02, 2.0441e-01, -8.1838e-02, -1.1547e-02,\n", + " -1.2214e-01, -3.7454e-02, 2.8398e-02, -1.1025e-01, -3.9965e-02,\n", + " 5.4967e-02, 1.2523e-01, 8.2581e-03, -1.5706e-02, 9.6512e-02,\n", + " 6.3146e-02, -4.8508e-02, -4.8220e-02, 1.6431e-01, -1.5689e-01,\n", + " -4.2196e-02, -1.4467e-01, -7.2190e-02, -9.8855e-02, 1.1092e-01,\n", + " -1.3427e-01, -2.1102e-02, 2.8980e-02, 5.8931e-02, -1.9289e-01,\n", + " 3.9312e-02, -8.9614e-02, 1.8962e-01, 1.5337e-01, -4.9258e-02,\n", + " 1.4467e-01, -7.1784e-02, -1.7800e-02, 4.2765e-02, -1.0496e-01,\n", + " -4.3258e-02, 2.4272e-01, 3.5461e-02, 9.0323e-02, 6.4709e-02,\n", + " -1.3383e-01, 9.2523e-02, 1.3498e-01, -1.5756e-02, 6.8946e-02,\n", + " -4.8128e-02, -6.7364e-02, 2.8747e-02, 4.4364e-02, -1.1018e-01,\n", + " -2.3190e-01, -7.9850e-03, -2.5743e-02, -1.6074e-01, 1.0216e-02,\n", + " -1.0832e-01, 3.2553e-03, -1.8579e-02, 1.3821e-01, -4.7067e-02,\n", + " 3.1258e-02, 1.8454e-02, 1.4777e-01, 1.7165e-02, -2.7422e-02,\n", + " 7.1260e-02, 1.3168e-01, -5.1671e-02, -5.5426e-02, 4.6418e-02,\n", + " -6.2156e-02, -3.5482e-02, 2.3922e-02, 1.0066e-01, -3.2118e-03,\n", + " 6.3788e-02, 2.0837e-02, 3.4611e-02, 3.3444e-02, -1.4793e-01,\n", + " -1.2542e-01, 4.1686e-02, -5.0338e-02, -6.2926e-02, 6.5407e-03,\n", + " 6.2322e-02, -1.8277e-02, -5.3374e-03, 2.7269e-02, 9.6309e-03,\n", + " -1.1980e-01, -2.3828e-01, 3.3603e-02, -3.6013e-01, -1.6221e-01,\n", + " 1.9689e-01, -7.6836e-02, 9.5773e-03, -2.9806e-01, -2.2550e-01,\n", + " 9.9112e-02, 5.5622e-03, 1.2271e-01, -3.9162e-02, -2.5245e-02,\n", + " -1.4887e-01, 1.4583e-01, -1.0624e-01, 3.8377e-02, 1.2560e-01,\n", + " -3.6513e-02, -1.3570e-02, -1.1723e-01, -1.0367e-02, 1.4196e-01,\n", + " 1.0923e-01, -1.7966e-02, 6.1588e-02, -5.4218e-02, 1.0561e-02,\n", + " -2.6577e-02, -6.6006e-02, 2.6353e-01, 3.3464e-02, -5.2366e-02,\n", + " 1.1190e-01, -3.3754e-02, -1.4095e-02, 5.6536e-02, 1.2747e-01,\n", + " -7.5171e-02, 1.8377e-01, -6.4150e-02, -9.7813e-02, 3.8508e-02,\n", + " 9.0241e-02, 3.5016e-02, -9.3217e-02, -2.4868e-02, 6.6117e-02,\n", + " -1.9959e-03, 2.2771e-04, 3.8253e-02, -5.8056e-02, -9.9978e-02,\n", + " 5.4882e-02, -5.5983e-01, -5.8213e-02, 9.8691e-03, 1.6316e-01,\n", + " -9.9931e-03, 5.0991e-02, 1.2060e-01, 7.6161e-02, -6.2427e-03,\n", + " 7.9776e-02, -6.4415e-02, 4.7739e-02, 1.0165e-01, -1.4638e-01,\n", + " -4.5975e-01, -3.5137e-02, -6.4740e-02, 3.6821e-01, -1.7787e-01,\n", + " -8.4177e-02, 6.7361e-02, 1.0351e-01, 6.3708e-03, -5.1051e-02,\n", + " 4.6443e-01, 6.1040e-02, -4.9465e-02, 1.3759e-01, 1.1129e-02,\n", + " -1.5333e-02, 2.3792e-01, -1.8632e-02, -1.0662e-01, 9.9842e-02,\n", + " 4.6955e-02, 3.8062e-02, 1.5958e-01, 1.3527e-03, 2.3986e-02,\n", + " -3.4152e-03, 3.3280e-02, -1.5283e-02, 9.5744e-03, -2.2178e-02,\n", + " 3.3018e-02, 3.5798e-02, -4.5944e-02, 6.0943e-03, -1.1503e-01,\n", + " 4.3222e-02, -1.1779e-01, 3.8099e-02, 4.9425e-02, 5.1690e-02,\n", + " -7.6169e-03, -2.3869e-02, 1.3687e-01, 1.6250e-01, -6.4569e-03,\n", + " -6.2928e-02, -4.0630e-02, -2.2092e-02, 2.8246e-02, 1.6935e-02,\n", + " 2.3433e-02, -1.6474e-01, -4.2601e-02, -1.1407e-01, 5.0228e-02,\n", + " 2.3031e-01, -6.1036e-02, 2.6556e-02, 5.3949e-02, -1.8469e-02,\n", + " 7.1338e-02, -7.3462e-03, -4.6701e-01, -8.6443e-03, -2.1607e-02,\n", + " -1.8485e-01, 7.2641e-03, 9.4939e-02, -2.3559e-02, -2.2438e-02,\n", + " -4.6744e-02, -1.7221e-01, -9.2950e-03, -7.6654e-02, -2.3064e-03,\n", + " 4.6992e-02, -1.3251e-03, -3.4719e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.2470e-03, -1.1920e-04, 4.6079e-03, -3.1561e-03, 4.3431e-03,\n", + " -2.5806e-04, -5.0659e-03, -1.3902e-03, -5.4021e-03, 1.6513e-02,\n", + " -1.3870e-04, -3.4022e-03, 4.6551e-03, -1.7483e-04, -9.4910e-04,\n", + " -2.4911e-03, -5.1636e-03, -4.9368e-03, -3.7888e-03, -6.9530e-04,\n", + " -4.8290e-03, -1.9486e-03, 5.6278e-03, -6.4632e-03, 5.0100e-03,\n", + " 7.3379e-03, 1.0708e-02, -1.2730e-02, -5.9149e-03, 8.0134e-04,\n", + " -7.1502e-03, 5.3072e-04, 3.9203e-05, 4.0269e-03, 3.2698e-03,\n", + " 4.6497e-03, 4.1828e-03, 1.0847e-02, 1.0813e-02, 6.6262e-03,\n", + " 4.1618e-04, 3.7545e-03, -1.5762e-03, -1.1121e-03, 9.7172e-03,\n", + " 1.8708e-03, 7.0494e-03, 2.0148e-03, -4.4561e-03, 6.0335e-03,\n", + " -1.5361e-03, -3.8239e-03, -4.2156e-03, 1.1866e-02, -2.0446e-03,\n", + " -8.1411e-03, -4.0120e-03, -6.2358e-03, -6.0407e-03, 5.3579e-03,\n", + " 5.1899e-03, -8.6167e-03, -4.4947e-04, 3.5000e-03, -1.8516e-03,\n", + " -5.6742e-03, -4.2965e-03, -3.0243e-04, 7.1235e-03, 8.0150e-04,\n", + " 1.2844e-03, -1.1586e-02, -3.0757e-03, -5.1292e-03, -1.9154e-03,\n", + " -1.2069e-02, 6.8372e-03, -3.7349e-03, 1.1672e-03, 8.2992e-04,\n", + " 5.1807e-03, -4.9499e-03, -9.4046e-04, -6.4076e-03, -3.2127e-03,\n", + " 5.7733e-03, -8.4632e-03, 8.0267e-03, 1.0891e-03, -1.9436e-02,\n", + " 1.5872e-02, -1.9850e-03, 4.4641e-03, -1.0602e-02, -3.8690e-03,\n", + " 3.0769e-03, -9.8334e-04, 1.0641e-03, 3.4959e-03, 2.4596e-03,\n", + " 6.1120e-03, 3.1402e-03, -7.4678e-03, 7.0960e-04, -1.9886e-03,\n", + " 7.6009e-03, -3.8046e-03, -6.1919e-03, 6.4533e-04, -3.1439e-03,\n", + " -5.7226e-03, 6.0875e-03, 2.4895e-05, -4.9897e-03, -1.1555e-03,\n", + " -7.1541e-04, -4.6024e-03, -1.2073e-02, 9.2685e-03, 5.1200e-03,\n", + " 4.1310e-03, -4.5147e-03, 3.1825e-03, 1.9501e-03, 7.8177e-03,\n", + " -4.1686e-03, 2.2223e-04, 6.8082e-03, -7.5743e-03, 8.3183e-03,\n", + " -9.8970e-04, -1.1739e-03, -5.2149e-03, 2.0634e-03, 3.6613e-03,\n", + " 7.9307e-03, -1.9686e-03, 2.6337e-03, -7.4776e-03, 1.0666e-02,\n", + " 8.6025e-03, -3.4684e-03, -4.8284e-03, -5.6594e-03, 2.0071e-02,\n", + " -4.3614e-03, 8.0585e-03, 6.7736e-03, 2.2227e-03, 2.0749e-03,\n", + " 4.7810e-03, -2.7787e-03, -4.5497e-03, -3.4538e-03, 6.3264e-04,\n", + " 2.0299e-03, -6.6639e-03, -4.8250e-03, -1.3183e-02, 1.4143e-04,\n", + " -9.7408e-03, 4.9886e-03, -2.2729e-04, -8.9756e-03, -3.4896e-03,\n", + " -7.4078e-03, -5.8085e-03, -3.9339e-03, 7.9006e-03, 7.9996e-03,\n", + " -1.8455e-05, -3.2963e-03, 3.2712e-04, 1.0741e-03, -2.6993e-03,\n", + " -5.5264e-03, -1.8123e-03, 6.2596e-04, 2.8007e-03, 1.9259e-03,\n", + " 6.5844e-03, 4.4214e-03, 6.7486e-03, 4.6588e-03, 3.1888e-03,\n", + " 4.2958e-03, 3.2305e-03, 1.3668e-03, 3.4550e-04, 2.1624e-02,\n", + " 3.5299e-03, -2.4475e-03, -5.5032e-03, 3.3425e-03, -9.8938e-03,\n", + " -6.5203e-03, -4.4474e-03, 2.3073e-03, 2.4825e-03, -2.0325e-03,\n", + " -8.1897e-04, -2.2881e-03, 5.0828e-03, 4.7629e-03, 6.5203e-04,\n", + " 9.4280e-04, 3.4648e-03, -1.5629e-03, 1.3728e-03, -2.5695e-03,\n", + " -9.7179e-03, 1.1671e-03, -1.8411e-03, 1.5144e-03, -2.0073e-04,\n", + " -5.4003e-03, -1.9010e-04, -4.1864e-03, 9.8962e-03, -3.1431e-03,\n", + " -6.8543e-03, -3.0576e-03, -1.5540e-04, -5.5030e-04, -3.9187e-03,\n", + " -7.2448e-04, 1.0588e-02, 1.9787e-03, 2.6917e-03, -1.3206e-03,\n", + " -5.1123e-03, 5.2987e-03, -1.3027e-03, 4.2485e-04, 2.6784e-04,\n", + " 6.0593e-03, 3.4316e-03, -5.4926e-05, 3.0574e-03, 2.8558e-03,\n", + " 2.8907e-03, 4.2674e-03, 1.2046e-03, 7.6023e-03, 3.6620e-03,\n", + " -1.1088e-02, 1.0598e-02, 1.1425e-03, -7.8490e-03, -1.2543e-03,\n", + " 1.2815e-02, 4.3294e-03, 3.8940e-03, -2.0711e-03, -1.4461e-03,\n", + " -7.9667e-03, -3.5114e-03, 1.4405e-02, -4.6438e-03, 2.1489e-03,\n", + " 5.5370e-03, 1.1704e-02, -2.0782e-03, 6.6384e-03, -8.3118e-03,\n", + " -1.9808e-03, -2.5821e-03, 6.7746e-03, 1.5061e-03, -1.4028e-03,\n", + " 1.8406e-03, -7.6073e-03, -8.4268e-03, 7.5447e-03, 2.8804e-03,\n", + " 2.0071e-03, 2.7718e-03, 3.2720e-03, -1.0896e-03, -6.5392e-03,\n", + " 9.8332e-04, 3.5498e-03, 5.2902e-03, -2.3314e-03, 6.7990e-04,\n", + " 7.4625e-04, -7.0474e-03, -7.2756e-03, 2.2246e-03, -1.5508e-03,\n", + " -1.3465e-04, 6.7614e-03, 4.0286e-03, -1.2825e-02, 5.7042e-03,\n", + " 8.8918e-04, -1.3626e-03, 8.6332e-04, -9.7062e-03, 1.7268e-03,\n", + " 4.9055e-04, 6.0956e-03, 5.4950e-03, 6.2110e-03, 6.0843e-03,\n", + " 3.4672e-03, -8.3642e-03, 6.4734e-05, -1.0586e-02, 3.8304e-03,\n", + " -6.9621e-03, -4.4530e-03, 5.6207e-03, -5.8821e-03, 5.3550e-03,\n", + " 1.2501e-03, -4.8002e-03, -9.8423e-03, -8.6727e-03, 5.9714e-04,\n", + " 1.3846e-04, -9.1168e-04, -5.9143e-03, -3.1042e-04, -3.8824e-03,\n", + " -2.8302e-03, 3.0701e-03, 7.9194e-03, -5.6764e-03, -7.9514e-03,\n", + " -1.1876e-02, -6.4072e-03, 9.8141e-03, 1.1784e-02, -4.4489e-03,\n", + " -1.4549e-03, 2.3532e-03, 1.1932e-03, -1.3295e-02, 1.3960e-03,\n", + " 8.5535e-04, -1.1038e-02, 2.6521e-03, -1.2767e-02, 1.9987e-04,\n", + " -1.1103e-02, 1.5294e-03, -3.4077e-03, 2.6258e-03, 4.1966e-03,\n", + " 2.2695e-03, 9.9569e-03, -6.0308e-03, -6.8261e-04, 3.6186e-03,\n", + " 3.1012e-04, -2.9737e-03, -9.1448e-03, -6.0040e-03, -4.7155e-03,\n", + " -2.5581e-03, 1.7842e-03, 4.4440e-03, 1.8461e-03, 4.2548e-03,\n", + " -6.2460e-03, -7.1818e-03, -1.6346e-04, -2.1011e-03, -6.0896e-03,\n", + " -3.3830e-04, 3.2892e-04, 1.5842e-03, 3.0874e-03, 3.9469e-03,\n", + " 5.9877e-03, -6.2124e-03, 8.7982e-04, -6.8182e-03, -9.3356e-03,\n", + " 2.3618e-03, -8.0719e-04, -2.4822e-03, 1.0601e-02, -6.6501e-03,\n", + " -3.5422e-03, 2.7413e-03, 2.8973e-03, 5.5702e-03, 1.9828e-03,\n", + " -2.3673e-03, -1.5551e-03, 1.9931e-03, 3.1656e-03, 4.0783e-03,\n", + " 4.8626e-04, 6.6947e-03, -4.6916e-03, -1.3845e-03, -9.6774e-03,\n", + " -9.9566e-05, 5.1180e-03, -2.2834e-03, 1.2064e-03, -4.3550e-03,\n", + " 5.2013e-04, 4.6435e-03, -7.2695e-03, 6.9903e-03, 2.7208e-03,\n", + " -3.0689e-03, -4.9866e-03, 2.6796e-03, 1.5761e-03, 6.3831e-03,\n", + " -2.9030e-03, -1.4262e-03, 2.6076e-04, -1.8218e-03, -8.1130e-03,\n", + " 5.1950e-03, -1.0137e-02, -1.6106e-03, -2.4815e-03, -2.8463e-03,\n", + " 5.9207e-03, 2.4150e-03, 1.9148e-03, 8.0048e-03, -9.0899e-04,\n", + " 2.0875e-03, -9.7611e-04, 2.1602e-03, 2.7921e-03, 7.3744e-03,\n", + " 4.5901e-03, 1.8440e-03, -6.5460e-03, 7.2689e-03, 4.8562e-03,\n", + " 3.0542e-03, -8.1519e-04, -6.6916e-05, 6.5483e-03, -1.3926e-04,\n", + " -7.1967e-03, -3.7616e-03, -4.4375e-03, 3.0637e-03, 9.2903e-03,\n", + " -3.6695e-03, 6.4834e-04, -1.3021e-03, -3.3830e-03, -2.3933e-03,\n", + " -4.7595e-04, -1.9522e-03, -2.0408e-03, 1.9471e-03, 4.1722e-03,\n", + " 8.1013e-04, 1.9483e-03, 3.6480e-04, 1.7841e-03, -3.0006e-03,\n", + " -2.8441e-03, -1.3164e-04, 1.3392e-03, -2.5795e-04, 4.0011e-03,\n", + " 2.2979e-04, -2.6279e-03, 6.9032e-03, -3.7780e-03, 1.2662e-03,\n", + " -3.0393e-04, -2.5361e-03, 6.2284e-03, -5.0165e-03, -3.7989e-03,\n", + " 7.9342e-03, -2.4121e-03, 6.1822e-04, -2.3063e-03, -1.6079e-03,\n", + " -3.1107e-03, -9.4440e-04, -8.6168e-03, -1.7433e-03, 1.0860e-02,\n", + " -6.7330e-03, 1.4631e-03, -3.9264e-03, 2.7336e-03, -2.0671e-03,\n", + " -2.9078e-03, 3.6757e-03, -8.0931e-03, -2.0520e-03, -5.0601e-05,\n", + " -2.5430e-03, -1.6457e-03, 4.1547e-03, 3.9564e-04, 3.8542e-03,\n", + " -3.7395e-04, 5.9053e-03, -1.7660e-03, 3.8562e-04, 1.3720e-03,\n", + " 4.3301e-04, -9.1916e-03, -6.7282e-04, -2.4973e-03, 2.0779e-03,\n", + " 7.8103e-03, 4.1352e-03, -4.5572e-03, 2.4289e-03, -5.4116e-03,\n", + " -2.9837e-03, -2.5157e-03, -2.9894e-03, 9.2505e-04, 6.1965e-04,\n", + " 4.2563e-03, -6.1347e-03, 4.6927e-03, -3.5274e-03, -1.2582e-03,\n", + " -3.3952e-03, 1.9047e-03, -5.5998e-04, -1.4627e-03, -8.8564e-03,\n", + " -4.4272e-03, 6.2372e-03, 5.8206e-04, -9.3857e-03, 5.5110e-03,\n", + " -4.6755e-04, -1.5582e-03, -1.1438e-02, 6.3529e-03, 2.4976e-03,\n", + " -7.1437e-03, -1.7685e-03, -5.8337e-03, 3.4619e-04, -2.4055e-03,\n", + " -5.0630e-03, 7.4639e-03, 3.2297e-03, 8.0671e-04, -3.8354e-04,\n", + " 7.0612e-05, 7.1299e-03, 2.7232e-03, 1.8776e-03, -6.2731e-03,\n", + " 4.4811e-03, 4.9442e-03, -1.7353e-03, 7.4945e-04, 3.5349e-03,\n", + " 4.6123e-03, 1.0973e-03, 8.8787e-03, 1.2350e-02, 4.3001e-03,\n", + " 6.0430e-03, -3.9962e-04, 5.6535e-03, -2.7206e-03, 4.2285e-04,\n", + " 4.7691e-04, -2.9674e-03, 4.0179e-03, 1.7415e-03, -5.4990e-03,\n", + " -4.6904e-03, 2.4732e-03, 4.1243e-04, -1.8344e-03, 1.0910e-03,\n", + " -5.7840e-03, 8.3440e-03, 4.7510e-03, 9.1619e-03, -3.5300e-03,\n", + " -6.5683e-03, -2.8051e-03, 3.9208e-03, 2.8168e-04, -6.4946e-04,\n", + " 1.1568e-03, 5.6930e-03, -2.4589e-04, -8.7291e-03, 2.8622e-04,\n", + " 6.1108e-03, 3.5566e-04, 6.7640e-03, 1.9732e-03, -1.0824e-02,\n", + " 3.2188e-03, -6.3907e-04, -3.1048e-03, 1.7361e-03, -1.5609e-03,\n", + " 1.0463e-02, -3.6212e-03, -8.6391e-04, -7.2842e-03, 9.8570e-04,\n", + " -4.0789e-03, 2.9861e-03, -1.4272e-02, 1.8098e-03, -1.4626e-03,\n", + " 3.0207e-03, 1.1875e-04, 1.3779e-03, -1.2130e-02, -3.2088e-03,\n", + " 8.0327e-03, 3.5879e-03, -2.4478e-04, -9.4577e-03, -5.8266e-03,\n", + " 3.6276e-03, -4.0506e-03, 2.9889e-03, 7.5537e-03, -3.8848e-03,\n", + " -2.7813e-04, 4.7787e-03, 5.7054e-03, -2.8156e-05, -1.1205e-03,\n", + " 9.4752e-03, -2.9348e-03, -1.1014e-03, -5.5219e-03, -3.2049e-03,\n", + " -1.8709e-03, 3.6700e-03, -6.2822e-04, -4.3498e-03, -3.5481e-04,\n", + " -8.6728e-03, -1.2194e-03, -1.8336e-04, 5.4542e-03, -6.0909e-03,\n", + " -2.7877e-03, -8.6330e-04, -4.2260e-03, -1.6759e-03, -6.1510e-04,\n", + " 2.7705e-03, 8.7343e-03, 1.2738e-02, -1.0402e-02, -1.5460e-03,\n", + " -3.5030e-03, 5.6855e-03, -6.0889e-03, 5.2885e-03, 1.2397e-03,\n", + " 6.4746e-03, -3.9876e-03, -7.1194e-03, 4.0617e-03, -1.2035e-03,\n", + " 3.0181e-03, 1.8153e-02, 4.8571e-03, -1.4389e-03, -4.0256e-03,\n", + " -1.4215e-03, -4.1685e-03, -1.2176e-02, -3.9216e-03, 3.7874e-03,\n", + " 2.7529e-03, 1.4144e-02, -4.4793e-03, 7.0816e-04, 3.3765e-04,\n", + " 1.4426e-02, -6.7755e-03, -6.8462e-05, -1.0765e-02, 8.7603e-04,\n", + " -1.1458e-03, -2.4012e-03, -1.8208e-02, 1.5817e-03, 4.0696e-03,\n", + " -2.3120e-02, -5.5583e-03, 8.6350e-03, 1.7475e-03, -5.5555e-03,\n", + " -2.7651e-03, -9.0205e-04, -4.0749e-03, 1.0179e-03, -8.2821e-04,\n", + " -1.9171e-03, -2.8733e-03, -8.4613e-05, 2.2761e-03, -5.4357e-03,\n", + " -1.1103e-03, -1.1556e-03, -2.8371e-04, -5.2364e-03, -1.3415e-03,\n", + " 9.8636e-04, 9.8714e-04, 5.2567e-05, -2.2907e-03, 6.1414e-03,\n", + " -3.6127e-03, 1.9502e-03, 6.5552e-03, 9.0150e-04, -2.8471e-04,\n", + " 4.4339e-04, -2.3325e-03, -2.1127e-03, -3.4575e-03, -5.7528e-04,\n", + " 9.0375e-04, -1.0471e-03, -8.6204e-05, -3.7940e-03, -2.0911e-03,\n", + " 9.4940e-04, -1.0628e-03, 4.9664e-03, 7.3037e-04, -3.4284e-03,\n", + " 3.6383e-03, 7.3874e-03, -4.1659e-03, 3.1823e-03, -2.6189e-03,\n", + " -5.1144e-03, -6.4309e-04, 6.6350e-03, -2.1916e-03, 2.3002e-03,\n", + " 4.1632e-03, -6.5650e-03, 1.4118e-03, -1.7440e-03, -2.6755e-03,\n", + " 3.4951e-03, 2.8732e-03, -1.7719e-03, -3.0961e-03, -3.1050e-03,\n", + " -2.3345e-03, -5.2766e-03, -3.8348e-04], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.4921e-02, 1.8132e-02, -1.8288e-03, -1.4206e-02, -5.0894e-03,\n", + " 4.8221e-02, 8.5166e-03, 2.5981e-03, 2.7892e-02, 2.1551e-02,\n", + " 6.1439e-03, 3.9281e-03, -1.2156e-02, 1.3217e-02, -9.7741e-03,\n", + " -1.6178e-02, -1.5600e-02, 1.5788e-02, -6.4762e-04, 4.2904e-03,\n", + " 1.8258e-02, -3.4663e-03, 1.4401e-02, 4.3977e-02, -1.5816e-02,\n", + " -1.7426e-02, 1.4761e-02, -1.7251e-02, 2.6874e-02, -1.3058e-02,\n", + " 4.4215e-02, 1.7680e-02, -1.1854e-02, -1.7741e-02, -7.4324e-04,\n", + " 1.7306e-02, -5.4225e-02, -2.0079e-02, -7.4739e-03, -2.0194e-03,\n", + " 3.3924e-02, 3.0160e-03, 3.1900e-03, -1.6965e-02, 7.2989e-03,\n", + " -1.1904e-02, -4.2312e-03, 1.4134e-03, -3.5267e-03, 2.5431e-02,\n", + " 9.4091e-03, 2.1810e-03, -2.4993e-02, -1.4065e-03, -1.8494e-02,\n", + " -1.2197e-02, 4.2435e-03, 3.6315e-03, -1.2804e-02, -2.8301e-03,\n", + " -7.5398e-03, -4.4491e-03, 2.1042e-02, 4.0765e-04, -2.2260e-02,\n", + " 6.5892e-03, 9.1140e-03, 2.4256e-03, -2.3631e-02, 2.2210e-02,\n", + " -2.9815e-03, -4.1057e-02, 1.4195e-02, -9.6282e-03, 3.2480e-02,\n", + " -1.4851e-02, 1.5299e-02, -1.3757e-02, 3.6770e-02, -4.2210e-02,\n", + " 9.8289e-03, 1.7749e-02, 1.5550e-02, -2.7928e-02, -3.2709e-02,\n", + " 1.9352e-03, 4.2440e-02, 6.6678e-03, 1.2637e-02, 2.4880e-02,\n", + " -4.2041e-03, -2.5825e-02, 2.4536e-02, 1.2561e-02, 4.0903e-03,\n", + " -1.8097e-02, -3.7761e-02, 4.3217e-02, -2.2104e-02, -6.0344e-02,\n", + " -4.5369e-03, -1.2649e-02, -1.4669e-02, -3.3482e-03, 3.5630e-02,\n", + " -1.3973e-02, -1.1997e-02, 2.3257e-02, 2.6717e-02, 6.2876e-03,\n", + " -5.4595e-03, 1.8707e-02, 3.3541e-02, 1.5454e-02, 8.3214e-03,\n", + " 1.4163e-02, 6.5161e-03, 6.1715e-02, -2.9925e-02, 1.1095e-02,\n", + " -1.3704e-02, 1.9510e-02, 2.2855e-02, 1.8323e-02, -2.2118e-02,\n", + " -1.6011e-02, -2.5868e-04, 1.3484e-02, -5.7017e-02, -1.0072e-03,\n", + " -1.0623e-02, 2.4299e-02, 2.3758e-04, 1.2222e-02, -1.9208e-02,\n", + " -4.0847e-02, 1.2747e-02, -2.7922e-02, -7.9820e-03, -3.3200e-02,\n", + " -4.0855e-02, -4.9498e-02, 2.7119e-02, -2.2179e-02, 1.6361e-04,\n", + " 1.6296e-02, 3.2471e-02, -3.2432e-02, 9.9736e-04, -1.9066e-02,\n", + " 2.6569e-03, -1.3848e-02, -2.8495e-02, -4.7410e-03, -1.6528e-02,\n", + " -1.2160e-02, 4.4841e-02, -2.0999e-02, -2.2275e-02, -3.2732e-02,\n", + " -2.8265e-02, 2.3457e-02, -2.5313e-03, 3.5677e-02, 1.0989e-02,\n", + " -3.4196e-02, 1.2228e-02, 1.7594e-03, 1.7916e-02, 6.4718e-03,\n", + " -5.7328e-02, 2.1537e-02, -1.5395e-02, 1.0865e-02, 1.5307e-02,\n", + " 4.2381e-02, 6.3812e-03, 5.6162e-02, -3.4113e-02, -1.1295e-03,\n", + " -4.5396e-03, 4.3266e-03, -7.9750e-03, -2.9166e-02, 1.9396e-03,\n", + " -7.5277e-03, -7.5666e-02, 1.3804e-02, -5.6719e-02, -5.9091e-02,\n", + " 1.5869e-02, 1.7618e-02, -7.2110e-03, 6.5488e-03, 5.4746e-02,\n", + " 5.1521e-02, 2.7586e-04, -1.4525e-02, 5.7272e-02, -2.3869e-03,\n", + " 2.9570e-02, 9.0027e-03, -6.9851e-03, -3.2935e-02, 3.0641e-03,\n", + " -3.2481e-02, -1.0294e-01, -6.5088e-02, 2.2527e-02, -1.4005e-02,\n", + " -8.7853e-03, 1.6198e-02, -1.8955e-02, 1.2850e-02, 6.1760e-02,\n", + " 2.1530e-02, -1.9710e-02, -2.9572e-02, 9.4909e-02, 4.8718e-03,\n", + " -6.5398e-02, 2.0899e-02, 5.6139e-02, -3.5306e-02, -1.4403e-02,\n", + " 3.8991e-02, -6.5315e-02, -1.6949e-02, 4.3898e-02, 5.8725e-02,\n", + " 4.4739e-02, 5.8222e-02, 2.6367e-02, 2.5034e-02, 2.9534e-02,\n", + " 1.4338e-02, 3.7384e-03, -3.9763e-02, -4.5705e-03, 2.7633e-02,\n", + " -2.2981e-02, 9.2623e-03, -3.1930e-02, -5.2171e-02, -6.6210e-02,\n", + " 1.7983e-02, -6.6394e-02, -2.5487e-02, -4.3274e-03, -3.3855e-02,\n", + " -2.9861e-02, 9.9809e-03, 3.5956e-02, -4.2874e-02, -1.5036e-01,\n", + " -5.9239e-02, -3.3347e-02, 2.1216e-02, 1.1889e-02, 2.2204e-02,\n", + " -3.4184e-02, 2.0860e-02, -3.7539e-04, 1.7698e-02, 1.7320e-03,\n", + " 1.6163e-02, -9.8547e-04, 1.1963e-03, 8.5624e-03, 4.4162e-02,\n", + " -9.2546e-03, -3.5371e-02, 1.0705e-02, 3.7292e-02, -2.9033e-03,\n", + " -2.8414e-02, -2.3689e-02, -3.7852e-03, -1.2282e-02, 1.4291e-02,\n", + " -2.4832e-02, 1.1256e-02, -7.7132e-03, 3.9797e-02, 8.7659e-03,\n", + " 3.3073e-03, 5.5257e-03, 1.0355e-02, -2.9065e-02, -3.0827e-02,\n", + " 2.7222e-03, -1.4220e-02, 2.5723e-02, -6.9475e-03, -2.8611e-02,\n", + " -2.5098e-02, -2.1229e-02, -3.1856e-04, 1.3621e-02, -2.4298e-02,\n", + " -2.3487e-02, -2.3772e-02, 4.9479e-03, 3.8109e-02, 4.6633e-03,\n", + " -7.9865e-03, 7.2746e-03, 1.1050e-02, 3.6899e-03, -2.5407e-02,\n", + " -4.3841e-04, 1.2744e-02, -7.7776e-03, 1.4023e-02, 3.2307e-03,\n", + " -3.8174e-02, 1.8605e-02, 8.9998e-03, -1.1120e-02, 8.0471e-03,\n", + " -3.8893e-03, 5.4588e-03, -1.7195e-02, 6.5207e-03, 3.9683e-03,\n", + " 1.9861e-02, 1.5834e-03, -1.6853e-02, 7.4338e-03, 4.8273e-03,\n", + " 1.3487e-02, -6.6260e-03, 8.1906e-04, -2.5048e-02, -3.7170e-02,\n", + " -1.4492e-02, -1.2736e-02, 7.2295e-03, 1.8954e-02, -8.7741e-03,\n", + " 1.3491e-02, -3.3118e-03, -3.0792e-02, 7.8088e-03, 1.9363e-02,\n", + " 7.5045e-03, 9.9206e-03, 1.2427e-02, 5.4910e-03, -4.8389e-02,\n", + " 4.1142e-04, -9.2759e-03, -3.8478e-04, -1.1067e-02, -7.9037e-03,\n", + " -2.5851e-02, -1.2140e-02, -2.4124e-02, -3.3000e-03, -6.0399e-03,\n", + " 1.7206e-02, 1.6482e-02, 5.5713e-04, 1.5408e-02, 3.8800e-02,\n", + " -5.7804e-03, -5.5857e-03, 1.8814e-03, -1.0170e-03, 4.3154e-04,\n", + " -7.1268e-03, 2.5248e-03, -1.6197e-03, -3.4574e-03, 7.2833e-03,\n", + " -4.8341e-03, 1.3075e-02, 2.1174e-02, 2.4441e-04, 2.0368e-02,\n", + " 1.6428e-02, -5.0724e-02, 1.1031e-02, 2.3981e-02, 7.6146e-03,\n", + " -1.3590e-02, 7.6884e-03, 9.9372e-02, 1.2168e-01, -2.9080e-02,\n", + " -7.8609e-02, 4.9698e-02, -9.0694e-03, 3.9677e-02, -3.4372e-02,\n", + " 2.0211e-02, 1.0046e-01, -5.0131e-03, -1.0876e-02, 5.0733e-02,\n", + " -4.3468e-02, -3.3973e-02, -4.1121e-02, 4.7005e-03, 4.3390e-02,\n", + " -5.2117e-02, -4.6816e-02, -4.6024e-03, -4.4157e-02, 3.8345e-02,\n", + " 3.3135e-02, 6.2421e-03, -6.6870e-02, 1.2078e-01, -4.4560e-02,\n", + " -7.9694e-02, -1.3350e-02, -2.6164e-02, -3.5108e-02, 7.9018e-02,\n", + " -5.3911e-02, -1.6303e-03, 1.3461e-02, -1.3104e-01, 1.5673e-02,\n", + " 3.4877e-03, -6.3002e-02, -1.5688e-01, 1.0979e-01, -2.8739e-02,\n", + " -2.1612e-02, 2.5841e-02, -2.4117e-03, 1.8520e-02, 1.4650e-03,\n", + " 2.7207e-02, -3.3753e-02, 2.1420e-02, 2.0975e-02, 7.6467e-02,\n", + " 8.5112e-03, 3.9559e-02, -4.2940e-02, -2.5532e-02, -4.6729e-02,\n", + " -8.0638e-02, 6.0810e-02, -1.0542e-01, 7.3519e-03, -1.5001e-02,\n", + " 1.2807e-03, 1.7972e-02, 5.8529e-04, 1.9247e-03, -4.5088e-03,\n", + " -3.0792e-03, 3.3525e-02, 6.4064e-03, -7.3649e-03, -1.1853e-02,\n", + " -6.9614e-04, 3.2523e-02, 1.5730e-02, 1.1981e-02, -1.1550e-02,\n", + " 2.4564e-03, 2.8499e-02, 1.5468e-03, 1.9567e-02, -1.8411e-02,\n", + " 3.8938e-02, 1.0332e-02, 3.3054e-03, 1.8867e-02, -4.6546e-03,\n", + " -6.0332e-03, -1.4748e-02, 1.8123e-02, -2.2401e-02, -3.9833e-03,\n", + " 3.6224e-03, 5.8026e-03, 5.3531e-03, 3.7091e-03, 1.9340e-02,\n", + " 9.4386e-03, 2.7917e-02, 7.9541e-03, 6.8435e-03, 2.7198e-02,\n", + " -8.6652e-03, 2.8913e-03, -4.6829e-03, -2.7430e-02, 3.3161e-02,\n", + " -2.8281e-02, -2.2405e-03, -9.0689e-03, 7.3565e-03, -6.5614e-03,\n", + " 6.2445e-03, -1.2956e-02, 1.1854e-02, 1.3772e-02, -1.0405e-02,\n", + " 4.4691e-03, -6.9332e-03, -2.2985e-03, 5.4073e-03, -9.8795e-04,\n", + " -1.3613e-02, 5.4813e-04, 1.5004e-02, -7.2804e-05, -7.9746e-03,\n", + " 3.8501e-02, -1.5665e-02, 7.0609e-03, -2.6769e-04, -6.7848e-02,\n", + " 2.6707e-03, -3.1977e-02, -6.7296e-02, -4.9091e-03, -7.4501e-03,\n", + " 7.9823e-03, -1.9585e-02, 1.1685e-02, -4.3355e-02, 3.3721e-02,\n", + " -5.9095e-03, -1.4957e-03, -3.2478e-02, -2.1106e-02, 8.3821e-02,\n", + " 1.4739e-02, -4.3830e-02, -7.6845e-03, 1.6005e-02, 4.0256e-03,\n", + " -1.3561e-02, 1.7258e-02, 8.1113e-03, 1.4034e-03, 1.4374e-02,\n", + " 3.9538e-02, 2.3800e-02, 2.6422e-02, -7.1102e-03, -1.9706e-05,\n", + " 3.6553e-02, 2.0591e-02, -2.5286e-04, -7.9112e-03, 1.2051e-02,\n", + " 1.0187e-02, -6.0510e-03, -7.5219e-04, 2.3326e-02, 5.9974e-03,\n", + " 2.7913e-02, 5.7145e-02, -4.4367e-04, -5.2212e-03, -6.8095e-02,\n", + " 6.6926e-02, 2.1458e-02, -2.8811e-02, 1.3916e-02, -2.4731e-02,\n", + " 1.1377e-02, 1.9508e-02, 1.1059e-01, 1.8753e-02, -1.2289e-02,\n", + " 2.9975e-03, 5.5450e-02, -3.2517e-02, 2.8081e-02, -4.5581e-02,\n", + " -4.7967e-04, -3.0467e-02, -1.2809e-02, -1.4253e-02, -3.9111e-02,\n", + " -2.7481e-02, 6.6531e-02, 6.8529e-02, 4.8205e-02, 4.0477e-02,\n", + " 2.8490e-02, 8.6452e-03, 4.6500e-02, -2.9440e-02, 5.1146e-02,\n", + " -4.9283e-02, -1.9403e-02, 9.9161e-03, 1.0940e-02, 4.9484e-02,\n", + " -7.1978e-02, 3.0825e-03, -4.3513e-02, -4.2171e-02, 6.2302e-03,\n", + " 4.0332e-02, -1.6069e-02, -5.4363e-02, -5.6746e-02, 6.7378e-03,\n", + " -1.1762e-02, -4.4112e-02, 2.7254e-02, 7.2859e-02, 8.7947e-02,\n", + " 4.0030e-02, -2.3913e-03, -8.8728e-04, 2.5663e-02, -7.3990e-02,\n", + " -3.4404e-02, 9.1258e-03, 4.4086e-02, -3.3792e-03, -1.5481e-02,\n", + " -7.0461e-02, 1.4140e-02, 6.1796e-02, 4.7014e-02, -1.8332e-02,\n", + " -1.0995e-01, -3.3181e-02, -1.6453e-02, -3.5037e-02, -2.6003e-02,\n", + " 2.9864e-02, 3.0421e-04, -1.3513e-03, -1.5024e-04, -4.4369e-02,\n", + " 7.4124e-03, 8.8499e-03, -1.2481e-02, 1.2444e-02, -5.5309e-03,\n", + " 3.3085e-02, 3.1146e-02, -3.9556e-03, -1.4670e-02, -8.3356e-03,\n", + " -9.2197e-03, 2.7168e-03, -1.9257e-02, 4.0712e-02, 9.8164e-02,\n", + " -2.3290e-02, -6.9866e-03, -6.0275e-02, -1.1745e-02, 3.1060e-02,\n", + " 4.9842e-02, -3.2329e-02, -7.7215e-02, 1.1012e-02, -3.7900e-02,\n", + " 1.7909e-02, 6.1523e-03, 3.6623e-02, 7.6246e-02, 4.2921e-02,\n", + " 3.3181e-02, 1.4182e-02, 4.3910e-02, -3.9318e-04, -8.0178e-03,\n", + " 4.2921e-02, -8.8500e-03, 1.3874e-03, 1.5287e-02, -6.0290e-02,\n", + " -3.5544e-02, 3.3691e-03, 3.7604e-02, -5.1559e-03, 1.7181e-02,\n", + " -1.3504e-02, 1.9242e-02, -1.9186e-02, 4.7153e-02, 4.8538e-03,\n", + " 8.4091e-02, -3.7795e-02, -2.0202e-02, -2.1704e-02, -3.4349e-02,\n", + " -9.5670e-03, -1.3735e-02, -1.8750e-02, -3.4347e-02, 1.2258e-02,\n", + " -9.7259e-02, -1.2502e-02, -2.5936e-02, 2.9305e-02, 2.9185e-02,\n", + " -4.5916e-03, -8.6305e-02, 1.5817e-01, 5.5634e-02, -3.8168e-02,\n", + " 4.9972e-02, -1.6746e-03, 1.1333e-01, -1.0220e-02, -5.7967e-02,\n", + " 2.5249e-02, 1.4421e-02, -6.5078e-02, -4.0160e-02, -1.0578e-01,\n", + " 5.0551e-02, 4.5036e-02, 1.4170e-01, 3.6622e-03, -2.1971e-02,\n", + " -4.1334e-02, 1.1196e-02, 1.5993e-02, -8.9271e-03, 5.0402e-03,\n", + " -5.5021e-02, -9.0182e-02, -3.8577e-02, 1.0318e-01, -1.5199e-02,\n", + " 7.7312e-04, 8.7176e-03, 6.8103e-02, 6.5578e-02, 1.2188e-02,\n", + " -2.4233e-02, 1.8422e-02, 9.8968e-02, 6.1746e-02, -2.6176e-02,\n", + " 3.4459e-02, -1.0415e-01, 1.0954e-02, 1.0560e-01, 6.7482e-02,\n", + " 4.8464e-02, -4.1952e-02, -3.6386e-03, 1.0119e-02, 4.4288e-02,\n", + " 1.2404e-01, -4.2428e-02, 8.1233e-03, -4.8082e-02, -6.8090e-02,\n", + " 3.2699e-02, 6.9018e-02, 2.1045e-02, 5.8649e-03, -3.1966e-02,\n", + " -6.2285e-02, -2.3869e-02, -1.6657e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.4867e-03, -5.9355e-02, -5.6732e-02, -1.1524e-02, -2.7666e-02,\n", + " 4.7987e-02, -3.7444e-02, -3.2648e-02, -2.1686e-02, -4.5793e-02,\n", + " -5.0876e-02, -7.6217e-03, 6.2026e-02, -4.0575e-02, 2.1968e-02,\n", + " -2.6319e-02, 2.0166e-02, -3.7866e-02, 1.4455e-02, -7.5703e-02,\n", + " -5.5682e-02, 6.0839e-02, -6.0681e-02, -2.0188e-02, 3.3382e-02,\n", + " -5.7250e-02, -7.8521e-02, -1.2057e-02, 4.4144e-02, -4.3804e-02,\n", + " 5.1941e-04, 2.2361e-02, -7.8483e-03, -4.2939e-03, -5.8940e-02,\n", + " 3.3728e-02, 1.6820e-02, 1.2325e-02, -5.9437e-02, 1.2489e-02,\n", + " -1.2475e-02, 3.4512e-02, 6.0411e-02, -4.4878e-02, 4.5237e-02,\n", + " -3.7635e-02, 8.6092e-03, -5.8533e-03, 2.4860e-03, 1.3171e-02,\n", + " 5.4551e-02, -1.8216e-02, -2.8885e-02, 7.4821e-02, -1.1566e-02,\n", + " -3.3789e-02, -5.3251e-02, 5.7869e-02, 3.8985e-05, -2.1609e-02,\n", + " 3.0585e-03, -4.4508e-02, 6.6669e-02, -1.6032e-02, -2.8179e-02,\n", + " 3.0792e-03, -1.6777e-03, 1.0446e-02, -4.9652e-02, 7.1209e-02,\n", + " 2.4480e-03, -1.6212e-02, -1.9850e-03, 6.3755e-02, -4.1147e-02,\n", + " 2.0136e-02, 2.2457e-03, -4.5389e-02, -4.7212e-02, -7.4723e-02,\n", + " 2.5272e-02, 2.4741e-03, -8.1567e-03, 2.8124e-02, -5.3829e-02,\n", + " -7.4027e-03, 1.9396e-02, -5.2201e-02, 2.0986e-03, 8.2196e-03,\n", + " -3.8668e-02, -5.7600e-03, -1.0757e-01, -1.3928e-02, -4.7601e-02,\n", + " 9.9992e-02, -5.6151e-02, 1.1152e-02, 5.1741e-02, 1.1138e-02,\n", + " -4.2467e-03, -1.8448e-02, -1.9817e-02, -1.6464e-02, 9.7435e-03,\n", + " 1.2450e-01, 2.9611e-02, 1.3942e-02, 6.4377e-02, -2.8929e-02,\n", + " -7.2540e-02, 3.3297e-02, 2.5615e-02, 1.1975e-02, -9.9712e-03,\n", + " -6.4926e-03, 2.3175e-02, 2.5292e-03, 6.6991e-03, -8.3770e-02,\n", + " -6.6085e-03, 1.3776e-01, 4.7758e-02, -5.9741e-02, -7.6294e-02,\n", + " 5.7985e-02, 4.6088e-02, -6.8736e-02, 9.9548e-03, 3.1133e-02,\n", + " 1.1092e-02, -3.9695e-02, -6.8375e-02, -3.7047e-02, -1.0888e-03,\n", + " 1.3076e-02, -2.3048e-02, -4.0178e-02, 6.1507e-03, 2.4888e-02,\n", + " 1.7729e-02, 5.9738e-04, -4.7605e-02, -5.3761e-04, -5.5877e-02,\n", + " 1.3254e-01, 1.5495e-02, -1.1906e-02, 3.0198e-02, -5.2776e-02,\n", + " -3.1189e-03, -9.9776e-03, 5.3537e-02, -8.0739e-03, 8.2701e-03,\n", + " 3.9863e-02, -1.7842e-02, -1.9237e-02, 1.1329e-02, 4.1052e-02,\n", + " -2.5356e-02, 8.3182e-03, -2.1669e-02, 1.6226e-02, 2.5664e-02,\n", + " -6.2780e-02, -3.3559e-02, -2.7341e-02, 1.5599e-01, 4.3920e-02,\n", + " -1.8154e-03, -2.6509e-02, 9.4168e-02, -6.8539e-02, -8.9345e-03,\n", + " 3.8589e-02, -4.4134e-03, 4.5880e-03, 4.9703e-02, -7.7310e-03,\n", + " -1.2878e-02, -1.3259e-02, 2.1590e-02, -6.4726e-02, -1.1356e-02,\n", + " 3.2121e-02, -8.6043e-03, -2.9018e-02, -4.5730e-02, 1.9021e-02,\n", + " 2.1431e-02, 7.4730e-02, -6.3591e-02, 4.4473e-02, -3.8942e-02,\n", + " -4.8631e-02, -1.3346e-02, -9.2231e-02, -1.1780e-02, 4.6684e-02,\n", + " 6.8016e-03, -5.0912e-02, -1.5996e-02, 3.3763e-03, 2.0470e-03,\n", + " 3.9476e-03, 2.5733e-02, -5.8779e-02, -6.1399e-03, -5.4171e-02,\n", + " -3.5354e-02, 5.5210e-02, 5.6126e-03, -1.1730e-01, -4.2446e-02,\n", + " 3.4118e-02, 2.3671e-02, 4.1200e-02, -1.2221e-01, 1.5996e-02,\n", + " -3.3383e-02, -3.7342e-02, -1.6947e-02, -2.2285e-02, 7.4171e-03,\n", + " -1.0342e-01, -1.8598e-02, 5.2885e-02, -2.7400e-02, -1.1066e-03,\n", + " -4.3298e-02, -2.8893e-02, -4.5293e-02, -7.2043e-03, -1.6622e-02,\n", + " -8.0071e-03, 5.4727e-03, 5.1195e-02, -1.5983e-02, 1.0040e-01,\n", + " -3.6992e-02, -4.0116e-02, 5.5899e-02, 8.0346e-03, -4.1572e-03,\n", + " 4.1698e-02, -8.7211e-03, 3.1871e-02, 6.9232e-02, 8.6880e-02,\n", + " 3.4134e-02, -1.0836e-01, -3.2503e-02, -7.7407e-03, -8.5365e-02,\n", + " 7.2373e-02, 3.3227e-02, 3.8385e-02, 1.8440e-02, -8.4554e-03,\n", + " 5.3769e-02, 1.1531e-02, 6.8766e-03, 1.4170e-02, -1.0525e-01,\n", + " 3.9197e-02, -1.6725e-02, -5.3252e-02, 5.4303e-04, -1.7917e-02,\n", + " -4.7632e-02, 2.7131e-02, 5.0531e-02, 3.1100e-03, -4.5806e-03,\n", + " -2.8077e-02, 2.7975e-02, 6.1526e-02, 2.6882e-02, 3.8306e-02,\n", + " -2.4508e-02, -3.5929e-02, -2.1226e-02, 2.2509e-02, 2.5333e-02,\n", + " -3.7290e-02, -2.9934e-02, -2.4418e-02, -8.8698e-03, -6.6163e-03,\n", + " -6.9428e-02, -7.2207e-02, 7.4985e-02, 4.3107e-02, -1.5575e-02,\n", + " -4.1715e-02, -2.8040e-03, -1.2076e-02, -1.9106e-02, -4.3634e-03,\n", + " -2.4774e-03, 6.0728e-02, 1.8227e-02, -4.2553e-02, -9.6008e-02,\n", + " 2.8601e-02, 3.5137e-02, -7.6164e-04, 8.2150e-01, 7.0118e-03,\n", + " 4.3138e-03, -6.3477e-02, 2.1625e-02, 9.6444e-03, -2.6198e-02,\n", + " 1.0462e-02, -4.2468e-02, -4.4127e-02, 4.4629e-02, -2.0157e-01,\n", + " -3.0731e-02, -6.2315e-02, -5.3943e-02, 3.8344e-02, 1.1529e-03,\n", + " -5.1614e-02, -6.0933e-02, 3.7003e-02, -2.1992e-02, -6.5763e-03,\n", + " 2.5604e-02, -1.4906e-01, -1.1612e-02, -5.9445e-02, 5.2719e-02,\n", + " 6.8504e-03, -1.4017e-02, 1.2467e-02, -1.5488e-02, 1.4041e-02,\n", + " -2.9123e-02, -3.7045e-02, -8.4118e-02, -9.1453e-03, -3.0126e-02,\n", + " 1.0629e-02, 2.7546e-03, 4.5500e-02, -7.5592e-03, 1.4558e-02,\n", + " 6.3868e-02, 7.6590e-03, -1.3336e-02, -2.9706e-02, 8.8345e-04,\n", + " 4.3916e-02, 8.9804e-03, -1.5378e-02, 2.6446e-02, -5.3369e-02,\n", + " -9.4195e-03, -1.6228e-02, 3.6608e-03, -6.4476e-02, 5.3827e-03,\n", + " 9.4920e-04, -5.3731e-03, -4.5724e-02, -6.6587e-03, -8.6687e-02,\n", + " 5.3138e-02, 4.1250e-02, -1.2894e-02, 1.9431e-02, -2.2853e-02,\n", + " -2.6993e-03, -2.0210e-02, 4.8772e-02, 4.7900e-02, -4.4230e-03,\n", + " 1.9352e-02, 1.0543e-01, -1.6071e-02, 6.0893e-02, -2.3414e-02,\n", + " 3.5179e-02, 6.4397e-02, -2.7580e-02, 3.2769e-03, 4.3518e-03,\n", + " -3.2907e-02, -4.0727e-02, -3.3245e-03, -4.9532e-02, -3.6069e-02,\n", + " 1.6147e-03, 5.8314e-02, 3.9471e-02, -3.2387e-02, 3.6115e-02,\n", + " 4.7702e-02, -5.2157e-02, -1.9828e-03, -8.9407e-03, 3.2784e-02,\n", + " 4.8584e-02, 3.7103e-03, 1.5068e-03, -5.5272e-03, 2.9361e-02,\n", + " 2.5589e-03, 4.4496e-02, 1.8491e-02, 2.4778e-02, 2.8262e-02,\n", + " -3.4102e-02, 1.6067e-02, 4.6418e-02, 3.2189e-02, -4.5037e-02,\n", + " 2.0052e-02, 1.1296e-01, -2.0296e-02, 4.0847e-02, 2.1778e-02,\n", + " -2.9115e-02, 1.3222e-02, -3.0750e-02, 6.5235e-02, -6.7655e-02,\n", + " 2.0540e-02, 3.0310e-02, 2.4590e-02, -7.8925e-02, -2.8908e-02,\n", + " 6.0072e-03, 4.0823e-02, 9.7022e-02, -4.5840e-03, -1.0620e-02,\n", + " 1.6445e-02, -1.6043e-02, -6.3337e-02, 2.4039e-02, -3.0955e-03,\n", + " 4.0042e-03, 3.1653e-02, 1.6900e-02, 7.2645e-02, 4.6377e-02,\n", + " -9.0864e-03, 4.0996e-02, -2.9952e-02, 2.7976e-02, -1.4576e-02,\n", + " -1.2391e-02, 1.9431e-02, 7.9407e-03, 7.2397e-03, 1.4114e-02,\n", + " 6.2710e-03, 1.5196e-01, 1.6704e-03, -2.8500e-02, 5.0680e-02,\n", + " -8.0004e-02, -1.4067e-02, 1.3336e-02, -2.6720e-02, 3.5077e-02,\n", + " 2.9346e-03, -6.3631e-02, 2.1897e-02, 3.0051e-02, 3.5377e-02,\n", + " 6.2542e-02, -5.4886e-03, 7.4938e-03, 7.6717e-02, 2.6685e-02,\n", + " -6.2378e-03, -2.6176e-02, 4.0057e-02, 3.1799e-03, 4.6198e-02,\n", + " -4.9623e-02, -5.0867e-02, -3.3948e-02, 8.3583e-02, -1.6801e-03,\n", + " 1.2096e-02, 2.0863e-02, -2.5302e-02, 1.5536e-03, 2.1004e-02,\n", + " -5.6952e-03, -7.8900e-02, 1.5754e-02, 1.4905e-02, -3.1048e-02,\n", + " -3.9601e-03, -4.1230e-03, -4.3141e-03, -3.9903e-03, 2.7801e-02,\n", + " -3.3635e-02, -1.3885e-03, 1.7747e-02, 4.3312e-02, -4.1014e-02,\n", + " -1.7152e-03, -1.7541e-02, 2.9598e-02, -1.6473e-02, 6.1739e-02,\n", + " -7.9912e-02, 3.7208e-02, -2.0989e-02, 2.9330e-02, 6.1193e-02,\n", + " -5.2695e-03, -3.0857e-02, -8.9620e-03, 1.9595e-02, 2.2103e-03,\n", + " 5.8601e-03, -1.3326e-02, -2.7906e-02, -1.7603e-02, -4.2458e-02,\n", + " 1.1188e-02, 1.9745e-02, -9.8556e-03, -3.9211e-02, 2.1981e-03,\n", + " 2.0505e-02, 4.6261e-03, -2.9130e-02, -1.7269e-02, 3.9228e-02,\n", + " -8.6282e-03, -9.1066e-03, 3.5340e-02, 9.4954e-03, -2.1845e-02,\n", + " 8.0180e-02, 5.1887e-02, -1.8285e-02, -7.3062e-02, -3.7417e-03,\n", + " 2.4367e-02, 4.2904e-02, 1.0478e-03, 1.2807e-02, 3.2438e-02,\n", + " 8.7902e-03, -3.0571e-02, -3.2871e-02, -1.8314e-02, -2.0077e-02,\n", + " 3.7954e-03, 2.1989e-02, 6.2701e-02, 4.3707e-02, 1.0210e-02,\n", + " -5.6507e-03, -2.9066e-02, 6.4511e-02, -1.1715e-02, 1.8546e-02,\n", + " 5.7273e-03, 8.3242e-03, -2.6751e-02, 4.8804e-03, 4.1730e-02,\n", + " -3.9331e-02, 1.5694e-02, 1.9658e-02, -2.4514e-02, 5.8193e-02,\n", + " 5.8486e-02, -1.6296e-02, -2.3163e-02, 2.1613e-02, 6.1897e-02,\n", + " 1.8319e-02, -6.5788e-02, -1.7697e-02, 4.2460e-02, 3.7242e-02,\n", + " -2.1507e-02, 6.6131e-03, -9.8043e-03, 1.4812e-02, 1.2532e-02,\n", + " 7.3536e-02, -2.3503e-02, 3.4924e-02, 1.5151e-03, -4.0319e-02,\n", + " -2.3511e-02, 1.1563e-02, 1.4108e-02, 3.6063e-02, 4.6447e-03,\n", + " -5.9890e-02, -9.1743e-03, 6.2178e-02, -2.3590e-02, 3.1817e-02,\n", + " -3.8503e-02, 1.2084e-01, 9.6216e-03, 2.4724e-02, 7.0701e-02,\n", + " 2.4092e-02, 5.7615e-02, -1.7107e-02, 2.0450e-02, -2.2278e-02,\n", + " -1.3891e-02, -7.1505e-03, 4.3284e-02, 8.9573e-03, 5.3080e-02,\n", + " -2.0312e-02, -3.5957e-02, 4.2196e-02, -1.9570e-02, -2.3746e-02,\n", + " -1.0048e-01, -1.5486e-02, 1.8957e-02, -9.3240e-02, -1.3599e-02,\n", + " -3.5049e-02, -3.0422e-02, -1.0183e-02, -8.5218e-02, 1.3872e-02,\n", + " 1.3873e-02, -5.8596e-02, 4.1684e-03, -4.5697e-02, 6.0391e-02,\n", + " -7.4906e-03, -1.9408e-02, 4.1049e-03, 6.1541e-02, -7.9029e-03,\n", + " -3.9353e-03, -1.7902e-02, -1.1867e-02, 2.6646e-02, 5.7930e-02,\n", + " 5.3847e-03, -6.8823e-03, -1.2426e-02, 7.3902e-03, 2.5051e-02,\n", + " -5.9030e-02, 1.0364e-02, -3.0277e-02, 3.7345e-02, -4.1909e-02,\n", + " 1.6635e-02, -2.0086e-02, -8.8079e-03, -3.4849e-02, 5.0330e-04,\n", + " -1.1002e-01, -1.1353e-02, 3.1272e-02, 8.0889e-03, 2.5960e-04,\n", + " 1.4852e-02, -8.4738e-02, -4.2936e-02, -1.5526e-02, -1.2144e-02,\n", + " -1.7500e-02, 2.1119e-02, -7.8342e-02, -1.3240e-02, 3.4838e-02,\n", + " 9.4339e-03, -3.9112e-02, 9.1692e-04, 4.1063e-03, 1.6631e-02,\n", + " 1.5596e-02, -1.7824e-02, -4.1029e-02, 9.4802e-03, 4.3614e-02,\n", + " -3.4480e-02, 5.0388e-02, -5.8959e-02, 7.2143e-02, -1.5887e-02,\n", + " -1.0059e-02, 5.4724e-03, 2.6698e-02, -5.4167e-02, -6.8497e-03,\n", + " -3.1151e-02, -1.4198e-02, 4.7283e-03, 1.4295e-04, -1.1281e-02,\n", + " 1.1194e-01, -4.1985e-02, -1.6548e-02, 4.5234e-02, 1.3272e-02,\n", + " -1.8830e-02, -2.0011e-02, 9.1828e-03, 5.5471e-03, -5.3581e-02,\n", + " 6.9124e-02, -1.8628e-02, -4.6411e-03, 1.8407e-02, 3.1552e-02,\n", + " 2.8428e-02, 1.8153e-02, 2.7219e-02, 6.0630e-02, -4.1897e-02,\n", + " -8.4967e-03, 5.4171e-03, -5.2203e-02, -2.2056e-02, -3.7319e-02,\n", + " 5.9913e-02, -2.7978e-02, 2.1165e-02, 2.5847e-02, 1.3713e-02,\n", + " 8.5751e-03, -2.9108e-02, 1.0367e-04, 1.2591e-02, -2.4026e-02,\n", + " -5.8920e-02, -1.6728e-02, -4.7103e-02, -1.0252e-02, 9.3540e-04,\n", + " 1.3706e-02, 3.4266e-02, 2.9675e-02, -2.6277e-02, 5.6964e-02,\n", + " -7.7359e-02, 7.1595e-02, -9.4300e-03, 2.8419e-02, -4.2643e-02,\n", + " 1.8959e-03, 3.6442e-03, 8.0649e-03, 1.9393e-02, 3.7393e-02,\n", + " -3.7904e-02, -1.2069e-02, -2.7035e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8882, 0.8705, 0.8029, 0.7737, 0.9233, 0.8613, 0.8651, 0.8595, 0.8431,\n", + " 0.8290, 0.7691, 0.7188, 0.7791, 0.7648, 0.8316, 0.8349, 0.7515, 0.7844,\n", + " 0.9252, 0.8440, 0.8759, 0.8030, 0.8607, 0.9052, 0.7658, 0.9120, 0.7668,\n", + " 0.8896, 0.7807, 0.8382, 0.8737, 0.7606, 0.8819, 0.8739, 0.8686, 0.8333,\n", + " 0.8616, 0.8090, 0.8758, 0.9091, 0.8491, 0.8887, 0.8879, 0.8460, 0.8262,\n", + " 0.7833, 0.9008, 0.8638, 0.8917, 0.8618, 0.8790, 0.8376, 0.9470, 0.7400,\n", + " 0.8520, 0.7660, 0.8255, 0.7111, 0.8391, 0.7484, 0.8679, 0.7583, 0.6782,\n", + " 0.7847, 0.8373, 0.8244, 0.8480, 0.8636, 0.8056, 0.9040, 0.8738, 0.9071,\n", + " 0.8632, 0.7288, 0.8821, 0.7437, 0.8235, 0.7086, 0.7610, 0.7965, 0.8479,\n", + " 0.8865, 0.8985, 0.8220, 0.6690, 0.7675, 0.8065, 0.8193, 0.8474, 0.8783,\n", + " 0.8065, 0.8388, 1.0387, 0.7745, 0.8001, 0.7706, 0.6955, 0.7660, 0.8370,\n", + " 0.8755, 0.9011, 0.9001, 0.8662, 0.8175, 0.7603, 0.6286, 0.7920, 0.8799,\n", + " 0.8429, 0.7867, 0.8382, 0.8181, 0.7970, 0.8636, 0.8415, 0.7793, 0.8194,\n", + " 0.8602, 0.8445, 0.8133, 0.8415, 0.7265, 0.7852, 0.7824, 0.7036, 0.7916,\n", + " 0.8440, 0.7817, 0.8299, 0.7891, 0.8667, 0.8006, 0.7027, 0.8540, 0.8323,\n", + " 0.8769, 0.8234, 0.7644, 0.8505, 0.6803, 0.8968, 0.8783, 0.8830, 0.9116,\n", + " 0.7893, 0.7780, 0.8531, 0.8193, 0.8623, 0.8335, 0.7775, 0.8203, 0.7129,\n", + " 0.8810, 0.8711, 0.7750, 0.8264, 0.7797, 0.8539, 0.6880, 0.8551, 0.8790,\n", + " 0.7656, 0.8994, 0.7828, 0.8867, 0.8332, 0.7469, 0.8200, 0.8579, 0.8550,\n", + " 0.8288, 0.7634, 0.8618, 0.8990, 0.7835, 0.7695, 0.7812, 0.7895, 0.8122,\n", + " 0.7978, 0.8957, 0.8300, 0.8824, 0.8794, 0.8354, 0.9273, 0.8315, 0.8805,\n", + " 0.8113, 0.8516, 0.9687, 0.9233, 0.7877, 0.8459, 0.8537, 0.8607, 0.7979,\n", + " 0.8205, 0.7391, 0.8640, 0.8108, 0.6632, 0.7625, 0.7884, 0.8288, 0.8209,\n", + " 0.7770, 0.8608, 0.8037, 0.7650, 0.8453, 0.8197, 0.8395, 0.7984, 0.6391,\n", + " 0.6980, 0.8933, 0.7109, 0.8055, 0.8497, 0.8814, 0.8470, 0.7568, 0.8430,\n", + " 0.6954, 0.7977, 0.7798, 0.8543, 0.8833, 0.8033, 0.8467, 0.8251, 0.8670,\n", + " 0.8246, 0.8112, 0.8279, 0.7682, 0.8681, 0.7707, 0.7741, 0.8295, 0.8195,\n", + " 0.7521, 0.7894, 0.6608, 0.7607, 0.8185, 0.7835, 0.7484, 0.7874, 0.9625,\n", + " 0.8093, 0.8241, 0.8755, 0.8304, 0.7966, 0.7980, 0.7531, 0.7918, 0.8844,\n", + " 0.8150, 0.8587, 0.8082, 0.7785, 0.7825, 0.8141, 0.8227, 0.7814, 0.8896,\n", + " 0.8154, 0.8465, 0.8383, 0.8018, 0.8816, 0.8644, 0.7010, 0.8349, 0.7994,\n", + " 0.8619, 0.7419, 0.8734, 0.8767, 0.7105, 0.8503, 0.7739, 0.8835, 0.9097,\n", + " 0.8079, 0.8755, 0.7999, 0.7319, 0.8741, 0.8243, 0.8519, 0.7224, 0.7170,\n", + " 0.8942, 0.8630, 0.8501, 0.9165, 0.8561, 0.8317, 0.8554, 1.0119, 0.8167,\n", + " 0.7876, 0.9025, 1.2222, 0.8446, 0.7796, 0.6850, 0.7692, 0.8237, 0.8505,\n", + " 0.7923, 0.8813, 0.8592, 0.8471, 0.6437, 0.8395, 0.8182, 0.8216, 0.8648,\n", + " 0.8441, 0.8527, 0.7438, 0.8334, 0.8561, 0.8394, 0.7437, 0.6512, 0.8207,\n", + " 0.9215, 0.9155, 0.8162, 0.8244, 0.8885, 0.8679, 0.8340, 0.7514, 0.9164,\n", + " 0.7275, 0.8341, 0.7449, 0.6736, 0.8710, 0.8561, 0.8202, 0.8938, 0.8457,\n", + " 0.8643, 0.8617, 0.6730, 0.8543, 0.8496, 0.8068, 0.7789, 0.8104, 0.8218,\n", + " 0.8504, 0.7812, 0.7815, 0.7983, 0.8272, 0.8571, 0.7634, 0.8555, 0.8495,\n", + " 0.7804, 0.8402, 0.8359, 0.8862, 0.8377, 0.9037, 0.8772, 0.8472, 0.8217,\n", + " 0.8099, 0.9047, 0.8489, 3.3445, 0.8512, 0.9063, 0.8134, 0.8351, 0.8672,\n", + " 0.8851, 0.8455, 0.8568, 0.7831, 0.8216, 0.8503, 0.7740, 0.8707, 0.8748,\n", + " 0.8655, 0.7891, 0.8419, 0.8790, 0.7904, 0.7256, 0.7347, 0.8237, 0.7436,\n", + " 0.8020, 0.8723, 0.7900, 0.8527, 0.8650, 0.8323, 0.8423, 0.8807, 0.8627,\n", + " 0.7978, 0.7756, 0.8189, 0.8115, 0.8358, 0.7310, 0.8210, 0.7347, 0.8545,\n", + " 0.7896, 0.8247, 0.8317, 0.8238, 0.8387, 0.8517, 0.7923, 0.8158, 0.7999,\n", + " 0.8641, 0.7756, 0.8680, 0.9047, 0.8405, 0.7877, 0.8798, 0.8426, 0.8045,\n", + " 0.8671, 0.7909, 0.6701, 0.8234, 0.8594, 0.9320, 0.7794, 0.8440, 0.8069,\n", + " 0.8695, 0.8802, 0.9099, 0.8205, 0.9157, 0.8940, 0.8149, 0.8499, 0.7898,\n", + " 0.8699, 0.8149, 0.7534, 0.8605, 0.8858, 0.8554, 0.7511, 0.7481, 0.7842,\n", + " 0.7665, 0.7684, 0.9338, 0.7248, 0.8127, 0.8240, 0.7484, 0.8201, 0.7972,\n", + " 0.8627, 0.8236, 0.8201, 0.8485, 0.8531, 0.6803, 0.7943, 0.8345, 0.8308,\n", + " 0.8235, 0.8371, 0.7801, 0.8551, 0.8783, 0.8388, 0.7973, 0.8819, 0.8521,\n", + " 0.7975, 0.6687, 0.7696, 0.8772, 0.7991, 0.7594, 0.8550, 0.7472, 0.7861,\n", + " 0.7670, 0.8773, 0.7959, 0.8113, 0.8619, 0.8411, 0.7269, 0.7533, 0.7981,\n", + " 0.8265, 0.8323, 0.8984, 0.8578, 0.6245, 0.9083, 0.8059, 0.8872, 0.7735,\n", + " 0.8857, 0.8253, 0.8111, 0.8284, 0.7953, 0.8582, 0.8415, 0.7058, 0.8140,\n", + " 0.8058, 0.8630, 0.8194, 0.8705, 0.7825, 0.8360, 0.8108, 0.7841, 0.9037,\n", + " 0.7749, 0.7092, 0.8483, 0.8062, 0.8705, 0.9177, 0.8554, 0.8023, 0.8533,\n", + " 0.8329, 0.8860, 0.7780, 0.8538, 0.8952, 0.8878, 0.8408, 0.8242, 0.7670,\n", + " 0.8658, 0.8434, 0.8529, 0.8149, 0.8361, 0.8928, 0.8307, 0.8312, 0.7437,\n", + " 0.8623, 0.8484, 0.8765, 0.8006, 0.8790, 0.8308, 0.6945, 0.8171, 0.8305,\n", + " 0.8538, 0.6569, 0.8860, 0.8519, 0.7863, 0.8689, 0.8617, 0.7771, 0.8457,\n", + " 0.8339, 0.9770, 0.8790, 0.7564, 0.8662, 0.8757, 0.8467, 0.9003, 0.7980,\n", + " 0.7872, 0.7997, 0.8401, 0.8416, 0.8507, 0.8467, 0.7880, 0.8952, 0.8861,\n", + " 0.8215, 0.8750, 0.8089, 0.9032, 0.7438, 0.8452, 0.8476, 0.8160, 0.7681,\n", + " 0.8636, 0.7271, 0.6455, 0.8214, 0.7902, 0.9005, 0.8469, 0.7760, 0.7839,\n", + " 0.8214, 0.8759, 0.8188, 0.8409, 0.8463, 0.8653, 0.8123, 0.7826, 0.8826,\n", + " 0.8169, 0.7693, 0.7947, 0.8671, 0.8443, 0.7886, 0.8498, 0.8654, 0.7643,\n", + " 0.8580, 0.8364, 0.7808, 0.8315, 0.7153, 0.8904, 0.8265, 0.8260, 0.8425,\n", + " 0.8090, 0.8182, 0.8919, 0.8530, 0.8225, 0.7834, 0.6588, 0.8072, 0.7863,\n", + " 0.8275, 0.8606, 0.7992, 0.8501, 0.8932, 0.8908, 0.8999, 0.8363, 0.7745,\n", + " 0.8924, 0.8136, 0.8288, 0.7885, 0.6333, 0.8526, 0.8107, 0.7834, 0.8649,\n", + " 0.8312, 0.8468, 0.8530, 0.8971, 0.8643, 0.8762, 0.8892, 0.8374, 0.8172,\n", + " 0.8710, 0.8545, 0.7402, 0.8328, 0.8749, 0.8435, 0.8192, 0.8252, 0.7987,\n", + " 0.8700, 0.8562, 0.8601, 0.8172, 0.7134, 0.7949, 0.6630, 0.9130, 0.8745,\n", + " 0.7872, 0.8019, 0.8693, 0.7607, 0.7836, 0.8066, 0.8745, 0.8564, 0.7235,\n", + " 0.8337, 0.8020, 0.7976, 0.7865, 0.8942, 0.8157, 0.8139, 0.8792, 0.7882,\n", + " 0.7006, 0.8483, 0.8653, 0.8163, 0.8547, 0.8718, 0.8091, 0.8107, 0.8151,\n", + " 0.8541, 0.8282, 0.8909, 0.8638, 0.8861, 0.8236, 0.7769, 0.8727, 0.8008,\n", + " 0.8849, 0.7288, 0.8408, 0.8556, 0.8806, 0.8329, 0.7735, 0.8462, 0.8047,\n", + " 0.8172, 0.8413, 0.8595, 0.9027, 0.8736, 0.7631, 0.8301, 0.8499, 0.7712,\n", + " 0.8395, 0.8815, 0.8135, 0.7105, 0.8673, 0.8161, 0.8203, 0.8548, 0.8062,\n", + " 0.7516, 0.7964, 0.8844], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.7936e-02, 3.1578e-02, 1.5648e-01, -1.5025e-01, 1.4727e-01,\n", + " -4.2515e-02, 1.5221e-01, 4.7048e-02, -6.1620e-02, -1.6018e-02,\n", + " -6.4231e-02, -5.0208e-03, -1.3631e-01, 1.7899e-01, 2.5055e-02,\n", + " 2.0497e-01, 5.9091e-02, 8.2099e-02, -3.8929e-02, 7.4394e-02,\n", + " 1.7318e-01, -1.0463e-01, 1.5208e-01, 2.9461e-01, 8.0460e-02,\n", + " 1.6074e-01, 9.9356e-02, -2.2881e-02, -2.4802e-01, 1.3612e-01,\n", + " -1.8634e-02, -6.6393e-02, 1.7255e-01, -1.8609e-01, 1.2682e-01,\n", + " -4.6187e-02, -1.2697e-01, -5.9533e-02, 1.4078e-01, -3.0814e-01,\n", + " -5.4271e-02, -1.5952e-01, -6.1325e-02, -5.5490e-03, -2.0443e-02,\n", + " -1.0424e-01, -2.1095e-02, -2.4339e-02, -9.2003e-02, -1.2576e-01,\n", + " -7.5278e-02, -1.2179e-01, 2.6206e-01, -1.4358e-01, 1.1244e-01,\n", + " 9.6011e-02, 9.4407e-02, -2.1980e-01, -1.6647e-01, -5.6020e-02,\n", + " -4.1293e-02, 1.1602e-01, -6.2996e-02, 1.0435e-02, -5.0696e-02,\n", + " 1.6687e-01, -6.8411e-02, 5.9983e-02, 8.5984e-03, -1.9892e-01,\n", + " -1.2073e-01, 7.9578e-02, -5.6859e-02, -9.8340e-02, 7.1650e-02,\n", + " 6.4307e-02, -7.3766e-02, -2.0682e-02, 1.4140e-01, 5.0717e-02,\n", + " -1.3890e-02, -7.9260e-03, 4.3695e-02, 1.2548e-01, 6.4592e-03,\n", + " -1.1162e-01, -7.2433e-02, -2.2999e-02, -1.1168e-01, 1.7434e-02,\n", + " -6.8272e-02, -1.8966e-01, 6.3337e-01, 8.7435e-02, 1.9547e-01,\n", + " -1.4045e-01, 2.1174e-01, -1.1560e-01, -1.3142e-01, -8.7810e-02,\n", + " -1.0087e-01, 1.8780e-02, -2.7278e-02, -4.2809e-02, -2.3384e-04,\n", + " -1.1848e-01, -1.2392e-01, -9.4572e-02, -2.1064e-01, 2.8821e-02,\n", + " -1.4498e-01, -8.4430e-02, -1.9311e-01, -1.2905e-01, -3.6538e-02,\n", + " -1.4816e-02, 4.5727e-02, -1.5212e-02, -1.3613e-01, 1.3006e-01,\n", + " -9.8392e-02, -1.0147e-01, -5.8493e-02, 7.8605e-02, 2.4887e-01,\n", + " -1.3633e-01, -1.2866e-01, 1.7872e-01, -1.1006e-01, -6.0457e-02,\n", + " -1.1736e-02, 1.4017e-01, -1.1579e-01, -8.6049e-02, -3.8850e-02,\n", + " -5.8156e-02, 1.2445e-01, 1.0673e-01, -2.1039e-01, -7.8962e-02,\n", + " -1.1990e-01, 3.2712e-02, 3.5324e-02, 8.5162e-02, 1.0228e-01,\n", + " -4.9327e-01, -4.7141e-02, 4.2122e-02, -1.6448e-01, 2.2386e-01,\n", + " -7.3167e-03, 8.4590e-02, -2.4692e-01, 6.0218e-02, 8.4576e-02,\n", + " 2.8577e-02, 3.4687e-02, 7.5134e-03, 7.8150e-03, -2.5552e-01,\n", + " 4.7889e-02, -1.0869e-01, -2.5363e-02, 6.5480e-02, -7.2423e-02,\n", + " 8.0864e-02, 7.3754e-02, 9.1629e-02, -3.7840e-01, -4.9376e-02,\n", + " -7.1923e-02, -3.3675e-02, -8.9839e-02, 7.2827e-02, -9.7517e-02,\n", + " 2.1261e-01, 6.7663e-02, 4.8916e-02, 1.1473e-01, -6.8217e-02,\n", + " 2.0152e-02, 9.5584e-02, -1.6020e-01, 1.0648e-01, 9.8983e-03,\n", + " -1.1244e-01, 9.1176e-02, 1.6547e-01, 1.3610e-01, 4.4776e-03,\n", + " -5.8887e-02, -3.7258e-01, 2.8920e-01, -1.0734e-01, 1.7613e-01,\n", + " 4.0804e-02, -2.9469e-02, 1.7464e-01, 4.4790e-02, -4.3585e-02,\n", + " -1.1599e-01, 3.0010e-02, 1.0212e-01, 2.9072e-02, -1.6182e-01,\n", + " 9.9715e-02, 2.6969e-02, -6.5524e-02, 2.0609e-02, 1.0495e-01,\n", + " -1.6100e-01, -1.0561e-01, 1.7956e-01, 1.6084e-01, 9.2078e-03,\n", + " -1.8615e-02, -1.9930e-01, -7.4069e-02, 9.5005e-02, -1.6319e-02,\n", + " 7.1734e-02, 2.3848e-01, -9.0983e-02, 2.4761e-02, -1.7546e-01,\n", + " 3.3100e-01, 1.6409e-01, -6.4080e-02, 4.7998e-02, -1.0464e-01,\n", + " -4.3132e-02, -1.9657e-02, 5.0045e-02, 4.1152e-02, -3.1279e-02,\n", + " 1.6035e-02, -7.1043e-03, -1.8470e-01, 1.1808e-01, -2.7260e-01,\n", + " 6.4889e-02, 2.9104e-02, -1.3412e-01, 3.0322e-03, -4.0973e-02,\n", + " -5.5794e-02, -9.2068e-02, 6.3257e-02, -2.2327e-01, -2.3490e-01,\n", + " -2.9395e-02, 4.3944e-01, -1.0098e-02, -1.9856e-02, 7.2339e-02,\n", + " -1.2023e-01, -2.9103e-01, -7.4717e-02, 1.9599e-02, -1.1578e-02,\n", + " -6.2657e-02, -4.8798e-02, -1.1575e-01, 3.7147e-02, -4.8477e-02,\n", + " -2.6367e-01, 7.7258e-03, 3.1153e-02, 6.0121e-03, -1.3257e-01,\n", + " 3.8915e-03, -5.7706e-02, -1.5804e-01, 6.2585e-03, -7.7101e-02,\n", + " -5.1661e-02, -1.0924e-01, -1.4369e-01, -1.1446e-01, -8.7998e-02,\n", + " 1.1470e-01, 2.9228e-02, -9.8710e-02, -1.5051e-01, -1.0675e-01,\n", + " 1.3892e-01, 7.4824e-02, 3.3203e-02, -3.8883e-03, 2.2480e-02,\n", + " 9.8746e-02, 4.8845e-03, -1.7025e-01, -9.1816e-02, 1.6679e-01,\n", + " 9.7284e-02, 6.8027e-02, 2.2613e-01, 1.4146e-01, -6.3099e-02,\n", + " 9.9177e-02, 7.1848e-02, -8.9442e-02, 1.0882e-01, 3.9499e-01,\n", + " -2.1378e-01, -8.6686e-02, -1.1241e-01, -9.1226e-01, -6.0548e-02,\n", + " -1.3436e-01, -1.4847e-01, 2.6446e-02, 6.9003e-03, -4.0872e-02,\n", + " 6.6189e-02, 3.7712e-02, 4.2333e-02, -1.9464e-01, 3.7394e-02,\n", + " -2.0832e-01, 1.2962e-01, 2.6202e-01, -2.1355e-01, -3.4018e-02,\n", + " 1.0503e-02, -7.0151e-02, -1.5101e-01, -5.4392e-02, -1.5883e-01,\n", + " -1.2751e-02, 1.2471e-01, 1.5871e-02, 1.4900e-01, -1.8499e-01,\n", + " -1.1662e-02, -1.0970e-01, -9.6448e-02, -5.1222e-02, -1.8194e-01,\n", + " 3.5967e-03, 5.7948e-02, 3.1753e-02, 4.7772e-02, 9.8228e-02,\n", + " -1.6950e-02, -3.8783e-03, -1.9597e-01, -5.0622e-02, -2.1524e-01,\n", + " -2.7248e-01, -7.4193e-02, 4.7427e-02, 8.7588e-02, -7.8666e-02,\n", + " -1.1951e-01, 3.0464e-02, 6.7082e-02, -8.5915e-02, 1.2746e-02,\n", + " 5.4255e-02, 3.1415e-02, 1.7812e-02, -1.0409e-02, 1.1163e-02,\n", + " -3.4429e-02, -8.5781e-02, 1.2418e-01, -6.7287e-02, 3.8630e-02,\n", + " -9.4615e-03, -7.6570e-02, 7.7781e-03, -1.1548e-01, -5.4246e-02,\n", + " 5.2068e-03, 5.1190e-02, -1.6957e-01, -1.7396e-01, 3.6970e-02,\n", + " -2.4187e-02, -2.0029e+00, -1.6407e-02, -1.4806e-01, 4.4287e-02,\n", + " -1.2524e-01, -2.5100e-01, 6.7725e-02, -4.2504e-02, -8.3310e-02,\n", + " 1.2121e-01, 1.1843e-01, 1.1215e-01, 1.8345e-03, 7.0474e-02,\n", + " 3.0512e-03, -2.2673e-01, -1.7632e-01, 8.5775e-02, -1.7479e-01,\n", + " -5.9883e-02, -9.3512e-02, -6.6348e-03, 1.6602e-02, -3.7331e-02,\n", + " -1.5731e-01, -4.0634e-03, 2.1437e-02, 1.9360e-01, -1.7529e-01,\n", + " -3.3552e-02, -3.4553e-02, 3.9529e-02, -5.6082e-02, -1.5954e-01,\n", + " 9.0531e-02, -5.4529e-02, -8.4778e-02, -3.7641e-02, -3.2706e-02,\n", + " -7.4008e-02, -2.4567e-01, -3.3352e-04, -1.0277e-01, -1.9596e-01,\n", + " 2.0938e-02, 2.5293e-03, -2.6667e-01, -1.8043e-01, 1.5065e-01,\n", + " 1.2584e-02, -1.7929e-01, -2.3455e-01, 1.6269e-01, -1.7313e-01,\n", + " 1.5415e-02, -2.3525e-01, -3.3482e-03, -7.4471e-02, -4.5411e-02,\n", + " 2.7673e-02, 4.9929e-02, 1.7176e-01, -1.6694e-02, -2.4801e-02,\n", + " 7.3893e-02, -2.4601e-01, 1.5642e-02, -8.7047e-02, -1.8164e-01,\n", + " -1.1513e-02, -4.8777e-02, 3.3416e-02, -8.9597e-02, 6.5705e-02,\n", + " 1.0950e-01, -1.7611e-01, -7.0539e-02, -1.7197e-01, -1.0761e-01,\n", + " 6.4050e-03, -3.4898e-01, -8.8903e-02, 7.7862e-02, 5.3062e-02,\n", + " -1.2054e-01, 5.5860e-02, -9.5683e-02, 8.8151e-02, -5.5596e-02,\n", + " -1.0295e-02, -1.0288e-01, -2.8387e-03, 1.1371e-02, -7.9308e-02,\n", + " -1.2272e-01, -1.3956e-01, -3.4266e-02, -1.7620e-01, -2.7926e-01,\n", + " 2.8323e-02, 1.7076e-01, -1.0466e-01, -2.1172e-02, -6.9358e-02,\n", + " -1.4097e-02, 1.6239e-01, 2.1466e-02, -1.7813e-01, -9.3061e-02,\n", + " -2.5623e-02, -1.1394e-01, 2.8787e-02, -1.6209e-02, -4.7511e-02,\n", + " -1.4398e-02, -1.4870e-02, -8.2321e-02, -7.8860e-04, 4.8956e-02,\n", + " -3.0010e-02, 8.6538e-02, -6.4840e-02, -1.7205e-01, -4.1212e-02,\n", + " 1.9081e-01, -6.0681e-02, -9.5607e-03, -1.3612e-02, 2.2754e-02,\n", + " -1.2482e-01, -4.8257e-02, -2.5563e-03, -5.4207e-02, -8.7969e-02,\n", + " 2.5370e-01, -8.3992e-02, 2.2473e-02, -2.8809e-01, 4.6314e-02,\n", + " -1.8008e-01, 1.9084e-01, 1.1078e-01, -2.0788e-01, 2.0804e-02,\n", + " -2.3081e-02, 4.3814e-03, -1.8993e-01, 9.6563e-03, 7.8980e-02,\n", + " -7.3118e-02, -1.6445e-01, -1.1687e-01, 3.1638e-02, 1.3645e-01,\n", + " -3.6535e-02, -8.1213e-02, 1.1619e-01, 3.2536e-02, -2.0412e-01,\n", + " 1.1926e-01, -5.3010e-02, -1.1263e-01, -3.1319e-04, -9.0229e-02,\n", + " -3.1579e-01, -2.0241e-01, 5.4120e-02, 2.7079e-01, 8.5984e-02,\n", + " -1.0727e-01, -8.8298e-02, 1.1348e-01, 5.0311e-02, -7.7398e-02,\n", + " -1.2515e-01, 1.1163e-02, 1.6500e-01, 3.9051e-02, -3.2798e-02,\n", + " -7.8474e-02, -6.2953e-02, -1.1776e-01, -3.1446e-02, -1.9581e-01,\n", + " -7.0297e-02, 3.3361e-02, -8.2373e-02, -5.6821e-02, -1.0619e-01,\n", + " -8.0503e-02, 6.5672e-02, 1.0622e-01, -1.5506e-03, -2.2421e-01,\n", + " 2.0279e-02, -2.0314e-02, 3.7313e-02, 6.9882e-02, -2.0116e-01,\n", + " -1.2390e-01, 1.7524e-01, 1.0243e-01, -1.4295e-01, -7.6353e-02,\n", + " -1.1770e-01, 4.1140e-01, -1.1487e-01, -5.4943e-02, 2.4503e-02,\n", + " -2.5039e-02, -9.9587e-03, 1.3072e-01, 4.5926e-02, 6.9544e-02,\n", + " -7.6750e-02, 9.1954e-03, 5.9608e-02, -3.2196e-02, 9.0296e-02,\n", + " 5.4665e-02, 4.9343e-03, -1.0184e-01, -3.1093e-02, 1.8238e-02,\n", + " 9.9516e-02, 5.0099e-02, 7.2726e-02, 7.4661e-02, 5.8317e-02,\n", + " 4.7681e-02, -2.1888e-01, -1.2824e-01, -9.2001e-03, -1.6924e-01,\n", + " -6.6007e-02, -1.3145e-01, 4.5609e-03, -1.6963e-02, -1.3881e-01,\n", + " 1.0726e-01, 2.6847e-02, 3.4012e-02, 4.9686e-02, -1.8051e-02,\n", + " 8.1117e-02, 7.6936e-02, -1.9907e-01, 6.5518e-02, 3.7947e-02,\n", + " 1.7338e-01, 1.2515e-01, 9.0665e-02, 1.9960e-01, -4.3784e-02,\n", + " 5.2904e-02, 2.0929e-02, -1.6854e-02, 1.5526e-01, 4.2797e-02,\n", + " -1.6666e-01, 8.8338e-02, 3.4787e-02, -1.3183e-01, 6.8483e-03,\n", + " -1.1000e-01, 2.1009e-03, 6.8067e-02, -8.9118e-02, 1.4793e-02,\n", + " -1.6388e-04, 1.5776e-01, 1.5675e-01, 6.6618e-02, -7.9542e-02,\n", + " -3.3404e-02, 7.5338e-02, -5.6420e-04, -3.5606e-02, -9.3587e-02,\n", + " 9.2658e-02, -9.2517e-02, 7.0557e-02, -5.0336e-02, 2.2185e-02,\n", + " -1.4681e-01, 8.1938e-02, 1.2301e-01, -9.9737e-04, 1.2787e-01,\n", + " 1.2926e-01, 7.8904e-03, -1.3817e-01, -1.2626e-01, 7.1758e-02,\n", + " 1.2637e-02, 1.4702e-01, 1.2193e-01, 5.9977e-02, -8.4220e-02,\n", + " -6.7759e-02, 9.1227e-03, 1.9597e-01, -4.7183e-02, -1.7960e-01,\n", + " -1.3921e-02, 1.3795e-01, 9.7247e-02, -1.0703e-01, -7.5525e-03,\n", + " -1.1469e-01, 7.2541e-02, 3.9003e-02, 6.0241e-02, -1.7668e-02,\n", + " 2.8879e-02, -1.7712e-01, 5.5653e-02, -9.0197e-02, 7.4972e-03,\n", + " 7.0543e-02, -7.4826e-02, -1.9866e-01, 1.0185e-02, 1.5340e-01,\n", + " 1.0733e-01, 9.5544e-02, 2.8146e-02, 5.1150e-02, 7.7695e-02,\n", + " -1.9368e-03, -2.9277e-02, 2.9241e-02, 7.2927e-04, -6.6681e-02,\n", + " 9.3101e-02, -4.8289e-02, 2.2985e-03, -5.3752e-02, 4.0573e-02,\n", + " -5.7318e-02, -8.1010e-03, -6.3683e-02, -7.2191e-02, 9.4628e-02,\n", + " -5.2318e-02, -1.1188e-02, -1.4373e-01, -1.0095e-01, 9.2550e-02,\n", + " 1.4976e-02, 1.3774e-01, 3.3899e-02, 1.1200e-01, 2.6986e-01,\n", + " 3.4651e-03, -7.7195e-03, 5.8274e-02, -2.8220e-02, -2.8953e-02,\n", + " -1.3285e-02, -6.1327e-02, -8.6871e-02, -8.7978e-02, 2.3760e-02,\n", + " 3.0763e-02, 4.1973e-02, -5.4904e-02, 4.5272e-02, 6.6180e-02,\n", + " -6.3239e-02, -1.8968e-01, -2.3140e-02, 1.1470e-01, -2.4152e-01,\n", + " -1.0144e-02, -1.4280e-01, 1.4466e-01, 1.6719e-02, 3.3186e-02,\n", + " 6.6674e-02, 7.5298e-02, -3.1020e-02, -2.2641e-01, -1.7237e-01,\n", + " 1.4496e-01, -3.4159e-02, 1.8037e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0930, -0.1586, -0.1063, ..., -0.1438, -0.1664, -0.1834],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.2544e-02, 5.6817e-02, 3.7204e-02, 1.9364e-02, 9.1342e-02,\n", + " 3.2675e-02, 6.5880e-02, 1.3847e-01, -1.6407e-02, 8.2323e-03,\n", + " 6.2065e-02, 6.6677e-02, -6.7561e-02, 2.7021e-02, -1.3584e-02,\n", + " 3.0395e-02, 1.2204e-01, 4.7592e-02, -4.5394e-02, 1.0054e-02,\n", + " -2.1547e-02, -1.1285e-02, 4.0456e-02, -4.1223e-03, 2.9743e-02,\n", + " 1.0183e-01, -7.5752e-02, 3.5286e-02, -1.3756e-01, 9.9846e-02,\n", + " 4.0816e-02, -5.7017e-02, 4.2638e-02, -5.7830e-02, 4.6456e-03,\n", + " 3.8609e-02, -5.2873e-02, -1.5381e-02, -7.0085e-02, -7.2426e-02,\n", + " -2.7319e-02, -3.9864e-02, -2.5672e-02, 3.4128e-02, -2.9014e-02,\n", + " 9.5919e-03, 3.5674e-02, 1.4043e-01, -2.4713e-02, -6.0852e-02,\n", + " 1.9859e-02, -4.0350e-02, 7.4133e-02, -1.3085e-01, 2.1301e-02,\n", + " 1.4058e-01, 6.9339e-02, -1.7016e-01, -9.0291e-03, -6.6102e-02,\n", + " 4.7060e-02, 1.3335e-01, -1.1467e-01, 6.7169e-02, 2.0177e-02,\n", + " 4.4230e-02, -1.9409e-02, -1.4609e-02, -6.1882e-02, -2.3383e-02,\n", + " -4.8315e-02, 1.1747e-02, 6.0563e-03, -3.2072e-03, 2.4005e-02,\n", + " -2.4157e-03, 3.4787e-02, -5.9102e-02, -2.6247e-02, 3.9295e-02,\n", + " 8.2967e-02, 1.3392e-02, 3.9425e-02, 6.8036e-02, 5.2766e-02,\n", + " -1.0491e-01, 7.4572e-02, 2.7015e-02, -9.0749e-02, 8.3239e-02,\n", + " -9.9134e-02, -1.0054e-01, 1.5462e-01, -1.0747e-01, 7.9171e-02,\n", + " -1.1430e-01, 2.0448e-01, 7.7033e-03, 8.0450e-03, -3.4731e-02,\n", + " 9.0649e-03, -5.6462e-02, 1.0705e-01, -6.8804e-02, 4.6729e-02,\n", + " 5.1844e-02, 6.3267e-02, -5.9450e-02, -9.7959e-02, -8.4143e-02,\n", + " -9.5573e-02, 2.6785e-02, -1.1268e-01, 2.1350e-02, -2.4357e-02,\n", + " 7.6655e-02, 2.3224e-02, -5.4067e-03, -6.6708e-02, 1.0006e-02,\n", + " -3.2461e-02, 1.9154e-02, 1.1577e-02, 3.2083e-02, 1.2289e-01,\n", + " -1.2658e-01, -1.5112e-02, 5.1694e-02, -3.7401e-02, -4.6215e-03,\n", + " 2.7769e-02, -1.0618e-02, -8.7438e-02, 2.3426e-02, -3.3991e-03,\n", + " -8.4568e-03, 3.8350e-02, 7.5604e-02, 5.0480e-02, -8.9761e-02,\n", + " -2.6782e-02, 9.9710e-02, 3.0182e-02, 3.9131e-03, -8.4853e-03,\n", + " 4.5492e-02, 1.3815e-02, 6.8432e-03, -1.2965e-01, 6.9543e-02,\n", + " -2.0106e-02, 5.0416e-02, -8.8329e-02, -2.3794e-02, -9.1684e-02,\n", + " -4.1710e-02, 6.6093e-02, 4.3864e-02, -3.9052e-02, -2.2976e-02,\n", + " -3.9221e-03, -1.8546e-02, -4.0363e-05, -6.3819e-02, -9.4555e-02,\n", + " 8.3685e-02, 8.9160e-02, -8.4937e-03, -1.0615e-01, -5.6247e-02,\n", + " 4.3692e-02, 2.3189e-02, -4.6520e-02, -3.5978e-02, 1.4372e-02,\n", + " 1.4121e-01, 8.0666e-03, -4.3369e-03, -4.2203e-02, -7.4333e-02,\n", + " -4.2663e-02, 4.6565e-02, -8.1765e-02, 2.3760e-02, 4.6459e-03,\n", + " -9.3088e-02, -1.9938e-02, 1.1160e-03, -1.3506e-02, -4.7692e-02,\n", + " -3.0792e-02, -1.4656e-02, 4.8974e-02, -6.9759e-02, 8.1377e-02,\n", + " -1.6209e-02, 7.0576e-02, 1.4895e-01, 1.2378e-02, 5.3108e-02,\n", + " -1.0627e-01, -9.4754e-02, 5.9448e-02, -9.8340e-02, -3.6880e-02,\n", + " -1.3571e-02, 3.4467e-02, -2.2740e-03, 4.3932e-02, 1.1491e-02,\n", + " -4.8052e-03, 2.3152e-05, 5.7070e-02, 1.0821e-01, -4.0648e-02,\n", + " 4.8138e-02, -5.4059e-02, -1.6098e-02, 2.4344e-01, -4.4878e-02,\n", + " 9.1523e-02, 1.1393e-01, -2.9625e-04, -4.0298e-02, -3.0650e-02,\n", + " 1.1411e-01, -9.5676e-02, 2.2739e-02, 9.6847e-02, 3.2360e-02,\n", + " -1.0303e-01, 6.1588e-02, 6.5167e-02, -9.4439e-03, -5.0424e-02,\n", + " 6.9330e-03, -3.8257e-02, 5.5862e-02, -4.0036e-02, -7.9758e-02,\n", + " 8.8688e-02, -8.7189e-02, -5.1602e-02, 1.1264e-01, 1.0116e-01,\n", + " 7.7208e-02, -1.6457e-02, -6.0034e-02, -5.8943e-02, 2.1680e-02,\n", + " -1.1666e-01, 2.1685e-03, 2.7064e-02, 6.1199e-02, 6.8233e-02,\n", + " -7.3535e-02, 4.8461e-02, -4.4123e-02, -3.3375e-03, -2.9521e-02,\n", + " 3.8175e-02, -3.3295e-02, -2.1666e-02, 6.3270e-02, -1.7775e-02,\n", + " -1.4034e-01, -4.5999e-02, -4.3679e-02, 5.0029e-02, -5.3373e-02,\n", + " -1.2027e-02, 6.1547e-02, -6.8495e-02, 7.7777e-02, 6.9603e-02,\n", + " -1.7344e-01, -1.7418e-02, 2.2621e-02, 8.9350e-02, -8.4139e-02,\n", + " 4.6954e-02, 4.1104e-02, -8.0503e-02, 5.4188e-02, -1.4641e-02,\n", + " 1.3365e-02, 4.5800e-02, 2.3375e-02, -5.2463e-02, -2.3985e-03,\n", + " -6.6481e-02, -3.5017e-02, -8.0917e-02, -7.7162e-02, 3.1328e-02,\n", + " 1.8796e-02, 1.5080e-01, 5.6170e-02, 5.8742e-02, 3.2823e-03,\n", + " 7.1527e-02, 7.6941e-02, 3.6495e-02, 7.9674e-02, 7.6101e-02,\n", + " -8.1014e-02, -1.5293e-02, 3.1313e-02, -5.1907e-01, -4.5097e-02,\n", + " -6.0271e-02, -6.0700e-02, 2.4623e-02, 7.0871e-02, -1.1377e-02,\n", + " 8.0395e-02, -3.0170e-02, -4.7170e-02, -2.3999e-02, 1.2969e-01,\n", + " -3.6875e-02, 6.8095e-02, -2.0271e-02, -1.3562e-01, 1.7620e-02,\n", + " -1.1701e-01, 5.6245e-02, 1.2074e-01, -3.8575e-02, -8.8433e-03,\n", + " 7.2107e-02, -6.6864e-02, -7.3793e-02, 1.4921e-01, -2.3480e-02,\n", + " -1.3064e-02, -1.0266e-01, -4.2625e-02, -7.0491e-02, -1.2217e-02,\n", + " 8.9819e-02, 6.1641e-02, 5.4562e-03, 7.8268e-02, -2.4393e-02,\n", + " -1.1474e-01, 6.5307e-02, -5.5856e-02, 3.2145e-02, -2.5030e-03,\n", + " -6.1180e-02, -1.0853e-01, -2.8987e-03, -1.4290e-01, 9.7155e-02,\n", + " -4.6189e-03, -2.3300e-02, -2.2915e-02, 2.2088e-02, 9.2248e-02,\n", + " 7.2799e-02, -2.9247e-02, 1.1473e-01, 4.0883e-02, 1.1421e-01,\n", + " 3.8988e-02, -1.2531e-01, 1.6792e-03, -7.9815e-03, -3.4973e-02,\n", + " -3.2028e-02, 1.9556e-02, -3.6990e-02, -4.6339e-02, -6.7080e-02,\n", + " -2.3051e-02, -1.2148e-02, -9.6852e-02, -8.2690e-02, 5.5001e-02,\n", + " 5.8214e-03, -5.5033e-01, -3.7869e-02, -1.1841e-01, 1.0324e-02,\n", + " -2.5863e-02, -6.8766e-02, 4.8433e-02, -2.6156e-02, -7.4403e-02,\n", + " 7.9397e-03, -3.5228e-02, -1.2269e-03, -8.2261e-02, 6.8233e-02,\n", + " -1.0715e-03, -7.7529e-02, -7.0584e-02, -4.6056e-02, -2.9065e-02,\n", + " -8.6351e-02, -3.8650e-02, -4.2292e-02, 7.5101e-03, -9.2138e-02,\n", + " -3.8444e-02, -2.7626e-02, -3.7021e-02, -2.7989e-02, 1.7566e-03,\n", + " -4.1745e-02, 7.9009e-03, 2.6998e-02, 6.2970e-02, -8.6371e-02,\n", + " 5.7356e-02, -9.5336e-02, -8.9536e-02, 4.5160e-02, 2.6591e-02,\n", + " 6.7018e-02, -2.2639e-01, 8.1385e-03, -7.6415e-03, -6.4598e-02,\n", + " 5.1353e-03, -8.3249e-03, -1.9122e-02, -2.1627e-02, 5.9331e-02,\n", + " -4.1171e-03, -4.3423e-02, 2.0023e-02, 3.0131e-02, -1.2384e-01,\n", + " 3.3949e-02, -3.0563e-03, -9.5711e-02, 1.8878e-02, -2.5619e-02,\n", + " -2.3866e-02, 1.6302e-02, 8.7193e-03, 8.9052e-03, -9.5401e-04,\n", + " -5.6591e-02, 5.6655e-02, 9.5241e-03, -4.3609e-02, -3.7869e-02,\n", + " 8.2998e-04, -4.8383e-03, 1.8090e-02, 6.3112e-03, 4.2111e-02,\n", + " 1.4497e-01, 6.5545e-02, 4.9475e-02, -4.6175e-02, -6.1426e-02,\n", + " 3.4534e-02, -5.5321e-02, -4.4363e-02, -1.6927e-02, 1.3033e-01,\n", + " 3.0333e-02, 5.6346e-02, -7.9621e-02, -4.0134e-02, 5.2309e-02,\n", + " -9.2470e-03, -3.3068e-02, 5.4537e-02, -3.7662e-02, 4.1894e-02,\n", + " -7.3469e-02, -7.2490e-03, 1.9599e-02, -7.6068e-02, -1.2602e-01,\n", + " 4.8756e-02, -1.3645e-03, -7.8661e-02, -1.7227e-01, -8.5894e-02,\n", + " -5.5935e-02, 9.0466e-02, 8.0080e-02, -7.0740e-02, 1.1140e-02,\n", + " -2.0970e-02, 2.1583e-02, -4.9265e-02, 8.5065e-02, 5.7874e-03,\n", + " -4.5332e-02, 1.6279e-02, -7.0001e-03, 5.0941e-02, 4.0125e-02,\n", + " 3.2666e-02, 5.0612e-03, -8.6874e-02, -2.4811e-02, 4.0816e-02,\n", + " 1.0425e-01, 6.3627e-02, -1.5360e-02, -8.8921e-02, 3.0089e-04,\n", + " -3.6022e-02, -7.6921e-02, 6.7074e-03, -4.6466e-03, 6.7263e-02,\n", + " 1.6610e-01, -6.3302e-02, -4.6526e-03, 6.3816e-02, 7.4654e-02,\n", + " -2.6275e-02, 1.1368e-02, 4.8783e-02, 4.8637e-02, -6.0188e-02,\n", + " 4.8186e-02, -7.4656e-02, -5.7696e-02, 8.7806e-03, 1.4224e-01,\n", + " 1.0934e-01, 1.6218e-02, -7.1475e-02, -3.4238e-02, 3.1544e-02,\n", + " -1.0248e-01, -1.4596e-02, 2.7661e-02, 3.3668e-02, -1.0898e-01,\n", + " 6.0109e-02, -4.6495e-02, 1.1412e-02, -1.2427e-02, 9.5275e-03,\n", + " 4.6985e-02, -4.0084e-02, 7.9279e-02, 3.5121e-02, 6.7332e-02,\n", + " -4.3213e-02, 3.5287e-02, 5.9591e-02, 1.1888e-02, -5.4324e-02,\n", + " -2.6193e-02, -8.9887e-02, 3.9822e-02, -1.6125e-02, -6.7019e-02,\n", + " -4.7905e-02, 2.9515e-02, -3.4412e-03, -2.5717e-02, -5.8606e-02,\n", + " 6.4155e-02, 2.2732e-02, 1.9916e-02, 1.2516e-02, -2.9456e-02,\n", + " -2.7244e-02, 3.4631e-02, 1.8101e-02, 6.1222e-02, -7.2865e-02,\n", + " -2.2831e-03, 5.5052e-02, -1.8558e-01, -1.4144e-02, 3.3238e-02,\n", + " -1.1686e-01, 8.4221e-02, 1.2431e-01, -4.4451e-02, 1.7096e-02,\n", + " -2.6241e-02, 1.6177e-01, 5.0047e-02, -3.3098e-02, 1.1551e-02,\n", + " 4.5538e-02, -9.3054e-02, 1.8281e-02, 4.9398e-02, 2.7666e-02,\n", + " -8.7666e-02, -2.5564e-02, 7.3716e-02, -1.2737e-02, 3.4324e-02,\n", + " 7.6191e-02, 6.5218e-02, -2.2531e-02, 3.1032e-02, 6.4065e-02,\n", + " 1.8693e-02, 2.4132e-02, -1.7133e-02, -2.6653e-02, 4.6629e-02,\n", + " 4.0507e-03, -1.3375e-02, 4.2953e-02, -9.5762e-03, -1.1711e-01,\n", + " 2.5943e-02, -3.9893e-02, 2.1431e-02, 3.7443e-02, -3.3188e-02,\n", + " 9.2722e-02, 7.6100e-02, -2.2879e-02, 5.4379e-02, -7.1734e-02,\n", + " 6.8183e-02, 7.7931e-02, -9.8835e-02, -9.6170e-02, -5.5112e-02,\n", + " 7.4807e-02, 4.3049e-02, 3.9609e-02, 9.2974e-02, -8.2168e-02,\n", + " -4.9999e-02, -1.4871e-02, 3.1284e-02, 2.0841e-02, -7.2395e-02,\n", + " -8.4716e-02, 5.9776e-02, -1.9951e-02, -7.2559e-02, 4.0325e-03,\n", + " -3.0500e-03, 3.2379e-02, 1.0089e-01, 1.5192e-02, 1.2465e-01,\n", + " 5.1645e-02, -1.4799e-02, 3.6625e-02, 6.4302e-02, -8.9043e-02,\n", + " -5.8058e-02, 5.6297e-02, -5.0696e-02, 9.9756e-03, -4.4567e-02,\n", + " 4.0293e-02, -2.9394e-02, 2.3886e-02, -3.0619e-02, -1.5587e-02,\n", + " -9.9104e-03, 5.5242e-02, 2.0337e-01, 5.0747e-02, 1.3689e-02,\n", + " 1.0028e-01, 9.9823e-03, -1.7688e-02, 3.3145e-02, 6.3340e-02,\n", + " -1.9347e-02, 6.9764e-02, -1.9037e-02, -7.9368e-03, 1.2824e-02,\n", + " -3.2686e-02, -3.6289e-02, 1.1228e-01, 7.2105e-03, 5.4941e-02,\n", + " 2.8039e-02, 3.6739e-02, 9.7780e-02, -1.5107e-02, -6.9768e-02,\n", + " -1.9910e-02, -6.5827e-02, 5.9197e-02, -1.3457e-02, 6.0836e-02,\n", + " 2.2396e-02, -1.0204e-01, 5.8928e-03, -1.1252e-01, -8.6280e-02,\n", + " 7.6683e-02, -7.4889e-02, 1.0437e-01, 5.2071e-02, 2.2317e-02,\n", + " 6.9638e-02, 3.9984e-02, -3.5737e-02, 1.1387e-01, 3.8984e-02,\n", + " 3.7591e-02, 8.6846e-02, 1.1663e-01, 5.4582e-02, -5.7054e-02,\n", + " 4.6936e-03, 2.0788e-02, -6.7385e-03, 3.5726e-02, -2.1339e-02,\n", + " -9.2526e-02, -1.6031e-02, -5.8040e-02, -2.8340e-02, 1.1060e-01,\n", + " -1.7007e-02, 3.1471e-02, -9.7770e-02, -1.2477e-02, 6.4481e-02,\n", + " 1.0773e-01, 4.6812e-02, 3.6445e-02, -7.0640e-03, 1.8942e-01,\n", + " -1.8769e-01, 7.4688e-03, 1.6733e-01, 5.4639e-03, 5.4661e-02,\n", + " -1.0573e-03, 1.0984e-02, -1.2574e-03, 5.7423e-02, -8.6233e-02,\n", + " 4.9798e-02, -1.9263e-02, -6.3470e-02, 1.2977e-01, -2.5561e-02,\n", + " -4.5092e-02, 1.5575e-02, -7.3584e-02, 9.3936e-02, -1.4514e-01,\n", + " 2.1036e-02, -1.1701e-01, 2.9094e-02, 1.4522e-01, -1.3164e-01,\n", + " -7.4126e-02, 8.2227e-02, -5.8983e-02, 3.0818e-02, -6.5273e-02,\n", + " 3.1150e-02, -5.5271e-03, 5.2680e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8674, 0.8657, 0.8152, 0.8230, 0.8306, 0.8529, 0.8339, 0.8639, 0.8716,\n", + " 0.8443, 0.8240, 0.8223, 0.8077, 0.7978, 0.8754, 0.8136, 0.8119, 0.8311,\n", + " 0.8552, 0.8434, 0.8588, 0.8129, 0.8532, 0.8227, 0.8276, 0.8170, 0.7878,\n", + " 0.8443, 0.7901, 0.8476, 0.8661, 0.8209, 0.8231, 0.8484, 0.8709, 0.8646,\n", + " 0.8452, 0.8612, 0.8214, 0.7955, 0.8725, 0.8424, 0.8613, 0.8339, 0.8703,\n", + " 0.8313, 0.8546, 0.8885, 0.8807, 0.8609, 0.8526, 0.8554, 0.8141, 0.7768,\n", + " 0.7984, 0.8096, 0.8483, 0.7708, 0.8774, 0.8101, 0.8535, 0.8168, 0.7408,\n", + " 0.8179, 0.8547, 0.8272, 0.8457, 0.8366, 0.8339, 0.8396, 0.8686, 0.8604,\n", + " 0.8533, 0.8030, 0.8597, 0.7781, 0.8447, 0.7554, 0.8051, 0.8204, 0.8792,\n", + " 0.8866, 0.8493, 0.8423, 0.7918, 0.8224, 0.8283, 0.8577, 0.8585, 0.8594,\n", + " 0.8178, 0.8404, 0.5863, 0.8197, 0.8061, 0.8181, 0.7374, 0.8033, 0.8645,\n", + " 0.8645, 0.8743, 0.8730, 0.8526, 0.8295, 0.8237, 0.7393, 0.8393, 0.8601,\n", + " 0.8277, 0.8112, 0.8216, 0.8461, 0.8095, 0.8346, 0.8622, 0.8302, 0.8454,\n", + " 0.8733, 0.8572, 0.8041, 0.8251, 0.7852, 0.8271, 0.8307, 0.7495, 0.7904,\n", + " 0.8316, 0.7766, 0.8430, 0.8269, 0.8847, 0.8272, 0.7552, 0.8164, 0.8474,\n", + " 0.8623, 0.8470, 0.8032, 0.8418, 0.7735, 0.8649, 0.8609, 0.8570, 0.8671,\n", + " 0.8227, 0.6716, 0.8633, 0.8232, 0.8210, 0.7913, 0.8429, 0.8190, 0.7623,\n", + " 0.8550, 0.8679, 0.8278, 0.8550, 0.8129, 0.8588, 0.7591, 0.8480, 0.8712,\n", + " 0.8446, 0.8664, 0.8454, 0.8544, 0.8545, 0.8143, 0.7320, 0.8537, 0.8688,\n", + " 0.8421, 0.7921, 0.8430, 0.8623, 0.7666, 0.8117, 0.8319, 0.8106, 0.8320,\n", + " 0.8239, 0.8612, 0.8482, 0.8587, 0.8658, 0.8434, 0.8602, 0.8179, 0.8507,\n", + " 0.8402, 0.8759, 0.7997, 0.7991, 0.8380, 0.8296, 0.8449, 0.8783, 0.7909,\n", + " 0.8165, 0.8000, 0.8434, 0.8487, 0.7419, 0.8303, 0.8427, 0.8103, 0.8565,\n", + " 0.8099, 0.8502, 0.8147, 0.8235, 0.8747, 0.8139, 0.8232, 0.8591, 0.7794,\n", + " 0.7805, 0.8570, 0.7916, 0.8374, 0.8530, 0.8154, 0.8522, 0.8161, 0.8324,\n", + " 0.6877, 0.8006, 0.8216, 0.8697, 0.8452, 0.8123, 0.8715, 0.8296, 0.8672,\n", + " 0.8704, 0.8373, 0.8224, 0.8075, 0.8568, 0.7922, 0.8315, 0.8814, 0.8590,\n", + " 0.8309, 0.8318, 0.7833, 0.8204, 0.8175, 0.8017, 0.7534, 0.8319, 0.8029,\n", + " 0.8359, 0.8754, 0.8591, 0.8136, 0.7565, 0.8207, 0.8449, 0.8298, 0.8837,\n", + " 0.8587, 0.8922, 0.8564, 0.8362, 0.7635, 0.8549, 0.8251, 0.8540, 0.8695,\n", + " 0.8479, 0.8503, 0.8318, 0.8502, 0.8849, 0.8810, 0.7733, 0.8495, 0.8288,\n", + " 0.8406, 0.7666, 0.8563, 0.8717, 0.7908, 0.8420, 0.8305, 0.8399, 0.8603,\n", + " 0.8506, 0.8631, 0.7992, 0.8054, 0.8406, 0.8274, 0.8245, 0.7729, 0.7821,\n", + " 0.7891, 0.8383, 0.8423, 0.8618, 0.8344, 0.8597, 0.8549, 0.7896, 0.8470,\n", + " 0.8118, 0.8482, 0.7525, 0.8340, 0.8260, 0.7688, 0.8008, 0.8371, 0.8671,\n", + " 0.8303, 0.8641, 0.8564, 0.8251, 0.7501, 0.8275, 0.8081, 0.7835, 0.8270,\n", + " 0.8543, 0.8718, 0.8302, 0.8581, 0.8724, 0.8467, 0.8038, 0.7754, 0.8587,\n", + " 0.8512, 0.8394, 0.8449, 0.8375, 0.8640, 0.8584, 0.8466, 0.8094, 0.8994,\n", + " 0.8064, 0.8720, 0.8175, 0.7676, 0.8702, 0.8458, 0.8337, 0.8445, 0.8233,\n", + " 0.8853, 0.8640, 0.7894, 0.8630, 0.8524, 0.8283, 0.8194, 0.8441, 0.8239,\n", + " 0.8516, 0.8275, 0.8105, 0.8163, 0.8414, 0.8599, 0.7949, 0.8605, 0.8476,\n", + " 0.8175, 0.8510, 0.8464, 0.8782, 0.8451, 0.8381, 0.8573, 0.8554, 0.8495,\n", + " 0.8259, 0.8694, 0.8506, 0.3747, 0.8498, 0.8378, 0.8379, 0.8446, 0.8040,\n", + " 0.8613, 0.8558, 0.8582, 0.8059, 0.8287, 0.8308, 0.8103, 0.8676, 0.8892,\n", + " 0.8340, 0.7817, 0.8371, 0.8525, 0.8511, 0.7937, 0.7904, 0.8573, 0.7860,\n", + " 0.8099, 0.8591, 0.8408, 0.8226, 0.8633, 0.8343, 0.8322, 0.8530, 0.8805,\n", + " 0.8474, 0.8051, 0.8242, 0.8547, 0.8355, 0.7933, 0.8387, 0.7534, 0.8618,\n", + " 0.8247, 0.8325, 0.8285, 0.8451, 0.8163, 0.8362, 0.7565, 0.8588, 0.7983,\n", + " 0.8117, 0.7815, 0.8563, 0.8815, 0.8266, 0.8458, 0.8471, 0.8534, 0.8275,\n", + " 0.8676, 0.8038, 0.7566, 0.8555, 0.8442, 0.8268, 0.8452, 0.8388, 0.7940,\n", + " 0.8651, 0.8572, 0.8672, 0.8447, 0.8797, 0.8654, 0.8461, 0.8597, 0.8168,\n", + " 0.8319, 0.8416, 0.7461, 0.8808, 0.8524, 0.8465, 0.7976, 0.7980, 0.8237,\n", + " 0.8295, 0.8529, 0.8613, 0.8144, 0.8583, 0.8879, 0.8154, 0.8372, 0.8165,\n", + " 0.8494, 0.8304, 0.7952, 0.8515, 0.8151, 0.7587, 0.8403, 0.8232, 0.8434,\n", + " 0.8265, 0.8558, 0.8190, 0.8510, 0.8347, 0.8333, 0.8219, 0.8600, 0.8667,\n", + " 0.8395, 0.7904, 0.8157, 0.8558, 0.8248, 0.8132, 0.8460, 0.8326, 0.7925,\n", + " 0.8085, 0.8700, 0.8153, 0.8540, 0.8614, 0.8758, 0.7856, 0.8296, 0.8509,\n", + " 0.8780, 0.8362, 0.7664, 0.8676, 0.7725, 0.8394, 0.8427, 0.8535, 0.7693,\n", + " 0.8481, 0.8477, 0.8393, 0.8613, 0.8360, 0.8424, 0.8504, 0.7861, 0.8425,\n", + " 0.8077, 0.8874, 0.8479, 0.8502, 0.8131, 0.8483, 0.8486, 0.7966, 0.9152,\n", + " 0.8129, 0.7986, 0.8612, 0.8219, 0.8705, 0.7923, 0.8375, 0.8508, 0.7974,\n", + " 0.8298, 0.8654, 0.7911, 0.8266, 0.8531, 0.8562, 0.8569, 0.8529, 0.7973,\n", + " 0.8708, 0.8686, 0.8807, 0.8474, 0.8486, 0.8690, 0.8035, 0.8551, 0.8032,\n", + " 0.8582, 0.8523, 0.8722, 0.8528, 0.8678, 0.8524, 0.7662, 0.8069, 0.8301,\n", + " 0.8856, 0.7782, 0.8565, 0.8455, 0.8160, 0.8556, 0.8549, 0.8209, 0.8534,\n", + " 0.8673, 0.7460, 0.8800, 0.8341, 0.8761, 0.8702, 0.8733, 0.8725, 0.8541,\n", + " 0.8078, 0.8249, 0.8582, 0.8525, 0.8569, 0.8215, 0.8284, 0.8583, 0.8739,\n", + " 0.8528, 0.8584, 0.8158, 0.8666, 0.8231, 0.8241, 0.8571, 0.8700, 0.7922,\n", + " 0.8608, 0.7881, 0.7507, 0.8458, 0.8028, 0.8680, 0.8590, 0.8049, 0.7784,\n", + " 0.8517, 0.8800, 0.8531, 0.8445, 0.8520, 0.8496, 0.8222, 0.8449, 0.8551,\n", + " 0.8312, 0.7918, 0.8266, 0.7886, 0.8609, 0.8216, 0.8727, 0.8704, 0.7921,\n", + " 0.8700, 0.8165, 0.8041, 0.8589, 0.7948, 0.8608, 0.8369, 0.8329, 0.8621,\n", + " 0.8326, 0.8258, 0.8696, 0.8349, 0.8173, 0.8093, 0.7730, 0.8153, 0.8027,\n", + " 0.8658, 0.8484, 0.8369, 0.8377, 0.8613, 0.8449, 0.8591, 0.8599, 0.8251,\n", + " 0.8523, 0.8210, 0.8295, 0.8297, 0.7409, 0.8663, 0.8452, 0.7903, 0.8481,\n", + " 0.8413, 0.8104, 0.8317, 0.8711, 0.8500, 0.8691, 0.8541, 0.8082, 0.8472,\n", + " 0.8596, 0.8396, 0.7980, 0.8760, 0.8516, 0.8630, 0.8548, 0.8595, 0.8349,\n", + " 0.8644, 0.8609, 0.8402, 0.8346, 0.8142, 0.8281, 0.7804, 0.8760, 0.8463,\n", + " 0.8227, 0.8613, 0.8350, 0.8084, 0.8097, 0.8168, 0.8412, 0.8867, 0.8281,\n", + " 0.8564, 0.8209, 0.8406, 0.8209, 0.8479, 0.8427, 0.8607, 0.8807, 0.8474,\n", + " 0.7881, 0.8564, 0.8691, 0.8580, 0.8367, 0.8614, 0.8247, 0.8435, 0.8421,\n", + " 0.8362, 0.8468, 0.8361, 0.8730, 0.9125, 0.7578, 0.8408, 0.8565, 0.8036,\n", + " 0.8725, 0.8054, 0.8608, 0.8317, 0.8728, 0.8415, 0.8296, 0.8444, 0.8336,\n", + " 0.8450, 0.8428, 0.8662, 0.8719, 0.8554, 0.8363, 0.8442, 0.8297, 0.8127,\n", + " 0.8025, 0.8490, 0.8498, 0.8137, 0.8432, 0.8331, 0.8522, 0.8312, 0.8438,\n", + " 0.8001, 0.8290, 0.8655], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.1713e-02, -3.2094e-02, -8.6460e-02, 3.7603e-02, -1.3841e-01,\n", + " -2.1814e-02, -9.9134e-02, -8.6274e-02, 1.5932e-03, -1.3814e-02,\n", + " -5.1382e-03, -3.0256e-02, 5.0765e-03, -1.0089e-01, -3.7572e-02,\n", + " -9.4554e-02, -8.8116e-02, -6.7744e-02, -1.3397e-02, -9.7374e-02,\n", + " -1.4343e-01, 1.9257e-02, -1.0515e-01, -1.6315e-01, -3.9220e-02,\n", + " -1.4828e-01, -8.3666e-02, 9.2629e-03, 6.3644e-02, -7.6766e-02,\n", + " -5.3332e-02, -3.0371e-02, -1.1594e-01, 7.3442e-02, -9.5131e-02,\n", + " -4.1702e-03, 3.3848e-02, -4.8474e-02, -1.2355e-01, 1.5333e-01,\n", + " -1.7673e-02, 5.7004e-02, -4.3517e-02, -3.2900e-02, -3.4837e-02,\n", + " -5.8695e-03, -1.6058e-02, -5.9118e-03, -2.4456e-02, 2.5875e-02,\n", + " 5.4317e-02, 6.5860e-03, -1.6350e-01, 3.9801e-02, -9.1907e-02,\n", + " -6.9166e-02, -7.7503e-02, 5.1449e-02, 1.7075e-02, -7.9257e-03,\n", + " 9.9297e-03, -9.8996e-02, -1.1037e-02, -3.0474e-02, -2.9058e-02,\n", + " -1.1638e-01, -1.6238e-02, -3.8018e-02, -2.5555e-02, 3.5732e-02,\n", + " 4.6073e-02, -9.0614e-02, 1.2497e-03, -1.7167e-02, -8.4460e-02,\n", + " -5.1186e-02, -6.5019e-03, -2.7047e-02, -8.3513e-02, -8.0272e-02,\n", + " -2.9322e-02, -6.4086e-02, -2.2243e-02, -7.6187e-02, -3.6619e-02,\n", + " 1.4691e-02, 1.6482e-03, -4.2842e-02, -1.9451e-02, -7.3226e-02,\n", + " -1.8889e-02, 4.4132e-02, -2.4550e-01, -5.9267e-02, -1.2392e-01,\n", + " 2.9678e-02, -1.1626e-01, 5.7071e-02, 1.0054e-02, -2.4589e-03,\n", + " -5.5054e-03, -3.7475e-02, -1.5173e-03, -6.1028e-03, -4.0779e-02,\n", + " -4.8645e-03, 1.7430e-02, -1.2742e-02, 6.0094e-02, -6.1112e-02,\n", + " 3.5650e-02, 4.5236e-04, 3.4306e-02, 4.1614e-02, -1.5417e-02,\n", + " -3.6207e-02, -6.8477e-02, -2.8815e-02, 3.9164e-02, -1.1380e-01,\n", + " 2.7428e-02, 2.5914e-02, -1.4783e-02, -7.8816e-02, -1.0450e-01,\n", + " 2.2856e-02, 2.6447e-02, -1.3940e-01, -1.8582e-02, -1.1796e-02,\n", + " -5.1360e-02, -1.2014e-01, 1.6893e-02, 3.5917e-02, -3.9196e-02,\n", + " 5.2148e-03, -8.1985e-02, -5.5533e-02, 8.3005e-02, -8.3650e-03,\n", + " 1.2964e-02, -5.3943e-02, -5.2047e-02, -7.6415e-02, -8.0936e-02,\n", + " 1.4973e-01, -3.9747e-03, -4.2378e-02, 4.2487e-02, -1.3446e-01,\n", + " -4.6743e-02, -9.2743e-02, 3.6083e-02, -5.8372e-02, -7.0972e-02,\n", + " -5.2488e-02, -7.4117e-02, -7.9393e-02, -6.2443e-02, 6.1688e-02,\n", + " -7.0269e-02, 1.9337e-02, -4.4662e-02, -9.3549e-02, -2.8903e-02,\n", + " -1.0124e-01, -7.1908e-02, -7.3113e-02, 1.2333e-01, -8.8124e-03,\n", + " -8.4983e-03, -4.2498e-02, -1.2183e-02, -1.0582e-01, -2.5920e-02,\n", + " -1.1906e-01, -8.4847e-02, -1.0354e-01, -1.0667e-01, -2.7671e-02,\n", + " -3.3286e-02, -8.2696e-02, 2.4899e-02, -1.0306e-01, -3.5396e-02,\n", + " 1.3258e-02, -1.5426e-01, -9.6510e-02, -1.2668e-01, -6.6671e-02,\n", + " -7.1065e-03, 8.6706e-02, -1.8147e-01, 5.0721e-03, -7.5076e-02,\n", + " -8.4770e-02, -5.9540e-03, -9.4991e-02, -3.6714e-02, 1.6385e-03,\n", + " 1.9781e-02, -6.3155e-02, -8.3023e-02, -6.2318e-02, 4.4197e-02,\n", + " -1.1762e-01, -6.6583e-02, -4.9264e-03, -4.9129e-02, -7.0907e-02,\n", + " 2.3871e-02, 6.3587e-03, -1.3064e-01, -7.3901e-02, -7.8396e-02,\n", + " -2.6756e-02, 3.8502e-02, -3.1373e-02, -5.0993e-02, -3.2467e-02,\n", + " -7.0174e-02, -1.3856e-01, 1.4504e-02, -3.7913e-02, 2.4400e-02,\n", + " -1.4439e-01, -8.7000e-02, -1.8781e-03, -6.3762e-02, 3.1353e-02,\n", + " -3.3743e-02, -3.6532e-03, -4.4338e-02, -5.4284e-02, -1.2272e-02,\n", + " -4.2292e-02, -4.1726e-02, 2.2379e-02, -7.6453e-02, 6.4980e-02,\n", + " -5.3418e-02, -5.6078e-02, -5.8460e-03, -6.6229e-02, -3.0085e-02,\n", + " -4.0553e-02, 2.6263e-02, -7.4665e-02, 6.8832e-02, 8.2867e-02,\n", + " -3.9942e-02, -2.0698e-01, -1.3036e-02, -2.2946e-02, -4.6219e-02,\n", + " 4.8032e-03, 9.3393e-02, -1.6261e-02, -5.1642e-02, -4.6618e-02,\n", + " -3.5134e-02, -1.6012e-02, -1.6761e-02, -5.4778e-02, -2.2342e-02,\n", + " 3.5790e-02, -3.8227e-02, -1.8649e-02, -6.6242e-02, 2.3126e-03,\n", + " -3.9965e-02, -3.7867e-02, 9.0542e-03, -6.2257e-02, 1.3359e-02,\n", + " -2.8074e-02, 1.5215e-02, 5.0341e-02, 1.0392e-02, 2.3788e-02,\n", + " -9.4309e-02, -3.6159e-02, -2.4630e-02, 3.7346e-02, 1.8067e-02,\n", + " -1.0619e-01, -9.7375e-02, -1.1488e-01, -7.6043e-02, -2.0594e-02,\n", + " -9.4342e-02, -5.2809e-03, 3.9558e-02, -1.4925e-02, -1.3752e-01,\n", + " -6.3680e-02, -6.5878e-02, -1.8663e-01, -5.5274e-02, -2.4583e-02,\n", + " -1.0947e-01, -7.7238e-02, 1.7852e-02, -1.1290e-01, -2.1690e-01,\n", + " 2.6890e-02, 6.8976e-03, 8.3894e-03, 7.8486e-01, -4.2197e-02,\n", + " 2.5885e-02, 5.3687e-02, -5.7352e-02, -2.2193e-02, -3.4703e-03,\n", + " -7.0497e-02, -8.3614e-02, -7.7478e-02, 3.4947e-02, -4.3261e-02,\n", + " 5.2866e-02, -9.6653e-02, -1.4863e-01, 7.0687e-02, -2.9605e-02,\n", + " -6.8757e-02, 1.4778e-02, 2.4834e-02, -2.5539e-02, 4.1840e-02,\n", + " -2.2133e-02, -8.3725e-02, -5.0377e-02, -1.1988e-01, 1.7157e-02,\n", + " -4.8240e-02, 1.6290e-02, -6.2791e-03, -1.7365e-02, 1.7870e-02,\n", + " -3.8809e-02, -1.0041e-01, -6.4106e-02, -4.3727e-02, -5.2670e-02,\n", + " -4.0963e-02, -5.5658e-02, 2.5213e-02, 1.0663e-02, 5.8118e-02,\n", + " 6.3089e-02, -4.1025e-02, -9.4629e-02, -4.0666e-02, -1.7103e-02,\n", + " 2.8350e-02, -7.6687e-02, -6.7120e-02, -1.7563e-02, -1.4950e-02,\n", + " -8.7644e-02, -4.9455e-02, -5.4876e-02, -5.1101e-02, -5.8982e-02,\n", + " -2.1392e-02, 9.3289e-03, -9.8018e-02, 2.7512e-02, -4.1245e-02,\n", + " -2.4363e-02, -1.3492e-02, -6.4829e-02, 2.3207e-02, -1.7548e-02,\n", + " -5.3096e-02, -5.7843e-02, 1.9381e-02, 1.1678e-02, -7.4205e-02,\n", + " -4.5949e-02, -3.3700e-01, -3.2609e-02, 3.6610e-02, -6.2244e-02,\n", + " 8.0665e-03, 8.4647e-02, -8.3345e-02, -1.2213e-02, 4.0949e-03,\n", + " -7.7381e-02, -9.8004e-02, -1.2740e-01, -3.0920e-02, -8.3628e-02,\n", + " -4.4295e-02, 6.9366e-02, 4.8936e-02, -7.8387e-02, 1.7642e-02,\n", + " -1.9090e-02, 1.8707e-02, -6.1002e-02, -5.3545e-02, -4.8619e-03,\n", + " 2.3577e-02, -5.6527e-02, -5.7671e-02, -1.3272e-01, 4.7522e-02,\n", + " -1.7893e-03, -6.4383e-02, -7.9390e-02, -2.0788e-02, 3.0355e-02,\n", + " -6.0561e-02, -2.1578e-02, -1.9471e-02, -4.6228e-02, -1.6956e-02,\n", + " 8.4920e-03, 3.8506e-02, -4.6223e-02, 2.9462e-03, 6.3956e-02,\n", + " -7.5629e-02, -5.7529e-02, 5.6776e-02, 6.0674e-02, -9.4913e-02,\n", + " -5.1406e-02, 4.3407e-02, 6.2222e-02, -9.7843e-02, 4.1430e-02,\n", + " -8.1829e-02, 8.1091e-02, -5.8048e-02, 5.9678e-03, 1.2243e-02,\n", + " -4.9292e-02, -7.3640e-02, -1.0125e-01, -1.5630e-02, -1.2466e-02,\n", + " -4.6664e-02, 1.0486e-01, -5.0693e-02, -1.3266e-02, 3.5604e-02,\n", + " -6.4141e-02, -2.3250e-02, -9.7357e-02, 9.3756e-03, -1.0903e-01,\n", + " -8.0942e-02, 2.5921e-02, -8.2526e-03, 5.8003e-02, 1.8726e-03,\n", + " -4.3275e-02, 7.2596e-02, -2.8683e-03, -9.4766e-02, -1.0365e-01,\n", + " 2.3042e-02, -5.3766e-02, -1.1084e-02, -7.2521e-02, -2.9314e-02,\n", + " -5.0043e-02, 1.9264e-02, -2.9034e-02, -4.2537e-02, -6.2312e-03,\n", + " -7.7829e-03, 3.2626e-02, -3.4724e-02, 4.8541e-02, 7.9498e-02,\n", + " -6.7164e-02, -1.0243e-01, -1.0465e-02, -4.4741e-02, 1.7488e-02,\n", + " -3.3911e-02, -9.9470e-02, -7.7054e-02, 4.9930e-02, 3.4940e-03,\n", + " -2.2749e-02, 5.2407e-03, -7.8683e-02, -3.0714e-02, -5.9429e-03,\n", + " -2.1312e-02, -2.7779e-02, -6.5988e-06, -2.2967e-02, -6.2026e-02,\n", + " -2.5264e-02, -6.1298e-02, -3.5501e-02, 2.8999e-02, -3.2531e-02,\n", + " -8.9775e-02, 1.6167e-02, -5.1811e-02, -4.0409e-02, -7.3527e-02,\n", + " 3.0326e-02, -1.7010e-02, -4.7243e-02, -7.2638e-03, -1.0760e-02,\n", + " -1.4436e-01, 2.8342e-02, -4.1953e-02, 1.2528e-01, -7.2778e-02,\n", + " 5.3141e-02, -1.4012e-01, -9.1663e-02, 6.1629e-02, -2.8132e-02,\n", + " -1.8276e-02, -5.4232e-02, 5.0434e-02, -6.2906e-02, -5.7433e-02,\n", + " 3.8484e-02, 1.6940e-02, -1.1133e-02, -4.1589e-02, -1.1445e-01,\n", + " -2.3421e-02, 4.8399e-03, -8.7405e-02, -6.1883e-02, 1.2142e-01,\n", + " -8.8994e-02, -6.7286e-03, 2.4680e-02, -4.4958e-02, 2.9250e-02,\n", + " 1.6069e-01, 7.3294e-02, -7.3249e-02, -1.6951e-01, -7.4949e-02,\n", + " 1.4607e-02, 1.7433e-02, -9.1817e-02, -8.1270e-02, -3.2152e-02,\n", + " 1.2009e-02, -3.2579e-02, -1.1202e-01, -8.5138e-02, -2.7000e-02,\n", + " 2.8664e-03, -1.3132e-02, -6.3981e-03, -7.5168e-02, 4.0724e-02,\n", + " -2.5405e-02, -5.3272e-02, 8.8366e-03, 6.3617e-04, 8.7482e-03,\n", + " 9.9915e-04, -8.3712e-02, -8.8934e-02, -3.5159e-02, 4.7726e-02,\n", + " -4.7192e-02, 9.0511e-03, -5.0460e-02, -9.7207e-02, 8.0749e-03,\n", + " 2.7167e-02, -1.1259e-01, -1.0161e-01, 1.7533e-02, 1.5956e-02,\n", + " 9.5856e-03, -2.3948e-01, -1.6462e-03, -2.7492e-02, -6.3424e-02,\n", + " -2.7188e-02, -3.0362e-02, -9.3089e-02, -7.0510e-02, -7.2834e-02,\n", + " -1.8374e-02, -4.5488e-02, -6.9306e-02, -5.2890e-02, -9.9052e-02,\n", + " -7.6799e-02, -4.5336e-02, -1.6421e-02, -5.0560e-02, -5.4939e-02,\n", + " -6.7741e-02, -7.6198e-02, -9.4252e-02, -8.7450e-02, -8.4054e-02,\n", + " -5.6596e-02, 4.7652e-02, 2.9686e-02, -3.3098e-02, 3.4231e-02,\n", + " -7.7127e-03, 3.5399e-02, -3.2647e-02, -6.4102e-02, 2.5271e-02,\n", + " -7.7020e-02, -4.8714e-02, -8.5500e-02, -4.1487e-02, -2.7622e-02,\n", + " -6.1148e-02, -8.2222e-02, 4.0708e-02, -7.0505e-02, -3.9561e-02,\n", + " -1.2734e-01, -8.4910e-02, -7.4994e-02, -1.5191e-01, -3.7791e-02,\n", + " -7.1780e-02, -5.5077e-02, -6.1531e-02, -1.0719e-01, -1.0700e-01,\n", + " 4.8825e-02, -7.3543e-02, -5.7661e-02, 9.0713e-03, -5.9801e-02,\n", + " 2.8040e-02, -6.7006e-02, -7.0639e-02, 1.6665e-02, -4.1714e-02,\n", + " -4.9103e-02, -1.1484e-01, -8.1878e-02, -7.0280e-02, -2.3094e-03,\n", + " -2.4314e-02, -8.7338e-02, -3.4778e-02, -1.2845e-02, -1.0155e-02,\n", + " -1.0939e-01, -6.7945e-03, -1.0917e-01, 2.7554e-03, -5.0998e-02,\n", + " 1.4166e-02, -1.0410e-01, -8.7967e-02, -5.6295e-02, -7.9147e-02,\n", + " -7.3920e-02, -5.5974e-02, 9.5680e-03, 1.7850e-02, -8.3033e-02,\n", + " -4.0753e-02, -1.4372e-01, -1.0969e-01, -1.2301e-01, -7.0907e-03,\n", + " -5.7548e-02, -5.3379e-02, -1.5343e-01, -2.0594e-02, 6.3256e-02,\n", + " -1.0234e-02, -1.0679e-01, -6.1653e-02, 1.8038e-02, -4.8162e-02,\n", + " 8.7942e-03, -5.6752e-02, -4.6526e-02, -5.9941e-02, -7.0073e-02,\n", + " -4.6122e-02, 3.8905e-02, -4.2929e-02, -3.7022e-02, -2.0935e-02,\n", + " -7.9253e-02, 1.3304e-02, 4.6669e-02, -4.2991e-02, -1.0442e-01,\n", + " -5.5670e-02, -9.2295e-02, -5.8991e-02, -7.8042e-02, -9.1627e-02,\n", + " -4.4641e-02, -2.5716e-02, -3.7712e-02, -7.4661e-02, -2.2881e-02,\n", + " -9.2942e-02, -7.1091e-03, -5.9368e-02, -1.9601e-02, -5.9841e-02,\n", + " 6.1467e-03, -1.6552e-02, -3.0592e-02, -3.2940e-02, -6.2187e-02,\n", + " -2.2366e-02, -3.1442e-03, 4.2404e-02, 1.7224e-02, -7.4473e-02,\n", + " -2.7473e-02, -1.2696e-01, -8.1286e-02, -1.2141e-01, -1.7467e-01,\n", + " -2.8674e-02, -4.1254e-02, -4.9567e-02, -7.5499e-03, -2.3850e-02,\n", + " -3.4653e-02, -1.1692e-02, -1.1076e-02, -1.0762e-02, -5.1491e-02,\n", + " -4.9739e-02, -3.8657e-02, 9.1260e-03, -7.1207e-02, -7.1895e-02,\n", + " -3.4494e-02, 7.3181e-02, -2.1009e-02, -8.5024e-02, 5.7971e-02,\n", + " -5.5912e-03, 5.4125e-02, -1.1318e-01, -3.5949e-02, -4.9000e-02,\n", + " -7.9480e-02, -8.1208e-02, -3.7881e-02, 8.8948e-02, 1.7617e-02,\n", + " -5.3576e-02, -2.5899e-02, -4.8242e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.0344e-03, -4.2398e-03, 3.1175e-01, 4.4946e-02, -1.2608e-02,\n", + " 2.5480e-02, -6.8391e-02, -3.8058e-02, -3.1741e-02, -6.2209e-02,\n", + " -2.3490e-03, -6.3845e-02, -3.5394e-02, 1.4025e-02, -1.1869e-02,\n", + " -9.4683e-02, 2.4896e-01, -3.4695e-02, -2.7428e-02, 2.6161e-01,\n", + " 4.0622e-02, -4.3653e-02, 2.7517e-02, -2.2705e-01, 1.3006e-02,\n", + " 4.1667e-02, 9.2562e-02, -1.0407e-01, -4.6175e-02, 3.2671e-04,\n", + " 1.6902e-01, 2.3472e-02, 4.2491e-02, 1.9409e-02, -2.5730e-04,\n", + " -7.8914e-03, -1.4705e-02, 2.0659e-01, 7.4843e-02, 5.3219e-02,\n", + " 1.2759e-02, -3.7008e-02, 6.3101e-02, 9.3308e-02, 9.0015e-02,\n", + " -4.3902e-02, 5.4204e-02, 5.3135e-02, -2.0297e-02, -6.5129e-02,\n", + " -1.8450e-02, -8.1710e-03, 1.7278e-02, -6.6292e-03, 4.9634e-02,\n", + " 2.2682e-02, 3.6308e-02, -9.9094e-03, -4.1367e-02, -1.8684e-02,\n", + " -2.0197e-02, 2.6502e-02, 2.7454e-02, -2.1583e-02, 2.8888e-02,\n", + " 1.0013e-01, -1.8378e-02, 4.4162e-02, -2.5279e-02, -2.9133e-02,\n", + " 9.0040e-02, -3.3210e-01, -1.9846e-01, 1.8637e-01, -1.8269e-02,\n", + " 2.0858e-02, -2.8511e-02, -1.6319e-01, -2.7427e-02, 2.6843e-02,\n", + " -7.9523e-02, -2.2748e-01, 3.0540e-01, -1.4942e-01, -3.8378e-01,\n", + " 3.9223e-01, 3.3045e-02, 1.2444e-01, 1.9955e-01, -4.9777e-02,\n", + " 1.5046e-01, 5.8878e-01, -8.2963e-02, -1.2482e-01, -2.0092e-01,\n", + " 1.9549e-01, 1.6916e-01, 4.9959e-02, 8.3383e-02, 3.0589e-02,\n", + " -1.0784e-01, 1.0799e-02, -2.3413e-02, -1.5837e-01, -1.9455e-02,\n", + " -2.5843e-02, -3.0026e-01, 1.8816e-01, 3.9168e-01, -8.7419e-02,\n", + " -4.1696e-02, -7.4750e-02, 5.2172e-03, 7.1425e-02, -1.1863e-01,\n", + " -1.2850e-01, 6.4824e-03, -1.0927e-01, 2.9627e-02, -1.1127e-01,\n", + " 1.3391e-01, -1.1815e-02, -2.7633e-01, -4.5154e-02, 1.9896e-01,\n", + " -1.3743e-01, -1.5007e-03, -1.5671e-01, -7.8738e-02, 7.7954e-02,\n", + " 4.9656e-02, 2.7593e-02, -4.2390e-02, -1.0147e-01, -4.4985e-02,\n", + " 1.6496e-01, -1.0116e-01, 1.2560e-01, 2.1155e-02, 4.1841e-02,\n", + " -5.7192e-02, -9.8276e-02, 2.2438e-02, 5.9464e-02, 1.4233e-02,\n", + " 1.1347e-02, 1.2970e-01, 4.6980e-02, 4.7967e-03, 4.4074e-02,\n", + " -5.7739e-02, 1.0185e-01, -4.5350e-02, 9.7524e-02, 1.2640e-01,\n", + " -1.3679e-01, 5.5453e-02, 4.2098e-03, -1.3510e-01, 1.1228e-01,\n", + " -5.4255e-02, 5.4600e-02, 5.0248e-02, 3.4882e-01, -4.9054e-01,\n", + " 6.5692e-02, -3.3791e-02, -3.2085e-02, 2.7396e-03, -9.8883e-02,\n", + " 4.8538e-02, 8.4370e-03, -1.3053e-02, 1.4197e-01, 7.0534e-02,\n", + " 1.0013e-01, -8.0960e-02, 1.7814e-03, 6.9472e-02, -2.1389e-02,\n", + " -1.3512e-01, 1.1077e-01, -5.8823e-01, 1.4026e-01, 2.4027e-01,\n", + " 7.5717e-02, 6.8473e-02, -7.4482e-02, -1.2100e-02, 4.6697e-02,\n", + " 1.4912e-02, -4.3988e-02, 4.3815e-02, 2.0940e-02, 9.4030e-02,\n", + " -3.0010e-02, -8.7634e-03, 1.4360e-01, 8.1180e-02, 8.9012e-03,\n", + " 1.6874e-01, 5.9655e-02, -3.0325e-01, 4.8444e-02, -8.3269e-02,\n", + " 8.9911e-02, -5.3805e-02, 1.0709e-01, 1.8732e-01, -4.7785e-02,\n", + " -3.0181e-01, 9.1231e-02, 9.8767e-03, 5.7252e-02, 9.5286e-02,\n", + " -8.8139e-02, -3.6864e-01, -2.4620e-02, -5.8345e-02, 1.4123e-01,\n", + " -1.3618e-01, -7.7788e-02, 1.6621e-01, -3.7835e-01, 2.2210e-04,\n", + " 1.3798e-01, -4.7446e-02, -2.8504e-01, 4.3919e-02, 3.6351e-01,\n", + " -1.2284e-02, -9.6134e-02, -1.1212e-01, -3.6439e-02, -2.6446e-02,\n", + " 9.5222e-02, 3.6424e-01, 4.1172e-02, -5.4707e-02, 4.6846e-01,\n", + " 4.9444e-02, -1.0523e-01, 5.5135e-02, -6.1802e-02, 1.8004e-02,\n", + " -8.7756e-03, 1.0501e-01, 9.6675e-03, 3.6402e-02, -3.4442e-02,\n", + " -1.8605e-01, 1.0403e-01, 2.7973e-02, -3.9274e-01, 1.0674e-01,\n", + " -4.5559e-02, -7.0942e-02, -1.3168e-02, -1.6868e-02, -6.5392e-02,\n", + " -9.8201e-02, 3.0069e-02, -1.2170e-01, 4.0233e-02, -1.1288e-01,\n", + " -9.5970e-02, 1.4653e-01, 1.2094e-01, -7.8321e-02, -1.1642e-01,\n", + " 3.7445e-02, -3.4396e-03, 1.5231e-01, -4.9365e-02, 9.6343e-02,\n", + " -9.7487e-03, 1.6600e-02, -5.9679e-03, 1.3253e-02, 1.8460e-01,\n", + " -4.3935e-04, -6.6535e-03, 1.3061e-01, -8.2603e-02, 3.1482e-02,\n", + " -1.5052e-01, -7.3269e-02, -7.7630e-02, 2.0032e-01, -6.8113e-02,\n", + " 2.0135e-01, -2.2430e-01, 5.9478e-02, 3.5527e-02, 3.6454e-02,\n", + " 2.0214e-01, -1.0178e-01, -2.8812e-01, 1.6576e-01, 2.1896e-02,\n", + " 1.1515e-01, -1.6162e-02, 1.7575e-01, -8.7371e-02, -1.1279e-01,\n", + " -9.4481e-02, -9.8899e-02, -1.7024e-01, 2.3294e-02, 2.4579e-01,\n", + " -4.1478e-02, -6.6487e-02, -5.8929e-03, -3.8308e-02, 7.3430e-03,\n", + " -3.3915e-03, 9.8579e-02, 1.5846e-02, 1.0142e-01, 7.9906e-02,\n", + " 8.9384e-02, -5.4607e-02, 1.9468e-02, 1.0430e-01, 1.0081e-02,\n", + " 1.6494e-01, 1.5404e-01, 1.0223e-01, -1.5572e-01, -1.1891e-01,\n", + " -1.3138e-02, 1.6603e-01, -1.6359e-01, -8.1754e-02, -6.8001e-02,\n", + " 8.9191e-04, -1.3813e-01, -3.5113e-01, 1.7787e-01, -3.3588e-03,\n", + " 8.2669e-02, -3.9347e-01, 7.6354e-02, -1.0889e-01, 8.4655e-03,\n", + " -3.2117e-01, 1.9080e-02, 2.9764e-02, 1.2912e-01, 1.9105e-02,\n", + " 2.5027e-03, 6.5550e-02, -1.4398e-01, -1.1112e-01, 3.6738e-02,\n", + " 1.6656e-01, 1.8648e-02, 3.6911e-02, 8.4195e-02, -7.6285e-02,\n", + " 2.1986e-02, -3.3302e-02, 4.4615e-02, 2.0029e-02, -2.1552e-01,\n", + " 3.3245e-03, 3.8734e-02, -1.1698e-01, -1.7888e-01, 1.1508e-02,\n", + " 4.7825e-02, -3.9031e-02, -7.0104e-02, 5.7405e-02, 6.8749e-02,\n", + " 1.7032e-01, 1.5311e-01, -1.1846e-01, 1.2634e-01, -1.2135e-01,\n", + " 1.4702e-01, 1.0598e-02, -2.9774e-01, -1.1573e-01, -7.5911e-02,\n", + " 1.0858e-02, -1.7016e-01, -2.2332e-01, -5.8154e-02, 1.5139e-01,\n", + " 6.0103e-02, -1.1360e-01, 1.6723e-01, -1.5786e-01, 1.6405e-01,\n", + " 4.3731e-01, 1.5015e-01, -7.2173e-02, 1.5718e-03, 1.9187e-01,\n", + " -5.2729e-03, -1.4000e-01, 1.0119e-02, 4.0756e-01, -1.3872e-01,\n", + " 2.2864e-01, -1.0831e-01, -3.0396e-01, -7.7677e-04, 1.5330e-01,\n", + " -3.1849e-01, 1.7552e-01, 3.3373e-02, -9.7368e-02, -6.8460e-02,\n", + " -1.0854e-01, -9.5055e-02, -4.2636e-02, -1.1253e-01, -1.1363e-01,\n", + " -5.3558e-02, 3.0383e-02, -1.7323e-01, -9.7021e-02, 5.5293e-02,\n", + " 1.1388e-02, -4.8492e-02, 1.6975e-01, -1.3774e-02, 1.5267e-01,\n", + " -2.7342e-01, 7.9662e-02, 1.2770e-02, 1.3336e-02, 7.3104e-02,\n", + " -6.2959e-02, 5.0767e-02, -8.6548e-01, -7.0580e-02, -3.0544e-02,\n", + " -1.3674e-01, 2.3632e-01, 1.0045e-01, 3.8381e-01, 2.0164e-01,\n", + " 4.0864e-02, 2.9710e-01, 4.0102e-01, -1.4144e-01, 1.7727e-01,\n", + " 1.5227e-01, -3.9067e-02, 1.0758e-01, 2.5882e-01, 7.3742e-02,\n", + " -6.2049e-02, 1.7077e-02, -6.5975e-02, -3.2255e-02, -8.0248e-02,\n", + " -6.4360e-01, 5.6105e-01, -5.6090e-01, -5.0183e-01, 1.0616e-01,\n", + " -1.4017e-02, 1.8946e-01, -5.8728e-02, -4.4175e-02, 6.6227e-02,\n", + " 3.8443e-02, -1.8440e-01, 2.4153e-02, 8.7749e-02, 1.3571e-02,\n", + " 1.5404e-03, -5.6027e-02, -1.5975e-05, 1.0255e-02, 1.3975e-02,\n", + " -9.5107e-02, -1.0358e-01, 5.7704e-02, -7.1368e-02, -6.8008e-02,\n", + " -3.3063e-01, -6.7029e-02, 3.2161e-02, -3.5585e-01, -3.1325e-02,\n", + " -6.7353e-02, 1.5994e-01, 8.3454e-02, 1.0197e-01, 3.1392e-02,\n", + " 1.1721e-01, -8.7491e-02, 4.2475e-03, 7.3003e-02, 5.2234e-02,\n", + " -9.0267e-02, 7.9493e-02, -1.5494e-01, -7.3076e-02, -1.6707e-01,\n", + " -3.6296e-02, -2.3012e-02, -7.8092e-02, 8.5288e-02, -1.3917e-01,\n", + " -5.1840e-02, -8.3003e-02, -3.6234e-02, 7.7590e-02, -5.5768e-02,\n", + " -1.2555e-01, -1.0654e-01, 1.8801e-03, -5.2712e-03, 7.2401e-02,\n", + " 2.9289e-01, -2.8240e-02, -3.9482e-02, 3.8601e-02, 7.7289e-02,\n", + " 8.1472e-03, 4.9984e-02, 7.2541e-02, 2.2949e-03, -9.2159e-03,\n", + " -2.6565e-02, 4.4327e-02, 5.9522e-02, -1.1062e-01, 4.0185e-02,\n", + " -7.0782e-02, -1.0621e-01, 7.5696e-02, 1.0731e-01, 8.5046e-03,\n", + " 3.8030e-02, -4.2956e-01, -1.0965e-01, 2.0751e-02, 1.2945e-01,\n", + " -8.4143e-03, 2.4955e-02, -2.2414e-02, 1.5093e-01, -3.2010e-02,\n", + " -7.3717e-02, 5.3044e-01, 2.4893e-02, -2.8015e-02, -1.2057e-02,\n", + " -1.6126e-01, 2.4790e-02, -3.7458e-02, -1.9971e-02, 1.4656e-02,\n", + " 2.7992e-02, 1.0638e-01, -5.1580e-02, -7.0787e-02, -8.6371e-02,\n", + " -1.6031e-02, -2.7712e-01, 1.6285e-02, 2.9423e-02, 3.3276e-02,\n", + " -1.3331e-01, -2.0365e-01, 8.5726e-04, -3.8286e-02, 5.6032e-02,\n", + " 3.2239e-03, 3.4499e-02, 7.9769e-02, 2.9173e-02, -4.1423e-02,\n", + " -6.4837e-02, -3.1605e-02, 1.7351e-01, -8.3124e-02, 7.1482e-02,\n", + " 1.0630e-02, 3.3023e-02, -3.5187e-02, -7.8747e-02, 1.6848e-03,\n", + " 1.5232e-01, -7.6752e-02, 2.4899e-02, 1.1772e-01, 4.1588e-02,\n", + " 1.8310e-02, 1.1024e-01, 1.3586e-01, 6.1626e-02, 8.5200e-02,\n", + " 1.1159e-01, 5.1641e-02, -1.9650e-01, -5.5627e-03, 5.6112e-02,\n", + " 7.7286e-02, 2.0301e-02, -4.0192e-02, 1.2548e-01, 1.0892e-01,\n", + " -1.6444e-02, -4.9486e-03, -1.6851e-01, -3.0194e-02, 8.3073e-02,\n", + " -1.4664e-02, -1.2764e-01, -1.1076e-01, -2.6214e-03, 7.0356e-02,\n", + " -7.4427e-02, 9.2337e-03, -5.3792e-02, -1.9141e-02, -1.0120e-01,\n", + " 6.5070e-02, -4.1986e-01, 3.8080e-02, -3.9007e-01, -3.1332e-02,\n", + " -1.0761e-01, 2.4426e-03, -6.5739e-02, 4.6789e-02, 1.2566e-01,\n", + " 3.4145e-02, -2.6785e-02, -7.0861e-02, -1.7805e-01, -4.0216e-01,\n", + " -1.9014e-01, 7.2545e-02, 8.6352e-03, 3.3768e-02, 6.7063e-04,\n", + " 7.5670e-02, -5.9985e-02, -2.2839e-01, 1.3394e-02, 1.2529e-01,\n", + " -1.2915e-01, -5.5756e-01, -7.5335e-02, -1.8691e-01, 7.5830e-02,\n", + " -1.3613e-01, 1.4435e-02, 2.0889e-02, 4.4209e-02, -6.8448e-02,\n", + " -3.4690e-02, 1.1550e-01, -8.2318e-02, 5.1498e-02, 1.0258e-01,\n", + " -6.4632e-02, 3.7144e-02, -4.1526e-02, 7.1945e-02, -1.4475e-01,\n", + " -1.5135e-01, 5.5561e-02, -3.9268e-02, 9.6922e-02, -2.1901e-02,\n", + " 1.0892e-01, -9.7063e-03, 2.3056e-01, 5.2512e-01, -1.3067e-01,\n", + " -3.8040e-02, 9.8179e-02, -1.8464e-01, 2.6150e-01, 4.6265e-02,\n", + " -2.1391e-02, 3.2391e-02, 1.1834e-01, 7.6592e-02, -2.3337e-02,\n", + " -1.9048e-01, 2.0586e-02, 9.8368e-02, -1.1368e-01, 1.0379e-01,\n", + " 1.3537e-01, 6.6585e-02, 7.7806e-02, -1.0298e-01, -1.4967e-01,\n", + " 1.8832e-02, -8.4614e-02, 6.9778e-02, 2.9797e-02, -1.6091e-01,\n", + " 1.4318e-01, 4.2088e-02, -5.2853e-02, -9.7460e-02, -7.2033e-02,\n", + " -3.6848e-01, -1.8053e-01, 1.2468e-02, 5.2414e-02, 3.0030e-02,\n", + " -4.8204e-02, -7.6719e-04, -1.3919e-01, 3.3215e-02, -7.2813e-01,\n", + " -4.3775e-02, -1.6035e-01, -7.7160e-02, -6.0377e-02, -1.1416e-01,\n", + " 1.7517e-01, 9.9354e-02, 6.1159e-02, -1.9445e-03, 6.5540e-02,\n", + " -1.0517e-01, 5.5625e-02, 2.0540e-01, -8.7963e-03, 1.3146e-01,\n", + " 3.0042e-03, -3.4741e-02, -8.2757e-02, 1.6051e-01, 9.0587e-02,\n", + " 1.1716e-02, 2.5643e-01, 3.6646e-02, -5.5029e-02, -2.3379e-01,\n", + " 1.3101e-01, 3.8039e-02, 6.9373e-02, -1.1876e-02, -4.6775e-02,\n", + " 8.4284e-02, -1.4987e-01, 6.4543e-02, 7.2321e-02, -6.4469e-03,\n", + " 4.1654e-02, 8.1270e-02, -6.3358e-02, 4.9925e-02, 1.1665e-01,\n", + " 5.8781e-01, -4.6858e-02, -6.6578e-02, 4.3939e-02, 2.5502e-02,\n", + " -2.3163e-01, -2.0889e-02, -4.6545e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.4918e-04, 7.3108e-03, 8.9338e-04, 3.4565e-03, 4.3817e-04,\n", + " 1.1413e-02, -5.7966e-03, 6.7306e-03, -1.6050e-03, -1.8184e-03,\n", + " -6.4490e-04, -3.1762e-03, 1.2246e-02, 5.4879e-03, -3.4071e-03,\n", + " -2.3757e-03, 2.8850e-03, 1.2109e-03, 8.3737e-03, 1.7902e-02,\n", + " -5.0832e-03, 2.1022e-03, 5.7919e-04, -9.4561e-04, -2.0738e-03,\n", + " 3.1138e-03, 2.7713e-03, -1.0545e-02, 3.6913e-03, 2.5069e-03,\n", + " 1.2270e-02, 9.5845e-03, 1.3373e-02, -6.6457e-03, -2.3349e-04,\n", + " -2.8818e-03, -8.0132e-03, -5.5600e-03, -6.5718e-03, 7.2620e-03,\n", + " 8.0642e-04, -6.0015e-03, 4.2181e-03, -3.5354e-03, -1.6275e-03,\n", + " -1.8952e-02, 3.8825e-03, -8.6044e-03, -9.2193e-03, 1.3051e-03,\n", + " 6.1837e-04, -5.0110e-03, 2.4623e-03, -8.5141e-03, -5.9302e-03,\n", + " -2.4153e-03, -2.8804e-03, -2.6578e-03, 6.4015e-03, -2.9972e-03,\n", + " 2.0261e-02, -1.1896e-03, -1.8061e-03, 4.7188e-03, -2.4313e-03,\n", + " -1.3289e-02, -7.8695e-03, -2.0950e-03, 1.0562e-03, 3.7454e-03,\n", + " -3.4437e-03, -3.1649e-03, -3.5778e-03, 1.0837e-02, 5.6020e-03,\n", + " -9.0912e-04, 9.1390e-03, -1.1759e-02, -3.0465e-03, 7.7971e-03,\n", + " 8.1089e-04, -4.1565e-03, 1.0268e-02, -1.0842e-02, -2.7488e-03,\n", + " 7.5052e-03, -2.4581e-03, 7.1046e-03, 1.2977e-02, 3.9228e-03,\n", + " 2.7382e-04, 1.0859e-02, -7.1063e-03, 2.2019e-04, -5.4159e-03,\n", + " 3.2549e-03, 4.5978e-03, 1.5784e-03, -1.1932e-03, 1.5905e-03,\n", + " -5.4685e-03, -3.8178e-03, -1.8860e-03, -1.0937e-02, 2.2421e-03,\n", + " 1.0322e-03, 1.8830e-04, 7.0216e-03, 7.5898e-03, -7.6943e-04,\n", + " -5.4149e-03, -6.1861e-03, -1.7953e-03, -4.4982e-03, -4.3569e-03,\n", + " -9.8715e-03, -1.3267e-03, -2.4207e-03, -1.2565e-03, -3.2346e-03,\n", + " 5.3216e-04, -1.5347e-03, -1.1682e-02, 3.5978e-03, -2.8734e-03,\n", + " -9.2112e-04, -1.4051e-04, -5.9114e-03, 2.3067e-03, -1.7760e-03,\n", + " 1.3740e-02, -2.2920e-03, -5.3139e-03, 1.7442e-03, -2.2013e-04,\n", + " 1.8247e-04, -6.5223e-03, -1.2990e-03, 1.5664e-03, 4.6766e-03,\n", + " -3.0426e-03, -6.7963e-03, 3.6481e-03, 4.8349e-03, 9.1320e-04,\n", + " -3.8821e-03, 4.2438e-03, -4.6553e-03, -7.2286e-05, 3.0769e-03,\n", + " -3.6704e-03, 2.8632e-03, -6.5327e-03, 2.4476e-03, 8.3578e-04,\n", + " -5.9434e-03, 9.6929e-03, 2.8086e-03, -1.2718e-03, 6.4519e-03,\n", + " -1.3682e-03, 1.1788e-04, 1.5637e-03, -5.6339e-03, 3.4574e-03,\n", + " 2.1155e-03, 7.9851e-03, 2.9730e-03, -9.9533e-03, 3.1441e-04,\n", + " 1.1605e-04, 3.3851e-03, 2.4582e-03, 4.6793e-04, -3.4063e-03,\n", + " 2.8836e-03, -2.8818e-03, 5.3415e-03, 3.4589e-03, 2.4875e-03,\n", + " -1.9194e-03, 5.2280e-03, 1.7723e-02, -6.4780e-03, -8.4119e-03,\n", + " -5.8495e-03, 2.7872e-03, -3.6928e-03, 1.7356e-04, 7.2469e-04,\n", + " 8.5622e-04, 7.0768e-03, -2.3993e-03, -2.8609e-03, 6.4361e-03,\n", + " -3.5321e-03, 1.0688e-02, -1.3931e-02, -4.3431e-03, 5.3271e-03,\n", + " 4.1608e-03, -5.5809e-03, -2.9266e-03, -2.7138e-03, -2.3140e-03,\n", + " 5.3362e-03, 2.2017e-03, 8.3701e-03, -2.4022e-03, 2.1644e-03,\n", + " 3.3797e-04, 9.3772e-04, 1.7989e-03, 1.0877e-02, 2.4309e-04,\n", + " 8.7079e-03, 5.2999e-04, -7.4083e-03, -9.5030e-04, 6.2025e-03,\n", + " -1.9052e-03, -3.5361e-03, 2.9955e-03, -2.8269e-03, -7.5344e-04,\n", + " 5.1471e-03, 6.1685e-04, -6.9718e-03, 5.8995e-03, -1.9787e-03,\n", + " 7.9188e-03, 9.5608e-04, -3.7429e-04, -1.5336e-03, 4.4564e-03,\n", + " 7.4729e-03, -4.1349e-03, -4.3301e-03, 5.8151e-03, -9.0070e-03,\n", + " -7.8615e-04, 2.7392e-04, 2.2499e-03, 3.1559e-03, -1.1459e-04,\n", + " 6.6686e-03, -2.2809e-04, 1.5551e-03, 1.6992e-03, -2.6355e-03,\n", + " -6.9842e-03, -1.2241e-02, -1.0955e-03, -3.2607e-03, -5.9150e-03,\n", + " -4.1870e-03, 1.0954e-03, 1.7498e-03, 2.7321e-03, -3.5931e-03,\n", + " 1.0428e-03, -2.3510e-03, -3.5639e-03, -2.8978e-03, 6.2687e-05,\n", + " -4.0252e-03, 3.1193e-03, 3.9882e-03, -4.1711e-03, -4.6878e-03,\n", + " 5.0068e-03, -1.7818e-04, 6.8471e-03, 1.4575e-03, 2.0050e-03,\n", + " -4.6452e-04, -8.6683e-04, -6.2358e-04, -1.6871e-03, 4.7720e-03,\n", + " -1.5566e-03, 3.0688e-03, -7.0494e-03, 2.2742e-03, -2.3163e-03,\n", + " -5.3902e-03, -2.0536e-03, 5.0272e-03, 3.1799e-03, -3.3474e-03,\n", + " 5.9968e-03, 2.1145e-03, 5.3711e-05, 8.0105e-04, -4.2426e-04,\n", + " 1.8244e-03, -3.2870e-03, -1.8649e-03, 1.3636e-03, 3.2253e-03,\n", + " 4.3141e-04, -3.7976e-04, 2.1610e-03, -2.3835e-03, -4.6394e-03,\n", + " 3.3064e-03, -7.9036e-03, -3.5035e-03, -4.9474e-03, 3.1216e-03,\n", + " 3.3607e-03, -4.3824e-03, -5.9530e-03, 2.2944e-03, 1.4173e-03,\n", + " 3.4236e-03, 2.8715e-03, -1.1387e-03, -4.3577e-06, 3.1212e-03,\n", + " -1.0214e-03, 7.7119e-03, -2.4388e-03, -8.4643e-04, 5.8002e-03,\n", + " -4.9330e-03, 1.4826e-03, -5.6803e-03, -7.8866e-03, 1.0752e-02,\n", + " 4.6683e-03, -1.6178e-02, -2.3957e-03, 4.8686e-03, -3.8776e-03,\n", + " -9.7869e-03, 3.5430e-03, 6.5068e-03, 1.1204e-02, -4.6552e-03,\n", + " -7.4095e-04, 2.6303e-03, 4.6366e-03, -4.6258e-04, 1.8167e-03,\n", + " 1.6326e-03, -2.9432e-03, 1.4561e-03, -1.9567e-03, -4.7272e-03,\n", + " -1.0433e-02, 3.0704e-03, -3.7476e-04, -7.9485e-03, -1.4646e-03,\n", + " -4.2301e-03, 9.1243e-03, -1.3515e-03, 4.7023e-03, 3.7017e-03,\n", + " -1.7818e-03, -1.6213e-03, 4.4368e-03, 5.7591e-03, 3.5367e-03,\n", + " -3.2020e-03, -6.7802e-03, -1.2560e-03, -6.8909e-03, 3.2159e-03,\n", + " 9.5240e-04, -4.1206e-03, -2.3234e-03, 3.2060e-03, -8.9150e-03,\n", + " -2.3975e-03, -1.6539e-02, 4.5703e-03, -2.5722e-03, -1.1564e-02,\n", + " 6.3969e-03, 3.8957e-03, 1.2763e-02, -9.5659e-03, -8.1227e-03,\n", + " -3.6659e-03, -1.7373e-03, -2.1858e-03, 8.5074e-03, 5.8840e-03,\n", + " 5.1093e-03, 1.7160e-03, -3.6333e-03, -4.1678e-03, 5.6597e-03,\n", + " 4.1562e-03, -1.0310e-03, -3.6613e-03, 1.3248e-03, 2.4488e-04,\n", + " 6.3399e-03, -3.1526e-03, -2.3676e-03, -3.3011e-03, 1.0620e-03,\n", + " -3.2864e-04, 8.5385e-03, 1.3490e-03, 6.2092e-03, -3.7563e-03,\n", + " 4.8073e-03, -2.5648e-04, 2.0274e-03, 3.2192e-03, 7.0053e-05,\n", + " -6.9342e-03, 6.4980e-03, -1.5511e-03, -2.1642e-03, 3.8743e-03,\n", + " 3.7792e-03, -1.7022e-04, -1.9772e-04, 4.4384e-04, 6.2468e-04,\n", + " -3.9976e-03, -2.0906e-03, -5.8405e-03, 3.1869e-03, 1.0089e-03,\n", + " 5.3545e-03, 2.3478e-04, 3.8451e-04, -5.4979e-03, 3.7035e-04,\n", + " 8.0903e-04, 1.2752e-03, 4.9821e-03, 5.8039e-04, 7.6557e-04,\n", + " 4.2137e-03, 8.2644e-04, -6.1159e-04, -3.8667e-03, -2.3731e-03,\n", + " -3.7357e-03, 4.3528e-03, -2.6918e-03, -9.2400e-03, 8.4052e-03,\n", + " -2.5261e-03, 6.5823e-03, 7.9041e-03, 5.8601e-03, -1.1375e-03,\n", + " 5.9626e-04, 2.7969e-03, 2.7949e-03, -4.6231e-03, -6.7920e-04,\n", + " 2.2721e-03, -4.3206e-03, 8.9645e-04, -3.8515e-03, -6.5710e-03,\n", + " -6.7395e-03, 1.0702e-02, 1.9166e-03, 4.9132e-03, -7.8123e-04,\n", + " -2.1274e-03, -1.0639e-03, 4.5195e-03, 4.7139e-03, -1.8506e-03,\n", + " 2.2017e-04, -6.6797e-05, 5.3389e-03, 1.0412e-03, -5.0666e-03,\n", + " 3.0795e-03, -1.0811e-03, -9.4200e-03, -4.1545e-03, -4.0599e-03,\n", + " -4.1711e-03, -5.4528e-03, -1.3357e-03, -4.8660e-03, -1.1430e-03,\n", + " 5.7146e-05, 1.5178e-03, -2.3728e-03, 1.1525e-03, 7.5650e-04,\n", + " -2.2050e-03, -1.9635e-03, 3.2381e-03, -8.7137e-04, 2.8986e-03,\n", + " 1.3017e-03, 4.2617e-03, 1.1436e-02, 3.8705e-03, -8.1914e-04,\n", + " 5.6777e-04, 6.6554e-03, -6.4115e-04, 7.5617e-03, 9.0819e-04,\n", + " -6.6944e-04, -1.8275e-03, -1.3150e-03, 1.2805e-03, 4.4457e-03,\n", + " -8.5227e-03, 1.9297e-03, -2.6907e-03, 8.4928e-03, -1.2389e-02,\n", + " -2.1362e-02, -1.0639e-03, 1.5713e-03, 7.2098e-03, 8.9136e-03,\n", + " -4.5413e-03, 4.9063e-03, 1.2375e-02, -2.9161e-03, 3.3763e-03,\n", + " 1.3696e-02, -4.6534e-05, -3.5325e-03, 6.4584e-03, 6.2293e-03,\n", + " 2.7066e-03, 1.2995e-02, 5.2812e-04, -1.1623e-02, -1.3187e-03,\n", + " -2.2680e-03, 8.2987e-03, 1.3327e-02, 1.7797e-03, -4.0379e-03,\n", + " 5.0405e-04, 4.9008e-04, -7.2521e-03, 2.2925e-03, -3.6341e-03,\n", + " 1.4732e-02, -1.5627e-02, -1.7132e-03, -6.1571e-03, 3.4271e-03,\n", + " 9.5861e-03, 5.0467e-03, 3.9906e-03, 4.0948e-03, 3.9029e-03,\n", + " 8.3766e-04, 6.0392e-04, 4.3727e-03, -8.1277e-03, -2.2597e-03,\n", + " -6.5855e-03, 7.0217e-03, 1.4989e-03, 9.1802e-03, -6.7665e-03,\n", + " -2.5558e-03, 1.4040e-02, -7.0860e-03, -9.4643e-03, -2.2941e-03,\n", + " 5.3555e-03, -1.2517e-02, 1.2623e-02, -1.0765e-02, 7.4613e-03,\n", + " 1.4261e-02, -1.8695e-03, 2.1640e-03, -7.7325e-03, -4.1778e-03,\n", + " 1.7397e-03, 6.7759e-03, 4.3631e-04, 8.7898e-04, -1.4448e-02,\n", + " 2.8238e-03, 5.0091e-03, -6.2487e-03, -2.6480e-03, -1.8924e-03,\n", + " 5.8709e-03, -2.7559e-03, 4.2126e-03, -5.7611e-03, -1.1424e-03,\n", + " -1.1689e-02, -5.4228e-04, 1.0388e-02, -1.2841e-03, -8.5406e-03,\n", + " 5.6273e-05, -5.9835e-04, 4.3224e-03, -4.8865e-04, -1.3782e-05,\n", + " -3.4043e-03, -6.0373e-03, 9.0440e-03, -3.1494e-03, 4.2092e-03,\n", + " -4.0456e-03, 6.0321e-03, -1.0385e-03, 5.4934e-03, -5.8917e-03,\n", + " 6.4076e-03, -8.1137e-03, 2.1707e-03, 9.3720e-03, 6.5791e-03,\n", + " 1.8906e-03, 1.0833e-02, 5.9272e-03, -4.8388e-03, 2.1705e-03,\n", + " -7.4965e-03, -2.6941e-03, 1.1321e-02, -5.0900e-04, -2.0740e-03,\n", + " 7.8209e-03, -1.1178e-02, 8.6006e-03, 8.6737e-03, 9.0740e-03,\n", + " 8.1959e-03, -2.5722e-03, -5.5919e-03, 2.5845e-03, -1.6941e-03,\n", + " 1.7429e-03, 2.9525e-03, 4.3268e-03, -2.8916e-03, 3.6092e-03,\n", + " 8.8983e-04, 4.0825e-03, 2.2154e-03, 2.0159e-03, -1.0088e-02,\n", + " 3.6435e-03, -1.2750e-03, -1.2216e-03, -5.7467e-03, 4.5439e-04,\n", + " -1.6298e-03, 7.6109e-04, -5.2654e-03, 2.3389e-03, 3.4503e-03,\n", + " 3.8080e-04, -4.5397e-03, 4.8537e-03, -3.6138e-03, 3.4988e-03,\n", + " 6.2734e-03, 6.6489e-03, 3.3622e-03, -2.4337e-03, -4.4619e-03,\n", + " -4.4636e-03, 2.1330e-03, -9.4468e-03, -1.2488e-03, 1.5879e-03,\n", + " 1.3358e-03, 2.8583e-03, -7.7989e-04, -1.1359e-02, 5.9131e-03,\n", + " -5.0654e-04, -6.4916e-03, -9.0991e-03, -2.9801e-03, -5.1659e-03,\n", + " 3.0248e-03, -4.6358e-03, 1.7679e-04, -7.1362e-04, -4.8308e-03,\n", + " -2.1655e-04, -8.4657e-04, -2.9123e-03, 1.9827e-05, -1.4903e-03,\n", + " 1.5857e-03, -2.1722e-03, -1.5358e-03, -1.4887e-03, 1.6541e-03,\n", + " 6.3061e-04, 3.3637e-03, -1.6054e-03, 7.6287e-03, -6.5195e-03,\n", + " 9.8660e-06, 7.0535e-04, 3.3180e-03, -3.1242e-03, -2.3600e-04,\n", + " 4.9816e-05, -8.1237e-04, 5.3279e-03, 1.1684e-03, -2.9989e-03,\n", + " -5.5844e-03, 6.4648e-03, 3.2004e-03, -8.1127e-03, -4.2536e-04,\n", + " -5.5996e-03, -4.8231e-03, -6.2595e-04, -3.5194e-03, -5.6636e-03,\n", + " 9.8256e-04, 5.5694e-04, 4.0087e-03, 7.9766e-03, 3.6963e-03,\n", + " -1.9567e-03, 2.4545e-04, 1.1400e-04, -7.9843e-04, 7.8507e-03,\n", + " 7.2870e-03, 2.6915e-03, 2.4742e-03, 7.2409e-03, -9.0063e-04,\n", + " -3.7270e-03, 1.6768e-03, -3.4147e-03, 1.2459e-03, -3.5426e-03,\n", + " 4.9183e-03, -6.1690e-03, -7.3503e-03, 3.0565e-03, -4.7364e-03,\n", + " 3.7091e-03, 7.3775e-03, -2.1288e-03, -1.1558e-03, -1.5360e-03,\n", + " -3.1511e-03, -1.7183e-03, 8.4660e-04, -6.6942e-03, 3.6269e-03,\n", + " 8.5252e-03, -9.6725e-03, 1.7212e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.8242e-02, 1.6052e-02, 6.7929e-04, -4.5531e-02, 7.6044e-03,\n", + " -1.6786e-02, -1.8755e-02, 4.0754e-03, -2.7576e-03, -6.6498e-03,\n", + " -8.0987e-03, -4.0509e-02, 5.3192e-03, -3.0114e-02, 1.2715e-02,\n", + " -2.7383e-02, -3.2627e-02, 4.0527e-02, -1.6088e-02, 3.1037e-02,\n", + " 7.9172e-03, -1.8019e-02, 6.1722e-03, 1.0265e-02, -6.1335e-02,\n", + " 3.9309e-02, -1.8537e-02, -1.2106e-03, -3.4395e-03, -1.0315e-03,\n", + " -1.9248e-02, 8.8129e-03, -5.7157e-03, -1.3530e-02, -1.3335e-02,\n", + " 7.2111e-03, -3.0187e-02, 1.9822e-02, -3.0316e-02, -4.3199e-02,\n", + " 4.6552e-02, -6.7927e-03, 1.3629e-02, 2.2728e-02, -2.0124e-02,\n", + " 2.3692e-03, 9.4818e-03, -6.7438e-04, 3.3077e-03, -4.8075e-03,\n", + " -2.7165e-02, -8.4480e-03, -3.5768e-03, 6.3171e-03, -2.8506e-02,\n", + " -1.4303e-02, -8.2922e-03, -4.0246e-04, 1.3716e-02, -6.9538e-03,\n", + " 2.0895e-02, -5.8032e-02, 3.9176e-02, -1.2765e-02, -1.7423e-03,\n", + " -4.6534e-03, -5.7562e-02, -9.1416e-03, -1.4435e-02, 2.3388e-03,\n", + " 1.9693e-02, 3.2954e-02, -2.4976e-03, 2.6853e-02, 1.1012e-03,\n", + " -4.5140e-03, -3.0862e-02, 2.2942e-03, -4.9116e-02, 2.6364e-02,\n", + " -4.0455e-02, 5.6404e-02, 3.0333e-03, -2.9508e-02, -1.0105e-02,\n", + " 2.2486e-02, -1.1500e-02, 2.8246e-02, -2.8232e-02, -2.0714e-02,\n", + " 2.4037e-03, 2.3104e-02, 1.8225e-02, 3.5093e-02, 5.4720e-02,\n", + " 1.9456e-02, 3.7648e-02, -7.2115e-03, 2.0134e-03, -7.1575e-03,\n", + " -4.7583e-02, -7.9213e-03, -3.5190e-02, -5.3314e-03, 4.6044e-02,\n", + " 3.6620e-02, 2.7530e-02, -3.3451e-02, 2.2783e-03, -1.4599e-02,\n", + " -9.5381e-03, 1.0059e-02, -1.9624e-02, 1.8877e-02, 2.1637e-02,\n", + " -8.6641e-03, 4.5398e-03, -9.4218e-03, -9.4950e-03, 3.3315e-02,\n", + " 1.3042e-02, 3.0492e-02, -2.7592e-03, 1.9139e-02, 7.1785e-04,\n", + " 3.2160e-02, -7.8755e-03, -2.7422e-02, 5.8798e-03, -5.1139e-02,\n", + " -2.2756e-02, 1.9337e-02, 1.5959e-02, -3.0184e-02, -7.4617e-03,\n", + " -8.0801e-02, 5.4946e-02, 1.4812e-03, 6.7274e-02, 5.2024e-02,\n", + " 1.8119e-02, -2.9523e-03, 3.8502e-02, 1.3709e-03, -7.7799e-02,\n", + " -5.4371e-02, -6.9412e-02, 1.6286e-02, -6.2979e-02, 8.9531e-02,\n", + " 7.0456e-02, -1.0722e-03, 3.2478e-02, 1.4210e-02, -3.2339e-02,\n", + " -1.1903e-02, 4.2116e-02, -1.8344e-01, -2.9305e-02, 9.3860e-02,\n", + " 1.8784e-01, 5.4586e-02, 7.9672e-02, -1.6692e-03, -2.3892e-02,\n", + " 2.1007e-02, -6.2244e-02, 4.3473e-02, 2.2513e-02, 5.3569e-03,\n", + " -9.0577e-02, 2.0346e-02, -3.8865e-02, -2.1226e-02, 8.9533e-02,\n", + " -4.1171e-03, 7.2619e-02, -1.4888e-03, 7.0522e-03, 7.3096e-04,\n", + " -7.1846e-02, -4.2325e-02, 8.8455e-02, -4.3978e-02, -7.2479e-02,\n", + " -5.7627e-02, -2.8681e-03, 1.5371e-02, 3.7421e-02, -3.6268e-02,\n", + " 2.1429e-02, -1.5141e-02, 4.1866e-02, -3.1661e-02, 2.9718e-02,\n", + " -2.5303e-02, -1.2677e-02, -3.7192e-02, 1.3115e-02, -2.8896e-02,\n", + " -3.5556e-02, -3.1369e-02, 4.4883e-02, 2.8941e-02, -4.0662e-02,\n", + " 3.5831e-02, 5.4088e-02, -4.8813e-02, -2.3659e-02, 2.5421e-02,\n", + " -1.6727e-02, 4.8671e-02, -5.5172e-02, 4.5883e-02, -5.0672e-02,\n", + " 2.0574e-03, 1.5467e-02, 5.1631e-02, -3.1609e-02, -4.5804e-02,\n", + " 5.4663e-02, -1.0091e-02, -4.2817e-02, -1.5756e-02, 6.2572e-02,\n", + " 3.3918e-03, 3.0631e-03, 1.5189e-03, 5.5687e-02, 1.2885e-02,\n", + " 3.5555e-03, 5.8069e-02, 1.0536e-01, 7.0028e-02, -2.6095e-03,\n", + " 1.5427e-02, -3.1636e-02, 2.2711e-03, 9.9570e-03, 6.8026e-03,\n", + " 6.8714e-02, -4.5053e-02, 3.2791e-02, -1.5710e-03, 6.5959e-02,\n", + " -7.2704e-03, 2.6699e-02, 6.9497e-03, -8.1057e-02, -4.3035e-02,\n", + " -5.8317e-02, -9.0645e-03, -4.5359e-02, -3.6586e-02, -5.9921e-03,\n", + " -4.1798e-02, 2.2294e-02, -8.3527e-03, 2.6084e-02, -1.2413e-01,\n", + " -6.9360e-02, -6.3062e-02, 3.7366e-02, 2.1548e-02, -1.9469e-01,\n", + " -1.0794e-02, 3.9976e-02, 3.4476e-02, -2.0506e-03, 4.3186e-02,\n", + " 5.6000e-04, -4.6263e-02, -2.3633e-01, 1.2304e-03, 1.3118e-02,\n", + " -1.4241e-02, 4.8328e-04, -2.3900e-02, -6.4434e-02, -2.7740e-03,\n", + " 1.1991e-02, 6.7576e-03, -3.5107e-02, 1.1733e-01, -3.2928e-02,\n", + " -1.5497e-02, -1.3771e-02, 9.0491e-02, 3.6818e-02, 9.0136e-02,\n", + " 7.6004e-02, -6.3378e-03, 1.0249e-02, -3.4298e-02, -1.2169e-02,\n", + " 1.8257e-02, 1.7168e-02, -1.4144e-01, -2.4036e-03, -5.6478e-02,\n", + " -3.8068e-04, -8.3740e-03, -8.4914e-03, -1.5303e-02, 6.0263e-02,\n", + " -4.2278e-02, -8.2476e-03, -7.1081e-03, -5.8119e-02, 2.9850e-02,\n", + " 2.4652e-02, 1.1346e-02, -4.5043e-02, 4.7922e-02, 8.9379e-02,\n", + " 9.7176e-02, 7.5907e-03, -2.5082e-04, 1.5477e-02, -4.3459e-03,\n", + " -3.5785e-02, 5.4299e-03, 2.1206e-02, 2.2086e-02, 4.7614e-03,\n", + " 9.7803e-03, -9.1928e-03, 2.0375e-02, -1.1800e-02, -1.5199e-02,\n", + " 1.1916e-02, -9.0820e-03, 1.7234e-02, 6.5620e-03, -1.4736e-02,\n", + " 4.1396e-03, -2.2952e-03, 8.9079e-03, -1.8973e-02, -1.6352e-02,\n", + " -3.5601e-03, -6.4434e-03, 1.0230e-02, 8.1175e-03, -1.7593e-03,\n", + " 7.1144e-03, 1.7969e-02, -1.8617e-02, 6.3794e-03, 5.7215e-03,\n", + " -2.9146e-03, -4.6185e-03, -2.4618e-02, 3.3373e-03, -2.5684e-03,\n", + " 1.4264e-02, -1.6099e-02, 5.8278e-03, -1.2077e-02, -4.1571e-03,\n", + " -2.4198e-02, 1.2328e-02, 1.8090e-03, -1.2160e-02, 1.1592e-02,\n", + " -3.0703e-02, 1.5594e-02, -1.1509e-02, -3.5502e-04, 4.8585e-03,\n", + " -1.3018e-02, 1.1425e-02, -5.5097e-03, 9.0946e-03, -1.4013e-02,\n", + " -1.0595e-02, 1.4632e-02, -1.4093e-02, 2.1672e-02, -4.5088e-03,\n", + " 1.8495e-02, 3.1153e-03, 2.0836e-02, -3.9461e-03, -7.6958e-03,\n", + " 7.5840e-03, 8.6836e-02, -3.7763e-02, 8.1773e-03, -3.3637e-02,\n", + " 1.3491e-02, 3.2548e-03, 1.6804e-02, 2.0859e-03, 2.4908e-02,\n", + " 2.6568e-02, -2.3366e-02, 5.8944e-02, -5.7090e-03, -2.6653e-02,\n", + " -6.4222e-02, -9.7310e-02, 6.6867e-02, 2.8712e-02, 6.0220e-02,\n", + " -6.7466e-02, 2.7272e-03, -1.8374e-02, 2.4921e-02, 5.3960e-02,\n", + " -1.4786e-02, 1.3181e-02, -1.3798e-02, -9.4834e-02, 2.8755e-02,\n", + " -2.2676e-02, 6.9769e-02, -2.5340e-02, 3.5073e-02, 5.9998e-02,\n", + " -7.6601e-03, 8.5230e-03, 1.6521e-02, -7.7977e-03, -2.3793e-03,\n", + " 4.2345e-03, 6.4632e-02, 4.2309e-02, -9.3236e-03, -2.1994e-02,\n", + " 5.8959e-02, -2.2994e-02, -6.5030e-02, -1.6281e-02, -5.5630e-02,\n", + " -2.5184e-02, -3.6274e-02, 3.7731e-02, 2.6989e-04, 1.2195e-02,\n", + " -4.7274e-03, -3.6781e-03, 1.2043e-02, -8.5248e-02, -3.0538e-02,\n", + " -1.8425e-03, -2.0367e-02, -8.9329e-02, 5.7565e-03, -1.7857e-02,\n", + " -3.1994e-02, -1.3314e-02, 9.7872e-03, -1.0319e-01, 4.3625e-02,\n", + " -2.7035e-02, 1.5709e-02, -8.4835e-02, -7.6175e-02, 1.0201e-02,\n", + " -1.1582e-01, 8.3528e-03, 2.4661e-02, 8.6825e-02, -6.6950e-02,\n", + " -6.2077e-02, 4.7775e-02, -2.3054e-02, -2.1432e-02, 2.0225e-02,\n", + " 3.3961e-02, -1.4114e-02, 2.0991e-02, 2.3415e-02, 8.1193e-02,\n", + " 2.1595e-02, 3.6130e-02, 4.9497e-02, 6.3073e-02, 4.6406e-02,\n", + " 3.0338e-02, -5.9555e-02, -7.8892e-02, -4.5155e-02, -4.8987e-02,\n", + " 4.2705e-02, 1.6774e-03, -3.7062e-03, 8.2535e-03, -1.2161e-02,\n", + " -4.8232e-03, -6.9069e-02, -3.2170e-02, -3.9849e-02, -3.3174e-02,\n", + " 1.4383e-02, 4.4159e-02, 3.1472e-02, 1.7897e-02, -6.9858e-02,\n", + " -7.2760e-02, -6.2478e-02, 3.8139e-02, -1.6961e-01, 2.5614e-02,\n", + " -3.7852e-02, 1.7690e-02, -4.4338e-02, -3.7692e-02, 5.7063e-02,\n", + " -1.1121e-02, 5.4335e-02, -7.4261e-03, 3.8294e-02, -1.5834e-02,\n", + " 8.2612e-03, -1.5319e-02, 1.0531e-02, 8.6753e-03, -1.6326e-02,\n", + " -1.6447e-02, 2.7832e-02, 1.7400e-02, 7.4450e-03, -5.7590e-02,\n", + " -1.0983e-02, -1.2236e-03, -2.2343e-02, -9.4416e-03, -3.0301e-02,\n", + " 2.1371e-02, 2.6331e-02, 4.6064e-03, -1.9960e-02, -5.4417e-02,\n", + " -3.1731e-02, 6.7386e-03, 3.2658e-02, 2.7263e-03, -3.3863e-02,\n", + " 5.5749e-02, -2.6144e-02, -2.3101e-02, 1.6327e-02, -1.1035e-04,\n", + " -2.7000e-02, 9.2004e-04, -1.9686e-02, -6.0714e-02, -3.4407e-02,\n", + " -2.2599e-02, -5.5210e-03, -3.9443e-02, -1.1526e-02, -5.9170e-03,\n", + " 7.8647e-05, 1.6848e-02, -7.4877e-04, -5.9031e-03, -1.2889e-02,\n", + " 4.4914e-03, 1.3828e-03, -2.7997e-04, -3.6936e-02, 2.8271e-02,\n", + " 2.3721e-02, 6.0413e-02, -1.3877e-02, -6.0220e-02, -6.6900e-02,\n", + " 3.0103e-02, -1.3988e-02, -1.8658e-02, 2.2930e-02, 2.4925e-03,\n", + " 4.0404e-03, 3.8067e-02, -1.2581e-02, 1.9485e-02, 3.4213e-02,\n", + " 6.5759e-03, 3.8484e-02, -8.5224e-03, 1.8648e-03, -2.8107e-03,\n", + " -3.6219e-02, -1.6510e-03, 3.6210e-03, -8.2124e-03, -2.5156e-02,\n", + " 6.3127e-02, -4.6170e-02, 2.5156e-02, -7.6700e-02, 2.1102e-02,\n", + " -4.2046e-02, 4.5407e-02, 4.3349e-03, 3.3360e-02, 1.0947e-01,\n", + " -4.9077e-02, -6.1761e-02, -5.7217e-02, -3.5672e-02, -1.0588e-01,\n", + " 3.0359e-02, -2.9462e-02, 4.2258e-02, -9.5997e-03, 4.4010e-02,\n", + " 4.2341e-02, 5.1732e-02, 2.1183e-03, -5.0414e-02, -7.8908e-03,\n", + " -4.4756e-02, -3.7357e-02, 6.2844e-03, -2.0706e-02, -5.1417e-02,\n", + " -8.4017e-02, -5.9557e-02, 7.1229e-02, -1.6240e-02, -3.1476e-02,\n", + " -6.0723e-03, 3.0246e-02, -4.2428e-02, 3.8662e-02, -9.2884e-03,\n", + " -5.2331e-02, -7.3649e-02, 1.4400e-02, -4.5456e-02, -5.6088e-02,\n", + " 6.0201e-02, -2.1013e-02, -6.8885e-03, 7.3421e-02, -1.9092e-02,\n", + " 6.2775e-02, 2.4232e-02, 7.5977e-02, -1.4658e-02, 1.7107e-02,\n", + " -2.4815e-02, 2.4507e-02, -1.6045e-03, -5.7588e-02, 1.2986e-02,\n", + " -9.3580e-02, 7.0040e-03, -3.5518e-02, 3.7118e-02, 1.6048e-02,\n", + " -1.5182e-02, 1.4095e-02, -1.9192e-02, 1.3833e-02, -3.1981e-02,\n", + " 2.6126e-02, 1.2437e-02, 4.6880e-03, -4.8062e-02, 2.6322e-03,\n", + " -3.1447e-02, -2.5055e-02, 2.8027e-02, 2.6365e-02, 4.5242e-02,\n", + " 1.9141e-02, 1.7912e-02, -1.4976e-03, 2.5714e-02, 2.3334e-02,\n", + " 3.5665e-02, 8.6034e-03, -5.3925e-02, -9.6002e-04, -5.5453e-03,\n", + " -6.9494e-03, 7.3938e-03, -1.7202e-03, 5.7534e-03, -1.6194e-02,\n", + " -1.0569e-02, -3.6014e-02, 8.2945e-03, 3.8482e-03, -8.8537e-03,\n", + " -3.7379e-02, 4.5590e-02, 3.8336e-02, 3.0385e-02, -6.4473e-02,\n", + " 2.4093e-02, 5.6504e-03, -3.8695e-02, -9.4051e-03, -1.5880e-02,\n", + " -6.2810e-02, -1.3611e-02, -6.6862e-03, 2.1578e-03, -8.5221e-02,\n", + " -4.8253e-02, 2.2751e-02, 8.9920e-02, -4.9908e-02, -5.9406e-02,\n", + " -3.9813e-03, -1.3122e-02, 7.3981e-02, 2.3309e-02, 3.1407e-02,\n", + " 6.5194e-02, 1.2832e-02, -5.3519e-03, 2.9226e-02, -1.2126e-01,\n", + " -6.4273e-02, 3.5497e-02, -4.5186e-02, 3.5550e-02, -1.4545e-02,\n", + " 7.1125e-02, 5.5555e-02, 1.6181e-02, -2.7729e-02, 1.4682e-02,\n", + " -2.4223e-02, 4.7663e-02, 4.8806e-03, -3.6565e-02, -1.5693e-02,\n", + " -3.3613e-02, 3.1259e-02, -5.5014e-02, -5.7879e-02, -3.5043e-02,\n", + " 3.8435e-02, 7.7283e-03, -1.7196e-02, 9.5265e-02, 5.5821e-02,\n", + " -4.3904e-03, -5.8809e-02, -2.7309e-02, -5.7056e-03, 7.1179e-02,\n", + " 1.1804e-01, 9.7938e-03, 5.9200e-03, 1.9842e-02, -1.1714e-01,\n", + " -4.7543e-02, 2.9086e-02, 3.6706e-02, 1.7245e-02, 3.9913e-02,\n", + " -6.7838e-02, -1.5897e-01, -2.1729e-03, 1.9645e-02, 2.8537e-02,\n", + " 1.2082e-02, 8.7888e-02, -4.4203e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 3.4977e-03, -5.8318e-02, -5.9408e-02, -3.4219e-02, 2.9659e-02,\n", + " -1.3883e-02, -3.4171e-02, 3.6612e-02, -1.6336e-02, -4.2100e-02,\n", + " 4.3812e-03, 3.4013e-02, 1.0559e-02, 1.0405e-02, 2.8295e-03,\n", + " -5.9294e-02, -2.2357e-02, -2.6027e-02, 2.5000e-02, -3.5858e-02,\n", + " -6.8610e-02, 2.2830e-02, -4.3490e-02, -3.5495e-02, 2.1938e-02,\n", + " 1.3738e-02, -2.6242e-03, -3.4758e-02, 1.7065e-03, -1.9392e-02,\n", + " 3.7463e-02, 1.6382e-02, -1.5214e-02, 3.1857e-02, -2.9454e-02,\n", + " -1.2715e-02, 2.3723e-02, 5.2937e-02, -1.9313e-02, 2.6527e-02,\n", + " -4.8485e-03, 4.2799e-03, 6.2875e-02, -5.2468e-03, 4.9480e-02,\n", + " -5.7368e-04, 1.6800e-02, -1.2654e-02, -4.5439e-03, -1.9767e-02,\n", + " 9.1531e-04, 5.3753e-02, -6.5377e-02, 2.3882e-02, 2.8732e-02,\n", + " 6.9727e-03, -3.6051e-02, 1.6554e-02, -2.5617e-02, 4.2405e-03,\n", + " -8.8878e-03, 4.1141e-02, 4.2842e-02, -1.5728e-02, -1.1575e-02,\n", + " 5.0033e-03, 2.3285e-02, 1.8068e-02, -5.7623e-02, -2.1088e-03,\n", + " -5.8632e-03, -2.3334e-02, -1.6109e-02, 6.7569e-02, -5.4570e-02,\n", + " 7.7367e-02, 4.2741e-02, -5.6250e-02, -6.7747e-02, -3.6841e-02,\n", + " -4.4577e-03, 9.9018e-03, -1.3683e-02, -1.1344e-02, -6.2797e-03,\n", + " 8.3140e-03, 3.3246e-02, -1.7477e-03, 1.7137e-02, 3.8271e-02,\n", + " 2.0271e-02, 3.6950e-03, -1.0749e-01, -2.0247e-02, 1.4863e-02,\n", + " 3.8535e-03, -2.8384e-02, 2.7284e-02, -1.9737e-02, 2.6596e-02,\n", + " -9.0673e-03, -1.6754e-02, -7.8236e-02, 2.6962e-02, 1.9910e-02,\n", + " 8.7516e-02, -1.5301e-02, -3.6692e-02, 7.2781e-02, -1.9724e-02,\n", + " -2.1835e-02, 1.2968e-02, 2.4112e-02, 5.3384e-03, -2.8768e-02,\n", + " -3.9314e-03, 1.6691e-03, -1.2197e-02, -1.9537e-03, -5.3698e-02,\n", + " 2.2311e-02, 7.5372e-02, -2.1453e-02, -5.5742e-02, -7.2418e-02,\n", + " 1.2746e-02, 2.0694e-02, -6.7324e-02, -1.4008e-02, 3.5465e-02,\n", + " 1.7402e-02, -6.8890e-03, -4.0218e-02, -4.7284e-02, -2.3219e-02,\n", + " 1.9387e-02, -4.1004e-02, -6.8705e-02, -1.7860e-02, -8.8890e-03,\n", + " 7.3144e-03, 1.6304e-02, -7.0777e-02, -9.8029e-03, -7.4291e-02,\n", + " 6.2450e-02, 3.9664e-02, 4.1309e-02, 1.8493e-02, -5.1774e-02,\n", + " 4.1458e-02, -6.3092e-03, 4.3661e-04, 2.7126e-02, -9.7068e-03,\n", + " -3.6577e-02, 1.6794e-02, -1.9043e-03, -2.6729e-02, -4.7534e-02,\n", + " -2.6228e-02, -1.8901e-03, 4.4440e-02, 1.6300e-02, -3.6250e-03,\n", + " 9.3093e-03, -4.8351e-02, -3.7928e-02, 3.3558e-02, 2.4422e-02,\n", + " -2.0263e-03, -2.1969e-02, 5.7220e-02, -5.3319e-02, 7.1146e-04,\n", + " 1.1614e-02, -4.2042e-03, -2.8989e-02, 3.9551e-02, 1.4957e-02,\n", + " -2.8238e-02, 4.0258e-03, 2.3899e-02, -3.8192e-02, -2.1216e-02,\n", + " 4.3902e-02, -4.1516e-02, -3.5074e-02, -6.1032e-02, -2.1454e-02,\n", + " 2.7867e-02, 3.5708e-02, -4.0569e-02, 6.9414e-02, -3.7652e-03,\n", + " -3.6858e-02, -2.7415e-02, -1.1231e-01, -4.4435e-02, -1.3023e-02,\n", + " 2.9178e-03, -2.6235e-02, -1.3683e-02, 9.3050e-02, -3.0005e-02,\n", + " 5.2984e-02, 2.6906e-02, -4.7459e-02, 7.2336e-04, 7.6570e-03,\n", + " 4.1943e-03, 6.4172e-02, 1.6723e-02, -7.6660e-02, -2.9655e-02,\n", + " 8.3739e-02, 1.6712e-02, 3.8588e-02, -7.7765e-02, 6.1119e-02,\n", + " 3.6975e-02, -4.2108e-02, -2.2393e-02, 1.9612e-04, -7.5255e-03,\n", + " -9.4829e-02, -4.0857e-02, 2.5547e-02, -1.9075e-02, 4.8036e-03,\n", + " 2.0476e-02, -1.3417e-02, -5.0989e-02, 3.5957e-02, -8.9970e-03,\n", + " -2.1168e-02, -1.4132e-02, -1.8446e-02, -1.3940e-02, 5.5764e-02,\n", + " -3.0442e-02, -5.2701e-02, 4.8942e-02, 2.7745e-02, 3.1433e-02,\n", + " 1.3474e-02, -6.8444e-02, -1.6098e-02, 5.0308e-02, 2.2103e-02,\n", + " -3.0550e-02, -8.9626e-02, -5.5640e-02, -3.9156e-02, -8.5719e-02,\n", + " 9.0315e-02, 1.4067e-02, 1.9041e-02, -2.6861e-02, 9.8570e-03,\n", + " 5.9287e-02, 1.4764e-02, -1.9590e-02, 3.5657e-02, -4.4692e-02,\n", + " 5.9917e-02, -5.7609e-03, -2.1277e-02, -7.5836e-03, -1.6423e-02,\n", + " -5.9634e-02, 2.7493e-02, -3.4212e-03, 6.5106e-03, 1.1648e-02,\n", + " -6.6588e-02, -5.4596e-02, -2.1614e-02, -8.6876e-03, 1.1779e-02,\n", + " 5.8900e-02, -2.7772e-02, -5.1084e-02, 1.2807e-02, 1.8148e-02,\n", + " -1.2581e-03, 4.9012e-03, 2.7019e-02, 4.0737e-02, -3.5817e-02,\n", + " -9.7331e-02, -5.1531e-02, 5.8311e-02, 1.8513e-02, -6.1791e-02,\n", + " -3.7654e-02, 5.5711e-02, -1.5730e-03, -3.8595e-02, -5.8802e-03,\n", + " 1.3054e-03, 1.9540e-02, 9.7104e-03, 3.6344e-03, -1.1842e-01,\n", + " 6.9470e-02, 2.9561e-02, 4.4506e-02, 1.3827e+00, -6.1254e-03,\n", + " 1.8903e-02, -1.2705e-01, 2.0929e-02, -1.8475e-02, -8.7009e-03,\n", + " -3.6293e-02, -3.4297e-02, -7.8291e-02, 5.2299e-02, -1.2686e-01,\n", + " -3.1820e-02, -2.7015e-02, -5.4078e-02, 3.3989e-02, -1.0599e-02,\n", + " -2.3747e-02, -2.2481e-02, 2.9486e-02, -2.0802e-02, -1.6394e-02,\n", + " -2.7769e-03, -9.5469e-02, 1.0151e-02, -2.2749e-02, 8.0723e-02,\n", + " 1.0998e-02, -1.1187e-02, -5.2529e-03, -2.5462e-02, 4.3280e-03,\n", + " -2.6410e-02, -4.5134e-02, -7.7302e-02, 8.8748e-03, -1.7352e-02,\n", + " 2.6831e-02, -4.1717e-02, -2.2053e-02, -4.5912e-02, -2.2090e-02,\n", + " 5.3352e-02, 6.6679e-02, 2.1668e-02, -5.6110e-03, 1.6264e-02,\n", + " 4.0134e-02, -2.5208e-02, -2.0292e-03, 2.7989e-02, -2.1714e-02,\n", + " 8.5610e-03, -6.3146e-03, 1.1719e-02, -2.2693e-02, -2.6770e-02,\n", + " 9.0582e-03, -5.9763e-02, -6.4953e-02, -7.1982e-02, -5.7925e-02,\n", + " 1.0843e-02, 2.1640e-02, -6.0081e-03, 1.2176e-02, -8.2883e-03,\n", + " -4.1679e-03, -2.0008e-02, 1.4581e-02, 2.0119e-02, -1.7570e-02,\n", + " -8.9629e-03, 2.2902e-01, -1.7548e-02, 4.4608e-02, -2.1819e-02,\n", + " 1.5109e-02, 6.2024e-02, -2.3264e-02, 2.3748e-02, 4.8508e-03,\n", + " -1.8340e-02, 7.2884e-03, 6.8203e-03, -4.7253e-02, -4.3405e-02,\n", + " 2.8494e-02, 9.1424e-02, -1.9493e-02, -7.4147e-03, 1.6797e-02,\n", + " 6.0675e-02, 2.1703e-02, -2.1607e-02, -8.8577e-04, 2.4513e-02,\n", + " 3.6168e-02, 2.1683e-03, -1.4711e-03, 2.8878e-02, 2.5071e-03,\n", + " 2.3968e-02, 5.0297e-02, 2.1514e-02, -1.1744e-02, 1.2251e-02,\n", + " 8.0222e-03, 1.1618e-02, 4.1791e-02, 3.9131e-02, 5.2342e-03,\n", + " 5.7284e-03, 6.6655e-02, -2.4819e-02, 1.9986e-02, 2.0971e-02,\n", + " -8.5601e-03, -1.7412e-02, 1.6118e-04, 4.7389e-02, -1.3421e-02,\n", + " 1.6614e-02, -7.7603e-03, 1.1518e-02, -1.1632e-01, -3.8554e-03,\n", + " -5.8983e-04, 1.2986e-02, 4.9433e-02, -3.0986e-02, -2.9143e-02,\n", + " -3.9181e-03, 6.7542e-03, 5.7265e-03, -5.3900e-02, 8.2221e-03,\n", + " 1.0502e-02, -7.9724e-03, -3.9024e-02, 8.7369e-03, -1.7433e-03,\n", + " -4.5514e-03, 4.2395e-02, -1.3199e-02, 3.5523e-02, 1.7207e-02,\n", + " 2.1121e-03, -2.8957e-02, -1.7038e-02, 6.9689e-03, 5.3162e-03,\n", + " -7.4311e-02, 1.4257e-01, 4.7991e-02, -8.8047e-03, 7.0979e-02,\n", + " -4.5534e-02, -1.5979e-02, 1.4195e-02, -1.8684e-02, 3.9049e-02,\n", + " 1.2941e-03, -5.3608e-02, 9.5736e-03, -4.4222e-02, 2.7547e-02,\n", + " 3.7262e-02, -3.7164e-02, -4.0022e-03, 4.1768e-02, -6.5855e-04,\n", + " 2.0611e-02, -2.8046e-02, 2.9338e-02, 1.2302e-02, 1.2190e-02,\n", + " -3.6168e-02, -3.4661e-02, -3.7648e-04, 5.0876e-02, -6.8179e-02,\n", + " 1.5915e-02, -1.2481e-02, -5.3977e-02, 7.1567e-03, 1.9978e-02,\n", + " 3.4705e-02, -5.1394e-02, 2.8594e-02, -2.7983e-02, 6.6367e-03,\n", + " -6.4842e-03, -4.9403e-02, -1.7707e-03, 1.2506e-02, 3.8007e-03,\n", + " -3.0231e-02, -1.9823e-02, 3.4256e-02, 3.9152e-02, -3.2271e-03,\n", + " -8.7465e-02, -3.8993e-02, 6.9314e-02, 1.3873e-02, 3.7864e-02,\n", + " -6.4383e-02, 2.4833e-02, 1.7983e-02, 3.5219e-02, 6.8765e-02,\n", + " -3.9525e-03, -2.4988e-02, 2.8499e-03, 2.8048e-02, 1.3872e-02,\n", + " 3.1749e-02, 3.5032e-02, -7.9839e-04, -4.3832e-02, -6.1387e-02,\n", + " 1.6998e-02, 3.7690e-03, -2.2619e-02, -2.3249e-02, 1.8542e-02,\n", + " 2.3651e-02, -2.2713e-02, -5.1066e-02, -7.9852e-02, 2.2408e-02,\n", + " 1.9867e-02, 4.7989e-02, 2.1447e-02, 4.1822e-02, -3.2858e-03,\n", + " 4.7713e-02, 1.8413e-02, 2.7769e-02, -2.9019e-02, 1.3876e-02,\n", + " 6.8347e-02, 2.2710e-02, 2.0211e-02, -3.6122e-03, 4.6873e-02,\n", + " -4.9087e-03, -5.3342e-03, -1.3915e-02, -5.5734e-02, 1.6969e-02,\n", + " -1.7623e-02, -1.3843e-02, 6.9464e-02, 3.3743e-02, -3.0605e-02,\n", + " 5.0415e-03, -3.9622e-02, 2.6976e-02, -1.9267e-02, 6.2019e-03,\n", + " -4.7338e-02, 2.9120e-02, -4.6713e-02, -3.5303e-03, 5.4761e-02,\n", + " -4.7278e-02, 4.4265e-03, 1.1394e-01, -2.0797e-02, 6.2440e-02,\n", + " -7.7221e-03, 1.3187e-02, -2.5401e-02, 2.1879e-02, 3.1106e-02,\n", + " 2.8054e-02, -6.9965e-02, -3.0380e-02, 5.9142e-02, 2.6377e-02,\n", + " 1.4593e-02, 4.1725e-02, -1.7920e-02, 4.0708e-03, -1.4460e-02,\n", + " 5.8747e-02, -2.9292e-02, 5.0542e-02, 1.6073e-02, -3.5962e-03,\n", + " 2.1294e-02, 2.6950e-02, 7.8962e-02, -3.5703e-02, 1.2973e-02,\n", + " -3.0258e-02, -2.7534e-02, 5.9102e-02, 1.0997e-02, -8.9457e-03,\n", + " -2.2137e-02, 7.7598e-02, 2.2481e-02, 5.9698e-02, 1.5466e-02,\n", + " 9.7872e-03, -1.1067e-02, 1.4848e-02, 3.3246e-02, -1.6807e-02,\n", + " -1.1688e-02, 1.9569e-02, 1.1142e-02, -1.1578e-02, 2.1673e-02,\n", + " -4.1207e-02, -9.2730e-04, -5.9493e-02, -8.1777e-02, 6.0757e-03,\n", + " -7.8417e-02, -1.9901e-02, -1.2336e-02, -2.9706e-02, -1.8111e-02,\n", + " 3.2058e-02, -6.5366e-03, -3.4635e-02, -5.7194e-02, -9.3460e-03,\n", + " -7.7416e-04, -5.8476e-03, 2.1702e-02, -3.5710e-02, 5.5709e-02,\n", + " -1.4590e-03, -1.8078e-02, -2.7635e-03, 5.0525e-02, -1.2686e-02,\n", + " 5.2271e-03, 2.5424e-02, -2.6894e-02, 5.0291e-02, 4.4936e-03,\n", + " 5.4992e-02, -4.5140e-02, -1.8528e-02, -1.0949e-02, 2.1247e-02,\n", + " -2.6536e-02, 1.4855e-02, -5.3185e-02, 1.8587e-02, -3.2241e-02,\n", + " -7.5097e-02, 2.2959e-03, 5.3601e-02, -3.7803e-02, 5.5820e-03,\n", + " -3.5933e-03, -3.2953e-02, 4.3455e-02, -1.6052e-02, 6.0731e-03,\n", + " 6.5781e-02, -4.0856e-02, -1.9919e-02, -4.0779e-04, -3.4148e-03,\n", + " -1.1378e-02, 1.4584e-02, -4.0753e-02, 3.6884e-02, 2.5931e-02,\n", + " 1.6278e-02, 1.0862e-02, -3.6356e-02, 3.9345e-02, 2.7920e-02,\n", + " 1.6333e-02, 3.7971e-03, 3.5520e-02, 1.9237e-02, -2.2903e-02,\n", + " 1.7629e-02, -8.8786e-03, -3.7488e-02, 5.9462e-02, 4.1188e-02,\n", + " -7.0471e-03, -2.4239e-02, 7.1802e-02, -4.4435e-02, -1.4376e-02,\n", + " 1.0387e-02, 4.7469e-02, -1.0805e-02, 6.3748e-03, 1.4646e-02,\n", + " 4.2062e-02, 2.8122e-02, -2.3853e-02, 1.0682e-01, 3.9066e-02,\n", + " -3.2139e-02, -2.5223e-02, -1.5171e-02, -3.8038e-04, -8.7976e-03,\n", + " -1.2307e-02, -8.1391e-02, -3.8652e-02, 3.1205e-02, -3.7772e-02,\n", + " 4.7275e-02, 2.8432e-02, -3.1991e-02, 3.3585e-02, 3.4922e-02,\n", + " 7.6466e-05, -1.5907e-02, 2.2606e-03, -4.1701e-02, 1.6524e-02,\n", + " 2.9177e-02, -1.5534e-02, -3.1418e-02, 2.1896e-02, 2.6383e-02,\n", + " -2.6616e-03, -5.5641e-02, 5.5132e-03, 4.8515e-02, -2.0699e-02,\n", + " -4.8632e-02, -1.2423e-02, -2.6394e-02, 2.8775e-02, -4.2829e-02,\n", + " -2.0257e-02, 8.3192e-04, 4.5793e-02, -3.6889e-02, 1.2170e-02,\n", + " 8.9789e-03, 9.9276e-03, -5.8261e-03, 3.7888e-02, -8.6526e-03,\n", + " -5.9322e-03, -3.5998e-03, -5.3857e-03, -1.5980e-02, 9.9417e-02,\n", + " -9.0067e-02, -4.6854e-02, -3.7905e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8742, 0.8706, 0.7915, 0.7595, 0.9224, 0.8445, 0.8532, 0.8569, 0.8421,\n", + " 0.8229, 0.7422, 0.6822, 0.7783, 0.7567, 0.8391, 0.8450, 0.7797, 0.7830,\n", + " 0.9127, 0.8371, 0.8571, 0.7927, 0.8307, 0.8820, 0.7855, 0.8957, 0.7591,\n", + " 0.8718, 0.7878, 0.8350, 0.8610, 0.7771, 0.8634, 0.8458, 0.8442, 0.8601,\n", + " 0.8424, 0.8067, 0.8565, 0.8412, 0.8503, 0.8805, 0.8780, 0.8435, 0.7906,\n", + " 0.7628, 0.9501, 0.8636, 0.8851, 0.8454, 0.8912, 0.8351, 0.9049, 0.7563,\n", + " 0.8250, 0.7826, 0.8182, 0.7070, 0.8028, 0.7404, 0.8376, 0.7333, 0.7212,\n", + " 0.7898, 0.8234, 0.8341, 0.8192, 0.8594, 0.8030, 0.8848, 0.8729, 0.8908,\n", + " 0.8324, 0.7495, 0.8646, 0.7457, 0.8090, 0.7369, 0.7608, 0.8042, 0.8352,\n", + " 0.8813, 0.9096, 0.8153, 0.6590, 0.7578, 0.8149, 0.8025, 0.8442, 0.8797,\n", + " 0.8204, 0.8248, 0.8654, 0.7549, 0.7939, 0.7806, 0.7259, 0.7672, 0.8263,\n", + " 0.8593, 0.9033, 0.8954, 0.8615, 0.7968, 0.7549, 0.6647, 0.7691, 0.8833,\n", + " 0.8285, 0.7983, 0.8311, 0.7893, 0.7821, 0.8382, 0.8391, 0.7853, 0.7990,\n", + " 0.8612, 0.8488, 0.8005, 0.8187, 0.7255, 0.7692, 0.7733, 0.7095, 0.7993,\n", + " 0.8277, 0.7521, 0.8435, 0.7821, 0.8648, 0.7955, 0.6887, 0.8512, 0.8251,\n", + " 0.8696, 0.8123, 0.7644, 0.8271, 0.6795, 0.8820, 0.8848, 0.8754, 0.9218,\n", + " 0.7805, 0.7063, 0.8623, 0.8005, 0.8548, 0.8355, 0.7796, 0.8098, 0.7208,\n", + " 0.8715, 0.8474, 0.7715, 0.8335, 0.7731, 0.8838, 0.6790, 0.8499, 0.8608,\n", + " 0.7732, 0.9097, 0.7869, 0.8834, 0.8442, 0.7643, 0.7676, 0.8513, 0.8392,\n", + " 0.8126, 0.7639, 0.8652, 0.8967, 0.7696, 0.7491, 0.8106, 0.7832, 0.8119,\n", + " 0.7602, 0.8817, 0.8108, 0.8725, 0.8759, 0.8410, 0.9012, 0.8330, 0.8760,\n", + " 0.8228, 0.8419, 0.9283, 0.8720, 0.7790, 0.8465, 0.8660, 0.8480, 0.8047,\n", + " 0.8156, 0.7114, 0.8452, 0.8114, 0.7014, 0.7856, 0.7785, 0.8279, 0.8170,\n", + " 0.7640, 0.8470, 0.7927, 0.7429, 0.8660, 0.8057, 0.8439, 0.8074, 0.6624,\n", + " 0.7288, 0.9173, 0.7916, 0.7921, 0.8555, 0.8610, 0.8390, 0.7464, 0.8252,\n", + " 0.6929, 0.7881, 0.7619, 0.8433, 0.8920, 0.8172, 0.8403, 0.8299, 0.8530,\n", + " 0.8228, 0.8199, 0.7983, 0.7594, 0.8543, 0.7667, 0.7394, 0.8494, 0.8489,\n", + " 0.7709, 0.7868, 0.6926, 0.7687, 0.7939, 0.7712, 0.7460, 0.7924, 0.9201,\n", + " 0.8243, 0.8110, 0.8769, 0.8132, 0.7753, 0.7926, 0.7558, 0.7842, 0.8867,\n", + " 0.7854, 0.8586, 0.8022, 0.7588, 0.8059, 0.8177, 0.8049, 0.7878, 0.8598,\n", + " 0.8082, 0.8269, 0.8307, 0.7816, 0.8612, 0.8523, 0.6922, 0.8105, 0.7777,\n", + " 0.8507, 0.7672, 0.8822, 0.8740, 0.7007, 0.8394, 0.7765, 0.8771, 0.8935,\n", + " 0.7880, 0.8643, 0.7821, 0.7464, 0.8781, 0.8316, 0.8422, 0.7411, 0.7462,\n", + " 0.8319, 0.8680, 0.8409, 0.9301, 0.8380, 0.8515, 0.8370, 0.9871, 0.8251,\n", + " 0.7899, 0.8813, 0.9003, 0.8455, 0.7966, 0.6880, 0.8204, 0.8119, 0.8549,\n", + " 0.7846, 0.8735, 0.8426, 0.8237, 0.6502, 0.8312, 0.8120, 0.7962, 0.8729,\n", + " 0.8504, 0.8479, 0.7438, 0.8267, 0.8497, 0.8218, 0.7572, 0.6613, 0.8101,\n", + " 0.9096, 0.9058, 0.8072, 0.7877, 0.8749, 0.8686, 0.8128, 0.7603, 0.9434,\n", + " 0.7391, 0.8317, 0.7337, 0.7035, 0.8579, 0.8406, 0.8283, 0.9067, 0.8295,\n", + " 0.8537, 0.8595, 0.6476, 0.8600, 0.8353, 0.7895, 0.7721, 0.8004, 0.8137,\n", + " 0.8573, 0.7628, 0.7840, 0.7888, 0.8355, 0.8721, 0.7735, 0.8153, 0.8347,\n", + " 0.7596, 0.8336, 0.8168, 0.8737, 0.8318, 0.8871, 0.8848, 0.8656, 0.7969,\n", + " 0.7990, 0.9082, 0.8330, 3.3634, 0.8581, 0.8947, 0.8201, 0.8336, 0.8389,\n", + " 0.8876, 0.8424, 0.8254, 0.7774, 0.8138, 0.8262, 0.7721, 0.8589, 0.8759,\n", + " 0.8408, 0.7871, 0.8417, 0.8640, 0.7772, 0.7035, 0.7515, 0.8229, 0.7483,\n", + " 0.7748, 0.8444, 0.7969, 0.8564, 0.8676, 0.8175, 0.8222, 0.8948, 0.8486,\n", + " 0.7743, 0.7809, 0.8099, 0.8058, 0.8270, 0.7409, 0.8143, 0.7306, 0.8507,\n", + " 0.7844, 0.8089, 0.8119, 0.8071, 0.8077, 0.8396, 0.7949, 0.8203, 0.7958,\n", + " 0.8204, 0.7811, 0.8558, 0.9097, 0.8101, 0.7816, 0.8528, 0.8314, 0.8014,\n", + " 0.8585, 0.8005, 0.6590, 0.8192, 0.8719, 0.9241, 0.7866, 0.8415, 0.7909,\n", + " 0.8366, 0.8686, 0.8967, 0.8153, 0.9138, 0.8828, 0.7999, 0.8375, 0.7892,\n", + " 0.8604, 0.8115, 0.7749, 0.8478, 0.8762, 0.8683, 0.7459, 0.7498, 0.8132,\n", + " 0.7425, 0.7776, 0.9298, 0.7249, 0.8224, 0.8406, 0.7667, 0.8309, 0.7886,\n", + " 0.8780, 0.8305, 0.8109, 0.8382, 0.8353, 0.7046, 0.8225, 0.7973, 0.8246,\n", + " 0.8343, 0.8352, 0.7639, 0.8442, 0.8686, 0.8338, 0.8009, 0.9060, 0.8574,\n", + " 0.7957, 0.7103, 0.7729, 0.8840, 0.8009, 0.7703, 0.8694, 0.7686, 0.8222,\n", + " 0.7798, 0.8688, 0.7718, 0.8135, 0.8574, 0.8361, 0.7410, 0.7653, 0.7890,\n", + " 0.7976, 0.8331, 0.8829, 0.8479, 0.6464, 0.8896, 0.7900, 0.8774, 0.7634,\n", + " 0.8850, 0.7892, 0.8215, 0.8134, 0.7795, 0.8353, 0.8394, 0.7434, 0.8147,\n", + " 0.7849, 0.8778, 0.8216, 0.8699, 0.7895, 0.8332, 0.7969, 0.7647, 0.9407,\n", + " 0.8012, 0.7328, 0.8521, 0.7999, 0.8750, 0.8686, 0.8167, 0.7896, 0.8458,\n", + " 0.8165, 0.8841, 0.7564, 0.8430, 0.8745, 0.8657, 0.8414, 0.8202, 0.7863,\n", + " 0.8679, 0.8429, 0.8433, 0.8058, 0.8027, 0.8861, 0.8141, 0.8327, 0.7534,\n", + " 0.8534, 0.8196, 0.8460, 0.7719, 0.8254, 0.8328, 0.7174, 0.8005, 0.8272,\n", + " 0.8237, 0.7130, 0.8870, 0.8702, 0.8095, 0.8647, 0.8607, 0.7713, 0.8326,\n", + " 0.8113, 0.9605, 0.8666, 0.7768, 0.8452, 0.8857, 0.8291, 0.8966, 0.7931,\n", + " 0.7571, 0.8018, 0.8181, 0.8325, 0.8596, 0.8266, 0.7767, 0.8910, 0.8854,\n", + " 0.7922, 0.8448, 0.7875, 0.9236, 0.7562, 0.8417, 0.8180, 0.8185, 0.7692,\n", + " 0.8637, 0.7508, 0.6709, 0.7953, 0.7818, 0.8895, 0.8453, 0.7848, 0.7871,\n", + " 0.8054, 0.8817, 0.8508, 0.8341, 0.8214, 0.8471, 0.8060, 0.7931, 0.8855,\n", + " 0.7967, 0.7501, 0.7977, 0.8524, 0.8393, 0.7816, 0.8424, 0.8449, 0.7513,\n", + " 0.8308, 0.8503, 0.7837, 0.8207, 0.7546, 0.8841, 0.8259, 0.8116, 0.8446,\n", + " 0.7752, 0.8112, 0.9094, 0.8270, 0.8270, 0.7956, 0.6856, 0.7839, 0.7819,\n", + " 0.8362, 0.8408, 0.8019, 0.8705, 0.9095, 0.8903, 0.8952, 0.8285, 0.7812,\n", + " 0.8781, 0.8224, 0.8101, 0.8002, 0.6754, 0.8520, 0.8435, 0.7775, 0.8491,\n", + " 0.8365, 0.8525, 0.8197, 0.8797, 0.8596, 0.8809, 0.9051, 0.8205, 0.8153,\n", + " 0.8701, 0.8441, 0.7449, 0.8517, 0.8928, 0.8239, 0.8124, 0.8054, 0.8222,\n", + " 0.8844, 0.8406, 0.8479, 0.8032, 0.7365, 0.7840, 0.6837, 0.9191, 0.8627,\n", + " 0.7827, 0.7864, 0.8427, 0.7638, 0.7736, 0.7977, 0.8816, 0.8444, 0.7238,\n", + " 0.8052, 0.8148, 0.8003, 0.7758, 0.8781, 0.8220, 0.8125, 0.8694, 0.7638,\n", + " 0.6692, 0.8202, 0.8858, 0.8224, 0.8404, 0.8863, 0.8180, 0.8190, 0.8127,\n", + " 0.8383, 0.8318, 0.8400, 0.8538, 0.9363, 0.8061, 0.7673, 0.8749, 0.8193,\n", + " 0.8827, 0.7328, 0.8170, 0.8441, 0.8664, 0.8283, 0.7531, 0.8355, 0.7835,\n", + " 0.8076, 0.8409, 0.8717, 0.8975, 0.8484, 0.7663, 0.8446, 0.8345, 0.7717,\n", + " 0.7996, 0.8722, 0.8174, 0.6842, 0.8522, 0.8086, 0.7876, 0.8423, 0.8231,\n", + " 0.7645, 0.7922, 0.8778], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.8268e-02, 4.4276e-02, 5.6783e-02, -4.7591e-02, 1.6136e-01,\n", + " -2.6716e-02, 1.7337e-01, 9.8786e-02, -1.6353e-02, -9.7341e-02,\n", + " 4.8042e-02, 7.7096e-02, -1.6100e-01, 2.1559e-02, 1.0660e-03,\n", + " 2.9267e-01, 1.5741e-01, 1.1006e-01, -8.4956e-02, 1.6614e-02,\n", + " 1.8766e-01, -1.2081e-01, 6.8637e-03, 2.7939e-01, 1.1396e-01,\n", + " 1.0982e-01, -5.4954e-03, -5.1910e-02, -2.8676e-01, 1.2391e-01,\n", + " -4.1713e-02, -5.9358e-02, 1.8512e-01, -3.6515e-02, 2.4761e-02,\n", + " 8.1520e-02, -1.7233e-01, -8.6288e-02, -3.6852e-02, -1.3840e-01,\n", + " -1.4638e-01, -1.5844e-01, -1.2759e-01, 1.5428e-01, -2.4942e-02,\n", + " -1.5789e-01, 3.5075e-02, 7.0320e-02, -1.0181e-01, -9.3846e-02,\n", + " -6.0247e-02, -1.0749e-01, 2.5149e-01, -1.5908e-01, 1.3973e-01,\n", + " 1.4689e-01, 7.5141e-02, -2.6053e-01, -4.2137e-02, -1.3690e-01,\n", + " 7.5296e-02, 7.8063e-02, -4.5173e-02, 4.6669e-02, -8.9273e-02,\n", + " 7.6568e-02, -8.2824e-02, 3.6501e-02, -5.6920e-03, -1.7847e-01,\n", + " -6.3578e-02, 7.4202e-02, -5.4559e-02, -1.9573e-01, 8.4951e-02,\n", + " -3.1908e-02, -1.0666e-01, 6.8259e-02, 9.3664e-02, 9.7941e-02,\n", + " 4.3357e-02, -3.5638e-02, 1.1909e-01, 2.0871e-01, 2.3439e-03,\n", + " -1.6842e-01, 1.1458e-01, -1.0271e-01, -2.0387e-01, -1.0699e-02,\n", + " -1.9424e-01, -2.3220e-01, 3.7621e-01, -4.3973e-02, 1.0098e-01,\n", + " -8.4324e-02, 1.0339e-01, 7.9633e-02, 1.1059e-02, -6.3272e-02,\n", + " -5.1921e-02, -6.1275e-02, 1.7479e-01, -6.7259e-02, -5.0341e-02,\n", + " -1.0619e-03, -2.0729e-02, -1.3634e-01, -1.9683e-01, -3.2036e-02,\n", + " -1.3236e-01, -5.7521e-02, -3.4630e-01, -6.4637e-02, 3.6494e-02,\n", + " 1.7505e-02, -2.6015e-02, -1.2163e-02, -8.1621e-02, -9.3776e-03,\n", + " -6.5891e-02, -8.7841e-02, 1.0725e-02, 1.2659e-01, 1.2424e-01,\n", + " -2.2254e-01, -1.6078e-02, 1.9209e-01, -1.3527e-01, -5.6404e-02,\n", + " -6.6353e-02, -5.4212e-02, -1.0381e-01, 3.4605e-02, -3.0050e-01,\n", + " -4.5255e-02, 8.9341e-02, 1.1804e-01, 9.5022e-03, -1.0324e-01,\n", + " -3.0620e-02, 1.3307e-02, 1.3261e-02, 9.4517e-02, 1.2996e-01,\n", + " -1.7492e-01, -5.9026e-02, -2.6309e-02, -1.7795e-01, 2.0803e-01,\n", + " -1.5328e-01, 1.7577e-01, -1.2653e-01, -3.9010e-02, -3.5661e-02,\n", + " 3.3999e-02, 2.5544e-02, -1.6806e-02, 8.2910e-02, -9.1002e-02,\n", + " -1.5496e-02, -1.5013e-01, -4.5431e-02, -1.2167e-01, -2.3623e-02,\n", + " 5.2435e-02, 2.1404e-01, 6.9965e-02, -2.8291e-01, -1.4104e-01,\n", + " -9.4718e-02, -8.2851e-02, -1.1222e-01, 4.4198e-02, -7.8396e-02,\n", + " 3.3971e-01, 1.8752e-02, -4.4763e-02, 9.4552e-02, -1.0529e-01,\n", + " -7.5466e-02, 3.6245e-02, -1.1586e-01, 2.9750e-03, 6.8061e-02,\n", + " -1.5763e-01, 3.4784e-02, 1.2822e-01, 3.6380e-02, -9.1957e-02,\n", + " -1.2504e-01, -2.4507e-01, 2.5012e-01, -1.6512e-01, 1.2243e-01,\n", + " 1.1731e-02, 6.0062e-03, 3.2122e-01, 4.8764e-02, 2.6239e-02,\n", + " -1.5216e-01, -3.0201e-02, 8.7813e-02, -2.5850e-01, -8.8874e-02,\n", + " -5.3887e-02, 1.0036e-02, -5.7196e-02, 1.3768e-01, 9.6501e-02,\n", + " -1.6174e-01, -1.2477e-01, 1.1353e-02, 2.7988e-01, -1.0664e-01,\n", + " -1.8549e-01, -2.0121e-01, -1.5777e-01, 4.3846e-01, -2.8523e-01,\n", + " 9.3301e-02, 2.0301e-01, -9.2839e-02, 3.9086e-02, -1.2385e-01,\n", + " 2.4979e-01, 2.3708e-02, -1.5108e-01, 8.3141e-02, -3.5331e-03,\n", + " -1.7984e-01, 1.9994e-03, 2.6601e-01, -1.4723e-01, -4.1575e-02,\n", + " 1.3083e-01, -8.3399e-02, 8.3065e-03, 7.0052e-02, -2.5480e-01,\n", + " 6.9214e-02, 8.1520e-02, -2.0864e-01, 2.0148e-01, 2.5747e-02,\n", + " -7.8647e-02, -1.0126e-02, -1.3787e-02, -1.5976e-01, -8.8022e-02,\n", + " -1.3740e-01, 3.4907e-01, 6.0001e-02, -1.2469e-02, 1.3836e-01,\n", + " -1.3186e-01, -1.7634e-01, -9.6318e-02, 3.3908e-02, 3.0317e-02,\n", + " 2.4922e-02, -4.9435e-02, -6.0610e-02, -5.5831e-02, -1.4417e-02,\n", + " -3.5476e-01, -1.3866e-03, -5.5342e-02, -7.4446e-02, -1.1136e-01,\n", + " -3.7768e-02, 4.0438e-02, -1.4194e-01, 1.3208e-01, 3.3465e-02,\n", + " -6.6132e-02, 1.4698e-02, -1.5118e-02, -6.6952e-02, -1.4034e-01,\n", + " 5.3979e-02, 1.2093e-01, -1.2158e-01, -4.5033e-02, -1.3276e-01,\n", + " 4.0652e-02, 1.1958e-01, -7.1177e-02, -2.3218e-01, 1.8437e-02,\n", + " -4.1149e-02, -6.6646e-03, -1.2588e-01, -8.9321e-02, 1.6280e-01,\n", + " 6.0108e-03, 7.9002e-02, 1.4609e-01, 2.2289e-01, -1.2587e-01,\n", + " -1.0448e-01, 1.1856e-01, -7.2612e-02, -2.2706e-02, 3.1659e-01,\n", + " -1.5246e-01, -6.7406e-02, -8.6253e-02, -5.6389e-01, -1.5100e-01,\n", + " -5.1388e-02, -9.4064e-02, 1.1220e-01, 1.0446e-01, -1.6443e-02,\n", + " 4.5157e-02, -8.3340e-02, -4.9264e-02, -1.4150e-01, 7.8216e-02,\n", + " -1.9172e-01, 8.6144e-02, 1.3987e-01, -3.2545e-01, -8.4355e-02,\n", + " -1.0346e-01, 3.4998e-02, 1.4397e-02, -9.1520e-02, -1.2840e-01,\n", + " 9.2272e-02, -6.9746e-02, -5.2818e-02, 1.9239e-01, -1.9417e-01,\n", + " -2.1014e-03, -1.4803e-01, -9.9406e-02, -5.3005e-02, -2.2686e-01,\n", + " 1.2517e-01, 2.6623e-02, 1.3905e-01, 8.6167e-02, -4.1232e-02,\n", + " -2.8962e-01, 3.2187e-02, -2.6401e-01, 1.3374e-03, -2.3567e-01,\n", + " -1.8503e-01, -2.2663e-01, 2.7782e-04, 8.6231e-03, -3.9813e-02,\n", + " -1.4127e-01, -3.8811e-02, 8.9442e-02, -2.9726e-02, 1.2284e-01,\n", + " -2.4176e-02, -4.1873e-02, 3.8731e-02, 1.1997e-02, 1.1626e-01,\n", + " -7.5114e-03, -1.1712e-01, 1.6217e-01, -1.1859e-01, -4.4971e-02,\n", + " -8.9147e-02, -1.1365e-01, -4.2771e-02, -2.0340e-01, -2.7154e-01,\n", + " -5.7725e-02, 4.4303e-02, -1.5249e-01, -2.4284e-01, 5.7491e-03,\n", + " -5.5762e-02, -2.0484e+00, -6.0178e-02, -1.7351e-01, 5.5744e-02,\n", + " -9.7892e-02, -2.3720e-01, 9.6660e-03, -4.3097e-02, -1.6294e-01,\n", + " 2.3769e-02, 3.0890e-02, 2.5946e-02, -7.0973e-02, -1.2905e-02,\n", + " -1.3035e-01, -2.7947e-01, -1.3301e-01, 3.0920e-02, -1.9128e-01,\n", + " -1.2652e-01, -1.0617e-01, 6.7705e-02, -9.6890e-02, -2.5993e-01,\n", + " -2.1838e-01, -1.9038e-02, -1.5787e-01, 1.3233e-01, -1.0564e-01,\n", + " -1.1181e-01, -1.7376e-01, -1.0348e-02, 1.6123e-02, -9.7438e-02,\n", + " 1.7677e-01, -1.0880e-01, -1.8208e-01, 2.6175e-02, -5.0911e-02,\n", + " -8.0408e-02, -3.5280e-01, -1.6439e-03, -1.1595e-01, -1.0296e-01,\n", + " 5.9526e-02, -3.0105e-02, -2.3980e-01, -1.9466e-01, 5.1443e-02,\n", + " -1.3634e-02, -2.0180e-01, -1.4303e-01, 2.4293e-01, -1.4119e-01,\n", + " 6.6241e-02, -2.5119e-02, -2.2634e-01, 4.9455e-02, -3.5843e-02,\n", + " 9.3880e-02, -2.9561e-02, 2.1177e-02, 8.8282e-02, -3.4878e-02,\n", + " -1.0529e-01, -8.5900e-02, 5.5853e-02, -6.7429e-02, -2.4318e-01,\n", + " -7.0433e-02, -5.6187e-02, -1.7537e-02, -9.2450e-02, 5.5404e-02,\n", + " 1.1693e-01, 2.1411e-03, 1.0852e-01, -1.6258e-01, -8.9486e-02,\n", + " 3.3185e-02, -3.9967e-01, -8.6833e-02, 1.0122e-01, 7.9135e-02,\n", + " -4.8679e-02, 3.5908e-02, -2.0967e-01, 3.0276e-02, -3.0248e-02,\n", + " -1.8635e-02, -2.2179e-02, 3.0483e-02, -1.2172e-02, -1.5896e-02,\n", + " -5.1308e-02, 7.9169e-03, -3.1560e-03, -2.3369e-01, -1.8727e-01,\n", + " -1.8138e-02, 1.5583e-01, -1.5750e-01, -1.7268e-01, -7.2275e-02,\n", + " -1.1359e-01, 1.0372e-01, 9.5279e-02, -2.3700e-01, 6.7927e-02,\n", + " -5.4689e-02, -6.6795e-02, -7.8034e-03, 5.1142e-02, 4.1345e-02,\n", + " -5.0390e-02, -4.8646e-02, -5.1691e-02, -1.4760e-02, -3.1041e-02,\n", + " 5.9051e-02, 2.0838e-01, -1.7838e-01, -1.8990e-01, -1.2479e-02,\n", + " 8.9026e-02, 2.7359e-02, -1.0191e-02, -2.6955e-01, -1.6075e-01,\n", + " -1.0076e-01, -1.2747e-01, -5.9050e-02, -5.4247e-02, -3.2529e-02,\n", + " 3.0500e-01, -6.4284e-02, 6.8344e-02, -1.1188e-01, -2.5651e-02,\n", + " -9.5037e-02, 1.6071e-02, 9.5468e-02, -6.5318e-02, -1.7407e-02,\n", + " -9.1978e-02, -1.6614e-01, -6.4525e-02, -5.0356e-02, 1.9642e-01,\n", + " 2.4656e-01, -1.2083e-01, -1.9730e-01, -4.6121e-02, 2.3815e-02,\n", + " -2.8763e-01, -3.8729e-02, -2.4116e-02, 1.9294e-02, -2.5607e-01,\n", + " 6.0059e-02, -4.0951e-02, 3.9169e-02, -7.8183e-02, 5.9337e-04,\n", + " -8.9413e-02, -1.5221e-01, -7.1792e-02, 2.0419e-01, 1.6194e-01,\n", + " -1.8657e-01, -5.6089e-02, 8.5113e-02, -2.9219e-02, -8.0909e-02,\n", + " -1.1971e-01, -8.0849e-02, 1.6673e-01, 6.3270e-03, -1.8537e-01,\n", + " -1.0277e-01, -1.1674e-01, -3.2493e-02, -1.4575e-01, -1.9211e-01,\n", + " 3.4198e-02, 1.4530e-01, -6.4132e-02, 2.3739e-02, -3.8200e-02,\n", + " -1.3475e-02, 2.5719e-02, 9.7640e-02, 7.7657e-02, -1.7459e-01,\n", + " 2.7276e-02, -1.9434e-02, -3.2010e-01, 7.3161e-02, -3.0124e-01,\n", + " -1.8524e-01, 9.7382e-02, 1.1597e-01, -8.5432e-02, -4.8757e-02,\n", + " -1.6589e-01, 3.1417e-01, -1.0791e-01, -1.5835e-01, 3.9003e-03,\n", + " -1.8781e-02, -4.5276e-02, 1.4544e-01, 4.4114e-02, 5.0566e-02,\n", + " -1.6837e-01, -5.6981e-02, 1.1292e-02, -1.2216e-01, 3.7134e-02,\n", + " -1.5265e-02, 1.0105e-02, -2.1152e-01, 4.4661e-02, 7.5812e-02,\n", + " 1.5040e-01, 4.2573e-02, -6.6854e-02, -5.5766e-02, -1.1715e-02,\n", + " 2.4275e-02, -1.1002e-01, -1.6192e-02, 5.5343e-02, -1.1090e-01,\n", + " 1.0976e-02, -4.9886e-02, 3.3283e-02, -9.2426e-02, -9.7246e-02,\n", + " 2.4438e-01, 2.7026e-02, -4.9492e-02, 1.9705e-01, -6.5251e-02,\n", + " 1.1531e-01, 2.2064e-01, -1.6844e-01, 2.1337e-02, -6.3539e-02,\n", + " 6.5378e-02, 9.7468e-02, 1.6086e-01, 2.1043e-01, -8.2199e-02,\n", + " -2.1462e-02, 5.7733e-02, -3.4789e-02, 1.2938e-01, -6.9835e-02,\n", + " -1.2751e-01, 9.4966e-02, -7.0440e-04, -1.8504e-01, -9.7284e-03,\n", + " -1.7465e-01, 4.4449e-02, 6.8175e-02, 2.6017e-02, 2.0283e-01,\n", + " 5.1417e-02, 1.1998e-01, 2.2961e-01, 1.5199e-01, -2.1730e-01,\n", + " -1.0882e-01, 1.5819e-01, 1.2677e-02, 7.7333e-02, -1.5196e-01,\n", + " -2.0030e-02, -1.6815e-01, 2.8220e-05, -1.4256e-01, -3.0758e-03,\n", + " -7.1610e-02, 3.0683e-02, 2.1486e-01, 5.1699e-02, 1.4317e-01,\n", + " 1.3573e-01, -7.2106e-02, -2.9970e-01, 8.5391e-02, 7.7219e-02,\n", + " -1.6371e-01, 1.9799e-01, 2.7386e-02, -7.1478e-02, -1.2126e-02,\n", + " -8.9737e-02, -8.5347e-02, 1.4199e-01, 6.1397e-03, -7.6073e-02,\n", + " 2.0152e-02, 2.9340e-02, 1.1531e-01, -2.3834e-01, -8.1233e-02,\n", + " -9.7873e-02, -3.1257e-02, 9.0707e-02, -2.5569e-02, -5.6624e-02,\n", + " 8.3951e-02, -1.7097e-01, 4.8173e-02, -1.9606e-01, -4.9548e-02,\n", + " 1.1117e-01, 3.0434e-02, -1.5272e-01, 5.3138e-02, 5.9988e-02,\n", + " 1.1033e-01, 8.7653e-02, 3.7318e-02, -2.5699e-02, 2.7871e-02,\n", + " 8.9237e-02, 1.4625e-02, 2.2827e-01, -1.2385e-02, -8.7442e-02,\n", + " 9.6131e-02, -2.9917e-02, 4.2278e-03, 1.0227e-02, -7.8839e-02,\n", + " -1.0954e-01, 4.7135e-02, -1.5765e-01, -1.3107e-01, 1.7482e-01,\n", + " -1.2868e-01, 1.1598e-02, -7.7091e-02, -5.2503e-02, -8.4464e-03,\n", + " 1.3035e-01, 7.8458e-02, -3.6364e-02, -2.6009e-02, 2.8693e-01,\n", + " -1.2584e-01, -1.9092e-02, 2.8566e-01, -4.6883e-02, -1.0753e-02,\n", + " 1.7076e-02, 2.5229e-02, -5.8726e-02, -1.0248e-01, -1.0920e-01,\n", + " 1.2650e-01, -4.0981e-02, -6.7747e-02, 6.3172e-02, 1.0677e-01,\n", + " -1.1568e-01, -3.6971e-02, -3.8060e-02, 1.7460e-01, -2.7730e-01,\n", + " 6.3047e-02, -4.0602e-02, 1.2599e-01, -7.0001e-02, -5.4202e-02,\n", + " -2.6306e-02, 1.3636e-02, -1.6198e-03, -4.4283e-02, -2.2699e-01,\n", + " 1.0663e-01, 2.5218e-02, -1.5580e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1247, -0.0864, -0.0621, ..., -0.0337, -0.2285, -0.0600],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.2826e-02, 3.7007e-02, 6.1424e-02, -4.7872e-02, 2.9582e-02,\n", + " -5.2047e-02, 5.0022e-02, 8.3919e-02, -8.3501e-02, -1.3265e-02,\n", + " 1.7956e-02, 1.0609e-01, -9.4891e-02, -6.9952e-04, -3.9294e-02,\n", + " 2.9763e-02, 1.6481e-01, 7.4328e-02, -3.6701e-02, 5.0113e-02,\n", + " 1.1828e-02, 5.8343e-02, -1.8305e-02, -2.6535e-02, -5.1772e-02,\n", + " 9.8980e-02, -3.5171e-02, 3.9683e-02, -6.4082e-02, 5.0300e-02,\n", + " 5.3738e-02, 4.6462e-02, 4.1017e-02, -4.9930e-02, -4.7729e-02,\n", + " 3.6792e-02, -1.1037e-01, 3.4954e-03, -7.1676e-02, -1.4181e-01,\n", + " -7.7866e-03, -9.0638e-02, 7.5500e-02, -5.7499e-03, 5.0551e-02,\n", + " 4.7889e-02, -4.8033e-03, 1.5124e-01, -1.4987e-03, -2.8720e-02,\n", + " -3.8443e-02, 5.1623e-02, 6.9993e-02, -3.2141e-02, 1.2470e-01,\n", + " 7.1988e-03, 1.4936e-01, -2.0718e-01, -6.5919e-03, -1.5511e-01,\n", + " 5.4043e-02, 1.9661e-01, 1.9487e-03, -4.4993e-02, -5.1819e-04,\n", + " 3.8990e-02, -2.7394e-02, 3.4552e-02, -9.7296e-02, 2.1661e-03,\n", + " -5.7854e-02, 7.4308e-02, -4.3647e-02, -1.9613e-02, -2.3248e-03,\n", + " -4.0260e-02, -2.7188e-02, -9.1072e-02, 2.6898e-02, 7.9955e-02,\n", + " 8.6962e-02, 1.3546e-02, 8.0270e-02, -2.2653e-02, 8.5515e-03,\n", + " -6.8632e-02, -9.4840e-02, 1.1508e-02, -3.9379e-02, 9.5349e-02,\n", + " -4.8081e-02, -1.5300e-01, 5.4214e-02, -1.3249e-01, -1.1082e-02,\n", + " -4.7941e-02, 1.3636e-01, -5.1757e-02, 6.7503e-02, -6.0107e-02,\n", + " -2.0796e-02, -1.0387e-01, 4.4317e-02, -4.7364e-02, 2.9696e-02,\n", + " 8.9301e-02, 1.2846e-01, -3.4540e-02, -8.1783e-02, -7.1035e-02,\n", + " -4.0059e-02, 6.6576e-03, 7.4161e-02, -3.2121e-02, -5.3814e-02,\n", + " 4.7131e-02, -2.9290e-02, -6.8198e-02, -4.8885e-02, 7.1570e-03,\n", + " -7.6551e-02, 5.8702e-02, 6.0184e-02, 1.2078e-01, 8.9256e-02,\n", + " -1.6379e-01, 3.7217e-02, 9.6101e-03, -2.7902e-02, -3.1598e-02,\n", + " 1.5684e-02, -5.0132e-02, -1.0301e-01, -3.0634e-02, 6.5816e-03,\n", + " -6.1244e-02, 1.0456e-01, 5.0708e-02, -2.8984e-02, 4.0416e-03,\n", + " -6.6176e-02, 6.4055e-02, 2.7052e-02, 5.0584e-02, 5.8834e-02,\n", + " -2.8216e-04, 3.4779e-02, -2.0433e-02, -1.7222e-01, 9.4437e-02,\n", + " -1.4411e-01, 8.8641e-02, -3.9088e-02, 1.0715e-02, -1.4867e-01,\n", + " 4.3960e-02, 5.5079e-02, 5.1457e-02, -1.0760e-01, 7.0202e-02,\n", + " -4.0151e-03, -3.5051e-02, -2.8107e-02, -2.7342e-02, 3.4565e-02,\n", + " 5.6638e-02, 6.8162e-02, -1.8073e-03, -6.8655e-02, 3.3832e-02,\n", + " 7.6676e-02, 3.6944e-02, -3.9555e-02, -5.1971e-02, 1.9898e-02,\n", + " 1.7898e-02, 1.1721e-01, -1.6156e-03, -7.4489e-02, -3.6949e-02,\n", + " -2.1817e-02, -1.0579e-02, -8.7979e-02, -3.1988e-02, -4.0105e-02,\n", + " -3.2151e-02, -2.9435e-02, -7.3201e-02, 5.2101e-02, -9.2219e-03,\n", + " -2.2755e-02, 5.7907e-02, 5.4411e-02, -4.2175e-02, 5.2000e-03,\n", + " -3.7530e-02, -1.8539e-03, 9.1276e-02, -5.9494e-02, -5.2717e-02,\n", + " -1.1405e-01, -6.2445e-02, 1.0423e-01, -1.2356e-01, 4.4251e-02,\n", + " 1.0780e-01, 1.8709e-03, 4.5584e-02, -2.3524e-02, -3.1276e-02,\n", + " -7.3714e-03, -2.1414e-02, 7.8218e-02, 2.0955e-01, -2.5698e-02,\n", + " 1.0771e-02, -4.9564e-02, 4.2441e-02, 1.7107e-01, -1.5721e-02,\n", + " 1.0119e-01, 4.3089e-02, -5.9793e-02, -6.4409e-02, -5.3740e-02,\n", + " 2.0261e-01, -1.8627e-02, -1.5012e-02, 1.0258e-01, 9.8011e-03,\n", + " -1.0580e-01, 6.9541e-02, 5.8714e-02, -9.1362e-03, -7.3589e-02,\n", + " -1.0049e-02, -1.0400e-02, 5.0250e-02, 1.6801e-02, -3.2783e-02,\n", + " 1.0540e-01, 6.2250e-03, -7.6889e-02, 3.6498e-04, 2.3695e-02,\n", + " 1.4908e-01, -1.0490e-01, -1.3214e-01, -9.5280e-02, 4.1428e-02,\n", + " -5.4318e-02, -1.2622e-02, 7.1687e-02, 2.7559e-02, 1.0220e-01,\n", + " -1.9395e-02, 3.1198e-02, -5.0164e-02, 7.8030e-02, 2.5154e-02,\n", + " 3.2256e-02, -2.3136e-02, -4.2477e-02, 6.7304e-02, 5.7694e-02,\n", + " -1.8031e-01, -7.0671e-02, -6.0428e-02, 7.6772e-02, 1.8485e-02,\n", + " -4.3719e-02, 1.2936e-01, -1.0552e-01, 1.0450e-01, 5.9078e-03,\n", + " -1.1825e-01, -8.1681e-02, 5.9053e-02, 5.8558e-02, -6.2394e-02,\n", + " -8.0754e-03, 6.1893e-02, -6.6392e-02, 5.6420e-02, -4.9687e-03,\n", + " -1.6899e-02, -1.3306e-02, 4.0643e-02, -1.2509e-02, -1.4862e-02,\n", + " 4.9347e-03, -2.9317e-02, -8.6383e-02, -6.5387e-02, 8.2754e-02,\n", + " 2.9619e-03, 5.6546e-02, 4.0776e-02, 2.1958e-02, -5.8675e-02,\n", + " 1.9568e-02, 1.8500e-02, -1.4642e-02, 1.7753e-01, 6.0809e-03,\n", + " -5.5054e-02, -5.8333e-02, -9.5174e-03, -6.3247e-01, -9.7674e-02,\n", + " -5.7559e-02, -1.0443e-01, 6.5422e-02, -2.6605e-02, 6.1517e-03,\n", + " 7.4603e-02, -3.7181e-03, -7.5623e-02, 6.4929e-02, 4.4930e-02,\n", + " 2.1853e-02, 7.3287e-02, -1.4077e-02, -1.5153e-01, 3.7813e-04,\n", + " -1.3552e-01, 3.2798e-02, 5.9194e-02, -6.9047e-02, -3.2710e-02,\n", + " 1.3746e-01, -2.1301e-02, -1.0047e-01, 6.2123e-02, -2.6945e-02,\n", + " 1.1069e-01, -9.0849e-02, -1.3522e-02, -1.0673e-01, 2.2418e-02,\n", + " 1.1072e-01, 1.0830e-01, 7.9779e-02, 4.2961e-02, 1.4817e-02,\n", + " -5.7530e-02, 7.6075e-02, -6.7543e-02, 3.4253e-02, 2.6449e-02,\n", + " -5.6776e-02, -1.1419e-01, 1.0040e-01, -2.0587e-01, 6.9599e-02,\n", + " 5.3084e-02, -5.6423e-02, 3.3924e-02, 3.2041e-02, 7.7491e-02,\n", + " 6.3844e-02, -1.8640e-02, 1.8237e-01, 1.0751e-01, 1.7979e-01,\n", + " 1.3316e-01, -1.2467e-01, -6.6613e-02, -6.7990e-02, -6.0796e-02,\n", + " -4.2224e-02, 4.6861e-02, 4.3290e-04, 1.0468e-02, -7.8073e-02,\n", + " 1.4377e-04, 7.9566e-03, -3.2945e-02, -4.7407e-02, -4.3751e-02,\n", + " 3.4358e-02, -7.4453e-01, -6.6562e-02, -1.2828e-01, 1.0885e-01,\n", + " 3.5633e-02, -1.0770e-02, 5.2431e-02, -1.0222e-02, -4.1870e-02,\n", + " -2.4868e-02, -4.0816e-02, 1.8672e-02, -9.8700e-02, 2.9762e-02,\n", + " 2.0480e-02, -1.0540e-01, -1.7917e-02, 5.6309e-02, -2.0510e-02,\n", + " -7.2375e-02, 1.1345e-02, 7.4482e-02, 1.7877e-03, -2.3753e-01,\n", + " -4.2448e-02, -3.5919e-02, -8.7764e-02, 2.0252e-02, 1.2586e-02,\n", + " 3.8669e-03, 5.9812e-02, -5.5538e-02, 4.6125e-03, -5.9687e-02,\n", + " -1.3745e-02, -9.7294e-02, -1.7735e-01, -1.3436e-02, 5.8449e-02,\n", + " 5.9138e-02, -7.3320e-02, 7.9818e-02, -1.0937e-01, -1.1678e-01,\n", + " -3.2551e-02, -1.8140e-02, -1.0309e-01, -9.5951e-02, 4.2999e-02,\n", + " -1.2145e-01, -7.3637e-02, -5.5227e-02, 1.3170e-02, -1.9632e-02,\n", + " 4.2173e-02, 2.9386e-02, -5.8917e-02, 6.2877e-02, -2.5881e-02,\n", + " -3.4607e-02, -5.8439e-02, -4.7770e-02, -8.8350e-02, -5.5205e-03,\n", + " -1.2352e-02, -2.1273e-02, 5.2240e-02, 4.3273e-02, 2.9753e-02,\n", + " 1.4830e-01, -1.5756e-02, 9.2132e-02, -6.4717e-02, 7.3601e-02,\n", + " 9.3032e-02, 2.3896e-02, 1.0888e-02, -1.8316e-01, -5.7068e-02,\n", + " 1.5640e-02, -3.3746e-02, 4.8248e-02, 1.3935e-05, 1.7898e-01,\n", + " 4.4355e-02, 9.9596e-02, -1.4785e-01, -7.6277e-03, 6.8044e-02,\n", + " 3.8093e-03, -6.5459e-02, -1.9012e-02, 5.0432e-02, 3.6934e-02,\n", + " -5.0452e-02, 1.9710e-02, -7.7948e-02, -8.1432e-03, -1.5389e-01,\n", + " 5.5770e-02, -8.1955e-02, -1.4774e-01, -1.3046e-01, -1.9342e-01,\n", + " 3.7322e-02, 6.7072e-02, 7.0264e-02, 1.7684e-02, 5.8830e-02,\n", + " -7.3577e-02, 5.1147e-02, -7.1236e-02, 6.2654e-02, 2.3620e-02,\n", + " -6.2291e-02, 5.0808e-02, 4.1387e-02, 2.7273e-02, 4.9701e-02,\n", + " 1.2563e-02, -1.3012e-02, 4.2216e-02, -7.1964e-02, -1.3366e-02,\n", + " 2.6408e-02, 2.8591e-02, 9.0302e-02, -1.0943e-01, -4.2998e-03,\n", + " 2.8058e-02, -9.7020e-02, 3.0301e-02, -1.6320e-02, 8.2126e-02,\n", + " 1.6537e-01, -6.3913e-02, 6.4782e-02, 5.6558e-02, -1.6170e-03,\n", + " 1.2753e-02, -3.6050e-02, 1.0522e-01, 5.4761e-03, -1.0011e-01,\n", + " -1.5717e-02, -1.4515e-01, -5.3958e-02, 3.8154e-02, 1.3188e-01,\n", + " -2.8657e-02, 3.7318e-02, -2.2172e-02, 2.4343e-03, 4.7110e-02,\n", + " -1.4050e-01, 4.7248e-02, -9.4017e-03, 8.7136e-02, -1.6649e-01,\n", + " 6.0652e-02, -3.3993e-02, 1.5863e-02, 3.1227e-02, -3.9830e-02,\n", + " -7.9652e-02, 9.6058e-03, 3.7521e-02, 5.1482e-02, 9.7562e-02,\n", + " -7.0305e-02, -3.4313e-02, 2.3843e-02, 2.5182e-02, 1.7630e-02,\n", + " -7.3271e-02, -2.0340e-02, 7.3036e-02, 3.5994e-02, 4.3995e-03,\n", + " 3.2517e-02, 1.2601e-01, 9.9819e-02, -6.2581e-02, -4.9148e-02,\n", + " 1.3202e-01, 6.4599e-02, 1.1404e-01, 2.9402e-02, 1.0556e-02,\n", + " 2.2431e-02, -3.4390e-03, 3.4589e-02, -8.9047e-02, -1.2410e-01,\n", + " 5.5935e-02, 1.0374e-01, -1.5932e-01, 2.2148e-02, 2.6101e-03,\n", + " -8.1990e-02, 6.6858e-02, 9.7789e-02, 4.2774e-03, -8.7304e-02,\n", + " -2.1899e-02, 2.0696e-01, 3.9790e-02, -4.5013e-02, 1.6506e-02,\n", + " -5.0877e-03, -1.0416e-01, 2.7296e-02, 6.0725e-02, -5.3152e-02,\n", + " 3.4831e-02, 3.3973e-02, 6.4885e-02, -3.6079e-02, 1.3516e-01,\n", + " -1.9136e-02, 4.0885e-02, -3.0043e-02, 8.7850e-02, 8.8771e-02,\n", + " 5.5143e-02, 5.2920e-02, 5.1758e-02, -7.8321e-02, 5.4771e-02,\n", + " 4.8570e-02, -5.0829e-02, 7.4704e-02, 7.5098e-03, -9.2619e-02,\n", + " 4.1165e-03, -2.6205e-03, -6.4333e-02, -1.3118e-03, -7.4617e-02,\n", + " 1.1321e-01, 6.0122e-02, -1.7644e-02, 3.7118e-02, -5.0120e-04,\n", + " 5.8293e-02, 1.3062e-01, -3.8995e-02, -3.4800e-02, -5.0008e-02,\n", + " 7.3857e-02, 1.0093e-01, 8.1638e-03, 1.5683e-01, -2.9626e-02,\n", + " 2.9836e-02, -1.9008e-02, 8.5527e-02, 8.0622e-02, -4.0352e-02,\n", + " -7.3160e-02, 8.3812e-02, -1.7369e-02, -8.5390e-02, -1.0383e-02,\n", + " -5.5369e-02, -6.0460e-03, 1.5365e-01, 1.9107e-02, 1.8373e-01,\n", + " 1.9871e-02, -4.5120e-02, 1.4695e-02, 9.8440e-02, -4.0780e-02,\n", + " -9.5362e-03, 7.5474e-02, -4.7429e-03, -2.4665e-02, -3.4152e-02,\n", + " 7.0762e-02, -5.4961e-02, 1.5590e-01, -3.7793e-02, 3.4423e-03,\n", + " 1.3612e-02, -3.8306e-03, 1.6904e-01, 1.5006e-01, -6.7209e-02,\n", + " 1.3572e-01, -2.5616e-02, 1.0055e-01, 3.2909e-03, 6.5351e-02,\n", + " -1.5100e-02, 1.0936e-01, -4.6473e-02, -4.3605e-02, -2.5503e-02,\n", + " -7.6102e-03, -9.0046e-02, 1.7599e-01, -7.0624e-02, -1.0154e-02,\n", + " 8.1291e-02, 1.2799e-02, 7.4232e-02, 1.4933e-02, -3.8663e-02,\n", + " 1.3442e-02, -1.1895e-02, -7.7487e-02, -3.0720e-02, 1.5644e-01,\n", + " -1.5740e-02, -1.6552e-01, -9.7978e-02, -1.5203e-01, -1.0770e-01,\n", + " 1.0464e-01, -1.0507e-01, 1.1020e-01, 8.6453e-02, 1.0047e-01,\n", + " 2.7461e-02, 1.3306e-01, -9.3088e-02, 8.3531e-02, 6.5802e-02,\n", + " -5.7126e-02, 2.4822e-03, 6.2445e-02, 5.9152e-02, -6.8756e-02,\n", + " -1.5739e-02, -3.0190e-02, 1.1800e-02, 1.0000e-01, 2.8867e-02,\n", + " -2.0788e-01, 1.9094e-02, -2.4002e-02, -7.8603e-02, 6.5914e-02,\n", + " -3.4642e-02, -7.8424e-03, -1.0915e-01, -2.3459e-02, -1.0233e-02,\n", + " 6.4033e-03, 1.3768e-01, 6.8434e-02, -8.6179e-02, 1.9180e-01,\n", + " -1.3861e-01, 2.2412e-02, 1.7718e-01, -4.0027e-02, 5.6341e-02,\n", + " -1.8504e-02, 4.7965e-02, -6.4675e-02, 5.2148e-02, -5.7952e-02,\n", + " 4.5902e-03, -1.0093e-02, -2.3449e-02, 4.8808e-02, 1.1670e-02,\n", + " -5.6190e-02, -1.4137e-02, -4.0308e-02, 9.1809e-02, -1.4237e-01,\n", + " 4.4454e-02, -1.4555e-01, 2.7240e-02, 1.0394e-01, -1.6057e-01,\n", + " -9.4244e-02, 1.0708e-01, 5.9014e-02, -4.2361e-03, -1.3268e-01,\n", + " 5.3919e-03, -3.6614e-02, -5.1324e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8386, 0.8180, 0.8069, 0.8123, 0.7845, 0.8228, 0.7879, 0.8388, 0.8394,\n", + " 0.8152, 0.7910, 0.7890, 0.8095, 0.7989, 0.8094, 0.7774, 0.7899, 0.7988,\n", + " 0.8176, 0.8193, 0.8294, 0.8062, 0.8305, 0.7840, 0.7908, 0.8050, 0.8142,\n", + " 0.8191, 0.7731, 0.8147, 0.8321, 0.8038, 0.7781, 0.8206, 0.8388, 0.8267,\n", + " 0.7949, 0.8295, 0.8198, 0.7990, 0.8244, 0.8092, 0.8158, 0.8033, 0.8311,\n", + " 0.7912, 0.7904, 0.8423, 0.8391, 0.8441, 0.8365, 0.8327, 0.7851, 0.7835,\n", + " 0.7867, 0.7980, 0.8182, 0.7823, 0.8380, 0.8151, 0.8169, 0.7979, 0.8017,\n", + " 0.7896, 0.8325, 0.8327, 0.8277, 0.8179, 0.8389, 0.8052, 0.8193, 0.8188,\n", + " 0.8290, 0.7855, 0.8246, 0.7733, 0.8035, 0.7689, 0.8121, 0.8011, 0.8331,\n", + " 0.8345, 0.8011, 0.7981, 0.7895, 0.8116, 0.8050, 0.8487, 0.8212, 0.8178,\n", + " 0.8128, 0.8123, 0.6899, 0.8112, 0.8195, 0.8106, 0.7400, 0.8182, 0.8152,\n", + " 0.8171, 0.8188, 0.8320, 0.8118, 0.8008, 0.8257, 0.7690, 0.8379, 0.8034,\n", + " 0.7973, 0.8115, 0.8047, 0.8232, 0.7724, 0.8164, 0.8249, 0.8143, 0.8197,\n", + " 0.8414, 0.8297, 0.7960, 0.8042, 0.7979, 0.8311, 0.7444, 0.7864, 0.7957,\n", + " 0.8203, 0.7785, 0.7968, 0.8098, 0.8427, 0.8311, 0.7851, 0.7873, 0.8205,\n", + " 0.8311, 0.8323, 0.7738, 0.8347, 0.7857, 0.8245, 0.8379, 0.7961, 0.7927,\n", + " 0.8179, 0.7808, 0.8167, 0.8103, 0.8076, 0.7876, 0.7985, 0.8053, 0.7718,\n", + " 0.8326, 0.8187, 0.8097, 0.8337, 0.7858, 0.8377, 0.7932, 0.8242, 0.8249,\n", + " 0.8235, 0.8268, 0.8078, 0.8203, 0.8182, 0.8208, 0.7297, 0.8093, 0.8282,\n", + " 0.8297, 0.8028, 0.8082, 0.8170, 0.7696, 0.8239, 0.8085, 0.8088, 0.7994,\n", + " 0.7612, 0.8127, 0.8238, 0.8463, 0.8218, 0.8124, 0.8307, 0.8197, 0.8159,\n", + " 0.8295, 0.8153, 0.7616, 0.7979, 0.8088, 0.8069, 0.8115, 0.8277, 0.7639,\n", + " 0.8212, 0.7992, 0.8294, 0.8045, 0.7979, 0.7897, 0.8008, 0.7750, 0.8260,\n", + " 0.8216, 0.8362, 0.8108, 0.7946, 0.8094, 0.8082, 0.7663, 0.8250, 0.7690,\n", + " 0.7935, 0.8105, 0.7273, 0.8083, 0.8124, 0.7984, 0.8365, 0.8144, 0.8221,\n", + " 0.6869, 0.8147, 0.7997, 0.8333, 0.8008, 0.7741, 0.8332, 0.8090, 0.8380,\n", + " 0.8316, 0.8140, 0.7986, 0.8106, 0.8212, 0.7764, 0.8064, 0.8206, 0.8201,\n", + " 0.7928, 0.8230, 0.7997, 0.8072, 0.8064, 0.8040, 0.7729, 0.7866, 0.8272,\n", + " 0.8027, 0.8288, 0.8298, 0.7944, 0.7993, 0.7904, 0.8151, 0.8249, 0.8306,\n", + " 0.8320, 0.8410, 0.8417, 0.7948, 0.7557, 0.8342, 0.8099, 0.8188, 0.8215,\n", + " 0.8216, 0.8145, 0.8182, 0.8305, 0.8344, 0.8395, 0.7783, 0.8377, 0.8268,\n", + " 0.8068, 0.7791, 0.8123, 0.8282, 0.8071, 0.7885, 0.8263, 0.8097, 0.8419,\n", + " 0.8049, 0.8314, 0.8009, 0.7891, 0.8007, 0.7979, 0.7999, 0.7843, 0.7718,\n", + " 0.7803, 0.7882, 0.7989, 0.8096, 0.7882, 0.8217, 0.8191, 0.7676, 0.7992,\n", + " 0.7866, 0.8069, 1.1629, 0.8018, 0.7852, 0.7875, 0.7871, 0.8055, 0.8306,\n", + " 0.8109, 0.8354, 0.8180, 0.8168, 0.7981, 0.8008, 0.8018, 0.7948, 0.8069,\n", + " 0.8219, 0.8397, 0.8291, 0.8184, 0.8367, 0.8137, 0.8085, 0.7851, 0.8529,\n", + " 0.8232, 0.7779, 0.7987, 0.8036, 0.8227, 0.8165, 0.8150, 0.7926, 0.8407,\n", + " 0.8167, 0.8178, 0.8164, 0.7703, 0.8310, 0.7954, 0.7988, 0.7805, 0.8048,\n", + " 0.8337, 0.8277, 0.8080, 0.8298, 0.8110, 0.8025, 0.7812, 0.8184, 0.7929,\n", + " 0.8025, 0.8013, 0.8236, 0.8197, 0.8198, 0.8140, 0.7747, 0.8227, 0.8315,\n", + " 0.8066, 0.8145, 0.8176, 0.8423, 0.8256, 0.7893, 0.8369, 0.8214, 0.8151,\n", + " 0.7868, 0.8324, 0.8108, 0.3350, 0.8210, 0.8022, 0.8080, 0.8316, 0.8041,\n", + " 0.8270, 0.8261, 0.8145, 0.8013, 0.8113, 0.8227, 0.8196, 0.8391, 0.8398,\n", + " 0.8125, 0.7854, 0.8275, 0.8284, 0.8114, 0.8003, 0.7918, 0.8185, 0.7979,\n", + " 0.7729, 0.8299, 0.8169, 0.7821, 0.8220, 0.8064, 0.8009, 0.8066, 0.8523,\n", + " 0.8205, 0.7866, 0.8047, 0.8087, 0.8254, 0.7923, 0.8166, 0.7591, 0.8257,\n", + " 0.7979, 0.8230, 0.8167, 0.8281, 0.8257, 0.8283, 0.7828, 0.8530, 0.7827,\n", + " 0.8154, 0.7540, 0.8392, 0.8333, 0.8103, 0.8137, 0.8236, 0.8197, 0.8083,\n", + " 0.8287, 0.7967, 0.7844, 0.8334, 0.8053, 0.8181, 0.8090, 0.8003, 0.7845,\n", + " 0.8415, 0.8236, 0.8235, 0.8117, 0.8253, 0.8307, 0.8233, 0.8266, 0.8123,\n", + " 0.7911, 0.8136, 0.7585, 0.8471, 0.8271, 0.8254, 0.8044, 0.7863, 0.7920,\n", + " 0.8104, 0.8074, 0.8140, 0.8092, 0.8196, 0.8335, 0.7974, 0.8206, 0.8087,\n", + " 0.8318, 0.8011, 0.7975, 0.8252, 0.7830, 0.7907, 0.8127, 0.8168, 0.8286,\n", + " 0.8025, 0.8150, 0.7703, 0.8066, 0.8124, 0.8163, 0.8214, 0.8107, 0.8129,\n", + " 0.8347, 0.7889, 0.8024, 0.8112, 0.8318, 0.7881, 0.8084, 0.7945, 0.7692,\n", + " 0.7936, 0.8267, 0.8052, 0.8278, 0.8124, 0.8365, 0.7943, 0.7899, 0.8220,\n", + " 0.8444, 0.8061, 0.7556, 0.8238, 0.7657, 0.8117, 0.8141, 0.8208, 0.8086,\n", + " 0.7962, 0.8418, 0.8325, 0.8280, 0.8031, 0.8255, 0.8297, 0.7632, 0.8090,\n", + " 0.8202, 0.8238, 0.8325, 0.8194, 0.7847, 0.8280, 0.8248, 0.7752, 0.8701,\n", + " 0.8044, 0.7989, 0.8505, 0.8132, 0.8533, 0.7818, 0.8083, 0.8476, 0.7861,\n", + " 0.7918, 0.8214, 0.7899, 0.8133, 0.8173, 0.8097, 0.8276, 0.8078, 0.7779,\n", + " 0.8155, 0.8242, 0.8355, 0.8030, 0.8062, 0.8268, 0.7997, 0.8283, 0.7821,\n", + " 0.8240, 0.8288, 0.8392, 0.8185, 0.8189, 0.8373, 0.7963, 0.7960, 0.8060,\n", + " 0.8392, 0.7908, 0.8082, 0.7940, 0.8045, 0.8219, 0.8178, 0.8160, 0.8313,\n", + " 0.8343, 0.7271, 0.8370, 0.7825, 0.8216, 0.8326, 0.8337, 0.8303, 0.8117,\n", + " 0.8003, 0.8090, 0.8386, 0.8197, 0.8238, 0.8315, 0.8320, 0.8308, 0.8228,\n", + " 0.8003, 0.8177, 0.8117, 0.8189, 0.7910, 0.8146, 0.8205, 0.8187, 0.7719,\n", + " 0.8297, 0.8036, 0.7488, 0.8261, 0.8213, 0.8201, 0.8346, 0.8079, 0.7487,\n", + " 0.8100, 0.8384, 0.8230, 0.8137, 0.8395, 0.8027, 0.7998, 0.8138, 0.8368,\n", + " 0.8240, 0.8077, 0.8195, 0.7914, 0.8313, 0.8229, 0.8308, 0.8502, 0.7925,\n", + " 0.8266, 0.8069, 0.7942, 0.8401, 0.7871, 0.8353, 0.8300, 0.7988, 0.8004,\n", + " 0.8118, 0.8111, 0.8130, 0.8373, 0.7917, 0.7914, 0.7856, 0.8052, 0.7763,\n", + " 0.8035, 0.8263, 0.8064, 0.8160, 0.8340, 0.8163, 0.8102, 0.8254, 0.8058,\n", + " 0.8212, 0.7790, 0.8003, 0.8129, 0.7593, 0.8114, 0.7881, 0.7815, 0.8221,\n", + " 0.8041, 0.7974, 0.8227, 0.8487, 0.8229, 0.8248, 0.8107, 0.7971, 0.8410,\n", + " 0.8170, 0.8083, 0.8071, 0.8286, 0.8189, 0.8448, 0.8123, 0.8514, 0.8084,\n", + " 0.8321, 0.8330, 0.8177, 0.8197, 0.8097, 0.7920, 0.7784, 0.8333, 0.8176,\n", + " 0.8101, 0.8304, 0.8246, 0.7822, 0.7964, 0.8020, 0.7920, 0.8335, 0.8100,\n", + " 0.8301, 0.7737, 0.8098, 0.8097, 0.8247, 0.8266, 0.8272, 0.8351, 0.8062,\n", + " 0.7892, 0.8197, 0.8095, 0.8186, 0.8081, 0.8192, 0.8156, 0.8100, 0.8000,\n", + " 0.8153, 0.8084, 0.8251, 0.8329, 0.8459, 0.7414, 0.8219, 0.8264, 0.7698,\n", + " 0.8363, 0.8025, 0.8326, 0.8098, 0.8436, 0.7903, 0.8031, 0.8301, 0.8167,\n", + " 0.8175, 0.8226, 0.8236, 0.8138, 0.8256, 0.8032, 0.8142, 0.7989, 0.7962,\n", + " 0.7929, 0.8099, 0.8329, 0.8180, 0.8417, 0.8113, 0.8084, 0.8006, 0.8147,\n", + " 0.7717, 0.8099, 0.8304], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.1420e-02, -4.3584e-02, -5.1321e-02, -1.7881e-02, -1.6400e-01,\n", + " -4.1447e-02, -1.0130e-01, -7.6611e-02, -2.9851e-02, -2.0758e-02,\n", + " -3.8105e-02, -7.7070e-02, 2.8959e-02, -6.9092e-02, -4.3256e-02,\n", + " -1.1032e-01, -9.8798e-02, -7.6895e-02, 3.0124e-03, -6.6360e-02,\n", + " -1.3483e-01, 1.5964e-02, -8.8870e-02, -1.9291e-01, -8.4387e-02,\n", + " -1.2725e-01, -1.7727e-02, -2.3704e-03, 9.2615e-02, -1.0106e-01,\n", + " -1.7752e-02, -9.1432e-03, -1.3606e-01, -1.1925e-02, -5.8445e-02,\n", + " -3.8003e-02, 2.0488e-02, -2.9804e-02, -5.8359e-02, 7.7513e-02,\n", + " 1.6296e-02, 5.6256e-02, 3.0559e-03, -7.2168e-02, -2.4050e-02,\n", + " 1.7642e-02, -3.5547e-02, -3.9565e-02, 2.7667e-03, 1.4905e-02,\n", + " -2.7630e-03, 5.1586e-03, -1.5085e-01, 4.1356e-02, -8.6902e-02,\n", + " -1.0317e-01, -6.7401e-02, 5.4526e-02, 3.0842e-03, -6.7960e-03,\n", + " -3.8079e-02, -7.2002e-02, -1.6014e-02, -6.6356e-02, -3.6658e-02,\n", + " -9.3858e-02, -3.4307e-02, -6.4775e-02, -4.0199e-02, 4.4728e-02,\n", + " 2.5514e-02, -5.3401e-02, -3.1552e-02, 2.9285e-02, -9.7129e-02,\n", + " -2.4784e-02, -9.8498e-03, -5.2236e-02, -6.4086e-02, -1.0825e-01,\n", + " -5.8000e-02, -3.9223e-02, -6.4858e-02, -1.1675e-01, -2.7759e-02,\n", + " 1.8422e-02, -7.6837e-02, -3.2016e-02, 1.8751e-02, -5.2377e-02,\n", + " 4.2717e-02, 5.9166e-02, -2.1197e-01, -2.3381e-02, -8.6102e-02,\n", + " 3.0252e-02, -9.6271e-02, -3.5818e-02, -3.6094e-02, -2.0526e-02,\n", + " -1.6319e-02, -3.4604e-02, -7.5162e-02, -1.6712e-03, -4.8561e-03,\n", + " -4.2493e-02, -2.6859e-02, 6.4850e-03, 5.6165e-02, -2.4472e-02,\n", + " 5.9780e-02, -1.7101e-02, 1.1151e-01, 8.1906e-03, -4.1190e-02,\n", + " -3.1089e-02, -5.4861e-02, -3.7645e-02, 9.1692e-03, -7.6944e-02,\n", + " 1.5835e-03, 1.0820e-02, -3.8397e-02, -1.0055e-01, -7.1724e-02,\n", + " 3.2415e-02, -2.7287e-02, -1.1316e-01, -6.8309e-03, -3.7847e-03,\n", + " -3.3509e-02, -5.8418e-02, -2.7168e-03, -3.1391e-02, 4.9704e-02,\n", + " -1.0243e-02, -7.6904e-02, -8.0674e-02, -2.9624e-02, 6.2584e-03,\n", + " -1.2334e-02, -4.6094e-02, -4.0451e-02, -1.0383e-01, -8.7742e-02,\n", + " 5.5282e-02, -1.4061e-02, -3.3179e-02, 9.8011e-03, -1.4588e-01,\n", + " -1.9476e-02, -1.1783e-01, 4.4584e-03, -1.9446e-02, -6.4196e-02,\n", + " -8.1424e-02, -5.7627e-02, -5.6912e-02, -9.6823e-02, 1.5038e-02,\n", + " -7.8415e-02, 1.6785e-02, -2.1571e-02, -3.9173e-02, -1.9632e-02,\n", + " -7.9155e-02, -1.1051e-01, -6.3610e-02, 9.3950e-02, 1.8271e-02,\n", + " 9.0010e-03, -1.6172e-02, -2.4592e-02, -9.7152e-02, -6.3678e-03,\n", + " -1.5437e-01, -6.2522e-02, -6.7425e-02, -7.5880e-02, -6.6928e-03,\n", + " 1.2346e-03, -8.9233e-02, 3.3055e-02, -9.7269e-02, -6.5462e-02,\n", + " 2.4688e-02, -1.1696e-01, -1.3782e-01, -7.0054e-02, -1.3576e-02,\n", + " 1.6856e-03, 1.2264e-01, -1.7963e-01, 1.9570e-02, -9.3462e-02,\n", + " -5.7144e-02, -4.9437e-02, -1.3460e-01, -5.2558e-02, -4.5387e-02,\n", + " 3.3210e-02, -4.4042e-02, -8.8447e-02, 1.0805e-02, 1.4834e-02,\n", + " -6.4319e-02, -8.7513e-02, -1.6867e-02, -1.0384e-01, -8.3751e-02,\n", + " 7.9677e-03, 1.5942e-02, -7.4425e-02, -1.1128e-01, -4.1676e-02,\n", + " -8.2827e-05, 2.6848e-02, -5.7732e-04, -1.7398e-01, 4.6978e-02,\n", + " -9.6235e-02, -1.4588e-01, -4.5460e-03, -6.1719e-02, 9.9410e-03,\n", + " -1.2382e-01, -4.6760e-02, 1.3691e-02, -9.6950e-02, -2.2925e-02,\n", + " 3.5738e-03, -3.7561e-02, -1.1838e-01, -3.6931e-03, 5.8162e-03,\n", + " -9.2732e-02, -1.2839e-02, -5.8549e-02, -8.7021e-02, 6.4272e-02,\n", + " -5.6604e-02, -3.4247e-02, 9.2602e-03, -1.4345e-01, -7.6901e-02,\n", + " -3.3794e-02, -2.1118e-02, -4.3932e-02, 4.7110e-02, 3.9625e-02,\n", + " -3.1458e-03, -1.9711e-01, -5.1261e-02, -4.1401e-02, -6.3544e-02,\n", + " 2.6556e-02, 2.8309e-02, -2.2077e-02, -5.2322e-02, -3.4756e-02,\n", + " -7.0890e-02, -8.6633e-03, -1.2046e-02, -4.9041e-02, -3.8275e-02,\n", + " 5.3699e-02, -3.5129e-02, -1.7065e-02, -2.6831e-02, 1.4603e-02,\n", + " -2.7500e-02, -5.6141e-02, -4.6511e-03, -9.3219e-02, -4.0949e-02,\n", + " 2.0568e-02, -4.8102e-02, -1.2007e-02, -8.0022e-03, 2.5377e-02,\n", + " -7.7940e-02, -1.0986e-01, -1.3279e-02, -2.4279e-03, 2.3367e-02,\n", + " -8.4781e-02, -1.0893e-01, -6.8696e-02, 1.7905e-02, -5.1930e-02,\n", + " -3.5093e-02, -1.9072e-02, 3.1636e-02, -1.8024e-02, -1.2744e-01,\n", + " -5.5162e-02, -9.4212e-02, -1.3663e-01, -1.0293e-01, 6.0230e-04,\n", + " -4.3148e-02, -1.0178e-01, -1.7109e-03, -2.6144e-02, -2.1645e-01,\n", + " 3.5178e-02, -2.5382e-02, -2.8011e-02, 9.5901e-01, -2.9494e-03,\n", + " -9.0453e-04, 1.2587e-02, -8.9690e-02, -7.1942e-02, -4.3016e-02,\n", + " -6.9497e-02, -3.5351e-02, -2.8883e-02, 1.9135e-03, -7.1330e-02,\n", + " 6.8395e-02, -8.1506e-02, -9.1412e-02, 9.8570e-02, -2.4205e-02,\n", + " -1.7521e-02, -4.8430e-02, -6.6839e-02, 3.5089e-04, 4.0743e-02,\n", + " -4.9949e-02, -3.2634e-02, -1.0394e-03, -1.5966e-01, 1.7261e-02,\n", + " -3.5994e-02, 1.5692e-02, -1.1129e-02, -2.0487e-02, 3.0347e-02,\n", + " -7.4344e-02, -1.2698e-01, -7.4917e-02, -8.6796e-02, -3.0172e-02,\n", + " 4.7575e-02, -6.3198e-02, 5.0222e-02, -2.0690e-02, 5.2161e-02,\n", + " 3.0246e-02, 3.2975e-02, -6.7331e-02, -3.7715e-02, -4.2033e-02,\n", + " 2.0723e-02, -5.6099e-02, -6.8373e-02, -3.4723e-02, -7.0788e-02,\n", + " -6.5211e-02, -1.5671e-02, -8.7290e-02, -2.7595e-02, -7.4387e-02,\n", + " -9.7406e-03, 2.8058e-02, -1.0312e-01, 1.1699e-02, -1.6529e-02,\n", + " 1.1808e-02, -4.1340e-03, -4.7312e-02, 5.9958e-02, 6.5942e-02,\n", + " -4.6628e-02, -8.0118e-02, 9.9502e-03, 6.0204e-02, -7.6706e-02,\n", + " -1.2670e-02, 3.0357e-01, -3.8553e-02, 3.9331e-02, -7.5549e-02,\n", + " -1.4294e-04, 7.6978e-02, -4.7003e-02, -1.8041e-02, 2.6636e-02,\n", + " -9.3341e-02, -7.3783e-02, -8.2291e-02, -1.5079e-02, -6.2193e-02,\n", + " -2.7762e-02, 7.8624e-02, 3.6665e-02, -4.7377e-02, 3.7170e-02,\n", + " 3.4689e-03, 2.3525e-02, -5.1568e-02, -9.7306e-04, 2.0503e-02,\n", + " 7.0278e-02, -4.0602e-02, -6.4565e-03, -1.1426e-01, 1.3381e-02,\n", + " -8.0679e-03, -5.7682e-03, -8.7230e-02, -5.1125e-02, 8.2540e-03,\n", + " -9.9821e-02, 5.3512e-03, 7.1646e-03, -8.9738e-02, -3.6484e-02,\n", + " -1.7408e-02, 8.2140e-02, -2.6471e-02, -3.0827e-03, 2.5158e-02,\n", + " -7.0924e-02, -2.4888e-02, 4.2149e-02, 3.2619e-02, -9.4495e-02,\n", + " -6.1789e-02, 3.6402e-02, 1.3054e-02, -1.3188e-01, 5.0196e-02,\n", + " -7.0288e-02, 2.4249e-02, 3.5636e-02, -1.7938e-02, -6.1105e-03,\n", + " -7.2878e-02, -5.9878e-02, -6.4041e-02, -6.0001e-02, -1.6376e-02,\n", + " 1.4314e-02, 4.3107e-02, -3.9263e-02, 7.4305e-03, 4.5319e-02,\n", + " -1.7731e-02, -3.7228e-02, -6.7448e-02, -6.4921e-04, -8.6211e-02,\n", + " -9.8345e-02, -2.3946e-02, -9.3151e-02, 2.0946e-02, 8.7786e-03,\n", + " -8.2961e-02, 7.9475e-02, 2.6657e-02, -8.4516e-02, -1.0197e-01,\n", + " -2.0166e-02, -7.0315e-02, 3.8408e-03, -4.6361e-02, -3.5057e-02,\n", + " -4.0438e-02, -1.8433e-03, -5.2695e-02, -3.4537e-02, -4.3734e-02,\n", + " -3.3192e-02, -1.7600e-02, -6.0209e-02, 6.6127e-02, 4.6016e-02,\n", + " -2.9241e-02, -9.6950e-02, 1.1977e-02, 3.2199e-02, -9.7293e-03,\n", + " 1.0275e-02, -1.0686e-01, -9.8203e-02, 6.0999e-02, -4.6028e-02,\n", + " -3.2522e-02, -4.7517e-03, -6.0532e-02, -8.5071e-02, -3.7084e-02,\n", + " -1.6504e-02, -1.5661e-02, -2.0879e-02, -4.8894e-02, -4.6598e-02,\n", + " -6.1904e-02, -1.0625e-01, 1.8394e-02, 2.1795e-02, -5.8515e-02,\n", + " -1.0200e-01, -4.1670e-02, -3.2738e-02, 5.2714e-02, -1.2264e-02,\n", + " 1.6913e-02, 5.1470e-03, -2.3659e-02, -9.9691e-03, -2.5182e-02,\n", + " -1.7485e-01, 3.1565e-02, -6.4276e-02, 5.7672e-02, -6.7229e-02,\n", + " 3.9541e-02, -7.8161e-02, -7.5991e-02, -1.5675e-02, -1.4640e-02,\n", + " -5.3990e-03, -1.5901e-02, 1.1666e-02, -3.2102e-02, -1.1323e-01,\n", + " -1.0573e-01, 9.7421e-03, 1.7248e-02, -5.1449e-02, -6.0619e-02,\n", + " 6.9336e-02, 2.9603e-03, -4.9532e-02, -4.8834e-02, 1.2968e-01,\n", + " -8.0988e-02, -2.2760e-02, -6.2548e-03, 8.5478e-03, -1.4290e-02,\n", + " 7.9372e-02, 6.2188e-02, -3.5120e-02, -1.4811e-01, -1.0029e-01,\n", + " 4.3165e-02, -9.8678e-03, -8.6519e-02, -4.7014e-02, -1.7904e-03,\n", + " 6.2395e-03, -1.5700e-03, -1.1849e-01, -4.7061e-02, 4.7389e-02,\n", + " 4.1923e-03, 1.1518e-02, -3.4181e-02, -3.4995e-02, 1.8302e-02,\n", + " -4.8894e-02, -1.0292e-01, -1.0939e-02, -1.5679e-02, -4.8991e-03,\n", + " -1.4730e-02, -7.4172e-02, -9.9769e-02, -6.9774e-02, 5.3765e-02,\n", + " -4.9984e-02, -8.3093e-03, 5.0251e-02, -7.0062e-02, 5.8027e-02,\n", + " 4.0691e-02, -1.2311e-01, -9.9394e-02, 8.9405e-03, -3.6755e-02,\n", + " -1.7028e-03, -2.1567e-01, -7.5262e-03, 2.3873e-03, -7.1619e-02,\n", + " -4.1938e-02, -5.7213e-03, -1.1734e-01, -4.4212e-02, -6.9653e-02,\n", + " 3.0976e-02, -5.7975e-02, -4.7747e-02, -1.6696e-02, -3.7563e-02,\n", + " -6.4246e-02, -4.0577e-02, 3.8866e-02, -8.4182e-02, -9.9732e-02,\n", + " -1.1184e-01, -4.8867e-02, -1.8814e-02, -4.3569e-02, -4.1579e-02,\n", + " -4.9621e-02, 7.4965e-03, -2.1947e-02, -5.7161e-02, 2.0182e-02,\n", + " -2.7218e-02, -2.3154e-02, -4.6928e-02, -4.6572e-02, -4.0968e-03,\n", + " -1.3607e-01, -6.0139e-02, -6.0673e-02, -9.6480e-02, -8.6164e-03,\n", + " -7.0927e-02, -1.3005e-01, 3.5161e-02, -6.2274e-02, -3.0177e-02,\n", + " -8.0625e-02, -9.1166e-02, -1.0595e-01, -1.2146e-01, -2.4532e-02,\n", + " -2.9933e-02, -4.6797e-02, -6.8383e-02, -9.3714e-02, -5.0142e-02,\n", + " 3.9761e-02, -7.9946e-02, -6.9541e-02, 2.4161e-02, -5.8912e-02,\n", + " 2.9267e-02, -5.9741e-02, -8.2343e-02, -3.8688e-02, -7.6947e-02,\n", + " -7.4565e-02, -1.2510e-01, -1.2249e-01, -7.9977e-02, 4.5576e-02,\n", + " 2.7857e-03, -8.5465e-02, -2.2420e-02, -4.0974e-02, -8.6231e-04,\n", + " -5.5679e-02, 7.6963e-03, -6.7620e-02, -1.1734e-02, -2.6037e-02,\n", + " -1.3435e-02, -8.9836e-02, -1.3692e-01, -5.6583e-02, -1.0274e-01,\n", + " -7.7381e-02, -3.2784e-02, 6.4803e-02, -6.9673e-02, -5.5963e-02,\n", + " 3.0947e-02, -1.3716e-01, -5.0707e-02, -7.8393e-02, -6.0423e-02,\n", + " -1.8074e-02, -4.3469e-02, -1.3163e-01, -4.9768e-02, 5.0433e-03,\n", + " -2.9345e-02, -7.6699e-02, -7.4855e-02, 6.9012e-02, 7.7089e-04,\n", + " 1.5322e-02, -1.6749e-03, -1.1340e-01, -3.5276e-02, -2.0100e-02,\n", + " -7.4789e-02, 2.5310e-02, -8.0904e-02, -7.2792e-06, -2.5141e-02,\n", + " -7.6270e-02, -2.9385e-02, 4.8760e-02, -5.4040e-02, -8.2840e-02,\n", + " -8.4037e-02, -7.2592e-02, -5.6304e-02, -5.0476e-02, -7.5501e-02,\n", + " -1.0276e-01, -4.1951e-02, -1.3968e-01, -5.9688e-02, 1.4012e-03,\n", + " -5.5818e-02, -3.9075e-02, -6.7160e-02, -3.8912e-02, -2.3634e-02,\n", + " 7.3393e-03, -3.4749e-02, 1.9712e-02, -5.1053e-03, -1.1495e-01,\n", + " -7.5303e-03, -3.9082e-02, 6.9267e-03, 1.8861e-02, -6.3253e-02,\n", + " -7.6206e-02, -8.5384e-02, -3.6944e-02, -1.1302e-01, -1.8959e-01,\n", + " 6.1037e-03, -1.8503e-02, -1.1168e-01, -2.7865e-02, -4.1709e-02,\n", + " -5.3059e-02, -4.2011e-02, -3.7106e-02, 1.1836e-02, -4.8356e-03,\n", + " -8.3806e-02, -2.1164e-03, -2.5173e-03, -6.6691e-02, -8.9692e-02,\n", + " 7.6497e-03, -9.7362e-03, -1.4631e-02, -1.0981e-01, 7.5289e-02,\n", + " -3.3391e-02, 1.8277e-02, -1.2190e-01, -3.1114e-02, -2.1658e-02,\n", + " -4.2312e-02, -8.4621e-02, -4.0529e-02, 1.7685e-02, 2.7051e-02,\n", + " -7.4158e-02, -5.9353e-02, -3.5528e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-2.5133e-01, -2.3753e-01, 2.5810e-02, 9.0151e-03, 1.8424e-01,\n", + " -1.0879e-01, 4.2990e-01, 1.3848e-01, 4.9509e-01, -1.9813e-01,\n", + " -5.3100e-02, 5.2677e-02, -1.1447e-01, -1.1720e-01, -1.8812e-01,\n", + " -8.9234e-02, -1.1820e-01, -6.5022e-02, 7.4269e-02, 7.4049e-01,\n", + " 1.1903e-01, -3.9947e-01, 9.2407e-02, 1.4708e-01, -8.8448e-03,\n", + " 1.4445e-01, 1.8023e-01, 1.4699e-01, -1.6035e-03, -2.4083e-03,\n", + " -2.6148e-01, 2.4620e-01, 1.7292e-01, 3.7575e-02, -1.7114e-01,\n", + " 7.0565e-02, 9.6402e-02, -8.2912e-02, 4.1820e-01, -1.2408e-01,\n", + " 7.1239e-02, 1.3781e-01, -3.0078e-01, -1.1884e-02, 4.4540e-02,\n", + " -6.2882e-01, -6.6538e-03, -1.1175e-02, -3.7410e-02, 3.2090e-02,\n", + " -4.7503e-01, 1.0927e-01, -1.0293e-01, -6.9717e-02, 1.6735e-01,\n", + " -1.0845e-01, 6.0743e-02, 2.8250e-01, 3.1952e-01, 1.6382e-01,\n", + " -1.1050e-01, -5.4506e-01, -2.8726e-02, -7.7838e-02, 1.4439e-01,\n", + " 8.5476e-02, 2.7349e-01, -1.9566e-01, -1.3484e-02, 1.4594e-02,\n", + " 5.2496e-02, 1.6613e-01, 6.1982e-02, 2.8685e-02, -2.3764e-02,\n", + " -1.1157e-02, 3.5108e-02, 9.4450e-02, 5.5991e-02, 1.0719e-01,\n", + " -9.5500e-02, 6.7253e-02, -5.2026e-02, -1.3092e-01, -1.0836e-01,\n", + " 9.4877e-03, -9.7692e-02, -8.1574e-02, -2.1601e-01, 3.8550e-01,\n", + " -3.2178e-02, 5.8457e-02, -1.0147e-01, -1.0796e-01, -3.9866e-01,\n", + " -2.0741e-01, -8.0579e-02, -4.2801e-02, -6.5430e-02, -1.3643e-01,\n", + " -7.1110e-02, 7.3352e-02, 1.1745e-01, 4.4731e-02, -1.0822e-01,\n", + " 6.8866e-02, -2.5457e-01, 2.3216e-01, 1.1959e-01, 1.2908e-02,\n", + " 5.8874e-02, -1.2171e-01, 1.8273e-01, 1.1194e-03, -7.3002e-02,\n", + " -5.9344e-03, 2.6270e-01, 1.2985e-01, 1.5573e-01, 4.2619e-02,\n", + " 7.0851e-02, 2.3211e-03, -1.4739e-01, 9.8888e-02, 8.1919e-03,\n", + " 9.8359e-02, 7.8386e-02, 5.5321e-02, 1.1128e-01, -1.9908e-01,\n", + " 1.0799e-01, 1.8662e-01, 2.2048e-01, 3.3620e-01, -4.3870e-01,\n", + " 1.1896e-01, -1.2178e-02, -7.0414e-02, -1.4871e-01, -7.0769e-03,\n", + " 2.3468e-02, -3.0648e-02, 9.2028e-02, 1.0161e-02, -7.7317e-02,\n", + " 7.4299e-02, -2.7068e-02, 4.5786e-02, -3.3060e-02, -1.6967e-02,\n", + " 1.0725e-01, 8.9467e-03, 1.2721e-01, 1.8391e-02, -2.9835e-01,\n", + " 3.2104e-01, 6.1922e-02, 2.1151e-01, -5.4954e-02, -5.9694e-02,\n", + " -5.8206e-03, 9.0642e-02, -3.3636e-01, -7.4387e-02, 4.3874e-02,\n", + " 2.0348e-01, -3.7572e-04, -7.6938e-04, 3.8537e-02, 9.1840e-02,\n", + " 2.3001e-01, 5.4248e-02, 1.9658e-01, 7.3057e-02, -3.4250e-03,\n", + " 1.0161e-01, -2.0485e-01, -4.4438e-01, -1.3771e-01, 2.4808e-02,\n", + " -5.0941e-02, -1.0131e-02, 4.5327e-02, -3.3211e-02, -4.7713e-01,\n", + " -1.6515e-02, 7.4324e-02, -7.2911e-03, -5.3092e-02, -4.1062e-01,\n", + " 1.3993e-01, 2.5817e-02, -1.0724e-01, 1.7570e-01, 2.1616e-01,\n", + " -1.5296e-01, 2.7083e-01, -1.4839e-02, -1.0560e-01, 2.0992e-01,\n", + " -4.5541e-02, -1.4404e-03, -1.0828e-01, 3.7944e-01, -4.4545e-01,\n", + " -8.3426e-02, 2.5700e-02, -1.1545e-01, 1.8037e-02, 4.5124e-01,\n", + " 4.5544e-01, -7.6599e-02, -5.1814e-01, -2.3105e-01, -3.4333e-01,\n", + " -2.5391e-01, -1.0514e-01, -6.8976e-01, -2.4903e-02, -3.0981e-02,\n", + " 1.8063e-01, -3.1927e-01, 9.7697e-03, -6.9312e-02, 6.1190e-02,\n", + " -1.1520e-01, -1.1271e-01, -2.5957e-01, -3.1717e-01, 1.0558e-01,\n", + " 4.3947e-01, -7.6503e-02, -6.4820e-02, 4.7144e-02, 1.8547e-01,\n", + " 1.5746e-01, 5.9137e-02, -7.3088e-02, -3.0072e-01, -2.0099e-02,\n", + " 3.7238e-02, 2.0446e-01, -2.6364e-02, -3.6781e-01, 1.2785e-01,\n", + " 8.3428e-02, 2.7091e-02, 5.1193e-02, -8.9677e-02, 1.0018e-01,\n", + " 6.7975e-02, 2.7182e-02, 1.7417e-01, 3.6349e-02, -1.0666e-02,\n", + " -9.7597e-02, 2.5913e-01, -2.9609e-02, -1.6502e-01, -7.2166e-02,\n", + " 4.5434e-01, 2.6722e-01, -3.1446e-02, 6.9002e-04, 1.6192e-02,\n", + " -6.9384e-02, 2.2055e-01, 2.5349e-03, -2.1836e-01, -1.3653e-01,\n", + " 7.7483e-03, -1.9766e-02, -2.4542e-01, 1.1201e-02, -8.4689e-02,\n", + " 7.7583e-02, -6.3207e-03, -2.3186e-01, -1.9485e-01, -8.5469e-02,\n", + " -1.1519e-02, -1.5356e-01, -2.7503e-01, -1.5000e-01, -1.5991e-01,\n", + " -2.1353e-01, 1.0099e-01, -9.0743e-03, -1.9906e-02, 4.0735e-02,\n", + " -5.0685e-01, 3.2613e-02, -6.7391e-01, -2.2070e-01, 9.2765e-02,\n", + " 3.0357e-02, 1.5614e-01, 1.6793e-01, -8.3079e-02, 9.9496e-02,\n", + " 9.0105e-02, -2.1119e-02, 7.3743e-02, -6.5277e-03, 1.9689e-01,\n", + " -1.6058e-01, -1.8474e-01, 1.4698e-01, -5.9425e-02, 1.6863e-01,\n", + " -2.2361e-01, 6.3453e-02, -9.1655e-03, 6.2374e-02, -6.4075e-03,\n", + " 5.7049e-02, -5.1457e-02, -3.0404e-01, -5.3524e-02, 4.3208e-02,\n", + " -7.8506e-02, -5.6192e-02, 5.7297e-02, 5.5266e-02, 9.6185e-02,\n", + " 3.4448e-02, -1.0176e-01, -1.4598e-01, 2.3241e-02, 1.3750e-01,\n", + " -2.0221e-01, -1.6544e-01, -7.1958e-02, -2.2976e-02, 3.3743e-01,\n", + " 7.9972e-02, 2.1842e-02, -1.1671e-01, 9.4836e-02, -3.4166e-01,\n", + " 1.6470e-01, -2.6415e-01, -9.4910e-02, 2.7009e-02, -3.3320e-01,\n", + " -6.8091e-01, 7.5028e-02, 6.4853e-02, 5.4892e-03, 3.9192e-01,\n", + " 1.1877e-01, 1.3241e-01, -5.7541e-01, -1.0217e-01, -1.2964e-01,\n", + " -3.0428e-01, 2.4892e-01, -1.1730e-01, -2.7766e-01, -1.9551e-01,\n", + " -4.1652e-02, 3.1863e-02, -1.6015e-01, -1.4922e-01, -2.0807e-01,\n", + " 1.5892e-01, -1.2411e-01, 2.7970e-01, 3.7367e-02, 3.3457e-01,\n", + " 1.2860e-01, -3.4058e-01, 7.1666e-02, -3.7943e-02, 7.5196e-02,\n", + " -5.3702e-02, -3.3050e-01, 3.3243e-02, 5.8255e-02, -2.9149e-02,\n", + " -2.7766e-01, -3.3492e-01, -2.9865e-01, 2.3413e-01, 1.9511e-01,\n", + " 9.4495e-03, -8.8250e-03, 1.7656e-01, -1.3726e-01, 2.3351e-02,\n", + " 1.7813e-01, 1.0284e-01, -2.5077e-02, 1.9352e-01, 6.4153e-02,\n", + " -1.0598e-01, -2.6269e-01, 5.2063e-01, -3.9139e-01, 4.4295e-01,\n", + " -1.1494e-01, -2.9420e-01, 1.9228e-02, -9.4492e-02, -4.2887e-02,\n", + " 1.7346e-01, -1.5861e-01, -5.9501e-01, -1.1564e-02, 1.4171e-02,\n", + " 8.7166e-02, -1.8183e-01, -6.6445e-02, 1.3945e-01, 2.8050e-01,\n", + " -3.1854e-01, -1.1873e-01, 2.7710e-02, -1.6822e-01, 6.1864e-02,\n", + " 1.4593e-02, -3.2407e-02, -2.0872e-01, -1.5628e-02, 1.3048e-01,\n", + " -3.9282e-01, -5.8181e-02, -1.2849e-01, -1.9700e-01, -1.3195e-01,\n", + " -2.1114e-01, 2.1549e-01, -2.7915e-01, 6.9659e-02, 6.5505e-03,\n", + " 2.4419e-01, 1.1124e-01, -8.3919e-02, 2.0721e-02, 9.5978e-02,\n", + " 6.1980e-02, 7.3541e-02, -4.3105e-01, 1.3909e-01, -7.1828e-02,\n", + " 3.4558e-01, -2.7331e-01, -2.4223e-01, -1.3868e-01, 1.1788e-01,\n", + " -1.4731e-01, 5.4330e-01, 1.1615e-01, 9.8175e-02, 1.5034e-01,\n", + " 6.9186e-02, -4.5157e-02, -1.3912e-02, -3.6525e-02, -5.7362e-02,\n", + " -4.4169e-01, -5.9358e-02, -1.2085e-01, -9.5507e-02, -7.2091e-04,\n", + " 3.9246e-02, -4.7359e-02, -1.2102e-01, 5.0623e-01, -8.3436e-02,\n", + " 1.7912e-01, 2.4099e-03, -2.1634e-01, 6.6200e-02, -1.7729e-01,\n", + " 7.1395e-02, 1.7143e-02, 5.8707e-03, 1.1266e-02, 3.5963e-04,\n", + " -1.3030e-02, -7.3621e-02, 3.7828e-02, -8.5985e-03, 1.1140e-02,\n", + " 1.4251e-01, -3.2820e-02, 6.1080e-02, -5.2495e-02, 4.8222e-02,\n", + " 3.7073e-02, -3.2947e-02, 4.4077e-02, 1.0697e-01, 4.9784e-02,\n", + " 4.4684e-03, -1.2673e-01, -2.5545e-02, -9.6202e-02, 1.1449e-01,\n", + " -2.2548e-02, -3.9202e-02, 1.2497e-03, 1.2455e-01, 1.1281e-01,\n", + " -1.9743e-02, -3.1865e-01, 1.5769e-01, 1.2117e-02, -5.8050e-02,\n", + " -8.8862e-02, 7.7172e-02, 2.2303e-02, -9.5205e-02, 1.3260e-01,\n", + " 1.7029e-01, 2.1987e-01, 7.9742e-02, -1.1708e-01, 1.0673e-01,\n", + " 5.0743e-02, 6.5151e-02, -1.0822e-01, 1.5013e-01, 7.2626e-02,\n", + " -2.4888e-02, -1.8375e-01, -9.8543e-02, -5.9293e-02, 8.6866e-02,\n", + " 9.2245e-02, 1.6372e-01, 1.0295e-01, -1.3581e-01, -1.4312e-01,\n", + " 1.1371e-02, -1.6080e-01, 1.8371e-01, -1.9611e-04, -6.9717e-02,\n", + " 1.1716e-01, 4.2109e-02, -6.3654e-02, 6.1702e-02, -5.0561e-03,\n", + " 3.2653e-03, -7.2763e-02, -1.2754e-01, -2.6196e-01, 2.0856e-01,\n", + " 8.2906e-03, 2.5825e-01, -5.1569e-02, 2.9764e-02, 1.1345e-01,\n", + " -9.0083e-02, 9.9565e-02, -1.5521e-01, 2.2217e-03, -8.9728e-02,\n", + " 5.7571e-02, -8.7458e-02, 1.5919e-01, -1.6533e-01, 2.6503e-01,\n", + " 1.6130e-01, 1.2797e-01, -1.8697e-01, 1.1448e-01, -1.6352e-01,\n", + " -2.3397e-01, -1.3850e-01, 2.6184e-01, 2.1435e-02, -7.0114e-02,\n", + " 4.2699e-02, -1.1470e-01, -2.1933e-02, 3.5323e-03, 4.1536e-02,\n", + " -8.7469e-02, 6.3322e-02, 2.2035e-01, -1.6161e-01, 4.8012e-02,\n", + " 1.4501e-01, -1.7483e-02, -8.3329e-02, 1.5702e-02, 7.2777e-02,\n", + " 3.2687e-02, -1.3523e-02, -6.9254e-02, -1.1396e-01, 1.2454e-01,\n", + " 1.6556e-01, -2.1162e-01, 4.1854e-02, 6.0914e-02, -1.4645e-01,\n", + " 1.0957e-01, -2.3107e-01, -1.0067e-01, 6.6203e-02, -7.3750e-03,\n", + " -3.0133e-03, 3.2944e-04, 3.3463e-02, 5.1293e-02, -1.6595e-02,\n", + " -8.5473e-02, 3.0555e-02, 5.9594e-03, 5.0526e-02, 2.1773e-02,\n", + " 3.4996e-02, -5.3039e-01, -2.2724e-02, 1.0150e-01, -4.6939e-01,\n", + " -1.0696e-01, -2.8999e-01, -4.9810e-02, 1.4842e-01, -8.3052e-02,\n", + " -3.4358e-01, 4.0052e-02, -5.5287e-02, 5.1120e-02, -1.4942e-02,\n", + " 1.4350e-01, 1.3931e-02, -3.3469e-03, -9.7249e-02, -2.1292e-02,\n", + " -1.0404e-01, 1.5052e-01, 1.5975e-01, -1.2644e-01, 1.6340e-01,\n", + " -1.7071e-02, -7.7784e-02, -2.0277e-01, -2.1792e-01, 4.4495e-02,\n", + " 5.0952e-02, 6.3807e-02, 1.0606e-01, 8.9483e-02, -1.9034e-01,\n", + " 1.0966e-01, 3.6922e-02, -1.0770e-01, 3.1731e-02, -1.0052e-01,\n", + " 2.2133e-01, 4.2732e-02, 8.1774e-02, 2.4072e-01, 1.2801e-01,\n", + " 8.1579e-03, 2.9192e-01, -2.3934e-01, -1.7754e-01, -5.0421e-02,\n", + " -2.9777e-02, -1.4580e-01, -4.0102e-01, -2.1320e-01, 8.7705e-02,\n", + " 1.5821e-01, -1.9396e-02, 3.5607e-02, -3.6660e-02, 4.0222e-02,\n", + " -4.8675e-03, 4.7009e-02, 9.0438e-02, 1.1703e-01, 5.8537e-01,\n", + " -2.7354e-02, 1.7577e-02, 1.8256e-01, 1.1915e-04, 1.1047e-01,\n", + " -5.5049e-01, -6.4358e-02, 2.3941e-01, -5.5972e-02, -1.9534e-01,\n", + " -1.3647e-02, -1.1374e-01, -6.3335e-02, -2.7919e-01, -1.1071e-02,\n", + " 2.6786e-02, 8.3372e-02, 6.9232e-02, 1.6047e-01, 4.4274e-02,\n", + " 6.6680e-02, 7.7027e-03, 6.3575e-02, 6.9172e-03, 9.7828e-02,\n", + " 1.0744e-01, 2.2728e-01, -1.1762e-01, 3.0240e-02, -1.0964e-02,\n", + " -2.4585e-02, 8.2362e-02, -1.5786e-02, 4.8151e-02, 8.5376e-03,\n", + " -3.5986e-02, -2.1137e-02, -1.1306e-01, 6.2723e-02, 4.1799e-01,\n", + " -2.6009e-02, 1.5687e-01, 7.7387e-02, 8.0731e-02, 7.2121e-03,\n", + " -1.2050e-01, -7.3375e-02, -4.5346e-02, -3.4477e-02, -1.4028e-01,\n", + " -1.1046e-01, 2.2811e-01, 1.3097e-01, 1.3552e-01, 1.3549e-01,\n", + " 1.5452e-01, 3.1346e-02, -9.8578e-04, -1.0980e-01, 5.0071e-02,\n", + " -2.0861e-01, 6.5557e-02, 2.0105e-01, 4.2299e-01, 7.2049e-02,\n", + " 3.2955e-03, -5.4672e-02, -9.7353e-02, -9.6388e-02, 2.2037e-02,\n", + " -7.1076e-02, -8.6735e-02, 1.2041e-01, -1.8237e-01, -7.0892e-02,\n", + " -1.0739e-01, -8.3164e-02, 1.0449e-02, 2.7633e-01, -5.9906e-02,\n", + " -2.1760e-02, -3.0034e-01, 1.0486e-01, -1.7821e-01, 2.0742e-01,\n", + " -1.8090e-02, -3.9532e-02, -1.7635e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.5669e-05, 3.4639e-03, -1.7606e-03, -6.1321e-03, -4.4075e-04,\n", + " -1.0080e-02, -3.2522e-03, -1.7675e-02, -5.4859e-03, -4.5600e-03,\n", + " -6.7883e-04, 3.8891e-03, 8.5853e-04, 6.6393e-03, 6.0413e-03,\n", + " 1.9409e-03, 5.3404e-03, 7.4494e-03, 5.1368e-03, -9.1777e-03,\n", + " -1.6565e-03, 9.4879e-03, 4.0916e-04, 6.0253e-03, 1.0542e-02,\n", + " 9.6418e-03, 2.2060e-03, 4.7364e-04, 6.9511e-03, -9.4067e-03,\n", + " 6.8628e-03, -6.1031e-03, 7.8670e-03, -2.0439e-03, 1.0763e-02,\n", + " -2.8751e-03, -2.0117e-03, 9.4138e-03, 4.1174e-04, 2.3807e-04,\n", + " -1.3319e-02, 1.6867e-03, -3.2365e-03, -3.3261e-03, -1.4689e-02,\n", + " 5.5889e-03, -1.1555e-03, 8.9306e-03, 8.7013e-03, -1.1783e-02,\n", + " -1.4563e-03, 1.1973e-03, 7.5595e-03, -2.4179e-03, 1.0672e-02,\n", + " -1.7940e-02, -1.3377e-02, -1.3433e-02, -7.3513e-03, -7.3457e-03,\n", + " -1.8622e-03, 2.7519e-03, 5.0020e-03, 1.0427e-02, -5.7135e-04,\n", + " -5.9187e-04, 4.5891e-03, -8.8726e-04, -1.2746e-03, 5.0844e-03,\n", + " -2.7057e-03, 1.3189e-03, -1.6475e-04, -1.1119e-03, 5.5985e-03,\n", + " -4.9406e-03, 3.7862e-03, -6.7875e-03, 4.6970e-04, -6.7539e-03,\n", + " 8.3364e-03, 3.7716e-03, -2.4997e-03, 8.0410e-04, 3.0885e-03,\n", + " 3.3329e-03, -6.7487e-03, 8.6840e-03, 7.7496e-03, 3.0665e-03,\n", + " 1.2676e-02, -1.0153e-02, 1.6449e-03, 3.8218e-03, -2.1450e-03,\n", + " -7.1615e-03, 6.5499e-03, 1.0837e-03, -1.3378e-03, 9.2412e-03,\n", + " 1.2090e-03, 6.1326e-03, -6.6422e-03, 2.2453e-03, 6.4785e-03,\n", + " 3.9795e-03, 2.8081e-06, -3.0143e-03, 8.1540e-03, 8.8105e-04,\n", + " 3.7542e-04, 4.9643e-03, 1.0345e-02, -3.7010e-04, -6.3191e-03,\n", + " 4.4557e-03, 7.4537e-04, 6.0964e-03, 1.9213e-03, 5.6962e-03,\n", + " -5.2435e-03, -7.7729e-03, 3.4943e-03, -2.9346e-03, 5.4009e-03,\n", + " -1.0665e-02, -3.3712e-03, -2.2596e-03, 1.5614e-03, -8.6649e-03,\n", + " 2.3536e-03, 3.8799e-03, 4.9110e-03, -5.2326e-04, -6.6357e-03,\n", + " 9.6051e-03, 6.4764e-04, -3.0169e-03, -7.9067e-03, -1.8461e-03,\n", + " 6.3218e-03, 5.9521e-04, -3.5927e-03, 8.0378e-04, -1.7673e-04,\n", + " 7.1615e-03, 3.2898e-04, 2.7382e-03, 3.2918e-03, 5.0874e-04,\n", + " 4.2694e-03, -4.7455e-03, 3.9440e-03, -4.4855e-03, -1.3361e-02,\n", + " 8.2650e-03, -3.6807e-04, 4.9181e-03, 1.2447e-04, -4.6639e-03,\n", + " 1.2016e-03, 2.8459e-03, -6.0108e-03, -4.2791e-03, 2.6216e-03,\n", + " 1.8052e-03, -2.5400e-03, 5.6218e-03, 5.3526e-03, -4.4593e-03,\n", + " 3.0894e-03, -7.7596e-04, 4.1723e-03, 1.1081e-02, 1.9043e-03,\n", + " 5.2073e-03, -7.6783e-03, -1.3204e-02, 1.3742e-04, -5.5318e-04,\n", + " 2.4090e-04, 9.6265e-04, -5.4841e-03, -4.5062e-03, -1.1912e-02,\n", + " 1.6998e-03, -7.0533e-05, 2.5611e-03, 2.7252e-03, -1.3919e-02,\n", + " 3.6957e-03, 1.3268e-03, 6.3812e-03, -3.5864e-03, -7.4739e-03,\n", + " 9.0044e-04, -1.2028e-02, 7.3490e-03, 5.6968e-03, -4.6038e-04,\n", + " 3.9802e-03, 1.0587e-02, -1.2554e-02, -7.3052e-03, 1.0297e-02,\n", + " 3.9194e-03, -4.9042e-03, -6.7571e-03, -1.7079e-03, -1.6630e-03,\n", + " 4.2663e-03, 1.1604e-03, 1.2698e-02, 6.3413e-03, -3.4935e-03,\n", + " 1.2298e-03, 1.4143e-03, 3.7145e-03, 3.5801e-03, -5.7240e-03,\n", + " -7.7197e-03, -3.2464e-03, 7.2404e-03, -2.4303e-03, 2.8287e-03,\n", + " 2.3355e-03, 1.9349e-03, 5.7983e-03, 2.7011e-03, -1.7082e-04,\n", + " -1.2821e-02, 4.9014e-03, 1.0227e-02, -3.1818e-03, -8.2275e-03,\n", + " 2.8194e-03, -6.2938e-04, -1.3993e-03, -2.1046e-03, -7.5983e-03,\n", + " 7.8048e-03, -2.4781e-03, -4.2341e-04, 4.1333e-04, -1.4549e-03,\n", + " -1.7987e-03, 1.0163e-02, -4.4163e-03, 2.0467e-03, 3.3964e-03,\n", + " 3.1573e-03, -2.0560e-03, 2.1874e-03, 2.7013e-03, -5.9836e-03,\n", + " -5.9605e-03, -9.7122e-04, -6.5404e-03, -1.3789e-02, 8.5798e-03,\n", + " 2.8332e-04, -1.7479e-03, -1.9193e-03, 6.3198e-04, 3.6983e-03,\n", + " 7.8350e-03, -1.6044e-02, -1.1651e-02, 2.0855e-03, 3.6429e-03,\n", + " 6.5784e-03, -7.7834e-03, 1.0718e-02, 3.2555e-03, -1.3430e-04,\n", + " -2.3128e-03, 3.7692e-03, 1.2252e-03, 4.8051e-03, -9.3499e-03,\n", + " -9.7817e-04, 7.9742e-03, 2.5609e-03, -2.3969e-03, 1.6685e-04,\n", + " 3.8161e-03, -3.6717e-04, 5.8441e-03, -1.2149e-03, 7.5866e-03,\n", + " 2.9462e-03, -3.6200e-03, 1.5756e-02, 4.8030e-03, -1.7517e-03,\n", + " -6.4829e-03, 2.9404e-03, -2.2235e-03, 1.3611e-02, -2.4987e-03,\n", + " 6.7100e-03, 3.3878e-03, 5.3989e-03, 6.5018e-03, -7.5397e-03,\n", + " 5.1439e-03, -4.0719e-03, -8.6506e-03, 7.8634e-04, 9.1205e-04,\n", + " 1.6826e-02, -3.8839e-03, -9.1145e-03, -1.4272e-03, 3.6729e-03,\n", + " 1.3873e-02, 6.4086e-03, 6.8559e-03, -1.3401e-03, -2.9170e-03,\n", + " -8.0480e-03, -3.3532e-03, 1.0546e-03, 7.4277e-03, -6.9164e-03,\n", + " -2.4614e-03, 9.9150e-04, 6.9982e-05, 4.1520e-03, -1.8931e-03,\n", + " -2.1256e-03, -6.2985e-03, 1.1242e-03, 1.1983e-02, 5.6493e-03,\n", + " -3.5371e-03, -1.1784e-02, -1.3236e-02, -5.7319e-03, 3.8579e-03,\n", + " 1.3528e-02, 9.3719e-03, -1.1379e-02, 4.8702e-03, -4.6602e-04,\n", + " -7.4267e-03, -9.4812e-04, 2.7112e-03, -9.7829e-04, -5.0918e-03,\n", + " 4.3031e-03, -2.1116e-04, -1.4919e-02, -4.9922e-03, -9.2904e-03,\n", + " -1.0655e-03, -3.6225e-03, -1.2977e-02, 2.3088e-03, -2.3918e-03,\n", + " -2.5506e-03, -4.9470e-04, -3.2454e-03, 4.2599e-03, -2.8124e-03,\n", + " -7.3443e-03, -7.4736e-03, 1.4808e-02, 3.8825e-03, -1.3126e-02,\n", + " 3.6597e-03, 1.1642e-03, -1.5622e-02, 3.4366e-03, -3.2052e-03,\n", + " 3.7092e-03, -8.6618e-03, 1.7725e-03, -8.1583e-03, 2.9460e-03,\n", + " 5.4536e-03, -4.1814e-03, -1.3725e-03, -1.1748e-03, -3.9166e-03,\n", + " -5.5250e-03, 7.4509e-03, 1.0152e-03, 3.5481e-03, 1.4679e-04,\n", + " -7.5373e-03, 2.4505e-03, 1.4469e-02, -9.2050e-04, -3.4448e-03,\n", + " 5.5257e-03, -1.4814e-03, -1.0224e-02, -2.8918e-04, -5.2960e-03,\n", + " -3.7574e-03, -6.6488e-03, -1.1604e-02, 4.2734e-03, 1.1483e-02,\n", + " -2.2237e-03, -5.5621e-03, -1.6145e-03, -2.9224e-03, -1.5351e-03,\n", + " 1.2854e-02, -7.4421e-03, 7.5455e-03, -2.4450e-03, 9.4793e-03,\n", + " -6.1770e-03, -7.1172e-03, 1.0471e-02, 7.8631e-03, -1.3038e-03,\n", + " 3.3504e-03, 8.5362e-03, -1.0477e-03, -3.8880e-03, -2.4888e-03,\n", + " 4.9368e-03, -8.1197e-03, 9.9427e-04, -4.7025e-03, 4.1713e-03,\n", + " -7.2387e-03, 6.6660e-03, -2.8491e-04, -1.2936e-02, -6.7687e-04,\n", + " -2.5540e-03, -4.1334e-03, -2.4108e-03, -5.5863e-03, 1.6830e-03,\n", + " 8.4679e-03, 3.2575e-03, -3.3480e-03, 5.7803e-03, 6.6457e-03,\n", + " -1.2165e-03, 1.1336e-02, -9.1204e-04, -9.3450e-03, 1.4828e-03,\n", + " -1.4581e-03, 2.0117e-02, -2.2350e-03, 6.7275e-03, 5.0853e-03,\n", + " -6.8267e-03, -4.5125e-03, 8.5065e-03, 2.9726e-04, 2.6864e-03,\n", + " -1.0950e-02, -2.3379e-03, 1.8809e-03, 3.9471e-03, -5.5182e-03,\n", + " -8.8502e-03, -1.0496e-02, -4.1959e-03, 1.0171e-02, 6.4402e-03,\n", + " 7.6755e-03, -7.6814e-04, 3.3936e-03, -6.1212e-04, -2.8144e-03,\n", + " 3.6434e-03, -1.8301e-03, -3.5509e-03, -1.2277e-03, 7.5024e-03,\n", + " 2.6931e-03, -5.8733e-03, 6.2162e-03, 9.3946e-04, 1.1192e-02,\n", + " -2.1002e-03, -1.1239e-02, 6.0676e-03, -1.4406e-03, -5.8555e-04,\n", + " -9.2073e-03, -9.7838e-03, 7.4165e-04, 4.0356e-04, 5.3463e-03,\n", + " 4.1307e-04, -9.0878e-03, -6.8219e-04, 7.6987e-03, 5.8444e-03,\n", + " -2.4530e-03, 7.1749e-03, 1.0216e-02, 1.9995e-04, -2.6142e-03,\n", + " -3.2511e-03, -3.0014e-03, -1.8648e-03, 2.3605e-03, -5.5304e-03,\n", + " -4.4011e-03, 2.6851e-03, 9.9579e-04, 6.2637e-03, 9.9530e-05,\n", + " 3.2087e-03, 3.1528e-03, -1.1184e-03, -5.3084e-03, -6.1962e-03,\n", + " -3.9060e-03, -1.9280e-03, 4.5608e-03, -5.9172e-03, 6.8239e-04,\n", + " -7.0322e-03, 3.1807e-03, 8.3071e-03, 3.0717e-03, 1.7928e-03,\n", + " -8.4107e-03, 2.5259e-03, -1.8203e-03, 4.1147e-03, 4.0052e-03,\n", + " 2.2913e-03, 5.9351e-03, -1.4575e-03, -1.0328e-03, -7.5893e-04,\n", + " -3.8978e-03, 5.9926e-03, -1.9657e-03, -3.6788e-03, 3.4157e-04,\n", + " 5.4530e-03, 1.3763e-03, -1.0285e-03, -7.5862e-03, 6.7878e-03,\n", + " -5.5648e-03, 2.2531e-03, 2.8556e-03, -2.9084e-03, -6.7986e-03,\n", + " 6.1615e-04, 8.0604e-03, 1.0222e-03, 3.4316e-03, -2.2939e-03,\n", + " -2.2121e-03, -3.5766e-03, -2.5128e-03, 3.3710e-03, 1.0341e-03,\n", + " -6.1566e-05, 1.2589e-04, -7.8522e-03, -1.0214e-03, 5.0569e-03,\n", + " -8.7669e-03, -1.9756e-03, -2.2227e-03, -3.5058e-03, -1.1899e-03,\n", + " -8.6366e-03, -2.2831e-03, -1.0249e-02, -8.4824e-03, 1.5228e-02,\n", + " 1.2078e-02, 1.0698e-02, -1.5696e-02, -8.6756e-03, 1.7731e-02,\n", + " -7.0623e-03, -1.3727e-02, 1.0227e-02, 5.0372e-03, 1.5536e-02,\n", + " -5.2715e-03, -5.0985e-03, -4.4135e-05, 2.4728e-03, 8.3796e-03,\n", + " 8.3047e-03, -5.1402e-04, -1.6888e-02, 4.7402e-03, 5.0533e-03,\n", + " -3.9051e-03, -1.0703e-02, 8.8101e-03, -1.8548e-04, -1.6051e-02,\n", + " -4.2856e-04, -6.6881e-04, -9.1617e-03, 1.6202e-02, -7.0617e-03,\n", + " 3.6559e-03, -7.1025e-03, 3.8613e-03, 7.1007e-03, -5.0604e-03,\n", + " 2.0519e-04, 2.5296e-02, 1.1119e-02, 1.0369e-02, 7.6319e-03,\n", + " 3.4981e-03, -1.0297e-02, 2.0773e-03, -1.1659e-02, 1.2977e-02,\n", + " 1.3192e-02, 1.1362e-02, 1.0453e-03, -1.1043e-02, 4.3622e-03,\n", + " 1.6621e-03, -1.9261e-03, -1.7855e-02, -1.3278e-03, 3.3072e-04,\n", + " 4.7950e-03, -1.2542e-03, 4.9145e-03, 7.5284e-03, -2.4942e-03,\n", + " 9.9862e-03, 8.0355e-03, 4.3321e-03, 1.2416e-02, 7.6399e-03,\n", + " -5.3839e-03, 9.1466e-03, 6.4775e-03, 1.3486e-05, 1.3839e-02,\n", + " -4.8555e-03, 8.9237e-03, -2.0714e-03, -6.5818e-03, 9.0126e-03,\n", + " 3.9993e-03, 1.2369e-03, -5.7534e-03, 5.8314e-04, 5.8248e-03,\n", + " -6.6138e-03, 1.6026e-03, -3.4453e-03, 2.2482e-03, -3.3122e-03,\n", + " 1.3418e-03, -4.8673e-03, -6.7421e-03, 5.9645e-03, 1.9944e-03,\n", + " -1.2827e-02, 8.6705e-03, -3.8243e-03, 1.5297e-02, 9.7478e-03,\n", + " 6.2413e-03, 1.3095e-02, 2.4084e-03, -1.6346e-03, -3.4337e-04,\n", + " -1.0026e-02, -7.6160e-03, 2.2998e-03, 5.1670e-03, 5.2094e-03,\n", + " -7.5608e-03, -3.7930e-03, 7.8396e-03, 6.9957e-03, -8.3375e-03,\n", + " -4.4893e-04, 2.5849e-03, 1.5873e-02, 1.2561e-03, -1.8992e-03,\n", + " -4.4821e-03, -4.4094e-03, -1.2212e-03, -6.3208e-04, 9.6256e-03,\n", + " -9.2272e-03, 4.8028e-03, -2.5373e-04, -1.4593e-02, 9.2847e-03,\n", + " 7.9161e-03, 6.9568e-03, -7.4314e-03, -2.7165e-03, 1.6280e-03,\n", + " 1.3595e-03, 5.6553e-04, -4.0750e-03, -4.2465e-03, -1.0115e-02,\n", + " -8.1923e-04, -5.6878e-03, 3.0217e-04, 3.3321e-03, 2.0782e-02,\n", + " -8.8998e-04, 4.1258e-03, 8.7113e-03, 4.5791e-03, 1.1935e-02,\n", + " -1.4454e-02, -1.8066e-02, -4.8329e-03, 1.7725e-03, -4.7939e-03,\n", + " 3.5011e-03, 8.5801e-03, 1.5569e-03, 6.5397e-03, 7.0527e-03,\n", + " 3.2847e-03, -1.2555e-02, 1.2475e-02, -1.1344e-02, -9.0128e-03,\n", + " 1.2159e-02, -7.6919e-03, 1.1240e-02, 1.8667e-02, 1.2395e-03,\n", + " 7.6517e-03, -6.0298e-03, 1.4258e-03, -4.3236e-03, -2.0976e-03,\n", + " -5.3602e-03, -4.0874e-03, 5.4110e-03, -1.4780e-02, -1.0553e-02,\n", + " -2.2428e-03, -9.1313e-03, 6.3676e-05, 7.1968e-03, 7.4263e-04,\n", + " 9.9307e-03, -7.7033e-03, 4.0412e-03, -1.1465e-04, 1.6323e-03,\n", + " 5.1087e-04, -6.3132e-03, 1.1255e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.8928e-02, 6.4250e-03, -3.6087e-02, 2.6427e-03, -2.4520e-02,\n", + " 8.7106e-03, -5.2263e-03, -2.2136e-02, 3.4373e-02, 3.5794e-02,\n", + " -3.1631e-04, 6.7685e-03, 2.2678e-02, 2.4428e-02, 2.0456e-02,\n", + " -1.5665e-02, -1.0588e-02, -2.9597e-02, -5.0205e-02, -2.0843e-02,\n", + " 9.0527e-03, -1.8869e-02, -1.0835e-02, 2.6565e-02, -2.4591e-02,\n", + " -6.7504e-03, 1.1461e-02, 1.0154e-02, -1.3511e-02, -3.5687e-02,\n", + " -2.2666e-02, -4.1856e-02, -5.6255e-03, -1.4619e-02, -4.9571e-03,\n", + " -4.4483e-02, -1.5654e-02, -2.3084e-02, 4.6396e-02, 5.0769e-02,\n", + " 4.8610e-02, -3.5109e-02, -1.9492e-02, 3.9821e-02, -4.1494e-02,\n", + " 2.3204e-02, 9.3603e-03, 4.3165e-02, -2.0589e-02, -4.0228e-02,\n", + " 3.1040e-02, -3.6712e-02, -1.8791e-03, 1.1276e-02, 2.2171e-02,\n", + " -2.2295e-03, 4.1345e-02, 4.4782e-02, -2.3902e-02, -1.9803e-02,\n", + " 3.0908e-02, 4.6999e-02, 4.9401e-03, -1.8596e-02, 3.1769e-03,\n", + " -3.6414e-02, -1.8910e-02, -1.8486e-02, -5.0802e-03, -6.0217e-02,\n", + " -4.5932e-02, -2.8969e-02, -1.1005e-02, -1.0525e-02, -1.4149e-03,\n", + " -1.8349e-02, 2.3009e-02, -3.4443e-03, 3.1566e-02, -2.4087e-02,\n", + " -1.1097e-01, -1.6259e-02, -3.5101e-02, 2.4543e-03, 7.8738e-03,\n", + " 9.0377e-03, 7.8583e-03, -2.3818e-02, 4.1421e-02, -1.8989e-02,\n", + " 3.3224e-02, 1.1954e-02, -2.7115e-02, 6.1054e-03, -6.7557e-02,\n", + " -6.5072e-03, 2.0453e-02, -2.7065e-02, -1.3757e-02, 2.4586e-02,\n", + " 3.7516e-02, -5.5119e-02, -1.2433e-02, 1.8206e-02, 3.5419e-02,\n", + " -3.3227e-02, -1.5576e-03, -6.2497e-03, -1.2372e-03, -1.9339e-03,\n", + " 4.9021e-02, 3.1425e-03, -1.1345e-02, -3.4212e-02, -1.3097e-02,\n", + " -1.0403e-02, 4.5694e-02, -8.8458e-04, -4.3328e-03, -5.0483e-02,\n", + " -6.2608e-03, 7.8077e-03, 4.5732e-03, -1.6242e-02, 2.9126e-02,\n", + " 2.6558e-02, 1.5598e-02, -2.8107e-02, -6.7817e-03, -5.5727e-02,\n", + " -5.5943e-02, 3.4623e-02, -4.2297e-02, 7.5304e-02, -4.2679e-01,\n", + " 2.4294e-02, -3.4287e-02, -9.9917e-02, -7.4658e-02, 1.9612e-02,\n", + " 3.0210e-02, 2.5270e-02, 1.4531e-01, -1.1318e-02, 9.7475e-03,\n", + " 6.7754e-03, -2.6597e-02, 7.5265e-02, 2.6959e-02, -1.2919e-01,\n", + " -8.1433e-02, -7.9527e-02, 1.0795e-01, 3.0857e-02, 6.1545e-02,\n", + " 9.1433e-02, -1.4918e-02, -8.5770e-03, -1.5583e-02, -6.5840e-02,\n", + " 7.1247e-03, -1.0344e-01, 5.5598e-02, -1.9210e-02, 9.9015e-02,\n", + " -5.3722e-02, -5.1335e-02, 9.4339e-02, -1.1485e-01, 3.4818e-02,\n", + " 2.9176e-02, -1.1607e-01, -4.2199e-02, 7.5650e-02, -2.7296e-02,\n", + " -7.2096e-03, 6.3197e-02, -1.1070e-01, 5.4696e-02, 4.4346e-02,\n", + " 8.9871e-02, -6.7862e-02, -6.2581e-03, 8.5896e-02, 9.1326e-02,\n", + " 4.3400e-03, 1.1918e-01, 9.5094e-02, -2.4699e-02, 2.3946e-01,\n", + " -2.2072e-02, -3.0153e-02, 3.1778e-02, -1.5740e-02, -1.1354e-02,\n", + " 8.0509e-03, -8.9999e-03, 3.4853e-03, 1.5241e-03, 2.9698e-03,\n", + " 8.5340e-03, -5.7973e-03, -1.3635e-03, 5.4865e-03, 9.7192e-03,\n", + " -7.6736e-04, -1.0212e-02, -7.6212e-03, 1.3071e-03, 2.6827e-03,\n", + " 6.7219e-03, -2.2823e-02, -3.4491e-02, -2.0765e-02, -2.3974e-03,\n", + " -5.9103e-03, 2.0696e-02, -1.4267e-02, -9.0430e-03, 1.9152e-02,\n", + " -1.3758e-02, 1.2699e-02, -3.0979e-03, 1.1826e-03, 1.3063e-02,\n", + " -1.9296e-02, -1.4987e-03, 1.5602e-02, -4.0193e-03, -1.6374e-02,\n", + " 3.6784e-03, -8.1125e-04, 1.2639e-02, -3.3293e-02, 2.7097e-02,\n", + " -2.9319e-03, -2.4749e-03, -5.6019e-03, -1.8659e-02, 1.9774e-02,\n", + " -6.0444e-03, 1.0730e-03, -8.9020e-03, -2.4519e-02, -2.5099e-03,\n", + " 2.0677e-02, 8.0127e-03, -1.4672e-02, 1.3346e-02, -1.2279e-03,\n", + " -7.8777e-03, -3.3122e-03, 1.4286e-02, -1.3947e-02, -4.0466e-03,\n", + " -1.1798e-03, -2.1179e-02, 1.5195e-02, 1.5099e-02, 2.6390e-02,\n", + " 1.9045e-02, 7.4747e-02, -8.9122e-03, -3.7042e-02, -2.7115e-02,\n", + " -1.9907e-02, -1.1937e-02, 2.2061e-02, 1.7673e-02, -5.9050e-03,\n", + " -1.6134e-02, -2.8610e-02, -3.0203e-02, -2.8072e-02, 4.6289e-04,\n", + " 4.6101e-02, -4.6684e-03, -1.4187e-03, -1.9440e-02, -4.0631e-04,\n", + " -2.7333e-03, 3.6234e-03, 2.4783e-02, -1.0866e-03, 6.2653e-02,\n", + " -2.6466e-02, -4.0583e-02, -4.7600e-02, 1.9036e-02, 2.7644e-02,\n", + " -2.0271e-02, -2.3650e-03, -2.9081e-02, 3.3822e-03, 2.0345e-02,\n", + " -3.2979e-02, -3.2419e-02, -9.1740e-03, 7.2888e-03, 3.4267e-02,\n", + " -2.2923e-02, -1.5664e-03, -6.4432e-02, -2.2636e-02, 5.3572e-03,\n", + " 5.7717e-02, 1.5846e-02, -3.2223e-02, 4.9981e-02, 3.5354e-02,\n", + " -1.4878e-02, -7.6492e-03, -3.0729e-02, -1.5768e-02, 6.8971e-03,\n", + " 1.8376e-02, -1.5886e-02, 1.3967e-02, 2.2513e-02, -3.2362e-02,\n", + " 4.6240e-02, -4.6268e-02, -1.6453e-02, 8.6345e-02, -6.8723e-02,\n", + " -2.5146e-02, 1.8445e-02, -5.0425e-02, -1.0186e-02, -1.2901e-02,\n", + " 7.1878e-02, -2.9980e-01, 3.0242e-02, -1.0435e-02, 1.9748e-02,\n", + " -3.3232e-02, 2.0121e-01, -5.1763e-03, -1.6922e-02, -9.9091e-03,\n", + " -7.6954e-03, 5.2974e-02, 3.2717e-02, -8.2579e-03, 1.1296e-01,\n", + " 5.8338e-02, 1.8630e-02, -1.1507e-01, -8.3062e-03, -1.2145e-02,\n", + " 6.2234e-02, 3.5365e-02, 1.2263e-01, 8.5265e-02, -1.4460e-02,\n", + " -2.5631e-02, 5.5174e-02, 4.0320e-02, -2.9446e-02, -5.3710e-02,\n", + " -7.9709e-02, 2.7282e-02, -3.4947e-02, -2.9093e-02, 8.3831e-03,\n", + " 2.3203e-02, -4.2313e-02, 3.2532e-02, -8.5227e-02, 5.8802e-02,\n", + " 4.7500e-02, 3.7399e-02, 4.7554e-02, -1.1786e-01, 1.9795e-02,\n", + " -5.1543e-03, -1.1492e-02, 7.3882e-02, 3.9120e-03, 5.0728e-02,\n", + " -2.5778e-03, 8.7140e-02, -2.6789e-02, 3.5548e-02, 2.4353e-02,\n", + " 8.3703e-02, 1.6824e-02, 4.5147e-02, -1.4918e-02, -6.7792e-02,\n", + " -6.0514e-02, -2.3853e-02, 2.8170e-02, 8.5863e-02, -7.8028e-02,\n", + " 3.8012e-02, 5.1415e-02, -2.2834e-03, -8.8016e-03, 1.1854e-02,\n", + " 5.6361e-02, -3.5936e-02, -4.4917e-01, 1.2718e-01, -1.3418e-02,\n", + " -8.1954e-02, -1.7587e-02, -2.5649e-02, 6.2907e-02, -9.0576e-02,\n", + " 5.8267e-02, -1.6562e-03, -5.4279e-02, 7.1114e-03, 1.5910e-02,\n", + " 4.9400e-02, 6.2086e-02, -1.2349e-03, -4.9103e-02, 5.0096e-02,\n", + " -1.5162e-02, 6.2128e-02, -7.0462e-02, 4.6906e-02, -1.8102e-02,\n", + " -4.2066e-02, 7.2862e-02, -4.7973e-03, -7.8128e-02, -5.5631e-02,\n", + " -5.8616e-02, -2.1139e-02, 4.8331e-02, 1.9620e-02, 2.0710e-02,\n", + " 1.6144e-02, -1.5017e-02, -2.1188e-02, 3.2937e-02, -9.5130e-02,\n", + " 1.0705e-01, 4.7056e-03, 4.0160e-03, -9.2210e-03, -8.2552e-02,\n", + " -1.2056e-01, 2.9885e-02, 4.2291e-02, 7.5424e-03, -2.6417e-02,\n", + " 1.8278e-02, 6.5671e-03, -1.9314e-02, 1.1234e-02, 8.9791e-04,\n", + " -3.0367e-03, 1.3187e-02, 3.4200e-02, 1.0998e-02, 1.1461e-02,\n", + " 1.2755e-02, 4.1092e-02, -1.9407e-02, -1.0985e-02, 1.1463e-03,\n", + " -1.1716e-02, -2.0257e-02, -1.6552e-03, 3.5298e-03, -1.4161e-04,\n", + " 2.6267e-02, 9.5245e-03, -2.6921e-02, 1.1993e-02, 1.9397e-02,\n", + " -2.6265e-02, 2.3255e-02, 2.3587e-02, 2.6331e-02, 2.9057e-02,\n", + " 2.0335e-02, -8.5442e-03, -6.6706e-03, 1.3002e-02, -1.4796e-02,\n", + " 3.8096e-02, -1.4293e-03, -1.0802e-02, 2.2532e-02, 1.6324e-02,\n", + " 3.3287e-03, -2.5329e-03, 8.0914e-03, -1.5704e-02, -8.1367e-03,\n", + " 8.0492e-03, 6.3210e-03, 1.2887e-02, -1.5570e-02, -1.6245e-02,\n", + " 3.7748e-03, -9.4684e-03, 5.1092e-03, -1.5236e-03, -7.8516e-03,\n", + " 3.0148e-02, -4.6574e-03, -1.5652e-02, -1.8414e-02, -4.8857e-03,\n", + " 1.2938e-02, 1.3619e-03, 1.6399e-02, 3.7851e-02, 4.8976e-04,\n", + " 2.2249e-03, 3.5374e-02, -4.6371e-02, 3.1519e-02, 1.1191e-02,\n", + " 3.5942e-02, -3.4612e-03, -8.5393e-03, -1.8504e-02, 1.7272e-02,\n", + " 5.3372e-02, -1.5619e-02, -2.8099e-02, 1.0773e-03, 2.1760e-02,\n", + " 3.8248e-02, -4.7646e-03, 1.9283e-02, -6.7653e-03, -1.7880e-02,\n", + " 3.9084e-03, 3.5228e-02, 3.6506e-03, 7.3232e-03, 3.7074e-03,\n", + " 1.6152e-03, 2.7036e-02, -1.6412e-03, -4.4253e-03, -2.2397e-03,\n", + " 1.6211e-02, 4.3293e-03, 2.4323e-03, -2.3251e-02, 2.2354e-02,\n", + " 8.7723e-03, -1.9025e-02, -2.3427e-02, -1.9457e-02, 1.3040e-02,\n", + " 9.2839e-03, 1.6676e-02, -2.2715e-02, -4.9381e-02, -5.5905e-03,\n", + " -2.1866e-02, 1.8809e-03, 9.7890e-03, 1.1617e-02, -8.3639e-04,\n", + " -5.8671e-03, 3.4291e-04, -1.1437e-02, 2.5190e-02, -2.4310e-02,\n", + " -1.4565e-03, -3.8908e-03, -1.8908e-03, 2.8558e-02, 1.2183e-03,\n", + " 1.4245e-02, -8.8100e-03, -7.2727e-03, 9.8439e-03, -5.1429e-03,\n", + " 1.3028e-02, 1.3599e-02, -1.2123e-02, 1.0412e-02, -1.2215e-02,\n", + " -2.3549e-02, 3.0077e-02, 3.0083e-02, 1.9948e-02, 3.1362e-02,\n", + " 1.7224e-02, -1.7492e-02, -2.5001e-03, -2.3100e-02, -3.4183e-02,\n", + " 3.3668e-02, 1.1798e-02, -1.8933e-02, -4.0789e-02, -1.0059e-02,\n", + " -1.2587e-02, -5.6057e-02, -1.6766e-03, 8.0958e-03, 2.1528e-02,\n", + " 2.4575e-02, -1.1000e-02, -3.1954e-03, 2.3998e-02, -2.5706e-02,\n", + " -1.9263e-03, -3.0089e-02, 1.5664e-04, 1.4320e-03, -2.1507e-02,\n", + " -8.3506e-03, -3.6538e-02, 2.6479e-02, -5.2093e-03, -3.3479e-02,\n", + " 6.4125e-03, 1.4397e-02, 1.0152e-02, 8.6905e-03, -4.0108e-02,\n", + " -1.3341e-02, -1.9673e-02, 2.5824e-02, 1.6806e-03, 4.4675e-02,\n", + " -2.8879e-03, 2.0816e-02, -7.2220e-03, -2.1220e-02, 1.8921e-02,\n", + " 1.0352e-02, 3.5896e-02, 3.2982e-02, -1.2306e-02, -2.5565e-02,\n", + " 1.2702e-03, 5.2482e-03, 1.0748e-02, 1.0445e-02, -4.2175e-02,\n", + " -2.8956e-02, -9.8441e-03, 4.5921e-02, 5.3678e-03, 1.0464e-03,\n", + " 2.0961e-03, -3.3961e-02, -1.7477e-02, 1.2072e-02, 4.0617e-03,\n", + " 1.6742e-02, 4.2408e-02, -2.6830e-02, -1.9307e-02, -1.3830e-02,\n", + " -2.1352e-02, -1.7830e-02, 5.1964e-03, -9.1431e-03, 3.2547e-03,\n", + " 2.3162e-02, -6.5850e-03, -4.5545e-03, -1.3545e-02, -3.3110e-03,\n", + " 1.2560e-02, -1.8602e-02, -8.0113e-03, 7.2269e-03, -2.9990e-02,\n", + " -2.8031e-02, -1.7690e-02, -1.5990e-02, -4.3190e-03, 5.8396e-03,\n", + " 2.2739e-02, -1.1243e-02, -2.3899e-02, -9.9552e-03, -3.2969e-03,\n", + " 2.5843e-04, -5.0730e-03, -1.7659e-02, -2.7961e-02, -3.1366e-02,\n", + " -3.4438e-02, -1.9468e-02, 8.3128e-03, 1.5317e-02, -1.7636e-02,\n", + " -3.9919e-03, -3.8846e-03, 1.1868e-03, -6.3348e-03, 2.9717e-02,\n", + " -5.9271e-03, -2.4939e-02, 9.1898e-03, -6.9647e-03, 7.7740e-02,\n", + " 8.2349e-03, -1.8818e-03, -2.0718e-02, -3.8484e-02, 2.0732e-02,\n", + " -1.1053e-02, -1.8700e-02, 3.6481e-02, 1.5331e-02, -9.2603e-03,\n", + " 3.8407e-02, 1.4102e-02, -4.8100e-02, 8.3475e-03, -2.5904e-02,\n", + " -1.7927e-02, 4.1530e-04, -2.4523e-02, 7.8518e-03, 2.7492e-02,\n", + " -1.4832e-03, 4.7044e-03, -3.0004e-02, -3.1918e-02, -2.3863e-03,\n", + " 5.4427e-02, 6.8771e-03, 1.7696e-02, 2.0295e-02, 2.0656e-02,\n", + " -3.5771e-02, 4.6067e-02, -2.5592e-02, -8.0864e-03, 3.8550e-02,\n", + " 4.9336e-02, 1.3200e-02, 3.2137e-02, 5.6092e-02, 4.0812e-04,\n", + " -3.7615e-02, -4.6335e-02, -8.1233e-03, -3.0353e-02, -2.1916e-02,\n", + " -6.1130e-02, -1.6654e-02, 1.8767e-02, 5.5183e-02, -1.5565e-02,\n", + " 6.1049e-02, -6.5147e-02, -1.6593e-02, 1.8497e-02, -6.0566e-03,\n", + " 3.2047e-02, -2.2300e-02, 4.6605e-02, 2.9127e-02, -4.0899e-03,\n", + " -1.8908e-02, -1.2942e-02, 1.4077e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.4681e-02, -5.4066e-02, -6.2891e-02, 4.4840e-03, 2.4082e-02,\n", + " -7.3098e-02, -2.9787e-02, 4.5154e-03, -1.3620e-02, -3.0817e-02,\n", + " 4.0890e-02, -6.8334e-04, 2.9737e-02, -2.7498e-02, 2.0787e-02,\n", + " -1.0357e-01, -7.0940e-02, -7.5689e-02, 2.5420e-02, -2.7607e-02,\n", + " -7.9087e-02, 2.3951e-02, -6.2280e-02, -5.3199e-02, 1.2222e-02,\n", + " -3.9758e-02, 3.4428e-02, -2.7722e-02, 3.9835e-02, -5.5624e-02,\n", + " 2.7014e-03, -1.2508e-02, -8.2543e-02, 5.5015e-02, 4.0294e-04,\n", + " 2.5569e-02, 4.4042e-04, 5.6152e-02, -3.2360e-02, -4.6095e-03,\n", + " 2.6647e-02, 1.9164e-02, 2.1054e-02, -2.9984e-02, 4.1976e-02,\n", + " -1.4949e-03, -7.2505e-03, -4.2456e-02, 6.2808e-02, -1.1283e-02,\n", + " 5.2470e-02, -1.4231e-02, -9.6822e-02, 3.6358e-03, 4.6504e-02,\n", + " -1.5774e-02, -3.9079e-02, 4.1418e-02, 8.9697e-03, 7.3899e-02,\n", + " -1.9247e-02, 9.2285e-03, 2.2218e-02, -8.3857e-02, -3.0109e-02,\n", + " -9.7241e-03, 1.9096e-02, -1.4194e-02, -9.5801e-03, 4.7747e-02,\n", + " 2.3901e-02, -6.0742e-02, -1.5152e-02, 4.6145e-02, -7.9244e-02,\n", + " 1.1301e-01, 6.3320e-02, -8.3932e-02, -6.8041e-02, -5.4522e-02,\n", + " -6.2869e-02, 2.4266e-02, 9.2899e-04, -5.1252e-02, -5.6326e-02,\n", + " -5.5143e-03, 3.1643e-03, 1.1350e-02, 7.5113e-03, 3.6056e-02,\n", + " -1.0175e-03, 3.0507e-02, -1.5428e-01, -3.4266e-02, 4.4927e-02,\n", + " 6.1221e-03, 1.4266e-02, 2.0828e-03, -3.4110e-02, 1.4717e-02,\n", + " 2.1498e-02, -1.0509e-02, -8.6130e-02, 6.4144e-02, -2.4359e-03,\n", + " 7.6318e-03, 8.3538e-03, -2.1387e-02, 8.3970e-02, -1.0363e-02,\n", + " 3.9162e-03, 5.5387e-02, 6.2889e-03, 5.4142e-03, 2.0808e-02,\n", + " -2.4140e-02, -3.9297e-03, 5.0387e-02, -3.3358e-02, -6.9041e-02,\n", + " -2.7131e-02, 6.5914e-02, 1.5775e-02, -1.0327e-01, -4.7423e-02,\n", + " 2.3013e-02, -3.2198e-03, -1.6355e-02, 3.5229e-02, 8.8725e-02,\n", + " 6.2658e-03, -1.1406e-02, -7.4799e-02, -7.7722e-02, 1.6772e-02,\n", + " 1.3844e-02, -1.0805e-01, -2.7898e-02, -2.1714e-02, 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4.0946e-02,\n", + " 2.6616e-02, -3.7431e-02, -1.8410e-02, 8.7063e-02, 1.9218e-02,\n", + " -3.5425e-02, -1.9042e-02, 6.4625e-02, 3.3676e-02, 3.3825e-02,\n", + " -7.7980e-02, -1.0784e-01, 2.3079e-03, 1.0262e-02, -4.0258e-02,\n", + " -2.0764e-02, -2.8118e-02, -2.6973e-02, -5.4145e-02, -2.8428e-02,\n", + " -1.6195e-02, 6.4060e-04, -6.9473e-03, 1.1217e-02, -1.9563e-01,\n", + " 7.3998e-02, -8.9053e-03, -1.4043e-02, 1.2157e+00, 3.2087e-02,\n", + " 4.0108e-02, 2.0360e-02, -3.8572e-03, 7.4940e-03, -5.0169e-02,\n", + " -6.1510e-02, -3.5024e-02, -2.4799e-02, 2.4922e-02, -3.0134e-02,\n", + " -6.1142e-03, -5.0137e-02, -6.3522e-02, 1.1062e-01, 8.8626e-03,\n", + " 2.0531e-02, -5.5657e-02, 4.3044e-02, -1.1003e-02, 4.9463e-02,\n", + " -3.7874e-02, -3.1286e-02, 1.4668e-03, -4.7391e-02, 8.3346e-02,\n", + " 1.1376e-02, -4.2750e-02, 2.3355e-02, 1.9958e-02, 4.7395e-02,\n", + " -6.2040e-02, -1.7714e-02, -1.0600e-01, 4.2801e-03, 2.0182e-02,\n", + " 4.4002e-02, 9.6383e-03, 3.8340e-02, -2.1841e-02, -4.7436e-03,\n", + " 3.7288e-02, 5.9915e-02, 5.7653e-03, 4.6285e-02, -1.6712e-02,\n", + " 1.2529e-02, -2.6969e-02, -8.3025e-02, 5.3555e-02, -2.9242e-02,\n", + " 6.8520e-02, -3.1568e-02, -2.0418e-02, -3.9028e-02, -3.9742e-02,\n", + " -2.5031e-02, -4.9433e-02, -7.5576e-02, -3.5555e-02, -9.7042e-05,\n", + " 2.8356e-02, 6.1653e-02, -6.0994e-03, 2.2635e-02, -3.4275e-02,\n", + " -3.2411e-02, 1.9559e-02, 1.1804e-02, 7.0637e-02, -6.9882e-04,\n", + " -3.5074e-02, 2.2629e-01, 8.4978e-03, 3.0544e-02, 1.4565e-02,\n", + " -2.2957e-02, 5.7673e-02, 1.7200e-02, -3.6492e-02, 4.5881e-02,\n", + " 2.8431e-02, -1.1186e-02, -5.1710e-02, 1.3281e-02, -5.1293e-02,\n", + " 2.1434e-02, 4.6834e-02, 2.2433e-02, -3.8009e-02, -1.5834e-02,\n", + " 7.3873e-02, 1.7258e-03, -1.0754e-01, -7.1107e-03, 6.5692e-02,\n", + " 1.3519e-02, -2.6093e-02, -1.1058e-02, -4.4562e-03, 1.5061e-02,\n", + " 1.8063e-02, 1.9262e-02, 2.2487e-02, 1.9683e-02, 2.6294e-02,\n", + " -2.8451e-02, -1.5648e-02, 6.6467e-02, 1.0338e-02, 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+ " 6.9383e-02, 7.3598e-04, -2.3009e-03, 2.1506e-02, 2.0524e-02,\n", + " -2.6463e-02, -1.4139e-02, 2.3322e-02, -7.9954e-02, -1.6620e-02,\n", + " 2.6249e-03, -8.3204e-02, -3.9843e-03, 5.2497e-02, 1.7727e-02,\n", + " -3.4119e-02, 2.1007e-02, 9.3587e-03, 4.7775e-02, -2.5852e-02,\n", + " 2.1770e-02, -9.9064e-03, 8.6589e-02, 4.4021e-02, 5.7886e-02,\n", + " -1.2250e-01, 2.1355e-02, 6.0990e-03, 1.0273e-02, 9.3130e-02,\n", + " 3.5367e-03, -1.6839e-02, -7.6280e-03, 4.4022e-02, 1.0221e-02,\n", + " 5.0774e-02, 4.4902e-02, 2.6917e-02, -2.3493e-02, -6.7071e-02,\n", + " -1.3298e-03, 2.3782e-02, -2.4929e-02, -6.7760e-02, -5.5360e-03,\n", + " 7.3648e-02, -7.2348e-02, 4.6346e-02, -5.0559e-02, 4.2068e-02,\n", + " -2.8992e-02, -1.0759e-02, -1.8697e-03, 3.5629e-02, 7.4038e-03,\n", + " 5.6024e-02, -5.9133e-03, 2.5873e-03, -4.2873e-02, 3.4346e-03,\n", + " 3.5722e-02, 4.2984e-02, 4.2554e-02, 6.6562e-04, 6.5072e-02,\n", + " 3.2047e-02, -2.8033e-02, -4.0067e-02, -1.9896e-02, 2.6844e-02,\n", + " 1.5713e-02, 2.7007e-02, 1.7208e-03, 2.7382e-02, -2.8528e-02,\n", + " -9.5764e-03, -3.7873e-03, 4.8190e-02, -3.1590e-02, 2.1014e-02,\n", + " -2.0368e-02, 5.4421e-02, -7.1725e-02, -8.6915e-03, 2.6952e-02,\n", + " -7.8349e-02, -9.0707e-03, 9.5074e-02, 3.2150e-02, 1.1448e-02,\n", + " 5.6572e-02, -7.6614e-02, -2.5835e-02, 6.2667e-02, 5.7868e-02,\n", + " 3.0811e-02, -7.5745e-02, 2.4123e-02, -1.3416e-02, 2.8002e-03,\n", + " 3.0532e-02, 3.7419e-02, -6.3580e-03, 3.0664e-02, -1.6023e-02,\n", + " 1.3474e-02, -4.7145e-02, 1.6537e-02, 3.0591e-02, -1.4612e-02,\n", + " -4.8427e-02, 8.4595e-03, 1.5825e-02, -4.0959e-02, -4.3765e-03,\n", + " -3.5155e-02, 1.7474e-02, 1.6672e-02, -2.6941e-02, -6.5927e-03,\n", + " 1.3952e-02, 5.1979e-02, 3.4947e-02, 2.1694e-02, 5.3444e-02,\n", + " 4.4460e-02, 2.3744e-02, 3.1567e-03, 3.1133e-02, 5.1904e-02,\n", + " -7.2177e-02, 5.8114e-02, 1.6292e-02, -9.4155e-04, 4.1362e-02,\n", + " 1.0547e-02, -6.4471e-02, -8.1723e-02, -8.5331e-02, 3.6440e-02,\n", + " -3.4340e-02, -4.3104e-02, -3.2928e-02, -1.0634e-01, 6.1039e-03,\n", + " -1.0104e-02, -4.3732e-02, 1.1884e-02, -1.1804e-01, 3.0080e-02,\n", + " -3.3518e-02, -3.2584e-02, -1.1679e-02, 2.3576e-02, 6.7879e-02,\n", + " 4.8604e-02, 1.2419e-02, 3.3853e-02, 4.8899e-02, -6.6467e-02,\n", + " -2.8840e-02, -3.0531e-03, -5.1256e-02, 2.3428e-02, -2.9860e-02,\n", + " 4.6447e-02, -1.1162e-01, -3.4130e-02, -2.4756e-02, 3.2605e-02,\n", + " -2.0136e-02, 3.9484e-02, -1.0728e-01, 4.5709e-02, -9.8205e-03,\n", + " -6.3821e-03, -1.0939e-02, 2.4898e-02, -1.0018e-01, -4.9592e-02,\n", + " -1.0217e-01, -1.2094e-02, 6.5450e-02, -1.0138e-02, -2.9353e-02,\n", + " 6.4286e-02, -5.8459e-02, -1.1556e-01, 2.9296e-02, 3.7099e-03,\n", + " -9.7565e-03, 1.9144e-02, -4.2326e-02, 3.3376e-02, 1.3709e-02,\n", + " 1.0707e-02, -6.7155e-02, -2.7553e-02, 1.4038e-02, 2.4912e-02,\n", + " -4.0199e-02, -3.0072e-02, 6.5731e-02, 3.5857e-02, 2.3238e-02,\n", + " -4.4355e-02, 5.4498e-02, -1.8013e-02, 4.8736e-02, 1.5143e-02,\n", + " 2.6003e-02, -2.8261e-02, 6.9108e-02, -2.3402e-02, -4.0987e-02,\n", + " -5.1446e-02, -3.5296e-02, -1.3113e-02, -2.8889e-04, 1.2197e-02,\n", + " 4.2267e-02, 4.3723e-02, 7.0688e-04, 2.9120e-02, 1.3186e-02,\n", + " -5.9160e-02, -7.0748e-03, 2.0481e-03, -1.4148e-02, 3.9235e-02,\n", + " 9.1184e-03, -4.1008e-02, -4.4105e-02, 3.2389e-02, -5.8922e-02,\n", + " 1.6732e-02, 1.0010e-01, -1.0132e-02, 2.0730e-02, 2.3643e-02,\n", + " -4.7588e-03, -1.9256e-02, -5.3117e-03, -3.4298e-02, -2.2995e-02,\n", + " 6.8836e-02, 2.8596e-02, -5.7906e-02, 1.5085e-02, 3.2886e-02,\n", + " 3.7642e-02, -3.7154e-02, 5.9706e-02, 2.3366e-02, -4.5664e-02,\n", + " -6.9182e-02, -1.1802e-03, -1.1014e-02, 1.1098e-02, -7.9132e-02,\n", + " -1.1768e-03, 2.6919e-02, 6.2008e-02, -2.1814e-02, 5.6559e-02,\n", + " 5.0561e-02, -2.1259e-02, -4.2579e-02, 3.2463e-02, 5.1930e-02,\n", + " 9.0223e-03, 2.2249e-02, -1.0605e-01, 4.3226e-02, 9.7467e-02,\n", + " -3.1670e-02, 1.8082e-02, -6.1662e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8908, 0.8912, 0.8116, 0.7810, 0.9046, 0.8539, 0.8949, 0.8632, 0.8615,\n", + " 0.8553, 0.7586, 0.7825, 0.7810, 0.7848, 0.8592, 0.8605, 0.8111, 0.8043,\n", + " 0.9238, 0.8334, 0.8583, 0.7965, 0.8517, 0.8636, 0.7861, 0.8805, 0.7569,\n", + " 0.8774, 0.7820, 0.8401, 0.8882, 0.7960, 0.8682, 0.8827, 0.8477, 0.8515,\n", + " 0.8630, 0.8383, 0.8712, 0.8518, 0.8452, 0.8744, 0.8910, 0.8639, 0.8180,\n", + " 0.7845, 0.9137, 0.8614, 0.8759, 0.8616, 0.8605, 0.8446, 0.9184, 0.7615,\n", + " 0.8322, 0.7946, 0.8233, 0.7546, 0.7876, 0.7706, 0.8726, 0.7936, 0.7487,\n", + " 0.8152, 0.8308, 0.8398, 0.8232, 0.8691, 0.8340, 0.8828, 0.8837, 0.8959,\n", + " 0.8483, 0.7884, 0.8597, 0.7645, 0.8296, 0.7724, 0.7680, 0.8156, 0.8494,\n", + " 0.9142, 0.8876, 0.8160, 0.7374, 0.8071, 0.8276, 0.8066, 0.8716, 0.8896,\n", + " 0.8099, 0.8310, 0.8187, 0.7616, 0.8063, 0.7962, 0.7728, 0.7769, 0.8203,\n", + " 0.8972, 0.9047, 0.9095, 0.8652, 0.8382, 0.7504, 0.6943, 0.7765, 0.8866,\n", + " 0.8538, 0.8118, 0.8457, 0.8148, 0.7895, 0.8516, 0.8314, 0.7906, 0.8118,\n", + " 0.8653, 0.8519, 0.8154, 0.8068, 0.7781, 0.8017, 0.8584, 0.7417, 0.8088,\n", + " 0.8404, 0.7744, 0.8649, 0.8039, 0.8376, 0.8145, 0.7568, 0.8571, 0.8112,\n", + " 0.8787, 0.8299, 0.8236, 0.8412, 0.7311, 0.8927, 0.9002, 0.8956, 0.9526,\n", + " 0.8160, 0.7533, 0.8686, 0.8274, 0.8601, 0.8464, 0.7887, 0.8272, 0.7487,\n", + " 0.8802, 0.8552, 0.7876, 0.8271, 0.8050, 0.8548, 0.7456, 0.8622, 0.8773,\n", + " 0.8034, 0.9093, 0.8087, 0.8698, 0.8437, 0.7889, 0.8080, 0.8516, 0.8541,\n", + " 0.8410, 0.7939, 0.8558, 0.9246, 0.7931, 0.7500, 0.8215, 0.7794, 0.8158,\n", + " 0.8194, 0.8959, 0.8334, 0.8791, 0.8777, 0.8736, 0.8987, 0.8401, 0.8618,\n", + " 0.7983, 0.8627, 0.8933, 0.8764, 0.7962, 0.8502, 0.8755, 0.8680, 0.8051,\n", + " 0.8403, 0.7528, 0.8400, 0.8171, 0.7393, 0.7880, 0.7982, 0.8491, 0.8180,\n", + " 0.7542, 0.8392, 0.7935, 0.7821, 0.8689, 0.8121, 0.8717, 0.8074, 0.7300,\n", + " 0.7703, 0.9228, 0.7964, 0.8053, 0.8403, 0.8694, 0.8544, 0.7474, 0.8244,\n", + " 0.8529, 0.8174, 0.8006, 0.8451, 0.9096, 0.8334, 0.8603, 0.8288, 0.8595,\n", + " 0.8513, 0.8241, 0.8387, 0.7908, 0.8525, 0.7837, 0.7803, 0.8755, 0.8537,\n", + " 0.7834, 0.8043, 0.7114, 0.7878, 0.8242, 0.7866, 0.7796, 0.8351, 0.8923,\n", + " 0.8236, 0.8335, 0.8933, 0.8200, 0.7647, 0.8362, 0.7864, 0.8011, 0.9132,\n", + " 0.8127, 0.8728, 0.8181, 0.8005, 0.8268, 0.8181, 0.8178, 0.8092, 0.8571,\n", + " 0.8283, 0.8543, 0.8434, 0.7961, 0.8637, 0.8499, 0.7304, 0.8047, 0.7929,\n", + " 0.8762, 0.8035, 0.9016, 0.8823, 0.7172, 0.8587, 0.7966, 0.8824, 0.8976,\n", + " 0.8129, 0.8565, 0.8010, 0.7947, 0.8766, 0.8497, 0.8542, 0.7666, 0.7894,\n", + " 0.8424, 0.8681, 0.8573, 0.9176, 0.8383, 0.8636, 0.8612, 0.9353, 0.8505,\n", + " 0.8138, 0.9061, 0.6144, 0.8552, 0.8251, 0.7582, 0.8132, 0.8204, 0.8560,\n", + " 0.7999, 0.8871, 0.8531, 0.8443, 0.7255, 0.8467, 0.8181, 0.8060, 0.8861,\n", + " 0.8707, 0.8313, 0.7747, 0.8537, 0.8461, 0.8346, 0.7796, 0.6952, 0.7939,\n", + " 0.9130, 0.9183, 0.8161, 0.8095, 0.8728, 0.8895, 0.8295, 0.7896, 0.9133,\n", + " 0.7711, 0.8350, 0.7630, 0.7445, 0.8752, 0.8700, 0.8233, 0.9533, 0.8351,\n", + " 0.8709, 0.8997, 0.7026, 0.8592, 0.8451, 0.8210, 0.8102, 0.7948, 0.8165,\n", + " 0.8504, 0.7895, 0.7816, 0.8117, 0.8293, 0.8808, 0.8025, 0.8145, 0.8593,\n", + " 0.7861, 0.8604, 0.8284, 0.8838, 0.8390, 0.9301, 0.8983, 0.8570, 0.8159,\n", + " 0.8291, 0.9241, 0.8437, 3.4025, 0.8622, 0.8977, 0.8531, 0.8417, 0.8489,\n", + " 0.9048, 0.8595, 0.8661, 0.8051, 0.8298, 0.8414, 0.8068, 0.8558, 0.8749,\n", + " 0.8263, 0.8196, 0.8555, 0.8793, 0.8215, 0.7524, 0.7894, 0.8324, 0.7785,\n", + " 0.7926, 0.8605, 0.8168, 0.8578, 0.8750, 0.8242, 0.8330, 0.9023, 0.8560,\n", + " 0.8105, 0.7883, 0.7978, 0.8335, 0.8215, 0.7734, 0.8058, 0.7318, 0.8638,\n", + " 0.8398, 0.8118, 0.8254, 0.8009, 0.8072, 0.8383, 0.8164, 0.8269, 0.8372,\n", + " 0.8352, 0.8031, 0.8644, 0.9068, 0.8410, 0.7822, 0.8493, 0.8297, 0.8099,\n", + " 0.8726, 0.7960, 0.7305, 0.8213, 0.9007, 0.9344, 0.8041, 0.8674, 0.8086,\n", + " 0.8351, 0.9016, 0.9196, 0.8307, 0.9276, 0.8836, 0.8135, 0.8452, 0.8368,\n", + " 0.8793, 0.8405, 0.7980, 0.8582, 0.8969, 0.8847, 0.7909, 0.8089, 0.8608,\n", + " 0.7822, 0.7908, 0.9202, 0.7465, 0.8523, 0.8637, 0.7618, 0.8501, 0.7981,\n", + " 0.9070, 0.8185, 0.8287, 0.8591, 0.8356, 0.7556, 0.8299, 0.8172, 0.8345,\n", + " 0.8250, 0.8551, 0.7645, 0.8471, 0.8827, 0.8612, 0.8263, 0.9176, 0.8656,\n", + " 0.7951, 0.7627, 0.7865, 0.9047, 0.7967, 0.8391, 0.8771, 0.7732, 0.8569,\n", + " 0.7854, 0.8818, 0.8078, 0.8280, 0.8746, 0.8532, 0.7675, 0.7908, 0.8141,\n", + " 0.8202, 0.8285, 0.8988, 0.8489, 0.7125, 0.8795, 0.8200, 0.8836, 0.7692,\n", + " 0.8953, 0.8182, 0.8134, 0.8332, 0.8025, 0.8398, 0.8481, 0.7610, 0.7973,\n", + " 0.7827, 0.8684, 0.8341, 0.8832, 0.7954, 0.8414, 0.8262, 0.7873, 0.8964,\n", + " 0.7905, 0.7861, 0.8404, 0.8136, 0.8673, 0.8462, 0.8371, 0.7794, 0.8470,\n", + " 0.8483, 0.8981, 0.8013, 0.8592, 0.8954, 0.8770, 0.8335, 0.8438, 0.8172,\n", + " 0.8766, 0.8461, 0.8540, 0.8068, 0.8132, 0.9077, 0.8307, 0.8664, 0.7748,\n", + " 0.8673, 0.8287, 0.8649, 0.7932, 0.8382, 0.8437, 0.7486, 0.8215, 0.8351,\n", + " 0.8260, 0.7630, 0.9100, 0.8811, 0.8021, 0.8530, 0.8757, 0.7984, 0.8577,\n", + " 0.8063, 0.9532, 0.8885, 0.7906, 0.8843, 0.8951, 0.8479, 0.8964, 0.8463,\n", + " 0.7880, 0.8156, 0.8228, 0.8268, 0.8376, 0.8557, 0.7977, 0.8970, 0.8879,\n", + " 0.8272, 0.8630, 0.8020, 0.9120, 0.7860, 0.8591, 0.8219, 0.8207, 0.8158,\n", + " 0.8674, 0.7504, 0.7055, 0.8135, 0.7805, 0.9132, 0.8418, 0.8258, 0.8220,\n", + " 0.8092, 0.8873, 0.8419, 0.8420, 0.8269, 0.8598, 0.8256, 0.7964, 0.8981,\n", + " 0.8372, 0.7730, 0.8037, 0.8646, 0.8230, 0.7974, 0.8706, 0.8562, 0.7691,\n", + " 0.8452, 0.8311, 0.8114, 0.8247, 0.7928, 0.8806, 0.8628, 0.8399, 0.8610,\n", + " 0.7891, 0.8500, 0.9076, 0.8322, 0.8328, 0.8067, 0.7474, 0.8107, 0.8018,\n", + " 0.8562, 0.8479, 0.8404, 0.8762, 0.9094, 0.9014, 0.9081, 0.8485, 0.7985,\n", + " 0.8785, 0.8346, 0.8532, 0.8013, 0.7661, 0.8480, 0.8435, 0.8264, 0.8738,\n", + " 0.8541, 0.8386, 0.8279, 0.8713, 0.8745, 0.8828, 0.9309, 0.8279, 0.8401,\n", + " 0.8710, 0.8519, 0.7929, 0.8608, 0.8962, 0.8455, 0.8347, 0.7980, 0.8267,\n", + " 0.8964, 0.8296, 0.8335, 0.8335, 0.7587, 0.7868, 0.7578, 0.9360, 0.8573,\n", + " 0.7926, 0.8074, 0.8578, 0.7929, 0.8097, 0.7944, 0.9015, 0.8594, 0.7642,\n", + " 0.8223, 0.8303, 0.8192, 0.7780, 0.8906, 0.8487, 0.8197, 0.8667, 0.8022,\n", + " 0.6826, 0.8482, 0.8942, 0.8156, 0.8485, 0.8896, 0.8325, 0.8286, 0.8003,\n", + " 0.8506, 0.8416, 0.8493, 0.8530, 0.8996, 0.8223, 0.7813, 0.8961, 0.8402,\n", + " 0.8854, 0.7511, 0.8210, 0.8531, 0.8829, 0.8752, 0.7644, 0.8361, 0.8323,\n", + " 0.8168, 0.8641, 0.8670, 0.9012, 0.8673, 0.7959, 0.8590, 0.8414, 0.8077,\n", + " 0.8279, 0.8624, 0.8288, 0.7537, 0.8382, 0.8065, 0.8248, 0.8501, 0.8324,\n", + " 0.7729, 0.8069, 0.8780], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.0043e-02, 4.5727e-02, 8.6881e-02, -1.4417e-01, -5.5005e-02,\n", + " -1.0474e-02, 2.5043e-01, 9.0392e-02, -8.2090e-02, -1.7247e-01,\n", + " 4.2001e-02, 1.0978e-01, -1.4906e-01, 2.4737e-02, -8.9109e-02,\n", + " 2.9581e-01, 1.9528e-01, 9.7223e-02, -6.8090e-02, 4.3327e-04,\n", + " 1.7526e-01, -6.0136e-03, -4.7597e-02, 9.9404e-02, 4.7321e-02,\n", + " 8.6658e-02, -6.5222e-03, -2.8466e-02, -1.7913e-01, 7.4106e-02,\n", + " 7.8910e-04, 5.6712e-02, 2.0257e-01, -9.9306e-02, -8.5908e-02,\n", + " 1.0107e-01, -2.1124e-01, -1.4615e-01, -5.0545e-02, -1.0593e-01,\n", + " -1.7662e-01, -1.1018e-01, -4.3122e-02, 9.1960e-02, 6.0818e-02,\n", + " -4.0597e-02, 5.4103e-02, 9.0968e-02, -9.6644e-02, -4.9721e-02,\n", + " -1.3164e-01, 6.5675e-02, 2.3594e-01, 2.8029e-02, 8.5331e-02,\n", + " 8.3291e-02, 5.0295e-02, -2.5654e-01, -5.1320e-02, -2.0234e-01,\n", + " 4.7726e-02, 1.8026e-01, -1.8444e-03, -9.4534e-02, -4.9336e-02,\n", + " 1.2817e-01, -1.1062e-01, 1.0549e-02, -1.2287e-01, -1.2144e-01,\n", + " -8.1803e-02, 1.2332e-01, -9.2295e-02, -6.5228e-02, 3.2322e-02,\n", + " 7.1861e-04, -8.9351e-02, 1.8048e-02, 1.2386e-01, 5.9615e-02,\n", + " -6.2845e-04, -3.5705e-02, 1.2916e-01, 1.1454e-01, 6.1890e-02,\n", + " -1.3117e-01, -2.9013e-02, -9.9673e-02, -1.8641e-01, 8.3851e-02,\n", + " -1.2004e-01, -2.0634e-01, 2.1076e-01, -2.1131e-02, 1.6728e-02,\n", + " -2.2085e-02, 6.7730e-02, -5.8642e-02, 8.0292e-02, -1.6058e-01,\n", + " -4.2313e-02, -1.0736e-01, 1.5815e-01, -8.4193e-02, -2.3722e-03,\n", + " -2.3385e-02, -6.1833e-02, -1.6079e-01, -1.0358e-01, 3.9939e-02,\n", + " -7.7048e-02, 1.8026e-02, -7.5784e-02, -9.0620e-02, -9.3887e-02,\n", + " 2.6258e-02, -5.9140e-02, -1.2390e-01, -2.1069e-02, 1.8856e-02,\n", + " -2.0466e-02, 2.4606e-02, 4.5392e-02, 2.1690e-01, 1.1361e-01,\n", + " -2.7944e-01, 5.0200e-02, 5.4876e-02, -1.8211e-01, -2.6893e-02,\n", + " -8.2728e-02, 8.3858e-03, -1.3455e-01, -1.3325e-02, -1.9354e-01,\n", + " -4.4718e-02, 1.3886e-01, -1.9235e-02, -2.3992e-03, -2.3986e-02,\n", + " -7.4799e-02, -3.4916e-02, -6.4329e-02, 1.1733e-01, 1.3396e-01,\n", + " -1.8087e-01, -2.8187e-02, -1.0119e-01, -1.9703e-01, 1.7343e-01,\n", + " -1.9150e-01, 1.3186e-01, -1.6688e-01, -2.2447e-03, -1.5719e-01,\n", + " 4.8532e-02, -6.9248e-03, -5.6537e-03, -5.4428e-02, -2.2368e-02,\n", + " -5.9284e-02, -1.0984e-01, -5.9494e-02, -1.0380e-01, 9.7611e-02,\n", + " 1.5778e-02, 1.5968e-01, 8.5311e-02, -2.0677e-01, 1.7927e-02,\n", + " -7.6926e-02, -1.3392e-01, -6.8154e-02, -8.3804e-02, -4.3180e-02,\n", + " 1.2472e-01, 1.0270e-01, -7.3696e-02, 2.5068e-02, -2.8000e-02,\n", + " -8.2574e-02, -4.1151e-03, -6.2540e-02, -1.2839e-01, 1.0978e-02,\n", + " -1.1873e-01, 1.8827e-02, -1.3362e-01, 1.6466e-01, -2.8234e-02,\n", + " -1.2024e-01, -1.3766e-01, 1.3024e-01, -1.9420e-01, 1.1318e-01,\n", + " -4.5297e-02, -5.0479e-02, 1.6549e-01, -3.7485e-02, -9.7978e-02,\n", + " -1.6516e-01, -2.8699e-02, 1.7943e-02, -2.0056e-01, -9.9338e-02,\n", + " -1.9311e-03, -5.4235e-02, -1.1880e-02, 2.3034e-02, 1.1718e-01,\n", + " -1.4116e-01, -9.8754e-02, 2.1158e-02, 2.5026e-01, -1.0230e-01,\n", + " -3.5182e-02, -2.7351e-01, -7.4305e-02, 2.4034e-01, -1.7391e-01,\n", + " 4.2071e-02, 1.1843e-01, -6.8441e-02, 6.3684e-02, -1.4631e-01,\n", + " 3.6316e-01, 6.8980e-02, -1.7664e-01, 5.1110e-02, -1.6003e-02,\n", + " -2.5529e-01, 3.1410e-02, 1.7439e-01, -1.2248e-01, -9.4493e-02,\n", + " 2.1938e-02, 1.7721e-02, -1.4337e-01, 1.2564e-01, -1.6899e-01,\n", + " 6.0880e-03, 1.8392e-01, -2.8349e-01, 1.4458e-02, -7.3361e-02,\n", + " 7.2291e-03, -3.2562e-02, -6.2404e-02, -9.7708e-02, -2.6319e-02,\n", + " -1.7973e-01, 2.5711e-01, 9.0294e-02, -9.4203e-02, 1.4639e-01,\n", + " -2.6298e-02, -1.9028e-01, -2.0116e-01, 1.3522e-01, 5.8927e-02,\n", + " 1.1420e-02, -1.5650e-02, -5.3074e-02, -2.7232e-02, -9.8585e-02,\n", + " -3.1707e-01, -1.4956e-02, -6.1652e-02, 5.5418e-02, -2.8167e-03,\n", + " -7.4810e-02, 9.4731e-02, -1.6868e-01, 9.3867e-02, -6.9943e-03,\n", + " -3.1934e-03, 6.3079e-04, 1.2580e-02, -4.1347e-02, -1.5103e-01,\n", + " -1.0031e-01, 1.2231e-01, -1.8633e-01, -6.6870e-02, -7.8260e-02,\n", + " -2.5207e-02, 1.4011e-02, -1.2848e-01, -9.8367e-02, -8.6895e-02,\n", + " -9.4088e-03, 5.7982e-03, -1.3161e-01, -1.3052e-02, 1.0334e-01,\n", + " -8.9752e-03, 2.7451e-02, 1.2971e-01, 1.9561e-01, -1.2013e-01,\n", + " -1.1927e-01, 9.9004e-02, -8.2399e-02, 1.3359e-01, 2.7740e-01,\n", + " -1.0971e-01, -9.1488e-02, -1.4878e-01, -2.7871e-01, -1.6647e-01,\n", + " -1.3939e-01, -2.0124e-01, 1.2942e-01, 4.5379e-02, -3.1917e-02,\n", + " 4.2488e-02, -5.8852e-02, -6.8999e-02, -1.0001e-01, -4.0453e-02,\n", + " -3.6279e-02, 7.7971e-02, 9.2112e-02, -3.0593e-01, -1.0182e-01,\n", + " -1.3465e-01, 8.3798e-02, -3.6713e-02, -1.1855e-01, -9.5890e-02,\n", + " 1.0298e-01, 6.3240e-03, 8.0082e-02, 3.9121e-03, -1.8091e-01,\n", + " 4.6502e-02, -1.1558e-01, -8.1314e-02, -8.5864e-02, -2.0801e-01,\n", + " 7.6071e-02, -1.1224e-02, 9.5689e-02, 1.0339e-02, 4.1806e-02,\n", + " -1.7120e-01, -1.6901e-02, -2.8978e-01, -9.2227e-03, -1.8044e-01,\n", + " -1.5280e-01, -1.8074e-01, 6.0165e-02, -9.9807e-02, -5.1576e-02,\n", + " -4.9287e-02, -7.5768e-02, 1.8297e-01, -6.2253e-02, 4.7436e-02,\n", + " -8.9444e-02, -2.2755e-02, 5.2678e-02, 9.6818e-02, 1.1571e-01,\n", + " 7.6331e-02, -6.5298e-02, 4.1881e-02, -1.5688e-01, -5.6627e-02,\n", + " -1.0717e-01, -1.5422e-01, -3.5659e-02, -8.0523e-02, -1.8417e-01,\n", + " -5.6303e-02, 1.7676e-02, -1.5988e-01, -1.7127e-01, -1.2788e-01,\n", + " -1.7134e-02, -1.7460e+00, -1.3341e-01, -1.7917e-01, 1.1111e-01,\n", + " -7.4008e-02, -1.0803e-01, 7.1065e-02, 2.5900e-02, -1.9544e-01,\n", + " -9.4846e-02, 6.1110e-02, 1.7410e-03, -1.7919e-01, -5.5191e-02,\n", + " -5.9096e-02, -7.0384e-02, -4.9825e-02, 1.5515e-01, -1.3629e-01,\n", + " -1.2711e-01, -1.9731e-02, 1.2140e-01, -4.4647e-02, -3.2350e-01,\n", + " -1.2600e-01, -3.3796e-02, -1.9992e-01, 1.6340e-01, -9.0332e-02,\n", + " -6.7900e-02, -4.6519e-02, -1.2251e-01, -7.5851e-02, -8.3525e-02,\n", + " 1.1551e-01, -2.8183e-02, -2.3382e-01, -5.1152e-02, -4.0449e-02,\n", + " -1.6998e-02, -1.3577e-01, 6.7647e-02, -1.7192e-01, -6.8739e-02,\n", + " 9.3880e-02, -5.3132e-02, -2.8285e-01, -1.5483e-01, 6.7752e-02,\n", + " -2.2627e-01, -2.4394e-01, -1.9411e-01, 1.3652e-01, -1.0448e-02,\n", + " 6.7057e-02, 1.2362e-01, -1.4181e-01, 5.9248e-02, -2.6126e-02,\n", + " 2.5776e-02, -7.1952e-02, -2.0760e-02, -1.6529e-01, -7.0032e-02,\n", + " -6.9645e-03, -1.5499e-01, 6.8741e-02, 1.3762e-02, -3.5218e-02,\n", + " 4.9549e-02, -7.5311e-02, 1.3664e-02, -8.7883e-02, 1.8292e-01,\n", + " 9.6423e-02, -1.2774e-01, 1.4762e-02, -3.0042e-01, -1.3641e-01,\n", + " -8.3239e-02, -1.5048e-01, 5.6542e-02, 1.6011e-01, 1.5608e-01,\n", + " -4.6714e-02, 1.1039e-01, -3.3949e-01, 9.2549e-02, 5.1425e-04,\n", + " -3.2317e-02, -3.0743e-02, 7.0931e-03, 1.6091e-01, 5.1715e-04,\n", + " -1.4044e-01, -1.7579e-02, -7.7398e-02, -5.3600e-02, -2.5986e-01,\n", + " 1.5481e-02, 6.2275e-02, -2.0836e-01, -4.1511e-02, -1.7083e-01,\n", + " -7.5686e-02, 1.4853e-02, 1.4612e-01, 4.8640e-03, -7.4044e-03,\n", + " -1.2766e-01, -9.5883e-02, -4.2891e-02, -4.4178e-02, 7.9012e-03,\n", + " -6.1651e-03, -5.3386e-02, 5.6057e-03, 6.7158e-03, 7.4913e-02,\n", + " 9.0871e-02, 1.8149e-01, -1.7557e-01, -2.5779e-01, -7.8879e-02,\n", + " 4.9418e-02, -4.4383e-02, 6.0883e-02, -1.6172e-01, -1.2085e-01,\n", + " -1.5022e-01, -6.5437e-02, -8.1825e-02, -1.3083e-01, 1.2543e-02,\n", + " 2.5780e-01, 1.9836e-02, 1.6917e-02, -6.5315e-02, -4.9451e-02,\n", + " -7.9245e-02, -5.8966e-03, 1.2537e-01, -1.8426e-01, -3.1040e-02,\n", + " -1.6180e-01, -1.8361e-01, -1.0397e-01, -1.1564e-02, 6.4058e-02,\n", + " 9.8893e-02, -1.1950e-01, -1.1321e-01, -7.6212e-03, 5.7129e-02,\n", + " -2.4944e-01, 8.9628e-02, -1.0366e-01, 6.5120e-02, -2.0047e-01,\n", + " 1.0281e-02, 1.6675e-02, 3.5397e-02, -3.1448e-04, -8.9842e-02,\n", + " -8.5394e-02, -4.1007e-02, -4.3577e-02, 1.4979e-01, 1.1193e-01,\n", + " -2.9281e-02, -4.0975e-02, -1.3547e-02, 1.1486e-02, 2.8582e-02,\n", + " -1.6404e-01, -2.0149e-02, 1.2374e-01, -5.7698e-03, -7.0315e-02,\n", + " -5.0054e-02, -2.9453e-03, 1.1590e-01, -1.4309e-01, -1.1349e-01,\n", + " 6.3019e-02, 1.9525e-02, 2.9545e-02, 5.0243e-02, -2.3065e-02,\n", + " -6.4063e-02, 3.0920e-03, 1.7227e-01, -2.4722e-02, -7.5007e-02,\n", + " 6.2572e-02, 8.5089e-02, -2.5624e-01, 7.9046e-02, -3.0510e-01,\n", + " -1.3232e-01, 8.3871e-02, 1.9946e-02, -3.8351e-02, -1.4455e-01,\n", + " -1.3392e-01, 2.0380e-01, -7.6327e-02, -1.4311e-01, -8.4853e-02,\n", + " -5.9510e-02, -1.0840e-01, 3.0047e-02, 1.2915e-02, 3.1888e-02,\n", + " 2.9743e-02, -8.6132e-02, 4.9797e-02, -6.4389e-02, 1.3277e-01,\n", + " -5.3022e-02, 9.5512e-04, -1.5403e-01, -7.9885e-03, 9.7154e-02,\n", + " 1.1641e-01, -1.3559e-02, 1.0035e-01, -1.1032e-01, 3.5650e-02,\n", + " -2.3193e-02, -1.5914e-01, -2.4085e-02, 1.0567e-01, -9.2590e-02,\n", + " -9.5098e-02, -6.9623e-02, -2.8955e-02, -1.0071e-01, -1.6246e-01,\n", + " 1.0943e-01, -5.3557e-02, -4.6878e-02, 7.7014e-02, 2.3381e-02,\n", + " 2.0776e-02, 2.0008e-01, -3.7203e-02, 4.1036e-02, -5.5812e-02,\n", + " 4.0951e-02, 1.0148e-01, 1.2284e-01, 2.5115e-01, -1.2672e-02,\n", + " 3.0992e-02, 1.3421e-01, -4.7092e-02, 1.4394e-01, -1.0366e-01,\n", + " -8.5281e-02, 1.0297e-01, -6.8762e-02, -2.4550e-01, -9.6800e-02,\n", + " -2.1981e-01, -3.0771e-02, 4.6445e-02, 7.3241e-02, 3.0206e-01,\n", + " 3.4701e-02, 1.6843e-02, 1.3209e-01, 1.4769e-01, -4.9531e-02,\n", + " -6.9604e-02, 1.3091e-01, 1.3750e-01, 9.0891e-02, -1.6751e-01,\n", + " 3.2562e-02, -2.1636e-01, 1.3645e-01, -1.4492e-01, 3.0106e-02,\n", + " -8.8176e-02, -7.3143e-02, 1.6979e-01, 1.7351e-01, 8.7303e-02,\n", + " 2.2707e-01, -8.7175e-02, -1.7258e-01, -1.8927e-02, 1.4742e-01,\n", + " -2.4594e-03, 1.2034e-01, 2.8535e-02, -1.2334e-01, -8.3777e-02,\n", + " -4.2388e-02, -1.6021e-01, 9.3676e-02, -9.8286e-02, -5.2567e-02,\n", + " 1.0417e-01, 5.7425e-02, 1.2465e-01, -1.3079e-01, -3.1143e-02,\n", + " 2.7148e-02, 1.6231e-02, -1.2204e-01, -1.0895e-01, -1.0246e-02,\n", + " 4.4583e-02, -1.9248e-01, -8.7517e-02, -1.3809e-01, -9.5399e-02,\n", + " 1.4375e-01, 3.0366e-03, -6.9659e-02, 1.8529e-02, 1.5480e-01,\n", + " 1.0105e-01, 2.6293e-01, -2.0592e-02, -3.5529e-02, 4.4947e-02,\n", + " -5.5688e-02, 8.0089e-03, 6.0394e-02, 7.8154e-02, -5.8051e-02,\n", + " 5.8847e-02, -1.1170e-01, -6.5167e-03, 9.4915e-02, -5.5376e-02,\n", + " -1.7667e-01, 6.4343e-03, -8.6166e-02, -8.9625e-02, 1.2279e-01,\n", + " -1.1036e-01, -7.4790e-02, -1.3269e-01, 4.7373e-02, -1.3886e-01,\n", + " -2.3142e-02, 7.9503e-02, -1.1848e-02, -1.0863e-01, 2.1293e-01,\n", + " -9.9184e-02, -1.2978e-02, 3.1980e-01, -1.2452e-01, -2.7241e-02,\n", + " -4.6770e-02, 3.8339e-02, -1.4157e-01, -8.0027e-02, -3.7430e-02,\n", + " 9.3445e-02, 2.0585e-02, -1.4760e-01, 1.1813e-02, 1.3194e-01,\n", + " -7.9695e-02, -8.6726e-02, -5.4680e-02, 1.4956e-01, -2.0107e-01,\n", + " 5.8653e-02, -8.7965e-02, 7.8894e-02, -8.2017e-02, -1.2939e-01,\n", + " -4.2024e-02, -7.4845e-02, 8.6725e-02, -1.2495e-01, -2.3734e-01,\n", + " 2.1638e-03, -8.5525e-02, -5.3259e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0813, -0.1691, -0.1068, ..., -0.1253, -0.1729, -0.1696],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-9.1555e-02, -4.4654e-02, 5.6491e-02, -9.6286e-02, 1.1875e-01,\n", + " 6.6897e-02, 4.8816e-02, 1.2960e-01, -7.1578e-02, -8.7752e-03,\n", + " -2.1243e-02, 4.3078e-02, -1.0626e-01, 1.0124e-01, -2.8071e-02,\n", + " 1.0340e-01, 2.4345e-01, 7.8615e-02, -8.3008e-03, 3.6738e-02,\n", + " -1.1169e-02, 4.6649e-02, 3.0814e-02, 2.1457e-02, -6.1908e-02,\n", + " 5.1173e-02, 4.2563e-02, 7.4575e-02, -8.5062e-02, 4.3984e-02,\n", + " 7.9614e-02, 7.1508e-03, 1.2408e-01, -9.7839e-02, -4.2278e-02,\n", + " 5.1789e-02, -1.0574e-01, -6.1029e-02, -8.9943e-02, -1.0701e-01,\n", + " -2.3958e-02, -1.0077e-01, 3.4481e-02, 1.0143e-02, 4.0633e-02,\n", + " 3.9812e-02, 3.3266e-02, 1.4665e-01, -4.6542e-02, 1.3007e-02,\n", + " -8.9174e-02, 4.1687e-02, 1.5263e-01, -3.7148e-03, 9.6751e-02,\n", + " 5.2584e-02, 8.6290e-02, -6.2600e-02, -4.1002e-02, -9.6493e-02,\n", + " -2.0483e-02, 6.7362e-02, -1.6493e-02, -9.1123e-02, 4.7165e-02,\n", + " 8.2540e-02, -8.0268e-02, 8.7723e-02, -1.2255e-01, -3.1663e-02,\n", + " -5.4993e-02, 7.2299e-02, -6.8906e-03, 3.1563e-02, 3.8778e-02,\n", + " -3.9711e-02, -5.9711e-02, 1.2560e-01, 4.4593e-02, 6.2863e-02,\n", + " 5.2514e-02, 1.1505e-02, -2.2539e-03, 9.4653e-02, -2.7180e-02,\n", + " -1.2112e-01, -3.7160e-02, -5.9889e-02, -7.0279e-02, 6.8154e-02,\n", + " -7.0395e-02, -1.0965e-01, 1.2779e-01, -1.2857e-01, 3.0743e-02,\n", + " 4.8478e-02, 2.0595e-01, -2.3261e-02, 1.0158e-01, -8.1809e-02,\n", + " -4.7813e-03, -4.6773e-02, 5.1295e-02, -3.7282e-02, -2.8254e-02,\n", + " 1.4519e-01, 3.1605e-02, -6.3591e-02, -7.7935e-02, -4.8828e-02,\n", + " -1.8449e-02, 5.7466e-02, 1.0019e-01, -1.1420e-01, -3.0192e-02,\n", + " 6.0317e-02, -8.0003e-02, -3.2628e-02, -5.6084e-02, -8.8470e-03,\n", + " -3.0365e-02, 7.0132e-02, 4.7756e-03, 4.3277e-01, 7.5580e-02,\n", + " -1.7407e-01, 6.9992e-03, 2.5195e-03, -3.2736e-02, 3.2257e-02,\n", + " -7.1650e-02, 3.0422e-03, -5.0784e-02, -4.9409e-03, -4.2620e-03,\n", + " -1.4601e-02, 1.3933e-01, -2.7689e-03, -2.7433e-02, 3.6132e-02,\n", + " -5.9497e-02, 2.1788e-02, -2.7984e-03, 9.3079e-02, 1.2619e-01,\n", + " -4.8189e-02, 1.0338e-02, -1.3532e-01, -1.2118e-01, 9.5276e-02,\n", + " -1.4839e-01, -2.7315e-02, -8.8108e-02, 3.7632e-02, -1.1297e-01,\n", + " 6.4946e-02, 6.5480e-02, 2.8203e-02, -6.4563e-02, 2.9565e-02,\n", + " -2.8938e-03, -2.7725e-02, 1.8429e-02, -1.5080e-02, 7.7302e-02,\n", + " 9.2142e-02, 1.3001e-01, 8.2931e-02, -5.7834e-02, 3.6551e-02,\n", + " 1.3632e-02, 2.6189e-02, -1.2115e-01, -1.2106e-01, -1.7079e-02,\n", + " -3.8322e-02, 8.3917e-02, 9.1239e-03, 3.0347e-02, -3.7421e-02,\n", + " -1.7180e-01, 3.7316e-02, -1.9021e-02, 2.0761e-03, 1.0720e-02,\n", + " -4.4113e-02, 6.8322e-02, -7.0362e-02, 8.3522e-02, 7.2227e-02,\n", + " -5.5812e-02, -1.2637e-02, 1.3840e-01, -1.0074e-01, 5.4622e-03,\n", + " -4.5558e-02, -7.4318e-02, 6.1256e-03, -6.3666e-02, -1.2848e-02,\n", + " -4.3610e-02, -4.7699e-03, 5.0522e-02, -1.2359e-01, 1.1833e-02,\n", + " 1.1656e-01, -4.5377e-02, -3.3351e-02, -5.7017e-02, -9.0479e-04,\n", + " -1.0306e-01, -2.7260e-03, 5.4226e-02, 1.9462e-01, -4.1110e-02,\n", + " 6.1040e-02, -1.7743e-01, -2.4451e-02, 7.6675e-02, -8.5080e-02,\n", + " 9.5880e-02, 5.4492e-02, -5.2131e-02, -3.1138e-02, 4.3596e-02,\n", + " 2.6647e-01, 8.0188e-02, -5.9918e-02, 6.1889e-04, -3.5530e-02,\n", + " -1.6193e-01, -1.6480e-03, 1.1908e-01, -7.5580e-02, -3.8610e-02,\n", + " 6.5897e-03, 7.3580e-02, 5.6847e-02, 4.8766e-02, -5.3880e-02,\n", + " 1.3021e-01, 4.2222e-02, -3.1803e-02, -2.0715e-03, 1.0613e-02,\n", + " -2.1373e-02, 6.1544e-02, -4.1929e-02, -8.9789e-02, 4.2011e-02,\n", + " -6.7479e-02, 7.6875e-02, 4.5813e-03, -4.4654e-02, 5.5526e-02,\n", + " -5.6868e-02, 5.9146e-02, -6.5452e-02, 1.0210e-02, 7.0691e-02,\n", + " 2.3685e-02, -3.4035e-02, -6.1317e-02, -5.1398e-03, 1.6972e-02,\n", + " -1.7194e-01, 1.1918e-03, -8.8972e-02, 5.1491e-02, 3.3194e-04,\n", + " -2.8210e-02, 8.8037e-02, -9.4858e-03, 1.2592e-01, 3.4913e-03,\n", + " -7.8537e-02, 1.0526e-01, 4.5024e-02, -9.9960e-03, -3.8078e-02,\n", + " -3.2635e-04, 8.5017e-02, -2.3547e-02, 2.8517e-02, -1.0174e-01,\n", + " -7.8573e-04, 2.6300e-02, 5.1944e-03, -4.6560e-02, -4.0735e-02,\n", + " -3.7499e-02, -1.9160e-02, -8.8914e-02, -5.8932e-02, 8.4886e-02,\n", + " 5.4656e-02, 1.5795e-02, 2.2030e-02, 3.2333e-02, -9.0523e-02,\n", + " -5.2046e-02, 7.0533e-02, 2.2760e-02, 1.0900e-01, 3.4628e-02,\n", + " -2.6557e-02, -5.9474e-02, -3.9204e-02, -8.0948e-01, -7.2304e-02,\n", + " -4.5809e-02, -1.0018e-01, 9.4118e-02, 7.7483e-02, -1.7504e-02,\n", + " 1.0185e-01, -1.7053e-02, -1.2195e-01, -1.7779e-02, -5.8146e-03,\n", + " 6.3126e-02, 1.2210e-01, 1.1152e-01, -1.7735e-01, -2.9973e-02,\n", + " -8.8277e-02, 5.0881e-02, 7.7947e-02, 1.6046e-02, 3.1690e-02,\n", + " 5.0952e-02, 6.9659e-02, -4.6370e-02, 4.6315e-02, -7.9155e-02,\n", + " 5.5212e-03, -7.0713e-02, 3.3550e-02, -5.7695e-02, -7.5452e-02,\n", + " 1.4210e-01, 3.8523e-02, 8.4111e-02, 5.9510e-02, -2.3753e-02,\n", + " -3.1123e-02, 9.8634e-02, -9.0619e-02, 7.4661e-02, -3.1158e-02,\n", + " -5.9607e-03, -9.2624e-02, 1.4327e-01, -1.6428e-01, 5.9165e-02,\n", + " 3.5132e-02, -5.8488e-02, 4.2980e-02, 4.2041e-02, 5.7695e-02,\n", + " 5.9694e-02, -1.2585e-01, 1.0116e-01, 1.0457e-01, 1.6101e-01,\n", + " 1.0425e-01, -6.5785e-02, 1.6451e-02, -6.2165e-02, -3.0994e-02,\n", + " -1.0957e-01, -2.9063e-02, 1.0838e-03, -7.1089e-02, -2.1410e-02,\n", + " -1.7967e-02, 2.8260e-02, -4.1097e-02, -1.3215e-01, -5.1793e-03,\n", + " 1.9337e-02, -7.3226e-01, -7.0402e-02, -1.2592e-01, 1.3085e-01,\n", + " 2.0948e-03, -6.2291e-02, 5.2951e-02, 1.0671e-02, -4.7363e-02,\n", + " -2.9571e-02, -2.0520e-03, 5.9692e-02, -1.1292e-01, -3.4722e-02,\n", + " -2.4619e-02, -1.1288e-01, -4.4506e-02, 1.5694e-01, 1.6479e-02,\n", + " -4.9139e-02, -4.6141e-02, 1.2154e-01, -4.5294e-02, -6.8460e-02,\n", + " 8.2905e-02, -5.1454e-02, -1.3213e-01, 5.5452e-02, 2.7606e-02,\n", + " -1.7301e-02, 1.4594e-01, -3.9856e-02, -3.3299e-02, -4.7933e-02,\n", + " -6.6703e-03, -7.6020e-02, -8.8420e-02, -5.4488e-02, 1.7546e-02,\n", + " -1.1262e-02, -1.1244e-01, 4.5473e-02, -7.6613e-02, -1.1551e-02,\n", + " 5.6473e-02, -7.5254e-03, -9.7075e-02, -6.2775e-02, 8.1501e-02,\n", + " -1.0970e-01, -1.2536e-01, -3.7206e-02, 7.6179e-02, 3.1974e-02,\n", + " 1.7963e-02, 4.1551e-02, -5.0572e-02, 3.2873e-02, 3.1030e-02,\n", + " 4.8469e-02, 5.5628e-03, -5.1760e-02, -1.1697e-01, -2.8380e-02,\n", + " -1.0519e-01, -6.9322e-02, 9.5309e-02, -1.1252e-02, 3.1118e-02,\n", + " 5.8415e-02, -6.4343e-02, 5.9302e-02, -1.2628e-01, 7.4608e-02,\n", + " 4.5645e-02, 4.9558e-02, -1.1602e-02, -3.0191e-01, 1.7126e-03,\n", + " -1.2306e-02, -1.4154e-01, -1.1961e-02, 1.1135e-02, 8.9661e-02,\n", + " 4.3307e-02, 1.8112e-01, -1.6345e-01, -2.4491e-02, 1.3022e-02,\n", + " 4.1310e-03, -3.9362e-02, 1.2061e-02, 6.5923e-02, 2.2768e-02,\n", + " -3.3115e-02, -5.4854e-02, -7.4674e-02, -1.3092e-01, -1.2131e-01,\n", + " -5.5934e-03, -8.6006e-02, -1.4455e-01, 4.5123e-02, -1.2537e-01,\n", + " -8.7328e-03, 2.9963e-02, 5.3944e-02, -1.9016e-02, 5.7332e-02,\n", + " -1.0872e-01, -2.6657e-02, -2.6316e-02, 8.7106e-02, 1.0272e-02,\n", + " -3.1050e-02, -2.5202e-03, -2.3700e-02, -1.5075e-02, 4.2988e-02,\n", + " -4.5972e-04, 2.8189e-02, 3.8057e-02, -7.2333e-02, -3.8516e-02,\n", + " 6.6651e-02, -6.8975e-02, 1.0745e-01, -1.4713e-01, 1.0875e-02,\n", + " 5.5039e-03, -1.3332e-01, -4.6649e-02, 1.1980e-03, 6.7277e-03,\n", + " 1.5349e-01, -2.0419e-02, -8.0585e-02, 3.1838e-02, 1.1117e-01,\n", + " 2.1918e-02, 2.9982e-02, 8.1723e-02, -1.8992e-02, -4.6943e-02,\n", + " -4.5348e-02, -1.4594e-01, -6.4863e-02, 5.0684e-02, 6.3399e-02,\n", + " 6.5548e-03, 5.2162e-02, -3.2086e-02, 2.8139e-02, 2.0336e-02,\n", + " -5.1686e-02, 1.6549e-02, 9.7592e-03, 6.0088e-02, -1.3918e-01,\n", + " 3.6904e-02, -6.1635e-02, 6.1292e-05, -2.9618e-02, -7.2230e-03,\n", + " -7.4127e-02, -3.2037e-02, 3.8631e-02, 3.7884e-02, 6.3458e-02,\n", + " -3.4274e-02, 2.5123e-02, 9.3946e-03, 6.4055e-02, 9.1846e-03,\n", + " -4.2031e-02, 4.1415e-02, 5.3456e-02, -1.1636e-02, -4.2090e-02,\n", + " 2.5382e-02, 4.1783e-02, 1.1138e-01, -7.0360e-02, -7.1505e-02,\n", + " 5.5541e-02, 1.9128e-03, 1.2220e-01, 5.0960e-03, 1.0768e-01,\n", + " -9.1054e-03, 1.3206e-02, 6.6382e-02, -1.0436e-01, -8.1415e-02,\n", + " -3.4986e-02, 7.7435e-02, -1.9259e-01, 2.5770e-02, -1.0653e-01,\n", + " 9.8523e-03, 7.3112e-02, 1.0827e-01, 7.8133e-02, -1.3252e-01,\n", + " -2.3007e-02, 1.5554e-01, -1.3331e-03, -1.3471e-01, 1.0872e-02,\n", + " -1.6264e-02, -1.1778e-01, 3.9070e-03, 1.8290e-02, -1.0065e-02,\n", + " 1.1456e-01, 7.5414e-03, 3.2451e-02, -1.6716e-02, 1.2536e-01,\n", + " 3.4859e-02, 2.6031e-02, 1.8494e-03, 1.1959e-01, 9.2029e-02,\n", + " 9.7261e-02, 6.1421e-02, 6.6285e-02, -1.3142e-01, 6.9378e-02,\n", + " 1.4688e-01, 6.8263e-03, 3.7917e-02, -1.9300e-02, -1.6156e-02,\n", + " -5.9789e-02, -8.1488e-02, -5.0506e-02, -5.9910e-02, -1.1464e-01,\n", + " 1.5368e-01, -1.7974e-02, 2.5808e-02, 2.0889e-02, 6.2885e-03,\n", + " 4.2314e-02, 9.3887e-02, 7.5613e-03, 6.4320e-02, -1.9764e-02,\n", + " 1.6588e-01, 1.0584e-02, 9.8279e-02, 1.1575e-01, -5.0032e-03,\n", + " 1.0459e-01, 8.5060e-02, 6.1192e-02, 1.0315e-01, -5.0588e-02,\n", + " -1.2036e-01, 7.3793e-02, -6.1256e-02, -1.1899e-01, 9.9655e-03,\n", + " -1.1367e-01, -1.2256e-02, 2.0358e-01, -1.9536e-03, 2.3521e-01,\n", + " 1.9291e-02, 5.9019e-02, 9.2041e-02, 1.7384e-01, -9.7989e-02,\n", + " -3.3187e-02, 1.0656e-01, 4.0050e-02, 7.8605e-03, -2.0018e-02,\n", + " -7.1673e-03, -8.6108e-02, 1.0743e-01, 1.1870e-02, 1.4138e-02,\n", + " 1.1051e-02, -1.2513e-03, 1.2446e-01, 1.3893e-01, 1.0496e-01,\n", + " 1.2115e-01, 4.0829e-03, 2.3537e-02, -2.8697e-02, 1.0635e-01,\n", + " -1.5224e-03, 6.6991e-02, 8.7317e-03, -9.7830e-02, -1.5091e-02,\n", + " -2.1814e-02, -7.0198e-02, 9.7433e-02, -3.9316e-02, 3.0703e-02,\n", + " 2.6333e-02, 1.9475e-02, 1.4384e-01, -3.7045e-02, -1.0915e-02,\n", + " -2.0406e-02, -5.8466e-02, -3.7232e-02, -3.7696e-02, 1.3165e-01,\n", + " 3.9667e-02, -1.6338e-01, -1.0876e-01, -6.5494e-02, -1.7859e-02,\n", + " 1.5690e-01, 4.0397e-02, 1.9921e-02, 4.7067e-02, 1.2507e-01,\n", + " 4.3233e-02, 9.1374e-02, 1.9799e-02, 3.7023e-02, 1.8405e-02,\n", + " -4.1450e-02, -6.8685e-03, 5.4057e-02, 3.9020e-02, -7.2173e-03,\n", + " 9.3989e-03, -5.0828e-02, 6.8553e-03, 1.1304e-01, 4.2380e-03,\n", + " -3.8414e-01, 1.4165e-02, -2.5416e-02, -1.6064e-02, 6.4136e-02,\n", + " -2.4504e-02, -3.9681e-02, -1.1092e-01, -5.2864e-02, 1.5435e-02,\n", + " 3.5241e-02, 1.1724e-01, -1.6482e-02, 5.2745e-03, 2.0544e-01,\n", + " -5.4327e-02, -1.0500e-02, 1.7230e-01, -7.9888e-02, 8.0434e-02,\n", + " -3.1743e-02, 1.9764e-03, -1.4253e-01, -5.8595e-02, 3.6786e-03,\n", + " 5.2437e-02, 5.7553e-02, -9.4242e-02, 6.4327e-02, 1.3649e-02,\n", + " -6.8153e-02, 1.1261e-02, -3.1071e-02, 8.1090e-02, -5.6856e-02,\n", + " -2.7045e-02, -5.8044e-02, 7.7529e-02, 6.5637e-02, -1.3842e-01,\n", + " -9.4013e-02, 7.2198e-03, 5.0275e-02, -7.0681e-02, -7.5821e-02,\n", + " -3.8702e-02, -3.5890e-02, -7.5177e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8447, 0.8442, 0.8258, 0.8455, 0.8208, 0.8428, 0.8014, 0.8315, 0.8506,\n", + " 0.8288, 0.8373, 0.8114, 0.8265, 0.8163, 0.8410, 0.7896, 0.8201, 0.8325,\n", + " 0.8292, 0.8472, 0.8465, 0.8390, 0.8539, 0.8206, 0.8208, 0.8336, 0.8174,\n", + " 0.8165, 0.8008, 0.8484, 0.8400, 0.8324, 0.8278, 0.8337, 0.8602, 0.8533,\n", + " 0.8069, 0.8424, 0.8268, 0.8183, 0.8542, 0.8400, 0.8340, 0.8211, 0.8384,\n", + " 0.8360, 0.8707, 0.8529, 0.8540, 0.8516, 0.8367, 0.8424, 0.8203, 0.8160,\n", + " 0.8070, 0.8461, 0.8529, 0.7834, 0.8565, 0.8075, 0.8263, 0.8082, 0.8158,\n", + " 0.8209, 0.8608, 0.8285, 0.8379, 0.8374, 0.8303, 0.8295, 0.8477, 0.8417,\n", + " 0.8570, 0.8266, 0.8440, 0.8125, 0.8371, 0.8174, 0.8394, 0.8444, 0.8428,\n", + " 0.8401, 0.7906, 0.8377, 0.8147, 0.8330, 0.8232, 0.8649, 0.8449, 0.8428,\n", + " 0.8240, 0.8489, 0.7576, 0.8193, 0.8217, 0.8403, 0.8016, 0.8487, 0.8452,\n", + " 0.8169, 0.8462, 0.8443, 0.8307, 0.8294, 0.8279, 0.8224, 0.8457, 0.8292,\n", + " 0.8404, 0.8061, 0.8327, 0.8385, 0.8351, 0.8418, 0.8674, 0.8555, 0.8330,\n", + " 0.8414, 0.8331, 0.8298, 0.8276, 0.8485, 0.8490, 0.5818, 0.8169, 0.8390,\n", + " 0.8207, 0.8096, 0.8085, 0.8675, 0.8509, 0.8506, 0.7892, 0.8300, 0.8412,\n", + " 0.8445, 0.8473, 0.8278, 0.8254, 0.8340, 0.8491, 0.8401, 0.8189, 0.7842,\n", + " 0.8236, 0.8249, 0.8389, 0.8335, 0.8130, 0.8133, 0.7952, 0.8066, 0.7988,\n", + " 0.8345, 0.8452, 0.8188, 0.8313, 0.8132, 0.8485, 0.8386, 0.8515, 0.8356,\n", + " 0.8529, 0.8556, 0.8083, 0.8520, 0.8221, 0.8123, 0.7733, 0.8390, 0.8419,\n", + " 0.8331, 0.8281, 0.8379, 0.8266, 0.8145, 0.8231, 0.8415, 0.8382, 0.8261,\n", + " 0.6309, 0.8448, 0.8362, 0.8623, 0.8420, 0.8190, 0.8276, 0.8515, 0.8360,\n", + " 0.8321, 0.8372, 0.8388, 0.8257, 0.8146, 0.8172, 0.8320, 0.8399, 0.8223,\n", + " 0.8448, 0.8263, 0.8265, 0.8256, 0.8499, 0.8130, 0.8297, 0.7713, 0.8565,\n", + " 0.8211, 0.8447, 0.8282, 0.8283, 0.8298, 0.8342, 0.7783, 0.8612, 0.7975,\n", + " 0.8151, 0.8323, 0.7772, 0.8376, 0.8327, 0.8219, 0.8451, 0.8303, 0.8326,\n", + " 0.6361, 0.8249, 0.8154, 0.8542, 0.8213, 0.7948, 0.8413, 0.8201, 0.8315,\n", + " 0.8435, 0.8288, 0.8338, 0.8264, 0.8300, 0.8370, 0.8200, 0.8414, 0.8364,\n", + " 0.8013, 0.8449, 0.8201, 0.8555, 0.8430, 0.8133, 0.8330, 0.8271, 0.8637,\n", + " 0.8209, 0.8396, 0.8299, 0.8395, 0.8153, 0.7952, 0.8422, 0.8328, 0.8494,\n", + " 0.8553, 0.8565, 0.8573, 0.8108, 0.7636, 0.8508, 0.8421, 0.8396, 0.8279,\n", + " 0.8194, 0.8517, 0.8319, 0.8423, 0.8395, 0.8481, 0.8152, 0.8572, 0.8419,\n", + " 0.8380, 0.8371, 0.8232, 0.8456, 0.8261, 0.8302, 0.8446, 0.8069, 0.8534,\n", + " 0.8401, 0.8494, 0.8096, 0.8187, 0.8300, 0.8129, 0.8057, 0.8245, 0.8453,\n", + " 0.8108, 0.8099, 0.8323, 0.8241, 0.8162, 0.8384, 0.8404, 0.8136, 0.8227,\n", + " 0.8146, 0.8117, 1.6179, 0.8173, 0.8288, 0.8146, 0.8182, 0.8552, 0.8439,\n", + " 0.8370, 0.8430, 0.8479, 0.8643, 0.8390, 0.8352, 0.8180, 0.8427, 0.8040,\n", + " 0.8310, 0.8465, 0.8456, 0.8525, 0.8575, 0.8486, 0.8229, 0.8038, 0.8576,\n", + " 0.8372, 0.8169, 0.8291, 0.7992, 0.8272, 0.8324, 0.8276, 0.8250, 0.8650,\n", + " 0.8311, 0.8521, 0.8143, 0.8314, 0.8428, 0.7867, 0.8465, 0.7968, 0.8432,\n", + " 0.8449, 0.8400, 0.8341, 0.8381, 0.8296, 0.8051, 0.8199, 0.8313, 0.8140,\n", + " 0.8288, 0.8149, 0.8175, 0.8423, 0.8281, 0.8229, 0.8219, 0.8500, 0.8418,\n", + " 0.8374, 0.8405, 0.8400, 0.8487, 0.8523, 0.7743, 0.8452, 0.8413, 0.8274,\n", + " 0.8256, 0.8345, 0.8230, 0.2616, 0.8310, 0.8185, 0.8153, 0.8533, 0.8601,\n", + " 0.8467, 0.8478, 0.8307, 0.8456, 0.8353, 0.8388, 0.8402, 0.8540, 0.8607,\n", + " 0.8311, 0.8172, 0.8431, 0.8426, 0.8203, 0.8223, 0.8080, 0.8479, 0.8052,\n", + " 0.8210, 0.8449, 0.8410, 0.7975, 0.8370, 0.8196, 0.8087, 0.8325, 0.8776,\n", + " 0.8205, 0.8276, 0.8354, 0.8336, 0.8440, 0.8164, 0.8555, 0.8157, 0.8323,\n", + " 0.8145, 0.8394, 0.8432, 0.8563, 0.8376, 0.8363, 0.8288, 0.8391, 0.7856,\n", + " 0.8411, 0.8088, 0.8614, 0.8448, 0.8362, 0.8304, 0.8486, 0.8371, 0.8287,\n", + " 0.8607, 0.8137, 0.8189, 0.8302, 0.8201, 0.8140, 0.8251, 0.8340, 0.8143,\n", + " 0.8597, 0.8312, 0.8357, 0.8427, 0.8404, 0.8547, 0.8348, 0.8524, 0.8161,\n", + " 0.8214, 0.8170, 0.8262, 0.8672, 0.8238, 0.8156, 0.8211, 0.8124, 0.7963,\n", + " 0.8405, 0.8367, 0.8628, 0.8195, 0.8393, 0.8450, 0.8301, 0.8269, 0.8367,\n", + " 0.8469, 0.8233, 0.8172, 0.8439, 0.8368, 0.8320, 0.8349, 0.8426, 0.8279,\n", + " 0.8528, 0.8247, 0.8354, 0.8403, 0.8224, 0.8458, 0.8458, 0.8213, 0.8562,\n", + " 0.8452, 0.8198, 0.8405, 0.8469, 0.8527, 0.8151, 0.8307, 0.8111, 0.7746,\n", + " 0.8165, 0.8438, 0.8367, 0.8429, 0.8395, 0.8649, 0.8063, 0.8252, 0.8409,\n", + " 0.8346, 0.8306, 0.8122, 0.8533, 0.8034, 0.8301, 0.8263, 0.8433, 0.8316,\n", + " 0.8067, 0.8378, 0.8446, 0.8643, 0.7550, 0.8403, 0.8295, 0.7943, 0.8429,\n", + " 0.8481, 0.8489, 0.8590, 0.8370, 0.7877, 0.8655, 0.8457, 0.7998, 0.8556,\n", + " 0.8312, 0.8072, 0.8758, 0.8321, 0.8440, 0.8091, 0.8323, 0.8460, 0.8207,\n", + " 0.8248, 0.8564, 0.8331, 0.8312, 0.8442, 0.8295, 0.8521, 0.8392, 0.8046,\n", + " 0.8335, 0.8597, 0.8558, 0.8242, 0.8492, 0.8403, 0.8191, 0.8288, 0.8204,\n", + " 0.8260, 0.8447, 0.8378, 0.8448, 0.8438, 0.8331, 0.8302, 0.8218, 0.8319,\n", + " 0.8657, 0.8049, 0.8029, 0.8064, 0.8315, 0.8414, 0.8355, 0.8488, 0.8542,\n", + " 0.8420, 0.7802, 0.8629, 0.8011, 0.8223, 0.8500, 0.8484, 0.8460, 0.8498,\n", + " 0.8385, 0.8279, 0.8610, 0.8513, 0.8527, 0.8253, 0.8313, 0.8297, 0.8351,\n", + " 0.8035, 0.8283, 0.8446, 0.8344, 0.8170, 0.8368, 0.8450, 0.8398, 0.8054,\n", + " 0.8321, 0.8283, 0.8070, 0.8446, 0.8296, 0.8343, 0.8676, 0.8221, 0.7967,\n", + " 0.8229, 0.8578, 0.8651, 0.8409, 0.8460, 0.8264, 0.8310, 0.8284, 0.8543,\n", + " 0.8361, 0.8392, 0.8257, 0.8105, 0.8582, 0.8196, 0.8246, 0.8526, 0.8279,\n", + " 0.8269, 0.8242, 0.8076, 0.8396, 0.8265, 0.8370, 0.8301, 0.8274, 0.8170,\n", + " 0.8281, 0.7974, 0.8149, 0.8549, 0.8173, 0.8337, 0.8475, 0.8441, 0.8154,\n", + " 0.8303, 0.8452, 0.8222, 0.8412, 0.8273, 0.8342, 0.8289, 0.8395, 0.8216,\n", + " 0.8455, 0.7872, 0.7967, 0.8433, 0.7560, 0.8304, 0.8243, 0.8051, 0.8456,\n", + " 0.8372, 0.8151, 0.8468, 0.8452, 0.8296, 0.8506, 0.8245, 0.8186, 0.8403,\n", + " 0.8407, 0.8445, 0.8247, 0.8466, 0.8265, 0.8462, 0.8468, 0.8161, 0.8353,\n", + " 0.8473, 0.8413, 0.8491, 0.8072, 0.8217, 0.8258, 0.8248, 0.8308, 0.8406,\n", + " 0.8218, 0.8552, 0.8188, 0.8036, 0.8079, 0.7939, 0.8472, 0.8502, 0.8185,\n", + " 0.8479, 0.8111, 0.8234, 0.8553, 0.8411, 0.8377, 0.8371, 0.8568, 0.8214,\n", + " 0.6456, 0.8565, 0.8414, 0.8478, 0.8395, 0.8347, 0.8481, 0.8320, 0.8236,\n", + " 0.8321, 0.8410, 0.8473, 0.8432, 0.8804, 0.7857, 0.8464, 0.8286, 0.7936,\n", + " 0.8464, 0.8247, 0.8539, 0.8375, 0.8597, 0.8197, 0.8270, 0.8315, 0.8363,\n", + " 0.8561, 0.8477, 0.8218, 0.8480, 0.8548, 0.8228, 0.8339, 0.8328, 0.8076,\n", + " 0.8016, 0.8303, 0.8528, 0.8277, 0.8526, 0.8531, 0.8448, 0.8132, 0.7983,\n", + " 0.8375, 0.8206, 0.8446], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.0434e-02, -6.6574e-02, -5.3411e-02, -3.7473e-03, -1.0855e-01,\n", + " -2.5190e-02, -1.2747e-01, -8.0729e-02, 1.2454e-03, 2.1830e-02,\n", + " -7.4600e-02, -1.1655e-01, 3.7097e-02, -5.2080e-02, -2.3333e-02,\n", + " -1.4724e-01, -8.1681e-02, -9.0290e-02, -1.3640e-02, -6.4035e-02,\n", + " -1.3044e-01, -1.5306e-02, -6.1007e-02, -1.6939e-01, -5.6227e-02,\n", + " -1.2686e-01, -3.7969e-02, 2.9934e-02, 3.8393e-02, -8.9227e-02,\n", + " -3.2811e-02, -4.2680e-02, -1.3964e-01, -2.8615e-03, -1.9903e-02,\n", + " -4.5810e-02, 3.9919e-02, -3.9523e-02, -5.0239e-02, 7.6281e-02,\n", + " 2.8437e-02, 5.1372e-02, -1.2479e-02, -9.7882e-02, -7.1457e-02,\n", + " -1.0540e-04, -2.6029e-02, -4.5152e-02, -2.9636e-02, -3.9736e-02,\n", + " 5.1432e-02, -8.1544e-02, -1.1939e-01, -2.4400e-02, -1.2422e-01,\n", + " -6.6767e-02, -8.0397e-02, 7.6838e-02, -2.0085e-02, 2.3329e-02,\n", + " -4.2266e-02, -1.5425e-01, -5.9279e-02, -3.3451e-02, -1.9278e-02,\n", + " -1.1394e-01, -7.8742e-03, -3.7558e-02, -1.7364e-02, 2.0172e-02,\n", + " 3.0023e-02, -1.0167e-01, 2.0659e-02, -7.7266e-03, -9.0087e-02,\n", + " -3.8153e-02, -2.1861e-02, -5.8918e-03, -1.0826e-01, -1.2729e-01,\n", + " -7.3373e-02, -6.8534e-02, -1.0027e-01, -9.7525e-02, -3.7095e-02,\n", + " 1.0309e-02, -3.0280e-02, -3.0040e-02, 1.3849e-02, -1.0163e-01,\n", + " 2.2553e-02, 5.0153e-02, -1.7362e-01, -5.3377e-02, -3.9739e-02,\n", + " 2.1268e-02, -1.0780e-01, -1.2092e-03, -4.8188e-02, 2.9974e-02,\n", + " -2.0472e-02, -2.2645e-04, -1.0002e-01, -2.3018e-02, -4.0754e-02,\n", + " -5.2450e-02, -3.5255e-02, 2.6819e-02, 4.6068e-03, -4.4663e-02,\n", + " 2.9248e-02, -2.6605e-02, 1.1381e-02, 6.7287e-03, -3.6448e-03,\n", + " -5.1187e-02, -6.0767e-04, -6.8383e-03, 2.1426e-02, -6.9556e-02,\n", + " -2.5026e-02, -3.7308e-02, -7.1907e-02, -1.5625e-01, -1.1506e-01,\n", + " 5.4456e-02, -6.8356e-02, -1.0098e-01, 1.4837e-02, -2.7549e-02,\n", + " -3.9342e-02, -8.9119e-02, -8.2797e-04, -1.6720e-02, 2.3796e-02,\n", + " 1.2355e-03, -8.0419e-02, -5.6699e-02, 2.0797e-03, 5.0174e-03,\n", + " -6.6264e-03, -6.4845e-02, -2.5441e-02, -1.4580e-01, -1.0586e-01,\n", + " 4.3328e-02, -5.0488e-02, 1.6404e-03, 3.6633e-02, -1.4401e-01,\n", + " 1.5159e-02, -1.6362e-01, 3.8709e-02, -5.2711e-02, -1.8626e-02,\n", + " -7.5729e-02, -5.5352e-02, -7.8262e-02, -4.4010e-02, -3.5784e-02,\n", + " -3.9811e-02, 2.5602e-02, -9.2414e-04, -4.9390e-02, -8.2070e-02,\n", + " -5.6103e-02, -1.2689e-01, -6.5351e-02, 1.0304e-01, -4.6269e-02,\n", + " 1.1972e-02, -1.0165e-03, -5.8980e-02, -1.0035e-01, -2.3426e-02,\n", + " -1.0944e-01, -1.0950e-01, -5.5063e-02, -6.3111e-02, -6.1464e-02,\n", + " 5.8724e-02, -7.1554e-02, 5.3993e-02, -3.1396e-02, -4.5347e-02,\n", + " -9.3896e-03, -1.2156e-01, -7.2647e-02, -9.9593e-02, -2.1577e-02,\n", + " 2.3320e-02, 4.9790e-02, -1.2477e-01, 2.2985e-02, -9.4525e-02,\n", + " -7.1457e-02, -1.7645e-02, -1.1834e-01, -2.2370e-02, -2.2903e-02,\n", + " 4.6797e-02, -2.3321e-02, -5.8783e-02, 2.3218e-02, -1.0205e-03,\n", + " -1.2596e-01, -8.5174e-02, -2.0600e-02, -7.0131e-02, -7.8297e-02,\n", + " 9.3474e-03, 2.3925e-02, -1.1426e-01, -1.6562e-01, -5.1602e-02,\n", + " -1.6173e-02, 5.2140e-02, -2.1642e-02, -1.4453e-01, 1.3547e-02,\n", + " -8.1211e-02, -1.1853e-01, -1.5630e-02, -6.8336e-02, 5.3673e-02,\n", + " -5.7086e-02, -6.0969e-02, 7.5101e-03, -1.1143e-01, -8.0739e-03,\n", + " 1.2283e-02, -8.6508e-02, -1.0784e-01, -1.5422e-02, -1.1286e-02,\n", + " -5.5254e-02, -2.6176e-02, -2.1493e-02, -1.1141e-01, 5.7634e-02,\n", + " -7.1005e-02, -8.5546e-02, 7.0352e-02, -1.0610e-01, -4.5532e-02,\n", + " -4.6055e-02, -9.2581e-03, -3.4471e-02, 3.4109e-02, 3.6170e-02,\n", + " 4.2674e-03, -1.5947e-01, -6.2083e-02, -1.5680e-02, -8.7279e-02,\n", + " -3.3763e-02, 4.8817e-02, 2.6907e-02, -9.5887e-02, -5.6328e-02,\n", + " -9.0758e-02, -3.7893e-02, -3.5122e-02, -3.6924e-02, -2.8473e-02,\n", + " 1.0867e-01, -1.6066e-02, -2.0317e-02, -7.1949e-02, -3.2856e-02,\n", + " -2.6639e-02, -7.2007e-02, 4.1333e-02, -9.2563e-02, 7.6693e-03,\n", + " -3.2851e-02, -2.9394e-02, -3.4945e-02, -1.7228e-02, 4.8761e-02,\n", + " -7.4312e-02, -1.1608e-01, 1.7526e-02, -1.2904e-02, 1.7517e-02,\n", + " -5.1080e-02, -1.0684e-01, -8.5033e-02, -1.0802e-02, -2.6085e-02,\n", + " -5.2837e-02, -3.8999e-02, 3.1314e-02, -5.2433e-02, -1.0462e-01,\n", + " -5.5095e-02, -8.2696e-02, -1.4362e-01, -1.1650e-01, 2.2637e-02,\n", + " -6.4085e-04, -9.5339e-02, -4.1822e-03, -1.1618e-01, -1.4910e-01,\n", + " 5.0148e-03, 4.5802e-03, 2.8265e-02, 1.2884e-01, 3.4291e-02,\n", + " 2.5331e-02, 1.3152e-02, -1.0017e-01, -5.4800e-02, -4.2957e-02,\n", + " -5.9099e-02, -4.9694e-02, -4.6802e-02, -2.9493e-02, -3.1559e-02,\n", + " -4.3551e-03, -1.1286e-01, -7.7375e-02, 1.0809e-01, -3.0017e-02,\n", + " -1.4722e-03, -7.0181e-02, -5.3466e-02, 5.7469e-02, 5.0175e-02,\n", + " -9.7988e-02, -4.2461e-02, -5.8318e-02, -9.6333e-02, 9.4398e-03,\n", + " -6.8912e-02, 4.7488e-03, -1.1016e-02, -7.0517e-03, 1.3384e-02,\n", + " -5.2445e-02, -1.0048e-01, -5.2579e-02, -5.3505e-02, -7.9745e-02,\n", + " 4.6614e-02, -6.7940e-03, 1.2135e-01, -1.0074e-02, 5.4526e-02,\n", + " 1.7721e-02, 1.4867e-02, -8.1992e-02, -1.0205e-02, -1.3016e-02,\n", + " 1.0559e-02, -3.2391e-02, -9.0619e-02, 1.8612e-03, -8.4933e-02,\n", + " -3.4331e-02, -6.6296e-02, -1.1073e-01, -5.0133e-02, -1.1443e-01,\n", + " -7.5488e-02, 1.7416e-02, -6.3808e-02, 4.2427e-02, -2.5619e-02,\n", + " 1.5155e-02, 3.5429e-03, -7.7792e-02, -2.4987e-03, 7.6519e-02,\n", + " -1.4248e-02, -6.0049e-02, -5.8134e-03, 3.8734e-03, -1.5892e-02,\n", + " -2.8932e-02, 6.9523e-01, 2.8123e-03, 4.3016e-02, -9.9778e-02,\n", + " 7.7378e-03, 2.9819e-02, -9.8470e-02, -4.6133e-02, 7.7382e-02,\n", + " -3.6013e-02, -8.2106e-02, -7.0760e-02, 1.9589e-02, -2.7839e-02,\n", + " -2.9317e-02, 3.1324e-02, 1.8205e-02, -1.2056e-01, 6.0795e-02,\n", + " 4.4223e-02, -3.7467e-02, -8.3812e-02, -3.4703e-02, 1.0543e-01,\n", + " 6.7851e-02, -5.5800e-02, 4.1706e-02, -1.5438e-01, 3.2448e-02,\n", + " 8.2413e-03, 8.8163e-03, -2.1921e-02, -2.1825e-02, -7.7382e-03,\n", + " -9.8243e-02, -3.2763e-02, 4.3209e-02, -6.1806e-02, -3.8630e-02,\n", + " -4.2999e-02, 8.0443e-03, -7.4465e-02, 5.2662e-02, 2.9299e-02,\n", + " -5.5018e-02, -1.3068e-02, 7.2473e-02, 6.3509e-02, -9.6659e-02,\n", + " 3.2465e-02, 4.4939e-02, 3.6742e-02, -1.3732e-01, -5.0668e-03,\n", + " -1.0867e-01, -3.6120e-02, -5.0998e-03, -5.8174e-02, -1.4730e-02,\n", + " -7.2590e-02, -4.3036e-02, -8.6519e-02, -2.8613e-02, -1.8881e-02,\n", + " -1.8718e-02, 9.3062e-02, -4.9632e-02, -3.2292e-02, 1.9902e-02,\n", + " -8.6374e-02, -2.2647e-02, -9.1689e-02, 2.6578e-02, -1.2772e-01,\n", + " -1.0356e-01, 3.1135e-02, -9.5284e-02, 5.4222e-02, 4.7273e-02,\n", + " -4.4214e-02, 2.1283e-02, -4.1030e-02, -1.4686e-01, -1.6848e-01,\n", + " 5.2594e-03, -1.0676e-01, 4.8309e-02, -9.3499e-02, -5.5058e-02,\n", + " -5.7908e-02, -1.7933e-02, -4.3438e-02, -1.3059e-01, -2.4160e-02,\n", + " -6.9908e-03, -2.5864e-02, -5.0902e-02, 1.6604e-02, 8.9533e-02,\n", + " -6.5033e-02, -7.9915e-02, 3.5131e-02, -4.3749e-03, 2.8347e-02,\n", + " 9.2552e-03, -8.5458e-02, -1.3573e-01, 1.7077e-02, -3.4571e-02,\n", + " -3.7896e-04, -1.3808e-02, -4.7865e-02, -4.6461e-02, -3.9436e-02,\n", + " -2.5896e-02, -1.0460e-02, -5.9742e-02, -5.1335e-02, -7.9553e-02,\n", + " -6.5883e-02, -8.0358e-02, 2.6505e-02, 7.1873e-02, -1.9227e-02,\n", + " -7.0099e-02, -2.3376e-02, -7.9206e-02, 8.2827e-04, 1.4612e-02,\n", + " 1.2630e-02, -1.2755e-02, -2.2332e-02, 2.5340e-02, -6.9585e-02,\n", + " -1.5328e-01, 1.1375e-03, -8.6955e-02, 6.8137e-02, -4.7797e-02,\n", + " 1.8844e-02, -7.9612e-02, -1.4139e-01, 7.2054e-03, -8.6015e-03,\n", + " 1.8380e-02, -7.3243e-03, 1.8561e-02, -5.2474e-02, -8.2518e-02,\n", + " -4.2025e-02, -6.7892e-03, 8.0981e-03, -6.4537e-02, -9.9288e-02,\n", + " 8.8514e-02, -7.7035e-02, -2.4197e-02, -1.0051e-01, 1.4705e-01,\n", + " -6.2921e-02, -6.3178e-02, -3.8450e-02, -2.1408e-02, 2.5654e-02,\n", + " 1.1040e-01, 9.0883e-03, -3.2891e-02, -1.4906e-01, -1.2870e-01,\n", + " 9.5794e-04, 1.6663e-02, -7.0759e-02, -6.3398e-02, -5.2613e-02,\n", + " 2.6132e-02, -2.0406e-02, -1.3057e-01, -7.9481e-02, 2.2808e-02,\n", + " -1.7124e-02, -2.8898e-02, -1.0358e-01, -2.1171e-02, 3.8249e-02,\n", + " -7.3625e-02, -8.3378e-02, -7.7610e-02, -3.4281e-02, -4.2846e-03,\n", + " -8.1903e-03, -1.0042e-01, -1.1125e-01, -3.7076e-02, 7.4860e-03,\n", + " -6.7294e-02, -5.2037e-02, 7.2620e-02, -1.0061e-01, 5.9421e-02,\n", + " 3.0626e-02, -8.8924e-02, -5.0402e-02, -5.8265e-03, -8.6237e-03,\n", + " 1.2796e-03, -2.5012e-01, -1.3213e-02, -1.0232e-02, -2.1428e-02,\n", + " -2.7362e-02, 9.1895e-03, -8.9266e-02, -3.0052e-02, -6.3955e-02,\n", + " -2.1762e-02, -3.4595e-02, -6.5752e-02, -4.1349e-02, -1.0338e-01,\n", + " -4.0735e-02, -4.0802e-02, 5.5953e-02, -6.2148e-02, -1.0414e-01,\n", + " -1.2424e-01, -5.4106e-02, -4.6655e-02, -4.4401e-02, -6.0556e-02,\n", + " -5.7612e-02, 3.6996e-02, -2.6795e-02, -1.0736e-01, -1.6758e-02,\n", + " -2.8592e-03, -2.0220e-02, -2.6132e-02, -1.6469e-02, 2.2311e-02,\n", + " -1.0203e-01, -3.6910e-02, -3.7493e-02, -6.9833e-02, -7.1135e-02,\n", + " -5.5654e-02, -1.5174e-01, 3.9553e-02, -7.4312e-02, -2.9360e-02,\n", + " -5.6188e-02, -1.0084e-01, -8.4631e-02, -1.2945e-01, -5.0129e-02,\n", + " -6.2667e-02, -9.0259e-02, -6.9464e-02, -1.0825e-01, -5.5985e-02,\n", + " 4.1804e-02, -1.0288e-01, -2.6528e-02, 6.7392e-02, -3.5018e-02,\n", + " 5.5683e-02, -5.7320e-02, -8.3557e-02, -5.2974e-02, -1.3502e-01,\n", + " -6.3524e-02, -5.5015e-02, -9.2393e-02, -8.9890e-02, -1.8675e-02,\n", + " -1.7783e-02, -1.0325e-01, -8.2868e-02, -5.5405e-02, 1.1491e-02,\n", + " -6.3522e-02, 4.3123e-02, -1.1421e-01, 1.5681e-02, -5.2091e-02,\n", + " -5.5900e-03, -2.2682e-02, -1.2387e-01, -1.2129e-01, -4.4534e-02,\n", + " -1.4000e-01, -1.1038e-02, -6.8755e-04, -3.3310e-02, -6.8200e-02,\n", + " -7.4302e-03, -1.3760e-01, -6.3926e-02, -6.2201e-02, -2.1785e-02,\n", + " -3.9153e-02, 1.3362e-02, -1.2367e-01, -2.9912e-04, 1.2394e-02,\n", + " -6.9428e-02, -5.5328e-02, -7.4410e-02, 6.1534e-02, -3.0991e-02,\n", + " -4.2157e-02, -5.9767e-02, -5.0850e-02, -2.5900e-02, -4.2066e-02,\n", + " -4.1019e-02, 4.8172e-02, -5.5493e-02, 1.1516e-02, 4.3468e-03,\n", + " -8.6590e-02, -1.4976e-02, 1.5131e-03, -6.1278e-02, -1.0165e-01,\n", + " -9.4644e-02, -1.5040e-01, -8.0096e-02, -3.7907e-02, -1.2631e-01,\n", + " -4.7390e-02, -4.8927e-02, -1.0660e-01, -7.6180e-02, -2.4753e-02,\n", + " -7.6707e-02, 2.3271e-02, -7.5854e-02, -5.1075e-02, -5.1269e-02,\n", + " 1.3336e-01, -3.4960e-02, -9.3685e-03, 3.8359e-03, -9.5763e-02,\n", + " 3.2682e-02, -1.7301e-02, 3.9936e-02, -1.7392e-02, -2.4943e-03,\n", + " -2.4463e-02, -8.9341e-02, -7.1354e-02, -6.0614e-02, -1.7234e-01,\n", + " 1.7273e-02, -6.3628e-02, -1.4222e-01, 2.6857e-02, -2.5513e-02,\n", + " -3.5461e-02, -6.6671e-02, -1.2773e-03, 3.5062e-03, -2.2206e-02,\n", + " -7.4084e-02, -3.2961e-02, 1.7992e-02, -7.0513e-02, -1.0699e-01,\n", + " -1.0735e-02, 3.3612e-02, -2.3259e-02, -1.3494e-01, 6.0601e-02,\n", + " -7.0173e-02, 6.8896e-02, -1.0629e-01, -1.3854e-02, 6.7230e-03,\n", + " -5.7314e-02, -7.5823e-02, -5.2118e-02, 4.6215e-02, 3.0333e-02,\n", + " -4.6445e-02, -2.3776e-02, -2.0884e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.4508e-01, 4.0926e-01, -3.2818e-01, -2.8698e-02, -2.6105e-01,\n", + " -8.8865e-03, 2.8272e-01, 2.9035e-01, -8.6735e-02, 3.9802e-01,\n", + " -4.6361e-01, 2.4600e-01, -2.4015e-03, 1.6364e-01, -1.6594e-01,\n", + " 1.1448e-01, -1.6527e-01, -1.9590e-01, -4.7394e-01, 1.3412e-02,\n", + " -3.2246e-01, -2.0455e-01, -2.9871e-01, -7.5479e-01, -2.5058e-01,\n", + " -4.8019e-01, 3.2120e-01, 4.7050e-01, -4.2813e-01, -2.3382e-01,\n", + " 1.5975e-01, 4.1236e-01, 4.7742e-02, -1.6802e-01, 3.1377e-01,\n", + " 3.1468e-02, 3.5128e-01, 2.1830e-01, 4.0055e-01, -2.1037e-01,\n", + " 9.8628e-02, 5.1369e-02, 1.0907e-01, 1.2204e-01, -1.9320e-01,\n", + " 3.0569e-02, 3.9870e-01, 3.7900e-01, -4.4496e-02, -7.2506e-02,\n", + " 2.7730e-01, -6.3626e-02, -1.2510e-01, 2.5065e-01, -1.4116e-01,\n", + " 3.8364e-03, -3.4918e-01, 6.1462e-02, -4.0289e-02, 2.7615e-01,\n", + " -4.3128e-01, 3.8404e-01, 3.5214e-01, 8.8987e-02, -2.0994e-01,\n", + " -3.0099e-01, 4.4209e-01, 1.7082e-02, 2.6703e-01, -2.1336e-01,\n", + " -3.5081e-01, -2.4673e-01, 1.2711e-01, -5.1729e-02, -7.7975e-02,\n", + " 2.9086e-01, -3.9449e-02, -4.0342e-02, -9.4289e-02, -1.9269e-01,\n", + " -2.8471e-01, -1.5820e-01, -1.2040e-01, 2.7786e-01, -4.6609e-01,\n", + " 8.6754e-02, -4.4512e-02, 2.6015e-01, 3.0046e-01, -2.1110e-01,\n", + " -3.2694e-02, -3.2132e-01, 3.9820e-02, 1.2422e-01, -4.5760e-02,\n", + " -1.3882e-01, 1.0724e-02, 6.0416e-01, 5.6361e-02, 3.3893e-01,\n", + " -1.0727e-01, -2.9847e-01, 1.3799e-01, 1.4339e-01, 1.0604e-01,\n", + " 3.0317e-02, -2.1509e-02, -2.8212e-01, 3.6434e-01, -7.3510e-04,\n", + " 1.8325e-01, 5.7849e-01, -1.3259e-01, -5.4389e-02, -3.4781e-01,\n", + " -1.3035e-01, 1.4072e-01, -3.9989e-02, -2.4629e-01, -1.7324e-01,\n", + " -2.7020e-01, -1.1128e-01, -2.4905e-01, 5.6958e-02, 6.3161e-02,\n", + " -1.1693e-02, 3.0437e-01, 3.5988e-03, 2.7290e-01, -1.0965e-01,\n", + " -5.8476e-02, -6.2916e-02, 1.9371e-01, -9.6598e-02, 5.3410e-02,\n", + " -6.9992e-02, 1.6707e-01, 9.9596e-02, 6.8458e-02, -9.0280e-02,\n", + " -5.6491e-03, 1.0587e-01, 8.4272e-02, -6.0270e-02, -9.9839e-02,\n", + " 9.5956e-02, -2.6354e-02, 1.8333e-01, 1.0886e-01, -3.4768e-02,\n", + " 1.0146e-02, 4.3109e-02, 7.3632e-02, -1.8869e-01, 4.9009e-03,\n", + " 9.7823e-02, -1.5463e-01, 9.6551e-02, -1.7016e-01, -4.2408e-03,\n", + " 3.7589e-02, 1.0548e-01, -2.4917e-01, -6.7972e-02, 4.9516e-02,\n", + " 5.8423e-02, -4.4414e-01, -1.8490e-01, -1.1509e-02, -8.6616e-02,\n", + " -1.2172e-01, 1.8567e-01, 9.8076e-04, -9.4050e-02, -1.4864e-02,\n", + " 8.6890e-02, 4.7251e-02, 6.5057e-02, -7.7482e-02, -2.7404e-01,\n", + " 8.3824e-02, -2.8188e-03, 3.5813e-02, 3.1096e-01, -4.1060e-02,\n", + " 2.5648e-02, -1.0568e-01, -3.5177e-01, 9.1710e-02, 1.3746e-01,\n", + " -2.9364e-04, -6.5756e-03, 7.8764e-02, -2.5017e-02, -1.1843e-01,\n", + " -8.3804e-02, 9.4933e-03, 4.1693e-02, -1.8016e-01, 2.5127e-01,\n", + " 1.1569e-02, 1.3666e-01, 2.3710e-01, 2.8105e-01, 6.2747e-02,\n", + " 6.3472e-03, 5.2125e-02, 3.1336e-02, 9.0075e-02, 2.9148e-01,\n", + " -1.7410e-03, 4.2045e-02, 6.5335e-02, -8.4220e-02, 2.7035e-01,\n", + " -5.3156e-03, -9.5809e-02, -2.1902e-01, -1.4360e-01, 4.1428e-01,\n", + " 5.8233e-02, -6.6352e-02, 1.6432e-01, 6.9439e-02, -1.2712e-01,\n", + " -1.2199e-01, -1.7467e-01, 5.6447e-02, -7.6137e-02, -7.6485e-02,\n", + " -1.5909e-01, -8.5181e-02, 4.9547e-02, 1.1584e-01, -1.7746e-01,\n", + " -9.2439e-02, 1.1206e-02, 6.6615e-02, 2.8272e-01, 1.8882e-02,\n", + " 4.5987e-01, 1.4605e-01, -4.1574e-02, -1.1825e-01, -2.1566e-01,\n", + " -1.4596e-01, 8.5446e-02, -7.8131e-02, 7.0683e-02, 2.4640e-01,\n", + " 1.2893e-02, 3.6038e-02, 1.6615e-01, 1.0816e-01, 7.0824e-02,\n", + " -3.0924e-02, -1.1722e-01, 1.4870e-01, -2.9171e-01, -1.8393e-01,\n", + " -9.4880e-02, -7.7596e-02, 2.7846e-01, -1.7737e-02, -1.3460e-01,\n", + " 2.7650e-01, 1.5727e-01, 3.2214e-01, 1.4791e-01, 9.5211e-02,\n", + " -5.6741e-02, -3.2463e-01, -4.2387e-01, 7.3569e-01, -2.6549e-02,\n", + " -5.4388e-02, 1.1667e-01, 4.0011e-01, 3.0355e-01, -8.6620e-02,\n", + " 2.8283e-01, 3.5839e-02, 1.7588e-01, -1.3057e-01, -2.8893e-01,\n", + " -1.1985e-01, -2.5533e-01, 2.4863e-01, 2.6188e-01, -4.8448e-02,\n", + " -1.2723e-01, 2.2823e-01, 4.7734e-01, 4.1029e-01, 1.2397e-01,\n", + " 8.9113e-02, 1.3167e-01, -1.6434e-01, 1.7638e-01, -1.1045e-01,\n", + " 1.1808e-01, -1.1646e-01, -1.8070e-02, 9.9072e-02, 2.3005e-01,\n", + " 3.3255e-01, 6.0030e-02, 9.3791e-02, 1.6549e-01, -1.4476e-01,\n", + " 1.3611e-01, 2.3269e-01, 8.3314e-02, -8.7980e-02, 2.6533e-02,\n", + " -1.6021e-01, 8.5629e-02, -2.0695e-01, -1.9889e-01, -3.0654e-02,\n", + " -2.2832e-02, 4.4552e-02, -2.5519e-02, -1.2239e-01, 1.1476e-03,\n", + " 1.5598e-01, 9.5248e-02, -4.4761e-02, -8.0380e-02, -1.4541e-01,\n", + " 2.6812e-01, 1.6802e-01, 7.8162e-02, 3.1746e-02, 9.4722e-03,\n", + " 7.2411e-02, 2.1135e-01, 1.7691e-01, 7.0296e-02, -2.9222e-02,\n", + " -6.7535e-02, 7.9958e-02, 1.0588e-01, 1.0048e-01, 7.0618e-02,\n", + " 1.0144e-01, -8.2547e-03, 1.1782e-01, -2.3025e-01, -3.9648e-01,\n", + " 7.4790e-02, -1.8932e-01, -2.9609e-02, 3.0226e-01, -9.8183e-02,\n", + " 6.4902e-02, -3.1430e-01, 4.6957e-02, -2.0649e-01, 1.1137e-01,\n", + " -1.2659e-01, -3.5504e-02, -8.8870e-02, 8.3719e-02, -5.1739e-02,\n", + " -5.2174e-02, -6.5855e-02, -5.0843e-02, 2.9274e-02, -5.3974e-02,\n", + " 5.3451e-02, 1.3143e-02, -6.8927e-02, -3.5941e-02, 1.4883e-01,\n", + " -6.1372e-02, -3.3196e-02, -6.3640e-02, 1.9921e-02, -5.1276e-02,\n", + " -7.2964e-04, -1.1961e-01, 8.3787e-02, -1.2137e-01, -2.0852e-01,\n", + " 2.9758e-01, -3.8699e-01, 7.7345e-02, -5.1349e-03, -8.6968e-02,\n", + " -8.0035e-03, 3.0792e-01, 1.9037e-01, 9.1157e-03, -1.8449e-01,\n", + " -1.0910e-02, 3.7047e-01, -2.1832e-01, -2.6093e-01, 3.8370e-01,\n", + " 2.0055e-01, -2.9054e-01, -2.0295e-01, -2.7846e-01, 4.5800e-02,\n", + " -1.3268e-01, 2.2434e-03, -8.5056e-04, 5.8994e-01, 2.7035e-01,\n", + " -1.7660e-01, 5.2023e-02, -1.4849e-02, 1.5524e-01, 7.1256e-02,\n", + " 1.5615e-01, 3.7199e-01, -1.6906e-01, -2.4232e-01, -1.9754e-01,\n", + " 2.2402e-01, -2.6044e-01, -7.0554e-01, 1.0146e-01, 4.2055e-02,\n", + " -6.6369e-02, -1.6213e-01, -9.5376e-02, -4.5736e-01, 1.6891e-01,\n", + " 8.3917e-02, -7.0126e-01, 1.6386e-01, 1.7145e-01, 5.2917e-02,\n", + " -1.0409e-01, -2.7164e-01, -8.6378e-02, 3.9808e-02, 1.4597e-01,\n", + " 2.8720e-01, -1.1189e-01, 3.3640e-01, -3.4760e-02, 1.2804e-01,\n", + " 2.9205e-02, -4.9959e-01, -2.6029e-01, -2.9684e-02, 2.5219e-01,\n", + " -1.6198e-01, 4.0059e-02, -7.1787e-02, -1.9445e-01, -3.2336e-01,\n", + " 2.8838e-01, 1.2361e-01, 5.0745e-01, 5.0571e-01, 4.5394e-02,\n", + " 4.2681e-01, -2.4060e-01, -4.4395e-02, 2.8781e-01, -3.1175e-01,\n", + " -1.1434e-02, 3.0151e-01, -1.3853e-02, -2.2816e-02, 1.7311e-01,\n", + " 1.5809e-01, 4.0244e-02, -2.3952e-01, 3.0609e-01, -2.6309e-01,\n", + " 9.7075e-02, -4.3569e-01, -2.2369e-01, 4.2203e-01, 1.6532e-01,\n", + " -2.8449e-01, -3.1811e-01, -1.3243e-01, 2.8926e-01, -1.6043e-01,\n", + " -1.5083e-01, -3.8745e-02, -8.5798e-02, -1.2027e-01, 2.3618e-01,\n", + " 7.3756e-02, -6.0224e-02, -7.0630e-02, -2.9251e-01, -1.5558e-01,\n", + " -1.4424e-01, -2.9698e-01, 1.8194e-01, 1.6356e-01, 1.4792e-01,\n", + " -5.6139e-02, -1.5214e-01, 1.3954e-01, 2.0345e-01, -3.5457e-01,\n", + " 3.1902e-01, 2.9132e-01, -2.5712e-02, -3.4282e-01, 2.8795e-01,\n", + " -1.0619e-01, -2.2829e-01, -1.9555e-02, -1.2334e-02, -3.7453e-02,\n", + " 2.0738e-02, 1.7494e-02, 1.3835e-02, -1.4225e-02, -2.8143e-02,\n", + " -1.9602e-02, -3.0784e-02, 7.1251e-02, 1.5991e-02, 3.3960e-02,\n", + " -3.2359e-02, 2.7350e-02, -8.7807e-06, -5.5479e-02, 6.1875e-02,\n", + " 2.5380e-02, 5.2908e-02, -1.1359e-01, 9.6852e-03, 6.4524e-02,\n", + " -7.2602e-03, -6.2563e-02, -6.1265e-02, 2.4494e-02, -2.9495e-02,\n", + " -1.7313e-01, 7.4921e-02, 4.5862e-02, 6.1688e-02, -9.3834e-03,\n", + " 8.4144e-02, 4.5950e-03, -1.0053e-01, -5.6149e-02, 1.1004e-01,\n", + " 1.4374e-02, -4.6802e-03, 5.2541e-02, -3.6170e-02, -8.5449e-03,\n", + " -5.5921e-03, -3.0417e-02, 1.2495e-02, 4.3075e-02, 2.1870e-02,\n", + " 5.5257e-02, 2.2086e-02, 1.0849e-01, 2.0664e-03, 2.6770e-03,\n", + " -1.7639e-02, 3.0090e-02, 2.7612e-02, 1.7620e-02, 1.1148e-02,\n", + " 8.8009e-03, 5.0295e-02, -1.9110e-02, 7.2534e-02, 5.2390e-02,\n", + " 6.6740e-02, -1.2662e-01, -1.9853e-01, 8.5399e-02, -1.7892e-01,\n", + " 3.9913e-01, -5.4832e-03, 7.6531e-01, -1.6634e-01, 9.4297e-02,\n", + " -1.9521e-01, -1.0406e-01, -1.7094e-01, 6.5702e-02, -2.9591e-01,\n", + " 3.5312e-01, 1.4194e-01, 5.0648e-02, 1.2027e-01, 3.7924e-02,\n", + " -1.1917e-01, -4.7965e-01, 4.4047e-02, -2.6374e-02, 2.2073e-01,\n", + " -5.3977e-02, -1.7584e-01, 4.8521e-01, 2.1894e-01, 1.4986e-01,\n", + " 4.1464e-03, 6.5722e-02, 1.4616e-01, -4.9844e-02, -6.8974e-03,\n", + " -2.8312e-01, -5.7417e-01, -9.2799e-02, -1.4554e-01, -3.8905e-01,\n", + " 2.3642e-01, -5.8813e-02, -1.1237e-01, 1.3307e-01, -3.8011e-02,\n", + " -1.4164e-01, -4.4391e-02, -1.3205e-01, -9.9911e-03, 2.7255e-02,\n", + " -2.7728e-02, 4.6621e-03, -3.8725e-01, 1.7742e-01, 2.1446e-01,\n", + " 3.1606e-01, 1.2446e-01, -8.7867e-03, 6.6143e-02, -5.5724e-01,\n", + " 1.5215e-01, 5.1904e-01, 1.2371e-01, -3.4215e-02, -3.6434e-01,\n", + " -7.3646e-02, -1.3974e-01, 1.4744e-01, -5.5181e-02, -1.6336e-01,\n", + " -8.3859e-03, 1.2114e-01, 2.0644e-01, 3.3841e-01, -8.9701e-02,\n", + " -6.3812e-02, 1.7981e-01, 1.5882e-01, 1.8502e-02, 3.1529e-02,\n", + " -4.1496e-03, -9.2225e-02, 3.1884e-02, 9.3185e-02, -1.5027e-01,\n", + " -1.9594e-01, -2.9305e-02, -4.3637e-01, -1.9229e-01, 8.2728e-02,\n", + " 2.6421e-01, -2.2657e-01, -1.2674e-01, -1.0844e-02, -1.1295e-02,\n", + " 2.1947e-03, 5.3566e-02, 1.6224e-01, 1.4061e-01, 9.1433e-02,\n", + " -2.7725e-02, -1.3336e-01, -1.6402e-01, 8.1144e-03, 1.6365e-01,\n", + " 3.3805e-02, 1.1567e-01, 8.9398e-02, -7.8129e-03, -7.8674e-02,\n", + " -1.2069e-01, 1.2097e-02, 1.9971e-02, 2.3145e-01, 5.1792e-02,\n", + " 4.1265e-01, -7.7811e-02, 1.9249e-01, 2.1463e-01, -3.5297e-01,\n", + " 2.0544e-01, 5.1848e-02, 2.1828e-01, 2.9808e-02, -4.2434e-01,\n", + " -8.1091e-03, -1.2185e-01, -4.8018e-02, 1.8182e-01, -1.8021e-02,\n", + " 8.1570e-03, 3.5845e-02, -9.9781e-02, 9.8045e-02, 1.0515e-02,\n", + " 5.8585e-02, 1.2970e-01, -3.9113e-02, 2.0388e-02, 9.9133e-02,\n", + " 4.1355e-03, -7.0560e-02, -1.0300e-03, -1.1426e-01, -2.2303e-03,\n", + " 7.0617e-02, 1.0825e-01, -3.2928e-02, 3.0130e-03, 1.4302e-01,\n", + " 2.5474e-02, 2.0752e-02, -6.9888e-02, 2.6346e-03, -1.9667e-02,\n", + " 6.8254e-02, 6.9824e-02, -7.5233e-02, -3.2858e-02, -7.6477e-03,\n", + " -9.2041e-02, 1.1518e-01, 1.1256e-02, 1.4313e-01, -5.3999e-02,\n", + " 7.3000e-03, 6.2105e-02, 3.7213e-02, 8.1041e-02, -1.3787e-01,\n", + " 5.5780e-02, 9.5053e-03, -8.1575e-02, -2.1757e-02, -6.3689e-02,\n", + " 2.3786e-02, 2.5164e-02, -1.0112e-01, 3.1668e-02, -3.8108e-03,\n", + " 3.5306e-02, -4.5158e-02, 8.9193e-02, -7.6088e-02, -4.0536e-02,\n", + " -3.5524e-02, -1.2220e-01, 7.1624e-02, 9.4083e-02, 4.6922e-02,\n", + " -5.8193e-03, -5.8785e-02, -1.7030e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-5.1302e-03, 8.3288e-03, 3.7764e-03, 9.2886e-03, -4.1818e-03,\n", + " -8.0358e-03, 3.5761e-03, 5.2791e-03, -3.3368e-03, 3.7632e-03,\n", + " -1.5047e-02, -2.0337e-04, 5.4255e-04, 1.0059e-02, -3.7468e-03,\n", + " 3.0774e-03, -5.6145e-03, -5.8512e-03, 3.1476e-03, -3.6925e-03,\n", + " -3.6824e-03, -9.4856e-03, -8.8461e-03, 9.3814e-03, -8.3268e-04,\n", + " -8.7729e-06, 7.3185e-03, -1.2624e-03, -7.3559e-03, -7.0218e-04,\n", + " 1.2133e-02, 5.2247e-03, 7.1147e-04, -1.1045e-03, -1.0163e-02,\n", + " 1.6899e-03, -6.4589e-03, 4.5035e-03, -8.3532e-04, -1.3693e-02,\n", + " -6.7875e-04, -1.4988e-03, -5.6895e-03, -4.9859e-04, -5.1949e-03,\n", + " -5.2369e-03, 2.4274e-04, -1.3338e-03, 6.7811e-03, 4.1668e-03,\n", + " 6.2696e-03, 1.1148e-02, -9.6457e-03, 1.2593e-02, -9.0818e-04,\n", + " -6.4721e-03, -4.5739e-04, 7.4203e-03, 6.2956e-03, -3.1220e-03,\n", + " 3.9140e-03, 1.2706e-02, -6.6556e-03, 2.3061e-03, -6.5851e-03,\n", + " 3.6104e-03, -8.9584e-03, -2.0235e-03, -1.1585e-03, 7.3765e-03,\n", + " -1.9621e-03, 8.3438e-03, -3.7611e-03, 7.8270e-03, -3.1439e-03,\n", + " 3.2501e-05, 7.7944e-03, 7.3723e-03, 3.7257e-04, 1.3025e-03,\n", + " -5.0248e-03, 1.2767e-02, 6.4775e-04, 3.0374e-03, 2.4107e-03,\n", + " 6.6254e-04, -1.6845e-03, -9.3327e-03, -3.7502e-03, 1.4687e-03,\n", + " 4.7891e-03, -4.0374e-04, -2.3680e-03, -2.5337e-03, 1.6769e-02,\n", + " 6.1376e-03, -5.8544e-03, -3.0495e-03, 1.0262e-02, 1.2358e-03,\n", + " 5.9900e-04, 2.1606e-03, -4.6924e-03, 1.2841e-03, 8.3675e-03,\n", + " -3.1137e-03, -4.2472e-03, -5.3760e-03, 8.4747e-03, -3.6133e-04,\n", + " -8.0652e-03, -2.4218e-03, 2.0553e-03, -4.0989e-03, -2.7732e-03,\n", + " -1.7795e-03, -3.0304e-03, -1.2412e-02, 7.3258e-03, -9.0168e-03,\n", + " 2.6175e-04, 3.2975e-03, -3.3541e-03, -7.1123e-03, -4.3704e-03,\n", + " 1.6353e-03, -4.8155e-03, 5.7381e-03, 1.3486e-03, 1.9242e-03,\n", + " 2.8553e-03, -1.3435e-03, 4.1447e-03, 8.5664e-03, -3.3285e-03,\n", + " -5.6373e-03, 3.7651e-03, 8.7291e-04, 9.6523e-03, 2.4397e-03,\n", + " -3.5199e-03, -4.2437e-03, -5.7500e-03, 3.3118e-03, -4.8787e-04,\n", + " 5.5366e-03, 1.5445e-04, -4.2360e-03, 8.2384e-03, 6.7028e-03,\n", + " -4.4803e-03, 3.9777e-03, 7.7531e-04, -4.2377e-03, 4.4656e-03,\n", + " -6.9703e-04, 5.9160e-03, 2.5390e-03, -5.2017e-03, -9.4360e-04,\n", + " -4.0294e-03, 1.3683e-03, -6.2375e-03, 3.9049e-03, -2.4717e-03,\n", + " -3.9250e-03, 6.6070e-03, -1.5868e-03, 2.5860e-03, 2.5959e-03,\n", + " -2.5748e-03, 4.7034e-03, 3.0377e-03, -9.9056e-03, -6.4792e-03,\n", + " 2.8331e-03, 6.7968e-03, -8.4656e-04, -2.7791e-03, -4.8440e-03,\n", + " 5.0385e-03, -1.3060e-03, -3.0454e-04, 1.9929e-03, -5.7856e-03,\n", + " -1.7757e-03, -2.9631e-03, 1.1093e-02, 4.0936e-03, 2.6135e-03,\n", + " -3.0115e-03, -1.4701e-03, 3.9772e-03, -9.1698e-03, 1.0290e-03,\n", + " -4.5145e-03, 1.8637e-03, 1.3076e-02, -3.0637e-03, 9.1629e-04,\n", + " -1.0319e-03, 7.4526e-03, 5.5684e-04, 1.4114e-02, -3.1485e-03,\n", + " 5.4861e-05, 7.7189e-03, 5.8066e-03, 1.1663e-03, -1.1941e-02,\n", + " 5.2102e-03, -2.1057e-02, 1.0827e-02, 3.1306e-03, 1.0640e-03,\n", + " 2.2251e-03, -5.2622e-03, 1.3634e-02, 2.5390e-03, -2.3443e-03,\n", + " -3.7504e-03, 3.1144e-03, -2.5482e-03, -3.2639e-03, 6.3506e-04,\n", + " -5.2913e-03, -6.2382e-03, 1.2539e-02, -6.3245e-03, -7.9098e-03,\n", + " -6.6960e-03, 1.9819e-02, 9.6758e-03, -4.0976e-03, 3.3031e-03,\n", + " 1.5807e-03, -4.6316e-04, -2.4124e-02, 7.6012e-03, -6.6087e-03,\n", + " 1.4942e-02, 4.3872e-03, -2.5019e-03, -5.9275e-03, -3.1618e-04,\n", + " 8.4589e-04, -3.0197e-03, -6.9097e-03, 2.9668e-03, 1.6689e-04,\n", + " -1.2891e-02, 5.6164e-03, -9.5172e-03, 2.3087e-03, 3.2720e-04,\n", + " -1.6914e-02, 1.1818e-03, -2.1898e-03, -6.3370e-03, 7.7774e-03,\n", + " 8.0652e-03, 4.5111e-03, -1.2571e-02, 1.3353e-04, -7.6691e-03,\n", + " -2.0226e-03, 6.9852e-03, 8.8881e-03, 1.3188e-03, -2.9915e-03,\n", + " 2.2818e-03, 7.7778e-04, 7.1906e-03, 4.8195e-03, -1.4466e-03,\n", + " -5.4210e-03, -3.4155e-03, -5.4726e-03, 7.0005e-03, 3.6501e-03,\n", + " -1.4743e-03, 4.3023e-03, 7.7081e-05, 6.1213e-03, -1.0957e-03,\n", + " -5.0410e-03, 8.6026e-03, -1.9473e-03, 4.1328e-03, -3.6619e-03,\n", + " 4.2601e-03, -2.4364e-04, 5.9566e-03, 1.0200e-02, -3.9990e-03,\n", + " 5.4388e-04, 2.3225e-03, 3.7459e-03, 5.5977e-03, -4.7886e-03,\n", + " -3.9621e-03, -5.4964e-03, -3.9628e-03, 4.2827e-03, -3.2566e-03,\n", + " 1.5054e-03, -1.0894e-03, 7.4682e-03, -1.0859e-03, 2.4069e-03,\n", + " 7.3260e-03, -2.8343e-03, 2.9442e-03, 2.4487e-03, -3.8532e-03,\n", + " 1.4515e-03, -4.2675e-03, 1.8276e-03, 6.2296e-03, -7.0243e-03,\n", + " 2.8384e-03, 1.7949e-03, -4.9913e-03, 5.4674e-03, 1.5858e-03,\n", + " -2.7833e-03, 2.0097e-03, -4.2470e-04, -6.1039e-04, 7.1432e-03,\n", + " 3.3823e-03, -7.2020e-03, 4.6793e-03, 1.1270e-02, 8.0252e-03,\n", + " -1.4247e-03, -6.0653e-03, -1.2493e-03, 1.6049e-03, -1.9654e-03,\n", + " 2.5375e-03, 4.2491e-03, 2.4943e-03, -3.2281e-03, 5.1710e-03,\n", + " 4.0816e-04, -3.2378e-04, -7.7038e-04, -1.9060e-03, -1.8283e-02,\n", + " 1.7526e-03, 5.3038e-03, 3.0338e-03, -5.9947e-03, -4.8969e-03,\n", + " 3.5227e-03, 2.5542e-04, -1.4685e-03, 4.5048e-03, 3.8025e-03,\n", + " -4.2944e-03, 8.1016e-03, -2.7421e-03, -3.5800e-03, 3.9776e-04,\n", + " -1.3870e-03, 4.7748e-03, 1.7043e-03, 3.2889e-03, 6.8928e-03,\n", + " 3.6414e-03, -3.4847e-03, -3.4538e-03, -4.5311e-03, 2.8151e-03,\n", + " 3.7045e-03, -1.6635e-03, -1.6178e-02, 1.2517e-03, -4.1803e-03,\n", + " -6.0054e-03, 3.1641e-03, 5.4233e-03, 3.9157e-03, 5.1750e-03,\n", + " 5.2185e-03, 6.2142e-03, -1.2196e-02, -4.8407e-03, 1.3436e-02,\n", + " 7.6290e-04, 1.0212e-03, -1.6260e-02, 1.1412e-02, -2.9017e-03,\n", + " 1.3299e-03, -7.9741e-03, 1.5542e-02, 1.3202e-02, 7.7930e-03,\n", + " 2.6094e-03, -4.9780e-03, -6.0236e-04, -5.4971e-03, 1.2049e-03,\n", + " -7.7591e-03, -2.9220e-03, 1.0948e-02, 1.2156e-02, 8.8086e-03,\n", + " 2.7358e-03, 4.4100e-03, 3.4410e-03, 8.7051e-03, -1.6376e-02,\n", + " -1.0408e-03, -6.3309e-03, -6.5444e-06, -3.6561e-03, -2.8637e-03,\n", + " 2.4621e-03, 4.8780e-03, -9.5517e-03, -1.8709e-03, -9.3360e-03,\n", + " -5.5626e-04, 1.2100e-02, -1.6965e-03, -4.5295e-03, 2.4009e-03,\n", + " 3.5705e-03, -2.4740e-04, 9.4846e-04, 1.7978e-02, 1.1255e-02,\n", + " -1.4110e-02, 9.3378e-03, 5.9406e-04, -1.0816e-03, -1.9153e-03,\n", + " -9.9570e-03, -6.4231e-03, 8.3287e-03, -5.2733e-03, -9.2165e-03,\n", + " -7.8980e-03, -5.1210e-03, -4.9115e-03, 3.6627e-03, 5.3480e-03,\n", + " -4.6405e-03, 1.0611e-02, -1.3988e-02, 1.3989e-02, 5.0791e-03,\n", + " 4.7481e-03, -1.4192e-02, 2.1132e-03, 5.6276e-03, 7.6014e-03,\n", + " -7.2236e-03, 6.4161e-03, -1.8278e-04, -8.9497e-04, -1.5053e-02,\n", + " -6.3033e-04, -1.0799e-02, -8.0744e-03, -1.6276e-04, -5.3081e-03,\n", + " -1.0770e-03, 7.9639e-03, 1.0000e-02, -9.9652e-03, 3.5813e-03,\n", + " -1.3652e-03, 1.1154e-03, 3.4591e-03, -1.9861e-03, -1.7278e-04,\n", + " -8.6864e-03, -1.3624e-02, 3.0985e-03, -8.8747e-03, 8.5841e-03,\n", + " 3.5464e-03, 1.0931e-02, -1.5238e-03, 1.9248e-03, -7.4327e-03,\n", + " 4.3876e-03, 3.7819e-03, 1.5111e-03, 6.6869e-03, 2.9391e-03,\n", + " 6.2208e-03, 3.2333e-02, 2.1137e-04, -2.5180e-03, -2.4149e-03,\n", + " -1.0009e-02, -9.5479e-03, 1.6218e-03, 1.0529e-02, 1.4993e-02,\n", + " -4.4120e-03, -1.0896e-03, 1.0645e-03, 1.8548e-03, -7.7204e-03,\n", + " -2.4908e-03, 8.1565e-03, 9.4199e-03, -7.4813e-03, -2.0265e-02,\n", + " -3.8370e-04, -6.3512e-04, -3.5159e-03, 4.5740e-03, 3.7967e-03,\n", + " -4.6607e-03, 1.4347e-03, -1.0851e-02, 1.0144e-02, 7.2111e-03,\n", + " 1.2161e-02, 6.5903e-03, -1.1021e-02, 3.9626e-03, 1.8723e-03,\n", + " -2.8675e-03, 3.4478e-03, 1.3836e-03, -2.3493e-02, -1.4485e-02,\n", + " -1.7388e-03, 1.3186e-03, -2.6020e-03, -9.3740e-03, 8.6373e-03,\n", + " -1.0377e-02, 8.4240e-03, 3.4755e-03, 8.0952e-03, -2.5862e-03,\n", + " -7.9496e-03, 9.6695e-03, -2.0219e-02, 2.0186e-03, -4.0384e-03,\n", + " -1.6687e-03, 6.1062e-03, 1.8790e-02, -5.7767e-03, 3.0407e-03,\n", + " -2.4765e-02, -4.4020e-03, -1.5588e-02, 4.6084e-03, 1.2905e-02,\n", + " 1.6700e-02, -3.4979e-04, 2.8949e-03, 6.3047e-03, 3.4338e-03,\n", + " -1.0748e-02, 5.4402e-03, -1.0429e-02, -2.9999e-03, -3.9143e-03,\n", + " 2.1626e-03, -1.2537e-02, -4.8363e-03, -6.4308e-04, 1.2598e-02,\n", + " 3.5841e-03, 3.4678e-03, -9.8889e-03, -3.6054e-03, -8.6473e-04,\n", + " -6.6963e-03, 4.7846e-03, -1.1669e-03, 1.2587e-02, -4.3402e-03,\n", + " -5.4709e-03, -6.8251e-03, -7.8695e-03, -1.2599e-03, -1.1643e-03,\n", + " 5.2548e-03, 6.2590e-03, 2.7680e-03, -1.6786e-03, 1.8554e-03,\n", + " -1.1359e-02, 1.3039e-03, -4.8453e-04, -3.8449e-03, -1.9607e-03,\n", + " 4.2294e-03, -1.5974e-03, -1.6444e-03, 3.5837e-03, 2.4326e-03,\n", + " 3.4737e-03, 2.6290e-04, 7.7000e-03, -3.4828e-03, 8.1388e-03,\n", + " -9.7263e-03, -4.7892e-03, -4.0172e-04, 7.5825e-03, -1.3446e-03,\n", + " 7.5464e-03, -1.4075e-03, -7.4817e-03, 2.8995e-03, -7.8101e-03,\n", + " -5.9170e-04, 2.2066e-03, 4.9729e-03, 7.4648e-03, -2.4316e-03,\n", + " 2.7751e-03, -1.0411e-02, 2.9722e-03, 1.2497e-03, 2.2138e-03,\n", + " 6.4543e-03, 2.6322e-03, 5.0640e-03, -4.4102e-03, -8.2334e-03,\n", + " -9.0673e-04, 2.1743e-04, 7.5699e-03, 2.3795e-03, -8.4622e-03,\n", + " 9.5279e-03, -2.1709e-03, -1.7924e-03, -7.7583e-03, -1.5809e-03,\n", + " -5.7801e-03, -8.4893e-03, -7.7946e-04, -2.3795e-03, 7.7800e-04,\n", + " -1.7315e-03, -1.4868e-03, 4.0505e-03, 1.4026e-03, 4.0124e-03,\n", + " -1.4545e-02, 7.0829e-03, -6.0565e-03, -2.3267e-03, 7.4206e-03,\n", + " 2.8154e-03, -2.2772e-03, -8.9652e-03, 7.9110e-04, -6.2045e-03,\n", + " -1.6368e-03, -4.4610e-03, 7.6555e-03, -4.4458e-03, -4.9349e-03,\n", + " 9.2547e-03, -3.1462e-03, 5.9065e-03, -3.1377e-03, 2.5414e-03,\n", + " 2.1657e-03, 2.1611e-03, -7.8510e-03, 1.2627e-02, 3.6479e-03,\n", + " 5.7595e-04, -4.5245e-03, 4.8133e-03, -9.7969e-04, 7.2643e-03,\n", + " 2.6739e-03, 6.4362e-03, 6.5354e-03, 3.7420e-03, 4.4758e-03,\n", + " -1.5490e-03, 4.5458e-03, 2.2494e-03, 3.5938e-03, -1.0137e-02,\n", + " -5.3340e-03, 1.0491e-02, 3.2842e-03, -1.1330e-02, 6.4576e-03,\n", + " -7.0191e-03, 5.3850e-03, -4.3149e-03, 5.3758e-03, -3.5054e-03,\n", + " 6.7394e-03, 3.2263e-04, -8.4865e-03, 6.4615e-03, 5.3898e-04,\n", + " 5.9353e-03, 1.2575e-03, -3.1138e-03, 6.9690e-04, 9.3829e-03,\n", + " 7.8740e-03, 1.4360e-03, 5.6550e-03, 9.8997e-03, -5.3634e-03,\n", + " 6.8690e-03, 7.9267e-03, 1.8343e-03, 4.4525e-03, 8.5435e-03,\n", + " -1.0509e-02, -8.7481e-03, -8.5376e-03, 4.9372e-03, 4.4196e-04,\n", + " -6.9548e-04, -4.4598e-03, 4.7291e-03, 8.8131e-03, -3.1288e-03,\n", + " 9.5505e-04, -6.1635e-03, 4.1042e-04, 5.0446e-03, 2.8490e-03,\n", + " -1.1715e-02, 5.7349e-04, 4.3664e-03, -9.7794e-03, -2.5288e-03,\n", + " -7.7175e-04, -4.1753e-03, 1.3881e-03, 2.0221e-03, -1.1649e-02,\n", + " 2.8649e-03, 8.3072e-03, -2.5590e-03, -4.0360e-03, -1.3669e-02,\n", + " 3.5502e-03, 1.0669e-03, -6.0694e-04, -1.4526e-02, -8.3033e-03,\n", + " -3.4418e-03, -1.1725e-02, -1.2696e-02, 1.1830e-02, -2.3799e-03,\n", + " 4.6389e-03, -6.4471e-03, 3.8907e-04], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.2299e-02, -2.6367e-02, 6.0447e-03, 2.2283e-03, 4.9795e-02,\n", + " -2.6057e-02, -4.1140e-02, 7.3834e-03, 3.7393e-03, 4.1572e-03,\n", + " -7.2408e-03, 1.7293e-02, -9.9946e-03, -2.4248e-02, -1.0810e-02,\n", + " -5.4682e-03, 1.5715e-02, -3.3484e-02, -4.0313e-02, -2.1808e-02,\n", + " -2.2321e-03, -4.2111e-02, -8.2884e-02, 2.2820e-02, -6.0114e-02,\n", + " -1.2119e-02, -2.1905e-02, -1.7609e-02, -4.6987e-03, -7.8206e-03,\n", + " -5.8907e-03, -1.1677e-02, 2.4826e-02, -3.2271e-02, 2.8491e-02,\n", + " -3.4578e-02, 1.9115e-02, -2.2898e-02, 3.8614e-02, -1.2430e-02,\n", + " 5.8304e-02, -3.3160e-02, 3.4545e-02, 1.7082e-02, -1.8707e-03,\n", + " -2.3045e-02, -2.1621e-02, 1.6515e-02, -3.5190e-02, 5.5340e-02,\n", + " -2.0109e-02, 4.5303e-02, 2.2088e-02, -4.6221e-02, 4.4516e-02,\n", + " -1.7678e-03, -1.6376e-02, 1.1652e-02, 3.1227e-02, 4.8573e-02,\n", + " 3.7540e-03, -1.9776e-02, -2.0442e-02, 2.9682e-02, 3.0170e-02,\n", + " -6.3252e-02, -3.3656e-04, -1.0758e-03, -2.4733e-02, -3.6214e-02,\n", + " 2.0490e-02, 6.1019e-02, 9.2092e-03, -1.0230e-02, 2.0029e-02,\n", + " 1.4732e-02, -1.4377e-02, 7.3691e-03, 7.9386e-03, 7.0808e-03,\n", + " -6.7272e-03, -1.3726e-02, 1.7939e-02, 3.5181e-02, -1.3306e-03,\n", + " -2.7951e-03, -1.0222e-02, 4.5112e-02, 1.9769e-02, 2.6334e-02,\n", + " 1.3393e-02, 1.2038e-03, -1.0152e-02, -1.1008e-02, -1.1050e-02,\n", + " 2.9037e-02, 5.4345e-03, 9.1334e-03, -6.0438e-02, 5.3236e-03,\n", + " -4.1544e-02, 3.3784e-02, -2.0124e-02, 2.3379e-02, -4.8836e-03,\n", + " 2.7771e-02, 8.5119e-03, -2.6334e-02, 1.9451e-02, -1.9259e-02,\n", + " -1.4547e-02, -1.5886e-02, -2.0019e-02, -1.4513e-02, 2.0345e-02,\n", + " -1.0771e-03, -7.3814e-03, -7.6110e-03, -1.4858e-02, 1.3192e-02,\n", + " 3.1926e-03, 9.7025e-03, 2.0772e-02, 2.0624e-02, -2.1204e-02,\n", + " 2.0259e-02, 2.3221e-02, -1.3380e-02, 5.2961e-03, -4.5727e-02,\n", + " -3.2335e-02, 1.2752e-02, -2.1655e-02, 8.4878e-03, -1.0461e-02,\n", + " -8.1323e-03, -2.2254e-03, 2.3296e-02, -3.1245e-02, -1.5255e-02,\n", + " -1.3938e-03, -2.1520e-03, 2.5842e-02, 7.0877e-03, -2.5437e-02,\n", + " 1.9478e-02, 2.1854e-02, 2.1544e-02, 1.5807e-02, -2.7663e-02,\n", + " -7.8710e-03, -1.0028e-02, -1.9198e-02, -1.4362e-02, 1.0178e-02,\n", + " 2.2768e-02, 1.5823e-02, 9.4488e-03, 2.3018e-02, 2.4629e-02,\n", + " 1.2725e-03, -8.8380e-03, -3.3185e-03, 2.0701e-02, 1.6012e-02,\n", + " 4.0784e-02, -9.2876e-03, 1.8457e-02, 6.1047e-03, -2.6329e-02,\n", + " -3.0907e-02, -3.3820e-02, 2.7721e-02, 8.6545e-03, 3.4921e-02,\n", + " 2.4615e-02, -3.5041e-02, -3.6652e-02, -8.0920e-03, -4.0076e-03,\n", + " 1.1025e-02, 1.4719e-02, -1.0178e-02, -6.7462e-03, 6.1475e-03,\n", + " 1.0690e-02, 3.3948e-02, 4.0691e-03, 1.5484e-02, 1.4852e-02,\n", + " -4.8426e-02, -1.2340e-02, -3.9973e-02, -5.8563e-02, -5.6882e-04,\n", + " -2.8260e-02, -4.1899e-02, 4.3900e-02, -2.2101e-02, -5.5254e-02,\n", + " 2.7403e-02, -1.2817e-02, -6.1388e-02, 3.1872e-02, 1.9924e-02,\n", + " 1.1601e-01, -4.9726e-02, 1.6305e-02, 8.3564e-03, -8.9821e-02,\n", + " 3.2523e-02, 5.5320e-04, 6.9919e-03, -4.2199e-02, 5.1612e-02,\n", + " -6.2525e-02, 8.1582e-02, 7.6495e-02, -2.6047e-02, 1.1794e-02,\n", + " -1.0404e-01, -2.7543e-02, 1.1203e-02, 1.6688e-02, 6.5550e-03,\n", + " -7.1559e-02, -3.7918e-02, 3.8551e-02, -1.3580e-03, 1.0540e-01,\n", + " 5.0308e-02, 5.0287e-02, -1.7629e-01, -8.1310e-03, -8.8743e-02,\n", + " 2.5511e-03, 4.9779e-02, -5.7165e-03, -9.5855e-02, 5.7614e-02,\n", + " 5.0306e-03, 1.1981e-01, -1.1059e-01, -3.1255e-02, -3.6411e-02,\n", + " 5.1931e-02, 7.2463e-02, 1.0570e-02, -6.8177e-02, -6.1226e-03,\n", + " -5.7269e-02, -7.7891e-03, 9.8154e-03, -1.2198e-01, 1.5314e-02,\n", + " -3.7611e-02, -3.1364e-03, -3.5201e-02, -3.5163e-03, -1.3749e-02,\n", + " -1.3749e-02, 8.1568e-03, 5.4526e-03, 1.1254e-02, 1.9219e-02,\n", + " -1.9473e-02, 5.6050e-04, -2.3288e-02, -2.0189e-02, 4.6020e-03,\n", + " -3.5094e-02, 1.6741e-03, 1.8203e-02, 1.8319e-02, 3.8532e-02,\n", + " 4.7514e-02, -3.6065e-02, 3.4001e-02, 2.3714e-02, 1.3223e-02,\n", + " -3.5889e-02, -1.6353e-02, 1.4993e-02, 4.1764e-02, -9.2005e-03,\n", + " -3.2008e-03, -3.6946e-02, 3.1888e-03, 2.0773e-02, 2.4452e-02,\n", + " -1.3674e-02, 1.9615e-02, -3.4809e-02, 9.5632e-03, -1.3561e-02,\n", + " 3.9977e-02, 2.4728e-02, 2.9580e-02, -2.1571e-02, 6.2634e-03,\n", + " -1.5969e-02, -1.0577e-02, 2.2131e-02, 2.7542e-02, -1.2137e-02,\n", + " -2.9295e-02, 1.8271e-02, -4.6944e-03, 1.0230e-02, -2.9445e-03,\n", + " -3.8199e-02, -1.8466e-02, -2.4100e-03, 5.4344e-03, 3.4232e-03,\n", + " -8.1761e-03, -2.2172e-02, -3.5269e-02, -1.1428e-02, 5.6232e-02,\n", + " 4.9590e-02, 5.0683e-03, 4.1592e-03, -8.2871e-03, 3.3098e-03,\n", + " 7.8449e-03, -1.6449e-02, 1.7421e-02, 2.0385e-02, 2.4047e-02,\n", + " -1.7413e-02, 1.5921e-02, 1.8624e-02, 1.9648e-02, -1.3769e-02,\n", + " 9.9861e-03, -1.0944e-03, -1.6762e-02, -1.1414e-02, -1.5386e-02,\n", + " -1.4050e-02, 8.4930e-03, 1.6846e-03, 8.2454e-03, -2.8057e-04,\n", + " 1.1073e-02, -2.7322e-03, -2.1658e-02, -9.7672e-04, 2.0676e-02,\n", + " -9.0476e-03, -1.2272e-02, -1.6939e-02, 1.8321e-05, 5.2752e-02,\n", + " 1.6281e-02, 2.2557e-03, -4.6928e-03, -2.8436e-02, 2.1427e-02,\n", + " -1.8507e-02, -2.5014e-02, 4.9651e-03, -2.3305e-03, -4.3125e-02,\n", + " -8.9003e-03, -1.2526e-02, -2.4863e-03, -2.3802e-02, 1.2116e-02,\n", + " 3.8443e-03, 2.6368e-03, 3.0709e-02, 8.5294e-03, 1.0057e-02,\n", + " 2.2089e-04, -1.1063e-02, -4.5478e-03, 3.7331e-02, -2.5968e-02,\n", + " 2.4441e-02, -1.6876e-02, 6.4540e-03, 4.7686e-03, -1.1398e-02,\n", + " -5.1747e-03, -8.1591e-02, 2.9000e-02, 1.2851e-02, -1.3771e-02,\n", + " -6.8794e-02, 3.0193e-02, -3.7804e-03, 1.9550e-02, -2.5658e-02,\n", + " -9.3446e-03, -2.8750e-02, -3.0803e-02, 4.4550e-03, 3.7309e-02,\n", + " 2.2961e-02, 1.8816e-02, 5.6224e-02, 1.3746e-02, 4.4757e-02,\n", + " 2.5148e-04, -9.0258e-03, -1.5699e-02, 1.6904e-02, 6.5660e-02,\n", + " -8.8467e-04, 6.6148e-03, -1.4283e-03, -2.8584e-02, 3.7046e-02,\n", + " 3.5598e-02, 5.6849e-02, 2.2077e-03, 3.4387e-02, -4.3467e-02,\n", + " -4.4730e-02, 4.6105e-02, 6.6142e-02, 6.1135e-02, -6.0494e-03,\n", + " -3.5220e-02, 8.7637e-02, 2.0479e-02, 1.7422e-02, 4.5843e-03,\n", + " -2.5563e-02, -3.3276e-03, -1.2298e-02, 5.6015e-02, -2.1853e-02,\n", + " 4.4572e-02, -7.2469e-02, -8.2292e-03, 3.1514e-02, -1.7087e-02,\n", + " -1.6349e-02, -4.8072e-02, -1.2006e-02, 1.4473e-02, 5.1638e-02,\n", + " -7.7877e-02, -2.3963e-01, -3.1920e-02, -1.4294e-02, 4.1624e-02,\n", + " -2.2896e-02, -2.6133e-02, 7.2512e-03, 2.4202e-02, -3.6245e-02,\n", + " 2.2548e-02, 2.8968e-02, -4.5986e-02, 3.4617e-02, -9.8823e-03,\n", + " -1.9043e-02, 2.2954e-02, 7.6192e-02, 1.6216e-02, -1.8726e-02,\n", + " -1.4333e-02, 1.0262e-02, -2.0601e-02, 6.0842e-02, -8.2446e-03,\n", + " -7.1374e-02, -1.1112e-02, 1.9850e-02, 3.8210e-02, -4.3007e-02,\n", + " 1.8476e-02, -7.7458e-03, -9.5591e-03, 1.6103e-02, 4.8699e-02,\n", + " -7.6612e-02, -1.7848e-02, 2.1309e-02, 2.7335e-02, -5.1940e-02,\n", + " -2.8181e-03, -4.2079e-03, 4.7544e-02, 1.3033e-02, -1.6478e-02,\n", + " 1.0937e-02, -5.7132e-03, 3.8025e-02, -4.5309e-03, 1.9538e-02,\n", + " 4.0640e-02, 4.3414e-02, 2.8984e-03, 2.3042e-02, -2.1066e-02,\n", + " 1.9655e-02, 3.3952e-02, -5.4006e-03, 1.1982e-02, -1.2347e-02,\n", + " 4.9834e-02, 3.4514e-02, -1.2949e-02, -4.8296e-02, -7.7759e-03,\n", + " 1.6666e-02, -3.2815e-03, -1.6735e-02, 1.8327e-02, -6.0400e-04,\n", + " 3.4366e-02, -2.1058e-02, 5.3747e-02, 9.4805e-02, -3.0550e-03,\n", + " 6.0545e-03, -2.4723e-03, 1.9174e-02, -8.1860e-02, -6.5610e-03,\n", + " 3.5513e-02, -1.0977e-03, 2.6217e-02, 3.0029e-02, 6.7290e-03,\n", + " -1.6525e-02, -8.8000e-02, -1.5388e-01, 2.0500e-02, -1.2735e-02,\n", + " 1.9180e-02, 7.8665e-03, -6.7336e-03, 1.0310e-02, 2.9901e-02,\n", + " 2.3626e-02, -4.5601e-02, -1.4132e-02, 8.7256e-02, 1.8397e-02,\n", + " 7.0418e-03, -1.8900e-03, 1.1786e-01, -9.0956e-03, -2.5941e-02,\n", + " 3.8710e-02, -7.2845e-03, -2.0759e-03, -2.8251e-02, -6.1092e-03,\n", + " 1.9707e-02, 2.5508e-03, 2.3336e-02, -5.2097e-03, 2.2738e-02,\n", + " 1.8183e-02, 2.4673e-02, -9.7911e-03, 2.1014e-02, -1.0311e-02,\n", + " 3.5164e-02, -6.2241e-03, -1.4077e-01, 2.1790e-02, 4.2409e-03,\n", + " 1.4800e-02, 2.2960e-03, 2.0558e-02, 1.0431e-02, -1.2270e-02,\n", + " 4.3609e-02, 2.0709e-02, -6.9609e-02, -8.1132e-02, -8.4682e-02,\n", + " -2.9434e-02, -1.4355e-01, -1.5126e-02, 2.9518e-02, -1.1384e-01,\n", + " -1.6683e-02, -9.8539e-02, -2.2149e-02, 5.1461e-02, 5.8523e-02,\n", + " -1.5309e-01, -1.4919e-02, 3.5592e-03, -5.1674e-02, 4.2507e-02,\n", + " 9.7244e-02, 9.7473e-03, 2.8738e-02, -8.9230e-03, -9.8830e-02,\n", + " 7.7710e-03, 3.5607e-02, 8.0602e-02, 7.1595e-02, 2.9805e-02,\n", + " -4.4460e-02, 2.5833e-02, 2.6351e-02, 4.1435e-03, 2.5592e-01,\n", + " 3.1922e-02, -5.3518e-02, 3.4014e-02, -2.1606e-01, -6.1330e-02,\n", + " -5.0663e-02, -1.1274e-02, -4.2331e-03, -1.0860e-02, 4.3373e-02,\n", + " -8.3659e-02, -5.0398e-02, -2.0691e-02, -1.3180e-02, -2.6989e-02,\n", + " 6.2227e-02, 5.1282e-02, 7.7988e-02, -1.6864e-02, -6.7923e-02,\n", + " -7.8919e-02, -1.7750e-02, 2.7830e-02, 3.9274e-02, 2.2867e-02,\n", + " 2.1030e-02, -2.2316e-02, -4.6299e-03, -1.1694e-02, -3.2891e-02,\n", + " -2.8493e-02, 8.4015e-03, 2.3036e-02, -3.0386e-03, -4.8378e-02,\n", + " 9.9557e-03, 9.6439e-04, 5.3331e-02, -3.7254e-03, -2.2312e-02,\n", + " 4.0513e-03, -2.5879e-02, -9.1014e-03, -2.0190e-02, -1.2775e-02,\n", + " 1.9315e-02, 1.0687e-02, 1.5014e-02, 3.6512e-02, -1.1713e-02,\n", + " -5.2126e-02, -8.6976e-04, -1.0995e-02, -5.7366e-02, 2.6705e-02,\n", + " -4.5372e-03, 1.5001e-02, 3.8321e-02, -3.5469e-02, -1.6535e-02,\n", + " -6.0002e-02, 4.1784e-02, -6.3892e-03, 3.7532e-02, 1.6330e-02,\n", + " -3.4147e-02, -1.1365e-02, 2.4485e-02, 4.9513e-02, -1.5101e-02,\n", + " 3.4222e-02, -1.3525e-02, 1.0752e-02, -1.0896e-02, -4.4762e-02,\n", + " -3.6113e-02, 7.9229e-03, 5.5873e-02, -2.0338e-03, 2.5597e-02,\n", + " -5.1385e-02, 8.9843e-03, 6.2625e-02, -1.2141e-03, -2.1407e-02,\n", + " 2.7776e-03, -3.4962e-03, -2.0886e-02, -2.2423e-02, 9.7180e-03,\n", + " 6.3014e-03, -1.8907e-02, -1.0427e-02, 1.1548e-02, -8.8326e-04,\n", + " 1.3924e-03, -5.0359e-03, 2.1305e-02, -2.1989e-02, 2.1543e-02,\n", + " -2.3430e-03, -9.7738e-04, 1.7061e-02, -5.0949e-03, -1.4141e-02,\n", + " -3.0202e-03, 1.6349e-02, 1.5002e-02, -3.1997e-02, 1.3311e-02,\n", + " 1.2690e-01, -4.4591e-02, -3.4404e-03, 6.2991e-02, 4.5215e-03,\n", + " 1.5560e-02, 3.1768e-02, -1.5103e-02, -2.0088e-02, 1.6693e-02,\n", + " -1.3721e-02, -2.8177e-02, -9.0486e-03, 1.8221e-02, 3.9827e-02,\n", + " -5.5550e-02, 1.7972e-02, -1.0785e-02, -1.7799e-02, -2.9102e-03,\n", + " -7.6985e-03, -2.3899e-02, 1.0650e-02, -1.9104e-03, -1.5920e-02,\n", + " 2.2434e-02, 1.6145e-02, 1.9242e-02, -4.7098e-03, 1.7613e-02,\n", + " 9.6937e-03, -8.3046e-02, 1.3067e-02, -2.3601e-03, 2.8663e-02,\n", + " 1.4150e-02, -5.6467e-03, 9.9477e-03, -1.0502e-02, 5.4545e-03,\n", + " 1.1272e-02, -1.5929e-02, -2.7044e-02, -1.0705e-02, 1.9881e-02,\n", + " -1.0167e-02, -1.6105e-02, -1.9589e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.4578e-02, 5.0511e-02, -6.8908e-02, -9.6279e-03, 8.6479e-03,\n", + " -5.1858e-02, -3.5535e-02, -6.3147e-02, 2.5675e-02, -3.3494e-02,\n", + " 1.9736e-02, -1.8779e-02, 5.7686e-02, -4.9109e-02, -5.7644e-02,\n", + " -1.1658e-02, -2.9885e-02, 9.4720e-04, -6.5287e-02, 4.3729e-02,\n", + " -6.6305e-02, 1.0682e-02, -4.5261e-02, 1.1219e-02, 3.4694e-02,\n", + " -3.7734e-02, -1.1385e-01, -6.8868e-02, 1.8240e-01, -2.6260e-02,\n", + " -3.0932e-03, 3.0622e-02, -6.5912e-02, -7.9868e-03, 1.6600e-02,\n", + " 3.8526e-02, 2.8402e-02, 1.8586e-03, 1.9479e-02, 6.6594e-02,\n", + " -1.7092e-02, -1.3248e-02, 9.3206e-02, 1.0075e-02, 4.0507e-02,\n", + " -3.5256e-02, 2.5725e-02, -4.9262e-02, 6.7931e-02, 2.0545e-02,\n", + " 1.0578e-01, -7.0147e-04, -1.0848e-01, 5.9003e-02, 1.6285e-02,\n", + " -3.5881e-02, 5.5070e-02, -7.4909e-02, -5.5673e-02, 3.0501e-02,\n", + " -7.1883e-02, 6.4878e-02, -7.8643e-02, -3.2429e-02, 1.9860e-02,\n", + " -1.1668e-02, -3.9158e-02, 5.0506e-02, -3.9235e-02, 2.1725e-02,\n", + " 7.0619e-02, -2.0162e-02, -4.1833e-02, 1.1306e-01, -8.4074e-02,\n", + " 8.9877e-02, -6.3786e-02, -6.1886e-02, -2.8581e-02, -8.9214e-02,\n", + " -7.7227e-02, 1.4581e-02, -2.3004e-03, -3.1740e-02, 3.7133e-02,\n", + " 9.5641e-02, -8.5445e-02, 1.0434e-01, 1.5207e-02, -4.5802e-02,\n", + " 7.7261e-02, -2.9115e-02, -1.5408e-01, -2.1505e-02, -4.7861e-03,\n", + " 4.7817e-02, 5.6556e-03, -2.2699e-03, -4.3931e-02, -1.7476e-02,\n", + " 7.5618e-02, -4.1800e-02, 2.7486e-02, 7.7542e-02, 9.5427e-02,\n", + " -3.0486e-02, -1.1847e-01, 2.1911e-02, 4.1940e-02, 5.1217e-02,\n", + " -3.6692e-02, 1.1423e-02, -7.3405e-03, 4.1624e-02, 6.0775e-02,\n", + " -5.8090e-02, -3.6631e-02, -7.1071e-03, -5.3239e-02, 2.9959e-02,\n", + " -5.8497e-02, -5.7950e-02, 2.1623e-02, -1.1494e-01, -3.0187e-02,\n", + " 4.5352e-02, -1.5585e-02, -9.3303e-02, 3.1678e-03, -2.1818e-02,\n", + " 1.0442e-02, -1.1039e-01, -5.8945e-02, 2.9058e-02, -3.8107e-02,\n", + " -3.5145e-02, -2.2938e-02, -9.2678e-02, -2.7075e-02, 5.3416e-02,\n", + " 1.2700e-01, -1.4081e-02, -2.8807e-02, 2.4830e-02, -2.1511e-02,\n", + " 2.3583e-02, 6.0056e-02, 8.2511e-02, -7.0251e-02, -2.4983e-02,\n", + " 2.8887e-02, -2.5124e-02, 1.3311e-02, -2.0021e-02, 3.1304e-02,\n", + " -8.5807e-02, -5.7669e-02, 2.4945e-02, -1.6177e-02, -4.9407e-02,\n", + " -3.5859e-02, 1.6217e-02, 9.0022e-02, 2.2880e-02, 4.6763e-02,\n", + " 4.4419e-02, -6.0377e-02, -4.7926e-02, -1.2443e-01, 3.6229e-03,\n", + " 1.8132e-02, 6.6452e-02, 1.4037e-02, -1.6331e-02, -1.1329e-02,\n", + " 8.4571e-02, -4.4872e-02, -7.4273e-02, -3.4837e-02, 2.8140e-02,\n", + " 1.4246e-01, -2.9606e-02, -6.7629e-02, -1.7606e-02, -2.4591e-02,\n", + " 2.4645e-02, -8.9900e-02, -7.0505e-03, -6.9583e-03, 1.2739e-03,\n", + " 7.1222e-02, 1.7658e-02, -1.0881e-01, 1.6503e-02, 5.7598e-02,\n", + " -3.3600e-02, 2.9336e-02, -4.1844e-02, -3.1206e-02, -7.5020e-02,\n", + " 3.0974e-02, -9.4930e-02, -5.1098e-03, 7.0990e-02, 8.3939e-02,\n", + " 3.6935e-03, 2.7375e-02, -2.5401e-02, -5.8768e-02, 5.4717e-02,\n", + " 3.7554e-02, 1.2396e-01, -7.8662e-02, -1.2683e-02, -8.7514e-02,\n", + " 8.0383e-02, 3.2949e-02, 5.5452e-02, 2.6038e-02, 6.7109e-02,\n", + " 7.8567e-03, -4.8984e-02, -7.6618e-02, 6.6398e-02, 4.7900e-02,\n", + " -8.3999e-02, 2.8516e-02, 4.5123e-02, -2.7835e-02, 6.5076e-03,\n", + " 4.8228e-02, -4.1790e-03, -9.3680e-02, 3.6670e-02, -3.2465e-02,\n", + " 5.5496e-02, -4.6320e-02, -6.6367e-03, -3.2869e-02, 3.6526e-02,\n", + " -5.0594e-03, -5.8102e-02, 1.5682e-01, -1.0111e-01, 7.9125e-02,\n", + " 6.1713e-02, -5.3731e-02, -2.4562e-02, 7.7775e-03, -2.1732e-02,\n", + " 2.6613e-02, -1.6021e-01, 3.9763e-03, -7.7463e-02, -8.0879e-02,\n", + " 8.2168e-02, 4.6569e-02, 7.8040e-02, -3.3746e-02, -5.6778e-02,\n", + " -1.1840e-02, -7.3115e-02, 1.7688e-02, 3.5143e-02, -1.1684e-01,\n", + " 6.5141e-02, 6.4736e-02, -3.8686e-02, -5.7529e-02, -4.7193e-02,\n", + " -7.7642e-02, -1.7592e-02, -4.1758e-02, 9.3316e-03, -1.2701e-02,\n", + " -5.4243e-03, 3.3596e-02, 2.6004e-02, -2.5457e-02, -6.0741e-02,\n", + " 2.4781e-02, -7.5852e-02, -3.3704e-02, 1.4708e-01, 3.0936e-02,\n", + " 4.5588e-02, -9.2661e-02, 6.7290e-02, 3.7958e-02, -7.1119e-02,\n", + " -3.7467e-02, -7.3489e-02, 6.4114e-02, 3.0491e-03, 8.7380e-04,\n", + " -1.7012e-02, 4.6758e-02, -1.2593e-02, 4.0421e-03, -4.1298e-02,\n", + " -1.7619e-02, -7.4921e-03, 5.7175e-02, -6.2310e-03, -1.6212e-01,\n", + " 8.5179e-02, 4.7564e-02, -1.0077e-03, 6.4548e-01, -4.3875e-02,\n", + " 1.1579e-02, -3.6563e-02, -6.6649e-03, -5.3211e-02, -2.1227e-02,\n", + " -2.5636e-02, -3.7652e-02, -7.9245e-02, 9.9556e-02, -9.0043e-02,\n", + " 3.8389e-02, 4.2622e-03, 5.6319e-02, 4.1060e-02, -2.2288e-02,\n", + " 6.3179e-02, -1.4952e-01, -1.1860e-03, 1.7443e-02, -6.3258e-02,\n", + " 9.9497e-02, -5.0709e-02, 7.6648e-02, -8.4598e-02, 1.5326e-01,\n", + " 5.1550e-02, 8.7317e-02, -1.5878e-02, -8.2778e-02, -6.2912e-02,\n", + " -3.0271e-02, 3.0919e-02, -1.1277e-01, -2.4009e-02, -2.4440e-03,\n", + " -3.4408e-03, -3.2376e-02, -7.9006e-03, 3.3287e-02, -6.1146e-03,\n", + " 6.2806e-02, 3.9894e-02, -3.6993e-02, 2.7163e-02, -1.5087e-02,\n", + " 4.1039e-03, -1.4492e-02, 1.9741e-04, 7.0495e-02, -3.5320e-02,\n", + " -6.1017e-02, 1.1243e-02, -4.0216e-02, 4.2701e-02, -3.5735e-02,\n", + " 1.7713e-02, 6.8362e-02, -2.0039e-02, -5.8745e-02, 4.6663e-03,\n", + " 7.4593e-02, -3.8464e-02, 3.2271e-02, 2.4718e-02, 4.6618e-03,\n", + " -3.9111e-04, -4.8578e-03, 2.3779e-03, 7.5503e-02, -6.3449e-02,\n", + " -3.5555e-02, 2.2189e-01, 9.9143e-02, 7.7582e-02, -2.8714e-02,\n", + " 3.4316e-02, 8.5470e-02, 5.9932e-02, 7.9361e-02, 3.5441e-03,\n", + " 7.2703e-03, 4.9419e-04, -4.4187e-02, 7.3914e-02, 2.6357e-02,\n", + " -8.6495e-02, 1.3624e-01, 2.4265e-02, -1.5150e-02, 3.7040e-02,\n", + " -4.8415e-02, 5.8911e-02, -1.3657e-01, -3.9960e-02, -5.4069e-04,\n", + " 6.2952e-02, 2.6462e-02, -3.1714e-02, 7.8920e-03, 5.2236e-02,\n", + " 3.8680e-02, 3.2994e-02, 4.0667e-02, 6.7528e-05, -6.6856e-04,\n", + " 5.4397e-02, -7.8115e-02, -5.2359e-02, 4.3619e-02, 1.0659e-03,\n", + " -8.6306e-04, 5.5881e-02, -3.5918e-02, 1.1723e-01, -1.3541e-02,\n", + " 9.0333e-04, 8.4520e-03, 2.0957e-02, 4.1977e-02, -1.2166e-03,\n", + " -6.4597e-02, 2.3944e-02, 5.6483e-02, -1.1565e-01, 4.0474e-02,\n", + " 2.4641e-02, -5.3615e-02, 4.3786e-02, -2.7870e-02, -2.2432e-02,\n", + " -4.0537e-02, -2.0788e-03, -4.3421e-02, 2.3186e-03, 2.0491e-02,\n", + " 3.5279e-02, 3.3340e-02, 1.0701e-01, -8.4434e-03, 3.0521e-02,\n", + " -7.4863e-02, 1.3370e-02, -6.6574e-02, -1.2657e-02, 1.9653e-02,\n", + " -4.3188e-02, 4.3777e-02, 2.3486e-02, 6.2949e-02, -7.7528e-03,\n", + " -7.4373e-02, 7.4555e-02, 4.7409e-02, -6.5177e-02, -2.9883e-02,\n", + " -8.6657e-02, -1.0243e-01, -1.8153e-02, 2.6155e-02, 1.4144e-01,\n", + " 2.7440e-02, 6.9396e-02, -5.2212e-03, -4.2343e-02, 1.2134e-01,\n", + " 2.4320e-02, -9.4093e-03, 8.0996e-03, 4.7630e-04, -3.9164e-02,\n", + " 3.1741e-02, 1.0721e-01, 7.1610e-03, 3.7497e-02, 3.0498e-02,\n", + " -2.4046e-02, -5.5028e-02, 5.7012e-02, -3.7875e-02, -9.9769e-02,\n", + " 5.5580e-03, -4.1575e-02, 1.6190e-02, 1.4083e-03, 9.5304e-02,\n", + " -1.5768e-03, 1.1316e-01, -4.0348e-02, -1.0600e-01, 1.6626e-02,\n", + " 7.0695e-03, -4.7526e-02, 1.0149e-02, 8.3472e-02, 1.1190e-01,\n", + " -4.0908e-02, 4.6374e-02, 8.0253e-02, 1.1143e-01, -4.5841e-02,\n", + " 1.3492e-01, -5.7379e-02, 2.7314e-02, 1.5332e-02, 1.9288e-02,\n", + " -4.4661e-02, 5.0577e-02, 4.3391e-03, 4.6164e-02, 9.1339e-02,\n", + " -7.0876e-02, 1.4182e-02, 6.9297e-02, 2.5107e-02, 1.1028e-02,\n", + " 1.1613e-02, -2.3474e-02, 5.2265e-02, -8.3276e-02, -5.3834e-02,\n", + " 2.0681e-02, -4.4166e-02, -7.8381e-02, -1.0387e-01, 6.1494e-02,\n", + " -1.0916e-03, -1.0033e-01, -5.9673e-03, -1.2240e-01, 7.2777e-02,\n", + " -1.3664e-03, -2.1094e-02, 5.3261e-02, 3.9425e-02, 7.4221e-02,\n", + " -1.0072e-01, -5.2677e-03, 7.9972e-03, -1.0101e-01, 9.7247e-03,\n", + " 5.5794e-02, 5.6504e-03, 6.9240e-02, -1.9926e-02, 2.8815e-02,\n", + " 2.9216e-03, 3.9610e-02, -3.8277e-02, -6.3773e-04, 4.7707e-02,\n", + " 2.9635e-02, -1.7754e-02, -1.4412e-02, 2.1079e-02, -6.5434e-02,\n", + " 1.3963e-02, -3.9299e-02, -9.8476e-02, -3.1367e-02, 6.4941e-02,\n", + " 4.9521e-02, -3.4118e-02, -1.1359e-01, 6.3753e-02, 1.1327e-01,\n", + " 9.6434e-02, -2.0002e-02, 1.3592e-01, -5.7111e-02, 5.4583e-02,\n", + " 4.1030e-02, -3.1982e-02, -1.4250e-01, 2.9209e-03, 2.8458e-02,\n", + " -6.5953e-02, -8.2555e-02, 3.8716e-02, 4.6521e-02, -1.3202e-01,\n", + " -2.0601e-02, -3.0716e-02, -7.8835e-03, 1.1429e-01, 1.9816e-02,\n", + " -3.5246e-02, 4.1230e-03, -1.2560e-02, -2.3459e-02, 3.2273e-02,\n", + " -1.0036e-01, 2.8796e-02, -9.8177e-03, -3.3467e-02, -1.5711e-02,\n", + " -2.2253e-02, 5.2515e-02, 5.8488e-02, 2.6783e-02, -8.9727e-02,\n", + " 2.2690e-03, 3.5415e-02, 9.4395e-02, 1.0781e-01, 7.2728e-02,\n", + " 2.0170e-02, 6.9750e-02, 8.3771e-02, -2.3631e-02, 3.4260e-02,\n", + " -1.1197e-01, -1.6004e-02, 1.0702e-03, 1.0086e-02, 5.8172e-02,\n", + " -3.3162e-02, -7.7963e-02, 4.7717e-02, -8.1169e-02, 4.0368e-02,\n", + " -8.1358e-02, 5.6003e-02, -1.2977e-02, -2.1311e-02, -1.3564e-02,\n", + " 2.3265e-03, 4.1486e-02, -6.4469e-03, -7.5590e-02, -2.8563e-02,\n", + " -2.4962e-02, -2.4490e-02, 9.6827e-02, 5.2611e-02, -8.8839e-04,\n", + " 1.2166e-01, 1.0377e-02, 1.8699e-02, 3.7634e-02, -4.4151e-02,\n", + " 5.9885e-03, -4.9503e-02, 5.0008e-03, 7.5156e-03, -1.3069e-02,\n", + " 8.4939e-02, -1.4025e-02, 2.3019e-02, -2.3995e-02, 3.9396e-02,\n", + " -1.8565e-02, -6.2489e-02, -8.8125e-02, -2.5595e-03, -3.5875e-02,\n", + " -6.1910e-03, 4.1591e-02, 8.2742e-04, -7.3422e-02, -1.0874e-01,\n", + " -9.8309e-02, -7.3192e-02, 1.9531e-02, -3.2941e-02, -2.6022e-02,\n", + " 6.1804e-02, -6.8107e-02, -4.1176e-02, 4.6871e-02, -1.7228e-02,\n", + " 4.4314e-03, 4.1636e-02, -8.0972e-02, 2.5002e-02, -2.5467e-02,\n", + " -1.2325e-02, -2.2053e-02, -6.6179e-02, 7.7994e-03, 3.9427e-02,\n", + " 2.0380e-02, 4.1481e-02, 5.1393e-02, 2.2905e-02, 8.8838e-04,\n", + " -5.3705e-02, -1.8338e-03, -4.4247e-03, 2.4446e-02, -1.2022e-02,\n", + " -4.6568e-02, -8.5222e-03, 8.3215e-02, -3.6686e-04, -1.0893e-01,\n", + " -6.4653e-03, 8.3765e-02, 1.0889e-02, -5.4431e-02, -5.5643e-02,\n", + " 2.9851e-02, 3.9627e-02, 1.9525e-02, 7.9224e-02, 4.2602e-02,\n", + " -2.3108e-02, 1.1474e-01, -3.2830e-02, -3.6787e-02, -1.9404e-02,\n", + " -5.8872e-02, -4.3331e-02, -4.9852e-02, 9.2552e-02, -4.5496e-02,\n", + " 1.9915e-02, 8.1433e-02, 5.4503e-02, 4.1145e-02, 2.2515e-02,\n", + " -5.7644e-02, -3.6328e-02, 2.2937e-02, -4.2606e-02, -3.3826e-02,\n", + " 3.5877e-02, 3.2692e-02, -1.2586e-01, 3.9427e-02, -6.6019e-02,\n", + " 1.0822e-02, -3.5595e-02, 4.2867e-02, 8.3187e-02, -8.4326e-02,\n", + " -5.4280e-02, -8.8386e-02, -4.2226e-02, 2.4748e-02, -2.8106e-02,\n", + " -2.1720e-02, 1.6657e-03, 1.0468e-01, -6.3366e-02, -8.8841e-03,\n", + " 4.8828e-02, 9.8149e-02, -3.5133e-02, 4.3391e-02, 5.0050e-02,\n", + " -3.2300e-02, 2.3210e-02, -8.7485e-02, 6.4873e-03, 1.1352e-01,\n", + " -6.6110e-02, -6.1094e-02, -6.6483e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8510, 0.8257, 0.7928, 0.7660, 0.8913, 0.8281, 0.8445, 0.8589, 0.8335,\n", + " 0.8318, 0.7619, 0.7584, 0.7800, 0.7981, 0.8150, 0.8331, 0.8130, 0.7681,\n", + " 0.8971, 0.8065, 0.8500, 0.7828, 0.8105, 0.8420, 0.7675, 0.8296, 0.7695,\n", + " 0.8437, 0.7941, 0.7906, 0.8720, 0.7707, 0.8293, 0.8442, 0.8368, 0.8053,\n", + " 0.8500, 0.8071, 0.8720, 0.8020, 0.8177, 0.8587, 0.8598, 0.8547, 0.7876,\n", + " 0.7641, 0.8262, 0.8296, 0.8399, 0.8436, 0.8437, 0.8228, 0.8427, 0.7761,\n", + " 0.7994, 0.8011, 0.7898, 0.7825, 0.7900, 0.7748, 0.8243, 0.7830, 0.7415,\n", + " 0.8101, 0.8179, 0.8152, 0.8171, 0.8370, 0.8315, 0.8333, 0.8294, 0.8526,\n", + " 0.8107, 0.7847, 0.8414, 0.7678, 0.8014, 0.7884, 0.7709, 0.7842, 0.7995,\n", + " 0.8541, 0.8626, 0.7935, 0.7421, 0.7844, 0.8210, 0.8014, 0.8193, 0.8523,\n", + " 0.8044, 0.7955, 0.7774, 0.7874, 0.8264, 0.7873, 0.7921, 0.7779, 0.8087,\n", + " 0.8809, 0.8706, 0.8710, 0.8334, 0.8159, 0.7753, 0.7403, 0.7870, 0.8629,\n", + " 0.8031, 0.8052, 0.8132, 0.7908, 0.7825, 0.8076, 0.7931, 0.7665, 0.7964,\n", + " 0.8168, 0.8174, 0.7986, 0.7972, 0.7374, 0.7908, 1.5736, 0.7438, 0.8114,\n", + " 0.8175, 0.7729, 0.8241, 0.7774, 0.8176, 0.7696, 0.7618, 0.7936, 0.7794,\n", + " 0.8420, 0.8064, 0.7897, 0.8098, 0.7232, 0.8446, 0.8544, 0.8349, 0.9250,\n", + " 0.7950, 0.7515, 0.8202, 0.8211, 0.8191, 0.8058, 0.7866, 0.8170, 0.7736,\n", + " 0.8333, 0.8139, 0.7869, 0.7910, 0.7895, 0.8322, 0.7710, 0.8215, 0.8464,\n", + " 0.7851, 0.8645, 0.8320, 0.8428, 0.8414, 0.8195, 0.7995, 0.8295, 0.7840,\n", + " 0.8225, 0.7822, 0.7974, 0.8703, 0.7734, 0.7586, 0.7917, 0.7643, 0.7986,\n", + " 1.1452, 0.8621, 0.7994, 0.8423, 0.8737, 0.8176, 0.8991, 0.8092, 0.8371,\n", + " 0.8004, 0.8279, 0.8419, 0.8627, 0.7956, 0.8486, 0.8536, 0.8331, 0.7776,\n", + " 0.8259, 0.7628, 0.8196, 0.8029, 0.7470, 0.7574, 0.7778, 0.8815, 0.7860,\n", + " 0.7648, 0.8167, 0.7715, 0.7660, 0.8203, 0.7959, 0.8472, 0.7968, 0.7602,\n", + " 0.7818, 0.8744, 0.7962, 0.7917, 0.8197, 0.8365, 0.8365, 0.7572, 0.7966,\n", + " 1.2110, 0.8171, 0.7959, 0.8326, 0.8835, 0.8224, 0.8375, 0.8334, 0.8147,\n", + " 0.8302, 0.7990, 0.8172, 0.7980, 0.8131, 0.7872, 0.7525, 0.8322, 0.8247,\n", + " 0.8071, 0.7800, 0.7475, 0.7993, 0.8181, 0.7804, 0.7601, 0.8367, 0.8880,\n", + " 0.7911, 0.7993, 0.8491, 0.7950, 0.7475, 0.8268, 0.7655, 0.7931, 0.8672,\n", + " 0.7960, 0.8240, 0.7914, 0.8019, 0.8155, 0.8145, 0.7911, 0.7961, 0.8460,\n", + " 0.8038, 0.8091, 0.7963, 0.7739, 0.8235, 0.8404, 0.7353, 0.7868, 0.7713,\n", + " 0.8257, 0.7760, 0.8650, 0.8396, 0.7547, 0.8330, 0.7613, 0.8619, 0.8795,\n", + " 0.7843, 0.8174, 0.7860, 0.8342, 0.8418, 0.8442, 0.8352, 0.7675, 0.7637,\n", + " 0.7934, 0.8304, 0.8057, 0.8740, 0.8356, 0.8312, 0.7938, 0.9066, 0.8161,\n", + " 0.7882, 0.8436, 0.6058, 0.7900, 0.8079, 0.7783, 0.8306, 0.7776, 0.8318,\n", + " 0.7522, 0.8328, 0.7851, 0.8060, 0.7278, 0.7904, 0.8447, 0.7845, 0.8577,\n", + " 0.8094, 0.8080, 0.7544, 0.8361, 0.7872, 0.7987, 0.7649, 0.7356, 0.7803,\n", + " 0.8844, 0.8541, 0.7947, 0.8072, 0.8383, 0.8543, 0.7873, 0.7751, 0.9416,\n", + " 0.7676, 0.7911, 0.7594, 0.7603, 0.8573, 0.8636, 0.8009, 0.9210, 0.8014,\n", + " 0.8343, 0.8710, 0.7355, 0.8167, 0.8286, 0.8040, 0.7774, 0.7924, 0.7905,\n", + " 0.8173, 0.7930, 0.7894, 0.7766, 0.8055, 0.8762, 0.7797, 0.7965, 0.8487,\n", + " 0.7506, 0.8332, 0.7838, 0.8682, 0.8132, 0.9272, 0.8566, 0.8289, 0.8118,\n", + " 0.8008, 0.8701, 0.8313, 2.5250, 0.8217, 0.8654, 0.8540, 0.8199, 0.8196,\n", + " 0.8356, 0.8108, 0.8126, 0.7997, 0.7916, 0.8042, 0.7916, 0.8182, 0.8213,\n", + " 0.8095, 0.7978, 0.8538, 0.8172, 0.7845, 0.7694, 0.7891, 0.7885, 0.7536,\n", + " 0.7715, 0.8031, 0.8020, 0.8340, 0.8361, 0.8003, 0.8129, 0.8456, 0.8083,\n", + " 0.7897, 0.7797, 0.7836, 0.8082, 0.7998, 0.8000, 0.8122, 0.7390, 0.8369,\n", + " 0.8250, 0.7879, 0.7934, 0.7731, 0.7736, 0.7948, 0.7981, 0.8248, 0.8291,\n", + " 0.7916, 0.7704, 0.8154, 0.8876, 0.7966, 0.7762, 0.7982, 0.8266, 0.8194,\n", + " 0.8384, 0.8074, 0.7418, 0.8020, 0.9121, 0.8985, 0.8177, 0.8144, 0.7862,\n", + " 0.8073, 0.8366, 0.8987, 0.7970, 0.8768, 0.8282, 0.7598, 0.8120, 0.8513,\n", + " 0.8381, 0.8151, 0.7820, 0.8012, 0.8504, 0.8743, 0.7752, 0.8129, 0.8677,\n", + " 0.7503, 0.7722, 0.9080, 0.7513, 0.8448, 0.8314, 0.7648, 0.8037, 0.7693,\n", + " 0.8952, 0.8161, 0.8136, 0.8226, 0.7862, 0.7451, 0.8143, 0.8198, 0.8029,\n", + " 0.8108, 0.8793, 0.7652, 0.7910, 0.8355, 0.8227, 0.8080, 0.9047, 0.8200,\n", + " 0.7819, 0.7874, 0.7532, 0.9005, 0.8115, 0.8480, 0.8377, 0.7895, 0.8139,\n", + " 0.7743, 0.8517, 0.7912, 0.8046, 0.8307, 0.8291, 0.7865, 0.7627, 0.7951,\n", + " 0.8157, 0.7955, 0.8474, 0.8280, 0.7328, 0.8517, 0.7856, 0.8500, 0.7728,\n", + " 0.8499, 0.7929, 0.7896, 0.8106, 1.0271, 0.7854, 0.8490, 0.7472, 0.7939,\n", + " 0.7746, 0.8279, 0.7994, 0.8574, 0.8042, 0.8021, 0.7965, 0.7551, 0.9254,\n", + " 0.8000, 0.7857, 0.8344, 0.8255, 0.8428, 0.8358, 0.7970, 0.7681, 0.8200,\n", + " 0.7992, 0.8324, 0.7910, 0.8328, 0.8405, 0.8329, 0.8147, 0.8015, 0.8139,\n", + " 0.8428, 0.7922, 0.8250, 0.7718, 0.7867, 0.8736, 0.8075, 0.8417, 0.7727,\n", + " 0.8572, 0.7758, 0.8489, 0.7720, 0.8072, 0.8162, 0.7464, 0.8102, 0.7856,\n", + " 0.7961, 0.7762, 0.8932, 0.8287, 0.7932, 0.8443, 0.8429, 0.7838, 0.8267,\n", + " 0.8288, 0.9089, 0.8545, 0.8156, 0.8476, 0.8470, 0.8044, 0.8675, 0.7878,\n", + " 0.7617, 0.8100, 0.8019, 0.8035, 0.8220, 0.8211, 0.7597, 0.8634, 0.8445,\n", + " 0.8229, 0.8500, 0.7857, 0.8870, 0.7757, 0.8299, 0.7883, 0.7862, 0.7882,\n", + " 0.8250, 0.7542, 0.7470, 0.7905, 0.7932, 0.8666, 0.8015, 0.8408, 0.8210,\n", + " 0.8140, 0.8361, 0.7913, 0.8215, 0.8108, 0.8295, 0.8067, 0.7671, 0.8479,\n", + " 0.8202, 0.7591, 0.8208, 0.8396, 0.7866, 0.7910, 0.8478, 0.8291, 0.7592,\n", + " 0.8228, 0.8095, 0.8147, 0.7912, 0.7899, 0.8279, 0.8742, 0.7988, 0.8531,\n", + " 0.7806, 0.8327, 0.8789, 0.8030, 0.8163, 0.7886, 0.7544, 0.7862, 0.8216,\n", + " 0.8141, 0.8043, 0.8063, 0.8437, 0.8568, 0.8603, 0.8814, 0.8053, 0.7855,\n", + " 0.8483, 0.8329, 0.8150, 0.7926, 0.8178, 0.8195, 0.8148, 0.8055, 0.8319,\n", + " 0.8338, 0.8059, 0.7993, 0.8197, 0.8854, 0.8378, 0.8840, 0.8034, 0.8227,\n", + " 0.8283, 0.8310, 0.7845, 0.8204, 0.8798, 0.8211, 0.7838, 0.7893, 0.7812,\n", + " 0.8488, 0.8126, 0.8101, 0.8248, 0.7681, 0.7743, 0.7819, 0.9110, 0.8200,\n", + " 0.7569, 0.7792, 0.8366, 0.7883, 0.8131, 0.8047, 0.8415, 0.8265, 0.7610,\n", + " 0.7898, 0.8392, 0.7941, 0.7533, 0.8616, 0.8420, 0.7869, 0.8216, 0.8024,\n", + " 1.2443, 0.8168, 0.8529, 0.7907, 0.8274, 0.8539, 0.7878, 0.8237, 0.8074,\n", + " 0.8214, 0.7938, 0.8045, 0.8205, 0.9494, 0.8140, 0.7813, 0.8519, 0.8056,\n", + " 0.8402, 0.7720, 0.7907, 0.8242, 0.8478, 0.8229, 0.7814, 0.8257, 0.7962,\n", + " 0.8264, 0.8280, 0.8258, 0.8627, 0.8229, 0.7925, 0.8172, 0.8139, 0.7995,\n", + " 0.8773, 0.8333, 0.8293, 0.7715, 0.8145, 0.7740, 0.7940, 0.8213, 0.8117,\n", + " 0.7642, 0.7931, 0.8569], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.9634e-02, -6.3622e-02, 6.7667e-02, -9.8957e-02, 8.3189e-02,\n", + " 9.3695e-02, 1.6163e-01, 1.6849e-01, -1.2009e-01, -1.6283e-01,\n", + " 1.2824e-02, 1.3595e-02, -2.0002e-01, 6.5053e-02, 3.3547e-03,\n", + " 2.4297e-01, 2.0000e-01, 6.8249e-02, -8.8831e-02, -4.7633e-02,\n", + " 1.9888e-01, -2.2325e-02, -3.4413e-02, 9.2640e-02, 3.4294e-03,\n", + " 8.9293e-02, 6.9186e-02, -1.2650e-01, -9.4288e-02, -3.3893e-02,\n", + " 1.3517e-01, -4.3623e-04, 1.3734e-01, -1.4416e-01, -8.7846e-02,\n", + " 5.1723e-02, -1.6302e-01, -8.8349e-02, -4.6989e-02, -1.6174e-01,\n", + " -9.8409e-02, -1.7043e-01, -8.8724e-02, 8.7026e-02, 3.2200e-02,\n", + " -1.7585e-02, 1.5776e-01, 8.5899e-02, -3.0859e-02, -2.2616e-02,\n", + " -2.9177e-01, -3.1198e-02, 1.9825e-01, -7.7385e-02, 9.8072e-02,\n", + " 1.2666e-01, -5.6339e-02, -1.3905e-01, -1.5887e-01, -1.5905e-01,\n", + " -6.4038e-02, 8.5224e-02, -3.4700e-02, -1.0963e-01, 1.3282e-02,\n", + " 1.4645e-01, -3.2465e-02, 1.9734e-02, -1.8064e-01, -5.0230e-02,\n", + " -9.6340e-02, 6.3890e-02, -9.1495e-02, -6.3184e-02, 1.0972e-01,\n", + " -2.0805e-02, -1.2959e-01, 6.1818e-02, 4.8875e-02, 3.1672e-02,\n", + " -3.2338e-02, 9.3389e-02, -3.8628e-02, 8.0285e-02, -1.3373e-02,\n", + " -1.1157e-01, 6.8738e-02, -1.0489e-01, -1.8389e-01, 1.1481e-01,\n", + " -1.2556e-01, -1.4697e-01, 8.5729e-02, -8.7324e-02, 7.8940e-02,\n", + " -1.0211e-02, 8.6786e-02, -5.9400e-02, 5.5322e-02, -1.2584e-01,\n", + " -1.1083e-01, -8.0483e-02, 1.0781e-01, -7.5506e-02, -8.0584e-02,\n", + " 3.6466e-02, -8.5659e-02, -1.7817e-01, -1.0515e-01, 3.6775e-02,\n", + " -7.7444e-02, -1.4709e-02, -6.7841e-02, -1.7277e-01, -7.6749e-02,\n", + " 4.1880e-02, -3.5353e-02, -1.0811e-01, -7.8314e-02, -5.6127e-02,\n", + " -5.6506e-02, -7.9387e-02, 2.3372e-03, 1.0449e+00, 2.5767e-02,\n", + " -2.7539e-01, -3.5457e-02, 6.5390e-02, -1.1383e-01, 2.4931e-02,\n", + " -8.7080e-03, 2.5219e-02, -7.1286e-02, -7.8882e-02, -1.6375e-01,\n", + " -2.0500e-02, 2.7776e-02, -6.5971e-02, -7.1774e-02, -8.0701e-02,\n", + " -1.0329e-01, 6.0130e-03, -9.9378e-03, 1.0897e-01, 1.4376e-01,\n", + " -5.2824e-02, -8.3945e-02, -2.7456e-01, -1.0571e-01, 8.9165e-02,\n", + " -6.2144e-02, 1.1374e-01, -9.9546e-02, -5.9904e-02, -1.2443e-01,\n", + " 5.3822e-02, -1.3767e-02, 2.7864e-02, 2.8030e-02, -1.6972e-01,\n", + " -1.9637e-02, -1.0432e-01, -4.1808e-02, -1.2087e-02, 1.8580e-01,\n", + " 4.5931e-02, 7.6061e-02, 1.0496e-01, -1.2660e-01, -4.2139e-02,\n", + " -8.2277e-02, -1.4728e-01, -6.5631e-02, -8.0154e-02, -3.5748e-02,\n", + " 5.3958e-02, 9.5627e-02, -2.0282e-02, 4.9823e-02, 5.4665e-02,\n", + " -4.5130e-01, 1.0649e-01, -3.7907e-02, -4.4066e-02, 2.2208e-02,\n", + " -5.1547e-03, 2.8113e-01, -6.6522e-02, 9.2171e-02, 1.7494e-02,\n", + " -1.4836e-01, -3.4533e-03, 1.4114e-01, -1.4549e-01, 2.6293e-02,\n", + " -1.0252e-01, -9.1711e-02, -4.4933e-02, -1.8692e-02, -2.1993e-02,\n", + " 3.2264e-03, 1.3967e-02, -2.8481e-02, -1.4913e-01, -9.1051e-02,\n", + " 3.9888e-02, -4.8912e-02, -9.4883e-02, 1.3721e-02, 3.3163e-02,\n", + " -1.6499e-01, -3.9790e-02, -4.5493e-03, 1.1105e-01, -2.9148e-02,\n", + " -4.1659e-02, -2.0134e-01, -4.9231e-02, 1.1906e-01, -1.3337e-01,\n", + " 1.0928e-02, 1.5222e-01, -7.5770e-02, 5.1390e-02, -4.5789e-02,\n", + " 4.1191e-01, 5.1656e-02, -1.7002e-01, 9.6573e-02, -6.4475e-02,\n", + " -1.6274e-01, -7.3911e-02, 3.2534e-01, -1.3640e-01, -9.1051e-02,\n", + " -3.9113e-02, -5.1964e-02, -1.4728e-02, 9.5567e-02, -3.0453e-01,\n", + " 4.9397e-02, 7.7281e-02, -2.0980e-01, 1.3360e-01, -5.4493e-02,\n", + " -9.2164e-02, 6.1992e-02, 3.9270e-03, -1.0176e-01, -7.1568e-02,\n", + " -1.9041e-01, 1.4594e-01, -4.9409e-02, -1.0839e-01, 1.1297e-02,\n", + " -9.1030e-02, -6.3892e-02, -1.3601e-01, -4.7126e-02, 1.0431e-01,\n", + " 1.2021e-01, -7.2285e-03, -4.1923e-02, -3.0529e-02, -2.1581e-02,\n", + " -2.4533e-01, 4.8957e-03, -1.7248e-04, 3.1634e-02, 2.7645e-02,\n", + " -2.6671e-02, 5.8838e-02, -1.2700e-01, 4.0932e-02, -4.4434e-02,\n", + " -8.9510e-02, -8.4061e-05, -1.8936e-03, -7.6442e-02, -8.5867e-02,\n", + " 3.6410e-03, 1.0914e-01, -3.5020e-02, -1.0355e-01, -2.8205e-01,\n", + " -6.2289e-02, 1.5333e-01, -5.0480e-02, -3.2438e-02, -1.1360e-01,\n", + " -6.3252e-02, -4.3177e-03, -1.8378e-01, -2.8954e-02, 1.8174e-01,\n", + " 3.2420e-02, -7.2692e-02, 8.3667e-03, 1.1529e-01, -6.7861e-02,\n", + " -1.1008e-01, 1.2941e-01, -1.4846e-02, 7.2553e-02, 8.9079e-02,\n", + " -4.6507e-02, -1.0127e-01, -1.3501e-01, -1.0327e+00, -3.1622e-03,\n", + " -1.5172e-01, -1.0368e-01, 1.2802e-01, 7.5823e-02, -1.3481e-01,\n", + " 8.8376e-02, -4.8903e-02, -6.7820e-02, -5.3022e-02, -8.6679e-02,\n", + " -2.7180e-02, 1.6691e-01, 6.1938e-02, -2.7889e-01, -7.9135e-02,\n", + " -1.1899e-01, -1.4626e-02, 1.8332e-01, -2.5914e-02, -8.6856e-02,\n", + " 6.8072e-02, 7.8954e-02, 5.3224e-02, 1.7055e-01, -5.1558e-02,\n", + " -1.0577e-01, -1.4009e-01, -2.7469e-02, 4.7304e-03, -1.3622e-01,\n", + " 1.2525e-02, 1.0520e-01, 6.8147e-02, 5.0730e-02, -4.0849e-02,\n", + " -1.7330e-01, -1.3342e-02, -2.2979e-01, -9.0664e-02, -2.6308e-01,\n", + " -6.1537e-02, -1.0180e-01, 2.2991e-01, -7.1487e-02, -1.7504e-02,\n", + " -6.6763e-02, -1.0061e-01, 1.2692e-01, 2.4475e-02, 6.2756e-03,\n", + " -1.8025e-02, -2.1105e-01, 1.1078e-01, 1.7901e-02, 5.7091e-02,\n", + " 1.5526e-02, -1.0141e-01, 5.2689e-03, -1.6347e-01, -1.0707e-01,\n", + " -2.7559e-01, -5.2087e-02, -2.8723e-02, -2.0108e-01, -2.6397e-01,\n", + " -2.1626e-02, 1.1753e-01, -1.6254e-01, -2.1556e-01, 1.0447e-02,\n", + " -6.2737e-02, -1.4833e+00, -1.1046e-01, -1.7192e-01, 2.4766e-01,\n", + " -5.0067e-02, -9.2092e-02, 7.8533e-02, -5.4513e-02, -1.7551e-01,\n", + " -1.3987e-01, -8.4708e-03, 3.1370e-03, -1.7431e-01, -1.0219e-01,\n", + " -6.1529e-02, -1.8624e-01, -1.5332e-01, 1.7929e-01, -7.5322e-02,\n", + " -3.3790e-02, -1.2696e-01, 9.9250e-02, -9.6178e-02, -1.3553e-01,\n", + " -5.8228e-02, 2.9613e-02, -1.9149e-01, 8.2919e-02, -6.0430e-02,\n", + " -5.1517e-02, 7.5239e-03, -1.8235e-02, -8.7784e-02, -4.8428e-02,\n", + " 5.1432e-02, 2.6579e-02, -1.2016e-01, -9.3306e-03, -2.8217e-02,\n", + " -2.0247e-02, -7.8200e-02, 2.2541e-02, -1.4143e-01, -1.0894e-02,\n", + " 1.6573e-02, -1.0229e-01, -1.9638e-01, -1.4054e-01, 8.7213e-02,\n", + " -1.3702e-01, -1.5208e-01, -7.6166e-02, 9.1434e-02, -8.1207e-02,\n", + " 3.4009e-02, 4.7558e-02, -1.8234e-01, -3.5899e-02, -5.7347e-02,\n", + " 5.4107e-02, 1.4793e-02, 1.0430e-02, -1.7031e-01, -1.0464e-01,\n", + " -3.5042e-01, -1.9158e-01, 9.2418e-02, 3.7559e-02, -9.7405e-02,\n", + " 6.1124e-02, -1.1003e-01, 1.3475e-01, -1.1100e-01, 1.8244e-01,\n", + " 1.1706e-01, -4.4486e-02, 5.5285e-02, -3.4761e-01, -2.7539e-01,\n", + " -1.7336e-02, -1.7760e-01, 1.8534e-02, 1.2154e-01, 2.1128e-01,\n", + " -8.5735e-02, 1.3856e-01, -3.2358e-01, -3.3461e-03, -5.2334e-02,\n", + " 1.5147e-02, -6.4845e-02, -9.5687e-02, 1.0531e-01, -1.1930e-01,\n", + " -1.6826e-01, -6.2170e-02, 3.8616e-02, -1.6144e-01, -7.9383e-02,\n", + " -4.7872e-02, -6.3124e-02, -1.1797e-01, 9.5356e-02, -1.5895e-01,\n", + " -1.1327e-01, -4.9932e-02, 1.3097e-01, -2.3225e-02, -4.4876e-02,\n", + " -1.6668e-01, -1.0864e-01, 2.1689e-03, 1.7966e-02, -4.6334e-02,\n", + " -1.0440e-01, -1.7442e-01, -2.9528e-02, 1.8975e-02, 1.1198e-01,\n", + " 4.1941e-02, 1.1200e-01, -8.8794e-02, -1.4606e-01, -4.5993e-02,\n", + " -3.4797e-03, -1.5252e-01, 4.3101e-02, -2.1567e-01, -7.5942e-02,\n", + " -1.0493e-01, -6.9546e-02, -3.4403e-02, -9.2701e-02, -3.4303e-02,\n", + " 1.7153e-01, -2.0395e-02, -1.1249e-01, -1.9277e-01, 1.5488e-02,\n", + " -5.1233e-02, 6.1843e-02, 3.2551e-02, -8.7959e-02, -1.8635e-02,\n", + " -1.0520e-01, -1.0839e-01, -5.9517e-02, 1.5896e-02, 3.5751e-02,\n", + " 1.3413e-02, -3.1133e-02, -1.4934e-01, -9.0302e-03, 4.5739e-02,\n", + " -1.4792e-01, -2.0007e-02, -1.3493e-01, 1.0787e-02, -3.3816e-01,\n", + " 3.1175e-02, -4.6899e-02, 4.3312e-02, -6.6313e-02, -1.5312e-01,\n", + " -1.0540e-01, -9.8326e-02, -4.7153e-03, 1.3070e-01, 8.9454e-02,\n", + " -9.8902e-02, -9.2686e-02, 1.0269e-01, -2.8549e-02, 6.6661e-03,\n", + " -5.3918e-02, -7.3896e-02, 1.2809e-01, -1.2009e-02, -8.5162e-02,\n", + " -1.2883e-01, -8.3677e-02, 1.4764e-01, -1.0634e-01, -1.3061e-01,\n", + " 1.0886e-02, -1.9140e-02, 5.7075e-02, -5.2589e-02, 2.6397e-02,\n", + " -1.2699e-01, -4.0904e-03, 1.5376e-01, -2.3331e-02, -1.1140e-01,\n", + " 5.7679e-02, 3.1887e-02, -2.9850e-01, 2.0528e-02, -2.6509e-01,\n", + " -7.3115e-02, 5.6351e-02, 6.2625e-02, 2.8202e-02, -1.5173e-01,\n", + " -1.3854e-01, 1.9960e-01, -7.8035e-02, -1.3321e-01, -6.6651e-02,\n", + " -6.6570e-02, -1.0854e-01, 2.9537e-02, -6.8222e-02, -4.1412e-02,\n", + " 5.0937e-02, -1.3486e-01, -3.0162e-02, 2.1738e-02, 6.1227e-02,\n", + " -1.3544e-04, -5.1528e-02, -1.2112e-01, 1.0918e-01, 5.4059e-02,\n", + " 1.4152e-01, -2.2390e-02, 1.9856e-02, -2.0093e-01, 7.6524e-03,\n", + " 5.3075e-02, -1.1348e-01, -5.5725e-02, 2.0508e-02, -3.6909e-02,\n", + " -1.3771e-01, -1.8553e-01, -4.8380e-02, -1.0147e-01, -1.7881e-01,\n", + " 1.9155e-01, -1.5777e-02, 4.4207e-02, -2.8531e-02, 3.4955e-03,\n", + " 6.8470e-02, 1.5250e-01, -6.3887e-02, 1.6214e-02, 1.7061e-02,\n", + " 1.2607e-01, -5.5609e-03, 1.2198e-01, 2.5293e-01, -3.7000e-02,\n", + " 1.1397e-02, 1.0501e-01, 3.7040e-02, 1.0137e-01, -1.6220e-02,\n", + " -1.1710e-01, 2.0133e-01, -1.5687e-01, -2.4239e-01, -4.3420e-02,\n", + " -3.1539e-01, 8.1076e-03, 2.2814e-01, 7.4322e-02, 1.9125e-01,\n", + " 1.0501e-01, 7.0834e-02, 1.4475e-01, 8.2203e-02, -6.9037e-02,\n", + " -1.0078e-01, 8.2504e-02, 1.0292e-01, -9.9707e-03, -1.0356e-01,\n", + " 2.0269e-02, -8.9988e-02, 9.3030e-02, -7.7161e-02, -9.7605e-03,\n", + " 1.4462e-02, -3.4608e-02, 2.0389e-01, 1.3810e-01, 1.7598e-01,\n", + " 1.2853e-01, -5.7037e-02, -1.6307e-01, -6.9622e-02, 1.8726e-01,\n", + " -9.3597e-02, 7.7707e-02, 2.6425e-02, -3.1967e-02, -6.2175e-02,\n", + " 2.8677e-02, -8.3913e-02, 7.2417e-02, -6.8797e-02, -3.4197e-02,\n", + " -4.2399e-02, 3.0505e-02, 1.4990e-01, -1.6313e-01, -3.1918e-02,\n", + " -8.8834e-02, -9.3050e-02, -5.1629e-02, 9.4387e-05, 4.2220e-02,\n", + " -2.3819e-02, -2.0130e-01, -6.7952e-02, -6.0981e-02, 6.2493e-02,\n", + " 1.7185e-01, -8.5870e-03, -1.0499e-01, -7.3440e-03, 1.7131e-01,\n", + " 3.7926e-02, 2.7036e-01, 7.5689e-02, -1.9814e-02, 3.0447e-02,\n", + " -9.0346e-02, 7.0207e-02, 5.3655e-02, 4.0548e-02, -9.5520e-02,\n", + " -1.1084e-02, -2.1027e-01, 2.4161e-02, 4.7274e-02, -4.2653e-02,\n", + " -6.7483e-01, -1.2850e-02, -9.2719e-02, 5.6161e-02, 9.8158e-02,\n", + " -1.5418e-01, -8.3470e-02, -1.3492e-01, -8.9307e-02, -6.8725e-02,\n", + " 4.8085e-02, 1.1932e-02, -8.5937e-02, 7.0960e-02, 2.3639e-01,\n", + " -6.3271e-02, -1.0931e-01, 2.1265e-01, -1.1311e-01, 5.1169e-02,\n", + " -3.5789e-02, -2.7773e-02, -2.3312e-01, -1.4190e-01, 4.1386e-02,\n", + " 7.7668e-02, 1.8668e-02, -2.0945e-01, 6.8989e-02, 7.8100e-02,\n", + " -8.4330e-02, -8.3940e-02, -7.9275e-02, 1.5135e-01, -1.6493e-01,\n", + " -4.6172e-02, -2.9566e-01, 6.8822e-02, -8.8592e-02, -1.5561e-01,\n", + " 6.2503e-02, -1.3773e-01, 5.5092e-02, -1.6108e-01, -1.6780e-01,\n", + " -5.0354e-02, -7.1745e-02, -6.7072e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1082, -0.0017, -0.0896, ..., -0.0263, -0.0708, -0.0997],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-8.7552e-02, -1.9101e-02, -2.9883e-02, -8.1504e-02, 9.8980e-02,\n", + " 5.9764e-02, 7.0469e-02, 6.3483e-02, -5.0608e-02, -6.9417e-02,\n", + " 2.0236e-02, 4.9168e-02, -5.7219e-02, 1.2250e-01, -1.7906e-02,\n", + " 1.4715e-01, 1.7219e-01, 2.1932e-02, 4.7961e-03, -2.1743e-02,\n", + " 6.5337e-02, 1.5524e-02, 4.8866e-02, 2.4456e-02, -3.7374e-02,\n", + " 5.5888e-02, 9.7395e-02, 5.0426e-02, -1.0072e-01, 3.8435e-02,\n", + " 8.8411e-02, -3.3628e-02, 6.0645e-02, -1.0744e-01, -7.4975e-02,\n", + " 2.6858e-02, -8.6133e-02, -2.6558e-02, -7.0204e-02, -3.9223e-02,\n", + " -1.5491e-02, -1.1075e-01, 1.9014e-02, 1.0081e-01, 6.8838e-02,\n", + " 1.5397e-02, 1.4781e-02, 2.6420e-02, -2.1303e-02, 4.2291e-03,\n", + " -1.4659e-01, 7.6633e-02, 1.2531e-01, 2.2555e-02, 1.2799e-01,\n", + " 9.7054e-02, 1.4199e-02, -2.5208e-02, -5.2480e-02, -1.5332e-01,\n", + " 2.9439e-02, 6.6671e-02, 7.7241e-02, -1.1008e-01, 4.2143e-02,\n", + " 8.1816e-02, -8.6334e-02, 8.0345e-02, -8.2716e-02, -6.8623e-02,\n", + " 1.4669e-02, 5.3713e-02, 4.5828e-03, -5.0369e-02, 1.0560e-02,\n", + " -1.1561e-01, -5.1248e-02, 1.2057e-01, 7.7503e-02, 8.8792e-02,\n", + " 5.3211e-03, 7.5784e-03, 6.2266e-03, 1.0384e-01, -3.4989e-02,\n", + " -1.6219e-01, -6.1267e-02, -3.6482e-03, -6.5597e-02, 9.7629e-02,\n", + " -1.2195e-01, -4.4889e-02, 1.0313e-01, 5.4797e-03, 3.3794e-02,\n", + " -1.1611e-02, 1.1351e-01, -2.3649e-02, 6.6286e-02, -9.9045e-02,\n", + " 5.5303e-02, -3.9737e-02, 6.1537e-02, -4.0833e-02, -8.6907e-02,\n", + " 6.6727e-02, -2.6189e-02, -8.0558e-02, -3.3461e-02, -4.3184e-02,\n", + " -3.9677e-02, 1.5538e-01, -2.5149e-02, -5.2311e-02, -1.6817e-02,\n", + " 7.4012e-02, -1.7712e-02, 5.4394e-02, -2.4889e-02, -3.9993e-03,\n", + " 2.4664e-02, 9.0225e-02, -1.0348e-02, 3.4622e-01, -9.4902e-03,\n", + " -6.2517e-02, -2.2002e-02, 6.9746e-02, -9.6318e-02, -8.6096e-03,\n", + " -2.6965e-03, 6.8363e-02, -2.4802e-02, -1.5015e-02, -7.2702e-02,\n", + " -5.5987e-02, 3.7600e-02, 1.6591e-02, 9.1095e-03, 6.1895e-02,\n", + " -6.5435e-02, 1.6176e-02, -3.7755e-02, 5.1033e-02, 1.5009e-01,\n", + " -2.4141e-02, 5.9902e-03, -1.7313e-01, -1.1148e-01, 5.6002e-02,\n", + " -1.2592e-01, 5.2785e-03, -9.1512e-02, 2.4099e-02, -8.7852e-02,\n", + " 6.0496e-02, 3.2715e-02, 6.1635e-02, -6.3099e-02, -3.8216e-02,\n", + " 2.9694e-02, -2.8703e-02, 4.4855e-02, -4.2044e-02, 1.0165e-01,\n", + " 8.9768e-02, 2.7094e-02, 9.6900e-02, -5.8014e-02, 3.7607e-02,\n", + " -2.3233e-02, -1.3521e-02, -9.0145e-03, -6.2598e-02, -6.0940e-02,\n", + " -8.2780e-02, 5.0186e-02, 2.4054e-02, 1.2223e-01, 5.3364e-02,\n", + " -6.3819e-01, 6.2707e-02, -3.3669e-03, -4.2087e-02, 2.3676e-02,\n", + " -2.5632e-02, 1.3470e-01, -1.1527e-02, 6.4680e-02, 1.5122e-02,\n", + " -6.1214e-02, 5.9024e-02, 6.8468e-02, -7.7565e-02, 6.8911e-02,\n", + " -1.0017e-02, -9.0518e-02, 4.3546e-02, 4.4535e-03, -1.7598e-03,\n", + " -6.2536e-02, -4.9217e-02, 4.0797e-02, -9.4278e-02, -7.4907e-02,\n", + " 1.1984e-01, -4.2156e-02, 4.6366e-02, -1.9191e-03, 1.1976e-01,\n", + " -1.2034e-01, -4.5352e-02, 4.6730e-02, 1.6635e-01, 4.0956e-02,\n", + " -8.6741e-03, -8.1010e-02, -5.4985e-02, 3.5872e-02, -1.2873e-01,\n", + " 6.9693e-02, 4.7547e-02, -7.7888e-02, 6.0655e-02, -1.5256e-02,\n", + " 1.3536e-01, 7.8470e-02, -5.3165e-02, 9.4824e-05, -1.7653e-02,\n", + " -1.0447e-01, 1.1193e-02, 6.3987e-02, -7.1466e-02, -3.6802e-02,\n", + " 5.2816e-03, 2.6962e-02, 1.9735e-02, 7.9609e-02, -8.0390e-02,\n", + " 1.2347e-01, 6.7812e-02, -3.1846e-02, 1.1534e-01, -2.6287e-02,\n", + " -5.9748e-02, 1.0363e-02, -2.5639e-02, -4.0211e-02, -1.1744e-02,\n", + " -1.5721e-01, 4.3972e-03, 3.0167e-02, -9.7805e-03, 5.6758e-02,\n", + " -9.3214e-02, 6.9306e-03, -4.4406e-02, 8.5561e-02, 1.1771e-01,\n", + " 6.9305e-02, 4.3670e-02, -3.6307e-02, 1.9562e-03, -8.3519e-03,\n", + " -9.0759e-02, 3.0296e-02, -7.7617e-02, 7.8057e-02, 6.1967e-02,\n", + " 1.0569e-01, 1.4329e-01, -5.7834e-02, 6.0752e-02, -1.4316e-02,\n", + " -4.2428e-02, 4.6467e-02, -1.7290e-02, -4.2118e-02, -4.1163e-02,\n", + " -2.2674e-02, 1.2416e-01, -6.1690e-02, -1.2397e-02, -1.3567e-01,\n", + " -1.0550e-01, 8.9255e-02, -7.9626e-02, -5.2635e-02, -4.7508e-03,\n", + " -4.7494e-02, 5.1953e-02, -8.8919e-02, -1.0175e-01, 1.0324e-01,\n", + " 3.6963e-02, -4.2933e-03, -4.7262e-02, 2.0356e-02, -2.3087e-02,\n", + " -5.9691e-02, 5.1103e-02, 6.3223e-04, 7.3352e-02, 6.9537e-02,\n", + " -4.8742e-02, 2.5387e-02, -5.6810e-02, -6.1066e-01, -4.4211e-02,\n", + " -8.0503e-02, -6.0467e-02, 7.0444e-02, 6.9231e-02, 1.0150e-02,\n", + " -2.6286e-02, -7.8187e-02, 1.2135e-02, -6.2621e-03, 3.2202e-02,\n", + " -9.3170e-03, 7.1725e-02, 7.2442e-02, -1.4227e-01, 1.8552e-02,\n", + " -7.8338e-02, 1.0542e-02, 1.1239e-01, 5.2885e-02, 3.8779e-02,\n", + " -1.0015e-01, 1.2903e-02, -1.8343e-03, 3.9987e-02, -6.7529e-02,\n", + " -2.5000e-03, -4.7019e-02, -3.9251e-02, -4.1427e-02, -6.3993e-02,\n", + " 8.6111e-02, 9.2680e-02, 4.1254e-02, 2.9180e-02, -9.1338e-03,\n", + " -6.2895e-02, 2.6644e-03, -8.6475e-02, 1.6118e-02, -1.2145e-01,\n", + " -8.3768e-02, -4.5096e-02, 1.2818e-01, -5.7325e-02, -1.4708e-02,\n", + " -4.9054e-02, -9.2094e-02, 8.5005e-02, 2.7500e-02, 2.4341e-02,\n", + " 8.2859e-02, -9.8056e-02, 1.0937e-01, 3.2294e-02, 4.2069e-02,\n", + " 1.0627e-01, -1.2262e-01, 3.5071e-02, -4.8184e-02, -3.3970e-02,\n", + " -1.4408e-01, 7.2304e-03, -1.8278e-02, -6.9799e-02, -8.7174e-02,\n", + " -4.4147e-02, -1.9730e-02, -4.3730e-02, -1.6056e-01, 1.7131e-02,\n", + " 3.1927e-02, -2.9129e-01, -1.3208e-04, -8.6744e-02, 1.0072e-01,\n", + " -9.7853e-02, -5.3415e-02, 1.0111e-03, -5.5046e-02, -5.0510e-02,\n", + " -2.0119e-02, 1.0338e-01, 3.3506e-02, -5.2398e-02, -5.2287e-02,\n", + " 1.7510e-02, -9.9062e-02, -5.0860e-02, 1.0784e-01, -9.4566e-03,\n", + " -4.0615e-02, -1.1739e-01, 8.4467e-02, 4.2408e-03, -7.0628e-02,\n", + " 1.5794e-02, -8.7676e-02, -6.4637e-02, 3.0169e-02, -4.5232e-02,\n", + " -4.5618e-02, 3.8786e-02, -6.4020e-02, -3.1999e-03, -4.4916e-02,\n", + " 3.0444e-02, 5.7500e-02, -3.8595e-02, -2.4118e-02, -1.5788e-02,\n", + " 1.9027e-02, -5.1826e-02, 6.0551e-02, -1.3605e-01, 3.3981e-02,\n", + " 1.0574e-01, 1.5876e-02, -1.1774e-01, 4.7213e-03, 1.0500e-01,\n", + " -1.0522e-01, -6.5394e-02, -4.6684e-03, 1.1568e-01, -2.9537e-02,\n", + " 1.9302e-02, 8.0413e-02, -4.7058e-02, -3.3123e-02, -2.8264e-02,\n", + " 1.2967e-01, 3.9024e-02, 6.2766e-03, -8.3924e-02, -2.0221e-02,\n", + " -1.0369e-01, -5.6690e-02, 6.1575e-02, -3.5458e-02, -2.4787e-02,\n", + " 4.7428e-02, -4.3019e-02, 6.3370e-02, -1.2462e-02, 8.3076e-02,\n", + " -1.3625e-02, 9.2603e-03, 4.2029e-03, -1.8970e-01, -1.6745e-02,\n", + " -2.1018e-02, -1.1468e-01, -3.5212e-02, 1.1852e-01, 8.4228e-02,\n", + " 5.1111e-03, 1.1418e-01, -1.5040e-01, 6.2058e-02, -3.2656e-02,\n", + " 1.8308e-02, -2.1581e-02, -3.2736e-02, 7.3150e-02, -6.4752e-02,\n", + " -9.4181e-02, -4.8331e-02, 6.4193e-03, -6.7217e-02, -1.8256e-02,\n", + " 3.1565e-05, -4.0711e-02, -1.1345e-01, 3.9847e-02, -4.3403e-02,\n", + " -8.2811e-04, -1.5399e-02, 9.3750e-02, -8.5563e-03, 1.3749e-02,\n", + " -4.4913e-02, 4.7170e-02, 4.2243e-02, 4.4624e-02, -2.9499e-02,\n", + " -8.8034e-03, -2.2389e-02, 3.9218e-02, -2.6770e-02, -4.7181e-02,\n", + " 3.1094e-02, 6.1592e-02, -9.8796e-02, -9.6118e-02, -4.7970e-02,\n", + " 5.7782e-02, -9.1554e-02, 9.4851e-02, -1.2530e-01, -3.6643e-03,\n", + " -4.5754e-02, -8.6513e-02, -2.7181e-02, -4.1280e-02, 4.2433e-02,\n", + " 1.3953e-01, -2.1563e-02, -3.9561e-03, -8.6442e-02, 3.1682e-02,\n", + " -1.7148e-02, 5.3783e-02, 2.4924e-03, -7.1851e-02, -4.1573e-02,\n", + " -2.9374e-02, 2.6773e-02, -4.9041e-02, 2.4384e-02, -1.5951e-04,\n", + " 5.3462e-02, 9.5581e-03, -4.2903e-02, 5.2717e-02, 1.1375e-02,\n", + " -6.6682e-02, 5.7971e-02, -1.4347e-02, 6.3449e-02, -2.0303e-01,\n", + " 2.6150e-02, 4.1828e-02, -7.0530e-03, -1.1210e-02, -3.0129e-02,\n", + " -7.7546e-02, 4.1267e-02, 9.3949e-02, 6.9542e-02, 2.3388e-02,\n", + " 1.7832e-02, 1.6107e-02, 3.9901e-03, 1.2365e-01, 2.4412e-02,\n", + " -4.0933e-02, 3.1260e-02, 2.4695e-02, -1.8128e-02, -6.2454e-02,\n", + " 6.7982e-03, 6.7770e-02, 5.1695e-02, -5.8211e-02, -1.2121e-01,\n", + " 3.5418e-02, -4.1471e-02, 1.3869e-01, 7.7779e-02, 2.8041e-02,\n", + " -7.1986e-02, 2.6992e-02, 1.4375e-01, -6.9353e-02, 2.0755e-02,\n", + " -1.3017e-02, 2.4441e-02, -1.5003e-01, 1.0360e-01, -1.2508e-01,\n", + " -4.2380e-02, 9.7494e-03, 1.0667e-01, 1.7276e-01, -2.7205e-02,\n", + " -5.9563e-02, 5.6052e-02, -9.3633e-02, -9.9569e-02, 2.8048e-02,\n", + " -2.3351e-02, -8.9287e-02, 2.0996e-02, -6.4035e-02, 9.4746e-03,\n", + " 7.0486e-02, -9.0936e-02, -1.2638e-02, -2.5624e-04, 1.2731e-01,\n", + " -7.6902e-03, 6.8181e-04, -8.9530e-02, 8.1624e-02, 1.0716e-01,\n", + " 8.8180e-02, 3.3903e-02, 4.8081e-02, -7.4646e-02, 2.5266e-02,\n", + " 1.1099e-01, -1.2067e-02, 7.8247e-02, 5.0167e-02, 9.4191e-02,\n", + " -1.2335e-01, -5.1383e-02, -3.9435e-02, 3.2673e-02, -5.8408e-02,\n", + " 1.1142e-01, -4.1838e-02, -2.9445e-02, 9.4614e-03, 5.3572e-02,\n", + " 1.4995e-02, 9.3793e-02, -1.8687e-03, 5.4938e-02, 1.5869e-02,\n", + " 1.2725e-01, 3.5434e-02, 1.2855e-01, 8.4082e-02, -8.6476e-03,\n", + " 7.8199e-02, 7.4972e-02, 1.1008e-01, 1.1953e-01, 4.1692e-03,\n", + " -7.4996e-02, 9.5510e-02, -1.0597e-01, -6.3848e-02, -1.2091e-02,\n", + " -1.0671e-01, 2.2532e-02, 1.2704e-01, 4.6429e-02, 9.3594e-02,\n", + " 7.9082e-02, 7.3825e-02, 4.2154e-02, 1.5092e-01, -3.8896e-02,\n", + " -3.8002e-02, 1.1316e-01, 6.6065e-02, 9.3564e-02, -4.6570e-02,\n", + " 7.6666e-02, -2.3078e-02, 5.8144e-02, -4.0367e-02, 9.0807e-02,\n", + " 1.4236e-02, -1.3126e-02, 4.3617e-02, 9.0530e-02, 1.5598e-01,\n", + " 1.9056e-01, -2.4029e-02, -5.2486e-02, -6.4968e-02, 1.6059e-01,\n", + " -3.9003e-02, 6.0146e-02, 3.2064e-02, -6.1824e-02, -4.3470e-02,\n", + " 1.6267e-02, -7.3185e-02, 1.4688e-01, -6.1569e-02, 3.5383e-02,\n", + " 1.5175e-02, -1.1097e-02, 7.9761e-02, -2.5666e-02, -1.8623e-02,\n", + " -5.2326e-02, -1.2878e-01, 2.3762e-02, 2.8581e-02, 1.0265e-01,\n", + " -9.5077e-03, -1.1973e-01, -4.7809e-02, 1.9155e-02, -6.8521e-02,\n", + " 1.4069e-01, 5.0390e-02, -6.8261e-02, 8.0132e-02, 1.0216e-01,\n", + " 1.2100e-02, 8.4435e-02, 7.3140e-02, 3.1655e-03, 6.0415e-02,\n", + " -1.2637e-01, 3.2786e-02, -2.2860e-02, 2.8518e-02, -2.1612e-02,\n", + " 9.4717e-03, -1.0841e-01, 3.2258e-02, 5.6320e-02, 1.5290e-02,\n", + " -5.5774e-01, 2.8587e-02, -1.8576e-02, -1.3262e-02, 4.4602e-02,\n", + " -6.2596e-02, -1.1419e-02, -1.2759e-01, -1.0925e-02, -3.6998e-02,\n", + " 2.8758e-02, 5.6271e-02, -4.1738e-02, -1.2156e-02, 1.6054e-01,\n", + " -1.8478e-02, -4.9370e-03, 1.4750e-01, -1.0961e-01, 2.0658e-02,\n", + " -5.6119e-02, 4.6679e-02, -9.2555e-02, -6.0768e-02, 7.0134e-02,\n", + " 3.5825e-02, 7.8854e-03, -2.3229e-02, 1.4131e-02, 1.1417e-01,\n", + " -9.1527e-02, -4.8586e-02, -3.8156e-02, 8.4667e-02, -7.0317e-02,\n", + " -8.5190e-02, -1.5605e-01, 8.2730e-02, 5.1901e-02, -2.9160e-02,\n", + " 3.1027e-02, -4.4396e-02, 1.3495e-01, -1.4035e-02, -5.6577e-02,\n", + " 3.4225e-02, 2.1248e-02, 4.5314e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8251, 0.8348, 0.7794, 0.8126, 0.7828, 0.8165, 0.7776, 0.7747, 0.8210,\n", + " 0.7964, 0.7777, 0.7842, 0.7933, 0.8016, 0.8251, 0.7820, 0.7734, 0.7917,\n", + " 0.8153, 0.8294, 0.7857, 0.7943, 0.8350, 0.8044, 0.8106, 0.7977, 0.7718,\n", + " 0.8028, 0.7701, 0.8530, 0.8197, 0.7987, 0.8022, 0.7990, 0.8531, 0.8301,\n", + " 0.7703, 0.8147, 0.7926, 0.7936, 0.8294, 0.8227, 0.7952, 0.8105, 0.8121,\n", + " 0.7895, 0.8224, 0.8203, 0.8467, 0.8441, 0.7715, 0.8163, 0.8154, 0.7807,\n", + " 0.7886, 0.7995, 0.8315, 0.7771, 0.8254, 0.8022, 0.8009, 0.7931, 0.8045,\n", + " 0.7798, 0.8309, 0.8031, 0.8369, 0.8285, 0.8119, 0.8138, 0.8305, 0.8246,\n", + " 0.8315, 0.7902, 0.8092, 0.7675, 0.7957, 0.7714, 0.8129, 0.8209, 0.8283,\n", + " 0.8230, 0.8065, 0.8160, 0.7973, 0.8186, 0.7803, 0.8248, 0.8407, 0.7930,\n", + " 0.8030, 0.8242, 0.7747, 0.7540, 0.8093, 0.8211, 0.7576, 0.8064, 0.8067,\n", + " 0.8141, 0.8427, 0.8502, 0.7863, 0.8153, 0.7770, 0.7758, 0.8113, 0.8116,\n", + " 0.8187, 0.7715, 0.8011, 0.7986, 0.8053, 0.8180, 0.8365, 0.8390, 0.8062,\n", + " 0.8318, 0.7999, 0.8233, 0.7957, 0.7907, 0.8353, 0.1663, 0.8098, 0.7777,\n", + " 0.7882, 0.7617, 0.8072, 0.8148, 0.8258, 0.8303, 0.7876, 0.8151, 0.7999,\n", + " 0.8330, 0.8135, 0.7883, 0.8148, 0.7804, 0.8275, 0.8257, 0.8150, 0.7447,\n", + " 0.7917, 0.8153, 0.8149, 0.7527, 0.8124, 0.7785, 0.7845, 0.7735, 0.7998,\n", + " 0.8182, 0.8317, 0.7964, 0.8098, 0.7814, 0.8062, 0.7777, 0.8044, 0.7984,\n", + " 0.8277, 0.8313, 0.7588, 0.8208, 0.7930, 0.7996, 0.7547, 0.8110, 0.8197,\n", + " 0.8066, 0.8038, 0.8155, 0.8202, 0.8340, 0.7884, 0.8155, 0.8113, 0.7976,\n", + " 0.1416, 0.8115, 0.8415, 0.8499, 0.8355, 0.8290, 0.7574, 0.8101, 0.7923,\n", + " 0.8234, 0.8126, 0.8331, 0.7698, 0.7824, 0.7892, 0.8021, 0.8207, 0.8018,\n", + " 0.8180, 0.8023, 0.8192, 0.8107, 0.8279, 0.7781, 0.7852, 0.6966, 0.8377,\n", + " 0.8110, 0.8203, 0.7936, 0.7912, 0.8254, 0.8101, 0.7749, 0.8121, 0.7943,\n", + " 0.7995, 0.7963, 0.7826, 0.8149, 0.8187, 0.7952, 0.8192, 0.7814, 0.8082,\n", + " 0.3372, 0.8132, 0.7895, 0.8107, 0.7660, 0.7589, 0.8285, 0.8014, 0.8318,\n", + " 0.8236, 0.7872, 0.7850, 0.8034, 0.7982, 0.7600, 0.8229, 0.8231, 0.7998,\n", + " 0.7718, 0.8273, 0.7904, 0.8195, 0.8088, 0.7735, 0.8079, 0.8067, 0.8565,\n", + " 0.8043, 0.8117, 0.8019, 0.8084, 0.8137, 0.7587, 0.8066, 0.7961, 0.8284,\n", + " 0.8194, 0.8553, 0.8281, 0.7880, 0.7507, 0.7752, 0.8030, 0.7949, 0.8124,\n", + " 0.8038, 0.8077, 0.8146, 0.8063, 0.8237, 0.8176, 0.7756, 0.8122, 0.8022,\n", + " 0.7971, 0.7880, 0.7773, 0.8359, 0.7711, 0.7809, 0.8221, 0.7846, 0.8284,\n", + " 0.8062, 0.8281, 0.7902, 0.7822, 0.8118, 0.7755, 0.7783, 0.7924, 0.8119,\n", + " 0.8184, 0.7972, 0.8094, 0.8189, 0.7841, 0.8178, 0.8380, 0.8079, 0.8106,\n", + " 0.8015, 0.8089, 1.4368, 0.8324, 0.7814, 0.7687, 0.7665, 0.8197, 0.8279,\n", + " 0.7889, 0.7996, 0.8173, 0.8145, 0.8092, 0.8309, 0.7942, 0.8039, 0.7998,\n", + " 0.8222, 0.8200, 0.8132, 0.7628, 0.8252, 0.8232, 0.7979, 0.7718, 0.8213,\n", + " 0.8053, 0.7994, 0.8032, 0.7628, 0.8216, 0.8292, 0.7952, 0.8085, 0.8388,\n", + " 0.8063, 0.8085, 0.8071, 0.7865, 0.8005, 0.7313, 0.8029, 0.7600, 0.8055,\n", + " 0.8069, 0.7975, 0.7985, 0.8311, 0.7962, 0.7773, 0.7786, 0.7927, 0.8052,\n", + " 0.7948, 0.7855, 0.8078, 0.8031, 0.8176, 0.7887, 0.7931, 0.8140, 0.8100,\n", + " 0.8133, 0.7698, 0.7932, 0.8300, 0.7928, 0.7503, 0.8270, 0.8106, 0.8048,\n", + " 0.7845, 0.8155, 0.8155, 0.2536, 0.8103, 0.7783, 0.7538, 0.8259, 0.8319,\n", + " 0.8387, 0.8335, 0.7858, 0.8124, 0.8057, 0.8129, 0.7896, 0.8417, 0.8427,\n", + " 0.7926, 0.8139, 0.8051, 0.8048, 0.7916, 0.7862, 0.7843, 0.8062, 0.8166,\n", + " 0.7787, 0.8195, 0.8162, 0.7995, 0.8251, 0.8179, 0.7671, 0.8214, 0.8367,\n", + " 0.8063, 0.8083, 0.8073, 0.7929, 0.8413, 0.7784, 0.8074, 0.8027, 0.7906,\n", + " 0.7903, 0.8173, 0.8231, 0.8217, 0.8307, 0.8203, 0.7904, 0.7832, 0.7669,\n", + " 0.8237, 0.7877, 0.8320, 0.8314, 0.7896, 0.8090, 0.8206, 0.8156, 0.7982,\n", + " 0.8292, 0.7918, 0.7818, 0.8250, 0.7518, 0.7979, 0.8007, 0.8207, 0.7739,\n", + " 0.8172, 0.8052, 0.8029, 0.7933, 0.8297, 0.8332, 0.7969, 0.8215, 0.7459,\n", + " 0.7839, 0.8077, 0.7897, 0.8376, 0.8132, 0.7691, 0.8116, 0.7727, 0.7511,\n", + " 0.8192, 0.8161, 0.8058, 0.8114, 0.8242, 0.8138, 0.7840, 0.7908, 0.8491,\n", + " 0.8326, 0.7811, 0.8120, 0.8192, 0.8116, 0.8013, 0.8118, 0.8114, 0.8063,\n", + " 0.8085, 0.7608, 0.8015, 0.8005, 0.8123, 0.8252, 0.8310, 0.7786, 0.8160,\n", + " 0.8289, 0.8081, 0.8032, 0.7974, 0.8163, 0.7769, 0.7992, 0.7744, 0.7747,\n", + " 0.8085, 0.8226, 0.8117, 0.7959, 0.8174, 0.8196, 0.7900, 0.8211, 0.8295,\n", + " 0.8148, 0.7874, 0.8066, 0.8196, 0.7752, 0.8119, 0.7833, 0.8285, 0.8109,\n", + " 0.8055, 0.8034, 0.8000, 0.8093, 0.3332, 0.8061, 0.8162, 0.7930, 0.8070,\n", + " 0.8315, 0.8332, 0.8237, 0.7884, 0.7710, 0.8421, 0.8047, 0.7888, 0.8172,\n", + " 0.8012, 0.7979, 0.8478, 0.8192, 0.8070, 0.7819, 0.7937, 0.8314, 0.7808,\n", + " 0.8165, 0.8397, 0.7882, 0.7909, 0.8080, 0.8026, 0.8206, 0.8128, 0.7738,\n", + " 0.8048, 0.8282, 0.8260, 0.8000, 0.8183, 0.8027, 0.8006, 0.8062, 0.8043,\n", + " 0.7940, 0.8297, 0.8014, 0.7936, 0.8204, 0.7846, 0.7910, 0.7954, 0.8107,\n", + " 0.8333, 0.7498, 0.7903, 0.7935, 0.7991, 0.8034, 0.8218, 0.8086, 0.8293,\n", + " 0.7960, 0.7717, 0.8300, 0.7787, 0.8352, 0.8340, 0.8228, 0.8190, 0.8202,\n", + " 0.8161, 0.7932, 0.7973, 0.8293, 0.8166, 0.8183, 0.8218, 0.8302, 0.8113,\n", + " 0.7656, 0.8109, 0.7740, 0.8187, 0.8191, 0.7948, 0.8216, 0.8025, 0.7904,\n", + " 0.8239, 0.8056, 0.7725, 0.8176, 0.7805, 0.8300, 0.8249, 0.7939, 0.7410,\n", + " 0.7963, 0.8527, 0.8381, 0.8244, 0.8064, 0.7934, 0.7839, 0.8046, 0.8128,\n", + " 0.7808, 0.8215, 0.7960, 0.7845, 0.8408, 0.7729, 0.7967, 0.8378, 0.7826,\n", + " 0.7836, 0.7964, 0.7529, 0.7975, 0.7618, 0.8192, 0.7779, 0.7923, 0.7806,\n", + " 0.7817, 0.7693, 0.8327, 0.8074, 0.7919, 0.8352, 0.7803, 0.8068, 0.7745,\n", + " 0.7950, 0.8178, 0.8105, 0.8176, 0.8124, 0.8136, 0.8095, 0.8352, 0.7797,\n", + " 0.8233, 0.7475, 0.7883, 0.7931, 0.7495, 0.8081, 0.8022, 0.7882, 0.8159,\n", + " 0.7981, 0.7914, 0.8121, 0.8196, 0.8087, 0.8475, 0.8177, 0.7951, 0.8115,\n", + " 0.8258, 0.8063, 0.7977, 0.8071, 0.7969, 0.8173, 0.8449, 0.7921, 0.8083,\n", + " 0.8310, 0.8090, 0.8157, 0.7836, 0.7831, 0.7968, 0.7787, 0.8153, 0.8320,\n", + " 0.7884, 0.8291, 0.7977, 0.7856, 0.7711, 0.7059, 0.8316, 0.8299, 0.7995,\n", + " 0.8171, 0.7885, 0.7962, 0.7963, 0.8245, 0.7558, 0.8110, 0.8218, 0.7989,\n", + " 0.1384, 0.8331, 0.8168, 0.7994, 0.8275, 0.8207, 0.8063, 0.7935, 0.7783,\n", + " 0.7950, 0.8143, 0.8227, 0.8296, 0.8086, 0.7636, 0.8048, 0.8131, 0.7752,\n", + " 0.8219, 0.7901, 0.8131, 0.8068, 0.8072, 0.7957, 0.7979, 0.8126, 0.8238,\n", + " 0.8145, 0.8305, 0.7915, 0.8464, 0.8283, 0.7804, 0.7945, 0.8148, 0.7782,\n", + " 0.6472, 0.8075, 0.8154, 0.7994, 0.8202, 0.8150, 0.8094, 0.7835, 0.7966,\n", + " 0.7961, 0.8114, 0.8266], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-4.1362e-02, -2.1139e-02, -7.5811e-02, -8.0979e-03, -9.7905e-02,\n", + " -6.4240e-02, -1.1137e-01, -8.8885e-02, 4.2872e-03, 1.0240e-02,\n", + " -6.5854e-02, -8.0492e-02, 2.9897e-02, -6.2206e-02, -4.8446e-02,\n", + " -1.0729e-01, -1.0719e-01, -6.6133e-02, 1.2595e-02, -4.8516e-02,\n", + " -1.1542e-01, -2.8713e-02, -8.3221e-02, -1.6142e-01, -5.5506e-02,\n", + " -8.8782e-02, -6.1462e-02, -5.6109e-03, 2.6672e-03, -5.5647e-02,\n", + " -7.5772e-02, -4.6467e-02, -1.1253e-01, 4.3458e-04, -1.2891e-02,\n", + " -1.8985e-02, 1.8273e-02, -1.0369e-02, -6.9231e-02, 4.4604e-02,\n", + " -3.7813e-03, 5.2488e-02, -1.1338e-02, -3.9193e-02, -3.9279e-02,\n", + " -2.4902e-02, -7.4043e-02, -4.3355e-02, -2.8837e-02, -2.3977e-02,\n", + " 7.8040e-02, -5.5550e-02, -1.1675e-01, -6.7734e-04, -8.5435e-02,\n", + " -8.8475e-02, -5.6222e-02, 2.1747e-02, 1.2484e-02, 2.7954e-02,\n", + " 9.6641e-03, -9.6321e-02, -4.1679e-02, -3.9307e-02, -2.6504e-02,\n", + " -8.5320e-02, -4.7608e-02, -6.0109e-02, 2.2232e-02, 1.1919e-02,\n", + " 4.3061e-02, -3.8129e-02, 1.1741e-02, -4.4939e-02, -6.3287e-02,\n", + " -2.3888e-02, -3.0544e-02, -3.1179e-02, -6.8521e-02, -1.0757e-01,\n", + " -5.8121e-02, -7.9392e-02, -5.0252e-02, -8.0455e-02, -5.2742e-02,\n", + " -5.2701e-02, -5.7354e-02, -2.9069e-02, 2.4157e-02, -1.2187e-01,\n", + " 5.8234e-03, 3.1140e-03, -1.2781e-01, -3.3020e-02, -7.0746e-02,\n", + " 2.8580e-02, -9.6201e-02, 1.4824e-02, -7.1823e-02, -5.7498e-03,\n", + " 2.6578e-03, -4.0516e-02, -9.2663e-02, -1.9174e-02, -2.9189e-02,\n", + " -4.1956e-02, -1.1289e-02, 1.0686e-02, 1.2404e-03, -3.6887e-02,\n", + " -1.7767e-03, -7.6929e-03, -1.9454e-02, 1.5242e-02, -2.4329e-02,\n", + " -4.3963e-02, 4.1254e-03, 4.0596e-03, -2.0910e-02, -4.1460e-02,\n", + " -1.0514e-02, -2.5199e-02, -3.9839e-02, -3.7927e-01, -5.3645e-02,\n", + " 3.2562e-02, -4.4924e-02, -7.3146e-02, -1.2187e-02, -3.3652e-02,\n", + " -2.1251e-02, -8.9068e-02, -8.9228e-04, 5.0278e-03, 7.5714e-03,\n", + " -1.9635e-02, -4.8386e-02, 3.7448e-03, -3.8368e-03, 1.1127e-03,\n", + " 1.9572e-02, -3.6723e-02, -4.0977e-02, -1.1455e-01, -8.5390e-02,\n", + " -1.6222e-02, -9.9858e-03, 5.8480e-02, -1.5125e-02, -1.2109e-01,\n", + " 1.6111e-02, -1.0311e-01, 4.8411e-02, -5.3147e-02, -1.3798e-02,\n", + " -7.1730e-02, -4.0161e-02, -3.3945e-02, -3.8025e-02, -7.8987e-03,\n", + " -6.0108e-02, 9.9554e-03, 5.7799e-03, -6.7667e-02, -1.0783e-01,\n", + " -2.7267e-02, -1.3513e-01, -5.5996e-02, 4.8432e-02, -4.2904e-02,\n", + " -1.5741e-03, 2.0023e-02, -5.2984e-02, -7.2217e-02, -4.1452e-02,\n", + " -3.8336e-02, -1.0602e-01, -3.8518e-03, -3.3556e-02, -8.4335e-02,\n", + " -1.9414e-01, -1.0884e-01, 3.8163e-02, -3.4392e-02, -7.1212e-02,\n", + " -3.3847e-02, -1.5423e-01, -5.1650e-02, -1.0664e-01, -1.5648e-02,\n", + " -8.8657e-03, 4.4095e-02, -9.4535e-02, -1.7994e-02, -8.6558e-02,\n", + " -4.4600e-02, -3.6234e-02, -1.8038e-02, 7.7291e-03, -2.1728e-02,\n", + " 5.1011e-03, -3.8045e-02, -4.8390e-02, -1.4892e-02, -1.2812e-02,\n", + " -1.1820e-01, -4.9538e-02, 2.2665e-02, -5.9120e-02, -5.1434e-02,\n", + " 1.5802e-03, -2.3590e-02, -9.8635e-02, -9.1213e-02, -3.5988e-02,\n", + " -3.7719e-02, 3.5263e-02, 7.8793e-03, -1.0256e-01, -1.1728e-02,\n", + " -6.5399e-02, -8.2471e-02, -3.8857e-02, -6.5676e-02, -1.2306e-02,\n", + " 4.3430e-01, -6.2846e-02, 3.0290e-02, -1.0564e-01, -2.7240e-02,\n", + " 1.1110e-02, -4.3579e-02, -1.5262e-01, 5.8040e-03, -1.5194e-02,\n", + " -2.8451e-02, -3.2047e-02, -3.3394e-02, -9.8465e-02, 7.7444e-02,\n", + " -3.9825e-02, -6.5182e-02, 6.2047e-02, -9.2174e-02, -3.6456e-02,\n", + " -3.1621e-03, -5.8628e-02, -2.2820e-02, 2.5846e-02, 3.5630e-02,\n", + " 9.8710e-04, -1.1307e-01, -1.3313e-02, 1.7162e-02, -7.5754e-02,\n", + " -9.8890e-03, -5.1323e-03, 4.0096e-02, -2.6852e-02, -7.1099e-02,\n", + " -6.3135e-02, -1.7889e-02, -2.4470e-02, -4.3215e-03, -2.5126e-02,\n", + " 8.1877e-02, -4.7567e-02, -4.6521e-02, -7.1673e-02, -2.2439e-02,\n", + " -8.7681e-03, -4.7087e-02, 1.4264e-02, -4.8559e-02, -1.2411e-02,\n", + " -3.3777e-02, -5.1161e-02, -4.4873e-02, -4.8985e-03, 9.3010e-03,\n", + " -5.4595e-02, -1.0051e-01, -5.2337e-02, -1.6020e-03, 7.2563e-02,\n", + " -4.4614e-02, -1.3594e-01, -5.9025e-02, -4.3979e-02, -1.7385e-02,\n", + " -3.3880e-02, -4.9312e-02, 2.7752e-02, -3.7881e-02, -9.5431e-02,\n", + " -5.4052e-02, -2.1057e-02, -8.0697e-02, -9.2981e-02, 1.1323e-02,\n", + " -1.9936e-02, -6.2868e-02, -2.3075e-02, -7.0953e-02, -1.3957e-01,\n", + " -2.8137e-02, -1.6601e-02, 9.3149e-03, -4.1541e-01, -8.8792e-03,\n", + " -8.1566e-03, 5.3763e-03, -8.6175e-02, -3.5735e-02, -1.6793e-02,\n", + " -8.2754e-02, -5.3099e-02, -2.7819e-02, -3.3768e-02, 3.1374e-03,\n", + " -8.3585e-03, -1.1262e-01, -6.6105e-02, 8.8857e-02, -1.3025e-02,\n", + " -1.0040e-02, -5.3616e-02, -9.9734e-02, 6.4510e-03, 3.3691e-02,\n", + " -8.8595e-02, -7.2246e-02, -7.5322e-02, -1.2594e-01, -2.3822e-02,\n", + " 2.0735e-03, 1.3872e-02, -2.7440e-02, -2.0588e-02, -5.4746e-03,\n", + " -2.8957e-02, -7.3782e-02, -5.3082e-02, -7.3429e-02, -4.4103e-02,\n", + " 2.5730e-03, 1.1183e-02, 1.2541e-01, -5.3598e-03, 6.3142e-02,\n", + " -2.0548e-02, -2.2290e-02, -1.4678e-01, -2.7653e-02, -1.8403e-02,\n", + " -5.6971e-03, -5.1638e-02, -7.1981e-02, -5.9321e-03, -4.1501e-02,\n", + " -1.7628e-02, 6.8465e-03, -7.9499e-02, -2.9736e-02, -6.9518e-02,\n", + " -2.3201e-02, 4.0839e-04, -2.5406e-02, 1.6187e-02, -1.6235e-02,\n", + " 7.2862e-02, -1.9922e-02, -4.6751e-02, -2.7472e-03, 4.8653e-02,\n", + " -2.7372e-02, -9.0514e-02, -2.6969e-02, 4.2322e-02, -4.6600e-02,\n", + " -2.7588e-02, 2.5768e-01, 7.3218e-03, 3.6501e-02, -1.4214e-01,\n", + " 1.9775e-03, 2.6063e-03, -8.5092e-02, -3.9450e-02, 3.2309e-02,\n", + " -3.1081e-02, -3.9204e-02, -4.0745e-02, 4.4976e-02, -3.5110e-02,\n", + " -2.9960e-02, 3.7239e-02, 2.4120e-02, -1.1123e-01, 2.0888e-02,\n", + " 1.0318e-02, -2.9862e-02, -7.1648e-02, 9.5027e-03, 1.7330e-02,\n", + " 5.9332e-02, -7.5450e-02, 5.0240e-02, -1.1350e-01, -3.4397e-03,\n", + " -4.1896e-02, 2.5440e-03, -2.2849e-02, 7.7766e-03, -3.0966e-02,\n", + " -7.3168e-02, -4.5329e-02, 6.6936e-03, -5.9718e-02, -4.3592e-02,\n", + " -3.6960e-02, 2.2038e-02, -6.0747e-02, 1.1733e-02, 2.1222e-02,\n", + " -6.0428e-02, 2.9012e-02, 1.1516e-02, 6.7814e-02, -8.9485e-02,\n", + " 1.7257e-03, 1.7998e-02, 1.3386e-02, -6.4914e-02, -4.2015e-03,\n", + " -7.0684e-02, -3.2654e-02, 1.6183e-02, -2.4565e-02, -2.1684e-02,\n", + " -5.0920e-02, -5.4181e-02, -9.0532e-02, 3.4629e-02, -1.7536e-02,\n", + " 2.8171e-02, 7.9664e-02, -6.9862e-03, -3.9849e-02, -7.6986e-04,\n", + " -1.0305e-01, -1.7982e-02, -1.0644e-01, 3.3085e-02, -1.0057e-01,\n", + " -1.1000e-01, 1.8379e-02, -7.5758e-02, 6.9268e-02, 9.0715e-02,\n", + " -5.1281e-02, 2.9102e-02, -3.7505e-02, -7.9620e-02, -1.3072e-01,\n", + " 9.0839e-03, -8.3967e-02, 4.9114e-02, -4.9140e-02, -5.2445e-02,\n", + " -6.2678e-02, -6.3389e-02, -2.3650e-02, -1.1224e-01, -1.0199e-02,\n", + " 1.7565e-02, -2.2788e-02, -7.4345e-02, 2.6721e-02, 3.4486e-02,\n", + " -1.9545e-02, -3.0934e-02, 9.9406e-03, -6.9302e-02, -8.4427e-03,\n", + " 2.0471e-02, -6.0629e-02, -1.2793e-01, 1.3341e-02, -4.0084e-02,\n", + " 4.4260e-03, -2.9441e-03, -5.2052e-02, -3.7910e-02, -7.0367e-02,\n", + " -1.7955e-02, 3.0577e-02, -5.3963e-02, -8.4500e-02, -1.0929e-01,\n", + " -2.1843e-02, -6.7049e-02, -1.7152e-02, 1.1544e-02, -3.6903e-02,\n", + " -4.1726e-02, 1.7800e-02, -6.0652e-02, 8.4222e-03, -6.5603e-03,\n", + " 2.0868e-02, -1.0623e-02, -2.9781e-02, 2.0752e-02, -4.4583e-02,\n", + " -8.6989e-02, -1.3837e-02, -1.1138e-02, 5.2651e-02, -3.5046e-02,\n", + " -1.3963e-02, -6.2696e-02, -8.8634e-02, -1.3488e-02, -7.9394e-04,\n", + " -1.1459e-02, -4.1579e-01, -2.9550e-03, -7.5688e-02, -5.7328e-02,\n", + " -1.3988e-02, -3.2999e-02, -1.6646e-02, -6.0204e-02, -5.6912e-02,\n", + " 4.9636e-02, -4.6067e-02, 1.4898e-03, -7.1886e-02, 1.3885e-01,\n", + " -7.0987e-02, -1.2024e-02, -4.3055e-02, -1.7132e-02, 4.4137e-02,\n", + " 8.6884e-02, -3.8044e-03, -1.3646e-02, -1.2310e-01, -9.4855e-02,\n", + " 4.3715e-03, 4.0915e-02, -6.6918e-02, -2.9787e-02, -2.3023e-02,\n", + " -3.7373e-03, -2.5459e-02, -1.0892e-01, -4.6046e-02, 7.2752e-03,\n", + " 1.7191e-02, 2.6607e-02, -1.1708e-01, 1.0959e-02, 1.0620e-02,\n", + " -3.5897e-02, -5.3323e-02, -5.8725e-02, -1.0378e-02, -4.7706e-02,\n", + " 1.8659e-03, -6.0888e-02, -1.0792e-01, -3.3674e-02, 1.8794e-02,\n", + " -6.7407e-02, -5.3001e-02, 7.0236e-02, -6.1790e-02, 4.3988e-02,\n", + " 8.6426e-03, -8.1173e-02, -4.3926e-02, -2.9863e-02, -9.4102e-04,\n", + " -1.0606e-02, -2.0545e-01, 8.4482e-03, -1.6001e-02, -2.0171e-02,\n", + " -3.7645e-02, -2.5153e-02, -5.8750e-02, 1.0159e-02, -3.9517e-02,\n", + " -3.4803e-02, -2.8174e-02, -4.9856e-02, -5.0199e-02, -2.9427e-02,\n", + " -4.1125e-02, -1.2681e-02, 2.4346e-02, -6.0683e-02, -8.4800e-02,\n", + " -9.0528e-02, -3.9378e-02, -4.6350e-02, 2.7161e-03, -1.5785e-02,\n", + " -8.0687e-02, 2.2171e-02, -4.7229e-03, -5.2977e-02, -1.8089e-02,\n", + " 1.1580e-02, 9.4699e-03, -1.2036e-02, 2.1710e-02, 3.5645e-02,\n", + " -1.2094e-01, -4.0135e-02, -7.4306e-02, -9.7870e-03, -5.3679e-02,\n", + " -4.7410e-02, -1.1074e-01, 3.4376e-02, -7.2576e-02, -5.7748e-02,\n", + " -1.0441e-01, -4.5554e-02, -6.4857e-02, -1.4859e-01, -3.1018e-02,\n", + " -4.7611e-02, -6.7080e-02, -6.3054e-02, -8.6482e-02, -5.7229e-02,\n", + " 4.1857e-02, -1.1226e-01, 2.6263e-03, 5.0956e-02, -2.2680e-02,\n", + " 7.5209e-02, -3.6766e-02, -1.1250e-01, -4.2424e-02, -1.0365e-01,\n", + " -7.9786e-02, -6.1874e-02, -1.0176e-01, -7.9025e-02, -1.5940e-02,\n", + " -2.2612e-02, -9.9498e-02, -8.6026e-02, -3.7958e-02, -2.1595e-03,\n", + " -6.3151e-02, 3.0186e-02, -8.7673e-02, -2.3391e-02, -3.7365e-02,\n", + " -5.6762e-02, -3.4761e-02, -1.2715e-01, -1.0902e-01, -9.3632e-02,\n", + " -1.0694e-01, -1.4135e-02, 2.1508e-02, -1.0193e-02, -7.1002e-02,\n", + " 1.5634e-02, -9.1708e-02, -7.8840e-02, -6.2213e-02, -1.4059e-03,\n", + " -2.5708e-02, -1.9438e-02, -5.8914e-02, -2.4784e-04, 3.0568e-03,\n", + " -2.8721e-02, -4.9874e-02, -9.1331e-02, 3.1717e-02, -4.1207e-02,\n", + " 4.6977e-03, -1.8336e-02, -3.8194e-02, -3.4620e-02, -1.6672e-02,\n", + " -6.0389e-02, 4.9552e-02, -4.2689e-02, 1.7019e-02, -7.2453e-02,\n", + " -7.7890e-02, -1.2995e-02, 2.8752e-02, -1.9292e-02, -9.7709e-02,\n", + " -6.3426e-02, -1.6326e-01, -6.6448e-02, -4.3279e-02, -1.0640e-01,\n", + " -3.5923e-02, -3.9645e-02, -1.0021e-01, -8.0595e-02, -7.7919e-03,\n", + " -5.2596e-02, 5.7838e-02, -6.7250e-02, -4.0111e-02, -1.5037e-02,\n", + " 2.5015e-01, -2.8034e-02, -1.3051e-02, -3.6914e-02, -8.1649e-02,\n", + " -6.9879e-03, 1.7801e-02, -9.0037e-03, 3.4770e-02, 2.9013e-02,\n", + " -4.7406e-02, -2.4532e-02, -2.6549e-02, -1.0197e-01, -1.3016e-01,\n", + " -1.9337e-02, -2.1702e-02, -1.0323e-01, -1.7879e-03, -5.0249e-02,\n", + " -4.0157e-02, -5.4023e-02, 2.9882e-02, 3.2381e-02, -3.8132e-02,\n", + " -1.0330e-01, -6.2905e-02, 2.3009e-02, -5.4649e-02, -5.7878e-02,\n", + " -2.2109e-02, -1.4713e-02, -8.6525e-03, -7.3654e-02, 1.3044e-02,\n", + " -4.2456e-02, 1.4466e-01, -6.9343e-02, -2.6265e-02, 3.4474e-02,\n", + " -5.8037e-02, -2.6273e-02, -7.6483e-02, 4.9269e-02, 2.7771e-02,\n", + " -1.5530e-02, -2.2757e-02, -2.3138e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.6676e-02, -1.4497e-02, -3.8229e-02, 1.1834e-03, -5.4898e-02,\n", + " -6.6086e-02, -1.0283e-02, 6.3277e-02, -1.7615e-02, -4.0525e-02,\n", + " -4.5876e-03, 2.2352e-02, -2.2756e-02, 7.4079e-02, 9.4136e-03,\n", + " -3.4196e-02, 6.0986e-02, 2.0791e-02, 3.0050e-02, -2.4763e-02,\n", + " 1.1391e-01, 5.7480e-02, 4.4814e-02, 9.5734e-03, 8.2847e-02,\n", + " -3.6637e-02, -4.6617e-02, -7.7708e-02, -6.1253e-02, -1.6416e-02,\n", + " 6.0051e-02, -1.6581e-02, 1.3533e-02, -3.4358e-02, 3.3707e-02,\n", + " -2.6728e-02, -5.1416e-02, -7.5241e-04, 1.1595e-01, 1.1904e-02,\n", + " -2.1282e-02, 6.6300e-02, -1.8813e-02, 1.2436e-02, -2.3964e-02,\n", + " 3.9917e-02, -3.8244e-02, 9.8298e-03, 2.5534e-02, -4.9707e-02,\n", + " 2.4500e-02, 1.7851e-02, -1.1556e-02, -3.3669e-03, -4.9233e-02,\n", + " -2.7483e-02, 2.7150e-02, -2.5129e-02, -5.5339e-02, -3.6421e-02,\n", + " -8.4919e-02, 4.4152e-02, 2.5176e-02, 5.0405e-02, -3.2279e-02,\n", + " 5.1725e-01, 3.1538e-01, 9.1517e-02, -7.7288e-02, -4.9325e-02,\n", + " -3.4406e-01, -4.2674e-01, -3.9943e-01, 2.6362e-01, -5.3500e-02,\n", + " -3.4239e-02, 2.7550e-01, -8.8158e-02, -1.0656e-01, 4.0385e-02,\n", + " -5.9642e-01, 4.1534e-01, -2.4191e-01, 2.4182e-01, -1.0772e-01,\n", + " -2.1232e-01, -1.9627e-01, -9.7312e-01, -5.6273e-01, -5.6076e-01,\n", + " 6.5617e-02, 6.9254e-01, 2.9777e-01, 8.4928e-01, 1.2793e-01,\n", + " -4.3920e-01, -3.8617e-01, 2.0038e-01, 1.2056e-02, -1.2885e-01,\n", + " -6.0275e-01, 1.8397e-01, -1.2694e-01, -2.1938e-01, 6.0315e-02,\n", + " 1.6924e-01, 2.8922e-02, 8.8135e-01, -5.2385e-01, 3.6702e-01,\n", + " -1.4968e-01, -2.7139e-01, 2.0185e-01, -8.5037e-01, -4.2382e-01,\n", + " -2.4636e-01, -6.7376e-01, -1.9075e-01, 2.3266e-01, 6.5202e-01,\n", + " -2.5832e-01, 2.5141e-01, 8.3373e-02, -3.6621e-01, -1.8366e-01,\n", + " 9.2316e-03, 3.5688e-01, -5.1173e-01, -3.9082e-02, 2.7961e-02,\n", + " -5.4518e-03, -1.5936e-01, 7.4766e-03, 9.2788e-02, -9.5824e-02,\n", + " -7.4753e-02, -8.9883e-02, -1.8775e-01, -2.6499e-01, 5.0678e-02,\n", + " -6.9718e-02, 1.0717e-02, 1.7259e-01, 9.3599e-02, 1.1339e-01,\n", + " -1.2010e-01, 6.8740e-02, 1.7185e-02, -3.3607e-02, -4.4961e-02,\n", + " -1.6610e-01, -9.8654e-02, -9.1762e-02, -3.5900e-01, 8.3867e-02,\n", + " 2.5942e-02, -3.1374e-01, 7.3607e-02, -2.8122e-02, -1.6737e-02,\n", + " 7.7106e-02, 3.4752e-02, 1.4944e-01, -9.4777e-02, 3.7560e-01,\n", + " 9.0495e-02, -1.7742e-02, 6.4571e-02, 7.2401e-02, 2.3713e-02,\n", + " -9.8992e-02, -2.6287e-01, 1.8729e-01, 2.5469e-02, 4.0502e-02,\n", + " -2.6387e-01, 1.4363e-01, 2.2296e-01, 3.6160e-01, -4.0661e-02,\n", + " -9.3315e-02, -1.4177e-01, -9.6329e-02, -1.1685e-01, -1.6268e-01,\n", + " -1.0495e-01, -7.6147e-02, -5.0305e-02, 1.8191e-01, 1.3517e-01,\n", + " -9.8461e-02, -1.4344e-01, 2.6707e-02, -5.7844e-03, 1.6136e-02,\n", + " 3.8577e-02, 6.7770e-03, 1.6096e-02, -1.6162e-01, -3.2251e-02,\n", + " 7.4246e-03, -3.2815e-02, -2.3777e-02, 2.0309e-02, -5.0988e-03,\n", + " 3.7856e-02, 1.2099e-02, 2.8584e-02, 7.1429e-03, 4.6537e-02,\n", + " -2.7939e-02, 2.6535e-03, 1.5291e-04, 1.6220e-03, 3.5484e-04,\n", + " -1.2698e-03, -5.1362e-03, 4.8101e-02, -5.1189e-02, -1.1553e-02,\n", + " -3.9562e-02, 1.2229e-02, 1.9334e-02, -1.8756e-02, -3.4825e-02,\n", + " 5.6503e-03, -1.0227e-02, 4.6868e-02, -5.2604e-02, -1.9529e-03,\n", + " -7.9708e-02, 6.5829e-03, 1.1274e-02, 1.3924e-02, -3.2394e-04,\n", + " 1.9719e-02, -3.0671e-02, 1.5449e-02, -7.6544e-03, -1.0178e-02,\n", + " -6.1795e-04, -4.7540e-02, 2.7070e-02, 5.0625e-03, -2.4552e-02,\n", + " 1.5775e-02, -9.4018e-03, 9.3730e-03, -2.1154e-02, 2.2448e-01,\n", + " -7.5260e-02, 1.9674e-02, 2.8595e-02, 1.2666e-01, -1.8409e-02,\n", + " -1.4414e-02, -3.2591e-02, 2.2882e-02, 6.1680e-02, 2.7876e-04,\n", + " -8.5153e-02, -1.4246e-01, -4.9553e-01, -1.8867e-03, -6.1740e-02,\n", + " -6.6917e-02, -1.7902e-02, 1.7867e-01, 7.0403e-02, 5.3641e-02,\n", + " -4.7796e-01, -4.1694e-02, 9.0810e-02, 1.0040e-01, 1.8740e-01,\n", + " 1.9844e-01, -1.9279e-01, -5.5545e-02, 6.1532e-03, -1.8530e-01,\n", + " -5.2766e-01, -4.9558e-01, -4.3685e-02, -1.5085e-02, 1.2192e-01,\n", + " -1.1756e-02, -5.9354e-02, 4.8515e-02, 1.1279e-01, -2.6360e-01,\n", + " -3.5071e-02, -1.3980e-02, -1.5387e-03, -3.5413e-03, -3.9907e-02,\n", + " -2.8938e-01, 4.3386e-02, -2.9567e-01, 1.1038e-01, 9.2879e-02,\n", + " -3.4024e-01, 1.6324e-02, -1.9134e-01, 6.8955e-02, 1.1309e-01,\n", + " 5.4174e-02, 3.5320e-02, 1.0750e-01, 2.7687e-01, 2.8393e-02,\n", + " -1.8880e-01, 2.2631e-01, -9.1082e-02, 8.3804e-03, -3.2280e-02,\n", + " 1.9409e-01, 2.3351e-01, 7.2624e-02, -7.0471e-02, 1.9323e-01,\n", + " -5.4754e-01, -1.7651e-01, 6.0117e-01, 2.0444e-01, 1.6887e-02,\n", + " -1.7484e-01, 7.7730e-02, -3.0719e-01, 2.8470e-01, -2.4057e-01,\n", + " -4.2552e-02, -1.8666e-01, 8.2095e-02, -2.3497e-01, 1.5527e-01,\n", + " -9.2018e-03, 2.2057e-02, -4.7594e-01, -8.1566e-01, 7.5547e-01,\n", + " 1.0632e-01, -8.3864e-01, 8.0297e-01, -5.3292e-03, -6.0082e-01,\n", + " -3.2864e-02, -1.2063e-01, -3.3728e-01, 1.7570e-01, -7.3240e-02,\n", + " -3.4682e-01, -3.2228e-01, -1.8842e-01, 1.8825e-01, 3.2367e-01,\n", + " -1.0805e-01, -3.3671e-01, -2.3307e-01, -2.5989e-01, 6.2850e-02,\n", + " 1.0372e-01, -3.9301e-01, 1.0514e+00, 1.5401e-01, -1.8647e-01,\n", + " 4.9909e-02, 3.5124e-02, 1.6945e-01, -2.7831e-01, 1.0684e+00,\n", + " -6.0452e-02, -1.1925e-01, -2.3353e-01, 3.1287e-01, -4.5386e-01,\n", + " -4.6662e-01, -7.0648e-01, -2.4313e-01, -6.1058e-01, 2.8846e-01,\n", + " -3.2776e-01, 1.9120e-01, -5.6931e-02, 3.1565e-01, 1.5460e-01,\n", + " -9.3033e-02, 5.4597e-01, 1.5567e-01, -2.7285e-02, -3.2044e-02,\n", + " 2.2920e-02, 8.2734e-02, -5.9834e-03, -7.3332e-02, 7.0241e-01,\n", + " -1.1788e-01, 2.1087e-02, 3.5833e-01, -3.9852e-02, -1.8313e-01,\n", + " -1.0973e-01, 6.7136e-02, -1.2771e-01, -1.1298e-01, -2.1797e-01,\n", + " 2.0707e-01, -8.0772e-03, -3.2468e-01, -1.1986e-01, -2.5774e-01,\n", + " -2.5874e-02, 8.5947e-03, 7.8453e-02, -4.3006e-02, -1.4729e-01,\n", + " 4.3664e-01, 6.8956e-02, -1.5234e-01, 4.9087e-01, 4.5011e-02,\n", + " 7.0767e-02, 2.7688e-02, -1.7070e-01, -1.3992e-01, -2.1632e-01,\n", + " -1.1516e-01, 2.5437e-01, -1.5697e-02, 9.7330e-02, 1.4378e-01,\n", + " -2.9128e-01, -9.4858e-02, 7.3918e-03, 9.6405e-02, -2.6798e-01,\n", + " 5.8345e-03, 3.8105e-01, 4.3693e-01, -1.5936e-01, 3.1014e-01,\n", + " -2.3732e-02, 2.5146e-01, -6.9307e-01, 3.4516e-01, -1.5148e-01,\n", + " 2.3852e-01, 2.5131e-01, 1.1839e-01, -7.6520e-02, 5.6796e-02,\n", + " 2.2740e-01, -6.8586e-03, 1.1995e-02, -4.7338e-02, 2.0103e-02,\n", + " -7.6994e-02, -2.9013e-02, 8.2418e-03, 8.0422e-02, -8.3503e-02,\n", + " 5.2074e-02, -4.3157e-02, -1.7998e-02, -2.9773e-02, -8.7704e-02,\n", + " 4.1017e-03, -2.6376e-02, -2.6145e-02, -1.0665e-01, 2.7705e-03,\n", + " -5.9064e-02, -3.9609e-02, 1.2494e-01, 2.3574e-02, -2.0911e-02,\n", + " 1.9897e-01, -1.0499e-01, 7.8466e-02, 5.0771e-02, 6.2194e-02,\n", + " 6.2985e-02, 3.9984e-02, -4.6588e-02, -6.1262e-02, -4.0192e-02,\n", + " -5.3037e-02, -7.7313e-02, 4.6824e-02, 2.7598e-02, -6.4732e-02,\n", + " -7.0918e-02, -6.1746e-02, -7.4184e-03, 5.1934e-02, 1.6011e-01,\n", + " 3.7397e-02, -8.2230e-03, -2.5685e-03, -1.1432e-01, -1.4145e-02,\n", + " 1.9198e-02, 1.7893e-03, -4.0012e-02, 7.2151e-02, -3.3220e-02,\n", + " -3.9576e-02, -4.0817e-03, 3.2345e-03, 3.9684e-03, -1.1273e-01,\n", + " 1.8606e-02, -2.5588e-03, 5.1042e-02, 8.8128e-02, 4.9168e-02,\n", + " -6.8063e-02, 1.4073e-02, -9.9500e-02, -1.4290e-01, -9.3147e-02,\n", + " -7.5217e-02, 8.4148e-02, 3.4342e-02, -4.8259e-02, 5.5812e-02,\n", + " -1.0971e-01, -2.8572e-02, 7.9434e-02, -4.4745e-02, 1.5693e-01,\n", + " -3.6602e-02, -1.5493e-02, 3.4104e-02, 2.0368e-01, 4.0578e-02,\n", + " -1.1849e-01, -1.7429e-01, -7.3193e-02, 5.9164e-03, 8.1119e-02,\n", + " 9.3226e-02, 1.4431e-01, 1.0619e-01, 4.8593e-04, 9.5823e-02,\n", + " 2.4659e-01, -7.0603e-02, -1.2534e-01, -7.7356e-02, 2.5577e-02,\n", + " 2.4145e-01, 1.3097e-01, -1.9513e-01, 2.5259e-02, -8.4881e-02,\n", + " 3.5848e-02, 2.9840e-01, -9.3579e-02, -3.1677e-02, 2.4896e-02,\n", + " -1.0908e-01, -2.8209e-01, -1.9974e-01, 2.3098e-02, -1.1324e-01,\n", + " 1.9289e-02, 1.5003e-01, -2.7591e-01, -6.2483e-03, 1.0658e-01,\n", + " -7.6996e-02, 8.4920e-03, -2.9820e-03, -1.4032e-01, 1.2744e-01,\n", + " -2.3254e-02, 3.5013e-02, 3.8396e-01, -4.7234e-02, -3.4301e-02,\n", + " 6.6341e-01, 6.6387e-02, 1.4546e-01, -2.3940e-01, 1.0763e+00,\n", + " -6.9414e-01, 4.6188e-01, 3.7988e-01, 4.8126e-01, -5.3142e-02,\n", + " 7.2297e-01, -7.4483e-01, 4.2585e-02, -2.6484e-01, -3.1656e-01,\n", + " 2.1765e-02, -5.7106e-01, -1.6304e-01, 3.6541e-01, -7.3599e-01,\n", + " -4.5916e-01, -4.5169e-01, 8.9293e-01, 1.5114e-02, 4.6301e-01,\n", + " 9.4393e-01, 3.2961e-01, -2.4394e-01, 1.0680e-01, 8.8579e-02,\n", + " 3.4309e-01, 1.7438e-02, 6.8438e-03, 4.1239e-01, 7.3337e-02,\n", + " 1.0671e-01, -3.4730e-01, -1.1039e-01, -3.9782e-01, 1.8350e-01,\n", + " 1.1450e-01, -5.9134e-01, 1.0044e+00, 1.9876e-02, -6.1755e-01,\n", + " -1.0018e-01, 9.6574e-02, 5.5285e-01, -5.5048e-01, -3.9156e-01,\n", + " 4.7010e-01, 5.2039e-01, 1.9557e-02, -2.2252e-01, 2.8641e-01,\n", + " -7.5915e-01, -6.9513e-02, 6.5966e-02, -3.0074e-01, -1.6357e-01,\n", + " 2.3629e-02, 4.1242e-02, 4.0894e-02, -6.7828e-03, -2.3744e-02,\n", + " 3.0827e-02, -2.0887e-02, 3.4592e-02, 3.9809e-02, 1.4730e-02,\n", + " 1.1941e-02, 5.2029e-02, -3.8518e-02, 1.7108e-02, 2.7907e-02,\n", + " 1.6488e-02, -1.1684e-03, -1.4101e-02, 2.8589e-02, 2.9665e-02,\n", + " 3.0325e-02, 8.2166e-03, 2.7454e-02, 2.8607e-03, 5.2948e-02,\n", + " -6.7410e-03, -4.1444e-03, -4.5906e-03, -3.0016e-02, -3.9101e-03,\n", + " -2.7200e-02, 2.4937e-02, -4.3848e-02, 6.1882e-03, 2.5957e-02,\n", + " -2.1802e-02, 3.6864e-02, -8.4708e-04, 1.3786e-04, -2.7332e-03,\n", + " -5.6039e-02, -2.7593e-02, -4.1676e-03, -1.1120e-02, -5.0939e-03,\n", + " -1.1879e-01, 2.3142e-02, 1.4584e-02, 1.2228e-03, 9.3503e-04,\n", + " -4.6743e-03, 1.3130e-01, -2.2952e-02, 5.3496e-02, -2.3156e-02,\n", + " -2.1183e-02, 6.5988e-03, 4.6882e-03, 3.9598e-02, -2.5615e-01,\n", + " 1.9471e-02, -5.7348e-05, -1.6107e-01, -2.3666e-03, 6.1859e-02,\n", + " 5.2104e-02, 1.1598e-01, -6.9523e-03, 2.6113e-02, 1.8232e-03,\n", + " -3.7961e-02, -2.5008e-01, -3.0902e-02, 2.9389e-02, 4.5719e-02,\n", + " -3.8667e-02, 3.8771e-02, -7.0226e-02, 1.4924e-01, 1.7715e-01,\n", + " -3.2035e-02, -4.0235e-02, -3.7918e-02, -4.8772e-02, 5.3331e-02,\n", + " -2.9140e-01, -1.1118e-01, 1.3034e-02, 1.0191e-01, -2.4598e-02,\n", + " 3.4927e-02, 2.8932e-02, -5.8911e-02, -8.0538e-02, 1.9185e-02,\n", + " -8.9750e-03, -4.6281e-02, 7.3386e-02, -4.7614e-02, -4.3294e-02,\n", + " -4.9458e-01, 4.3920e-02, -9.7529e-02, 5.1268e-02, -2.0372e-01,\n", + " -5.4626e-02, -1.1206e-02, 2.0399e-02, 5.9959e-02, -1.4725e-02,\n", + " 1.6513e-01, 1.2975e-01, -5.0578e-02, -9.2773e-02, 1.0862e-02,\n", + " -4.3261e-01, -6.4384e-02, -7.1346e-02, -1.1462e-02, 3.6257e-02,\n", + " -1.5810e-02, 9.4803e-03, -1.1244e-02, -1.3266e-01, -3.8921e-02,\n", + " -2.6781e-01, 4.4253e-03, -9.8164e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.9300e-03, 8.5589e-03, 6.7078e-03, -5.2475e-03, -1.7074e-04,\n", + " 5.0674e-03, 4.1815e-03, 1.8580e-03, -1.0160e-03, 1.1964e-03,\n", + " 2.7083e-04, -2.4458e-04, -5.4050e-04, -2.5650e-03, -4.7394e-03,\n", + " 4.8531e-04, -1.8098e-02, 4.8317e-03, -4.4570e-03, -5.3863e-03,\n", + " 3.1918e-03, 1.9480e-03, 4.9041e-03, 7.7739e-03, 2.8508e-03,\n", + " -1.3875e-03, 1.9202e-03, -1.5556e-02, -1.5886e-03, 1.2212e-02,\n", + " -1.1864e-02, 2.5167e-04, -5.7444e-03, 4.7266e-03, 4.8462e-03,\n", + " -3.6997e-03, 1.6192e-03, -1.2002e-02, -1.1027e-02, -9.1347e-03,\n", + " 1.5765e-03, 4.0555e-03, 3.5739e-04, -1.6339e-03, 1.0962e-02,\n", + " -8.4997e-03, -2.8029e-03, -3.4114e-03, -8.8147e-05, 6.0323e-03,\n", + " 6.8531e-03, -4.1245e-03, 4.4613e-03, 8.4199e-03, -3.1771e-03,\n", + " 1.6702e-03, 3.4850e-05, -7.3424e-03, -1.5101e-03, -4.7782e-03,\n", + " 9.2995e-03, -4.0258e-03, 6.3561e-04, -6.4632e-03, -2.0197e-03,\n", + " -9.8148e-04, -1.2540e-02, -7.2752e-03, 1.4507e-03, 1.2296e-04,\n", + " -2.4770e-03, -6.0837e-03, 5.7567e-03, 1.4083e-03, 3.1109e-04,\n", + " -7.3145e-03, -5.0330e-03, -1.2406e-03, 6.2154e-03, -4.2917e-03,\n", + " 2.1385e-03, 6.0483e-03, 1.5663e-04, -8.1126e-03, 2.5341e-04,\n", + " 1.2467e-03, -3.5925e-04, 3.3632e-03, 2.0393e-03, 7.3646e-03,\n", + " 2.1375e-03, -2.7026e-03, -4.4974e-03, 7.0134e-03, 1.1709e-02,\n", + " 3.3522e-03, 1.0950e-02, 3.8271e-03, -4.0832e-04, 1.7266e-03,\n", + " 4.3481e-03, -9.0409e-03, -9.4867e-04, -7.6617e-03, -6.6592e-03,\n", + " -6.1604e-03, 1.4187e-03, 2.6609e-03, -1.7144e-03, 3.7914e-03,\n", + " 3.0868e-03, 5.0570e-03, 8.5467e-03, -9.9423e-03, -2.0796e-03,\n", + " -3.2258e-04, 4.1050e-03, 2.7862e-03, 1.2309e-02, -7.2912e-03,\n", + " 5.8101e-03, -5.7256e-03, -1.5843e-02, 8.8699e-03, 7.5747e-04,\n", + " -6.7110e-03, -5.5266e-05, 6.6545e-03, 7.0998e-04, -2.3847e-03,\n", + " -3.4828e-03, 9.0933e-03, -3.4571e-03, 1.0093e-03, -1.5860e-03,\n", + " -3.0404e-03, 6.4610e-04, 3.7303e-03, -8.0115e-03, -2.7465e-03,\n", + " -8.7046e-04, 1.2836e-04, -4.4670e-03, 3.0893e-03, 1.3451e-04,\n", + " -7.2371e-03, 4.6840e-03, -4.0207e-04, 5.1145e-03, -2.1060e-04,\n", + " 1.0095e-02, 8.6286e-03, -6.7095e-03, 2.5879e-03, -2.8491e-04,\n", + " 8.5179e-03, 1.1921e-03, 9.9142e-04, 4.6654e-04, 5.1127e-03,\n", + " 6.8374e-03, 3.5552e-04, -1.8421e-03, 4.5094e-03, -1.5912e-03,\n", + " -7.3022e-03, 7.6686e-04, 6.0547e-03, 1.0770e-03, -4.5268e-03,\n", + " 1.1596e-03, 1.6065e-05, 8.2845e-04, -2.2180e-03, -6.7698e-03,\n", + " -5.1597e-03, -3.8464e-03, -2.9985e-03, -3.5815e-03, 1.8866e-03,\n", + " 3.5590e-03, 1.6332e-04, 6.9980e-03, 1.9937e-03, 1.8188e-03,\n", + " -1.4298e-02, -2.1265e-03, 1.1429e-02, 1.9449e-05, -2.9942e-04,\n", + " -9.0682e-04, 5.7061e-03, 8.6897e-03, -1.2316e-02, 9.2947e-03,\n", + " 8.1251e-03, 7.0416e-03, 1.7093e-02, 1.4056e-02, -4.1692e-03,\n", + " -1.2083e-03, -6.5084e-03, 8.4934e-04, -1.2930e-02, -6.5551e-04,\n", + " -9.5311e-03, -4.2694e-03, -4.9882e-03, 8.3678e-03, -1.0326e-02,\n", + " 2.7191e-03, 3.6803e-03, 5.4991e-03, -2.8498e-03, -9.1039e-03,\n", + " -3.6083e-03, 1.2725e-02, 5.0432e-03, 4.9373e-03, 8.4427e-04,\n", + " 4.8043e-03, -7.2875e-03, -1.1513e-03, 1.4376e-02, -1.9139e-02,\n", + " -5.7019e-03, 1.2708e-02, -1.8130e-03, -1.4101e-03, 8.7945e-03,\n", + " 1.8720e-03, 1.9557e-02, -1.8691e-03, 5.2001e-03, 1.4023e-02,\n", + " 3.9722e-03, 8.8082e-04, -1.2820e-02, 1.4084e-03, 1.5000e-02,\n", + " 2.5960e-03, -1.5960e-02, -9.8676e-03, 1.1860e-03, -2.2861e-03,\n", + " 1.2104e-03, 1.1771e-02, -1.9730e-03, -1.1499e-02, -1.3481e-02,\n", + " -1.4296e-02, -2.5724e-04, -4.5529e-03, -3.7688e-03, -5.7932e-03,\n", + " 7.7856e-03, -3.8337e-03, -1.9320e-03, 6.8045e-03, -4.4586e-03,\n", + " 1.6528e-03, 3.7164e-03, -1.5865e-02, -5.3465e-03, 3.9016e-04,\n", + " -1.2832e-03, 1.4900e-04, 1.5609e-03, 1.0342e-03, 5.5661e-04,\n", + " 2.0919e-04, -1.2588e-03, 1.7375e-02, 8.1706e-03, -6.6738e-04,\n", + " 1.0252e-02, -8.8026e-03, 1.3686e-03, 8.6173e-04, -9.1880e-03,\n", + " 4.0729e-04, -7.5691e-03, 5.0836e-06, -1.6615e-03, -5.0922e-03,\n", + " -7.5183e-03, -3.7821e-03, -9.2778e-04, 6.7328e-03, -4.3813e-03,\n", + " -1.0221e-03, -1.2368e-02, -1.0867e-02, 5.5248e-03, 4.5581e-03,\n", + " -1.0131e-02, -1.6451e-04, -6.0702e-03, 1.8299e-03, 2.7157e-03,\n", + " -6.8185e-04, 4.8931e-03, 1.4355e-02, 5.9589e-03, -1.6657e-03,\n", + " -8.5590e-03, -2.3917e-03, 2.6150e-03, -3.4086e-03, 3.6453e-03,\n", + " -4.2691e-04, -3.9505e-03, 2.1323e-03, 5.6997e-03, 9.1721e-04,\n", + " 1.9600e-04, 1.0139e-03, -6.3644e-03, 7.4493e-03, -8.3878e-04,\n", + " 1.6466e-03, 6.4495e-03, -7.1808e-03, 9.9231e-04, -9.3418e-03,\n", + " 4.9754e-03, -4.9856e-04, -5.6552e-04, -7.2044e-03, 1.5831e-03,\n", + " 4.8036e-03, -3.9309e-03, 3.7005e-03, -7.0703e-03, 3.9998e-03,\n", + " -1.0022e-03, -1.6003e-03, -2.9830e-03, -6.9749e-04, 2.6021e-03,\n", + " 7.6296e-03, -3.1171e-03, 7.4728e-04, -1.4076e-03, -3.7539e-03,\n", + " 3.1295e-03, -3.0072e-03, -4.0572e-04, -3.8275e-03, 8.0638e-03,\n", + " 1.0790e-03, -8.0044e-03, -5.9716e-03, -4.9287e-04, 5.2971e-03,\n", + " -3.4904e-03, 5.0437e-03, -6.7597e-03, 5.2795e-03, -6.2792e-04,\n", + " 1.5572e-03, -1.0748e-02, 8.6681e-03, 5.2530e-03, -7.9259e-04,\n", + " 4.1247e-03, 5.7562e-03, 1.6704e-03, 1.8165e-03, 1.0173e-02,\n", + " -1.2128e-02, -5.2427e-03, 2.0409e-03, -7.1521e-03, -1.9720e-03,\n", + " 3.4334e-04, 2.2246e-03, 4.6589e-03, -9.2280e-03, 4.1184e-03,\n", + " 5.7624e-03, 4.5186e-03, 1.1339e-02, 2.3686e-03, -2.6594e-03,\n", + " -3.5295e-03, 3.1483e-03, -2.2285e-03, 1.7733e-03, 6.0390e-03,\n", + " -4.5070e-03, -6.6122e-04, 2.6287e-04, -4.0881e-03, -2.6016e-03,\n", + " -1.5992e-03, 1.2946e-02, -5.1533e-03, 1.7519e-03, 8.5993e-03,\n", + " -1.3457e-03, 5.4211e-03, 6.8997e-03, -1.5737e-03, 4.3691e-03,\n", + " 4.4413e-03, -5.0651e-03, -3.0544e-03, -3.7347e-04, -4.5827e-03,\n", + " -8.3630e-04, -2.5575e-03, -4.9778e-03, 9.3016e-03, -4.1158e-03,\n", + " 5.2344e-03, -3.3605e-03, -6.4183e-03, -3.1329e-03, -4.4335e-03,\n", + " 6.0293e-03, -7.9370e-03, -2.2736e-03, -1.2955e-03, 2.2187e-03,\n", + " -2.2986e-03, 6.5840e-03, -4.0940e-03, -1.4016e-03, 2.6759e-03,\n", + " -3.1392e-03, 4.8249e-03, -1.8981e-03, 2.0993e-04, -4.8740e-03,\n", + " 1.3249e-04, 7.8641e-04, 3.4153e-03, 2.8487e-03, -6.0631e-04,\n", + " 4.5089e-03, 1.1371e-03, -4.7340e-03, -9.1283e-03, -2.4335e-03,\n", + " -6.6363e-03, -3.6126e-03, -3.6649e-03, 4.0616e-03, 6.0948e-03,\n", + " 1.0095e-02, 2.2510e-03, 4.5820e-03, -3.5534e-03, 1.2988e-03,\n", + " 2.6603e-03, 5.1994e-03, -2.5577e-03, -3.2454e-03, 5.5617e-03,\n", + " 3.7364e-03, -2.2635e-03, -4.7702e-03, -5.4390e-04, -3.6517e-03,\n", + " 4.2101e-03, 1.0642e-03, 7.9035e-03, -1.1293e-03, -2.7839e-03,\n", + " -5.6322e-03, 2.6490e-04, 2.1525e-03, 1.4891e-03, 1.0607e-02,\n", + " -4.4227e-03, -4.2261e-03, -1.6154e-02, -1.4040e-03, 6.5024e-03,\n", + " 5.5152e-03, -7.0980e-03, 2.2842e-04, -5.2333e-03, 5.5853e-03,\n", + " -1.3156e-03, 4.0778e-03, -8.5845e-03, 3.2263e-04, -4.0613e-03,\n", + " 1.0848e-02, 4.0395e-03, 3.0994e-03, -7.1049e-04, 6.6042e-03,\n", + " 2.1754e-03, -1.1331e-02, -1.4605e-02, 1.1207e-03, 9.2770e-03,\n", + " -7.9655e-03, 6.8227e-03, -3.4564e-03, -6.8266e-03, -1.1763e-02,\n", + " 1.1995e-02, -8.9833e-03, 3.5921e-03, 2.0283e-03, 8.9450e-03,\n", + " 1.5300e-03, 2.6868e-03, 3.9229e-03, -1.8556e-03, -2.2035e-02,\n", + " -1.6732e-02, 1.1018e-02, 9.4328e-04, -2.9249e-03, 2.7719e-03,\n", + " 1.0992e-02, -4.4166e-03, -3.0738e-03, 9.1286e-03, -1.9481e-03,\n", + " -2.2179e-03, 1.8511e-03, 9.2610e-04, -1.4791e-02, -5.8868e-03,\n", + " -7.4093e-04, 6.3656e-03, -6.6316e-03, -1.0364e-02, 2.5863e-03,\n", + " -5.8151e-03, 2.9192e-03, -6.3398e-03, -1.9645e-03, -6.9300e-03,\n", + " 1.4866e-02, -2.5841e-03, 1.9477e-02, 4.8696e-03, 9.5582e-03,\n", + " 1.2214e-02, 7.4713e-03, 2.3840e-03, 5.1540e-03, -6.9205e-03,\n", + " 1.1135e-02, 4.5974e-03, -7.1432e-03, -3.0160e-03, 8.3152e-03,\n", + " -1.4420e-02, 2.9595e-03, -6.3967e-03, 4.0334e-03, -4.9541e-03,\n", + " -4.3201e-03, -1.8934e-03, -2.1565e-02, -7.3732e-03, -3.3527e-03,\n", + " 1.7263e-03, 4.6471e-03, -7.3171e-03, -3.7515e-03, 6.9501e-03,\n", + " -6.6552e-03, 2.2093e-04, -5.7853e-03, -7.0962e-03, 6.4529e-03,\n", + " -7.6430e-03, 6.5924e-03, -2.4543e-03, -6.7676e-04, -4.4349e-03,\n", + " 1.4539e-02, 3.5131e-04, 1.6586e-03, 4.4028e-03, 3.2808e-03,\n", + " 6.9976e-03, -7.2592e-03, -6.4432e-03, 1.4150e-03, -7.7481e-03,\n", + " 1.2922e-03, -1.5928e-03, -5.0782e-03, 1.7602e-04, -5.5456e-03,\n", + " 1.5327e-03, -9.5769e-03, 2.9619e-03, 7.6047e-03, -4.6032e-03,\n", + " -4.4523e-03, -5.2178e-03, 1.4846e-02, 9.7620e-04, 2.3608e-03,\n", + " -1.4634e-03, -2.4513e-03, 6.4284e-03, -1.6828e-03, -2.5102e-03,\n", + " 1.2151e-03, 4.3027e-03, 2.0908e-03, 1.5445e-04, -8.4323e-03,\n", + " 7.4257e-03, -2.8628e-03, 4.7550e-03, -2.9127e-03, 4.9662e-03,\n", + " -6.3313e-03, -1.0529e-02, 7.6072e-03, -7.6190e-03, -1.0754e-02,\n", + " 6.8550e-03, 5.7422e-03, 3.1198e-05, -7.7430e-03, -8.1641e-03,\n", + " 3.9294e-03, -7.4940e-04, -5.8984e-04, -6.9939e-03, -1.9477e-03,\n", + " -7.3148e-03, 4.0242e-03, -4.6901e-04, 3.6592e-03, -5.9084e-03,\n", + " 5.7921e-03, 2.3480e-02, -1.1452e-02, -1.0659e-02, 3.8100e-03,\n", + " -1.2034e-02, -9.7815e-03, -1.7632e-02, -3.3302e-03, 1.6782e-03,\n", + " 7.0468e-03, -4.0884e-03, 7.5114e-03, 1.3719e-02, 5.8457e-03,\n", + " -4.6209e-03, -1.0341e-03, -2.8693e-03, -5.3472e-03, 6.6903e-03,\n", + " 7.2242e-03, 7.0865e-03, -1.2820e-03, 1.7918e-02, -8.8557e-03,\n", + " 4.6244e-03, 4.7741e-03, 9.4395e-04, 1.2661e-03, 1.6341e-02,\n", + " 1.0434e-02, 1.3533e-02, 2.1026e-03, 1.8231e-03, -3.7463e-03,\n", + " 1.5056e-03, 1.2786e-02, -1.2236e-02, 1.1722e-02, -5.6654e-03,\n", + " -1.0062e-02, 1.6478e-03, -5.7537e-03, 5.5735e-03, 3.6610e-03,\n", + " -3.2811e-03, -8.9671e-03, 9.4958e-03, 8.1540e-04, -1.0753e-02,\n", + " 8.1474e-03, -2.3672e-03, 1.2399e-02, -1.0714e-02, -2.3229e-03,\n", + " 4.1645e-03, 8.7689e-03, -1.8756e-03, -3.3093e-03, -1.0230e-02,\n", + " 1.1990e-02, -4.9874e-03, -1.1005e-02, -4.6603e-04, 2.9095e-03,\n", + " -2.4737e-03, 1.0091e-03, -3.5922e-03, -3.8659e-03, 9.9002e-03,\n", + " 1.6129e-04, 1.8465e-03, -4.1638e-03, 2.2505e-03, -1.7540e-03,\n", + " 7.1755e-03, -1.4535e-03, 1.2793e-04, 1.0095e-03, 7.5493e-03,\n", + " -4.2152e-03, -4.7085e-03, 2.0163e-03, 3.1765e-03, 5.4303e-03,\n", + " 4.1548e-03, -2.3893e-03, -1.6012e-03, -1.9725e-03, -5.7064e-03,\n", + " 7.5328e-04, 2.3737e-03, 1.1296e-03, 2.1506e-03, -1.9043e-04,\n", + " -7.1720e-05, -3.3824e-03, -1.1684e-03, -4.7213e-03, -1.2236e-02,\n", + " -6.1418e-04, 2.1929e-03, 1.6242e-03, 3.5141e-03, -3.0162e-03,\n", + " 1.4377e-03, 2.2871e-03, -3.4077e-03, -5.0907e-03, -1.6790e-03,\n", + " -7.6882e-03, 5.4499e-03, 2.6872e-03, 2.1042e-03, 5.8136e-03,\n", + " -7.7307e-03, 2.9835e-03, -2.8981e-03, -1.0854e-03, 5.6781e-03,\n", + " -1.1336e-03, 5.1574e-03, 9.9243e-03, -1.0162e-02, -1.6332e-03,\n", + " -2.0570e-03, -2.1694e-03, 4.1583e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.3350e-02, -1.2241e-02, -5.1834e-03, -2.3253e-03, 1.4861e-03,\n", + " 2.4383e-02, -4.7029e-03, 6.1049e-03, 1.6735e-02, -2.8792e-02,\n", + " -1.6313e-02, -3.6831e-02, 6.2654e-04, 3.4270e-03, 1.6318e-03,\n", + " -4.7612e-03, -3.6793e-03, -1.4869e-02, -1.9048e-02, -5.8014e-03,\n", + " -1.2619e-02, 5.6017e-03, -5.6833e-03, -5.0335e-03, -6.2400e-03,\n", + " 3.1298e-03, -1.5889e-02, -2.4703e-03, -3.7229e-03, -6.2011e-05,\n", + " -2.4154e-02, -8.4109e-03, -1.9645e-02, 1.0948e-02, -2.9129e-03,\n", + " 1.0527e-02, 1.1648e-02, -1.1574e-02, 4.0845e-03, 1.2072e-02,\n", + " 2.0569e-03, 2.8987e-03, 2.9153e-02, -3.9385e-04, 2.3153e-02,\n", + " -9.0909e-04, 4.7908e-03, 3.4791e-03, 1.1528e-02, 5.4078e-03,\n", + " -8.7105e-03, -1.1281e-02, -2.9433e-03, 4.6126e-03, -9.6811e-03,\n", + " -8.9111e-03, 3.1745e-03, -2.2809e-02, -8.3955e-03, -1.2113e-02,\n", + " -1.1042e-02, -2.8629e-03, 5.8608e-03, 2.0203e-02, 2.6668e-04,\n", + " 1.9300e-02, -1.1342e-03, -2.2901e-02, -6.4364e-02, -3.3167e-04,\n", + " -2.8583e-02, 1.5488e-04, 9.3850e-03, 1.6857e-02, -5.6285e-02,\n", + " 1.1561e-02, 6.7098e-03, -3.8285e-02, 2.4469e-02, 5.0906e-04,\n", + " -1.3732e-02, -3.2334e-02, -5.6922e-03, -9.0804e-03, -2.1825e-03,\n", + " 7.3159e-03, -1.7027e-02, 1.0637e-02, -1.9983e-02, -1.3757e-02,\n", + " 2.3911e-02, 1.8017e-03, 4.4301e-03, -3.0852e-04, -3.3880e-03,\n", + " 1.3912e-03, 2.8033e-02, 1.1536e-02, 9.2376e-04, -2.7181e-02,\n", + " 1.7142e-02, -1.7371e-02, 9.5090e-03, 6.5369e-04, 1.1548e-02,\n", + " 3.7717e-02, 4.0399e-02, 1.6682e-02, -4.0748e-02, 4.7523e-03,\n", + " -2.4130e-03, 1.5916e-02, -1.4287e-03, -3.4652e-02, -1.2213e-02,\n", + " -3.7741e-02, -3.3402e-02, 2.4532e-02, -1.0940e-02, -8.0124e-03,\n", + " -1.4722e-02, 1.7045e-02, -1.7671e-02, -2.1977e-02, 2.0841e-03,\n", + " 9.9653e-03, 2.3066e-03, -1.2506e-02, 3.1778e-02, -9.0424e-03,\n", + " -2.9688e-02, 1.7219e-02, -3.6268e-02, 3.3124e-02, -1.9548e-02,\n", + " -1.4086e-02, 4.6025e-04, 4.3928e-03, 2.7029e-02, -1.1392e-02,\n", + " -6.4204e-03, -2.2280e-02, 6.3656e-04, 3.3273e-03, -1.3519e-02,\n", + " 3.0293e-02, -1.4113e-03, 2.2032e-02, 1.7443e-02, 9.8677e-03,\n", + " 1.4074e-02, 1.9211e-02, -4.0963e-03, -4.5703e-03, 3.9457e-03,\n", + " -2.7532e-03, 4.1846e-02, -7.6351e-03, 7.2277e-04, -3.0766e-02,\n", + " -1.0882e-02, -1.5692e-02, 1.4736e-02, -1.6786e-02, 4.0584e-03,\n", + " -4.6403e-03, -2.2499e-02, 3.1056e-02, 2.2250e-02, -2.0192e-02,\n", + " 6.5615e-03, 1.8398e-02, 5.5014e-03, -8.5460e-03, 8.8002e-03,\n", + " 1.7165e-02, 1.2593e-02, 2.3666e-03, -2.8021e-02, 3.7259e-03,\n", + " 1.2558e-02, 1.0195e-02, 2.2687e-02, 3.8066e-03, -3.1303e-02,\n", + " -2.0709e-02, 5.7161e-03, 2.0312e-02, -1.5804e-02, 1.9810e-02,\n", + " -2.4154e-03, -2.0503e-02, 1.7852e-02, -2.5597e-02, 9.0242e-04,\n", + " -3.3668e-02, -3.6108e-03, 4.2357e-04, -3.4844e-03, -2.9928e-02,\n", + " 3.3270e-03, -3.8828e-02, -3.4625e-03, -1.0708e-02, 5.3690e-02,\n", + " -1.1361e-02, 1.3236e-02, -5.9697e-03, 2.3299e-02, -2.2907e-03,\n", + " -1.1507e-02, -1.5089e-02, 2.3709e-03, 3.6263e-03, -2.1374e-03,\n", + " 8.8470e-03, -2.3885e-02, -5.0407e-03, -4.2979e-02, -4.9424e-03,\n", + " 1.1059e-02, -2.1954e-02, 3.4234e-03, -1.9271e-02, -1.3620e-02,\n", + " 4.3213e-03, 1.5615e-02, 1.3805e-03, 5.1108e-02, -9.8081e-03,\n", + " -9.4055e-03, 7.5806e-03, -1.2106e-02, 1.8464e-02, 6.3217e-03,\n", + " 1.2373e-03, 6.1405e-02, -2.4513e-03, -1.6544e-03, -2.1221e-02,\n", + " 3.2381e-03, -1.2077e-02, -1.1435e-02, -1.1793e-02, 2.4057e-04,\n", + " -1.7033e-02, 1.0072e-02, -1.1155e-02, 5.4494e-02, 1.2625e-02,\n", + " 4.2714e-03, -5.5552e-03, 5.1022e-02, -6.3836e-03, 1.1153e-02,\n", + " 8.4355e-03, -1.2189e-02, 1.0992e-02, -9.7256e-04, -2.2125e-04,\n", + " -2.4779e-02, 4.4409e-02, 1.2747e-02, 1.6033e-03, -2.0174e-02,\n", + " -7.9164e-03, -7.6956e-04, -2.8494e-02, -1.0824e-02, -2.1369e-03,\n", + " -1.9371e-02, 1.3256e-02, 2.7234e-02, -1.6288e-02, 3.3539e-02,\n", + " 6.6427e-03, 2.3452e-03, 2.1147e-02, -3.7630e-02, -2.3931e-02,\n", + " -2.6740e-02, 9.9008e-04, -2.7346e-02, -2.3854e-02, 8.1214e-03,\n", + " 1.0071e-02, 1.8965e-02, -3.5950e-02, -7.5781e-03, -8.6459e-03,\n", + " -1.8457e-02, 9.8906e-03, -2.4546e-02, 2.2530e-02, 4.9579e-03,\n", + " 3.5609e-03, -4.3660e-03, 3.9109e-03, -2.6452e-03, 1.5502e-02,\n", + " -1.0225e-02, -2.8940e-02, -3.3159e-02, 3.8494e-03, -8.6620e-03,\n", + " -8.2316e-03, -2.6441e-02, -2.1966e-02, 2.0637e-03, 2.9648e-02,\n", + " 1.2465e-02, -1.1413e-02, 3.5648e-03, 1.7074e-02, 5.8724e-03,\n", + " 3.3044e-03, 3.3953e-02, 3.3598e-03, -2.3500e-02, -3.7845e-02,\n", + " -7.3611e-03, -1.1997e-02, 5.1268e-03, -4.8742e-03, -4.6476e-03,\n", + " 4.1273e-03, 1.4692e-03, 2.2300e-02, -6.4788e-03, 3.5085e-02,\n", + " -1.1673e-02, 2.7537e-02, 2.2329e-02, -7.8740e-03, 2.7090e-02,\n", + " 3.8967e-02, -6.5245e-03, -2.5078e-02, -5.4266e-02, -7.2810e-03,\n", + " 2.2777e-02, -4.1299e-02, -2.3387e-02, -3.6107e-03, -1.0980e-02,\n", + " -1.7981e-03, -4.0899e-03, 3.2738e-02, 3.7847e-03, -3.9175e-03,\n", + " 1.4053e-02, 2.2559e-02, 5.4679e-03, 1.4589e-02, -8.9432e-03,\n", + " 5.9774e-03, -3.9494e-02, 3.7443e-02, -1.5772e-02, -4.9468e-02,\n", + " -4.0126e-02, 3.6735e-02, -3.1785e-02, 7.3212e-03, 3.5100e-02,\n", + " 3.5659e-02, -5.3211e-03, -1.4792e-02, -2.4156e-02, 4.7360e-02,\n", + " -6.0169e-03, 4.6755e-02, 1.6771e-02, 1.8297e-02, -3.0379e-02,\n", + " -3.2600e-03, -1.6084e-02, -3.2488e-02, 1.1818e-02, 6.6291e-03,\n", + " -3.5752e-02, -1.4779e-02, 2.8962e-02, 2.3775e-02, -3.3525e-03,\n", + " 3.5023e-02, 2.0849e-02, 4.6085e-03, 1.2365e-02, -1.0929e-02,\n", + " 1.3178e-02, 1.4053e-02, -8.0204e-03, -2.1090e-02, -6.8489e-04,\n", + " -5.3866e-04, -2.7979e-02, 1.1940e-02, 4.5396e-03, -1.4660e-02,\n", + " 7.4962e-03, -1.0116e-02, 1.9435e-02, 1.9432e-02, -1.3252e-02,\n", + " 9.2515e-03, -1.5563e-03, -1.5905e-02, -4.1010e-03, -5.9906e-03,\n", + " 1.0174e-02, 2.2275e-02, -2.6958e-03, 1.8835e-02, 3.9279e-03,\n", + " -2.0716e-03, -1.5407e-02, 2.1015e-03, 2.7672e-02, 6.2282e-03,\n", + " -3.3398e-02, -1.8011e-02, 5.2867e-03, -1.4992e-03, 7.9753e-03,\n", + " 1.6238e-02, 3.2268e-02, -1.0238e-02, 6.3883e-03, -3.7444e-02,\n", + " 7.4858e-03, -2.5848e-02, 8.0738e-03, -2.1964e-03, 7.1654e-03,\n", + " -1.1526e-02, 9.9002e-03, -1.3438e-02, -1.0952e-02, -3.8715e-03,\n", + " 1.2619e-02, -1.3798e-02, 1.7650e-02, -3.3050e-03, 1.0870e-02,\n", + " 3.4690e-03, 2.6517e-02, 8.8734e-03, 1.9271e-02, 7.3693e-04,\n", + " 4.1614e-03, -2.5147e-03, 3.9508e-02, -4.7983e-03, -5.4129e-04,\n", + " 5.4280e-03, -1.1971e-02, 8.5920e-03, -1.2053e-02, 1.9232e-02,\n", + " -7.3664e-05, -1.7381e-02, 7.5337e-03, 2.4862e-02, 2.9259e-03,\n", + " 1.2019e-03, -9.8528e-03, 1.6792e-02, -2.6678e-03, -1.5878e-02,\n", + " -2.1041e-02, -6.3805e-03, -6.9587e-03, -2.1100e-02, -1.0129e-04,\n", + " -5.4150e-03, -7.0084e-03, -9.3394e-03, -7.5228e-03, 8.7705e-03,\n", + " 6.0878e-03, -1.9423e-04, 1.9369e-03, -1.2755e-02, 1.2534e-02,\n", + " -1.1064e-03, -3.3061e-03, -1.1506e-02, 2.5097e-02, -4.4739e-03,\n", + " 8.2340e-03, 3.8356e-03, -1.0637e-02, 1.0431e-02, -7.6940e-03,\n", + " 3.4094e-02, -1.9006e-02, -1.4190e-02, -9.4534e-03, 1.5433e-02,\n", + " 2.2639e-02, -8.4075e-03, 4.1798e-03, -2.7385e-03, -1.4367e-02,\n", + " 8.3901e-04, -1.5439e-02, 4.2996e-03, -1.2589e-02, -2.4563e-02,\n", + " -6.3441e-03, 1.9945e-02, -5.8661e-03, -1.5402e-03, -2.0664e-02,\n", + " 3.9834e-02, -3.1669e-02, -1.9658e-02, -1.1395e-02, 2.0143e-02,\n", + " 3.2890e-03, -1.3892e-02, -1.0237e-02, -2.6989e-03, 2.5444e-02,\n", + " -1.8715e-02, -8.0069e-03, 1.4096e-02, -1.5161e-02, 3.0440e-02,\n", + " -3.0488e-04, -2.3883e-02, 7.0899e-03, 4.7084e-03, 2.2949e-02,\n", + " 8.6598e-03, 4.1352e-04, 2.6105e-02, 9.0844e-03, 1.3375e-02,\n", + " -7.4720e-03, 7.3067e-03, -1.3735e-02, 2.7024e-02, -1.7361e-02,\n", + " 1.8375e-03, 1.1599e-02, -1.1105e-02, 3.7823e-03, -9.2205e-03,\n", + " 4.6223e-02, -1.9127e-02, 1.9189e-02, 1.0097e-02, -3.3858e-03,\n", + " -1.0670e-02, 5.7493e-03, 3.8072e-02, 6.9636e-03, 5.7692e-03,\n", + " 1.8001e-02, 7.4425e-03, 1.7608e-02, 9.7360e-03, -2.7646e-02,\n", + " -2.2686e-03, 2.9473e-02, -3.3328e-02, -1.2251e-02, -1.1919e-02,\n", + " -5.6746e-02, 1.7907e-03, -4.4066e-03, -7.9811e-03, 1.1460e-02,\n", + " -5.3590e-03, 1.7584e-02, 1.5756e-02, -1.1133e-02, 3.1208e-01,\n", + " -2.4096e-02, 2.8343e-02, -3.0667e-02, -4.8228e-03, -1.6304e-02,\n", + " -1.9903e-02, -4.8650e-03, 2.0380e-02, -2.1612e-02, 9.0872e-03,\n", + " -3.1869e-02, -9.8240e-03, -7.4756e-03, 2.6078e-02, 1.0598e-02,\n", + " 1.2212e-04, 4.0564e-02, -4.1712e-03, 4.2271e-02, -4.7329e-03,\n", + " -2.3388e-03, -8.0900e-03, -5.5501e-03, -4.7973e-02, 3.3132e-02,\n", + " -1.7225e-02, -3.2194e-02, 2.7837e-02, 2.6286e-02, -1.6921e-02,\n", + " 2.7160e-02, 2.0210e-02, 6.0572e-03, -2.5566e-02, -1.9623e-02,\n", + " -6.1731e-02, -8.2240e-03, 1.0292e-01, -1.8236e-03, -1.0839e-02,\n", + " -3.0355e-02, 2.5934e-02, -5.8327e-03, 8.0007e-02, 2.7361e-03,\n", + " -5.9362e-02, -1.9896e-02, 1.7799e-03, 5.1742e-02, -1.7130e-02,\n", + " -5.8778e-03, -5.7954e-03, -6.4293e-04, 1.6602e-03, -2.0990e-03,\n", + " 6.0152e-03, 4.4852e-03, 1.7768e-02, 4.4185e-02, -7.0068e-03,\n", + " 6.1747e-02, 3.7667e-03, 3.3048e-02, -5.7623e-02, 5.1362e-02,\n", + " 5.7330e-02, 8.5334e-03, 9.9657e-03, -7.3546e-02, 3.5630e-03,\n", + " -6.1687e-02, 6.6658e-03, -4.8955e-02, 5.3323e-02, -3.5615e-02,\n", + " 9.5301e-02, 4.8338e-02, 6.3920e-03, 2.8649e-01, 1.7050e-02,\n", + " -5.9446e-03, 1.8573e-02, 4.7815e-02, -1.8460e-02, -2.9367e-02,\n", + " 1.4993e-02, 1.7570e-02, 2.4561e-02, -3.2951e-02, 1.3119e-02,\n", + " 5.0560e-02, 2.0162e-02, -2.7622e-02, 2.5742e-02, 2.8182e-02,\n", + " 1.2996e-02, -4.2638e-02, -7.5663e-03, 3.5703e-02, -6.0723e-02,\n", + " 2.1300e-02, 3.4943e-02, -6.2974e-04, -3.7361e-02, 5.2900e-02,\n", + " -6.1594e-02, 3.2781e-02, -2.0503e-01, -2.5231e-02, -1.0963e-03,\n", + " 1.2461e-02, 5.9430e-02, 8.4552e-03, 2.7990e-02, 4.2736e-02,\n", + " -1.2145e-02, 9.0404e-02, 3.8170e-03, -2.7388e-02, -3.7823e-02,\n", + " -1.2776e-02, -4.0615e-02, -7.6104e-02, 1.8005e-02, 4.7835e-02,\n", + " 3.8667e-02, -4.6616e-03, 7.9669e-03, -1.3632e-02, -1.3153e-02,\n", + " -8.3480e-03, 1.6806e-02, 2.2840e-03, -7.7260e-02, 1.1119e-02,\n", + " 1.9525e-02, -8.9720e-03, -2.6748e-02, 1.0277e-02, 3.2629e-02,\n", + " 4.8386e-04, 2.5005e-02, -8.8469e-03, 1.1591e-04, 2.8634e-02,\n", + " 9.2881e-04, -3.1760e-04, 4.3160e-02, 5.9586e-02, 1.2318e-02,\n", + " 5.0292e-03, 1.9436e-02, 3.6148e-02, -1.9931e-02, 1.8233e-02,\n", + " 1.7020e-02, -4.1668e-02, -6.2599e-03, -2.9462e-02, -1.9060e-02,\n", + " 1.9530e-02, 2.2143e-02, -2.4947e-02, -1.1921e-02, 4.1980e-02,\n", + " -3.8685e-02, -1.6653e-02, -2.3361e-02, 1.9460e-02, 2.4227e-03,\n", + " -1.1087e-02, -1.9763e-02, 6.8009e-03, -3.4660e-02, -4.3289e-02,\n", + " 2.7568e-02, -1.1938e-02, 2.6142e-02, 3.4023e-02, -2.6506e-02,\n", + " -1.2851e-02, 4.0560e-02, -1.3137e-03, 8.5345e-03, 5.7082e-02,\n", + " 2.4541e-02, -2.3473e-03, -1.3259e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.0892e-02, 1.4581e-02, 5.2178e-02, 3.2427e-02, 9.0755e-03,\n", + " 1.7235e-02, 2.0646e-02, -6.7698e-02, 3.2617e-02, 6.3936e-02,\n", + " -2.9528e-02, -6.8492e-02, -6.2344e-02, -1.7486e-02, -5.9062e-02,\n", + " -2.5247e-02, 5.6301e-02, 6.8733e-02, 1.0162e-02, -2.7728e-03,\n", + " -2.0946e-02, -1.8208e-03, -2.1162e-02, -4.0140e-04, 3.5422e-02,\n", + " -5.5056e-02, -2.2358e-02, -1.0222e-01, 1.3521e-01, 1.6311e-02,\n", + " -2.8985e-02, 8.1744e-04, -1.9793e-02, -3.8421e-02, 5.3359e-02,\n", + " 4.7995e-02, 3.3254e-02, -8.5054e-02, 1.7392e-02, 5.2654e-02,\n", + " -3.2327e-02, -5.7849e-02, 1.4949e-02, -1.4949e-02, -6.5015e-02,\n", + " 4.0730e-02, 9.1089e-04, 5.0172e-02, 2.3568e-02, 5.1360e-02,\n", + " 3.4443e-02, -5.7045e-02, -3.5161e-02, 7.8529e-02, -1.3442e-02,\n", + " -3.6983e-02, -1.4802e-03, -1.1268e-01, -1.1230e-01, -9.6571e-02,\n", + " -7.7426e-02, 5.1586e-02, -3.9240e-02, -1.5870e-03, 1.1021e-02,\n", + " 2.7221e-02, -2.7394e-02, 7.7830e-02, -7.5311e-02, 4.6090e-02,\n", + " 4.1387e-02, 5.0997e-02, -7.1214e-03, 6.9350e-02, -1.3009e-02,\n", + " 8.3123e-02, -1.1354e-01, -2.7026e-02, 1.3274e-02, -6.6857e-02,\n", + " -5.7783e-03, -1.5848e-02, 2.7606e-02, -2.0850e-02, 4.1069e-02,\n", + " 9.5667e-02, -2.0576e-02, 5.0873e-02, 8.3961e-03, -1.2340e-01,\n", + " 7.9257e-02, -3.2330e-02, -4.6895e-02, -5.3333e-02, -3.0789e-02,\n", + " 8.2158e-02, 7.2134e-02, 1.5064e-02, -5.7358e-02, -2.5067e-02,\n", + " -1.8453e-02, -9.2287e-03, 8.1361e-02, 2.8929e-02, 9.3228e-02,\n", + " -2.8824e-04, -2.8693e-03, 1.8632e-03, -5.6384e-02, 1.1106e-01,\n", + " -3.0974e-02, -3.2911e-02, -5.1712e-04, -4.1277e-02, 7.0639e-02,\n", + " -9.0394e-03, -6.7880e-02, -1.3179e-02, -1.0409e-01, 9.2444e-02,\n", + " -1.2056e-01, -1.2725e-01, 7.3052e-02, -4.2166e-02, 7.7886e-02,\n", + " 4.5971e-02, -6.5357e-02, -5.2375e-02, -7.9467e-02, 6.0088e-03,\n", + " -3.2759e-02, -2.9180e-02, 2.9531e-02, 3.3492e-02, 1.9331e-02,\n", + " 5.2533e-03, -2.0435e-02, -1.0799e-01, -2.3617e-02, 1.3732e-01,\n", + " 4.9843e-02, -5.9347e-02, -1.2239e-02, 9.1236e-02, 3.9073e-02,\n", + " -5.0441e-03, 7.5347e-03, -4.2826e-02, -2.5074e-02, -3.0532e-02,\n", + " 1.4856e-03, -5.0177e-02, 8.0562e-02, -4.2207e-02, -2.8751e-02,\n", + " 3.3561e-02, -4.8978e-02, 1.0547e-02, 9.3902e-03, -1.9776e-02,\n", + " -5.9157e-02, 5.9073e-02, 7.4639e-02, 6.3760e-02, 5.2904e-02,\n", + " 1.7901e-02, 2.5094e-02, 1.3242e-02, -5.6727e-02, -2.9134e-02,\n", + " 4.4717e-02, 6.9400e-02, -1.0351e-02, -4.7245e-02, -1.3407e-02,\n", + " 3.5892e-02, 1.9198e-02, 2.3338e-02, -2.2931e-02, -5.8357e-02,\n", + " 5.8553e-02, -1.2811e-03, -2.0910e-03, 1.4439e-02, -2.7511e-02,\n", + " 7.6866e-02, -6.3143e-02, -4.8660e-02, 5.5004e-02, -1.1831e-02,\n", + " -2.6315e-02, -6.6688e-03, 2.2683e-02, -1.8516e-02, 6.5799e-02,\n", + " 1.8756e-02, 1.8666e-03, -2.0149e-03, 4.3476e-03, -1.5934e-01,\n", + " 3.5778e-02, 8.7093e-02, 3.2087e-02, 6.0228e-02, 1.0112e-01,\n", + " -5.2062e-02, 2.7203e-02, -3.5474e-02, -5.5620e-02, 3.0349e-02,\n", + " 1.1250e-01, 3.0037e-02, -5.1676e-02, -7.3373e-03, -6.5133e-02,\n", + " 6.0811e-02, 7.1677e-04, 3.6659e-02, 3.1376e-03, -2.9379e-02,\n", + " -5.5007e-02, 3.8681e-03, -6.3766e-02, 3.3072e-03, 4.5808e-02,\n", + " -3.2994e-02, 1.8079e-02, 5.8690e-02, -1.3152e-02, 7.5456e-02,\n", + " -2.2464e-02, 1.3650e-02, 1.6386e-02, -7.0047e-02, -1.7981e-02,\n", + " -9.0752e-04, -4.2863e-02, 2.1620e-03, -1.2388e-02, -7.9525e-02,\n", + " -7.3754e-02, -4.6685e-02, 5.9819e-02, -5.7041e-02, 9.1596e-02,\n", + " 9.1880e-02, 1.6060e-02, -3.1605e-02, -4.2121e-02, -6.0814e-03,\n", + " 7.3915e-02, -2.8001e-02, 5.3165e-02, -7.3249e-02, -1.7641e-02,\n", + " 5.6498e-02, 7.0367e-02, 2.4056e-02, -3.8064e-02, -1.4537e-01,\n", + " -5.2005e-02, -8.4566e-02, 1.4764e-02, 7.3969e-02, -9.6559e-02,\n", + " 2.6615e-02, 1.4318e-02, -1.0139e-02, -2.9510e-02, -4.9098e-02,\n", + " -3.9822e-02, -7.7730e-03, -4.1342e-02, 4.5577e-02, -6.7131e-03,\n", + " 1.4507e-02, 2.3011e-02, 5.7859e-02, -1.9657e-02, -5.1393e-02,\n", + " 6.0033e-02, -5.2804e-02, 2.4703e-02, 1.3052e-01, 5.4510e-02,\n", + " 5.2455e-02, -2.7487e-02, 6.8886e-02, 5.9078e-02, -1.1941e-01,\n", + " 5.0630e-02, -1.9179e-02, -2.5573e-03, 2.8877e-03, 1.9306e-02,\n", + " 1.2447e-02, 2.6892e-02, -6.4421e-03, 5.4110e-02, -3.7954e-02,\n", + " -8.2794e-02, -1.6445e-02, 5.4632e-02, -3.2233e-02, -3.4849e-02,\n", + " 2.3452e-03, -4.0024e-02, -7.1535e-02, 1.6524e-01, -4.6903e-02,\n", + " 2.4021e-02, -2.4586e-02, 3.1408e-02, -3.8794e-02, -1.8283e-02,\n", + " 4.2810e-02, 5.2866e-02, 1.4086e-02, 6.4905e-02, -7.7743e-02,\n", + " 6.2260e-03, 2.1117e-02, -4.5459e-03, -4.8708e-03, -3.7715e-02,\n", + " 4.7391e-02, -1.0938e-01, -6.5166e-02, 4.5260e-02, -9.5262e-02,\n", + " 9.7321e-02, 5.9654e-02, 8.8644e-02, -3.2164e-02, -1.2933e-02,\n", + " -2.9637e-02, 9.3893e-02, 4.0554e-02, -1.0622e-02, -5.7201e-02,\n", + " 4.2969e-03, 7.0861e-03, -9.6170e-02, 3.7326e-02, 3.3799e-02,\n", + " -5.9956e-02, -2.9817e-02, -2.8683e-02, 9.9239e-02, 5.3635e-02,\n", + " 3.9613e-02, -5.9194e-02, -4.4001e-02, -2.9719e-02, -3.5824e-02,\n", + " -3.0731e-02, -4.2629e-03, 1.2197e-02, 6.2746e-02, 8.1705e-02,\n", + " -7.2084e-02, 3.4645e-02, -3.8355e-02, -2.8130e-04, -2.6216e-02,\n", + " -5.1130e-03, 1.3602e-02, -5.0607e-02, -1.7180e-02, 3.7643e-02,\n", + " 2.1187e-02, -4.5912e-02, 4.5527e-02, -1.2564e-02, 6.1764e-02,\n", + " 2.4257e-03, 6.4579e-02, 7.0490e-02, 7.2041e-02, -5.5656e-02,\n", + " -3.8987e-02, -6.8683e-02, 2.9099e-02, 7.3828e-02, 3.8526e-02,\n", + " 1.6351e-03, -1.6925e-02, 4.2856e-02, 1.0524e-01, -7.8026e-02,\n", + " -1.2301e-02, 5.7765e-03, -1.3900e-02, 5.2729e-02, 7.8067e-02,\n", + " -2.7313e-02, 3.9033e-02, -3.2429e-04, 5.0410e-02, 2.3798e-02,\n", + " -7.5117e-02, 4.4745e-02, 2.5193e-03, -5.6575e-02, 4.9092e-03,\n", + " 8.8590e-02, 7.6156e-02, -1.0246e-02, -5.4952e-03, 5.9665e-02,\n", + " -1.6523e-03, 2.7249e-02, 2.5833e-02, 5.0859e-03, -3.9611e-02,\n", + " -7.5411e-02, -3.1980e-02, -5.9673e-02, -5.1215e-02, 1.3116e-02,\n", + " 4.3019e-02, 2.8778e-02, 2.9528e-02, 1.0651e-01, 6.5098e-03,\n", + " -8.2781e-03, 3.4962e-02, 8.1117e-02, 5.7154e-02, 7.2445e-02,\n", + " -3.3766e-02, -9.1045e-03, 1.8320e-02, -8.2018e-02, 5.8345e-02,\n", + " 2.1936e-02, -6.4909e-02, 1.8683e-02, -5.8835e-02, 6.0066e-02,\n", + " -4.2750e-02, -1.5680e-02, -1.6467e-02, -9.0445e-02, -6.7726e-02,\n", + " -1.1713e-02, 3.0684e-02, 1.5820e-01, 1.9098e-02, 7.6610e-02,\n", + " -2.4732e-02, -1.5154e-02, -1.5696e-02, 2.2714e-03, 6.1276e-02,\n", + " -1.4627e-02, 1.7204e-02, 3.3882e-03, -3.7080e-03, -2.4509e-02,\n", + " -5.3459e-02, 2.3667e-02, -3.8822e-02, -4.6559e-02, -6.4898e-02,\n", + " 3.5302e-02, 1.5338e-02, -3.2683e-02, -2.6005e-02, 1.3505e-01,\n", + " 1.9067e-03, 2.2332e-02, 1.7037e-02, -2.0748e-02, 6.2439e-02,\n", + " -3.1304e-02, -2.6837e-03, -7.9760e-03, 2.6613e-02, -8.0957e-02,\n", + " -5.7677e-02, 2.4708e-02, -3.9664e-02, -3.4810e-02, 1.3357e-02,\n", + " 1.9606e-02, 1.3373e-02, 1.4712e-02, -9.2969e-02, -2.6608e-02,\n", + " -5.3597e-02, -2.2018e-02, 3.7111e-02, 4.9822e-02, 3.3201e-02,\n", + " 3.9872e-02, 6.1973e-02, -8.2073e-03, -7.9960e-02, 6.4323e-02,\n", + " -2.3556e-03, -7.1839e-03, 9.2693e-02, 9.5977e-02, 1.0704e-01,\n", + " 4.9037e-02, 7.5860e-03, 6.7053e-02, 6.6983e-02, -2.8582e-03,\n", + " 8.9961e-02, 4.0942e-02, 2.3129e-02, 1.0699e-02, 1.4260e-02,\n", + " -4.4503e-02, 2.5924e-02, -4.0943e-02, -1.3068e-02, -3.0376e-03,\n", + " 5.5619e-04, 5.9614e-02, 1.3245e-01, -3.7176e-02, 2.3497e-02,\n", + " -4.7790e-02, -3.7709e-02, 7.1525e-02, -5.2302e-02, 3.5674e-03,\n", + " 7.6931e-02, -8.2258e-02, -8.1030e-02, 1.8713e-02, 1.0855e-01,\n", + " -3.6092e-02, 9.0499e-03, -3.5563e-02, 2.9656e-02, 4.4297e-02,\n", + " 5.8723e-02, -1.0365e-02, -5.9076e-03, -2.3744e-02, 6.6937e-02,\n", + " -6.2524e-02, -8.5992e-02, -1.9669e-02, -1.0131e-01, 3.5852e-02,\n", + " -4.3871e-02, -5.5250e-02, 1.2461e-02, -3.0062e-02, -3.1245e-02,\n", + " 2.8605e-02, -2.3917e-02, -8.1261e-02, 1.7011e-02, 2.6904e-03,\n", + " -2.9471e-04, 4.4519e-02, -4.7425e-02, -1.8492e-02, -4.2875e-02,\n", + " -9.2438e-03, 1.8411e-02, -6.9932e-02, -3.3733e-02, 5.4822e-02,\n", + " 1.4044e-01, -1.0477e-01, -3.1525e-02, 6.8818e-03, 4.5576e-02,\n", + " 7.7821e-02, -2.8519e-02, 2.3382e-02, 2.9528e-03, -1.9813e-02,\n", + " 4.5057e-02, -1.9628e-02, -7.7812e-02, -6.3258e-03, -6.5136e-03,\n", + " -8.7933e-02, -1.2530e-02, 6.2591e-02, 9.4201e-02, -1.3093e-01,\n", + " -6.2649e-02, -1.2104e-01, 5.3931e-02, 1.1604e-01, 1.8564e-03,\n", + " -4.7559e-02, -2.1847e-02, -6.6490e-02, -6.1510e-02, 4.1458e-02,\n", + " -4.9599e-02, -3.9659e-02, -6.2780e-02, -8.4143e-03, -4.1884e-02,\n", + " -2.0940e-02, 1.0105e-01, 1.7882e-02, 2.9150e-02, -4.0877e-02,\n", + " 8.3482e-02, -2.7060e-02, 3.5187e-02, 4.1169e-02, 2.0740e-03,\n", + " 1.8161e-02, -3.1213e-02, 4.6555e-02, -7.9089e-02, 3.2327e-02,\n", + " -7.3387e-02, -5.6379e-02, 3.5156e-02, -1.1243e-02, 2.8098e-02,\n", + " 3.1412e-02, -3.4645e-02, 1.1851e-01, -5.5234e-02, 4.6259e-02,\n", + " 2.8351e-02, -5.9274e-03, 3.7936e-02, -1.1003e-02, 2.9300e-02,\n", + " 1.9918e-02, 3.4457e-02, 3.1025e-02, -9.9828e-02, -4.9896e-02,\n", + " -5.4747e-02, -5.8652e-02, 3.5006e-02, 7.4691e-02, -7.5890e-02,\n", + " 1.1201e-01, 3.6170e-02, -4.1594e-02, 1.5267e-02, 6.0655e-02,\n", + " -9.1602e-03, -6.9869e-02, 6.4298e-02, -6.5510e-02, -1.7300e-02,\n", + " -1.5735e-02, 1.0415e-01, -1.0910e-02, -5.1661e-02, 6.2106e-02,\n", + " -3.9600e-02, -1.2046e-01, -1.9290e-02, 1.3820e-02, -3.4411e-02,\n", + " 6.9219e-02, 6.3657e-02, -5.5638e-02, 3.5550e-02, -2.7452e-02,\n", + " -6.1564e-02, -3.3839e-02, -1.1769e-02, -1.1679e-02, -1.6722e-02,\n", + " -7.1706e-02, -6.5493e-02, -3.8774e-02, -3.5779e-02, -1.1088e-02,\n", + " 6.3480e-02, 5.5690e-03, -4.1589e-02, -9.5483e-03, -2.5484e-02,\n", + " -2.3603e-02, -3.1703e-02, -3.7608e-02, -1.0983e-01, 6.1890e-02,\n", + " 4.0341e-02, 4.6595e-02, 1.3212e-02, -1.6557e-02, 1.5432e-02,\n", + " -6.6244e-02, 2.0731e-02, 4.1107e-02, -1.4365e-03, -1.4386e-01,\n", + " -3.3741e-02, -1.2296e-02, 1.8228e-02, -5.6243e-02, -4.5491e-02,\n", + " 2.7531e-02, 5.5782e-02, 9.1378e-02, -9.8210e-02, -9.5262e-02,\n", + " 3.3941e-02, 5.0438e-02, 6.0573e-02, 1.9269e-02, 1.0136e-01,\n", + " 1.7447e-02, 1.5591e-01, 1.0359e-02, -3.8702e-02, -1.8036e-02,\n", + " -4.9068e-02, -7.4784e-03, -1.6350e-05, 3.6517e-02, -3.1697e-03,\n", + " 2.3160e-02, 8.5653e-02, 3.6728e-02, -5.4213e-02, -9.1739e-03,\n", + " -8.6926e-03, -5.3458e-03, -1.8571e-03, -5.0580e-03, -4.9067e-02,\n", + " 3.6895e-02, -7.1525e-03, -5.3874e-02, 5.9427e-02, -5.6298e-02,\n", + " -1.3438e-02, 1.0379e-02, -1.9125e-02, 1.8766e-02, -6.2316e-02,\n", + " -1.1205e-02, -6.9145e-02, 1.0397e-02, 2.0669e-02, 7.5851e-02,\n", + " 2.6743e-03, -3.1027e-02, 5.2728e-02, 8.3897e-03, -3.6187e-02,\n", + " 4.7871e-02, 5.6607e-02, 3.5422e-02, -9.7401e-03, -5.5995e-03,\n", + " -8.6591e-02, 2.7362e-02, -1.5700e-02, -7.7986e-02, 4.0447e-03,\n", + " 3.6552e-02, -8.8953e-02, -1.3180e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8516, 0.8139, 0.8367, 0.7804, 0.8809, 0.8266, 0.8254, 0.8704, 0.8311,\n", + " 0.8326, 0.8139, 0.8068, 0.7919, 0.8126, 0.8157, 0.8379, 0.8228, 0.8021,\n", + " 0.8737, 0.8193, 0.8451, 0.8182, 0.8029, 0.8129, 0.7986, 0.8149, 0.8223,\n", + " 0.8579, 0.8327, 0.8090, 0.8529, 0.8110, 0.8050, 0.8320, 0.8345, 0.7915,\n", + " 0.8518, 0.8148, 0.8619, 0.8186, 0.8246, 0.8251, 0.8375, 0.8504, 0.8012,\n", + " 0.8117, 1.1885, 0.8286, 0.8332, 0.8408, 0.8715, 0.8231, 0.8083, 0.8043,\n", + " 0.8448, 0.8442, 0.8043, 0.8106, 0.7972, 0.8112, 0.8506, 0.8161, 0.7982,\n", + " 0.8390, 0.8310, 0.8446, 0.8066, 0.8471, 0.8720, 0.8347, 0.8236, 0.8442,\n", + " 0.8164, 0.8162, 0.8356, 0.8548, 0.8220, 0.8554, 0.8124, 0.8086, 0.8203,\n", + " 0.8478, 0.8427, 0.8122, 0.7985, 0.7930, 0.8720, 0.7804, 0.8037, 0.8763,\n", + " 0.8309, 0.8152, 0.8255, 0.8356, 0.8150, 0.8157, 0.8542, 0.8154, 0.8086,\n", + " 0.8437, 0.8366, 0.8480, 0.8255, 0.8181, 0.8310, 0.7936, 0.7778, 0.8487,\n", + " 0.8150, 0.8810, 0.8325, 0.8273, 0.8007, 0.8074, 0.7856, 0.7914, 0.8108,\n", + " 0.8064, 0.8252, 0.7947, 0.8152, 0.8136, 0.8196, 2.1988, 0.7953, 0.8158,\n", + " 0.8449, 0.8231, 0.8200, 0.8187, 0.8287, 0.8035, 0.7919, 0.8154, 0.8176,\n", + " 0.8215, 0.8216, 0.8111, 0.8236, 0.8094, 0.8398, 0.8436, 0.8508, 0.9312,\n", + " 0.8243, 0.7902, 0.8260, 0.8784, 0.8314, 0.8245, 0.8200, 0.8517, 0.8160,\n", + " 0.8384, 0.8111, 0.8152, 0.8347, 0.8506, 0.8516, 0.8480, 0.8463, 0.8275,\n", + " 0.8108, 0.8466, 0.8684, 0.8373, 0.8337, 0.8474, 0.8418, 0.8237, 0.8073,\n", + " 0.8386, 0.8017, 0.8128, 0.8366, 0.7916, 0.8101, 0.8203, 0.8014, 0.8276,\n", + " 2.2593, 0.8438, 0.7983, 0.8251, 0.8337, 0.8015, 0.8900, 0.8267, 0.8513,\n", + " 0.7960, 0.8199, 0.8095, 0.8462, 0.8228, 0.8278, 0.8558, 0.8596, 0.7976,\n", + " 0.8492, 0.7893, 0.8185, 0.7881, 0.7980, 0.8282, 0.8181, 1.3081, 0.7967,\n", + " 0.7993, 0.8166, 0.8408, 0.8113, 0.8258, 0.8352, 0.8712, 0.8399, 0.7994,\n", + " 0.8216, 0.8576, 0.8240, 0.8173, 0.8217, 0.8454, 0.8357, 0.8063, 0.8231,\n", + " 1.5342, 0.8137, 0.8222, 0.8210, 0.9655, 0.8404, 0.8097, 0.8240, 0.8170,\n", + " 0.8348, 0.8265, 0.8302, 0.8378, 0.8204, 0.8553, 0.7878, 0.8218, 0.8350,\n", + " 0.8566, 0.8354, 0.8035, 0.8040, 0.8193, 0.8325, 0.7953, 0.8337, 0.8443,\n", + " 0.8021, 0.8238, 0.8603, 0.8051, 0.7853, 0.8646, 0.7991, 0.8277, 0.8433,\n", + " 0.8164, 0.7853, 0.8163, 0.8234, 0.8473, 0.8588, 0.8047, 0.8205, 0.8385,\n", + " 0.8216, 0.8512, 0.8250, 0.8227, 0.8381, 0.8374, 0.7989, 0.8114, 0.8323,\n", + " 0.8334, 0.8393, 0.8753, 0.8273, 0.8021, 0.8497, 0.7771, 0.8626, 0.8884,\n", + " 0.8147, 0.8230, 0.8180, 0.8737, 0.8015, 0.8688, 0.8634, 0.8222, 0.8147,\n", + " 0.7858, 0.8370, 0.7966, 0.8638, 0.8275, 0.8445, 0.7997, 0.8477, 0.8180,\n", + " 0.8131, 0.8466, 0.5300, 0.7921, 0.8668, 0.8326, 0.8596, 0.8008, 0.8337,\n", + " 0.7762, 0.8375, 0.8009, 0.8420, 0.7761, 0.8216, 0.8668, 0.8108, 0.8748,\n", + " 0.8364, 0.8154, 0.7936, 0.9133, 0.8168, 0.8020, 0.8219, 0.7865, 0.8064,\n", + " 0.8714, 0.8580, 0.8162, 0.8419, 0.8091, 0.8386, 0.8272, 0.8200, 0.8527,\n", + " 0.8080, 0.8012, 0.7897, 0.8253, 0.8327, 0.8740, 0.8075, 0.8821, 0.8000,\n", + " 0.8234, 0.8885, 0.7922, 0.8337, 0.8499, 0.8347, 0.8196, 0.8143, 0.8178,\n", + " 0.8547, 0.8037, 0.8078, 0.8129, 0.8160, 0.8777, 0.8296, 0.8319, 0.8401,\n", + " 0.7785, 0.8852, 0.8079, 0.8408, 0.8573, 0.9176, 0.8365, 0.8049, 0.8349,\n", + " 0.8222, 0.8514, 0.8362, 3.1994, 0.8310, 0.8773, 0.8864, 0.8246, 0.8234,\n", + " 0.8371, 0.8331, 0.8531, 0.8445, 0.8116, 0.8156, 0.8169, 0.8032, 0.8072,\n", + " 0.8374, 0.8342, 0.8453, 0.8442, 0.8173, 0.8155, 0.8378, 0.8092, 0.8058,\n", + " 0.8317, 0.7968, 0.8162, 0.8266, 0.8346, 0.8269, 0.8537, 0.8465, 0.7964,\n", + " 0.8174, 0.7943, 0.7900, 0.8370, 0.7915, 0.8274, 0.8434, 0.8009, 0.8588,\n", + " 0.8175, 0.8153, 0.8234, 0.8027, 0.7989, 0.8172, 0.8170, 0.8407, 0.8841,\n", + " 0.8255, 0.8080, 0.8183, 0.8504, 0.8317, 0.8106, 0.8048, 0.8322, 0.8469,\n", + " 0.8296, 0.8161, 0.8067, 0.8128, 0.9662, 0.8350, 0.8515, 0.8332, 0.8418,\n", + " 0.8191, 0.8680, 0.8824, 0.8296, 0.8565, 0.8265, 0.7991, 0.8029, 0.8814,\n", + " 0.8646, 0.8364, 0.8145, 0.8410, 0.8604, 0.8705, 0.7852, 0.8511, 0.8877,\n", + " 0.8133, 0.8167, 0.9911, 0.8181, 0.8459, 0.8313, 0.7976, 0.8256, 0.7844,\n", + " 0.8758, 0.8412, 0.8192, 0.8440, 0.7821, 0.7770, 0.8157, 0.8390, 0.8312,\n", + " 0.8428, 0.8897, 0.8142, 0.8153, 0.8233, 0.8222, 0.8055, 0.8962, 0.8279,\n", + " 0.8096, 0.7981, 0.8129, 0.8920, 0.8296, 0.8829, 0.8344, 0.8296, 0.8655,\n", + " 0.7928, 0.8444, 0.8144, 0.8047, 0.8177, 0.8316, 0.8234, 0.8078, 0.8300,\n", + " 0.8294, 0.8389, 0.8289, 0.8332, 0.8000, 0.8540, 0.8194, 0.8425, 0.8334,\n", + " 0.8388, 0.8237, 0.8154, 0.8075, 1.5364, 0.8095, 0.8266, 0.7928, 0.8374,\n", + " 0.7862, 0.8404, 0.8142, 0.8454, 0.8615, 0.8225, 0.8244, 0.8117, 0.8681,\n", + " 0.8166, 0.8321, 0.8287, 0.8350, 0.8878, 0.8556, 0.8362, 0.8222, 0.8547,\n", + " 0.8017, 0.8317, 0.8326, 0.8374, 0.8742, 0.8102, 0.8213, 0.8039, 0.8718,\n", + " 0.8637, 0.8106, 0.8033, 0.7914, 0.8150, 0.8669, 0.8319, 0.8549, 0.8010,\n", + " 0.8615, 0.8012, 0.8388, 0.8147, 0.8004, 0.8225, 0.8036, 0.8079, 0.8040,\n", + " 0.8066, 0.8645, 0.8635, 0.8290, 0.8484, 0.8457, 0.8401, 0.8158, 0.8141,\n", + " 0.8270, 0.8721, 0.8536, 0.8339, 0.8179, 0.8317, 0.8162, 0.8355, 0.8383,\n", + " 0.7929, 0.8359, 0.8111, 0.8062, 0.8061, 0.8139, 0.7818, 0.8455, 0.8310,\n", + " 0.8546, 0.8446, 0.8277, 0.8750, 0.7991, 0.8450, 0.7979, 0.8168, 0.8426,\n", + " 0.8186, 0.7913, 0.8123, 0.8163, 0.8479, 0.8612, 0.8139, 0.8641, 0.8820,\n", + " 0.8241, 0.8044, 0.8284, 0.8351, 0.8440, 0.8401, 0.8465, 0.7994, 0.8624,\n", + " 0.8297, 0.7926, 0.8416, 0.8594, 0.8046, 0.8307, 0.8443, 0.8361, 0.7991,\n", + " 0.8373, 0.8148, 0.8511, 0.8440, 0.8393, 0.8328, 0.8824, 0.8366, 0.8598,\n", + " 0.8273, 0.8226, 0.8240, 0.8333, 0.8207, 0.7816, 0.8238, 0.8272, 0.8575,\n", + " 0.8498, 0.8221, 0.8422, 0.8259, 0.8493, 0.8334, 0.8514, 0.8092, 0.8383,\n", + " 0.8381, 0.8798, 0.8294, 0.8112, 0.8698, 0.8403, 0.8144, 0.8294, 0.8296,\n", + " 0.8507, 0.8324, 0.8246, 0.8201, 0.8782, 0.8429, 0.8603, 0.8141, 0.8261,\n", + " 0.8285, 0.8405, 0.8011, 0.8276, 0.8736, 0.8315, 0.8129, 0.8327, 0.8386,\n", + " 0.8210, 0.8268, 0.8239, 0.8434, 0.8195, 0.8146, 0.8368, 0.8611, 0.8269,\n", + " 0.8236, 0.8026, 0.8456, 0.8388, 0.8736, 0.9052, 0.8264, 0.8228, 0.8041,\n", + " 0.8032, 0.8736, 0.7961, 0.8114, 0.8553, 0.9220, 0.8062, 0.8310, 0.8195,\n", + " 2.2278, 0.8226, 0.8401, 0.8217, 0.8251, 0.8460, 0.8280, 0.8745, 0.8515,\n", + " 0.8174, 0.7941, 0.8202, 0.8214, 0.8997, 0.8288, 0.8202, 0.8498, 0.8283,\n", + " 0.8155, 0.8155, 0.8343, 0.8463, 0.8305, 0.8457, 0.8121, 0.8282, 0.8091,\n", + " 0.8278, 0.8238, 0.8573, 0.8414, 0.8250, 0.8370, 0.8395, 0.8216, 0.8565,\n", + " 1.0024, 0.8248, 0.8308, 0.8249, 0.8481, 0.7920, 0.8152, 0.8485, 0.8238,\n", + " 0.8056, 0.8108, 0.8425], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.0986e-01, -4.3323e-02, 2.6039e-02, -6.2369e-02, 1.4469e-01,\n", + " 2.3894e-02, 8.5148e-03, 1.4266e-01, -1.0833e-01, -2.4890e-02,\n", + " 9.4963e-03, 4.1846e-02, -1.2760e-01, 6.9555e-02, -7.1048e-02,\n", + " 1.3593e-01, 5.3569e-02, -6.0933e-03, -1.6118e-02, -3.3533e-02,\n", + " 7.2184e-02, -2.3410e-02, -2.8510e-03, 5.5217e-02, -8.6453e-02,\n", + " 6.9857e-02, 3.2686e-02, -6.1245e-02, -7.7870e-02, 3.0835e-02,\n", + " 1.2870e-01, 3.8405e-02, -4.6480e-02, -6.3926e-02, -7.3934e-02,\n", + " -8.2546e-02, -1.8265e-02, 5.9811e-02, -9.6765e-02, -1.3181e-01,\n", + " -1.0285e-01, -1.4961e-01, 1.4476e-02, 1.3553e-01, 5.3121e-02,\n", + " -8.5382e-02, -3.9924e-02, -9.4157e-02, -1.5067e-02, -7.8801e-02,\n", + " -3.4228e-01, 3.4178e-02, -7.2961e-02, -6.9763e-02, 1.4378e-01,\n", + " 6.5267e-02, -1.1072e-01, 1.9447e-02, -4.5457e-02, -1.2777e-01,\n", + " -2.0564e-03, 3.3590e-02, -4.5370e-02, -1.2036e-01, 4.5831e-02,\n", + " 8.6247e-02, 3.3824e-02, 9.5974e-02, -2.5458e-01, -4.9390e-02,\n", + " -1.4536e-01, 4.9588e-02, 2.2120e-02, -7.0260e-02, 1.3164e-02,\n", + " -1.6465e-01, -8.2084e-02, 6.4286e-02, 1.6903e-02, 3.3468e-02,\n", + " -9.5631e-03, 4.3854e-02, -6.4052e-02, 1.0266e-01, -3.3576e-02,\n", + " -1.0900e-01, -8.6243e-03, 1.3397e-02, 3.6529e-02, 2.3307e-01,\n", + " -1.4428e-01, -4.8490e-02, -3.1271e-02, -5.4141e-02, -2.4304e-02,\n", + " -1.0987e-01, 1.4673e-01, -9.2204e-02, -1.8399e-02, -9.1738e-02,\n", + " 1.5773e-02, -9.6264e-02, 5.0307e-03, -1.6426e-02, -8.9977e-02,\n", + " 3.2157e-02, -3.2686e-02, -7.7668e-02, -1.3247e-02, -4.3428e-02,\n", + " -5.8969e-02, 7.2364e-02, 1.8438e-02, -9.3603e-02, -4.2916e-02,\n", + " -4.3911e-02, 1.1861e-02, -7.4816e-02, -1.1364e-01, -4.7971e-03,\n", + " 6.2905e-03, -5.6361e-02, 7.5789e-02, 7.6594e-01, -1.1893e-01,\n", + " -7.8478e-02, -1.1712e-01, 3.9348e-02, -7.5822e-02, 5.4312e-03,\n", + " 5.8176e-02, 6.4310e-02, 3.0069e-02, -6.3156e-02, -8.0370e-02,\n", + " -6.2562e-02, -5.1549e-02, -7.0859e-03, -7.0210e-02, -1.5485e-02,\n", + " -7.1645e-02, 5.2737e-03, 1.7610e-03, 1.3995e-01, -2.1642e-02,\n", + " -6.3398e-04, 7.1803e-03, -2.5995e-01, -8.1443e-02, -5.0951e-02,\n", + " -4.2187e-03, 3.2522e-02, -1.4275e-01, -1.5201e-01, -8.1764e-02,\n", + " 1.5360e-02, 6.0379e-02, 1.0348e-01, 5.9798e-02, -4.7835e-02,\n", + " 2.3904e-02, -1.0125e-01, -6.1234e-02, -4.0206e-02, 1.8066e-01,\n", + " -1.6602e-02, -5.2931e-02, 2.6196e-02, -1.2571e-01, 6.1788e-03,\n", + " -1.0078e-02, -4.8021e-02, 1.8180e-01, 2.6755e-03, 6.9794e-02,\n", + " -6.1887e-02, 2.9740e-02, 1.5290e-02, 5.7968e-02, 1.7624e-01,\n", + " -4.6810e-01, 1.0850e-01, -1.7701e-02, 1.3952e-02, -2.3574e-02,\n", + " -1.1344e-02, 1.7689e-01, -1.9464e-02, 3.5528e-02, 5.0650e-02,\n", + " -1.0216e-01, 5.9138e-02, 6.1453e-02, -4.9731e-02, -1.7462e-02,\n", + " 5.3093e-02, -1.1973e-01, -4.3167e-02, 7.7277e-03, 6.1520e-02,\n", + " -6.4361e-03, 3.3494e-02, 6.8797e-02, -6.8644e-02, -1.2263e-01,\n", + " 3.6359e-01, -2.7784e-03, 4.2856e-02, -1.4364e-02, 3.3354e-02,\n", + " -7.1967e-02, -1.3416e-02, 3.3289e-02, 1.3586e-01, -8.1726e-04,\n", + " -1.1282e-01, -6.6198e-02, -2.0349e-02, 7.1594e-02, -3.8219e-02,\n", + " -9.9592e-04, 4.3075e-02, -4.7170e-03, 9.2223e-02, 7.9907e-03,\n", + " 1.8319e-01, 6.7595e-03, -1.6716e-01, 3.7392e-02, -1.1114e-01,\n", + " -3.5641e-02, -6.7132e-02, 1.0227e-01, -7.8563e-02, -3.4340e-02,\n", + " -6.4997e-02, -5.4021e-02, 3.2029e-03, -2.4696e-02, -1.2331e-01,\n", + " 9.3232e-02, -3.5118e-02, 1.2557e-02, 1.6174e-01, -7.3716e-02,\n", + " -4.3041e-02, -2.1121e-02, -9.8188e-03, -8.1827e-02, -1.1507e-01,\n", + " -1.4251e-01, -1.3007e-02, -1.1562e-01, -1.3869e-02, -5.5616e-02,\n", + " -1.3748e-01, 2.0038e-02, -1.0893e-01, 3.7848e-02, 2.6370e-02,\n", + " 1.5256e-01, -1.7048e-02, -5.4340e-03, 6.5350e-02, -4.5541e-02,\n", + " -1.3889e-02, -1.3546e-02, -1.9981e-02, 1.8412e-02, 2.5642e-02,\n", + " 3.9688e-02, 1.5539e-02, -5.1998e-02, 1.5934e-01, -1.1188e-01,\n", + " -8.8874e-02, 1.6955e-02, -4.8052e-02, -8.5343e-02, -1.3444e-01,\n", + " 1.3075e-01, 1.8793e-01, -6.2813e-02, -1.0423e-01, -2.3544e-01,\n", + " -9.2175e-02, 5.2775e-02, 2.1384e-02, 2.0662e-02, -4.3228e-02,\n", + " 1.0775e-02, 9.1036e-02, -3.2879e-02, -5.3863e-02, 1.2356e-01,\n", + " 8.3869e-03, -8.6142e-02, -8.5249e-02, -8.5097e-03, 1.7478e-02,\n", + " -1.6477e-01, -1.0826e-02, -3.2626e-02, 4.0981e-02, -6.2419e-02,\n", + " 2.2502e-02, 3.1876e-02, -5.2900e-02, -1.3520e+00, 4.5146e-02,\n", + " -1.3262e-01, -9.9322e-02, 1.7022e-01, -1.0428e-02, -5.8837e-02,\n", + " -5.3764e-02, -5.0277e-02, 1.4743e-03, -1.4262e-02, -9.3190e-02,\n", + " 7.9996e-03, 1.8367e-01, -1.3173e-04, -1.9939e-01, 3.4430e-02,\n", + " -1.8154e-01, -2.7990e-02, 3.4381e-01, -5.9272e-02, -8.2675e-02,\n", + " -3.7347e-02, 1.6080e-02, 1.0628e-03, 1.3274e-01, 3.6783e-02,\n", + " -2.6304e-02, -1.4164e-01, -1.7573e-02, -2.2060e-02, -1.0065e-02,\n", + " 2.0352e-02, 1.8773e-01, -7.8374e-02, 3.5247e-02, -4.4983e-02,\n", + " -1.5688e-01, -2.4710e-02, -9.4099e-02, -4.4270e-03, -2.4106e-01,\n", + " 3.7364e-03, 1.2799e-02, 2.1714e-01, 2.4250e-02, -5.8620e-02,\n", + " -3.4071e-02, -9.4078e-02, 5.6670e-02, 2.0208e-02, -5.5237e-03,\n", + " 1.1586e-02, -1.6815e-01, 1.3505e-01, -6.3363e-03, 7.6929e-02,\n", + " 9.7497e-02, -1.7614e-01, -4.1746e-02, -1.1368e-01, -1.1160e-01,\n", + " -2.6994e-01, 2.3484e-02, 3.9368e-02, -1.1853e-01, -3.3546e-01,\n", + " -6.0605e-03, -5.0075e-02, -1.1067e-01, -5.9053e-02, 8.0018e-02,\n", + " -1.3309e-02, -1.8882e+00, -3.5066e-02, -9.8846e-02, 1.2757e-01,\n", + " 6.2637e-03, -3.9878e-02, 3.0363e-04, -7.2995e-02, -1.4242e-01,\n", + " 7.0475e-03, -2.7715e-02, 1.8113e-02, -1.0867e-01, -6.6526e-02,\n", + " -2.5656e-03, -1.0198e-01, -1.5856e-01, 1.2822e-02, -1.9299e-02,\n", + " 5.2201e-02, -3.6497e-02, 4.5979e-02, -2.7962e-02, -4.6199e-02,\n", + " 4.2883e-02, -1.8909e-02, -4.6832e-02, 3.7635e-02, -3.5515e-02,\n", + " 2.1452e-02, -4.2567e-02, 4.3887e-02, -1.3776e-02, -6.0612e-02,\n", + " 1.8401e-02, 1.0900e-01, 4.9528e-02, 7.3153e-02, -2.6886e-03,\n", + " -3.9657e-03, 2.6168e-02, -9.5414e-04, -1.2313e-01, 8.4072e-02,\n", + " 4.1441e-02, 2.9816e-02, -1.4693e-01, -4.8402e-02, -5.3208e-02,\n", + " -7.6187e-02, -1.3760e-01, 1.3487e-02, 1.0734e-02, -1.3575e-01,\n", + " -1.1805e-02, -7.8494e-03, 8.7178e-02, -6.3253e-02, -1.3882e-01,\n", + " 1.1763e-01, 1.0118e-01, 3.5979e-02, -4.7568e-02, -3.9294e-02,\n", + " -4.7182e-01, -8.1394e-02, 9.1848e-03, -3.3915e-03, -8.3868e-02,\n", + " 4.2592e-02, -3.1215e-03, 1.6061e-01, -3.4119e-03, 8.8006e-02,\n", + " 3.6886e-02, -3.5935e-02, 4.2436e-02, -1.8397e-01, -1.6714e-01,\n", + " 2.4234e-02, -6.4019e-02, 4.0601e-02, 1.4015e-01, 2.4564e-01,\n", + " -2.8037e-02, 7.1655e-02, -1.4700e-01, 8.2924e-02, -1.0860e-01,\n", + " -5.6395e-02, -9.3245e-02, -5.7061e-02, 5.4943e-02, -6.0407e-02,\n", + " -1.3406e-01, 1.4752e-02, 3.0653e-02, -1.9031e-01, 2.8196e-02,\n", + " -1.6686e-02, -4.3753e-02, -7.7339e-02, 5.0255e-02, -6.3097e-02,\n", + " -9.4029e-02, -1.1533e-01, 1.7190e-01, -6.8709e-02, -9.8590e-02,\n", + " -5.1946e-02, 2.4300e-02, 7.0611e-02, -3.7195e-02, -2.9533e-02,\n", + " -1.0373e-01, -4.3854e-02, -4.1990e-02, -1.5301e-02, 6.3708e-02,\n", + " 1.4197e-02, -6.9791e-02, -9.4691e-02, -1.6623e-01, 1.6627e-02,\n", + " -4.0652e-02, -1.4417e-01, 6.5713e-02, -4.7441e-02, -6.9841e-02,\n", + " -1.5034e-02, 2.7414e-02, 2.7576e-02, -1.4552e-01, -4.4078e-03,\n", + " 1.2355e-01, -1.7122e-01, -6.5077e-02, -1.5522e-01, -8.7137e-02,\n", + " -1.2388e-01, 6.8649e-02, -7.5485e-02, -4.4840e-03, -7.6560e-02,\n", + " -9.5748e-02, 2.5241e-01, -8.6654e-02, -1.9855e-02, -7.0882e-02,\n", + " 5.3095e-02, -1.8605e-02, -9.2690e-02, 1.7085e-02, 8.7068e-02,\n", + " -4.7949e-02, -1.3915e-02, 4.0671e-03, -3.1902e-02, -3.1709e-01,\n", + " 2.4549e-02, 1.7502e-02, -3.6478e-02, -8.7535e-02, -1.0812e-01,\n", + " -1.9368e-01, 5.6600e-02, 6.2011e-02, 8.3298e-02, 2.9690e-02,\n", + " -5.7632e-02, -1.0018e-01, 6.3107e-02, 1.1186e-01, 4.4521e-02,\n", + " -5.9027e-02, -2.8306e-02, 1.0422e-01, -9.7934e-04, -1.3316e-01,\n", + " -4.8509e-02, -6.3272e-02, 1.2613e-01, -6.9826e-02, -1.3674e-01,\n", + " 2.8832e-02, -7.8703e-02, 8.5840e-02, -3.6097e-02, 5.7578e-02,\n", + " -1.5922e-01, 8.2077e-02, 1.3649e-01, -7.2033e-02, -1.8363e-02,\n", + " -3.8284e-02, -3.4231e-02, -1.8843e-01, 7.0095e-02, -7.9218e-02,\n", + " -5.9366e-02, -5.6867e-05, -7.8419e-02, 7.7719e-02, -4.0908e-02,\n", + " -4.4340e-02, 7.3448e-02, -1.0578e-01, -2.0239e-01, 1.1986e-02,\n", + " -5.2369e-02, -4.3708e-02, 1.3372e-02, -2.5477e-01, -5.7132e-02,\n", + " 3.7881e-02, -7.2967e-02, -2.6268e-02, 1.2307e-01, 4.9715e-02,\n", + " 1.4006e-02, -1.2879e-02, -6.9322e-02, 9.7442e-02, 1.2173e-01,\n", + " 5.7379e-02, 1.5167e-03, -4.3250e-02, -1.1526e-01, 5.1005e-03,\n", + " 9.7860e-02, -8.3183e-02, 2.7053e-02, 2.8275e-02, 4.4384e-02,\n", + " -1.7175e-01, -1.0611e-01, -4.4474e-02, 2.4240e-02, -1.7871e-01,\n", + " 2.4465e-01, 1.0488e-01, -4.2515e-02, -2.7527e-02, 5.0208e-02,\n", + " -3.9354e-02, 6.3300e-02, -9.6138e-02, -6.3638e-03, 7.2867e-02,\n", + " 8.9386e-02, 9.6692e-03, 4.8196e-02, 1.4490e-01, -5.4485e-02,\n", + " 3.7006e-02, 6.7020e-02, 2.1314e-01, 5.7172e-02, 3.8746e-02,\n", + " -5.2525e-02, 4.3298e-02, -1.0086e-01, -1.3973e-01, 1.1766e-01,\n", + " -1.5524e-01, 3.9553e-02, 1.8500e-01, 4.3291e-02, 6.8795e-03,\n", + " 1.1762e-01, 2.7638e-02, 7.9839e-02, 2.3957e-02, 5.0306e-02,\n", + " -3.6551e-02, 1.1517e-01, 1.6246e-01, -7.3600e-03, -4.1794e-02,\n", + " 7.8460e-02, 2.4231e-02, 1.3117e-01, -3.5845e-02, 4.5641e-02,\n", + " -2.2538e-02, 4.5256e-03, 1.8366e-01, 5.2601e-02, 2.3233e-02,\n", + " 1.4683e-01, -4.2960e-02, -3.5630e-02, -6.2859e-02, 8.5867e-02,\n", + " -8.0193e-02, 9.7035e-02, -9.7163e-02, 8.4262e-02, -5.3432e-02,\n", + " 7.3728e-02, -4.5167e-02, 5.1862e-02, -9.0663e-02, 9.1148e-03,\n", + " -5.4825e-02, 1.9205e-02, 5.7003e-02, -4.8414e-02, -3.9301e-02,\n", + " -1.5805e-01, -1.3792e-01, -1.9177e-02, 1.3517e-02, 4.7648e-02,\n", + " 1.6847e-03, -5.9760e-02, -1.3280e-01, -1.3314e-02, 5.7509e-03,\n", + " 9.9600e-02, -1.9460e-02, -5.7305e-02, -9.6649e-03, 8.1935e-02,\n", + " 1.6404e-02, 1.2222e-01, 4.2565e-02, 3.5585e-03, 8.3056e-02,\n", + " -1.6466e-01, 5.9435e-02, -4.2335e-03, 3.8446e-02, -2.8132e-02,\n", + " -2.5972e-02, -2.7214e-01, -3.8381e-02, 2.9798e-02, 4.6312e-02,\n", + " -9.1643e-01, 2.4492e-03, 4.6300e-03, 4.1784e-02, 3.2197e-02,\n", + " -1.5715e-01, -1.7571e-01, -1.7412e-01, -1.1094e-01, -9.1469e-02,\n", + " -5.7015e-02, -3.4931e-02, -9.5130e-02, 2.2514e-02, 9.2526e-02,\n", + " -5.1622e-02, -8.4395e-02, -3.9269e-02, -1.2635e-01, 7.3185e-02,\n", + " -6.1763e-02, 1.1407e-02, -1.3769e-01, -1.4406e-01, -5.7378e-02,\n", + " 6.8709e-02, -5.2696e-02, -1.0309e-01, 5.8251e-02, 8.8800e-02,\n", + " -5.8064e-02, -5.7135e-02, 9.2848e-02, 8.7045e-02, -3.6935e-02,\n", + " -1.4810e-01, -2.4457e-01, 6.8419e-02, -1.1099e-01, -2.3767e-02,\n", + " 1.1027e-01, -6.5348e-02, 1.4737e-03, -1.1822e-01, -2.5063e-02,\n", + " -8.1075e-02, -4.6832e-02, -5.4376e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.1388, -0.0640, -0.1408, ..., -0.0511, -0.1060, -0.1020],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-1.7995e-02, 1.0971e-01, -2.3842e-02, -3.3510e-02, 1.0491e-01,\n", + " 1.2462e-01, 9.1538e-02, 8.3362e-02, -8.3616e-02, -1.1651e-01,\n", + " -7.5646e-02, 1.6651e-02, -4.5650e-02, 8.4964e-02, 7.7398e-02,\n", + " 2.6110e-01, 1.5501e-01, 1.0969e-01, -1.2609e-03, -4.8352e-02,\n", + " 1.0677e-01, -7.0175e-02, 5.0651e-02, 1.7063e-01, 5.2590e-02,\n", + " -2.4445e-02, 1.3517e-01, 5.3397e-04, -4.3884e-02, 2.9947e-02,\n", + " 2.4362e-02, -9.3155e-02, 1.3213e-01, -8.5065e-02, 1.1234e-02,\n", + " 4.9889e-02, -8.6082e-02, -2.6871e-02, 5.6951e-02, -3.1787e-04,\n", + " -6.0441e-02, -3.0077e-02, -2.2734e-02, 1.3425e-01, 4.2416e-02,\n", + " 2.3253e-02, -7.0987e-02, 1.2654e-01, -1.1863e-01, 2.8142e-02,\n", + " -5.5107e-02, 9.3082e-02, 1.9234e-01, 1.0354e-01, 1.1912e-01,\n", + " 1.3703e-01, -1.1484e-01, -1.0485e-01, -5.5315e-02, -7.5910e-02,\n", + " 7.5704e-02, 4.5609e-02, 9.9478e-02, -1.2149e-01, 5.7118e-02,\n", + " 2.3187e-02, -4.3808e-02, 6.8687e-02, -8.9568e-02, -5.5708e-02,\n", + " 1.3154e-02, 2.5318e-02, -3.9467e-02, -3.2020e-02, 1.3836e-01,\n", + " -5.6971e-02, -1.4879e-01, 1.8833e-01, 6.1097e-02, 1.4927e-01,\n", + " 1.7302e-03, 5.4062e-02, 1.2872e-01, 6.3467e-03, 4.2999e-02,\n", + " -8.5094e-02, 1.0628e-02, -4.1483e-02, -1.6341e-01, 7.1847e-02,\n", + " -1.3153e-01, -4.5940e-02, 6.6968e-02, 9.1351e-02, 7.3918e-02,\n", + " -8.7973e-02, 9.0517e-02, 4.0386e-03, 5.3734e-02, -8.8457e-02,\n", + " 3.7241e-03, -3.0153e-02, 9.3921e-02, 2.3458e-02, -1.0372e-01,\n", + " -3.2905e-03, -1.9796e-01, -1.2808e-01, -5.7740e-02, 2.9826e-02,\n", + " 3.8620e-02, 1.4648e-01, -1.4630e-01, -1.0204e-01, -4.9858e-02,\n", + " 1.3264e-01, 6.0734e-02, -5.9396e-02, -1.7528e-02, -4.7156e-02,\n", + " 7.8057e-02, 1.0884e-01, 3.9412e-03, 8.1177e-02, 4.7541e-02,\n", + " 3.7106e-02, 5.4457e-02, 4.1072e-02, -1.2624e-01, -6.6881e-02,\n", + " -7.8980e-03, 4.8576e-02, 1.5816e-02, 2.0219e-02, -1.3598e-01,\n", + " -4.5142e-02, 5.5800e-02, -3.8924e-02, 1.8318e-02, 7.0822e-02,\n", + " -3.7643e-02, -7.8313e-02, -1.3669e-01, 6.0728e-02, 1.5479e-01,\n", + " -7.3164e-02, -1.5072e-02, -2.0047e-01, -4.4057e-02, 1.2028e-01,\n", + " -9.0094e-02, 2.1857e-02, -9.3233e-02, -4.3292e-02, -3.9760e-02,\n", + " 9.2491e-02, 2.5874e-02, 8.2756e-02, 2.6395e-02, -1.1891e-01,\n", + " 3.0343e-02, -2.8207e-03, 3.4420e-02, -1.0121e-01, 6.0478e-02,\n", + " 1.1989e-01, 6.6446e-02, 8.3514e-02, -7.5873e-02, 1.3789e-02,\n", + " -9.1020e-02, -4.9797e-02, -1.7504e-02, -9.6077e-02, -2.8295e-02,\n", + " 6.4154e-02, 1.2639e-02, 3.9047e-02, 1.6750e-01, -8.7566e-03,\n", + " -1.1674e+00, 6.8001e-02, -5.3680e-02, 1.0207e-02, 4.6994e-03,\n", + " 4.7080e-02, 1.8786e-01, -6.4896e-02, 8.4581e-02, -3.2309e-02,\n", + " -8.1123e-02, -4.1923e-02, 6.4483e-02, -1.3005e-01, 1.8813e-01,\n", + " -6.5983e-02, -1.2561e-01, 1.4983e-01, 1.1173e-01, -4.4150e-02,\n", + " -1.5534e-01, -9.1595e-02, 1.1460e-02, -1.3207e-01, -1.5256e-01,\n", + " -4.1176e-02, -4.7700e-02, 1.6164e-02, -2.9475e-02, 1.5617e-01,\n", + " -8.6671e-02, -8.2033e-02, 5.6888e-02, 9.6921e-02, 4.4787e-02,\n", + " -2.3526e-02, -1.0607e-01, -1.1351e-01, 1.1402e-01, -1.9004e-01,\n", + " 5.1286e-02, 6.8433e-02, -1.1605e-01, 7.1933e-02, -3.2286e-02,\n", + " 2.5821e-01, 1.7323e-01, -8.2745e-02, 5.2430e-02, -2.2953e-02,\n", + " -8.3487e-02, -9.7600e-03, 1.4317e-01, -1.0847e-01, -1.7219e-02,\n", + " 1.3492e-01, -5.2467e-02, -6.8475e-02, 1.3292e-01, -1.9564e-01,\n", + " 6.8070e-02, 1.9418e-01, -6.2243e-02, 1.2608e-01, -1.2321e-01,\n", + " -2.5287e-02, 8.7148e-02, -9.1371e-02, -4.5408e-02, -8.2579e-03,\n", + " -1.4942e-01, 1.0954e-01, 7.2066e-02, -9.6692e-02, 1.8292e-03,\n", + " -4.9481e-02, -6.8682e-02, -7.4818e-02, 5.9089e-02, 1.7255e-01,\n", + " 1.7968e-02, 1.3947e-02, -2.7290e-02, -5.1044e-02, -6.8944e-02,\n", + " -1.2348e-01, -1.1463e-02, -1.5290e-01, 5.5349e-02, -2.8807e-02,\n", + " 1.2728e-01, 7.0848e-02, -1.0458e-01, 7.3960e-03, 1.3256e-02,\n", + " 3.7106e-02, 3.7843e-02, 8.3666e-02, -4.1281e-02, -4.3076e-02,\n", + " -1.5304e-02, 9.2559e-02, -8.4911e-02, -1.4449e-01, -1.6689e-01,\n", + " -8.7871e-02, 1.1766e-01, -1.2728e-01, -5.5489e-02, -5.5576e-02,\n", + " -1.1805e-01, 1.1801e-01, -4.3387e-02, -3.3354e-02, 1.1047e-01,\n", + " 1.3254e-01, -5.7403e-03, 1.4760e-02, -1.6017e-02, -1.8471e-02,\n", + " -7.1228e-02, 8.6746e-02, 6.9329e-03, 5.6731e-02, 1.4844e-01,\n", + " -6.3354e-02, -6.8515e-02, -9.7300e-02, -8.4891e-01, 4.4882e-03,\n", + " -1.4360e-01, -1.0882e-01, 8.4147e-02, 1.2977e-02, 5.2242e-02,\n", + " -9.4434e-02, -5.3578e-02, 4.7063e-02, -4.2293e-02, -2.9722e-02,\n", + " -9.7553e-02, 5.2752e-02, 1.8653e-01, -2.2487e-02, -8.3135e-02,\n", + " -8.6357e-03, -4.1339e-02, 5.3893e-02, 6.4192e-02, -1.1824e-02,\n", + " -6.3900e-02, 8.7731e-02, 9.4618e-02, -2.0619e-02, -1.6471e-01,\n", + " 8.4319e-03, -8.9403e-02, -1.3119e-01, 5.4515e-02, -1.9020e-01,\n", + " 4.0871e-02, -1.4934e-02, 1.8418e-02, 5.5042e-03, 1.0856e-01,\n", + " -1.3969e-01, -6.1153e-03, -1.8192e-01, -7.3493e-02, -1.1588e-01,\n", + " -1.6369e-01, -6.8198e-02, 1.7089e-01, 6.0416e-04, -5.1924e-02,\n", + " -1.2056e-01, -7.9560e-02, 2.1280e-01, 4.4210e-02, 6.1441e-03,\n", + " 9.1242e-02, -1.0575e-01, 1.1069e-01, 8.6142e-02, 5.5269e-02,\n", + " 1.0024e-01, -1.9725e-02, 1.7373e-01, -3.5089e-02, -1.5361e-02,\n", + " -1.8871e-01, -1.5235e-01, 9.7347e-02, -1.1252e-01, -4.6535e-02,\n", + " -8.7838e-02, 1.0729e-01, -1.3972e-02, -1.9656e-01, -1.8717e-02,\n", + " -2.1708e-03, 2.8446e-01, -2.8764e-02, -8.0554e-02, 1.3785e-01,\n", + " -6.8261e-02, -1.1250e-01, 4.1699e-02, -5.4590e-02, -7.5197e-02,\n", + " 7.8242e-03, 2.3785e-01, -2.4773e-02, -3.7007e-02, -1.9728e-02,\n", + " -2.8653e-02, -1.1139e-01, -7.8558e-02, 1.5044e-01, -4.3773e-02,\n", + " -4.0233e-02, -1.3825e-01, 7.0339e-02, 5.6669e-02, -1.0575e-01,\n", + " -3.6392e-04, -2.6391e-02, -6.1202e-02, 3.8423e-02, -4.0577e-02,\n", + " -7.4863e-02, -3.5732e-02, -6.3108e-02, -9.4867e-02, -1.0796e-01,\n", + " 8.1215e-02, 5.8513e-02, -1.2576e-01, -2.1508e-02, -2.2599e-02,\n", + " 2.9836e-02, -7.2323e-02, 1.0374e-01, -5.4196e-02, 4.6800e-03,\n", + " 1.3418e-01, 1.2710e-01, -6.0794e-02, 3.6146e-02, 8.2812e-02,\n", + " -1.3127e-01, -6.2629e-02, -2.6723e-02, 1.8703e-01, -4.4541e-02,\n", + " 1.9774e-02, 1.5291e-01, -1.4476e-01, -3.6532e-02, 5.8070e-02,\n", + " 1.2938e-01, 4.5883e-02, 4.8294e-02, -8.8303e-02, -1.4190e-02,\n", + " -1.0303e-01, -9.3362e-02, 1.6577e-01, 7.9578e-03, 2.6112e-02,\n", + " -1.4884e-02, -1.3643e-03, 8.6507e-02, 5.8645e-02, 8.7112e-02,\n", + " -8.0021e-02, 3.8295e-03, 3.7718e-02, -1.4079e-01, -1.7847e-03,\n", + " 1.1650e-02, -1.7276e-01, -5.6862e-02, 5.0386e-02, -2.6118e-02,\n", + " 5.5725e-02, 1.3304e-01, -2.2176e-01, -9.8008e-03, -2.6710e-03,\n", + " -5.5598e-02, -2.6109e-02, -2.4123e-02, 8.9729e-02, -1.5887e-01,\n", + " -5.4199e-02, -7.5078e-02, 4.4806e-02, -3.7909e-02, -1.2216e-01,\n", + " -3.8444e-02, 1.3665e-01, 7.6924e-03, 1.0543e-01, -1.0625e-01,\n", + " -2.0793e-02, -3.1573e-02, 9.8600e-02, -1.5674e-03, 1.7399e-02,\n", + " -8.9313e-02, 3.1711e-02, 1.1630e-01, -4.5986e-02, -5.1431e-02,\n", + " -8.5902e-02, -5.6980e-02, -4.4693e-02, -4.8815e-02, 7.4162e-02,\n", + " 2.1798e-02, 5.7912e-02, -1.1795e-01, -1.4928e-01, -6.7437e-02,\n", + " 1.3103e-01, -3.8294e-02, 6.0068e-02, -4.5186e-02, -5.2643e-02,\n", + " -7.0272e-02, 2.7545e-02, -6.8696e-03, -6.4726e-02, 6.8701e-02,\n", + " 1.4413e-01, 5.9031e-02, 7.3412e-02, -9.7229e-02, -8.4358e-02,\n", + " 5.9435e-03, 2.9162e-02, 6.4978e-02, -1.2677e-02, 9.8074e-02,\n", + " -7.3698e-02, -1.1442e-02, -2.4263e-02, -4.2626e-02, -7.5566e-02,\n", + " 4.6536e-02, -1.3282e-01, -1.7837e-01, 2.3021e-02, 1.4317e-02,\n", + " -9.5872e-02, 4.2836e-02, -4.9602e-02, 3.7086e-02, -1.7116e-01,\n", + " 5.6979e-02, 1.1122e-01, 8.7447e-02, 1.0588e-05, 2.8663e-02,\n", + " -5.8395e-02, -1.0470e-01, 1.0111e-01, 1.4072e-01, 5.6217e-02,\n", + " 8.2693e-03, -7.7912e-02, -4.7529e-03, 4.7483e-02, 5.6406e-02,\n", + " -4.5829e-02, 7.4970e-02, 5.2387e-02, 2.4078e-02, -7.2284e-02,\n", + " -9.7162e-02, 8.1108e-02, 2.2771e-02, -1.7954e-02, -9.2367e-02,\n", + " 2.4800e-02, -2.1451e-02, 7.1171e-02, 5.6178e-02, -4.3722e-02,\n", + " -6.3887e-02, 1.6619e-02, 1.0942e-01, 3.6518e-02, 6.9667e-02,\n", + " 6.7877e-02, 6.4529e-02, -1.1764e-01, 4.0310e-02, -2.0631e-01,\n", + " -6.4884e-02, 6.0020e-02, 6.6390e-02, -1.5210e-02, -1.7104e-02,\n", + " -8.4333e-02, 5.3627e-02, -1.1254e-01, -3.0019e-02, -3.0667e-02,\n", + " -4.9629e-02, -5.9274e-02, 1.3652e-01, -6.9717e-02, 4.4389e-02,\n", + " 8.6893e-02, -8.0192e-02, 6.8680e-02, -5.1807e-02, 1.1188e-01,\n", + " -7.6018e-02, -1.5228e-02, -1.2486e-01, 6.3322e-02, 1.1962e-01,\n", + " 1.2645e-01, 2.2796e-03, 1.1025e-01, -2.5256e-02, 5.4805e-03,\n", + " 1.7962e-01, -6.1522e-02, 9.4068e-02, 1.7145e-01, 8.6405e-02,\n", + " -7.6339e-02, -1.1537e-01, 1.0862e-01, 3.1586e-02, -1.4632e-01,\n", + " 4.1031e-02, -1.6650e-02, -2.2863e-02, 9.6774e-02, 5.2476e-02,\n", + " 1.9528e-02, 6.4902e-02, 8.0217e-02, 2.0659e-02, 3.0861e-02,\n", + " 1.7118e-01, -4.5153e-03, 1.5963e-01, 1.5500e-01, -1.8510e-03,\n", + " 3.3119e-02, 1.8976e-01, 6.8316e-02, 3.6643e-02, -1.1006e-01,\n", + " -1.6243e-02, 1.7070e-01, -1.0074e-01, -8.3597e-02, 1.5089e-02,\n", + " -1.1647e-01, 1.7752e-02, 1.1247e-01, 7.3892e-02, 1.8482e-01,\n", + " 2.2276e-02, 7.1353e-02, 5.4053e-02, 4.3755e-02, -7.2248e-02,\n", + " -7.1751e-02, 8.1287e-02, 1.1767e-01, 6.6588e-02, -2.5462e-02,\n", + " -4.4256e-03, -1.2061e-01, 5.2382e-02, -9.2048e-02, 1.1553e-01,\n", + " 3.9400e-02, -4.0201e-02, -9.1284e-03, 5.1471e-02, 1.8908e-01,\n", + " 2.1997e-01, -1.2138e-02, -1.2784e-01, 2.3819e-03, 1.4362e-01,\n", + " 8.8826e-02, 2.9723e-02, 7.2240e-02, -4.8822e-02, -4.2037e-02,\n", + " 4.6750e-02, -1.7720e-02, 1.4852e-01, -7.7128e-02, -7.7611e-02,\n", + " 4.2609e-02, 3.1927e-02, 8.9026e-03, -1.0540e-01, 2.4909e-02,\n", + " -8.3204e-02, -1.3930e-01, -1.4180e-02, 7.9780e-03, 4.1389e-02,\n", + " -3.2852e-02, -1.4304e-02, -9.4408e-02, 8.5539e-02, -6.1755e-02,\n", + " 1.0087e-01, 1.0197e-01, -9.3176e-02, 1.0562e-01, 1.4927e-01,\n", + " 1.0949e-01, 1.5574e-01, 1.2120e-01, 5.3313e-02, 9.8136e-02,\n", + " -9.7711e-02, 2.0255e-02, -6.6456e-02, 1.7323e-01, -1.8183e-02,\n", + " 1.1731e-02, -7.1566e-02, 9.5698e-03, 9.6228e-03, -3.0733e-02,\n", + " -6.7785e-02, 5.7257e-02, -1.1822e-01, 1.0511e-02, 1.5506e-01,\n", + " -4.9383e-02, -2.6933e-02, -1.5790e-01, 1.5996e-02, 9.9111e-03,\n", + " 7.2168e-02, 5.7295e-02, -1.8042e-02, 7.9364e-02, 6.9038e-02,\n", + " -5.3469e-03, -5.9349e-02, 1.6824e-01, -7.2458e-02, 8.6870e-02,\n", + " -2.1295e-02, 1.3599e-03, -1.3371e-01, -3.1909e-02, 4.4527e-02,\n", + " 4.6423e-02, -7.2203e-03, -6.8191e-02, -1.0633e-02, 1.2906e-01,\n", + " -3.5127e-02, -1.3789e-01, -4.5097e-02, 1.7260e-02, -1.6271e-01,\n", + " -1.1913e-01, -1.1071e-01, 1.0279e-01, -1.4868e-02, -3.4222e-02,\n", + " 1.1403e-01, -1.0091e-01, 1.7242e-01, -8.6222e-02, -9.3097e-02,\n", + " 3.5066e-02, 3.8108e-02, 3.5905e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8273, 0.8597, 0.7912, 0.8127, 0.8274, 0.8271, 0.8111, 0.7986, 0.8362,\n", + " 0.8129, 0.8104, 0.7973, 0.7927, 0.8119, 0.8387, 0.7919, 0.8002, 0.8188,\n", + " 0.8604, 0.8405, 0.8318, 0.8130, 0.8434, 0.8256, 0.8152, 0.8129, 0.8185,\n", + " 0.8374, 0.8148, 0.8530, 0.8174, 0.8290, 0.8563, 0.8188, 0.8557, 0.8421,\n", + " 0.7919, 0.8281, 0.8423, 0.8192, 0.8373, 0.8306, 0.8320, 0.7929, 0.7954,\n", + " 0.8180, 0.4970, 0.8212, 0.8710, 0.8687, 0.7985, 0.8531, 0.8373, 0.7884,\n", + " 0.7940, 0.8239, 0.8573, 0.8158, 0.8325, 0.8199, 0.8176, 0.7926, 0.8226,\n", + " 0.8038, 0.8297, 0.8112, 0.8257, 0.8419, 0.8096, 0.8237, 0.8434, 0.8214,\n", + " 0.8301, 0.8116, 0.8266, 0.7900, 0.8137, 0.8051, 0.8181, 0.8179, 0.8230,\n", + " 0.8366, 0.8232, 0.8053, 0.8074, 0.8351, 0.7987, 0.8627, 0.8499, 0.7886,\n", + " 0.7825, 0.8175, 0.7969, 0.7911, 0.8222, 0.8133, 0.8174, 0.8067, 0.8251,\n", + " 0.8375, 0.8342, 0.8667, 0.8310, 0.8138, 0.8208, 0.7957, 0.8359, 0.8171,\n", + " 0.8286, 0.8028, 0.8087, 0.8219, 0.8533, 0.8269, 0.8189, 0.8482, 0.8171,\n", + " 0.8487, 0.8179, 0.8452, 0.8064, 0.8117, 0.8422, 0.3965, 0.8228, 0.8103,\n", + " 0.8062, 0.7932, 0.8165, 0.8311, 0.8378, 0.8362, 0.8162, 0.8181, 0.8028,\n", + " 0.8171, 0.8131, 0.8337, 0.8263, 0.8215, 0.8403, 0.8594, 0.7818, 0.7253,\n", + " 0.8299, 0.8187, 0.8312, 0.7728, 0.8245, 0.8273, 0.8048, 0.7919, 0.8001,\n", + " 0.8238, 0.8344, 0.8013, 0.8150, 0.8224, 0.8397, 0.8329, 0.8400, 0.8410,\n", + " 0.8370, 0.8531, 0.7777, 0.8362, 0.8352, 0.7994, 0.7844, 0.8245, 0.8166,\n", + " 0.8282, 0.8355, 0.8324, 0.8171, 0.8315, 0.8158, 0.8214, 0.8069, 0.7942,\n", + " 0.1450, 0.8259, 0.8334, 0.8395, 0.8286, 0.8479, 0.8137, 0.8094, 0.8057,\n", + " 0.8351, 0.8161, 0.8335, 0.8292, 0.8176, 0.8149, 0.8408, 0.8403, 0.8258,\n", + " 0.8222, 0.8097, 0.8211, 0.8226, 0.8120, 0.7863, 0.8082, 0.4059, 0.8482,\n", + " 0.8135, 0.8325, 0.8117, 0.8086, 0.8243, 0.8312, 0.7850, 0.8252, 0.8008,\n", + " 0.8184, 0.8311, 0.7966, 0.8279, 0.8327, 0.8157, 0.8512, 0.7968, 0.8399,\n", + " 0.5803, 0.8320, 0.8049, 0.8168, 0.6614, 0.7904, 0.8386, 0.8002, 0.8371,\n", + " 0.8311, 0.8233, 0.8374, 0.8517, 0.8075, 0.7810, 0.8043, 0.8287, 0.8310,\n", + " 0.7545, 0.8091, 0.8130, 0.8315, 0.8237, 0.7936, 0.8294, 0.8144, 0.8791,\n", + " 0.8355, 0.8370, 0.8485, 0.8280, 0.8163, 0.7991, 0.8133, 0.8094, 0.8394,\n", + " 0.8253, 0.8452, 0.8121, 0.8158, 0.7934, 0.7687, 0.8261, 0.8256, 0.8363,\n", + " 0.8233, 0.8185, 0.8239, 0.8132, 0.8256, 0.8243, 0.8149, 0.8408, 0.8208,\n", + " 0.8138, 0.8163, 0.7973, 0.8426, 0.8028, 0.7939, 0.7976, 0.8272, 0.8379,\n", + " 0.8260, 0.8205, 0.8320, 0.8118, 0.8349, 0.8141, 0.8088, 0.8105, 0.8428,\n", + " 0.8186, 0.8262, 0.8469, 0.8352, 0.8187, 0.8220, 0.8426, 0.8953, 0.8250,\n", + " 0.8079, 0.8207, 1.6714, 0.8294, 0.7880, 0.8008, 0.7966, 0.8185, 0.8555,\n", + " 0.8230, 0.8749, 0.8322, 0.8289, 0.8166, 0.8341, 0.8206, 0.8092, 0.8114,\n", + " 0.8251, 0.8403, 0.8264, 0.6936, 0.8250, 0.8249, 0.8277, 0.7653, 0.8449,\n", + " 0.8456, 0.7697, 0.8154, 0.7930, 0.8215, 0.8228, 0.8101, 0.8201, 0.8852,\n", + " 0.8160, 0.8325, 0.8228, 0.8055, 0.8194, 0.8051, 0.8539, 0.8013, 0.8210,\n", + " 0.8187, 0.7815, 0.8133, 0.8271, 0.8175, 0.8074, 0.8010, 0.8360, 0.8063,\n", + " 0.7781, 0.7964, 0.8130, 0.8201, 0.8111, 0.8239, 0.7888, 0.8238, 0.8276,\n", + " 0.8202, 0.7845, 0.8020, 0.8486, 0.8324, 0.7349, 0.8443, 0.8322, 0.8151,\n", + " 0.7926, 0.8470, 0.8378, 0.1852, 0.8060, 0.8118, 0.7750, 0.8366, 0.8364,\n", + " 0.8423, 0.8459, 0.8031, 0.8347, 0.8397, 0.8388, 0.8104, 0.8390, 0.8678,\n", + " 0.8161, 0.8127, 0.8537, 0.8327, 0.8169, 0.8132, 0.8189, 0.8318, 0.8313,\n", + " 0.7993, 0.8308, 0.8307, 0.8116, 0.8404, 0.8250, 0.7948, 0.8266, 0.8650,\n", + " 0.8057, 0.8128, 0.8006, 0.8119, 0.8175, 0.8201, 0.8344, 0.8236, 0.7972,\n", + " 0.8282, 0.8399, 0.8198, 0.8253, 0.8390, 0.8354, 0.8198, 0.8079, 0.7840,\n", + " 0.8349, 0.8008, 0.8354, 0.8714, 0.8202, 0.8363, 0.8433, 0.8275, 0.8186,\n", + " 0.8384, 0.8247, 0.8012, 0.8240, 0.7401, 0.8366, 0.8256, 0.8084, 0.7896,\n", + " 0.8291, 0.8187, 0.8238, 0.8233, 0.8616, 0.8359, 0.8294, 0.8439, 0.7895,\n", + " 0.8019, 0.8218, 0.8339, 0.8189, 0.8238, 0.7702, 0.8201, 0.8073, 0.7893,\n", + " 0.8113, 0.8165, 0.6834, 0.8114, 0.8481, 0.8409, 0.8116, 0.8058, 0.8391,\n", + " 0.8540, 0.8109, 0.8212, 0.8303, 0.8101, 0.8116, 0.8115, 0.8268, 0.8167,\n", + " 0.8220, 0.8025, 0.8240, 0.8222, 0.8286, 0.8318, 0.8273, 0.8253, 0.8350,\n", + " 0.8268, 0.8093, 0.8169, 0.8478, 0.8354, 0.8033, 0.8238, 0.7871, 0.8056,\n", + " 0.8211, 0.8452, 0.8161, 0.8073, 0.8464, 0.8281, 0.8235, 0.8283, 0.8307,\n", + " 0.8222, 0.7855, 0.8053, 0.8373, 0.8079, 0.8344, 0.8179, 0.8235, 0.8201,\n", + " 0.8211, 0.8243, 0.8237, 0.8234, 0.5874, 0.8415, 0.8194, 0.8178, 0.8204,\n", + " 0.8356, 0.8469, 0.8369, 0.8249, 0.7611, 0.8630, 0.8374, 0.8169, 0.8775,\n", + " 0.8242, 0.8208, 0.8545, 0.8420, 0.8186, 0.8117, 0.8278, 0.8381, 0.8080,\n", + " 0.8173, 0.8495, 0.8113, 0.8132, 0.8182, 0.8221, 0.8198, 0.8587, 0.7927,\n", + " 0.8494, 0.8098, 0.8482, 0.8227, 0.8483, 0.8245, 0.8243, 0.8201, 0.7882,\n", + " 0.8251, 0.8499, 0.8260, 0.8281, 0.8260, 0.8090, 0.8070, 0.8237, 0.8127,\n", + " 0.8481, 0.8055, 0.8227, 0.8249, 0.8287, 0.8207, 0.8289, 0.8168, 0.8438,\n", + " 0.8201, 0.8158, 0.8584, 0.8299, 0.8603, 0.8508, 0.8443, 0.8617, 0.8318,\n", + " 0.8129, 0.8080, 0.8298, 0.8282, 0.8145, 0.8550, 0.8275, 0.8496, 0.8239,\n", + " 0.8107, 0.8427, 0.8133, 0.8370, 0.8111, 0.7928, 0.8511, 0.8256, 0.8159,\n", + " 0.8265, 0.8169, 0.7986, 0.8157, 0.8122, 0.8265, 0.8530, 0.8061, 0.7315,\n", + " 0.8131, 0.8578, 0.8576, 0.8391, 0.8297, 0.8245, 0.8006, 0.8158, 0.8346,\n", + " 0.8133, 0.8205, 0.8093, 0.7974, 0.8281, 0.8084, 0.8319, 0.8363, 0.8168,\n", + " 0.8062, 0.8346, 0.7844, 0.8169, 0.7846, 0.8469, 0.8109, 0.7964, 0.7649,\n", + " 0.7958, 0.8158, 0.8326, 0.8266, 0.8002, 0.8137, 0.8065, 0.8098, 0.8077,\n", + " 0.7860, 0.8164, 0.8205, 0.8393, 0.8439, 0.8411, 0.8476, 0.8092, 0.8113,\n", + " 0.8384, 0.8239, 0.8108, 0.8111, 0.7772, 0.8289, 0.8215, 0.8153, 0.8190,\n", + " 0.8190, 0.8100, 0.8405, 0.8342, 0.8349, 0.8395, 0.8315, 0.8235, 0.8161,\n", + " 0.8347, 0.8027, 0.8226, 0.8238, 0.8289, 0.8343, 0.8369, 0.8326, 0.8224,\n", + " 0.8344, 0.8386, 0.8268, 0.8087, 0.8206, 0.8161, 0.8125, 0.8191, 0.8127,\n", + " 0.7821, 0.8277, 0.8047, 0.8271, 0.7902, 0.7538, 0.8425, 0.8265, 0.8118,\n", + " 0.8276, 0.8259, 0.8024, 0.8008, 0.8198, 0.7994, 0.8287, 0.8398, 0.8175,\n", + " 0.1814, 0.8325, 0.8296, 0.8209, 0.8396, 0.8337, 0.8168, 0.8191, 0.8003,\n", + " 0.8168, 0.8285, 0.8536, 0.8231, 0.8784, 0.8163, 0.8100, 0.8284, 0.8261,\n", + " 0.8522, 0.8184, 0.8196, 0.8376, 0.8261, 0.8238, 0.8144, 0.8121, 0.8293,\n", + " 0.8341, 0.8381, 0.8203, 0.8221, 0.8557, 0.7928, 0.8216, 0.8405, 0.7998,\n", + " 0.6775, 0.8221, 0.8230, 0.8151, 0.8555, 0.8396, 0.8318, 0.8067, 0.8071,\n", + " 0.8237, 0.8258, 0.8341], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 9.9911e-03, -2.1731e-02, -8.5418e-02, -1.1091e-02, -7.9022e-02,\n", + " -8.4919e-02, -5.0959e-02, -1.0246e-01, -4.5238e-03, -2.2691e-02,\n", + " -2.5858e-02, -5.9837e-02, 1.9699e-02, -1.0160e-01, -2.3683e-02,\n", + " -1.3263e-01, -9.5915e-02, -6.0343e-02, -2.2185e-02, -6.3525e-02,\n", + " -1.0601e-01, -3.7986e-02, -1.3533e-02, -9.5777e-02, -5.9688e-02,\n", + " -7.9165e-02, -6.0853e-02, 1.6724e-03, -1.4806e-02, -3.9187e-02,\n", + " -1.2437e-01, -6.9457e-02, -4.0086e-02, 3.3282e-02, -4.6313e-02,\n", + " -3.2780e-02, -2.4511e-02, -2.9815e-02, -6.1609e-02, -2.6567e-02,\n", + " 6.5424e-03, 1.6071e-02, -3.8619e-02, -7.5152e-02, -4.1365e-02,\n", + " -2.9133e-02, -4.4066e-02, -1.9910e-02, 6.1147e-03, -2.0784e-02,\n", + " 5.6153e-02, -6.3402e-02, -8.1718e-02, -2.1161e-02, -1.1285e-01,\n", + " -1.0720e-01, 5.2568e-05, -5.5708e-04, 1.9047e-02, 4.8022e-03,\n", + " -3.7431e-02, -6.4962e-02, -3.5965e-02, -1.0284e-02, -5.8101e-02,\n", + " -1.1849e-01, -5.2727e-02, -7.4062e-02, 5.4283e-02, -5.3025e-02,\n", + " 3.9204e-03, -9.7835e-02, -3.4598e-02, -1.5429e-02, -5.7405e-02,\n", + " 2.0642e-02, -2.8590e-02, -6.8071e-02, -7.5334e-02, -4.8628e-02,\n", + " -4.0453e-02, -7.4228e-02, -5.4106e-02, -1.0514e-01, -4.6446e-02,\n", + " -5.5732e-02, -4.6757e-02, -3.6951e-02, -1.5078e-02, -1.4061e-01,\n", + " 8.7417e-03, 1.0586e-02, -1.0612e-01, -8.5275e-03, -7.1212e-02,\n", + " 3.3767e-02, -8.9851e-02, -1.5196e-02, -4.4344e-02, -3.0090e-02,\n", + " -2.5190e-02, 1.9014e-03, -8.4510e-02, -3.1113e-02, -2.4284e-02,\n", + " -5.5333e-02, -4.8818e-02, -3.2881e-02, -1.4534e-02, -1.6910e-02,\n", + " -2.6374e-02, -2.7997e-02, -1.2696e-02, 1.9971e-04, -5.2947e-02,\n", + " -5.5305e-02, -5.5210e-02, -1.5646e-02, -1.9907e-02, -7.2995e-02,\n", + " -5.0182e-02, -2.8904e-02, -7.6838e-02, -4.1030e-01, -4.4682e-02,\n", + " -1.2926e-02, -1.3576e-02, -4.8880e-02, -2.2388e-02, -2.9814e-02,\n", + " -5.6254e-02, -7.4661e-02, -4.0026e-02, -1.7584e-03, -1.0772e-03,\n", + " -3.2441e-02, -6.4202e-02, 7.3877e-03, -2.3857e-02, -2.8361e-02,\n", + " -3.4471e-03, -7.6416e-03, -3.3039e-02, -1.2528e-01, -6.2538e-02,\n", + " 4.4751e-03, -2.3702e-02, 6.6690e-02, -5.3297e-03, -6.4901e-02,\n", + " -3.4022e-02, -7.0986e-02, -4.2420e-04, 6.2338e-03, 7.4419e-04,\n", + " -7.4062e-02, -3.6650e-02, -4.8876e-02, -7.2099e-02, -2.3079e-02,\n", + " -2.7489e-02, -2.9204e-02, -1.1956e-02, -5.7632e-02, -1.3603e-01,\n", + " -3.5237e-02, -8.6895e-02, -8.6527e-02, 1.6948e-02, -4.3703e-02,\n", + " -3.6273e-02, 2.6496e-02, -1.1421e-01, -3.9111e-02, -3.8379e-02,\n", + " -7.0450e-02, -7.3725e-02, -2.8091e-02, -8.0674e-02, -9.0598e-02,\n", + " -1.0157e-01, -1.2004e-01, -3.0780e-02, -3.8558e-02, -5.5876e-02,\n", + " -3.9297e-02, -1.0207e-01, -1.4810e-02, -1.0007e-01, -4.7311e-02,\n", + " -3.4091e-02, 1.4821e-03, -1.1007e-01, -2.9160e-02, -6.8113e-02,\n", + " -4.6947e-02, -1.2606e-02, -3.3736e-02, -6.4685e-02, -3.9513e-02,\n", + " -2.3827e-02, -6.3594e-02, -6.4615e-02, -2.7288e-02, -1.3813e-02,\n", + " -1.8821e-01, -2.1046e-02, -3.8563e-02, -5.3869e-02, -5.7992e-02,\n", + " -4.7478e-02, -5.8891e-02, -4.7414e-02, -1.0252e-01, -3.8033e-02,\n", + " -3.2360e-03, 5.8322e-03, -3.7740e-02, -1.1409e-01, -7.0290e-04,\n", + " -6.6285e-02, -1.0832e-01, -4.5646e-02, -8.4208e-02, -5.4448e-02,\n", + " -2.5062e-01, -5.1225e-02, 6.6958e-02, -7.1123e-02, -7.2297e-03,\n", + " -1.1737e-03, -1.3975e-02, -1.1764e-01, -2.8519e-02, 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-7.8711e-02, -1.1046e-01,\n", + " -2.4371e-02, -4.6823e-02, 8.0789e-03, -6.6701e-01, -5.2926e-02,\n", + " -1.1325e-02, -1.4399e-03, -1.0808e-01, -4.1863e-02, -3.6180e-02,\n", + " -5.2937e-02, -5.2122e-02, -7.9372e-02, -3.9934e-02, 1.7669e-02,\n", + " -3.5720e-02, -9.6919e-02, -7.8563e-02, 4.3456e-02, -1.5752e-02,\n", + " -7.3775e-03, -5.2622e-02, -1.4332e-01, -2.4892e-02, 8.7368e-03,\n", + " -5.3342e-02, -5.0091e-02, -5.8282e-02, -1.5009e-01, -2.4953e-02,\n", + " -8.6614e-03, 1.5207e-02, -4.2207e-02, -4.6732e-02, -1.2320e-02,\n", + " -4.9060e-02, -1.0421e-01, -3.4343e-02, -5.9889e-02, -4.5474e-02,\n", + " 2.2524e-02, -3.9818e-02, 9.7119e-03, -4.2121e-02, 6.7828e-02,\n", + " -3.1296e-02, -2.6843e-02, -1.5530e-01, -4.6035e-02, -1.5778e-02,\n", + " -1.2878e-02, -3.0815e-02, -5.4324e-02, -3.9495e-02, -6.7273e-02,\n", + " -3.4010e-02, -2.4445e-02, -9.7994e-02, -4.5251e-02, -7.7136e-02,\n", + " -7.4479e-02, -4.6176e-04, -3.6473e-02, -1.2272e-02, -1.1400e-02,\n", + " 6.4480e-02, -4.6266e-02, -3.7088e-02, -7.8402e-03, 3.3160e-02,\n", + " -4.2512e-02, -9.6050e-02, 1.2693e-02, -8.7282e-03, -7.9768e-02,\n", + " -2.6688e-02, 1.2342e+00, -1.8039e-02, -1.9496e-02, -1.2410e-01,\n", + " -4.1538e-02, -5.3155e-03, -5.9706e-02, -1.2424e-02, -4.7047e-03,\n", + " -6.9884e-02, -6.3183e-02, -6.7926e-02, -1.1283e-02, -5.4642e-02,\n", + " -2.9658e-02, 8.7688e-03, 1.7863e-02, -7.7521e-02, -2.6839e-02,\n", + " -5.4859e-02, -3.8077e-02, -9.4398e-02, -3.1434e-02, -3.1474e-02,\n", + " -1.2879e-02, -4.8862e-02, 4.8742e-02, -8.7172e-02, -3.7206e-02,\n", + " -7.0836e-02, -5.0987e-02, -2.7047e-02, 1.2548e-02, -2.7316e-02,\n", + " -6.1959e-02, -6.3211e-02, -3.3921e-02, -6.0652e-02, -4.4191e-02,\n", + " -4.6352e-02, -7.9696e-03, -8.0579e-02, -3.1754e-02, -5.6834e-02,\n", + " -9.4625e-02, -3.3766e-02, 1.0041e-02, 4.8681e-03, -5.6882e-02,\n", + " 1.8110e-02, 1.4456e-02, -1.7093e-02, -6.4950e-02, -1.4863e-02,\n", + " -4.3046e-02, -3.0155e-02, -3.0272e-02, -4.6320e-03, -1.2794e-02,\n", + " -5.9728e-02, 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-1.8495e-02, -6.7725e-02, -2.2573e-02, 1.5954e-02, -4.2736e-02,\n", + " -1.1319e-01, -1.6139e-02, -3.8273e-02, 1.8396e-02, -3.6924e-02,\n", + " -1.4614e-02, -7.8820e-02, -3.9939e-02, 1.7853e-02, -3.5268e-02,\n", + " -5.1438e-03, 2.7042e-03, -1.2847e-02, -8.0948e-02, -2.0056e-02,\n", + " -9.5752e-02, -8.4829e-03, -9.1452e-03, -6.1099e-02, -8.7580e-02,\n", + " 1.0184e-02, -6.3736e-02, -6.0583e-03, -6.6168e-02, 9.5015e-02,\n", + " -9.3529e-02, -4.2957e-02, -1.0764e-02, -2.6883e-02, 2.9078e-03,\n", + " 1.6555e-02, -1.4094e-02, -4.3040e-02, -8.9755e-02, -6.9320e-02,\n", + " -1.8519e-02, -1.0838e-03, -6.7991e-02, -5.3360e-02, -6.4697e-02,\n", + " -7.3795e-03, -2.9285e-02, -8.2708e-02, -4.6001e-02, 6.5025e-03,\n", + " -6.0623e-03, -9.6565e-03, -9.4287e-02, -7.0777e-03, 2.2010e-02,\n", + " -8.5708e-02, -4.1289e-02, -4.7729e-02, -3.6953e-02, -4.0076e-02,\n", + " -1.6337e-02, -8.1847e-02, -1.1734e-01, -2.8326e-02, -1.1577e-02,\n", + " -5.4508e-02, -3.5414e-02, 1.9469e-02, -8.9905e-02, 2.4397e-02,\n", + " -8.5392e-03, -6.6797e-02, -6.4009e-02, -6.3319e-02, -1.7018e-02,\n", + " -5.7650e-03, -1.0963e-01, 2.4166e-03, -5.2971e-02, -3.1823e-02,\n", + " -5.1509e-02, -5.2670e-02, -5.1378e-02, 1.2320e-02, -5.8371e-02,\n", + " -5.2755e-02, -4.5402e-02, -1.7602e-02, -7.9624e-02, -4.9163e-02,\n", + " -4.5584e-02, -2.9496e-02, 1.5783e-02, -5.8591e-02, -1.2061e-01,\n", + " -6.3204e-02, -6.0637e-02, -4.7426e-02, 5.2212e-03, -1.0803e-02,\n", + " -8.8708e-02, -8.4110e-03, -4.1089e-02, -6.1244e-02, -6.9400e-02,\n", + " 5.9572e-02, -6.2619e-04, -3.9389e-02, -2.0552e-02, 3.3747e-02,\n", + " -1.2618e-01, -4.6918e-02, -4.4600e-02, -5.4035e-02, -5.6527e-02,\n", + " -5.9106e-02, -8.9185e-02, 1.6636e-03, -7.0490e-02, -7.8546e-02,\n", + " -9.4421e-02, -6.7967e-02, -1.1163e-01, -1.5173e-01, -2.0537e-02,\n", + " -3.0213e-02, -8.1726e-02, -1.1522e-01, -5.6791e-02, -4.1666e-02,\n", + " 2.8827e-02, -6.0505e-02, 3.4731e-02, 3.6714e-02, -6.2664e-02,\n", + " 3.2626e-02, -7.2699e-02, -1.1528e-01, -6.3234e-02, -1.0146e-01,\n", + " -1.1614e-01, -4.8142e-02, -1.0865e-01, -6.9105e-02, -3.3361e-02,\n", + " -2.5578e-02, -1.3720e-01, -1.0591e-01, -5.5810e-02, -4.9357e-02,\n", + " -7.5403e-02, -2.2140e-02, -1.1475e-01, -2.2073e-02, -9.0478e-02,\n", + " -3.7927e-02, -5.4683e-02, -1.2830e-01, -9.2655e-02, -6.7291e-02,\n", + " -1.1527e-01, 5.0327e-03, -8.8101e-03, -1.7784e-02, -1.1600e-01,\n", + " 2.9478e-03, -1.0082e-01, -6.8860e-02, -7.0515e-02, -2.1972e-02,\n", + " -7.5812e-02, -1.2126e-02, -7.8754e-02, -3.5369e-02, -5.8462e-02,\n", + " -2.3800e-02, -5.0041e-02, -1.0561e-01, -2.2384e-02, -5.1946e-02,\n", + " 1.3943e-02, 1.0339e-03, 5.1043e-03, -3.4733e-02, -4.6358e-02,\n", + " -6.1365e-02, -1.4683e-02, -3.9663e-03, -2.7667e-02, -3.0266e-02,\n", + " -9.8227e-02, -2.9119e-02, 6.8651e-03, -3.5015e-02, -9.4804e-02,\n", + " -8.8822e-02, -1.5799e-01, -2.5026e-02, -2.3272e-02, -4.6642e-02,\n", + " 1.8524e-02, -8.2921e-02, -7.5322e-02, -9.0289e-02, -2.9547e-02,\n", + " -9.8346e-02, 2.5116e-02, -6.2788e-02, -8.0618e-02, -5.6549e-02,\n", + " 3.7705e-01, -8.2464e-02, -5.7788e-02, -5.6724e-02, -6.7727e-02,\n", + " -5.0570e-03, 2.6409e-02, -9.3525e-03, -6.7059e-03, 1.7871e-02,\n", + " -4.7371e-02, -4.6696e-02, -1.0365e-02, -7.4026e-02, -8.8747e-02,\n", + " -3.5788e-02, -2.9538e-02, -5.2848e-02, -3.8083e-02, -7.7811e-02,\n", + " -5.1079e-02, -4.2770e-02, 2.6733e-02, -5.9677e-03, -7.4430e-03,\n", + " -9.0626e-02, -2.0063e-02, -2.0051e-02, -4.1825e-02, -7.8440e-02,\n", + " -3.3627e-02, -4.4238e-02, -2.2995e-02, -6.5732e-02, 4.6892e-03,\n", + " 1.6609e-02, 1.9837e-02, -5.4074e-02, -1.7401e-02, -2.0425e-02,\n", + " -5.9345e-02, -1.1818e-02, -5.0286e-02, 4.0857e-02, -3.0308e-03,\n", + " -3.4822e-02, -5.7651e-02, -4.0377e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 5.0130e-02, 1.1887e-01, 2.1868e-01, 8.7210e-02, -2.0477e-01,\n", + " 2.2648e-01, -3.4360e-01, 6.4057e-02, -4.1554e-01, 1.1557e-01,\n", + " 2.8522e-01, -1.0724e-01, 2.1037e-01, 6.5960e-02, -8.9728e-02,\n", + " -6.1263e-02, 1.1344e-01, -1.9265e-01, -1.2109e-02, -2.4905e-01,\n", + " 7.1558e-02, -2.0746e-01, -1.8167e-01, -1.9616e-02, 5.7593e-02,\n", + " -4.0425e-02, 3.1487e-01, -1.6641e-01, 3.6615e-01, 2.8458e-02,\n", + " -8.9834e-02, -4.3720e-02, -1.2218e-01, 1.1063e-01, 4.6565e-02,\n", + " 5.6489e-02, 2.5875e-01, 1.0859e-01, -2.2724e-01, -1.5846e-01,\n", + " -2.0762e-01, -2.8562e-01, -1.6824e-01, 1.7382e-01, 2.8304e-02,\n", + " -8.5946e-02, -1.2882e-01, -3.9624e-05, 1.3995e-01, -1.4809e-01,\n", + " -1.4983e-01, 8.0181e-02, -2.4638e-01, 1.3984e-01, -4.8627e-01,\n", + " -3.8021e-02, 7.8774e-02, -5.4215e-01, 1.8015e-01, -2.4764e-01,\n", + " -8.2056e-02, 2.0403e-01, -1.2871e-01, 1.7048e-01, 3.3818e-01,\n", + " -5.3207e-01, 2.6975e-01, 1.5490e-01, 2.6109e-01, -6.6078e-02,\n", + " -1.0768e-01, 6.7982e-02, 5.1441e-03, -1.7760e-01, -8.6212e-03,\n", + " -1.2084e-01, 2.7072e-02, 9.5277e-02, -1.1946e-01, -1.7435e-01,\n", + " 1.2826e-02, -1.4399e-01, 5.4034e-02, -7.1218e-02, -1.0277e-01,\n", + " -8.0027e-02, 1.2395e-01, 1.2472e-01, 2.8782e-01, -2.4318e-01,\n", + " 6.9833e-02, -1.5565e-01, 5.3963e-02, 2.2090e-01, -6.5430e-02,\n", + " -2.9557e-01, 1.9449e-01, -2.0094e-02, -3.5260e-02, -1.2373e-01,\n", + " 1.1984e-01, 1.1227e-01, 4.9598e-02, 2.9100e-01, -1.6697e-01,\n", + " 9.0494e-02, -5.6501e-02, 1.8282e-01, 1.1605e-01, -1.1072e-01,\n", + " -1.3768e-01, -1.3056e-01, 5.1009e-03, 3.5995e-02, -2.2659e-01,\n", + " -1.7014e-01, -3.6584e-02, 1.4101e-01, 1.6270e-01, -1.3676e-01,\n", + " 4.6082e-01, -1.5044e-02, 2.6074e-01, 2.4027e-01, -3.2432e-01,\n", + " -1.0082e-01, -6.3582e-03, -1.2997e-01, 1.7895e-01, -5.6416e-03,\n", + " -3.2919e-02, 9.1986e-03, 3.9944e-02, -4.8234e-03, -1.0553e-02,\n", + " 4.5920e-02, -5.7454e-02, -5.0634e-03, 3.1936e-02, 2.5940e-02,\n", + " 2.4509e-02, 5.9364e-03, -7.3236e-02, 4.9799e-02, -6.5353e-02,\n", + " -3.0103e-02, -5.1781e-02, 1.8562e-02, -1.2511e-02, -2.4903e-02,\n", + " -1.9358e-02, -2.2507e-02, -5.2231e-02, 8.5270e-02, 5.6999e-03,\n", + " 5.2514e-02, -7.0874e-02, 3.2521e-02, 5.5978e-02, 3.1149e-02,\n", + " -3.7748e-02, -1.6950e-02, -1.9682e-02, -7.0004e-02, 6.0100e-02,\n", + " -3.0003e-02, -1.9542e-02, -2.6614e-02, -5.4306e-02, -3.2268e-02,\n", + " -2.3941e-02, 4.8159e-02, -6.7734e-02, 9.6824e-03, 6.2304e-02,\n", + " 1.5483e-02, 4.7038e-02, -4.1295e-02, -2.6080e-02, 7.5054e-02,\n", + " -9.9345e-03, 6.7070e-02, -5.5948e-03, -4.9686e-02, 6.9155e-02,\n", + " -1.2513e-02, -9.6080e-03, 1.4420e-02, 8.9716e-02, -3.2649e-02,\n", + " 1.3103e-02, -5.8897e-02, -2.8231e-01, -2.1987e-01, 7.4569e-02,\n", + " -1.9329e-01, -2.3904e-01, -2.0547e-01, 1.4832e-01, -2.0592e-01,\n", + " -1.0556e-01, -3.3246e-01, 2.9869e-01, 1.4742e-02, -3.4112e-02,\n", + " -5.1247e-02, 1.7858e-01, -1.5464e-01, 4.4350e-01, -3.4233e-01,\n", + " 6.0810e-02, -4.8418e-01, -1.7234e-01, 5.5829e-01, -1.9054e-01,\n", + " -1.7085e-01, -6.5740e-02, 4.6172e-01, 1.1685e-01, -1.0867e-01,\n", + " 2.5521e-02, 9.3015e-02, -3.3565e-01, 9.7723e-02, 1.1447e-01,\n", + " 2.5188e-01, 2.4162e-01, -3.2859e-02, 1.1418e-01, -1.3454e-01,\n", + " 1.1214e-01, 1.9344e-01, 2.8808e-01, 3.6662e-02, -9.1874e-02,\n", + " -1.8925e-02, 8.3655e-02, -2.9657e-01, 4.3850e-01, -3.1043e-01,\n", + " 2.6670e-01, -2.4112e-01, 1.0252e-01, -1.7780e-04, -7.8823e-02,\n", + " -2.7052e-01, -8.6674e-03, 1.0519e-02, 2.3936e-01, -2.9538e-01,\n", + " 8.4221e-02, 3.3672e-02, 1.9706e-01, -6.2164e-02, -2.4718e-02,\n", + " 8.7717e-02, -2.5071e-01, 1.5706e-01, 2.3768e-01, 3.9946e-01,\n", + " 1.1246e-01, -1.7711e-01, -3.4676e-01, -4.5355e-01, 7.5780e-02,\n", + " -7.4163e-02, -5.9656e-03, 1.8497e-01, 4.2538e-01, 2.2415e-02,\n", + " -1.9526e-01, -8.4955e-02, -2.0987e-01, -3.9819e-01, -1.6228e-01,\n", + " -1.0210e-01, 1.6659e-01, 1.4552e-01, -2.1444e-01, -1.1108e-01,\n", + " 7.1328e-02, -1.7965e-01, 5.0596e-03, -1.4955e-01, -2.5073e-01,\n", + " -2.3035e-01, 1.9926e-01, -1.9052e-01, -5.7047e-02, -2.4461e-02,\n", + " -4.0321e-01, 1.3474e-01, -4.3975e-03, -2.7324e-01, -1.3796e-01,\n", + " 6.3967e-02, 2.7403e-01, 1.9344e-01, -1.2892e-01, -1.6142e-02,\n", + " 3.8657e-01, 1.5079e-01, 9.9633e-02, 6.6772e-01, 1.5956e-01,\n", + " 1.2797e-01, 1.6047e-01, 1.4334e-01, -7.4570e-02, -3.9579e-01,\n", + " 1.7510e-02, -3.4705e-02, 1.4462e-01, 1.2939e-01, -1.1103e-01,\n", + " 4.3722e-02, -1.4519e-01, 6.8075e-02, 3.0203e-02, -4.9669e-02,\n", + " 3.4470e-01, 1.4825e-02, -1.2054e-01, -3.6352e-01, 1.1949e-02,\n", + " -1.1544e-01, 5.5563e-01, 6.3900e-01, -9.1271e-02, 5.7076e-02,\n", + " 1.8457e-02, -1.9434e-01, 5.8411e-01, 1.5039e-01, -2.1969e-01,\n", + " 8.3831e-02, 3.5248e-01, -2.1035e-01, 1.2112e-01, -1.5372e-01,\n", + " 7.9632e-02, -2.5212e-01, -4.9995e-02, 4.1693e-01, 1.3844e-01,\n", + " 8.8435e-02, 7.5546e-01, 2.8799e-01, 7.1233e-03, 1.6018e-01,\n", + " -4.3708e-01, 4.0694e-02, -2.8835e-01, -1.8012e-01, 7.6160e-01,\n", + " 6.1730e-02, 2.0175e-01, 2.5984e-01, -1.8264e-01, -1.3711e-01,\n", + " 1.8038e-01, 9.9823e-02, 2.9867e-03, 3.7477e-01, -7.3096e-02,\n", + " -5.5421e-02, 7.9605e-01, -3.7314e-01, 4.5567e-01, 3.8785e-01,\n", + " -4.6460e-01, -3.1176e-01, -9.7430e-02, 1.1275e-01, 1.7523e-01,\n", + " -1.7209e-01, 2.6395e-01, 5.0246e-01, -2.1430e-01, -1.3977e-01,\n", + " 1.2911e-01, 2.6221e-01, 1.2876e-01, 1.8243e-02, 1.9331e-02,\n", + " 2.0036e-01, -3.7061e-03, -5.2489e-02, -3.8090e-02, 1.7509e-01,\n", + " 1.4210e-01, 2.6394e-01, -2.4669e-01, -2.0842e-01, 7.3437e-02,\n", + " 8.0304e-02, -8.8610e-02, 9.5805e-02, -2.8193e-03, 9.6245e-02,\n", + " -5.9579e-02, 1.8303e-02, -5.2196e-02, 2.4602e-03, -8.9981e-03,\n", + " -1.4188e-01, 1.6982e-01, 1.4684e-02, 8.0432e-02, 1.4415e-01,\n", + " -7.9289e-02, -4.3563e-02, -1.3048e-01, 9.0140e-02, -1.1332e-01,\n", + " 6.5817e-02, -2.8919e-02, -5.0692e-02, -6.8233e-02, 1.2676e-01,\n", + " -7.7853e-03, -1.1944e-01, -7.1633e-02, 3.8406e-02, 5.1482e-02,\n", + " -2.3815e-01, -7.2538e-02, 5.0957e-01, -7.4238e-02, -1.2476e-01,\n", + " -7.3363e-02, 2.0673e-01, -3.3949e-02, -1.0945e-04, -1.1571e-02,\n", + " -2.1345e-01, 2.1062e-01, 4.1730e-02, -5.9223e-03, 3.1824e-01,\n", + " -1.7664e-01, -2.7752e-02, -1.7509e-02, -2.5941e-01, -5.6525e-02,\n", + " 2.2949e-01, 5.6018e-02, 5.1439e-02, 4.4295e-01, -6.6992e-02,\n", + " 1.8303e-02, 1.6685e-01, 1.9616e-01, 8.3671e-02, 5.5415e-01,\n", + " -1.4475e-01, -3.9549e-01, -1.6309e-02, 3.3830e-01, 1.1835e-01,\n", + " -3.6023e-01, -4.5967e-01, -1.0929e-01, 1.9510e-01, -8.4783e-02,\n", + " 1.7358e-01, -1.9851e-01, 3.5490e-02, 9.7441e-02, -3.1306e-01,\n", + " 2.6871e-01, 1.3092e-01, -7.5986e-02, -5.5100e-01, -1.9846e-01,\n", + " -1.8693e-01, 2.4242e-01, -3.1841e-01, 3.2628e-02, -2.6412e-01,\n", + " 6.1704e-02, 1.4636e-01, 2.6656e-01, 2.6279e-01, 1.6979e-01,\n", + " 3.0427e-01, 3.4861e-02, 1.0094e-01, 3.0639e-01, -1.0081e-01,\n", + " 3.4950e-01, 7.8413e-01, 5.2060e-01, 2.1603e-03, -7.0045e-03,\n", + " -4.1164e-01, -4.8645e-01, -4.4651e-01, 3.3513e-01, -1.1313e-01,\n", + " -3.9717e-01, 3.8403e-01, -2.3518e-01, -6.8511e-02, -1.0130e-01,\n", + " -1.5456e-01, -3.1723e-01, 1.4869e-01, -4.2325e-02, -5.3928e-01,\n", + " -1.3634e-02, 4.4899e-01, 2.1111e-01, 8.5819e-02, -4.3049e-01,\n", + " -8.3070e-01, -2.2593e-01, -2.0729e-01, 2.3948e-01, -1.5970e-01,\n", + " -3.6727e-01, 8.4436e-02, 8.1711e-03, -5.3988e-02, 1.2152e-01,\n", + " 5.3374e-01, 1.3877e-01, -1.0957e-01, -7.8825e-02, -2.0775e-01,\n", + " -1.7110e-01, 9.0019e-02, -5.4240e-02, 1.1426e-02, 5.0588e-01,\n", + " 9.0979e-02, 2.6900e-01, -2.9941e-01, -4.1123e-01, 1.7487e-01,\n", + " -4.8576e-02, 2.7232e-01, -4.5879e-01, 1.1320e-01, 7.7917e-02,\n", + " -1.9511e-01, 9.0838e-02, -2.7221e-02, 3.0969e-01, 1.3033e-01,\n", + " -4.9067e-01, 1.0965e-01, -3.1539e-01, -2.0408e-02, -8.4141e-02,\n", + " 4.9824e-01, 2.5152e-01, 1.5938e-01, 1.8462e-01, 3.6651e-01,\n", + " -9.1929e-02, -5.0355e-01, -5.0853e-01, 2.4071e-01, -1.8947e-01,\n", + " -1.9674e-01, 2.3726e-01, 2.3691e-01, 3.6136e-01, -1.4146e-01,\n", + " -2.5364e-01, -1.4089e-01, 5.2075e-01, -2.7502e-01, 5.7724e-02,\n", + " 1.7701e-01, -2.4592e-02, 6.1815e-02, -1.7824e-02, 7.1862e-02,\n", + " 1.9092e-01, -1.4360e-01, 6.1019e-02, 2.2350e-01, -7.7964e-02,\n", + " -4.3328e-02, 1.7803e-01, 7.6450e-02, 1.6623e-01, -6.7891e-02,\n", + " -2.3149e-01, 1.7047e-01, -2.0200e-02, -3.5068e-02, 8.5247e-03,\n", + " -9.5607e-02, -2.3400e-01, -1.5214e-01, -4.5329e-02, 2.6065e-01,\n", + " 1.1526e-01, 1.8007e-01, -3.8886e-02, -1.6848e-01, 2.4758e-01,\n", + " 5.4496e-02, -5.3286e-02, -8.9750e-02, -1.1491e-01, -1.1738e-01,\n", + " -1.7055e-01, -4.1841e-02, 1.2854e-01, 8.8451e-02, 1.2169e-01,\n", + " -1.9706e-01, -3.5176e-02, 4.0673e-02, -1.5466e-01, 3.3641e-01,\n", + " 1.1405e-01, 2.8445e-02, -1.4156e-01, -1.5457e-01, 9.3087e-02,\n", + " 3.6545e-02, 4.2470e-02, -8.3606e-02, 1.0506e-01, 8.1112e-02,\n", + " -1.2319e-01, -7.9738e-02, 3.0404e-02, 2.2610e-01, -2.3057e-01,\n", + " 1.2007e-01, 6.6130e-02, -1.0911e-01, 2.1609e-01, 7.3638e-02,\n", + " 1.5479e-01, 3.4500e-01, -2.7938e-01, 5.7017e-01, -1.1569e-01,\n", + " 2.4812e-01, -6.9649e-02, -2.7978e-01, -1.2075e-01, 1.1278e-01,\n", + " -1.6568e-01, -4.5727e-02, 2.3313e-02, 3.2640e-01, -2.2461e-01,\n", + " -8.2861e-02, -5.8357e-01, -3.9771e-02, 2.9434e-01, -2.3609e-01,\n", + " -5.3624e-01, 1.0189e-01, -1.8835e-01, 2.4618e-01, -1.0786e-01,\n", + " -7.9863e-02, -7.3921e-02, 3.8703e-02, -2.5798e-01, 4.7645e-03,\n", + " -2.3076e-01, 9.6446e-02, 1.0595e-01, 2.1178e-01, 3.2419e-01,\n", + " -1.3776e-01, -1.5145e-01, 3.0578e-01, 4.3816e-02, 8.1696e-02,\n", + " 3.4741e-03, 3.6626e-01, 1.7579e-01, 1.0635e-01, 1.5077e-01,\n", + " -3.0174e-01, -1.8396e-01, -1.2838e-01, 1.3289e-01, -1.0084e-02,\n", + " 6.4295e-02, -3.6652e-03, -1.7156e-01, 2.1100e-01, 4.2541e-01,\n", + " -2.0022e-01, 9.4931e-02, 1.8836e-01, -2.3158e-01, 3.2177e-01,\n", + " -1.6557e-02, -1.4628e-02, 2.9085e-02, -1.9244e-01, 4.9188e-02,\n", + " 1.0409e-01, 4.2626e-01, 2.3523e-01, 4.4313e-01, -3.6384e-02,\n", + " 1.1373e-01, -9.6126e-03, 2.3600e-01, -1.0489e-01, -1.2586e-01,\n", + " 3.0308e-01, 6.5636e-01, 1.8376e-01, -1.0827e-02, -1.0237e-01,\n", + " -2.8121e-01, 4.9903e-01, -9.4880e-02, -1.5334e-01, -5.1055e-02,\n", + " 8.2555e-02, -4.1501e-01, 1.9477e-01, 5.8070e-02, 7.0947e-02,\n", + " 1.0771e-02, -4.8819e-02, 3.6631e-01, 8.3896e-02, 4.0893e-01,\n", + " 4.5631e-01, 3.2684e-01, 4.7213e-01, 2.4745e-01, 8.8205e-03,\n", + " -1.4258e-01, -8.1988e-01, -2.4345e-01, -7.6428e-02, 1.5556e-01,\n", + " -2.0622e-01, -5.8932e-01, 1.5509e-01, 5.9741e-02, 1.1991e-01,\n", + " -1.1299e-01, -1.5199e-01, 4.3523e-01, -1.5052e-01, 9.4984e-03,\n", + " 4.5568e-01, 9.4621e-03, 1.6628e-01, 6.1444e-02, 5.3525e-02,\n", + " -8.2070e-02, 2.8694e-01, 9.8581e-02, -1.5380e-01, -1.9750e-01,\n", + " 2.6130e-01, 1.8281e-01, 1.5343e-01], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-7.7980e-04, -6.5806e-04, -1.0521e-04, 1.1914e-03, -1.8009e-03,\n", + " -2.7502e-03, -7.8233e-04, 2.5860e-03, -2.2570e-02, -2.6881e-03,\n", + " 2.3669e-03, 3.2777e-03, 1.7142e-03, 1.7085e-03, 4.7215e-04,\n", + " -4.3301e-03, 1.2966e-03, 3.8041e-03, 5.5218e-05, -2.4422e-03,\n", + " -2.8807e-03, -3.4955e-03, -3.4653e-03, 2.6404e-03, -5.9517e-03,\n", + " -3.8325e-03, 5.8708e-03, -2.6597e-03, 4.1050e-03, 2.5653e-03,\n", + " -3.9080e-03, 4.9746e-03, -2.3052e-03, 1.9391e-03, 6.0000e-03,\n", + " 2.3973e-03, 7.9802e-05, 4.9902e-04, -2.0522e-03, -2.3937e-03,\n", + " -1.8747e-03, 3.5503e-03, -1.5680e-04, 5.1923e-04, -3.8865e-04,\n", + " -5.5323e-03, 2.4720e-03, -1.7647e-03, 1.8318e-03, 4.0571e-03,\n", + " -1.6462e-03, 1.8299e-04, -2.5929e-03, -4.7880e-03, -7.7311e-04,\n", + " 4.5449e-03, 2.3443e-03, -3.8923e-03, 3.0964e-03, -6.2480e-03,\n", + " 2.9857e-03, 4.5695e-03, 5.4555e-04, -7.6326e-03, -6.1901e-03,\n", + " 2.1954e-03, -2.0032e-03, -5.5015e-03, 4.7041e-03, 8.0262e-03,\n", + " -6.5731e-04, 5.1535e-03, 6.6659e-03, -1.6829e-03, -1.2338e-03,\n", + " -4.1165e-03, 5.8288e-03, 6.5286e-03, -2.8862e-03, -5.5435e-03,\n", + " -4.1922e-03, 3.4933e-03, -2.5085e-03, 2.6705e-03, -1.9673e-03,\n", + " 1.4505e-03, -5.2694e-04, 3.4777e-03, -2.1290e-03, -1.0827e-02,\n", + " 5.7160e-04, -1.2771e-02, 1.2197e-02, 9.2011e-04, -7.0105e-05,\n", + " -2.5185e-03, -2.5450e-03, 1.4186e-03, 3.5430e-03, -1.0059e-02,\n", + " -9.0462e-03, -2.1483e-03, -7.2961e-03, 1.6446e-03, -1.9546e-03,\n", + " 1.6745e-03, 3.0747e-05, 6.8765e-04, 4.6925e-05, -4.6175e-03,\n", + " 1.4915e-03, -1.8102e-03, 5.8387e-03, 2.6187e-03, 8.0551e-04,\n", + " -3.7605e-04, 4.7826e-03, 4.5015e-03, 1.8880e-03, 2.0086e-03,\n", + " -3.0556e-03, 1.1215e-03, -3.3826e-03, -1.6811e-03, 2.6084e-03,\n", + " -2.3130e-03, 9.7316e-03, 4.0729e-03, 3.3158e-02, -3.9357e-03,\n", + " -5.8574e-03, -8.3691e-03, -4.3808e-03, 9.6372e-04, 2.7483e-03,\n", + " 9.2655e-04, -9.5048e-03, 5.4070e-03, 4.4320e-03, -5.7101e-03,\n", + " 7.0762e-03, 3.9604e-03, -4.0571e-03, 5.1850e-03, -2.2990e-03,\n", + " -1.6759e-03, 3.5689e-03, -8.1071e-04, -8.3714e-03, 2.4655e-06,\n", + " 8.8419e-03, -4.9797e-03, 2.9355e-03, 3.7562e-03, 2.3886e-03,\n", + " -1.3101e-02, 2.7496e-03, -3.6806e-03, 5.4301e-04, 3.3448e-04,\n", + " -3.5470e-03, -3.4434e-04, 2.0638e-02, 6.3679e-03, 4.3933e-03,\n", + " -7.7175e-03, 2.5263e-03, 6.5277e-03, 1.0303e-04, 9.2934e-03,\n", + " 4.5492e-03, -3.1950e-03, 5.3094e-03, -8.3932e-03, 1.7044e-03,\n", + " -1.6819e-03, 1.6287e-03, 2.5236e-03, -8.7690e-04, -8.4405e-03,\n", + " 5.1847e-03, 2.9581e-03, -8.6386e-03, -4.4322e-03, -2.2902e-03,\n", + " 7.4777e-03, -5.2038e-03, 1.0842e-03, 6.3830e-03, 4.6294e-03,\n", + " -4.4676e-03, -1.4646e-02, -2.4057e-03, -1.0346e-03, -1.0573e-03,\n", + " 1.2500e-03, 2.8151e-03, 6.4751e-03, -3.0001e-03, 1.8604e-03,\n", + " 3.2033e-03, 3.3507e-03, 3.8772e-03, -1.0555e-03, 3.5869e-03,\n", + " 2.9678e-03, 2.2149e-03, -6.3072e-05, 2.4339e-04, -1.5107e-03,\n", + " 8.0292e-04, 5.0392e-03, -1.8044e-03, -3.5083e-03, -4.3115e-04,\n", + " -1.2534e-03, 4.0202e-03, -2.8886e-03, 1.6242e-03, -1.4304e-03,\n", + " 2.4730e-03, 3.2120e-04, 1.5405e-03, 2.3828e-03, -1.3154e-02,\n", + " -9.1298e-03, -3.3335e-03, -1.6285e-03, -7.3392e-03, -4.1661e-03,\n", + " -7.2247e-04, 6.0622e-04, -1.3110e-04, -3.1256e-03, -1.6078e-03,\n", + " 8.9988e-03, 5.2480e-03, -3.8470e-03, 2.5489e-03, -8.3292e-04,\n", + " -9.3382e-04, -2.3466e-03, -6.4202e-03, -5.4375e-03, -1.0460e-03,\n", + " -8.6690e-04, 9.9264e-04, -1.3279e-03, -3.3971e-03, -4.1026e-03,\n", + " -2.0531e-03, -4.4115e-03, 4.9086e-04, -2.7030e-03, 4.8619e-03,\n", + " -4.1838e-03, -2.6691e-04, 3.2127e-03, 2.1037e-03, 5.1669e-03,\n", + " -2.0005e-04, -3.6263e-03, -5.4068e-03, -2.5229e-03, 6.4348e-03,\n", + " 3.3690e-04, -4.2479e-03, 8.0654e-04, -7.7276e-03, 9.2269e-04,\n", + " -2.4067e-03, -3.0091e-03, 3.1880e-03, -8.5397e-03, -2.6227e-03,\n", + " 1.1948e-03, -1.8824e-03, -2.7381e-03, 1.9049e-03, -9.1579e-03,\n", + " 6.0436e-03, 2.6585e-03, 2.3298e-03, -6.6079e-03, 1.2441e-02,\n", + " 3.5928e-03, 1.5441e-03, -5.5536e-03, -3.7747e-03, 2.9258e-03,\n", + " -3.2777e-03, -3.6607e-03, -2.5393e-03, 3.6387e-03, 2.5710e-03,\n", + " -5.8111e-04, 1.0417e-02, 3.9542e-03, -5.3282e-03, -1.0404e-03,\n", + " 7.7495e-03, -4.3610e-03, -1.1252e-03, 5.4011e-04, 3.0494e-03,\n", + " 5.4364e-03, -3.0751e-03, 3.2636e-03, -1.8717e-03, 2.1970e-03,\n", + " -5.7621e-04, 2.5957e-03, 1.4918e-03, -2.4306e-03, -1.9329e-03,\n", + " -3.2307e-03, -1.1912e-02, 8.8809e-03, 2.5453e-03, -1.9595e-03,\n", + " -6.3161e-03, -1.3533e-02, -1.4055e-02, -5.8536e-03, -5.1156e-03,\n", + " -9.1114e-05, 6.3963e-03, 1.4257e-02, -6.1021e-04, 2.2210e-03,\n", + " 5.9605e-03, 2.2709e-04, 6.7200e-03, -5.4176e-03, -2.1599e-03,\n", + " -3.0826e-03, -3.7544e-03, 1.6585e-03, -2.3840e-03, -1.1991e-03,\n", + " -1.1667e-03, -5.3543e-03, -4.0198e-04, 5.4359e-03, -3.5473e-03,\n", + " -4.3826e-03, 6.3052e-03, 5.3327e-03, -1.7406e-03, -1.3597e-02,\n", + " 9.1391e-04, 3.7985e-03, -3.9346e-03, -2.1155e-03, 8.7951e-03,\n", + " -1.1909e-02, 5.5996e-03, -3.5501e-03, 1.5334e-02, 6.5179e-03,\n", + " -3.9729e-03, -7.4206e-03, 7.4139e-03, -1.9055e-03, 2.3612e-03,\n", + " -1.1238e-02, -2.9476e-03, -1.7415e-02, -1.7678e-03, -1.1767e-03,\n", + " -2.2893e-03, -4.6260e-03, 5.0488e-03, 1.9066e-04, -4.3138e-03,\n", + " -9.5225e-04, -5.9966e-04, 7.7655e-04, 4.9846e-03, -4.6708e-04,\n", + " 5.4228e-03, 8.7103e-03, -4.8813e-03, 3.7611e-03, 2.1191e-03,\n", + " -6.8024e-03, -2.7951e-03, 3.1339e-03, -9.4608e-05, -1.0741e-03,\n", + " 5.4122e-03, 9.2780e-03, 2.5490e-03, 4.9811e-03, 7.9523e-03,\n", + " 3.1308e-03, -3.8672e-03, -3.1193e-03, 5.7576e-04, 2.2750e-03,\n", + " 3.5901e-03, -1.6208e-03, 8.4059e-04, -7.0913e-04, -1.6487e-03,\n", + " -3.3045e-03, -7.6376e-04, -3.9418e-04, -3.9272e-04, 4.0530e-03,\n", + " 2.5568e-03, -8.0097e-03, -5.9956e-04, 1.4689e-03, -4.9968e-03,\n", + " -4.1456e-03, 1.7927e-03, -1.9524e-03, -2.9090e-03, -1.7050e-03,\n", + " -9.6934e-04, -4.9693e-03, -2.8804e-03, 2.8753e-03, 1.8471e-03,\n", + " -3.5075e-03, -3.2588e-03, 3.5774e-03, -1.5532e-03, 4.1343e-03,\n", + " -2.8292e-04, 8.5009e-03, 7.4510e-03, -5.7594e-03, -1.9755e-03,\n", + " -1.7901e-03, -8.2944e-04, -1.7002e-03, -3.0182e-03, -9.5820e-04,\n", + " -7.4499e-04, -2.5865e-03, 3.4379e-04, -3.4571e-03, 2.8764e-03,\n", + " 1.0027e-03, -1.4246e-04, -3.7130e-03, -1.4341e-03, 1.8129e-03,\n", + " 1.8307e-03, -4.8006e-03, 1.9188e-03, 1.1575e-02, -5.8070e-03,\n", + " -1.0208e-02, 1.2869e-02, 2.2097e-04, -9.7891e-04, 1.7213e-03,\n", + " 2.0133e-03, 6.4054e-03, 6.5047e-04, 1.9842e-03, 6.1641e-03,\n", + " -6.0819e-03, -5.5761e-03, 5.0444e-03, 3.0619e-03, 2.5571e-03,\n", + " 3.7050e-03, -5.4695e-03, 4.3742e-04, 3.5363e-03, -3.4058e-03,\n", + " -4.0434e-03, -1.8076e-02, 4.2477e-03, -1.8634e-03, -6.6455e-03,\n", + " -2.7215e-03, -5.4903e-03, -1.2667e-03, 7.8642e-03, 2.2318e-03,\n", + " 4.2974e-04, 4.3467e-03, 2.2900e-03, -1.2665e-03, -6.3440e-03,\n", + " -2.4504e-03, -8.1339e-03, -6.3484e-03, 2.1217e-04, -3.9087e-04,\n", + " -2.7943e-03, 3.5598e-03, -3.3474e-04, 5.6040e-03, 9.1944e-03,\n", + " -2.2236e-03, -1.8260e-03, 1.2461e-03, -1.7190e-03, -9.4363e-04,\n", + " 4.5357e-04, -5.1931e-03, 1.9887e-03, -9.6306e-04, 2.2765e-03,\n", + " -2.0058e-02, 4.2592e-03, 1.7020e-03, 3.1692e-03, 7.1921e-04,\n", + " -2.8597e-03, -6.8326e-03, -2.6993e-03, -9.3574e-03, 6.2351e-03,\n", + " -7.3901e-04, 5.7935e-03, -1.0155e-03, 4.8164e-03, 2.6249e-03,\n", + " -2.8891e-03, -3.3473e-03, -2.9976e-03, 1.9446e-03, 1.3205e-03,\n", + " -2.5491e-03, -1.9851e-03, 3.9177e-03, 3.7030e-03, 2.3339e-03,\n", + " -2.8783e-03, 1.4636e-03, -3.2535e-03, -9.5034e-03, 2.8271e-03,\n", + " -9.3190e-03, -8.2312e-05, 2.7465e-03, 2.1135e-04, -7.4581e-03,\n", + " 1.3575e-02, 2.9917e-03, -6.5620e-03, 2.8324e-04, 8.0884e-03,\n", + " -8.2170e-03, -4.3072e-03, 3.2660e-03, -1.5638e-04, 1.1665e-02,\n", + " 3.5811e-03, -2.6998e-03, 8.6581e-03, 9.2929e-03, 9.2497e-03,\n", + " -7.1043e-03, -4.5374e-04, 5.2602e-03, 9.8420e-04, -7.9500e-03,\n", + " -8.1448e-03, -3.7335e-03, -8.4095e-03, 9.2634e-03, 2.8333e-03,\n", + " -3.6720e-03, -2.3433e-03, -2.0668e-03, -1.2748e-02, -3.5524e-03,\n", + " -2.0240e-03, 4.8800e-04, -9.0661e-05, 1.9597e-03, 2.5359e-03,\n", + " -1.1524e-03, -3.3582e-03, -3.0711e-03, 3.3554e-03, 4.8448e-03,\n", + " 8.4079e-03, 3.9626e-03, -7.8786e-03, -7.3669e-03, 5.0285e-03,\n", + " 4.0662e-03, 4.0981e-03, -8.1725e-03, 2.9604e-03, 5.4628e-04,\n", + " 3.1695e-03, -2.4278e-03, 8.9728e-05, 8.1722e-03, 1.4756e-03,\n", + " 1.0930e-03, -3.0006e-04, -3.2150e-04, 5.7529e-03, 5.6333e-03,\n", + " -8.4237e-03, -7.3909e-04, -3.0721e-03, -5.4863e-04, 6.4530e-03,\n", + " 5.0608e-03, -1.1604e-03, 3.7420e-03, -3.3024e-03, 1.5683e-04,\n", + " -4.7267e-03, 3.1898e-03, 2.2888e-03, -4.3417e-03, 2.1898e-04,\n", + " -7.8783e-03, 2.8381e-04, 2.8753e-03, 9.1599e-03, 8.3369e-03,\n", + " -2.4673e-03, 1.9995e-03, -1.7099e-03, 8.8134e-03, -4.3299e-03,\n", + " -4.0968e-03, 3.0996e-05, 5.8185e-03, 6.4429e-03, 8.1068e-04,\n", + " 1.9685e-03, 2.0342e-03, 1.5221e-03, 4.4179e-03, 3.7360e-03,\n", + " -1.8440e-03, 3.3737e-03, -4.5799e-03, 1.1131e-02, -3.5976e-03,\n", + " -7.1801e-03, 8.4121e-04, -3.9281e-03, -3.8446e-03, 4.5133e-03,\n", + " -5.2526e-03, 3.4947e-03, -1.9892e-03, -4.8708e-05, -6.0389e-03,\n", + " 3.9629e-03, -1.4668e-02, 8.8518e-03, 1.9909e-03, 5.2217e-03,\n", + " -6.5975e-03, -5.1146e-03, -1.4401e-03, 4.9188e-03, -7.7127e-03,\n", + " 3.1345e-03, 4.1862e-03, 6.2971e-03, -4.5204e-03, -2.1628e-03,\n", + " -4.7647e-03, -4.5725e-03, 7.6832e-03, -4.1930e-03, 5.7594e-03,\n", + " 2.0022e-03, -4.5950e-03, 4.5008e-03, -3.0466e-03, 3.1537e-04,\n", + " 1.4641e-03, 2.9766e-02, -8.8563e-04, -3.7466e-03, 3.6527e-03,\n", + " -6.1827e-03, -1.3231e-03, 4.5193e-03, 2.3934e-03, 3.9589e-03,\n", + " 3.6224e-03, 1.6189e-04, -3.7789e-03, 1.1938e-03, 3.0674e-03,\n", + " -6.5973e-03, -4.1290e-03, 9.0389e-03, -6.8314e-03, 4.1216e-03,\n", + " 1.2163e-03, -2.6441e-04, 2.2211e-03, -2.0252e-03, 3.6908e-03,\n", + " -1.3886e-03, -2.6085e-03, -5.1436e-04, 8.6401e-04, 3.0427e-03,\n", + " 2.9934e-03, -1.2365e-02, -1.0787e-02, -8.6920e-03, 1.5860e-03,\n", + " -1.6784e-03, -1.3433e-03, -1.1842e-03, 2.9026e-03, 7.1351e-03,\n", + " 1.0433e-02, -3.9235e-03, -1.6798e-02, -6.1654e-03, -8.9753e-03,\n", + " -7.4827e-04, 5.2294e-03, -4.9602e-03, 4.1733e-04, 1.2334e-03,\n", + " -1.0352e-02, 5.2679e-03, -3.7480e-04, -4.4957e-03, -7.8214e-03,\n", + " 2.0334e-03, 4.6368e-04, -7.7520e-03, 4.9632e-03, 4.0213e-03,\n", + " 3.9320e-03, 6.0079e-03, -2.0121e-03, -2.2320e-03, 6.9779e-03,\n", + " 6.6463e-03, 8.9440e-03, -1.9337e-03, -5.5393e-04, -8.6614e-04,\n", + " -1.0080e-02, -1.4497e-03, -6.3666e-03, -2.2946e-03, 3.6482e-04,\n", + " -4.6345e-03, 4.6946e-04, -2.0178e-03, -2.7923e-03, -1.1921e-02,\n", + " 2.0607e-03, 3.1313e-03, 3.3156e-03, 1.0050e-02, 1.4181e-04,\n", + " -7.5899e-03, 3.1369e-03, -1.5074e-03], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 1.5023e-02, -5.3094e-03, 2.3572e-04, 2.0522e-03, -5.7804e-03,\n", + " 8.1983e-03, -1.1096e-02, -4.4216e-03, 1.0920e-03, -5.7501e-03,\n", + " -1.2049e-03, 3.3312e-03, -5.7881e-03, 3.2863e-03, 1.6009e-02,\n", + " -3.8654e-03, 7.0702e-03, 9.0583e-03, 9.7348e-03, -8.1410e-03,\n", + " 1.1158e-02, -5.4021e-03, -1.4808e-02, -6.7811e-03, 5.0396e-03,\n", + " 4.8309e-03, 1.2264e-02, 1.7033e-03, 3.8622e-03, -5.0164e-03,\n", + " 1.0777e-02, 2.2679e-03, 1.2602e-02, 1.7358e-03, -8.8981e-03,\n", + " -1.6617e-03, -5.4248e-03, 1.5820e-02, -2.7107e-03, 9.3095e-03,\n", + " 1.4642e-02, 1.8524e-03, -6.2581e-03, 1.3867e-02, 1.6465e-02,\n", + " -9.9101e-03, -5.9330e-03, 3.1781e-03, 6.2056e-03, -5.7156e-03,\n", + " 1.5173e-02, 8.2161e-03, -7.5105e-03, -6.8956e-03, 1.1878e-02,\n", + " 1.2468e-02, -1.9451e-03, 1.4344e-02, 3.4198e-03, 9.5356e-03,\n", + " 1.9738e-03, -2.3401e-03, 2.2367e-03, -9.8477e-04, 2.0704e-02,\n", + " 1.1214e-02, 2.2082e-02, -2.3108e-03, -2.9715e-02, 6.5029e-02,\n", + " 2.0563e-02, -1.7909e-03, 4.6880e-02, 3.9289e-02, -1.5563e-02,\n", + " -1.6345e-02, -1.1725e-02, 8.4864e-03, -2.1302e-03, 1.5644e-03,\n", + " -2.6728e-02, 4.6210e-03, -8.3575e-04, 2.1788e-02, -1.8891e-02,\n", + " 4.3932e-02, -3.4591e-02, 2.0594e-02, 2.4536e-02, -4.4848e-02,\n", + " -9.8070e-04, -2.2324e-02, -1.9449e-02, 4.4326e-02, -6.9930e-02,\n", + " -2.1216e-02, 1.3391e-02, 2.3917e-02, 2.3278e-02, 7.0228e-03,\n", + " 4.4435e-02, 1.3210e-02, -5.3480e-02, -4.0530e-02, -3.2905e-02,\n", + " -3.2087e-02, -2.6361e-02, 1.2619e-02, 6.9959e-03, 3.2442e-02,\n", + " -1.8067e-02, -1.1462e-02, -3.3291e-02, -3.1658e-03, -7.0824e-03,\n", + " 3.4511e-03, -2.0612e-02, 1.9700e-03, 2.2766e-02, 3.1088e-02,\n", + " 7.8084e-03, 1.4979e-02, 8.9085e-03, -4.2074e-02, -2.5084e-02,\n", + " 2.5190e-02, 1.0802e-02, 7.8169e-02, 7.3822e-03, -1.6420e-02,\n", + " 1.7475e-04, -1.7904e-02, -1.2519e-02, -4.5338e-03, 3.0484e-02,\n", + " -1.1422e-02, 2.1765e-02, -1.9468e-03, -8.3815e-03, -7.3409e-03,\n", + " 1.0873e-02, -1.2188e-02, -1.0292e-02, 8.7603e-03, 7.4500e-03,\n", + " 1.7819e-03, 2.2365e-02, 1.7328e-02, -1.2085e-02, 8.4014e-03,\n", + " 2.1003e-02, 5.0341e-03, -5.2389e-03, 1.8634e-02, 5.7822e-03,\n", + " -1.0785e-02, 3.9486e-02, 5.5078e-03, -7.9926e-03, -8.9409e-03,\n", + " -1.6955e-02, -1.5862e-02, 1.1029e-02, -1.6837e-02, -8.8895e-04,\n", + " 2.1774e-02, 1.0489e-02, -1.5112e-02, 1.0510e-02, 8.1326e-03,\n", + " -1.4907e-02, 1.4861e-02, -4.6929e-03, 3.4145e-02, -1.2089e-02,\n", + " -1.2213e-02, 2.2625e-02, -3.7597e-03, -8.0968e-03, 4.7368e-03,\n", + " 1.8800e-02, -9.8079e-02, -4.5514e-02, -2.0916e-02, -1.4395e-02,\n", + " -2.4690e-02, -2.6879e-03, 1.1432e-02, -6.5998e-03, 1.1431e-02,\n", + " -1.4127e-04, 2.0039e-02, -2.1528e-02, -1.9943e-02, -5.8667e-03,\n", + " -2.6670e-02, -7.7820e-03, -1.3542e-02, -7.0426e-03, -1.3945e-02,\n", + " 1.1313e-02, -6.0147e-03, 1.9826e-02, -3.6162e-03, 1.1581e-02,\n", + " -6.5605e-03, -1.2457e-02, 1.5682e-02, 2.9204e-02, 3.3701e-03,\n", + " -6.8273e-03, 5.6615e-04, -1.4298e-03, 1.8995e-02, 3.9813e-02,\n", + " 3.1168e-02, 2.4817e-02, 2.0974e-02, -4.7637e-03, 1.4747e-02,\n", + " 2.1972e-02, -5.0200e-03, 1.1263e-02, 5.1302e-02, 5.6657e-03,\n", + " 5.3651e-04, -2.1440e-02, 1.2138e-02, -1.0497e-02, 4.6990e-03,\n", + " 2.7727e-02, -2.7869e-02, -5.4554e-04, 3.2653e-02, 1.5652e-02,\n", + " 1.1317e-02, -1.0897e-02, -4.0616e-02, -3.4058e-02, -7.5577e-03,\n", + " 6.4053e-03, 6.6166e-03, -2.4033e-02, 1.1459e-02, -1.3984e-02,\n", + " -8.1502e-03, 1.1163e-02, 8.2542e-03, -5.3897e-03, 2.8768e-02,\n", + " 1.1388e-02, 1.0066e-02, -2.4167e-03, 1.8377e-02, 1.2755e-02,\n", + " 3.8524e-02, 1.9355e-02, -1.7824e-03, -1.0501e-02, -2.3361e-02,\n", + " 7.0351e-03, 9.4095e-03, 1.2125e-02, 1.9675e-02, -7.4414e-03,\n", + " 7.8398e-05, 3.4587e-03, -1.0619e-02, 1.5135e-02, -4.1784e-02,\n", + " 2.5068e-02, -6.0265e-04, 5.0474e-03, -1.8176e-02, 1.2636e-02,\n", + " 2.9639e-03, -2.2596e-02, -1.4335e-02, 1.3512e-02, -1.1183e-02,\n", + " 1.5760e-02, 1.0042e-03, 1.4593e-02, 3.8581e-03, -7.9545e-03,\n", + " -1.2658e-02, -1.6685e-02, -3.6695e-02, -1.0958e-02, -4.0801e-04,\n", + " 2.7571e-03, 2.4460e-02, -2.5951e-03, -1.9919e-02, 9.2233e-04,\n", + " 7.4014e-04, 2.2471e-02, 2.5441e-03, 2.8494e-02, 7.1286e-03,\n", + " -2.4914e-02, 1.2981e-02, -3.0747e-03, -3.3040e-02, 2.0458e-02,\n", + " -1.9150e-02, 2.1457e-02, -2.2732e-02, 4.8147e-03, -2.1482e-02,\n", + " -2.3176e-02, 1.6821e-02, 1.2087e-02, 2.5303e-02, -3.5760e-03,\n", + " 3.3084e-02, 1.6775e-02, -1.6464e-02, -1.8466e-02, 5.6927e-03,\n", + " -5.8718e-02, -5.9075e-03, 2.9579e-03, 4.8263e-02, 1.8685e-02,\n", + " 2.6903e-02, -1.6432e-02, 8.4332e-03, 4.9153e-02, 1.7822e-02,\n", + " -4.2425e-02, 1.8471e-02, 5.7121e-02, 1.2551e-02, -1.5298e-02,\n", + " -1.2078e-02, 2.3887e-02, 8.0117e-03, 5.2497e-02, 3.8526e-02,\n", + " -3.4434e-02, -2.6399e-02, -4.5675e-02, 3.6598e-02, -3.1015e-02,\n", + " 1.6242e-02, -3.9804e-02, -4.9304e-03, -1.7245e-02, -2.5515e-02,\n", + " -1.2602e-02, -4.1680e-03, 3.8595e-02, -5.9159e-02, -7.4405e-03,\n", + " 4.8126e-02, -2.0069e-02, -9.4412e-03, -2.6123e-02, 6.4682e-03,\n", + " 5.1684e-03, -4.6512e-04, -4.9542e-03, -2.4016e-02, 3.6240e-02,\n", + " -1.5456e-02, 9.1785e-03, 1.7381e-02, 2.5564e-02, -1.5134e-02,\n", + " -1.9038e-02, -3.8031e-02, 6.5497e-03, -1.2592e-02, -1.2116e-02,\n", + " 3.5311e-02, 4.4152e-02, 1.0126e-03, -4.1217e-04, 1.1888e-02,\n", + " 1.3587e-02, -1.6456e-02, 4.7564e-02, -3.4366e-02, 4.2985e-04,\n", + " 8.2520e-03, -4.6107e-03, 1.0151e-03, -8.5547e-03, -1.0867e-02,\n", + " 1.1150e-02, 1.0995e-02, -6.8069e-03, 8.5477e-03, 1.4168e-02,\n", + " -2.4357e-04, 1.0649e-02, -1.5016e-02, 5.9280e-03, 3.4130e-03,\n", + " 7.2499e-03, -2.3598e-02, -2.2433e-03, 1.0498e-03, 2.2947e-03,\n", + " -9.5744e-03, -5.1591e-03, 2.3983e-02, -8.9972e-03, 6.9834e-03,\n", + " 4.4013e-02, 1.4017e-02, 6.8826e-03, 1.8283e-03, -5.9012e-03,\n", + " -1.1004e-02, -7.9089e-03, 2.0125e-03, -3.0178e-03, -6.6287e-03,\n", + " -1.4866e-02, 9.6949e-03, 1.2629e-02, -9.4153e-03, -1.8098e-03,\n", + " 6.4564e-04, 5.0525e-03, 8.1944e-03, -1.4976e-02, 1.5315e-02,\n", + " -1.5144e-02, -3.7738e-03, -2.8949e-04, 7.7387e-03, -5.3487e-03,\n", + " -1.7106e-02, 1.8400e-02, 4.3561e-03, 1.9203e-02, 8.5607e-03,\n", + " 8.2309e-03, 5.0004e-03, -1.8184e-02, 9.7382e-03, 2.7278e-04,\n", + " 1.4275e-02, 5.5432e-03, 1.2724e-02, 1.6008e-02, -1.7855e-02,\n", + " 1.2448e-02, 1.1468e-02, -2.9315e-03, -2.9225e-02, 4.0265e-02,\n", + " 1.6124e-03, -7.0005e-03, 2.3734e-04, 3.2821e-03, 2.4101e-02,\n", + " -3.6280e-02, 2.0089e-02, 3.1981e-02, 3.9811e-03, -3.0766e-02,\n", + " 3.8253e-03, 2.3385e-02, 8.5327e-03, -7.5271e-03, 1.5639e-03,\n", + " 6.1634e-06, -1.1759e-02, 3.0260e-03, 1.0960e-02, -7.2339e-03,\n", + " -2.1711e-02, 1.7470e-02, 1.9915e-02, 2.2215e-02, -2.2295e-03,\n", + " -1.8607e-03, 1.7004e-02, 5.7661e-03, -5.6229e-03, -5.3306e-03,\n", + " -1.1477e-02, -6.7000e-04, 9.3079e-03, -2.9755e-03, -4.7655e-03,\n", + " 3.3435e-03, -1.1307e-02, 3.9731e-03, 1.0513e-02, -3.2250e-02,\n", + " -9.2486e-03, -2.2905e-02, 7.3241e-03, -3.5092e-02, -1.1060e-02,\n", + " 9.0543e-03, -4.7568e-03, -3.6439e-04, -7.6407e-04, 2.9272e-02,\n", + " -2.7470e-02, 1.0781e-02, 1.6108e-02, 1.9351e-02, 1.5294e-02,\n", + " 1.4930e-02, 2.7142e-02, -1.6444e-03, 5.1867e-02, -4.1590e-02,\n", + " 2.7485e-02, -1.8159e-02, 1.4616e-02, -2.8223e-02, -2.1836e-02,\n", + " -3.7035e-02, -1.2575e-02, 1.2293e-02, -5.4237e-03, 2.2001e-02,\n", + " -7.5271e-03, -5.5768e-02, -1.6298e-02, 3.0502e-03, -1.3728e-02,\n", + " 3.3698e-03, -4.3384e-04, -6.9684e-03, -3.1232e-02, 4.5009e-02,\n", + " 2.0616e-02, -1.0409e-02, -2.3090e-02, -3.4293e-02, 1.1018e-03,\n", + " -8.5000e-03, -2.0849e-02, -3.2696e-02, 4.0556e-02, 2.3771e-02,\n", + " 3.9398e-02, -1.3882e-02, 5.9056e-03, -9.9360e-03, 1.5168e-02,\n", + " -3.1733e-02, -9.0265e-03, -3.6604e-02, -1.7821e-02, 1.9675e-02,\n", + " 4.0934e-02, -1.2232e-02, -4.6826e-03, 7.0779e-02, -5.4972e-02,\n", + " 1.6072e-02, -2.5883e-02, -1.1649e-03, -1.1291e-02, 1.5803e-02,\n", + " 5.6192e-02, -2.3610e-02, -9.9647e-04, -3.2063e-02, -3.2199e-03,\n", + " -9.1232e-03, -2.0148e-02, -7.0093e-02, -1.2437e-01, 2.3373e-02,\n", + " -5.0414e-04, -2.1878e-02, -1.2511e-02, -3.4763e-02, -3.2012e-03,\n", + " 1.2513e-02, -1.1341e-02, -4.5446e-02, -2.1909e-02, 1.0888e-02,\n", + " 1.8216e-02, 6.7742e-03, -5.3086e-03, -2.8458e-02, -2.0761e-02,\n", + " 3.3507e-03, 4.7860e-03, 8.0991e-03, -1.3183e-02, 2.3937e-03,\n", + " -1.5038e-03, -1.7413e-02, 1.8932e-03, 8.7939e-03, 8.2045e-03,\n", + " -3.2781e-04, 8.4948e-03, -1.5060e-02, 1.7544e-02, 1.6740e-02,\n", + " -3.9248e-03, 2.3059e-03, 1.2013e-02, 7.5180e-03, -4.2036e-02,\n", + " 8.0001e-04, 1.8606e-02, -4.2438e-03, 8.7675e-03, -2.2118e-02,\n", + " 1.1333e-03, -9.4967e-03, 1.8470e-02, 1.2243e-02, -7.8087e-03,\n", + " 7.0338e-03, 1.5369e-02, -2.7767e-03, 1.7380e-02, -1.3810e-02,\n", + " -1.8087e-02, -2.5262e-04, 2.8160e-03, -1.0571e-02, -1.2355e-02,\n", + " -4.7663e-04, -1.0160e-03, 7.8082e-03, 9.1927e-02, 1.7398e-02,\n", + " -4.6346e-03, -7.7768e-03, -1.5489e-02, 6.7890e-03, 1.2695e-02,\n", + " -2.2040e-02, 1.0588e-03, -9.3757e-03, 1.0971e-02, 1.1449e-02,\n", + " -1.2551e-02, 1.2195e-02, -6.5241e-03, 3.3563e-03, -5.3109e-03,\n", + " -7.4463e-03, -2.6397e-03, 7.1599e-03, -1.4743e-02, 2.9362e-03,\n", + " 5.0424e-03, 4.7287e-03, -4.4464e-03, 1.3988e-02, -2.1329e-04,\n", + " 6.0693e-03, 3.1315e-02, 2.7540e-02, -1.9092e-02, -1.0151e-02,\n", + " -2.2125e-03, -1.5175e-02, 1.7594e-02, -1.3841e-03, 1.5670e-02,\n", + " 4.5302e-03, -2.3162e-03, -2.3303e-03, 1.9857e-02, -7.0773e-03,\n", + " -8.5168e-03, 7.7492e-03, -1.1886e-02, -8.7682e-03, 6.6262e-03,\n", + " -7.4530e-04, 9.6382e-03, -2.1810e-02, 3.0818e-04, 1.5030e-02,\n", + " -1.1015e-02, 1.8579e-02, -2.0459e-02, 8.5800e-03, 1.7035e-02,\n", + " 5.3892e-05, -3.4280e-03, 1.0407e-02, -4.1839e-03, -6.5801e-03,\n", + " 2.4782e-02, -1.2955e-03, 5.8868e-03, 8.7253e-03, 2.5282e-03,\n", + " -8.6695e-03, -1.7313e-02, -6.2276e-03, -1.4733e-02, 3.7079e-02,\n", + " -2.1547e-04, 2.7257e-03, -5.9696e-04, 1.9285e-02, -2.0536e-02,\n", + " 1.7143e-02, 1.4449e-02, -6.5542e-03, -2.3365e-02, 1.2347e-02,\n", + " 8.0866e-03, -2.2223e-02, 3.1805e-03, 3.2623e-02, -1.3899e-02,\n", + " -4.5315e-02, -4.4333e-03, -8.2556e-04, 1.6854e-02, 5.2781e-03,\n", + " -2.3699e-02, 4.9956e-03, 4.7935e-03, 2.9074e-02, 8.2377e-04,\n", + " -1.3017e-02, -4.3768e-02, 1.0733e-02, 1.4151e-03, -1.1715e-02,\n", + " 3.6786e-02, 3.3582e-04, -1.3081e-02, -2.4121e-03, -1.9138e-02,\n", + " -1.5444e-02, 4.6571e-03, 2.4032e-03, 2.0608e-02, 1.9170e-03,\n", + " -4.8462e-03, -4.6177e-03, -1.2237e-02, -2.1239e-02, -6.7373e-03,\n", + " 2.1705e-03, 3.7158e-03, 6.8323e-03, -1.2950e-02, 1.8724e-02,\n", + " 1.3274e-02, 1.7787e-02, -3.5668e-03, 2.7728e-03, -2.0766e-02,\n", + " 2.5364e-03, 1.2686e-03, -1.5676e-02, -9.3327e-03, -5.6336e-03,\n", + " 3.8475e-03, -1.5278e-02, 1.6453e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([ 2.5661e-02, 2.8438e-03, -4.7568e-03, 2.1495e-02, -1.7552e-02,\n", + " -5.8286e-02, -8.2861e-03, -1.9896e-02, 4.7550e-02, 4.5496e-02,\n", + " 7.5562e-02, -2.5829e-02, 2.9784e-02, -2.9771e-02, 7.9811e-03,\n", + " -1.3309e-02, 9.8513e-03, -3.7418e-02, -6.9451e-03, -8.4682e-03,\n", + " 3.6152e-02, 2.0826e-02, -3.5835e-02, 1.2061e-03, 8.2127e-03,\n", + " -3.4215e-02, -5.0382e-02, -3.7946e-02, 1.3244e-02, -2.5479e-02,\n", + " -7.1411e-02, 4.4119e-03, -5.0616e-02, 2.1423e-03, 6.5417e-02,\n", + " 5.8312e-02, 4.3113e-02, -3.1691e-02, 3.3276e-02, 3.9858e-02,\n", + " 4.3144e-03, -2.1405e-02, 4.3141e-02, -3.2827e-02, -3.3253e-04,\n", + " 4.5474e-03, 3.2558e-02, 1.1090e-02, 1.1631e-02, 9.3667e-02,\n", + " 2.5723e-02, -3.6623e-02, -9.7763e-03, -5.6858e-02, 8.9644e-03,\n", + " -1.0341e-03, 4.1245e-02, -9.4715e-02, -5.0758e-02, -2.9382e-02,\n", + " -4.8360e-02, -7.0828e-03, -7.2977e-02, -2.2347e-02, 2.9260e-03,\n", + " -1.9503e-02, -5.4568e-02, 2.1875e-02, -4.5742e-02, -3.4955e-02,\n", + " 1.5623e-02, 1.7605e-02, -4.6641e-04, 6.3658e-03, 1.3580e-02,\n", + " 8.2934e-02, -8.5081e-02, 2.1419e-02, -2.6295e-02, -4.3614e-02,\n", + " -6.1995e-02, 1.3076e-02, 2.8390e-02, 1.6619e-03, 5.5403e-02,\n", + " 8.4154e-03, 4.5806e-02, -3.9007e-02, -3.0372e-02, -4.1927e-02,\n", + " 3.4220e-02, -1.9319e-02, -2.6155e-02, -6.3656e-02, -4.6763e-04,\n", + " 7.6021e-02, -3.0854e-02, 2.9210e-03, -4.9407e-02, 3.4103e-02,\n", + " 1.3549e-02, 9.0339e-03, -1.5099e-02, 2.8884e-02, 4.2694e-02,\n", + " 1.3670e-02, -1.3515e-02, 3.4982e-02, 1.0633e-02, 8.1628e-02,\n", + " 7.3829e-02, -3.7645e-02, 2.5425e-02, -4.3103e-02, 5.6904e-02,\n", + " -5.3126e-02, -3.4979e-02, 2.1494e-02, 6.6136e-03, -2.9801e-03,\n", + " -4.0099e-02, -9.0502e-02, 1.9767e-02, -3.6408e-02, -1.4459e-02,\n", + " -3.4766e-03, -6.3397e-02, -1.8621e-02, -7.1522e-04, 5.2631e-02,\n", + " -2.4067e-02, -6.0373e-02, -2.4351e-02, 2.7051e-02, -1.2240e-02,\n", + " 1.6177e-02, -4.1943e-02, 3.2331e-02, -4.9130e-02, 5.1233e-02,\n", + " 1.8584e-02, 4.3312e-02, 3.8919e-02, 9.5328e-04, 2.9318e-02,\n", + " 4.4681e-02, 4.6009e-02, 3.2909e-02, 6.9443e-02, -4.3578e-02,\n", + " 2.3167e-02, -3.9903e-02, 2.7478e-02, 2.1105e-02, -2.0274e-02,\n", + " -5.6866e-02, -7.1785e-02, -1.9990e-03, 1.5426e-02, 4.6471e-04,\n", + " -5.9776e-02, 4.3889e-02, 1.2913e-02, 4.5920e-02, -1.5320e-02,\n", + " -3.5193e-02, -5.8929e-02, 7.4193e-03, -1.8163e-04, -1.0267e-02,\n", + " 1.5405e-02, 2.0184e-02, 4.0796e-03, -1.5596e-02, 1.8059e-02,\n", + " 9.8132e-03, -2.5639e-02, -3.9419e-02, -3.9124e-02, -4.3264e-02,\n", + " 8.3899e-02, -3.2598e-02, 2.8068e-02, -2.0178e-02, 1.0051e-02,\n", + " -2.8135e-02, -3.6558e-02, 2.2010e-02, 2.0954e-02, -1.0334e-02,\n", + " 8.8971e-03, 2.8212e-02, -6.6715e-02, 3.7474e-02, 2.1460e-02,\n", + " -1.5647e-02, 3.5343e-02, -3.2962e-02, -2.1474e-02, -8.3971e-02,\n", + " 6.4572e-02, 3.4832e-02, -8.0240e-02, 3.3343e-02, 3.0641e-02,\n", + " -8.0081e-02, 5.2524e-03, -9.7763e-03, -4.0240e-02, -3.0048e-02,\n", + " 1.1611e-02, 3.0359e-02, -4.9964e-02, -9.5533e-03, -2.3882e-02,\n", + " 1.8626e-02, 3.1076e-02, -2.8956e-02, 8.9075e-04, 1.2022e-02,\n", + " -1.1348e-01, 2.8774e-02, -2.4897e-03, -3.1775e-02, 5.3694e-03,\n", + " -5.5049e-02, 1.7559e-02, -1.5409e-02, -7.1508e-02, 4.7330e-02,\n", + " 1.6682e-02, 1.1172e-02, 4.5701e-02, 1.5628e-02, -3.1049e-02,\n", + " 2.5248e-02, -4.6465e-02, 7.8496e-03, -5.0930e-03, -5.0428e-02,\n", + " -1.1631e-01, -1.0528e-02, 7.3653e-02, -8.1540e-02, 5.3539e-02,\n", + " 1.4288e-02, -3.9082e-02, -1.4117e-02, 5.2567e-02, -3.0875e-02,\n", + " 3.6666e-03, 2.4879e-02, 3.9342e-02, -2.2215e-02, 5.7524e-03,\n", + " 1.6564e-02, 2.3978e-02, 2.2593e-02, -1.6909e-02, -5.2501e-02,\n", + " 4.0561e-02, 2.3099e-02, 1.6978e-02, -1.0553e-02, -3.0434e-03,\n", + " 1.2279e-03, 3.3629e-03, 5.0138e-02, -5.4341e-02, -1.9108e-02,\n", + " 9.4589e-03, -2.4958e-02, -1.0721e-03, 6.2184e-02, -2.6718e-02,\n", + " -3.5827e-02, 1.3325e-02, 1.9591e-02, 3.3563e-02, -3.0726e-02,\n", + " -3.7181e-02, -5.5001e-02, -1.6310e-02, 4.5146e-02, 2.9605e-02,\n", + " 4.2929e-02, -7.2622e-02, 7.6866e-02, 1.6351e-02, -6.9909e-02,\n", + " 1.3670e-02, -1.5051e-02, -7.6326e-03, -3.4489e-02, -9.6903e-03,\n", + " 6.0245e-03, 3.5591e-02, 8.8463e-03, 5.2448e-02, -2.6586e-03,\n", + " 1.4362e-03, -1.8378e-02, 4.4712e-02, -2.6613e-03, -1.2319e-02,\n", + " -1.3705e-02, 6.2081e-03, 2.8958e-02, 1.2483e-01, -2.0615e-02,\n", + " 2.2608e-02, -1.9340e-02, 1.7909e-02, -1.5324e-02, -1.5443e-02,\n", + " 7.1784e-02, 3.7500e-02, -2.2002e-02, 2.1981e-02, -2.8093e-02,\n", + " -3.9746e-03, -3.1899e-02, -7.3583e-04, 1.8395e-02, 1.5110e-02,\n", + " 2.1177e-02, -6.4467e-02, -6.3118e-02, -2.1338e-03, -1.0738e-02,\n", + " 6.5255e-02, -2.8122e-02, 6.8499e-02, -4.4276e-02, 9.3972e-03,\n", + " -3.7623e-03, 1.2524e-02, 3.1410e-03, 9.9651e-05, -1.1524e-02,\n", + " -2.6397e-02, 6.4055e-02, 3.4766e-02, 2.3612e-02, -7.2052e-03,\n", + " -3.3810e-02, -7.8489e-03, -5.2412e-03, 3.5894e-02, 1.7026e-02,\n", + " -1.5733e-03, -8.4395e-03, -5.4472e-02, -1.4355e-02, 3.7700e-02,\n", + " 4.3268e-02, -7.4828e-03, -5.5729e-03, 3.4090e-02, -1.9263e-02,\n", + " -7.6067e-02, 3.2265e-02, -4.4947e-02, 4.3225e-02, 3.1662e-03,\n", + " -2.7786e-02, 5.8743e-02, -1.2443e-02, -1.7314e-02, 7.0499e-03,\n", + " -1.0274e-02, -1.6667e-02, -3.7694e-03, 7.1680e-03, 2.7316e-02,\n", + " 3.3137e-02, -2.7361e-02, 5.6893e-03, 3.0824e-03, -4.4608e-03,\n", + " -2.1742e-02, 1.3567e-02, 3.9650e-02, 2.5170e-02, -2.0057e-02,\n", + " 8.9578e-03, -1.9388e-02, 1.1835e-02, 5.2143e-02, 3.0606e-03,\n", + " -2.5052e-02, -3.6218e-02, -3.0498e-02, 1.9551e-02, 2.3248e-02,\n", + " -5.6564e-03, 7.4358e-03, -2.7215e-02, 3.3683e-02, 2.6620e-02,\n", + " -4.4610e-02, 5.7572e-02, -3.1604e-02, -2.3627e-02, 2.1448e-02,\n", + " 7.4826e-02, 1.9757e-02, -2.5340e-02, -4.6560e-02, 7.0425e-02,\n", + " 3.6600e-02, 6.1359e-02, 2.8134e-02, 2.0915e-02, -3.8265e-02,\n", + " -9.8512e-02, -4.6729e-02, -2.1719e-02, -5.3298e-02, -4.8249e-02,\n", + " 4.7664e-02, 3.4870e-02, -6.3118e-02, 4.6895e-02, 8.7264e-03,\n", + " 3.6550e-03, 3.8573e-02, 1.5227e-02, 2.0382e-02, -3.1078e-02,\n", + " 3.8493e-02, -3.8904e-02, 1.9797e-02, -1.7568e-02, 3.3714e-02,\n", + " 2.1158e-02, 1.4755e-03, -4.0277e-02, -2.2181e-02, 4.5928e-02,\n", + " -3.9831e-02, 1.7957e-02, 2.1303e-02, 3.6688e-02, 9.8751e-03,\n", + " 4.4210e-02, 2.5282e-02, 8.5110e-02, 3.3132e-02, 1.3477e-02,\n", + " -6.1588e-02, -3.9152e-02, -6.1249e-02, -5.5067e-03, 1.6928e-02,\n", + " -8.8260e-03, 2.8438e-02, -2.5177e-02, -1.1409e-02, 2.4568e-02,\n", + " -8.9766e-03, 1.1614e-02, 5.4627e-03, -2.0370e-02, -6.5533e-02,\n", + " 8.9341e-03, -9.5544e-03, -4.2616e-02, -3.4375e-03, 1.0111e-01,\n", + " 2.5815e-02, 1.8628e-02, -2.1954e-02, -4.7797e-02, 6.2480e-02,\n", + " 4.9612e-03, -6.8434e-02, -6.3310e-02, -7.3980e-03, 3.8054e-03,\n", + " 4.2839e-04, 1.1967e-02, -3.4700e-02, 9.2769e-03, 6.2205e-02,\n", + " 1.5765e-02, -5.4350e-02, -1.1647e-02, -3.2354e-02, 1.5515e-02,\n", + " -1.7500e-03, -1.9691e-03, -4.2725e-02, 4.3707e-02, 2.1509e-02,\n", + " -4.5497e-03, 2.8150e-02, -2.1341e-02, -3.6321e-02, 2.9687e-02,\n", + " 4.2727e-02, 2.2152e-02, 4.2795e-02, 3.5837e-02, 9.6598e-02,\n", + " 5.9712e-03, 5.0632e-02, -2.0811e-03, 2.6818e-02, -3.0629e-02,\n", + " 1.3760e-01, -1.4097e-02, -3.7076e-02, 9.3921e-02, -4.3322e-02,\n", + " -3.4324e-02, 5.4981e-02, -4.7629e-02, 7.0833e-02, 1.7546e-02,\n", + " 2.1167e-02, -1.3044e-02, 2.3744e-02, 2.1364e-02, -1.1893e-02,\n", + " 1.1523e-02, -2.5295e-02, 5.4490e-02, -4.5487e-02, 2.5299e-02,\n", + " 3.1280e-02, 5.4161e-03, -7.2364e-02, -5.7143e-02, 2.6617e-02,\n", + " 8.0478e-02, -9.4555e-03, -6.4540e-03, -4.5154e-02, 5.7233e-02,\n", + " -4.3240e-02, -4.7108e-02, 2.2601e-02, 1.0235e-01, 3.2031e-02,\n", + " -4.0476e-03, -3.6157e-04, 4.4914e-03, -3.0613e-02, -4.4907e-02,\n", + " -1.7892e-02, 2.1532e-02, 5.7970e-02, -4.6251e-02, -4.3412e-02,\n", + " 3.6807e-02, -1.4456e-02, -7.5287e-02, 1.9401e-03, 8.2555e-02,\n", + " 3.7524e-02, -4.4795e-03, -7.3578e-02, 1.8694e-02, -9.5478e-03,\n", + " -1.7393e-02, -3.1529e-02, -1.7297e-02, -7.9018e-02, 4.8072e-02,\n", + " 5.8333e-02, -5.3367e-02, -2.4755e-02, -2.4387e-02, 2.6818e-02,\n", + " 4.0837e-02, -1.2251e-02, 1.8094e-02, -2.3803e-02, 1.4613e-02,\n", + " 6.4903e-02, -1.3786e-02, -1.3899e-02, -3.9337e-02, -1.4666e-02,\n", + " -1.1109e-02, -4.4043e-02, 6.9114e-03, -2.7411e-02, -4.7538e-02,\n", + " -1.4882e-02, -3.1888e-02, 3.2904e-02, 8.3559e-02, -2.4537e-02,\n", + " -2.1875e-02, 2.4720e-02, -2.7432e-02, -3.8548e-02, 1.7113e-02,\n", + " -6.7927e-03, -2.0156e-02, -3.4586e-02, 2.7359e-02, -3.1860e-02,\n", + " -3.1545e-02, 7.5282e-02, -1.5417e-02, 2.8683e-02, -5.7584e-02,\n", + " -4.2532e-02, 1.3981e-02, -1.3137e-02, 5.3427e-02, 2.0525e-02,\n", + " 4.0794e-02, 1.8850e-02, 7.0226e-02, 7.7246e-03, 3.5578e-02,\n", + " -3.1588e-02, -9.3457e-03, 1.9679e-02, -1.5787e-02, -2.7081e-02,\n", + " 4.7237e-02, 3.1430e-02, 3.3851e-02, 9.3408e-03, 2.6763e-02,\n", + " -1.6265e-02, 1.1736e-04, 2.4960e-02, -4.3881e-02, -5.3282e-02,\n", + " -1.4752e-02, -1.4754e-02, -1.7534e-02, -8.6470e-02, -5.6863e-02,\n", + " -2.6347e-02, 5.2486e-03, 7.7843e-02, 8.2860e-02, -4.1278e-02,\n", + " 9.1167e-02, 2.1269e-03, -6.5450e-02, -1.3494e-02, -7.1936e-04,\n", + " -7.3792e-03, -4.2810e-02, -3.5779e-03, -1.9401e-02, -2.1825e-02,\n", + " -3.1193e-02, -1.6985e-02, 1.9392e-02, -4.7002e-02, 1.8754e-02,\n", + " 2.8218e-04, 1.0279e-02, -3.2457e-02, 3.6972e-02, -3.5447e-02,\n", + " 1.6364e-02, 2.2258e-02, 1.1818e-02, -9.6817e-03, 8.5271e-03,\n", + " -5.5865e-02, -6.0954e-02, 4.2918e-03, -2.5881e-02, -3.2346e-02,\n", + " 2.5538e-02, -1.3024e-02, -3.9184e-02, -3.0027e-02, -6.1984e-02,\n", + " -1.3559e-02, 3.0840e-02, -1.0358e-02, 1.0155e-02, -4.0098e-02,\n", + " 6.9040e-03, -4.5944e-02, -3.5748e-02, 1.0294e-02, 4.3971e-05,\n", + " 5.4092e-02, -1.9467e-02, 1.3419e-02, 1.6137e-02, -5.0566e-03,\n", + " -3.0796e-02, 3.4840e-02, 3.0833e-02, -2.9789e-02, 7.1727e-03,\n", + " -5.6943e-02, -1.8304e-02, 6.2423e-02, 2.1363e-02, -1.2050e-02,\n", + " -2.4211e-02, -1.2922e-02, -7.7194e-04, -6.0428e-02, -5.0137e-02,\n", + " -3.4469e-03, -3.0698e-03, 5.6597e-02, -1.8726e-02, 2.8393e-02,\n", + " 2.8395e-02, 5.6358e-02, -1.5945e-02, -4.2779e-02, 3.8556e-02,\n", + " -8.2085e-03, -6.2440e-03, -3.7290e-02, -1.2846e-02, -4.0179e-02,\n", + " 5.2332e-02, 5.0167e-02, 7.8664e-02, -2.7305e-03, -4.5874e-03,\n", + " 2.8956e-03, -3.4683e-02, -4.0468e-04, 1.0754e-02, -2.0960e-02,\n", + " 4.8482e-02, 2.1213e-02, -6.5629e-02, 4.4222e-02, 3.2211e-02,\n", + " 9.3537e-03, 1.4696e-03, 2.8208e-02, 4.5527e-02, -5.7067e-02,\n", + " 1.1416e-02, 1.6224e-02, 1.3811e-02, 5.3839e-02, 4.2043e-02,\n", + " 1.6189e-02, -3.2005e-02, 8.8293e-02, -2.0637e-03, 2.7410e-02,\n", + " 2.9377e-02, 4.1529e-02, -4.1723e-02, 4.1841e-02, 1.3697e-02,\n", + " -6.8449e-02, 1.1665e-02, -3.2171e-02, 1.7119e-02, 3.8358e-02,\n", + " 1.3254e-03, -5.5786e-02, -5.3087e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.8520, 0.8020, 0.8554, 0.8150, 0.8442, 0.8227, 0.8563, 0.8517, 0.8476,\n", + " 0.8635, 0.8254, 0.8606, 0.8426, 0.8118, 0.8281, 0.9073, 0.8642, 0.8385,\n", + " 0.8235, 0.8600, 0.8387, 0.8405, 0.8271, 0.8326, 0.8258, 0.8467, 0.8510,\n", + " 0.8035, 0.8450, 0.8336, 0.8817, 0.8028, 0.8418, 0.8576, 0.8510, 0.8368,\n", + " 0.8673, 0.8282, 0.8233, 0.8328, 0.8379, 0.8346, 0.8188, 0.8750, 0.8391,\n", + " 0.8413, 1.1254, 0.8492, 0.8118, 0.8285, 0.8939, 0.8430, 0.8605, 0.8560,\n", + " 0.8493, 0.8606, 0.8180, 0.8470, 0.8082, 0.8299, 0.8415, 0.8650, 0.8327,\n", + " 0.8603, 0.8658, 0.8812, 0.8387, 0.8172, 0.8931, 0.8885, 0.8196, 0.8302,\n", + " 0.8447, 0.8454, 0.8261, 0.8812, 0.8591, 0.8650, 0.8281, 0.8417, 0.8359,\n", + " 0.8303, 0.8623, 0.8417, 0.8185, 0.8217, 0.8374, 0.8196, 0.8117, 0.9004,\n", + " 0.8762, 0.8366, 0.8584, 0.8453, 0.8473, 0.8528, 0.8545, 0.8678, 0.8649,\n", + " 0.8712, 0.8332, 0.8691, 0.8300, 0.8504, 0.8626, 0.8236, 0.8181, 0.8370,\n", + " 0.8406, 0.9652, 0.8724, 0.8404, 0.8218, 0.8162, 0.8251, 0.8224, 0.8512,\n", + " 0.8259, 0.8450, 0.8153, 0.8587, 0.8993, 0.8241, 1.2920, 0.8287, 0.8297,\n", + " 0.8681, 0.8488, 0.8393, 0.8451, 0.8472, 0.8094, 0.8018, 0.8529, 0.8470,\n", + " 0.8798, 0.8535, 0.8492, 0.8686, 0.8382, 0.8385, 0.8307, 1.0296, 0.9308,\n", + " 0.8808, 0.8298, 0.8514, 0.8985, 0.8438, 0.8417, 0.8342, 0.8715, 0.8730,\n", + " 0.8460, 0.8054, 0.8398, 0.8586, 0.8332, 0.8217, 0.7981, 0.8342, 0.8277,\n", + " 0.8168, 0.8385, 0.8649, 0.8550, 0.8443, 0.8911, 0.8568, 0.8623, 0.8185,\n", + " 0.8600, 0.8310, 0.8460, 0.8509, 0.8397, 0.8454, 0.8457, 0.8253, 0.8643,\n", + " 1.1840, 0.8535, 0.8279, 0.8479, 0.8503, 0.8324, 0.8675, 0.8430, 0.8236,\n", + " 0.8451, 0.8621, 0.8554, 0.8516, 0.8620, 0.8416, 0.8643, 0.8535, 0.8616,\n", + " 0.8649, 0.8345, 0.8596, 0.8026, 0.8355, 0.8560, 0.8635, 1.2936, 0.8091,\n", + " 0.8206, 0.8587, 0.8788, 0.8294, 0.8213, 0.8474, 0.8747, 0.8431, 0.8346,\n", + " 0.8436, 0.8378, 0.8255, 0.8402, 0.8609, 0.8418, 0.8252, 0.8469, 0.8228,\n", + " 1.0993, 0.8294, 0.8562, 0.8261, 1.0967, 0.8632, 0.8498, 0.8616, 0.8442,\n", + " 0.8458, 0.8609, 0.8296, 0.8142, 0.8627, 0.8550, 0.8378, 0.8412, 0.8500,\n", + " 0.9119, 0.8637, 0.8188, 0.8246, 0.8469, 0.8447, 0.8039, 0.8527, 0.8527,\n", + " 0.8055, 0.8358, 0.8419, 0.8348, 0.8158, 0.8385, 0.8372, 0.8460, 0.8587,\n", + " 0.8313, 0.8400, 0.8633, 0.8494, 0.8659, 0.8852, 0.8484, 0.8725, 0.8815,\n", + " 0.8591, 0.8487, 0.8529, 0.9536, 0.8555, 0.8516, 0.8515, 0.8438, 0.8383,\n", + " 0.8323, 0.8229, 0.8680, 0.8332, 0.8290, 0.8668, 0.8555, 0.8582, 0.9376,\n", + " 0.8376, 0.8351, 0.8133, 0.8465, 0.8208, 0.8636, 0.8641, 0.8529, 0.8250,\n", + " 0.8188, 0.8456, 0.8390, 0.8307, 0.8390, 0.8566, 0.8196, 0.7716, 0.8295,\n", + " 0.8440, 0.8294, 1.6117, 0.8321, 0.8725, 0.8724, 0.8583, 0.8386, 0.8363,\n", + " 0.7997, 0.7855, 0.8234, 0.8731, 0.8391, 0.8603, 0.8488, 0.8502, 0.8635,\n", + " 0.8604, 0.8325, 0.8267, 0.9433, 0.8411, 0.8297, 0.8507, 0.8619, 0.8198,\n", + " 0.8596, 0.9341, 0.8629, 0.8587, 0.8290, 0.8592, 0.8635, 0.8309, 0.7260,\n", + " 0.8483, 0.8215, 0.8450, 0.8619, 0.8555, 0.8625, 0.8018, 0.8728, 0.8412,\n", + " 0.8330, 0.9033, 0.8347, 0.8568, 0.8650, 0.8478, 0.8590, 0.8300, 0.8117,\n", + " 0.9446, 0.8524, 0.8504, 0.8431, 0.8505, 0.8232, 0.8646, 0.8924, 0.8613,\n", + " 0.8237, 0.8907, 0.8542, 0.8381, 0.8493, 0.9394, 0.8559, 0.8457, 0.8347,\n", + " 0.8384, 0.8523, 0.8497, 0.7008, 0.8630, 0.8686, 0.8991, 0.8517, 0.8630,\n", + " 0.8588, 0.8568, 0.8810, 0.8367, 0.8362, 0.8216, 0.8617, 0.8304, 0.7871,\n", + " 0.8425, 0.8594, 0.8298, 0.8511, 0.8365, 0.8434, 0.8607, 0.8294, 0.8358,\n", + " 0.8798, 0.8147, 0.8358, 0.8634, 0.8583, 0.8488, 0.8582, 0.8690, 0.8204,\n", + " 0.8500, 0.8367, 0.8347, 0.8550, 0.8554, 0.8579, 0.8344, 0.8463, 0.8962,\n", + " 0.8290, 0.8439, 0.8604, 0.8367, 0.7990, 0.8059, 0.8492, 0.8747, 0.8827,\n", + " 0.8564, 0.8559, 0.8367, 0.8087, 0.8446, 0.8243, 0.8188, 0.8481, 0.8595,\n", + " 0.8728, 0.8444, 0.8342, 0.8165, 0.9047, 0.8274, 0.8475, 0.8678, 0.8303,\n", + " 0.8312, 0.8790, 0.8942, 0.8525, 0.8330, 0.8378, 0.8249, 0.8349, 0.8707,\n", + " 0.8478, 0.8532, 0.8067, 0.8345, 0.8687, 0.8831, 0.8205, 0.8745, 0.8849,\n", + " 0.8116, 0.8607, 1.0646, 0.8105, 0.8714, 0.8553, 0.8233, 0.8396, 0.8215,\n", + " 0.8131, 0.8671, 0.8644, 0.8547, 0.8483, 0.8177, 0.8354, 0.8391, 0.8526,\n", + " 0.8758, 0.8899, 0.8336, 0.8404, 0.8413, 0.8585, 0.8640, 0.8350, 0.8547,\n", + " 0.8350, 0.8335, 0.8430, 0.8507, 0.8385, 0.8965, 0.8858, 0.8368, 0.8680,\n", + " 0.8462, 0.8884, 0.8296, 0.8275, 0.8526, 0.8689, 0.8584, 0.8190, 0.8756,\n", + " 0.8311, 0.9045, 0.8605, 0.8543, 0.8210, 0.8476, 0.8063, 0.8726, 0.8491,\n", + " 0.8436, 0.8547, 0.8466, 0.8363, 1.0828, 0.8279, 0.8633, 0.8279, 0.8396,\n", + " 0.8248, 0.8555, 0.8601, 0.8649, 0.9414, 0.8409, 0.8382, 0.8422, 0.7070,\n", + " 0.8349, 0.8393, 0.8890, 0.8678, 0.8809, 0.8638, 0.8489, 0.8288, 0.8630,\n", + " 0.8506, 0.8118, 0.8649, 0.8647, 0.8499, 0.8278, 0.8581, 0.7798, 0.8732,\n", + " 0.8623, 0.8570, 0.8415, 0.8307, 0.8156, 0.8518, 0.8377, 0.8572, 0.8434,\n", + " 0.8699, 0.8062, 0.8603, 0.8478, 0.8088, 0.8536, 0.8418, 0.8255, 0.8336,\n", + " 0.8214, 0.8632, 0.8536, 0.8572, 0.8295, 0.8693, 0.8435, 0.8618, 0.8350,\n", + " 0.8450, 0.8762, 0.8235, 0.8998, 0.8017, 0.8178, 0.8160, 0.8456, 0.8700,\n", + " 0.8464, 0.8341, 0.8547, 0.8416, 0.8600, 0.8253, 0.8222, 0.8422, 0.8318,\n", + " 0.8716, 0.8259, 0.8703, 0.8493, 0.8493, 0.8867, 0.8211, 0.8444, 0.8451,\n", + " 0.8555, 0.8471, 0.8320, 0.8377, 0.8427, 0.8544, 0.8529, 0.8680, 0.8911,\n", + " 0.8428, 0.8413, 0.8471, 0.8487, 0.8346, 0.8576, 0.8398, 0.8257, 0.8380,\n", + " 0.8574, 0.8316, 0.8696, 0.8554, 0.8419, 0.8407, 0.8487, 0.8443, 0.8418,\n", + " 0.8603, 0.8382, 0.8771, 0.8511, 0.8505, 0.8360, 0.8882, 0.8473, 0.9015,\n", + " 0.8756, 0.8869, 0.8460, 0.8616, 0.8442, 0.8155, 0.8514, 0.8648, 0.8657,\n", + " 0.8804, 0.8519, 0.8621, 0.8479, 0.8607, 0.8232, 0.8773, 0.8574, 0.8427,\n", + " 0.8494, 0.9454, 0.8615, 0.8602, 0.9206, 0.8314, 0.8427, 0.8468, 0.8528,\n", + " 0.8728, 0.8320, 0.8267, 0.8138, 0.8464, 0.8511, 0.8437, 0.8251, 0.8903,\n", + " 0.8346, 0.8762, 0.8286, 0.8463, 0.8644, 0.8704, 0.8401, 0.8421, 0.8382,\n", + " 0.8371, 0.8343, 0.8397, 0.8621, 0.8402, 0.8429, 0.8619, 0.8596, 0.8597,\n", + " 0.8786, 0.8325, 0.8564, 0.8275, 0.8584, 0.8863, 0.8499, 0.8511, 0.8212,\n", + " 0.8188, 0.8686, 0.8701, 0.8482, 0.8704, 0.8937, 0.8291, 0.8391, 0.8516,\n", + " 1.5371, 0.8554, 0.8568, 0.8563, 0.8404, 0.8409, 0.8398, 0.8875, 0.8691,\n", + " 0.8495, 0.8180, 0.8389, 0.8536, 0.6582, 0.8556, 0.8524, 0.8522, 0.8569,\n", + " 0.8311, 0.8471, 0.8558, 0.8501, 0.8438, 0.8706, 0.8647, 0.8470, 0.8286,\n", + " 0.8387, 0.8455, 0.8571, 0.9022, 0.8090, 1.0631, 0.8578, 0.8398, 0.8367,\n", + " 0.9711, 0.8156, 0.8653, 0.8613, 0.7998, 0.7831, 0.8282, 0.8466, 0.8523,\n", + " 0.8346, 0.8365, 0.8424], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.1344e-02, 1.2080e-02, -4.6364e-02, -3.0130e-02, 7.9443e-02,\n", + " 5.0981e-02, 1.1908e-02, -2.0652e-02, -1.0936e-01, -1.1688e-01,\n", + " -8.6071e-02, 2.6358e-02, -1.1645e-01, 1.5676e-02, -3.1420e-02,\n", + " 3.6622e-02, 5.6841e-02, 4.6632e-02, -8.3829e-03, -7.8806e-02,\n", + " -2.4978e-02, -3.3134e-02, 6.8759e-02, 3.2692e-02, 3.3648e-02,\n", + " -2.8723e-02, 8.5249e-03, -5.7247e-02, -1.0357e-01, -1.4365e-02,\n", + " 6.1772e-02, -7.3953e-02, -3.5921e-04, -3.0949e-02, -1.3592e-01,\n", + " -7.2458e-02, -5.0496e-02, -1.5356e-02, -5.2733e-02, -1.0026e-01,\n", + " -1.4037e-01, -6.2274e-02, -7.1671e-02, -1.5139e-02, -8.2626e-02,\n", + " -4.7771e-02, -1.4454e-01, 3.6936e-02, -7.9435e-02, -3.5952e-02,\n", + " -1.0434e-01, 7.1274e-02, 3.2480e-02, 6.3918e-02, 2.8611e-02,\n", + " -1.6015e-02, -1.3967e-01, -1.6648e-02, -6.6715e-02, -7.7961e-02,\n", + " -8.4401e-03, 4.0578e-02, 1.0819e-01, -4.4659e-02, 1.1845e-02,\n", + " 5.9508e-02, 1.6610e-02, 1.8677e-02, -1.1001e-01, -1.2207e-01,\n", + " -1.0786e-01, -9.6549e-02, -6.1122e-02, -3.2128e-02, -7.1845e-02,\n", + " -1.2359e-01, -2.4683e-02, -1.9532e-02, 1.5631e-02, 9.3122e-02,\n", + " -7.1852e-02, -2.3720e-02, -3.4551e-02, -2.2903e-02, -4.2727e-02,\n", + " -8.6009e-02, -9.0888e-02, 9.3918e-02, -5.9314e-02, 7.0650e-02,\n", + " -1.0035e-01, 1.4553e-02, 1.3380e-02, 1.0654e-01, 7.3451e-03,\n", + " -1.3439e-01, 1.1810e-01, -7.5076e-02, -3.9675e-02, -1.2730e-02,\n", + " -9.3441e-02, -7.8124e-02, 5.0937e-03, -4.6052e-02, -1.3498e-01,\n", + " -9.7142e-02, -7.0380e-02, -9.0184e-02, -5.4622e-02, -1.1805e-02,\n", + " -9.8805e-02, 9.0518e-03, -6.6125e-02, -7.6516e-02, -1.6316e-01,\n", + " 9.1859e-02, 6.8594e-02, -1.1347e-01, -9.3453e-02, -1.6409e-02,\n", + " 4.9831e-02, 5.9697e-02, -2.5936e-02, 3.3220e-01, -1.5791e-02,\n", + " -4.6808e-02, 1.6120e-03, 5.4064e-02, -1.0811e-01, -1.0923e-01,\n", + " -2.3789e-02, 1.1774e-01, -2.7513e-03, -1.0053e-01, -6.7293e-02,\n", + " -1.4769e-01, -5.7897e-02, -1.0835e-01, -3.9113e-03, -3.5699e-02,\n", + " -5.1963e-02, -9.8398e-02, -8.2750e-02, -6.5031e-02, -5.8932e-02,\n", + " -3.8372e-02, -3.2102e-02, -1.0399e-01, -2.4155e-02, -6.1841e-02,\n", + " -5.7919e-02, 1.0234e-03, -1.5286e-01, -1.6116e-01, -6.3931e-02,\n", + " 5.4084e-02, 6.7514e-02, -4.2360e-02, -9.1926e-02, -3.0753e-02,\n", + " 3.0540e-02, -6.8048e-02, -6.3836e-02, -1.0519e-01, 3.6709e-02,\n", + " 2.3915e-02, 8.1677e-02, 6.4061e-02, -1.0920e-01, 6.5083e-02,\n", + " -7.1140e-02, -9.0670e-02, 5.8689e-02, -7.2455e-02, -8.5068e-02,\n", + " -6.9670e-02, 6.7066e-02, 2.5771e-02, 6.9231e-02, -1.5279e-02,\n", + " -6.2065e-01, 4.2855e-02, -1.0108e-01, 1.4958e-02, -5.1842e-02,\n", + " -2.9548e-02, 1.2663e-01, -1.9485e-02, -1.4611e-02, -7.0454e-02,\n", + " -1.5010e-01, -1.1479e-01, -2.0274e-02, -4.6186e-02, 3.7312e-02,\n", + " -4.6845e-03, -1.1243e-01, 5.7662e-03, -4.8168e-02, 4.1642e-02,\n", + " -1.2994e-01, -1.0522e-01, 5.8554e-02, -7.5463e-02, -1.3078e-01,\n", + " 3.4147e-02, 3.6588e-02, -4.6127e-02, -3.3408e-02, 3.4817e-03,\n", + " -4.2363e-02, -4.2850e-02, 6.9876e-02, -4.7035e-02, 3.6683e-02,\n", + " 2.3717e-02, -5.6663e-02, -2.3482e-02, 2.2695e-03, -7.1891e-02,\n", + " 3.4086e-02, -3.9050e-02, -5.4687e-02, -1.0103e-02, -4.6291e-02,\n", + " -1.3215e-01, -4.2017e-03, -6.4696e-02, 7.4318e-02, -3.7038e-02,\n", + " -7.4783e-02, 3.7466e-03, -4.4902e-02, -5.4526e-02, -3.2154e-02,\n", + " -6.9844e-02, -1.7045e-02, -9.5056e-02, 5.8156e-02, -1.0002e-01,\n", + " -2.9361e-03, 5.3961e-02, -1.5724e-02, 1.2291e-01, -7.9840e-02,\n", + " -6.2188e-02, -3.2282e-02, 8.2793e-03, -1.1508e-01, -1.4068e-01,\n", + " -5.5942e-02, -1.2841e-01, -4.0451e-02, -4.0718e-02, -6.1471e-02,\n", + " -8.3071e-02, -1.5063e-02, -2.3455e-02, 1.1974e-02, 7.6468e-02,\n", + " -6.5692e-02, -1.8200e-02, -1.4435e-02, -6.2212e-02, -1.2290e-01,\n", + " -1.7033e-01, -2.5049e-02, -9.7031e-02, 7.9129e-03, -3.5679e-02,\n", + " -6.2448e-03, 5.5563e-02, -9.0274e-02, 3.9126e-02, -1.1295e-01,\n", + " -5.1131e-02, 5.9279e-03, -9.5505e-03, -6.1520e-02, -2.4447e-02,\n", + " -1.8512e-02, 8.4790e-02, -9.8691e-02, -8.7056e-02, -1.1217e-01,\n", + " -1.5344e-01, 5.8255e-02, -1.4153e-01, -7.1881e-03, -1.1657e-03,\n", + " -7.4974e-02, 4.0591e-02, -8.0208e-02, 3.8199e-02, -5.8486e-04,\n", + " 5.0867e-02, 3.5725e-03, -1.4645e-02, -2.7721e-04, -5.1357e-02,\n", + " -5.7399e-02, -8.0470e-03, -6.7928e-02, 2.5977e-02, -1.1493e-01,\n", + " -2.4930e-02, -1.7211e-02, -1.4713e-01, -2.2575e+00, 3.7316e-02,\n", + " -1.8979e-02, -1.0595e-01, -1.0567e-02, -7.6957e-02, 2.2319e-02,\n", + " -1.2596e-01, -5.9056e-02, 3.7224e-02, 1.6287e-02, -6.8733e-02,\n", + " -4.9052e-02, 4.2215e-02, -6.1539e-03, -9.2575e-02, -2.2745e-02,\n", + " -4.3827e-02, 1.5006e-02, 2.1218e-02, -5.9763e-02, -1.6321e-01,\n", + " -1.3407e-01, 7.0248e-02, -2.2305e-02, 4.9774e-02, -7.5658e-02,\n", + " -5.4044e-02, -1.0192e-01, -7.0567e-02, -4.1365e-02, -1.0061e-01,\n", + " -1.5344e-02, -2.0617e-02, -7.9850e-02, -9.0090e-02, -1.2089e-03,\n", + " -1.7109e-02, -1.2406e-01, -1.1144e-01, -1.0369e-01, -7.0175e-02,\n", + " -5.0133e-02, -1.3557e-02, 1.6262e-01, -9.9455e-02, -7.2051e-02,\n", + " -1.1553e-01, 3.9777e-03, 5.5598e-02, -1.8694e-02, -9.6043e-04,\n", + " 6.9841e-02, -7.7826e-02, 5.5478e-02, -4.6886e-02, -7.8571e-03,\n", + " -1.7885e-02, -1.2144e-01, 3.0650e-02, 5.2436e-03, -8.6549e-02,\n", + " -1.2067e-01, -1.2578e-01, -3.0886e-02, -1.4648e-01, -1.3343e-01,\n", + " -9.9811e-02, 1.0904e-01, 5.2390e-02, -6.2593e-02, 7.3330e-02,\n", + " -8.2041e-02, -2.8029e-01, -1.3285e-02, -1.2791e-01, 2.9784e-02,\n", + " -4.9950e-02, 1.3312e-02, -2.3558e-04, -1.0833e-01, -9.1062e-02,\n", + " -3.6797e-02, 4.6885e-02, -8.6031e-03, -7.7853e-02, -4.7832e-02,\n", + " 2.6897e-02, -4.3142e-02, -8.8117e-02, 1.3069e-02, -7.0432e-02,\n", + " -3.8987e-02, -9.9468e-02, 4.2137e-02, 2.7479e-02, -6.7665e-02,\n", + " -4.4414e-02, 7.5395e-03, -2.0309e-03, 4.0419e-02, -1.4872e-01,\n", + " -8.2230e-02, -6.8386e-02, -6.8401e-02, -4.1047e-02, -8.8755e-02,\n", + " 5.6166e-02, 5.6017e-02, -5.5956e-02, 2.1983e-02, -2.2961e-02,\n", + " -7.1032e-03, -7.5360e-02, 6.5075e-02, -9.5735e-02, 4.0330e-02,\n", + " 7.4802e-02, 8.9258e-03, 2.9245e-02, -1.5354e-02, 6.8174e-02,\n", + " -1.0322e-01, -2.5460e-03, -1.0041e-01, -1.2218e-02, -8.0847e-02,\n", + " -6.2028e-02, 6.3530e-02, 8.3978e-03, -5.7599e-02, -1.0613e-01,\n", + " -2.3226e-02, 5.4509e-02, 1.6102e-02, -4.9709e-02, -1.4171e-01,\n", + " -1.9604e-01, -9.9754e-02, -9.7179e-02, -8.0188e-02, 3.6264e-02,\n", + " 3.3763e-02, -1.4644e-02, 1.3093e-01, 8.6540e-03, 2.5184e-02,\n", + " 1.3682e-02, -9.1370e-02, -6.9037e-04, -2.6415e-02, -6.0097e-02,\n", + " -3.5762e-03, -4.9125e-02, -8.7560e-02, 5.8042e-02, 8.4096e-02,\n", + " 3.6079e-03, -5.9528e-02, -7.0748e-02, 3.0864e-02, -1.0618e-01,\n", + " -8.6109e-02, -4.3467e-02, -7.9412e-03, 1.1864e-01, -8.4393e-02,\n", + " -6.7752e-02, -1.3682e-02, 1.3190e-01, -4.1765e-02, -9.5315e-02,\n", + " -8.5517e-02, -1.0381e-02, 7.4308e-03, 2.5057e-02, -1.2178e-01,\n", + " -1.0872e-01, -3.0953e-02, -6.2515e-03, -6.9138e-02, -1.0413e-01,\n", + " -9.2249e-02, -8.9106e-03, 1.4600e-01, -1.2124e-01, -8.7356e-02,\n", + " -1.2041e-01, -1.1749e-01, -3.5789e-02, 3.8827e-02, -8.9954e-03,\n", + " -2.3699e-02, -7.3208e-02, -8.5094e-02, -1.4362e-01, -5.3073e-02,\n", + " 1.5437e-02, -8.0135e-02, 1.2968e-02, -2.8527e-02, -1.8904e-02,\n", + " -1.3154e-01, 3.9962e-02, 7.3063e-02, -2.0348e-01, 3.3176e-02,\n", + " -4.0622e-02, -7.5475e-02, 6.5075e-02, -1.1102e-01, -6.7218e-02,\n", + " -7.5741e-02, 2.4920e-02, -1.2435e-02, -1.9510e-02, -1.4103e-02,\n", + " -6.3889e-02, 1.4682e-01, -1.2999e-01, -4.1460e-02, -1.1495e-01,\n", + " -1.9698e-02, -1.1444e-01, -3.0427e-02, 4.8089e-02, -6.2266e-02,\n", + " -7.7924e-02, 2.4362e-04, -1.4317e-01, -3.6246e-02, -1.2393e-01,\n", + " 4.1629e-02, 8.1272e-02, -8.8061e-02, -7.7921e-02, -8.0148e-02,\n", + " -9.8167e-02, -8.5414e-02, -1.5176e-02, 1.9671e-02, 5.1377e-02,\n", + " -1.5865e-02, -1.1811e-01, -7.8402e-02, 2.3705e-02, 2.9540e-02,\n", + " -8.7734e-02, -8.4668e-02, 9.9336e-02, -4.6445e-02, -1.6185e-01,\n", + " -1.3077e-01, -4.2604e-02, 5.8688e-02, 1.1358e-02, -1.2765e-01,\n", + " -6.1923e-02, -8.4753e-02, -3.0332e-02, -6.0014e-04, -7.5688e-02,\n", + " -1.0452e-01, -8.2666e-03, 4.5868e-02, -3.2654e-02, -4.4266e-02,\n", + " -5.2327e-02, 8.4792e-02, -7.2354e-02, 2.3774e-02, -3.6025e-02,\n", + " -1.1545e-01, -2.8853e-02, -2.0315e-02, 2.3356e-02, -5.5108e-02,\n", + " -3.2399e-02, 1.0912e-01, -1.3768e-01, -9.9473e-02, -1.2217e-02,\n", + " -9.2016e-02, -3.4299e-02, 1.1813e-02, -2.0268e-01, -1.2499e-02,\n", + " 3.3174e-02, -1.0902e-01, -2.4698e-02, -1.8718e-02, -1.3656e-02,\n", + " -1.8760e-02, -5.9220e-02, -2.1743e-02, -5.2343e-02, 6.8899e-02,\n", + " 3.8413e-02, -1.1812e-01, 4.0992e-02, -8.7708e-02, 6.0118e-02,\n", + " 1.1129e-01, -2.3863e-03, -2.4479e-02, 5.5275e-02, -4.8966e-02,\n", + " -1.3996e-01, -1.2337e-01, 5.8795e-03, 1.5241e-02, -1.1743e-01,\n", + " 2.0023e-02, -1.0781e-02, -8.2880e-02, -6.0243e-02, 9.4822e-03,\n", + " -1.2696e-01, 4.8240e-03, -6.5649e-02, 6.8928e-03, -5.0116e-02,\n", + " 8.7673e-02, 3.1290e-02, -2.8279e-02, 1.1816e-02, -7.9418e-03,\n", + " 3.5138e-02, -3.7828e-02, 1.0395e-01, 5.2070e-02, 1.1879e-02,\n", + " -3.6229e-02, 5.4177e-02, -1.7798e-01, -9.3546e-02, 3.3682e-02,\n", + " -1.0662e-01, -3.3063e-02, 2.0191e-02, 5.7537e-02, -1.8093e-02,\n", + " -9.0532e-02, 9.5468e-02, -7.4289e-02, -2.5821e-02, -2.6561e-02,\n", + " -4.5162e-02, 2.9504e-02, -3.1473e-02, 2.8452e-02, -2.9851e-02,\n", + " -2.8579e-02, -9.0557e-02, 5.2943e-03, -5.8344e-02, 4.7541e-02,\n", + " -2.5308e-02, -1.0288e-01, -4.9240e-02, -5.8421e-02, 1.6592e-02,\n", + " 1.2111e-01, -5.4313e-02, -8.1466e-02, -4.9400e-02, 7.0303e-03,\n", + " -4.2782e-02, -4.3525e-02, -8.5807e-03, 6.2815e-02, 5.9304e-02,\n", + " -1.0129e-01, -6.6303e-02, -7.5956e-03, -6.3686e-02, -2.5517e-02,\n", + " -2.0086e-02, -6.0147e-02, -2.3865e-02, -3.3763e-02, -7.4924e-02,\n", + " -1.3382e-01, -1.6790e-01, -1.3245e-01, -3.7097e-02, 2.2390e-02,\n", + " -1.0047e-01, -8.1847e-02, -7.7880e-02, 5.0404e-02, -1.4665e-01,\n", + " 5.9582e-02, -1.1912e-02, -1.1096e-01, -1.0069e-01, 6.5853e-02,\n", + " 1.5271e-02, 4.4003e-02, 1.9579e-02, 4.8464e-02, 6.3348e-02,\n", + " -6.8227e-02, 3.1810e-02, -3.2205e-02, 8.8901e-02, -5.0658e-02,\n", + " -1.0127e-01, -1.6246e-01, 1.6157e-02, -4.4182e-02, -6.6988e-02,\n", + " -5.1723e-01, 1.4864e-02, -7.6332e-02, -7.5355e-03, 2.3505e-02,\n", + " -4.6339e-02, -1.4055e-02, -1.6824e-01, 7.3489e-03, -3.3287e-02,\n", + " -6.3824e-04, 5.9921e-03, -8.3247e-02, 9.5896e-02, 3.1140e-02,\n", + " -5.0645e-02, -1.2309e-01, 2.1778e-02, -8.4379e-02, -7.0738e-02,\n", + " -8.9048e-02, -4.2593e-02, -1.2673e-01, -1.4987e-01, 8.0047e-02,\n", + " 7.0084e-03, -8.5599e-02, -6.0880e-02, -5.7156e-02, -8.4430e-03,\n", + " -6.1077e-02, -9.3670e-02, -6.0107e-02, -5.3923e-02, -5.4385e-02,\n", + " -1.1415e-01, -1.8597e-01, -2.0845e-02, -4.5953e-02, 1.9309e-02,\n", + " 9.4666e-02, -1.1881e-01, -4.2700e-03, -1.2863e-01, -4.4709e-02,\n", + " -4.3273e-02, 5.3781e-02, 2.5261e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-0.0976, -0.0618, -0.0515, ..., -0.1151, -0.0466, -0.1224],\n", + " requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.5741e-02, 4.2078e-02, 1.2011e-02, 2.2932e-03, 5.5518e-02,\n", + " 4.5913e-02, 2.2022e-02, -5.5168e-02, -2.1741e-02, -1.0107e-01,\n", + " -9.8937e-02, 5.2764e-02, -7.3483e-02, 8.6208e-02, 6.0888e-02,\n", + " 1.2144e-01, 1.0733e-02, 4.1013e-03, 2.8674e-02, -3.3970e-02,\n", + " 2.2772e-02, -6.7903e-03, 4.9564e-03, 1.4364e-02, 2.9709e-02,\n", + " -6.4162e-03, 5.6278e-02, 6.3540e-02, -1.5162e-02, -1.7254e-02,\n", + " -2.8550e-04, 4.7133e-02, 3.4972e-02, -7.6128e-02, 2.4526e-02,\n", + " -2.5571e-02, -3.0283e-02, -5.3822e-03, 2.4152e-02, -5.9109e-02,\n", + " -4.5285e-03, -1.7886e-02, -4.1091e-02, 1.0376e-02, 4.9845e-02,\n", + " 4.7674e-02, -8.8754e-02, 7.5486e-02, -1.0166e-01, -7.9692e-02,\n", + " 4.3310e-03, 5.8896e-02, 7.9482e-02, 2.7634e-03, -2.2596e-02,\n", + " 6.1754e-02, -2.9951e-02, 6.2471e-02, 3.7189e-02, 4.2943e-02,\n", + " -1.5058e-02, -2.4581e-02, 6.8931e-02, -8.8080e-03, -2.2560e-02,\n", + " -5.4985e-02, 5.4128e-02, 7.5724e-02, 2.8788e-02, 4.6660e-02,\n", + " -4.4814e-03, 3.1812e-02, -3.7511e-02, -8.0002e-02, 1.0749e-01,\n", + " -6.5850e-02, 4.5588e-02, 2.3601e-02, 5.3216e-02, 8.7131e-02,\n", + " 7.3938e-02, -3.2171e-02, 2.5774e-02, 9.8898e-03, 2.4024e-03,\n", + " -6.3372e-02, -9.0037e-02, -3.0310e-02, -1.5730e-02, 9.7426e-02,\n", + " -7.6012e-02, -5.0295e-03, 8.4208e-02, 5.3904e-02, 3.9876e-02,\n", + " -1.5031e-01, 1.3342e-02, 5.5709e-03, 8.6004e-02, -3.2644e-02,\n", + " -6.3840e-02, -4.0073e-02, 1.4759e-03, -2.9463e-03, -1.3734e-01,\n", + " -7.9349e-02, -5.9826e-02, -7.3977e-02, -7.9907e-02, -9.2668e-02,\n", + " -2.6027e-02, 2.4271e-02, -9.1017e-02, 1.4410e-02, -5.3724e-02,\n", + " 1.5609e-02, 4.0855e-02, 4.5932e-02, -4.2466e-02, -3.3923e-02,\n", + " 5.1573e-02, 1.4564e-01, 3.8452e-02, -3.4191e-03, 4.3361e-02,\n", + " 3.6211e-02, 5.3221e-02, -2.2619e-02, -1.5577e-02, -7.8316e-02,\n", + " -1.2720e-02, 6.6331e-02, 7.5486e-03, -5.7261e-03, -1.3333e-02,\n", + " -8.1408e-02, 4.1948e-02, 1.4382e-02, 8.5527e-02, -3.4351e-02,\n", + " -5.0566e-02, -4.0421e-02, -1.1631e-01, 3.7037e-02, 6.9312e-02,\n", + " 6.3102e-03, -7.9192e-02, -1.0396e-01, -9.4308e-02, 1.1846e-01,\n", + " -6.8122e-02, 6.9707e-02, 8.7248e-03, 7.6877e-04, -4.4632e-02,\n", + " 8.9779e-02, -5.9622e-03, 3.3064e-02, -1.0618e-02, 2.4632e-02,\n", + " 4.5643e-02, -7.5217e-03, 5.2801e-02, -3.7286e-02, 2.0312e-03,\n", + " 2.8662e-02, 3.2067e-02, -1.7333e-02, 4.4542e-02, 3.4369e-02,\n", + " -7.0471e-02, -4.3833e-03, -2.4420e-02, -5.7783e-02, -2.8720e-02,\n", + " -1.1356e-02, -2.3630e-03, -2.0051e-03, -7.4737e-02, -8.6264e-03,\n", + " -1.6157e-01, 3.9566e-03, -3.2327e-02, -5.7044e-02, -6.0499e-02,\n", + " 2.5157e-02, 5.5642e-02, -2.2992e-02, 7.6248e-02, 1.8392e-02,\n", + " 4.4709e-02, -9.9869e-02, 5.4718e-02, -4.5948e-04, 6.2032e-02,\n", + " -7.7357e-02, 1.8792e-02, 4.1057e-02, 6.4767e-02, 4.7432e-02,\n", + " -9.0086e-02, -2.4933e-02, 4.9760e-02, -9.5229e-02, 2.1131e-02,\n", + " 1.2652e-01, 2.1365e-02, 3.0726e-02, 3.9724e-02, 2.1305e-02,\n", + " 1.0902e-02, -5.3310e-02, -5.6873e-03, 1.0282e-02, 9.9563e-02,\n", + " -8.4239e-02, -2.7006e-02, -1.1546e-01, 4.0102e-02, -8.9660e-02,\n", + " 4.6134e-02, 4.1681e-02, 9.0483e-04, 4.2167e-03, 7.7366e-03,\n", + " 5.3710e-02, 2.2877e-02, -3.4592e-02, 4.5413e-02, -9.4250e-02,\n", + " -5.7224e-02, 1.9963e-02, 3.3544e-02, 2.6429e-02, 4.3978e-02,\n", + " 7.0906e-02, -1.4172e-02, 3.1707e-02, 1.1556e-01, 2.2510e-02,\n", + " 1.3776e-01, 3.4043e-03, 1.9217e-02, 9.7301e-02, -9.2280e-02,\n", + " -1.0608e-02, 5.2683e-02, -1.4630e-03, -2.5501e-02, 1.8408e-02,\n", + " -1.0153e-02, -5.9191e-02, -6.9154e-04, -5.0810e-02, -5.9029e-03,\n", + " -3.4107e-02, -8.1468e-02, -4.7834e-02, 5.1254e-02, 1.1035e-01,\n", + " -7.3325e-02, -2.8772e-02, -2.7043e-02, -1.8885e-02, 5.3347e-02,\n", + " -7.9410e-03, -7.5070e-02, -4.7684e-02, 5.5057e-02, 8.8665e-02,\n", + " 7.7637e-02, 1.4622e-02, 7.4473e-03, -1.2827e-01, 2.7860e-02,\n", + " 9.5059e-02, 6.5501e-03, -1.1090e-02, -5.4270e-02, -2.4547e-02,\n", + " 7.8927e-03, 2.2875e-02, 3.0793e-03, -1.2587e-02, -7.1923e-02,\n", + " -3.4396e-02, 7.3324e-02, -8.3631e-02, -6.4532e-02, 8.5521e-02,\n", + " 4.4709e-02, -1.5898e-02, -2.5457e-02, 1.0278e-01, 3.4183e-02,\n", + " 6.7814e-03, 3.5959e-03, 7.0658e-02, -4.9623e-02, -3.2984e-03,\n", + " 2.4855e-03, 4.9145e-02, -9.1689e-03, 1.4704e-02, 2.1152e-02,\n", + " -8.3013e-02, -7.5539e-02, -7.5281e-02, -5.7309e-01, -6.0819e-02,\n", + " -8.5979e-02, -1.9025e-02, 4.4833e-02, -2.6851e-02, -1.3231e-02,\n", + " -1.7288e-02, -3.0165e-02, 3.5889e-02, -5.5218e-02, 4.3945e-02,\n", + " -4.3719e-02, 9.3420e-03, 3.9414e-02, 6.3030e-02, -8.1831e-02,\n", + " -3.7091e-02, 3.6320e-02, 1.1276e-01, -1.1581e-02, -5.2862e-02,\n", + " -1.2598e-02, -3.1647e-02, 4.8075e-03, 1.4833e-02, -6.5028e-02,\n", + " -7.6895e-03, -7.3512e-02, -2.5486e-02, -4.1813e-02, 1.5875e-04,\n", + " 2.7444e-02, -7.8871e-02, 6.8268e-02, -6.3687e-03, 2.2613e-02,\n", + " -3.2094e-02, 4.0743e-02, 2.3803e-02, -4.9665e-02, -3.8302e-03,\n", + " 1.7203e-03, -6.6815e-02, 2.7893e-02, 2.8895e-02, 1.1447e-02,\n", + " -2.9330e-02, -2.4495e-02, 7.2686e-02, -6.2831e-02, -3.8198e-02,\n", + " 5.3170e-02, -2.2470e-03, 1.3094e-02, -2.8768e-03, -5.7709e-02,\n", + " 1.2637e-02, 3.5921e-02, 7.7178e-02, -1.2786e-02, 6.8424e-02,\n", + " 4.2647e-02, -3.6230e-02, 6.6335e-02, 1.8345e-02, 5.5026e-02,\n", + " -1.6044e-02, 9.5089e-02, -5.7743e-02, -3.9953e-03, -5.6321e-02,\n", + " 1.7654e-02, -1.1355e-01, -2.0111e-02, -1.2025e-02, -2.2342e-02,\n", + " -3.8111e-02, -1.8493e-02, 4.7788e-02, -1.1700e-01, 2.9329e-02,\n", + " 1.0777e-01, 8.1691e-02, 1.0103e-02, -3.9286e-02, 4.3974e-02,\n", + " -1.0193e-01, 4.6519e-04, 3.4982e-02, 1.7681e-02, -2.2531e-02,\n", + " 5.9354e-03, -4.4545e-02, 8.4809e-02, 1.2845e-02, 7.2413e-03,\n", + " -8.9966e-02, -2.0195e-02, -5.5660e-02, 5.1682e-03, -2.9537e-02,\n", + " 3.0734e-02, -6.4153e-02, -8.2416e-02, -4.1658e-02, 3.5524e-02,\n", + " 8.4056e-02, 2.6158e-02, -7.0579e-02, 5.0375e-02, -1.5945e-02,\n", + " -3.6871e-02, -5.4097e-02, 7.0046e-02, -5.9001e-02, -6.6906e-02,\n", + " 2.8931e-02, 2.1156e-02, 1.4465e-02, -4.2688e-02, 3.0843e-02,\n", + " -9.5841e-02, 3.1049e-02, -1.7267e-02, 5.8211e-02, -1.1215e-02,\n", + " 2.5011e-02, -5.2271e-02, -7.2524e-03, 4.1636e-02, -1.2922e-02,\n", + " 3.3012e-02, -1.3943e-01, -2.3983e-02, -1.0884e-01, -4.5540e-02,\n", + " 8.2418e-03, -1.1399e-02, 1.9262e-02, 3.5149e-02, 2.1226e-02,\n", + " 4.1662e-02, 5.5880e-02, 5.5789e-02, 7.1931e-02, 1.1613e-02,\n", + " -3.0148e-02, -6.4731e-03, 1.6994e-02, 4.7024e-02, -1.6237e-02,\n", + " 7.8670e-02, -3.5580e-02, -9.2719e-03, -8.0301e-02, 7.5849e-02,\n", + " 1.6408e-03, -1.3350e-02, -1.3303e-02, -1.0529e-02, -6.1056e-02,\n", + " -4.6966e-02, -2.0982e-02, -1.9628e-02, 1.8064e-02, -5.4067e-02,\n", + " -4.4243e-02, -1.2639e-02, -3.5794e-03, 5.3594e-02, -6.1120e-02,\n", + " -3.5429e-02, 2.9079e-02, -1.0818e-02, -2.0240e-02, -4.4640e-02,\n", + " 5.4709e-02, 5.5514e-02, 4.5176e-02, 5.2774e-02, 2.0449e-03,\n", + " 2.4148e-02, 7.5699e-02, 9.8555e-03, -1.4599e-02, -3.2677e-02,\n", + " -1.8330e-02, -4.1715e-02, 3.6530e-02, 7.1768e-02, 2.3452e-03,\n", + " 1.4440e-03, 9.1412e-02, -6.8613e-02, -1.9729e-02, -5.9021e-02,\n", + " 2.3761e-03, -4.1591e-02, -1.1875e-02, -5.7171e-02, -3.9905e-02,\n", + " -1.8021e-01, 1.4446e-02, -2.0283e-02, -3.4604e-02, 1.0934e-01,\n", + " 9.3487e-02, -1.6994e-02, -2.2198e-02, -7.0739e-02, -3.3051e-02,\n", + " 3.6369e-03, 2.6813e-02, 3.7742e-02, 5.3021e-03, -2.6763e-02,\n", + " -1.9912e-02, 7.5408e-02, -1.4839e-01, 5.4851e-02, -2.8359e-02,\n", + " -8.4575e-02, -7.1482e-02, -3.5255e-02, 4.3687e-02, -7.3170e-03,\n", + " -1.0373e-01, 1.8857e-02, -1.6432e-03, 4.4577e-02, -1.0060e-01,\n", + " 4.6177e-02, 5.7075e-02, 1.3574e-01, -3.1414e-02, -1.5419e-02,\n", + " 6.4323e-02, -1.9411e-02, 9.2282e-02, 5.1881e-02, -2.1687e-02,\n", + " -5.2754e-03, -1.7284e-02, -7.6404e-02, -7.7567e-03, 3.9789e-03,\n", + " -6.3117e-02, -7.0600e-03, 8.3449e-02, 4.4994e-02, -6.5175e-04,\n", + " -1.2513e-02, 2.4039e-02, -1.7452e-02, 8.6102e-02, 9.3158e-03,\n", + " 1.5504e-02, 1.6610e-02, 3.5816e-02, 5.1665e-02, -2.8690e-03,\n", + " -5.9123e-02, 1.6995e-02, 2.7976e-02, 9.5845e-02, -2.8796e-02,\n", + " -3.9649e-02, 2.7449e-02, 4.1449e-02, 2.4183e-02, -5.3613e-02,\n", + " -1.2956e-02, 7.5293e-02, 2.5709e-02, -4.0720e-02, 1.0458e-03,\n", + " -2.5551e-02, 2.9039e-02, 1.0784e-02, 1.2268e-01, 3.7313e-02,\n", + " -2.2168e-02, 8.9978e-02, 4.8200e-02, -1.3578e-02, 2.6823e-02,\n", + " 1.4709e-02, -1.7293e-02, 7.1181e-02, -2.5049e-02, 6.0888e-02,\n", + " -1.3517e-02, -1.1441e-02, -4.5996e-02, -8.6260e-02, 5.1932e-02,\n", + " 1.0900e-01, -5.6022e-02, -7.5737e-03, -1.9261e-02, 3.7798e-02,\n", + " 2.1514e-02, 4.5055e-02, 3.1432e-02, -4.1821e-02, 5.2410e-02,\n", + " -4.6340e-02, -5.2976e-02, -1.7671e-02, 6.4157e-02, -1.4843e-01,\n", + " 8.2264e-03, 4.8591e-03, -5.7576e-02, 1.2325e-02, 2.7476e-02,\n", + " -1.5675e-02, -3.9709e-03, 1.9007e-02, 9.8442e-03, -2.1851e-02,\n", + " 9.1209e-03, -4.7204e-02, 6.9091e-02, 4.1224e-02, -5.7185e-03,\n", + " -2.4363e-02, 4.1596e-02, 6.0440e-02, 6.6958e-02, -1.5571e-02,\n", + " -6.2780e-02, 2.3440e-02, -6.9045e-02, -9.7530e-02, 8.4682e-04,\n", + " -1.2317e-01, -2.8132e-02, 1.5301e-02, 6.0423e-03, 4.2853e-02,\n", + " 3.2683e-02, 3.7758e-03, 1.2861e-02, 3.9315e-02, -5.9100e-02,\n", + " -2.7530e-02, -1.8280e-02, 1.0072e-02, 3.5076e-02, -6.3968e-02,\n", + " -5.9066e-02, -1.2943e-01, -8.5690e-03, -3.7181e-02, 4.0224e-02,\n", + " -2.3463e-02, 2.0499e-02, -7.8721e-02, 1.6681e-02, 9.0797e-02,\n", + " 9.1372e-02, -1.5501e-04, -2.4964e-02, -2.6653e-02, 7.8210e-02,\n", + " 5.0348e-02, 6.5885e-03, 7.9732e-02, -5.8013e-02, 4.9909e-02,\n", + " 5.5382e-02, -2.6498e-02, 5.4312e-02, 2.9646e-02, -1.8378e-02,\n", + " -1.3659e-02, 3.9050e-02, 3.0359e-02, 6.9679e-02, -2.7579e-02,\n", + " -5.6372e-02, -9.0979e-02, -8.0618e-03, -7.0255e-02, 1.0123e-02,\n", + " 7.2885e-02, -5.6820e-02, -6.6698e-02, 9.6192e-02, -6.9482e-02,\n", + " 6.3897e-02, 5.1526e-02, -6.7743e-02, 3.1714e-02, 5.6532e-02,\n", + " 7.8241e-02, -1.0519e-02, 7.6105e-02, 1.2452e-01, 8.5340e-02,\n", + " -3.3119e-02, -1.7505e-02, -6.9945e-02, 6.2715e-02, -2.0161e-02,\n", + " 8.1423e-03, -2.7961e-03, 6.6570e-02, 1.3823e-01, -4.0674e-02,\n", + " -3.4993e-02, 2.4117e-02, 1.5082e-02, 6.2326e-02, 7.5106e-02,\n", + " 4.3886e-03, -6.8087e-02, -4.5146e-02, -9.0466e-04, -4.9335e-02,\n", + " 1.3295e-03, -6.4656e-03, 2.4747e-02, 3.9950e-02, 6.8273e-02,\n", + " -3.3840e-02, 3.3392e-02, 9.5674e-02, 2.1115e-02, -8.5006e-03,\n", + " 1.8209e-02, -4.2123e-02, -5.6538e-02, -2.2504e-02, 1.8652e-02,\n", + " -2.2379e-02, -3.0439e-02, -9.4725e-02, -8.1087e-02, -2.8831e-02,\n", + " 2.8818e-02, 5.2690e-02, -1.8964e-01, -5.8527e-02, -9.2450e-02,\n", + " 9.2485e-03, -4.2063e-02, 8.4913e-02, 2.1387e-02, -4.8710e-02,\n", + " -4.6535e-02, 1.5636e-02, 3.8541e-02, -5.6517e-05, -6.6900e-02,\n", + " 5.6160e-02, 3.0651e-02, 4.5752e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0.6384, 0.6300, 0.6657, 0.6127, 0.6376, 0.6371, 0.6570, 0.6331, 0.6264,\n", + " 0.6274, 0.6279, 0.6530, 0.6055, 0.6508, 0.6297, 0.6216, 0.6509, 0.6025,\n", + " 0.6437, 0.6300, 0.6269, 0.6288, 0.6218, 0.6324, 0.6286, 0.6211, 0.6202,\n", + " 0.6334, 0.6525, 0.6213, 0.6393, 0.6333, 0.6316, 0.6377, 0.6364, 0.6289,\n", + " 0.6342, 0.6112, 0.6209, 0.6371, 0.6302, 0.6346, 0.6272, 0.6218, 0.6665,\n", + " 0.6390, 0.6836, 0.6314, 0.6834, 0.6381, 0.6403, 0.6628, 0.6905, 0.6079,\n", + " 0.6166, 0.6367, 0.6341, 0.6005, 0.6061, 0.6538, 0.6669, 0.6125, 0.6143,\n", + " 0.6157, 0.6322, 0.6397, 0.6320, 0.6501, 0.6304, 0.6317, 0.6289, 0.6107,\n", + " 0.6380, 0.6405, 0.6143, 0.6522, 0.6047, 0.6076, 0.6453, 0.6347, 0.6345,\n", + " 0.6315, 0.6294, 0.6553, 0.6169, 0.6251, 0.6510, 0.6221, 0.6401, 0.6853,\n", + " 0.6214, 0.6307, 0.6428, 0.6185, 0.6171, 0.6550, 0.6437, 0.6276, 0.6232,\n", + " 0.6212, 0.6536, 0.6362, 0.6159, 0.6311, 0.6680, 0.6267, 0.6330, 0.6212,\n", + " 0.6301, 0.5318, 0.6436, 0.6386, 0.6399, 0.6273, 0.6604, 0.6951, 0.6258,\n", + " 0.6358, 0.6286, 0.6141, 0.6586, 0.6308, 0.6431, 0.6485, 0.6303, 0.6178,\n", + " 0.6410, 0.6356, 0.6644, 0.6729, 0.6194, 0.6183, 0.6338, 0.6260, 0.6120,\n", + " 0.6670, 0.6350, 0.6337, 0.6329, 0.6186, 0.6261, 0.6323, 0.5352, 0.6262,\n", + " 0.6402, 0.6480, 0.6291, 0.6221, 0.6568, 0.6198, 0.6312, 0.6352, 0.6188,\n", + " 0.6464, 0.6209, 0.6688, 0.6608, 0.6192, 0.6645, 0.6005, 0.6289, 0.6210,\n", + " 0.6187, 0.6294, 0.6319, 0.6159, 0.6647, 0.6350, 0.6330, 0.6304, 0.6271,\n", + " 0.6352, 0.6252, 0.6280, 0.6691, 0.6531, 0.7134, 0.6341, 0.6153, 0.6190,\n", + " 0.4560, 0.6633, 0.6192, 0.6314, 0.6253, 0.6157, 0.6236, 0.6331, 0.6351,\n", + " 0.6228, 0.6346, 0.6620, 0.6803, 0.6246, 0.6366, 0.6230, 0.6173, 0.7476,\n", + " 0.6356, 0.6460, 0.6094, 0.6203, 0.6758, 0.6076, 0.6733, 0.5315, 0.6364,\n", + " 0.6397, 0.6674, 0.6287, 0.6353, 0.6318, 0.6663, 0.6376, 0.6200, 0.6303,\n", + " 0.6224, 0.6362, 0.6235, 0.6183, 0.6421, 0.5906, 0.6244, 0.6254, 0.6406,\n", + " 0.6402, 0.6670, 0.6475, 0.6141, 0.6419, 0.6289, 0.6276, 0.6012, 0.6322,\n", + " 0.6502, 0.6098, 0.6163, 0.6439, 0.6441, 0.6198, 0.6096, 0.6438, 0.6417,\n", + " 0.6207, 0.6221, 0.6314, 0.6346, 0.6424, 0.6505, 0.6197, 0.6626, 0.6280,\n", + " 0.6274, 0.6147, 0.6576, 0.6521, 0.6229, 0.6307, 0.6542, 0.5951, 0.6398,\n", + " 0.6278, 0.6261, 0.6218, 0.6329, 0.6784, 0.6857, 0.6377, 0.6338, 0.6250,\n", + " 0.6533, 0.6379, 0.6497, 0.4800, 0.6291, 0.6451, 0.6843, 0.6271, 0.6006,\n", + " 0.6481, 0.6145, 0.6409, 0.6265, 0.6621, 0.6242, 0.6424, 0.6176, 0.6414,\n", + " 0.6487, 0.6233, 0.6266, 0.6764, 0.6153, 0.6282, 0.6213, 0.6218, 0.6077,\n", + " 0.6760, 0.6448, 0.6194, 0.6133, 0.6627, 0.6620, 0.6123, 0.6447, 0.6276,\n", + " 0.6074, 0.6355, 0.2733, 0.6234, 0.6448, 0.6281, 0.6408, 0.6209, 0.6348,\n", + " 0.5948, 0.6265, 0.6288, 0.6523, 0.6324, 0.6185, 0.6138, 0.6167, 0.6319,\n", + " 0.6588, 0.6490, 0.6170, 0.6269, 0.6300, 0.6341, 0.6205, 0.6115, 0.6197,\n", + " 0.6779, 0.6323, 0.6168, 0.6396, 0.6188, 0.6363, 0.6000, 0.6344, 0.6188,\n", + " 0.6309, 0.6176, 0.6522, 0.6386, 0.6353, 0.6329, 0.6167, 0.6441, 0.6369,\n", + " 0.6345, 0.6275, 0.6363, 0.6353, 0.6486, 0.6287, 0.6268, 0.6261, 0.6385,\n", + " 0.5896, 0.6288, 0.6216, 0.6141, 0.6393, 0.6453, 0.6181, 0.6181, 0.6344,\n", + " 0.6263, 0.6077, 0.6241, 0.6399, 0.6224, 0.6326, 0.6354, 0.6133, 0.6352,\n", + " 0.6321, 0.6392, 0.6411, 0.5365, 0.6179, 0.6134, 0.6166, 0.6293, 0.6133,\n", + " 0.6500, 0.6387, 0.6225, 0.6784, 0.6560, 0.6243, 0.6406, 0.6288, 0.6380,\n", + " 0.6308, 0.6276, 0.6754, 0.6355, 0.6390, 0.6337, 0.6624, 0.6925, 0.6277,\n", + " 0.6035, 0.6296, 0.6262, 0.7089, 0.6599, 0.6311, 0.6430, 0.6382, 0.6258,\n", + " 0.6512, 0.6338, 0.6338, 0.6218, 0.6266, 0.6353, 0.6361, 0.7031, 0.6023,\n", + " 0.6456, 0.6385, 0.6299, 0.6390, 0.6515, 0.6246, 0.6396, 0.6430, 0.6355,\n", + " 0.7782, 0.6255, 0.6211, 0.6263, 0.6885, 0.6084, 0.6313, 0.6296, 0.6192,\n", + " 0.5809, 0.6468, 0.6258, 0.6383, 0.6193, 0.6281, 0.6406, 0.6237, 0.6258,\n", + " 0.6268, 0.5954, 0.6637, 0.6102, 0.6271, 0.6270, 0.6300, 0.6493, 0.6270,\n", + " 0.6391, 0.6346, 0.6552, 0.6556, 0.6211, 0.6292, 0.6225, 0.6489, 0.6339,\n", + " 0.6224, 0.6588, 0.6057, 0.6201, 0.6219, 0.7086, 0.6325, 0.6385, 0.6228,\n", + " 0.6193, 0.6111, 0.6333, 0.6416, 0.6281, 0.6128, 0.6520, 0.6238, 0.6236,\n", + " 0.6303, 0.6492, 0.6139, 0.6293, 0.6339, 0.6194, 0.6279, 0.6479, 0.6316,\n", + " 0.6276, 0.6436, 0.6213, 0.6427, 0.6065, 0.6271, 0.6237, 0.6408, 0.6397,\n", + " 0.6151, 0.7299, 0.6305, 0.6353, 0.6369, 0.6307, 0.6365, 0.6394, 0.6501,\n", + " 0.6402, 0.6174, 0.6086, 0.6521, 0.6170, 0.6230, 0.6358, 0.6497, 0.6148,\n", + " 0.6285, 0.6630, 0.6186, 0.6260, 0.6180, 0.6201, 0.6336, 0.6081, 0.6540,\n", + " 0.6130, 0.6145, 0.6939, 0.6317, 0.6149, 0.7039, 0.6160, 0.6272, 0.6087,\n", + " 0.6282, 0.6575, 0.6640, 0.6269, 0.6428, 0.6156, 0.6506, 0.6301, 0.6189,\n", + " 0.6474, 0.6188, 0.6614, 0.6475, 0.6764, 0.6282, 0.6363, 0.6255, 0.6093,\n", + " 0.6269, 0.6226, 0.6362, 0.6387, 0.6603, 0.6926, 0.6305, 0.6326, 0.5934,\n", + " 0.6091, 0.5922, 0.6331, 0.6759, 0.6226, 0.6200, 0.6283, 0.6323, 0.6834,\n", + " 0.6318, 0.6485, 0.6731, 0.6307, 0.6407, 0.6428, 0.6478, 0.6101, 0.6382,\n", + " 0.6248, 0.6563, 0.6270, 0.5176, 0.6143, 0.6567, 0.6277, 0.6234, 0.6273,\n", + " 0.6230, 0.6163, 0.6253, 0.6246, 0.6219, 0.6437, 0.6163, 0.6394, 0.6223,\n", + " 0.6381, 0.6711, 0.6193, 0.6341, 0.6202, 0.6306, 0.6855, 0.6169, 0.6608,\n", + " 0.6413, 0.6073, 0.6099, 0.6886, 0.6545, 0.6303, 0.6289, 0.6170, 0.6146,\n", + " 0.6222, 0.6569, 0.6391, 0.6498, 0.6231, 0.6311, 0.6149, 0.6380, 0.6652,\n", + " 0.6179, 0.6393, 0.6344, 0.6307, 0.6375, 0.6570, 0.6364, 0.6536, 0.6366,\n", + " 0.6939, 0.6344, 0.6406, 0.6145, 0.6104, 0.6540, 0.6684, 0.6228, 0.6354,\n", + " 0.6247, 0.6329, 0.6069, 0.6222, 0.6401, 0.6184, 0.6320, 0.6253, 0.6561,\n", + " 0.6311, 0.6098, 0.6296, 0.6345, 0.6655, 0.6368, 0.6417, 0.6204, 0.6167,\n", + " 0.6496, 0.5092, 0.6322, 0.6467, 0.6442, 0.6169, 0.6217, 0.6171, 0.6479,\n", + " 0.6395, 0.6242, 0.6299, 0.6305, 0.6158, 0.6503, 0.6288, 0.6161, 0.6538,\n", + " 0.6713, 0.6220, 0.6196, 0.6965, 0.6285, 0.6369, 0.6248, 0.6180, 0.6288,\n", + " 0.6421, 0.6326, 0.6461, 0.6799, 0.6320, 0.6065, 0.6553, 0.6395, 0.6489,\n", + " 0.6506, 0.6355, 0.6255, 0.6291, 0.6445, 0.6394, 0.6475, 0.6315, 0.6116,\n", + " 0.6204, 0.6243, 0.6288, 0.6222, 0.6340, 0.6689, 0.6636, 0.6397, 0.6240,\n", + " 0.6251, 0.6379, 0.6349, 0.6577, 0.6313, 0.6256, 0.6191, 0.6826, 0.6339,\n", + " 0.6188, 0.6248, 0.6788, 0.6242, 0.6443, 0.6252, 0.6199, 0.6232, 0.6255,\n", + " 0.6361, 0.6255, 0.6459, 0.6494, 0.6014, 0.7048, 0.6307, 0.6436, 0.6340,\n", + " 0.6423, 0.6538, 0.6481, 0.6516, 0.6327, 0.5313, 0.6531, 0.6167, 0.6196,\n", + " 0.6541, 0.6369, 0.6306, 0.6473, 0.6102, 0.6082, 0.6307, 0.6290, 0.6272,\n", + " 0.6281, 0.6218, 0.6398], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-6.3461e-03, -1.9894e-02, 4.6285e-02, 1.5851e-02, -4.2569e-02,\n", + " -1.3283e-02, -9.1369e-03, -3.3534e-02, 2.5846e-02, -3.6451e-02,\n", + " -6.1155e-02, 3.0418e-02, 1.7200e-02, 1.2180e-02, -3.3043e-03,\n", + " -4.8502e-02, 5.4115e-04, -9.2394e-02, 1.0380e-02, 1.1926e-02,\n", + " -5.8754e-02, -6.8212e-03, 4.3755e-03, -4.5268e-02, 5.5810e-03,\n", + " -4.1087e-02, -4.8185e-02, -5.1641e-02, -9.1535e-02, -4.0457e-02,\n", + " -2.7150e-02, -4.6665e-02, -1.1590e-02, -7.6277e-02, -4.2056e-02,\n", + " -5.7515e-02, -2.7733e-02, -7.7364e-02, 6.9931e-03, -5.9466e-02,\n", + " 5.3589e-02, -2.0961e-02, -4.5835e-02, -6.9220e-02, -1.0842e-01,\n", + " -1.9135e-02, -1.3539e-01, -1.7333e-03, -1.0963e-01, -1.1798e-01,\n", + " -2.1245e-02, 4.4968e-02, 3.4347e-02, -2.5082e-02, -8.8453e-02,\n", + " -8.9132e-03, -2.2133e-03, -6.2073e-02, -5.2548e-04, -6.9640e-02,\n", + " 4.3890e-02, -8.3953e-02, 2.0464e-02, 5.0537e-02, -4.3895e-02,\n", + " -4.7470e-02, -9.3629e-04, -5.9144e-02, 3.3087e-02, 9.0344e-04,\n", + " 2.1959e-02, -2.3260e-02, -6.6600e-02, -5.4183e-02, -1.2760e-02,\n", + " -8.5299e-02, 4.8837e-02, -4.9116e-02, 4.0889e-02, 3.1605e-02,\n", + " 3.4653e-02, -3.4898e-02, -5.1033e-02, 1.9560e-02, -5.7742e-02,\n", + " -3.7249e-02, 2.8692e-02, -1.3316e-02, -4.7234e-02, 2.9975e-02,\n", + " 1.4817e-02, -7.7454e-02, 5.3532e-02, -1.5101e-02, -4.1975e-02,\n", + " -1.1653e-01, -4.0040e-02, -1.4511e-02, 2.9632e-02, -9.7741e-03,\n", + " -8.1774e-02, -7.5635e-02, -9.0471e-02, -2.8863e-02, -1.0929e-01,\n", + " -1.9059e-02, -2.8311e-02, 4.8349e-02, -5.1201e-02, -2.3034e-02,\n", + " -3.5799e-02, -3.8083e-02, 1.2375e-02, 2.0018e-02, -2.0495e-02,\n", + " 3.5751e-02, -2.9506e-03, 3.5649e-02, -2.2652e-03, -7.3649e-03,\n", + " 3.4992e-02, 1.1655e-01, -3.2204e-03, -3.2992e-02, 1.1133e-02,\n", + " 5.0059e-02, 1.0109e-02, -3.6496e-03, -3.4484e-02, -1.2807e-01,\n", + " -6.3418e-03, -1.3855e-03, -6.3614e-03, -3.4011e-02, 6.4414e-02,\n", + " -1.1152e-01, -4.5309e-02, -2.4458e-03, 3.8958e-02, -3.5377e-02,\n", + " -1.1892e-02, -4.7690e-03, 3.9924e-02, -2.8776e-02, -1.5479e-02,\n", + " -8.6420e-02, -3.7144e-02, 2.9788e-02, -6.6552e-02, 3.1951e-02,\n", + " 5.6070e-03, 5.7415e-02, 7.2993e-02, -7.0931e-02, 1.5957e-02,\n", + " 8.3283e-02, -1.4200e-02, -7.0544e-02, -1.1789e-01, -1.1684e-02,\n", + " 2.3768e-02, 5.1856e-02, -1.8541e-02, 5.1044e-02, -6.6014e-02,\n", + " -7.0924e-02, 3.6743e-03, -9.4640e-02, -5.0436e-02, -5.2546e-02,\n", + " -2.4143e-02, -1.7134e-02, 1.8747e-02, -5.1428e-03, -7.9001e-02,\n", + " 5.7671e-02, 9.3698e-02, -3.3379e-02, -5.0376e-02, -7.9511e-02,\n", + " 1.3052e-01, 1.4976e-02, -1.7266e-02, -3.8186e-02, -1.4686e-02,\n", + " -6.0080e-02, -6.1968e-02, 6.4466e-03, 3.3904e-02, 9.1657e-03,\n", + " -3.3732e-02, -1.1071e-01, -1.0519e-02, -6.0141e-04, 4.4024e-02,\n", + " -5.1106e-02, 1.0253e-02, 1.2218e-01, -7.0053e-03, 2.8158e-02,\n", + " -4.4821e-02, -2.7442e-02, 3.9209e-02, 5.1164e-02, -8.5783e-02,\n", + " 4.3804e-02, 4.2881e-02, -6.2721e-02, 4.4046e-02, -6.1240e-02,\n", + " -1.3413e-02, -6.9396e-02, 4.2974e-02, -8.8764e-02, -4.5121e-03,\n", + " -2.9662e-02, 5.5994e-02, -6.8597e-02, -4.9121e-02, 4.4877e-03,\n", + " 3.2838e-02, -6.2602e-02, -1.9148e-02, 5.5441e-03, -7.5632e-02,\n", + " -1.1891e-01, 3.6709e-02, -1.0153e-01, -3.3007e-02, 1.2996e-03,\n", + " -5.4093e-02, -4.5864e-02, -1.0291e-01, 1.7535e-03, 6.1727e-02,\n", + " -2.1266e-02, -8.1250e-03, -3.6417e-02, 4.2391e-02, 3.1332e-02,\n", + " -4.2671e-02, -1.9608e-03, -4.9377e-02, 1.9157e-02, -3.1282e-03,\n", + " -3.2789e-02, 4.4702e-02, -7.5857e-02, -7.6272e-02, -4.3770e-02,\n", + " -5.8095e-02, -9.6655e-02, -2.2400e-02, -2.8436e-02, 7.7737e-02,\n", + " -8.0331e-02, -4.7472e-02, 7.3887e-03, 2.6763e-02, -5.7786e-02,\n", + " -6.0987e-02, -3.2469e-02, -3.1629e-02, -1.2727e-01, -5.1392e-02,\n", + " -6.6688e-02, -1.9219e-01, -5.1794e-02, 2.4553e-03, 2.9904e-02,\n", + " 8.0934e-02, -3.0436e-02, 1.5577e-02, -7.2660e-02, -3.3336e-02,\n", + " -5.3065e-02, 1.1671e-01, 1.0026e-04, 1.9790e-03, -6.5624e-02,\n", + " -4.3014e-02, -1.0482e-02, 4.8351e-02, -8.9676e-02, 6.5467e-02,\n", + " -2.4850e-02, 1.4410e-02, -9.7899e-02, -1.1841e-01, 1.1648e-02,\n", + " 1.5642e-02, 4.3354e-02, -2.9421e-02, -5.1757e-02, -1.1092e-02,\n", + " -3.3445e-02, -2.2702e-02, 8.9328e-02, -6.5749e-02, 1.3442e-02,\n", + " 3.7518e-02, 3.1988e-02, -9.5302e-02, -4.4028e-02, -1.5638e-02,\n", + " -3.1500e-02, -1.3504e-02, 2.7924e-03, 2.2506e-01, -5.3851e-02,\n", + " -2.0857e-02, 4.1186e-03, -2.5374e-02, -2.3853e-02, 6.7087e-02,\n", + " -1.5815e-02, -3.7528e-03, 3.4893e-02, -2.6880e-02, 4.4248e-02,\n", + " -3.1470e-02, -3.4574e-02, -9.8893e-03, 6.6473e-02, -7.7952e-02,\n", + " -3.0651e-02, -4.4723e-02, 1.6922e-02, -8.1135e-02, -3.1212e-02,\n", + " -2.7336e-02, -4.2488e-02, -9.1422e-02, 6.7794e-02, -3.8465e-02,\n", + " -8.5077e-04, -4.9080e-02, -1.6648e-02, -5.0307e-02, 7.3965e-02,\n", + " -2.5469e-02, -1.5340e-02, -1.3841e-02, -5.3395e-02, 3.1235e-02,\n", + " -4.4601e-02, -3.0874e-02, 1.3887e-02, -1.5264e-02, -4.4242e-02,\n", + " -8.1788e-02, 3.6415e-02, -1.0788e-01, -6.9351e-02, -2.4133e-02,\n", + " -1.9062e-02, 3.4992e-02, -6.9762e-02, -5.6817e-02, -1.0014e-02,\n", + " -5.2109e-02, 6.1807e-02, -9.6213e-02, -3.5930e-02, -9.8491e-02,\n", + " -8.2680e-03, 4.1227e-03, -9.1548e-02, -3.5262e-02, -7.2005e-03,\n", + " -3.6008e-02, -3.1894e-02, -9.3911e-02, 1.2452e-02, 3.7334e-02,\n", + " -3.6833e-02, 1.2549e-02, 6.3336e-02, -2.8293e-02, -6.2196e-02,\n", + " -5.1179e-02, -2.1169e-02, -2.2330e-02, 1.7721e-02, -5.7899e-02,\n", + " -1.0315e-01, -8.9405e-03, -5.2078e-03, -5.5555e-02, 1.6670e-02,\n", + " 1.2780e-01, 5.6130e-02, 6.1353e-03, -5.0181e-02, 5.3761e-02,\n", + " -1.5701e-03, -2.8827e-02, 5.8172e-02, 2.3896e-02, -7.4967e-02,\n", + " -5.9917e-02, -1.2450e-02, 2.4290e-02, 1.0785e-01, -1.6169e-02,\n", + " -6.5232e-02, 2.7714e-02, -6.4520e-02, 8.3731e-02, -4.5130e-02,\n", + " -1.9344e-03, -4.9180e-02, -2.6595e-02, -2.3764e-02, -5.1821e-02,\n", + " -5.2828e-02, 5.9051e-03, -3.1387e-02, 1.5917e-02, -6.3710e-03,\n", + " -9.6739e-03, -1.7171e-01, -1.5133e-02, -3.4919e-02, -6.6834e-02,\n", + " -2.9504e-02, 7.5407e-03, -5.1922e-03, -7.4846e-02, -1.5151e-02,\n", + " -7.9631e-02, -2.6341e-02, -1.5012e-01, 2.2460e-02, 1.0107e-02,\n", + " -2.5778e-02, -2.6850e-05, -2.0127e-02, -3.9769e-02, -1.5528e-02,\n", + " -2.5348e-02, -6.8829e-02, 3.4717e-02, -2.0053e-03, -5.0096e-02,\n", + " 5.8816e-02, 4.7402e-02, -1.0247e-01, -2.6462e-02, -4.4910e-02,\n", + " -2.1627e-02, -4.0818e-02, -1.4128e-02, -9.3792e-04, -6.7596e-02,\n", + " -6.2011e-02, -4.6467e-02, -6.8064e-03, 7.3054e-02, -4.7341e-02,\n", + " -1.4687e-02, -3.7106e-02, -1.4129e-01, -9.2913e-02, -1.1632e-02,\n", + " -5.4049e-02, -5.8600e-02, 5.4550e-02, -3.9708e-02, -9.0867e-02,\n", + " -5.5624e-02, -2.0226e-02, -1.3310e-02, 4.2342e-02, -2.7498e-02,\n", + " -1.5261e-02, -5.2250e-02, -7.4362e-02, 5.7417e-02, -6.4251e-02,\n", + " -5.5464e-02, 5.9414e-03, 1.3054e-02, 3.2055e-02, 9.2786e-03,\n", + " 9.6044e-04, 9.5211e-02, 3.8422e-02, -1.6226e-03, -2.5338e-02,\n", + " -6.2656e-03, -8.6946e-03, -4.5840e-02, -5.9405e-02, -2.9124e-02,\n", + " 1.0008e-02, -4.2456e-02, 6.5832e-02, 4.8613e-02, -4.0501e-02,\n", + " -4.6531e-02, -1.5976e-02, -4.6823e-02, -1.7073e-02, -1.7184e-04,\n", + " 9.7579e-02, 1.2385e-02, -1.8580e-02, -2.3771e-02, 5.3708e-03,\n", + " -6.2866e-02, -6.6282e-02, 3.2546e-02, -5.4184e-02, 9.1790e-02,\n", + " -1.0412e-01, -9.0681e-02, 5.6900e-03, -3.8840e-02, -7.4245e-02,\n", + " -4.6258e-02, -1.0141e-02, 2.7948e-03, -9.8402e-02, -5.7454e-02,\n", + " 8.9371e-03, -4.7653e-02, -3.5983e-05, 3.6370e-02, -6.8060e-03,\n", + " -1.2731e-01, -2.8675e-02, 2.9252e-02, 7.4892e-02, -1.2447e-02,\n", + " -2.8557e-02, 1.0087e-01, 1.0119e-02, 3.5378e-02, 4.1354e-02,\n", + " -3.4999e-02, 6.8073e-02, -8.3200e-02, 1.2770e-03, -5.2315e-02,\n", + " -7.4785e-03, -6.4946e-02, 1.3443e-02, -3.5037e-02, 2.9521e-03,\n", + " -3.4377e-02, -6.3584e-02, -5.1472e-02, 2.8725e-02, -7.8538e-03,\n", + " -1.0991e-03, 1.7426e-02, -6.5711e-02, -1.6871e-02, 2.3383e-02,\n", + " 2.2133e-02, -4.0960e-02, 1.2284e-02, -8.1919e-02, -2.2731e-02,\n", + " -4.7884e-02, -4.9796e-02, -4.8432e-02, -3.7191e-02, 8.0479e-03,\n", + " -4.7701e-02, 1.8650e-02, -1.0814e-01, 7.4144e-02, -3.5186e-02,\n", + " -1.3576e-01, -6.6604e-02, 3.8105e-02, 1.3714e-02, 7.7252e-03,\n", + " 5.0489e-02, 4.1594e-02, 5.2363e-02, -5.8934e-02, -2.5082e-02,\n", + " 1.9394e-02, -6.3943e-03, -3.7295e-03, 3.8858e-02, 1.0877e-02,\n", + " -7.3624e-02, -4.5368e-02, -4.7722e-02, -1.0537e-02, 1.5779e-02,\n", + " -9.4885e-02, 1.1391e-02, 4.5534e-02, -2.0946e-02, 2.2194e-02,\n", + " -2.3659e-02, -2.0593e-02, -9.2396e-02, -5.1322e-02, 3.7030e-02,\n", + " -2.6163e-02, -5.7035e-03, -1.9519e-02, -7.4590e-03, 5.5139e-02,\n", + " -5.2928e-02, -9.3105e-02, -9.0368e-02, -5.1391e-02, 4.1980e-03,\n", + " -1.1540e-01, -2.4661e-02, -1.2784e-02, 3.7718e-02, 9.8530e-03,\n", + " -5.9503e-02, -1.6615e-02, -1.0033e-01, -1.2805e-01, 3.3951e-02,\n", + " -6.6903e-02, -1.0696e-01, -2.2511e-02, 1.0136e-02, -8.9295e-02,\n", + " -5.8106e-02, -1.8917e-02, 3.0799e-02, -8.4209e-02, -4.7490e-02,\n", + " 3.4659e-02, -2.3828e-02, 1.0109e-02, -2.2014e-02, 1.3713e-01,\n", + " -8.5138e-02, 4.2718e-03, 3.1069e-03, 2.6038e-02, -1.7890e-02,\n", + " -3.1987e-02, -7.9456e-02, -2.1475e-02, -9.4370e-02, 8.7895e-03,\n", + " -2.8219e-02, -4.0465e-02, -1.3446e-02, -5.4235e-02, 3.6914e-02,\n", + " -5.9405e-02, -4.1999e-02, 7.6936e-03, -2.3912e-02, 2.7201e-02,\n", + " -8.1045e-02, -6.2674e-02, 6.0316e-03, -8.3956e-03, -9.7366e-02,\n", + " -2.8905e-02, -6.4466e-02, -4.1084e-02, -1.5809e-02, -3.3628e-02,\n", + " -7.5521e-04, 1.1060e-02, -3.0861e-02, -2.7453e-02, -2.2560e-02,\n", + " -4.0385e-02, 1.1128e-02, 3.2616e-02, 1.9923e-02, -5.2315e-02,\n", + " -6.3481e-02, 2.8915e-02, -4.1004e-02, 2.9585e-02, 7.3443e-02,\n", + " -3.7008e-02, -1.3618e-02, 7.0967e-02, 6.3854e-02, -3.6539e-02,\n", + " 5.6841e-03, -2.3552e-02, -2.3075e-02, -1.0181e-01, -3.1658e-02,\n", + " 7.5154e-02, -6.8950e-02, 1.7453e-02, -4.2651e-02, -8.9301e-02,\n", + " -1.1395e-01, -5.5166e-02, -6.5374e-02, -1.0342e-01, -1.0614e-01,\n", + " -2.7443e-03, -2.7233e-02, -7.5034e-03, 1.6079e-02, -3.1732e-02,\n", + " 2.1911e-02, -3.8058e-02, 1.2087e-02, 1.9566e-02, -2.1590e-02,\n", + " -1.8401e-02, -5.6781e-02, 6.9947e-02, 3.7185e-02, -6.0096e-03,\n", + " -5.5889e-02, -7.1291e-04, -2.1571e-02, -1.1587e-01, -1.2091e-02,\n", + " 1.6871e-02, 2.5919e-02, -1.1262e-01, -9.1336e-02, -4.0920e-02,\n", + " -8.1354e-03, 6.3578e-02, -1.0269e-02, 6.2887e-02, -7.6906e-02,\n", + " -2.2190e-02, -3.0619e-04, -1.7264e-02, 1.4001e-02, -6.2175e-02,\n", + " -3.0614e-02, -7.7598e-03, 7.8681e-02, -1.1139e-01, -9.4248e-02,\n", + " -5.5925e-02, 1.9979e-02, -4.3891e-02, -5.6174e-02, -7.6827e-02,\n", + " 5.8949e-02, 2.0870e-02, -6.9111e-02, -7.9080e-02, -2.0177e-03,\n", + " -2.2291e-02, -1.0346e-01, 2.1730e-02, 7.4742e-02, -3.9678e-02,\n", + " -7.2509e-02, -1.7938e-02, 8.0589e-03, -4.5611e-02, -8.8949e-03,\n", + " 1.6488e-02, 3.7573e-02, -1.7079e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([-3.5976e-02, -3.8954e-03, 5.1814e-02, 2.2247e-02, -4.9372e-03,\n", + " -1.1203e-03, 2.6339e-02, 9.0639e-03, 3.8723e-02, -9.6557e-02,\n", + " 2.3311e-02, -2.0086e-02, 6.5490e-02, -5.1680e-02, 6.6156e-02,\n", + " -1.4721e-02, -4.5325e-03, -8.4059e-04, 1.3027e-02, -2.9770e-02,\n", + " 4.3693e-02, -1.4292e-02, 4.5489e-02, 4.5346e-03, 7.6859e-03,\n", + " -4.0926e-02, -1.1412e-02, 6.6037e-02, 6.7376e-02, 4.2859e-02,\n", + " -2.6975e-02, 3.5281e-05, -8.1483e-02, -3.7569e-03, 4.0570e-02,\n", + " -5.7694e-02, -8.3285e-03, -2.6218e-02, -4.7924e-03, -8.2249e-03,\n", + " -6.4672e-02, 1.9579e-03, 7.2015e-02, -2.2552e-02, 3.4110e-03,\n", + " -1.4251e-02, -8.3488e-03, 3.8957e-03, -5.5111e-02, -4.8916e-02,\n", + " -4.0505e-02, -3.5423e-02, 6.1806e-03, 9.7887e-04, 2.5234e-03,\n", + " 3.8691e-03, -7.2486e-03, -2.1082e-03, 1.9743e-03, -1.5894e-02,\n", + " -1.4470e-02, 3.2000e-03, 2.3056e-02, -4.6876e-02, -3.6722e-02,\n", + " -7.3898e-02, -4.4587e-03, 5.0023e-03, 6.9043e-03, 3.3589e-03,\n", + " 2.2775e-02, -3.1106e-03, 2.4767e-02, -4.8293e-02, -5.0632e-02,\n", + " 3.7559e-03, -8.8531e-03, 1.7421e-02, -5.2642e-03, -7.4719e-02,\n", + " -3.0047e-02, -5.3653e-02, 8.8173e-03, 6.1905e-02, -6.8883e-02,\n", + " -2.1225e-02, -8.6340e-03, -1.7548e-03, -8.5851e-02, 5.9378e-03,\n", + " 1.1967e-02, 2.0897e-03, -4.2413e-02, 8.7467e-03, 4.5203e-02,\n", + " -7.6098e-03, 1.8549e-04, 2.8614e-02, 2.0781e-03, -4.9508e-03,\n", + " -8.8196e-03, -3.4198e-03, 7.3986e-03, -1.7159e-03, 3.8593e-03,\n", + " -9.6255e-03, -1.3085e-02, -1.6207e-02, -4.1687e-02, 9.7658e-03,\n", + " 8.9834e-03, -5.8610e-03, -1.4935e-03, -5.3537e-02, 5.5583e-03,\n", + " -1.0870e-04, -8.4393e-02, -2.0534e-02, -8.6620e-02, 3.6078e-02,\n", + " 5.2120e-03, -1.4668e-02, 6.6004e-02, 3.5172e-02, 4.0267e-03,\n", + " -3.8512e-03, 4.1188e-02, -9.5374e-03, 8.4221e-03, 4.1511e-03,\n", + " 3.0034e-02, -6.3468e-04, -7.1196e-02, -7.6416e-02, 1.1497e-02,\n", + " 6.4726e-02, 2.7181e-03, 6.8666e-02, -4.0454e-03, 5.6817e-02,\n", + " 4.0652e-02, 1.6854e-02, -3.1005e-02, -1.3064e-02, 2.8483e-03,\n", + " 1.6498e-02, -3.0347e-02, 8.9853e-03, -7.7755e-03, -1.8113e-02,\n", + " -2.2885e-03, -5.0442e-03, 4.7131e-02, -6.0013e-02, -8.7461e-03,\n", + " 5.9925e-02, 2.1879e-02, 6.8031e-02, 6.3506e-02, -4.2697e-03,\n", + " -1.4504e-02, 4.1974e-02, 9.1194e-03, 3.0824e-03, 2.6392e-02,\n", + " 1.1135e-04, -6.1943e-02, 5.2578e-03, -3.5484e-02, 1.7566e-02,\n", + " 3.5716e-03, -4.5841e-03, 4.8374e-02, -7.5280e-02, -4.6712e-03,\n", + " 1.6970e-02, 8.2794e-02, 4.9445e-02, 4.4020e-03, -2.7126e-02,\n", + " -1.0707e-02, -2.4882e-02, -6.9837e-02, 7.4775e-02, 6.0947e-03,\n", + " 1.8029e-03, 6.6490e-03, -1.5068e-02, -4.7108e-02, -4.8279e-02,\n", + " 2.2051e-02, 1.0339e-02, -4.7205e-02, -4.5817e-03, -9.0287e-03,\n", + " -2.7196e-03, 3.0730e-03, 3.3383e-02, 5.3510e-03, -1.1000e-02,\n", + " -4.3553e-03, 6.9025e-02, 2.8795e-02, 3.3619e-02, -1.4701e-02,\n", + " 1.4060e-02, -4.8320e-02, -3.1883e-02, -1.4480e-03, 6.0081e-03,\n", + " 2.3593e-03, 8.4787e-02, 1.2406e-02, 2.5789e-03, -5.0564e-02,\n", + " -8.2032e-02, -9.4141e-04, -5.5241e-02, -7.6775e-03, -2.4861e-02,\n", + " 9.4571e-03, 5.8841e-03, -4.7154e-02, 3.5717e-03, -4.3507e-02,\n", + " -4.6676e-02, -1.2599e-03, -8.0774e-03, 2.4329e-03, -7.5354e-03,\n", + " 1.5403e-02, -3.6249e-02, -2.7785e-02, 2.7119e-02, 6.7980e-02,\n", + " 3.1430e-02, -5.2584e-02, 3.7485e-02, -4.8816e-03, 3.0093e-02,\n", + " -1.1456e-02, 5.6422e-02, -1.2345e-02, 6.0983e-03, -6.2267e-02,\n", + " 4.3605e-02, -3.8197e-02, 5.2499e-02, 1.6630e-04, -7.5969e-02,\n", + " -6.4865e-02, 1.3884e-02, -1.3189e-03, 6.7656e-02, -9.5227e-03,\n", + " 3.3197e-02, -2.3533e-02, -7.0145e-02, -1.0432e-02, 2.8274e-02,\n", + " -8.1062e-02, -3.1947e-02, -2.7126e-03, -1.3334e-02, -2.8135e-03,\n", + " -1.0706e-02, -6.9299e-02, 3.4644e-02, -2.9170e-03, 4.5919e-02,\n", + " -8.9445e-03, -2.6880e-02, 1.2639e-02, -6.7561e-02, -7.4783e-04,\n", + " 6.1452e-03, 5.0698e-02, -8.5238e-03, -5.8640e-02, 1.7157e-03,\n", + " 2.5632e-02, 1.0620e-02, 5.4907e-02, 3.9250e-02, 1.3627e-02,\n", + " 7.0662e-02, 5.1439e-02, 3.4894e-02, 1.0701e-02, -1.6566e-02,\n", + " 1.0428e-01, 3.2651e-02, -1.1483e-02, -6.2328e-02, -1.2810e-02,\n", + " 3.5336e-02, -1.5002e-02, -1.1252e-02, 1.3703e-04, -5.9601e-02,\n", + " -4.1940e-02, 6.4488e-02, 3.5795e-02, -1.1073e-02, 4.2960e-02,\n", + " 6.6363e-02, -2.1350e-02, -2.8048e-02, -7.8367e-03, 5.9328e-02,\n", + " -1.1968e-02, 1.9762e-02, 1.6436e-03, -1.9586e-04, 4.5457e-02,\n", + " -3.3673e-02, 2.8175e-02, 3.0951e-02, -8.4503e-03, 4.3550e-03,\n", + " -1.8311e-02, -6.0869e-02, 7.6723e-03, -8.1489e-03, -2.4181e-02,\n", + " -6.5763e-02, -3.1222e-03, -2.7059e-02, 5.2479e-03, 2.2024e-03,\n", + " 2.2695e-03, -3.7777e-02, 2.9974e-05, -5.2179e-02, 8.6420e-03,\n", + " 1.5367e-02, -2.6896e-02, -2.3252e-02, 1.3346e-02, -2.8418e-02,\n", + " 5.2154e-02, -6.8118e-02, 6.3350e-02, -2.9627e-03, -3.7981e-02,\n", + " 2.4390e-02, -2.4529e-03, -5.2262e-02, 4.4196e-03, 4.0819e-03,\n", + " -5.2573e-04, 1.5752e-02, -4.7064e-03, -7.4060e-02, -1.7793e-02,\n", + " -1.8469e-02, 4.7606e-03, -4.6088e-03, 7.6716e-02, -1.5433e-04,\n", + " 3.2812e-02, 9.1863e-03, 7.8530e-02, -7.5982e-02, -3.3673e-02,\n", + " -4.5526e-02, -7.1196e-02, 6.6536e-02, 6.6131e-02, 3.4918e-03,\n", + " -4.2715e-02, -7.3834e-04, 5.9887e-02, -9.4803e-03, -5.1243e-02,\n", + " 4.2864e-03, 2.6319e-02, -9.7941e-03, 5.9664e-02, -2.4174e-02,\n", + " -1.1204e-02, -7.2384e-03, 4.9288e-03, 1.6533e-02, -2.4369e-02,\n", + " 6.4933e-03, -1.3649e-02, -2.4182e-03, -6.2799e-03, -1.7210e-02,\n", + " -7.2431e-02, -7.8740e-03, 1.2792e-02, 2.0920e-02, -1.2329e-02,\n", + " 3.8972e-02, -7.1581e-03, -1.2284e-02, 1.9917e-03, 7.4051e-03,\n", + " -1.4321e-02, -3.5394e-02, -2.4015e-02, -3.2418e-02, -7.5521e-02,\n", + " 3.2948e-02, 1.5901e-03, -2.8555e-03, 2.7893e-03, -3.4312e-03,\n", + " 2.5345e-03, -1.6758e-02, -4.9462e-02, 3.2866e-03, 1.2931e-02,\n", + " -5.2172e-02, 7.3928e-02, -4.0985e-03, 9.5864e-03, 3.0872e-02,\n", + " 5.2427e-02, -1.4434e-02, -2.9415e-03, -4.2015e-03, -6.0903e-02,\n", + " 5.1717e-03, -6.3032e-02, 6.9126e-02, -3.7929e-02, 7.9866e-03,\n", + " 6.0435e-03, -8.5405e-03, 1.0294e-02, -9.4331e-03, 2.0938e-02,\n", + " -8.2480e-03, 3.0896e-02, 1.7897e-02, -2.8527e-02, -1.5033e-02,\n", + " 3.5082e-03, 5.9243e-02, -3.4988e-03, -1.2596e-03, -6.2648e-02,\n", + " -5.5414e-02, -1.9697e-02, -4.5624e-02, -7.3769e-02, 3.9488e-02,\n", + " 2.1077e-02, 7.9621e-03, 8.1903e-03, -6.0914e-03, -1.0476e-02,\n", + " -2.5105e-02, -4.3828e-03, -6.4321e-02, 4.9943e-02, -1.9390e-02,\n", + " 1.1147e-02, -4.4764e-03, 6.2568e-03, -6.4056e-02, 7.2374e-02,\n", + " 1.0556e-02, 1.0156e-03, 7.9476e-03, -2.9068e-02, 1.5874e-02,\n", + " -2.6810e-02, 2.9566e-02, -5.4999e-03, 1.3515e-02, -1.0681e-02,\n", + " -5.0631e-02, 4.0818e-02, 2.0823e-02, 3.9909e-03, 7.8542e-03,\n", + " -4.6300e-02, 2.4748e-03, 6.9978e-02, 4.5245e-02, -1.6835e-02,\n", + " -1.0396e-02, 1.5637e-02, -5.6454e-03, -7.2900e-02, 5.3020e-02,\n", + " 1.3894e-02, -1.8712e-05, -3.6843e-04, 5.5773e-03, 4.1098e-02,\n", + " -8.0191e-04, -2.4093e-03, -2.5919e-02, 1.2519e-03, -2.3039e-03,\n", + " -8.6203e-03, 1.2129e-02, 1.0854e-04, -1.5088e-03, -7.4610e-02,\n", + " 2.2519e-02, -3.8466e-02, 1.0974e-02, 6.0302e-02, -5.1620e-02,\n", + " 1.3340e-02, -8.0559e-03, 4.1242e-04, 1.9552e-02, -7.9269e-03,\n", + " -8.1603e-03, 1.7111e-03, 6.7728e-03, 6.4310e-02, -1.3457e-02,\n", + " -7.4335e-02, -3.4480e-02, -7.3911e-04, -6.2072e-02, -2.2311e-02,\n", + " -1.7109e-03, 5.9918e-03, -1.9664e-03, -7.1251e-03, 2.2825e-02,\n", + " -4.8720e-03, -6.5003e-02, -2.1775e-03, -1.8444e-03, 7.3265e-02,\n", + " 5.2221e-04, -1.2954e-02, -5.3259e-02, -3.7084e-02, -3.8334e-03,\n", + " 4.3280e-02, -6.0462e-02, 7.0455e-02, -6.5359e-02, 1.0842e-03,\n", + " 1.0533e-02, 6.1542e-03, -3.7020e-02, 1.8747e-04, -2.1195e-02,\n", + " -4.4640e-04, 1.5528e-03, 1.6410e-02, -6.1031e-02, -2.0254e-03,\n", + " -6.1408e-03, 5.8679e-03, -2.9146e-03, -1.9892e-03, 4.3533e-02,\n", + " 1.5581e-03, -1.3258e-02, -3.4477e-03, -3.1063e-03, 1.6558e-03,\n", + " 1.2330e-02, -1.3658e-02, 1.4830e-05, 2.3483e-03, -2.5652e-03,\n", + " -4.6861e-02, -3.8526e-03, 1.4891e-04, 3.5026e-03, 2.9304e-02,\n", + " -1.2515e-02, -1.6651e-02, -6.5505e-02, -7.0729e-03, 5.6096e-02,\n", + " 1.6492e-02, -1.0102e-02, -5.1001e-02, 4.6134e-02, 5.9714e-02,\n", + " 2.7749e-02, -3.9069e-03, 2.8098e-02, -4.3307e-02, 2.9125e-03,\n", + " -1.1555e-03, -5.4332e-04, 1.7716e-02, 3.9426e-02, -1.1650e-02,\n", + " 5.4143e-03, 7.6668e-04, -1.4501e-02, -3.2781e-02, -1.7109e-04,\n", + " -4.5489e-03, 1.3235e-02, -3.1242e-02, -6.5027e-02, 4.4712e-03,\n", + " -8.8002e-03, -4.7278e-02, 1.5585e-02, -1.2312e-03, -7.9780e-03,\n", + " 3.0320e-02, 5.8618e-02, 2.9539e-02, -1.0512e-02, 1.3233e-02,\n", + " -9.1499e-03, -1.4123e-02, 4.5389e-03, -4.5021e-02, 8.7648e-02,\n", + " 1.5873e-02, 3.4661e-02, 2.9271e-03, 8.5943e-04, 6.3336e-02,\n", + " 3.6434e-03, 2.7110e-02, 3.9728e-03, 1.6938e-02, 7.7805e-03,\n", + " -5.5892e-02, 1.3069e-02, -6.5158e-02, -1.4633e-03, -5.5059e-02,\n", + " 7.2858e-03, 5.3833e-03, 6.2287e-02, -2.0552e-03, 5.5169e-02,\n", + " 4.2386e-02, -6.4451e-03, 1.9792e-02, 5.1887e-02, 1.0740e-03,\n", + " -6.3414e-02, -7.8450e-02, -8.0298e-02, 6.7308e-03, -4.0420e-03,\n", + " -7.0452e-04, 1.4065e-02, 6.0994e-03, 4.5103e-03, 1.0812e-02,\n", + " -2.0521e-02, 6.0328e-02, 5.4586e-03, -6.6997e-02, 7.8335e-02,\n", + " -1.5540e-02, 5.5494e-03, 1.2440e-02, -7.8808e-02, -4.0115e-02,\n", + " 3.3492e-04, 1.2926e-03, 2.9311e-02, 1.7346e-02, 5.1262e-02,\n", + " -1.8666e-03, -8.3860e-03, -1.1787e-02, 2.8252e-02, -1.7593e-02,\n", + " -8.7817e-02, 5.2170e-03, 4.4334e-02, -3.3100e-02, 7.3799e-02,\n", + " -4.1801e-02, -4.6398e-03, 5.7726e-02, 2.2281e-02, 3.2628e-02,\n", + " 3.7614e-02, 2.2902e-02, -5.2283e-04, 2.9742e-02, 5.6447e-02,\n", + " 4.1772e-02, 7.6728e-02, 4.9035e-02, 2.5668e-02, 2.9138e-02,\n", + " 4.4800e-03, 1.5523e-02, -6.5518e-02, -1.5646e-03, 7.2878e-03,\n", + " 3.4111e-02, -9.0368e-04, -3.1689e-04, -3.5873e-02, 2.4688e-02,\n", + " -5.3862e-04, 1.4132e-02, -1.1777e-02, 7.0576e-03, -1.1229e-02,\n", + " -1.0256e-02, -3.0035e-02, -3.0638e-03, 1.3067e-02, 1.0861e-02,\n", + " 5.8566e-02, -7.6218e-03, -5.1887e-03, -4.6288e-03, 5.5355e-03,\n", + " 7.2679e-02, -5.8685e-02, 1.8479e-02, -5.3238e-03, 6.6855e-02,\n", + " -1.4153e-02, -1.0367e-02, 1.9953e-02, -4.0999e-02, -2.1670e-03,\n", + " -4.4959e-03, -3.5326e-02, 3.8980e-02, -1.1234e-02, -3.1199e-03,\n", + " -1.5884e-02, 2.0611e-02, 2.4461e-03, -2.1509e-03, 5.7122e-02,\n", + " 5.6231e-02, -6.3469e-03, 3.8378e-03, 7.6445e-03, -3.4256e-03,\n", + " -1.8695e-02, -4.3274e-04, 2.8806e-02, -4.9924e-02, 3.1271e-02,\n", + " -4.2970e-02, 2.0461e-02, -5.6234e-02, 2.5810e-05, -1.4020e-03,\n", + " -1.7969e-02, -1.1418e-02, 8.4572e-03, 5.4102e-03, 2.1549e-02,\n", + " -3.1038e-02, 4.6863e-02, -1.0834e-02, 5.6062e-02, 1.6208e-02,\n", + " 1.5080e-02, -1.9071e-02, 5.0027e-02], requires_grad=True),\n", + " Parameter containing:\n", + " tensor([0., 0.], requires_grad=True)],\n", + " 'weight_decay': 0.0,\n", + " 'lr': 0.001,\n", + " 'betas': (0.9, 0.999),\n", + " 'eps': 1e-08,\n", + " 'bias_correction': True,\n", + " 'amsgrad': False,\n", + " 'maximize': False,\n", + " 'foreach': None,\n", + " 'capturable': False,\n", + " 'differentiable': False,\n", + " 'fused': None}]" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zero_opt.optim.param_groups" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "cc8dfa0f", + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "__init__() got an unexpected keyword argument 'optim'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/tmp/ipykernel_2151258/2360451030.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mzero_opti\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mLowLevelZeroOptimizer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moptim\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moptimizer2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: __init__() got an unexpected keyword argument 'optim'" + ] + } + ], + "source": [ + "zero_opti = LowLevelZeroOptimizer(optim=optimizer2)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "e79725f3", + "metadata": {}, + "outputs": [], + "source": [ + "param_group = [{'params': [], 'weight_decay': 0.01, 'lr': 0.0, 'betas': (0.9, 0.999), 'eps': 1e-08, 'amsgrad': False, 'maximize': False, 'foreach': None, 'capturable': False, 'differentiable': False, 'fused': None, 'initial_lr': 0.000192}, {'params': [], 'weight_decay': 0.0, 'lr': 0.0, 'betas': (0.9, 0.999), 'eps': 1e-08, 'amsgrad': False, 'maximize': False, 'foreach': None, 'capturable': False, 'differentiable': False, 'fused': None, 'initial_lr': 0.000192}]" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "b5864a36", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'params': [],\n", + " 'weight_decay': 0.01,\n", + " 'lr': 0.0,\n", + " 'betas': (0.9, 0.999),\n", + " 'eps': 1e-08,\n", + " 'amsgrad': False,\n", + " 'maximize': False,\n", + " 'foreach': None,\n", + " 'capturable': False,\n", + " 'differentiable': False,\n", + " 'fused': None,\n", + " 'initial_lr': 0.000192},\n", + " {'params': [],\n", + " 'weight_decay': 0.0,\n", + " 'lr': 0.0,\n", + " 'betas': (0.9, 0.999),\n", + " 'eps': 1e-08,\n", + " 'amsgrad': False,\n", + " 'maximize': False,\n", + " 'foreach': None,\n", + " 'capturable': False,\n", + " 'differentiable': False,\n", + " 'fused': None,\n", + " 'initial_lr': 0.000192}]" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ba978920", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/language/bert/finetune.py b/examples/language/bert/finetune.py index 8ef06c669511..5ba52641abec 100644 --- a/examples/language/bert/finetune.py +++ b/examples/language/bert/finetune.py @@ -1,15 +1,14 @@ import argparse -from typing import List, Union -import copy from contextlib import nullcontext +from typing import Callable, List, Union import evaluate import torch import torch.distributed as dist import torch.nn as nn -from torch.nn import BCEWithLogitsLoss, CrossEntropyLoss, MSELoss from data import GLUEDataBuilder -from torch.optim import Optimizer +from torch.optim import Adam, Optimizer +from torch.optim.lr_scheduler import _LRScheduler as LRScheduler from torch.utils.data import DataLoader from tqdm import tqdm from transformers import ( @@ -21,30 +20,41 @@ import colossalai from colossalai.booster import Booster -from colossalai.booster.plugin import GeminiPlugin, LowLevelZeroPlugin, TorchDDPPlugin, HybridParallelPlugin +from colossalai.booster.plugin import GeminiPlugin, HybridParallelPlugin, LowLevelZeroPlugin, TorchDDPPlugin from colossalai.cluster import DistCoordinator +from colossalai.lazy import LazyInitContext from colossalai.nn.optimizer import HybridAdam -from torch.optim import Adam from colossalai.utils import get_current_device -from colossalai.lazy import LazyInitContext # ============================== # Prepare Hyperparameters # ============================== -NUM_EPOCHS = 1 +NUM_EPOCHS = 3 BATCH_SIZE = 32 LEARNING_RATE = 2.4e-5 WEIGHT_DECAY = 0.01 WARMUP_FRACTION = 0.1 +output_transform_fn = lambda x: x +criterion = lambda x: x.loss + def move_to_cuda(batch): return {k: v.cuda() for k, v in batch.items()} @torch.no_grad() -def evaluate_model(model: nn.Module, test_dataloader: Union[DataLoader, List[DataLoader]], num_labels: int, task_name: str, - eval_splits: List[str], coordinator: DistCoordinator): +def evaluate_model( + model: nn.Module, + optimizer, + criterion, + test_dataloader: Union[DataLoader, List[DataLoader]], + num_labels: int, + task_name: str, + eval_splits: List[str], + booster: Booster, + coordinator: DistCoordinator, +): metric = evaluate.load("glue", task_name, process_id=coordinator.rank, num_process=coordinator.world_size) model.eval() @@ -52,23 +62,91 @@ def evaluate_subset(dataloader: DataLoader): accum_loss = torch.zeros(1, device=get_current_device()) for batch in dataloader: batch = move_to_cuda(batch) - outputs = model(**batch) - val_loss, logits = outputs[:2] - accum_loss.add_(val_loss) + labels = batch["labels"] + batch_size = batch["input_ids"].shape[0] + if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None and booster.plugin.pp_size>1: + pg_mesh = booster.plugin.pg_mesh + pp_group = booster.plugin.pp_group + current_pp_group_ranks = pg_mesh.get_ranks_in_group(pp_group) + current_rank = dist.get_rank() + + batch = iter([batch]) + + outputs = booster.execute_pipeline(batch, + model, + criterion, + optimizer, + return_loss=True, + return_outputs=True) + + if booster.plugin.stage_manager.is_last_stage(): + val_loss = outputs["loss"] + + #TODO get merged output + #logits = outputs["outputs"].logits + #print("===outputs===") + #print(outputs) + #print("===outputs[0]===") + #print(outputs["outputs"][0]) + #logits = outputs["outputs"][0].logits + logits = outputs["outputs"][0] + #logits = logits.repeat((2, 1)) + #### + + accum_loss.add_(val_loss) + ''' + print("===val_loss===") + print(val_loss) + print("===num_labels===") + print(num_labels) + ''' + + if num_labels > 1: + preds = torch.argmax(logits, axis=1) + elif num_labels == 1: + preds = logits.squeeze() + + ''' + print("===preds===") + print(preds) + print("===labels===") + print(labels) + ''' + - if num_labels > 1: - preds = torch.argmax(logits, axis=1) - elif num_labels == 1: - preds = logits.squeeze() + dist.broadcast(preds, src=current_rank, group=pp_group) + dist.broadcast(val_loss, src=current_rank, group=pp_group) - labels = batch["labels"] + metric.add_batch(predictions=preds, references=labels) + elif current_rank in current_pp_group_ranks: + val_loss = torch.empty((1,), device=get_current_device()) + preds = torch.empty((batch_size,), dtype=torch.int64, device=get_current_device()) - metric.add_batch(predictions=preds, references=labels) + dist.broadcast(preds, src=current_pp_group_ranks[-1], group=pp_group) + dist.broadcast(val_loss, src=current_pp_group_ranks[-1], group=pp_group) + + accum_loss.add_(val_loss) + metric.add_batch(predictions=preds, references=labels) + + else: + batch = move_to_cuda(batch) + outputs = model(**batch) + val_loss, logits = outputs[:2] + accum_loss.add_(val_loss) + + if num_labels > 1: + preds = torch.argmax(logits, axis=1) + elif num_labels == 1: + preds = logits.squeeze() + + metric.add_batch(predictions=preds, references=labels) results = metric.compute() dist.all_reduce(accum_loss.div_(len(dataloader))) - if coordinator.is_master(): + + if coordinator.is_master() and results is not None: results['loss'] = accum_loss.item() / coordinator.world_size + return results if isinstance(test_dataloader, DataLoader): @@ -82,63 +160,46 @@ def evaluate_subset(dataloader: DataLoader): return final_results -def train_epoch(epoch: int, org_model: nn.Module, sharded_model: nn.Module, optimizer: Optimizer, lr_scheduler, train_dataloader: DataLoader, - booster: Booster, coordinator: DistCoordinator): - sharded_model.train() - with tqdm(train_dataloader, desc=f'Epoch [{epoch + 1}/{NUM_EPOCHS}]', disable=not coordinator.is_master()) as pbar: +def train_epoch(epoch: int, model: nn.Module, optimizer: Optimizer, _criterion: Callable, lr_scheduler: LRScheduler, + train_dataloader: DataLoader, booster: Booster, coordinator: DistCoordinator): + + model.train() + ''' + if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None: + last_stage = booster.plugin.stage_manager.is_last_stage() + ''' + with tqdm(train_dataloader, + desc=f'Epoch [{epoch + 1}/{NUM_EPOCHS}]', + disable=not (coordinator.is_master() or + (hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None and booster.plugin.stage_manager.is_last_stage()) + ) + )as pbar: for batch in pbar: # Forward pass batch = move_to_cuda(batch) - - # different forward and backward logic when pipeline parallel is enabled - if booster.plugin.pp_size > 1: - - output_transform_fn = lambda x: x - criterion = lambda x: x.loss - - def _criterion(outputs, inputs): - outputs = output_transform_fn(outputs) - loss = criterion(outputs) - return loss - data=batch - for k, v in data.items(): - if torch.is_tensor(v) or 'Tensor' in v.__class__.__name__: - new_shape = [1] * v.dim() - new_shape[0] = 4 - data[k] = v.to('cuda').repeat(*new_shape) - - data_iter = iter([data]) - outputs = booster.execute_pipeline(data_iter, - sharded_model, - _criterion, - optimizer, - return_loss=True, - return_outputs=True) - loss = outputs['loss'] - - # Backward and optimize - org_model.train() - data = {k: v.cuda() for k, v in data.items()} - org_output = org_model(**data) - - org_loss = criterion(org_output) - org_loss.backward() - - else: - outputs = org_model(**batch) - loss = outputs[0] - + if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None and booster.plugin.pp_size>1: + batch = iter([batch]) + outputs = booster.execute_pipeline(batch, + model, + _criterion, + optimizer, + return_loss=True, + return_outputs=True) # Backward and optimize + if booster.plugin.stage_manager.is_last_stage(): + loss = outputs['loss'] + pbar.set_postfix({'loss': loss.item()}) + else: + outputs = model(**batch) + loss = _criterion(outputs, None) + # Backward booster.backward(loss, optimizer) + pbar.set_postfix({'loss': loss.item()}) - optimizer.step() - optimizer.zero_grad() - + optimizer.step() + optimizer.zero_grad() lr_scheduler.step() - # Print log info - #pbar.set_postfix({'loss': loss.item()}) - def main(): # ============================== @@ -190,22 +251,24 @@ def main(): elif args.plugin == 'low_level_zero': plugin = LowLevelZeroPlugin(initial_scale=2**5) elif args.plugin == 'hybrid_parallel': - + # modify the param accordingly for finetuning test cases - plugin = HybridParallelPlugin(tp_size=1, - pp_size=2, - num_microbatches=2, - enable_all_optimization=False, - #enable_sequence_parallelism=True, - zero_stage=1, - precision='fp16', - initial_scale=1) + plugin = HybridParallelPlugin(tp_size=1, + pp_size=2, + #enable_sequence_parallelism=True, + num_microbatches=1) + #enable_all_optimization=True, + #zero_stage=1) + #precision='fp16', + #initial_scale=1, + #overlap_communication=True) booster = Booster(plugin=plugin, **booster_kwargs) # ============================== # Prepare Dataloader # ============================== + data_builder = GLUEDataBuilder(model_name, plugin, args.task, @@ -220,13 +283,14 @@ def main(): # bert pretrained model cfg = AutoConfig.from_pretrained(model_name, num_labels=data_builder.num_labels) + if model_name == "bert-base-uncased": model = BertForSequenceClassification.from_pretrained(model_name, config=cfg).cuda() elif model_name == "albert-xxlarge-v2": model = AlbertForSequenceClassification.from_pretrained(model_name, config=cfg) else: raise RuntimeError - + # optimizer no_decay = ["bias", "LayerNorm.weight"] optimizer_grouped_parameters = [ @@ -239,18 +303,11 @@ def main(): "weight_decay": 0.0, }, ] - - # lazy_init - use_lazy_init = args.use_lazy_init - ctx = LazyInitContext() if use_lazy_init else nullcontext() - with ctx: - org_model = model - sharded_model = copy.deepcopy(org_model) - if use_lazy_init: - ctx.materialize(org_model) - - optimizer = Adam(model.parameters(), lr=lr, eps=1e-8) - sharded_optimizer = Adam(sharded_model.parameters(), lr=lr, eps=1e-8) + + #TODO something wrong with HybridAdam when using pp + optimizer = HybridAdam(optimizer_grouped_parameters, lr=lr, eps=1e-8) + #optimizer = HybridAdam(model.parameters(), lr=lr, eps=1e-8) + # optimizer = Adam(optimizer_grouped_parameters, lr=1e-3) # lr scheduler total_steps = len(train_dataloader) * NUM_EPOCHS @@ -260,26 +317,35 @@ def main(): num_warmup_steps=num_warmup_steps, num_training_steps=total_steps, ) - + + def _criterion(outputs, inputs): + outputs = output_transform_fn(outputs) + loss = criterion(outputs) + return loss + # ============================== # Boost with ColossalAI # ============================== - sharded_model, optimizer, _, _, lr_scheduler = booster.boost(sharded_model, sharded_optimizer, lr_scheduler=lr_scheduler) + #print("===before boost===") + model, optimizer, _criterion, _, lr_scheduler = booster.boost(model, + optimizer, + criterion=_criterion, + lr_scheduler=lr_scheduler) # ============================== # Train model # ============================== for epoch in range(NUM_EPOCHS): - train_epoch(epoch, model, sharded_model, optimizer, lr_scheduler, train_dataloader, booster, coordinator) + train_epoch(epoch, model, optimizer, _criterion, lr_scheduler, train_dataloader, booster, coordinator) - results = evaluate_model(model, test_dataloader, data_builder.num_labels, args.task, data_builder.eval_splits, - coordinator) + results = evaluate_model(model, optimizer, _criterion, test_dataloader, data_builder.num_labels, args.task, + data_builder.eval_splits, booster, coordinator) if coordinator.is_master(): - print(results) + #print(results) if args.target_f1 is not None and 'f1' in results: assert results['f1'] >= args.target_f1, f'f1 score {results["f1"]} is lower than target {args.target_f1}' if __name__ == '__main__': - main() + main() \ No newline at end of file diff --git a/examples/language/bert/test.py b/examples/language/bert/test.py new file mode 100644 index 000000000000..b3070983f568 --- /dev/null +++ b/examples/language/bert/test.py @@ -0,0 +1,5 @@ +def add(a, b): + breakpoint() + return a + b + +print(add(1, 2)) \ No newline at end of file From cce0b0f3f208d9f32952396f8fd81ce7e852ab40 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Wed, 6 Sep 2023 17:50:46 +0800 Subject: [PATCH 04/11] [shardformer] implement shard policy for base gpt-j model --- colossalai/shardformer/modeling/gptj.py | 509 ++++++++++++++++++++++++ 1 file changed, 509 insertions(+) create mode 100644 colossalai/shardformer/modeling/gptj.py diff --git a/colossalai/shardformer/modeling/gptj.py b/colossalai/shardformer/modeling/gptj.py new file mode 100644 index 000000000000..e344c6d549fa --- /dev/null +++ b/colossalai/shardformer/modeling/gptj.py @@ -0,0 +1,509 @@ +class GPTJPipelineForwards: + ''' + This class serves as a micro library for forward function substitution of GPTJ models + under pipeline setting. + ''' + + @staticmethod + def gptj_model_forward( + self: GPTJModel, + input_ids: Optional[torch.LongTensor] = None, + past_key_values: Optional[Tuple[Tuple[torch.Tensor]]] = None, + attention_mask: Optional[torch.FloatTensor] = None, + token_type_ids: Optional[torch.LongTensor] = None, + position_ids: Optional[torch.LongTensor] = None, + head_mask: Optional[torch.FloatTensor] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + use_cache: Optional[bool] = None, + output_attentions: Optional[bool] = None, + output_hidden_states: Optional[bool] = None, + return_dict: Optional[bool] = None, + stage_manager: Optional[PipelineStageManager] = None, + hidden_states: Optional[torch.FloatTensor] = None, + stage_index: Optional[List[int]] = None, + shard_config: ShardConfig = None) -> Union[Dict, Tuple, BaseModelOutputWithPastAndCrossAttentions]: + + # This function is modified on the basis of transformers.models.gptj.modeling_gptj.GPTJModel.forward. + # Please refer to original code of transformers for more details. + + return_dict = return_dict if return_dict is not None else self.config.use_return_dict + + logger = logging.get_logger(__name__) + + # Preprocess passed in arguments + # TODO(baizhou): left the recording kv-value tensors as () or None type, this feature may be added in the future. + if past_key_values: + logger.warning_once('Non-empty past_key_values is not supported for pipeline models at the moment.') + past_key_values = None + if output_attentions: + logger.warning_once('output_attentions=True is not supported for pipeline models at the moment.') + output_attentions = False + if output_hidden_states: + logger.warning_once('output_hidden_states=True is not supported for pipeline models at the moment.') + output_hidden_states = False + if use_cache: + logger.warning_once('use_cache=True is not supported for pipeline models at the moment.') + use_cache = False + + if stage_manager.is_first_stage(): + if input_ids is not None and inputs_embeds is not None: + raise ValueError("You cannot specify both input_ids and inputs_embeds at the same time") + elif input_ids is not None: + batch_size, seq_length = input_ids.shape + input_shape = input_ids.size() + input_ids = input_ids.view(-1, seq_length) + + elif inputs_embeds is not None: + input_shape = inputs_embeds.size()[:-1] + batch_size = inputs_embeds.shape[0] + else: + raise ValueError("You have to specify either input_ids or inputs_embeds") + + device = input_ids.device if input_ids is not None else inputs_embeds.device + + if token_type_ids is not None: + token_type_ids = token_type_ids.view(-1, seq_length) + else: + if hidden_states is None: + raise ValueError("hidden_states shouldn't be None for stages other than the first stage.") + input_shape = hidden_states.size()[:-1] + batch_size, seq_length = input_shape[0], input_shape[1] + device = hidden_states.device + + # Attention mask. + if attention_mask is not None: + if batch_size <= 0: + raise ValueError("batch_size has to be defined and > 0") + attention_mask = attention_mask.view(batch_size, -1) + # We create a 3D attention mask from a 2D tensor mask. + # Sizes are [batch_size, 1, 1, to_seq_length] + # So we can broadcast to [batch_size, num_heads, from_seq_length, to_seq_length] + # this attention mask is more simple than the triangular masking of causal attention + # used in OpenAI GPT, we just need to prepare the broadcast dimension here. + attention_mask = attention_mask[:, None, None, :] + + # Since attention_mask is 1.0 for positions we want to attend and 0.0 for + # masked positions, this operation will create a tensor which is 0.0 for + # positions we want to attend and the dtype's smallest value for masked positions. + # Since we are adding it to the raw scores before the softmax, this is + # effectively the same as removing these entirely. + attention_mask = attention_mask.to(dtype=self.dtype) # fp16 compatibility + attention_mask = (1.0 - attention_mask) * torch.finfo(self.dtype).min + + # Prepare head mask if needed + # 1.0 in head_mask indicate we keep the head + # attention_probs has shape bsz x num_attention_heads x N x N + # head_mask has shape n_layer x batch x num_attention_heads x N x N + head_mask = self.get_head_mask(head_mask, self.config.n_layer) + + if stage_manager.is_first_stage(): + if position_ids is not None: + position_ids = position_ids.view(-1, seq_length) + else: + position_ids = torch.arange(0, seq_length, dtype=torch.long, device=device) + position_ids = position_ids.unsqueeze(0).view(-1, input_shape[-1]) + + if inputs_embeds is None: + inputs_embeds = self.wte(input_ids) + + hidden_states = inputs_embeds + + if token_type_ids is not None: + token_type_embeds = self.wte(token_type_ids) + hidden_states = hidden_states + token_type_embeds + + hidden_states = self.drop(hidden_states) + + output_shape = input_shape + (hidden_states.size(-1),) + + if self.gradient_checkpointing and self.training: + if use_cache: + logger.warning_once( + "`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`..." + ) + use_cache = False + + presents = () if use_cache else None + all_self_attentions = () if output_attentions else None + all_hidden_states = () if output_hidden_states else None + + # split the input tensor along sequence dimension + # [batch_size, seq_len, hidden_size] -> [batch_size, seq_len/TP_size, hidden_size] + if shard_config.enable_sequence_parallelism: + hidden_states = split_forward_gather_backward(hidden_states, + dim=1, + process_group=shard_config.tensor_parallel_process_group) + + # Going through held blocks. + start_idx, end_idx = stage_index[0], stage_index[1] + for i in range(start_idx, end_idx): + block = self.h[i] + torch.cuda.set_device(hidden_states.device) + + # Ensure that attention_mask is always on the same device as hidden_states + if attention_mask is not None: + attention_mask = attention_mask.to(hidden_states.device) + if isinstance(head_mask, torch.Tensor): + head_mask = head_mask.to(hidden_states.device) + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_states,) + + if self.gradient_checkpointing and self.training: + + def create_custom_forward(module): + def custom_forward(*inputs): + # None for past_key_value + return module(*inputs, use_cache, output_attentions) + + return custom_forward + + outputs = torch.utils.checkpoint.checkpoint( + create_custom_forward(block), + hidden_states, + None, + attention_mask, + position_ids, + head_mask[i], + ) + else: + outputs = block( + hidden_states=hidden_states, + layer_past=None, + attention_mask=attention_mask, + position_ids=position_ids, + head_mask=head_mask[i], + use_cache=use_cache, + output_attentions=output_attentions, + ) + + hidden_states = outputs[0] + if use_cache is True: + presents = presents + (outputs[1],) + + if output_attentions: + all_self_attentions = all_self_attentions + (outputs[2 if use_cache else 1],) + + # When sequence parallelism done, gather the output tensor in forward and split it in backward + if shard_config.enable_sequence_parallelism: + hidden_states = gather_forward_split_backward(hidden_states, + dim=1, + process_group=shard_config.tensor_parallel_process_group) + + if stage_manager.is_last_stage(): + hidden_states = self.ln_f(hidden_states) + + hidden_states = hidden_states.view(output_shape) + # Add last hidden state + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_states,) + + if stage_manager.is_last_stage(): + if not return_dict: + return tuple(v for v in [hidden_states, presents, all_hidden_states, all_self_attentions] if v is not None) + + return BaseModelOutputWithPast( + last_hidden_state=hidden_states, + past_key_values=presents, + hidden_states=all_hidden_states, + attentions=all_self_attentions, + ) + else: + # always return dict for intermediate stage + return {'hidden_states': hidden_states} + + + + +def get_gptj_flash_attention_forward(): + + from transformers.models.gptj.modeling_gptj import GPTJAttention + + from colossalai.kernel.cuda_native import AttnMaskType, ColoAttention + + def split_heads(self, tensor, num_attention_heads, attn_head_size, rotary): + """ + Splits hidden dim into attn_head_size and num_attention_heads + """ + new_shape = tensor.size()[:-1] + (num_attention_heads, attn_head_size) + tensor = tensor.view(new_shape) + if rotary or len(tensor.shape) in [4,5]: + return tensor + else: + raise ValueError(f"Input tensor rank should be one of [4, 5], but is: {len(tensor.shape)}") + + def forward( + self: GPTJAttention, + hidden_states: torch.FloatTensor, + layer_past: Optional[Tuple[torch.Tensor]] = None, + attention_mask: Optional[torch.FloatTensor] = None, + position_ids: Optional[torch.LongTensor] = None, + head_mask: Optional[torch.FloatTensor] = None, + use_cache: Optional[bool] = False, + output_attentions: Optional[bool] = False, + ) -> Union[ + Tuple[torch.Tensor, Tuple[torch.Tensor]], + Optional[Tuple[torch.Tensor, Tuple[torch.Tensor], Tuple[torch.Tensor, ...]]], + ]: + query = self.q_proj(hidden_states) + key = self.k_proj(hidden_states) + value = self.v_proj(hidden_states) + + query = self.split_heads(query, self.num_attention_heads, self.head_dim, True) + key = self.split_heads(key, self.num_attention_heads, self.head_dim, True) + value = self.split_heads(value, self.num_attention_heads, self.head_dim, False) + + if is_torch_fx_proxy(position_ids) or torch.jit.is_tracing(): + # The logic to conditionally copy to GPU could not be traced, so we do this + # every time in the torch.fx case + embed_positions = get_embed_positions(self.embed_positions, position_ids) + else: + embed_positions = self._get_embed_positions(position_ids) + + repeated_position_ids = position_ids.unsqueeze(-1).repeat(1, 1, embed_positions.shape[-1]) + sincos = torch.gather(embed_positions, 1, repeated_position_ids) + sin, cos = torch.split(sincos, sincos.shape[-1] // 2, dim=-1) + + if self.rotary_dim is not None: + k_rot = key[:, :, :, : self.rotary_dim] + k_pass = key[:, :, :, self.rotary_dim :] + + q_rot = query[:, :, :, : self.rotary_dim] + q_pass = query[:, :, :, self.rotary_dim :] + + k_rot = apply_rotary_pos_emb(k_rot, sin, cos) + q_rot = apply_rotary_pos_emb(q_rot, sin, cos) + + key = torch.cat([k_rot, k_pass], dim=-1) + query = torch.cat([q_rot, q_pass], dim=-1) + else: + key = apply_rotary_pos_emb(key, sin, cos) + query = apply_rotary_pos_emb(query, sin, cos) + + key = key.permute(0, 2, 1, 3) + query = query.permute(0, 2, 1, 3) + + if layer_past is not None: + past_key = layer_past[0] + past_value = layer_past[1] + key = torch.cat((past_key, key), dim=1) + value = torch.cat((past_value, value), dim=1) + + if use_cache is True: + present = (key, value) + else: + present = None + + # use AttnMaskType and ColoAttention + if not self.is_cross_attention: + attn_mask_type = AttnMaskType.causal + flash_attention_mask = None + if attention_mask != None: + if attn_mask_type == AttnMaskType.causal: + attn_mask_type == AttnMaskType.paddedcausal + else: + attn_mask_type = AttnMaskType.padding + flash_attention_mask = ~(attention_mask[:, :, -1].squeeze(1).to(torch.bool)).contiguous() + + # use coloattention + attention = ColoAttention(embed_dim=self.embed_dim, + num_heads=self.num_heads, + dropout=self.attn_dropout.p, + scale=scale) + + attn_output = attention(query, key, value, attn_mask=flash_attention_mask, attn_mask_type=attn_mask_type) + + attn_output = self.out_proj(attn_output) + attn_output = self.resid_dropout(attn_output) + outputs = (attn_output, present, None) + + return outputs # a, present, (attentions) + +def gptj_sequence_parallel_forward_fn(shard_config: ShardConfig): + + def forward( + self, + input_ids: Optional[torch.LongTensor] = None, + past_key_values: Optional[Tuple[Tuple[torch.Tensor]]] = None, + attention_mask: Optional[torch.FloatTensor] = None, + token_type_ids: Optional[torch.LongTensor] = None, + position_ids: Optional[torch.LongTensor] = None, + head_mask: Optional[torch.FloatTensor] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + use_cache: Optional[bool] = None, + output_attentions: Optional[bool] = None, + output_hidden_states: Optional[bool] = None, + return_dict: Optional[bool] = None, + ) -> Union[Tuple, BaseModelOutputWithPast]: + output_attentions = output_attentions if output_attentions is not None else self.config.output_attentions + output_hidden_states = ( + output_hidden_states if output_hidden_states is not None else self.config.output_hidden_states + ) + use_cache = use_cache if use_cache is not None else self.config.use_cache + return_dict = return_dict if return_dict is not None else self.config.use_return_dict + + if input_ids is not None and inputs_embeds is not None: + raise ValueError("You cannot specify both input_ids and inputs_embeds at the same time") + elif input_ids is not None: + input_shape = input_ids.size() + input_ids = input_ids.view(-1, input_shape[-1]) + batch_size = input_ids.shape[0] + elif inputs_embeds is not None: + input_shape = inputs_embeds.size()[:-1] + batch_size = inputs_embeds.shape[0] + else: + raise ValueError("You have to specify either input_ids or inputs_embeds") + + device = input_ids.device if input_ids is not None else inputs_embeds.device + + if token_type_ids is not None: + token_type_ids = token_type_ids.view(-1, input_shape[-1]) + + if position_ids is not None: + position_ids = position_ids.view(-1, input_shape[-1]).long() + + if past_key_values is None: + past_length = 0 + past_key_values = tuple([None] * len(self.h)) + else: + past_length = past_key_values[0][0].size(-2) + + if position_ids is None: + position_ids = torch.arange(past_length, input_shape[-1] + past_length, dtype=torch.long, device=device) + position_ids = position_ids.unsqueeze(0).view(-1, input_shape[-1]) + + # Attention mask. + if attention_mask is not None: + if batch_size <= 0: + raise ValueError("batch_size has to be defined and > 0") + attention_mask = attention_mask.view(batch_size, -1) + # We create a 3D attention mask from a 2D tensor mask. + # Sizes are [batch_size, 1, 1, to_seq_length] + # So we can broadcast to [batch_size, num_heads, from_seq_length, to_seq_length] + # this attention mask is more simple than the triangular masking of causal attention + # used in OpenAI GPT, we just need to prepare the broadcast dimension here. + attention_mask = attention_mask[:, None, None, :] + + # Since attention_mask is 1.0 for positions we want to attend and 0.0 for + # masked positions, this operation will create a tensor which is 0.0 for + # positions we want to attend and the dtype's smallest value for masked positions. + # Since we are adding it to the raw scores before the softmax, this is + # effectively the same as removing these entirely. + attention_mask = attention_mask.to(dtype=self.dtype) # fp16 compatibility + attention_mask = (1.0 - attention_mask) * torch.finfo(self.dtype).min + + # Prepare head mask if needed + # 1.0 in head_mask indicate we keep the head + # attention_probs has shape bsz x num_attention_heads x N x N + # head_mask has shape n_layer x batch x num_attention_heads x N x N + head_mask = self.get_head_mask(head_mask, self.config.n_layer) + + if inputs_embeds is None: + inputs_embeds = self.wte(input_ids) + + hidden_states = inputs_embeds + + if token_type_ids is not None: + token_type_embeds = self.wte(token_type_ids) + hidden_states = hidden_states + token_type_embeds + + hidden_states = self.drop(hidden_states) + + output_shape = input_shape + (hidden_states.size(-1),) + + if self.gradient_checkpointing and self.training: + if use_cache: + logger.warning_once( + "`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`..." + ) + use_cache = False + + presents = () if use_cache else None + all_self_attentions = () if output_attentions else None + all_hidden_states = () if output_hidden_states else None + + # split the input tensor along sequence dimension + # [batch_size, seq_len, hidden_size] -> [batch_size, seq_len/TP_size, hidden_size] + hidden_states = split_forward_gather_backward(hidden_states, + dim=1, + process_group=shard_config.tensor_parallel_process_group) + + for i, (block, layer_past) in enumerate(zip(self.h, past_key_values)): + # Model parallel + if self.model_parallel: + torch.cuda.set_device(hidden_states.device) + # Ensure layer_past is on same device as hidden_states (might not be correct) + if layer_past is not None: + layer_past = tuple(past_state.to(hidden_states.device) for past_state in layer_past) + # Ensure that attention_mask is always on the same device as hidden_states + if attention_mask is not None: + attention_mask = attention_mask.to(hidden_states.device) + if isinstance(head_mask, torch.Tensor): + head_mask = head_mask.to(hidden_states.device) + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_states,) + + if self.gradient_checkpointing and self.training: + + def create_custom_forward(module): + def custom_forward(*inputs): + # None for past_key_value + return module(*inputs, use_cache, output_attentions) + + return custom_forward + + outputs = torch.utils.checkpoint.checkpoint( + create_custom_forward(block), + hidden_states, + None, + attention_mask, + position_ids, + head_mask[i], + ) + else: + outputs = block( + hidden_states=hidden_states, + layer_past=layer_past, + attention_mask=attention_mask, + position_ids=position_ids, + head_mask=head_mask[i], + use_cache=use_cache, + output_attentions=output_attentions, + ) + + hidden_states = outputs[0] + if use_cache is True: + presents = presents + (outputs[1],) + + if output_attentions: + all_self_attentions = all_self_attentions + (outputs[2 if use_cache else 1],) + + # Model Parallel: If it's the last layer for that device, put things on the next device + if self.model_parallel: + for k, v in self.device_map.items(): + if i == v[-1] and "cuda:" + str(k) != self.last_device: + hidden_states = hidden_states.to("cuda:" + str(k + 1)) + + # When sequence parallelism done, gather the output tensor in forward and split it in backward + hidden_states = gather_forward_split_backward(hidden_states, + dim=1, + process_group=shard_config.tensor_parallel_process_group) + + hidden_states = self.ln_f(hidden_states) + + hidden_states = hidden_states.view(output_shape) + # Add last hidden state + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_states,) + + if not return_dict: + return tuple(v for v in [hidden_states, presents, all_hidden_states, all_self_attentions] if v is not None) + + return BaseModelOutputWithPast( + last_hidden_state=hidden_states, + past_key_values=presents, + hidden_states=all_hidden_states, + attentions=all_self_attentions, + ) + + return forward + \ No newline at end of file From 256534682f4b375dada8de4db6a020167a80b78a Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Wed, 6 Sep 2023 17:51:34 +0800 Subject: [PATCH 05/11] [shardformer] implement shard policy for base gpt-j model 06 Sep --- colossalai/shardformer/policies/gptj.py | 277 ++++++++++++++++-------- 1 file changed, 181 insertions(+), 96 deletions(-) diff --git a/colossalai/shardformer/policies/gptj.py b/colossalai/shardformer/policies/gptj.py index 9cb852fe673a..99f4b05ebb92 100644 --- a/colossalai/shardformer/policies/gptj.py +++ b/colossalai/shardformer/policies/gptj.py @@ -9,96 +9,193 @@ from .base_policy import ModulePolicyDescription, Policy, SubModuleReplacementDescription __all__ = [ - + 'GPTJPolicy', 'GPTJModelPolicy', 'GPTJForCausalLMPolicy', 'GPTJForSequenceClassificationPolicy', + 'GPTJForQuestionAnsweringPolicy', 'FlaxGPTJPolicy', 'FlaxGPTJForCausalLMPolicy' ] class GPTJPolicy(Policy): - def config_sanity_check(self): - pass - - def preprocess(self): - # reshape the embedding layer - r""" - Reshape the Embedding layer to make the embedding dimension divisible by world_size - """ - if self.shard_config.enable_tensor_parallelism: - vocab_size = self.model.config.vocab_size - world_size = self.shard_config.tensor_parallel_size - if vocab_size % world_size != 0: - new_vocab_size = vocab_size + world_size - vocab_size % world_size - self.model.resize_token_embeddings(new_vocab_size) - return self.model - - def module_policy(self): - from transformers.models.gptj.modeling_gptj import GPTJAttention, GPTJBlock, GPTJModel - - policy = {} - use_sequence_parallel = self.shard_config.enable_sequence_parallelism - overlap = self.shard_config.enable_sequence_overlap - if self.shard_config.enable_tensor_parallelism: - policy[GPTJModel] = ModulePolicyDescription(sub_module_replacement=[ - SubModuleReplacementDescription( - suffix="wte", - target_module=col_nn.VocabParallelEmbedding1D, - ), - SubModuleReplacementDescription( - suffix="drop", - target_module=col_nn.DropoutForParallelInput, - ), - ]) - - policy[GPTJBlock] = ModulePolicyDescription( - attribute_replacement={ - "attn.embed_dim": self.model.config.hidden_size // self.shard_config.tensor_parallel_size, - "attn.split_size": self.model.config.hidden_size // self.shard_config.tensor_parallel_size, - "attn.num_heads": self.model.config.num_attention_heads // self.shard_config.tensor_parallel_size, - }, - sub_module_replacement=[ - SubModuleReplacementDescription( - suffix="attn.k_attn", - target_module=col_nn.GPT2FusedLinearConv1D_Col, - kwargs={ - "n_fused": 3, - "seq_parallel": use_sequence_parallel, - "overlap": overlap - }, - ), - SubModuleReplacementDescription(suffix="attn.out_proj", - target_module=col_nn.GPT2FusedLinearConv1D_Row, - kwargs={ - "seq_parallel": use_sequence_parallel, - }), - SubModuleReplacementDescription( - suffix="mlp.fc_in", - target_module=col_nn.GPT2FusedLinearConv1D_Col, - kwargs={ - "n_fused": 1, - "seq_parallel": use_sequence_parallel, - "overlap": overlap - }, - ), - SubModuleReplacementDescription(suffix="mlp.fc_out", - target_module=col_nn.GPT2FusedLinearConv1D_Row, - kwargs={ - "seq_parallel": use_sequence_parallel, - }), - SubModuleReplacementDescription( - suffix="attn.attn_dropout", - target_module=col_nn.DropoutForParallelInput, - ), - SubModuleReplacementDescription( - suffix="attn.resid_dropout", - target_module=col_nn.DropoutForParallelInput, - ), - SubModuleReplacementDescription( - suffix="mlp.dropout", - target_module=col_nn.DropoutForParallelInput, - ), - ]) - + def config_sanity_check(self): + pass + + def preprocess(self): + # reshape the embedding layer + r""" + Reshape the Embedding layer to make the embedding dimension divisible by world_size + """ + if self.shard_config.enable_tensor_parallelism: + vocab_size = self.model.config.vocab_size + world_size = self.shard_config.tensor_parallel_size + if vocab_size % world_size != 0: + new_vocab_size = vocab_size + world_size - vocab_size % world_size + self.model.resize_token_embeddings(new_vocab_size) + return self.model + + def module_policy(self): + from transformers.models.gptj.modeling_gptj import GPTJAttention, GPTJBlock, GPTJModel + + policy = {} + use_sequence_parallel = self.shard_config.enable_sequence_parallelism + overlap = self.shard_config.enable_sequence_overlap + if self.shard_config.enable_tensor_parallelism: + policy[GPTJModel] = ModulePolicyDescription(sub_module_replacement=[ + SubModuleReplacementDescription( + suffix="wte", + target_module=col_nn.VocabParallelEmbedding1D, + ), + SubModuleReplacementDescription( + suffix="drop", + target_module=col_nn.DropoutForParallelInput, + ), + ]) + + policy[GPTJBlock] = ModulePolicyDescription( + attribute_replacement={ + "attn.embed_dim": self.model.config.hidden_size // self.shard_config.tensor_parallel_size, + "attn.rotary_dim": self.model.config.rotary_dim // self.shard_config.tensor_parallel_size, + "attn.num_attention_heads": self.model.config.num_attention_heads // self.shard_config.tensor_parallel_size, + }, + sub_module_replacement=[ + SubModuleReplacementDescription( + suffix="attn.k_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 3, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription( + suffix="attn.q_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 3, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription( + suffix="attn.v_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 3, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription(suffix="attn.out_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Row, + kwargs={ + "seq_parallel": use_sequence_parallel, + }), + SubModuleReplacementDescription( + suffix="mlp.fc_in", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 1, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription(suffix="mlp.fc_out", + target_module=col_nn.GPT2FusedLinearConv1D_Row, + kwargs={ + "seq_parallel": use_sequence_parallel, + }), + SubModuleReplacementDescription( + suffix="attn.attn_dropout", + target_module=col_nn.DropoutForParallelInput, + ), + SubModuleReplacementDescription( + suffix="attn.resid_dropout", + target_module=col_nn.DropoutForParallelInput, + ), + SubModuleReplacementDescription( + suffix="mlp.dropout", + target_module=col_nn.DropoutForParallelInput, + ), + ]) + + # optimization configuration + if self.shard_config.enable_fused_normalization: + self.append_or_create_submodule_replacement(description=SubModuleReplacementDescription( + suffix="ln_f", + target_module=col_nn.FusedLayerNorm, + ), + policy=policy, + target_key=GPTJModel) + + self.append_or_create_submodule_replacement(description=[ + SubModuleReplacementDescription( + suffix="ln_1", + target_module=col_nn.FusedLayerNorm, + ) + ], + policy=policy, + target_key=GPTJBlock) + + if self.shard_config.enable_flash_attention: + self.append_or_create_method_replacement(description={ + 'forward': get_gptj_flash_attention_forward(), + }, + policy=policy, + target_key=GPTJAttention) + + if self.shard_config.enable_sequence_parallelism: + policy[GPTJModel].method_replacement = {"forward": gpt2_sequence_parallel_forward_fn(self.shard_config)} + + return policy + + def postprocess(self): + return self.model + + def get_held_layers(self) -> List[nn.Module]: + """Get pipeline layers for current stage.""" + assert self.pipeline_stage_manager is not None + if self.model.__class__.__name__ == 'GPT2Model': + module = self.model + else: + module = self.model.transformer + stage_manager = self.pipeline_stage_manager + + held_layers = [] + layers_per_stage = self.distribute_layers(len(module.h), stage_manager.num_stages) + if stage_manager.is_first_stage(): + held_layers.append(module.wte) + held_layers.append(module.wpe) + held_layers.append(module.drop) + start_idx, end_idx = self.get_stage_index(layers_per_stage, stage_manager.stage) + held_layers.extend(module.h[start_idx:end_idx]) + if stage_manager.is_last_stage(): + held_layers.append(module.ln_f) + return held_layers + + def set_pipeline_forward(self, model_cls: nn.Module, new_forward: Callable, policy: Dict) -> None: + """If under pipeline parallel setting, replacing the original forward method of huggingface + to customized forward method, and add this changing to policy.""" + if not self.pipeline_stage_manager: + raise ValueError("set_pipeline_forward method can only be called when pipeline parallel is enabled.") + stage_manager = self.pipeline_stage_manager + if self.model.__class__.__name__ == 'GPT2Model': + module = self.model + else: + module = self.model.transformer + + layers_per_stage = Policy.distribute_layers(len(module.h), stage_manager.num_stages) + stage_index = Policy.get_stage_index(layers_per_stage, stage_manager.stage) + method_replacement = { + 'forward': + partial(new_forward, + stage_manager=stage_manager, + stage_index=stage_index, + shard_config=self.shard_config) + } + self.append_or_create_method_replacement(description=method_replacement, policy=policy, target_key=model_cls) + + + # GPTJModel class GPTJModelPolicy(GPTJPolicy): @@ -112,18 +209,6 @@ class GPTJForSequenceClassificationPolicy(GPTJPolicy): # GPTJForQuestionAnswering class GPTJForQuestionAnsweringPolicy(GPTJPolicy): -# TFGPTJForQuestionAnswering -class TFGPTJPolicy(GPTJPolicy): - -# TFGPTJForCausalLM -class TFGPTJCausalLMPolicy(GPTJPolicy): - -# TFGPTJForSequenceClassification -class TFGPTJForSequenceClassificationPolicy(GPTJPolicy): - -# TFGPTJForQuestionAnswering -class TFGPTJForQuestionAnsweringPolicy(GPTJPolicy): - # FlaxGPTJModel class FlaxGPTJPolicy(GPTJPolicy): From 4fa5c6b5d9f540e83bedb21b749cee2c0f578b85 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Thu, 7 Sep 2023 18:05:37 +0800 Subject: [PATCH 06/11] [shardformer] implement policy for all GPT-J models and test --- colossalai/shardformer/modeling/gptj.py | 326 +++++++++++++++++- colossalai/shardformer/policies/gptj.py | 124 ++++++- tests/kit/model_zoo/transformers/gptj.py | 99 ++++++ .../test_model/test_shard_gptj.py | 239 +++++++++++++ 4 files changed, 768 insertions(+), 20 deletions(-) create mode 100644 tests/kit/model_zoo/transformers/gptj.py create mode 100644 tests/test_shardformer/test_model/test_shard_gptj.py diff --git a/colossalai/shardformer/modeling/gptj.py b/colossalai/shardformer/modeling/gptj.py index e344c6d549fa..75cdbd9cd097 100644 --- a/colossalai/shardformer/modeling/gptj.py +++ b/colossalai/shardformer/modeling/gptj.py @@ -1,3 +1,33 @@ +from typing import Dict, List, Optional, Tuple, Union + +import torch +from torch.nn import BCEWithLogitsLoss, CrossEntropyLoss, MSELoss +from transformers.modeling_outputs import ( + BaseModelOutputWithPast, + QuestionAnsweringModelOutput, + SequenceClassifierOutputWithPast, + CausalLMOutputWithPast, +) + +from transformers.models.gptj.modeling_gptj import ( + GPTJForQuestionAnswering, + GPTJForSequenceClassification, + GPTJForCausalLM, + GPTJModel, + get_embed_positions, + apply_rotary_pos_emb, +) +from transformers.utils import ( + logging, + is_torch_fx_proxy, + +) + +from colossalai.pipeline.stage_manager import PipelineStageManager +from colossalai.shardformer.layer._operation import gather_forward_split_backward, split_forward_gather_backward +from colossalai.shardformer.shard import ShardConfig + + class GPTJPipelineForwards: ''' This class serves as a micro library for forward function substitution of GPTJ models @@ -19,12 +49,13 @@ def gptj_model_forward( output_hidden_states: Optional[bool] = None, return_dict: Optional[bool] = None, stage_manager: Optional[PipelineStageManager] = None, - hidden_states: Optional[torch.FloatTensor] = None, - stage_index: Optional[List[int]] = None, - shard_config: ShardConfig = None) -> Union[Dict, Tuple, BaseModelOutputWithPastAndCrossAttentions]: + hidden_states: Optional[torch.FloatTensor] = None, + stage_index: Optional[List[int]] = None, + shard_config: ShardConfig = None) -> Union[Dict, Tuple, BaseModelOutputWithPast]: # This function is modified on the basis of transformers.models.gptj.modeling_gptj.GPTJModel.forward. # Please refer to original code of transformers for more details. + # GPTJ has no cross attention in comparison to GPT2 return_dict = return_dict if return_dict is not None else self.config.use_return_dict @@ -200,7 +231,7 @@ def custom_forward(*inputs): if stage_manager.is_last_stage(): if not return_dict: return tuple(v for v in [hidden_states, presents, all_hidden_states, all_self_attentions] if v is not None) - + return BaseModelOutputWithPast( last_hidden_state=hidden_states, past_key_values=presents, @@ -210,8 +241,286 @@ def custom_forward(*inputs): else: # always return dict for intermediate stage return {'hidden_states': hidden_states} + + @staticmethod + def gptj_causallm_model_forward( + self: GPTJForCausalLM, + input_ids: Optional[torch.LongTensor] = None, + past_key_values: Optional[Tuple[Tuple[torch.Tensor]]] = None, + attention_mask: Optional[torch.FloatTensor] = None, + token_type_ids: Optional[torch.LongTensor] = None, + position_ids: Optional[torch.LongTensor] = None, + head_mask: Optional[torch.FloatTensor] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + labels: Optional[torch.LongTensor] = None, + use_cache: Optional[bool] = None, + output_attentions: Optional[bool] = None, + output_hidden_states: Optional[bool] = None, + return_dict: Optional[bool] = None, + stage_manager: Optional[PipelineStageManager] = None, + hidden_states: Optional[torch.FloatTensor] = None, + stage_index: Optional[List[int]] = None, + shard_config: ShardConfig = None) -> Union[Dict, Tuple, CausalLMOutputWithPast]: + r""" + labels (`torch.LongTensor` of shape `(batch_size, sequence_length)`, *optional*): + Labels for language modeling. Note that the labels **are shifted** inside the model, i.e. you can set + `labels = input_ids` Indices are selected in `[-100, 0, ..., config.vocab_size]` All labels set to `-100` + are ignored (masked), the loss is only computed for labels in `[0, ..., config.vocab_size]` + + # This function is modified on the basis of transformers.models.gptj.modeling_gptj.GPTJForCausalLM.forward. + # Please refer to original code of transformers for more details. + """ + return_dict = return_dict if return_dict is not None else self.config.use_return_dict + + transformer_outputs = GPTJPipelineForwards.gptj_model_forward(self.transformer, + input_ids, + past_key_values=past_key_values, + attention_mask=attention_mask, + token_type_ids=token_type_ids, + position_ids=position_ids, + head_mask=head_mask, + inputs_embeds=inputs_embeds, + use_cache=use_cache, + output_attentions=output_attentions, + output_hidden_states=output_hidden_states, + return_dict=return_dict, + stage_manager=stage_manager, + hidden_states=hidden_states, + stage_index=stage_index, + shard_config=shard_config) + + # If not at the last stage, return hidden_states as in GPTJModel + if not stage_manager.is_last_stage(): + return {'hidden_states': transformer_outputs['hidden_states']} + + hidden_states = transformer_outputs[0] + lm_logits = self.lm_head(hidden_states) + + loss = None + if labels is not None: + # move labels to correct device to enable model parallelism + labels = labels.to(lm_logits.device) + # Shift so that tokens < n predict n + shift_logits = lm_logits[..., :-1, :].contiguous() + shift_labels = labels[..., 1:].contiguous() + # Flatten the tokens + loss_fct = CrossEntropyLoss() + loss = loss_fct(shift_logits.view(-1, shift_logits.size(-1)), shift_labels.view(-1)) + + loss = loss.to(hidden_states.dtype) + if not return_dict: + output = (lm_logits,) + transformer_outputs[1:] + return ((loss,) + output) if loss is not None else output + + return CausalLMOutputWithPast( + loss=loss, + logits=lm_logits, + past_key_values=transformer_outputs.past_key_values, + hidden_states=transformer_outputs.hidden_states, + attentions=transformer_outputs.attentions, + ) + @staticmethod + def gptj_for_sequence_classification_forward( + self:GPTJForSequenceClassification, + input_ids: Optional[torch.LongTensor] = None, + past_key_values: Optional[Tuple[Tuple[torch.Tensor]]] = None, + attention_mask: Optional[torch.FloatTensor] = None, + token_type_ids: Optional[torch.LongTensor] = None, + position_ids: Optional[torch.LongTensor] = None, + head_mask: Optional[torch.FloatTensor] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + labels: Optional[torch.LongTensor] = None, + use_cache: Optional[bool] = None, + output_attentions: Optional[bool] = None, + output_hidden_states: Optional[bool] = None, + return_dict: Optional[bool] = None, + stage_manager: Optional[PipelineStageManager] = None, + hidden_states: Optional[torch.FloatTensor] = None, + stage_index: Optional[List[int]] = None, + shard_config: ShardConfig = None) -> Union[Dict, Tuple, SequenceClassifierOutputWithPast]: + r""" + labels (`torch.LongTensor` of shape `(batch_size,)`, *optional*): + Labels for computing the sequence classification/regression loss. Indices should be in `[0, ..., + config.num_labels - 1]`. If `config.num_labels == 1` a regression loss is computed (Mean-Square loss), If + `config.num_labels > 1` a classification loss is computed (Cross-Entropy). + + # This function is modified on the basis of transformers.models.gptj.modeling_gptj.GPTJForSequenceClassification.forward. + # Please refer to original code of transformers for more details. + """ + logger = logging.get_logger(__name__) + + if input_ids is not None: + batch_size, _ = input_ids.shape[:2] + else: + batch_size, _ = hidden_states.shape[:2] + assert (self.config.pad_token_id is not None + or batch_size == 1), "Cannot handle batch sizes > 1 if no padding token is defined." + + return_dict = return_dict if return_dict is not None else self.config.use_return_dict + + transformer_outputs = GPTJPipelineForwards.gptj_model_forward(self.transformer, + input_ids, + past_key_values=past_key_values, + attention_mask=attention_mask, + token_type_ids=token_type_ids, + position_ids=position_ids, + head_mask=head_mask, + inputs_embeds=inputs_embeds, + use_cache=use_cache, + output_attentions=output_attentions, + output_hidden_states=output_hidden_states, + return_dict=return_dict, + stage_manager=stage_manager, + hidden_states=hidden_states, + stage_index=stage_index, + shard_config=shard_config) + + # If not at the last stage, return hidden_states as in GPTJModel + if not stage_manager.is_last_stage(): + return {'hidden_states': transformer_outputs['hidden_states']} + + hidden_states = transformer_outputs[0] + logits = self.score(hidden_states) + + if self.config.pad_token_id is None: + sequence_lengths = -1 + else: + if input_ids is not None: + sequence_lengths = (torch.ne(input_ids, self.config.pad_token_id).sum(-1) - 1).to(logits.device) + else: + sequence_lengths = -1 + logger.warning_once( + f"{self.__class__.__name__} will not detect padding tokens in `inputs_embeds`. Results may be " + "unexpected if using padding tokens in conjunction with `inputs_embeds.`" + ) + + pooled_logits = logits[torch.arange(batch_size, device=logits.device), sequence_lengths] + + loss = None + if labels is not None: + labels = labels.to(pooled_logits.device) + if self.config.problem_type is None: + if self.num_labels == 1: + self.config.problem_type = "regression" + elif self.num_labels > 1 and (labels.dtype == torch.long or labels.dtype == torch.int): + self.config.problem_type = "single_label_classification" + else: + self.config.problem_type = "multi_label_classification" + + if self.config.problem_type == "regression": + loss_fct = MSELoss() + if self.num_labels == 1: + loss = loss_fct(pooled_logits.squeeze(), labels.squeeze()) + else: + loss = loss_fct(pooled_logits, labels) + elif self.config.problem_type == "single_label_classification": + loss_fct = CrossEntropyLoss() + loss = loss_fct(pooled_logits.view(-1, self.num_labels), labels.view(-1)) + elif self.config.problem_type == "multi_label_classification": + loss_fct = BCEWithLogitsLoss() + loss = loss_fct(pooled_logits, labels) + if not return_dict: + output = (pooled_logits,) + transformer_outputs[1:] + return ((loss,) + output) if loss is not None else output + + return SequenceClassifierOutputWithPast( + loss=loss, + logits=pooled_logits, + past_key_values=transformer_outputs.past_key_values, + hidden_states=transformer_outputs.hidden_states, + attentions=transformer_outputs.attentions, + ) + + @staticmethod + def gptj_for_question_answering_forward( + self:GPTJForQuestionAnswering, + input_ids: Optional[torch.LongTensor] = None, + attention_mask: Optional[torch.FloatTensor] = None, + token_type_ids: Optional[torch.LongTensor] = None, + position_ids: Optional[torch.LongTensor] = None, + head_mask: Optional[torch.FloatTensor] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + start_positions: Optional[torch.LongTensor] = None, + end_positions: Optional[torch.LongTensor] = None, + output_attentions: Optional[bool] = None, + output_hidden_states: Optional[bool] = None, + return_dict: Optional[bool] = None, + stage_manager: Optional[PipelineStageManager] = None, + hidden_states: Optional[torch.FloatTensor] = None, + stage_index: Optional[List[int]] = None, + shard_config: ShardConfig = None) -> Union[Dict, Tuple, QuestionAnsweringModelOutput]: + r""" + start_positions (`torch.LongTensor` of shape `(batch_size,)`, *optional*): + Labels for position (index) of the start of the labelled span for computing the token classification loss. + Positions are clamped to the length of the sequence (`sequence_length`). Position outside of the sequence + are not taken into account for computing the loss. + end_positions (`torch.LongTensor` of shape `(batch_size,)`, *optional*): + Labels for position (index) of the end of the labelled span for computing the token classification loss. + Positions are clamped to the length of the sequence (`sequence_length`). Position outside of the sequence + are not taken into account for computing the loss. + + # This function is modified on the basis of transformers.models.gptj.modeling_gptj.GPTJForQuestionAnswering.forward. + # Please refer to original code of transformers for more details. + + """ + return_dict = return_dict if return_dict is not None else self.config.use_return_dict + + outputs = GPTJPipelineForwards.gptj_model_forward(self.transformer, + input_ids, + attention_mask=attention_mask, + token_type_ids=token_type_ids, + position_ids=position_ids, + head_mask=head_mask, + inputs_embeds=inputs_embeds, + output_attentions=output_attentions, + output_hidden_states=output_hidden_states, + return_dict=return_dict, + stage_manager=stage_manager, + hidden_states=hidden_states, + stage_index=stage_index, + shard_config=shard_config) + + # If not at the last stage, return hidden_states as in GPTJModel + if not stage_manager.is_last_stage(): + return {'hidden_states': outputs['hidden_states']} + + sequence_output = outputs[0] + + logits = self.qa_outputs(sequence_output) + start_logits, end_logits = logits.split(1, dim=-1) + start_logits = start_logits.squeeze(-1).contiguous() + end_logits = end_logits.squeeze(-1).contiguous() + + total_loss = None + if start_positions is not None and end_positions is not None: + # If we are on multi-GPU, split add a dimension + if len(start_positions.size()) > 1: + start_positions = start_positions.squeeze(-1).to(start_logits.device) + if len(end_positions.size()) > 1: + end_positions = end_positions.squeeze(-1).to(end_logits.device) + # sometimes the start/end positions are outside our model inputs, we ignore these terms + ignored_index = start_logits.size(1) + start_positions = start_positions.clamp(0, ignored_index) + end_positions = end_positions.clamp(0, ignored_index) + + loss_fct = CrossEntropyLoss(ignore_index=ignored_index) + start_loss = loss_fct(start_logits, start_positions) + end_loss = loss_fct(end_logits, end_positions) + total_loss = (start_loss + end_loss) / 2 + + if not return_dict: + output = (start_logits, end_logits) + outputs[2:] + return ((total_loss,) + output) if total_loss is not None else output + + return QuestionAnsweringModelOutput( + loss=total_loss, + start_logits=start_logits, + end_logits=end_logits, + hidden_states=outputs.hidden_states, + attentions=outputs.attentions, + ) def get_gptj_flash_attention_forward(): @@ -220,7 +529,7 @@ def get_gptj_flash_attention_forward(): from colossalai.kernel.cuda_native import AttnMaskType, ColoAttention - def split_heads(self, tensor, num_attention_heads, attn_head_size, rotary): + def split_heads(tensor, num_attention_heads, attn_head_size, rotary): """ Splits hidden dim into attn_head_size and num_attention_heads """ @@ -248,9 +557,9 @@ def forward( key = self.k_proj(hidden_states) value = self.v_proj(hidden_states) - query = self.split_heads(query, self.num_attention_heads, self.head_dim, True) - key = self.split_heads(key, self.num_attention_heads, self.head_dim, True) - value = self.split_heads(value, self.num_attention_heads, self.head_dim, False) + query = split_heads(query, self.num_attention_heads, self.head_dim, True) + key = split_heads(key, self.num_attention_heads, self.head_dim, True) + value = split_heads(value, self.num_attention_heads, self.head_dim, False) if is_torch_fx_proxy(position_ids) or torch.jit.is_tracing(): # The logic to conditionally copy to GPU could not be traced, so we do this @@ -305,6 +614,7 @@ def forward( flash_attention_mask = ~(attention_mask[:, :, -1].squeeze(1).to(torch.bool)).contiguous() # use coloattention + scale = value.size(-1)**-0.5 attention = ColoAttention(embed_dim=self.embed_dim, num_heads=self.num_heads, dropout=self.attn_dropout.p, diff --git a/colossalai/shardformer/policies/gptj.py b/colossalai/shardformer/policies/gptj.py index 99f4b05ebb92..036f68483856 100644 --- a/colossalai/shardformer/policies/gptj.py +++ b/colossalai/shardformer/policies/gptj.py @@ -6,6 +6,7 @@ import colossalai.shardformer.layer as col_nn from .._utils import getattr_, setattr_ +from ..modeling.gptj import GPTJPipelineForwards, get_gptj_flash_attention_forward, gptj_sequence_parallel_forward_fn from .base_policy import ModulePolicyDescription, Policy, SubModuleReplacementDescription __all__ = [ @@ -143,7 +144,7 @@ def module_policy(self): target_key=GPTJAttention) if self.shard_config.enable_sequence_parallelism: - policy[GPTJModel].method_replacement = {"forward": gpt2_sequence_parallel_forward_fn(self.shard_config)} + policy[GPTJModel].method_replacement = {"forward": gptj_sequence_parallel_forward_fn(self.shard_config)} return policy @@ -154,7 +155,7 @@ def get_held_layers(self) -> List[nn.Module]: """Get pipeline layers for current stage.""" assert self.pipeline_stage_manager is not None - if self.model.__class__.__name__ == 'GPT2Model': + if self.model.__class__.__name__ == 'GPTJModel': module = self.model else: module = self.model.transformer @@ -164,7 +165,7 @@ def get_held_layers(self) -> List[nn.Module]: layers_per_stage = self.distribute_layers(len(module.h), stage_manager.num_stages) if stage_manager.is_first_stage(): held_layers.append(module.wte) - held_layers.append(module.wpe) + #held_layers.append(module.wpe) held_layers.append(module.drop) start_idx, end_idx = self.get_stage_index(layers_per_stage, stage_manager.stage) held_layers.extend(module.h[start_idx:end_idx]) @@ -178,7 +179,7 @@ def set_pipeline_forward(self, model_cls: nn.Module, new_forward: Callable, poli if not self.pipeline_stage_manager: raise ValueError("set_pipeline_forward method can only be called when pipeline parallel is enabled.") stage_manager = self.pipeline_stage_manager - if self.model.__class__.__name__ == 'GPT2Model': + if self.model.__class__.__name__ == 'GPTJModel': module = self.model else: module = self.model.transformer @@ -193,25 +194,124 @@ def set_pipeline_forward(self, model_cls: nn.Module, new_forward: Callable, poli shard_config=self.shard_config) } self.append_or_create_method_replacement(description=method_replacement, policy=policy, target_key=model_cls) - - - # GPTJModel class GPTJModelPolicy(GPTJPolicy): + + def __init__(self) -> None: + super().__init__() + + def module_policy(self): + from transformers.models.gptj.modeling_gptj import GPTJModel + + policy = super().module_policy() + + if self.pipeline_stage_manager is not None: + self.set_pipeline_forward(model_cls=GPTJModel, + new_forward=GPTJPipelineForwards.gptj_model_forward, + policy=policy) + return policy + + def get_held_layers(self) -> List[nn.Module]: + return super().get_held_layers() + + def get_shared_params(self) -> List[Dict[int, Tensor]]: + """No shared params in GPT2Model.""" + return [] # GPTJForCausalLM class GPTJForCausalLMPolicy(GPTJPolicy): + + def __init__(self) -> None: + super().__init__() + + def module_policy(self): + from transformers.models.gptj.modeling_gptj import GPTJForCausalLM + + policy = super().module_policy() + + if self.shard_config.enable_tensor_parallelism: + addon_module = { + GPTJForCausalLM: + ModulePolicyDescription(sub_module_replacement=[ + SubModuleReplacementDescription( + suffix="lm_head", target_module=col_nn.Linear1D_Col, kwargs={"gather_output": True}) + ]) + } + policy.update(addon_module) + + if self.pipeline_stage_manager is not None: + self.set_pipeline_forward(model_cls=GPTJForCausalLM, + new_forward=GPTJPipelineForwards.gptj_causallm_model_forward, + policy=policy) + return policy + + def get_held_layers(self) -> List[nn.Module]: + held_layers = super().get_held_layers() + if self.pipeline_stage_manager.is_last_stage(): + held_layers.append(self.model.lm_head) + return held_layers + + def get_shared_params(self) -> List[Dict[int, Tensor]]: + '''The weights of wte and lm_head are shared.''' + module = self.model + stage_manager = self.pipeline_stage_manager + if stage_manager is not None: + if stage_manager.num_stages > 1 and id(module.transformer.wte.weight) == id(module.lm_head.weight): + first_stage, last_stage = 0, stage_manager.num_stages - 1 + return [{first_stage: module.transformer.wte.weight, last_stage: module.lm_head.weight}] + return [] # GPTJForSequenceClassification class GPTJForSequenceClassificationPolicy(GPTJPolicy): + + def __init__(self) -> None: + super().__init__() + + def module_policy(self): + from transformers.models.gptj.modeling_gptj import GPTJForCausalLM + + policy = super().module_policy() + + if self.pipeline_stage_manager is not None: + self.set_pipeline_forward(model_cls=GPTJForCausalLM, + new_forward=GPTJPipelineForwards.gptj_for_sequence_classification_forward, + policy=policy) + return policy + + def get_held_layers(self) -> List[nn.Module]: + held_layers = super().get_held_layers() + if self.pipeline_stage_manager.is_last_stage(): + held_layers.append(self.model.score) + return held_layers + + def get_shared_params(self) -> List[Dict[int, Tensor]]: + """No shared params in GPTJForSequenceClassification.""" + return [] # GPTJForQuestionAnswering class GPTJForQuestionAnsweringPolicy(GPTJPolicy): - -# FlaxGPTJModel -class FlaxGPTJPolicy(GPTJPolicy): + + def __init__(self) -> None: + super().__init__() + + def module_policy(self): + from transformers.models.gptj.modeling_gptj import GPTJForQuestionAnswering -# FlaxGPTJForCausalLMModel -class FlaxGPTJForCausalLMPolicy(GPTJPolicy): + policy = super().module_policy() + + if self.pipeline_stage_manager is not None: + self.set_pipeline_forward(model_cls=GPTJForQuestionAnswering, + new_forward=GPTJPipelineForwards.gptj_for_question_answering_forward, + policy=policy) + return policy + + def get_held_layers(self) -> List[nn.Module]: + held_layers = super().get_held_layers() + if self.pipeline_stage_manager.is_last_stage(): + held_layers.append(self.model.score) + return held_layers + def get_shared_params(self) -> List[Dict[int, Tensor]]: + """No shared params in GPT2ForQuestionAnswering.""" + return [] diff --git a/tests/kit/model_zoo/transformers/gptj.py b/tests/kit/model_zoo/transformers/gptj.py new file mode 100644 index 000000000000..b5df49aaa3ca --- /dev/null +++ b/tests/kit/model_zoo/transformers/gptj.py @@ -0,0 +1,99 @@ +import copy + +import torch +import transformers + +from ..registry import ModelAttribute, model_zoo + +# =============================== +# Register single-sentence GPT +# =============================== + + +def data_gen(): + # Generated from following code snippet + # + #from transformers import AutoTokenizer + #input = 'Hello, my dog is cute' + #tokenizer = AutoTokenizer.from_pretrained("EleutherAI/gpt-j-6B") + #tokenized_input = tokenizer(input, return_tensors='pt') + #input_ids = tokenized_input['input_ids'] + #attention_mask = tokenized_input['attention_mask'] + input_ids = torch.tensor([[15496, 11, 616, 3290, 318, 13779]], dtype=torch.int64) + attention_mask = torch.tensor([[1, 1, 1, 1, 1, 1]], dtype=torch.int64) + return dict(input_ids=input_ids, attention_mask=attention_mask) + + +def data_gen_for_lm(): + # LM data gen + # the `labels` of LM is the token of the output, cause no padding, use `input_ids` as `labels` + data = data_gen() + data['labels'] = data['input_ids'].clone() + return data + + +def data_gen_for_question_answering(): + # question answering data gen + # `labels` is the type not the token id for token classification, 0 or 1 + data = data_gen() + start_positions = torch.tensor([0], dtype=torch.int64) + data['start_positions'] = start_positions + end_positions = torch.tensor([1], dtype=torch.int64) + data['end_positions'] = end_positions + return data + + +def data_gen_for_sequence_classification(): + # sequence classification data gen + data = data_gen() + data['labels'] = torch.tensor([1], dtype=torch.int64) + return data + + +# define output transform function +output_transform_fn = lambda x: x + +# define loss function +loss_fn_for_gptj_model = lambda x: torch.nn.functional.mse_loss(x.last_hidden_state, torch.ones_like(x.last_hidden_state + )) +loss_fn = lambda x: x.loss + +config = transformers.GPTJConfig(n_layer=2, + n_head=4, + vocab_size=50258, + attn_pdrop=0, + embd_pdrop=0, + resid_pdrop=0, + summary_first_dropout=0, + hidden_dropout=0, + problem_type="single_label_classification", + pad_token_id=50256) + +config_for_token_classification = copy.deepcopy(config) +config_for_token_classification.num_labels = 2 + +# register the following models +model_zoo.register(name='transformers_gptj', + model_fn=lambda: transformers.GPTJModel(config), + data_gen_fn=data_gen, + output_transform_fn=output_transform_fn, + loss_fn=loss_fn_for_gptj_model, + model_attribute=ModelAttribute(has_control_flow=True)) +model_zoo.register(name='transformers_gptj_lm', + model_fn=lambda: transformers.GPTJForCausalLM(config), + data_gen_fn=data_gen_for_lm, + output_transform_fn=output_transform_fn, + loss_fn=loss_fn, + model_attribute=ModelAttribute(has_control_flow=True)) +model_zoo.register(name='transformers_gptj_for_question_answering', + model_fn=lambda: transformers.GPTJForQuestionAnswering(config), + data_gen_fn=data_gen_for_question_answering, + output_transform_fn=output_transform_fn, + loss_fn=loss_fn, + model_attribute=ModelAttribute(has_control_flow=True)) +model_zoo.register(name='transformers_gptj_for_sequence_classification', + model_fn=lambda: transformers.GPTJForSequenceClassification(config_for_token_classification), + data_gen_fn=data_gen_for_sequence_classification, + output_transform_fn=output_transform_fn, + loss_fn=loss_fn, + model_attribute=ModelAttribute(has_control_flow=True)) diff --git a/tests/test_shardformer/test_model/test_shard_gptj.py b/tests/test_shardformer/test_model/test_shard_gptj.py new file mode 100644 index 000000000000..6281113f4d3d --- /dev/null +++ b/tests/test_shardformer/test_model/test_shard_gptj.py @@ -0,0 +1,239 @@ +import pytest +import torch +from torch import distributed as dist + +import colossalai +from colossalai.logging import disable_existing_loggers +from colossalai.shardformer.layer.utils import Randomizer +from colossalai.tensor.d_tensor.api import clear_layout_converter +from colossalai.testing import clear_cache_before_run, parameterize, rerun_if_address_is_in_use, spawn +from tests.kit.model_zoo import model_zoo +from tests.test_shardformer.test_model._utils import ( + build_model_from_hybrid_plugin, + check_all_grad_tensors, + check_loss, + check_output_hidden_state, + check_weight, + get_grad_tensors_for_check, + run_forward_backward_with_hybrid_plugin, + unwrap_model, +) + + +def check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, test_config): + + org_model, org_optimizer, sharded_model, sharded_optimizer, criterion, booster = \ + build_model_from_hybrid_plugin(model_fn, loss_fn, test_config) + + org_loss, org_output, sharded_loss, sharded_output = \ + run_forward_backward_with_hybrid_plugin( + org_model, + sharded_model, + sharded_optimizer, + data_gen_fn, + output_transform_fn, + criterion, + booster) + + stage_manager = booster.plugin.stage_manager + tp_group = booster.plugin.tp_group + + # unwrap model + gptj = unwrap_model(org_model, 'GPTJModel', 'transformer') + sharded_gptj = unwrap_model(sharded_model, 'GPTJModel', 'transformer') + + col_layer_for_check = ['h[0].mlp.fc_in'] + row_layer_for_check = ['wte', 'h[0].mlp.fc_out'] + + # Save gradient tensors for comparison between the original model and the sharded model. + grads_to_check = {} + if (stage_manager is None or stage_manager.is_first_stage()) and booster.plugin.zero_stage == 0: + if test_config['precision'] == 'fp32': + atol, rtol = 1e-4, 1e-3 + else: + atol, rtol = 5e-3, 5e-3 + col_layer_grads = get_grad_tensors_for_check(gptj, + sharded_gptj, + col_layer_for_check, + tp_group, + atol=atol, + rtol=rtol, + dim=1, + verbose=False) + row_layer_grads = get_grad_tensors_for_check(gptj, + sharded_gptj, + row_layer_for_check, + tp_group, + atol=atol, + rtol=rtol, + dim=0, + verbose=False) + grads_to_check.update(col_layer_grads) + grads_to_check.update(row_layer_grads) + + # optimizer executes step + org_optimizer.step() + sharded_optimizer.step() + + # check last hidden state & loss + if stage_manager is None or stage_manager.is_last_stage(): + if test_config['precision'] == 'fp32': + atol, rtol = 1e-5, 1e-3 + else: + atol, rtol = 5e-3, 5e-3 + + if org_model.__class__.__name__ == 'GPTJModel': + check_output_hidden_state(org_output, sharded_output, stage_manager, atol=atol, rtol=rtol) + + check_loss(org_loss, sharded_loss, atol=atol, rtol=rtol) + + # check weights + if stage_manager is None or stage_manager.is_first_stage(): + if test_config['precision'] == 'fp32': + atol, rtol = 5e-3, 1e-3 + else: + atol, rtol = 5e-3, 5e-3 + check_weight(gptj, sharded_gptj, col_layer_for_check, tp_group, atol=atol, rtol=rtol, dim=1, verbose=False) + + # check grads + check_all_grad_tensors(grads_to_check) + + Randomizer.reset_index() + torch.cuda.empty_cache() + + +@parameterize('test_config', [{ + 'tp_size': 2, + 'pp_size': 2, + 'num_microbatches': 4, + 'enable_all_optimization': True, + 'use_lazy_init': True, + 'precision': 'fp16', + 'initial_scale': 1, +}, { + 'tp_size': 1, + 'pp_size': 2, + 'num_microbatches': 4, + 'enable_all_optimization': True, + 'use_lazy_init': True, + 'precision': 'fp16', + 'initial_scale': 1, +}, { + 'tp_size': 4, + 'pp_size': 1, + 'enable_all_optimization': True, + 'use_lazy_init': False, + 'precision': 'fp32', +}, { + 'tp_size': 2, + 'pp_size': 1, + 'enable_all_optimization': True, + 'use_lazy_init': False, + 'precision': 'fp32', +}, { + 'tp_size': 2, + 'pp_size': 2, + 'num_microbatches': 4, + 'enable_all_optimization': True, + 'use_lazy_init': True, + 'enable_sequence_parallelism': True, + 'precision': 'fp32', +}, { + 'tp_size': 4, + 'pp_size': 1, + 'enable_all_optimization': True, + 'use_lazy_init': True, + 'enable_sequence_parallelism': True, + 'precision': 'fp32', +}, { + 'tp_size': 2, + 'pp_size': 1, + 'enable_all_optimization': True, + 'use_lazy_init': True, + 'zero_stage': 2, + 'precision': 'fp16', + 'initial_scale': 1 +}, { + 'tp_size': 1, + 'pp_size': 2, + 'num_microbatches': 2, + 'enable_all_optimization': True, + 'use_lazy_init': True, + 'zero_stage': 1, + 'precision': 'fp16', + 'initial_scale': 1 +}]) +@clear_cache_before_run() +def run_gptj_test(test_config): + + sub_model_zoo = model_zoo.get_sub_registry('transformers_gptj') + + + for name, (model_fn, data_gen_fn, output_transform_fn, loss_fn, _) in sub_model_zoo.items(): + check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, test_config) + + clear_layout_converter() + torch.cuda.empty_cache() + + +@parameterize('test_config', [ + { + 'tp_size': 2, + 'pp_size': 2, + 'num_microbatches': 4, + 'enable_all_optimization': False, + 'use_lazy_init': False, + 'precision': 'fp32', + 'initial_scale': 1, + }, + { + 'tp_size': 2, + 'pp_size': 2, + 'num_microbatches': 4, + 'enable_all_optimization': False, + 'use_lazy_init': False, + 'precision': 'fp16', + 'zero_stage': 1, + 'initial_scale': 1, + }, +]) +@clear_cache_before_run() +def run_gptj_3d_test(test_config): + sub_model_zoo = model_zoo.get_sub_registry('transformers_gptj') + + for name, (model_fn, data_gen_fn, output_transform_fn, loss_fn, _) in sub_model_zoo.items(): + check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, test_config) + + clear_layout_converter() + torch.cuda.empty_cache() + + +def check_gptj(rank, world_size, port): + disable_existing_loggers() + colossalai.launch(config={}, rank=rank, world_size=world_size, host='localhost', port=port, backend='nccl') + run_gptj_test() + + +def check_gptj_3d(rank, world_size, port): + disable_existing_loggers() + colossalai.launch(config={}, rank=rank, world_size=world_size, host='localhost', port=port, backend='nccl') + run_gptj_3d_test() + + +@pytest.mark.dist +@rerun_if_address_is_in_use() +@clear_cache_before_run() +def test_gptj(): + spawn(check_gptj, 4) + + +@pytest.mark.largedist +@rerun_if_address_is_in_use() +@clear_cache_before_run() +def test_gptj_3d(): + spawn(check_gptj_3d, 8) + + +if __name__ == "__main__": + test_gptj() + test_gptj_3d() From 08eefa821c5986b6560d0bd2da6653aa914f57a5 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Fri, 8 Sep 2023 18:25:08 +0800 Subject: [PATCH 07/11] [shardformer] test GPT-J sharding policy --- colossalai/shardformer/modeling/gptj.py | 19 +++++++++++------- .../shardformer/policies/auto_policy.py | 10 ++++++++++ colossalai/shardformer/policies/gptj.py | 4 ++-- .../test_model/test_shard_gptj.py | 20 +++++++++---------- 4 files changed, 34 insertions(+), 19 deletions(-) diff --git a/colossalai/shardformer/modeling/gptj.py b/colossalai/shardformer/modeling/gptj.py index 75cdbd9cd097..4ec944add0b9 100644 --- a/colossalai/shardformer/modeling/gptj.py +++ b/colossalai/shardformer/modeling/gptj.py @@ -535,7 +535,7 @@ def split_heads(tensor, num_attention_heads, attn_head_size, rotary): """ new_shape = tensor.size()[:-1] + (num_attention_heads, attn_head_size) tensor = tensor.view(new_shape) - if rotary or len(tensor.shape) in [4,5]: + if rotary or len(tensor.shape) in [4, 5]: return tensor else: raise ValueError(f"Input tensor rank should be one of [4, 5], but is: {len(tensor.shape)}") @@ -556,6 +556,7 @@ def forward( query = self.q_proj(hidden_states) key = self.k_proj(hidden_states) value = self.v_proj(hidden_states) + query = split_heads(query, self.num_attention_heads, self.head_dim, True) key = split_heads(key, self.num_attention_heads, self.head_dim, True) @@ -588,8 +589,10 @@ def forward( key = apply_rotary_pos_emb(key, sin, cos) query = apply_rotary_pos_emb(query, sin, cos) - key = key.permute(0, 2, 1, 3) - query = query.permute(0, 2, 1, 3) + #key = key.permute(0, 2, 1, 3) + #query = query.permute(0, 2, 1, 3) + key = key.to(dtype=value.dtype) #fp16 compatability + query = query.to(dtype=value.dtype) if layer_past is not None: past_key = layer_past[0] @@ -603,9 +606,8 @@ def forward( present = None # use AttnMaskType and ColoAttention - if not self.is_cross_attention: - attn_mask_type = AttnMaskType.causal - flash_attention_mask = None + attn_mask_type = AttnMaskType.causal + flash_attention_mask = None if attention_mask != None: if attn_mask_type == AttnMaskType.causal: attn_mask_type == AttnMaskType.paddedcausal @@ -615,8 +617,9 @@ def forward( # use coloattention scale = value.size(-1)**-0.5 + attention = ColoAttention(embed_dim=self.embed_dim, - num_heads=self.num_heads, + num_heads=self.num_attention_heads, dropout=self.attn_dropout.p, scale=scale) @@ -627,6 +630,8 @@ def forward( outputs = (attn_output, present, None) return outputs # a, present, (attentions) + + return forward def gptj_sequence_parallel_forward_fn(shard_config: ShardConfig): diff --git a/colossalai/shardformer/policies/auto_policy.py b/colossalai/shardformer/policies/auto_policy.py index 2fe49f0d5afe..b3832abf2423 100644 --- a/colossalai/shardformer/policies/auto_policy.py +++ b/colossalai/shardformer/policies/auto_policy.py @@ -74,6 +74,16 @@ class PolicyLocation: PolicyLocation(file_name="gpt2", class_name="GPT2ForTokenClassificationPolicy"), "transformers.models.gpt2.modeling_gpt2.GPT2ForSequenceClassification": PolicyLocation(file_name="gpt2", class_name="GPT2ForSequenceClassificationPolicy"), + + # GPTJ + "transformers.models.gptj.modeling_gptj.GPTJModel": + PolicyLocation(file_name="gptj", class_name="GPTJModelPolicy"), + "transformers.models.gptj.modeling_gptj.GPTJForCausalLM": + PolicyLocation(file_name="gptj", class_name="GPTJForCausalLMPolicy"), + "transformers.models.gptj.modeling_gptj.GPTJForQuestionAnswering": + PolicyLocation(file_name="gptj", class_name="GPTJForQuestionAnsweringPolicy"), + "transformers.models.gptj.modeling_gptj.GPTJForSequenceClassification": + PolicyLocation(file_name="gptj", class_name="GPTJForSequenceClassificationPolicy"), # ViT "transformers.models.vit.modeling_vit.ViTModel": diff --git a/colossalai/shardformer/policies/gptj.py b/colossalai/shardformer/policies/gptj.py index 036f68483856..cdfbe8f7185e 100644 --- a/colossalai/shardformer/policies/gptj.py +++ b/colossalai/shardformer/policies/gptj.py @@ -140,8 +140,8 @@ def module_policy(self): self.append_or_create_method_replacement(description={ 'forward': get_gptj_flash_attention_forward(), }, - policy=policy, - target_key=GPTJAttention) + policy=policy, + target_key=GPTJAttention) if self.shard_config.enable_sequence_parallelism: policy[GPTJModel].method_replacement = {"forward": gptj_sequence_parallel_forward_fn(self.shard_config)} diff --git a/tests/test_shardformer/test_model/test_shard_gptj.py b/tests/test_shardformer/test_model/test_shard_gptj.py index 6281113f4d3d..47891717d3e9 100644 --- a/tests/test_shardformer/test_model/test_shard_gptj.py +++ b/tests/test_shardformer/test_model/test_shard_gptj.py @@ -103,13 +103,13 @@ def check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, @parameterize('test_config', [{ - 'tp_size': 2, - 'pp_size': 2, - 'num_microbatches': 4, - 'enable_all_optimization': True, - 'use_lazy_init': True, - 'precision': 'fp16', - 'initial_scale': 1, + 'tp_size': 1, + 'pp_size': 1, + #'num_microbatches': 4, + 'enable_all_optimization': False, + #'use_lazy_init': False, + 'precision': 'fp32', + #'initial_scale': 1, }, { 'tp_size': 1, 'pp_size': 2, @@ -167,8 +167,8 @@ def check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, def run_gptj_test(test_config): sub_model_zoo = model_zoo.get_sub_registry('transformers_gptj') - - + print("===test config===") + print(test_config) for name, (model_fn, data_gen_fn, output_transform_fn, loss_fn, _) in sub_model_zoo.items(): check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, test_config) @@ -224,7 +224,7 @@ def check_gptj_3d(rank, world_size, port): @rerun_if_address_is_in_use() @clear_cache_before_run() def test_gptj(): - spawn(check_gptj, 4) + spawn(check_gptj, 2) @pytest.mark.largedist From aee14f6e2ebacd8d59b1dba6027e84fd925780f5 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Sat, 9 Sep 2023 17:48:48 +0800 Subject: [PATCH 08/11] [shardformer] finished testing pp gpt-j sharding --- colossalai/shardformer/modeling/gptj.py | 42 ++++---- colossalai/shardformer/policies/gptj.py | 138 ++++++++++++------------ 2 files changed, 88 insertions(+), 92 deletions(-) diff --git a/colossalai/shardformer/modeling/gptj.py b/colossalai/shardformer/modeling/gptj.py index 4ec944add0b9..421c4750c63e 100644 --- a/colossalai/shardformer/modeling/gptj.py +++ b/colossalai/shardformer/modeling/gptj.py @@ -94,12 +94,12 @@ def gptj_model_forward( if token_type_ids is not None: token_type_ids = token_type_ids.view(-1, seq_length) - else: - if hidden_states is None: - raise ValueError("hidden_states shouldn't be None for stages other than the first stage.") - input_shape = hidden_states.size()[:-1] - batch_size, seq_length = input_shape[0], input_shape[1] - device = hidden_states.device + else: + if hidden_states is None: + raise ValueError("hidden_states shouldn't be None for stages other than the first stage.") + input_shape = hidden_states.size()[:-1] + batch_size, seq_length = input_shape[0], input_shape[1] + device = hidden_states.device # Attention mask. if attention_mask is not None: @@ -127,23 +127,20 @@ def gptj_model_forward( # head_mask has shape n_layer x batch x num_attention_heads x N x N head_mask = self.get_head_mask(head_mask, self.config.n_layer) + # position id to be asssigned not just for the first stage for attn input + if position_ids is not None: + position_ids = position_ids.view(-1, seq_length) + else: + position_ids = torch.arange(0, seq_length, dtype=torch.long, device=device) + position_ids = position_ids.unsqueeze(0).view(-1, input_shape[-1]) if stage_manager.is_first_stage(): - if position_ids is not None: - position_ids = position_ids.view(-1, seq_length) - else: - position_ids = torch.arange(0, seq_length, dtype=torch.long, device=device) - position_ids = position_ids.unsqueeze(0).view(-1, input_shape[-1]) - - if inputs_embeds is None: - inputs_embeds = self.wte(input_ids) - - hidden_states = inputs_embeds - - if token_type_ids is not None: - token_type_embeds = self.wte(token_type_ids) - hidden_states = hidden_states + token_type_embeds - - hidden_states = self.drop(hidden_states) + if inputs_embeds is None: + inputs_embeds = self.wte(input_ids) + hidden_states = inputs_embeds + if token_type_ids is not None: + token_type_embeds = self.wte(token_type_ids) + hidden_states = hidden_states + token_type_embeds + hidden_states = self.drop(hidden_states) output_shape = input_shape + (hidden_states.size(-1),) @@ -187,7 +184,6 @@ def custom_forward(*inputs): return module(*inputs, use_cache, output_attentions) return custom_forward - outputs = torch.utils.checkpoint.checkpoint( create_custom_forward(block), hidden_states, diff --git a/colossalai/shardformer/policies/gptj.py b/colossalai/shardformer/policies/gptj.py index cdfbe8f7185e..f4449b43dc1a 100644 --- a/colossalai/shardformer/policies/gptj.py +++ b/colossalai/shardformer/policies/gptj.py @@ -51,72 +51,72 @@ def module_policy(self): ), ]) - policy[GPTJBlock] = ModulePolicyDescription( - attribute_replacement={ - "attn.embed_dim": self.model.config.hidden_size // self.shard_config.tensor_parallel_size, - "attn.rotary_dim": self.model.config.rotary_dim // self.shard_config.tensor_parallel_size, - "attn.num_attention_heads": self.model.config.num_attention_heads // self.shard_config.tensor_parallel_size, - }, - sub_module_replacement=[ - SubModuleReplacementDescription( - suffix="attn.k_proj", - target_module=col_nn.GPT2FusedLinearConv1D_Col, - kwargs={ - "n_fused": 3, - "seq_parallel": use_sequence_parallel, - "overlap": overlap - }, - ), - SubModuleReplacementDescription( - suffix="attn.q_proj", - target_module=col_nn.GPT2FusedLinearConv1D_Col, - kwargs={ - "n_fused": 3, - "seq_parallel": use_sequence_parallel, - "overlap": overlap - }, - ), - SubModuleReplacementDescription( - suffix="attn.v_proj", - target_module=col_nn.GPT2FusedLinearConv1D_Col, - kwargs={ - "n_fused": 3, - "seq_parallel": use_sequence_parallel, - "overlap": overlap - }, - ), - SubModuleReplacementDescription(suffix="attn.out_proj", - target_module=col_nn.GPT2FusedLinearConv1D_Row, - kwargs={ - "seq_parallel": use_sequence_parallel, - }), - SubModuleReplacementDescription( - suffix="mlp.fc_in", - target_module=col_nn.GPT2FusedLinearConv1D_Col, - kwargs={ - "n_fused": 1, - "seq_parallel": use_sequence_parallel, - "overlap": overlap - }, - ), - SubModuleReplacementDescription(suffix="mlp.fc_out", - target_module=col_nn.GPT2FusedLinearConv1D_Row, - kwargs={ - "seq_parallel": use_sequence_parallel, - }), - SubModuleReplacementDescription( - suffix="attn.attn_dropout", - target_module=col_nn.DropoutForParallelInput, - ), - SubModuleReplacementDescription( - suffix="attn.resid_dropout", - target_module=col_nn.DropoutForParallelInput, - ), - SubModuleReplacementDescription( - suffix="mlp.dropout", - target_module=col_nn.DropoutForParallelInput, - ), - ]) + policy[GPTJBlock] = ModulePolicyDescription( + attribute_replacement={ + "attn.embed_dim": self.model.config.hidden_size // self.shard_config.tensor_parallel_size, + "attn.rotary_dim": self.model.config.rotary_dim // self.shard_config.tensor_parallel_size, + "attn.num_attention_heads": self.model.config.num_attention_heads // self.shard_config.tensor_parallel_size, + }, + sub_module_replacement=[ + SubModuleReplacementDescription( + suffix="attn.k_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 3, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription( + suffix="attn.q_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 3, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription( + suffix="attn.v_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 3, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription(suffix="attn.out_proj", + target_module=col_nn.GPT2FusedLinearConv1D_Row, + kwargs={ + "seq_parallel": use_sequence_parallel, + }), + SubModuleReplacementDescription( + suffix="mlp.fc_in", + target_module=col_nn.GPT2FusedLinearConv1D_Col, + kwargs={ + "n_fused": 1, + "seq_parallel": use_sequence_parallel, + "overlap": overlap + }, + ), + SubModuleReplacementDescription(suffix="mlp.fc_out", + target_module=col_nn.GPT2FusedLinearConv1D_Row, + kwargs={ + "seq_parallel": use_sequence_parallel, + }), + SubModuleReplacementDescription( + suffix="attn.attn_dropout", + target_module=col_nn.DropoutForParallelInput, + ), + SubModuleReplacementDescription( + suffix="attn.resid_dropout", + target_module=col_nn.DropoutForParallelInput, + ), + SubModuleReplacementDescription( + suffix="mlp.dropout", + target_module=col_nn.DropoutForParallelInput, + ), + ]) # optimization configuration if self.shard_config.enable_fused_normalization: @@ -269,12 +269,12 @@ def __init__(self) -> None: super().__init__() def module_policy(self): - from transformers.models.gptj.modeling_gptj import GPTJForCausalLM + from transformers.models.gptj.modeling_gptj import GPTJForSequenceClassification policy = super().module_policy() if self.pipeline_stage_manager is not None: - self.set_pipeline_forward(model_cls=GPTJForCausalLM, + self.set_pipeline_forward(model_cls=GPTJForSequenceClassification, new_forward=GPTJPipelineForwards.gptj_for_sequence_classification_forward, policy=policy) return policy @@ -309,7 +309,7 @@ def module_policy(self): def get_held_layers(self) -> List[nn.Module]: held_layers = super().get_held_layers() if self.pipeline_stage_manager.is_last_stage(): - held_layers.append(self.model.score) + held_layers.append(self.model.qa_outputs) return held_layers def get_shared_params(self) -> List[Dict[int, Tensor]]: From beffd738d6c1ec24385c653833c00ea4f763c8b1 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Mon, 11 Sep 2023 11:09:35 +0800 Subject: [PATCH 09/11] [shardformer] clean up for pr --- tests/kit/model_zoo/transformers/__init__.py | 1 + tests/test_shardformer/test_model/test_shard_gptj.py | 11 ++++++----- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/tests/kit/model_zoo/transformers/__init__.py b/tests/kit/model_zoo/transformers/__init__.py index 2a492361b13b..aa5044cc1b94 100644 --- a/tests/kit/model_zoo/transformers/__init__.py +++ b/tests/kit/model_zoo/transformers/__init__.py @@ -4,6 +4,7 @@ from .bloom import * from .chatglm2 import * from .gpt import * +from .gptj import * from .llama import * from .opt import * from .sam import * diff --git a/tests/test_shardformer/test_model/test_shard_gptj.py b/tests/test_shardformer/test_model/test_shard_gptj.py index 47891717d3e9..be28fe6bbac9 100644 --- a/tests/test_shardformer/test_model/test_shard_gptj.py +++ b/tests/test_shardformer/test_model/test_shard_gptj.py @@ -21,7 +21,6 @@ def check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, test_config): - org_model, org_optimizer, sharded_model, sharded_optimizer, criterion, booster = \ build_model_from_hybrid_plugin(model_fn, loss_fn, test_config) @@ -104,8 +103,8 @@ def check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, @parameterize('test_config', [{ 'tp_size': 1, - 'pp_size': 1, - #'num_microbatches': 4, + 'pp_size': 2, + 'num_microbatches': 1, 'enable_all_optimization': False, #'use_lazy_init': False, 'precision': 'fp32', @@ -165,10 +164,11 @@ def check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, }]) @clear_cache_before_run() def run_gptj_test(test_config): + + print(test_config) sub_model_zoo = model_zoo.get_sub_registry('transformers_gptj') - print("===test config===") - print(test_config) + for name, (model_fn, data_gen_fn, output_transform_fn, loss_fn, _) in sub_model_zoo.items(): check_forward_backward(model_fn, data_gen_fn, output_transform_fn, loss_fn, test_config) @@ -235,5 +235,6 @@ def test_gptj_3d(): if __name__ == "__main__": + print("===hello===") test_gptj() test_gptj_3d() From 85c614ba5cd34f7da58607bdde1b75873c452748 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Mon, 11 Sep 2023 11:26:51 +0800 Subject: [PATCH 10/11] [shardformer] clean for pr --- examples/language/bert/finetune.py | 78 ------------------------- examples/language/bert/requirements.txt | 3 +- examples/language/bert/test.py | 5 -- 3 files changed, 1 insertion(+), 85 deletions(-) delete mode 100644 examples/language/bert/test.py diff --git a/examples/language/bert/finetune.py b/examples/language/bert/finetune.py index 8d9e53cfaa2b..a3309bc23ed5 100644 --- a/examples/language/bert/finetune.py +++ b/examples/language/bert/finetune.py @@ -64,23 +64,13 @@ def evaluate_subset(dataloader: DataLoader): batch = move_to_cuda(batch) labels = batch["labels"] batch_size = batch["input_ids"].shape[0] -<<<<<<< HEAD - if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None and booster.plugin.pp_size>1: -======= if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None: ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 pg_mesh = booster.plugin.pg_mesh pp_group = booster.plugin.pp_group current_pp_group_ranks = pg_mesh.get_ranks_in_group(pp_group) current_rank = dist.get_rank() -<<<<<<< HEAD - - batch = iter([batch]) - -======= #TODO pass dataloader to execute_pipeline directly batch = iter([batch]) ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 outputs = booster.execute_pipeline(batch, model, criterion, @@ -91,47 +81,14 @@ def evaluate_subset(dataloader: DataLoader): if booster.plugin.stage_manager.is_last_stage(): val_loss = outputs["loss"] -<<<<<<< HEAD - #TODO get merged output - #logits = outputs["outputs"].logits - #print("===outputs===") - #print(outputs) - #print("===outputs[0]===") - #print(outputs["outputs"][0]) - #logits = outputs["outputs"][0].logits - logits = outputs["outputs"][0] - #logits = logits.repeat((2, 1)) - #### - - accum_loss.add_(val_loss) - ''' - print("===val_loss===") - print(val_loss) - print("===num_labels===") - print(num_labels) - ''' - -======= logits = outputs["outputs"]["logits"] accum_loss.add_(val_loss) ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 if num_labels > 1: preds = torch.argmax(logits, axis=1) elif num_labels == 1: preds = logits.squeeze() -<<<<<<< HEAD - - ''' - print("===preds===") - print(preds) - print("===labels===") - print(labels) - ''' - -======= ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 dist.broadcast(preds, src=current_rank, group=pp_group) dist.broadcast(val_loss, src=current_rank, group=pp_group) @@ -162,10 +119,6 @@ def evaluate_subset(dataloader: DataLoader): results = metric.compute() dist.all_reduce(accum_loss.div_(len(dataloader))) -<<<<<<< HEAD - -======= ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 if coordinator.is_master() and results is not None: results['loss'] = accum_loss.item() / coordinator.world_size @@ -186,22 +139,6 @@ def train_epoch(epoch: int, model: nn.Module, optimizer: Optimizer, _criterion: train_dataloader: DataLoader, booster: Booster, coordinator: DistCoordinator): model.train() -<<<<<<< HEAD - ''' - if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None: - last_stage = booster.plugin.stage_manager.is_last_stage() - ''' - with tqdm(train_dataloader, - desc=f'Epoch [{epoch + 1}/{NUM_EPOCHS}]', - disable=not (coordinator.is_master() or - (hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None and booster.plugin.stage_manager.is_last_stage()) - ) - )as pbar: - for batch in pbar: - # Forward pass - batch = move_to_cuda(batch) - if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None and booster.plugin.pp_size>1: -======= is_pp_last_stage = hasattr( booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None and booster.plugin.stage_manager.is_last_stage() @@ -213,7 +150,6 @@ def train_epoch(epoch: int, model: nn.Module, optimizer: Optimizer, _criterion: batch = move_to_cuda(batch) if hasattr(booster.plugin, "stage_manager") and booster.plugin.stage_manager is not None: #TODO pass train_dataloader to execute_pipeline directly ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 batch = iter([batch]) outputs = booster.execute_pipeline(batch, model, @@ -291,22 +227,12 @@ def main(): # modify the param accordingly for finetuning test cases plugin = HybridParallelPlugin(tp_size=1, pp_size=2, -<<<<<<< HEAD - #enable_sequence_parallelism=True, - num_microbatches=1) - #enable_all_optimization=True, - #zero_stage=1) - #precision='fp16', - #initial_scale=1, - #overlap_communication=True) -======= num_microbatches=None, microbatch_size=1, enable_all_optimization=True, zero_stage=1, precision='fp16', initial_scale=1) ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 booster = Booster(plugin=plugin, **booster_kwargs) @@ -371,10 +297,6 @@ def _criterion(outputs, inputs): # ============================== # Boost with ColossalAI # ============================== -<<<<<<< HEAD - #print("===before boost===") -======= ->>>>>>> efba0f44b99f595731598d29792f5f229c7c0696 model, optimizer, _criterion, _, lr_scheduler = booster.boost(model, optimizer, criterion=_criterion, diff --git a/examples/language/bert/requirements.txt b/examples/language/bert/requirements.txt index eb4f6a9f4391..8ce3b30a9f16 100644 --- a/examples/language/bert/requirements.txt +++ b/examples/language/bert/requirements.txt @@ -6,5 +6,4 @@ tqdm transformers scipy scikit-learn -ptflops -xformers +ptflops \ No newline at end of file diff --git a/examples/language/bert/test.py b/examples/language/bert/test.py deleted file mode 100644 index b3070983f568..000000000000 --- a/examples/language/bert/test.py +++ /dev/null @@ -1,5 +0,0 @@ -def add(a, b): - breakpoint() - return a + b - -print(add(1, 2)) \ No newline at end of file From 5abfb15ceb774ef311f3084b0608009c72779a99 Mon Sep 17 00:00:00 2001 From: Pengtai Xu Date: Mon, 11 Sep 2023 11:32:13 +0800 Subject: [PATCH 11/11] clean up for pr --- examples/language/bert/Untitled.ipynb | 33001 ------------------------ examples/language/bert/finetune.py | 6 - 2 files changed, 33007 deletions(-) delete mode 100644 examples/language/bert/Untitled.ipynb diff --git a/examples/language/bert/Untitled.ipynb b/examples/language/bert/Untitled.ipynb deleted file mode 100644 index 4eb04e64bcc4..000000000000 --- a/examples/language/bert/Untitled.ipynb +++ /dev/null @@ -1,33001 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 21, - "id": "2ad7b4d4-e32e-44e5-940c-0c898348bc72", - "metadata": {}, - "outputs": [], - "source": [ - "from transformers import (\n", - " AlbertForSequenceClassification,\n", - " AutoConfig,\n", - " BertForSequenceClassification,\n", - " get_linear_schedule_with_warmup,\n", - ")\n", - "from colossalai.nn.optimizer import HybridAdam\n", - "from torch.optim import Adam" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "ef28564f", - "metadata": {}, - "outputs": [], - "source": [ - "model_name = \"albert-xxlarge-v2\"" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "a8049378", - "metadata": {}, - "outputs": [], - "source": [ - "cfg = AutoConfig.from_pretrained(model_name)" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "id": "c7a45549-cf7e-413d-b4a1-60e266f2b701", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Some weights of AlbertForSequenceClassification were not initialized from the model checkpoint at albert-xxlarge-v2 and are newly initialized: ['classifier.bias', 'classifier.weight']\n", - "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n" - ] - } - ], - "source": [ - "model = AlbertForSequenceClassification.from_pretrained(model_name, config=cfg).cuda()" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "id": "5435dcbb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "AlbertForSequenceClassification(\n", - " (albert): AlbertModel(\n", - " (embeddings): AlbertEmbeddings(\n", - " (word_embeddings): Embedding(30000, 128, padding_idx=0)\n", - " (position_embeddings): Embedding(512, 128)\n", - " (token_type_embeddings): Embedding(2, 128)\n", - " (LayerNorm): LayerNorm((128,), eps=1e-12, elementwise_affine=True)\n", - " (dropout): Dropout(p=0, inplace=False)\n", - " )\n", - " (encoder): AlbertTransformer(\n", - " (embedding_hidden_mapping_in): Linear(in_features=128, out_features=4096, bias=True)\n", - " (albert_layer_groups): ModuleList(\n", - " (0): AlbertLayerGroup(\n", - " (albert_layers): ModuleList(\n", - " (0): AlbertLayer(\n", - " (full_layer_layer_norm): LayerNorm((4096,), eps=1e-12, elementwise_affine=True)\n", - " (attention): AlbertAttention(\n", - " (query): Linear(in_features=4096, out_features=4096, bias=True)\n", - " (key): Linear(in_features=4096, out_features=4096, bias=True)\n", - " (value): Linear(in_features=4096, out_features=4096, bias=True)\n", - " (attention_dropout): Dropout(p=0, inplace=False)\n", - " (output_dropout): Dropout(p=0, inplace=False)\n", - " (dense): Linear(in_features=4096, out_features=4096, bias=True)\n", - " (LayerNorm): LayerNorm((4096,), eps=1e-12, elementwise_affine=True)\n", - " )\n", - " (ffn): Linear(in_features=4096, out_features=16384, bias=True)\n", - " (ffn_output): Linear(in_features=16384, out_features=4096, bias=True)\n", - " (activation): NewGELUActivation()\n", - " (dropout): Dropout(p=0, inplace=False)\n", - " )\n", - " )\n", - " )\n", - " )\n", - " )\n", - " (pooler): Linear(in_features=4096, out_features=4096, bias=True)\n", - " (pooler_activation): Tanh()\n", - " )\n", - " (dropout): Dropout(p=0.1, inplace=False)\n", - " (classifier): Linear(in_features=4096, out_features=2, bias=True)\n", - ")" - ] - }, - "execution_count": 60, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "7e4029ad", - "metadata": {}, - "outputs": [], - "source": [ - "no_decay = [\"bias\", \"LayerNorm.weight\"]\n", - "WEIGHT_DECAY = 0.01" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "ffef437f", - "metadata": {}, - "outputs": [], - "source": [ - "optimizer_grouped_parameters = [\n", - " {\n", - " \"params\": [p for n, p in model.named_parameters() if not any(nd in n for nd in no_decay)],\n", - " \"weight_decay\": WEIGHT_DECAY,\n", - " },\n", - " {\n", - " \"params\": [p for n, p in model.named_parameters() if any(nd in n for nd in no_decay)],\n", - " \"weight_decay\": 0.0,\n", - " },\n", - " ]" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "773160bd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[Parameter containing:\n", - " tensor([[ 0.0771, -0.0577, 0.0301, ..., -0.0146, 0.0590, -0.0838],\n", - " [ 0.1137, 0.1374, -0.0161, ..., -0.0743, -0.1042, -0.1193],\n", - " [ 0.0006, 0.0052, -0.0525, ..., -0.0322, 0.0433, 0.0114],\n", - " ...,\n", - " [-0.0059, 0.0670, 0.0760, ..., -0.2300, 0.1185, 0.0336],\n", - " [ 0.0391, -0.1243, 0.0297, ..., -0.0472, -0.1246, -0.1053],\n", - " [-0.1347, -0.0608, 0.0758, ..., 0.0126, -0.0360, 0.0759]],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([[-0.1195, 0.0082, -0.0661, ..., -0.0294, 0.1309, 0.0990],\n", - " [-0.0426, -0.0210, -0.0504, ..., 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0.8639, 0.8826, 0.8951,\n", - " 0.9021, 0.9081, 0.8711, 0.9089, 0.9003, 0.8644, 0.8243, 0.4171, 0.8461,\n", - " 0.9071, 0.8809, 0.8440, 0.8420, 0.9303, 0.9043, 0.9185, 0.7761, 0.8801,\n", - " 0.8777, 0.8956, 0.8651, 0.3741, 0.9125, 0.8279, 0.8863, 0.9568, 0.9130,\n", - " 0.9308, 0.9037, 0.2834, 0.8967, 0.9063, 0.8815, 0.8595, 0.8862, 0.8595,\n", - " 0.9078, 0.8376, 0.8270, 0.8330, 0.9077, 0.8695, 0.8746, 0.8756, 0.8910,\n", - " 0.8326, 0.8960, 0.8280, 0.9293, 0.8439, 0.8843, 0.9747, 0.9029, 0.8918,\n", - " 0.8340, 0.9228, 0.8763, 0.5711, 0.8947, 0.9175, 0.8911, 0.8977, 0.8908,\n", - " 0.9205, 0.9037, 0.8681, 0.8172, 0.8671, 0.8722, 0.8607, 0.9117, 0.8887,\n", - " 0.8645, 0.8427, 0.8681, 0.9256, 0.8530, 0.6331, 0.8565, 0.8803, 0.7949,\n", - " 0.8887, 0.9112, 0.8817, 0.8718, 0.9304, 0.9084, 0.8746, 0.9361, 0.8845,\n", - " 0.8872, 0.8587, 0.8798, 0.8725, 0.8966, 0.3244, 0.8557, 0.7890, 0.8897,\n", - " 0.8419, 0.8509, 0.8581, 0.8828, 0.9216, 0.9017, 0.7707, 0.9108, 0.8098,\n", - " 0.9066, 0.8178, 0.9126, 0.9510, 0.8832, 0.8151, 0.8725, 0.8795, 0.8997,\n", - " 0.8967, 0.8649, 0.3751, 0.8935, 0.7732, 0.9368, 0.8688, 0.8896, 0.8816,\n", - " 0.8823, 0.9228, 0.8957, 0.9060, 0.9271, 0.9419, 0.8766, 0.8950, 0.8504,\n", - " 0.8929, 0.8664, 0.3603, 0.9116, 0.9117, 0.8619, 0.8388, 0.8478, 0.8033,\n", - " 0.8349, 0.8558, 0.8909, 0.9125, 0.8740, 0.8953, 0.8341, 0.8763, 0.8494,\n", - " 0.8897, 0.8818, 0.8597, 0.9161, 0.8733, 0.3575, 0.9128, 0.8563, 0.8596,\n", - " 0.8857, 0.8927, 0.8683, 0.8929, 0.9100, 0.8581, 0.8916, 0.9047, 0.9335,\n", - " 0.8936, 0.3576, 0.8567, 0.9137, 0.8022, 0.8484, 0.8865, 0.8539, 0.8018,\n", - " 0.7964, 0.8703, 0.8703, 0.8715, 0.9090, 0.9053, 0.7068, 0.8064, 0.8901,\n", - " 0.8739, 0.8705, 0.8710, 0.8932, 0.3423, 0.8911, 0.8759, 0.9116, 0.8306,\n", - " 0.9239, 0.8675, 0.8874, 0.9189, 0.8805, 0.9231, 0.8938, 0.0893, 0.8046,\n", - " 0.8052, 0.9390, 0.9132, 0.8941, 0.8958, 0.9140, 0.8667, 0.8548, 0.8387,\n", - " 0.8630, 0.1531, 0.9126, 0.8283, 0.9090, 0.3610, 0.8953, 0.8742, 0.8377,\n", - " 0.9150, 0.9009, 0.8382, 0.9282, 0.9210, 0.9416, 0.9298, 0.8366, 0.8120,\n", - " 0.8995, 0.9162, 0.9217, 0.8715, 0.8563, 0.9000, 0.8472, 0.8983, 0.8892,\n", - " 0.8823, 0.8943, 0.9088, 0.8511, 0.9041, 0.8712, 0.6926, 0.9088, 0.8996,\n", - " 0.8979, 0.3115, 0.9052, 0.8958, 0.8547, 0.9021, 0.9065, 0.8612, 0.9080,\n", - " 0.8559, 0.9115, 0.8740, 0.8124, 0.9029, 0.9070, 0.8975, 0.9285, 0.8457,\n", - " 0.8160, 0.8196, 0.8904, 0.8613, 0.9282, 0.8853, 0.8926, 0.9372, 0.9101,\n", - " 0.8404, 0.8816, 0.8422, 0.9576, 0.8314, 0.9008, 0.8606, 0.9050, 0.8172,\n", - " 0.9053, 0.8068, 0.3706, 0.8758, 0.8680, 0.9558, 0.8983, 0.8546, 0.8458,\n", - " 0.8926, 0.9333, 0.8657, 0.9090, 0.8623, 0.8937, 0.8931, 0.8624, 0.8948,\n", - " 0.8467, 0.8906, 0.8558, 0.8929, 0.9050, 0.9152, 0.9015, 0.9238, 0.8295,\n", - " 0.9300, 0.8609, 0.8456, 0.8952, 0.8212, 0.9223, 0.8452, 0.8642, 0.8961,\n", - " 0.8735, 0.8625, 0.9424, 0.9192, 0.8447, 0.8661, 0.1741, 0.8413, 0.8128,\n", - " 0.8900, 0.9181, 0.8831, 0.8919, 0.9229, 0.9022, 0.8878, 0.9241, 0.8676,\n", - " 0.9140, 0.8971, 0.8902, 0.8600, 0.4131, 0.8796, 0.8501, 0.8333, 0.9113,\n", - " 0.9093, 0.8881, 0.8883, 0.9446, 0.8709, 0.9057, 0.9258, 0.8367, 0.9239,\n", - " 0.9440, 0.8931, 0.8713, 0.9279, 0.9033, 0.9183, 0.9104, 0.8797, 0.8418,\n", - " 0.9657, 0.8738, 0.8632, 0.8565, 0.8197, 0.8892, 0.3128, 0.9198, 0.9016,\n", - " 0.8746, 0.8265, 0.9062, 0.8387, 0.7941, 0.8618, 0.8994, 0.8790, 0.8075,\n", - " 0.8651, 0.7939, 0.9075, 0.8526, 0.9196, 0.8239, 0.8574, 0.9099, 0.8529,\n", - " 0.8431, 0.8975, 0.9211, 0.9451, 0.8933, 0.9079, 0.8607, 0.7929, 0.8643,\n", - " 0.8873, 0.8862, 0.9134, 0.9299, 0.7502, 0.8474, 0.8630, 0.9158, 0.8375,\n", - " 0.9456, 0.8130, 0.8500, 0.9144, 0.9410, 0.8897, 0.8587, 0.8965, 0.8335,\n", - " 0.8710, 0.8764, 0.8918, 0.9459, 0.9261, 0.8914, 0.8858, 0.9025, 0.8341,\n", - " 0.8275, 0.9246, 0.8769, 0.7869, 0.9064, 0.8805, 0.8635, 0.9058, 0.8922,\n", - " 0.7889, 0.8703, 0.9371], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.5915e-02, -1.9551e-02, 2.4239e-02, 8.9046e-02, -6.2811e-02,\n", - " -1.3259e-02, 1.3368e-02, -1.2601e-02, 4.4289e-03, 3.5345e-02,\n", - " -4.7754e-02, -1.3850e-02, 4.9743e-03, -1.0346e-01, -7.5715e-02,\n", - " 2.6812e-02, -2.0635e-02, -4.3696e-02, -5.6391e-02, -8.6585e-02,\n", - " -8.4264e-03, -3.7167e-02, -4.3100e-02, -2.3440e-02, 2.0096e-02,\n", - " -6.8347e-03, -6.1792e-02, -4.7181e-02, 3.5398e-03, -5.6818e-03,\n", - " -4.0273e-02, -1.0445e-01, -3.0861e-02, -4.7370e-02, -5.1382e-02,\n", - " 5.2509e-02, -6.0150e-03, -6.3076e-02, -3.2632e-02, -1.0294e-02,\n", - " -2.6134e-02, 3.2977e-02, 2.3532e-02, -3.7834e-02, -7.1279e-02,\n", - " 1.8800e-02, -4.8075e-02, -2.5656e-02, -1.0538e-01, 4.4619e-03,\n", - " -2.8683e-02, -5.9236e-02, 1.2326e-02, 1.2549e-01, -5.6910e-02,\n", - " -7.5655e-02, -3.9333e-02, 6.9859e-03, -6.4214e-02, -4.6906e-02,\n", - " -2.1134e-02, -4.0144e-02, -7.7445e-02, -5.1023e-02, 2.9909e-02,\n", - " 2.6647e-02, -4.1158e-02, -9.2278e-02, -4.4493e-02, -1.9326e-02,\n", - " -5.7582e-02, -3.1668e-03, 3.4696e-03, -1.6554e-02, 2.3527e-02,\n", - " -4.8038e-02, 9.7797e-03, -1.0442e-01, -4.8437e-02, 7.3197e-03,\n", - " -1.9734e-02, -4.2070e-02, -7.4608e-02, -8.5390e-04, -5.0404e-02,\n", - " -5.9856e-02, -4.1895e-02, -1.5177e-02, -6.5195e-02, 1.3958e-02,\n", - " -5.3032e-02, -2.6719e-02, -8.8763e-02, -9.3736e-02, -7.9080e-03,\n", - " -7.2518e-03, -6.7675e-03, 1.1923e-02, -1.0729e-03, 5.0090e-02,\n", - " -1.4544e-02, 9.8045e-03, -2.7189e-02, -9.0469e-03, -2.6189e-02,\n", - " -5.1260e-02, 6.2072e-03, -4.5944e-03, -4.2397e-02, -8.6799e-02,\n", - " 1.0473e-01, -4.4651e-02, -1.2098e-03, 4.8902e-02, -6.6317e-02,\n", - " -6.5932e-02, -6.2869e-02, -4.5771e-03, -1.2409e-02, -3.4328e-02,\n", - " -3.1108e-02, 6.1508e-01, -5.7233e-02, -3.1616e-02, 3.6678e-02,\n", - " -1.2333e-02, -4.1743e-02, 7.6624e-02, -4.7894e-02, 5.1988e-03,\n", - " -3.1304e-02, -1.2102e-03, 2.2624e-02, -8.7661e-02, 2.3106e-02,\n", - " -8.2632e-03, -3.9954e-03, -2.6696e-02, -2.7406e-02, 1.2978e-01,\n", - " -1.6759e-03, -5.2163e-02, -4.4482e-02, -1.1419e-02, -7.6521e-02,\n", - " 6.3131e-01, -2.7994e-02, 1.8642e-02, 1.4419e-02, 1.1243e-02,\n", - " -1.5756e-02, -3.2812e-03, 7.8419e-02, -2.1316e-02, -1.7731e-02,\n", - " -1.7104e-02, -2.1411e-02, 2.1579e-03, 7.5490e-03, -1.7664e-01,\n", - " -6.4108e-04, -4.8799e-02, -1.0787e-02, 2.0321e-02, -2.7500e-02,\n", - " -1.5150e-02, -2.5434e-02, -1.0745e-01, 1.8762e-01, 2.7139e-02,\n", - " -5.7344e-02, -5.7125e-02, -7.7040e-02, -6.8253e-04, -2.8963e-02,\n", - " -5.5552e-01, -7.3063e-02, -2.8202e-02, -9.1884e-02, -5.5053e-02,\n", - " -9.9699e-03, -2.3530e-02, 2.2338e-02, 1.1792e-02, -3.9402e-02,\n", - " -4.2718e-02, -7.0445e-02, -8.4193e-02, -1.5879e-02, -3.8651e-02,\n", - " -9.6151e-03, 2.3536e-02, -2.7933e-02, 4.9370e-02, -3.2360e-03,\n", - " 4.4905e-03, -1.4351e-02, -4.7481e-02, 5.6372e-02, 2.5966e-02,\n", - " -2.2563e-02, -1.2718e-01, -4.2220e-02, -1.7046e-02, 3.3547e-02,\n", - " -6.6450e-02, -5.1126e-02, -1.2893e-02, 4.5700e-02, -5.0845e-02,\n", - " -4.1066e-03, 1.1188e-02, -9.1059e-02, -3.1550e-02, -3.3693e-02,\n", - " -8.1856e-02, -8.6929e-02, -4.9886e-02, -3.7611e-02, -7.4728e-02,\n", - " -8.2650e-02, -1.6736e-03, -3.9741e-02, -4.0385e-02, 2.5962e-02,\n", - " -1.1098e-01, -5.4296e-02, -5.1232e-03, -4.8667e-02, 3.3547e-02,\n", - " -7.9387e-03, 1.7725e-02, 4.1061e-02, 2.0418e-02, 8.8616e-03,\n", - " -2.1618e-02, -4.0198e-02, -1.0598e-01, -3.6634e-02, 1.2662e-02,\n", - " -2.1713e-02, 2.8119e-03, -3.4493e-02, -5.1686e-03, 1.8638e-02,\n", - " -1.2686e-01, 8.6229e-03, 2.7526e-02, -4.0473e-02, 1.8166e-02,\n", - " -5.8837e-03, -1.6472e-02, 1.7345e-02, -9.9164e-02, -5.7288e-02,\n", - " -5.2321e-02, 1.6784e-02, -4.9069e-02, -4.7374e-02, -5.9768e-02,\n", - " -3.3697e-02, -2.1515e-02, -6.7439e-02, -2.5190e-03, -4.5390e-02,\n", - " -6.3062e-02, -6.6929e-03, 7.1754e-03, -1.1063e-02, -6.1783e-03,\n", - " -3.5333e-04, -3.5153e-02, -4.2905e-02, -1.4619e-02, 3.9847e-02,\n", - " -2.7761e-02, -7.3141e-02, -1.0278e-02, -2.2473e-02, -8.3281e-03,\n", - " -4.7029e-02, -3.7808e-02, -1.4231e-03, -1.5028e-01, 1.4308e-02,\n", - " 1.9772e-02, -6.9576e-03, -8.7298e-03, -3.0035e-02, -2.1216e-02,\n", - " -1.8634e-02, -1.8011e-02, -1.8625e-02, -7.3722e-02, -1.1419e-02,\n", - " -5.4381e-02, -7.2602e-02, -5.6164e-02, 4.9254e-03, 2.8565e-02,\n", - " -3.2194e-02, 3.3299e-02, 9.2594e-03, -1.4165e-02, 6.2481e-03,\n", - " -9.1849e-02, -6.1673e-02, -1.9788e-02, 8.0208e-01, 3.8315e-03,\n", - " 7.3194e-03, -2.7890e-03, -4.5539e-02, 3.4170e-02, -5.8225e-02,\n", - " 4.7824e-02, -3.0348e-02, -9.3666e-03, -2.2191e-02, -4.2016e-02,\n", - " -3.2741e-02, -4.6574e-02, -3.0170e-02, 1.2240e-02, -4.0513e-02,\n", - " -5.1817e-02, -4.1886e-02, -6.0936e-02, -1.6476e-02, -4.5148e-02,\n", - " -5.2216e-02, -8.4434e-02, 4.1617e-02, 1.5191e-02, -6.4686e-03,\n", - " -7.0176e-02, -4.5118e-02, -1.1611e-03, -2.9325e-02, 1.9957e-02,\n", - " -3.3062e-02, -5.7241e-03, -3.4643e-02, -1.8349e-02, -3.8300e-02,\n", - " 4.2363e-02, -2.9268e-03, 1.6553e-02, -2.5765e-02, -5.7496e-02,\n", - " 2.9435e-02, -1.9588e-02, -5.3201e-02, -1.5394e-01, 6.0334e-03,\n", - " 3.9881e-02, 6.9188e-03, -6.4305e-02, -5.9645e-03, -5.3314e-02,\n", - " -3.7108e-02, -3.0492e-02, -5.4900e-02, -1.3776e-02, -4.4202e-02,\n", - " -1.3504e-02, 1.9884e-03, -6.2694e-02, -9.7083e-03, -2.9480e-02,\n", - " -4.7304e-02, -2.8082e-02, -5.3774e-02, -1.5157e-02, 3.7363e-02,\n", - " -7.8915e-03, -1.2612e-02, -3.1819e-02, 2.9497e-02, -6.3238e-02,\n", - " -4.4190e-02, 8.2589e-02, 3.4296e-03, -5.5870e-02, -1.4455e-03,\n", - " -4.9274e-02, -3.3716e-02, -1.6712e-03, -7.8818e-02, 1.3456e-04,\n", - " -4.2685e-02, -5.5039e-02, -8.0704e-04, -5.3792e-02, -4.3908e-02,\n", - " -4.2086e-02, -2.0246e-02, -9.8204e-03, 1.1588e-02, -5.2375e-03,\n", - " -1.0368e-01, 8.1678e-02, 2.4802e-02, -2.1297e-02, -9.7985e-03,\n", - " -5.9728e-02, 1.5593e-02, -2.7538e-02, -7.1796e-02, -2.6682e-02,\n", - " -9.7993e-03, -6.1281e-03, -1.3567e-02, 4.6011e-02, -3.6998e-02,\n", - " -2.9911e-02, -3.7790e-03, 6.2445e-02, -4.7371e-02, -2.5641e-02,\n", - " -3.3513e-02, 3.3076e-02, -3.4258e-03, -6.4098e-02, 6.2438e-03,\n", - " -2.5948e-03, -2.0595e-02, 5.8018e-03, -1.6952e-02, -3.1340e-02,\n", - " 9.2013e-03, 4.3807e-03, -2.9900e-02, -4.6831e-02, -3.2926e-02,\n", - " -4.3346e-02, -5.5193e-02, -3.0171e-02, -4.6218e-02, 4.4061e-03,\n", - " -9.8874e-02, -4.5176e-02, -1.1195e-02, -2.7977e-02, -7.3573e-02,\n", - " 1.1170e-02, 3.1528e-03, -3.4605e-02, 3.5081e-02, -2.1169e-02,\n", - " -8.5231e-02, -4.1800e-02, -7.9768e-03, -3.4629e-02, -5.7468e-02,\n", - " -4.7183e-02, -2.8348e-02, -3.6573e-02, -2.6794e-03, -1.7779e-02,\n", - " -1.4600e-02, -1.0303e-01, 3.5081e-03, -2.5528e-02, -4.9287e-02,\n", - " 3.8913e-02, -5.2635e-02, -9.3173e-02, -4.1900e-02, -4.4379e-03,\n", - " -4.4030e-02, -9.7478e-02, -2.3247e-03, -5.1886e-02, -1.7192e-02,\n", - " -1.0453e-01, -4.2942e-02, 1.8478e-02, 1.2559e-04, -1.8215e-02,\n", - " -2.0113e-02, -4.5295e-02, -1.4194e-01, -3.1605e-02, -6.3404e-02,\n", - " -3.7623e-02, -6.0113e-02, -1.3319e-02, 1.1182e-02, -1.3580e-02,\n", - " -2.4558e-02, 2.4573e-02, -6.4949e-02, 3.2738e-02, 2.5244e-03,\n", - " -4.8500e-02, -2.2500e-01, -2.6963e-02, -1.0417e-02, -4.8178e-02,\n", - " -5.7472e-02, 7.4324e-03, -3.0408e-02, 4.2802e-02, 2.3494e-02,\n", - " 7.9873e-02, -3.8498e-03, 3.8484e-03, -2.9699e-02, 1.0604e-02,\n", - " -3.2911e-02, 5.0820e-02, -5.2097e-02, -1.1356e-02, -1.6708e-02,\n", - " 8.7562e-03, -2.1074e-03, -7.0831e-02, 4.1871e-03, -6.0861e-02,\n", - " 9.9281e-03, -1.7498e-02, -4.1576e-02, -4.8107e-02, -3.5936e-04,\n", - " -3.7300e-02, -3.3615e-02, 9.3065e-03, -2.8743e-02, 3.3892e-01,\n", - " 1.5589e-02, -1.2075e-02, 6.6061e-03, -5.2829e-02, 1.5670e-03,\n", - " 4.6090e-03, -1.8197e-02, -1.4730e-02, -4.7913e-02, -5.0891e-02,\n", - " -4.0786e-02, 5.8770e-01, -6.4010e-02, -3.2896e-02, -4.6990e-02,\n", - " 3.4083e-02, -5.3831e-02, 8.2924e-03, -2.8368e-02, -7.9581e-02,\n", - " -3.3436e-02, -1.5637e-02, -4.1197e-02, -1.0807e-02, -4.7561e-02,\n", - " -2.3212e-03, -7.9414e-02, -6.0072e-02, -4.9086e-02, 2.9513e-02,\n", - " -2.1450e-02, -5.3149e-02, -3.6076e-02, -1.6571e-03, -6.2381e-02,\n", - " -6.6562e-02, -2.9433e-02, -4.5580e-02, 1.0057e-01, -4.5016e-02,\n", - " -3.4638e-02, 2.1939e-02, -3.1183e-02, 3.4385e-02, -5.1813e-02,\n", - " -8.3614e-02, -5.7168e-02, 1.2340e-03, -2.0756e-02, -2.6120e-02,\n", - " -4.4349e-02, 2.2629e-02, -3.6499e-02, -7.4934e-02, -5.3121e-02,\n", - " -3.3120e-02, -2.8963e-02, -7.9662e-02, -8.9498e-03, -4.6545e-03,\n", - " -1.6556e-02, 2.1857e-02, -2.8907e-02, -3.7812e-02, -5.4892e-02,\n", - " -3.4956e-02, -4.2588e-02, -7.1425e-02, 1.5524e-02, -3.1012e-02,\n", - " -6.1514e-02, 2.8281e-04, -1.8246e-02, -5.7785e-02, -7.1134e-02,\n", - " -1.8365e-03, -5.5846e-02, 1.3763e-02, 1.6217e-02, -3.6842e-02,\n", - " 8.6093e-03, -2.2123e-02, -3.4059e-02, 1.3480e-02, 2.1419e-02,\n", - " -5.8765e-02, -2.1433e-02, 1.2538e-02, 2.3434e-02, -5.7161e-02,\n", - " -4.8857e-02, -3.1402e-02, -3.3618e-02, 1.5734e-02, -1.7967e-02,\n", - " 1.1478e-02, 1.1616e-02, -5.8076e-02, -3.0479e-02, -7.3423e-03,\n", - " -1.0336e-02, -6.3839e-02, -6.6791e-02, -1.2612e-02, -3.2404e-02,\n", - " -6.7228e-02, -5.3619e-02, -2.7398e-02, -7.7866e-02, 5.1737e-02,\n", - " -2.5613e-02, 1.1497e-02, 1.3377e-02, -5.3409e-02, -4.9095e-02,\n", - " -2.2944e-02, 2.5084e-03, -2.5901e-02, -5.7878e-02, -6.1535e-02,\n", - " -1.7601e-02, 3.0494e-02, 1.9008e-04, -8.8127e-02, 4.1211e-01,\n", - " -5.1857e-02, -5.3548e-02, 1.5308e-02, -1.1714e-01, -2.2206e-03,\n", - " -1.2477e-03, 2.6556e-02, -3.5507e-02, -5.7006e-02, 3.4786e-02,\n", - " -4.6205e-03, -7.0835e-02, -2.1287e-02, -1.0036e-01, -8.3618e-03,\n", - " -1.0289e-01, -4.1975e-02, -3.5961e-05, -7.5675e-02, 1.9396e-02,\n", - " -3.7410e-02, 4.2746e-02, 5.0878e-03, 1.1096e-02, 1.6870e-02,\n", - " -4.5282e-02, -3.0101e-02, 4.7371e-03, -6.1676e-02, 4.0941e-02,\n", - " -3.1624e-02, -9.7934e-03, 1.2703e-02, -1.4288e-02, -8.3961e-02,\n", - " -7.7898e-02, -6.4819e-02, -3.2725e-02, -1.6302e-02, -2.3457e-02,\n", - " -1.1265e-02, -6.2687e-02, -7.6259e-02, -2.2835e-02, -2.5439e-02,\n", - " -2.4275e-02, -4.0159e-02, 1.8949e-02, -5.8023e-02, 9.1777e-02,\n", - " -6.6573e-02, -2.8843e-02, -1.1038e-01, 1.0182e-02, 5.3695e-02,\n", - " -5.3867e-02, -7.2295e-03, 1.9030e-02, -1.3369e-02, -6.8040e-02,\n", - " -8.5284e-03, -1.7947e-03, -4.6275e-02, 1.1811e-02, -2.4199e-02,\n", - " -1.1963e-02, -4.9817e-02, -3.2041e-02, -3.5187e-02, -1.6900e-02,\n", - " 5.3006e-02, -4.8574e-02, -5.8965e-03, 4.1262e-02, -4.1019e-02,\n", - " -1.0224e-02, -4.6405e-02, 2.5255e-02, -9.2840e-03, -5.2485e-02,\n", - " -4.3174e-02, -5.2193e-02, 1.9306e-02, 4.4194e-02, -6.9535e-02,\n", - " 2.6020e-02, -4.7134e-02, -4.4771e-02, 2.4170e-02, -3.9867e-02,\n", - " -2.1866e-02, -4.8301e-02, -1.4754e-02, 1.3661e-03, -1.0784e-01,\n", - " -3.0805e-02, -2.7660e-02, -4.8102e-02, -9.1866e-03, 7.9246e-03,\n", - " -7.7543e-02, 4.5545e-02, -2.2095e-02, 1.2343e-02, -4.7419e-02,\n", - " -3.0890e-02, -4.7592e-02, -3.6342e-02, 6.3097e-04, -4.9002e-02,\n", - " -2.9923e-02, 2.1318e-02, 3.0553e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.8489e-01, -3.3124e-01, -4.3010e-01, 3.7446e-01, -2.9812e-01,\n", - " 4.1033e-01, 1.3646e-02, 2.9376e-01, 2.3383e-01, -1.2945e-01,\n", - " 1.3669e-01, 4.5210e-01, -1.0082e-01, 1.1044e-01, 4.3167e-01,\n", - " 5.6541e-01, 3.0794e-02, -4.6629e-02, -3.1482e-01, -1.1942e-01,\n", - " 6.1346e-03, 6.2427e-03, 2.3396e-03, 4.7037e-01, -2.2886e-02,\n", - " -6.2375e-02, -7.1073e-02, 5.8564e-01, -4.2026e-01, -3.4540e-03,\n", - " 3.2105e-01, -1.8254e-02, -1.3706e-01, -2.3993e-01, 5.9321e-02,\n", - " -7.8094e-02, -7.2291e-02, -1.2547e-01, 5.4023e-01, -7.8405e-02,\n", - " -2.5014e-01, -4.0590e-01, -3.7391e-01, -1.3888e-01, -7.1713e-01,\n", - " -4.6858e-01, -1.2957e-01, -3.6054e-01, 3.2525e-02, 2.0976e-01,\n", - " 4.2818e-01, -1.9358e-03, 6.7248e-01, -1.7651e-01, 2.9992e-01,\n", - " -2.9333e-01, 4.1232e-01, 8.0839e-02, -1.7654e-01, -2.7399e-01,\n", - " 6.4752e-01, 6.0843e-02, -3.3030e-01, 1.7246e-01, 2.7914e-03,\n", - " -3.1521e-01, 8.2644e-02, -1.9958e-02, 2.1809e-01, 1.7399e-01,\n", - " -2.6624e-01, -4.0962e-01, 7.9974e-02, 1.9369e-01, -4.8293e-02,\n", - " -1.2614e-01, -1.9763e-01, -6.5171e-02, 1.5967e-01, -1.4000e-01,\n", - " 6.2880e-02, -2.7356e-01, -5.9934e-02, 2.3066e-01, -2.7862e-01,\n", - " 1.9154e-01, 2.3168e-01, 2.6202e-01, -8.6124e-02, 2.2699e-01,\n", - " 3.5047e-01, -2.3871e-01, -1.5331e-01, -2.2481e-01, 1.3997e-01,\n", - " 1.4192e-01, -8.3620e-02, 4.0302e-03, -1.8222e-01, 1.5280e-01,\n", - " 4.0887e-02, -5.8838e-02, 2.7807e-01, 1.7975e-01, 7.7742e-01,\n", - " -2.4235e-01, -2.4671e-01, 1.4599e-01, 6.3281e-03, -1.1179e-01,\n", - " 1.1025e-02, 2.8746e-01, 1.7988e-01, 7.7579e-02, 1.1463e-01,\n", - " -6.6896e-01, 1.1587e-01, 7.5706e-02, -8.8695e-02, -2.5169e-01,\n", - " 1.4984e-01, -7.2795e-02, -8.8063e-02, -1.2028e-01, -1.7058e-01,\n", - " 7.6667e-02, -2.1375e-01, 2.0073e-01, 1.9583e-01, 8.0408e-01,\n", - " -5.3779e-01, -1.1702e-02, -1.0567e-02, 1.0582e-01, -7.5998e-02,\n", - " 2.3731e-01, -1.5354e-01, -5.4487e-02, -2.0449e-01, -2.2857e-01,\n", - " 1.8506e-01, -5.7091e-02, 2.5378e-01, -7.9125e-01, -9.3032e-02,\n", - " 2.8279e-02, 1.9584e-01, -5.0331e-02, -7.9867e-02, -3.0853e-01,\n", - " 2.2363e-01, 8.4720e-01, 2.3935e-01, 2.2835e-01, -5.2848e-01,\n", - " 2.8211e-01, 2.5441e-01, 8.0123e-02, -1.5332e-01, 6.7468e-01,\n", - " 5.6864e-01, -5.2057e-01, 3.9703e-01, 2.6251e-01, -5.9847e-01,\n", - " 4.1609e-01, -7.9105e-03, -6.9898e-01, -2.0899e-01, -4.8142e-02,\n", - " -4.6933e-01, -6.8433e-01, 1.4434e-01, 3.4654e-01, -1.7598e-01,\n", - " -7.1655e-02, -6.9113e-01, -2.4736e-01, -1.2397e-01, 8.4316e-01,\n", - " -4.9706e-01, 5.6946e-01, 4.4711e-01, 6.4052e-02, 3.0408e-01,\n", - " -9.8506e-02, -6.5089e-01, -1.8741e-01, 5.7123e-01, -1.1437e-01,\n", - " -4.9258e-01, -2.9165e-01, -8.0386e-01, 1.0950e-01, 1.6421e-01,\n", - " -1.5547e-01, 9.8606e-02, -1.6412e-02, 4.8571e-01, -8.2606e-02,\n", - " 3.5631e-02, 7.2864e-02, 8.7598e-02, 5.9679e-01, -8.7582e-02,\n", - " -2.9564e-01, 1.0702e-01, -1.5818e-01, 1.1894e-01, 1.4497e-01,\n", - " 4.8879e-01, 3.0176e-03, 2.2842e-01, -4.2859e-01, -2.7235e-01,\n", - " -5.3011e-01, -5.5786e-01, -5.8997e-02, 7.9632e-01, -5.8626e-02,\n", - " -9.8919e-02, 3.2998e-01, -1.0507e+00, 1.3438e-01, 1.4008e-02,\n", - " -9.2981e-02, 1.5252e-01, -9.1765e-02, 1.0015e-01, 6.3314e-01,\n", - " 6.5774e-01, 6.1555e-02, -1.4645e-01, -3.5250e-01, -2.2083e-01,\n", - " -1.9874e-01, -1.8764e-01, 3.0088e-01, 2.3735e-02, 6.5133e-02,\n", - " -4.2923e-01, 7.1600e-02, -1.3129e-01, 8.2515e-02, -1.0584e-01,\n", - " -7.9495e-02, 9.3183e-03, 4.6218e-02, 1.2027e-01, 2.4649e-01,\n", - " -6.9316e-01, -1.2578e-02, -3.0331e-02, 1.2410e-01, -1.1400e-01,\n", - " -1.5678e-01, -1.6651e-01, 3.6195e-02, -2.3504e-01, -3.6726e-03,\n", - " -1.0161e-01, 3.6750e-01, 3.1852e-01, -5.9106e-02, 3.4217e-02,\n", - " -2.1754e-01, -2.3551e-01, 3.6103e-02, 2.1071e-01, 2.7611e-01,\n", - " -5.0213e-02, -3.7366e-01, -1.2157e-01, 4.2925e-01, -3.1812e-02,\n", - " 2.9549e-01, 4.0182e-02, 1.3434e-02, -9.9949e-02, 1.4390e-01,\n", - " 3.1268e-01, 1.8284e-01, 3.7054e-01, 3.5790e-01, -5.0184e-01,\n", - " 3.2587e-01, -4.4592e-02, -4.0465e-02, -5.2859e-02, -2.3924e-01,\n", - " 2.0782e-01, -1.1638e-01, 1.3380e-01, 2.2811e-05, -3.3404e-01,\n", - " 1.2057e-02, -4.9895e-01, 3.3536e-02, 6.2386e-04, -1.2601e-01,\n", - " 4.3579e-01, 2.9640e-01, -2.4240e-01, 1.9250e-01, -2.6214e-01,\n", - " -2.3481e-01, -2.2642e-01, 1.6777e-01, 6.1690e-02, -2.2819e-01,\n", - " -1.2938e-01, 1.3654e-01, -2.1470e-01, 2.1265e-02, 4.6027e-01,\n", - " 1.8301e-01, -1.4006e-01, -1.7721e-01, 1.1944e-01, 3.4722e-01,\n", - " -3.3319e-01, -2.6829e-01, 3.8216e-01, -2.3281e-01, 2.1406e-01,\n", - " -3.0431e-01, -1.9031e-01, 1.7175e-01, 2.1221e-01, -2.5501e-01,\n", - " 9.7685e-02, -1.5392e-01, 2.6573e-01, -2.4665e-02, 8.4981e-02,\n", - " 4.4930e-01, 3.4780e-02, -5.8937e-01, 6.6458e-02, -8.5723e-02,\n", - " -1.5427e-02, 4.0723e-01, -4.4214e-01, -2.1413e-01, -2.0542e-01,\n", - " -3.1949e-02, -4.7780e-01, 9.8478e-02, 1.2287e-01, -8.9370e-03,\n", - " -4.4878e-01, 2.8186e-02, 1.9152e-01, -3.1188e-01, -4.0081e-01,\n", - " -3.2500e-01, -6.2002e-01, 4.0043e-01, 1.5841e-01, 6.8662e-03,\n", - " -3.8604e-01, 2.0595e-01, -8.2857e-03, -3.3911e-01, 4.6291e-01,\n", - " 1.3700e-01, 1.8122e-01, 3.8649e-01, 3.1338e-02, -1.0855e-01,\n", - " -2.3737e-01, 1.7963e-01, 2.3472e-01, -1.3365e-01, -2.6631e-01,\n", - " 1.3512e-01, -2.9656e-01, -3.5300e-01, -1.1167e-01, 1.0656e-01,\n", - " 9.2364e-03, 4.1374e-01, -1.8846e-01, 6.8195e-02, 2.5161e-01,\n", - " 2.0155e-01, 1.7245e-01, -3.0406e-01, -5.3754e-01, -9.8802e-02,\n", - " -6.1822e-01, 6.0034e-02, -1.1062e-01, -3.4004e-01, -3.3975e-01,\n", - " -3.4871e-01, -6.2921e-01, -1.6038e-01, -2.0739e-01, -5.2669e-01,\n", - " 6.4463e-01, 1.9417e-01, 1.9179e-01, 3.1634e-01, 7.5406e-02,\n", - " 3.1964e-01, -1.9367e-01, 1.7780e-01, -2.4591e-01, 4.4233e-01,\n", - " 7.6408e-02, 1.8460e-01, -2.6214e-01, -2.4562e-01, -1.6472e-02,\n", - " -4.8757e-01, 1.0493e-01, 3.1760e-01, 4.1078e-01, 8.8522e-02,\n", - " -1.6435e-01, 6.7121e-01, -3.1974e-01, -2.9294e-01, -7.9923e-02,\n", - " 2.6307e-01, -2.3833e-01, 2.6378e-01, -3.9119e-03, 8.4737e-02,\n", - " 8.5894e-02, 1.8480e-02, 4.6933e-02, 4.9697e-02, -6.4783e-02,\n", - " -1.6955e-02, 2.4569e-01, -1.5759e-01, 4.2826e-01, 2.9507e-01,\n", - " -5.2655e-01, -3.5639e-02, 1.6804e-01, 1.8988e-01, -4.6370e-01,\n", - " -4.0561e-01, -1.0397e-01, 5.4172e-01, -9.5854e-02, -8.3530e-02,\n", - " 1.6633e-01, 9.7900e-02, 1.8279e-01, 2.3489e-02, 3.0400e-01,\n", - " 1.2061e-01, -3.8661e-02, -2.3256e-02, -7.8310e-03, -1.3773e-01,\n", - " -6.3753e-02, -1.2067e-02, 6.3794e-02, -8.2140e-02, -3.0764e-01,\n", - " 7.0755e-02, -2.2271e-02, 1.3317e-02, -1.8396e-01, 5.3562e-01,\n", - " -3.4545e-01, -1.6799e-01, 2.1540e-01, -1.3484e-01, -2.5042e-01,\n", - " 1.5494e-01, 1.3751e-01, 3.1874e-01, -3.5636e-01, -3.9095e-01,\n", - " 5.4927e-02, 1.7744e-01, -4.0647e-02, -3.4816e-01, -3.3862e-01,\n", - " 1.2014e-01, 1.0037e-01, 7.2566e-02, 1.9097e-01, -2.9248e-02,\n", - " -1.4208e-01, -2.4115e-02, 3.4548e-01, -1.6913e-02, -5.9503e-02,\n", - " -1.2607e-01, 1.2017e-01, -9.7285e-02, 1.8291e-01, -1.2640e-01,\n", - " 1.6645e-01, 3.5463e-01, -3.5151e-01, -1.0328e-01, 1.2796e-02,\n", - " -6.9293e-02, -1.5903e-02, -2.7752e-01, -2.8554e-02, -8.3444e-02,\n", - " 1.6626e-01, 7.4505e-02, -3.8310e-02, 2.3652e-01, 7.4211e-02,\n", - " 3.2458e-01, -9.5230e-02, -1.2735e-01, -1.4911e-01, 4.2945e-03,\n", - " 1.2329e-01, 4.5511e-02, 1.6727e-01, 1.5782e-01, -7.6551e-02,\n", - " 9.5974e-02, -1.1994e-01, 4.2694e-01, 1.2616e-01, 5.8838e-01,\n", - " -9.5423e-02, -1.8001e-01, 2.0003e-01, -1.6516e-01, -1.2687e-01,\n", - " 5.8683e-02, -4.1033e-01, -4.0685e-01, -2.2603e-01, -1.2122e-01,\n", - " -3.0156e-02, 2.9536e-01, -2.5043e-01, 4.9295e-01, -9.2336e-02,\n", - " -1.6443e-02, 1.8238e-01, 1.7239e-01, 1.0355e-01, 1.3262e-01,\n", - " -1.5995e-01, -8.9557e-02, -1.0280e-02, 1.8755e-01, -1.4478e-01,\n", - " 2.1211e-01, 8.2291e-02, -1.4416e-01, -5.9518e-02, -2.7810e-01,\n", - " -3.6406e-01, 2.0069e-01, -7.5342e-02, 5.3550e-01, 2.2564e-01,\n", - " 3.7749e-01, -2.0449e-01, -3.3006e-01, -1.8984e-01, -2.3725e-01,\n", - " 8.5168e-02, 1.1236e-01, -2.4219e-02, -1.2992e-02, -2.9712e-01,\n", - " 7.7757e-01, -3.4466e-01, -3.1202e-01, 3.0804e-02, -9.8628e-02,\n", - " 3.5855e-01, 1.8864e-01, 8.6580e-02, 8.1437e-02, -1.6036e-01,\n", - " -4.5756e-01, 1.1505e-01, 2.0563e-01, -2.4954e-01, 2.9659e-01,\n", - " -1.9837e-02, -2.7788e-01, 1.4430e-01, -1.7585e-01, -1.5643e-01,\n", - " 2.1243e-01, 5.4225e-01, -1.2717e-01, 3.5752e-02, -4.5371e-01,\n", - " 6.3445e-01, 4.4256e-01, -1.3321e-01, 2.4148e-01, -2.1610e-01,\n", - " 8.4087e-03, 5.7336e-01, 5.9437e-03, -1.8614e-02, 8.5323e-02,\n", - " 2.4101e-01, -1.6399e-01, -1.7986e-02, 3.5469e-01, -4.2490e-01,\n", - " -2.0145e-01, 3.1705e-01, 2.2076e-01, -3.3602e-02, -2.1430e-02,\n", - " 4.4792e-01, -2.9726e-01, -3.5473e-01, 9.7687e-02, -1.8860e-01,\n", - " -3.9589e-01, 2.6746e-01, 2.6482e-01, -5.1057e-01, 1.2503e-01,\n", - " 5.3045e-02, -1.5927e-01, 5.5048e-01, -2.0582e-01, -3.7131e-01,\n", - " 1.7405e-01, 4.1754e-01, 4.1048e-01, -1.1612e-01, -3.4101e-01,\n", - " -2.2326e-01, 2.6615e-01, 1.8053e-01, 2.1057e-01, 8.1299e-01,\n", - " -3.3159e-01, 3.0038e-01, 5.7480e-01, 2.1212e-01, 2.8898e-01,\n", - " 1.1549e-01, 1.2008e-01, -6.0377e-01, -2.1497e-01, 9.4900e-02,\n", - " -2.8878e-01, 5.4186e-01, 5.3945e-02, 7.6496e-02, 1.2587e-01,\n", - " -1.1557e-01, 6.9715e-02, -3.8356e-01, 1.2184e-01, 8.6199e-01,\n", - " -8.1979e-03, -4.3190e-02, 1.7237e-01, -1.3230e-01, 2.8381e-01,\n", - " 3.7719e-02, 7.2773e-02, 6.2169e-01, 6.9022e-02, -5.2975e-02,\n", - " 2.0351e-01, 2.5533e-01, -2.1431e-01, -5.0973e-01, 4.2319e-01,\n", - " 4.4431e-01, 6.4152e-02, -3.5149e-01, 8.8540e-02, -1.8374e-01,\n", - " 1.0901e-01, 9.6155e-02, 6.4958e-01, 2.1728e-01, -3.2295e-01,\n", - " 1.6695e-01, 6.9910e-02, 1.5084e-02, 1.0388e-01, -2.0169e-01,\n", - " 1.3433e-01, -9.2763e-02, -6.5765e-01, 4.1478e-02, -2.6200e-02,\n", - " -4.6310e-01, 4.0830e-01, -7.6598e-02, 4.2069e-01, 1.2944e-01,\n", - " 2.4124e-01, -7.1374e-02, -3.2460e-01, -9.6200e-03, -1.1448e-01,\n", - " -1.4036e-01, 3.8453e-01, -2.6108e-01, -4.5603e-02, -9.7946e-02,\n", - " -3.0831e-01, 3.4762e-01, 1.9457e-01, 9.4705e-03, -1.1948e-01,\n", - " 1.3706e-01, -2.1643e-01, -2.9995e-02, 3.2656e-01, 3.3158e-01,\n", - " -8.0044e-02, 5.4864e-02, -6.1310e-02, -1.6047e-01, -3.1118e-01,\n", - " 2.7460e-02, -7.0083e-02, 3.6356e-01, -2.5512e-01, 2.6982e-01,\n", - " -5.0741e-01, 9.1735e-02, 3.1772e-02, -1.3808e-01, -6.6558e-02,\n", - " -2.1381e-01, -2.6414e-01, -3.5044e-01, 5.4390e-02, -1.4077e-01,\n", - " 2.1261e-01, 4.7681e-01, -4.1564e-02, 2.3639e-01, 2.1278e-01,\n", - " 2.0354e-01, 1.2608e-01, -1.3074e-02, -1.4925e-01, 2.8512e-02,\n", - " 1.4976e-01, -7.3337e-03, -1.5981e-01, -1.3514e-01, -1.7065e-02,\n", - " 2.0874e-01, 5.1820e-02, 3.1308e-01, 1.6592e-02, -2.2513e-01,\n", - " 1.8471e-01, -1.1109e-01, -7.6860e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.0431e-03, 3.5106e-04, -2.4626e-03, -1.0567e-04, -1.1928e-03,\n", - " 2.6925e-03, 2.2769e-03, 8.4066e-04, 2.2366e-03, 8.5631e-04,\n", - " 9.5796e-04, 1.4070e-03, 6.3313e-04, -1.6668e-03, -3.9759e-03,\n", - " 1.9305e-03, 2.1245e-04, -6.6218e-03, -9.6426e-04, -1.3669e-03,\n", - " 2.8618e-03, 3.8692e-03, -5.1340e-04, 8.7632e-04, 5.8980e-04,\n", - " -3.4487e-03, -1.0480e-03, -2.9190e-04, -3.7491e-03, -1.1196e-02,\n", - " -3.0301e-03, -9.7091e-04, -1.7841e-03, 1.2603e-03, 1.1210e-03,\n", - " 1.1750e-03, -5.4153e-04, -3.1819e-03, 2.5912e-03, 2.1706e-04,\n", - " -3.3490e-04, -4.9331e-04, -1.8153e-03, -8.6359e-03, -2.5329e-03,\n", - " -3.0781e-03, -2.6580e-04, -5.3357e-04, 1.7155e-03, -4.6053e-04,\n", - " -1.3000e-03, 6.0365e-04, 9.6582e-04, -4.4838e-03, 1.1874e-03,\n", - " -1.5509e-03, 2.0464e-03, 2.3995e-03, 1.0435e-03, -7.9156e-04,\n", - " -1.9315e-03, 4.0070e-03, -1.5505e-03, -2.8468e-03, -4.1579e-03,\n", - " -2.2358e-03, 3.0939e-03, 2.3025e-03, -5.7412e-03, -6.5179e-04,\n", - " 1.4284e-03, 5.6102e-03, 7.5654e-05, -2.7413e-04, -2.3201e-04,\n", - " 7.3014e-03, 4.9583e-03, 2.7453e-03, -2.1549e-03, 5.1880e-03,\n", - " -5.8259e-04, 3.0841e-03, -1.7244e-03, -5.9742e-03, -2.4615e-03,\n", - " 3.6710e-03, 1.2727e-03, -9.1166e-03, 2.1024e-03, -2.0577e-03,\n", - " -2.7588e-04, 1.9125e-03, 2.1786e-04, 5.8409e-03, 4.5047e-04,\n", - " -6.4889e-03, 1.4768e-03, 7.0867e-04, 2.9707e-03, 3.7071e-03,\n", - " 6.1321e-04, -1.6805e-03, -1.0285e-03, 7.6123e-04, -3.7541e-03,\n", - " 1.3802e-03, 4.0661e-03, 1.3468e-03, 2.0691e-03, 7.0522e-04,\n", - " -1.0956e-03, 1.5189e-04, 1.0138e-04, 5.2394e-03, 6.2775e-04,\n", - " -7.7419e-04, -1.0243e-03, 2.2899e-03, 8.2127e-05, 3.4014e-04,\n", - " 3.2373e-04, -5.0135e-03, 4.9464e-03, -2.3620e-03, -3.2513e-03,\n", - " -9.0608e-03, 3.7853e-05, -3.1300e-04, 6.0969e-03, -5.0433e-03,\n", - " 2.2494e-03, -3.9667e-03, -2.5700e-03, 3.4893e-03, -3.4346e-04,\n", - " -1.0859e-02, -5.1781e-04, -2.5808e-03, 5.9745e-03, 6.7779e-04,\n", - " 5.6374e-03, 5.7691e-03, 4.9484e-04, -6.6995e-04, -3.0380e-04,\n", - " 2.7891e-03, 1.5116e-03, 6.7941e-03, 7.0579e-03, -7.1740e-04,\n", - " 1.2263e-03, -2.0803e-03, -1.2445e-02, 2.2425e-04, -2.5078e-03,\n", - " -4.8600e-04, 7.8770e-04, 2.2338e-04, -2.3877e-03, 1.7849e-04,\n", - " 1.0370e-03, -8.2332e-04, 5.0712e-04, -5.5647e-03, -7.7268e-03,\n", - " -3.3996e-03, -8.1165e-03, 4.8382e-03, -6.8620e-03, 3.7298e-03,\n", - " 1.1637e-03, -1.0816e-03, -2.4026e-03, -5.5749e-03, 9.1364e-03,\n", - " -9.7377e-03, 5.8054e-03, 4.1048e-03, 2.8541e-03, 1.2820e-03,\n", - " 1.9604e-03, -2.5624e-03, -6.6849e-03, 3.7216e-03, 6.8816e-03,\n", - " -9.7042e-03, -4.9029e-03, -3.5374e-03, -4.1783e-04, 2.7750e-03,\n", - " 3.2810e-03, -3.2365e-03, 1.3648e-03, 8.0742e-03, -1.5785e-03,\n", - " 3.9737e-04, 1.0561e-02, 3.0356e-03, -7.4297e-03, -4.3169e-03,\n", - " 2.2274e-03, -5.6777e-03, -2.2566e-03, -3.3339e-03, -1.8071e-04,\n", - " -3.0179e-03, -9.9552e-04, -3.0800e-03, -6.7715e-03, -5.1166e-03,\n", - " 5.1844e-03, 3.9874e-03, 5.7430e-03, 5.3576e-04, -3.3581e-03,\n", - " 2.5948e-03, -1.0682e-02, 1.7226e-03, -6.5578e-03, -3.5433e-03,\n", - " -6.7449e-03, 1.9850e-03, -2.5040e-03, -2.8073e-03, -2.1749e-03,\n", - " 7.9526e-04, 1.9119e-03, 4.9029e-03, -3.9821e-03, -5.2596e-04,\n", - " -4.2743e-03, -7.1898e-03, -6.9820e-03, -1.3537e-04, -9.0344e-04,\n", - " -1.3415e-03, -3.5522e-03, 3.6009e-03, -1.1609e-03, -3.3243e-03,\n", - " -2.0417e-03, -5.3317e-03, -1.2358e-03, -1.4498e-03, -2.2774e-04,\n", - " -1.5560e-03, -1.8056e-03, 5.5098e-03, -8.7958e-03, 8.2840e-03,\n", - " -7.6833e-03, -5.6914e-03, -5.8619e-03, -9.0921e-04, -5.8744e-03,\n", - " 3.7392e-04, 3.2069e-04, -8.4745e-04, -4.0236e-04, 6.4320e-04,\n", - " 9.1090e-04, -7.2433e-04, -1.6909e-03, 1.4301e-03, -5.0588e-04,\n", - " 1.3308e-03, -2.0329e-03, 1.1653e-03, -1.7977e-03, -1.3836e-03,\n", - " -1.0183e-03, 2.3465e-03, -2.4039e-04, 3.3329e-04, -1.6794e-03,\n", - " -1.1288e-03, -2.5752e-05, -1.5180e-03, 1.4402e-03, -8.0823e-04,\n", - " 2.1207e-03, -2.0448e-03, -3.3600e-03, -1.2373e-03, 1.9503e-06,\n", - " -1.0871e-03, 1.3004e-04, 1.1808e-03, 6.9708e-04, -8.0657e-04,\n", - " -2.1594e-03, 3.5783e-03, 7.7612e-04, 7.3907e-04, 1.7375e-03,\n", - " -1.8736e-03, 2.1354e-04, -2.5787e-04, -5.3830e-04, -2.0698e-03,\n", - " -3.9820e-03, 3.1612e-04, -1.3805e-03, 5.8698e-04, 3.0345e-03,\n", - " -1.7009e-05, 3.9967e-04, 6.3367e-04, -3.1893e-03, 2.0281e-03,\n", - " 6.1758e-04, -3.5339e-03, 5.0524e-04, 1.6291e-03, -2.4280e-03,\n", - " -3.4301e-04, 7.1670e-04, 4.5634e-04, -4.0376e-04, -3.6614e-03,\n", - " -8.4598e-04, 6.2077e-04, -1.2097e-03, -4.4474e-03, 4.6044e-03,\n", - " -6.5910e-04, -7.5349e-04, -2.2270e-03, -2.8809e-03, -7.6910e-04,\n", - " -8.3157e-03, -9.2905e-04, -1.2611e-03, 1.6958e-03, 1.7305e-03,\n", - " 3.2044e-03, 2.6173e-03, -3.8723e-03, 1.2840e-04, -4.3503e-03,\n", - " 8.2148e-04, 1.7199e-03, 4.5639e-03, -1.2464e-03, 1.9161e-03,\n", - " -2.2686e-04, -6.0822e-03, -3.3107e-03, -3.9914e-03, -1.8253e-03,\n", - " -9.8783e-05, -3.7622e-04, 4.0962e-04, -2.3172e-03, 1.7000e-03,\n", - " 1.6250e-03, -4.1741e-03, 1.6663e-03, 2.3251e-03, -1.3617e-03,\n", - " 1.8234e-03, 2.2529e-05, -4.6290e-05, -3.6841e-03, 3.4942e-03,\n", - " 3.3400e-03, -2.2279e-03, 1.3605e-03, -2.3897e-03, -5.4269e-03,\n", - " 1.0525e-03, 3.7370e-03, 6.7274e-04, -2.1267e-03, 1.1230e-03,\n", - " -1.9583e-03, -1.0119e-04, 5.4515e-03, -5.7069e-04, 4.0290e-03,\n", - " 1.7061e-03, 8.8862e-04, 5.1579e-03, -1.7934e-03, 6.3909e-04,\n", - " 4.3694e-03, 1.2166e-03, 6.3088e-04, -6.9658e-04, 2.8275e-03,\n", - " 1.3525e-03, -1.4794e-04, 4.7986e-04, 2.9579e-03, -3.6428e-04,\n", - " 3.1395e-03, 2.0283e-03, 6.6030e-04, -3.4356e-04, 2.2223e-03,\n", - " 2.1018e-03, -3.6386e-04, 1.1514e-03, 4.3875e-04, -4.5161e-03,\n", - " 1.0359e-03, 2.6807e-03, -1.5430e-03, 4.1554e-05, -3.0887e-04,\n", - " -7.9120e-04, 1.9608e-03, 2.5359e-04, 1.0937e-03, -3.2348e-04,\n", - " 1.3112e-04, 1.5074e-03, -3.3533e-03, 9.8169e-04, -5.2284e-04,\n", - " 1.3747e-03, -4.7408e-03, -5.5241e-04, -6.4054e-04, 3.0441e-04,\n", - " 1.3037e-03, -4.5248e-04, -2.2012e-03, 7.6119e-04, 5.3694e-05,\n", - " 4.7444e-04, -2.9804e-03, 4.0276e-04, 2.4306e-03, 3.8113e-04,\n", - " -1.2839e-03, -7.1419e-04, -3.2176e-03, -1.6195e-03, 8.4937e-04,\n", - " 1.3038e-03, -3.5509e-04, -1.5786e-03, -1.7350e-03, 8.5845e-04,\n", - " 9.1009e-04, -7.0567e-04, -6.2837e-04, -1.0712e-03, -9.7277e-05,\n", - " 2.6638e-04, 2.3639e-03, -4.2611e-03, -2.2416e-03, -1.1255e-03,\n", - " 8.2460e-04, -7.7557e-04, 1.9394e-03, -1.7107e-03, 1.0478e-03,\n", - " 1.3784e-03, 5.1448e-04, 1.9722e-03, -1.6032e-03, 6.3765e-04,\n", - " 4.6615e-04, 2.0904e-03, 1.9137e-04, 1.5728e-03, -1.6731e-03,\n", - " 1.2058e-03, -2.1900e-03, 1.9766e-03, -2.3016e-03, 1.1875e-03,\n", - " -1.4003e-03, -2.4037e-04, 1.1378e-03, -6.7798e-04, 2.5701e-03,\n", - " -6.4769e-04, -2.3915e-03, -2.3310e-03, -1.2159e-03, 2.0487e-03,\n", - " -1.2956e-03, 1.7757e-03, -7.6944e-04, -4.1152e-03, 1.5858e-03,\n", - " -4.7277e-04, -6.1488e-04, 6.4725e-04, -1.4308e-03, -2.3531e-03,\n", - " -3.1443e-03, -1.6067e-03, 2.2642e-03, 9.2018e-05, -7.5677e-04,\n", - " 2.3379e-03, -1.5432e-03, 2.2468e-03, 1.1935e-03, -5.7701e-04,\n", - " 1.7961e-03, 5.8603e-04, 2.8852e-03, 1.8866e-03, -2.3367e-04,\n", - " 6.1445e-04, -1.6887e-03, -1.5743e-03, 1.8171e-03, 1.4193e-04,\n", - " 2.0321e-03, 6.5311e-03, -1.1974e-03, -1.3194e-03, 3.4582e-03,\n", - " -3.5933e-03, 3.0023e-03, 2.1659e-03, 4.5413e-03, 2.5582e-03,\n", - " 9.0278e-05, -2.4386e-03, -3.4979e-04, 3.6338e-03, 1.4382e-03,\n", - " -2.1568e-03, -4.3663e-03, 2.4754e-03, -2.5498e-03, 9.3997e-04,\n", - " -2.9677e-03, -1.1288e-04, -3.2200e-03, -6.3911e-03, -7.9378e-04,\n", - " 1.4907e-03, 1.9312e-03, 1.7382e-03, 5.5153e-03, 2.6058e-03,\n", - " -5.6212e-04, -7.1624e-03, -3.3079e-03, -3.2267e-03, -2.6781e-03,\n", - " -8.1573e-04, -3.5097e-03, -1.5455e-04, 3.6644e-03, 3.8557e-04,\n", - " -1.4939e-03, 1.7009e-03, -1.5032e-03, -5.1180e-03, -3.4543e-03,\n", - " -3.8104e-03, 3.9199e-03, -4.9379e-04, 2.3250e-03, -2.3061e-04,\n", - " -3.7607e-03, -2.2979e-03, 2.6172e-04, -1.8256e-03, -2.8880e-04,\n", - " 1.8799e-03, -6.1913e-04, 2.0894e-03, -6.3174e-04, -2.7680e-03,\n", - " 5.3992e-03, -5.8881e-03, -3.7810e-03, -1.2816e-03, -1.9544e-03,\n", - " 5.9226e-03, 3.8861e-03, 1.9017e-03, 6.4641e-04, 1.3844e-04,\n", - " -3.7377e-03, -2.9628e-03, -3.2913e-03, 1.6391e-03, -5.8727e-05,\n", - " 1.5404e-03, -6.1024e-03, -1.0886e-03, 2.7933e-03, -2.7643e-03,\n", - " 2.3207e-03, 7.5202e-04, -1.8232e-03, -1.0905e-03, -2.9531e-03,\n", - " 1.7102e-03, 2.4259e-03, 1.1053e-03, 4.1845e-03, -4.0787e-03,\n", - " -2.9755e-03, -6.9621e-05, -2.0987e-03, 3.1875e-03, -2.8671e-03,\n", - " 1.6299e-03, -1.8977e-03, -4.6078e-03, -1.3457e-03, 2.6928e-04,\n", - " -3.0464e-03, 5.0422e-04, 2.1132e-03, 1.4270e-03, 1.5166e-03,\n", - " -2.1034e-03, -3.8364e-03, -2.6721e-03, 2.4307e-03, 2.0817e-03,\n", - " -4.3358e-03, 4.2757e-03, 1.0120e-03, -1.9561e-03, 1.3125e-03,\n", - " 2.1250e-03, -3.4695e-03, -5.0647e-06, -3.6495e-03, -7.5881e-04,\n", - " 4.1714e-03, 2.6322e-04, 1.7546e-03, -3.2954e-03, -3.3457e-03,\n", - " -5.6262e-03, 8.2010e-03, 3.1612e-03, 7.9004e-04, -4.1380e-03,\n", - " -1.9747e-03, -9.1793e-04, 4.1773e-03, -6.7487e-03, 1.3533e-03,\n", - " -5.1186e-03, -1.8396e-03, -2.9405e-03, -3.3857e-03, -2.1431e-03,\n", - " 7.9260e-04, -2.1589e-04, 4.4159e-03, -1.0972e-05, 4.7717e-03,\n", - " 5.9975e-03, 3.7115e-03, -5.8263e-03, -1.4897e-03, 4.7102e-03,\n", - " 3.1084e-03, 7.5478e-03, -2.2411e-04, -3.2253e-03, 4.2187e-03,\n", - " 2.8618e-03, 2.2959e-03, -5.5697e-03, 3.3445e-03, 1.9183e-03,\n", - " 4.0987e-03, 4.7633e-03, 2.2716e-03, -3.9922e-03, -1.3958e-03,\n", - " 3.0643e-03, -1.9670e-03, -3.1464e-03, 3.7902e-03, 1.2628e-05,\n", - " -2.9753e-03, -5.7541e-03, -1.0405e-03, -3.4386e-03, -5.8931e-03,\n", - " -2.1823e-03, 4.5738e-03, 2.8360e-03, 5.8113e-03, -1.6444e-03,\n", - " 1.4431e-03, 8.1542e-03, -2.7134e-03, -1.7169e-03, 6.0826e-03,\n", - " -7.4264e-03, 4.8484e-03, 3.1272e-03, 3.5234e-03, 3.5074e-03,\n", - " -2.6778e-03, 1.1519e-04, -4.7536e-03, -1.9328e-03, -2.1680e-03,\n", - " 5.4399e-03, 3.1075e-03, -4.1629e-03, -2.8152e-03, 3.7793e-03,\n", - " 2.2695e-03, -1.7827e-03, -4.8512e-03, -3.5527e-03, -7.5123e-03,\n", - " 4.0221e-03, -4.5522e-03, 2.8002e-03, -3.0477e-03, 1.3327e-03,\n", - " 2.9849e-03, -2.3801e-03, -2.5520e-03, 4.8065e-03, -6.3975e-03,\n", - " 7.9196e-03, 1.7384e-04, -4.7314e-03, 2.7880e-03, -1.1850e-03,\n", - " -1.0632e-03, -2.1725e-04, -8.7743e-04, -4.2044e-03, -3.0908e-03,\n", - " 2.1465e-03, 1.5579e-03, -1.0300e-03, -1.0580e-03, 1.5577e-03,\n", - " 1.1248e-03, 1.0437e-03, -5.8379e-03, -5.8021e-03, -2.5303e-03,\n", - " -1.7506e-03, -4.7767e-03, -1.0677e-03, 2.7741e-04, -1.9355e-03,\n", - " 4.7698e-04, -3.2704e-03, -4.4860e-03, -3.0226e-03, -8.0377e-04,\n", - " -7.2165e-03, -1.1805e-03, -5.2408e-04, -1.8040e-04, 3.6946e-03,\n", - " -5.5780e-03, 5.7287e-03, 2.9305e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1846e-02, -1.5966e-02, -2.5185e-03, 1.7368e-02, 4.4998e-03,\n", - " 1.1848e-02, -2.8886e-02, 1.2425e-02, 1.0899e-02, 8.4834e-03,\n", - " -2.1199e-02, 4.1048e-02, -4.8003e-03, -6.5762e-03, 7.9778e-03,\n", - " -2.3972e-03, 2.3084e-02, 3.4442e-03, -8.7096e-03, 1.7331e-02,\n", - " -3.8939e-02, 1.0137e-02, -1.9057e-02, 1.8962e-02, 3.0741e-03,\n", - " 3.4724e-03, -4.3460e-03, 2.2638e-02, 1.0441e-02, -1.1195e-03,\n", - " -1.5624e-02, -9.6823e-03, 9.0164e-03, 1.8710e-02, -1.4124e-04,\n", - " 8.2189e-03, 2.3824e-02, -2.6610e-03, 1.7518e-02, -4.6827e-04,\n", - " -1.0515e-02, 6.9236e-03, -2.3307e-02, -9.1532e-03, 5.6013e-03,\n", - " -5.5179e-03, 1.2101e-03, 1.7389e-02, -1.7296e-02, -8.6765e-03,\n", - " 1.2589e-02, -1.2351e-02, 2.8404e-04, -9.3721e-03, 1.2362e-02,\n", - " 7.7917e-03, 8.5243e-03, -3.2951e-03, 8.6318e-03, 1.0551e-02,\n", - " -9.4201e-03, -3.4235e-03, 1.2820e-02, -5.0422e-03, -7.6099e-03,\n", - " 1.8674e-02, 1.6889e-02, -4.2810e-02, 2.4798e-02, -9.5092e-03,\n", - " 2.5844e-02, 2.8009e-02, 2.5760e-02, 3.4005e-02, 1.5112e-02,\n", - " -5.8032e-03, 1.9347e-04, 3.2111e-02, 2.3954e-02, -2.5081e-02,\n", - " 4.8949e-02, -1.8388e-02, -6.1394e-03, 1.6829e-02, 2.1744e-02,\n", - " 2.5164e-03, -3.0971e-03, -6.0645e-02, -2.0201e-03, -6.3520e-03,\n", - " 5.3189e-02, -8.8029e-03, 6.3847e-02, -2.3108e-02, 3.8498e-02,\n", - " 8.5939e-03, -4.1927e-03, -1.2824e-02, 4.7934e-02, 3.6646e-02,\n", - " 8.9034e-03, 4.0632e-02, 3.9425e-02, 4.1196e-02, 1.6053e-02,\n", - " 4.0430e-04, -8.2938e-04, 4.1957e-04, -2.0106e-02, -1.0024e-02,\n", - " -5.4938e-02, 5.6365e-03, 2.9249e-02, 2.4535e-02, 2.2612e-02,\n", - " -8.0932e-03, 8.3893e-03, 4.6661e-02, -1.3404e-02, -2.9450e-02,\n", - " 2.4911e-02, 4.0270e-02, 5.3928e-02, -2.8447e-02, -1.8250e-02,\n", - " -4.6100e-03, -2.8984e-02, 1.9148e-03, -1.0659e-02, 2.8959e-02,\n", - " 4.5869e-02, 4.6123e-02, 2.7736e-03, -1.1811e-02, -4.2375e-02,\n", - " -2.2540e-02, 5.8613e-02, -8.9266e-02, 4.7434e-02, -4.7374e-02,\n", - " -2.9692e-03, -7.4403e-03, 7.0546e-02, 9.5363e-02, 1.3098e-02,\n", - " 4.5330e-02, 9.6831e-03, -2.7479e-02, -2.3571e-02, 1.8364e-02,\n", - " 1.9159e-02, -9.5163e-02, -1.1011e-01, 3.0472e-02, -2.9761e-02,\n", - " 6.4891e-03, 4.8856e-03, 1.3839e-02, 4.6193e-02, 1.1449e-02,\n", - " 4.3872e-02, -3.6142e-02, -2.2682e-02, 2.3684e-02, -5.5558e-04,\n", - " -6.8288e-02, -1.3367e-02, 7.0398e-03, -2.1714e-02, 1.0860e-02,\n", - " 1.2706e-02, 8.4849e-03, 6.7254e-02, 6.1996e-02, -1.4439e-02,\n", - " -6.6019e-02, 3.6129e-02, -3.2955e-02, -2.6007e-02, -1.0230e-01,\n", - " 6.2563e-04, -6.7268e-02, -4.7915e-02, 3.9003e-02, 3.9243e-04,\n", - " -1.4249e-02, -4.1063e-02, 2.5285e-02, 4.6021e-02, -2.5360e-04,\n", - " -2.4933e-02, -6.1072e-02, 1.2098e-01, -1.7096e-01, 8.0571e-02,\n", - " 8.5856e-02, 7.7960e-02, 3.1096e-02, 1.8826e-02, 1.2627e-01,\n", - " -4.1742e-02, -1.1553e-02, 1.1238e-01, -2.1274e-03, 3.4666e-02,\n", - " 4.5683e-02, -7.3575e-02, -1.0317e-02, 1.2073e-01, -6.1927e-02,\n", - " -5.0160e-03, 4.9412e-02, 1.0922e-01, 1.2830e-01, -1.0276e-01,\n", - " 6.3105e-04, 5.8686e-02, -1.6816e-01, 1.4066e-01, -5.4086e-02,\n", - " -2.1317e-02, 1.8509e-02, -9.5454e-02, 1.0355e-01, 6.8549e-02,\n", - " 3.1844e-02, -4.9949e-02, -7.4181e-02, 1.6543e-02, 7.2916e-03,\n", - " 7.6032e-02, 1.8320e-02, 5.8019e-02, -1.1559e-01, -1.5078e-02,\n", - " 2.7174e-02, 1.1706e-01, 1.4624e-01, -1.2409e-01, -6.8470e-02,\n", - " -3.2979e-02, 5.9135e-02, -5.6289e-02, -5.3784e-02, 1.2102e-01,\n", - " -8.8813e-02, 5.1569e-02, -8.9610e-02, -3.5393e-02, -6.5452e-02,\n", - " 1.5534e-02, -7.8845e-02, -1.7887e-01, 2.2646e-02, -1.0187e-01,\n", - " -8.8817e-02, 3.4870e-02, -6.0237e-04, -4.4521e-04, 3.6887e-02,\n", - " -2.5904e-02, 1.0667e-02, 1.8988e-02, -1.9602e-02, 1.7461e-02,\n", - " -2.7141e-02, -8.7082e-02, 1.0681e-01, -2.1353e-02, 3.0201e-03,\n", - " 2.3594e-02, 1.8395e-03, -3.1349e-03, -2.1814e-02, 2.2376e-02,\n", - " -9.7261e-03, -4.5504e-02, 3.1774e-02, -2.1399e-02, -2.5844e-02,\n", - " -1.6061e-02, 3.5008e-02, 1.1095e-02, -6.4660e-03, -1.8349e-02,\n", - " 2.3779e-02, 1.3368e-02, -3.7177e-03, -2.7429e-02, -3.8863e-03,\n", - " -1.4893e-02, -1.4715e-02, -7.7808e-03, 2.4676e-02, 3.7680e-02,\n", - " -8.5821e-03, -1.9882e-02, -1.6242e-02, -4.6268e-04, -1.1908e-02,\n", - " 2.4039e-02, 8.7178e-02, -1.3649e-01, 4.9617e-03, -4.4030e-04,\n", - " -4.8237e-02, 2.5201e-03, -1.0389e-02, 5.2212e-03, -9.4300e-03,\n", - " -3.0243e-02, -4.2810e-03, 2.1384e-03, 1.0487e-02, -1.2754e-02,\n", - " -2.0038e-03, -1.4805e-02, -3.3247e-03, -3.9333e-03, 3.8311e-03,\n", - " 2.8257e-02, -2.6182e-02, 5.9667e-04, -3.4245e-02, 1.4806e-02,\n", - " -1.9942e-02, -2.5471e-02, -8.0341e-03, 4.0225e-03, -1.5864e-02,\n", - " 2.4660e-02, -4.3087e-02, -2.6333e-02, -1.6705e-02, 1.3818e-02,\n", - " 3.3802e-03, -5.9018e-03, -1.7723e-02, -1.1208e-02, 1.4127e-02,\n", - " 2.7625e-03, -7.5833e-03, -2.1577e-02, 1.7228e-03, 5.6706e-03,\n", - " -3.2110e-02, -3.9494e-02, 8.5218e-03, 1.5535e-02, -4.9844e-03,\n", - " -9.0353e-03, 1.2282e-03, 1.4878e-02, 1.1737e-02, 1.4293e-02,\n", - " 2.7174e-02, 7.5295e-03, -1.0185e-02, 1.5687e-02, 5.8180e-03,\n", - " 4.1145e-02, 2.6731e-02, -1.3129e-02, 2.9551e-02, 1.3799e-03,\n", - " -3.1732e-02, -1.9769e-02, 1.3795e-02, 1.2538e-02, -5.1581e-03,\n", - " -1.0482e-02, 2.1499e-02, 1.1427e-02, -1.4188e-02, -4.4566e-02,\n", - " 1.9103e-03, 9.4643e-03, -3.1949e-02, -7.3271e-03, 3.0221e-03,\n", - " -4.1245e-03, 3.0982e-02, 4.8438e-03, -1.8660e-02, -2.1112e-04,\n", - " -2.5454e-03, 1.1290e-02, -3.5558e-03, 3.9270e-03, 8.4873e-03,\n", - " 1.0057e-02, -2.0127e-02, 3.0911e-04, -1.7720e-02, 4.6843e-03,\n", - " -2.2901e-02, 1.8614e-02, -1.2970e-02, 2.8666e-02, -9.2637e-05,\n", - " -1.0508e-02, -7.8812e-04, -5.3430e-03, 5.9166e-03, 1.6544e-02,\n", - " 2.2383e-03, 5.5575e-03, 1.6490e-02, -1.3016e-02, 4.7168e-03,\n", - " 5.1623e-02, -8.9602e-03, 2.3291e-03, -1.1716e-02, 2.9058e-03,\n", - " 4.2935e-04, -2.6187e-03, 9.9092e-03, -1.4734e-03, -1.1180e-02,\n", - " -9.4086e-03, 7.7801e-02, 1.2836e-02, -4.0152e-03, -8.0667e-03,\n", - " -7.7274e-03, -2.0184e-02, -5.3765e-02, 1.0017e-02, 7.8626e-04,\n", - " -1.3766e-02, -1.2000e-03, -5.8781e-03, -6.3563e-04, 6.5010e-03,\n", - " -2.3467e-03, 4.2076e-03, 1.5466e-03, -7.6122e-02, 2.6407e-03,\n", - " 6.9755e-03, -8.4282e-03, -1.3767e-04, 1.0204e-02, 1.2757e-02,\n", - " -6.3970e-03, -1.1359e-02, -1.3092e-02, 2.2643e-02, 4.3713e-03,\n", - " 1.7922e-02, -1.3334e-02, -2.0863e-03, 2.1439e-02, -1.3545e-02,\n", - " 7.1561e-04, 2.7254e-03, 2.7147e-02, 1.5506e-02, 1.6644e-02,\n", - " 1.7676e-02, -8.9060e-03, 1.7381e-02, -1.3712e-02, -4.9186e-03,\n", - " -1.4056e-02, 9.0972e-02, 7.5266e-03, -1.3755e-03, -4.9801e-03,\n", - " -3.1973e-03, -5.5517e-03, 1.6105e-02, 5.9129e-04, -1.1829e-03,\n", - " -1.5332e-03, -1.2526e-02, -7.0158e-03, 4.2903e-03, -1.5447e-02,\n", - " -5.3238e-02, -2.6576e-03, 1.2660e-02, -5.9678e-03, 5.6506e-03,\n", - " 1.8551e-03, -9.0775e-03, 3.7992e-03, 1.3481e-02, -3.8233e-02,\n", - " 9.6478e-04, -1.4476e-04, 4.0309e-02, 3.7223e-02, 3.6956e-02,\n", - " -2.1685e-02, 1.3374e-02, 1.1766e-02, 8.7635e-03, 2.1738e-02,\n", - " -3.2871e-03, 1.5527e-02, -1.6137e-02, -1.6866e-02, 1.1110e-02,\n", - " 1.6648e-04, 3.3665e-03, 4.4459e-03, 1.3372e-03, -2.3585e-03,\n", - " -1.9179e-02, -1.5012e-02, -1.4410e-02, 2.8350e-02, 5.1068e-02,\n", - " 2.8984e-02, 4.6617e-02, -1.4239e-02, 2.7575e-03, 2.4485e-02,\n", - " 2.6005e-02, 3.4042e-03, 3.4201e-02, -4.6230e-02, 3.9265e-03,\n", - " 6.0602e-03, -2.2359e-02, 1.5205e-02, -1.7860e-02, 8.2818e-04,\n", - " -2.4936e-02, 1.9048e-02, 3.1456e-02, 5.7181e-02, 6.8213e-02,\n", - " -3.1080e-02, -1.2523e-02, 1.5584e-02, 8.4347e-03, -6.3469e-02,\n", - " -3.7000e-02, 2.2048e-02, -3.2789e-02, -3.3742e-03, -3.1994e-02,\n", - " 3.2624e-02, -3.3866e-02, -3.9594e-02, 5.5849e-03, -3.1851e-02,\n", - " 6.8542e-04, 2.9719e-02, -2.3328e-02, -7.5136e-03, 2.0232e-03,\n", - " 2.1443e-03, -2.0598e-02, -1.6648e-02, 4.4909e-03, -2.7970e-02,\n", - " -1.4109e-02, -2.4393e-02, 2.3685e-02, 5.2814e-03, -5.2184e-03,\n", - " 1.6651e-02, -5.2469e-02, -6.0397e-03, 2.5229e-02, -6.2122e-03,\n", - " 1.0260e-02, 2.3572e-03, 4.4244e-02, 1.8726e-02, 5.7825e-02,\n", - " -3.1443e-03, -3.4260e-03, 8.2747e-03, 2.3426e-03, 1.8275e-02,\n", - " 1.2710e-02, 9.4655e-03, 2.5760e-03, -1.4016e-02, 2.7738e-02,\n", - " 1.9419e-02, -3.1634e-03, 2.8568e-03, 6.4037e-02, 7.6945e-03,\n", - " 1.9344e-02, 2.9577e-03, 2.7470e-02, -9.7138e-03, 2.7076e-02,\n", - " 1.5827e-02, 1.4701e-02, 4.0192e-03, -1.1959e-02, 8.9797e-03,\n", - " 3.5282e-02, -1.0493e-02, 3.3898e-02, 3.4781e-03, -1.2718e-02,\n", - " 3.3890e-04, 3.6987e-02, -1.9515e-02, -4.9023e-03, 7.1703e-04,\n", - " -2.2049e-02, -3.9629e-02, -2.4948e-03, 5.0526e-04, 3.2689e-02,\n", - " 5.5008e-03, 5.5463e-03, -9.7768e-04, -1.0300e-02, -9.3307e-03,\n", - " -2.8630e-02, -1.8397e-02, 5.4971e-02, -3.1229e-02, 2.3871e-02,\n", - " -8.3210e-03, 1.1767e-02, 2.0467e-02, 9.0868e-02, 1.0667e-02,\n", - " -3.0201e-03, 1.4154e-02, 2.0389e-02, 3.8981e-03, -2.0717e-02,\n", - " -4.2882e-02, -7.1133e-03, 9.1462e-03, 5.2071e-03, -4.7550e-02,\n", - " -8.4543e-03, 1.5704e-01, -6.4135e-02, 3.3734e-02, 9.6351e-02,\n", - " -7.9447e-02, -4.4699e-03, 4.1603e-02, 7.4620e-02, -1.2088e-02,\n", - " 2.0439e-02, -1.1951e-01, 8.4076e-02, -1.0768e-01, -4.4306e-02,\n", - " -5.3092e-03, -1.4551e-02, -4.9479e-02, 9.8071e-02, 1.0118e-02,\n", - " -1.6170e-01, -1.3876e-02, -1.7088e-02, 1.2246e-01, 5.7809e-02,\n", - " 4.1270e-02, -6.5692e-02, 9.8692e-02, 3.4693e-02, -1.7254e-01,\n", - " -5.5332e-02, 6.6207e-02, 1.6314e-03, -5.5481e-02, 5.4353e-02,\n", - " 2.1734e-02, -7.7116e-02, 1.0440e-01, 2.5032e-01, 3.9476e-02,\n", - " -5.4532e-02, 1.0968e-01, 8.6691e-02, -5.2934e-02, 9.1640e-02,\n", - " -2.4301e-02, -3.6372e-02, 6.7697e-02, 4.8169e-02, -4.8297e-02,\n", - " -1.1262e-01, -9.9945e-02, -5.4394e-02, 1.3241e-01, -2.0146e-02,\n", - " 2.8016e-02, -2.7453e-02, -1.1130e-01, 6.0655e-04, 2.2879e-02,\n", - " 8.5756e-02, -5.3771e-02, -6.8785e-02, 6.6004e-02, 1.4026e-02,\n", - " 2.9383e-03, 8.8808e-03, -2.1255e-02, -1.0908e-02, 5.4126e-03,\n", - " 1.2434e-02, -6.4326e-03, -1.6649e-02, 6.6495e-03, 7.7451e-03,\n", - " 1.3492e-02, -6.7088e-05, 2.4545e-02, 9.4525e-03, 1.4416e-02,\n", - " -8.1362e-03, 1.3218e-02, 6.9418e-03, -1.8743e-02, -3.7178e-03,\n", - " -4.1867e-03, -1.5496e-02, 1.3708e-02, 9.0792e-03, -1.9774e-02,\n", - " 2.7683e-02, -1.7151e-02, 3.0963e-03, 1.6400e-02, 2.2140e-02,\n", - " 5.0949e-04, -2.6157e-03, -1.2643e-02, -1.1106e-03, -4.1675e-03,\n", - " -8.0546e-03, -6.8656e-03, -5.0452e-03, -6.6031e-03, -3.5739e-02,\n", - " 1.9552e-02, 1.6761e-03, 8.8193e-03, -4.4157e-03, 2.6966e-02,\n", - " 2.0765e-02, -2.1134e-02, 4.1760e-03, 1.0402e-02, 1.2234e-02,\n", - " 2.1145e-02, 3.6980e-03, 2.1845e-03, 1.1664e-02, 4.6397e-03,\n", - " -1.2952e-02, 2.6249e-02, 4.7067e-03, -2.9900e-03, 6.0352e-04,\n", - " -1.9949e-02, -6.2706e-03, -2.2058e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.1106e-03, -1.6662e-02, 2.8129e-02, -1.1661e-02, 1.9426e-02,\n", - " -4.3165e-02, -1.6972e-02, 8.5761e-03, -1.3620e-02, 1.3164e-02,\n", - " 2.5706e-02, 5.2135e-02, 5.1409e-02, -3.1391e-02, -1.7878e-02,\n", - " 3.1021e-02, 3.1799e-02, -1.1299e-02, -2.4911e-03, -2.3036e-03,\n", - " -5.2740e-04, 1.7470e-02, -1.6862e-02, 1.8517e-02, 2.4118e-03,\n", - " 4.8218e-03, -5.2095e-03, 2.4101e-02, 1.2749e-02, 5.5508e-02,\n", - " 1.7418e-02, 2.9756e-02, 1.2749e-02, 1.0706e-02, -6.3455e-03,\n", - " 1.9783e-02, -5.0760e-02, 2.1304e-02, -1.2546e-03, -8.7508e-03,\n", - " -4.0553e-02, -2.2539e-02, 3.7856e-02, 3.2382e-02, -6.1355e-03,\n", - " 4.0602e-02, -2.4438e-04, -2.7032e-02, 2.5605e-02, -3.0222e-02,\n", - " 1.7277e-02, 1.3931e-02, 5.6328e-05, 1.3000e-02, 5.1992e-02,\n", - " -2.0816e-02, 8.1404e-03, -1.1895e-02, -1.3654e-02, 1.9814e-02,\n", - " 6.9321e-03, 3.2629e-02, -4.0651e-02, -3.6734e-02, -4.0667e-02,\n", - " -1.6849e-02, 1.3267e-03, -1.5676e-02, -2.6850e-02, 4.2703e-02,\n", - " 2.3613e-02, -7.3954e-03, 3.5708e-03, -3.5703e-04, -1.1637e-02,\n", - " -2.9941e-03, -1.5430e-03, -1.3562e-01, 3.1944e-02, -1.1862e-02,\n", - " 2.9769e-02, 5.9416e-02, 5.2125e-03, 2.5118e-02, 3.7975e-02,\n", - " -4.5065e-02, 3.1493e-02, -3.9013e-02, -9.5938e-03, -3.8016e-02,\n", - " -3.1190e-02, -2.9156e-02, 5.9117e-02, 2.1413e-02, 3.2264e-02,\n", - " 4.9366e-02, -6.8851e-02, 6.2553e-02, 2.6906e-02, 1.2345e-03,\n", - " 1.3393e-03, 4.6447e-03, -4.0998e-02, 5.4100e-03, -1.0036e-02,\n", - " -1.3920e-01, 8.6528e-04, -6.4033e-02, 3.6806e-02, -1.7127e-02,\n", - " 2.9516e-02, 2.6191e-02, -2.0207e-03, 1.8130e-02, 4.5459e-02,\n", - " 1.5491e-02, 8.3099e-04, 1.4588e-02, 2.6253e-02, -2.9965e-02,\n", - " -2.2486e-02, -1.4014e-01, 1.8605e-02, 2.5283e-02, 4.8678e-02,\n", - " -7.6577e-05, -6.2218e-02, 4.0730e-02, 3.7139e-02, 5.9683e-02,\n", - " -3.6661e-02, -1.0702e-02, -3.2246e-02, -1.1850e-02, -1.4511e-02,\n", - " -2.4449e-02, -4.9342e-02, -4.6695e-02, 3.0369e-02, -6.5630e-02,\n", - " -1.0510e-02, -5.9869e-03, -1.9450e-02, 3.0225e-02, -1.9764e-03,\n", - " -1.8826e-01, -2.8546e-02, 6.3197e-03, -4.3429e-02, 4.2252e-02,\n", - " -2.0854e-03, 4.4828e-02, 1.6890e-02, 1.1577e-02, -6.5132e-03,\n", - " -3.4443e-02, 1.7750e-02, -8.4627e-03, 4.4517e-02, 1.2987e-01,\n", - " -6.4313e-03, 8.4332e-04, 4.1464e-02, -1.7245e-02, 2.9594e-02,\n", - " 2.1931e-02, -3.3706e-02, -9.9372e-03, 1.0293e-01, 2.6053e-02,\n", - " -2.7187e-03, -2.8572e-02, 3.4528e-03, -6.2512e-03, 8.2195e-03,\n", - " 1.4769e-01, -4.1167e-02, 2.0838e-02, 9.0840e-03, 4.7015e-02,\n", - " -1.8315e-03, -1.9426e-02, -1.8429e-03, 8.9008e-03, -2.2839e-02,\n", - " 2.0978e-02, 2.5496e-02, 1.8353e-02, -3.8730e-03, 6.1036e-03,\n", - " -2.0752e-02, 4.5022e-02, 4.3447e-02, 1.5677e-02, -5.9412e-02,\n", - " -1.1307e-03, -2.6940e-02, -1.6979e-02, -2.2154e-02, 3.5033e-02,\n", - " 3.1174e-02, 2.7226e-02, -6.8110e-02, 8.5845e-03, 3.4517e-02,\n", - " -1.6362e-02, -2.0827e-02, -5.3332e-03, 3.7827e-03, -1.9387e-02,\n", - " 1.4305e-02, 2.8575e-02, -3.9743e-02, -7.7415e-03, -2.9861e-02,\n", - " -8.3421e-02, -1.0913e-01, 3.7891e-03, -8.3858e-02, -1.8296e-02,\n", - " -4.8186e-02, -1.7911e-03, -4.4583e-03, -3.1419e-02, 1.5744e-02,\n", - " -1.2721e-01, -5.1122e-02, -3.9277e-02, -1.6702e-02, -2.9220e-02,\n", - " 3.2282e-03, 2.0878e-04, 3.8301e-02, -1.7112e-03, 3.3616e-02,\n", - " 1.7975e-02, -2.1153e-02, -3.7305e-02, 1.5211e-02, -1.7772e-02,\n", - " -2.4285e-03, 3.6235e-02, -2.7878e-03, -1.3022e-02, -2.7255e-02,\n", - " -1.2491e-01, -2.0104e-02, 4.6304e-02, -3.8816e-03, -1.5078e-02,\n", - " -1.0748e-02, 3.7291e-02, 1.7175e-02, 3.2090e-02, 1.9031e-02,\n", - " 4.9616e-02, -2.0418e-02, 2.6614e-02, 4.2312e-02, 2.0153e-02,\n", - " 1.0902e-02, 4.4888e-02, 2.9573e-02, 3.3193e-02, -4.9403e-02,\n", - " 1.2298e-02, 5.5201e-03, 4.7114e-02, -5.3249e-02, 2.6612e-02,\n", - " -6.0266e-02, 2.2938e-02, 1.8685e-02, 2.2884e-02, 7.8969e-03,\n", - " 3.2598e-03, -3.8743e-02, -2.9409e-02, 3.1590e-03, 1.9425e-02,\n", - " -4.1315e-02, 4.2738e-03, -2.2428e-02, -6.8932e-02, 7.8422e-03,\n", - " 5.1816e-03, 3.1129e-02, -2.1884e-02, -5.8113e-02, 1.7046e-02,\n", - " -1.0557e-03, -1.3092e-02, 3.2578e-03, -1.0158e-02, 3.1591e-02,\n", - " -5.6330e-02, -4.6023e-02, 2.6341e-02, 1.2613e-02, -4.7474e-03,\n", - " -9.9730e-03, 2.7239e-03, 2.2451e-02, 7.0004e-03, -2.7478e-02,\n", - " 1.2175e-02, -6.0747e-02, -5.2408e-03, -3.0732e-01, -9.2820e-03,\n", - " -1.2929e-02, 3.8474e-02, 5.5867e-03, -1.1137e-02, -3.2167e-02,\n", - " 4.0823e-02, 8.8421e-03, 1.8734e-02, -1.4862e-02, -2.3470e-02,\n", - " 1.3714e-02, -5.5574e-03, 1.3218e-02, -1.1096e-02, 1.2098e-02,\n", - " -2.0597e-02, -2.3047e-03, -9.9169e-03, -3.5705e-02, 5.1122e-03,\n", - " 2.2167e-02, -6.8570e-02, 6.1820e-02, -2.7061e-02, 1.0457e-02,\n", - " -2.5239e-02, -2.7860e-02, 2.5824e-02, 2.5326e-02, -3.2769e-03,\n", - " -7.9099e-03, -2.3629e-02, -3.4575e-02, -1.7959e-02, 1.6760e-02,\n", - " -3.8497e-02, -2.1770e-02, -1.1711e-02, 3.5421e-03, -2.8604e-02,\n", - " 1.8475e-02, 5.0897e-03, 9.3578e-03, -4.2266e-02, -2.2086e-02,\n", - " -4.9393e-02, 3.5325e-03, -1.5543e-02, -7.8523e-03, 5.3721e-03,\n", - " -3.5901e-02, -1.0190e-02, -3.5821e-02, 1.8389e-02, -1.8924e-02,\n", - " -1.6740e-02, -1.6516e-02, -1.0308e-02, 3.5810e-03, 9.1859e-02,\n", - " -3.2892e-02, -1.3849e-02, -1.1857e-02, -1.3374e-03, -3.0430e-02,\n", - " -1.3836e-02, -1.3117e-02, -7.4096e-04, 5.9619e-02, -3.6629e-03,\n", - " -3.9199e-03, -2.7948e-02, 2.2435e-02, 6.3295e-03, -5.8458e-03,\n", - " -1.2090e-02, 3.6590e-03, -1.1707e-02, -3.9679e-02, 1.1745e-02,\n", - " 1.6058e-02, -1.8446e-02, 2.3696e-02, -1.7233e-02, 5.2104e-03,\n", - " -3.5320e-02, -2.3309e-02, 1.8095e-02, 2.6758e-02, -2.1122e-02,\n", - " 2.7242e-02, 9.8594e-02, 2.3646e-02, -1.9386e-02, -1.9321e-02,\n", - " -5.4868e-03, 1.4831e-02, -1.6201e-02, -1.5017e-02, -5.7931e-04,\n", - " 6.0867e-02, 1.2768e-02, -2.2610e-02, 5.8817e-02, -8.3855e-03,\n", - " -5.7012e-02, 1.3007e-02, 6.6761e-02, 3.9518e-03, 5.2951e-02,\n", - " -4.4753e-03, 9.4536e-04, -7.2492e-03, 8.5263e-03, 2.0755e-02,\n", - " 2.0744e-02, 3.0941e-02, -2.6425e-02, -2.3417e-02, 3.0535e-02,\n", - " 3.9700e-02, 1.0390e-02, -3.6310e-02, 7.6953e-03, 1.2132e-02,\n", - " -2.5242e-02, 4.3446e-03, -6.9890e-02, 1.7475e-02, -4.5110e-02,\n", - " 4.1230e-02, -2.2568e-02, 5.5651e-03, -6.5448e-02, 1.0580e-02,\n", - " 1.0913e-02, -3.0306e-02, 5.5591e-03, 2.7599e-02, -1.2472e-02,\n", - " -4.8092e-02, 2.1905e-02, -8.9662e-04, -4.5748e-03, -2.8306e-02,\n", - " -3.9927e-03, 3.3272e-03, 3.4582e-03, -4.5498e-02, -1.8660e-02,\n", - " 4.4917e-02, -6.1947e-02, -1.0543e-02, 2.8748e-02, 1.1733e-02,\n", - " 2.9731e-02, 5.2179e-03, -2.3764e-02, -8.4452e-02, 5.2582e-02,\n", - " -8.8395e-03, -2.9887e-04, -3.4412e-02, -1.6295e-02, -4.5526e-03,\n", - " 4.2639e-02, -6.7608e-02, -3.0711e-02, 2.6658e-02, -1.3050e-02,\n", - " 7.7183e-03, -4.2244e-02, 5.8552e-02, -2.4635e-02, 2.8152e-02,\n", - " 1.3844e-02, -1.9675e-02, 8.3360e-03, 5.6575e-03, -3.1763e-02,\n", - " -1.7159e-02, -1.1896e-02, -5.4355e-02, -2.0079e-02, -2.0574e-02,\n", - " -1.8482e-02, -3.7904e-02, -1.0779e-02, 1.0402e-02, -1.5722e-02,\n", - " 4.0693e-03, 1.1113e-02, 1.8726e-02, 4.6024e-02, 6.2269e-02,\n", - " -7.6313e-03, 4.1708e-02, 5.7507e-03, -1.4660e-02, -1.3657e-02,\n", - " -5.4190e-02, -5.8074e-03, -1.5182e-03, 2.3272e-02, 2.9658e-03,\n", - " 2.8405e-02, -2.0817e-02, -3.7522e-02, 2.2247e-02, -2.5562e-03,\n", - " 1.8379e-02, 2.9477e-02, 1.7028e-02, 1.8180e-02, -4.2543e-02,\n", - " 2.4481e-02, 2.6903e-03, 1.9152e-02, 1.4732e-02, 5.2753e-02,\n", - " -7.7181e-03, 1.0379e-02, -1.6166e-02, -2.9812e-02, 3.1724e-02,\n", - " 1.1565e-02, 2.4720e-03, 6.6390e-02, -2.9902e-03, -4.4039e-02,\n", - " 2.8813e-02, -1.7389e-01, -4.4833e-03, -2.9205e-02, 4.2489e-02,\n", - " 4.9164e-03, 4.1683e-03, -2.6704e-02, 2.4899e-02, 3.3303e-02,\n", - " -1.7543e-02, 2.4048e-02, -6.3340e-03, -7.5371e-03, 6.8134e-03,\n", - " -2.4302e-02, 2.7359e-02, -1.9777e-03, -1.1004e-02, -9.6518e-03,\n", - " -6.1936e-03, -2.9943e-02, 1.2476e-02, 2.0291e-02, -1.7495e-02,\n", - " -1.0485e-02, 9.7243e-03, 7.3126e-05, -8.5339e-03, -5.5106e-03,\n", - " 2.2536e-02, 1.3883e-02, -1.0081e-02, -2.8716e-02, 4.2795e-02,\n", - " -1.8810e-03, -2.8507e-02, -1.5087e-01, 2.2193e-02, 3.2896e-02,\n", - " 1.7460e-02, 4.4089e-03, 5.5565e-02, 1.0227e-02, 1.5924e-02,\n", - " 2.5085e-03, 9.8956e-03, -2.2414e-02, -2.8115e-02, 7.5812e-03,\n", - " 2.3528e-02, 3.7320e-02, 1.4091e-02, 6.0823e-02, 7.9217e-03,\n", - " 2.7230e-02, 4.4573e-03, 4.1608e-02, 4.4248e-02, -2.5535e-04,\n", - " -3.9854e-02, 1.7753e-02, -3.1401e-02, 6.2688e-02, 7.6033e-03,\n", - " 4.3537e-02, 3.5422e-03, 3.8292e-02, -1.8321e-02, -1.5623e-02,\n", - " -1.4596e-02, 1.7968e-02, 1.2783e-02, -1.0162e-03, -5.1072e-02,\n", - " 1.9125e-02, -1.8530e-02, -2.7802e-02, -3.1512e-02, -2.8024e-02,\n", - " 2.1651e-02, 2.1417e-02, -1.6949e-03, 4.4281e-02, -3.1144e-02,\n", - " 4.1121e-02, 1.0443e-02, 2.9746e-03, 3.0153e-02, 2.4939e-02,\n", - " 4.8033e-03, -4.2075e-03, 1.9628e-02, -2.6112e-02, -3.7043e-02,\n", - " 5.2213e-02, -4.7460e-03, 2.9167e-02, -4.8235e-02, 1.2244e-02,\n", - " -6.2949e-03, -1.5654e-02, 4.5905e-03, -6.3950e-02, 1.1996e-03,\n", - " 1.6178e-02, 4.3849e-02, -4.3670e-02, 2.5790e-02, 1.9986e-02,\n", - " 1.2233e-02, 5.3127e-02, -4.7537e-02, 6.3892e-02, -1.2306e-01,\n", - " -1.8763e-02, 3.6784e-02, 1.2247e-02, -3.3563e-03, 1.6494e-02,\n", - " 1.2450e-02, 4.7146e-03, -3.8651e-03, -4.7934e-02, 1.9080e-02,\n", - " -1.1041e-02, -1.4216e-02, 1.3812e-03, 1.9188e-02, 7.2914e-03,\n", - " -1.1935e-01, -4.3050e-02, -2.1662e-02, -1.0716e-03, 2.9766e-02,\n", - " -1.9424e-02, 5.8247e-02, 3.6539e-02, -7.7072e-03, 9.1315e-03,\n", - " -2.7617e-02, 2.4536e-02, 4.5506e-02, 4.1027e-02, -1.1658e-02,\n", - " 7.8855e-02, -3.6165e-02, -3.6825e-02, -1.7130e-02, 7.3054e-03,\n", - " -2.6954e-02, 8.5012e-03, 2.8637e-02, -1.4320e-02, -4.3627e-03,\n", - " -7.8156e-03, 2.6693e-02, -7.2972e-03, 1.7889e-02, -3.1818e-02,\n", - " 1.7013e-02, 1.0948e-02, -1.9654e-03, 6.3723e-02, -3.8268e-02,\n", - " 1.3544e-02, 4.9978e-03, 2.5393e-02, -1.0683e-02, -2.5338e-03,\n", - " 9.0174e-03, 4.9625e-02, 1.0146e-02, -6.3194e-04, -3.9211e-03,\n", - " 2.7817e-02, 1.4971e-02, -1.0739e-02, 1.3668e-02, -2.3081e-03,\n", - " -2.8278e-03, 1.1369e-02, 5.8474e-03, -1.6771e-02, 7.8686e-03,\n", - " -3.2327e-02, 5.6396e-03, -8.7094e-04, 3.1780e-02, -9.8636e-03,\n", - " -1.8718e-02, 2.0811e-02, 1.4764e-03, 5.2273e-03, 5.3324e-02,\n", - " -1.8688e-02, 3.2706e-03, 3.4752e-02, -2.2398e-02, -8.4778e-03,\n", - " 3.3850e-02, 2.9346e-02, 1.2651e-02, 5.0670e-02, 3.9840e-03,\n", - " -1.0369e-02, -5.9367e-02, 4.1794e-03, -2.8161e-02, -1.6118e-02,\n", - " 1.2228e-02, 1.5572e-02, -1.4208e-02, 1.7449e-02, -9.2614e-03,\n", - " -2.0582e-02, 1.8352e-02, 1.6113e-02, -2.0947e-02, 8.1029e-03,\n", - " -8.2242e-03, 5.0418e-04, -2.0142e-02, -3.3057e-02, -3.4777e-02,\n", - " -3.6813e-02, 1.8854e-02, -2.8563e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.9803, 0.9600, 0.9637, 0.9604, 0.9801, 0.9852, 0.9647, 0.9732, 0.9504,\n", - " 0.9455, 0.9436, 0.9255, 0.9688, 1.0137, 0.9696, 0.9470, 0.9541, 0.9688,\n", - " 0.9607, 1.0129, 0.9547, 0.9994, 0.9589, 0.9626, 0.9611, 0.9477, 0.9662,\n", - " 0.9719, 0.9322, 0.9335, 0.9369, 0.9528, 0.9770, 0.9756, 0.9897, 0.9819,\n", - " 0.9536, 0.9590, 0.9787, 0.9738, 0.9538, 0.9587, 0.9712, 0.9642, 0.9438,\n", - " 0.9498, 1.0307, 0.9679, 1.0027, 0.9406, 0.9837, 0.9559, 0.9979, 1.1031,\n", - " 0.9686, 0.9263, 0.9452, 0.9659, 0.9413, 0.9576, 0.9359, 0.9370, 0.9980,\n", - " 0.9974, 0.9423, 0.9729, 0.9564, 0.9696, 0.9510, 0.9692, 0.9297, 0.9385,\n", - " 0.9804, 0.9449, 0.9775, 0.9626, 0.9228, 1.0288, 0.9424, 0.9509, 0.9548,\n", - " 0.9650, 0.9689, 0.9409, 0.9266, 0.9493, 0.9271, 0.9496, 0.9633, 0.9474,\n", - " 0.9221, 0.9368, 1.0719, 0.9362, 0.9120, 0.9327, 0.9805, 0.9780, 0.9435,\n", - " 0.9650, 0.9611, 0.9778, 0.9410, 0.9220, 0.9338, 0.9258, 0.9603, 0.9560,\n", - " 0.9592, 0.9082, 0.9853, 0.9520, 0.9934, 0.9540, 0.9563, 0.9451, 0.9476,\n", - " 0.9514, 0.9340, 0.9333, 0.9702, 0.9847, 0.9719, 0.9346, 0.9551, 0.9391,\n", - " 0.9346, 0.9403, 0.9532, 0.9582, 0.9530, 0.9402, 0.9986, 0.9437, 0.9454,\n", - " 0.9636, 0.9635, 0.9413, 0.9591, 1.0226, 0.9780, 1.0014, 0.9647, 0.9678,\n", - " 0.9492, 1.6253, 0.9576, 0.9485, 0.9356, 0.9474, 0.9285, 0.9583, 0.9150,\n", - " 0.9747, 0.9430, 0.9546, 0.9734, 0.9274, 0.9657, 0.7153, 0.9681, 0.9739,\n", - " 0.9174, 0.9704, 0.9418, 0.9686, 0.9454, 0.9472, 1.0759, 0.9786, 0.9575,\n", - " 0.9711, 0.9533, 0.9908, 0.9516, 1.1062, 0.9354, 0.9426, 0.9342, 0.9759,\n", - " 0.9367, 0.9638, 0.9678, 0.9765, 0.9713, 0.9399, 0.9780, 0.9913, 0.9411,\n", - " 0.9455, 0.9663, 0.9835, 1.0152, 0.9460, 0.9781, 0.9700, 0.9741, 0.9605,\n", - " 0.9640, 0.9187, 0.9634, 0.9850, 1.0016, 0.9605, 0.9603, 0.9360, 0.9766,\n", - " 0.9278, 0.9646, 0.9340, 0.9414, 0.9418, 0.9673, 0.9214, 0.9628, 0.9654,\n", - " 0.7206, 0.9750, 1.0360, 0.9498, 0.9643, 0.9835, 0.9611, 0.9453, 0.9653,\n", - " 0.8490, 0.9403, 0.9093, 0.9467, 0.9648, 0.9366, 0.9508, 0.9617, 0.9487,\n", - " 0.9525, 0.9502, 0.9520, 0.9478, 0.9458, 0.9259, 0.9569, 0.9503, 0.9342,\n", - " 0.9487, 0.9456, 0.9198, 0.9545, 0.9189, 0.9100, 0.8780, 0.9456, 1.0188,\n", - " 0.9469, 0.9496, 0.9664, 0.9517, 0.9474, 0.9560, 0.9190, 0.9289, 0.9610,\n", - " 0.9351, 0.9734, 0.9570, 0.9909, 0.9696, 0.9253, 0.9586, 0.9377, 0.9574,\n", - " 0.9543, 0.9445, 0.9448, 0.9551, 0.9861, 0.9357, 0.9279, 0.9654, 0.9544,\n", - " 0.9458, 0.9271, 0.9550, 0.9478, 0.9429, 0.9704, 0.9679, 0.9450, 0.9801,\n", - " 0.9430, 0.9503, 0.9784, 0.9588, 0.9584, 0.9361, 0.9489, 0.9109, 0.8780,\n", - " 1.0235, 0.9803, 0.9438, 0.9749, 0.9752, 0.9540, 0.9603, 1.0577, 0.9784,\n", - " 0.9325, 0.9625, 2.9968, 0.9347, 0.9097, 0.9354, 0.9362, 0.9823, 0.9857,\n", - " 0.9476, 0.9624, 0.9356, 0.9428, 0.9555, 0.9447, 0.9380, 0.9207, 0.9380,\n", - " 0.9432, 0.9540, 0.9536, 0.9403, 0.9371, 0.9302, 0.9234, 0.8713, 0.9428,\n", - " 0.9738, 0.9571, 0.9547, 0.9450, 0.9506, 0.9701, 0.9686, 0.9088, 1.0202,\n", - " 0.9549, 0.9366, 0.9495, 1.0086, 0.9502, 0.9595, 0.9448, 0.9581, 0.9719,\n", - " 0.9667, 0.9312, 0.9766, 0.9612, 0.9701, 0.9557, 0.9310, 0.9448, 0.9436,\n", - " 0.9655, 0.9420, 0.9507, 0.9503, 0.9620, 0.9638, 0.9427, 0.9455, 0.9614,\n", - " 0.9319, 0.9631, 0.9889, 0.9676, 0.9360, 0.9679, 0.9588, 0.9402, 0.9587,\n", - " 0.9321, 0.9602, 0.9712, 1.1794, 0.9515, 0.9765, 0.9445, 0.9376, 0.9764,\n", - " 0.9741, 0.9851, 0.9733, 0.9154, 0.9476, 0.9585, 0.9437, 0.9728, 0.9696,\n", - " 0.9303, 0.9575, 0.9517, 0.9531, 0.9348, 0.9586, 0.9289, 0.9690, 0.9374,\n", - " 0.9464, 0.9586, 0.9375, 0.9575, 0.9683, 0.9699, 0.9256, 0.9498, 0.9869,\n", - " 0.9342, 0.9396, 0.9518, 0.9519, 0.9437, 0.9504, 0.9421, 0.9314, 0.9705,\n", - " 0.9519, 0.9477, 0.9443, 0.9345, 0.9736, 0.9602, 0.9522, 0.9386, 0.9297,\n", - " 0.9420, 0.9370, 0.9438, 0.9607, 0.9393, 0.9488, 0.9747, 0.9740, 0.9539,\n", - " 0.9719, 0.9376, 1.0158, 0.9513, 0.9557, 0.9795, 0.9502, 0.9329, 0.9272,\n", - " 0.9337, 0.9690, 1.0126, 0.9718, 0.9560, 0.9508, 0.9295, 0.9750, 0.9184,\n", - " 0.9630, 0.9436, 0.9183, 0.9682, 0.9579, 0.9582, 0.9719, 0.9593, 0.9649,\n", - " 0.9551, 0.9201, 0.9851, 0.9559, 0.9730, 0.9563, 0.9155, 0.9522, 0.9568,\n", - " 0.9531, 0.9582, 0.9442, 0.9689, 0.9702, 0.8536, 0.9278, 0.9635, 0.9421,\n", - " 0.9146, 0.9667, 0.9451, 0.9482, 0.9539, 0.9730, 0.9438, 0.9845, 0.9964,\n", - " 0.9473, 1.0750, 0.9624, 0.9765, 0.9419, 0.9433, 0.9702, 0.9150, 0.9575,\n", - " 0.9413, 1.0038, 0.9449, 0.9344, 0.9532, 0.9840, 0.9875, 0.9515, 0.9778,\n", - " 0.9368, 0.9451, 0.9565, 0.9460, 0.8238, 0.9651, 0.9378, 0.9508, 0.9481,\n", - " 0.9709, 0.9565, 0.9691, 0.9621, 0.9449, 0.9364, 0.9428, 0.7577, 0.9599,\n", - " 0.9845, 0.9525, 0.9472, 0.9559, 0.9536, 0.9680, 0.9552, 0.9387, 1.0333,\n", - " 0.9422, 0.8801, 0.9566, 0.9472, 0.9537, 0.8967, 0.9581, 0.9847, 0.9455,\n", - " 0.9709, 0.9517, 0.9380, 0.9527, 0.9550, 0.9548, 0.9555, 0.9482, 0.9709,\n", - " 0.9482, 0.9600, 0.9339, 0.9534, 0.9738, 0.9765, 0.9532, 0.9407, 0.9695,\n", - " 0.9408, 0.9763, 0.9680, 0.9314, 0.9643, 0.9531, 0.9352, 0.9703, 0.9490,\n", - " 0.9552, 0.9774, 0.9496, 0.9592, 0.9359, 0.9286, 0.9809, 0.9391, 0.9554,\n", - " 0.9604, 0.9919, 0.9892, 0.9532, 0.9621, 0.9564, 0.9727, 0.9559, 0.9488,\n", - " 0.9257, 0.9428, 0.9470, 0.9605, 0.9531, 0.9485, 0.9348, 0.9533, 0.9760,\n", - " 0.9552, 0.9800, 0.9490, 0.9928, 0.9467, 0.9634, 0.9542, 0.9656, 0.9502,\n", - " 0.9484, 0.9457, 0.8506, 0.9479, 0.9306, 0.9506, 0.9820, 0.9404, 0.9443,\n", - " 0.9660, 0.9463, 0.9364, 0.9670, 0.9334, 0.9435, 0.9640, 0.9324, 0.9535,\n", - " 0.9343, 0.9409, 0.9365, 0.9357, 0.9530, 0.9503, 0.9757, 0.9440, 0.9457,\n", - " 0.9562, 0.9769, 0.9572, 0.9432, 0.9108, 0.9517, 0.9432, 0.9639, 0.9336,\n", - " 0.9541, 0.9579, 0.9651, 0.9497, 0.9246, 0.9530, 1.0747, 0.9240, 0.9244,\n", - " 0.9591, 0.9688, 0.9424, 0.9484, 0.9640, 0.9501, 0.9493, 0.9506, 0.9345,\n", - " 0.9669, 0.9735, 0.9465, 0.9350, 0.9889, 0.9660, 0.9585, 0.9397, 0.9347,\n", - " 0.9380, 0.9731, 0.9760, 0.9567, 0.9851, 0.9694, 0.9465, 0.9863, 0.9611,\n", - " 0.9632, 0.9644, 0.9449, 0.9680, 0.9952, 0.9633, 0.9373, 0.9777, 0.9459,\n", - " 0.9547, 0.9405, 0.9747, 0.9294, 0.9280, 0.9388, 0.7935, 1.0033, 0.9642,\n", - " 0.9527, 0.9665, 0.9753, 0.9216, 0.9908, 0.9443, 0.9560, 0.9666, 0.9097,\n", - " 0.9624, 0.9813, 0.9554, 0.9560, 0.9626, 0.9598, 0.9389, 0.9468, 0.9368,\n", - " 0.9615, 0.9698, 0.9458, 0.9310, 0.9451, 0.9507, 0.9571, 0.9754, 0.9547,\n", - " 0.9290, 0.9744, 0.9839, 0.9426, 1.0479, 0.9855, 0.9264, 0.9772, 0.9563,\n", - " 0.9852, 0.9318, 0.9340, 0.9573, 0.9755, 0.9436, 0.9368, 0.9418, 0.9439,\n", - " 0.9370, 0.9602, 0.9647, 0.9584, 0.9886, 0.9391, 0.9924, 0.9456, 0.9325,\n", - " 1.0528, 0.9822, 0.9245, 0.9366, 0.9576, 0.9250, 0.9418, 0.9593, 0.9578,\n", - " 0.9433, 0.9443, 0.9843], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.5779e-01, -3.0779e-02, -2.7727e-01, -3.8848e-01, 3.6842e-01,\n", - " -4.6472e-01, 5.1851e-01, 1.9574e-01, 8.7187e-03, 3.1131e-03,\n", - " 5.5911e-02, 2.4082e-01, -5.1561e-01, 6.2018e-01, 1.4133e-01,\n", - " -1.6917e-01, -4.1995e-01, -4.1823e-01, 9.1310e-02, 6.0748e-01,\n", - " 3.0194e-01, -5.0551e-01, 3.5331e-01, 2.8206e-01, -3.8062e-01,\n", - " 2.6253e-01, 3.4851e-01, -2.2527e-01, -2.3179e-01, 4.9910e-02,\n", - " -1.3719e-01, -1.3108e-02, 3.7722e-01, -2.3444e-01, 1.1979e-01,\n", - " -2.4452e-01, -1.6823e-01, 1.0540e-01, 2.1502e-01, -4.5368e-01,\n", - " -1.2537e-01, -3.5397e-01, -9.3293e-02, 1.4271e-01, -8.3512e-02,\n", - " -1.6169e-01, -2.2406e-01, -2.1923e-01, 1.8921e-01, 1.3868e-02,\n", - " -4.2275e-01, 1.5757e-01, 5.7117e-01, -1.0727e+00, 2.0317e-01,\n", - " -2.6968e-01, 3.5703e-02, -4.5939e-01, 1.2789e-02, -2.7969e-01,\n", - " -6.7436e-02, 1.2649e-01, -7.5450e-01, -5.7181e-01, -2.1688e-01,\n", - " -7.7041e-02, 8.0409e-02, 2.9004e-02, 6.0335e-02, -1.9877e-01,\n", - " 1.0162e-01, 3.9425e-02, -5.8807e-01, -2.8840e-01, 1.6118e-01,\n", - " 3.2292e-01, 1.1399e-01, 1.0226e-01, 8.0797e-02, -9.5462e-02,\n", - " 4.1979e-02, 1.6093e-02, 1.4859e-01, -3.1781e-02, 2.3659e-01,\n", - " 1.4564e-01, -2.0450e-01, 5.2473e-02, 9.9538e-02, 1.1062e-01,\n", - " -1.4813e-02, -8.4609e-02, 8.3361e-01, 3.1535e-02, 9.8567e-02,\n", - " 5.8572e-02, 1.7659e-01, -1.9438e-01, -2.3140e-02, -1.0675e-01,\n", - " -8.3583e-02, 2.3579e-01, -3.0846e-02, -8.2531e-02, 1.0158e-01,\n", - " 2.1368e-01, -4.1900e-01, -7.3500e-02, 3.2035e-01, -1.0121e-01,\n", - " -8.6561e-02, 3.2273e-01, -7.9946e-01, -3.8830e-01, 8.7751e-02,\n", - " 9.8826e-02, 1.4594e-01, 1.5980e-01, -8.1347e-02, 9.0685e-02,\n", - " -1.9815e-01, -2.1831e+00, -1.9101e-01, 1.1689e-01, 7.2769e-02,\n", - " -3.5399e-02, -9.5608e-02, 9.0747e-02, 1.6770e-01, -9.6488e-02,\n", - " -5.8986e-02, 3.2005e-01, -1.2898e-01, 1.1754e-01, -2.0203e-01,\n", - " -3.2818e-01, -3.7609e-01, -2.4728e-01, -3.7931e-01, -7.4452e-01,\n", - " -9.8233e-02, 4.0150e-02, -1.6278e-01, 1.8381e-01, 2.0925e-01,\n", - " -2.3191e+00, -1.3307e-01, -2.5176e-01, 9.7895e-02, 2.0272e-01,\n", - " 1.5451e-01, 2.1300e-01, -1.6771e-01, 7.0515e-02, 6.5330e-02,\n", - " 5.7360e-02, 3.8225e-01, 3.2131e-01, 2.2921e-01, 4.1994e-01,\n", - " -1.2706e-01, 1.6592e-01, 3.4706e-02, 5.5698e-02, 9.0083e-02,\n", - " 7.5522e-02, -2.5302e-03, -2.9655e-01, -1.7065e+00, -1.3616e-01,\n", - " -1.6343e-02, 2.4872e-01, 2.9591e-01, 5.0073e-01, 1.7376e-01,\n", - " 5.1711e-01, -2.7242e-02, 1.7358e-01, 1.9530e-01, 4.6222e-02,\n", - " -1.2768e-01, -1.5709e-01, 3.3921e-01, 4.4341e-01, 3.6406e-01,\n", - " 3.9709e-02, 4.6085e-01, 5.6007e-01, 5.8145e-02, -2.1166e-02,\n", - " -3.1091e-01, -4.2733e-01, 5.9941e-01, -2.4489e-01, -1.9952e-01,\n", - " 5.7874e-02, -8.5775e-02, 1.7438e-01, -2.3140e-01, 1.2576e-01,\n", - " -9.4729e-02, 4.7020e-01, 2.4542e-01, 3.7365e-01, 1.8621e-02,\n", - " 1.7672e-01, 4.8899e-01, -1.2693e-01, -6.6310e-02, -1.2871e-01,\n", - " 5.8599e-02, -2.2685e-01, 2.8196e-01, 1.9973e-01, 4.2373e-02,\n", - " -4.2278e-01, -2.2370e-01, -9.6376e-02, 7.3086e-01, 1.6561e-01,\n", - " 1.1794e-01, 4.1491e-01, 2.3683e-01, -3.5037e-01, 1.1536e-01,\n", - " 1.2638e-01, -9.9769e-02, -1.8797e-01, -1.9788e-02, 9.1197e-02,\n", - " 2.1268e-01, -7.7420e-02, 2.3824e-01, -9.8953e-02, 1.4712e-01,\n", - " 2.5991e-01, 2.0597e-01, 1.9612e-01, 8.6431e-02, -2.5320e-01,\n", - " -2.6983e-01, 5.0922e-02, 3.9305e-02, 3.1508e-01, -1.1796e-02,\n", - " 2.4797e-01, -4.7900e-01, 3.9374e-02, -1.5620e-01, -9.9864e-02,\n", - " 3.1478e-01, 4.6956e-01, -1.0247e-01, -4.3489e-02, 8.4172e-03,\n", - " -8.0305e-02, -2.9134e-01, -2.2966e-01, 1.5391e-01, 2.0498e-02,\n", - " 2.5726e-01, -5.2779e-02, 3.2498e-01, 1.0985e-01, 6.1144e-01,\n", - " 3.0967e-01, -5.7404e-02, 1.4842e-01, 6.7556e-02, 2.2393e-02,\n", - " 1.2113e-01, -7.1725e-02, -6.6165e-03, -9.5795e-02, -2.4788e-01,\n", - " 1.6128e-01, -2.3460e-02, -2.4699e-01, -4.4107e-02, -1.5102e-01,\n", - " 7.3968e-02, 1.1620e-01, 2.2701e-02, 3.4940e-02, -1.6602e-01,\n", - " -3.8707e-01, 1.2303e-02, 1.4317e-01, 1.4177e-01, 7.1162e-02,\n", - " 3.0388e-04, 4.2850e-01, -2.7111e-01, 1.2200e-02, 4.7172e-02,\n", - " -1.0342e-01, -3.6852e-01, 7.2947e-01, -1.3952e-01, -1.9715e-01,\n", - " -1.2032e-02, -2.5648e-01, -4.9745e-03, 1.7163e-01, 4.5461e-01,\n", - " 2.8798e-01, 8.4074e-02, -2.7832e-01, -4.2050e+00, -2.5436e-01,\n", - " 9.3863e-02, 4.2393e-01, -1.4098e-01, -3.2062e-01, 2.9002e-01,\n", - " -2.0093e-01, 7.9890e-02, -1.0732e-01, 8.0788e-02, 1.2386e-01,\n", - " -3.8590e-02, -1.7305e-02, 1.0622e-01, -3.2384e-02, 9.4720e-02,\n", - " 3.3051e-01, 1.3069e-01, -4.0660e-02, -8.2832e-02, 1.4092e-01,\n", - " -1.5917e-01, -1.3184e-01, -2.3219e-01, 1.9032e-01, -6.3644e-02,\n", - " 1.1415e-01, 7.6270e-02, 8.0228e-02, -1.4469e-02, 3.8586e-01,\n", - " -1.4446e-02, 2.1612e-01, -2.0589e-01, 1.9103e-01, -3.1480e-01,\n", - " 4.1715e-01, -4.0220e-02, -3.6441e-01, -3.2468e-01, -4.1474e-01,\n", - " -9.7549e-02, 3.0935e-01, -1.1352e-01, 2.9126e-01, -1.6827e-01,\n", - " -3.7892e-01, -2.7938e-01, -1.7717e-01, -1.8205e-01, -4.8331e-02,\n", - " 3.1176e-01, -1.6180e-01, -2.8250e-02, 1.6033e-02, -8.6836e-02,\n", - " 5.9511e-02, -4.0695e-02, -2.5213e-02, -1.0682e-01, 1.9171e-01,\n", - " -3.6004e-01, -5.2505e-03, 1.4575e-01, 1.3395e-01, -3.3098e-01,\n", - " -1.1654e-01, -5.1699e-02, -8.5458e-02, -8.0447e-02, -2.6068e-02,\n", - " 2.7269e-02, -7.5727e-01, 2.5966e-01, -4.4027e-01, -7.8031e-02,\n", - " -8.4315e-02, -2.4545e-01, 1.8171e-01, 2.8277e-02, -2.9943e-01,\n", - " -1.0525e-01, -5.0601e-02, 3.7778e-01, 2.3072e-01, 9.0232e-02,\n", - " 9.3683e-03, 6.7106e-03, -3.1979e-03, 5.5597e-02, -1.5697e-01,\n", - " 1.5346e-01, -1.6227e-01, 1.1222e-02, -1.6931e-01, 1.8144e-01,\n", - " -2.7496e-01, 2.7094e-01, -1.6177e-01, 7.7760e-02, -1.7393e-02,\n", - " -3.5944e-01, -2.4198e-01, 2.9998e-03, 2.2186e-02, -1.7116e-01,\n", - " -8.4470e-03, 1.2028e-01, 1.0575e-01, 1.4780e-01, -7.6587e-02,\n", - " -2.4664e-01, -1.6266e-01, 2.2838e-01, -2.5268e-01, -1.0427e-01,\n", - " 1.3195e-01, 5.5370e-02, -5.3158e-02, -8.2787e-02, -2.8575e-01,\n", - " 2.4239e-01, -8.1294e-02, -1.1476e-01, -6.2154e-02, 1.4437e-01,\n", - " 1.7578e-01, -5.2239e-02, -9.5052e-02, -1.2310e-01, -2.4028e-01,\n", - " 1.3541e-01, 7.9743e-02, -2.3021e-02, -1.0104e+00, -9.5809e-02,\n", - " 1.5992e-01, -4.5510e-01, 2.8368e-03, -9.2517e-02, -4.2022e-02,\n", - " -1.2421e-01, 1.3576e-01, 4.9815e-01, -2.2489e-01, 8.6401e-02,\n", - " -3.2181e-02, 4.6024e-02, 1.0783e-01, -1.9738e-01, -2.4705e-01,\n", - " 1.7003e-01, -1.4377e-01, 6.0836e-02, 3.7177e-01, 2.8434e-01,\n", - " -4.9227e-01, -3.5588e-01, 2.7315e-01, 2.5845e-01, 3.6018e-02,\n", - " 1.9522e-01, -1.7843e-01, -1.6051e-01, -8.7167e-02, 1.0288e-01,\n", - " 2.5660e-01, -3.0730e-01, -7.0951e-02, -1.3980e-01, -1.1663e-01,\n", - " -2.4542e-01, 2.1354e-01, 2.2251e-01, 4.8302e-02, -2.6383e-02,\n", - " 1.3435e-01, -2.7807e-03, 3.2373e-01, -2.5855e-01, -1.2901e-01,\n", - " -1.2035e-01, -3.6396e-01, 3.1163e-01, -2.9464e-01, -5.5448e-01,\n", - " -2.0348e-01, -1.0431e+00, 1.1943e-01, -2.1489e-01, -6.0388e-02,\n", - " -1.4263e-01, 9.8254e-02, 1.1313e-02, 8.6843e-02, 1.2205e-01,\n", - " -2.2595e-01, 2.2344e-01, -1.0910e-02, -2.9116e-01, 2.9904e-02,\n", - " -1.0634e-01, -2.5080e-01, 5.3800e-01, 2.7363e-03, -2.8436e-01,\n", - " 2.2562e-01, -1.5355e-01, -9.6141e-03, -3.5160e-01, -7.4145e-02,\n", - " -1.8211e-01, 2.3844e-01, 1.6109e-01, 5.2170e-03, -3.1517e-01,\n", - " 5.5372e-02, 6.3091e-02, 3.9125e-02, 6.3962e-02, 1.9221e-02,\n", - " -4.3275e-02, -1.3064e-01, 1.7295e-01, -1.1225e-01, -8.6447e-02,\n", - " -2.3046e-01, -2.7106e-01, 2.3793e-01, 1.9401e-01, -1.3288e-01,\n", - " 3.3715e-01, -2.0408e+00, -1.2686e-01, 2.4828e-01, 3.8096e-02,\n", - " -5.7901e-01, -4.0854e-01, -4.7542e-01, 2.1448e-01, 3.9830e-01,\n", - " 1.6589e-02, -1.2844e-01, 1.1775e-01, 1.8905e-01, 1.3855e-01,\n", - " -5.2613e-02, 1.8299e-01, 2.8172e-01, 6.4889e-02, -1.1898e-01,\n", - " -9.3644e-02, -4.2899e-01, -3.1068e-01, -2.3766e-01, 1.3886e-01,\n", - " 1.0111e-01, 5.4710e-02, -6.8540e-02, -7.1702e-02, -5.3793e-02,\n", - " 2.6247e-01, -5.1968e-02, 2.7869e-02, -3.1397e-01, 1.5931e-01,\n", - " 5.0571e-02, 2.3991e-03, -4.2980e-01, 9.4605e-02, 1.8283e-02,\n", - " -9.3458e-02, -2.7621e-01, 3.9827e-01, 1.0785e-01, 8.0008e-02,\n", - " 1.7207e-01, 5.6882e-01, -4.8990e-02, -1.9813e-01, -1.7304e-01,\n", - " 2.9611e-02, -3.1768e-01, 1.7857e-01, -2.7627e-02, 2.5045e-01,\n", - " -3.4368e-02, 1.4131e-01, 6.0893e-02, 1.0880e-01, 9.3515e-02,\n", - " 3.5295e-02, 2.0938e-01, -2.2219e-01, 1.4256e-02, 4.1997e-02,\n", - " 3.5206e-01, 2.3682e-01, 3.6627e-01, 7.4852e-02, 4.1111e-02,\n", - " -1.5028e-02, 1.4411e-01, 4.1050e-02, 7.1006e-02, 2.7073e-01,\n", - " 1.0409e-02, 2.8577e-01, -1.1552e-01, 1.6381e-01, 3.3565e-01,\n", - " 9.1178e-02, -1.6104e-01, 6.8311e-02, 3.8821e-02, -3.7638e-03,\n", - " -3.6849e-02, 1.6130e-01, -3.0216e-01, 4.1257e-02, -2.3570e-02,\n", - " 9.5418e-02, 3.6305e-02, -1.3093e-01, 6.8629e-02, 2.2442e-01,\n", - " -6.7986e-02, 1.8033e-01, 8.5662e-02, 8.6606e-02, 3.3871e-01,\n", - " -2.5409e-01, -3.1649e-02, 1.5144e-01, 2.0081e-04, -1.5954e-01,\n", - " -5.0360e-02, 3.1934e-01, -1.0287e-01, 1.6966e-02, 2.8538e-01,\n", - " -1.7526e-01, 2.4329e-02, -1.1036e-01, 1.5191e-01, -2.1836e+00,\n", - " 7.9322e-02, -2.7441e-01, -1.9576e-01, 3.3840e-02, 1.0629e-01,\n", - " 2.3421e-02, -2.0076e-01, 8.8187e-02, -1.6784e-03, 9.1988e-02,\n", - " -2.9274e-01, 2.8228e-02, -5.1979e-01, 7.9986e-02, -7.7685e-02,\n", - " -5.1658e-01, 3.0614e-01, -3.9945e-03, -1.7505e-01, -1.7647e-02,\n", - " 1.2386e-01, 5.8742e-01, 2.6091e-01, 2.7960e-02, -3.4600e-01,\n", - " 1.1717e-01, -6.1749e-02, 5.3778e-01, -4.1136e-02, -5.9014e-02,\n", - " -2.4886e-01, 1.5767e-01, -3.5779e-01, -2.1397e-01, 1.1481e-01,\n", - " 7.5155e-02, 4.3344e-01, 5.5837e-02, 3.5340e-02, -3.0472e-01,\n", - " 3.9934e-01, -1.5702e-01, -1.4878e-01, -1.7719e-02, -1.1608e-01,\n", - " 2.5856e-01, -1.6643e-03, -6.5223e-01, 1.6385e-01, -2.7505e-01,\n", - " 1.0384e-01, 3.7984e-01, 2.1218e-01, 2.5017e-02, -1.8059e-01,\n", - " -2.2721e-02, 2.7475e-01, -8.2843e-02, 7.3440e-02, -1.4869e-01,\n", - " 2.8977e-01, -9.6194e-02, 1.4089e-01, -5.1639e-02, 2.0427e-01,\n", - " -4.0324e-02, -2.2649e-01, 1.3113e-01, 7.0327e-02, 2.1987e-01,\n", - " 1.7708e-02, 5.3146e-03, 9.0577e-02, -3.3763e-01, 1.4876e-02,\n", - " -1.4211e-01, 2.3519e-01, -1.1914e-01, 1.8204e-01, 3.7865e-01,\n", - " 1.1441e-01, 1.4693e-01, -1.8860e-01, -3.3452e-01, 1.1414e-01,\n", - " -1.2545e-01, -4.5164e-02, 3.5454e-01, -2.0422e-01, 2.1010e-01,\n", - " 9.7233e-02, -6.0321e-02, 4.0888e-02, -6.9791e-02, 9.1207e-02,\n", - " 3.4400e-02, -2.6270e-01, -1.3780e-01, 4.6468e-01, -7.5957e-02,\n", - " 2.7630e-01, -7.1750e-01, 2.3536e-01, -1.9085e-01, 1.4375e-01,\n", - " 1.9734e-01, 8.4099e-02, -7.5527e-02, -2.6766e-01, 6.8218e-02,\n", - " 1.6433e-01, -9.0216e-02, -1.2453e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1150, -0.0963, -0.1240, ..., -0.1097, -0.1348, -0.0836],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.8010e-02, 1.9767e-01, 2.1549e-02, 2.8807e-02, 4.4430e-02,\n", - " 3.8340e-02, -5.3300e-02, 5.6951e-02, 1.9442e-02, 8.7280e-02,\n", - " -8.8791e-03, 3.7249e-02, 4.0483e-02, -1.0549e-01, -1.2421e-01,\n", - " 7.0576e-02, 2.3329e-01, -5.2639e-02, -4.7087e-02, -3.8561e-02,\n", - " -6.1586e-02, -9.7612e-02, -1.3241e-02, -5.9464e-02, 1.8142e-02,\n", - " 1.7625e-02, -1.4896e-01, 8.8940e-02, -1.1231e-01, -4.7723e-02,\n", - " 4.9702e-02, -1.9737e-02, 4.1528e-02, -3.7544e-03, 4.3160e-03,\n", - " 1.2059e-01, 1.6261e-02, 6.2070e-02, -4.6008e-02, 1.9503e-02,\n", - " -2.5623e-02, 4.2112e-02, -1.0778e-02, -3.2083e-02, 2.9027e-02,\n", - " -4.8618e-02, 3.2160e-02, 1.1317e-01, 6.0037e-02, -1.1155e-01,\n", - " -7.6731e-02, -2.0878e-02, 9.6323e-02, 1.4461e-01, 5.0177e-03,\n", - " -3.2338e-02, -3.4508e-02, -3.1527e-02, 4.5023e-02, -1.6768e-01,\n", - " -5.3750e-02, 4.8414e-02, -2.4743e-01, -1.2151e-01, -9.0054e-03,\n", - " 6.2452e-02, -1.0644e-01, -2.5222e-02, -3.2597e-03, 1.0881e-01,\n", - " -1.3938e-01, 4.3541e-02, -3.0407e-02, -2.3211e-02, 7.2426e-02,\n", - " 1.9633e-04, 2.2349e-02, 1.1204e-01, 8.7794e-02, 8.7696e-02,\n", - " 4.9284e-02, -4.6989e-02, -1.1226e-02, 9.2780e-02, 5.0919e-02,\n", - " -1.3376e-01, -1.0649e-02, 4.3067e-02, -4.7701e-02, 5.2816e-02,\n", - " -3.7853e-02, -4.4982e-02, -2.4674e-01, -7.2816e-02, 8.1275e-02,\n", - " 6.3514e-02, 1.7031e-01, 1.0835e-02, 3.7936e-02, -3.0757e-02,\n", - " -1.5340e-02, 9.3159e-03, 8.2226e-03, -7.1832e-03, 8.2380e-02,\n", - " 1.6160e-01, -2.6376e-02, 1.9110e-02, -7.9153e-02, -1.2324e-01,\n", - " 2.8771e-02, -1.2279e-01, 1.7649e-02, 6.8271e-02, -9.7566e-02,\n", - " 5.1223e-02, -6.6518e-02, 4.5111e-02, -4.4477e-02, -1.0109e-02,\n", - " -5.0742e-02, 3.3932e-01, -7.6165e-02, 2.7056e-02, 7.1067e-02,\n", - " -4.8717e-02, 4.1337e-02, 3.2391e-02, -4.5657e-03, 1.2699e-01,\n", - " 1.8925e-02, -8.7038e-02, 1.2910e-01, -1.9275e-02, 4.7042e-02,\n", - " 3.3922e-02, 6.8185e-02, -7.0716e-02, 7.7589e-03, 3.2643e-01,\n", - " -6.9114e-03, 6.8111e-02, 7.6750e-02, 4.5530e-02, -6.0687e-02,\n", - " -1.8705e-01, 7.3627e-02, 1.4530e-01, -3.4712e-02, 7.8577e-02,\n", - " -2.4530e-02, 5.1641e-02, -6.0321e-02, 7.8745e-02, -9.8445e-03,\n", - " -7.7298e-02, 3.1875e-02, 2.6515e-02, 5.6336e-02, 9.8680e-02,\n", - " 9.3532e-02, -3.3222e-02, 2.2513e-02, 7.2079e-02, -1.3882e-02,\n", - " 9.6001e-02, 9.4511e-02, -7.5793e-02, 2.6624e-01, 5.2781e-02,\n", - " 1.9332e-02, 3.7815e-02, -2.5005e-02, 2.7255e-02, 2.4904e-02,\n", - " 1.5208e-01, -8.3225e-04, -8.4741e-02, -6.0750e-02, -6.2618e-02,\n", - " 4.4976e-02, 2.1772e-02, -7.0207e-02, 1.5528e-02, -4.7035e-02,\n", - " 6.3562e-02, -5.0743e-03, 1.8272e-02, -1.7878e-02, -5.6244e-02,\n", - " -2.9550e-02, 4.8001e-02, -6.1972e-02, 8.3290e-03, 4.8348e-02,\n", - " 4.3448e-02, -2.1590e-02, -1.2168e-02, -7.9168e-02, 9.2927e-03,\n", - " 1.9331e-02, -4.0501e-02, 2.7964e-02, -3.4625e-02, 4.7186e-02,\n", - " -8.2418e-02, -2.5443e-02, 6.7418e-02, 2.8379e-02, 8.2834e-02,\n", - " 1.3543e-01, -1.6288e-02, 5.4049e-04, -4.1924e-02, -1.7971e-02,\n", - " -4.8998e-02, -1.8314e-01, -1.6682e-02, -3.3679e-02, -5.7463e-02,\n", - " -2.2263e-02, -3.2984e-03, -5.0864e-02, -1.6995e-02, 1.2254e-01,\n", - " -1.5656e-01, 2.0289e-02, 1.5739e-01, -3.8820e-02, -4.7138e-02,\n", - " 4.1190e-02, -5.3589e-02, 8.1206e-02, 5.0128e-02, 2.1197e-02,\n", - " 6.4570e-03, -7.9104e-03, -1.1829e-02, -2.6005e-02, 1.5963e-01,\n", - " -1.9161e-02, -3.5972e-02, 1.7945e-02, 2.0903e-02, -1.7463e-02,\n", - " -4.4287e-01, -1.2795e-01, -5.7360e-03, 8.0108e-02, -1.7980e-01,\n", - " 2.9702e-03, 4.3883e-02, -5.7639e-02, 6.2816e-02, 3.7962e-02,\n", - " 3.1397e-02, -1.2414e-02, 7.6223e-02, -1.8873e-02, -2.3022e-02,\n", - " -1.7749e-02, -7.3809e-02, 9.3333e-02, 4.7210e-03, -6.3795e-02,\n", - " 4.5902e-02, -4.3479e-02, 2.5801e-02, 5.4710e-02, 1.4153e-02,\n", - " 2.7883e-02, -4.8606e-02, 2.5065e-02, 1.0663e-01, -2.2049e-02,\n", - " -9.6186e-02, -5.2786e-02, 4.6394e-02, 3.2215e-02, 3.8721e-02,\n", - " -6.1756e-02, -2.2919e-02, -5.0411e-02, -2.6546e-01, 3.9662e-03,\n", - " 7.5883e-02, 1.2288e-03, -3.3548e-02, 5.5175e-03, 3.4531e-02,\n", - " -2.6999e-02, -5.4112e-02, -5.0014e-02, 4.6468e-03, 9.6950e-02,\n", - " -6.2570e-02, -1.0785e-01, -3.7512e-02, -5.6750e-03, -7.7408e-03,\n", - " 5.3743e-02, 9.4067e-02, 1.2694e-01, 1.6375e-02, -6.8527e-02,\n", - " 7.7643e-02, -9.0551e-02, 6.3939e-03, 6.4944e-02, 3.2686e-02,\n", - " -9.3631e-02, 1.3377e-01, -2.8720e-02, 9.4515e-02, -8.2525e-02,\n", - " 4.9157e-02, -4.1919e-03, 7.4139e-03, -5.6500e-02, 1.5414e-01,\n", - " 4.5277e-02, 5.9013e-02, 4.8169e-02, -1.4201e-01, 5.0386e-03,\n", - " -8.0460e-02, -4.4176e-02, -3.6205e-02, -5.2000e-02, -1.1648e-02,\n", - " 6.6375e-02, -5.2555e-01, 4.0184e-02, 9.5665e-02, -4.6243e-02,\n", - " -6.1948e-03, -5.7050e-03, -7.7476e-02, 1.5320e-02, 1.4949e-02,\n", - " -1.6625e-01, -4.5181e-02, -6.6106e-02, 6.9311e-02, -4.4522e-02,\n", - " 2.3970e-01, -2.4581e-02, 2.1030e-02, 1.8763e-01, -5.9326e-03,\n", - " 8.5257e-02, 2.4318e-02, -4.0278e-02, -2.5351e-01, 6.8265e-03,\n", - " 9.0889e-02, 6.6154e-03, -8.3764e-03, -4.9310e-03, -6.9946e-02,\n", - " 3.9976e-02, -6.4192e-03, -7.9565e-02, -1.7998e-02, 2.5283e-02,\n", - " -3.3219e-02, -9.2371e-02, -3.5545e-02, 3.6091e-03, -1.0486e-01,\n", - " -3.8423e-02, 1.3340e-01, -3.7292e-02, 8.2304e-02, 3.1617e-03,\n", - " 7.8589e-02, 8.3581e-03, -8.7944e-02, -4.1878e-02, 5.5108e-04,\n", - " 1.8815e-02, 3.9550e-02, -4.2423e-04, -5.9127e-02, 8.0169e-02,\n", - " 5.8580e-02, -8.2154e-02, 5.2416e-02, -9.1994e-02, -8.0835e-03,\n", - " -3.5220e-02, -5.6538e-02, -1.0454e-02, -1.7816e-01, 4.3322e-02,\n", - " -1.3003e-02, -4.8526e-02, -7.9673e-02, 1.0845e-01, 9.2085e-02,\n", - " -5.4072e-02, 1.3286e-01, -7.0045e-02, -6.9618e-02, -5.9291e-02,\n", - " -6.3794e-02, -1.0410e-02, -4.6357e-02, -4.7072e-02, -1.0031e-01,\n", - " -5.8751e-03, 6.8251e-02, 5.5020e-02, 8.9677e-02, -2.1195e-02,\n", - " -1.0062e-02, 2.5755e-02, 1.0923e-01, 3.9999e-02, 1.1458e-01,\n", - " 2.5082e-02, -1.2250e-01, 2.9895e-02, 6.2391e-02, 9.5979e-02,\n", - " 5.0071e-02, -8.0181e-02, -3.0511e-02, 5.8455e-04, 2.1120e-02,\n", - " 3.9784e-02, 2.2276e-02, -6.8040e-02, -1.2747e-01, -4.8475e-02,\n", - " 1.1656e-02, -8.0872e-02, -2.0806e-02, -2.7150e-02, -1.4182e-02,\n", - " -2.2249e-02, -1.8019e-02, 7.6419e-02, 7.6748e-02, 4.3732e-02,\n", - " 3.2807e-02, 2.5852e-03, 8.8951e-02, 2.8184e-02, -1.2460e-01,\n", - " -6.5656e-02, 2.4854e-03, 2.6771e-02, 9.3541e-03, 1.8825e-02,\n", - " 4.9196e-02, -1.8875e-02, -3.0863e-02, -2.5936e-02, -8.7842e-03,\n", - " -2.4595e-02, 4.6859e-02, -1.0391e-01, -2.4456e-02, -1.3674e-02,\n", - " 3.7742e-02, -2.5079e-02, -1.3928e-01, -9.5168e-02, 1.1791e-01,\n", - " -1.4344e-02, -5.9762e-03, 1.9814e-02, 1.9045e-02, -4.6420e-02,\n", - " -7.7805e-02, -9.0543e-02, -1.8710e-03, -2.6866e-02, -2.6782e-02,\n", - " 3.6877e-02, -5.5585e-02, -3.9800e-01, -1.4690e-01, -9.8243e-02,\n", - " 7.1951e-03, 5.7249e-02, -2.4714e-02, -1.1899e-01, 4.8455e-02,\n", - " 2.1811e-03, 2.1214e-02, -5.6207e-02, 1.1493e-01, 7.2575e-04,\n", - " -1.0068e-01, -1.1115e-01, -2.6154e-02, 4.9404e-02, 8.3885e-02,\n", - " -3.6180e-02, 2.9179e-02, -1.3874e-02, -1.4699e-02, 9.4535e-02,\n", - " -3.5621e-02, 2.2136e-03, -7.4978e-03, -1.3128e-01, -1.7396e-02,\n", - " 1.7512e-02, -1.4515e-03, 1.3144e-02, 8.4317e-03, -7.6662e-02,\n", - " 1.1904e-02, -1.2994e-01, 8.8078e-02, 2.1186e-02, -1.9439e-02,\n", - " 7.7868e-02, -5.2666e-02, 2.4326e-02, 1.0306e-01, -5.3012e-02,\n", - " 4.7100e-02, -4.8984e-02, -4.2872e-02, 5.6611e-03, 1.5213e-01,\n", - " 4.9654e-02, -5.2313e-02, -1.0682e-03, -8.7687e-02, -3.0193e-02,\n", - " -3.6689e-02, 2.8804e-02, 3.2656e-02, -1.3705e-02, -1.0847e-01,\n", - " -2.0338e-02, 4.6504e-02, 1.6330e-02, 8.1403e-02, -6.6639e-02,\n", - " -1.4177e-01, 3.0350e-02, 1.2078e-03, 6.9197e-03, -1.2743e-02,\n", - " -4.9581e-02, -1.8308e-02, -9.9600e-03, 8.6726e-03, -8.2977e-03,\n", - " -1.0668e-02, -7.9439e-02, 8.5650e-03, -3.2953e-02, 1.4099e-02,\n", - " -1.5226e-02, 2.4051e-02, 1.5542e-03, 3.3044e-02, -3.1752e-02,\n", - " -1.1863e-02, 1.0398e-02, -9.3996e-03, -9.0327e-03, 3.5561e-02,\n", - " 1.2782e-01, 1.0077e-01, 3.1104e-02, 3.0080e-02, 9.4243e-03,\n", - " 2.4222e-02, 1.1171e-02, -2.1181e-01, 3.5380e-02, 6.0038e-02,\n", - " -1.7329e-01, 9.9352e-02, 5.9934e-02, -1.4802e-01, 2.5835e-02,\n", - " -9.9537e-02, -3.2112e-03, 5.6793e-02, 1.7709e-02, 1.8245e-01,\n", - " -1.7143e-03, 3.5806e-02, -5.6572e-02, 4.9944e-02, -4.2625e-03,\n", - " -9.8306e-02, 1.2510e-02, 1.9529e-02, 3.6476e-02, -5.8902e-02,\n", - " 2.4428e-03, 5.4655e-02, 4.0578e-02, 9.7374e-02, 2.3036e-03,\n", - " 1.6263e-02, -7.3630e-02, 2.5832e-01, 2.2668e-02, 5.2931e-02,\n", - " 2.8743e-02, 9.6030e-02, 9.8012e-02, -1.1305e-01, -3.3137e-01,\n", - " 5.5035e-02, 1.9580e-02, 7.8004e-03, -9.5093e-02, -1.0072e-01,\n", - " 4.1168e-02, 7.5936e-02, -7.2084e-02, -5.2921e-03, -8.5054e-02,\n", - " 1.2639e-01, 1.0190e-01, -5.4389e-02, 4.6598e-02, 7.4051e-02,\n", - " 3.5834e-02, -1.2873e-01, -4.8757e-02, 5.6814e-02, -1.0434e-01,\n", - " -1.7172e-02, -5.9383e-02, 8.8364e-02, -1.2916e-01, 9.4558e-02,\n", - " -6.2604e-03, -8.8573e-02, 6.9711e-02, -1.4652e-01, 6.5323e-02,\n", - " 3.9500e-02, -2.3893e-02, -9.3919e-02, -1.2221e-03, 4.6598e-02,\n", - " 1.1687e-01, 7.1840e-02, 9.7706e-02, 7.7547e-02, 1.2095e-01,\n", - " -1.2825e-01, -9.0252e-02, -4.8896e-02, 6.3785e-02, -7.7458e-02,\n", - " -1.0953e-02, 4.0029e-02, -5.4287e-02, 3.9691e-02, -6.2477e-03,\n", - " 1.3100e-02, 1.9835e-02, -1.1744e-03, -1.6517e-04, -4.2026e-02,\n", - " -2.1950e-01, 1.7250e-03, 3.7825e-03, -9.8566e-02, 5.6726e-02,\n", - " -1.4070e-01, -7.7264e-03, 2.6976e-02, 1.7283e-02, 6.2133e-03,\n", - " -6.2855e-02, -3.5605e-02, -7.8332e-03, 1.5435e-02, 6.4189e-02,\n", - " -8.1073e-03, -4.0929e-02, 4.3297e-02, -1.8835e-02, -8.0184e-02,\n", - " 1.0610e-03, -8.4192e-02, 5.6061e-02, 6.4744e-02, 1.2333e-01,\n", - " -8.5460e-04, -5.9557e-02, -6.3569e-03, -1.8323e-01, -2.0008e-01,\n", - " 2.1761e-02, -9.9976e-02, -1.3048e-02, 6.1349e-02, 5.7288e-04,\n", - " -6.8649e-02, -5.4957e-03, -1.5488e-01, 3.8405e-02, 5.4476e-02,\n", - " 1.2031e-01, 4.4064e-02, -6.3291e-02, 7.0640e-02, -1.3714e-01,\n", - " 3.5209e-02, 8.0798e-02, -5.6327e-02, 5.5239e-02, 1.5672e-02,\n", - " -4.7158e-02, 4.3810e-03, -5.0411e-02, -7.0553e-02, 4.8975e-02,\n", - " -9.2504e-03, 4.0927e-02, -1.1496e-01, 1.0007e-01, -2.4148e-02,\n", - " -4.9777e-03, 2.7257e-02, 7.4093e-02, 1.0017e-01, 2.9936e-02,\n", - " -4.0488e-02, 3.7060e-02, 2.0326e-02, 4.7889e-02, -6.0074e-02,\n", - " 6.4894e-02, 2.2013e-02, 1.2720e-02, 7.3689e-02, -2.3378e-02,\n", - " 4.2392e-02, -5.8964e-02, -1.9219e-01, 6.8968e-02, -3.2341e-02,\n", - " 9.4933e-02, -5.5191e-02, -8.5402e-02, 6.7031e-02, -7.1044e-02,\n", - " 6.2102e-02, -6.6005e-02, -2.8320e-02, 2.1044e-01, -1.1138e-01,\n", - " 1.7058e-02, 1.3795e-01, 1.3875e-02, -4.2131e-02, -5.4851e-02,\n", - " 3.3628e-02, -9.5786e-03, -9.0291e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.7835, 0.8072, 0.7671, 0.7371, 0.7630, 0.7590, 0.7661, 0.7830, 0.7937,\n", - " 0.7554, 0.7389, 0.7303, 0.7311, 0.7015, 0.7782, 0.7463, 0.7588, 0.7312,\n", - " 0.8012, 0.7242, 0.7632, 0.7463, 0.7597, 0.7704, 0.7329, 0.7729, 0.7349,\n", - " 0.7975, 0.7719, 0.7586, 0.7830, 0.7454, 0.7621, 0.7880, 0.7845, 0.7811,\n", - " 0.7935, 0.7678, 0.7616, 0.7362, 0.7764, 0.7697, 0.7954, 0.7811, 0.7874,\n", - " 0.7553, 0.7040, 0.8001, 0.7780, 0.7910, 0.7722, 0.7685, 0.7597, 0.6321,\n", - " 0.7445, 0.7699, 0.7865, 0.7084, 0.7960, 0.7503, 0.7760, 0.7398, 0.6624,\n", - " 0.7244, 0.7603, 0.7698, 0.7774, 0.7935, 0.7668, 0.7751, 0.7849, 0.7762,\n", - " 0.7527, 0.7533, 0.7967, 0.7195, 0.7699, 0.7081, 0.7531, 0.7626, 0.7835,\n", - " 0.7989, 0.7812, 0.7649, 0.7126, 0.7585, 0.7452, 0.7636, 0.7837, 0.7939,\n", - " 0.7718, 0.7702, 0.5059, 0.7723, 0.7729, 0.7441, 0.6350, 0.7294, 0.7776,\n", - " 0.7956, 0.8000, 0.7933, 0.7704, 0.7398, 0.7449, 0.6095, 0.7419, 0.7917,\n", - " 0.7470, 0.7406, 0.7678, 0.7552, 0.7059, 0.7770, 0.7952, 0.7634, 0.7650,\n", - " 0.7958, 0.7736, 0.7609, 0.7617, 0.5085, 0.7743, 0.7530, 0.7049, 0.7681,\n", - " 0.7775, 0.7821, 0.7695, 0.7482, 0.7855, 0.7625, 0.6715, 0.7424, 0.7795,\n", - " 0.7925, 0.7603, 0.7704, 0.7808, 0.6374, 0.7854, 0.7787, 0.7703, 0.7701,\n", - " 0.7611, 0.1001, 0.7878, 0.7554, 0.7582, 0.7606, 0.7518, 0.7600, 0.7158,\n", - " 0.7974, 0.7950, 0.7515, 0.7665, 0.7196, 0.7764, 0.4753, 0.7836, 0.7813,\n", - " 0.7318, 0.8080, 0.7629, 0.7777, 0.7585, 0.7701, 0.6112, 0.7772, 0.7882,\n", - " 0.7638, 0.7242, 0.7738, 0.7849, 0.3287, 0.7536, 0.7652, 0.7614, 0.7644,\n", - " 0.7829, 0.7999, 0.7454, 0.7634, 0.7847, 0.7834, 0.7684, 0.7328, 0.7862,\n", - " 0.7755, 0.7723, 0.7386, 0.7229, 0.7386, 0.7723, 0.7721, 0.7961, 0.7488,\n", - " 0.7441, 0.7242, 0.7682, 0.7376, 0.5841, 0.7617, 0.7774, 0.7420, 0.7595,\n", - " 0.7535, 0.7876, 0.7472, 0.7708, 0.7864, 0.7421, 0.7782, 0.7691, 0.6295,\n", - " 0.5342, 0.7810, 0.6135, 0.7337, 0.7743, 0.7545, 0.7786, 0.7576, 0.7750,\n", - " 0.6119, 0.7574, 0.7385, 0.7882, 0.7874, 0.7504, 0.7657, 0.7584, 0.7852,\n", - " 0.7952, 0.7628, 0.7647, 0.7262, 0.7935, 0.7471, 0.7504, 0.7945, 0.7901,\n", - " 0.7366, 0.7710, 0.6270, 0.7207, 0.7554, 0.7637, 0.7263, 0.7515, 0.7093,\n", - " 0.7664, 0.7841, 0.7979, 0.7523, 0.7372, 0.7517, 0.7426, 0.7654, 0.7897,\n", - " 0.7790, 0.7962, 0.7654, 0.7032, 0.7372, 0.7728, 0.7686, 0.7743, 0.7861,\n", - " 0.7749, 0.7810, 0.7819, 0.7603, 0.8065, 0.7761, 0.7531, 0.7870, 0.7815,\n", - " 0.7740, 0.7305, 0.7663, 0.7929, 0.6151, 0.7747, 0.7384, 0.7773, 0.7834,\n", - " 0.7522, 0.7978, 0.7642, 0.6315, 0.7537, 0.7738, 0.7566, 0.7116, 0.6745,\n", - " 0.7133, 0.7704, 0.7675, 0.7576, 0.7844, 0.7793, 0.7946, 0.6980, 0.7731,\n", - " 0.7544, 0.7861, 0.3428, 0.7625, 0.7665, 0.6800, 0.7764, 0.7533, 0.7644,\n", - " 0.7569, 0.7837, 0.7848, 0.7666, 0.7250, 0.7667, 0.7621, 0.7633, 0.7889,\n", - " 0.7733, 0.7763, 0.7271, 0.7905, 0.7831, 0.7690, 0.7634, 0.6590, 0.7797,\n", - " 0.7743, 0.7657, 0.7664, 0.7481, 0.7980, 0.7880, 0.7700, 0.7374, 0.7854,\n", - " 0.7586, 0.7744, 0.7423, 0.6529, 0.7846, 0.7705, 0.7784, 0.7898, 0.7738,\n", - " 0.7929, 0.7859, 0.6705, 0.7895, 0.7745, 0.7512, 0.7754, 0.7469, 0.7796,\n", - " 0.7639, 0.7833, 0.7529, 0.7565, 0.7780, 0.7579, 0.7629, 0.7843, 0.7834,\n", - " 0.7313, 0.7729, 0.7893, 0.7939, 0.7673, 0.7685, 0.7855, 0.7745, 0.7740,\n", - " 0.7387, 0.7969, 0.7775, 0.4035, 0.7884, 0.7696, 0.7592, 0.7827, 0.7542,\n", - " 0.7917, 0.7889, 0.7340, 0.7436, 0.7733, 0.7588, 0.7847, 0.7777, 0.7893,\n", - " 0.7775, 0.7513, 0.7819, 0.7831, 0.7554, 0.6874, 0.7692, 0.7642, 0.7314,\n", - " 0.7682, 0.7834, 0.7570, 0.7620, 0.7874, 0.7841, 0.7720, 0.7993, 0.7998,\n", - " 0.7743, 0.7534, 0.7777, 0.7746, 0.7692, 0.6422, 0.7516, 0.7203, 0.7745,\n", - " 0.7329, 0.7678, 0.7639, 0.7806, 0.7681, 0.7889, 0.7439, 0.7720, 0.7303,\n", - " 0.7834, 0.7497, 0.7734, 0.8058, 0.7868, 0.7651, 0.7729, 0.7564, 0.7464,\n", - " 0.7769, 0.7572, 0.6420, 0.7771, 0.7545, 0.7632, 0.7644, 0.7729, 0.7497,\n", - " 0.7873, 0.7813, 0.7473, 0.7755, 0.8037, 0.8049, 0.7868, 0.7940, 0.7437,\n", - " 0.7669, 0.7578, 0.6570, 0.7869, 0.7706, 0.7692, 0.7032, 0.7240, 0.7502,\n", - " 0.7339, 0.7905, 0.7559, 0.7402, 0.7505, 0.7840, 0.7746, 0.7692, 0.7460,\n", - " 0.7784, 0.7573, 0.7634, 0.7881, 0.7485, 0.6424, 0.7697, 0.7703, 0.7511,\n", - " 0.7756, 0.7668, 0.7530, 0.7737, 0.7814, 0.7663, 0.7202, 0.7919, 0.7673,\n", - " 0.7843, 0.6501, 0.7493, 0.7868, 0.7528, 0.7637, 0.7572, 0.7801, 0.7263,\n", - " 0.7504, 0.7886, 0.7481, 0.7537, 0.7749, 0.7709, 0.7625, 0.7410, 0.7268,\n", - " 0.7701, 0.7634, 0.7546, 0.7744, 0.5708, 0.7743, 0.7667, 0.8013, 0.6931,\n", - " 0.7848, 0.7566, 0.7508, 0.7880, 0.7756, 0.7824, 0.7597, 0.6489, 0.7300,\n", - " 0.7406, 0.7901, 0.7788, 0.7888, 0.7599, 0.7661, 0.7725, 0.7388, 0.8027,\n", - " 0.7338, 0.3546, 0.7923, 0.7407, 0.7892, 0.6918, 0.7634, 0.7300, 0.7453,\n", - " 0.7486, 0.7875, 0.7359, 0.7641, 0.7814, 0.7910, 0.8015, 0.7550, 0.7342,\n", - " 0.7843, 0.7780, 0.7907, 0.7655, 0.7522, 0.7781, 0.7617, 0.7628, 0.7683,\n", - " 0.7778, 0.7855, 0.7931, 0.7564, 0.7954, 0.7837, 0.6996, 0.7515, 0.7605,\n", - " 0.7864, 0.6322, 0.7780, 0.7853, 0.7880, 0.7918, 0.7558, 0.7588, 0.7833,\n", - " 0.7730, 0.7312, 0.7861, 0.7267, 0.7832, 0.7734, 0.7564, 0.7938, 0.7516,\n", - " 0.7311, 0.7545, 0.7682, 0.7724, 0.7825, 0.7682, 0.7649, 0.7990, 0.7955,\n", - " 0.7598, 0.7772, 0.7500, 0.7775, 0.7458, 0.7458, 0.7623, 0.7782, 0.7466,\n", - " 0.7807, 0.7369, 0.6333, 0.7888, 0.7468, 0.7929, 0.7764, 0.7444, 0.7541,\n", - " 0.7829, 0.7909, 0.7878, 0.7675, 0.7785, 0.7877, 0.7714, 0.7661, 0.7884,\n", - " 0.7705, 0.7603, 0.7590, 0.7865, 0.7755, 0.7722, 0.7836, 0.7851, 0.7472,\n", - " 0.7810, 0.7769, 0.7512, 0.7893, 0.7308, 0.8044, 0.7783, 0.7558, 0.7848,\n", - " 0.7800, 0.7516, 0.7931, 0.7677, 0.7364, 0.7475, 0.2637, 0.7410, 0.7191,\n", - " 0.7698, 0.7815, 0.7683, 0.7810, 0.7863, 0.7796, 0.7699, 0.7724, 0.7583,\n", - " 0.7736, 0.7219, 0.7673, 0.7549, 0.6443, 0.7695, 0.7557, 0.7442, 0.7985,\n", - " 0.7734, 0.7492, 0.7599, 0.7893, 0.7461, 0.7825, 0.7815, 0.7495, 0.7683,\n", - " 0.7963, 0.7665, 0.7451, 0.7900, 0.7809, 0.7812, 0.7642, 0.7546, 0.7595,\n", - " 0.8057, 0.7701, 0.7434, 0.7515, 0.7505, 0.7667, 0.5970, 0.7866, 0.7671,\n", - " 0.7186, 0.7780, 0.7713, 0.7634, 0.7217, 0.7434, 0.7963, 0.7724, 0.7460,\n", - " 0.7627, 0.7275, 0.7857, 0.7588, 0.7670, 0.7386, 0.7771, 0.7955, 0.7450,\n", - " 0.7692, 0.7868, 0.7978, 0.7871, 0.7511, 0.7875, 0.7632, 0.7701, 0.7512,\n", - " 0.7694, 0.7598, 0.7789, 0.8017, 0.8120, 0.7347, 0.7573, 0.7785, 0.7227,\n", - " 0.7784, 0.7497, 0.7690, 0.7795, 0.7844, 0.7422, 0.7449, 0.7709, 0.7611,\n", - " 0.7832, 0.7682, 0.7885, 0.7915, 0.7914, 0.7521, 0.7499, 0.7814, 0.7433,\n", - " 0.6761, 0.7919, 0.7914, 0.7548, 0.7739, 0.7806, 0.7836, 0.7708, 0.7667,\n", - " 0.7370, 0.7566, 0.7982], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.0143e-01, -4.9934e-03, 4.2741e-02, 9.3242e-02, -1.0701e-01,\n", - " 7.7428e-02, -1.8910e-01, -8.9392e-02, -2.3132e-02, -4.5784e-02,\n", - " -4.1730e-02, -1.0371e-01, 1.3541e-01, -2.0895e-01, -1.2316e-01,\n", - " 1.7022e-02, 1.4232e-01, 7.4309e-02, -8.0248e-02, -2.6012e-01,\n", - " -1.2523e-01, 5.8546e-02, -1.7959e-01, -1.2676e-01, 5.8003e-02,\n", - " -1.3653e-01, -1.7579e-01, 2.7068e-02, 3.7713e-02, -2.5284e-02,\n", - " -3.2791e-02, -2.0345e-02, -1.5950e-01, 5.9120e-02, -1.0017e-01,\n", - " 3.7000e-02, -2.0407e-02, -2.8611e-02, -7.9124e-02, 1.4936e-01,\n", - " -6.2012e-03, 5.8687e-02, -3.3066e-02, -7.5131e-02, 3.6580e-02,\n", - " 3.5298e-02, 1.3329e-02, 4.4489e-02, -5.0904e-02, -6.7541e-02,\n", - " 5.7931e-02, -5.1968e-02, -2.5015e-01, 3.3063e-01, -6.6932e-02,\n", - " 3.6971e-03, -7.3106e-02, 1.3976e-01, -7.1259e-03, 2.1873e-02,\n", - " 1.9063e-02, -5.0874e-02, 1.7119e-01, 1.2757e-01, 2.2498e-02,\n", - " 3.3626e-02, -5.7261e-02, -7.9731e-02, -3.3183e-02, 2.9149e-03,\n", - " -6.7393e-02, -5.5129e-02, 9.5156e-02, 5.4337e-02, -7.8790e-02,\n", - " -1.5257e-01, -8.6018e-02, -6.0628e-02, -3.1821e-02, 3.7189e-02,\n", - " -5.9252e-02, -4.9736e-02, -8.8976e-02, 1.9187e-02, -8.6639e-02,\n", - " -1.0876e-01, 9.8190e-03, -2.2983e-02, -8.6669e-02, -2.9525e-02,\n", - " -7.4609e-02, 3.9802e-02, -4.1607e-01, -7.4714e-02, -2.4761e-02,\n", - " -5.8499e-02, 1.1701e-02, 4.5803e-02, -4.9822e-02, 9.7922e-03,\n", - " 5.2427e-03, -8.9786e-02, 4.5227e-03, 6.5158e-03, -9.8430e-02,\n", - " -1.9493e-02, 8.6205e-02, -2.1775e-02, -1.2966e-01, -6.2416e-02,\n", - " 4.1058e-02, -1.5484e-01, 2.1393e-01, 1.0293e-01, -1.0064e-01,\n", - " -4.0447e-02, -1.1923e-01, -1.0184e-01, -1.0383e-02, -5.7004e-02,\n", - " 1.8728e-02, 2.1484e-01, 3.0323e-03, -8.3561e-02, -7.7048e-02,\n", - " -1.3720e-02, 2.2662e-03, -6.0176e-02, -8.5088e-02, 3.3793e-02,\n", - " 1.5667e-02, -1.5965e-01, 5.5040e-02, -8.3388e-02, 2.9673e-02,\n", - " 6.4239e-02, 1.3424e-01, 4.3004e-02, 1.1357e-01, 2.3119e-01,\n", - " -1.8156e-02, -3.4921e-02, -1.1099e-02, -5.2952e-02, -1.3459e-01,\n", - " 4.1903e-01, 1.6441e-02, 4.3016e-02, -7.1121e-02, -7.9867e-02,\n", - " -8.2097e-02, -1.1238e-01, 1.7522e-02, -5.0908e-02, -4.1265e-02,\n", - " -3.1622e-02, -1.4844e-01, -1.4074e-01, -7.4933e-02, -1.7992e-01,\n", - " 8.4362e-02, -1.2056e-01, -2.2558e-02, -4.2900e-02, -8.8516e-02,\n", - " -7.9747e-02, 2.9290e-02, 7.0269e-02, 1.2623e-01, 3.9456e-02,\n", - " -8.1994e-02, -1.0926e-01, -1.3677e-01, -1.3483e-01, -4.3726e-02,\n", - " -2.9857e-01, -2.8666e-02, -1.1584e-01, -1.2584e-01, -2.6323e-02,\n", - " -5.2200e-03, 2.4531e-02, -2.1516e-01, -1.6659e-01, -1.3250e-01,\n", - " -4.6105e-02, -1.3966e-01, -2.5269e-01, -6.7279e-02, -2.1519e-02,\n", - " 9.4692e-02, 1.2129e-01, -3.1024e-01, 1.0302e-01, 4.6490e-02,\n", - " -4.1739e-02, 7.9413e-03, -1.0516e-01, 4.6595e-03, -7.7801e-02,\n", - " -4.0114e-02, -2.0998e-01, -1.4946e-01, -1.5185e-01, -2.1079e-02,\n", - " -1.1764e-01, -1.5317e-01, 4.7520e-02, 9.5037e-03, 2.8224e-02,\n", - " 3.9900e-05, 4.6072e-03, -1.3798e-01, -1.1215e-01, -5.7971e-02,\n", - " 1.5967e-01, 3.7583e-03, 1.1014e-02, -2.2936e-01, -1.1396e-01,\n", - " -1.1638e-01, -1.7005e-01, -1.1042e-01, 1.3025e-01, -8.2165e-02,\n", - " -7.6427e-02, 6.7084e-04, 7.7903e-02, -2.3311e-02, -7.3706e-02,\n", - " -8.9601e-02, -1.2516e-03, -9.1410e-02, -1.7993e-02, -7.8725e-02,\n", - " -9.7344e-02, -9.5807e-02, -1.3243e-01, -8.1831e-02, 9.0982e-02,\n", - " 2.8554e-02, -6.3800e-02, -7.2600e-02, -1.5231e-01, -8.1676e-03,\n", - " -1.9263e-01, 1.0197e-01, -5.9047e-02, 6.8148e-02, -3.5994e-02,\n", - " -1.5703e-01, -2.5103e-01, 3.0768e-02, -2.0629e-03, -2.6039e-02,\n", - " 3.8948e-02, 1.2903e-01, 3.2780e-02, -8.7427e-02, -4.4279e-02,\n", - " -1.1110e-01, -2.3176e-02, -9.2529e-02, -7.3000e-02, -2.6225e-01,\n", - " -1.2744e-01, -3.1652e-02, -7.4526e-02, -4.0342e-02, -4.2960e-02,\n", - " -9.4879e-02, 1.4605e-02, -2.6836e-02, -1.3332e-02, -1.3385e-02,\n", - " -1.0347e-01, -3.2220e-02, 5.8689e-02, -2.8761e-02, 3.7157e-02,\n", - " -9.2335e-02, -5.7692e-02, -3.1017e-02, -6.1644e-02, 1.8922e-02,\n", - " 1.0477e-01, -6.5354e-03, -7.2832e-02, -7.0602e-02, -5.1591e-02,\n", - " -3.4072e-02, -1.9599e-01, 6.0799e-02, -1.5923e-02, -3.1513e-02,\n", - " -1.7796e-02, -1.0490e-02, -3.0052e-01, -1.2014e-02, 7.1590e-03,\n", - " -6.2949e-02, 6.5874e-02, -1.1441e-02, -1.0279e-01, -2.4593e-01,\n", - " -6.7980e-02, -1.3744e-01, 4.4989e-02, -1.3253e+00, 2.6254e-02,\n", - " -7.7236e-02, -6.0397e-02, 3.0818e-02, 3.2389e-02, -1.4791e-01,\n", - " 3.9332e-02, -8.1553e-02, 5.3586e-02, -4.0878e-02, 2.3980e-02,\n", - " -4.6490e-02, -4.2483e-04, -8.8238e-02, -2.2205e-02, -9.7844e-02,\n", - " -1.4514e-01, -6.3814e-02, -5.0033e-02, -2.9971e-02, -8.1532e-02,\n", - " 6.2053e-03, -1.0089e-01, 7.5891e-02, -4.8567e-02, -3.9852e-02,\n", - " -1.0336e-01, -2.5916e-02, -1.2772e-01, -3.6044e-02, -1.2031e-01,\n", - " -7.8469e-02, -1.0135e-01, 3.8181e-02, -1.1267e-01, 5.7698e-02,\n", - " -7.1609e-02, -4.6491e-02, 8.3050e-02, 8.5487e-02, 4.9857e-02,\n", - " -3.3883e-03, -5.8996e-02, -2.6221e-02, -1.7140e-01, 8.1628e-03,\n", - " 6.3680e-02, 5.0356e-02, 6.6914e-02, 3.7472e-02, 1.3137e-03,\n", - " -1.3050e-01, 3.0380e-02, -1.7971e-02, -4.0626e-02, -5.2361e-03,\n", - " -1.0655e-01, -1.3960e-02, -4.0416e-02, -4.5746e-02, -1.6830e-01,\n", - " 7.9041e-02, -3.9216e-02, -9.0009e-02, -9.2831e-02, 3.3608e-03,\n", - " -5.2746e-03, -1.1114e-02, 5.8682e-03, 7.6939e-03, -4.7441e-02,\n", - " -7.2052e-02, 1.4352e-01, -9.3005e-02, 8.6399e-02, 2.9588e-02,\n", - " -1.2586e-02, 5.2336e-02, -7.1770e-02, -4.6364e-02, 5.5223e-02,\n", - " -2.7123e-02, -3.6385e-02, -2.0327e-01, -1.7174e-01, -1.0465e-01,\n", - " -9.6071e-02, -9.3520e-02, -3.1970e-02, -5.4334e-02, 1.0536e-02,\n", - " -1.2030e-01, 5.9584e-02, -5.1205e-02, -1.8804e-02, -1.2551e-01,\n", - " 1.3814e-02, -8.4752e-02, 2.2802e-02, -5.7150e-02, -4.5892e-02,\n", - " 8.0307e-02, 2.9127e-03, -8.9909e-03, -2.3155e-02, 3.5766e-02,\n", - " -1.5983e-02, -7.3481e-02, -2.8415e-02, -8.0515e-02, -2.0025e-02,\n", - " 1.0074e-01, 4.7206e-02, -9.6834e-02, 4.5257e-02, 2.4811e-02,\n", - " -6.5297e-02, -8.2743e-02, 6.6480e-05, -7.9620e-02, -4.9326e-03,\n", - " -7.1912e-02, -1.2333e-02, -1.1540e-02, -4.9912e-02, -7.0069e-02,\n", - " -8.1516e-02, -4.8218e-02, -3.9365e-02, 4.0868e-02, 1.3252e-02,\n", - " -5.8795e-02, -4.8958e-02, -6.6027e-03, 2.7711e-01, -1.2373e-03,\n", - " -8.8508e-02, 7.1061e-02, 1.2673e-02, 2.9927e-02, -4.7488e-02,\n", - " -4.2377e-03, -6.5058e-02, -1.8002e-01, 4.3744e-02, -6.0112e-02,\n", - " -1.5189e-02, -5.9574e-02, -5.7233e-02, 4.2385e-02, 3.8846e-02,\n", - " -1.2096e-01, 9.3776e-02, -1.0829e-01, -1.1481e-01, -1.5028e-01,\n", - " 1.4115e-01, 7.7996e-02, -1.8398e-01, -1.1905e-01, -1.1978e-02,\n", - " -8.0054e-02, 1.5296e-02, 1.3792e-02, -1.0292e-04, -8.5176e-02,\n", - " -1.3021e-01, 1.0696e-01, 5.5722e-03, 4.5604e-02, -1.4489e-03,\n", - " 6.9521e-02, -9.8058e-02, -2.0567e-01, -4.9451e-02, -2.6508e-02,\n", - " -5.8083e-02, -5.5497e-02, -1.2098e-01, 6.2494e-02, 2.1026e-02,\n", - " 3.6045e-02, 9.1769e-02, -1.3193e-01, 8.1221e-02, 1.5089e-01,\n", - " 1.3961e-03, 2.5032e-01, -6.4702e-02, 4.6834e-02, -3.5047e-02,\n", - " 1.0451e-02, -8.8798e-02, -5.2427e-02, -6.5855e-02, -7.4273e-02,\n", - " 4.1624e-04, -1.5369e-01, -9.6673e-03, 7.9560e-02, -6.7841e-02,\n", - " 1.1798e-02, 8.3475e-02, -2.0794e-01, -6.3653e-02, 6.2629e-02,\n", - " -1.3183e-01, 1.6244e-02, -2.3589e-02, 9.3055e-02, -2.1140e-02,\n", - " 4.2758e-02, -1.0177e-01, -6.4002e-02, -7.8640e-03, 4.7018e-02,\n", - " -5.9136e-02, -5.9719e-02, -3.8153e-02, -5.9063e-02, 1.4037e-02,\n", - " 1.0244e-02, -2.9816e-03, -1.0705e-01, 2.2184e-02, -5.5526e-03,\n", - " -1.0034e-02, 5.0494e-02, -1.3265e-01, -7.0443e-02, -1.4304e-01,\n", - " -1.6180e-01, 2.4252e-01, 1.8177e-02, -1.0973e-01, -5.1843e-02,\n", - " -3.4870e-02, 1.4373e-01, 1.1962e-01, -1.1743e-01, -1.9941e-01,\n", - " -6.6768e-02, 1.8511e-02, -7.0087e-02, -8.0740e-02, -6.6083e-02,\n", - " -2.2032e-02, -1.0289e-01, -1.2225e-01, -6.8281e-02, 1.4065e-02,\n", - " -6.2295e-02, 1.0831e-01, 1.1434e-01, 2.8178e-02, -7.1535e-02,\n", - " -5.8679e-02, -6.6729e-02, -3.2983e-02, 6.0738e-02, -3.1816e-02,\n", - " -8.1991e-02, -5.1170e-03, -2.2542e-02, 1.0787e-01, -1.1177e-01,\n", - " -3.3998e-02, -6.6702e-02, 6.8574e-02, -2.5580e-02, -6.8048e-02,\n", - " -7.3815e-02, 5.8408e-02, -2.0159e-01, -1.0245e-01, -2.6963e-02,\n", - " -1.0858e-01, -2.2716e-01, -5.7255e-02, 4.5971e-02, 1.0333e-02,\n", - " -5.2310e-02, 9.4175e-02, -9.9383e-02, -8.0028e-02, -1.3144e-01,\n", - " -5.0119e-02, -7.4634e-02, -8.2753e-02, -6.2592e-02, -6.9675e-02,\n", - " -7.6120e-02, -1.1141e-01, -4.1137e-03, -1.5496e-02, -5.8083e-02,\n", - " -1.3553e-01, -1.5801e-01, -9.8654e-02, -6.6115e-02, -4.0994e-02,\n", - " -5.4468e-02, -8.1193e-02, -4.7469e-02, -6.5199e-02, -1.9515e-01,\n", - " -4.3937e-02, -1.1581e-01, -1.8487e-02, -9.4769e-02, -1.7210e-01,\n", - " -5.3808e-02, 1.9768e-02, -8.5274e-02, -5.1541e-02, -3.0522e-02,\n", - " 2.0447e-03, -3.8913e-02, 9.9208e-03, -6.0766e-02, -8.5432e-03,\n", - " -7.1613e-02, -4.8532e-02, -1.1243e-02, -3.9497e-02, -9.9270e-02,\n", - " -2.7192e-02, -5.7511e-02, -7.0599e-02, -1.0108e-01, -1.0721e-01,\n", - " 1.4557e-02, 4.5414e-03, -9.4671e-02, -4.8175e-02, 7.1737e-02,\n", - " 7.1193e-03, -1.7458e-01, -4.0933e-02, -4.1107e-02, -1.0480e-01,\n", - " 2.7921e-02, -3.3553e-02, 3.1001e-02, -9.5486e-02, 3.7972e-01,\n", - " -7.1385e-02, 3.2415e-02, 6.0585e-03, -3.7170e-02, -1.0343e-01,\n", - " -2.7739e-02, 7.4117e-03, -9.5236e-02, -8.6405e-02, -8.0781e-02,\n", - " 7.0634e-02, -5.2213e-02, 1.6595e-01, -7.5049e-02, 9.3369e-03,\n", - " 1.2854e-01, -1.6799e-01, -3.6455e-02, 7.0720e-03, -3.8206e-02,\n", - " -1.2850e-01, -2.2814e-01, -1.2550e-01, 5.3108e-03, 1.1336e-01,\n", - " -9.7223e-02, -4.0442e-02, -2.0390e-01, -3.0108e-02, -5.2283e-02,\n", - " 5.5274e-02, -1.0316e-01, 5.1803e-02, -1.6547e-02, -6.1918e-02,\n", - " -7.8293e-02, -1.8994e-01, -1.5109e-02, -6.5865e-03, 2.1264e-02,\n", - " -1.6797e-01, 1.5695e-02, -1.3800e-02, -6.6126e-02, -2.1529e-02,\n", - " -1.3944e-01, -7.4726e-02, 1.6154e-01, -1.3701e-01, 5.0910e-02,\n", - " -9.3107e-02, -9.9301e-02, -1.4887e-01, -2.3922e-02, 6.2611e-02,\n", - " 2.0513e-02, -1.2329e-01, 5.7264e-02, -2.7459e-02, -1.0513e-02,\n", - " -1.4072e-01, 2.2282e-02, -4.3426e-02, -2.8376e-02, -8.6946e-02,\n", - " -2.6412e-02, 5.3807e-02, -1.1728e-01, -7.2237e-02, -1.4108e-01,\n", - " -3.4616e-02, -2.0320e-03, -6.6681e-02, 8.0399e-02, -7.6000e-02,\n", - " 6.4613e-03, -8.9355e-02, 3.0802e-02, -7.0571e-02, -2.1900e-01,\n", - " -8.1873e-02, -4.5134e-02, 7.8777e-02, 5.7836e-02, -5.9510e-02,\n", - " 1.9152e-02, 2.2420e-02, -1.6827e-01, 2.8863e-02, -8.6799e-02,\n", - " -4.5602e-02, -4.0573e-02, -5.7080e-02, 3.4489e-02, -9.9306e-02,\n", - " -2.6564e-02, 3.3490e-02, 4.3646e-03, -2.0360e-01, -1.5719e-02,\n", - " -9.2399e-02, 1.2681e-01, -1.1192e-01, 7.5411e-02, -1.2355e-01,\n", - " -9.7518e-02, -4.3362e-02, 1.3810e-02, 4.0390e-02, -6.9647e-02,\n", - " -1.0712e-01, 4.1679e-03, 2.8388e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.7828e-01, 1.7388e-01, -2.4979e-01, -8.8096e-01, 4.1262e-01,\n", - " 1.5108e-02, 5.1027e-01, 2.6685e-01, 4.0594e-01, 3.3868e-02,\n", - " 8.8817e-01, 4.7128e-01, 8.1815e-03, -8.0834e-01, 4.2590e-01,\n", - " 9.6045e-03, -2.6004e-01, 1.8182e-01, 3.0970e-01, 1.0816e-01,\n", - " 2.8345e-01, -3.3274e-01, 6.4790e-01, -2.9134e-03, 7.4752e-01,\n", - " 1.8628e-02, 2.8188e-01, -5.8661e-01, -4.9826e-02, -4.2597e-01,\n", - " 7.5364e-01, -3.6558e-01, -5.2977e-01, -4.3300e-01, -2.3954e-01,\n", - " 6.1852e-01, 2.4070e-01, 5.2911e-01, 4.0765e-01, -5.0417e-01,\n", - " -3.0623e-01, 5.5614e-01, -3.4991e-01, 7.1019e-01, 6.0583e-01,\n", - " 5.7244e-01, -1.8193e-01, -8.4840e-02, -3.2778e-01, -9.6066e-02,\n", - " 2.4517e-01, -3.0803e-03, 5.0514e-01, -1.9854e-01, -2.7128e-02,\n", - " -3.7479e-01, 3.4987e-01, 7.1312e-01, 1.1047e-01, 3.3697e-01,\n", - " 3.2412e-01, -2.1859e-01, 6.0765e-01, 5.5359e-01, 2.1349e-01,\n", - " -1.1427e-02, 7.5359e-02, -1.1980e-01, -2.2860e-02, 4.5371e-02,\n", - " 6.2298e-02, 6.2703e-02, -2.0807e-01, -6.9717e-02, -5.2878e-01,\n", - " 3.9185e-02, 7.0183e-03, -2.5771e-01, 4.3449e-02, -1.8070e-03,\n", - " 5.7689e-01, 8.5976e-02, -5.2910e-02, -1.0032e-02, 1.4359e-04,\n", - " -1.2310e-01, -7.0367e-02, 2.6969e-02, 2.4664e-02, 1.5651e-01,\n", - " -3.2643e-02, 1.2945e-02, -1.8505e-01, 2.0094e-02, -1.0406e-01,\n", - " -7.5938e-02, 2.0558e-01, 1.6011e-01, -1.9375e-01, 1.3385e-01,\n", - " -2.3059e-02, -1.3722e-01, 5.5617e-01, 3.3360e-01, -1.0148e-01,\n", - " 2.2386e-01, -5.4193e-02, -8.0008e-02, 1.6092e-01, -1.4704e-01,\n", - " 2.9962e-03, -9.9762e-02, 1.1598e-01, 4.1289e-01, -1.3658e-01,\n", - " -1.1164e-01, 1.1897e-01, 1.2024e-01, -4.0287e-02, -3.7066e-04,\n", - " -1.7201e-01, -1.0355e-01, 6.2728e-01, -2.3495e-02, -6.3883e-02,\n", - " -1.7491e-01, 7.2600e-02, 2.3547e-02, -1.0739e-01, 3.8582e-03,\n", - " -8.5657e-02, 9.4554e-02, -5.3064e-02, 1.1848e-01, -3.8236e-02,\n", - " -7.8472e-02, -1.4011e-01, 6.1505e-03, -6.8058e-02, -1.8473e-02,\n", - " 1.7013e-01, -3.0498e-02, 4.7946e-03, 1.0680e-01, 1.3684e-01,\n", - " 1.4785e-02, -1.2228e-01, -5.8535e-02, -6.3136e-02, -5.7434e-02,\n", - " 8.6538e-02, 9.7179e-03, -4.7574e-02, -1.6403e-02, 8.8491e-02,\n", - " -4.0462e-02, 4.5423e-02, 5.5447e-02, -5.1824e-02, -4.6620e-02,\n", - " -1.8069e-02, 1.0426e-02, -2.2636e-01, 1.8090e-02, -8.0613e-02,\n", - " 3.3888e-02, 3.9108e-02, -1.6856e-02, -4.7769e-02, 1.1293e-02,\n", - " 1.1529e-01, -9.0463e-02, 2.2069e-02, 2.5320e-01, 4.0131e-02,\n", - " -9.6583e-02, 2.8811e-02, 5.8663e-02, 1.9140e-02, -2.5719e-03,\n", - " 2.4614e-02, 4.2314e-02, 7.6878e-02, -3.0461e-02, 5.2760e-02,\n", - " -3.2980e-02, -3.8637e-03, -5.1831e-02, 1.4192e-01, -4.3704e-03,\n", - " -1.7694e-02, -7.0610e-02, -2.3816e-02, -4.0660e-02, 1.4003e-02,\n", - " -6.1198e-02, 2.4464e-02, -1.8903e-02, 5.0180e-02, 2.4999e-02,\n", - " -4.7171e-02, -1.5356e-02, 6.5769e-02, -4.6491e-02, -1.3974e-02,\n", - " 6.4555e-02, -6.6422e-03, -8.2889e-02, -5.1353e-02, -8.3838e-02,\n", - " 4.1368e-02, 1.9020e-02, -2.7633e-02, -7.8299e-03, -8.1355e-03,\n", - " 3.0134e-02, -3.5173e-02, -4.6550e-03, 1.4792e-02, -4.1948e-02,\n", - " -1.7700e-02, 2.7572e-02, -2.8712e-02, -6.9060e-02, -8.5316e-03,\n", - " 1.1866e-01, -1.7745e-02, 7.5592e-02, -8.4191e-03, -2.2625e-02,\n", - " 4.2021e-02, 1.1814e-03, -3.7635e-02, 4.4854e-02, 1.7472e-02,\n", - " -1.1928e-01, -4.5663e-03, -9.7203e-02, 3.1746e-02, 1.1231e-02,\n", - " -3.7477e-02, 1.1713e-02, -1.3030e-02, -8.8917e-03, -1.1926e-03,\n", - " -7.2705e-02, 1.5932e-02, 2.1720e-02, -8.1718e-02, 1.5739e-02,\n", - " 6.3491e-02, 3.9482e-02, 1.6228e-02, -2.4103e-03, -8.2175e-02,\n", - " -3.9398e-02, -6.0636e-02, -4.1069e-02, -2.0088e-01, -3.0593e-02,\n", - " 1.8884e-01, -1.4458e-02, 6.3748e-02, -1.6136e-01, -7.7534e-02,\n", - " 2.2107e-02, -2.8302e-02, 2.7287e-02, 1.3265e-02, -1.0384e-01,\n", - " -1.7903e-01, 2.9271e-01, 1.2659e-01, -1.1810e-01, -1.0662e-01,\n", - " -4.7906e-03, 3.6442e-02, -1.8094e-01, -1.2608e-01, 4.6527e-01,\n", - " 3.8807e-02, -2.1846e-01, 5.2429e-02, -8.8582e-02, 1.9557e-01,\n", - " -2.2175e-01, -9.3773e-02, -1.2251e-01, 6.3820e-02, -4.4651e-02,\n", - " 1.5360e-02, 7.1327e-02, -2.2800e-01, -3.0155e-02, 9.0547e-02,\n", - " 5.0814e-01, 2.4612e-02, 4.9686e-02, 1.0961e-01, -1.1830e-01,\n", - " -2.7520e-02, -3.1938e-02, -1.0410e-02, -5.5125e-03, -3.2924e-01,\n", - " -7.1661e-02, 6.5876e-02, -1.3114e-01, 4.3042e-02, 2.6686e-01,\n", - " -2.1091e-01, -5.9893e-02, -2.8580e-02, 9.4617e-03, -3.2204e-02,\n", - " 3.8460e-01, 1.0228e-01, 2.9267e-01, -2.9763e-02, 1.7144e-02,\n", - " 1.6053e-02, 1.4258e-01, 6.8994e-02, 8.0088e-03, -1.6354e-01,\n", - " 2.3035e-03, 8.1264e-02, -1.2097e-01, 8.7107e-02, -6.0923e-02,\n", - " -5.0290e-02, -7.7048e-02, -2.4717e-02, -1.0725e-01, 5.9406e-02,\n", - " -1.4322e-02, -2.1740e-02, -7.2168e-03, -3.8212e-02, -8.2943e-02,\n", - " -1.7301e-02, -6.2922e-02, 5.1462e-02, -2.7902e-02, 1.6990e-01,\n", - " 1.4685e-01, 1.2679e-01, -1.0864e-01, 7.5857e-03, -1.3788e-02,\n", - " 4.1558e-02, -1.0008e-01, 6.0113e-02, -7.3200e-02, -5.4620e-02,\n", - " 6.9373e-02, 2.3142e-02, -9.0472e-03, 1.2893e-01, 7.6576e-02,\n", - " 1.6900e-01, -6.8699e-02, -9.4955e-02, -1.2883e-01, 2.9429e-02,\n", - " -1.9395e-01, 3.2958e-02, 1.1447e-01, 2.3098e-01, 7.5079e-02,\n", - " -3.2807e-02, -4.8285e-02, 7.7230e-02, 3.5120e-02, 8.3944e-03,\n", - " 1.0837e-01, 1.2237e-01, 5.0147e-02, 1.1804e-01, 5.2960e-02,\n", - " 5.0756e-02, -5.8748e-02, 4.5665e-02, -4.5798e-02, 7.8257e-02,\n", - " 1.6366e-02, 1.1808e-01, 8.0911e-02, 4.1725e-01, 3.5495e-01,\n", - " -7.6573e-02, 1.4750e-01, 6.6427e-02, -6.6274e-01, 2.4082e-02,\n", - " -6.6826e-01, 4.2987e-02, -1.5593e-01, -2.8234e-02, -6.4874e-02,\n", - " -1.2768e-01, 9.6632e-03, -6.9786e-02, 2.9997e-01, -2.7758e-02,\n", - " -2.5363e-02, -3.4383e-02, -9.7206e-02, 3.9527e-03, 1.6396e-01,\n", - " -3.9399e-02, -4.1567e-02, -9.4707e-03, 3.6867e-02, -2.2448e-01,\n", - " -5.2776e-02, 2.6941e-02, 1.7360e-02, -2.0800e-02, 2.8772e-01,\n", - " 2.3816e-02, 4.5806e-02, 4.9898e-01, -3.9207e-03, -7.3104e-02,\n", - " -1.0077e-01, -5.3539e-02, 2.3399e-03, 2.1634e-01, 5.1464e-02,\n", - " -2.4400e-01, 2.8261e-03, 1.5627e-01, 5.6371e-01, 5.1302e-02,\n", - " -3.7652e-02, 6.4167e-02, 1.7943e-02, -1.1051e-01, -4.4833e-02,\n", - " -6.8963e-02, 2.2003e-01, -3.9271e-02, 7.2539e-03, -5.2928e-01,\n", - " 2.6503e-01, -1.6371e-01, 2.0212e-01, -5.4760e-02, -1.7445e-01,\n", - " -5.9251e-02, -1.9812e-01, 9.8129e-02, -2.3808e-02, 3.5511e-02,\n", - " 5.7011e-02, -8.3704e-03, 5.3371e-02, -6.8948e-02, -9.5123e-02,\n", - " 4.4339e-02, 1.2283e-01, -2.2844e-01, -1.5488e-02, 2.2036e-02,\n", - " 5.1570e-02, 2.5603e-02, 1.3208e-02, -2.3254e-02, 2.5903e-01,\n", - " -3.7322e-02, -8.4126e-02, -8.3285e-02, -3.4295e-02, -1.6127e-01,\n", - " -9.8825e-02, 6.7793e-02, 7.7932e-02, 4.4187e-02, -5.2823e-02,\n", - " -3.7790e-02, 5.1521e-02, -1.4687e-03, -6.9830e-02, -4.1945e-02,\n", - " 2.4203e-01, -3.0522e-02, -4.1389e-02, -1.9859e-02, -1.0494e-01,\n", - " 1.0854e-01, 3.0142e-02, -1.9002e-01, -6.8919e-02, 1.5828e-01,\n", - " 6.4635e-02, -5.0537e-02, -2.3225e-02, 2.0059e-01, 8.4864e-03,\n", - " -4.4478e-02, -2.2666e-02, 1.8239e-02, -3.7124e-02, -6.8431e-02,\n", - " 8.5613e-02, -8.3663e-02, 1.3819e-01, 9.0471e-02, 4.7371e-02,\n", - " 1.4059e-01, 4.2239e-02, -5.9315e-02, -1.3510e-02, -6.7688e-02,\n", - " 1.2778e-01, 8.7979e-02, -5.1866e-02, -8.5598e-02, -4.7889e-02,\n", - " 3.9641e-02, 3.4937e-02, 3.8436e-02, 1.9870e-02, 3.6742e-02,\n", - " 1.0254e-01, -5.2417e-02, -3.4583e-02, 3.3809e-03, -2.4272e-02,\n", - " -3.6904e-02, 1.5232e-01, 2.3057e-02, -6.1406e-02, 1.5491e-01,\n", - " 7.2610e-03, -2.8631e-03, -2.6343e-01, -7.2982e-02, -2.8003e-02,\n", - " 1.7058e-01, -3.4390e-02, -3.9994e-02, 3.3394e-02, 7.2923e-03,\n", - " 7.7603e-02, 8.1766e-02, 1.9118e-01, -1.0392e-01, -1.2923e-01,\n", - " 1.5261e-02, -1.1451e-02, -5.6891e-02, -5.6221e-02, -9.5668e-02,\n", - " 3.4959e-02, -1.4882e-01, -4.5296e-02, -5.4198e-02, -5.1791e-03,\n", - " -8.6150e-03, 1.6170e-02, -7.9183e-02, 5.1190e-02, 2.0784e-01,\n", - " 2.1288e-01, -2.2918e-01, -8.7714e-02, -5.9614e-02, -1.7093e-01,\n", - " -2.2302e-02, -6.5639e-02, 1.3007e-02, -1.4045e-01, 9.0279e-02,\n", - " 5.8246e-02, 1.7757e-01, -9.9000e-03, -8.9437e-02, -4.9660e-01,\n", - " 4.6532e-01, 1.4165e-01, -2.3080e-01, -5.7419e-02, 4.0208e-02,\n", - " -2.8215e-01, 6.5732e-01, -8.4432e-02, 1.1563e-01, 9.2373e-03,\n", - " 2.1267e-02, 2.5095e-01, 5.4742e-03, 1.3396e-03, -3.3636e-02,\n", - " -3.4537e-01, -1.0975e-01, 1.9603e-01, -1.8149e-01, 9.2642e-02,\n", - " -2.5925e-01, 4.3576e-01, -2.8390e-02, -1.1000e-01, -4.0345e-02,\n", - " 3.7427e-01, 2.2233e-01, 6.8468e-02, -5.6418e-02, -2.7373e-01,\n", - " 3.1904e-01, 2.8227e-01, 4.5177e-01, 5.5871e-02, 3.4351e-01,\n", - " -1.8599e-01, -1.7937e-01, 6.8113e-02, -1.9560e-01, 7.2379e-02,\n", - " -1.2231e-01, 1.6123e-01, 4.9954e-02, -3.0685e-02, 9.7240e-02,\n", - " 1.4346e-02, 4.4284e-01, -2.4737e-01, -2.8470e-01, -1.7316e-03,\n", - " 1.7734e-01, -5.8512e-03, -2.2428e-02, -2.0035e-01, -1.5070e-01,\n", - " 4.3294e-01, 1.3048e-01, -7.8763e-02, -5.5947e-03, 4.3358e-01,\n", - " -5.9521e-02, 1.1365e-02, -4.3341e-02, 5.5436e-03, 7.3392e-02,\n", - " 7.4399e-02, -5.2247e-02, 1.2794e-02, 7.3504e-02, -1.7625e-01,\n", - " -1.8620e-01, -7.6687e-03, 1.0429e-01, -6.5680e-04, 4.2952e-02,\n", - " -3.3484e-02, -6.5974e-02, 7.3887e-02, -2.4738e-01, -9.2251e-02,\n", - " 5.1278e-07, 3.1674e-01, 1.1765e-02, -1.7086e-01, 2.0144e-02,\n", - " 2.8905e-02, -8.8639e-03, 1.1884e-01, -4.8498e-02, -1.3477e-02,\n", - " -6.6626e-02, 5.3787e-02, 8.3792e-03, 9.4380e-02, 2.5920e-02,\n", - " 5.4803e-02, -1.0655e-01, -4.7230e-02, 1.5653e-01, 1.5982e-01,\n", - " 1.8880e-02, -8.5382e-02, 1.0879e-02, 1.2653e-01, 2.0570e-02,\n", - " 8.1563e-02, -1.6467e-03, 1.2383e-01, 5.4735e-02, -1.4669e-02,\n", - " -8.6958e-02, -2.4704e-02, 9.1810e-02, 3.6790e-02, 4.2269e-02,\n", - " 2.6214e-02, -9.3997e-02, 6.7285e-02, 7.7302e-02, -2.3614e-01,\n", - " 1.1277e-01, 6.3391e-02, -3.5829e-02, 1.9878e-02, -6.0446e-03,\n", - " 1.3902e-02, -6.9659e-02, 8.2533e-02, -2.1361e-02, 1.9019e-02,\n", - " -1.3146e-02, 1.0154e-01, -2.5013e-02, -6.0032e-03, -1.5126e-02,\n", - " 8.2739e-02, 8.1304e-02, 3.3957e-02, 5.7780e-02, 9.7489e-02,\n", - " -5.8147e-02, -9.0637e-02, 5.0121e-02, -2.9774e-02, 2.9458e-02,\n", - " 2.1534e-02, 1.1424e-02, -3.9535e-02, 2.8709e-02, -2.3269e-02,\n", - " 4.2547e-02, 5.0932e-03, 5.7767e-01, 6.8402e-02, 3.6074e-03,\n", - " -2.8072e-02, -4.2773e-02, -5.7055e-02, -8.9540e-02, 3.7986e-02,\n", - " -8.9288e-02, -6.9921e-02, 7.2772e-02, -5.6096e-02, -7.1482e-02,\n", - " -8.2207e-02, -5.7653e-02, 8.7706e-02, 7.6060e-02, -1.3794e-02,\n", - " -1.0245e-01, -3.8488e-02, 4.2797e-02, 1.1156e-01, -6.8890e-03,\n", - " -3.8860e-02, -3.5087e-02, 3.7793e-02, -1.5162e-02, -6.4295e-02,\n", - " 1.8360e-02, -1.1452e-02, 2.8287e-02, 4.6928e-02, 3.4585e-04,\n", - " -7.4078e-02, 1.2018e-01, -4.0804e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.0441e-03, 1.3689e-03, -3.9434e-03, 6.4613e-03, -1.4892e-03,\n", - " -1.9084e-03, 5.3346e-04, 2.7463e-04, 3.0279e-04, 1.3987e-03,\n", - " 6.2668e-04, -8.3980e-04, 9.2963e-04, 3.0526e-03, 5.4793e-04,\n", - " -5.3155e-03, -1.1958e-03, 1.5725e-03, 9.8040e-04, 1.4004e-03,\n", - " -3.5909e-03, -1.2560e-03, -2.2645e-03, 4.5728e-03, -1.4357e-03,\n", - " 7.0878e-03, 1.3209e-03, 1.1415e-03, 1.3562e-03, -5.9839e-04,\n", - " -7.5759e-04, 1.5238e-03, -2.7394e-04, -2.6662e-03, -9.7500e-03,\n", - " -2.9413e-03, 3.6765e-03, -8.0697e-04, -3.7855e-03, -7.8704e-04,\n", - " 1.3643e-03, 1.0407e-03, 2.2656e-03, -6.6159e-04, 6.1480e-04,\n", - " 1.0705e-03, 9.1614e-04, -1.2893e-03, 7.1373e-05, 5.2995e-04,\n", - " 4.5932e-04, -8.4730e-04, -5.2598e-04, 3.7081e-03, 1.3428e-04,\n", - " 1.3707e-03, -9.2699e-03, 1.6941e-03, 4.6486e-03, -4.3084e-04,\n", - " -9.1174e-04, 5.9390e-04, -3.6343e-04, 1.3480e-04, 3.1486e-03,\n", - " 9.4782e-03, 3.3457e-04, 3.6641e-03, 4.0554e-03, -1.1247e-02,\n", - " -6.7357e-03, -6.9925e-04, 5.2669e-03, -8.8925e-03, -8.5865e-03,\n", - " 5.4483e-03, 4.2291e-03, 5.1654e-03, 1.2046e-02, 1.9329e-03,\n", - " 1.0402e-02, -2.2832e-03, -1.0828e-03, -7.7560e-03, 4.6727e-03,\n", - " 1.5169e-02, -7.6730e-03, -7.7556e-03, 5.1383e-03, -1.0660e-03,\n", - " 4.6742e-03, -1.9280e-03, -3.5727e-03, 8.2793e-03, 8.3554e-03,\n", - " -1.0741e-02, 3.6171e-03, 6.7779e-04, -3.6308e-03, 4.3056e-03,\n", - " 1.1010e-02, 4.2350e-03, 3.6289e-03, 3.3126e-03, -1.0095e-03,\n", - " 2.3365e-04, -1.7701e-04, -7.2488e-03, -9.3016e-03, 5.0050e-04,\n", - " -5.5789e-03, -5.3507e-03, -3.0950e-03, 1.2153e-03, -3.3957e-03,\n", - " 2.7965e-03, -4.4673e-03, 9.4059e-03, -4.6939e-03, 1.1412e-03,\n", - " -2.2597e-03, -2.1981e-03, 4.6398e-03, -4.6788e-03, 1.1694e-02,\n", - " -8.6865e-03, 5.2599e-04, -7.8855e-03, 1.0934e-03, 3.5553e-03,\n", - " 4.9240e-03, -5.1528e-03, -2.3380e-04, 1.7372e-03, 4.8919e-04,\n", - " 4.4564e-04, -7.1640e-04, 7.1178e-03, -3.2159e-03, 2.6002e-03,\n", - " -4.6343e-04, -1.8761e-03, 3.0307e-03, -1.7287e-03, -1.1472e-03,\n", - " -1.7795e-04, 5.4250e-03, -1.8490e-03, -1.5405e-03, 3.8756e-03,\n", - " 3.6301e-03, 1.7624e-03, -4.1888e-04, 5.2788e-04, -1.3847e-03,\n", - " 1.8162e-03, 5.1979e-03, -1.6769e-04, 3.2218e-03, 1.9448e-03,\n", - " 4.2212e-04, 1.4786e-03, -1.1618e-04, -7.5453e-04, 2.7817e-04,\n", - " 3.5576e-03, 3.3683e-03, -2.3536e-03, -6.5503e-04, 1.6933e-03,\n", - " 2.7853e-03, -5.2000e-03, -1.4945e-04, 1.2100e-03, -5.9097e-04,\n", - " -9.9565e-04, -2.5361e-03, -4.5888e-03, 4.5979e-03, -7.9534e-04,\n", - " 8.9417e-04, 8.1526e-05, -1.3397e-03, 2.3279e-03, 2.8537e-03,\n", - " 1.2432e-02, 3.1424e-03, -2.9543e-03, -3.9430e-03, 4.4507e-03,\n", - " 2.5661e-03, 3.3989e-03, -9.1040e-04, -4.4599e-03, 9.0093e-04,\n", - " -5.1682e-03, -2.9268e-03, -7.3542e-03, 4.9652e-04, -1.8690e-03,\n", - " -1.8926e-03, -2.3462e-04, 4.3676e-03, 2.2576e-03, -1.9120e-05,\n", - " 1.8887e-03, -1.2532e-02, -8.0256e-03, -8.0721e-04, 2.3846e-03,\n", - " 1.7169e-04, 5.6851e-03, -5.5821e-03, 1.4118e-03, 1.0748e-03,\n", - " 1.8289e-03, -5.0771e-03, 1.0130e-03, -2.2419e-03, 4.8901e-04,\n", - " -1.2441e-05, 7.5470e-04, 3.8318e-03, -3.5594e-03, -1.6058e-03,\n", - " 6.5638e-03, -5.9850e-04, 2.6132e-03, 2.2498e-03, 1.2037e-03,\n", - " -1.0659e-03, -1.8633e-03, 4.2239e-03, 3.4310e-03, -1.5420e-03,\n", - " -4.0928e-03, -2.7162e-03, 5.1966e-04, -1.9576e-03, -9.1512e-04,\n", - " -1.2544e-03, 5.8817e-03, 5.4121e-03, 1.3099e-03, -5.0480e-03,\n", - " -5.3172e-03, 1.6385e-03, -9.1118e-03, -2.2725e-03, 3.0670e-03,\n", - " 1.0851e-03, 3.0508e-03, -5.5764e-03, 2.0700e-03, 2.3309e-03,\n", - " 2.9400e-03, 9.5438e-03, -1.6201e-03, -6.8563e-03, 5.6020e-03,\n", - " 1.1154e-02, 2.1747e-03, 1.4131e-02, -2.4545e-02, 3.1373e-03,\n", - " 9.7459e-03, -2.1978e-03, -4.4479e-03, 1.6435e-03, 4.9989e-03,\n", - " -7.0998e-03, -1.3566e-03, -2.8348e-03, -7.4927e-03, -1.4080e-03,\n", - " 9.8485e-03, 2.9718e-03, -6.8947e-04, -9.4031e-03, 1.5350e-02,\n", - " -5.5662e-03, -1.1751e-02, -1.3801e-02, -1.0765e-02, 8.6861e-03,\n", - " -5.3052e-03, -1.0070e-02, -1.5609e-03, 3.3453e-03, -1.3292e-03,\n", - " -5.7872e-03, 7.7676e-03, -8.1213e-03, -1.4545e-03, -3.6492e-03,\n", - " 5.8688e-03, 1.2532e-03, -1.5463e-03, 9.9670e-03, -2.6222e-03,\n", - " 5.6471e-03, -2.1333e-03, 4.8168e-03, 1.3471e-04, -7.5099e-03,\n", - " -1.1230e-03, 7.4495e-03, 2.1129e-04, -2.7851e-03, 7.4338e-03,\n", - " -9.4473e-03, -3.6843e-03, -4.0702e-03, 8.5089e-03, -5.7787e-03,\n", - " 1.4650e-02, 4.7674e-03, 5.1760e-03, -2.1781e-03, -1.8996e-03,\n", - " 6.2460e-04, -3.1290e-03, 1.3608e-03, 2.4047e-03, 2.0628e-03,\n", - " -3.2602e-03, 5.5447e-03, -2.8735e-03, 1.7623e-03, 7.1874e-05,\n", - " 2.1226e-03, 1.3270e-03, -1.4843e-03, -1.5056e-03, -2.6795e-05,\n", - " -1.2762e-05, 1.0878e-03, -3.0357e-03, 1.6317e-03, 2.6342e-03,\n", - " -3.4545e-03, -1.3665e-03, 3.8459e-03, 2.2929e-03, 1.3371e-03,\n", - " 1.4433e-03, 3.7467e-03, -1.0538e-03, -9.2442e-05, -1.4064e-03,\n", - " 4.6103e-03, -3.7210e-03, 1.0919e-03, -3.7678e-04, -1.0539e-03,\n", - " -3.0968e-04, 5.1944e-04, 5.1615e-03, 1.8536e-03, 3.7833e-03,\n", - " -6.5290e-03, -6.1298e-03, 3.7474e-03, 2.1960e-03, 6.9209e-04,\n", - " -7.8338e-04, -1.7817e-04, 1.8147e-03, 3.2978e-03, -3.5204e-04,\n", - " 3.0344e-03, -5.9179e-04, 1.3784e-03, 4.7867e-03, -4.5108e-04,\n", - " -2.4946e-03, -3.9413e-03, -1.5173e-03, -5.7540e-04, -1.1008e-03,\n", - " 8.3574e-04, 1.0704e-03, 1.8629e-03, 3.9646e-04, -7.7140e-04,\n", - " 1.0462e-02, 1.1229e-02, -1.7485e-02, 1.1333e-02, 3.8884e-03,\n", - " -1.6043e-02, 1.3526e-02, -2.8029e-02, 4.5591e-03, -1.6116e-03,\n", - " 1.4226e-02, 2.9161e-03, -3.8195e-03, -2.4383e-03, -5.5529e-03,\n", - " -2.0883e-03, 3.1088e-03, -7.4964e-03, -1.4530e-02, 1.7738e-02,\n", - " 6.7353e-03, -9.1193e-03, -2.7397e-03, 1.1844e-02, 6.3929e-03,\n", - " -1.4143e-02, -6.4322e-03, 1.9786e-02, -3.0842e-03, 3.2740e-03,\n", - " -3.3810e-03, -6.7959e-04, 2.5417e-04, 4.5992e-03, 1.0335e-02,\n", - " 9.2517e-03, -5.1181e-03, -1.5245e-02, -5.1293e-03, 2.2085e-02,\n", - " 3.0031e-03, -5.0844e-03, 1.8939e-03, 5.6926e-03, -4.5820e-03,\n", - " -5.0711e-03, -2.2061e-03, -2.1429e-03, 4.1158e-03, -1.0520e-02,\n", - " -3.7363e-03, 6.5011e-03, 1.5799e-02, 5.9543e-03, 1.5043e-03,\n", - " 3.6700e-03, 6.1886e-03, 8.4951e-03, 3.2214e-03, -1.5772e-02,\n", - " 6.7678e-04, -1.2508e-03, -9.6835e-04, -1.6958e-03, -7.0949e-03,\n", - " -5.1247e-03, 4.0065e-03, 1.2487e-03, -2.2215e-03, 5.5468e-04,\n", - " -6.2119e-03, -2.6922e-03, -4.8754e-03, -6.7412e-03, 5.1497e-03,\n", - " 6.2999e-04, -7.7962e-03, -3.4909e-03, -2.1342e-03, -2.6067e-03,\n", - " -5.8847e-03, -2.8624e-03, -7.1139e-04, 2.4397e-03, 5.5396e-03,\n", - " -2.4676e-03, -9.3474e-04, 2.2739e-03, -5.4292e-04, 2.9439e-03,\n", - " -1.8736e-03, -1.0395e-03, -1.1034e-03, 5.3041e-04, 3.8776e-03,\n", - " -4.6939e-03, -1.3208e-03, -3.3843e-03, 4.3633e-04, 2.4805e-03,\n", - " 6.8817e-03, 1.5071e-04, -1.2337e-03, -7.9917e-04, 1.9457e-03,\n", - " -4.6236e-04, -4.6216e-03, -5.0001e-03, 9.3105e-04, 4.0314e-03,\n", - " -1.3191e-03, -2.2803e-03, -4.3429e-03, 2.9142e-03, 2.1468e-03,\n", - " 8.7352e-04, -2.8078e-04, -2.4947e-03, -6.3734e-03, -3.7210e-03,\n", - " -2.3051e-03, 6.2440e-04, 4.1120e-03, -5.4283e-04, -2.1785e-03,\n", - " 1.1105e-02, -6.7743e-03, 2.7560e-03, 5.6815e-04, 1.7481e-03,\n", - " 2.0510e-03, 6.1667e-04, 1.1443e-04, -4.1993e-03, 1.9060e-03,\n", - " 2.5793e-03, 1.7883e-03, 1.0902e-03, 4.7769e-04, 2.6538e-03,\n", - " 4.4822e-03, -1.9466e-04, 2.7458e-03, -2.6723e-03, 2.2496e-03,\n", - " 1.7401e-03, -2.7161e-03, 3.9613e-04, 1.6993e-03, 2.6540e-03,\n", - " 3.1209e-03, -2.3843e-04, -2.8749e-03, -1.1671e-03, 3.6487e-03,\n", - " 1.0841e-03, -8.6129e-05, 2.7318e-03, 1.8443e-03, 4.0914e-03,\n", - " 2.2688e-03, 3.8539e-03, -4.0144e-04, 2.8915e-03, -6.7054e-04,\n", - " -1.5408e-03, -2.1888e-03, -2.8955e-03, 1.8109e-03, -2.0393e-03,\n", - " 1.5793e-03, -1.4539e-03, 1.5752e-03, -9.2535e-04, -2.3895e-04,\n", - " 9.0203e-04, -2.3521e-03, 6.1890e-04, -1.3119e-03, 6.3980e-04,\n", - " -3.0881e-03, -3.2183e-03, 2.7034e-03, 2.0561e-03, -2.2701e-03,\n", - " -4.5080e-03, 4.2629e-03, -6.3577e-04, 7.7316e-05, -4.4811e-05,\n", - " 9.4819e-04, 1.2280e-03, -1.7828e-03, 5.3695e-04, -4.3194e-03,\n", - " -7.6021e-04, 3.9560e-04, 1.2701e-03, 2.1540e-03, -9.1881e-04,\n", - " 1.4440e-03, -5.6651e-03, -5.1690e-05, -4.0822e-03, 4.0124e-03,\n", - " -2.6027e-03, 1.6107e-04, 2.6225e-03, 2.4264e-03, -4.0761e-03,\n", - " 2.1750e-03, 4.7726e-04, -4.3111e-03, -1.0376e-03, -5.7166e-04,\n", - " 1.6013e-04, -4.9116e-03, -7.6650e-04, 1.0801e-03, 4.5168e-04,\n", - " -2.4396e-03, -1.1829e-03, 3.0801e-03, -2.2683e-03, 1.6823e-03,\n", - " 2.6931e-03, -2.4151e-03, 3.5837e-03, -4.2898e-04, 2.1475e-03,\n", - " -3.1117e-03, -5.4902e-05, 4.3549e-04, -4.6292e-03, 6.1178e-05,\n", - " -2.2557e-03, 7.0227e-03, -1.0547e-03, 1.2257e-03, 2.0354e-04,\n", - " -2.0588e-03, -6.1874e-03, 4.1461e-03, 4.1408e-03, 5.0044e-04,\n", - " 2.6121e-03, -2.7004e-03, 6.8363e-04, 1.3157e-03, -3.3623e-03,\n", - " -1.8640e-03, -1.4588e-03, -1.4800e-03, 1.8468e-03, -2.3250e-03,\n", - " 2.7134e-03, 5.9013e-03, -1.1770e-04, -7.8681e-03, 2.5490e-04,\n", - " 3.1058e-03, -5.6438e-03, 2.6721e-03, -3.7445e-03, 5.7868e-03,\n", - " -2.1992e-04, -5.7012e-03, -6.4063e-03, 2.8807e-04, -4.4331e-03,\n", - " -4.0420e-03, 6.3774e-03, -2.5768e-03, 1.2755e-03, 4.0350e-04,\n", - " -1.1534e-02, -1.1110e-02, -4.9638e-03, 1.9212e-03, 1.7321e-03,\n", - " 2.1973e-03, -7.2445e-03, -8.2829e-03, 8.0332e-03, 3.6778e-03,\n", - " 1.1086e-03, 2.6970e-03, -4.7765e-03, -2.9143e-03, 2.5620e-03,\n", - " 8.3624e-04, 4.8012e-04, -8.7049e-04, 2.2803e-03, -5.0312e-03,\n", - " 8.7249e-04, -5.0246e-03, -1.6031e-03, -6.7433e-03, 2.1957e-03,\n", - " -1.1002e-02, -7.4774e-03, -2.1632e-04, -1.4669e-03, 4.8358e-03,\n", - " 4.7983e-03, 2.1324e-03, -1.8465e-03, -4.7259e-03, 3.1237e-03,\n", - " 3.1692e-03, 5.6853e-03, -8.5337e-03, -3.4333e-03, 4.0290e-03,\n", - " 2.6862e-04, 1.9783e-03, 2.4356e-03, -5.5165e-04, 1.3959e-03,\n", - " 7.9357e-03, 1.5520e-03, 1.1750e-03, 1.7305e-03, -1.3418e-03,\n", - " -9.0775e-04, 2.8726e-03, 3.0854e-03, 8.7991e-04, -3.1581e-03,\n", - " 4.2784e-03, -7.0012e-03, 6.4626e-03, 9.3355e-03, 1.9080e-03,\n", - " 7.0376e-04, -3.7505e-04, -6.1540e-03, 3.6263e-03, 3.4948e-03,\n", - " -2.4074e-03, 1.7909e-03, 7.9083e-04, -4.0802e-03, 1.2530e-02,\n", - " 6.2071e-03, 1.2029e-02, 7.8042e-03, -8.4164e-03, 8.8836e-03,\n", - " 1.6583e-02, 8.0705e-03, -1.1590e-02, 6.6422e-03, -7.0353e-03,\n", - " 4.7486e-03, 2.7343e-03, 5.9411e-03, 6.3777e-04, 3.4606e-03,\n", - " -6.3848e-03, 4.8333e-03, -1.1083e-02, -3.8611e-03, 2.3024e-03,\n", - " -3.8309e-03, -1.8349e-03, -4.7402e-03, -1.3764e-02, -2.0514e-03,\n", - " -3.3994e-03, -3.5159e-03, -1.8088e-02, -7.2693e-03, 3.1761e-03,\n", - " 1.3863e-02, 2.8904e-03, 5.7310e-03, 6.0737e-03, -6.6675e-03,\n", - " 4.7887e-03, -9.9696e-04, -1.8433e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.8129e-03, 2.6508e-02, -5.9689e-03, -5.0827e-03, -1.2937e-02,\n", - " -2.2209e-02, 1.0012e-01, 1.4342e-02, -7.7452e-03, -1.3408e-02,\n", - " 1.5780e-03, -3.5284e-02, -1.9591e-02, -9.3217e-03, 2.2370e-02,\n", - " -2.5708e-02, -1.3782e-02, -2.4320e-02, -2.6431e-02, 3.0684e-02,\n", - " 2.2398e-02, -2.3781e-03, 1.0013e-02, -3.6587e-02, 8.1336e-03,\n", - " -4.7603e-03, -2.2892e-02, 2.1258e-02, -1.2976e-02, 2.4421e-02,\n", - " 2.2330e-02, 9.1706e-03, -2.1805e-02, 1.3630e-02, 3.2194e-02,\n", - " 8.5526e-03, 3.3404e-02, 8.2482e-03, -1.1307e-02, 6.0176e-03,\n", - " 2.8629e-02, 1.1331e-02, 2.8856e-03, -2.9103e-03, 4.7134e-02,\n", - " 5.1281e-04, -1.1918e-02, 3.0561e-02, 8.8318e-03, 5.2403e-03,\n", - " -4.9838e-03, 4.6464e-02, 1.9512e-02, 1.9514e-02, -1.4155e-03,\n", - " 7.2931e-03, -1.2846e-02, 4.6986e-03, -1.5590e-02, -1.2953e-03,\n", - " 1.1079e-02, 2.3337e-02, -2.0799e-02, 2.8913e-03, 8.7149e-02,\n", - " -5.9323e-03, -3.2943e-02, 1.8664e-02, 1.2668e-02, -3.8752e-03,\n", - " -7.7159e-03, -1.7853e-03, 7.9928e-02, -4.2253e-03, -5.2578e-02,\n", - " -5.1078e-03, 8.6303e-02, -5.1037e-02, 3.8518e-03, 5.8927e-02,\n", - " -1.9571e-02, -3.3890e-02, 2.3259e-02, -7.0688e-02, 2.6496e-02,\n", - " -1.2192e-02, 7.4369e-03, -3.2417e-02, 4.9886e-02, 3.2132e-02,\n", - " 2.8312e-02, -6.0256e-02, -6.3618e-06, 4.8589e-02, -5.6735e-02,\n", - " -2.9321e-02, -8.3820e-03, -3.1116e-02, -5.2021e-02, 1.8531e-02,\n", - " 9.2260e-02, -7.1223e-02, -2.6094e-02, -5.8738e-02, 8.0389e-04,\n", - " -5.3020e-02, 8.8644e-03, 2.7536e-02, -4.0667e-02, 6.0919e-02,\n", - " -2.1711e-02, 7.5447e-02, -1.9029e-02, -8.5780e-02, -1.1432e-02,\n", - " 1.9032e-03, 8.1654e-02, 2.0699e-01, 7.5145e-02, 5.7094e-02,\n", - " 9.8522e-02, -4.9044e-03, -4.2386e-02, 9.2326e-02, 7.4404e-02,\n", - " -3.2874e-02, -4.4925e-02, -3.8013e-02, 1.4697e-02, 8.9698e-04,\n", - " 1.5888e-03, -2.1989e-02, 9.2527e-03, -5.7683e-03, 5.0916e-03,\n", - " -5.3754e-04, 3.2732e-03, -1.5027e-02, 1.6596e-02, -9.5500e-03,\n", - " 1.1293e-02, 7.4547e-03, -5.4322e-03, 9.5094e-03, -6.0146e-03,\n", - " 1.4320e-03, -1.3814e-02, 1.2610e-02, -2.1334e-02, -3.3188e-03,\n", - " 4.6782e-03, 1.0174e-02, 3.8808e-02, -4.2998e-03, 2.7563e-02,\n", - " -3.3018e-03, -1.5392e-02, 1.5419e-02, -3.3091e-03, 1.0841e-02,\n", - " -1.8768e-03, 3.6312e-03, -3.0392e-02, 2.5744e-02, 1.9424e-02,\n", - " 4.5634e-03, -1.5982e-02, -8.7312e-03, 8.1496e-03, -1.4118e-02,\n", - " -1.3542e-02, -1.1802e-02, 7.4023e-03, 2.4704e-02, 1.3830e-02,\n", - " -8.2721e-03, -5.1248e-03, 1.2204e-02, -1.6824e-02, -1.3276e-02,\n", - " 3.2982e-03, -7.9165e-03, 1.5572e-02, -1.8480e-03, 3.6280e-03,\n", - " -6.7343e-03, -2.2357e-02, -1.1292e-02, -3.5560e-03, -5.5644e-03,\n", - " 3.8120e-03, -6.7945e-03, 3.7204e-02, 6.6037e-03, 9.4042e-03,\n", - " -1.8598e-02, 9.2300e-03, 8.1820e-03, 1.9033e-02, -4.6107e-03,\n", - " 1.0007e-02, -1.3119e-02, 5.2465e-03, 4.1959e-03, -2.5548e-03,\n", - " -1.8053e-02, 6.8210e-03, -8.5407e-03, 1.8353e-02, -2.1082e-02,\n", - " 6.2724e-04, 1.0498e-02, -5.6325e-03, -1.3830e-02, 9.2134e-03,\n", - " -8.2288e-03, 1.0566e-04, -3.0164e-02, 8.9551e-03, 2.6633e-02,\n", - " -2.4790e-02, -7.2232e-03, -1.1890e-02, 1.0664e-02, -2.5805e-03,\n", - " 2.5467e-02, -2.8718e-02, 1.6059e-02, 7.5293e-04, -1.5438e-02,\n", - " 3.9439e-04, 1.1857e-03, 2.2813e-02, 1.8426e-03, 3.7120e-03,\n", - " 1.3219e-04, -1.4604e-02, 9.6703e-03, -2.0590e-03, 7.0204e-03,\n", - " 8.7983e-03, -9.0715e-03, 1.3154e-02, -2.6238e-02, -4.1779e-03,\n", - " -2.4061e-02, -1.0726e-04, -3.0806e-03, 1.5580e-02, 1.1468e-03,\n", - " -7.3156e-03, -3.1759e-02, 1.2917e-02, -9.2335e-03, 4.1503e-03,\n", - " 2.0236e-03, 9.2554e-02, -4.6261e-02, 5.1292e-02, 5.8006e-02,\n", - " 5.6099e-02, -6.5914e-02, -9.6557e-02, 1.0006e-01, -4.1498e-02,\n", - " -6.8991e-02, 1.1660e-01, -1.1426e-01, -3.3637e-02, -1.7708e-03,\n", - " -4.4200e-02, 8.7982e-02, 3.3352e-02, 3.5369e-02, -2.4009e-02,\n", - " -1.9061e-02, 2.8139e-02, -1.5726e-02, -1.0278e-02, -3.3332e-02,\n", - " -1.1317e-02, -6.1090e-02, -6.4469e-03, -8.2924e-02, 3.8975e-02,\n", - " -3.6118e-02, -1.0058e-01, 1.4186e-01, 4.7030e-02, 4.5983e-04,\n", - " 1.4726e-02, 1.4800e-01, 3.9049e-02, 8.4341e-02, -1.9048e-01,\n", - " 5.6092e-02, 6.1182e-02, -1.3168e-01, -1.2602e-02, -2.5697e-02,\n", - " -5.4492e-02, -5.4454e-03, -1.9400e-03, -2.2984e-02, 8.4429e-02,\n", - " -6.7835e-02, -5.5231e-02, 9.6776e-02, -6.1501e-02, 2.6296e-02,\n", - " 2.4404e-02, -1.8593e-01, 4.1782e-02, -1.2975e-01, -1.2980e-02,\n", - " 5.8256e-02, 7.0192e-02, -2.5236e-02, 5.2993e-02, 2.8340e-02,\n", - " 8.4497e-03, -9.0652e-03, 7.2280e-03, 5.8151e-03, 3.1684e-03,\n", - " 8.9052e-03, 1.6661e-02, -1.4261e-02, 2.4334e-03, -4.7054e-03,\n", - " 1.9333e-02, 5.5633e-03, -2.7951e-03, -1.6494e-02, 5.5202e-03,\n", - " 9.2111e-03, -1.5561e-03, 7.0928e-03, -7.8143e-03, -1.3979e-02,\n", - " -1.0608e-02, 3.2574e-02, -6.4949e-03, -5.7072e-03, 2.4415e-02,\n", - " 1.1604e-03, -8.5885e-03, 2.2998e-02, -2.6142e-04, 1.0416e-02,\n", - " 1.6488e-02, -6.7634e-03, 6.5589e-03, 6.5733e-03, -3.0783e-02,\n", - " -1.9483e-02, 8.9619e-04, 3.2117e-02, 9.6553e-03, -1.0271e-03,\n", - " -2.3810e-02, -9.9003e-03, 4.3058e-03, 1.2705e-02, -1.5263e-02,\n", - " -3.6671e-02, 1.7822e-02, 1.2827e-02, -1.9555e-02, -3.3258e-02,\n", - " 6.1369e-03, -3.6036e-02, -1.2705e-02, -4.9490e-03, 1.3485e-02,\n", - " 1.5963e-02, -9.7227e-03, -2.5830e-03, 3.0326e-02, -8.1032e-02,\n", - " 2.9491e-03, 2.2105e-03, -4.2584e-02, 1.1577e-03, -4.8129e-01,\n", - " 4.4766e-04, 6.0460e-02, 1.9441e-02, 6.6156e-02, 7.8706e-03,\n", - " -1.6168e-01, 1.6232e-02, 3.7236e-03, -3.1171e-02, 6.6477e-02,\n", - " -3.2638e-02, -2.3085e-02, 1.8003e-02, -3.1251e-02, -3.5283e-01,\n", - " -4.0529e-03, 2.3607e-02, 4.5410e-02, 2.9353e-02, -3.5453e-02,\n", - " -2.1813e-03, 7.9803e-02, 7.4158e-03, 1.8503e-02, 1.2606e-02,\n", - " 3.3811e-03, -5.7398e-03, -4.5430e-02, 1.1265e-01, 3.0235e-02,\n", - " 6.1094e-02, 3.1771e-02, -2.0236e-03, -3.4617e-03, -1.8127e-02,\n", - " -1.2413e-01, 2.5190e-01, -5.4629e-02, -3.8023e-02, 2.4648e-02,\n", - " 5.8730e-03, -1.9671e-02, 4.7483e-02, -4.6909e-03, 5.2543e-02,\n", - " -2.8612e-02, -5.0765e-03, 9.2424e-03, 6.2705e-02, -2.0282e-02,\n", - " 1.2044e-01, 2.4475e-02, -3.3712e-02, 7.0468e-02, -9.4676e-02,\n", - " 5.2563e-03, 3.0934e-02, -1.8878e-02, 8.8762e-03, -8.1467e-03,\n", - " -6.6265e-02, -8.2100e-02, -3.9716e-02, -5.7637e-03, 2.5203e-02,\n", - " 1.5836e-02, -1.8065e-03, -3.5337e-02, 5.0966e-03, -5.6324e-03,\n", - " -8.1579e-03, -3.1573e-02, 2.1848e-02, 1.3425e-02, 2.7656e-02,\n", - " -3.4971e-02, 1.6067e-02, 5.1449e-03, -3.8152e-02, -5.3493e-03,\n", - " 2.8479e-03, -3.3248e-02, -1.0404e-02, 1.8312e-02, -2.3801e-03,\n", - " -1.9781e-02, 1.7574e-02, 2.5091e-02, -1.5582e-03, 4.8695e-03,\n", - " -1.3350e-02, 1.7213e-02, 4.4016e-02, -5.6341e-03, 1.2105e-02,\n", - " 4.0627e-03, 1.5585e-02, -2.3202e-02, -4.7016e-03, 2.7046e-02,\n", - " 4.1824e-03, 6.9564e-03, 4.8997e-03, 2.8509e-02, 6.4025e-03,\n", - " 4.6989e-03, 1.0584e-02, 1.5640e-02, 3.7395e-03, -8.7291e-03,\n", - " 5.9854e-03, -2.4850e-02, -3.8676e-02, 5.4634e-03, -1.8908e-02,\n", - " -1.0258e-02, -3.7428e-03, -2.7284e-03, 1.7768e-02, 9.3654e-03,\n", - " -5.2298e-04, -1.9852e-02, -1.3110e-02, -5.0818e-03, -9.2562e-03,\n", - " 8.3830e-03, 8.8159e-03, -2.4891e-03, -3.0165e-03, -1.9143e-02,\n", - " -2.3548e-04, 1.5552e-02, 1.1036e-02, -6.4004e-03, 4.6297e-03,\n", - " -1.8867e-02, -1.0295e-02, -9.6020e-04, 1.8116e-02, 3.1932e-03,\n", - " 5.8655e-03, 4.6039e-03, -1.3302e-02, -2.5399e-02, -7.0925e-03,\n", - " -7.7740e-03, 7.4325e-03, 9.6250e-03, -2.4010e-02, -3.1733e-02,\n", - " -1.0161e-02, -3.3211e-03, 5.2639e-02, 2.5046e-02, 8.5706e-03,\n", - " -1.3812e-02, 1.7818e-02, 1.8384e-03, 1.1397e-02, -6.2381e-03,\n", - " -5.6409e-03, 3.7058e-03, -6.9016e-03, -8.7943e-03, -2.0281e-03,\n", - " 7.7959e-03, 7.5765e-03, 8.8297e-03, 7.0037e-03, -3.0030e-02,\n", - " 1.7475e-02, 2.7792e-02, 9.1701e-03, -1.2093e-02, 1.3838e-02,\n", - " 1.0025e-02, 9.2024e-03, -4.3533e-03, -2.8230e-04, -4.9528e-02,\n", - " 1.3203e-02, 4.2774e-02, -3.1744e-03, -8.5815e-04, -1.1459e-02,\n", - " -2.4913e-02, 1.5956e-02, -1.4069e-02, 2.3993e-02, -2.7023e-03,\n", - " 1.7005e-02, -3.2020e-03, 2.6245e-02, -7.4888e-03, -4.3722e-03,\n", - " -1.1812e-02, -1.5536e-02, -2.3831e-02, -6.0103e-03, -7.8979e-03,\n", - " -4.7921e-03, -8.6674e-05, 1.3561e-02, 1.6468e-02, 5.2235e-03,\n", - " -7.1893e-03, 5.0759e-03, 9.9182e-03, 7.1578e-03, -3.7875e-02,\n", - " -4.8766e-03, -2.5935e-03, 4.8208e-02, 2.4876e-02, 4.8782e-03,\n", - " 6.9570e-03, -1.8018e-02, 4.7554e-02, -1.7087e-02, 1.6875e-02,\n", - " -7.4085e-02, 9.8432e-03, 2.8966e-02, -7.5918e-03, 1.8558e-02,\n", - " -6.3647e-03, 1.1874e-02, 2.6161e-03, 1.2529e-02, -6.4564e-03,\n", - " 4.1110e-02, 2.9454e-04, 1.2163e-02, -9.8757e-03, -1.1985e-02,\n", - " 5.6716e-03, 1.3403e-02, 1.8619e-02, -2.4112e-02, 1.1653e-02,\n", - " -1.1104e-02, -3.0134e-03, -5.5630e-03, -5.0272e-03, 6.6754e-03,\n", - " 4.0264e-03, -1.0785e-03, 7.3756e-03, 8.2690e-03, -1.0289e-02,\n", - " -8.9700e-03, 9.8963e-03, -3.6831e-03, -1.0341e-02, 1.1618e-04,\n", - " -9.9381e-03, -2.2362e-02, -3.8294e-02, -8.7182e-03, 1.1841e-02,\n", - " 2.6323e-02, 3.7357e-02, 2.2811e-02, 1.1782e-02, -1.8960e-02,\n", - " -2.0880e-03, -1.5634e-02, 2.1352e-03, -1.1822e-02, 3.5180e-04,\n", - " -9.3261e-03, 2.7316e-02, 1.1838e-02, -7.1764e-03, 3.0449e-03,\n", - " -1.4200e-03, -2.3677e-02, 2.4740e-03, -2.1884e-03, -1.6116e-02,\n", - " -6.7760e-03, -1.2296e-02, -3.3730e-03, -7.8930e-04, -6.3619e-03,\n", - " 4.0746e-02, -1.2940e-02, 1.4916e-02, 2.0118e-02, -1.5035e-02,\n", - " 8.3591e-03, 6.2716e-03, 1.9748e-02, 5.5385e-03, -8.7462e-03,\n", - " 2.0420e-02, -4.4931e-03, -8.1561e-04, 2.2401e-02, -1.9849e-02,\n", - " 8.3738e-03, 2.2225e-02, 4.2153e-02, 3.1443e-02, 1.7374e-02,\n", - " -4.8198e-02, 1.3560e-02, -2.0555e-02, -5.7197e-03, -2.2633e-02,\n", - " 5.4238e-03, -2.9493e-02, 2.2874e-02, -3.4183e-02, -1.5615e-03,\n", - " 6.8246e-03, 2.2228e-02, 2.7680e-02, 3.5617e-03, 1.6775e-02,\n", - " 3.8134e-02, -2.3393e-02, 1.5263e-02, -5.0233e-02, 1.2701e-02,\n", - " -1.6159e-02, 3.0610e-03, -3.4465e-02, -2.7657e-02, -5.5255e-02,\n", - " -1.9283e-02, 4.9768e-02, 6.4304e-02, 2.0457e-02, -2.5747e-02,\n", - " -1.9802e-02, 3.6481e-02, 7.7744e-02, 4.6390e-02, 4.0655e-02,\n", - " -1.5900e-02, 2.1784e-02, -1.7846e-02, 1.3006e-02, -6.0668e-02,\n", - " -1.5085e-02, -9.9369e-03, -5.4299e-02, -1.2253e-02, -4.1137e-02,\n", - " -1.3304e-02, -1.9748e-02, 1.7892e-02, -3.7758e-03, 5.8765e-02,\n", - " 5.7162e-03, -4.4922e-02, 4.6295e-02, 1.9042e-02, -1.4007e-02,\n", - " -9.1297e-03, 6.0778e-02, -2.3442e-03, -8.6361e-02, -3.0287e-02,\n", - " 9.9742e-03, -2.7160e-02, 5.2017e-02, -1.1842e-01, -5.6493e-02,\n", - " 2.6794e-03, -6.4809e-02, -3.5672e-03, -3.5041e-04, 4.7718e-02,\n", - " -2.8833e-03, -2.4371e-02, 2.3874e-02, -3.7806e-02, -3.4143e-02,\n", - " -2.8742e-02, 3.3143e-02, 1.9835e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.9466e-02, 5.7151e-02, 1.2936e-02, 1.9204e-02, 8.0533e-03,\n", - " -3.2471e-02, -6.7176e-02, -4.8875e-05, 1.8813e-02, -5.8617e-02,\n", - " 6.2070e-03, 8.5483e-02, 5.9425e-02, -1.0913e-01, 2.5533e-02,\n", - " 9.5683e-02, 4.3458e-02, -2.9317e-02, 1.8295e-02, -3.2163e-02,\n", - " -1.0856e-01, -2.0412e-02, -4.1794e-02, 1.1456e-02, 5.0558e-03,\n", - " -9.7509e-03, 2.4223e-02, 6.6668e-02, 5.3622e-02, 1.0672e-01,\n", - " 6.2376e-02, -5.1854e-02, 2.5027e-02, 2.1163e-02, 2.6222e-02,\n", - " 4.0938e-02, 3.3725e-02, 5.6189e-02, -2.0291e-02, 4.7580e-02,\n", - " -5.7603e-02, 4.3037e-03, 4.8257e-02, 3.2742e-02, 2.3764e-02,\n", - " 1.1970e-02, 7.2588e-03, -2.9376e-02, 1.5711e-02, -9.3844e-03,\n", - " 2.6842e-02, 1.2319e-02, 1.3784e-02, 4.4084e-02, 1.0995e-01,\n", - " -1.8706e-02, -1.1899e-01, -2.6033e-02, -3.4656e-02, -3.6541e-02,\n", - " 6.7243e-02, 1.2687e-02, -1.3839e-01, -3.8657e-02, -6.6772e-02,\n", - " -4.5952e-02, 1.8407e-02, -5.2141e-02, -1.0849e-01, 2.2843e-02,\n", - " 5.0634e-02, -7.6017e-03, -2.9515e-02, -1.4918e-01, -4.4370e-02,\n", - " -6.5126e-02, 3.8103e-02, -4.7779e-02, 3.7436e-02, -6.7674e-02,\n", - " 1.3372e-02, 7.1758e-02, -7.0610e-02, -1.5441e-02, -4.9910e-02,\n", - " -5.3521e-02, 1.0529e-01, -1.3857e-01, -4.4364e-02, -3.1109e-02,\n", - " -2.5842e-02, -2.8666e-02, -1.0282e-01, 7.1902e-02, -1.5152e-04,\n", - " 4.0862e-02, -8.1859e-02, 1.0448e-01, 5.0702e-02, -4.0577e-02,\n", - " -3.7174e-02, -6.7385e-02, -7.8356e-02, 9.1827e-02, 4.4988e-02,\n", - " -2.8879e-01, -5.5261e-02, -3.4672e-02, 5.3201e-02, -1.3670e-01,\n", - " 1.9920e-02, 9.6077e-03, 6.9671e-02, 8.2503e-02, 2.4282e-02,\n", - " 7.0521e-03, -5.8548e-02, -1.0290e-02, 3.1611e-02, -1.5393e-02,\n", - " -6.8036e-02, -8.6018e-02, -4.2305e-02, 8.7982e-02, 8.5137e-02,\n", - " 3.6655e-04, 2.7390e-02, -6.4706e-02, 1.5240e-01, 1.3153e-01,\n", - " 9.2116e-05, 1.4832e-02, -3.7403e-02, 1.0876e-02, -1.1149e-02,\n", - " -1.1280e-02, -4.1851e-02, -1.3698e-01, 4.1740e-02, -5.0478e-02,\n", - " -2.2574e-02, -4.6449e-02, -5.9736e-02, 9.9274e-02, -9.5813e-02,\n", - " 1.5730e-02, -1.2144e-02, 5.4944e-02, -5.8910e-02, 3.6529e-02,\n", - " -1.4969e-02, 9.5296e-02, -4.3786e-02, 2.8994e-02, 1.0605e-01,\n", - " 5.0981e-02, -2.0442e-02, -4.8395e-02, 8.1001e-02, -1.0872e-02,\n", - " 2.0698e-02, -3.5930e-02, 1.4049e-01, -1.3056e-02, -1.6443e-02,\n", - " -6.3899e-02, -2.7023e-03, -5.2455e-02, 2.3762e-01, -1.9480e-02,\n", - " 9.2137e-02, 2.0887e-03, -2.7851e-02, -6.6595e-03, 2.0787e-02,\n", - " 2.9447e-02, -7.5848e-02, -2.4556e-02, 3.4595e-03, 2.5901e-02,\n", - " 2.0094e-02, 2.5515e-03, -3.8899e-02, 2.6381e-03, -6.1280e-02,\n", - " 9.2668e-02, 4.3590e-02, -4.4056e-02, -6.7614e-02, 1.7720e-02,\n", - " -9.2874e-02, 3.2498e-02, 4.6992e-02, 9.4980e-03, -2.6170e-02,\n", - " 3.6029e-02, -6.4452e-02, -8.9092e-02, -9.6225e-02, 3.2663e-02,\n", - " 9.9301e-02, -2.7138e-02, -1.9124e-01, 2.1974e-02, 3.2318e-02,\n", - " -1.0458e-02, -8.7442e-02, 4.6682e-02, -1.0947e-02, 3.8889e-02,\n", - " -1.2741e-02, 1.5856e-02, -1.1123e-01, -4.1305e-02, -3.1413e-02,\n", - " -9.5410e-02, -5.4368e-02, 3.9669e-02, -2.7570e-01, 3.9405e-03,\n", - " 1.7901e-03, 1.3422e-02, -2.4058e-02, 3.0653e-02, 3.7454e-02,\n", - " -1.8969e-01, -1.0636e-01, 3.0009e-02, -7.8779e-03, -5.9815e-02,\n", - " -9.9224e-03, -4.4640e-02, 5.6623e-02, -1.9535e-02, 4.4259e-02,\n", - " 3.0629e-02, -1.2026e-01, -7.5662e-02, -8.6847e-03, -1.9164e-02,\n", - " -1.4095e-01, 6.8939e-02, 4.7686e-02, 1.4006e-02, -1.9963e-02,\n", - " -1.9149e-01, 7.1620e-02, 5.5529e-02, 7.9111e-02, 6.1979e-02,\n", - " 3.1104e-02, 3.5056e-02, 2.9123e-02, -2.2316e-02, -3.5679e-02,\n", - " 1.7923e-03, 5.0948e-02, 3.8209e-02, 2.1630e-02, 2.2711e-02,\n", - " -3.9744e-02, 5.5582e-02, 6.4941e-03, 2.9325e-02, -1.2905e-01,\n", - " 7.6478e-03, -6.9750e-02, 3.3081e-02, -6.4297e-02, -3.5128e-03,\n", - " -5.5776e-03, 8.3677e-02, 5.4507e-03, 6.9976e-02, 1.3420e-02,\n", - " -7.9808e-02, -6.2192e-02, -4.0993e-02, 5.6693e-02, 4.4906e-02,\n", - " -1.4185e-01, 2.9856e-02, -2.1570e-02, 4.3125e-03, 3.6522e-02,\n", - " 3.4680e-02, 1.5158e-02, -1.3655e-02, 2.1828e-02, -9.6371e-03,\n", - " 2.5872e-02, -5.3787e-02, 9.2649e-02, -2.9292e-02, 1.8037e-02,\n", - " -2.6666e-02, -1.5545e-01, 6.5847e-03, 4.6144e-02, -3.5297e-02,\n", - " -1.2171e-03, 4.7448e-02, 9.0322e-02, 9.3345e-02, -3.5552e-02,\n", - " 1.4448e-02, 1.9892e-02, -5.1254e-02, -2.0208e-01, 4.4178e-02,\n", - " 7.1592e-02, 2.3841e-02, 1.6977e-02, 2.7591e-02, -5.9150e-02,\n", - " 1.5174e-01, -4.0214e-02, -6.0855e-04, 1.1054e-02, 1.2928e-02,\n", - " -5.4908e-02, 8.9465e-02, 3.3566e-02, -5.1806e-03, -8.3748e-02,\n", - " -7.0829e-02, 1.6432e-02, -1.4974e-02, -6.9035e-02, 1.2967e-02,\n", - " 2.2368e-02, -2.5728e-01, 8.2108e-02, -5.5896e-02, 1.9333e-02,\n", - " -3.9238e-02, -7.2975e-02, 5.2415e-03, 2.1697e-04, -2.5432e-02,\n", - " -5.1150e-02, 1.3470e-02, -3.8300e-02, -2.7570e-02, -1.2548e-01,\n", - " -1.4671e-01, -1.5185e-03, -5.4895e-02, -3.2731e-03, -9.0383e-02,\n", - " 3.6729e-02, -2.6276e-03, -1.0953e-02, -1.5507e-01, 1.8809e-02,\n", - " -2.6423e-02, -2.8081e-02, 4.0751e-03, 4.5792e-03, 3.1256e-02,\n", - " -1.0424e-01, 5.6728e-02, -2.9208e-02, -4.4881e-02, -3.4082e-02,\n", - " -2.7374e-02, -1.1136e-01, 5.5025e-02, -3.9791e-02, 9.8569e-02,\n", - " -1.0818e-01, 4.3804e-03, 2.5318e-02, -7.0870e-03, -4.4816e-02,\n", - " 1.4205e-03, -1.2396e-02, 2.7017e-02, 6.6355e-02, 5.7209e-03,\n", - " 3.9514e-02, -2.4055e-02, 3.3537e-03, -2.4472e-02, -2.7257e-03,\n", - " 2.3496e-02, 1.7078e-02, 1.6617e-02, -5.1890e-02, 2.4275e-02,\n", - " 2.6147e-02, 6.5363e-02, 1.4639e-02, -5.7274e-02, -2.3289e-02,\n", - " 8.2959e-03, -6.3718e-02, 1.4444e-03, 1.0641e-02, -5.2832e-02,\n", - " 8.6275e-02, 7.2927e-02, -5.3226e-02, -4.6989e-02, 1.8138e-02,\n", - " -1.2426e-02, -5.9029e-02, 3.3742e-02, -5.1371e-02, 2.6007e-02,\n", - " 8.6075e-03, -3.4071e-04, -8.7070e-03, 5.0729e-02, -3.3184e-04,\n", - " -3.8610e-02, 2.7764e-02, 1.2515e-01, -1.1560e-02, -6.7068e-02,\n", - " 8.9357e-02, 1.0336e-01, -2.9885e-02, 2.6235e-02, 4.9809e-02,\n", - " 2.7461e-02, -8.6142e-02, -1.3722e-03, 2.4127e-02, 8.3305e-03,\n", - " 9.1499e-02, 6.5131e-02, -4.2233e-02, -2.9726e-02, 1.6917e-02,\n", - " -8.9805e-02, 6.8473e-02, 4.1793e-02, 3.4187e-02, -4.0051e-02,\n", - " 1.2546e-01, 7.2068e-03, 2.1032e-02, 3.1962e-03, 3.8856e-02,\n", - " -1.3340e-02, -4.4194e-02, -4.8652e-02, 1.1504e-01, -1.7293e-02,\n", - " -6.1339e-02, 3.6552e-02, 2.3501e-02, 3.2087e-04, 1.3997e-02,\n", - " -1.5047e-02, 5.0570e-02, 4.9999e-02, -2.0021e-03, 6.4540e-02,\n", - " 1.5220e-01, 2.9233e-02, -4.0479e-02, 4.1562e-03, -2.4706e-02,\n", - " 2.6080e-02, 5.7119e-02, 1.0398e-03, -9.2004e-02, 2.6106e-02,\n", - " 2.2201e-02, 6.6573e-03, -1.3608e-02, 5.8952e-03, 5.2423e-02,\n", - " 3.1709e-02, -7.4394e-02, -6.0031e-02, 4.5167e-03, 2.1867e-02,\n", - " 3.0811e-02, -7.4838e-02, -1.1069e-01, -6.4606e-02, -4.6199e-02,\n", - " 5.9067e-02, -9.4977e-02, 4.2458e-02, 5.7177e-02, 1.0565e-02,\n", - " 3.7454e-02, 2.9436e-02, -2.3327e-01, -4.3752e-02, -6.1062e-02,\n", - " -4.1674e-02, -6.4800e-02, -2.8632e-02, 3.0709e-02, -2.5903e-02,\n", - " 5.2093e-02, 3.7295e-02, -2.0892e-03, -4.0927e-02, 1.5060e-01,\n", - " -2.3615e-02, 8.0754e-02, 3.7134e-02, -5.7048e-02, -2.4003e-02,\n", - " -1.5737e-02, 2.5291e-02, 4.1751e-02, -4.8147e-02, -3.3991e-02,\n", - " -7.1890e-03, -2.8066e-02, -4.6062e-02, 7.0861e-02, -1.0415e-03,\n", - " 5.2525e-02, 1.7168e-02, 1.1905e-02, 1.0177e-01, -8.7092e-02,\n", - " 3.5465e-02, -4.7863e-02, 3.6146e-03, -3.8489e-02, 1.1273e-01,\n", - " 5.4865e-02, 1.2135e-01, -8.8270e-03, -8.4473e-02, -6.1399e-02,\n", - " 3.2926e-02, -2.7184e-02, 5.0998e-02, -8.1975e-03, -9.4092e-02,\n", - " 8.5789e-03, -1.0326e-01, 9.1359e-03, -2.4183e-02, 7.9736e-02,\n", - " 2.0996e-02, 5.3791e-02, 5.8653e-02, 7.7050e-02, -4.1976e-02,\n", - " -3.2979e-02, 6.7566e-02, 2.9712e-03, 2.8921e-02, -5.7026e-02,\n", - " 1.2244e-02, -7.6267e-02, 5.9985e-02, -4.2804e-02, 3.0192e-03,\n", - " -7.1474e-04, -8.9221e-02, 3.2920e-02, 4.8409e-02, 5.4171e-02,\n", - " -8.9541e-02, 6.2568e-02, 4.8190e-02, 1.8391e-02, -3.4374e-02,\n", - " 1.0844e-01, 3.5124e-02, 3.5365e-03, 6.0571e-02, 2.1285e-02,\n", - " 1.1996e-02, -2.5700e-03, -1.9077e-01, 2.0137e-02, 5.4921e-02,\n", - " 2.7224e-02, 8.6452e-02, -2.3721e-02, -4.0188e-02, 4.5577e-02,\n", - " -1.2931e-02, -6.2245e-02, 4.1053e-02, -9.0775e-03, 6.2513e-02,\n", - " 5.9515e-02, 3.4904e-02, -2.0892e-02, 3.6492e-02, -5.7068e-02,\n", - " -1.4677e-02, 3.2444e-03, 4.5679e-02, 7.2195e-02, -4.1936e-02,\n", - " -3.7669e-02, -1.6020e-02, 4.8402e-02, 8.6718e-02, 7.1878e-02,\n", - " 3.8593e-02, -4.5701e-02, 9.7581e-02, -1.0119e-02, 1.8063e-02,\n", - " -2.9567e-03, 8.5258e-02, 9.4213e-03, 6.7018e-04, -1.0081e-01,\n", - " -3.3521e-02, -1.6486e-03, -5.2328e-02, -2.8294e-02, -5.7178e-02,\n", - " 2.5628e-02, 3.1275e-02, 1.1009e-02, 7.9985e-02, -8.5534e-02,\n", - " 5.3815e-02, 4.4212e-02, -7.9918e-02, 5.1616e-02, 9.2757e-02,\n", - " 1.9697e-02, -8.5501e-02, 9.4257e-02, -7.6939e-03, -4.9213e-02,\n", - " 3.7385e-02, 5.6585e-04, 1.8655e-02, -9.8862e-02, 4.8083e-02,\n", - " 7.7159e-03, 8.0064e-03, -2.0756e-02, -1.1131e-01, 3.7561e-02,\n", - " 4.1208e-02, 8.0762e-02, -8.1214e-02, 7.0733e-02, -3.3996e-02,\n", - " 2.3278e-02, 8.0566e-03, -5.4588e-02, 6.2855e-02, -1.7425e-01,\n", - " -1.7324e-02, 1.0559e-01, -4.5454e-02, 1.5117e-02, 7.3154e-02,\n", - " -1.7790e-02, -5.5280e-02, -2.6623e-02, -4.7448e-02, -4.0030e-02,\n", - " 5.2330e-02, 2.2777e-02, 1.7567e-02, 2.8400e-03, 4.7208e-02,\n", - " -7.7499e-02, -2.3416e-02, -1.5779e-02, 2.6985e-02, 4.5957e-02,\n", - " -5.3063e-03, 5.3769e-02, 3.4220e-02, -2.6538e-02, 4.7935e-02,\n", - " -6.5717e-02, 5.5028e-02, 2.9468e-02, 6.9892e-02, 5.2156e-02,\n", - " 1.0020e-01, -4.4873e-02, -7.6153e-02, -5.3390e-02, 1.2343e-03,\n", - " -5.5079e-02, 4.0047e-02, 4.9725e-02, 3.0384e-02, 6.1839e-02,\n", - " -6.8079e-02, 6.3306e-02, 2.1730e-02, -8.5233e-03, -5.7504e-02,\n", - " -2.0820e-02, -4.9665e-03, -1.8123e-02, -9.1573e-03, -3.2038e-02,\n", - " 1.5256e-02, -9.3580e-03, -2.9970e-02, 1.7385e-02, 6.2971e-02,\n", - " 4.6202e-02, 5.4733e-02, 5.6672e-02, 5.6462e-03, 2.8902e-02,\n", - " 7.8776e-02, 4.7366e-02, -5.2509e-02, 1.8269e-02, -3.4530e-02,\n", - " 1.5346e-02, 3.1328e-02, 6.3734e-03, -1.5857e-02, 1.1009e-02,\n", - " 1.3909e-02, -8.0187e-03, -9.2993e-02, 1.6472e-01, -2.2096e-03,\n", - " -3.6623e-02, -1.1915e-02, 1.3587e-02, -1.5781e-02, 1.5826e-02,\n", - " -5.7292e-02, -4.0520e-02, 6.3615e-02, -2.5389e-02, -1.2683e-02,\n", - " 1.2557e-01, -1.6156e-02, 3.1570e-03, 3.8065e-02, 2.0624e-02,\n", - " -8.6131e-02, -9.3223e-02, -6.4405e-02, -7.2829e-03, 4.6160e-02,\n", - " 2.4083e-02, -3.5145e-02, -7.7147e-02, 8.9645e-02, -7.2741e-02,\n", - " -8.9256e-02, 2.5976e-02, 6.8140e-02, 4.5148e-02, 1.9592e-02,\n", - " -5.0797e-02, 5.7542e-02, -2.0699e-02, -5.1769e-02, -3.6325e-02,\n", - " -9.5844e-02, -8.4481e-04, 1.4493e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8970, 0.8715, 0.8531, 0.8691, 0.9489, 0.9267, 0.8984, 0.8933, 0.8883,\n", - " 0.8677, 0.8263, 0.8614, 0.8637, 0.9061, 0.8787, 0.8674, 0.8052, 0.8844,\n", - " 0.9047, 0.9702, 0.8813, 0.8903, 0.9029, 0.8783, 0.8594, 0.9128, 0.8560,\n", - " 0.8883, 0.8354, 0.8712, 0.8992, 0.8560, 0.9149, 0.8976, 0.8836, 0.8841,\n", - " 0.8836, 0.8792, 0.8864, 0.9250, 0.8919, 0.9026, 0.8662, 0.8721, 0.8684,\n", - " 0.8780, 0.9980, 0.8710, 0.9154, 0.8691, 0.9277, 0.8868, 0.9704, 0.8326,\n", - " 0.8852, 0.8300, 0.8682, 0.8911, 0.8602, 0.8663, 0.8834, 0.8344, 0.8183,\n", - " 0.9349, 0.8850, 0.8832, 0.8781, 0.8855, 0.8800, 0.8915, 0.8772, 0.9046,\n", - " 0.9115, 0.8452, 0.9072, 0.8338, 0.8760, 0.8025, 0.8471, 0.8479, 0.8702,\n", - " 0.8887, 0.9015, 0.8770, 0.8152, 0.8274, 0.8686, 0.8856, 0.8734, 0.8827,\n", - " 0.8624, 0.8667, 1.0798, 0.8574, 0.8574, 0.8536, 0.8143, 0.8664, 0.8699,\n", - " 0.8848, 0.9044, 0.8958, 0.8867, 0.8403, 0.8388, 0.7280, 0.8776, 0.8650,\n", - " 0.8917, 0.8439, 0.8790, 0.8855, 0.9293, 0.8918, 0.8825, 0.8737, 0.8733,\n", - " 0.8809, 0.8871, 0.8516, 0.9031, 0.9010, 0.8558, 0.8578, 0.8008, 0.8265,\n", - " 0.8581, 0.7883, 0.8722, 0.8663, 0.8950, 0.8674, 0.7346, 0.8841, 0.8589,\n", - " 0.8844, 0.8954, 0.8326, 0.8781, 0.8415, 0.8895, 0.8870, 0.8940, 0.9083,\n", - " 0.8438, 1.0917, 0.8724, 0.8556, 0.8646, 0.8731, 0.8633, 0.8533, 0.8224,\n", - " 0.8903, 0.8817, 0.8705, 0.9086, 0.8869, 0.9040, 0.7555, 0.8650, 0.8815,\n", - " 0.8697, 0.8946, 0.8637, 0.8925, 0.8932, 0.8681, 0.8810, 0.8722, 0.8853,\n", - " 0.8746, 0.8744, 0.9230, 0.9150, 1.0604, 0.8506, 0.8567, 0.8501, 0.8644,\n", - " 0.8699, 0.8800, 0.8713, 0.9208, 0.9096, 0.8693, 0.9408, 0.9105, 0.8870,\n", - " 0.8740, 0.9103, 0.9760, 0.9725, 0.8807, 0.8689, 0.8843, 0.9001, 0.8747,\n", - " 0.8677, 0.8548, 0.8812, 0.9189, 0.7870, 0.8951, 0.8897, 0.8922, 0.8975,\n", - " 0.8512, 0.8854, 0.8676, 0.8472, 0.8743, 0.8752, 0.8547, 0.8618, 0.7412,\n", - " 0.7049, 0.9082, 0.8370, 0.8679, 0.8771, 0.9037, 0.8964, 0.8493, 0.8726,\n", - " 0.7549, 0.8460, 0.7868, 0.8851, 0.8790, 0.8757, 0.9026, 0.8796, 0.8899,\n", - " 0.8756, 0.8594, 0.8724, 0.8373, 0.8850, 0.8376, 0.8972, 0.8916, 0.8598,\n", - " 0.8466, 0.8399, 0.7069, 0.8732, 0.8460, 0.8319, 0.8357, 0.8553, 0.9937,\n", - " 0.8600, 0.8696, 0.8802, 0.8661, 0.8677, 0.8712, 0.8471, 0.8556, 0.9003,\n", - " 0.8798, 0.9051, 0.8862, 0.8980, 0.8788, 0.8521, 0.8742, 0.8743, 0.8927,\n", - " 0.8652, 0.8636, 0.8504, 0.8751, 0.9021, 0.8731, 0.8291, 0.8673, 0.8596,\n", - " 0.8745, 0.8466, 0.9025, 0.8853, 0.7419, 0.8903, 0.8470, 0.8711, 0.9098,\n", - " 0.8989, 0.8839, 0.8487, 0.7519, 0.8908, 0.8716, 0.8976, 0.8090, 0.7788,\n", - " 0.9569, 0.8780, 0.9095, 0.9258, 0.8892, 0.8728, 0.8738, 0.9931, 0.9117,\n", - " 0.8326, 0.8883, 3.0383, 0.8955, 0.8431, 0.6579, 0.8460, 0.8749, 0.8827,\n", - " 0.8743, 0.8851, 0.8903, 0.8727, 0.8160, 0.8880, 0.8582, 0.8496, 0.8668,\n", - " 0.8800, 0.8741, 0.8716, 0.8636, 0.8862, 0.8570, 0.8453, 0.7637, 0.8765,\n", - " 0.9092, 0.9154, 0.8479, 0.8727, 0.8910, 0.8802, 0.8944, 0.8330, 0.9207,\n", - " 0.8388, 0.8743, 0.8705, 0.7527, 0.8793, 0.8850, 0.8554, 0.8971, 0.8970,\n", - " 0.9150, 0.8914, 0.7071, 0.8978, 0.8769, 0.8769, 0.8398, 0.8615, 0.8593,\n", - " 0.9049, 0.8634, 0.8588, 0.8543, 0.8863, 0.8961, 0.8441, 0.8862, 0.8822,\n", - " 0.8743, 0.8889, 0.8737, 0.9018, 0.8499, 0.8936, 0.8817, 0.8753, 0.8688,\n", - " 0.8786, 0.9033, 0.8709, 1.0359, 0.8741, 0.9296, 0.8707, 0.8652, 0.9132,\n", - " 0.9030, 0.8820, 0.9276, 0.8201, 0.8538, 0.8951, 0.8453, 0.9019, 0.8856,\n", - " 0.8835, 0.8494, 0.8535, 0.8944, 0.8570, 0.8299, 0.8463, 0.8819, 0.8302,\n", - " 0.8678, 0.8964, 0.8650, 0.8805, 0.8848, 0.8606, 0.8522, 0.8752, 0.8679,\n", - " 0.8756, 0.8565, 0.8585, 0.8828, 0.8826, 0.7203, 0.8612, 0.8389, 0.8992,\n", - " 0.8400, 0.8621, 0.8670, 0.8661, 0.8870, 0.8783, 0.8287, 0.8670, 0.8497,\n", - " 0.8781, 0.8675, 0.8957, 0.9021, 0.8669, 0.8564, 0.8880, 0.9112, 0.8925,\n", - " 0.8916, 0.8483, 0.7495, 0.8967, 0.8582, 0.9454, 0.8668, 0.8769, 0.8362,\n", - " 0.8806, 0.8889, 0.9496, 0.8819, 0.9039, 0.8805, 0.8657, 0.8811, 0.8257,\n", - " 0.8968, 0.8804, 0.7095, 0.8947, 0.9067, 0.8785, 0.9086, 0.8621, 0.8231,\n", - " 0.8428, 0.8365, 0.9436, 0.8376, 0.8986, 0.8789, 0.8325, 0.8593, 0.8737,\n", - " 0.8727, 0.8755, 0.8641, 0.8786, 0.9110, 0.7589, 0.8682, 0.8548, 0.8932,\n", - " 0.8434, 0.8995, 0.8655, 0.8770, 0.8926, 0.8747, 0.9220, 0.8834, 0.9099,\n", - " 0.8808, 0.8229, 0.8844, 0.8720, 0.8257, 0.8417, 0.8930, 0.8400, 0.8874,\n", - " 0.8408, 0.9101, 0.8831, 0.8718, 0.8825, 0.8943, 0.8169, 0.8273, 0.9048,\n", - " 0.8722, 0.8852, 0.8846, 0.8854, 0.7490, 0.9094, 0.8573, 0.8881, 0.8623,\n", - " 0.9092, 0.8659, 0.9031, 0.8662, 0.8588, 0.8770, 0.8766, 0.6566, 0.8561,\n", - " 0.8803, 0.8798, 0.8539, 0.9044, 0.8693, 0.9020, 0.8640, 0.8431, 0.9360,\n", - " 0.8497, 0.7791, 0.8855, 0.8697, 0.8750, 0.8769, 0.8846, 0.8830, 0.8790,\n", - " 0.8685, 0.8878, 0.8708, 0.8790, 0.9061, 0.8992, 0.8510, 0.8605, 0.8761,\n", - " 0.8895, 0.8947, 0.8645, 0.8753, 0.8856, 0.8985, 0.8651, 0.8690, 0.8614,\n", - " 0.8931, 0.8423, 0.8759, 0.8807, 0.8827, 0.8694, 0.8215, 0.9007, 0.8775,\n", - " 0.8741, 0.7361, 0.8882, 0.8782, 0.8545, 0.8704, 0.8952, 0.8668, 0.8672,\n", - " 0.8667, 0.9665, 0.9072, 0.8762, 0.8644, 0.8921, 0.8450, 0.8907, 0.8804,\n", - " 0.8739, 0.8608, 0.8899, 0.8759, 0.8757, 0.8805, 0.8779, 0.8972, 0.8945,\n", - " 0.8619, 0.8765, 0.8890, 0.9112, 0.8811, 0.8865, 0.8809, 0.8834, 0.8573,\n", - " 0.8790, 0.8587, 0.6600, 0.8658, 0.8462, 0.8842, 0.8908, 0.8820, 0.8576,\n", - " 0.8618, 0.8738, 0.8774, 0.8892, 0.8675, 0.9095, 0.8516, 0.8734, 0.8959,\n", - " 0.8197, 0.8367, 0.8976, 0.8817, 0.9009, 0.8700, 0.8846, 0.8726, 0.8486,\n", - " 0.9044, 0.8818, 0.8559, 0.8726, 0.8339, 0.8766, 0.8422, 0.8851, 0.8682,\n", - " 0.8279, 0.8971, 0.8927, 0.8435, 0.8766, 0.8792, 0.8303, 0.8394, 0.8484,\n", - " 0.8802, 0.8847, 0.8288, 0.8859, 0.8986, 0.8915, 0.9146, 0.8777, 0.8582,\n", - " 0.8972, 0.8678, 0.8685, 0.8881, 0.7163, 0.8882, 0.8548, 0.8665, 0.8853,\n", - " 0.8779, 0.9138, 0.9125, 0.8994, 0.8849, 0.8916, 0.9030, 0.8858, 0.8693,\n", - " 0.8935, 0.9037, 0.8489, 0.8992, 0.9089, 0.8992, 0.8993, 0.8799, 0.8711,\n", - " 0.8864, 0.8963, 0.9132, 0.8829, 0.8416, 0.8520, 0.7368, 0.9049, 0.9152,\n", - " 0.9001, 0.8779, 0.9102, 0.8462, 0.8698, 0.8841, 0.8854, 0.8867, 0.8229,\n", - " 0.8988, 0.8276, 0.8651, 0.8802, 0.9173, 0.8561, 0.8637, 0.8870, 0.8718,\n", - " 0.8797, 0.8875, 0.8833, 0.8404, 0.8861, 0.8885, 0.8804, 0.8488, 0.8835,\n", - " 0.8829, 0.9060, 0.9203, 0.8629, 0.9053, 0.9156, 0.8822, 0.8900, 0.8860,\n", - " 0.9076, 0.8396, 0.8681, 0.8855, 0.9169, 0.8775, 0.8476, 0.8902, 0.8488,\n", - " 0.8590, 0.8831, 0.8787, 0.8912, 0.9026, 0.8696, 0.9109, 0.8676, 0.8377,\n", - " 0.9469, 0.8678, 0.8483, 0.8307, 0.8614, 0.8810, 0.8502, 0.8771, 0.8735,\n", - " 0.8648, 0.8613, 0.8930], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 8.5837e-02, 1.4200e-01, -8.5664e-02, -1.8797e-01, 2.1057e-01,\n", - " -2.4416e-01, 2.7290e-01, 1.6495e-01, 3.2365e-02, 1.0971e-01,\n", - " -2.0775e-02, 2.4005e-01, -1.8267e-01, 3.0327e-01, -5.4403e-03,\n", - " -1.4303e-02, -1.1269e-01, -2.9029e-01, -5.4553e-02, 5.1764e-01,\n", - " 2.0928e-01, -3.6854e-01, 2.0008e-01, 1.0004e-01, -1.7577e-01,\n", - " 2.2374e-01, 1.1766e-01, -1.7958e-01, -1.9987e-01, 9.8001e-02,\n", - " -3.8966e-02, 3.9075e-02, 2.0839e-01, -1.9816e-01, 1.2072e-01,\n", - " -7.4523e-02, -1.4145e-01, 6.9318e-02, 1.2679e-01, -3.1750e-01,\n", - " 2.4117e-02, -1.8195e-01, -1.6364e-02, 1.1730e-01, -1.0515e-01,\n", - " -1.9714e-01, -6.0606e-02, -7.0980e-02, 9.4621e-02, -1.6172e-02,\n", - " -4.1445e-01, 8.4047e-02, 4.2278e-01, -4.3997e-01, 1.0947e-01,\n", - " -3.1991e-01, -7.4993e-02, -3.2303e-01, 4.3473e-02, -2.5488e-01,\n", - " -9.3522e-02, -1.4271e-02, -4.9369e-01, -4.2574e-01, -7.1936e-02,\n", - " 6.1253e-02, -5.8429e-02, -4.6612e-02, 2.2238e-02, -9.4320e-02,\n", - " -6.3199e-02, 3.6283e-02, -3.6720e-01, -3.0245e-01, 2.2521e-01,\n", - " 1.2977e-01, 3.2817e-02, 2.3162e-01, 4.3562e-02, 2.6053e-02,\n", - " 1.0522e-02, 4.9938e-02, 5.2837e-02, 8.1291e-02, 6.1032e-02,\n", - " 1.4802e-02, -1.8582e-01, 1.3861e-01, 3.3469e-02, 8.8703e-02,\n", - " -3.1411e-02, -8.8899e-02, 5.4395e-01, -1.4193e-01, 8.8956e-02,\n", - " -4.8855e-02, 2.6914e-01, -1.9660e-01, 2.1199e-02, -3.1289e-02,\n", - " -3.5979e-02, 1.5278e-01, -4.0404e-02, -7.4327e-02, 1.2858e-01,\n", - " 4.0334e-02, -2.9333e-01, 3.4560e-02, 1.1060e-01, 1.5179e-03,\n", - " 1.2504e-02, 1.8766e-02, -4.7775e-01, -2.5696e-01, -5.2442e-02,\n", - " -2.0316e-02, 9.2689e-02, 1.2319e-01, 2.3511e-02, 1.0320e-01,\n", - " -2.2639e-01, -1.2759e+00, -1.5359e-01, 1.0497e-01, 7.1435e-02,\n", - " -8.2181e-02, -1.1539e-01, 7.8514e-02, 1.2399e-01, 3.0569e-03,\n", - " -1.9764e-02, 1.8016e-01, -7.9376e-02, 4.6436e-02, -5.3625e-02,\n", - " -1.6864e-01, -2.2689e-01, -1.7785e-01, -2.5519e-01, -4.1561e-01,\n", - " -5.1113e-02, -4.5124e-03, 1.4976e-02, 1.8270e-02, 6.0275e-03,\n", - " -9.6517e-01, -7.0321e-02, -1.1285e-01, 7.5535e-02, 8.7690e-02,\n", - " 1.1125e-01, 8.0380e-02, -1.2796e-01, 8.2928e-02, 4.7012e-02,\n", - " 7.2278e-02, 2.7569e-01, 2.6086e-01, 1.8015e-01, 4.6072e-02,\n", - " -1.0445e-02, 3.1879e-03, -5.1754e-02, 6.5119e-02, 1.4766e-02,\n", - " 6.7017e-02, 1.3209e-03, -3.0013e-01, -9.7466e-01, 8.9708e-03,\n", - " -7.5214e-02, 9.7904e-02, 4.2524e-02, 3.5628e-01, 1.6467e-01,\n", - " 4.6966e-01, -3.6066e-02, 5.2178e-02, 3.6662e-02, 1.4243e-02,\n", - " -5.2950e-02, -5.3561e-02, 7.4746e-02, 2.3693e-01, 1.2329e-01,\n", - " 9.0140e-02, 2.9616e-01, 2.3798e-01, 1.0830e-01, -8.2987e-02,\n", - " -1.9990e-01, -2.6593e-01, 3.6729e-01, -7.5275e-02, -8.3015e-02,\n", - " 5.6904e-02, -7.4600e-02, 7.8693e-02, -2.8709e-02, -2.1914e-02,\n", - " -1.2160e-01, 2.1840e-01, 7.4711e-02, 2.7897e-01, 2.3845e-02,\n", - " 7.2931e-02, 1.8909e-01, -5.3926e-02, 5.9777e-03, -2.7527e-02,\n", - " 1.0153e-01, -1.1936e-01, 1.9166e-01, 7.1722e-02, -5.1855e-02,\n", - " -1.2120e-01, -4.0607e-01, -5.1932e-02, 1.6313e-01, 2.5084e-02,\n", - " -6.7911e-02, 2.6443e-01, 1.9162e-01, -1.9408e-01, 1.0773e-01,\n", - " 1.5768e-02, -2.0234e-02, -9.5764e-03, -3.8908e-02, -1.1116e-02,\n", - " 1.7622e-01, -4.0152e-02, 2.2360e-01, -4.6216e-02, 5.9286e-02,\n", - " 1.3976e-01, 4.2180e-02, 2.6758e-02, -4.7266e-02, -5.4953e-02,\n", - " -1.7332e-01, 4.7147e-02, 4.2273e-02, 7.3690e-02, 8.7856e-02,\n", - " -1.6135e-01, -2.0652e-01, -2.0493e-02, -2.9228e-02, -3.5709e-01,\n", - " 1.2682e-01, 2.7217e-01, -6.2599e-02, -8.6119e-02, -6.3243e-02,\n", - " -1.5008e-01, -1.6937e-01, -2.0133e-01, -1.2466e-03, 5.3692e-03,\n", - " 1.6784e-01, -8.3860e-02, 2.1513e-01, 8.9194e-02, 2.9874e-01,\n", - " 1.2635e-01, -3.6667e-02, 6.4175e-02, 1.0769e-01, 1.3463e-02,\n", - " 1.0019e-01, 9.3421e-03, -3.8965e-02, -1.0163e-01, -2.0176e-01,\n", - " -3.5802e-02, -3.6974e-02, -2.0047e-01, -1.2517e-01, -5.9417e-02,\n", - " 6.5727e-02, 1.0573e-01, -1.0305e-02, -1.2041e-01, -1.3971e-01,\n", - " -8.1471e-02, 1.0920e-01, 2.2179e-01, 2.4759e-01, 3.9482e-02,\n", - " 5.2953e-02, 1.4425e-02, -1.4783e-01, -1.7511e-02, 1.3223e-01,\n", - " -1.1093e-02, -3.2532e-01, 4.4576e-01, -6.7037e-02, -1.2040e-01,\n", - " 7.4323e-02, -1.9547e-01, -5.8757e-02, 1.2348e-01, 2.6547e-01,\n", - " 2.1292e-01, -1.3931e-01, -1.5638e-01, -2.4629e+00, -1.2759e-01,\n", - " 1.2892e-02, 2.4209e-01, -7.5945e-02, -1.1335e-01, 1.8653e-02,\n", - " -4.0490e-02, 7.8240e-02, 5.0317e-02, -6.1830e-02, 2.7452e-01,\n", - " -5.3724e-02, -6.3063e-02, 3.9417e-03, -7.3492e-02, 2.0477e-02,\n", - " 1.3990e-01, 2.9270e-02, -1.8136e-02, -6.5834e-02, 3.6823e-02,\n", - " -2.2458e-01, -3.9937e-01, -8.8788e-02, 1.8374e-01, -5.4395e-02,\n", - " -4.3962e-02, -6.8120e-03, -3.0401e-02, 1.0252e-01, 2.8407e-01,\n", - " -1.1808e-01, 1.8507e-01, -7.1884e-02, 6.2409e-02, -2.6125e-01,\n", - " 3.2840e-01, 4.9374e-02, -2.1945e-01, -6.6897e-02, -3.8845e-01,\n", - " -8.4390e-02, 2.7234e-01, -6.6010e-02, -7.7096e-02, -5.8041e-02,\n", - " -2.0223e-01, -1.2828e-01, -7.9008e-02, -1.5027e-01, -1.3035e-02,\n", - " 1.4925e-01, -9.5348e-02, -9.9232e-02, 5.0893e-02, -7.3293e-02,\n", - " -8.9028e-02, -7.7623e-02, -1.7390e-02, 1.8698e-03, 5.4975e-02,\n", - " -2.3773e-01, 4.7328e-02, 1.0715e-01, 8.9251e-02, -2.6932e-01,\n", - " -2.0014e-02, -1.0062e-02, -8.6682e-02, -4.0788e-02, -1.3710e-02,\n", - " -5.7753e-02, -3.9650e-01, 1.5819e-01, -3.1740e-01, 2.7811e-02,\n", - " -3.9947e-02, -2.6995e-01, 1.3130e-01, 1.8187e-02, -1.4568e-01,\n", - " -1.3657e-01, -6.2021e-02, 2.0700e-01, -2.8883e-02, 8.0085e-02,\n", - " 5.6116e-02, -1.1029e-01, -1.3365e-01, 1.6706e-02, 2.6342e-02,\n", - " 1.5214e-02, 1.5118e-02, -7.6433e-02, -1.7251e-01, 9.2939e-02,\n", - " -2.0556e-01, 1.2255e-01, -2.6475e-02, 2.0642e-02, -5.4825e-02,\n", - " -2.3549e-01, -9.6248e-02, 8.8796e-02, 1.3571e-01, -5.1882e-02,\n", - " -1.1737e-01, 5.9750e-02, 1.2839e-01, 5.5852e-02, 2.9574e-02,\n", - " -9.7698e-02, -2.4356e-01, 1.6191e-01, -6.4947e-02, -1.0726e-01,\n", - " 2.6032e-02, 8.9355e-03, -2.0000e-02, -8.4955e-02, -1.4515e-04,\n", - " 1.3922e-01, 8.5789e-03, -7.3263e-02, -6.0833e-02, 6.2368e-02,\n", - " 2.0408e-01, -2.1904e-01, -7.8874e-02, -1.2200e-01, -2.4105e-01,\n", - " 1.2296e-01, -2.0439e-02, -9.1131e-02, -4.3783e-01, 5.1286e-02,\n", - " 7.4276e-02, -2.4120e-01, 1.6334e-02, 4.7109e-02, -1.6143e-01,\n", - " -1.3797e-01, 8.6905e-02, 2.4781e-01, -2.2786e-01, 1.2199e-01,\n", - " 1.8875e-02, -1.9502e-03, 6.8838e-02, -9.5184e-02, -1.3612e-01,\n", - " 1.3390e-01, -6.2416e-02, 1.3856e-02, 2.5924e-01, 1.5965e-01,\n", - " -2.6366e-01, -3.0607e-01, 1.0746e-01, 2.4046e-02, 8.5776e-02,\n", - " 5.1739e-02, -6.6908e-02, -6.9206e-02, -2.0922e-02, 3.8374e-03,\n", - " 5.9248e-02, -1.9416e-01, -3.8006e-02, -1.5806e-01, -1.1823e-01,\n", - " -9.7198e-02, 1.1794e-01, 1.8018e-03, -5.3643e-02, 1.3244e-02,\n", - " 1.0492e-01, 1.9306e-02, 2.8919e-01, -2.6281e-01, -4.7742e-02,\n", - " 2.0474e-02, -1.3288e-01, 1.4810e-01, -8.4401e-02, -2.7600e-01,\n", - " -2.3292e-01, -7.0531e-01, -1.2917e-02, -7.5083e-02, 2.8812e-02,\n", - " -6.4849e-02, 6.9450e-02, 3.1924e-02, 5.8179e-02, 1.5103e-01,\n", - " -1.4970e-01, 9.6338e-02, -7.9897e-02, -2.4238e-01, 8.4571e-02,\n", - " 4.6926e-02, -1.1364e-01, 2.2739e-01, 7.4617e-02, -2.4072e-01,\n", - " 1.9932e-01, -2.0840e-01, -1.0476e-01, -2.7133e-01, -3.1582e-02,\n", - " -2.7995e-03, 1.0618e-01, 6.9327e-02, -9.4563e-02, -2.5350e-01,\n", - " -1.1224e-01, 3.9563e-02, 1.4343e-02, 1.0703e-02, -7.9517e-02,\n", - " -7.7046e-02, 1.8960e-04, 1.1763e-01, -1.5931e-01, -2.5760e-02,\n", - " -1.8895e-01, -1.6665e-01, 1.1495e-01, 9.3534e-02, -3.2218e-01,\n", - " 1.5994e-01, -8.0288e-01, -1.7235e-01, 1.9614e-01, 2.6550e-02,\n", - " -6.7360e-01, -2.2312e-01, -2.4769e-01, 2.3946e-01, 1.5088e-01,\n", - " -4.2992e-02, -1.4882e-01, 4.0992e-02, 1.2863e-01, 1.0113e-01,\n", - " -3.9589e-02, -4.1158e-02, 2.4886e-01, 1.3087e-01, -1.3462e-01,\n", - " -1.0839e-01, -3.0102e-01, -1.8166e-01, -7.0880e-02, -3.1970e-02,\n", - " -3.4201e-02, 7.5160e-04, -7.3670e-02, -4.2427e-02, -5.8652e-02,\n", - " 2.3111e-01, 7.8396e-02, -2.7461e-02, -9.0169e-02, -3.7658e-02,\n", - " -2.5310e-02, -1.7875e-02, -2.6136e-01, 2.4332e-02, -7.5451e-03,\n", - " -1.2623e-01, -1.7213e-01, 2.2759e-01, -6.5000e-02, 2.7191e-02,\n", - " 1.8052e-02, 4.1366e-01, 5.0379e-02, -4.5965e-02, -6.5131e-02,\n", - " 7.9861e-02, -3.3580e-02, 2.6935e-02, -6.4742e-02, 8.9402e-02,\n", - " -4.2739e-02, 8.9612e-02, -4.6635e-02, 1.2795e-01, -2.4737e-02,\n", - " 1.3799e-01, 1.4913e-01, -1.5174e-01, 4.9751e-02, -1.5048e-03,\n", - " 2.9210e-01, 3.2564e-02, 3.1519e-01, 2.4737e-02, -5.9259e-02,\n", - " -3.3368e-02, 5.9252e-02, -4.9013e-02, -4.9689e-02, -1.2974e-01,\n", - " 1.6995e-02, 6.2272e-02, -7.2129e-02, 1.1067e-01, 1.7617e-01,\n", - " 1.3362e-01, -1.1290e-01, -2.6263e-02, 5.8156e-03, -7.3941e-02,\n", - " 8.7596e-02, 2.8825e-01, -2.1539e-01, -3.9005e-02, 7.2810e-02,\n", - " 4.4566e-02, 6.8019e-02, -2.0573e-01, 1.6230e-01, 8.7474e-02,\n", - " -7.4973e-02, 4.3945e-02, 1.0579e-01, -6.0179e-02, 3.4313e-01,\n", - " -2.1877e-01, 4.3219e-02, 1.3212e-01, -1.1729e-01, -5.7323e-02,\n", - " 5.7660e-02, 2.0610e-01, -1.0786e-01, -3.9089e-02, 1.5406e-01,\n", - " 2.6961e-02, 4.3425e-02, -5.1698e-02, 9.1930e-02, -8.1683e-01,\n", - " -7.3213e-02, -2.1459e-01, -1.0263e-01, -1.3105e-02, 8.6215e-02,\n", - " 1.1604e-01, -1.4322e-01, 9.3040e-02, -6.3341e-02, -2.1220e-03,\n", - " -1.0719e-01, -4.3711e-02, -1.7138e-01, 1.4525e-02, 1.8926e-02,\n", - " -2.4502e-01, 1.3946e-01, -1.1428e-02, -1.3872e-01, 1.7052e-02,\n", - " -1.0297e-01, 4.6580e-01, 1.9646e-01, 1.4460e-01, -1.0840e-01,\n", - " -3.1653e-03, -3.9201e-02, 2.8856e-01, -8.0229e-02, -1.1469e-02,\n", - " -1.2297e-01, 1.0523e-01, -1.8942e-01, -1.3458e-01, 6.0276e-02,\n", - " 1.3952e-01, 1.2275e-01, 5.8178e-02, 1.1007e-01, -1.0605e-01,\n", - " 3.0518e-01, -1.8426e-01, -9.7014e-02, -5.8405e-02, -1.8248e-01,\n", - " 1.1566e-01, -1.0691e-01, -3.0140e-01, 1.6488e-01, -8.2017e-02,\n", - " 7.4420e-03, 1.9995e-01, 2.2853e-02, 1.2944e-01, 2.2457e-02,\n", - " -2.5948e-02, 2.4372e-01, -1.1012e-01, 7.1336e-02, -2.0806e-01,\n", - " 1.8529e-01, -1.0258e-01, 5.1174e-02, 2.1166e-02, -7.3214e-02,\n", - " -1.6878e-01, -1.2947e-01, 2.8269e-02, 1.8373e-02, 1.7840e-01,\n", - " 1.1727e-02, -5.0973e-02, -5.2247e-02, -1.7691e-01, 9.7303e-02,\n", - " -1.0208e-01, 1.9775e-01, 4.2992e-02, 1.1434e-01, 2.2850e-01,\n", - " 1.2486e-02, 1.0060e-01, -7.9221e-03, -2.1274e-01, 1.2765e-02,\n", - " 3.5673e-02, -2.1904e-02, 1.7778e-01, -3.4326e-02, 9.2271e-02,\n", - " 1.4573e-01, -9.1294e-02, -7.1086e-02, 5.3185e-02, -3.3967e-02,\n", - " 1.0409e-01, -2.6777e-01, -1.9378e-01, 3.0135e-01, -1.1028e-01,\n", - " 6.1252e-02, -4.5051e-01, 1.1792e-01, 5.3902e-02, 1.8740e-02,\n", - " 1.1801e-02, 1.5212e-01, -3.0846e-02, -1.9900e-01, -6.8238e-02,\n", - " 2.4995e-02, 1.0393e-02, 8.0497e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1520, -0.1045, -0.0844, ..., -0.0985, -0.0865, -0.1239],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.5147e-02, 9.8690e-02, -2.7811e-02, 3.7495e-02, 1.0865e-02,\n", - " 2.0664e-02, -6.0985e-02, 1.0830e-01, -2.2625e-02, 1.0681e-01,\n", - " 4.2455e-02, -1.2141e-03, 2.1135e-02, -2.7461e-02, -6.1506e-02,\n", - " 1.5592e-02, 1.4410e-01, -5.4875e-02, -1.9507e-02, -9.3003e-03,\n", - " 2.8029e-03, -5.4310e-02, -4.3565e-02, -5.9388e-02, -5.7008e-02,\n", - " 4.8928e-02, -8.3572e-02, 6.5716e-02, -8.6489e-02, -3.8836e-02,\n", - " -6.4295e-03, -1.4237e-02, -1.4229e-02, 2.1929e-02, -6.0592e-02,\n", - " 3.4592e-02, 1.5119e-02, -2.0976e-02, 2.0305e-02, -4.7995e-02,\n", - " -3.1722e-02, -6.5201e-04, -1.7062e-02, 1.8007e-02, -2.1631e-02,\n", - " -2.9115e-02, 3.5388e-02, 1.2118e-01, 9.8816e-03, -4.1745e-02,\n", - " -5.7558e-02, -4.7632e-02, 5.3555e-02, 2.1271e-02, 6.8383e-03,\n", - " 1.8357e-02, -5.2146e-03, -7.0953e-02, 2.6675e-02, 7.7883e-03,\n", - " 1.8818e-02, 5.5551e-02, -1.0117e-01, -4.1075e-02, 6.8018e-04,\n", - " 9.6989e-02, -1.1980e-01, -3.4725e-02, -5.1831e-03, 6.7932e-02,\n", - " -8.3669e-02, 5.1479e-02, -3.0973e-02, -2.8927e-02, 4.7633e-02,\n", - " -4.1557e-02, 6.5288e-02, 7.4529e-02, -4.4608e-02, 1.1400e-01,\n", - " 3.9794e-02, -2.3161e-02, 5.8959e-02, 2.4196e-02, 1.5235e-02,\n", - " -1.0718e-01, -7.2473e-02, 1.5373e-02, 7.5367e-03, 5.1601e-02,\n", - " -4.2295e-02, -8.2561e-02, -3.0799e-02, -5.1881e-02, 9.0202e-02,\n", - " -6.7456e-02, 2.3595e-01, 4.7756e-02, 5.4253e-02, -4.7910e-02,\n", - " 1.5289e-02, 7.0312e-02, -2.1237e-02, 2.8480e-02, 1.2139e-01,\n", - " 1.3898e-01, 1.5028e-02, 1.9977e-02, -3.2621e-02, -1.1958e-01,\n", - " -5.9199e-03, -3.8468e-02, -7.5435e-04, 3.3819e-02, -6.4907e-02,\n", - " 1.2111e-02, 1.0347e-02, 2.2832e-02, -2.8899e-02, -1.5539e-02,\n", - " -3.5260e-02, 1.9693e-01, -8.2346e-02, -1.7144e-02, 6.5284e-02,\n", - " -8.8436e-02, -2.4163e-02, -5.6741e-05, -1.6018e-02, 5.9056e-02,\n", - " -3.7241e-02, -8.1286e-02, 1.5091e-01, -3.4383e-02, 3.2126e-02,\n", - " 2.9163e-03, 1.6790e-02, -3.3508e-03, 3.3806e-02, 1.4642e-01,\n", - " 4.8587e-02, 3.7187e-02, 8.2167e-02, 3.3817e-02, -2.7545e-02,\n", - " -7.0888e-02, 9.4873e-02, 5.3925e-02, -8.4325e-02, 9.0692e-02,\n", - " -3.3404e-02, 4.0554e-02, -8.8271e-02, 5.1521e-02, -3.6838e-02,\n", - " -9.4290e-02, 4.6054e-02, -5.9426e-02, 2.9546e-02, -1.7048e-02,\n", - " 6.4844e-02, -4.3274e-02, -1.2904e-02, 7.0496e-02, 2.1265e-02,\n", - " 9.4858e-02, 4.3999e-02, -6.7119e-02, 1.4299e-01, 4.8349e-02,\n", - " 6.8913e-02, 8.7081e-02, -2.2958e-02, 1.0551e-02, 4.0072e-02,\n", - " -1.4964e-02, 1.8303e-02, -5.3604e-02, -6.6110e-02, -3.5867e-02,\n", - " 3.5729e-02, -8.4232e-03, -5.2117e-02, -1.8419e-02, -7.1358e-03,\n", - " 3.9683e-02, -5.4369e-02, 7.5218e-02, 2.5163e-03, -2.5681e-02,\n", - " -4.3987e-02, 5.6275e-03, -1.1959e-02, -3.4432e-02, 3.9230e-02,\n", - " 3.5519e-02, 2.3377e-03, 8.8199e-02, -2.0867e-02, -3.3751e-02,\n", - " -6.2849e-03, 3.3701e-02, -1.3026e-02, -2.2537e-02, 5.3174e-02,\n", - " -1.6652e-02, 2.8606e-02, -7.8563e-02, 9.4154e-03, 9.4129e-02,\n", - " 7.9171e-02, -1.3691e-02, -7.3754e-04, -1.7955e-02, 6.4761e-02,\n", - " 5.6261e-02, -1.1374e-01, 2.7207e-02, 3.7104e-02, -6.6450e-02,\n", - " 4.0136e-02, 2.4091e-03, -3.4675e-02, -7.0080e-03, 1.3232e-01,\n", - " 9.2005e-03, 4.0026e-02, 9.4278e-02, -1.3739e-02, -3.6347e-02,\n", - " 2.3211e-03, -1.1591e-02, 5.5970e-02, 4.7924e-02, -2.1392e-02,\n", - " 3.2199e-03, -1.3461e-02, 8.1267e-02, -1.1773e-01, 4.1035e-02,\n", - " 3.6927e-02, -7.1679e-02, -4.4939e-02, -7.9081e-02, -6.6731e-02,\n", - " -1.6357e-01, -1.1021e-01, -5.0804e-03, 8.5834e-03, -6.9250e-02,\n", - " 3.1904e-02, 3.9067e-02, -7.6089e-02, 8.3812e-02, 2.9952e-02,\n", - " -5.3052e-02, -1.1078e-01, 5.6290e-02, -3.8559e-03, 6.1433e-02,\n", - " -2.3049e-03, -5.4205e-02, 9.9625e-02, 7.1504e-02, 3.6927e-02,\n", - " -6.3635e-03, 1.6120e-02, 1.3956e-02, 1.0301e-01, 4.5212e-02,\n", - " 5.8588e-02, -5.8371e-02, -2.4430e-02, 1.1803e-01, 2.2917e-02,\n", - " -2.3167e-02, -1.2758e-01, 5.8396e-02, 5.4007e-02, 4.3561e-02,\n", - " 1.0081e-02, -2.6118e-02, 2.7264e-03, -2.1312e-01, -1.0994e-03,\n", - " 1.6239e-02, -1.2344e-02, 3.2499e-02, 4.6699e-03, 8.3077e-02,\n", - " -4.4066e-02, 8.1751e-02, -3.1798e-02, -3.0498e-02, 5.8318e-02,\n", - " -5.1220e-02, 2.3323e-02, 2.8082e-02, 4.5563e-02, -3.1732e-03,\n", - " -4.6268e-03, 4.6829e-02, 5.2714e-02, 3.9602e-02, -2.0541e-02,\n", - " 2.2803e-02, -1.0377e-01, 4.5162e-02, -3.0561e-01, 4.8789e-03,\n", - " -5.1718e-02, 8.5535e-02, -1.5662e-02, 9.3775e-02, -5.8762e-02,\n", - " 1.0318e-01, 2.3753e-02, -1.7079e-02, -7.4925e-02, 9.1953e-02,\n", - " -9.3307e-04, -2.6473e-02, 1.6847e-02, -8.0017e-02, 5.2953e-02,\n", - " -5.3356e-02, -4.1152e-02, 5.5162e-03, -1.6526e-02, 4.6136e-02,\n", - " 8.6385e-02, -2.8869e-01, -3.5254e-02, 3.1764e-02, -3.9921e-02,\n", - " -4.6053e-02, -4.5202e-02, -4.8631e-02, 1.3964e-02, 9.5214e-03,\n", - " -2.6438e-02, -9.5878e-02, -5.5118e-02, 8.3332e-02, -2.5361e-02,\n", - " 2.6542e-01, -2.7410e-02, -2.4284e-02, 1.9299e-01, 5.6945e-02,\n", - " -4.7916e-02, -3.0415e-03, -5.1627e-02, -9.3551e-02, 4.3887e-02,\n", - " 3.6444e-02, -6.7664e-03, 1.3395e-02, -1.0801e-02, -6.4082e-03,\n", - " 4.0127e-02, -8.3271e-03, 2.4473e-03, 1.6666e-02, 4.7298e-02,\n", - " 2.9203e-03, -1.1909e-01, -2.7944e-03, 4.6872e-02, -1.0992e-01,\n", - " -5.2446e-02, 6.6884e-02, -7.8075e-03, 6.4011e-02, 2.8143e-02,\n", - " -2.0027e-02, -4.2990e-02, -6.2279e-02, -9.6021e-03, 2.9130e-02,\n", - " 1.4106e-02, -1.8464e-02, -3.7351e-02, -3.2721e-02, 8.0585e-02,\n", - " 4.1986e-02, -9.7029e-03, 1.8811e-02, -6.0730e-02, -2.0696e-02,\n", - " -1.3783e-03, -4.1587e-02, 5.2928e-02, -9.3780e-02, 6.6866e-02,\n", - " -1.9100e-03, -3.7634e-02, -9.7817e-02, 6.7012e-02, 3.5469e-02,\n", - " -4.2988e-02, 9.0980e-02, -6.4188e-02, -5.4262e-02, -6.3600e-02,\n", - " -7.3079e-02, 1.0075e-02, -6.4328e-02, -6.5238e-02, -5.5821e-03,\n", - " -2.7449e-02, 5.2490e-02, -1.4543e-02, 6.5506e-02, -1.4968e-02,\n", - " -2.9325e-03, -2.5593e-02, 3.0151e-02, 5.1621e-02, -2.2707e-04,\n", - " 5.2259e-02, -1.4086e-01, 1.9261e-02, 9.4989e-02, 2.8573e-02,\n", - " 4.4129e-02, -5.1282e-02, 4.6283e-02, -2.9680e-02, 5.5248e-02,\n", - " 1.2542e-02, 1.5806e-02, -3.7797e-02, -7.4205e-02, -1.0529e-01,\n", - " -7.0192e-03, -9.0734e-02, -7.6813e-02, -2.5712e-02, -4.5386e-02,\n", - " -1.1575e-01, 2.2975e-02, 9.2991e-02, -3.9014e-03, 7.3966e-02,\n", - " 4.9155e-02, 6.1831e-02, 7.6838e-02, 1.4101e-02, -1.1899e-01,\n", - " -5.8508e-02, -3.0592e-02, 4.6106e-02, -7.7167e-03, -2.2412e-02,\n", - " 8.2632e-02, -2.5365e-02, 5.5135e-02, -9.6367e-02, -2.3450e-02,\n", - " -3.3605e-02, -1.5639e-01, -4.5004e-02, -1.6786e-02, -8.0004e-03,\n", - " 3.3958e-02, -2.2277e-02, -1.1792e-01, -1.2032e-01, 6.9041e-02,\n", - " -4.2215e-02, -4.3244e-02, -1.2836e-02, -9.5257e-03, -6.3226e-02,\n", - " -5.8266e-02, -3.2097e-02, -5.3470e-02, -2.9582e-02, 2.6568e-02,\n", - " 6.1889e-02, -2.1054e-02, -1.0265e-01, -7.4326e-02, -7.7057e-02,\n", - " -3.0342e-02, 6.9623e-02, -5.0036e-02, -6.9077e-02, 3.2591e-02,\n", - " -2.7729e-02, 2.8140e-02, 6.0840e-03, 9.5398e-02, -5.3075e-02,\n", - " -8.0678e-02, -6.2617e-02, -3.4285e-02, 4.5062e-02, 1.2543e-02,\n", - " -2.7052e-02, -3.2941e-03, -1.3508e-02, -1.1017e-02, 4.3846e-02,\n", - " -2.3857e-02, -1.9643e-02, -2.2141e-02, -1.5227e-01, 3.1622e-02,\n", - " -5.0291e-03, -3.0444e-02, 3.0183e-02, 6.7382e-04, -3.9359e-02,\n", - " 5.5783e-02, -1.2769e-01, 9.3040e-02, -2.2186e-02, -1.8489e-02,\n", - " 8.2939e-02, 1.5802e-02, 3.6551e-03, 1.1720e-01, -5.1668e-02,\n", - " 1.3725e-02, -6.2138e-02, -4.2521e-02, -2.7521e-02, 5.6619e-02,\n", - " -3.2035e-02, -2.9538e-02, 2.8562e-02, -2.9445e-02, -2.8972e-02,\n", - " -1.9813e-03, 2.8628e-03, 3.4906e-02, -6.2828e-02, -4.5000e-02,\n", - " -8.0888e-02, 1.0305e-01, -1.7869e-02, 3.3717e-02, -6.3621e-02,\n", - " -4.1462e-02, 3.8008e-02, -1.5456e-02, -5.1488e-04, 4.2673e-02,\n", - " -2.0673e-02, -5.0607e-02, -1.3873e-02, -1.3957e-02, -3.8626e-03,\n", - " -4.0950e-03, -6.2282e-02, -1.6047e-02, -3.4733e-02, -7.0577e-03,\n", - " 1.2088e-02, 5.3514e-02, -7.5803e-03, -4.0879e-03, -1.6623e-02,\n", - " -5.8865e-03, 2.5732e-02, 2.2060e-02, -1.2234e-02, 7.2491e-02,\n", - " 7.4493e-02, 6.4483e-02, 8.9644e-03, -5.8134e-02, 2.2834e-03,\n", - " -1.2212e-02, 1.0422e-02, -1.4356e-01, 1.5538e-02, 4.6918e-02,\n", - " -1.6751e-01, 3.8309e-02, 9.6846e-02, -7.0495e-02, -2.7973e-02,\n", - " -5.4691e-02, 3.5491e-02, 3.4475e-02, -2.2511e-03, 7.5286e-02,\n", - " -3.3780e-02, -7.4034e-03, 1.1208e-02, 5.5229e-02, 6.8814e-03,\n", - " -6.8289e-02, -2.9265e-02, 8.9548e-03, 1.2815e-02, -6.3196e-02,\n", - " 1.6458e-02, 4.4384e-02, -2.8280e-02, 4.2517e-02, 4.4333e-02,\n", - " -1.9762e-02, -3.4241e-02, 1.2632e-01, -2.4538e-03, -1.8655e-02,\n", - " -2.4973e-02, -9.0070e-03, 3.5641e-02, -7.0507e-02, -1.5381e-01,\n", - " 4.8579e-02, -6.3171e-02, 3.7194e-02, -2.2801e-02, -2.1942e-02,\n", - " 9.0891e-02, 1.0309e-01, -4.1102e-02, 9.3044e-03, -3.9117e-02,\n", - " 1.5139e-01, 8.4756e-02, 6.6901e-03, 1.9204e-02, 3.0728e-02,\n", - " 1.1307e-01, -6.5623e-02, 4.8121e-03, 5.4468e-02, -5.8566e-02,\n", - " -1.7647e-04, -5.2081e-02, 5.8738e-02, -2.2210e-02, 5.4031e-02,\n", - " -5.2642e-02, -2.4233e-02, 2.8898e-02, -1.1112e-01, 7.8026e-04,\n", - " 4.7914e-02, -3.6227e-02, -1.3379e-03, -3.2822e-02, 4.6575e-02,\n", - " 8.6741e-02, 2.8826e-02, 1.4174e-02, 1.1099e-01, -9.8162e-02,\n", - " -1.0253e-01, 1.4212e-02, -1.4801e-02, -7.6152e-03, -7.3278e-02,\n", - " -4.7079e-03, 1.2874e-02, -5.4293e-02, 1.9746e-02, -2.6656e-03,\n", - " -1.1684e-02, 3.7669e-02, 2.6023e-02, -5.0953e-02, -6.8739e-02,\n", - " -1.5132e-01, 1.5295e-02, 5.8862e-02, -8.5955e-02, -1.0614e-02,\n", - " -1.4771e-01, 7.5826e-03, 1.3741e-02, 3.2153e-02, -5.5401e-02,\n", - " -2.7378e-02, -2.1129e-02, -9.6263e-03, 2.1679e-02, 6.0387e-03,\n", - " 2.3842e-02, 1.6773e-02, 2.1320e-02, -3.4935e-02, 1.8651e-02,\n", - " 3.9921e-02, -4.0954e-02, 3.6536e-02, 7.0171e-02, 5.9625e-02,\n", - " 1.2220e-02, -5.5114e-02, -3.6014e-02, -1.0953e-01, -9.5661e-02,\n", - " 1.1084e-02, -6.4837e-02, -3.4218e-02, 9.7829e-02, 1.7789e-02,\n", - " -5.8268e-02, -2.1595e-02, -1.5098e-01, 4.8902e-02, 2.7867e-02,\n", - " 1.0966e-01, 4.9730e-02, -6.5047e-02, 4.3189e-02, -1.1697e-01,\n", - " 6.1828e-02, 1.6997e-02, -1.5843e-02, 4.6682e-03, 6.4880e-03,\n", - " -2.7143e-02, 7.5872e-03, -4.5413e-02, -6.9785e-02, 4.3590e-02,\n", - " -5.9673e-03, 2.0699e-02, -6.7040e-02, 7.3287e-02, -1.5950e-05,\n", - " -3.9807e-02, 7.3086e-02, 3.5854e-02, 4.0103e-02, 1.3383e-01,\n", - " 3.1207e-03, -9.7336e-03, -1.0773e-02, 2.0780e-02, -2.4463e-02,\n", - " 8.5525e-02, -2.2474e-02, 3.5545e-02, 2.3799e-02, -6.9500e-02,\n", - " 3.9307e-02, 1.5299e-02, -1.1998e-01, 3.9373e-02, -2.7874e-02,\n", - " 5.0340e-02, -1.6368e-02, -2.2250e-02, 5.2681e-02, -9.1596e-02,\n", - " 1.3720e-01, -1.0519e-01, -5.7112e-02, 1.2733e-01, -7.1367e-02,\n", - " -1.9667e-02, 9.1824e-02, 5.3414e-02, 1.6420e-03, -8.7719e-03,\n", - " 4.1816e-03, 9.3656e-03, -2.6315e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.9018, 0.8869, 0.8863, 0.8587, 0.8750, 0.8783, 0.8626, 0.9150, 0.9264,\n", - " 0.8872, 0.8448, 0.7959, 0.8601, 0.8095, 0.9264, 0.8575, 0.8636, 0.8072,\n", - " 0.9398, 0.8179, 0.8616, 0.8484, 0.8979, 0.8966, 0.8273, 0.8883, 0.8270,\n", - " 0.8976, 0.8618, 0.8829, 0.9155, 0.8368, 0.8604, 0.9126, 0.9090, 0.9035,\n", - " 0.9051, 0.8905, 0.8842, 0.8567, 0.9144, 0.9118, 0.9246, 0.8807, 0.9163,\n", - " 0.8413, 0.8816, 0.9412, 0.9184, 0.9364, 0.8533, 0.8966, 0.8484, 0.7580,\n", - " 0.8594, 0.8250, 0.9207, 0.7978, 0.9134, 0.8184, 0.8942, 0.8539, 0.7281,\n", - " 0.8006, 0.9039, 0.8731, 0.9155, 0.9106, 0.8764, 0.9184, 0.9228, 0.9256,\n", - " 0.8391, 0.8399, 0.8869, 0.8312, 0.8967, 0.7788, 0.8774, 0.8685, 0.9193,\n", - " 0.9221, 0.9234, 0.8854, 0.7914, 0.8829, 0.8264, 0.8862, 0.9067, 0.9134,\n", - " 0.8882, 0.8885, 0.6231, 0.8887, 0.8911, 0.8679, 0.6551, 0.8235, 0.8843,\n", - " 0.9157, 0.9384, 0.9287, 0.8991, 0.8487, 0.8296, 0.6142, 0.8594, 0.9332,\n", - " 0.8742, 0.8529, 0.8903, 0.8991, 0.8150, 0.8918, 0.9142, 0.8520, 0.8667,\n", - " 0.9309, 0.9206, 0.8606, 0.8663, 0.5117, 0.8801, 0.8748, 0.7599, 0.8802,\n", - " 0.8945, 0.8507, 0.8807, 0.8819, 0.9265, 0.8688, 0.7154, 0.8769, 0.9021,\n", - " 0.9443, 0.8837, 0.8651, 0.9018, 0.6646, 0.9130, 0.9199, 0.9074, 0.9136,\n", - " 0.8837, 0.2779, 0.9289, 0.8763, 0.8903, 0.8763, 0.8800, 0.8738, 0.8041,\n", - " 0.9085, 0.9282, 0.8656, 0.8728, 0.8245, 0.8957, 0.5998, 0.8989, 0.9282,\n", - " 0.8541, 0.9191, 0.8652, 0.9128, 0.8863, 0.8443, 0.5768, 0.8967, 0.9237,\n", - " 0.8664, 0.8430, 0.8737, 0.9048, 0.5896, 0.8801, 0.8638, 0.8753, 0.8849,\n", - " 0.9150, 0.9423, 0.8755, 0.8931, 0.9242, 0.9104, 0.8685, 0.8707, 0.9199,\n", - " 0.8933, 0.9016, 0.8619, 0.8317, 0.8867, 0.8917, 0.8797, 0.9224, 0.8428,\n", - " 0.8567, 0.8255, 0.8887, 0.8591, 0.6296, 0.8378, 0.8937, 0.8374, 0.8750,\n", - " 0.8599, 0.9114, 0.8699, 0.8640, 0.9227, 0.8313, 0.8860, 0.9107, 0.7122,\n", - " 0.6000, 0.9267, 0.7521, 0.8736, 0.8768, 0.8709, 0.9011, 0.8471, 0.8837,\n", - " 0.6947, 0.8624, 0.8264, 0.8992, 0.9155, 0.8682, 0.8960, 0.8400, 0.9057,\n", - " 0.9075, 0.8799, 0.8692, 0.8464, 0.9045, 0.8343, 0.8346, 0.9190, 0.8983,\n", - " 0.8506, 0.8605, 0.7290, 0.8204, 0.8538, 0.8863, 0.7952, 0.8491, 0.8569,\n", - " 0.8912, 0.9032, 0.9304, 0.8693, 0.8580, 0.8506, 0.8788, 0.8754, 0.9189,\n", - " 0.8987, 0.9027, 0.9009, 0.8336, 0.8405, 0.8939, 0.8875, 0.8974, 0.9136,\n", - " 0.9147, 0.9047, 0.8864, 0.8930, 0.9175, 0.9225, 0.8385, 0.8973, 0.8862,\n", - " 0.9221, 0.8598, 0.8949, 0.9303, 0.6574, 0.9255, 0.8843, 0.9126, 0.9012,\n", - " 0.8349, 0.9281, 0.8712, 0.7353, 0.8975, 0.8829, 0.8706, 0.8165, 0.6444,\n", - " 0.7918, 0.8967, 0.8890, 0.9121, 0.9052, 0.8943, 0.9324, 0.8371, 0.8531,\n", - " 0.8477, 0.9251, 0.3999, 0.8936, 0.8742, 0.6313, 0.8931, 0.9006, 0.8976,\n", - " 0.8751, 0.9116, 0.9220, 0.8869, 0.7571, 0.9040, 0.8708, 0.8718, 0.9091,\n", - " 0.9185, 0.8990, 0.8433, 0.9043, 0.9146, 0.9156, 0.8708, 0.6452, 0.8890,\n", - " 0.9213, 0.9036, 0.9076, 0.8603, 0.9240, 0.9199, 0.8763, 0.8351, 0.9397,\n", - " 0.8501, 0.9048, 0.8322, 0.5896, 0.9336, 0.8856, 0.8962, 0.8641, 0.8745,\n", - " 0.8845, 0.9177, 0.6313, 0.9216, 0.9037, 0.8614, 0.8726, 0.8656, 0.8870,\n", - " 0.8967, 0.8715, 0.8575, 0.8630, 0.8916, 0.8720, 0.8313, 0.8970, 0.9027,\n", - " 0.8420, 0.8906, 0.8823, 0.9054, 0.8922, 0.8699, 0.9039, 0.9167, 0.8889,\n", - " 0.8631, 0.9238, 0.9159, 0.3737, 0.9055, 0.8678, 0.8878, 0.9121, 0.8424,\n", - " 0.9067, 0.8982, 0.8655, 0.8321, 0.8663, 0.8744, 0.8790, 0.9301, 0.9443,\n", - " 0.8700, 0.8423, 0.8886, 0.9135, 0.8723, 0.8019, 0.8668, 0.8993, 0.8148,\n", - " 0.8814, 0.9158, 0.8764, 0.9045, 0.9247, 0.9047, 0.8991, 0.9179, 0.9104,\n", - " 0.8944, 0.8470, 0.8797, 0.8704, 0.9099, 0.7421, 0.8658, 0.7859, 0.8954,\n", - " 0.8775, 0.8777, 0.8798, 0.8940, 0.8675, 0.9032, 0.8306, 0.8999, 0.8498,\n", - " 0.9002, 0.8563, 0.9162, 0.9381, 0.8855, 0.8688, 0.9006, 0.8488, 0.8739,\n", - " 0.9203, 0.8733, 0.6360, 0.9049, 0.8583, 0.8893, 0.8609, 0.8959, 0.8703,\n", - " 0.9274, 0.9316, 0.8654, 0.8874, 0.9373, 0.9443, 0.9074, 0.9138, 0.8698,\n", - " 0.8846, 0.9000, 0.7067, 0.8990, 0.9041, 0.8867, 0.7868, 0.8202, 0.8654,\n", - " 0.8528, 0.8932, 0.9110, 0.8501, 0.9006, 0.9206, 0.8768, 0.9079, 0.8717,\n", - " 0.8952, 0.8429, 0.8824, 0.9043, 0.8874, 0.6808, 0.8971, 0.8755, 0.8753,\n", - " 0.8941, 0.8797, 0.8552, 0.9049, 0.9185, 0.8853, 0.8378, 0.9176, 0.8625,\n", - " 0.8747, 0.7186, 0.8600, 0.9163, 0.8514, 0.8529, 0.8941, 0.8947, 0.8508,\n", - " 0.8547, 0.9110, 0.8780, 0.8699, 0.8945, 0.8971, 0.8411, 0.8416, 0.8569,\n", - " 0.8951, 0.8579, 0.8438, 0.8853, 0.6418, 0.8685, 0.8841, 0.9104, 0.8152,\n", - " 0.9112, 0.8543, 0.8504, 0.9122, 0.8762, 0.9170, 0.8846, 0.6728, 0.8284,\n", - " 0.8417, 0.9177, 0.8908, 0.9108, 0.8635, 0.8506, 0.8963, 0.8284, 0.9506,\n", - " 0.8300, 0.4737, 0.9142, 0.8423, 0.9234, 0.6852, 0.8899, 0.8683, 0.8479,\n", - " 0.8771, 0.9242, 0.8419, 0.8730, 0.9184, 0.8989, 0.9185, 0.8876, 0.8337,\n", - " 0.9011, 0.9083, 0.9229, 0.8485, 0.9007, 0.9086, 0.8588, 0.9025, 0.8674,\n", - " 0.8921, 0.8824, 0.9355, 0.8591, 0.9243, 0.9045, 0.7468, 0.8687, 0.8965,\n", - " 0.9372, 0.6586, 0.9311, 0.9101, 0.8560, 0.9119, 0.8810, 0.8757, 0.9139,\n", - " 0.9012, 0.8224, 0.9152, 0.8323, 0.9104, 0.9133, 0.9147, 0.9219, 0.8555,\n", - " 0.8485, 0.8594, 0.8852, 0.9286, 0.9102, 0.8900, 0.8911, 0.9372, 0.9121,\n", - " 0.8749, 0.9115, 0.8269, 0.9264, 0.8002, 0.8894, 0.9034, 0.9073, 0.8727,\n", - " 0.9272, 0.8494, 0.7397, 0.8959, 0.8371, 0.9372, 0.8943, 0.8476, 0.8376,\n", - " 0.9019, 0.9323, 0.9399, 0.8910, 0.9018, 0.9047, 0.8561, 0.8616, 0.9244,\n", - " 0.8774, 0.8319, 0.8697, 0.8871, 0.8983, 0.8688, 0.9079, 0.9052, 0.8414,\n", - " 0.8837, 0.8940, 0.8471, 0.9074, 0.8451, 0.9301, 0.9154, 0.8638, 0.9122,\n", - " 0.8908, 0.8596, 0.9319, 0.8913, 0.8754, 0.8662, 0.5557, 0.8684, 0.8023,\n", - " 0.8988, 0.8906, 0.8662, 0.9114, 0.9106, 0.9254, 0.9181, 0.9131, 0.8603,\n", - " 0.9190, 0.8579, 0.8931, 0.8835, 0.6463, 0.8981, 0.8559, 0.8522, 0.9297,\n", - " 0.8950, 0.8265, 0.8574, 0.9054, 0.8829, 0.9219, 0.9219, 0.8494, 0.9137,\n", - " 0.9171, 0.8919, 0.8638, 0.9031, 0.9072, 0.9098, 0.8783, 0.9069, 0.8727,\n", - " 0.9322, 0.9118, 0.8618, 0.8528, 0.8265, 0.8647, 0.6684, 0.9396, 0.8657,\n", - " 0.8152, 0.8974, 0.8983, 0.8773, 0.8140, 0.8510, 0.9076, 0.9043, 0.8189,\n", - " 0.8731, 0.8413, 0.8933, 0.8650, 0.9098, 0.8408, 0.9138, 0.9289, 0.8778,\n", - " 0.8604, 0.9093, 0.9151, 0.9028, 0.8661, 0.8888, 0.8816, 0.8842, 0.8617,\n", - " 0.8825, 0.8976, 0.8960, 0.9224, 0.9688, 0.8061, 0.8499, 0.9100, 0.8267,\n", - " 0.9076, 0.8511, 0.9115, 0.8986, 0.9032, 0.8783, 0.8694, 0.8953, 0.8908,\n", - " 0.9210, 0.8866, 0.9352, 0.9155, 0.9032, 0.8549, 0.8810, 0.8828, 0.8489,\n", - " 0.7537, 0.9039, 0.8929, 0.8425, 0.8717, 0.8854, 0.8853, 0.8785, 0.8987,\n", - " 0.8198, 0.8881, 0.9306], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.6625e-02, -1.0507e-01, 3.1912e-02, 7.6338e-02, -1.1188e-01,\n", - " 1.2034e-01, -1.8940e-01, -1.3437e-01, -6.9242e-02, -6.7826e-02,\n", - " -5.4263e-02, -1.4246e-01, 6.9934e-02, -2.0858e-01, -3.2876e-03,\n", - " -2.3191e-02, 6.8969e-02, 8.9101e-02, -2.6422e-02, -2.6609e-01,\n", - " -9.9980e-02, 1.7229e-01, -1.6668e-01, -6.1606e-02, 4.6690e-02,\n", - " -1.1975e-01, -1.0204e-01, 5.2635e-02, 7.8951e-02, -7.8034e-02,\n", - " -1.4889e-02, -5.5586e-02, -1.2998e-01, 7.1997e-02, -1.0003e-01,\n", - " 1.5326e-02, 1.9547e-02, -7.3485e-02, -9.4418e-02, 1.0362e-01,\n", - " -6.1286e-02, 7.1012e-02, -2.3794e-02, -9.7600e-02, 2.2134e-02,\n", - " 7.2604e-02, 6.6140e-02, -1.5904e-02, -1.2900e-01, -9.5402e-03,\n", - " 1.2593e-01, -9.1694e-02, -2.2906e-01, 2.0688e-01, -1.3409e-01,\n", - " 1.0476e-01, -3.9208e-03, 1.4129e-01, -8.0206e-02, 1.1312e-01,\n", - " 4.4298e-04, -3.1820e-02, 1.2605e-01, 1.8113e-01, 1.2809e-02,\n", - " -4.3978e-02, 2.0773e-03, -4.6278e-02, -5.8448e-02, 9.8595e-03,\n", - " -3.2026e-02, -3.1179e-02, 1.5660e-01, 1.0776e-01, -1.3921e-01,\n", - " -1.0311e-01, -4.5080e-02, -1.7536e-01, -7.3872e-02, -5.5457e-02,\n", - " -2.3188e-02, -6.2325e-02, -6.7388e-02, -5.9938e-02, -8.1442e-02,\n", - " -9.5643e-02, 5.3938e-02, -1.2202e-01, -4.2700e-02, -4.7029e-02,\n", - " -3.8722e-02, 3.7240e-03, -2.1497e-01, -1.3948e-03, -5.7284e-02,\n", - " -2.1566e-02, -1.9520e-01, 1.1644e-01, -4.2779e-02, -5.3457e-03,\n", - " -2.6165e-02, -1.2019e-01, -5.0167e-03, -4.6626e-03, -1.0129e-01,\n", - " -4.5894e-02, 1.3304e-01, -5.7492e-02, -7.1754e-02, -3.1174e-02,\n", - " -4.3994e-02, -9.4959e-02, 2.1656e-01, 1.0740e-01, -4.2548e-02,\n", - " -4.1486e-02, -9.5449e-02, -9.5418e-02, -7.8051e-02, -1.0562e-01,\n", - " 1.0915e-01, 4.0597e-01, 2.6612e-02, -6.9673e-02, -3.5386e-02,\n", - " -1.2873e-02, 4.0978e-02, -1.1241e-01, -9.5544e-02, -1.3292e-02,\n", - " -4.4201e-02, -1.4191e-01, -5.5357e-02, -7.0822e-02, -4.0674e-03,\n", - " 2.6114e-02, 7.5882e-02, 5.7120e-02, 1.2606e-01, 1.4230e-01,\n", - " -4.0235e-03, -6.1418e-02, -6.6961e-03, -3.8446e-02, -7.1943e-02,\n", - " 1.8551e-01, -1.2822e-02, 7.6709e-02, -8.1103e-02, -7.2764e-02,\n", - " -8.6045e-02, -9.7528e-02, 4.1532e-02, -7.7701e-02, -4.5413e-02,\n", - " -7.9822e-02, -1.8998e-01, -1.6055e-01, -6.8246e-02, -6.8712e-02,\n", - " -1.2344e-02, -4.4136e-02, -1.3596e-02, -5.7772e-02, -5.4524e-02,\n", - " -9.2218e-02, -1.8866e-02, 1.0647e-01, 3.3256e-01, -2.2296e-02,\n", - " -5.1825e-02, -1.2755e-01, -9.1702e-02, -1.9313e-01, -1.2993e-01,\n", - " -6.5512e-02, -3.4277e-02, -9.5308e-02, -1.1043e-01, -3.6635e-02,\n", - " 6.8052e-03, 2.7257e-04, -1.0590e-01, -1.5642e-01, -1.1331e-01,\n", - " -7.8984e-02, -1.6124e-01, -1.8601e-01, -9.2715e-02, 3.8851e-02,\n", - " 1.0873e-01, 4.2357e-02, -2.2107e-01, 5.1203e-02, 5.9569e-03,\n", - " -5.7879e-02, 6.5377e-03, -1.0727e-01, 2.0603e-02, -1.4750e-02,\n", - " 3.2937e-02, -1.8990e-01, -1.2786e-01, -1.8806e-01, -4.1394e-02,\n", - " -8.8912e-02, -1.7002e-01, -7.3276e-03, -3.2889e-02, -1.5499e-02,\n", - " -7.3647e-02, 5.0166e-02, -1.8483e-01, -7.8329e-02, -1.8418e-02,\n", - " 2.1323e-02, 6.7164e-02, -8.7967e-03, -1.3794e-01, -7.6948e-02,\n", - " -5.5494e-02, -1.8144e-01, -1.4973e-01, 7.0110e-02, -1.2353e-01,\n", - " -5.7582e-02, -4.8038e-02, -2.8484e-02, -2.4484e-02, -4.0356e-02,\n", - " -1.4437e-01, -1.6582e-02, -1.1949e-01, -1.3751e-02, -5.5272e-02,\n", - " -8.7414e-02, -7.2544e-02, -9.4576e-02, -2.1282e-02, 4.0743e-02,\n", - " 7.0492e-02, -3.2798e-02, -7.9206e-02, -1.2530e-01, -7.0764e-02,\n", - " -5.4919e-02, 1.1142e-01, -8.7380e-03, -1.7681e-02, 8.7281e-02,\n", - " -1.2548e-01, -8.8504e-02, -1.6192e-02, -4.6660e-03, -8.2362e-03,\n", - " 5.1452e-02, 3.1431e-02, 8.2000e-02, -2.9608e-02, -2.1364e-02,\n", - " -1.2958e-01, -9.5314e-03, -1.2507e-01, -1.2091e-01, -2.1740e-01,\n", - " -1.2663e-01, -3.9883e-02, -4.6411e-02, -8.3061e-02, -4.4111e-02,\n", - " -1.0415e-01, -3.4678e-02, -2.0700e-02, 4.5979e-03, 9.3389e-02,\n", - " 1.2189e-03, -3.3199e-02, 2.8192e-02, 2.6093e-02, 2.2936e-02,\n", - " -1.0521e-01, -6.9720e-02, -3.0941e-02, -2.7791e-03, 4.7309e-02,\n", - " 3.6411e-02, -9.8355e-02, -1.1288e-01, -1.7591e-01, -6.7582e-02,\n", - " -6.3172e-02, -6.3451e-02, 4.1148e-02, -3.7562e-02, -1.0980e-01,\n", - " -2.6929e-02, 7.4353e-02, -2.3019e-01, 2.9365e-02, 6.2933e-02,\n", - " -8.3192e-02, 6.6811e-02, -9.5346e-03, -1.0023e-01, -1.0159e-01,\n", - " -1.6829e-01, -9.2009e-03, 4.2582e-02, -6.7786e-01, 2.3572e-02,\n", - " -3.1146e-02, -1.1759e-01, -1.1613e-02, 3.6962e-02, -1.0654e-01,\n", - " 1.9333e-02, -9.3331e-02, -4.2195e-02, -2.6624e-02, -1.8566e-01,\n", - " -2.5489e-02, -1.1489e-02, -5.7362e-02, -1.5125e-02, -7.0189e-02,\n", - " -1.3676e-01, -7.4570e-02, -5.7956e-02, -1.7561e-02, -6.7024e-02,\n", - " 7.7325e-02, 8.4011e-02, 2.8613e-02, -1.3518e-01, 2.8934e-02,\n", - " -8.7383e-03, -5.7487e-02, -3.3748e-02, -9.2445e-02, -1.7720e-01,\n", - " 5.1504e-02, -1.6400e-01, 3.2477e-03, -8.1989e-02, 8.9592e-02,\n", - " -1.7000e-01, -5.7153e-02, 4.1587e-02, 9.1134e-03, 1.3563e-01,\n", - " 2.0177e-02, -1.7854e-01, -1.6019e-02, -5.5787e-02, 6.3263e-03,\n", - " 8.9427e-02, 7.0923e-02, -1.4782e-02, 2.5181e-02, -3.2568e-02,\n", - " -1.4150e-01, 4.0611e-02, -1.8354e-02, -4.5727e-02, 1.4363e-02,\n", - " -5.7863e-02, -2.0089e-02, -1.8870e-02, -4.5177e-02, -8.0632e-02,\n", - " 8.2770e-02, -6.2037e-02, -1.0541e-01, -9.5110e-02, 7.8727e-02,\n", - " -6.4051e-03, -2.1475e-02, -9.3362e-03, 1.8469e-02, -4.6239e-02,\n", - " -1.9577e-02, 2.7716e-01, -1.0000e-01, 1.3668e-01, -3.6600e-02,\n", - " -4.9088e-02, 5.7199e-02, -1.0958e-01, -4.8999e-02, 6.4781e-02,\n", - " 1.4753e-02, 7.4483e-04, -1.6135e-01, -4.5843e-02, -5.6123e-02,\n", - " -9.3122e-02, 1.8672e-02, 4.8467e-02, -4.5692e-02, -5.1939e-02,\n", - " -5.6010e-02, 1.4136e-03, 3.7675e-02, 5.0618e-03, -8.8304e-02,\n", - " 1.0297e-01, -1.1114e-01, -5.6413e-02, -5.0215e-02, -1.8669e-02,\n", - " 8.6868e-02, -3.7474e-03, -6.2278e-02, -1.0016e-01, -1.3861e-02,\n", - " -1.1220e-02, -4.0388e-02, -9.2488e-02, -9.3046e-02, -2.1603e-02,\n", - " 6.7309e-03, 1.0349e-01, -1.6229e-01, 8.7963e-03, 3.5653e-02,\n", - " -4.1728e-02, -8.0954e-02, -6.8818e-03, -8.4664e-03, 7.3229e-03,\n", - " -8.9781e-02, -3.2343e-02, -2.8033e-02, -1.2189e-02, -5.2967e-02,\n", - " -1.1684e-01, 4.0898e-02, 6.8785e-03, 1.5525e-02, 8.6050e-02,\n", - " -1.1087e-01, -3.8352e-02, 2.5415e-02, 1.3479e-01, -4.0202e-02,\n", - " -5.2153e-02, 3.7788e-02, -5.8467e-02, -2.9823e-02, 2.1274e-02,\n", - " 3.2532e-02, -8.4771e-02, -1.8989e-01, 6.7598e-02, -8.9823e-02,\n", - " -5.4341e-02, -6.1454e-02, -6.9793e-02, 2.1388e-02, 3.8125e-02,\n", - " -1.1104e-01, -2.2127e-02, -5.9216e-02, -1.5919e-01, -1.2669e-01,\n", - " 1.1131e-01, 1.1789e-01, -1.1630e-01, -8.3066e-02, -7.5607e-02,\n", - " 1.1751e-02, -2.7502e-02, -1.3553e-02, -4.6427e-02, -8.0391e-02,\n", - " -8.5280e-02, 6.0877e-02, -2.1529e-02, 5.6057e-02, 3.6249e-02,\n", - " 4.6377e-02, -1.3462e-01, -3.8239e-02, -2.7187e-02, -3.5752e-02,\n", - " -1.0851e-01, -4.5938e-02, -1.7553e-01, 1.1124e-01, -1.2534e-02,\n", - " -6.2436e-02, 1.4366e-02, -1.7153e-01, 6.7201e-03, 1.4290e-01,\n", - " 6.3469e-02, 2.4152e-01, -6.5595e-02, 2.4741e-02, -1.4315e-02,\n", - " 9.3053e-03, -5.1606e-02, -5.8946e-02, -6.7120e-02, -1.0786e-01,\n", - " 2.7229e-02, -1.3340e-01, -1.3439e-03, 1.0027e-01, -8.1355e-02,\n", - " -7.3692e-02, 3.7002e-02, -1.7913e-01, -7.2593e-02, 8.6568e-02,\n", - " -1.2131e-01, 6.9443e-02, 4.9047e-02, 8.6389e-02, -2.0935e-02,\n", - " -5.0771e-02, -9.7703e-02, -9.3536e-02, -1.0317e-02, 1.3166e-01,\n", - " -9.6728e-04, -3.1439e-02, -2.8427e-02, -4.1343e-02, 1.8749e-02,\n", - " -3.5111e-03, -5.1109e-02, -1.0554e-01, 3.5747e-02, -2.6054e-02,\n", - " 1.0180e-01, 7.0816e-02, -9.8053e-02, -8.7784e-02, 8.7960e-02,\n", - " -1.2546e-01, 2.8320e-01, 2.6763e-02, -1.2164e-01, -6.6004e-02,\n", - " 6.0763e-02, 8.9346e-02, 9.8378e-02, -1.4921e-01, -1.5433e-01,\n", - " -1.3213e-02, 7.0372e-02, -5.5913e-02, -1.2748e-01, -9.8133e-02,\n", - " -2.3685e-02, -3.2954e-02, -1.2974e-01, -1.3464e-01, 1.3043e-02,\n", - " -3.1027e-04, 7.2921e-02, 6.7288e-02, 1.0188e-02, -1.9360e-02,\n", - " -2.8443e-02, -4.0145e-02, -5.1148e-03, -1.3014e-02, -2.7395e-02,\n", - " -1.0637e-01, -6.6571e-02, -1.0466e-02, -1.5021e-02, -5.8401e-02,\n", - " -5.3731e-02, -5.8570e-02, 8.4191e-02, -3.5411e-02, -3.7969e-02,\n", - " 3.5854e-02, 7.9331e-02, -1.9163e-01, -4.6646e-02, -3.0621e-02,\n", - " -5.6818e-02, -2.3719e-01, -8.5134e-02, 5.3209e-03, -1.2206e-02,\n", - " -7.2313e-02, 1.5585e-02, -5.3374e-02, 2.6976e-02, -9.7546e-02,\n", - " -8.3794e-03, -7.7564e-02, -2.9223e-02, -9.5770e-02, -6.8801e-02,\n", - " -8.2946e-02, -9.8884e-02, 6.2166e-02, -8.8903e-02, -3.3634e-02,\n", - " -1.7276e-01, -6.8196e-02, -1.6463e-01, -2.0550e-02, -5.6731e-02,\n", - " -8.4223e-03, -5.6610e-02, -1.5533e-02, -2.0044e-02, -6.3639e-02,\n", - " -6.5976e-02, -7.7416e-02, -1.2213e-02, -1.3717e-01, -1.7293e-01,\n", - " -9.1297e-02, 1.6511e-02, -2.8297e-02, -3.5861e-02, -2.4608e-02,\n", - " -5.3280e-02, -1.5407e-01, 4.0849e-02, -8.9997e-03, -4.8316e-02,\n", - " -5.5761e-02, -6.6250e-02, 7.2413e-02, -1.5084e-01, -1.1982e-01,\n", - " 8.6066e-03, -8.8314e-02, -9.0629e-02, -4.0791e-02, -1.5793e-01,\n", - " 4.4901e-02, -5.8334e-02, -1.2370e-01, 6.9721e-04, 1.3705e-03,\n", - " -6.0067e-02, -1.4701e-01, -1.5822e-02, -3.2613e-02, -9.9972e-02,\n", - " -5.0216e-02, -5.3470e-02, 8.3673e-03, -7.3479e-02, 2.9377e-01,\n", - " -2.2296e-02, 5.2783e-02, 3.3154e-02, -5.1746e-02, -7.3156e-02,\n", - " -1.1054e-01, 4.4262e-02, -8.7940e-02, 3.6671e-04, -5.4205e-02,\n", - " 4.4721e-03, -2.1768e-02, 8.3681e-02, -7.8170e-02, -6.3030e-02,\n", - " 6.1283e-02, -9.7558e-02, -6.3439e-02, 8.2211e-03, -3.1354e-02,\n", - " 4.4900e-03, -2.5939e-01, -1.2595e-01, -1.0022e-01, 6.5094e-03,\n", - " -5.6319e-02, 2.8455e-03, -1.8966e-01, -4.3104e-03, 1.2433e-02,\n", - " 5.0383e-02, -1.1426e-01, 6.4174e-02, 1.4080e-02, -4.7500e-02,\n", - " -1.2750e-01, -1.2806e-01, -3.3080e-02, -9.5859e-02, 5.1768e-02,\n", - " -2.2557e-01, 9.1492e-02, 1.7461e-02, -3.0264e-02, 2.1010e-02,\n", - " -8.6432e-02, 1.2583e-02, 1.3712e-01, -1.2197e-01, 4.1892e-02,\n", - " -6.5797e-02, -1.6333e-01, -7.5110e-02, -1.1973e-01, -2.9338e-02,\n", - " -1.8425e-02, -1.7636e-01, 2.6511e-02, -1.0604e-01, 9.3289e-02,\n", - " -1.5011e-01, 4.5955e-02, -3.7404e-02, -4.7449e-02, 2.8436e-03,\n", - " 5.0054e-02, 2.3086e-03, -6.7876e-02, -3.7435e-02, -1.2747e-01,\n", - " -3.4610e-02, -4.0350e-02, -7.0701e-03, 9.4924e-02, -1.3219e-01,\n", - " 6.7923e-04, -1.6742e-01, -4.9987e-02, -4.9555e-02, -1.5015e-01,\n", - " -2.9192e-02, -8.9088e-02, -1.1630e-02, 1.0799e-01, -4.8110e-02,\n", - " -9.9438e-03, -2.8111e-02, -1.5008e-01, -9.9525e-03, -9.9064e-02,\n", - " -1.2777e-01, 1.0255e-02, -1.8369e-02, -7.6552e-02, -5.0687e-02,\n", - " -5.5869e-02, 1.0312e-01, 5.6818e-02, -2.0309e-01, -2.4400e-02,\n", - " -8.8542e-02, 2.4198e-01, -7.8811e-02, -3.2614e-02, -6.5294e-02,\n", - " -5.4814e-02, -8.6998e-02, -4.5401e-02, 7.0956e-02, 5.9858e-03,\n", - " -4.9954e-02, -2.6151e-02, -4.8600e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.7124e-02, 3.4060e-02, 2.7714e-01, -2.1614e-01, -5.2754e-02,\n", - " -4.1934e-02, -1.0614e-01, 1.6164e-01, 2.1892e-01, 5.4828e-02,\n", - " 1.1328e-01, -1.5540e-01, 3.4646e-01, 2.5325e-01, -3.4102e-02,\n", - " -1.3691e-01, -9.9905e-02, 3.6209e-02, 2.8396e-01, 2.4723e-02,\n", - " 1.0624e-01, -1.5966e-01, -2.9064e-01, 2.1612e-01, -2.4899e-01,\n", - " 9.8707e-04, 1.8403e-01, -2.4768e-02, 1.1958e-01, -2.3030e-01,\n", - " 2.2557e-01, -1.7071e-01, 3.5806e-03, 1.6674e-01, -2.8803e-01,\n", - " -5.6050e-02, -4.8621e-02, 1.0115e-01, 3.2618e-01, -1.5848e-01,\n", - " -3.2005e-03, -1.7769e-01, -1.2821e-01, -1.0530e-02, -9.1261e-02,\n", - " -2.4720e-01, 2.4708e-01, 2.6454e-01, -4.9120e-02, 2.7720e-02,\n", - " -7.3964e-02, 9.6444e-02, 5.1543e-03, 9.4288e-02, -2.4002e-01,\n", - " 6.6576e-02, 3.3673e-02, 1.6398e-01, 7.6314e-02, -9.3209e-02,\n", - " 8.1365e-02, -1.9832e-02, 6.0652e-02, 3.0708e-01, -8.0167e-02,\n", - " 1.9258e-01, 2.0132e-01, -2.3741e-01, 8.8291e-02, 2.3971e-02,\n", - " 1.0593e-02, -2.0060e-01, -1.5472e-01, -2.7008e-02, -1.1449e-02,\n", - " 2.0100e-01, -8.2185e-01, -2.4517e-01, 1.8763e-02, -1.6174e-02,\n", - " -4.9654e-02, 8.3059e-02, -5.2619e-02, 4.4486e-02, -6.7373e-02,\n", - " -5.0209e-03, 1.7341e-02, 8.1912e-02, 1.2533e-01, 1.0839e-01,\n", - " -1.6703e-02, -1.7874e-01, -7.6292e-02, 3.7882e-01, -7.1830e-02,\n", - " -1.3231e-02, -2.9727e-02, -1.0660e-01, -7.0098e-03, 8.0439e-02,\n", - " 5.0455e-01, -1.5079e-01, 9.5330e-02, -7.9132e-02, 8.5197e-02,\n", - " 3.9111e-02, 2.1119e-01, -2.9752e-02, -1.1806e-01, 1.2286e-01,\n", - " 9.6624e-02, 3.7295e-02, 4.2608e-02, 3.8592e-01, -1.0858e-01,\n", - " -2.7011e-02, -2.6157e-02, 1.8082e-01, 8.9553e-02, 1.2224e-01,\n", - " 1.4946e-02, -2.0846e-01, 1.3993e-01, 2.6287e-02, 1.4447e-01,\n", - " 2.8735e-01, -5.6707e-02, 1.5282e-01, -7.8315e-03, -6.3501e-02,\n", - " -6.1277e-02, 1.3764e-01, 2.6456e-02, -1.6626e-01, -2.8613e-01,\n", - " -4.9078e-03, -1.6712e-01, 4.9314e-02, 5.7350e-02, 6.7702e-02,\n", - " -8.8359e-02, -1.7174e-01, 7.9126e-02, -2.7246e-01, 7.1695e-02,\n", - " -3.2138e-01, -1.5843e-01, -8.3777e-02, -1.3326e-01, -2.2485e-02,\n", - " -2.5190e-01, 1.4825e-01, 9.3672e-02, 6.6643e-02, -2.2700e-02,\n", - " -4.2293e-01, -3.5745e-02, -1.9151e-01, 1.2523e-02, 8.0613e-03,\n", - " 1.9264e-01, -1.0809e-01, -7.3997e-02, 1.0719e-01, 4.0946e-02,\n", - " 1.9753e-03, -2.9911e-01, -7.6256e-02, 1.6773e-02, -2.0374e-01,\n", - " 8.9181e-03, -1.8182e-02, -1.4729e-01, -4.7487e-02, -1.6229e-01,\n", - " 2.8122e-01, 3.7604e-02, 2.2548e-02, 9.1785e-02, -1.7329e-02,\n", - " 9.4505e-02, -1.3197e-01, 2.2487e-01, -2.1390e-01, -2.4588e-01,\n", - " 2.2784e-01, 2.6753e-01, -6.7874e-02, 2.6946e-01, -6.6390e-02,\n", - " -2.5498e-02, -1.6309e-01, -9.0200e-02, 3.7907e-02, 9.5660e-02,\n", - " 1.8080e-01, -2.3924e-01, 9.9478e-02, -1.3054e-01, -2.7138e-01,\n", - " 1.3956e-03, 1.0748e-01, 1.5392e-01, 1.5391e-01, 1.0045e-01,\n", - " 2.7342e-02, 2.6396e-01, -1.6955e-01, 7.2539e-02, -1.5687e-02,\n", - " 1.8086e-01, -1.4429e-01, 2.8108e-02, 8.0441e-02, 2.0063e-01,\n", - " -1.0055e-01, -2.6909e-01, -1.5524e-02, 1.4388e-01, 4.3092e-02,\n", - " 9.8653e-02, -6.4260e-02, -1.2832e-02, 1.7404e-01, -4.4107e-02,\n", - " -7.2183e-02, -3.2841e-01, -2.4934e-01, -2.0703e-01, 8.4704e-02,\n", - " -4.7903e-02, 2.9869e-01, 8.1060e-02, 1.7804e-01, -1.8038e-01,\n", - " 1.2124e-01, 4.1391e-02, -4.5663e-02, 1.1364e-01, -1.0475e-01,\n", - " -1.9078e-01, 2.3068e-01, 4.0918e-02, 1.6140e-01, -7.7373e-02,\n", - " -3.0637e-02, -1.3309e-01, -1.9025e-01, 1.2720e-01, -1.1768e-01,\n", - " -2.4791e-02, -2.5434e-02, -1.7499e-01, -9.2619e-02, 1.6476e-01,\n", - " -2.3725e-01, -9.3491e-02, 4.5671e-01, -2.6633e-01, 1.0085e-01,\n", - " -1.2826e-01, -2.8109e-02, 5.8012e-02, 1.0149e-01, -1.8210e-01,\n", - " 2.1895e-02, 3.5337e-02, -1.3148e-01, 3.1326e-01, -1.6480e-01,\n", - " -5.1380e-02, 9.9065e-04, -6.6773e-02, -4.0287e-01, 4.5009e-02,\n", - " 1.9293e-01, 7.5762e-02, -2.1389e-02, 1.2942e-01, -1.2339e-02,\n", - " -3.2635e-01, -8.3607e-02, -2.0453e-04, 3.3516e-01, 7.5062e-02,\n", - " -6.9327e-02, -1.2054e-01, -2.6635e-01, -9.9091e-02, -2.3790e-01,\n", - " -2.6579e-01, -1.7214e-01, -6.5533e-03, 7.8417e-04, -1.6940e-01,\n", - " -2.0657e-01, 6.5929e-02, 6.7971e-02, 1.0136e-01, -9.7878e-02,\n", - " 1.1956e-01, -2.0127e-01, 2.3890e-01, -1.1398e-01, -2.2317e-01,\n", - " 9.2065e-02, -3.3084e-01, -4.5262e-02, -5.6814e-02, 6.6942e-02,\n", - " 5.4173e-02, 2.3265e-02, 1.7742e-01, 1.4548e-01, -4.5700e-02,\n", - " -1.8529e-01, 3.6931e-01, 3.1450e-01, 2.4212e-01, 2.7637e-01,\n", - " 1.4381e-01, 3.1329e-02, 1.3306e-01, 2.1394e-02, -9.4586e-02,\n", - " -3.8493e-02, -1.8471e-02, -2.7016e-02, -1.4261e-02, 3.1914e-03,\n", - " 2.1349e-02, 3.1816e-05, 6.4909e-02, 7.4721e-03, 2.9929e-02,\n", - " 1.0701e-02, 2.2340e-01, -3.5223e-02, -1.0802e-01, 5.0714e-02,\n", - " -1.0178e-01, -1.1887e-01, -1.1913e-01, 7.9704e-02, -1.9697e-02,\n", - " -1.9531e-02, 1.2767e-01, -5.8106e-02, 8.3521e-02, 2.0849e-01,\n", - " 3.7163e-02, 4.6231e-02, -9.1407e-02, -1.1306e-01, -1.1369e-01,\n", - " -8.4219e-03, 1.7472e-01, 7.9875e-02, 1.3519e-02, -6.7817e-02,\n", - " -1.2278e-02, 1.6268e-01, -5.2483e-02, 2.5276e-03, -1.9233e-01,\n", - " -1.0626e-01, -1.8435e-04, 6.2287e-03, 6.8744e-02, -1.7931e-01,\n", - " 6.1300e-03, 1.4120e-01, 2.0568e-02, -3.0645e-03, 1.0094e-01,\n", - " 1.1260e-01, -5.9056e-02, -1.4635e-01, -2.5501e-02, 3.9975e-02,\n", - " -9.0633e-02, -8.7091e-02, 1.4956e-02, -8.6604e-03, -4.3978e-02,\n", - " 7.2691e-02, 6.2789e-02, 3.7800e-02, -9.9180e-02, -1.5878e-02,\n", - " -1.2559e-02, -7.3866e-02, -1.1865e-01, 1.7248e-01, 4.5992e-02,\n", - " 2.4102e-02, 2.5764e-01, 1.7215e-03, -3.3761e-02, 7.6782e-02,\n", - " -1.0954e-01, 5.4684e-02, -3.2368e-03, -2.1302e-02, 7.1202e-02,\n", - " -4.5970e-03, 1.7492e-02, 3.5812e-02, 2.1043e-02, -9.1360e-02,\n", - " 2.5750e-02, -6.3601e-02, -1.8830e-02, -1.0064e-01, -2.5951e-02,\n", - " -1.5693e-01, 8.1196e-02, 1.8295e-02, -3.2807e-02, 7.1443e-02,\n", - " 3.5710e-02, 3.9369e-03, 9.2418e-02, 4.8860e-02, 5.4823e-02,\n", - " -2.8998e-03, 2.9912e-02, 1.2656e-02, -3.6178e-02, 7.3544e-02,\n", - " 3.2387e-01, 5.8701e-02, -3.6687e-04, -7.1270e-02, -8.2914e-04,\n", - " 7.5568e-02, -3.9599e-02, 7.4323e-02, -6.9772e-02, -5.8435e-03,\n", - " -5.5360e-02, 3.7388e-02, 3.0727e-03, 5.8361e-02, -7.7181e-04,\n", - " -1.4444e-02, -2.2832e-02, 1.6206e-02, -5.7916e-02, -7.0437e-02,\n", - " -3.7077e-02, -1.1017e-01, -1.1467e-01, 3.8657e-02, 5.7330e-02,\n", - " -6.3091e-02, -7.0682e-02, 2.4881e-02, 7.2451e-04, -6.1555e-02,\n", - " -3.6103e-02, -5.0532e-02, 1.1355e-02, 1.7141e-02, 2.7083e-02,\n", - " 1.5256e-01, 2.8816e-02, 9.3735e-02, -1.1345e-01, -6.5514e-02,\n", - " -5.6315e-02, 5.6634e-02, 1.0206e-01, -2.8312e-02, 5.7025e-02,\n", - " -8.6383e-02, 1.4014e-01, 3.4101e-02, -9.1953e-02, 6.6414e-02,\n", - " -2.8226e-02, 2.2760e-03, -3.0065e-02, 2.4532e-04, 1.7881e-02,\n", - " -1.2094e-01, -5.0453e-02, 1.0507e-01, 1.3416e-02, 1.0692e-01,\n", - " 2.4479e-02, -7.3698e-02, 1.9370e-02, -2.6637e-02, -5.9299e-02,\n", - " -1.4951e-02, 7.2080e-03, 5.9322e-02, 3.7022e-02, 2.7886e-02,\n", - " 6.5390e-02, 1.2358e-01, -1.6842e-02, 9.4552e-02, -5.2495e-03,\n", - " -5.3225e-02, -4.1222e-02, -4.6518e-03, 1.5419e-02, -1.5704e-02,\n", - " 5.3214e-02, -7.4430e-02, 2.0601e-02, 1.2736e-02, -1.1555e-02,\n", - " 2.3967e-01, 5.9821e-03, -2.5143e-02, 4.7115e-02, 7.1733e-02,\n", - " 8.1417e-02, 2.1429e-01, -3.3066e-02, -1.7153e-02, -1.2916e-01,\n", - " -9.6517e-03, 9.4612e-03, 5.5593e-02, 2.6679e-01, -6.1172e-02,\n", - " -4.2006e-02, -5.3519e-03, -8.9881e-02, -7.7368e-02, 3.5689e-02,\n", - " 4.3952e-02, 3.3530e-02, -1.4626e-02, -2.0199e-02, -5.5274e-02,\n", - " -6.3373e-03, 3.1005e-02, -2.1222e-02, -7.0196e-02, 2.4251e-03,\n", - " -8.1598e-02, 4.4209e-03, -2.7370e-02, -7.1675e-02, 4.3540e-04,\n", - " 6.2876e-02, 5.4380e-03, 4.6408e-02, 4.6499e-02, -4.4597e-02,\n", - " -1.1113e-01, 7.3425e-02, 4.5689e-02, -2.6495e-02, -4.5675e-02,\n", - " -3.0725e-03, 1.5039e-01, -1.2380e-01, 1.7399e-02, 3.5874e-02,\n", - " -1.2007e-01, 1.1524e-02, -8.8787e-02, -1.0026e-02, -1.1327e-02,\n", - " 1.0399e-01, 1.0365e-01, -5.4910e-02, -2.0341e-02, -1.1185e-01,\n", - " 2.2855e-02, 2.1275e-01, -1.4602e-01, 4.7515e-02, -1.3327e-01,\n", - " -1.8709e-01, 1.2670e-01, -7.9336e-02, 1.2110e-01, -8.0340e-02,\n", - " 2.4233e-01, 8.0648e-02, -4.1247e-02, -3.5967e-01, -1.4296e-01,\n", - " 1.9117e-01, 3.0106e-02, -7.6605e-02, -5.7340e-03, 4.5664e-02,\n", - " 7.5889e-02, -1.8742e-01, -2.0386e-01, 1.6283e-01, -6.9425e-02,\n", - " -1.6049e-01, -5.7655e-02, -2.0052e-01, 8.1097e-03, -2.5797e-01,\n", - " -2.7444e-01, -2.4259e-01, 4.1664e-02, -4.5014e-03, -3.6929e-02,\n", - " -1.1358e-01, 2.2968e-01, 1.3227e-01, 1.6550e-01, 2.1933e-01,\n", - " -1.7882e-02, 4.3336e-01, -1.0819e-04, -1.3611e-01, -1.7939e-01,\n", - " 5.6115e-03, -3.4520e-02, 3.4769e-01, 1.8248e-01, -3.8527e-02,\n", - " -3.1991e-02, 1.4986e-01, 2.6650e-01, 1.5600e-01, 7.5045e-03,\n", - " 2.9469e-01, -1.1569e-01, 1.5793e-01, 1.1181e-01, 1.7659e-01,\n", - " -2.7990e-02, -5.0408e-02, 2.1352e-01, -7.6224e-02, -1.4484e-02,\n", - " -1.7094e-01, 1.8936e-01, 9.8495e-02, -4.5197e-02, 4.7214e-02,\n", - " 6.3859e-02, -4.0698e-02, -6.5791e-02, 9.9525e-02, 1.0450e-01,\n", - " -2.0170e-02, -9.6091e-02, 1.4988e-01, 1.4765e-02, -1.5919e-02,\n", - " -1.5047e-03, -4.0305e-02, 1.6041e-01, -1.0113e-01, 2.2462e-02,\n", - " 4.9607e-02, -1.4022e-03, -8.4742e-02, 7.2395e-02, -9.7467e-02,\n", - " -1.2987e-02, -3.1381e-02, 8.3338e-02, 5.3445e-02, 3.7792e-02,\n", - " 1.7569e-02, -3.4602e-02, -1.1009e-01, -6.4932e-02, 6.8860e-03,\n", - " 1.6219e-01, -1.9488e-02, 2.0063e-02, 1.9374e-02, -1.7780e-02,\n", - " -2.4427e-02, 7.7272e-02, -1.1846e-01, -8.3675e-02, -3.3053e-02,\n", - " 2.0154e-02, -1.1923e-01, -4.3154e-02, 3.8559e-02, -8.1260e-02,\n", - " -5.5679e-03, 1.3790e-01, 9.5938e-02, -5.6148e-02, -7.7542e-02,\n", - " -4.8514e-02, -3.4478e-02, -1.3185e-01, -6.3449e-03, 3.0002e-02,\n", - " 5.1363e-02, -1.6005e-01, 1.4019e-02, 9.1899e-02, -9.2275e-02,\n", - " -1.0356e-01, 1.6721e-03, 4.3978e-02, 8.2166e-02, 4.7346e-02,\n", - " 3.5849e-02, -2.9597e-04, 3.7520e-02, -6.9860e-03, 1.3662e-01,\n", - " 6.2105e-02, -5.0778e-02, -5.8278e-02, 2.1261e-02, -7.6486e-02,\n", - " 1.6480e-01, -1.7464e-02, 4.9367e-02, -1.7308e-01, -2.7703e-02,\n", - " 8.7152e-02, -1.5671e-01, -1.4890e-02, 8.9527e-02, 3.1114e-02,\n", - " 5.0740e-02, -6.7318e-02, -9.9708e-03, -7.9353e-02, -8.7994e-02,\n", - " -6.1693e-02, 5.8653e-02, 6.0365e-02, -7.6828e-02, -7.2802e-03,\n", - " 3.5994e-02, -1.0353e-01, 6.5900e-02, -9.7121e-02, -4.6353e-03,\n", - " -2.6089e-03, -1.7748e-02, -1.3801e-01, 1.9654e-02, -1.1390e-02,\n", - " -5.0147e-02, -2.2391e-02, -3.9463e-02, 3.7840e-02, -4.4553e-02,\n", - " 1.2869e-01, -3.7323e-02, 1.4184e-02, -2.7705e-01, -5.4745e-02,\n", - " 8.8174e-02, -1.3834e-01, -1.0460e-01, 3.3374e-02, 1.2426e-03,\n", - " -6.0779e-02, 7.9967e-02, 2.5093e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.7404e-04, -1.2588e-03, -1.1473e-03, -1.5774e-03, 3.7122e-04,\n", - " -1.6006e-03, -1.2858e-03, 2.1347e-03, 2.6059e-03, 2.3023e-04,\n", - " -1.5696e-04, 3.9704e-07, 1.9270e-03, -6.8509e-04, 1.1900e-03,\n", - " 4.8603e-04, -2.7293e-04, 7.6222e-04, 2.4114e-03, 2.5822e-03,\n", - " 1.3979e-03, 1.0252e-03, 1.0934e-03, -1.8882e-04, 1.0269e-03,\n", - " 2.2611e-04, -2.6591e-03, 1.3309e-03, 8.2580e-04, 1.6736e-05,\n", - " 8.4421e-04, 2.0242e-03, -1.2197e-03, 6.1830e-04, -4.3593e-04,\n", - " 1.4927e-03, 1.6446e-04, 7.7612e-04, 8.6252e-04, 2.6958e-04,\n", - " 1.2160e-03, -2.3033e-03, 8.1252e-04, 9.7057e-05, -1.1393e-04,\n", - " 1.4878e-03, 2.6582e-04, -8.2377e-04, -6.3751e-04, -3.9005e-04,\n", - " 1.2240e-03, 1.9092e-03, -7.4230e-04, 1.7996e-04, -3.3075e-03,\n", - " -1.4921e-04, -6.2548e-04, 2.5741e-03, 1.3502e-03, -4.8460e-04,\n", - " -2.0815e-04, 9.4036e-04, 8.6680e-04, 8.3986e-04, 2.9530e-03,\n", - " 7.3515e-03, -8.7814e-03, -2.2257e-03, -1.5681e-02, -1.2732e-02,\n", - " -7.5432e-03, 2.0485e-03, 1.0588e-03, -3.7407e-03, -9.0035e-03,\n", - " 2.0660e-03, 1.6694e-03, -2.2018e-03, 2.2100e-05, -1.1841e-03,\n", - " -5.2800e-03, 1.5533e-03, -3.3125e-03, -1.1129e-02, -1.3667e-03,\n", - " -1.7781e-03, 4.1955e-04, 3.6366e-03, 9.7740e-04, -2.7378e-03,\n", - " 1.8880e-03, -5.6565e-03, -1.9816e-03, -5.5867e-03, 1.5902e-03,\n", - " -1.1446e-02, 2.8433e-03, 7.7603e-03, 4.9228e-03, 2.2700e-03,\n", - " -1.2404e-03, 4.0569e-03, 3.9637e-04, 1.2497e-02, 9.0623e-03,\n", - " -9.1915e-03, 4.3913e-03, -3.3922e-03, 1.2672e-02, 2.5620e-03,\n", - " -9.6501e-03, 1.1304e-02, -7.8996e-03, 1.5376e-03, -2.2243e-03,\n", - " -5.5850e-03, 2.2312e-04, -1.0415e-02, -9.9011e-03, -8.3401e-04,\n", - " -4.1396e-03, 8.3672e-03, 2.5322e-03, 5.7382e-03, -4.6564e-03,\n", - " -7.1773e-04, 6.1321e-03, 6.8671e-03, -1.3212e-03, 4.2811e-04,\n", - " -8.5581e-03, 4.1824e-03, -1.0669e-03, -3.5265e-04, -3.0775e-03,\n", - " 1.0204e-03, 1.0925e-03, -5.1922e-03, 6.6062e-03, 1.9422e-04,\n", - " 4.1572e-03, 2.7410e-04, 3.6554e-03, 5.5576e-04, -3.8635e-03,\n", - " 4.2402e-03, -2.7643e-03, 1.5327e-03, 7.9419e-03, 5.4816e-03,\n", - " 2.0955e-04, 6.7483e-03, 5.3392e-03, 2.2132e-03, 1.4605e-04,\n", - " 1.0432e-02, -3.0417e-03, 5.7344e-03, 5.1857e-03, -9.2886e-04,\n", - " -1.7344e-03, 5.4176e-03, 2.6520e-03, -3.0413e-04, 2.6313e-03,\n", - " 5.0926e-03, 2.7232e-03, -4.0100e-03, 4.7660e-03, -3.9250e-04,\n", - " -4.1240e-03, -7.3352e-03, 1.5799e-03, 2.3274e-03, -1.8178e-03,\n", - " 6.9346e-03, 6.5297e-04, 7.5615e-04, -1.1083e-03, -3.5697e-03,\n", - " -4.2567e-04, -4.2937e-04, 3.2031e-03, -7.6116e-04, 3.8940e-03,\n", - " 2.8842e-03, -1.9185e-03, 6.0472e-05, -1.2240e-02, -1.3636e-03,\n", - " -4.5994e-03, 1.0070e-03, -6.7086e-03, 3.0068e-03, 3.3338e-03,\n", - " -3.1299e-03, -3.7037e-03, 9.5071e-04, -2.8389e-03, 3.9201e-03,\n", - " 4.3378e-03, 3.1702e-03, 1.9959e-03, -8.3907e-04, 4.5024e-03,\n", - " -8.2176e-04, -2.4047e-03, -8.7010e-03, -5.8991e-03, 1.0660e-03,\n", - " -2.4523e-03, -8.8950e-04, 1.0414e-03, 5.9270e-03, -6.2894e-04,\n", - " 1.2197e-03, 2.4731e-03, 5.2120e-03, -3.8703e-03, -1.7750e-03,\n", - " 6.0657e-04, -7.5239e-03, 3.1207e-03, -1.8173e-03, 3.7503e-03,\n", - " -3.6688e-03, -1.8274e-03, -1.3945e-03, -3.6266e-03, -7.1070e-04,\n", - " 2.1840e-04, -9.6458e-04, 5.2122e-03, -9.4867e-04, -1.9268e-03,\n", - " 1.4580e-03, -6.6333e-03, -2.4228e-03, 1.5942e-03, -4.8333e-04,\n", - " -6.0015e-05, 3.0485e-04, 4.6629e-03, 8.0991e-03, -1.0281e-02,\n", - " -1.2800e-03, 2.1218e-03, 1.9758e-03, -9.8208e-04, 1.9060e-03,\n", - " 4.1155e-03, 2.8325e-03, -4.2867e-03, -3.9674e-03, -2.9298e-03,\n", - " 5.4093e-03, -2.0154e-03, -1.5694e-03, -2.0006e-03, 5.3183e-04,\n", - " 5.2783e-03, 1.0696e-03, -1.0955e-03, -4.3512e-04, 2.1558e-03,\n", - " 3.2640e-04, 2.9317e-03, -1.0648e-03, -5.5977e-03, 8.6387e-04,\n", - " 2.9393e-03, -9.3518e-04, 7.4964e-04, -1.1158e-03, -4.8705e-04,\n", - " 1.7399e-04, 4.2176e-03, -7.6998e-04, -2.8220e-03, -2.7946e-03,\n", - " -3.4033e-03, 5.5315e-03, 2.6536e-04, 5.5527e-03, 2.5920e-03,\n", - " -2.1235e-03, -3.0452e-03, -1.1622e-03, 1.0926e-03, -1.4817e-03,\n", - " 5.1113e-03, -5.0150e-03, -2.4461e-03, 3.0040e-03, -4.2107e-04,\n", - " 1.8510e-03, -1.3712e-03, -3.6967e-04, -5.2851e-04, 1.3772e-03,\n", - " 9.7582e-04, 2.1448e-03, -3.6100e-03, -1.1060e-03, -1.3219e-03,\n", - " -1.3313e-03, 1.0776e-03, -5.1947e-04, -8.2882e-04, 8.0234e-04,\n", - " 5.3239e-03, 5.2689e-04, -3.3398e-04, 4.7917e-04, 5.3853e-03,\n", - " -1.8218e-03, -5.2257e-04, -4.6807e-03, 6.8030e-03, -9.9770e-04,\n", - " 1.7153e-03, -9.2963e-04, -1.1896e-04, -1.3475e-03, -8.9352e-04,\n", - " -1.5381e-03, 1.9576e-03, -2.6633e-03, -3.0351e-03, 1.2891e-03,\n", - " -2.4442e-03, -2.0386e-03, 1.0048e-03, -1.9353e-03, 1.1216e-03,\n", - " -1.2045e-03, 2.1906e-05, 6.6192e-04, -4.7391e-04, 7.8579e-04,\n", - " -4.3994e-04, 1.0856e-03, -1.9781e-03, -1.2528e-03, -2.4785e-03,\n", - " -2.7827e-03, 4.9118e-05, -2.1496e-03, 3.1878e-03, 2.7277e-03,\n", - " -1.5282e-03, 3.5385e-03, -3.9277e-03, 2.0736e-03, 9.4708e-04,\n", - " 1.0869e-03, 3.4561e-03, 6.9838e-04, 2.8797e-03, -2.0315e-03,\n", - " 3.7598e-05, 1.0342e-03, -2.6388e-03, -1.4900e-03, -2.8550e-03,\n", - " -9.4815e-03, 1.2522e-03, -1.0384e-03, 7.0392e-03, 2.2888e-04,\n", - " -4.6006e-03, 5.3384e-03, -3.2362e-03, -8.0140e-05, -1.2643e-03,\n", - " -2.0813e-03, 2.0617e-03, 1.4345e-03, 3.5004e-03, -7.1350e-03,\n", - " -3.2065e-03, -4.4945e-03, 5.7621e-05, -2.5076e-03, -4.9606e-03,\n", - " -1.0253e-03, -9.9531e-03, -2.0155e-03, -3.6595e-03, -1.0454e-03,\n", - " 4.3004e-03, 4.4973e-03, 3.3851e-03, 1.0009e-02, 7.1742e-03,\n", - " 8.9558e-04, 7.8043e-03, 4.7166e-03, -6.8387e-03, -7.7842e-03,\n", - " 3.5828e-03, 2.9842e-03, -9.2696e-03, -1.1123e-02, 4.7572e-03,\n", - " -4.9595e-04, 3.1656e-03, 4.8235e-03, 1.2839e-02, -1.0335e-03,\n", - " 1.0549e-03, -5.1632e-03, -1.3796e-02, -8.8386e-03, 6.9549e-04,\n", - " -7.3569e-03, 6.7220e-03, -2.5032e-03, 3.8735e-04, -1.3323e-03,\n", - " 8.1598e-03, -3.8145e-03, -1.0083e-03, 5.7140e-03, 3.3885e-03,\n", - " 4.4935e-03, 5.9898e-03, -2.7178e-03, -1.1742e-03, -4.0949e-03,\n", - " 2.7059e-02, -5.3499e-03, -3.9488e-03, -1.6030e-02, 4.6900e-03,\n", - " 3.1251e-03, 4.9627e-03, -8.9747e-04, -1.2425e-02, -1.0612e-02,\n", - " 3.9615e-03, 1.4148e-02, 5.5420e-03, -1.4959e-03, -1.2697e-03,\n", - " -2.9067e-05, -1.1078e-02, -6.4798e-03, -1.4425e-03, 3.2386e-03,\n", - " -4.5203e-03, -4.7661e-05, 2.2346e-03, -3.6679e-03, -2.3505e-03,\n", - " 7.1570e-03, 1.6732e-04, 2.2284e-03, 5.2708e-03, -3.9921e-03,\n", - " 2.4351e-03, -2.3364e-03, 2.2959e-03, -1.5540e-03, -5.4227e-04,\n", - " 6.6650e-04, -3.5923e-03, -2.2177e-03, -4.7717e-03, -4.4100e-03,\n", - " 8.9069e-04, 2.2355e-03, -1.4054e-02, -6.9180e-04, 1.8625e-03,\n", - " 4.8195e-03, 9.4088e-04, 2.1457e-03, 5.3430e-03, -8.4594e-05,\n", - " 3.5488e-03, 5.1082e-03, 1.5432e-03, 4.5595e-03, 2.6207e-04,\n", - " -3.2125e-03, -2.1432e-03, 1.0485e-04, -5.5546e-03, 1.3306e-03,\n", - " -4.2718e-03, 1.5136e-03, -8.6525e-04, -3.9487e-03, 3.5342e-04,\n", - " 3.1755e-03, 3.9294e-04, 4.0350e-04, 3.3722e-03, -2.6222e-03,\n", - " 7.7682e-03, 1.2063e-03, -4.7054e-03, 4.1521e-03, -4.1816e-05,\n", - " 2.1412e-03, -9.8840e-04, -3.0209e-03, 8.0042e-04, 4.0137e-04,\n", - " 1.1542e-03, 3.0745e-03, -2.7336e-03, 2.4953e-03, -3.7783e-03,\n", - " -9.4295e-03, 1.1284e-03, 2.6593e-05, -3.2521e-03, -3.2917e-03,\n", - " -3.3336e-03, -6.3846e-03, -2.4765e-03, 3.3490e-03, 1.1983e-03,\n", - " -8.5744e-04, 8.7545e-04, 3.2643e-03, 1.4568e-03, -7.5725e-04,\n", - " -1.3308e-03, 1.9447e-03, -2.2176e-03, 1.8220e-03, 3.4808e-04,\n", - " -1.8928e-03, -2.1325e-03, 3.6456e-03, -2.3623e-04, 2.0456e-04,\n", - " -2.1733e-03, -1.7313e-03, -3.8483e-04, -1.0643e-03, -3.7681e-03,\n", - " -4.2067e-03, 1.3356e-03, 7.4226e-03, 3.8610e-03, -7.9531e-04,\n", - " -3.1594e-03, 4.5245e-03, -4.9977e-03, 7.3538e-05, 3.7304e-03,\n", - " -1.4721e-03, -1.6277e-03, 3.0372e-04, 2.3181e-03, -2.5115e-03,\n", - " 4.9861e-03, -5.6379e-03, 9.0250e-03, 3.7849e-03, -1.5272e-03,\n", - " 5.3438e-03, 1.2353e-03, 1.2184e-03, -1.3335e-03, 2.9982e-03,\n", - " -3.0503e-04, 3.6100e-03, -1.0318e-03, -1.8381e-04, 1.0021e-02,\n", - " -4.4460e-03, 1.2771e-03, -5.3419e-04, -2.2291e-03, 4.1236e-03,\n", - " 8.2044e-06, -1.3642e-04, 1.8492e-03, 1.0303e-03, -2.9469e-03,\n", - " -1.2434e-03, 2.3065e-03, -1.2588e-03, -3.9710e-03, -1.5354e-03,\n", - " 2.5833e-03, 1.8544e-03, -3.6697e-03, 1.4370e-03, -3.3918e-03,\n", - " 1.6743e-03, 1.2940e-03, 1.2178e-03, 3.3055e-05, -5.8780e-04,\n", - " 8.1399e-04, -3.7657e-03, -2.9502e-03, -1.0605e-03, -1.7839e-03,\n", - " -2.3763e-03, 7.4690e-04, 1.1420e-03, -2.9665e-03, -5.4577e-04,\n", - " 5.2626e-04, -1.4302e-03, 9.0408e-04, -1.5251e-03, 5.4394e-04,\n", - " -6.1581e-04, -7.4684e-04, -1.1509e-03, -2.5955e-03, -6.5960e-04,\n", - " -5.4389e-04, 8.6318e-04, 6.1947e-04, 2.8966e-03, -6.4006e-04,\n", - " -1.4454e-03, -3.7816e-03, 4.0726e-03, -4.2581e-04, 4.3852e-04,\n", - " 2.7190e-03, 8.0055e-04, 2.0846e-03, 2.8046e-03, 1.5042e-03,\n", - " -2.9643e-04, 6.7245e-04, -4.1372e-04, -9.1714e-04, 4.0905e-04,\n", - " 1.1375e-02, -5.3907e-03, -4.5194e-03, -9.0014e-03, -5.4129e-03,\n", - " -7.5819e-03, 1.4158e-03, 2.7934e-04, -1.4513e-03, 3.9897e-03,\n", - " 4.1225e-03, 9.9694e-03, -1.9413e-03, 8.6142e-03, 3.9912e-03,\n", - " -1.1898e-03, -4.5567e-03, -3.8132e-03, 3.9421e-03, -1.8724e-03,\n", - " -1.7701e-03, -5.3222e-03, -2.9547e-03, -8.7858e-04, 7.6030e-03,\n", - " -1.5188e-03, 8.7118e-03, -9.1216e-04, 6.2706e-03, 1.1588e-02,\n", - " -4.6484e-03, 7.8424e-04, -7.7764e-03, -9.8213e-03, -1.0176e-02,\n", - " -2.3112e-03, 1.2980e-03, 2.9476e-03, -4.6623e-03, 6.9110e-03,\n", - " -4.1173e-04, -3.0141e-03, -2.9359e-03, -6.1149e-03, -4.3865e-03,\n", - " -6.6089e-03, -1.3536e-03, 3.8104e-03, -2.7850e-03, -6.3949e-03,\n", - " -7.2148e-03, 1.0149e-02, 5.0911e-04, 3.8082e-03, -2.4232e-03,\n", - " 6.0297e-03, 2.0040e-03, -8.2974e-03, -4.9615e-04, 1.1149e-02,\n", - " 1.1830e-02, -7.6186e-03, -4.1363e-03, 1.3683e-03, 2.4726e-03,\n", - " 4.5970e-05, 2.2060e-03, 8.4481e-05, -1.0033e-03, 2.4136e-03,\n", - " -1.7947e-04, -2.2575e-03, -1.1176e-04, -5.2018e-03, 2.7927e-03,\n", - " 4.8909e-03, -2.2111e-04, 1.0544e-03, 1.5896e-03, -2.3207e-03,\n", - " -3.3150e-03, 3.2254e-03, 2.2644e-04, -6.6531e-03, -4.2760e-03,\n", - " 4.1232e-03, 1.9223e-04, -5.3164e-04, 2.9523e-03, 4.6592e-03,\n", - " 1.8082e-03, 1.2443e-03, 5.2088e-03, -7.0937e-04, 3.5034e-04,\n", - " 1.4102e-03, 1.8032e-03, 3.7917e-03, 1.4276e-03, 3.0090e-03,\n", - " -1.0065e-02, 2.1480e-03, -3.1672e-03, 9.3118e-04, 1.7946e-03,\n", - " 6.2906e-03, -3.8269e-03, -1.3125e-03, 4.3887e-03, 1.6181e-03,\n", - " 3.2501e-03, -4.4193e-03, -9.1651e-03, 2.1497e-03, -1.6969e-04,\n", - " 4.4304e-04, 2.5693e-04, -1.8238e-03, 1.4524e-03, -1.7985e-04,\n", - " 3.7829e-04, -1.0810e-03, 9.8886e-04, -1.6472e-03, -2.6024e-03,\n", - " -7.1708e-04, 3.7721e-03, 1.0626e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.7287e-02, 4.9791e-02, 8.3265e-02, 4.1509e-02, 6.0096e-01,\n", - " 1.1790e-01, -5.1697e-02, -6.4667e-02, -2.9898e-02, -4.1653e-02,\n", - " 7.8581e-02, 8.0512e-02, 2.8597e-03, 1.7697e-01, -5.0268e-02,\n", - " -1.5632e-01, -2.2312e-02, 1.4786e-02, 2.5321e-02, -2.3893e-02,\n", - " -1.9154e-01, -7.9178e-02, 5.1470e-02, 3.3449e-02, -3.2827e-02,\n", - " 1.1585e-01, 9.2792e-02, -1.1882e-01, 2.3169e-01, -1.2738e-02,\n", - " -1.3106e-01, -4.0138e-02, 7.4085e-02, -5.4727e-02, -1.5124e-01,\n", - " -7.4553e-02, 1.1593e-01, 8.2598e-02, -1.3784e-01, 8.3251e-02,\n", - " 1.2105e-01, 1.6121e-02, -5.6186e-02, -3.9316e-02, 5.2764e-02,\n", - " 6.8288e-02, -1.1403e-01, 4.3091e-02, -2.5927e-01, 1.6726e-01,\n", - " 1.8306e-01, 5.6655e-02, -3.7470e-02, -2.7923e-02, -9.3031e-02,\n", - " -7.7830e-03, 4.2595e-02, -1.1148e-02, -9.9394e-02, -3.1054e-02,\n", - " 4.1911e-02, -4.4094e-02, -2.5885e-02, 7.1226e-02, 8.2339e-03,\n", - " -6.9957e-03, 2.8895e-02, -1.3136e-02, 6.7789e-03, -9.6978e-03,\n", - " 8.9551e-03, -1.1822e-02, 1.3865e-02, 1.2104e-03, -1.1366e-02,\n", - " 1.3582e-02, -2.6825e-02, 1.8130e-03, -5.7155e-03, 7.2644e-03,\n", - " 1.1769e-02, 1.6907e-02, -1.7890e-02, -2.4963e-03, -3.1410e-03,\n", - " 1.4650e-02, -3.3544e-03, -9.3068e-03, -2.1822e-02, 1.9732e-02,\n", - " 1.3710e-02, -8.8011e-03, 1.2938e-02, -2.0676e-02, 2.5753e-03,\n", - " 6.1490e-03, -5.6659e-02, 3.0471e-02, -2.3042e-02, 4.6591e-02,\n", - " -8.6147e-04, 4.2650e-04, -3.0253e-02, 2.0131e-02, 2.0916e-02,\n", - " 1.8337e-02, -2.1184e-02, -1.6051e-02, 7.2532e-03, 1.6914e-02,\n", - " 4.4483e-03, 4.7432e-02, -2.1677e-02, -1.8879e-02, 3.6750e-02,\n", - " 5.0616e-03, -5.9059e-02, -1.2584e-02, 6.0803e-03, 1.6429e-02,\n", - " 2.2120e-02, -2.8895e-03, -1.5210e-02, 6.2408e-03, 3.6205e-02,\n", - " -2.3679e-02, -9.4773e-03, 2.3393e-02, 2.0147e-02, 2.6619e-02,\n", - " 1.3941e-02, 1.1835e-03, -3.8491e-02, 1.7611e-02, 8.0677e-03,\n", - " -8.4905e-03, -8.1067e-03, 2.6892e-02, 2.0398e-03, -1.3383e-03,\n", - " -2.4437e-02, -3.5107e-02, -1.9450e-02, -3.0346e-02, -7.7227e-03,\n", - " -1.6149e-02, 9.9498e-03, 2.9700e-02, 1.6986e-02, -2.4256e-03,\n", - " -7.5730e-03, -2.0657e-03, 1.4714e-02, -6.7601e-02, -1.2310e-02,\n", - " -1.1018e-02, -8.4921e-03, 2.5526e-02, -2.9265e-02, 2.5952e-02,\n", - " -1.1552e-02, -3.8504e-03, -1.7120e-02, -2.6905e-03, 2.3544e-02,\n", - " -4.0557e-03, -1.7421e-03, 9.6553e-03, 2.4586e-02, -5.9130e-02,\n", - " 4.8184e-02, 1.2645e-03, -4.5006e-02, -3.3963e-03, 3.0006e-02,\n", - " 2.5095e-02, 1.3807e-02, -2.2436e-02, 8.2383e-03, -2.4232e-03,\n", - " -2.0755e-03, -6.4402e-03, -8.8622e-03, -2.7821e-02, 1.9170e-02,\n", - " -7.5657e-02, 5.1933e-03, 4.5377e-03, -1.7818e-03, 1.0704e-02,\n", - " -1.8380e-02, -7.7973e-02, 1.4548e-02, 1.3987e-02, 1.6128e-02,\n", - " 2.8805e-02, -2.8414e-02, -3.2710e-02, 2.2167e-03, 1.3998e-02,\n", - " 8.3047e-03, -6.5309e-03, -4.8918e-03, -1.6262e-02, 4.4719e-03,\n", - " 3.0584e-02, 9.6954e-03, -1.5809e-02, 4.8900e-03, -1.2303e-02,\n", - " -3.8155e-02, -4.5231e-03, 1.4789e-02, -2.1361e-02, 9.6031e-03,\n", - " -1.5813e-02, -1.4500e-02, 1.7022e-03, -9.2936e-03, -1.8704e-02,\n", - " -3.2453e-02, 8.9748e-03, -1.5058e-02, -1.9926e-03, 3.8217e-02,\n", - " 2.4341e-02, -1.9014e-03, -7.8078e-03, -1.3882e-02, 1.5793e-03,\n", - " -3.1843e-03, 2.9864e-02, -3.6989e-03, 5.9319e-03, 2.1758e-02,\n", - " 2.0171e-02, 9.8291e-03, -9.0427e-03, -2.4246e-02, 1.8080e-02,\n", - " -2.2436e-02, -3.0099e-03, 3.1909e-03, -3.2967e-03, 1.2116e-02,\n", - " 3.1777e-02, 2.5786e-02, -7.0497e-03, -5.4866e-04, -1.4277e-02,\n", - " 2.4366e-02, 1.1681e-02, -7.7147e-04, 3.5347e-02, 4.9566e-03,\n", - " 1.5734e-02, 5.3814e-02, 6.6253e-02, 1.5260e-02, -6.2852e-03,\n", - " 8.7012e-04, -1.1533e-02, 1.3700e-02, 1.8100e-02, 5.1305e-03,\n", - " -4.5341e-02, 2.6614e-02, 5.1058e-03, -1.2338e-02, 9.6169e-03,\n", - " 1.2178e-02, 2.3898e-02, -3.4008e-03, -1.3541e-02, -4.6236e-02,\n", - " -1.2860e-02, 8.1930e-02, -2.9549e-02, -2.8335e-02, -1.5658e-02,\n", - " 5.8807e-03, 3.9095e-02, 1.4396e-02, 1.1047e-02, -1.1840e-02,\n", - " 2.1726e-02, -1.0909e-02, -9.6451e-03, -6.2260e-03, -1.9762e-02,\n", - " -3.2674e-03, -1.1110e-02, 1.0579e-02, 8.8250e-03, 2.6650e-03,\n", - " 9.3656e-03, -9.1129e-03, 8.0875e-04, -4.2095e-02, 9.6901e-03,\n", - " 2.9607e-02, 1.3881e-03, 1.2147e-02, 2.6924e-02, 9.3387e-03,\n", - " 2.1785e-02, 1.9574e-03, -3.6381e-02, 5.9287e-02, -3.1456e-02,\n", - " -8.0430e-03, 3.5592e-02, 2.7217e-02, 1.3794e-02, 1.0869e-02,\n", - " -6.8967e-05, -2.1509e-03, 4.0042e-03, 1.5682e-02, 3.5683e-02,\n", - " -1.6868e-02, 2.8204e-02, 2.0774e-03, 3.1274e-02, 5.3915e-03,\n", - " 3.5079e-03, 1.2604e-02, -1.8328e-02, -1.3841e-02, 4.0029e-03,\n", - " -1.4345e-02, -4.0305e-02, -3.4709e-02, -6.5818e-02, 3.0571e-02,\n", - " 5.9736e-02, -1.5138e-04, -6.2900e-03, 2.3161e-03, 3.7203e-03,\n", - " 8.7522e-03, 9.4336e-03, 2.2141e-02, 6.1876e-02, 1.5201e-02,\n", - " -2.6197e-02, -1.5275e-02, 1.4666e-02, 3.1003e-02, 2.0096e-02,\n", - " 1.8053e-02, -4.6359e-03, -5.5217e-03, 1.7420e-02, -4.1682e-03,\n", - " 9.6149e-03, -2.5687e-02, 3.4605e-02, 2.3024e-02, -5.1729e-03,\n", - " 1.7829e-02, -1.9494e-03, 1.7706e-03, -2.1860e-02, -6.4642e-03,\n", - " -1.2361e-02, -1.6930e-02, -1.8089e-02, 9.7880e-03, 1.1181e-02,\n", - " -2.0819e-02, -2.1102e-03, 1.1364e-02, 1.6067e-02, 3.4855e-02,\n", - " -1.0402e-02, -4.7724e-03, -3.5045e-02, -3.0022e-02, 1.6148e-02,\n", - " -1.1554e-02, 7.8038e-03, 1.4155e-02, 1.8739e-02, -4.9844e-02,\n", - " -2.5400e-03, 5.6485e-02, 6.7981e-02, 2.3588e-02, -1.1036e-02,\n", - " -4.9791e-02, 4.3072e-02, 2.8510e-02, -3.9056e-02, 8.2317e-02,\n", - " -2.9248e-02, 2.9830e-02, 8.4907e-02, -2.4034e-02, -8.5324e-02,\n", - " 6.7229e-03, 1.2439e-01, 1.6905e-02, -1.7143e-02, 8.9796e-03,\n", - " -3.5036e-03, 7.6047e-02, -1.4945e-02, 2.9176e-02, -1.0537e-02,\n", - " -6.0463e-02, -3.6875e-02, -5.5154e-02, -1.3591e-01, -5.7863e-02,\n", - " 4.3362e-02, 3.0284e-02, 1.8011e-02, -1.1662e-01, 1.0871e-01,\n", - " -4.5602e-02, -1.1630e-01, 7.4375e-02, -6.0752e-03, 4.3573e-02,\n", - " 4.4427e-02, -4.4497e-03, -7.4943e-02, 3.5942e-02, 1.4007e-01,\n", - " 4.6678e-02, 1.1002e-02, 1.1177e-01, 8.4117e-02, -7.7734e-02,\n", - " 1.3111e-02, 9.5788e-02, -1.1979e-01, 7.1605e-02, 1.0105e-01,\n", - " 2.5815e-02, 2.2561e-02, -3.5290e-02, 3.0095e-02, 1.0557e-01,\n", - " -9.2836e-02, 6.0454e-02, -1.9622e-02, -3.4648e-02, -8.5398e-03,\n", - " -1.0131e-02, -2.8317e-02, 7.2339e-03, -6.4337e-03, -1.1756e-02,\n", - " -1.7910e-02, -4.9837e-02, 1.0962e-02, -1.4729e-02, -1.7618e-02,\n", - " 2.6013e-02, -2.6635e-02, -2.8916e-02, 6.0290e-03, -3.3555e-05,\n", - " 9.0437e-03, -3.7278e-02, -6.5664e-03, -1.7826e-02, 3.4572e-02,\n", - " -5.8519e-03, -2.5446e-02, -1.3469e-02, 1.0325e-02, -2.2668e-02,\n", - " -2.3259e-02, 9.9366e-03, 6.0188e-03, 1.4046e-03, 2.7465e-05,\n", - " 9.6287e-03, -5.7437e-03, 1.6413e-03, -4.9152e-03, -2.1787e-02,\n", - " 8.6032e-03, -1.9788e-02, 1.0766e-02, -1.7140e-02, 1.2596e-02,\n", - " 7.6447e-03, -1.3978e-02, 1.2535e-02, -2.3806e-03, 1.6328e-02,\n", - " 1.2263e-02, 2.9830e-02, 9.0435e-03, -5.5867e-04, 1.1941e-02,\n", - " -4.2297e-03, 2.1977e-02, 2.1856e-02, -1.3139e-02, 8.0697e-03,\n", - " 6.4416e-03, -6.4205e-03, 1.7959e-02, 3.0434e-02, -5.0743e-03,\n", - " -1.4288e-02, 2.5150e-03, 4.7890e-03, -5.7173e-03, -3.0283e-03,\n", - " -7.0531e-04, 5.2462e-03, 9.9965e-03, 1.2281e-02, -1.6542e-02,\n", - " -1.6991e-02, 4.3309e-03, 3.4637e-03, 1.1859e-03, 2.0139e-02,\n", - " -1.6457e-02, 1.5384e-03, -8.9258e-03, -3.2981e-02, -2.4582e-03,\n", - " 5.2961e-03, -1.9531e-02, 6.3802e-03, -1.8375e-02, 9.7773e-03,\n", - " 2.7131e-02, 1.1904e-02, 8.4118e-04, -1.7703e-03, 4.7391e-03,\n", - " -8.9085e-03, 2.0070e-03, -3.9450e-02, -4.0414e-03, -1.3401e-02,\n", - " 2.2631e-02, -1.0100e-02, -1.2676e-02, -4.7133e-03, -4.0219e-03,\n", - " -3.0374e-02, 4.6456e-02, -2.9318e-03, 6.6423e-03, -3.4435e-03,\n", - " -4.1092e-02, 1.3038e-02, -1.0045e-02, -3.8389e-02, 1.3296e-02,\n", - " -3.5341e-02, -2.4462e-02, 7.4716e-03, 1.6643e-02, -1.6121e-02,\n", - " -3.6946e-03, -4.7915e-02, 9.6824e-04, -3.1578e-03, 4.2914e-03,\n", - " -3.0542e-02, -3.3629e-03, 1.8618e-02, -3.0372e-02, -2.4325e-02,\n", - " -2.7623e-02, 1.1997e-01, 1.2112e-01, 5.9877e-02, -6.3747e-03,\n", - " -1.3565e-01, 1.1169e-01, 8.2555e-02, 1.9919e-01, 5.3976e-02,\n", - " -6.6667e-02, 1.2670e-01, 2.4979e-01, 4.9795e-01, -1.6255e-01,\n", - " 6.1454e-02, -4.8795e-02, -5.4642e-02, 4.6753e-02, -1.4808e-01,\n", - " 8.4542e-02, 9.8602e-02, 7.9922e-02, -5.7743e-02, 5.1177e-03,\n", - " 2.2629e-03, 9.1716e-02, 1.2471e-01, 2.5122e-01, -8.6294e-02,\n", - " -2.7660e-02, -6.2069e-02, 9.1943e-02, 8.0940e-02, -1.1600e-01,\n", - " 1.5274e-01, -1.0685e-01, -1.0784e-01, 9.4156e-02, 1.0244e-01,\n", - " -1.5173e-01, 2.5431e-01, 7.0315e-02, -4.1709e-02, 2.8154e-02,\n", - " -1.9466e-01, -2.8196e-01, 5.9498e-02, -1.4622e-01, -3.6270e-02,\n", - " -5.4226e-02, 1.2514e-01, -1.2210e-01, 2.0318e-01, -1.0626e-02,\n", - " 1.0993e-01, -6.9952e-04, 8.5744e-02, -1.8246e-02, 1.2371e-02,\n", - " 1.8902e-01, -1.0562e-01, -4.0003e-03, -6.5804e-02, -5.9321e-02,\n", - " 4.1583e-03, -2.2929e-02, 4.9534e-03, 1.4159e-02, -9.9549e-03,\n", - " 5.8489e-03, 8.6914e-03, 2.0882e-02, 1.7646e-02, -2.0009e-03,\n", - " 1.4503e-02, -1.2521e-02, 2.3421e-02, -1.4101e-02, 1.0345e-03,\n", - " -7.0276e-03, -7.7057e-03, -8.3659e-03, -1.4582e-02, 4.6263e-03,\n", - " -1.7407e-02, -2.9133e-03, -1.4152e-02, 2.4482e-02, 1.1526e-01,\n", - " 4.4127e-02, 3.2660e-02, 1.3819e-03, 1.2525e-02, -6.4538e-03,\n", - " -2.9977e-03, 4.1446e-03, -2.8641e-03, 3.9541e-02, 5.2517e-02,\n", - " -4.1160e-03, -1.5514e-02, 2.2043e-02, -1.4309e-02, -1.0676e-02,\n", - " 1.0146e-02, -3.4616e-02, 1.6988e-02, 1.7965e-02, 2.5967e-03,\n", - " -2.2258e-03, 1.3444e-02, -3.6289e-02, -9.0963e-03, 8.7385e-03,\n", - " -3.6332e-02, -1.1353e-02, -1.9618e-02, -1.5581e-02, -2.0587e-02,\n", - " 2.5141e-03, -6.6315e-03, -5.7271e-03, -1.3071e-02, -1.1392e-02,\n", - " 1.6857e-02, 5.0379e-03, -5.1936e-02, -1.1505e-02, 4.9432e-03,\n", - " -1.3449e-02, -1.4002e-02, 1.8849e-03, 1.3016e-02, -8.2392e-03,\n", - " -1.0678e-02, -9.3886e-04, -2.6065e-03, 2.0240e-02, 1.5540e-02,\n", - " -6.5652e-03, -4.5695e-02, -2.5955e-02, -1.4781e-02, -7.0643e-03,\n", - " 9.7755e-03, 1.6408e-02, 2.1428e-02, 4.8015e-02, 1.8225e-02,\n", - " 1.1666e-02, -3.7776e-03, -1.6595e-02, -1.7358e-02, 4.7268e-04,\n", - " 2.5036e-02, -2.4376e-03, 1.9243e-02, -1.6308e-02, -1.3249e-02,\n", - " 2.6715e-02, -6.7190e-03, 5.0726e-03, 1.3932e-02, -1.1491e-02,\n", - " 1.2883e-02, -1.1271e-02, -1.9929e-02, -4.7170e-03, 7.2903e-03,\n", - " 1.5961e-02, 2.0881e-02, 3.3534e-03, -1.2525e-02, 5.0648e-03,\n", - " -6.0930e-04, -2.2646e-02, 1.1428e-02, -2.8179e-02, -9.3999e-03,\n", - " -3.5837e-02, -4.6871e-03, 4.7867e-03, 1.4517e-02, -1.2112e-02,\n", - " 6.5886e-03, 3.1230e-03, 6.2147e-03, 6.1958e-03, 1.5943e-02,\n", - " 2.2345e-02, -1.7281e-02, -2.6437e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.7540e-02, 1.2263e-01, -5.7336e-02, 6.8446e-02, 8.7978e-03,\n", - " 1.3266e-03, -5.1854e-02, 2.0970e-02, -3.4019e-02, 4.0852e-02,\n", - " 2.3262e-02, 6.3489e-03, 8.6623e-02, -1.9657e-01, 4.0184e-02,\n", - " 7.3033e-02, 1.2684e-02, -1.0108e-01, 3.1360e-02, -1.0253e-01,\n", - " -1.7753e-01, -2.2048e-02, -2.0248e-02, -1.1360e-01, -4.0351e-02,\n", - " -4.1465e-02, -1.5699e-01, 6.6717e-02, 1.4711e-02, 5.7473e-02,\n", - " 8.7037e-02, -1.5591e-01, 6.6193e-02, 1.7482e-03, 3.9780e-02,\n", - " 1.2782e-01, 1.1984e-01, -7.7321e-02, -3.7583e-02, -1.1794e-02,\n", - " -3.9365e-02, 1.3583e-02, 1.2817e-02, -4.2717e-02, 8.1062e-02,\n", - " -1.2161e-01, -6.5247e-03, 2.6528e-02, 3.3576e-02, -7.7188e-03,\n", - " 5.5730e-02, -1.3026e-02, 2.9698e-02, 5.0540e-02, 1.1023e-01,\n", - " -1.0374e-01, -1.3030e-01, -6.7519e-02, -3.6621e-02, -1.1981e-02,\n", - " 1.0854e-01, 1.5355e-01, -3.7133e-02, -4.8626e-03, -3.0432e-02,\n", - " -7.7287e-02, -4.6304e-02, -7.5059e-02, -1.1741e-01, -4.0540e-02,\n", - " -2.3338e-02, 9.0035e-02, -1.5079e-03, -1.5664e-01, 1.5767e-03,\n", - " -1.1738e-01, 4.5533e-02, -1.4137e-01, 5.6403e-03, -1.1594e-01,\n", - " 3.7226e-02, 3.9491e-02, -1.8993e-03, -3.7499e-02, -2.7781e-02,\n", - " -8.2534e-02, 1.2223e-01, -1.2625e-01, -2.8965e-02, -3.4257e-03,\n", - " -5.1691e-02, 4.5579e-03, -1.0426e-01, 9.3651e-02, 1.9618e-02,\n", - " -3.2472e-02, 1.3807e-01, 1.6597e-01, 8.8129e-02, -5.8964e-02,\n", - " -8.2523e-02, -1.6699e-02, -7.9624e-02, 1.6308e-01, 4.0627e-02,\n", - " -4.1690e-01, 9.2895e-03, -2.7027e-03, -6.5441e-02, -8.1489e-02,\n", - " -4.9817e-03, -2.6756e-02, 1.1009e-01, 1.0085e-01, 3.6378e-02,\n", - " 8.2597e-02, -1.1059e-01, 5.7258e-02, -1.9306e-02, -1.5809e-01,\n", - " -1.5641e-01, 5.1200e-02, -7.9445e-03, 1.1922e-01, 1.8417e-01,\n", - " 4.5088e-02, 1.8617e-01, -8.3404e-02, 6.6406e-02, 2.6715e-01,\n", - " 3.6952e-02, -5.9931e-03, 2.7987e-01, -5.6382e-02, 7.6974e-02,\n", - " 1.6941e-03, -2.9642e-02, -7.0214e-02, 4.2471e-02, -2.8239e-02,\n", - " 1.6581e-02, -5.4206e-02, -6.5348e-02, 1.4619e-01, -1.0648e-01,\n", - " 2.7693e-02, 5.6448e-02, 9.5720e-02, -7.5457e-02, -1.0486e-02,\n", - " -4.6856e-02, 7.4211e-02, -8.5380e-02, -2.9901e-02, 8.4354e-02,\n", - " -1.2946e-02, 1.5922e-02, -1.0775e-01, 3.6961e-02, -3.9988e-02,\n", - " 8.7652e-02, -9.2112e-03, 1.4366e-01, 3.4629e-02, -2.2608e-02,\n", - " -4.8225e-02, 9.3311e-03, -5.0890e-02, 4.1301e-01, 1.2579e-02,\n", - " 9.3492e-02, 1.5349e-01, 2.3399e-03, 5.7280e-03, -9.5694e-03,\n", - " 1.3860e-01, 8.6894e-02, -1.2516e-02, 9.3894e-02, -1.7094e-01,\n", - " 5.9576e-03, 1.9580e-02, 6.3787e-02, -2.1084e-02, -3.2021e-02,\n", - " 1.7562e-01, 6.1382e-02, -1.6552e-02, -1.4443e-01, -1.2238e-01,\n", - " -1.4351e-01, 3.6748e-02, 4.5554e-02, -3.4537e-02, 1.2425e-01,\n", - " 7.0692e-02, -6.1973e-02, -7.1437e-02, -1.7702e-01, 1.4290e-01,\n", - " 7.5777e-02, -6.8644e-02, -2.7663e-01, -3.2688e-02, -2.3697e-02,\n", - " -9.3547e-02, -3.7134e-02, -1.8090e-03, 5.5838e-03, 1.2802e-01,\n", - " -2.6122e-02, -1.3403e-02, -4.1629e-02, -9.2052e-02, 4.2197e-02,\n", - " 2.6519e-01, -1.8984e-02, 1.2236e-02, -2.4168e-01, 6.7809e-02,\n", - " 6.6498e-02, -6.5721e-02, -1.7879e-02, -2.0273e-02, -1.4405e-02,\n", - " -1.2652e-01, -1.4723e-01, 2.1592e-01, -1.0441e-01, -5.8908e-02,\n", - " 1.6181e-02, -9.4037e-03, 4.6360e-02, -4.2267e-02, 4.1405e-02,\n", - " -6.1307e-02, -2.5999e-01, -1.0078e-01, -3.7156e-02, -1.1395e-01,\n", - " -1.7866e-01, 7.0054e-02, 1.0308e-01, 1.4682e-01, -1.0431e-02,\n", - " -2.1751e-01, 6.3866e-03, -6.2991e-02, 2.9378e-02, 1.4703e-01,\n", - " 3.9315e-02, 5.1490e-02, -7.9974e-03, 1.9558e-02, 9.2144e-03,\n", - " -1.1121e-01, -9.5410e-03, 1.2889e-01, 2.9236e-02, 5.3436e-02,\n", - " 3.7109e-03, 4.6282e-03, 3.1559e-02, -1.6299e-04, -1.3072e-02,\n", - " 3.1933e-02, -5.5715e-02, 8.3879e-03, -5.4036e-02, 1.5988e-02,\n", - " 5.8084e-03, 3.4011e-02, -4.6364e-02, 9.6751e-02, 4.6846e-02,\n", - " -7.6728e-02, 6.0279e-02, 1.3785e-01, 8.4595e-02, 1.6494e-01,\n", - " -1.1012e-01, -3.7961e-02, -1.0580e-02, 2.1604e-01, 1.9907e-02,\n", - " 1.5640e-02, -7.6484e-02, -1.5652e-02, 1.4399e-02, 7.4343e-02,\n", - " -3.7000e-03, 1.2529e-01, 8.7313e-02, -5.1442e-02, -2.1401e-02,\n", - " -7.3289e-02, -1.2675e-01, 4.6271e-02, 2.6020e-02, 4.8183e-03,\n", - " 8.4969e-03, 9.2141e-02, 1.2271e-01, 6.6470e-02, 7.2081e-03,\n", - " -7.3660e-02, -2.2926e-02, -3.2265e-02, 1.4359e-01, -1.7297e-02,\n", - " 1.2398e-01, -1.4042e-01, -2.4006e-02, 1.3451e-02, -8.8161e-02,\n", - " 2.0680e-01, -2.6627e-02, -2.5379e-02, 5.0795e-03, 2.2739e-01,\n", - " 5.6375e-02, 1.1135e-01, 5.1518e-02, -3.1248e-02, -4.7450e-02,\n", - " -1.1646e-01, 3.1425e-02, -6.5057e-02, -7.4752e-02, -6.4738e-02,\n", - " 1.0593e-01, -3.7487e-01, 6.6167e-02, -4.7976e-02, 2.8382e-02,\n", - " -9.0314e-02, -1.2378e-01, 1.7049e-02, 2.3256e-02, 5.0468e-03,\n", - " -8.7910e-02, -4.0245e-02, -1.3962e-01, 3.6869e-02, -8.1142e-02,\n", - " -2.3915e-01, -5.1453e-02, -3.5894e-02, 4.1426e-02, -6.8816e-02,\n", - " 1.2532e-02, -7.8772e-03, -4.8539e-02, -1.2424e-01, 5.8068e-02,\n", - " 4.7396e-03, 2.2655e-02, -6.1267e-02, -1.3489e-02, 4.9846e-02,\n", - " -9.1372e-02, 6.5765e-02, 2.6368e-02, -4.0013e-02, -6.2516e-02,\n", - " -5.2820e-03, -2.5409e-01, 1.5029e-02, -4.6981e-02, 1.4632e-01,\n", - " -1.5723e-01, 1.3325e-01, -9.3597e-03, 2.1788e-02, -6.3758e-02,\n", - " 3.5762e-02, 1.0843e-02, 1.0662e-01, 1.1277e-01, 8.6743e-02,\n", - " 6.7457e-02, -4.1551e-03, -5.6764e-02, 3.9490e-02, 1.4098e-02,\n", - " 2.0665e-02, -3.7400e-02, -2.4596e-02, -1.1556e-01, 1.4216e-02,\n", - " -9.2227e-02, -9.5238e-02, 5.0385e-02, -4.5377e-02, -4.4542e-02,\n", - " -5.7104e-03, -1.0549e-01, -8.8716e-02, 6.6601e-02, -1.5567e-02,\n", - " 9.2282e-02, 4.8586e-02, -1.3599e-02, 6.3359e-02, -2.3276e-02,\n", - " -1.0328e-03, 1.2719e-02, -1.0459e-01, -2.0227e-02, -1.7722e-02,\n", - " 1.0894e-02, -4.7050e-02, -3.1666e-02, 8.4642e-02, -5.5312e-02,\n", - " -2.6930e-02, 1.2874e-01, 7.2695e-02, -5.1842e-02, 1.1262e-01,\n", - " 1.3291e-01, 1.3640e-01, 5.7332e-02, 1.3013e-01, 2.1534e-01,\n", - " -4.6176e-03, -1.3917e-01, -4.6141e-02, -3.3755e-02, -1.8499e-01,\n", - " 1.1943e-01, 8.9508e-02, -8.7142e-02, -8.8306e-02, -1.1648e-02,\n", - " -1.0177e-01, 5.2121e-02, 9.9313e-02, -1.9071e-03, -1.0230e-01,\n", - " 9.7501e-02, -3.4528e-02, 2.6218e-02, -6.0170e-02, 1.8396e-02,\n", - " -8.4452e-03, -3.4532e-02, -1.2766e-01, 1.7590e-01, -9.2708e-02,\n", - " -4.0003e-02, -1.4442e-02, 8.4241e-02, 1.6375e-03, -5.3822e-03,\n", - " 2.0271e-02, 3.0612e-02, 4.4517e-02, -3.8955e-02, 9.8173e-02,\n", - " 9.8955e-02, 1.7270e-01, -4.1461e-02, -5.1230e-02, 1.6190e-02,\n", - " -5.3978e-02, 4.2614e-02, -3.0894e-02, -1.6735e-01, 1.0061e-01,\n", - " -1.1824e-02, -4.2523e-03, -1.0524e-01, -2.2668e-03, -1.8654e-02,\n", - " -3.5135e-02, -1.4902e-02, -1.2248e-01, 2.2064e-02, 5.5318e-02,\n", - " 5.0207e-02, -9.5384e-02, 3.7961e-03, -1.1239e-01, 5.9892e-02,\n", - " 1.8860e-02, -1.6528e-01, -3.7556e-02, -5.7396e-02, 3.5326e-02,\n", - " 3.0810e-02, 3.8609e-02, -2.8027e-01, -7.7494e-03, -5.0802e-02,\n", - " -1.0762e-01, 7.7603e-02, 3.8703e-02, -8.0226e-04, 9.9048e-03,\n", - " 2.5708e-02, 3.6949e-02, -1.4081e-02, -6.4116e-02, 2.2805e-01,\n", - " 1.3202e-03, -8.0363e-03, 8.4699e-02, -1.1766e-01, -4.4196e-02,\n", - " 8.9684e-02, 5.2698e-02, 6.2403e-02, -3.8370e-02, -6.7598e-02,\n", - " -5.1292e-02, -5.6592e-02, -3.1893e-02, 8.1757e-02, -6.3596e-02,\n", - " 9.5668e-02, 1.2544e-02, 7.4700e-03, 2.6079e-01, -1.4995e-01,\n", - " 1.2194e-01, -1.8278e-01, -3.3649e-02, -4.5293e-02, 2.4959e-01,\n", - " -3.8705e-02, 6.0769e-02, -9.4811e-03, -7.9096e-02, -1.1953e-01,\n", - " 4.0258e-03, -3.2383e-02, 3.2742e-02, 5.9349e-02, -9.5559e-02,\n", - " -1.2546e-01, 8.6474e-03, 1.0285e-02, -5.5287e-03, -2.0067e-02,\n", - " -1.3822e-02, 5.5795e-02, -9.3359e-03, 9.8154e-02, -1.9121e-02,\n", - " -3.9963e-02, 1.3732e-01, -3.8868e-02, 4.5631e-02, -8.8790e-02,\n", - " -2.9925e-02, -1.0315e-01, 2.2206e-02, -3.3622e-02, -1.0110e-02,\n", - " 3.3764e-02, -8.5698e-02, 7.7736e-04, 7.2232e-02, 8.0008e-02,\n", - " -7.9107e-02, 8.8831e-02, 7.2058e-02, -7.4486e-03, 2.4830e-02,\n", - " 1.8661e-01, 4.2301e-02, -1.9289e-02, -2.7951e-01, -5.6022e-02,\n", - " -4.3588e-02, 4.4926e-02, -2.6953e-01, 1.3840e-02, 7.6335e-02,\n", - " -3.6710e-02, 7.5666e-02, -1.4296e-02, -2.0949e-02, 7.2330e-02,\n", - " 2.8393e-03, 5.2154e-02, 4.8220e-02, -7.2336e-03, 1.6563e-01,\n", - " 1.3244e-01, 5.6766e-02, 3.9853e-03, 5.3084e-02, -7.1036e-02,\n", - " -1.1629e-01, -3.7126e-02, 8.4102e-03, -4.8139e-02, -1.0900e-01,\n", - " -7.9894e-02, 3.8810e-02, 3.5188e-02, 4.9364e-02, 2.4054e-02,\n", - " -1.9303e-02, -5.7298e-02, 1.5188e-01, 1.0442e-02, 1.8137e-03,\n", - " -4.0917e-03, 1.7097e-01, 3.0023e-02, -1.5992e-01, 9.7524e-02,\n", - " -4.8489e-02, -1.5557e-03, -9.2952e-02, 1.3041e-02, -6.2055e-02,\n", - " 9.6160e-02, 8.8154e-02, -3.0313e-02, -2.9162e-02, -1.1137e-01,\n", - " 1.2400e-03, 4.7864e-02, -1.9845e-01, 1.3381e-01, 1.1422e-01,\n", - " 3.2064e-02, -2.9416e-01, 1.7853e-02, -4.2283e-03, -5.9596e-02,\n", - " -1.8368e-02, -5.5846e-02, 1.5919e-01, -1.6121e-01, 1.0096e-01,\n", - " -6.8078e-02, -7.3506e-02, -4.0167e-02, -7.2212e-02, 7.7690e-02,\n", - " 1.1627e-01, 3.1091e-02, -9.4146e-02, 1.4353e-01, 5.7173e-02,\n", - " 2.6946e-03, -5.3811e-02, -8.4393e-03, 8.0155e-02, -2.9390e-01,\n", - " -1.1233e-01, 6.2911e-02, 1.0467e-02, 4.6551e-02, 6.5686e-02,\n", - " -7.7254e-02, -4.6485e-02, -9.2105e-03, 2.9966e-02, -1.2001e-02,\n", - " 1.1094e-01, -1.0917e-02, -2.3440e-02, -4.7745e-02, 5.9030e-02,\n", - " -7.9467e-02, 4.5627e-02, -3.9555e-03, -5.7204e-02, 4.2242e-02,\n", - " -7.6314e-02, 5.7987e-02, 8.2412e-02, 4.8413e-02, 9.9589e-02,\n", - " 4.1983e-04, 5.8862e-03, 9.2692e-02, 4.1796e-02, 2.2844e-02,\n", - " 1.3542e-01, -5.2404e-02, -8.5607e-02, -6.4990e-02, -2.1039e-02,\n", - " -9.0957e-03, -3.0864e-02, 5.3072e-02, 5.9407e-02, 6.5251e-02,\n", - " -1.3286e-01, 1.0397e-01, -4.2976e-02, -5.7268e-02, -1.2192e-01,\n", - " 1.0842e-02, 3.6311e-02, 1.0429e-02, 3.4352e-02, -5.7106e-02,\n", - " -5.9529e-02, -1.4800e-01, -1.0790e-01, 1.9281e-03, 3.0646e-03,\n", - " 2.8357e-01, 1.2496e-02, -1.4709e-02, 1.7133e-02, 8.0138e-02,\n", - " 1.1838e-01, 2.5970e-02, -1.3211e-01, -3.1164e-02, -1.5268e-01,\n", - " 5.4019e-03, 2.9926e-02, -2.0370e-02, -6.5393e-02, 2.5595e-03,\n", - " -4.1554e-03, -5.2994e-02, -1.2630e-02, 2.3232e-01, -6.9318e-02,\n", - " -2.4971e-02, 4.4399e-02, 2.1482e-02, 1.0027e-01, 2.0318e-02,\n", - " -5.7905e-02, -5.7510e-02, 7.6047e-02, 3.1390e-03, 1.0120e-01,\n", - " 9.2822e-02, -2.5252e-02, 5.6536e-02, 7.0636e-02, -1.1667e-03,\n", - " -8.5773e-02, -7.0056e-02, -6.8709e-02, 9.2902e-03, -2.1094e-02,\n", - " 1.6379e-02, -5.3188e-02, -2.0994e-01, 9.9522e-02, -5.3369e-02,\n", - " 3.8078e-02, 4.1929e-02, 3.6163e-02, 8.4551e-02, 7.4068e-02,\n", - " -4.9857e-02, 1.1627e-01, -3.1187e-04, -5.7783e-02, 1.8508e-02,\n", - " -8.1810e-02, 9.5908e-02, 8.5320e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8983, 0.8888, 0.8628, 0.8585, 0.9588, 0.9161, 0.9020, 0.8955, 0.8884,\n", - " 0.8570, 0.8173, 0.8588, 0.8595, 0.8851, 0.8867, 0.8674, 0.7935, 0.8415,\n", - " 0.8920, 0.9671, 0.9309, 0.9026, 0.8909, 0.8934, 0.8294, 0.9125, 0.8437,\n", - " 0.9004, 0.8118, 0.8614, 0.8971, 0.8729, 0.9006, 0.8878, 0.9005, 0.8693,\n", - " 0.8846, 0.9048, 0.9069, 0.9432, 0.8936, 0.9320, 0.9036, 0.8875, 0.8758,\n", - " 0.8482, 0.9921, 0.8804, 0.9362, 0.8905, 0.9243, 0.8791, 0.9413, 0.7759,\n", - " 0.8913, 0.7935, 0.8564, 0.8593, 0.8868, 0.8197, 0.9000, 0.8243, 0.7300,\n", - " 0.9000, 0.8865, 0.8852, 0.8568, 0.8766, 0.8672, 0.9074, 0.8725, 0.9073,\n", - " 0.9125, 0.7903, 0.9282, 0.8071, 0.8602, 0.7319, 0.8261, 0.8238, 0.8748,\n", - " 0.9112, 0.9040, 0.8853, 0.7552, 0.8059, 0.8770, 0.8792, 0.8868, 0.8776,\n", - " 0.8361, 0.8825, 1.0548, 0.8760, 0.8508, 0.8029, 0.7167, 0.8583, 0.8869,\n", - " 0.9044, 0.9100, 0.9173, 0.8892, 0.8600, 0.8600, 0.7863, 0.8751, 0.8989,\n", - " 0.8751, 0.8401, 0.8931, 0.8767, 0.8600, 0.9186, 0.8946, 0.8598, 0.8870,\n", - " 0.8827, 0.8879, 0.8546, 0.8843, 0.8020, 0.8574, 0.8729, 0.7566, 0.8172,\n", - " 0.8726, 0.7621, 0.8801, 0.8841, 0.8930, 0.8680, 0.6278, 0.8710, 0.8545,\n", - " 0.9151, 0.8610, 0.7808, 0.8845, 0.7724, 0.8831, 0.9060, 0.9047, 0.9007,\n", - " 0.8473, 0.8475, 0.8851, 0.8534, 0.8733, 0.8661, 0.8391, 0.8641, 0.7948,\n", - " 0.8993, 0.8945, 0.8716, 0.8963, 0.8867, 0.9223, 0.6787, 0.8781, 0.8854,\n", - " 0.8858, 0.9008, 0.8612, 0.9066, 0.8751, 0.8424, 0.9038, 0.8871, 0.8870,\n", - " 0.8826, 0.8357, 0.9335, 0.9111, 0.9884, 0.8217, 0.8398, 0.8526, 0.8634,\n", - " 0.8715, 0.8926, 0.8473, 0.9429, 0.8961, 0.8626, 0.9453, 0.8887, 0.9143,\n", - " 0.8644, 0.9086, 0.9902, 0.9262, 0.8598, 0.8646, 0.9123, 0.9048, 0.8885,\n", - " 0.8541, 0.8233, 0.8913, 0.9076, 0.6894, 0.8692, 0.8623, 0.8805, 0.8789,\n", - " 0.8457, 0.8912, 0.8734, 0.8497, 0.8840, 0.8841, 0.8869, 0.8384, 0.6767,\n", - " 0.6513, 0.9196, 0.7662, 0.8327, 0.8968, 0.8912, 0.8874, 0.8190, 0.8801,\n", - " 0.6765, 0.8483, 0.8033, 0.8911, 0.8909, 0.8496, 0.8910, 0.8514, 0.9172,\n", - " 0.8760, 0.8542, 0.8816, 0.8188, 0.8823, 0.8146, 0.8605, 0.8800, 0.8752,\n", - " 0.8247, 0.8543, 0.6568, 0.8593, 0.8452, 0.8324, 0.7579, 0.8520, 0.9711,\n", - " 0.8709, 0.8655, 0.9024, 0.8707, 0.8530, 0.8501, 0.8232, 0.8566, 0.9064,\n", - " 0.8714, 0.9194, 0.8606, 0.8506, 0.8413, 0.8753, 0.8624, 0.8744, 0.8889,\n", - " 0.8521, 0.8512, 0.8539, 0.8683, 0.8964, 0.8919, 0.7944, 0.8800, 0.8577,\n", - " 0.8961, 0.8170, 0.9166, 0.8988, 0.7287, 0.8893, 0.8258, 0.8732, 0.9324,\n", - " 0.8600, 0.8806, 0.8511, 0.7299, 0.8904, 0.8942, 0.9047, 0.7783, 0.7214,\n", - " 0.9709, 0.8567, 0.8858, 0.9102, 0.8750, 0.8955, 0.8850, 1.0208, 0.9252,\n", - " 0.8499, 0.8923, 2.2833, 0.9117, 0.8343, 0.6115, 0.8259, 0.8659, 0.9000,\n", - " 0.8723, 0.9101, 0.8955, 0.8790, 0.6758, 0.8675, 0.8517, 0.8358, 0.8543,\n", - " 0.8674, 0.9014, 0.8405, 0.8776, 0.8956, 0.8529, 0.8151, 0.7296, 0.8776,\n", - " 0.9172, 0.9052, 0.8541, 0.8618, 0.8865, 0.8910, 0.8665, 0.8275, 0.9573,\n", - " 0.8270, 0.8958, 0.8260, 0.6474, 0.8957, 0.8824, 0.8664, 0.9029, 0.8652,\n", - " 0.9230, 0.8894, 0.6369, 0.8744, 0.8699, 0.8728, 0.8125, 0.8615, 0.8812,\n", - " 0.9093, 0.8236, 0.8432, 0.8311, 0.8781, 0.9035, 0.8603, 0.8566, 0.8966,\n", - " 0.8371, 0.8898, 0.8734, 0.9149, 0.8639, 0.9125, 0.8959, 0.8835, 0.8657,\n", - " 0.8645, 0.9158, 0.8687, 0.5520, 0.8949, 0.9233, 0.8711, 0.8824, 0.8949,\n", - " 0.9077, 0.8977, 0.9096, 0.8055, 0.8623, 0.8854, 0.8195, 0.8991, 0.8857,\n", - " 0.8836, 0.8448, 0.8477, 0.9076, 0.8549, 0.7801, 0.8251, 0.8634, 0.8022,\n", - " 0.8854, 0.9150, 0.8439, 0.8573, 0.8835, 0.8757, 0.8614, 0.9047, 0.8803,\n", - " 0.8446, 0.8287, 0.8542, 0.8793, 0.8973, 0.7083, 0.8495, 0.8154, 0.8994,\n", - " 0.8305, 0.8809, 0.8696, 0.8747, 0.8647, 0.8856, 0.7751, 0.8690, 0.8175,\n", - " 0.8794, 0.8627, 0.8714, 0.9334, 0.8910, 0.8441, 0.8985, 0.8965, 0.8620,\n", - " 0.9072, 0.8216, 0.6473, 0.8752, 0.8545, 0.9541, 0.8628, 0.8892, 0.8276,\n", - " 0.8716, 0.9044, 0.9461, 0.9122, 0.9006, 0.8905, 0.8515, 0.8975, 0.8038,\n", - " 0.8966, 0.8654, 0.7750, 0.9140, 0.9158, 0.8972, 0.8495, 0.8236, 0.8218,\n", - " 0.8496, 0.8385, 0.9488, 0.8280, 0.8931, 0.8694, 0.8227, 0.8695, 0.8311,\n", - " 0.8905, 0.8709, 0.8450, 0.8684, 0.9067, 0.7319, 0.8667, 0.8466, 0.8734,\n", - " 0.8543, 0.8924, 0.8797, 0.8763, 0.8934, 0.8827, 0.8924, 0.8829, 0.9186,\n", - " 0.8727, 0.7359, 0.8533, 0.8567, 0.8114, 0.8139, 0.8814, 0.8400, 0.8569,\n", - " 0.8507, 0.9003, 0.8734, 0.8627, 0.8791, 0.9049, 0.7970, 0.8152, 0.8709,\n", - " 0.8780, 0.8703, 0.8860, 0.8968, 0.6612, 0.9258, 0.8621, 0.9034, 0.7897,\n", - " 0.9233, 0.9146, 0.8912, 0.8832, 0.8557, 0.8778, 0.8907, 0.6835, 0.8716,\n", - " 0.8501, 0.8928, 0.8804, 0.9031, 0.8390, 0.8899, 0.8810, 0.8069, 0.9404,\n", - " 0.8383, 0.7030, 0.8785, 0.8522, 0.8844, 0.9508, 0.8925, 0.8791, 0.8525,\n", - " 0.8968, 0.8959, 0.8599, 0.8890, 0.8880, 0.9177, 0.8501, 0.8898, 0.8267,\n", - " 0.9120, 0.8830, 0.8834, 0.8595, 0.8654, 0.9115, 0.8281, 0.8591, 0.8326,\n", - " 0.8874, 0.8633, 0.8689, 0.8748, 0.8764, 0.8710, 0.8201, 0.8483, 0.8756,\n", - " 0.8819, 0.5952, 0.9002, 0.8886, 0.8379, 0.8742, 0.9027, 0.8605, 0.8738,\n", - " 0.8822, 0.9769, 0.9049, 0.8423, 0.8794, 0.9018, 0.8763, 0.8986, 0.8644,\n", - " 0.8414, 0.8583, 0.8876, 0.8772, 0.8746, 0.8756, 0.8748, 0.9027, 0.9035,\n", - " 0.8829, 0.9004, 0.8477, 0.9122, 0.8711, 0.8888, 0.8768, 0.8834, 0.8061,\n", - " 0.8909, 0.8247, 0.6466, 0.8569, 0.8429, 0.9049, 0.9087, 0.8519, 0.8414,\n", - " 0.8937, 0.9034, 0.8398, 0.8841, 0.8888, 0.9095, 0.8742, 0.8549, 0.9058,\n", - " 0.8301, 0.8460, 0.8814, 0.8976, 0.9225, 0.8680, 0.8988, 0.8982, 0.8207,\n", - " 0.9192, 0.8822, 0.8298, 0.8670, 0.7762, 0.8883, 0.8447, 0.8818, 0.8814,\n", - " 0.8456, 0.8827, 0.8975, 0.8729, 0.8495, 0.8610, 0.6367, 0.8330, 0.7869,\n", - " 0.8888, 0.8859, 0.8263, 0.8910, 0.8948, 0.8842, 0.9102, 0.8784, 0.8272,\n", - " 0.8977, 0.8720, 0.8663, 0.8530, 0.5796, 0.8890, 0.8775, 0.8445, 0.8784,\n", - " 0.8829, 0.8899, 0.8831, 0.9092, 0.8909, 0.8955, 0.9011, 0.8852, 0.8782,\n", - " 0.8745, 0.8855, 0.8472, 0.8979, 0.8977, 0.8935, 0.8772, 0.9015, 0.8410,\n", - " 0.8908, 0.8983, 0.9101, 0.8797, 0.8079, 0.8476, 0.7241, 0.9120, 0.8964,\n", - " 0.8545, 0.8562, 0.9000, 0.8367, 0.8573, 0.8675, 0.8748, 0.8773, 0.8278,\n", - " 0.8899, 0.8057, 0.8664, 0.8770, 0.9068, 0.8565, 0.8718, 0.9031, 0.8494,\n", - " 0.8349, 0.9026, 0.9046, 0.8588, 0.8819, 0.9001, 0.8599, 0.8708, 0.9087,\n", - " 0.8999, 0.9033, 0.9158, 0.8867, 0.9773, 0.8856, 0.8493, 0.9158, 0.8425,\n", - " 0.9138, 0.8086, 0.8742, 0.8949, 0.9093, 0.8573, 0.8349, 0.8957, 0.8223,\n", - " 0.8582, 0.8723, 0.8832, 0.9020, 0.9107, 0.8684, 0.8567, 0.8811, 0.8346,\n", - " 0.8949, 0.8830, 0.8492, 0.7941, 0.8749, 0.8583, 0.8376, 0.8922, 0.8760,\n", - " 0.8394, 0.8261, 0.9001], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.4908e-01, 1.2387e-01, -1.9382e-01, -2.6516e-01, 3.2723e-01,\n", - " -2.6683e-01, 2.4730e-01, 6.1491e-02, -7.3449e-02, 2.1492e-02,\n", - " 1.2675e-02, 3.0995e-01, -2.6778e-01, 4.0405e-01, -3.4641e-02,\n", - " 3.9571e-02, -1.6680e-01, -1.2976e-01, -1.3566e-01, 4.2645e-01,\n", - " 3.9993e-01, -3.7809e-01, 1.7936e-01, 2.2313e-01, -1.1832e-01,\n", - " 2.2211e-01, 2.1237e-01, -1.8153e-01, -2.3392e-01, 6.9849e-02,\n", - " -9.2087e-02, 1.3829e-01, 1.6265e-01, -1.9473e-01, 4.6062e-04,\n", - " -1.0237e-01, -2.2683e-01, 2.9074e-01, 2.8178e-01, -3.6748e-01,\n", - " -5.2879e-02, -3.0600e-01, -5.9431e-02, 2.3933e-01, -4.3620e-02,\n", - " -6.2528e-02, -1.5611e-01, -1.1906e-01, 1.2894e-01, -7.0883e-02,\n", - " -2.9995e-01, 9.9230e-02, 2.3311e-01, -2.8561e-01, 8.3432e-03,\n", - " -1.4152e-01, 4.5698e-02, -3.5179e-01, 1.0765e-01, -1.9651e-01,\n", - " -1.8129e-01, 8.5286e-03, -4.7774e-01, -2.7281e-01, -2.4864e-02,\n", - " 1.3102e-01, 8.6735e-02, -3.2567e-02, 8.9957e-02, -1.2802e-01,\n", - " -1.4076e-01, 8.6996e-03, -1.9639e-01, -1.4970e-01, 2.0501e-01,\n", - " 9.9063e-03, 1.4105e-02, 2.4861e-01, 3.0966e-02, 1.8979e-01,\n", - " -7.7188e-02, -5.5435e-02, 5.6634e-02, 2.7114e-01, 4.4619e-02,\n", - " 6.1451e-02, -2.2658e-01, 2.3620e-01, 9.0390e-02, 4.1902e-02,\n", - " 1.7128e-02, -1.3279e-01, 6.7356e-01, -2.4921e-01, 9.9231e-02,\n", - " -1.5657e-02, 3.2357e-01, -2.2846e-01, -5.1368e-02, -7.1767e-02,\n", - " 4.2802e-02, 1.4500e-01, -4.5787e-02, -1.8874e-01, 1.6548e-01,\n", - " 3.4196e-01, -1.0741e-01, -2.9142e-02, 1.1800e-01, 2.1754e-01,\n", - " -5.7510e-02, 4.1775e-02, -2.9146e-01, -3.7388e-01, -1.4622e-01,\n", - " -4.2330e-02, 7.2059e-02, 2.5794e-02, -1.6783e-01, 2.5270e-01,\n", - " -1.0750e-01, -5.8917e-01, -1.6664e-01, 5.5713e-02, -1.0991e-01,\n", - " -1.2644e-01, -6.4919e-02, 1.2673e-01, -7.4835e-03, -2.4770e-01,\n", - " 1.3205e-01, 1.1671e-01, -4.2680e-02, -5.3891e-02, -1.7239e-01,\n", - " -3.0079e-01, -6.9750e-02, -3.7419e-02, -2.0132e-01, -2.5914e-01,\n", - " -4.9117e-03, 8.9486e-02, 1.8712e-02, 3.0112e-02, 1.4473e-02,\n", - " -9.0344e-01, -6.0110e-02, -1.0303e-01, -5.3968e-02, 2.8272e-01,\n", - " -1.9929e-02, 1.0962e-01, -1.2144e-01, 7.9465e-02, 9.0445e-02,\n", - " -1.7963e-01, 1.8165e-01, 3.6240e-01, 1.7090e-01, -1.4041e-02,\n", - " 1.9184e-02, 7.5799e-03, -1.4422e-01, 5.4243e-02, 5.0206e-02,\n", - " 2.3259e-01, 1.2299e-01, -1.9728e-01, -7.7248e-01, -4.3642e-02,\n", - " -1.4283e-01, 1.0638e-01, 7.3260e-02, 3.7032e-01, 9.3441e-02,\n", - " 4.6840e-01, 4.9734e-02, 4.9681e-03, -1.5053e-01, 8.1051e-02,\n", - " -7.2369e-02, -4.3397e-03, -4.9834e-02, 3.5236e-01, 2.1686e-01,\n", - " -1.1804e-01, 3.1861e-01, 1.4513e-01, 2.2797e-01, -3.6351e-03,\n", - " -8.2182e-02, -4.6217e-01, 2.0373e-01, -5.3652e-02, -2.0500e-02,\n", - " 1.0104e-01, 3.1081e-02, 2.0516e-01, -8.0955e-02, -9.0073e-02,\n", - " -1.7379e-01, 1.3866e-01, 1.8480e-01, 8.3222e-02, -8.1217e-02,\n", - " 1.6176e-01, 1.2298e-01, -1.3571e-02, 8.0166e-02, -3.0001e-02,\n", - " 7.3083e-02, -1.8209e-01, 1.6285e-01, 2.3463e-01, -1.4227e-03,\n", - " -3.2271e-01, -1.6259e-01, -6.5370e-02, 3.0021e-01, -2.0402e-02,\n", - " -1.5613e-02, 2.0378e-01, 1.1530e-01, -4.2502e-02, 1.1402e-03,\n", - " 1.7406e-01, 1.5372e-01, -9.3741e-02, 7.5142e-02, -4.6734e-02,\n", - " 1.2181e-01, -5.2953e-02, 1.1573e-01, 7.5447e-03, -5.4073e-03,\n", - " 1.5250e-01, 5.5590e-02, 1.3328e-01, -1.3299e-02, -8.2515e-02,\n", - " 3.5268e-02, -1.0056e-01, -7.0932e-02, -5.1251e-02, -1.0646e-01,\n", - " 9.9978e-03, -2.7321e-01, 8.3973e-02, -1.3280e-01, -4.4828e-01,\n", - " 4.6611e-02, 2.6252e-01, -8.0808e-02, -6.8779e-02, -7.1045e-02,\n", - " -8.1604e-02, -2.7690e-01, -1.1386e-01, 7.9901e-02, 1.8157e-02,\n", - " 1.7551e-01, -2.1507e-01, 1.8739e-01, -1.9230e-02, 2.0729e-01,\n", - " 1.0184e-01, -6.9293e-02, 3.8655e-02, 1.2810e-01, 1.1738e-02,\n", - " 2.5324e-02, 2.8772e-02, 2.8810e-02, -9.8997e-02, -1.6962e-01,\n", - " 1.5131e-01, -1.1425e-01, -2.1760e-01, -4.5138e-02, -2.7204e-01,\n", - " 2.8566e-01, 1.5510e-01, 7.0770e-02, -2.2723e-01, -1.3153e-01,\n", - " -5.9633e-03, 1.0762e-01, 2.9013e-01, 1.5143e-01, -3.5916e-02,\n", - " 6.3297e-02, 6.6008e-02, -2.1061e-01, 1.9628e-02, 2.2970e-01,\n", - " 7.0171e-02, 4.1883e-05, 3.6176e-01, -5.2161e-02, -1.1936e-01,\n", - " -8.6783e-02, -5.4471e-02, -6.6908e-02, 3.1105e-02, 2.9388e-01,\n", - " 2.6489e-01, -2.3535e-01, -1.5412e-01, -2.0185e+00, -1.4089e-01,\n", - " -3.3577e-02, 1.6253e-01, 6.7454e-02, -1.8524e-01, 2.9893e-02,\n", - " -1.8569e-01, -3.9034e-02, -7.3650e-02, -3.0490e-02, -3.5751e-02,\n", - " 1.4023e-02, -7.1914e-02, 8.3594e-02, -1.1021e-01, -2.0924e-02,\n", - " 1.7564e-01, -3.7428e-02, -5.4801e-02, -8.9877e-02, 5.2717e-02,\n", - " -4.3204e-02, -1.0025e-01, -9.8288e-02, 1.9749e-01, -1.2205e-01,\n", - " 2.7310e-02, 9.7316e-03, -8.4249e-02, -3.9363e-04, 6.2876e-02,\n", - " -6.0999e-02, 8.6416e-02, 6.4864e-02, -8.4829e-02, -6.2527e-02,\n", - " 5.1020e-01, -6.5360e-02, -1.9927e-01, -1.2727e-01, -1.9250e-01,\n", - " -2.5504e-02, 1.8653e-01, -8.9002e-02, -1.2349e-01, -4.2752e-02,\n", - " -7.1351e-02, -7.4150e-02, 7.4017e-02, -2.4354e-01, 5.0513e-02,\n", - " 8.1920e-02, -1.0628e-01, -1.2754e-01, 1.9295e-02, 1.0775e-01,\n", - " -1.0230e-01, -5.1375e-03, 5.5683e-02, -1.2699e-01, -7.7957e-02,\n", - " -1.0605e-01, -7.9575e-02, 9.7901e-02, -1.2462e-02, -2.1976e-01,\n", - " -1.7569e-02, -2.7258e-02, -4.7887e-02, -2.3733e-01, -2.2269e-02,\n", - " -2.1753e-02, -2.1152e-01, 1.9606e-01, -2.3574e-01, -6.4681e-02,\n", - " -6.2689e-03, -2.0781e-01, 1.9941e-01, 1.0169e-01, -2.3552e-01,\n", - " 1.0052e-02, 3.0391e-02, 1.6760e-01, 1.9079e-02, 1.8226e-01,\n", - " -5.9280e-02, -7.4923e-02, -1.0552e-01, -3.6297e-02, 4.3477e-02,\n", - " -4.5285e-02, -1.4976e-01, 1.2570e-02, -1.4570e-01, -5.5753e-02,\n", - " -3.8616e-01, 1.8542e-01, -1.0588e-02, 7.3040e-02, -9.1399e-02,\n", - " -2.8767e-01, -2.0149e-01, -1.5190e-02, -1.0988e-02, -9.7871e-02,\n", - " 1.3675e-01, 5.0311e-03, -6.6983e-02, 1.3031e-01, -1.0676e-01,\n", - " -1.0308e-01, -3.4424e-01, 1.0380e-01, -2.0771e-01, -2.4391e-01,\n", - " 1.1163e-01, -1.6806e-03, -1.5776e-01, -1.6872e-01, 1.1109e-02,\n", - " -1.0130e-02, -1.1655e-01, -1.0477e-01, 3.7815e-02, 1.1231e-01,\n", - " 2.0840e-01, -3.0999e-01, -1.1691e-01, -1.1297e-01, -1.6702e-01,\n", - " 5.3092e-02, 5.4440e-02, 8.3041e-02, -3.0208e-01, 1.4027e-02,\n", - " -4.0243e-02, -3.0690e-01, 9.0996e-02, -1.0909e-01, -2.4868e-01,\n", - " -2.1890e-02, 1.8476e-02, 2.0135e-01, -3.5365e-01, 1.5860e-01,\n", - " -5.0192e-02, -9.2075e-02, 7.9052e-02, -2.2766e-02, -1.5634e-01,\n", - " -2.7157e-02, -3.1175e-01, 4.6405e-02, 2.9467e-01, 1.2874e-01,\n", - " -2.3297e-01, -1.7375e-01, 2.6247e-02, 1.5769e-01, 4.0897e-02,\n", - " 8.5116e-02, -2.3572e-01, -4.3676e-02, -6.1113e-02, -1.2978e-02,\n", - " 4.3371e-03, -8.2757e-02, -1.3661e-02, -1.7326e-01, -9.5861e-02,\n", - " -2.5870e-02, 9.9552e-02, -8.8619e-02, 1.6603e-02, -1.7565e-01,\n", - " 6.1347e-03, 1.9212e-01, 1.6928e-01, -3.0247e-01, -7.3087e-02,\n", - " -5.5806e-02, -1.0246e-01, 2.4455e-01, -1.0663e-01, -1.4906e-01,\n", - " 1.7439e-02, -5.9003e-01, 7.5388e-02, -1.3651e-01, 8.1256e-03,\n", - " -2.1577e-02, 2.8644e-02, 3.1208e-02, 2.1346e-02, -1.5259e-01,\n", - " -1.4292e-01, -1.0508e-01, -3.0576e-02, -1.0963e-01, 1.3459e-02,\n", - " -1.0713e-02, -1.2893e-01, 6.7321e-02, -1.4364e-02, -2.4257e-01,\n", - " 2.4263e-01, -1.9213e-01, 1.8522e-01, -2.6677e-01, 1.4725e-01,\n", - " -1.5645e-01, 1.0884e-01, 1.9280e-01, -1.8107e-01, -9.5030e-02,\n", - " -5.1229e-02, 1.1342e-01, 1.7577e-02, 1.0676e-01, 3.2094e-02,\n", - " -2.0288e-01, -1.3674e-01, 6.2849e-02, -2.1011e-02, 2.9177e-02,\n", - " -1.7086e-02, -9.8396e-02, 1.0205e-01, -1.9731e-02, -1.6746e-01,\n", - " 1.0425e-01, -1.5722e-01, -1.0945e-01, 5.6515e-02, -7.3300e-02,\n", - " -6.1232e-01, -1.8454e-01, -2.2980e-01, 8.5435e-02, 1.7077e-01,\n", - " -8.8553e-02, -2.9191e-01, 7.5500e-02, 9.5263e-02, 2.1859e-01,\n", - " -1.2138e-01, 1.2861e-01, 1.5085e-01, 1.4101e-01, -5.5720e-02,\n", - " -1.2266e-01, -1.0041e-01, -1.2753e-01, -8.4831e-02, -5.6529e-02,\n", - " 2.1101e-02, 5.8478e-02, -1.9348e-01, -1.6858e-02, -3.5771e-02,\n", - " 5.0574e-02, -1.8273e-02, 3.3636e-02, 1.2767e-01, 3.3926e-02,\n", - " 4.0594e-02, -1.0906e-01, 1.0634e-01, 1.2692e-01, 3.4079e-02,\n", - " -1.3776e-01, -8.2339e-02, 1.0153e-01, 1.0941e-02, 3.7519e-02,\n", - " 1.0497e-01, 3.9406e-01, -6.2549e-02, -9.2865e-02, -9.7316e-02,\n", - " -1.7678e-02, -2.1788e-01, -1.3640e-02, -8.4834e-02, 1.9414e-01,\n", - " -1.4053e-02, 1.1295e-01, 1.6454e-02, 1.3462e-01, 1.0233e-01,\n", - " 1.2413e-01, 4.5280e-02, -1.6307e-01, 7.0181e-02, 4.4070e-02,\n", - " 8.3682e-02, 4.0648e-02, 1.5755e-01, -2.1351e-02, -8.9363e-02,\n", - " -1.3260e-01, -6.5820e-02, 3.9252e-02, 2.9248e-02, -1.1381e-01,\n", - " 4.7972e-02, -1.2351e-02, -4.6980e-02, 3.6954e-02, 8.5143e-02,\n", - " 2.3897e-02, -1.5198e-01, -4.8888e-02, -1.1015e-01, -7.5341e-02,\n", - " 7.8378e-02, 2.8217e-01, -1.1963e-01, -1.3616e-02, -8.9681e-02,\n", - " 3.7982e-02, 2.3843e-01, -1.5551e-01, 1.8208e-01, 2.8728e-01,\n", - " 1.8034e-02, 8.6419e-02, 1.1385e-02, 7.2312e-02, 2.3695e-01,\n", - " -2.1530e-01, 1.2828e-01, 5.2344e-02, 5.7554e-02, -2.2924e-02,\n", - " -1.0375e-01, 2.3662e-03, -1.0316e-01, -3.5931e-02, 2.5473e-01,\n", - " -5.2978e-02, 3.2919e-02, 1.8880e-02, 1.9944e-01, -1.6244e-01,\n", - " -3.0332e-02, -1.1299e-01, -1.1068e-01, 7.2287e-03, -1.3550e-01,\n", - " 1.5577e-02, -7.9689e-02, 7.5800e-02, -1.1706e-01, 3.1917e-02,\n", - " -1.0668e-01, 7.7809e-03, -4.6894e-02, 6.3662e-02, -9.9579e-02,\n", - " -1.9506e-02, 1.8548e-01, -7.4091e-02, -1.7413e-01, 6.3420e-02,\n", - " -9.2029e-02, 2.5220e-01, 5.6505e-02, 1.0384e-01, -1.1955e-01,\n", - " 1.1596e-01, -8.4455e-02, 2.3554e-01, -1.5994e-01, -1.1280e-02,\n", - " -2.1256e-01, 2.0121e-01, -1.1597e-01, -1.4829e-01, -4.2132e-03,\n", - " -1.9714e-02, 1.3075e-01, 6.9513e-02, 8.5244e-02, -1.4833e-01,\n", - " 2.3104e-01, -2.1775e-01, -9.4482e-02, 6.1282e-02, -2.3996e-01,\n", - " 1.1155e-01, -1.7763e-02, -1.8718e-01, -3.8825e-02, 6.0780e-03,\n", - " 6.6984e-02, 3.1552e-01, 1.9603e-01, 5.2209e-02, -9.1339e-03,\n", - " -1.4537e-01, 1.0152e-01, 5.4608e-02, 9.9402e-02, -2.3387e-01,\n", - " 4.0388e-02, 8.8444e-03, 1.9418e-01, 1.1585e-01, 1.3871e-01,\n", - " -1.3353e-01, -2.0897e-01, 1.4376e-03, -1.0051e-01, 1.1219e-01,\n", - " -2.1526e-02, -3.2484e-02, 3.0378e-02, -2.2317e-01, 9.5877e-02,\n", - " -2.7256e-01, 1.4125e-01, 9.3174e-02, 1.1130e-01, 2.1801e-01,\n", - " 4.2201e-02, 2.3711e-01, -4.9170e-02, -1.5893e-01, -1.0375e-01,\n", - " -1.6157e-01, 1.2011e-02, 8.9855e-02, -1.6744e-01, 5.9672e-02,\n", - " 1.2638e-01, -7.2508e-02, -1.6503e-01, 1.0823e-01, -9.6212e-03,\n", - " -3.0928e-02, -1.9600e-01, -6.5314e-02, 8.6465e-02, -1.0106e-01,\n", - " 4.4698e-02, -4.6217e-01, 1.7706e-01, -1.1506e-01, -2.0777e-02,\n", - " 2.3295e-02, 1.5582e-01, 3.5600e-02, -2.5429e-01, -4.4140e-02,\n", - " -4.2500e-03, -1.0922e-01, -8.1536e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0847, -0.1285, -0.1155, ..., -0.1188, -0.1045, -0.1027],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.3193e-02, 6.1696e-02, -3.0414e-02, 9.2428e-03, 6.2774e-02,\n", - " -1.7475e-02, 2.3334e-03, 9.1366e-02, 4.7319e-03, 4.7712e-02,\n", - " 2.0706e-02, 4.7369e-02, 2.5356e-02, 2.4446e-02, -9.7786e-02,\n", - " 1.5361e-02, 1.4166e-01, -5.6781e-02, 4.0337e-04, -3.8552e-02,\n", - " -6.7246e-02, -8.6694e-02, -6.3326e-02, -7.8780e-02, -2.1428e-02,\n", - " 3.9919e-02, -7.0970e-02, 8.6969e-02, -1.1631e-01, -3.1590e-02,\n", - " 5.5097e-02, 2.2397e-03, 3.8160e-03, 4.0153e-02, -5.4591e-02,\n", - " 8.3612e-02, 1.2654e-02, -1.4941e-02, -6.9888e-02, -6.7275e-03,\n", - " -1.4708e-02, 2.6765e-03, 1.1396e-02, -1.2817e-02, 5.5925e-03,\n", - " -7.8425e-02, -2.6602e-02, 1.1576e-01, 1.8585e-02, -7.5612e-02,\n", - " -6.9502e-02, -8.2003e-02, 6.7378e-02, -3.7439e-02, 4.5865e-03,\n", - " 6.5818e-02, -6.0729e-03, -1.5031e-01, -3.5955e-03, -1.0239e-01,\n", - " 5.3705e-03, 8.1586e-02, -5.0424e-02, -1.0779e-01, 1.4815e-02,\n", - " 6.6385e-02, -9.0652e-02, -4.5643e-02, 3.8518e-02, 1.0355e-02,\n", - " -1.7372e-01, 4.9256e-02, -1.1734e-02, -8.3033e-03, 1.1099e-02,\n", - " 2.9659e-02, 2.8240e-02, -8.8364e-03, -3.5798e-02, 1.3968e-01,\n", - " 3.9540e-02, -3.5522e-02, -1.9526e-02, 1.0553e-01, 5.3856e-02,\n", - " -1.8542e-01, -3.7206e-02, 2.5999e-02, -3.3317e-02, 9.6411e-02,\n", - " -3.1208e-02, -7.5331e-02, 8.8682e-03, -3.0611e-02, 9.5184e-02,\n", - " -8.4191e-02, 1.6084e-01, -8.9065e-03, -5.6921e-03, -8.5800e-02,\n", - " 4.7012e-02, 4.9047e-03, 2.2814e-02, 5.0796e-02, 1.3564e-01,\n", - " 9.9725e-02, -2.9694e-02, 2.0107e-02, -5.1575e-02, -1.6845e-01,\n", - " -1.8236e-02, -3.5151e-02, -5.0757e-02, 3.1386e-02, -3.6550e-02,\n", - " 8.6892e-02, -5.9750e-02, 3.9232e-02, -4.3663e-02, -4.0679e-02,\n", - " -2.5053e-02, 2.4421e-01, -9.1641e-02, -3.3646e-02, 1.6316e-01,\n", - " -1.4626e-01, 5.0700e-02, -1.0753e-04, -3.0286e-02, 5.4625e-02,\n", - " 8.6647e-03, -9.6484e-02, 1.6096e-02, -2.5934e-02, 4.1113e-02,\n", - " 1.8634e-02, 1.0306e-01, 3.6662e-02, 1.9753e-03, 1.5547e-01,\n", - " 3.9577e-03, 1.4248e-02, 1.2194e-02, 1.0581e-02, -8.0264e-02,\n", - " -1.7418e-02, 1.3083e-01, 7.9753e-02, -7.0718e-02, 1.4483e-01,\n", - " -2.0163e-02, 7.7986e-02, -1.5597e-01, 2.1856e-03, -1.2587e-02,\n", - " -1.3366e-01, 5.9010e-02, 3.4749e-02, -5.7156e-02, -2.4720e-02,\n", - " 3.5308e-02, -2.9035e-02, 2.3188e-03, 4.2099e-02, -4.4318e-02,\n", - " 1.4956e-01, 3.2269e-02, -1.0556e-01, 2.8885e-02, -2.8610e-02,\n", - " 5.4887e-02, 1.2133e-01, -4.4706e-02, 3.0671e-02, 5.6144e-03,\n", - " -1.0201e-01, 8.4825e-03, -2.3075e-02, -1.1550e-02, -3.9150e-02,\n", - " 2.6354e-02, 2.0229e-02, -5.9343e-02, -4.0397e-02, 1.3564e-02,\n", - " 1.4825e-02, -2.8627e-02, 6.1330e-02, -2.6856e-02, 1.7781e-02,\n", - " -3.1624e-02, -1.6102e-02, -4.8647e-02, -6.7068e-02, 1.3715e-01,\n", - " 6.6496e-02, -2.1389e-02, 1.1503e-01, -3.9943e-02, -9.0779e-03,\n", - " -3.4099e-02, -3.4969e-02, 3.3652e-02, -1.2307e-01, -3.2205e-02,\n", - " -1.7992e-03, 1.7170e-02, 4.2741e-02, -8.8389e-03, 5.1318e-02,\n", - " 8.1518e-02, -5.1519e-02, 4.1624e-02, 1.3534e-02, 4.6893e-02,\n", - " 1.3769e-01, -1.9921e-01, -1.5143e-02, 6.8204e-02, -8.4591e-02,\n", - " 8.0645e-02, 2.9998e-02, -4.8676e-02, 3.6937e-02, 9.9558e-02,\n", - " 4.1622e-02, 6.9070e-02, 4.7247e-02, 1.8445e-02, -3.1009e-02,\n", - " 4.7099e-02, -1.5114e-03, 1.5826e-02, 1.9309e-02, -1.3659e-02,\n", - " -6.2471e-02, -2.0329e-02, 1.0960e-01, -1.0062e-01, 4.0305e-02,\n", - " -3.7168e-02, -3.7178e-02, -3.1893e-02, -1.5842e-02, 2.1531e-02,\n", - " -8.7198e-02, -1.7491e-01, -8.9077e-02, 3.6280e-02, -1.9724e-01,\n", - " -2.3741e-02, 1.9397e-02, -1.0243e-01, 6.7117e-02, 7.8864e-02,\n", - " -3.3383e-03, -8.3458e-02, 1.7511e-02, 7.7581e-03, 3.3337e-02,\n", - " 1.8714e-02, -6.6034e-02, 3.0365e-02, 1.4291e-01, 2.2725e-02,\n", - " 4.5912e-02, -2.2058e-02, -1.9345e-02, 9.5462e-02, 3.9248e-02,\n", - " -7.2196e-03, -2.5189e-03, -3.9497e-02, 1.3643e-01, 3.5740e-02,\n", - " -1.0243e-01, -1.6788e-01, 1.1585e-01, 9.9881e-02, 1.6297e-02,\n", - " 3.6675e-02, -2.6349e-02, -7.2180e-02, -1.8820e-01, -2.8508e-02,\n", - " 1.7253e-02, -3.0049e-02, 4.1879e-02, 1.9856e-02, 5.8324e-02,\n", - " -1.5683e-02, -9.2131e-02, -6.3312e-02, -7.1657e-02, 6.7526e-02,\n", - " -1.7949e-01, 4.0100e-02, 1.8148e-02, 2.2313e-02, -8.5625e-03,\n", - " 1.7635e-02, 8.6234e-02, 1.0933e-01, 5.0928e-02, -4.8674e-02,\n", - " 3.9759e-02, -8.3747e-02, 9.1889e-02, -3.6738e-01, -1.5018e-02,\n", - " -6.3824e-02, -6.6875e-03, -3.7295e-02, 1.1325e-01, -4.3105e-02,\n", - " 1.1181e-01, -2.5197e-03, -3.8649e-02, -9.9112e-02, 1.3681e-01,\n", - " 1.9658e-02, 3.9101e-02, 3.1422e-02, -1.4681e-01, 4.7991e-02,\n", - " -2.9432e-02, -5.0878e-02, 1.0442e-02, -6.3670e-03, 3.7268e-02,\n", - " 9.8819e-02, -2.6494e-01, -3.8191e-02, 5.2734e-02, -5.7655e-02,\n", - " 3.0656e-02, -1.1810e-01, -9.4131e-02, -1.0491e-02, 3.0859e-02,\n", - " -7.1466e-02, -4.3754e-02, -7.9536e-02, 1.1315e-01, -1.0532e-01,\n", - " 1.4815e-01, -1.2031e-02, 8.5215e-03, 1.5699e-01, 5.2997e-02,\n", - " -3.3737e-02, 8.2002e-03, -5.1279e-02, 6.2042e-02, 3.7784e-02,\n", - " -1.2986e-02, -2.9111e-02, 5.3220e-03, 6.0768e-02, -7.1061e-03,\n", - " 4.6168e-02, -5.4765e-02, 5.3901e-02, 1.8448e-02, 5.9001e-02,\n", - " 3.4759e-02, -1.0341e-01, -1.5591e-02, -1.9240e-02, -1.6959e-01,\n", - " -9.7282e-02, 7.6586e-02, -1.8559e-02, 1.3151e-01, 2.7481e-02,\n", - " 3.0432e-02, 2.0360e-02, -1.2422e-01, -3.1675e-02, 4.6216e-02,\n", - " 4.1936e-02, -5.8775e-02, -2.1788e-02, -6.4134e-02, 4.7432e-02,\n", - " 9.4198e-02, 1.2322e-02, 3.4045e-02, -8.0027e-02, -7.6757e-02,\n", - " 4.6535e-02, -5.8291e-02, 3.9367e-02, -1.7128e-01, 1.0118e-01,\n", - " 3.8415e-03, -4.9895e-02, -1.9445e-01, 4.6231e-02, 3.2733e-02,\n", - " -3.5684e-02, 1.2348e-01, -1.1154e-02, -1.6810e-02, 2.2427e-02,\n", - " -6.2429e-02, -3.1474e-02, -4.8251e-02, -9.3056e-02, 1.8984e-04,\n", - " 9.0583e-03, 8.6479e-02, -2.1725e-02, 5.0894e-02, -9.6771e-02,\n", - " 2.5994e-02, -7.7122e-02, 5.7545e-02, 5.9022e-02, 5.3637e-02,\n", - " 7.4439e-02, -2.7797e-02, 1.1286e-01, 6.9879e-02, 6.2346e-02,\n", - " 7.2730e-02, -5.6907e-02, 4.7392e-03, -2.2133e-02, 1.9041e-02,\n", - " -3.0071e-02, -3.4036e-02, -2.4952e-02, -6.1508e-02, -1.1672e-01,\n", - " 1.4794e-02, -7.4657e-02, -9.1953e-03, 1.5283e-02, -7.6831e-02,\n", - " -1.1535e-01, -2.9873e-02, 1.1560e-01, 4.0823e-02, 3.5282e-02,\n", - " -1.8683e-02, 3.3259e-02, 6.7219e-02, 3.1124e-02, -1.0192e-01,\n", - " -4.8234e-02, -3.6186e-02, 9.0150e-02, -1.7470e-02, 1.7043e-02,\n", - " 7.0461e-02, 3.2304e-02, 5.6021e-03, -1.3806e-01, -4.5189e-02,\n", - " -4.6839e-02, -1.7165e-01, -2.7377e-02, -5.3807e-02, 7.4009e-02,\n", - " 5.4111e-02, -5.6457e-02, -1.4614e-01, -8.3454e-02, 1.0345e-01,\n", - " -5.2123e-02, -2.7161e-02, 3.7367e-02, 2.2510e-02, -3.3462e-02,\n", - " -1.0737e-01, -1.4062e-01, -5.6819e-03, -4.9825e-02, -5.5043e-02,\n", - " 1.2677e-01, -1.7465e-02, -6.7707e-02, -1.7162e-01, -5.8329e-02,\n", - " 6.9060e-04, 4.9649e-02, -6.0287e-03, -4.1616e-02, 3.2487e-02,\n", - " 6.9505e-03, 7.7715e-02, -4.1562e-02, 1.0474e-01, -4.0776e-02,\n", - " -2.5590e-02, 5.0096e-02, 6.5303e-02, 6.2892e-02, 3.5739e-02,\n", - " 2.1696e-02, -6.1961e-03, -3.3149e-02, -6.5646e-03, -4.1281e-03,\n", - " 5.0321e-02, 1.2183e-02, 1.7924e-03, -1.0509e-01, -5.2918e-03,\n", - " -1.0862e-02, -2.6768e-02, 5.6380e-02, -5.9952e-02, -6.7925e-02,\n", - " 5.0548e-02, -1.1497e-01, -1.2809e-01, 1.9187e-02, -2.8654e-02,\n", - " 5.0460e-02, 1.2488e-02, 3.3108e-02, 1.5263e-01, -9.3735e-02,\n", - " -1.8056e-02, -7.1492e-02, -4.7660e-02, 1.9358e-02, 4.2034e-02,\n", - " 7.1707e-02, -1.8754e-03, -1.5485e-02, -9.7430e-02, -7.8159e-03,\n", - " -7.7335e-02, -3.2274e-02, -3.6957e-02, -3.2467e-02, -1.2070e-01,\n", - " -8.0370e-02, -5.4206e-02, 1.5898e-03, -1.9303e-02, -5.9299e-02,\n", - " 4.3355e-02, 6.5522e-02, 4.2278e-02, 3.6946e-02, 6.6319e-02,\n", - " 2.7210e-02, 5.5001e-02, 5.5594e-02, -1.1338e-02, -1.1602e-02,\n", - " -2.8153e-02, 6.3600e-03, -1.1655e-02, 2.2731e-02, 3.1409e-02,\n", - " -2.4729e-02, 1.3115e-01, -1.3296e-03, -1.2185e-02, -1.0660e-02,\n", - " 1.6047e-02, 4.6211e-02, 7.0008e-02, 1.9612e-02, -8.4920e-03,\n", - " 4.3705e-02, 5.4195e-02, 6.7499e-02, 9.9997e-02, -9.4226e-03,\n", - " -4.1924e-02, -1.3924e-02, -2.0435e-01, 6.9626e-03, 3.6331e-02,\n", - " -2.7858e-01, 1.2822e-01, 1.0720e-01, -8.8995e-02, -4.4343e-02,\n", - " -5.7953e-02, 6.2282e-02, -3.3493e-02, -1.3681e-02, 1.0070e-01,\n", - " -2.2497e-02, 2.0616e-03, 1.0779e-02, 1.3922e-01, 4.7188e-02,\n", - " -1.0429e-01, 1.0819e-02, 4.3405e-02, 5.4587e-03, -5.3056e-02,\n", - " 3.0840e-02, 4.1007e-02, -7.5758e-04, 2.0112e-02, 5.8127e-02,\n", - " -7.3880e-02, -2.9966e-02, 1.7235e-01, 2.9041e-02, 7.5667e-02,\n", - " -4.2465e-04, 1.7643e-02, 1.0043e-01, -1.4244e-01, -1.7804e-01,\n", - " 3.2432e-02, -4.4097e-02, 4.3006e-02, -3.7331e-02, -1.0277e-01,\n", - " 1.7347e-01, 1.9166e-01, -3.5467e-02, 4.5209e-02, -5.6387e-02,\n", - " 9.6223e-02, 8.2298e-02, -6.8806e-02, -1.6822e-02, 3.0415e-02,\n", - " 7.5992e-02, -5.3591e-02, -1.1431e-02, 1.1005e-01, -7.9729e-02,\n", - " 7.6659e-03, -4.6789e-02, 4.9577e-02, -3.0401e-02, 8.3421e-02,\n", - " 7.4027e-02, -5.6707e-02, 5.5148e-02, -8.4465e-03, -1.1093e-02,\n", - " 7.5298e-02, 2.9557e-02, 6.7714e-03, -3.2875e-02, 5.9804e-02,\n", - " 8.2721e-02, 3.4886e-02, 3.4073e-02, 1.1920e-01, -7.6276e-02,\n", - " -4.8948e-02, -2.1498e-02, -3.1448e-02, 8.8292e-03, -4.1286e-02,\n", - " -3.7431e-03, 4.8253e-02, -1.1355e-01, -2.9573e-03, -1.9384e-02,\n", - " -1.1001e-02, 6.5338e-03, 6.6579e-02, -5.3184e-02, -3.6235e-02,\n", - " -1.1003e-01, 8.5203e-03, 1.1073e-02, -1.1838e-02, 5.0264e-02,\n", - " -1.4368e-01, -1.9391e-02, 2.0079e-03, 3.9091e-02, 3.6562e-02,\n", - " -2.8407e-02, -5.2782e-02, 3.7331e-02, 1.6678e-02, -3.4163e-02,\n", - " 1.6394e-02, 1.0279e-02, 2.5235e-02, 1.3490e-02, -5.6397e-02,\n", - " 7.8470e-03, -1.0222e-01, -6.6660e-03, 1.0351e-01, 6.8676e-02,\n", - " 2.5114e-02, -7.1583e-02, -4.7836e-02, -5.6187e-02, -8.9400e-02,\n", - " -2.6316e-02, -8.7864e-02, 1.0683e-01, 8.2583e-02, 4.1450e-03,\n", - " 1.8948e-02, -1.1599e-02, -1.6343e-01, 4.7243e-02, 7.2265e-02,\n", - " 2.6492e-02, 4.1961e-02, -2.5109e-02, 1.3410e-01, -1.8804e-01,\n", - " 5.2777e-02, 4.7821e-02, -9.2843e-02, 2.4022e-03, 9.8555e-02,\n", - " 8.6549e-04, 1.8896e-02, -2.2239e-02, -6.6493e-02, 6.7852e-02,\n", - " -1.3036e-02, 3.1947e-02, -7.1311e-02, 1.0847e-01, 4.6095e-02,\n", - " 1.5757e-02, 1.0810e-01, 8.2497e-02, 3.9997e-02, 1.4333e-01,\n", - " -7.6095e-02, 2.2679e-02, 6.9882e-03, 6.5081e-02, 3.4911e-04,\n", - " 1.9732e-02, -2.5342e-02, 1.9004e-02, 8.9478e-02, -5.4429e-02,\n", - " 3.2051e-02, -6.7308e-02, -1.2531e-01, 1.0519e-01, -1.4127e-02,\n", - " 6.2957e-02, 1.3382e-02, -3.3949e-02, 4.7767e-02, -1.0996e-01,\n", - " 1.6009e-01, -1.4209e-01, -8.8265e-02, 2.2497e-01, -1.7973e-02,\n", - " -2.9550e-02, 8.4943e-02, 2.1528e-03, -2.8130e-02, -7.3684e-02,\n", - " -7.4747e-02, -7.4627e-02, -1.7595e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8813, 0.8574, 0.8512, 0.8526, 0.8330, 0.8610, 0.8475, 0.9017, 0.9080,\n", - " 0.8548, 0.8236, 0.7640, 0.8154, 0.7753, 0.8775, 0.8510, 0.8718, 0.8299,\n", - " 0.9056, 0.8005, 0.8296, 0.8071, 0.8740, 0.8761, 0.8322, 0.8631, 0.8166,\n", - " 0.8683, 0.8236, 0.8615, 0.8992, 0.8337, 0.8596, 0.8725, 0.8882, 0.8769,\n", - " 0.8806, 0.8278, 0.8434, 0.7985, 0.8911, 0.8616, 0.8967, 0.8444, 0.9075,\n", - " 0.8404, 0.8393, 0.8953, 0.8783, 0.8907, 0.8322, 0.8688, 0.8408, 0.7435,\n", - " 0.8365, 0.8371, 0.8957, 0.7818, 0.8893, 0.8237, 0.8807, 0.8440, 0.7014,\n", - " 0.8134, 0.8952, 0.8622, 0.8810, 0.8853, 0.8510, 0.8675, 0.8824, 0.8996,\n", - " 0.8637, 0.8418, 0.8741, 0.8176, 0.8747, 0.7882, 0.8101, 0.8368, 0.8875,\n", - " 0.9039, 0.8825, 0.8346, 0.7804, 0.8437, 0.8226, 0.8475, 0.8893, 0.8900,\n", - " 0.8686, 0.8792, 0.6282, 0.8562, 0.8296, 0.8380, 0.7203, 0.7966, 0.8688,\n", - " 0.8941, 0.9195, 0.9096, 0.8622, 0.8116, 0.8199, 0.6073, 0.8599, 0.9117,\n", - " 0.8327, 0.8307, 0.8634, 0.8669, 0.8133, 0.8613, 0.8882, 0.8493, 0.8648,\n", - " 0.8952, 0.8846, 0.8306, 0.8527, 0.6541, 0.8301, 0.8386, 0.7568, 0.8510,\n", - " 0.8646, 0.8282, 0.8680, 0.8181, 0.8891, 0.8565, 0.7160, 0.8449, 0.8812,\n", - " 0.8800, 0.8443, 0.8347, 0.8675, 0.6837, 0.8911, 0.8762, 0.8844, 0.8872,\n", - " 0.8743, 0.4173, 0.8946, 0.8769, 0.8693, 0.8106, 0.8619, 0.8605, 0.7974,\n", - " 0.8914, 0.9066, 0.8281, 0.8619, 0.7919, 0.8546, 0.6623, 0.8849, 0.9010,\n", - " 0.8349, 0.8934, 0.8562, 0.8611, 0.8592, 0.8193, 0.5833, 0.8781, 0.8930,\n", - " 0.8631, 0.8211, 0.8537, 0.8891, 0.6439, 0.8567, 0.8635, 0.8482, 0.8703,\n", - " 0.8802, 0.9204, 0.8634, 0.8509, 0.8726, 0.8707, 0.8594, 0.8608, 0.8937,\n", - " 0.8637, 0.8771, 0.8201, 0.8435, 0.8869, 0.8592, 0.8442, 0.8914, 0.8087,\n", - " 0.8520, 0.8232, 0.8643, 0.8388, 0.6820, 0.8310, 0.8753, 0.8208, 0.8721,\n", - " 0.8286, 0.8925, 0.8309, 0.8310, 0.8830, 0.8280, 0.8409, 0.8666, 0.7001,\n", - " 0.7338, 0.8965, 0.7481, 0.8447, 0.8762, 0.8605, 0.8669, 0.8486, 0.8686,\n", - " 0.6879, 0.8354, 0.8216, 0.8687, 0.8874, 0.8553, 0.8584, 0.8441, 0.8982,\n", - " 0.8702, 0.8446, 0.8535, 0.8207, 0.9000, 0.8150, 0.8630, 0.8876, 0.8766,\n", - " 0.8385, 0.8640, 0.7107, 0.8110, 0.8682, 0.8426, 0.7779, 0.8537, 0.8356,\n", - " 0.8616, 0.8917, 0.9012, 0.8574, 0.8362, 0.8423, 0.8785, 0.8624, 0.8919,\n", - " 0.8551, 0.8650, 0.8673, 0.7859, 0.8217, 0.8785, 0.8540, 0.8686, 0.8906,\n", - " 0.8735, 0.8791, 0.8513, 0.8626, 0.9067, 0.8950, 0.8301, 0.8793, 0.8617,\n", - " 0.8583, 0.7996, 0.8628, 0.9083, 0.7008, 0.8836, 0.8823, 0.8805, 0.8607,\n", - " 0.8243, 0.9175, 0.8250, 0.7715, 0.8520, 0.8779, 0.8334, 0.8210, 0.7295,\n", - " 0.7835, 0.8704, 0.8655, 0.8944, 0.8827, 0.8852, 0.8977, 0.8590, 0.8269,\n", - " 0.7933, 0.8884, 0.4084, 0.8750, 0.8571, 0.7062, 0.8582, 0.8374, 0.8920,\n", - " 0.8502, 0.8911, 0.8807, 0.8632, 0.7858, 0.8681, 0.8550, 0.8368, 0.8743,\n", - " 0.8904, 0.8765, 0.8206, 0.8742, 0.8854, 0.8739, 0.8232, 0.7490, 0.8597,\n", - " 0.8765, 0.8744, 0.8831, 0.8533, 0.9091, 0.8985, 0.8750, 0.8200, 0.9193,\n", - " 0.8375, 0.8845, 0.8442, 0.6381, 0.8866, 0.8460, 0.8815, 0.8751, 0.8688,\n", - " 0.8832, 0.8890, 0.7148, 0.8950, 0.8928, 0.8601, 0.8472, 0.8254, 0.8753,\n", - " 0.8741, 0.8665, 0.8270, 0.8551, 0.8566, 0.8839, 0.8245, 0.8705, 0.8744,\n", - " 0.8418, 0.8784, 0.8750, 0.8840, 0.8707, 0.8572, 0.8885, 0.8927, 0.8753,\n", - " 0.8274, 0.9072, 0.8740, 0.5495, 0.8762, 0.8528, 0.8462, 0.9022, 0.8412,\n", - " 0.8769, 0.8708, 0.8432, 0.8087, 0.8515, 0.8590, 0.8756, 0.8969, 0.9161,\n", - " 0.8513, 0.8384, 0.8752, 0.8864, 0.8555, 0.8056, 0.8523, 0.8846, 0.8031,\n", - " 0.8443, 0.8945, 0.8578, 0.8770, 0.9007, 0.8560, 0.8611, 0.8978, 0.9036,\n", - " 0.8545, 0.8316, 0.8684, 0.8544, 0.8722, 0.7177, 0.8523, 0.7641, 0.8601,\n", - " 0.8381, 0.8428, 0.8618, 0.8833, 0.8498, 0.8771, 0.8214, 0.8864, 0.8550,\n", - " 0.8706, 0.8488, 0.8835, 0.9107, 0.8303, 0.8704, 0.8606, 0.8473, 0.8320,\n", - " 0.8932, 0.8504, 0.6695, 0.8896, 0.8343, 0.8651, 0.8422, 0.8698, 0.8208,\n", - " 0.9086, 0.9044, 0.8646, 0.8158, 0.9006, 0.9114, 0.8883, 0.8775, 0.8445,\n", - " 0.8512, 0.8519, 0.7237, 0.8934, 0.8669, 0.8694, 0.7955, 0.8093, 0.8528,\n", - " 0.8242, 0.8754, 0.8722, 0.8343, 0.8551, 0.8891, 0.8419, 0.8676, 0.8607,\n", - " 0.8766, 0.8285, 0.8542, 0.8760, 0.8453, 0.7799, 0.8644, 0.8501, 0.8655,\n", - " 0.8412, 0.8669, 0.8072, 0.8960, 0.8921, 0.8496, 0.8056, 0.8730, 0.8680,\n", - " 0.8537, 0.6681, 0.8364, 0.8860, 0.8386, 0.8345, 0.8928, 0.8571, 0.8425,\n", - " 0.8242, 0.9002, 0.8442, 0.8629, 0.8781, 0.8810, 0.8420, 0.8347, 0.8439,\n", - " 0.8941, 0.8481, 0.8192, 0.8496, 0.6907, 0.8544, 0.8522, 0.8977, 0.8024,\n", - " 0.8633, 0.8376, 0.8688, 0.9048, 0.8637, 0.8956, 0.8660, 0.7286, 0.8174,\n", - " 0.8114, 0.9067, 0.8627, 0.8975, 0.8630, 0.8596, 0.8728, 0.8486, 0.9381,\n", - " 0.8273, 0.7073, 0.8759, 0.8315, 0.8877, 0.7592, 0.8766, 0.8584, 0.8452,\n", - " 0.8369, 0.8964, 0.7909, 0.8820, 0.8943, 0.8772, 0.8836, 0.8574, 0.8113,\n", - " 0.8722, 0.8671, 0.8984, 0.8307, 0.8624, 0.8928, 0.8519, 0.8675, 0.8412,\n", - " 0.8895, 0.8942, 0.8919, 0.8447, 0.9022, 0.8825, 0.7692, 0.8581, 0.8797,\n", - " 0.9120, 0.7044, 0.8878, 0.8872, 0.8512, 0.8772, 0.8749, 0.8338, 0.8723,\n", - " 0.8767, 0.7994, 0.8949, 0.8207, 0.8931, 0.8974, 0.8651, 0.9117, 0.8572,\n", - " 0.8222, 0.8562, 0.8596, 0.8901, 0.8808, 0.8666, 0.8638, 0.9245, 0.8928,\n", - " 0.8492, 0.8890, 0.8438, 0.8917, 0.8082, 0.8580, 0.8653, 0.8883, 0.8379,\n", - " 0.9000, 0.8324, 0.7439, 0.8819, 0.8234, 0.9080, 0.8738, 0.8219, 0.8358,\n", - " 0.8828, 0.8906, 0.8790, 0.8710, 0.8765, 0.8622, 0.8555, 0.8575, 0.8903,\n", - " 0.8743, 0.8020, 0.8353, 0.8414, 0.8576, 0.8534, 0.8859, 0.8916, 0.8331,\n", - " 0.8655, 0.8642, 0.8610, 0.8890, 0.8087, 0.9034, 0.8833, 0.8577, 0.8949,\n", - " 0.8975, 0.8255, 0.9074, 0.8696, 0.8534, 0.8461, 0.7035, 0.8356, 0.7987,\n", - " 0.8718, 0.8909, 0.8449, 0.8834, 0.9051, 0.8959, 0.8970, 0.8840, 0.8512,\n", - " 0.9065, 0.8445, 0.8793, 0.8503, 0.7292, 0.8738, 0.8515, 0.8184, 0.9029,\n", - " 0.8663, 0.8617, 0.8595, 0.9118, 0.8565, 0.8954, 0.8962, 0.8441, 0.8857,\n", - " 0.8992, 0.8513, 0.8234, 0.9082, 0.8868, 0.8992, 0.8892, 0.8821, 0.8601,\n", - " 0.8985, 0.8706, 0.8370, 0.8303, 0.8259, 0.8512, 0.7235, 0.9122, 0.8712,\n", - " 0.8369, 0.8733, 0.8807, 0.8432, 0.7850, 0.8453, 0.8961, 0.8808, 0.8079,\n", - " 0.8559, 0.8169, 0.8819, 0.8486, 0.9151, 0.8492, 0.8704, 0.9060, 0.8247,\n", - " 0.8195, 0.8797, 0.8977, 0.8559, 0.8646, 0.8835, 0.8547, 0.8545, 0.8513,\n", - " 0.8657, 0.8455, 0.8733, 0.8876, 0.9435, 0.7991, 0.8326, 0.8656, 0.8135,\n", - " 0.8827, 0.8028, 0.8631, 0.8763, 0.8951, 0.8454, 0.8475, 0.8575, 0.8511,\n", - " 0.8594, 0.8631, 0.9036, 0.9041, 0.8887, 0.8229, 0.8564, 0.8613, 0.8296,\n", - " 0.7501, 0.8811, 0.8651, 0.7969, 0.8611, 0.8495, 0.8607, 0.8396, 0.8665,\n", - " 0.8096, 0.8464, 0.9159], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1390e-01, -1.1665e-01, 7.8831e-02, 7.7967e-02, -1.4219e-01,\n", - " 1.2784e-01, -1.4822e-01, -7.8678e-02, -1.9629e-02, -5.5068e-02,\n", - " -4.2984e-02, -1.8579e-01, 1.0454e-01, -2.2779e-01, -5.8268e-03,\n", - " -5.3282e-02, 5.9936e-02, 3.5439e-02, 1.9045e-02, -2.4963e-01,\n", - " -1.7383e-01, 1.6144e-01, -1.4571e-01, -9.3093e-02, 4.3411e-02,\n", - " -1.4294e-01, -1.3664e-01, 6.2726e-02, 7.5539e-02, -6.0494e-02,\n", - " 4.0832e-04, -8.3176e-02, -9.5793e-02, 6.5415e-02, -7.0307e-02,\n", - " 2.6282e-02, 4.2935e-02, -1.5579e-01, -1.5991e-01, 1.0939e-01,\n", - " -3.9300e-02, 1.0368e-01, 3.5295e-03, -1.2932e-01, -3.5269e-03,\n", - " -3.0062e-03, 9.7201e-02, 2.7446e-03, -1.0314e-01, 1.2189e-02,\n", - " 9.3643e-02, -9.2640e-02, -1.7134e-01, 1.0050e-01, -5.6707e-02,\n", - " 3.6613e-02, -4.1702e-02, 1.0311e-01, -8.9570e-02, 7.2566e-02,\n", - " 4.6769e-02, -5.3675e-02, 1.4685e-01, 1.0339e-01, -2.5685e-02,\n", - " -8.7600e-02, -6.6334e-02, -3.7195e-02, -8.0110e-02, 1.3150e-02,\n", - " 1.6758e-02, -1.9003e-02, 6.6557e-02, 1.5249e-02, -1.3911e-01,\n", - " -4.4544e-03, -5.6573e-02, -1.4977e-01, -5.6714e-02, -1.2452e-01,\n", - " 1.7443e-02, -2.5136e-02, -8.1386e-02, -1.5475e-01, -5.9629e-02,\n", - " -8.6546e-02, 8.2098e-02, -1.7970e-01, -7.0450e-02, -3.8163e-02,\n", - " -6.1856e-02, 1.8391e-02, -2.9808e-01, 8.3022e-02, -7.8621e-02,\n", - " -1.3045e-02, -1.6036e-01, 8.6826e-02, -9.0755e-03, 1.2548e-02,\n", - " -3.8580e-02, -1.0711e-01, -3.4880e-02, 5.7908e-02, -1.2068e-01,\n", - " -1.7428e-01, 4.0936e-02, -3.9346e-02, -8.4877e-02, -1.3258e-01,\n", - " -1.6746e-02, -8.8139e-02, 1.3441e-01, 1.3720e-01, 2.1094e-02,\n", - " -1.4026e-02, -7.0517e-02, -6.0341e-02, 1.3067e-02, -1.7649e-01,\n", - " 3.2949e-02, 1.6598e-01, 4.6720e-02, -5.9231e-02, 1.5344e-02,\n", - " 1.5880e-02, 6.3583e-03, -7.9375e-02, -2.4685e-02, 1.0417e-01,\n", - " -1.1213e-01, -1.0103e-01, 6.3944e-03, -8.4543e-03, 5.1865e-02,\n", - " 1.0469e-01, 1.8944e-02, -2.2005e-02, 8.2715e-02, 5.4739e-02,\n", - " -5.3725e-02, -9.0106e-02, -2.3370e-02, -3.8736e-02, -5.7885e-02,\n", - " 2.2179e-01, -7.1403e-03, 6.2460e-02, -3.2305e-02, -1.5639e-01,\n", - " -2.1774e-02, -1.1440e-01, 3.7080e-02, -5.4547e-02, -5.0078e-02,\n", - " 3.1363e-02, -1.3961e-01, -1.9091e-01, -8.7539e-02, -4.9687e-02,\n", - " -2.8066e-02, -6.6049e-02, 3.9579e-02, -6.6498e-02, -7.6860e-02,\n", - " -1.8619e-01, -7.5232e-02, 7.7713e-02, 1.6122e-01, 1.1884e-03,\n", - " 1.2504e-02, -1.0282e-01, -6.8311e-02, -1.9146e-01, -1.1679e-01,\n", - " -1.6831e-01, -8.8271e-02, -3.0835e-02, 3.6159e-02, -6.0488e-02,\n", - " -7.4274e-03, -2.4512e-02, -3.6684e-02, -1.8299e-01, -1.4365e-01,\n", - " 1.8132e-02, -1.7497e-01, -1.0901e-01, -1.4602e-01, -2.0933e-02,\n", - " 2.9321e-02, 1.5511e-01, -1.6747e-01, 1.1587e-02, -2.1141e-02,\n", - " -8.3440e-02, -3.0854e-02, -1.3174e-01, 2.7529e-02, -6.7364e-03,\n", - " 3.6528e-02, -1.4086e-01, -1.2504e-01, -8.3627e-02, 1.1236e-02,\n", - " -1.4942e-01, -1.0115e-01, -2.9840e-02, -4.7005e-02, -3.2924e-02,\n", - " -8.2666e-02, 8.3771e-02, -1.3540e-01, -1.2749e-01, -2.7795e-02,\n", - " 9.1797e-02, 3.6652e-02, -1.6011e-02, -1.6091e-01, -5.4946e-02,\n", - " -5.4214e-02, -1.6053e-01, -1.1983e-01, -5.9900e-03, -5.1154e-02,\n", - " -1.0895e-01, -9.7342e-02, 4.3075e-03, -1.0011e-01, -5.0399e-03,\n", - " -1.1000e-01, 7.1476e-03, -7.2436e-02, -2.4048e-02, -4.7255e-02,\n", - " -1.0045e-01, -7.2288e-02, -1.1302e-01, -3.8734e-02, 1.2784e-02,\n", - " -2.6237e-02, 2.5187e-02, -4.1754e-03, -2.6134e-02, 3.2518e-02,\n", - " -5.3409e-02, 8.9556e-02, -5.5301e-02, 2.5950e-02, 1.3418e-01,\n", - " -7.4396e-02, -9.7121e-02, -1.4815e-03, -8.5810e-03, 1.9281e-03,\n", - " 2.9663e-02, 8.9484e-02, 5.7098e-02, -8.5201e-02, -4.5369e-02,\n", - " -1.0570e-01, 8.3536e-02, -1.3177e-01, -3.2931e-02, -1.4440e-01,\n", - " -1.0173e-01, -2.7385e-02, -4.6725e-02, -1.0274e-01, -5.4094e-02,\n", - " -5.8594e-02, -4.9529e-02, -5.3373e-02, 2.8353e-02, 6.0680e-02,\n", - " -8.1981e-02, 6.1692e-03, 7.1972e-02, -2.2878e-02, 1.0981e-01,\n", - " -1.5983e-01, -1.1674e-01, -6.9300e-02, 4.5295e-02, 1.2084e-02,\n", - " -9.3912e-03, -6.4539e-02, -1.5068e-01, -1.3463e-01, -2.4047e-02,\n", - " -7.1621e-02, -7.4643e-02, 5.5769e-02, -3.3885e-02, -1.5425e-01,\n", - " -6.0234e-02, -2.2631e-02, -2.0503e-01, -1.1604e-02, 5.4391e-02,\n", - " 8.1761e-03, 2.1507e-02, -1.1163e-03, -6.1713e-02, -1.2849e-01,\n", - " -1.7019e-01, 4.6019e-02, 5.9621e-02, -7.0314e-02, 5.2985e-02,\n", - " -2.2976e-02, -8.9172e-02, -5.8457e-02, 8.7454e-02, -8.4727e-02,\n", - " 8.5664e-02, -3.5916e-02, -5.7460e-03, -3.4084e-02, -4.6146e-02,\n", - " -7.4513e-02, -3.8387e-03, -1.0033e-01, 2.9268e-02, -4.3624e-02,\n", - " -1.2249e-01, -3.6546e-02, -3.2154e-02, -1.0369e-02, -5.0400e-02,\n", - " -1.5590e-02, -1.1637e-02, 1.5974e-02, -1.5629e-01, 1.7407e-02,\n", - " -3.0625e-02, -5.8181e-02, -6.1492e-03, -3.9176e-02, -8.4612e-02,\n", - " -2.5534e-03, -1.1055e-01, -7.7808e-02, -1.3482e-02, 9.5974e-03,\n", - " -2.1181e-01, 1.4316e-02, 4.5502e-02, 3.6416e-02, 2.8010e-02,\n", - " -1.0117e-02, -1.4065e-01, -2.4300e-04, 4.3143e-02, -5.6624e-03,\n", - " 8.8525e-03, 1.0983e-02, -5.9229e-02, 9.8544e-02, -4.1654e-02,\n", - " -1.0534e-01, 5.7480e-03, 2.6208e-02, -4.3545e-02, -8.7024e-02,\n", - " -1.5548e-02, -2.1836e-02, -3.8114e-02, 1.0298e-02, -2.0284e-02,\n", - " 3.4147e-02, 2.6439e-03, -9.3330e-02, -5.4738e-02, 4.2688e-02,\n", - " -1.8756e-02, -2.9410e-02, -2.4548e-02, 8.1395e-02, -3.3935e-02,\n", - " -4.3599e-02, 1.1841e-01, -1.1681e-01, 7.1123e-02, -6.3510e-03,\n", - " -4.8680e-02, 5.9464e-02, -1.3177e-01, -8.3339e-02, 9.1023e-02,\n", - " -4.1967e-02, -6.2708e-02, -1.1090e-01, -3.8308e-02, -1.1182e-01,\n", - " -8.5756e-03, 2.7861e-03, -9.3864e-03, 1.6391e-02, -7.6644e-02,\n", - " -9.7901e-03, 4.2064e-02, -3.2841e-02, 3.4349e-02, -2.7945e-02,\n", - " 1.4071e-01, -1.1341e-01, -3.6469e-02, -6.6835e-02, -1.7925e-03,\n", - " 1.4326e-01, 3.8118e-02, -1.6209e-02, -1.1271e-02, 2.2338e-02,\n", - " -9.8916e-02, -4.1670e-02, -1.3785e-02, -8.8816e-02, 1.2707e-02,\n", - " 1.7138e-02, 1.3404e-01, -1.1331e-01, 6.4880e-02, 6.4197e-02,\n", - " -8.6263e-02, -4.9500e-02, 3.1972e-02, 2.2599e-02, -3.0710e-02,\n", - " -2.4831e-02, -6.6243e-04, -8.5255e-03, -5.7810e-02, -1.1216e-01,\n", - " -1.2129e-01, 9.0616e-02, -1.9404e-03, 1.1091e-02, 6.5962e-02,\n", - " -6.2329e-02, -8.2871e-02, -5.4778e-02, 1.0354e-01, -2.9214e-02,\n", - " -8.4231e-03, 6.0036e-02, -7.1029e-02, 8.3194e-03, 6.5129e-02,\n", - " -1.3680e-02, -7.2589e-02, -1.5742e-01, 1.3516e-01, -1.2590e-01,\n", - " -3.1945e-02, -1.6451e-02, -6.8513e-02, -2.4702e-02, 6.0106e-02,\n", - " -3.2388e-02, 7.9071e-02, -6.2730e-02, -1.9677e-01, -1.1503e-01,\n", - " 8.0264e-02, 8.2517e-02, -5.5305e-02, -1.1768e-01, -5.5024e-02,\n", - " -4.0631e-02, 5.5058e-02, -3.0103e-02, -1.3708e-02, -4.7523e-02,\n", - " -1.5087e-02, 1.0196e-02, -7.4297e-03, 4.5909e-02, -3.4873e-03,\n", - " 6.5345e-03, -8.3580e-02, -2.2941e-02, -5.3681e-02, 6.0409e-02,\n", - " -4.4018e-02, -1.0360e-01, -1.1562e-01, 1.1560e-01, -1.4434e-03,\n", - " -2.3169e-02, 3.0068e-02, -1.7445e-01, 4.3186e-02, 6.6103e-02,\n", - " -6.1207e-02, 2.0407e-01, -8.5580e-02, 2.7238e-02, -4.0028e-02,\n", - " -2.4874e-02, -3.9683e-02, -4.6737e-02, -5.0407e-02, 2.1016e-02,\n", - " 5.0805e-02, -1.4510e-03, -1.6641e-02, 3.9254e-02, -5.8193e-02,\n", - " -4.6452e-02, 3.4050e-02, -9.5315e-02, -3.6789e-02, 7.1892e-02,\n", - " -1.7678e-01, 6.4440e-02, -9.4712e-02, 7.1628e-02, -9.9155e-02,\n", - " 3.1993e-03, -9.2809e-02, -1.4075e-01, 4.9495e-02, 2.6812e-02,\n", - " -2.0903e-02, -7.2676e-02, -4.8262e-02, -1.0089e-01, -3.6742e-02,\n", - " 5.9245e-02, 5.7778e-03, -6.8968e-02, -9.2427e-03, -1.9557e-02,\n", - " 5.3600e-03, 1.5975e-02, -8.8211e-02, -5.1822e-02, 4.1611e-03,\n", - " -1.0023e-01, 6.9267e-02, 6.8400e-03, -7.6836e-02, -1.0431e-02,\n", - " 7.3596e-02, 6.7217e-02, 8.5371e-02, -8.0719e-02, -1.2290e-01,\n", - " 3.6945e-04, 1.1718e-01, -6.9809e-02, -9.9024e-02, -1.4840e-01,\n", - " 1.5997e-02, -1.0993e-01, -8.0660e-02, -1.0705e-01, -1.2745e-02,\n", - " -1.2986e-02, 2.4532e-02, 5.3248e-02, 1.9189e-02, -1.3375e-02,\n", - " -3.6296e-02, -7.8239e-02, 4.7332e-02, -2.9053e-02, -1.9499e-02,\n", - " -6.6485e-02, -2.1250e-02, -4.2672e-02, -8.2024e-02, -8.1351e-02,\n", - " -8.9959e-02, -1.3901e-02, -7.0075e-02, -8.2925e-02, -7.1737e-02,\n", - " 4.0327e-02, 1.9277e-02, -9.2309e-02, -5.7053e-02, -5.0018e-02,\n", - " -1.0186e-01, -2.5335e-01, -3.1588e-02, 2.2731e-02, 2.6649e-02,\n", - " -2.7793e-02, 9.5598e-02, -2.7437e-02, 2.6008e-02, -1.2188e-01,\n", - " -3.1583e-02, -1.1452e-01, -4.5263e-02, -9.9991e-02, -9.7824e-02,\n", - " -8.0818e-02, -6.4721e-02, 4.8815e-02, -9.1994e-02, -6.2005e-02,\n", - " -9.3439e-02, -6.3052e-02, -9.4674e-02, -9.1139e-03, -5.1104e-03,\n", - " 2.2302e-02, -7.2592e-03, -6.1536e-02, -4.0224e-02, -1.2194e-02,\n", - " -5.0976e-02, -4.1435e-02, 4.6077e-03, -7.7037e-02, -1.1271e-01,\n", - " -2.8697e-02, 4.5820e-02, 1.2351e-03, 1.7720e-02, -1.3660e-02,\n", - " -4.4712e-02, -1.8344e-01, 1.5368e-02, -3.6642e-02, 9.8411e-03,\n", - " -4.9670e-02, -1.3901e-01, 5.6113e-02, -1.5526e-01, -2.1385e-01,\n", - " -2.9478e-02, -1.0807e-01, -6.2420e-02, -8.5315e-02, -1.4957e-01,\n", - " 6.4303e-02, -8.0532e-02, -6.2750e-02, -8.4264e-02, -1.8904e-02,\n", - " -1.8970e-02, -4.7516e-02, 1.4014e-02, -1.6170e-02, -1.6056e-01,\n", - " -2.4450e-02, -3.3146e-02, -2.1757e-02, -9.9578e-02, 5.7499e-02,\n", - " -3.5133e-02, 1.3578e-02, 7.4952e-03, -2.6173e-02, 2.0284e-02,\n", - " -5.9353e-02, 1.8639e-02, -8.2435e-02, 3.1317e-03, -6.3031e-02,\n", - " 2.5431e-02, -3.2412e-02, 1.5484e-02, -7.1239e-02, 2.5012e-02,\n", - " -3.1950e-02, -1.5165e-01, -2.0520e-02, 5.9398e-02, -5.7582e-02,\n", - " 8.9468e-03, -1.7598e-01, -4.7102e-02, -8.2343e-02, 2.2838e-02,\n", - " -1.1826e-01, 1.6896e-02, -1.2250e-01, 4.9143e-02, -3.1080e-02,\n", - " 8.4133e-02, -1.5245e-01, 3.9442e-02, 8.7750e-03, -4.5157e-02,\n", - " -2.7348e-02, -1.3242e-01, -5.8362e-02, -8.6614e-02, 5.9548e-02,\n", - " -1.7448e-01, 8.1735e-02, 5.3137e-03, -8.9261e-02, 7.2023e-02,\n", - " -1.2011e-01, -2.0418e-02, 6.9912e-02, -2.8254e-02, -5.5049e-03,\n", - " -7.3350e-02, -2.0064e-01, -1.2997e-01, -6.8822e-02, -1.4080e-02,\n", - " 4.4765e-02, -1.2806e-01, -3.2615e-02, -9.6477e-02, 8.4426e-02,\n", - " -7.4945e-02, -1.3258e-02, -9.8831e-02, -9.7651e-02, -9.8774e-02,\n", - " 4.5569e-02, 7.1473e-02, -5.3017e-02, 3.0854e-02, -1.0203e-01,\n", - " -2.5931e-02, -1.9127e-02, -4.3186e-02, 9.1931e-02, -9.0020e-02,\n", - " 7.7260e-02, -1.0540e-01, -6.9562e-02, -5.2821e-02, -1.4137e-01,\n", - " -5.4485e-02, -1.4792e-01, 1.2444e-02, 7.9305e-02, 1.6976e-02,\n", - " 5.6281e-02, -5.0034e-02, -9.4223e-02, 5.0014e-02, -6.4389e-02,\n", - " -9.6374e-02, -1.2395e-02, 1.6991e-02, -7.5919e-02, -4.8153e-02,\n", - " -6.2486e-03, 8.4230e-02, 4.2237e-03, -8.4307e-02, -2.1625e-02,\n", - " -5.7297e-02, 2.3033e-01, -1.1155e-01, 2.9333e-02, -3.7273e-02,\n", - " -4.5407e-02, -1.0447e-01, -5.3914e-02, 8.0090e-02, -4.6270e-03,\n", - " -2.5479e-02, -8.2794e-03, -2.5881e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.7401e-02, -1.9291e-01, 4.3323e-02, 1.7938e-01, -8.0236e-02,\n", - " 2.4005e-01, -1.1202e-01, -7.8751e-02, 1.3820e-01, -2.4162e-01,\n", - " 1.9788e-01, -3.2046e-01, 3.5266e-02, 5.7152e-01, -5.9514e-02,\n", - " -2.5558e-02, 9.7958e-02, -4.7495e-02, -2.0452e-01, 3.0384e-04,\n", - " 3.0269e-01, 4.9826e-02, -2.9197e-02, 2.3859e-01, 1.9353e-01,\n", - " 1.0818e-01, 2.7912e-01, 6.2726e-02, -1.7285e-01, 4.8728e-02,\n", - " 1.9279e-02, -6.0480e-01, 3.9256e-01, -7.9017e-02, 1.6132e-01,\n", - " -1.3183e-01, 3.9428e-02, -1.7957e-01, -3.6977e-01, -9.7590e-02,\n", - " 2.4884e-01, -5.0123e-01, -1.2705e-01, 1.8036e-01, 2.6864e-01,\n", - " -3.3052e-02, 4.0202e-02, -2.3219e-01, -2.2097e-01, -7.6807e-01,\n", - " -1.4138e-01, -3.0365e-02, 1.5214e-01, 2.2344e-02, -1.1351e-01,\n", - " 5.1425e-01, -6.0770e-02, 1.0859e-01, 2.2945e-01, -5.8607e-02,\n", - " 1.5877e-01, 3.0504e-01, 1.5530e-02, -1.7050e-01, 2.5679e-02,\n", - " 3.4530e-02, -4.4972e-02, 1.1572e-01, -1.0898e-02, -2.4639e-01,\n", - " 2.0304e-01, 5.1958e-02, 8.2174e-02, -3.7794e-02, -9.4073e-02,\n", - " 1.0866e-01, -5.7799e-02, 5.4606e-02, 6.5927e-02, -2.3248e-02,\n", - " 3.0077e-03, -4.2155e-02, -3.7933e-02, -4.9624e-02, -1.0784e-01,\n", - " 3.4556e-02, -3.9302e-02, -1.0872e-01, -7.1739e-02, 9.6908e-03,\n", - " 9.0675e-03, -7.1353e-02, -8.7316e-02, 4.7099e-03, -6.6161e-02,\n", - " -2.3102e-02, -8.1012e-03, 6.9632e-02, 1.5587e-02, 9.7417e-02,\n", - " -3.4201e-02, 6.8928e-02, -9.7154e-02, 7.0142e-02, 7.6802e-02,\n", - " 1.1351e-01, 1.1783e-02, 4.7201e-02, 4.3435e-02, -7.4256e-02,\n", - " -9.7082e-03, -4.2258e-02, -1.5530e-02, -9.8819e-02, -1.4638e-01,\n", - " -4.6412e-02, -1.0261e-01, -1.4291e-02, -3.7498e-02, 7.4583e-02,\n", - " 4.3043e-02, -9.8697e-02, -2.0072e-02, 2.0106e-01, -1.4984e-01,\n", - " -6.7465e-02, -1.0095e-01, -8.5957e-02, -3.5652e-03, -1.1572e-01,\n", - " 4.6878e-02, -3.4828e-02, 6.4929e-02, -7.7147e-02, -2.4635e-02,\n", - " 6.6648e-02, -7.9239e-02, -1.7105e-01, -3.7808e-02, 2.5104e-02,\n", - " 4.2505e-02, 2.8048e-02, 1.4517e-01, 4.0346e-02, 9.6284e-04,\n", - " -4.8951e-02, 2.9839e-02, 3.6595e-02, -7.8285e-02, 5.8430e-02,\n", - " -3.1545e-02, 1.3572e-05, 3.9711e-02, 1.2736e-01, -8.7563e-02,\n", - " 3.9859e-02, 1.0033e-01, -7.4510e-02, -1.6218e-03, 3.5997e-02,\n", - " 4.7103e-02, 4.5471e-02, -1.7895e-02, -7.7034e-02, 5.9095e-02,\n", - " -4.3738e-02, 7.9470e-02, 5.1710e-02, 2.1161e-02, 3.7506e-02,\n", - " 6.1330e-02, 3.5609e-02, -1.2313e-01, 2.2542e-02, 5.6095e-02,\n", - " 5.3364e-02, -3.5278e-02, 7.1244e-02, 8.2379e-04, -5.6600e-02,\n", - " -1.1471e-02, -4.4076e-02, 4.8719e-02, 3.7014e-02, -1.7388e-02,\n", - " 1.2162e-03, -1.0723e-01, 3.7519e-02, -3.0026e-02, -3.3506e-02,\n", - " 1.1565e-02, 3.1384e-02, -6.5740e-02, 8.3105e-03, -1.7270e-02,\n", - " 7.8223e-03, 2.5945e-01, -2.7431e-02, 2.2435e-02, -2.7130e-02,\n", - " -7.4701e-02, 4.8946e-02, 7.8298e-02, 2.8335e-02, -6.6221e-02,\n", - " -5.1260e-03, 1.5789e-02, 1.3513e-01, 1.2040e-01, -1.4774e-02,\n", - " -1.4304e-01, -1.7764e-01, 1.2650e-02, 1.3414e-01, 8.3950e-02,\n", - " 1.1077e-01, -3.2819e-03, 5.2631e-02, 2.3453e-02, 6.4731e-03,\n", - " 1.8291e-03, 2.3977e-02, 2.0584e-01, 9.5416e-02, -3.4927e-02,\n", - " -1.7747e-01, -1.0400e-02, 9.0581e-04, 1.6166e-02, 5.9650e-04,\n", - " -4.8536e-02, -1.0709e-02, -9.3212e-02, -6.7488e-02, 1.1837e-01,\n", - " 1.2597e-02, 6.4708e-03, -9.4143e-03, 7.5260e-02, 5.7329e-02,\n", - " -8.8307e-02, -6.3424e-02, 1.6317e-02, -3.5685e-02, -6.1375e-02,\n", - " 2.3274e-02, 1.9794e-02, -9.0860e-03, -7.3606e-02, 9.4653e-02,\n", - " -2.8704e-02, -4.9168e-02, -2.9979e-02, -9.5690e-04, -1.3449e-01,\n", - " -1.3013e-02, -3.5617e-02, 9.0639e-02, -1.1522e-02, 8.8135e-03,\n", - " 1.6642e-02, 4.7921e-02, -3.1218e-02, 6.6427e-02, 2.2744e-02,\n", - " 1.6848e-01, 2.0963e-02, 8.0559e-02, 2.5272e-02, 4.7366e-03,\n", - " 4.9050e-02, -2.0236e-02, 5.1112e-02, 3.3184e-02, 2.3881e-02,\n", - " -2.0470e-02, 6.0018e-03, 7.2297e-02, -1.9234e-02, 1.5953e-01,\n", - " 2.2193e-02, 8.5221e-02, 2.5792e-02, -5.1984e-02, 3.1775e-02,\n", - " 8.4801e-02, 1.1435e-01, 3.5538e-02, -2.1207e-02, 8.3370e-02,\n", - " 2.7088e-02, -8.8519e-02, 9.1213e-02, 9.5087e-02, -1.2118e-02,\n", - " -8.5363e-02, 8.6120e-03, 1.2580e-02, -7.6445e-02, 9.3554e-03,\n", - " -5.4501e-02, -8.5012e-02, 1.8553e-02, -6.7776e-02, -6.8568e-02,\n", - " 2.3525e-02, 1.3468e-02, 1.0999e-01, -8.7911e-02, 1.0159e-01,\n", - " -5.1901e-02, 3.6815e-02, -3.4808e-02, 4.5627e-02, -8.6520e-02,\n", - " -2.3993e-02, -1.5043e-02, 2.7044e-02, -2.3963e-02, -5.5387e-03,\n", - " 8.8432e-02, 2.8200e-01, -2.5186e-01, -1.5410e-02, -1.6501e-02,\n", - " -1.4623e-03, -3.3067e-02, -3.3572e-02, -1.1046e-01, 5.6020e-02,\n", - " -1.3662e-02, -1.0006e-02, 9.0125e-02, 7.4870e-02, -1.2805e-01,\n", - " -2.1124e-01, -2.9786e-02, -1.3784e-01, 6.4861e-02, -9.5555e-02,\n", - " -1.2770e-01, 1.0024e-01, 1.4802e-02, -4.4453e-02, -8.7169e-02,\n", - " -3.9633e-03, -2.4002e-01, 5.7239e-02, 1.0228e-01, -3.3580e-03,\n", - " -9.9570e-02, 9.5709e-02, 5.9332e-02, -1.1028e-01, 1.9294e-01,\n", - " -1.4885e-01, 6.1422e-02, -4.2677e-02, -7.5416e-02, -3.4016e-02,\n", - " 2.7294e-02, -5.3553e-02, 2.9993e-02, -3.1759e-02, 4.0601e-01,\n", - " 2.3167e-02, 3.2866e-02, 4.1195e-02, -5.6629e-03, -3.2880e-02,\n", - " -9.0919e-02, -3.3525e-02, 3.9037e-02, 6.9891e-02, -8.6486e-03,\n", - " 3.0687e-02, 9.5992e-02, -4.4150e-02, -6.4296e-02, -3.0199e-01,\n", - " -2.2590e-01, -4.1151e-01, -4.3698e-01, 7.5826e-02, -2.4988e-01,\n", - " -8.2912e-02, -3.4150e-02, 1.7640e-01, -1.0418e-01, 2.3403e-02,\n", - " -2.0422e-01, -1.2157e-02, 3.6635e-02, 2.1835e-01, -1.2326e-01,\n", - " 3.8653e-02, 5.7464e-02, 2.0802e-03, -8.1775e-02, -1.7244e-01,\n", - " -6.4426e-02, -1.0049e-01, 2.9854e-02, -1.8018e-01, 4.8382e-02,\n", - " -3.8950e-02, -6.3456e-02, -1.5157e-01, -3.9102e-02, -3.3721e-02,\n", - " -2.4625e-01, 5.4934e-03, 1.3207e-01, -8.3650e-03, 8.7725e-02,\n", - " -2.9042e-01, 2.7721e-01, 1.0687e-01, 4.1447e-02, -1.5541e-01,\n", - " -9.4352e-02, -1.7287e-01, -4.3980e-02, -6.5762e-02, -5.7427e-02,\n", - " 6.6827e-04, 5.9933e-02, 1.3544e-01, -7.2072e-02, 7.1482e-02,\n", - " -8.5740e-02, 8.3660e-02, 1.0695e-02, 3.3234e-02, -7.0859e-02,\n", - " 1.9967e-02, -1.1350e-01, 1.6345e-02, 6.8226e-02, -2.1934e-01,\n", - " 4.6143e-04, -2.5745e-02, -3.2159e-01, 1.5358e-02, 7.9365e-02,\n", - " -3.4820e-02, -1.4596e-01, 7.2880e-02, -2.0824e-05, 4.7024e-02,\n", - " 2.5688e-01, -4.7095e-01, -6.6639e-02, 4.8159e-01, 2.6234e-01,\n", - " 3.5385e-01, 3.9258e-01, -3.4655e-01, -1.9475e-01, -9.8058e-02,\n", - " 8.9933e-02, -5.7762e-02, -1.6486e-01, 1.5234e-01, -3.8826e-01,\n", - " -2.0400e-01, -2.3079e-01, -2.1718e-01, -8.6208e-02, -1.4926e-01,\n", - " -2.0054e-01, -2.7061e-01, -1.2592e-01, -1.6973e-01, 2.1768e-01,\n", - " -1.5391e-01, -2.4069e-01, 2.1508e-01, -2.5296e-01, 4.2894e-01,\n", - " 3.7157e-03, 4.0459e-02, -4.6713e-01, -2.9303e-02, 2.1096e-01,\n", - " 1.6176e-01, 6.1145e-04, 1.8605e-01, -1.3775e-01, 3.4399e-01,\n", - " -5.6662e-01, -2.7615e-01, -5.0557e-01, 2.8335e-01, -5.8811e-01,\n", - " -7.0092e-01, 2.8765e-01, 3.3375e-01, -1.7870e-01, 2.1806e-01,\n", - " 2.2881e-02, -3.0103e-01, 1.0171e-01, -1.7965e-01, -1.1183e-01,\n", - " 7.2925e-02, -3.9713e-01, -1.0196e-01, -1.0436e-01, 7.9703e-02,\n", - " -5.9812e-02, -5.3056e-01, 6.5432e-02, 3.6535e-02, -5.3827e-02,\n", - " -6.2709e-02, -2.8601e-02, 5.2201e-03, 4.7674e-02, -6.8753e-02,\n", - " 9.7936e-02, 3.5278e-02, -2.0344e-02, -3.9926e-02, 3.8153e-02,\n", - " -1.1066e-01, -1.0533e-01, -8.5338e-03, -2.0358e-02, -6.9203e-02,\n", - " -2.9690e-02, -1.1890e-01, -5.2118e-02, 9.9308e-02, -6.5722e-02,\n", - " -6.0665e-02, 3.2036e-02, -1.4648e-01, -1.5592e-02, -6.1896e-02,\n", - " 2.2321e-03, -9.4182e-03, -1.2984e-01, 4.7386e-02, 9.7452e-02,\n", - " -2.6901e-02, -3.1980e-02, -2.7670e-02, 3.0195e-02, -2.8657e-02,\n", - " -1.7345e-02, -1.3053e-02, -8.2754e-02, -5.6725e-02, 4.4882e-02,\n", - " 5.9572e-02, -2.3670e-02, 1.8529e-02, -7.2095e-02, 6.0430e-03,\n", - " -1.3751e-02, 7.8475e-02, -4.7651e-03, 1.5870e-01, 5.7106e-02,\n", - " -1.9217e-02, 1.0148e-01, -2.0870e-02, -3.3065e-02, 5.4554e-02,\n", - " 3.1362e-02, 5.4967e-02, -1.7688e-02, -2.6511e-02, 5.2095e-02,\n", - " 5.4950e-02, 3.0885e-02, -2.7935e-01, -1.7911e-01, -3.6325e-02,\n", - " 8.0177e-02, -9.2838e-02, 2.6680e-01, 5.2826e-02, 5.2659e-01,\n", - " 2.3738e-02, -2.7004e-02, -1.1598e-01, 8.2998e-02, -5.3937e-03,\n", - " 1.2544e-01, 4.6839e-02, 1.3354e-01, -6.8599e-02, -7.4546e-02,\n", - " -7.6010e-02, -7.5588e-02, -1.3243e-01, -4.3550e-01, -3.6437e-01,\n", - " -2.3909e-02, -1.5308e-03, -1.0018e-02, -2.7686e-02, 1.8601e-02,\n", - " -2.1496e-03, 1.0781e-01, -1.0217e-01, -6.2894e-02, 6.3951e-02,\n", - " 2.2398e-02, -1.0495e-01, -1.0544e-01, 4.1004e-02, -6.6425e-03,\n", - " -3.1254e-03, -1.4618e-01, -2.8819e-02, 4.8572e-03, 5.5334e-02,\n", - " -2.4217e-01, -2.2615e-01, -1.6632e-01, -9.2963e-03, 2.9202e-02,\n", - " -6.0500e-04, -2.3830e-01, -1.0281e-01, -1.0042e-01, 4.7992e-03,\n", - " 3.5260e-01, -1.2483e-01, -1.1267e-03, 2.3980e-02, -1.2845e-01,\n", - " 1.9506e-01, 9.3427e-02, -1.6417e-02, 6.6907e-02, 9.7830e-03,\n", - " 4.8175e-03, 7.3457e-02, 5.4863e-02, 7.7609e-02, 7.5370e-02,\n", - " -1.4311e-01, -3.1666e-02, -9.1558e-02, 1.0005e-01, -6.1133e-02,\n", - " -1.1792e-01, 9.4439e-02, 5.4228e-03, -2.7255e-02, 7.1354e-02,\n", - " 1.1114e-01, -3.9307e-02, 8.5591e-02, -2.6156e-02, 8.7522e-02,\n", - " -1.1720e-02, 1.2673e-01, -1.9623e-02, -4.9810e-02, 4.1353e-02,\n", - " 2.1537e-02, 3.2684e-02, -6.0462e-02, -5.7426e-02, 3.7954e-02,\n", - " 1.2734e-01, -2.6477e-02, 2.0659e-02, 1.0931e-03, -1.0296e-02,\n", - " -1.2209e-01, 5.4027e-02, 3.3193e-02, 1.1389e-01, 1.4029e-01,\n", - " -6.6942e-03, 1.0500e-02, -1.1846e-01, -2.1476e-02, 9.7272e-02,\n", - " -1.1038e-01, -3.9916e-02, 1.1623e-01, 7.3951e-02, 7.8511e-02,\n", - " -1.4695e-02, -2.5335e-02, 1.8448e-01, -1.7120e-02, -3.6414e-01,\n", - " 6.1059e-02, 3.4991e-02, -1.8360e-01, -5.5163e-02, 1.2012e-02,\n", - " -1.1553e-02, 1.0856e-02, 1.2387e-01, 5.9824e-02, 4.5210e-02,\n", - " 1.2616e-01, -5.2116e-02, -2.8955e-01, -2.5435e-02, -3.5189e-02,\n", - " -2.8003e-01, -1.6785e-03, 2.0809e-02, -1.8647e-02, 3.6469e-02,\n", - " 1.0084e-01, -3.1630e-02, 1.4494e-01, 2.7698e-02, 9.1592e-02,\n", - " 1.7535e-02, -6.8275e-02, -6.4260e-03, -1.7920e-01, 7.6568e-02,\n", - " 1.5092e-01, 1.3750e-02, 1.4350e-02, -3.1672e-02, -6.9084e-02,\n", - " -2.6363e-02, 2.6504e-03, -3.0310e-01, 1.5175e-02, 1.5714e-02,\n", - " -6.7489e-02, -4.6076e-02, -2.4279e-02, 3.4887e-02, 4.4388e-02,\n", - " -3.8094e-05, 8.2800e-03, -5.3391e-02, -3.3122e-02, 1.3488e-03,\n", - " -8.6461e-03, -7.5108e-02, 9.4278e-03, -9.8894e-02, -1.7617e-01,\n", - " 5.8668e-02, -6.0852e-03, -8.1850e-03, -1.5102e-03, -1.4256e-01,\n", - " 2.7651e-02, 1.3266e-01, -4.5344e-02, 3.4987e-03, 4.7621e-02,\n", - " 1.4191e-01, -6.6175e-02, 4.5432e-02, 2.9622e-02, 3.3786e-02,\n", - " -2.9737e-02, 1.0960e-02, 6.1805e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.8864e-03, -3.7920e-03, -1.0204e-02, 9.6965e-03, -9.4182e-04,\n", - " -9.1801e-03, -6.6994e-03, -6.8458e-03, 1.0434e-03, 1.1223e-02,\n", - " -6.3290e-04, -1.4645e-02, -1.7272e-03, -1.7601e-04, -5.9446e-03,\n", - " -2.0997e-03, -3.7822e-03, 8.9314e-03, 6.8931e-04, -9.1639e-03,\n", - " 7.5055e-03, 8.7156e-04, 6.5694e-03, -6.9106e-03, 4.8351e-03,\n", - " -1.1603e-03, 5.5579e-03, 4.9860e-03, 1.3077e-03, -3.7074e-03,\n", - " -2.7086e-03, 8.2095e-03, -3.3429e-03, 4.0947e-03, 7.9517e-03,\n", - " 3.0151e-03, 5.9390e-03, 2.5865e-03, 3.6677e-04, 1.1440e-02,\n", - " -1.6160e-03, -3.2119e-03, 2.7412e-03, 2.6648e-03, -1.1376e-02,\n", - " -7.2017e-03, 2.1323e-03, -6.9598e-05, 7.5300e-03, 5.3440e-03,\n", - " 7.6919e-04, -2.5566e-03, -6.7765e-03, -2.5441e-03, -3.3530e-03,\n", - " 9.6085e-04, 5.9524e-03, 8.5567e-03, -9.3078e-03, -2.2102e-03,\n", - " -3.1527e-03, -1.3124e-03, -5.5001e-03, 1.4377e-03, -3.4542e-03,\n", - " -2.0842e-03, 1.8147e-03, -2.7070e-03, 8.9651e-03, 6.5369e-03,\n", - " -4.4592e-03, -1.8053e-03, -5.5572e-04, -8.1231e-04, 2.2218e-03,\n", - " -6.3143e-03, -2.3270e-03, 9.6768e-04, -2.5219e-03, -5.3091e-04,\n", - " 1.2673e-03, -9.8661e-05, 3.1251e-04, -1.1379e-03, -3.0799e-03,\n", - " -4.2686e-03, -4.7291e-03, -2.1221e-03, 4.3327e-03, -1.3494e-03,\n", - " -1.7631e-03, -2.0291e-03, -1.9567e-03, -3.6595e-05, -3.4878e-03,\n", - " 1.4382e-03, -1.5259e-03, -9.2281e-03, -2.3213e-03, -2.2544e-04,\n", - " -2.4641e-03, -9.4448e-03, -2.6212e-03, -7.5622e-03, 3.1935e-03,\n", - " -2.8990e-03, 1.1717e-03, 7.6283e-03, 1.7658e-04, -6.1153e-04,\n", - " -3.2401e-04, 6.5781e-04, 3.1908e-03, -2.0966e-03, -5.4493e-03,\n", - " 3.1613e-03, -3.9642e-03, -4.5325e-03, 3.4783e-03, 8.8594e-04,\n", - " 2.6833e-03, 1.7678e-03, -4.0250e-04, -5.1945e-03, 1.6859e-03,\n", - " 1.6479e-03, -4.1935e-03, -5.7644e-03, -4.6200e-03, -1.4830e-03,\n", - " 1.5467e-03, -6.2534e-04, -1.4941e-03, 2.8613e-04, 1.8572e-03,\n", - " -6.1249e-03, 6.0235e-04, -4.2025e-04, -1.9017e-03, -1.5404e-03,\n", - " -1.7946e-03, 5.1760e-03, -3.1946e-03, 4.7664e-04, -8.2404e-04,\n", - " 3.8312e-04, -1.5869e-03, 1.6525e-04, -1.2294e-03, -4.4211e-03,\n", - " 6.8137e-04, -3.8578e-04, 2.0197e-03, -1.0238e-03, 5.8450e-04,\n", - " 1.0547e-03, -1.4884e-03, -8.7190e-05, 3.8967e-04, 1.1453e-04,\n", - " -5.0942e-03, 9.1090e-04, -2.2266e-03, 2.0957e-03, -2.2978e-04,\n", - " 7.8712e-03, -2.5771e-03, -8.2943e-04, -1.2981e-03, -4.4920e-03,\n", - " 2.3816e-03, 1.4135e-03, 1.6135e-03, -1.2878e-03, 1.7790e-03,\n", - " -3.8769e-04, -6.4455e-03, 1.9155e-04, -1.5852e-03, 6.1532e-04,\n", - " 3.3506e-03, -2.0754e-03, -1.0843e-03, 2.7724e-03, -2.4932e-03,\n", - " -4.0104e-04, -2.2142e-03, 2.0399e-03, -2.4692e-03, 2.2686e-03,\n", - " -9.1335e-04, -9.8656e-04, -2.3671e-03, 9.2383e-03, -1.4735e-02,\n", - " 4.1297e-03, 8.6690e-03, 1.8570e-03, 2.2227e-03, -7.9687e-03,\n", - " 3.5640e-04, 2.3982e-03, -1.1389e-03, 5.5696e-03, -3.6811e-03,\n", - " 5.0381e-03, -1.7867e-03, 8.3245e-04, -7.3718e-03, 5.9949e-03,\n", - " -1.7438e-03, -8.1021e-03, 6.4859e-03, 5.7550e-03, 2.9357e-03,\n", - " 5.7179e-03, 4.6345e-03, 5.9657e-03, 4.8382e-03, -1.5555e-03,\n", - " 1.1156e-03, 4.5944e-03, 1.5010e-02, -2.0269e-03, -4.8763e-03,\n", - " -2.0839e-04, -5.1766e-03, 1.7482e-03, -1.8701e-03, 1.1025e-04,\n", - " -5.6711e-03, 2.1185e-03, -7.2874e-03, 2.2598e-03, 1.0162e-02,\n", - " 1.8845e-03, -1.4699e-03, -3.7169e-03, -2.6841e-03, -1.6907e-03,\n", - " -6.3081e-03, 4.3452e-03, 4.6513e-03, -5.9412e-03, 8.4986e-03,\n", - " 2.9962e-03, -4.8494e-04, 1.3852e-03, -8.3101e-03, 4.3592e-03,\n", - " 4.3225e-03, 1.3832e-03, 2.7971e-03, -1.1173e-03, -1.3535e-02,\n", - " -2.3157e-03, -2.3111e-03, 1.1161e-03, 5.7665e-03, -8.4509e-04,\n", - " 2.7114e-04, -8.9070e-04, 3.0386e-04, -4.6601e-04, -2.0390e-03,\n", - " 6.6251e-03, -3.0459e-03, 9.1050e-04, -9.0437e-04, -1.1776e-04,\n", - " 2.9888e-03, -3.3928e-03, 1.6084e-03, -3.1888e-03, 2.4842e-03,\n", - " -6.1281e-05, -1.4499e-03, 2.5702e-03, -7.3600e-04, 7.7803e-03,\n", - " 4.8451e-03, -5.9787e-04, -4.6689e-03, -7.9980e-03, 9.8724e-04,\n", - " -3.2834e-04, 4.4747e-04, -1.0137e-03, 1.5330e-03, -4.0473e-04,\n", - " -3.2741e-03, -6.7506e-03, 5.2435e-04, 2.0359e-03, 1.4207e-03,\n", - " 2.9997e-03, -3.8783e-03, -5.6306e-04, -3.4150e-03, 3.6326e-05,\n", - " -3.7099e-03, -3.5370e-03, 1.8841e-03, -5.1860e-03, -1.7327e-03,\n", - " -8.6447e-04, -2.0851e-03, 6.1789e-03, -3.3506e-03, 1.0383e-02,\n", - " -3.2912e-03, 5.1046e-03, -8.8663e-04, -1.3625e-03, -7.3437e-03,\n", - " 8.1199e-04, 7.3736e-04, 2.4696e-03, 3.0135e-03, 3.9140e-03,\n", - " 3.8263e-03, 9.8112e-03, -1.2032e-02, -5.9389e-03, 2.8625e-03,\n", - " -2.6579e-03, 5.9393e-04, 1.6701e-04, -9.0945e-03, -1.1272e-03,\n", - " -4.5967e-03, -5.8125e-03, 2.0422e-03, 5.5889e-03, 1.6407e-05,\n", - " -4.2698e-03, -8.8266e-03, -1.1785e-02, 5.4829e-03, -4.7904e-03,\n", - " -1.5639e-02, -2.2440e-03, 3.5186e-03, -8.7062e-04, -4.1537e-03,\n", - " -1.0835e-02, -9.7388e-03, 1.6305e-03, 8.7105e-03, -6.3246e-03,\n", - " -4.8037e-03, 1.2816e-03, -3.2646e-03, -4.7552e-03, 5.3130e-03,\n", - " -9.9705e-03, 7.4446e-03, -4.1645e-03, 3.2563e-03, -9.0932e-03,\n", - " 4.2611e-03, -4.2160e-03, -1.5179e-03, -2.4368e-03, 9.5646e-03,\n", - " 4.4721e-03, -3.6140e-03, 7.5697e-03, -5.9208e-03, -1.0227e-02,\n", - " -6.3301e-03, 6.7129e-03, 6.3966e-03, 6.7046e-03, -1.6842e-03,\n", - " 4.1417e-03, 7.1355e-03, -2.9689e-04, -7.0472e-03, -9.7944e-03,\n", - " -5.1884e-03, -8.6330e-03, -1.4939e-02, -1.8159e-03, 4.6790e-04,\n", - " 4.7333e-03, -5.9530e-03, -5.6735e-05, 6.6876e-04, 2.3838e-03,\n", - " -2.1449e-03, -4.1451e-03, -9.3098e-04, 3.0214e-03, 1.3008e-03,\n", - " -1.1650e-03, 1.2669e-03, -1.4863e-03, -1.3163e-03, 3.6620e-04,\n", - " -1.6640e-03, -1.1364e-03, -1.8480e-03, -9.0164e-04, 1.1377e-03,\n", - " 1.2703e-04, 1.2299e-03, -5.0128e-03, -1.0981e-03, -3.5256e-03,\n", - " 1.9365e-03, 4.0605e-03, 4.2061e-03, 2.0532e-04, 9.9544e-04,\n", - " -3.9466e-03, 1.4191e-03, 2.3726e-03, -1.2348e-03, -8.5911e-04,\n", - " -7.6963e-03, 1.6002e-03, -1.9623e-03, -2.0168e-03, 1.4708e-03,\n", - " 2.7847e-03, -2.2359e-04, -2.6114e-03, 4.3120e-03, 2.9389e-03,\n", - " -4.3910e-05, 7.6802e-04, 3.4301e-03, 1.8255e-03, -7.2051e-04,\n", - " -3.8689e-03, 8.7396e-04, 2.4040e-03, 9.9436e-04, -2.9554e-03,\n", - " 3.0419e-03, 4.7947e-03, 5.2486e-04, -2.1069e-03, 6.5562e-03,\n", - " -4.0207e-03, -1.9228e-03, 6.2938e-03, -2.2470e-03, 3.7082e-03,\n", - " 6.0265e-04, -2.2564e-03, 5.5990e-03, 1.6672e-03, -7.3592e-04,\n", - " -7.7785e-04, -1.1941e-03, -3.3078e-03, 2.9185e-03, -1.1964e-03,\n", - " 1.1070e-03, 4.2601e-03, -3.1079e-03, -6.9167e-04, -4.2888e-03,\n", - " 4.5363e-03, -2.5049e-04, -2.2041e-03, 1.4667e-03, 7.1591e-05,\n", - " 1.4709e-03, -5.4180e-04, 1.2851e-03, -2.9364e-03, 1.7520e-03,\n", - " 2.5921e-03, -5.9296e-04, -2.3190e-06, 1.7449e-03, 5.9809e-03,\n", - " -3.8634e-03, 3.5763e-03, -4.2118e-04, -1.5737e-03, 1.6124e-03,\n", - " 2.0291e-03, -1.7407e-03, -2.4228e-03, -1.3183e-03, -4.1393e-05,\n", - " -1.4261e-03, -1.7750e-03, -2.8010e-03, -1.4559e-03, 2.9431e-03,\n", - " -1.1614e-03, 5.4140e-04, 1.0681e-03, -1.6632e-03, -1.7974e-03,\n", - " 3.5012e-03, 1.3842e-03, 2.5939e-04, 4.0897e-04, -1.1220e-03,\n", - " 2.4114e-03, 6.6540e-03, -2.3331e-03, -1.7094e-03, 2.6322e-04,\n", - " 3.5295e-03, -4.1708e-03, 8.7087e-04, 2.5144e-03, 6.1607e-03,\n", - " 4.3703e-04, 4.5960e-03, -2.5320e-03, 2.9805e-03, -3.3104e-03,\n", - " 1.8067e-03, -1.2367e-02, 3.9774e-04, 4.1174e-03, 1.8460e-03,\n", - " -2.4544e-03, -6.3479e-03, 7.4358e-03, -4.4827e-07, -2.0132e-03,\n", - " 4.2510e-03, 5.9132e-03, 1.7954e-03, 1.3392e-03, 4.1095e-03,\n", - " -2.3878e-03, -2.9876e-03, -4.6853e-03, -2.2183e-04, -1.2802e-03,\n", - " -1.0531e-03, -3.4892e-03, -3.1661e-03, 1.6409e-03, 3.1161e-03,\n", - " 1.0700e-03, 3.6358e-04, -4.6413e-04, -6.3655e-03, -2.7087e-03,\n", - " -4.3630e-03, -5.3657e-03, -3.7727e-03, -2.4930e-03, -8.9650e-03,\n", - " 7.1695e-03, -2.8698e-03, -1.4860e-03, -4.4762e-03, -2.0421e-03,\n", - " 4.2984e-03, -5.1646e-03, 8.0363e-03, 4.3941e-03, 4.8997e-04,\n", - " -9.4026e-04, 3.7241e-03, -3.2480e-03, -7.3976e-03, 2.7683e-03,\n", - " -1.1384e-04, -1.3450e-03, -7.4123e-03, -2.3809e-03, -1.9191e-03,\n", - " 4.0261e-03, 4.0378e-03, 1.9171e-03, 5.2539e-03, -8.0426e-03,\n", - " -7.7738e-03, 2.1508e-02, -1.1017e-02, 5.2020e-03, -4.8865e-03,\n", - " 5.9453e-05, 4.7726e-03, -7.0948e-03, 6.6702e-03, -1.8048e-03,\n", - " -3.4444e-04, -1.2458e-02, 4.9001e-04, -2.3609e-03, -2.0094e-03,\n", - " -3.8489e-04, -2.7201e-03, 1.1727e-02, 6.6617e-03, 7.4070e-03,\n", - " -1.0998e-03, 6.6015e-04, -2.0887e-04, 7.0304e-04, 7.7849e-03,\n", - " -3.1964e-03, 5.8595e-03, 4.6069e-03, -1.3459e-03, 7.2665e-03,\n", - " -5.6875e-03, 3.2508e-03, 2.6177e-03, 3.1561e-03, -5.0458e-04,\n", - " -8.8344e-03, 6.6315e-04, 7.4492e-03, 2.0102e-03, -4.8155e-03,\n", - " 5.9655e-03, 1.4672e-02, 2.3976e-04, -4.4565e-03, -4.4663e-03,\n", - " -5.1171e-03, 2.3899e-03, 5.8440e-03, 7.5458e-03, -5.4085e-04,\n", - " -2.1859e-02, 1.6570e-02, -6.4025e-03, 2.5339e-03, 2.5311e-03,\n", - " -2.7487e-03, -1.2058e-02, 5.6184e-03, 4.7682e-04, -6.0213e-03,\n", - " 3.1070e-03, -2.1259e-03, -7.6522e-04, -1.8059e-04, 4.8791e-03,\n", - " 1.1708e-03, -3.7747e-03, -2.3746e-03, 2.4899e-03, -6.7272e-03,\n", - " -3.2433e-03, -1.1775e-05, 5.3036e-03, 9.1220e-04, 7.8102e-04,\n", - " 4.0655e-03, 4.2874e-03, 8.8439e-03, 3.4074e-03, -6.4734e-03,\n", - " -6.2925e-03, -3.6042e-03, -3.7622e-03, -5.1092e-03, 8.5398e-03,\n", - " 4.6334e-03, -1.0576e-02, -6.1426e-04, 4.8565e-04, -3.6687e-03,\n", - " -4.0892e-04, 4.4586e-03, 4.4266e-03, 1.3382e-04, -8.1909e-03,\n", - " -7.2138e-04, -2.0883e-03, -9.2540e-04, 1.4711e-02, 8.1801e-03,\n", - " -1.9486e-03, 2.2548e-03, -5.8958e-03, 6.4875e-04, -3.1496e-04,\n", - " 4.7867e-03, 2.6504e-03, 1.7183e-03, 5.7314e-04, 3.8297e-03,\n", - " 1.2167e-02, 6.1022e-03, 1.1039e-02, -4.8437e-03, -1.9810e-03,\n", - " 5.9115e-03, -2.1197e-03, -6.1378e-03, 3.2512e-03, -6.8234e-03,\n", - " -6.3618e-03, 3.4486e-03, -3.9694e-03, 9.0210e-03, 5.5330e-03,\n", - " -1.6106e-02, -6.7415e-03, 8.2348e-03, 1.3659e-03, -2.6068e-03,\n", - " 2.1291e-03, 1.2475e-04, 9.6433e-03, -3.9675e-03, 4.9522e-03,\n", - " -2.0645e-03, -1.9196e-03, -6.7336e-03, 3.0581e-03, 1.2371e-02,\n", - " -4.5600e-05, 1.2580e-03, -2.3360e-03, 8.6142e-03, -6.8681e-03,\n", - " -1.1791e-02, -3.7670e-03, 5.5993e-03, 7.9832e-03, 7.3518e-04,\n", - " -1.2464e-03, -5.2448e-03, 8.3337e-03, -1.5569e-03, -2.9295e-03,\n", - " 1.6983e-03, -5.7960e-04, 8.2921e-03, -4.0819e-03, -6.2789e-03,\n", - " -7.9830e-04, 2.0727e-04, 3.9924e-03, -6.8986e-03, -1.1345e-03,\n", - " 5.1001e-03, -2.8266e-03, -3.2442e-03, -7.8169e-03, 4.3664e-04,\n", - " -3.7742e-03, -8.2126e-04, -3.1569e-03, 2.1225e-03, -4.5232e-03,\n", - " 1.4649e-03, 7.0737e-03, 1.8060e-03, -1.4328e-03, -2.4855e-03,\n", - " -1.9413e-03, 6.0605e-03, -8.9847e-04, 1.5735e-03, 3.8169e-04,\n", - " 3.4617e-03, -3.0984e-03, 1.8808e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 4.5738e-02, 5.4060e-02, 6.8116e-03, 6.5594e-03, 1.1418e-02,\n", - " -6.2234e-02, -3.8486e-02, 5.1516e-02, -2.6638e-02, -1.3844e-02,\n", - " 7.6829e-02, 2.0616e-03, -2.2336e-02, -4.0005e-02, -3.0773e-02,\n", - " 7.1391e-04, 3.4531e-02, -4.6206e-03, -1.6876e-03, -5.8001e-02,\n", - " -8.2514e-02, 9.7684e-03, -3.0995e-02, -1.8354e-02, -5.8660e-02,\n", - " 1.2928e-01, -2.3430e-02, 4.3221e-02, -1.7451e-02, -2.0318e-02,\n", - " 5.0006e-03, 5.4496e-03, 2.3911e-02, -2.5579e-02, 3.8921e-02,\n", - " 1.2335e-02, -5.6021e-02, 4.9597e-02, -5.5645e-02, -5.5621e-02,\n", - " -2.6764e-02, 2.7499e-02, 3.4258e-02, 9.1302e-02, -4.0228e-02,\n", - " -2.0094e-02, -2.7890e-02, -1.7142e-02, 3.5876e-02, -6.7437e-02,\n", - " 1.8707e-02, -1.9219e-02, 3.0533e-02, -8.7052e-03, -1.0841e-01,\n", - " 3.1059e-02, 4.1276e-02, -2.2803e-02, 8.8845e-02, 6.7064e-03,\n", - " -3.5659e-02, 2.4537e-02, -3.5974e-03, -1.3669e-02, -2.1372e-02,\n", - " -3.1748e-02, -9.6244e-03, 1.3381e-02, -2.1192e-02, 7.3801e-03,\n", - " -1.5336e-03, -1.0199e-02, 2.7004e-02, 1.4522e-03, -1.2905e-02,\n", - " 1.4673e-02, -1.0017e-02, 1.0340e-02, 1.7587e-02, -6.6074e-03,\n", - " -1.5740e-02, -3.8136e-04, -2.5764e-02, 1.2074e-02, 5.9462e-03,\n", - " -3.8016e-03, -7.3528e-03, 8.5183e-03, 1.8761e-03, -7.0704e-04,\n", - " 2.7768e-02, 1.9859e-02, -4.4256e-03, -1.5318e-02, -1.5926e-02,\n", - " -1.8873e-02, 9.0146e-03, -1.6359e-02, -7.6257e-03, -3.1054e-02,\n", - " 3.7175e-04, -1.2971e-02, -9.2432e-03, -7.9731e-03, 1.4280e-02,\n", - " -6.5783e-03, 6.6466e-05, 5.2154e-03, 1.4880e-02, 3.4392e-03,\n", - " -1.4999e-02, -1.6617e-03, 2.0139e-02, 1.2562e-02, -7.0828e-03,\n", - " 1.4245e-02, 5.8190e-03, -1.5577e-02, -3.6502e-03, 5.1390e-03,\n", - " 6.5000e-03, -7.0216e-03, 1.2160e-02, -1.0279e-02, 1.8282e-02,\n", - " -7.4902e-03, 9.9139e-03, -1.5963e-02, -2.8592e-02, 4.6317e-03,\n", - " 7.6059e-03, 2.1920e-02, 1.3328e-02, -1.1694e-02, 1.3372e-02,\n", - " 1.7906e-03, 3.9766e-02, -7.3308e-04, -1.6948e-02, -1.2797e-02,\n", - " -3.3425e-03, 2.4924e-02, 3.1228e-02, 9.2781e-03, 2.5796e-02,\n", - " -1.8840e-02, -2.7123e-02, -5.9001e-03, 2.2847e-02, -2.5211e-02,\n", - " -3.1423e-02, -2.9189e-02, 3.3303e-03, 9.5530e-03, -8.5212e-03,\n", - " 8.7912e-03, 1.0325e-02, 9.0434e-03, 3.9793e-02, 1.3290e-02,\n", - " 1.0464e-02, 2.5935e-02, 1.7893e-02, 1.3260e-02, -1.5206e-02,\n", - " -2.6480e-02, 2.3672e-02, -1.2244e-02, 7.7961e-03, 2.1565e-03,\n", - " 1.1181e-02, -1.9732e-02, -1.0842e-02, 2.4202e-03, 1.3086e-02,\n", - " 2.8121e-02, -3.1649e-02, 7.2478e-03, 1.2495e-02, -8.7636e-03,\n", - " -6.1758e-03, -1.7599e-02, 1.1346e-02, -8.9381e-03, -3.1718e-03,\n", - " 1.1466e-02, 3.4767e-02, -3.0738e-02, -2.3501e-03, -1.7291e-02,\n", - " -1.6155e-02, -1.6215e-02, -5.4094e-03, -1.6692e-02, -1.3919e-02,\n", - " -5.9826e-02, 1.1018e-02, -3.6353e-02, 9.8880e-03, 5.0697e-03,\n", - " -5.9095e-03, -3.6296e-02, 9.6645e-04, 1.3894e-02, 7.6008e-03,\n", - " -1.7017e-02, -2.8648e-02, 1.0463e-02, -3.8293e-03, 6.7040e-03,\n", - " 2.4638e-04, 8.1397e-03, -2.4258e-03, -8.1946e-03, -1.8011e-02,\n", - " 2.8132e-02, 6.7150e-03, 2.2642e-03, 1.6945e-02, 2.1516e-02,\n", - " 2.8668e-02, 1.5520e-02, 8.3782e-03, -8.2259e-03, 2.4867e-02,\n", - " 8.9144e-03, -9.0029e-03, -1.1116e-02, -4.3535e-03, 4.7812e-03,\n", - " 3.0893e-02, -1.0940e-02, 1.6094e-02, -1.8200e-02, 5.9884e-04,\n", - " -8.3336e-03, -5.2415e-03, -9.7981e-03, -5.3629e-03, -2.0483e-02,\n", - " 7.5786e-03, -5.0450e-03, 1.4225e-02, 4.2740e-02, -3.7598e-02,\n", - " 2.1308e-02, -7.7719e-03, 1.4394e-02, 3.5008e-02, 2.1804e-02,\n", - " -1.5501e-02, -1.5751e-02, -1.8285e-02, -1.8029e-02, -3.5182e-03,\n", - " -1.2817e-02, -2.9035e-02, -1.6179e-04, 1.4140e-02, 9.3429e-03,\n", - " -4.7303e-03, -8.2208e-04, 1.7819e-02, 3.6203e-03, 1.9417e-02,\n", - " -1.0137e-02, 7.6455e-03, 2.0412e-02, -6.8408e-03, 1.4567e-02,\n", - " -6.6725e-03, 4.3297e-03, -4.8947e-03, 9.8093e-03, -5.2336e-03,\n", - " 7.9865e-03, 6.8182e-05, 7.4595e-03, -2.0245e-02, -1.5482e-02,\n", - " 9.3461e-03, 4.7828e-03, 1.2332e-02, 1.9932e-02, 2.5046e-02,\n", - " 9.3578e-03, 3.5525e-03, 2.5693e-02, -2.1706e-02, -2.8862e-03,\n", - " 1.6819e-02, 1.8929e-02, -2.6021e-02, -9.5851e-04, 2.0031e-02,\n", - " 7.1706e-03, -1.0658e-02, 1.3796e-03, 1.4438e-02, 6.5283e-03,\n", - " 5.5566e-04, 1.5362e-02, 7.9920e-03, -8.3282e-03, 2.4289e-02,\n", - " -1.1444e-02, -1.6465e-02, -1.9315e-02, 9.3850e-03, 3.3091e-03,\n", - " -8.3314e-03, 8.2765e-03, 1.8024e-02, -8.3783e-03, -2.5804e-02,\n", - " 5.6153e-03, 4.6136e-03, 1.1985e-02, -1.5193e-02, 7.3023e-04,\n", - " 4.1302e-02, 8.9764e-02, -2.3806e-02, -8.8155e-02, -1.7469e-02,\n", - " -1.4600e-02, 4.2978e-02, -3.9046e-02, 2.5730e-02, -3.9445e-02,\n", - " 2.0419e-04, -2.9998e-02, 1.6834e-02, 5.0792e-03, 1.4156e-02,\n", - " 8.0001e-02, 5.6412e-03, -8.8589e-03, -2.0408e-02, -2.2367e-03,\n", - " 2.9574e-03, -1.7497e-02, 3.6145e-02, -7.1696e-03, -1.6583e-02,\n", - " -1.5195e-02, -1.1783e-01, 2.5482e-02, 2.5890e-02, -3.4386e-02,\n", - " 2.2777e-01, 6.3421e-02, -2.6587e-02, -6.6445e-02, 8.0680e-02,\n", - " -1.0756e-02, 6.0179e-02, 2.9442e-02, -7.7175e-03, 4.1876e-02,\n", - " 1.5583e-03, 3.4619e-02, -2.5976e-01, 3.1439e-02, 7.0228e-02,\n", - " -4.0085e-02, -2.4246e-02, 3.7964e-02, 1.8443e-02, 5.3255e-02,\n", - " 7.4902e-02, -6.3729e-03, 3.4789e-02, 6.1687e-03, 4.5933e-02,\n", - " -5.7235e-02, 2.3929e-02, 5.8945e-02, -7.4002e-02, -6.7214e-03,\n", - " -1.8440e-02, 4.7118e-03, -4.4746e-02, 9.2411e-02, -1.5237e-02,\n", - " -2.5598e-02, 3.4688e-02, 7.1165e-03, -1.5611e-02, 3.7053e-02,\n", - " 1.8952e-02, -4.2247e-02, -1.8364e-02, 1.6282e-02, 2.0554e-02,\n", - " 5.5451e-02, 2.4814e-02, -5.3418e-03, -1.3918e-03, 4.9183e-03,\n", - " -2.9443e-03, -2.2746e-02, 3.3954e-02, -7.0161e-03, 3.1266e-02,\n", - " 3.5897e-02, -1.1167e-02, -1.7973e-02, -2.4982e-02, 1.5816e-02,\n", - " -1.6401e-02, -4.3393e-03, 1.0676e-04, 3.9358e-03, -2.9543e-03,\n", - " -8.6158e-03, 1.8521e-02, 2.9346e-03, 3.1651e-02, 1.4023e-02,\n", - " -3.2715e-02, 1.9613e-02, 1.2917e-02, -2.2137e-02, -8.7689e-03,\n", - " 1.2457e-02, 6.1458e-03, 1.5590e-02, -2.6444e-02, -2.5736e-02,\n", - " 2.7821e-02, -3.1836e-02, 3.5742e-03, -2.1086e-02, -1.3115e-02,\n", - " -2.3918e-02, 2.5447e-02, -2.1790e-02, -1.3324e-02, 1.6237e-02,\n", - " 3.2162e-02, 1.5902e-02, 2.7387e-02, 1.2101e-02, 3.8885e-03,\n", - " 4.9779e-03, -8.6542e-03, -3.7031e-02, 1.4921e-02, 3.4198e-02,\n", - " -3.1670e-02, 6.8530e-02, 5.0782e-03, -1.4548e-02, -2.1819e-02,\n", - " -1.0860e-02, -9.3261e-04, 6.3181e-03, -8.2895e-04, 1.5920e-03,\n", - " -2.2638e-02, 1.6502e-02, -2.1362e-02, 1.3103e-02, 1.2195e-03,\n", - " 9.1683e-03, 9.3849e-03, -7.2100e-03, 1.4608e-02, -3.0782e-02,\n", - " 7.5216e-03, -4.0434e-03, 9.6405e-03, 2.7423e-03, -1.1360e-02,\n", - " -2.5903e-02, -3.7067e-02, 1.0033e-02, -1.3863e-02, 2.1918e-03,\n", - " 1.0192e-04, 1.1425e-02, 1.7836e-03, 9.1691e-03, 1.9551e-02,\n", - " -6.9255e-03, -1.4041e-02, 2.1675e-02, -2.8138e-02, -2.7520e-02,\n", - " -1.4492e-02, -2.9070e-02, 4.4026e-02, -1.9535e-02, 2.2504e-02,\n", - " 1.8042e-02, 9.0056e-03, 1.0863e-02, 5.7831e-02, -1.2569e-03,\n", - " 1.4554e-02, -3.2607e-03, -1.7826e-02, -1.7194e-02, 2.6149e-03,\n", - " 6.3823e-02, 2.2396e-02, 1.1720e-02, -1.4946e-02, -3.1412e-03,\n", - " -6.8680e-03, -7.5069e-03, 1.5528e-02, -4.3966e-04, -1.1080e-02,\n", - " 1.1569e-02, -1.4961e-02, -7.8867e-03, -1.5197e-03, 8.5534e-03,\n", - " -2.6021e-03, -1.9276e-02, -2.3270e-03, -1.2734e-03, 5.2770e-03,\n", - " 1.2396e-03, -1.1878e-02, -2.6378e-02, -2.8764e-02, 1.4139e-02,\n", - " 1.3712e-02, 4.3666e-03, -6.8525e-03, -1.8076e-03, 2.2752e-02,\n", - " 1.5598e-02, -3.9831e-03, -8.4481e-03, -1.1272e-02, 2.2945e-02,\n", - " -1.5937e-03, -1.6253e-02, -1.6511e-02, -1.0181e-02, -2.4559e-02,\n", - " 7.1372e-03, -2.7288e-03, 5.7070e-03, -6.1483e-03, -1.1001e-02,\n", - " 2.5056e-02, -1.7224e-03, 1.9658e-02, 3.6255e-03, -1.2220e-02,\n", - " -2.7436e-02, -1.5837e-02, -1.8847e-03, -1.1611e-02, -9.7360e-03,\n", - " -1.1612e-02, -1.4312e-02, 3.0254e-02, 1.8050e-03, -2.1424e-02,\n", - " -2.0129e-03, 3.1754e-03, -1.7510e-02, -7.1361e-03, -2.9820e-02,\n", - " -5.3133e-03, -8.8385e-03, 4.1274e-03, 7.9169e-03, -7.2025e-03,\n", - " -9.7901e-03, 2.7419e-03, -4.3452e-02, 3.9055e-02, 1.8454e-02,\n", - " 1.7890e-02, -1.3443e-01, 1.4384e-02, 4.2887e-02, -3.0807e-02,\n", - " 4.0943e-02, -7.1124e-02, 3.0853e-02, -2.5864e-02, -1.0010e-01,\n", - " -4.1834e-02, 1.2873e-02, -7.3123e-02, 2.8232e-02, 1.0659e-01,\n", - " 5.0881e-02, 7.1152e-02, -5.3858e-02, -1.0730e-02, -7.3995e-02,\n", - " 5.5358e-02, 4.1068e-02, -5.5560e-02, 6.8438e-02, 2.6907e-02,\n", - " -9.0061e-03, 8.9399e-03, 3.1738e-02, -4.3498e-02, 2.1270e-02,\n", - " 1.6818e-02, 2.1433e-02, 3.2076e-01, 2.6895e-02, -4.8798e-02,\n", - " -6.9648e-02, -8.0949e-03, -4.1211e-02, 3.3665e-02, 8.9617e-02,\n", - " 1.6576e-03, 2.4617e-03, 1.9711e-02, -1.5327e-02, 4.4568e-02,\n", - " 4.6717e-02, -3.7913e-02, -3.2467e-02, 2.8339e-02, -7.6821e-02,\n", - " 1.3280e-01, -8.5387e-03, 5.1193e-02, 5.6907e-03, 4.0891e-02,\n", - " -2.7368e-02, 4.0910e-02, -2.2837e-02, -4.6640e-02, 4.9400e-02,\n", - " -3.9090e-03, 5.5962e-03, -1.0186e-03, -3.0000e-03, -1.3671e-02,\n", - " -1.2876e-03, 3.6076e-03, -1.8669e-02, 1.6226e-02, 7.9551e-04,\n", - " -9.7195e-03, 7.1594e-03, -5.1167e-03, -3.3683e-03, -7.2262e-03,\n", - " -2.9478e-02, 1.0043e-02, 9.7399e-03, 7.4130e-03, -1.8975e-02,\n", - " -8.9296e-03, -1.2796e-03, 2.0581e-02, -1.5794e-03, -1.2326e-02,\n", - " 1.6085e-03, 2.4353e-04, 2.0142e-03, -6.5398e-03, -1.4215e-02,\n", - " -5.8513e-03, 1.6297e-02, -2.8030e-03, -7.9368e-04, 1.0407e-02,\n", - " -3.5609e-02, 1.8935e-02, -1.0251e-02, 6.5173e-03, 4.0503e-03,\n", - " -3.1667e-03, 1.2662e-02, 2.7787e-02, 3.1839e-02, -2.8668e-02,\n", - " -1.0995e-02, -1.1949e-02, 1.4303e-02, -1.2929e-02, -4.4056e-04,\n", - " 1.1006e-02, 4.2627e-03, -5.1123e-03, 1.5984e-02, 1.5332e-02,\n", - " 7.2632e-03, 5.8363e-03, -4.9838e-03, -3.1341e-02, 3.0208e-02,\n", - " -1.4114e-02, -1.1301e-02, -5.8285e-03, 9.9461e-03, -4.1243e-02,\n", - " -4.5605e-02, -1.5046e-02, -3.0261e-02, -2.5489e-02, -1.6769e-03,\n", - " -2.9195e-02, 1.2706e-02, -1.2136e-02, -3.1533e-03, 1.3528e-02,\n", - " -7.0733e-02, 2.5320e-02, 2.7058e-02, 2.0164e-02, 1.0746e-02,\n", - " -7.7328e-03, 4.9702e-02, -5.6548e-03, -7.3922e-03, 4.3517e-02,\n", - " -2.6649e-02, 1.5476e-02, 3.5802e-03, 4.1707e-03, 2.4165e-03,\n", - " 4.3395e-03, 1.3564e-02, -2.1568e-02, -9.3888e-03, 1.0449e-03,\n", - " -3.2233e-03, 1.4343e-02, 1.1792e-02, 1.3100e-02, 1.2183e-02,\n", - " 6.8446e-02, 2.2115e-02, -3.1657e-02, 3.1675e-02, 1.5942e-02,\n", - " -1.2295e-02, 1.6702e-02, 2.4070e-02, -3.6523e-02, -1.9835e-02,\n", - " 3.8972e-03, 6.2942e-02, -3.7516e-02, -1.4711e-02, -2.4914e-02,\n", - " 5.5178e-02, 6.0339e-03, 3.4348e-02, 2.1880e-02, -3.0781e-02,\n", - " -7.4216e-03, -7.0674e-03, 5.1466e-02, -2.5415e-02, 5.6709e-03,\n", - " -9.7678e-03, 2.1993e-03, -3.6855e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.9815e-02, 3.5665e-02, -5.0161e-02, 2.9582e-02, 4.9898e-02,\n", - " 3.2688e-02, -3.3470e-02, 1.2598e-02, -5.4620e-02, 3.1660e-02,\n", - " -1.0188e-01, 4.2674e-02, 1.0054e-01, -7.4038e-03, 1.6677e-02,\n", - " 8.9898e-02, -3.1432e-02, 9.1986e-02, -3.4423e-02, -4.1786e-02,\n", - " -1.6391e-01, -1.2580e-01, -8.2609e-02, -8.3630e-03, 3.9634e-02,\n", - " -3.6496e-02, -1.4984e-03, 4.8959e-02, 7.3845e-02, 8.7106e-02,\n", - " 7.4026e-02, -7.8727e-02, 2.9346e-02, 8.2397e-03, 6.1818e-02,\n", - " 1.0335e-01, 7.4032e-02, 1.3582e-02, 1.0522e-01, 2.1563e-03,\n", - " -4.2246e-02, 2.9879e-02, 1.0619e-01, -4.9203e-02, 5.7833e-02,\n", - " 9.6397e-03, -1.8896e-02, -3.3126e-02, -7.4806e-02, -1.9928e-02,\n", - " 2.0226e-02, 2.3219e-02, 9.2331e-03, -1.0530e-01, 3.7412e-02,\n", - " -8.2296e-02, -9.7158e-02, -1.5410e-01, -8.4624e-02, -1.2483e-01,\n", - " 2.3931e-02, 5.5312e-02, -5.0186e-02, 2.2935e-02, -3.0671e-02,\n", - " -5.1178e-02, 1.3514e-02, -3.9008e-02, -3.7150e-02, -3.5215e-02,\n", - " 7.0859e-02, 4.5939e-03, 1.1836e-01, -6.0771e-02, -5.5118e-02,\n", - " 4.8338e-02, 8.0256e-02, 1.4743e-01, -6.5643e-02, -8.6099e-02,\n", - " -2.1928e-02, 5.3423e-02, -4.4650e-02, 3.9873e-03, -1.5008e-01,\n", - " -6.5363e-02, 1.2118e-01, -1.4926e-01, -3.5614e-02, -7.4491e-02,\n", - " 5.8810e-02, 1.0567e-02, 4.4811e-03, 1.4436e-01, 5.1359e-03,\n", - " 3.0717e-02, 8.7672e-03, 6.3927e-02, 1.1723e-02, -1.4516e-02,\n", - " -5.7631e-02, -9.6673e-02, -1.6600e-02, 1.2155e-01, 2.2772e-02,\n", - " -1.1765e-03, -1.5716e-02, 8.4944e-04, 2.8601e-02, -1.2912e-02,\n", - " -9.9075e-02, -3.4393e-02, -6.9897e-02, 6.2574e-02, 3.9830e-02,\n", - " 6.6848e-03, -2.5735e-02, -3.3680e-02, 3.4455e-02, 2.8602e-03,\n", - " -3.0217e-02, 8.1116e-02, -1.0974e-01, 1.8173e-02, 4.5921e-02,\n", - " 1.1676e-02, 4.6603e-02, -1.4501e-01, 1.4244e-01, 1.1814e-01,\n", - " 7.3279e-02, -8.8232e-02, -2.7342e-02, 2.5317e-02, 4.6750e-02,\n", - " 1.0541e-02, -2.0150e-02, -8.7627e-02, -2.2537e-02, -1.7660e-01,\n", - " -3.1204e-02, -4.5394e-02, -2.2972e-02, 7.3117e-02, -8.8688e-02,\n", - " -5.5609e-02, 8.5795e-03, 6.0168e-02, 6.3326e-02, -9.6957e-02,\n", - " -3.1866e-02, 9.7026e-02, -6.7703e-02, 3.5994e-02, 3.9956e-02,\n", - " -7.7818e-03, -7.8688e-02, 2.5669e-02, 8.8271e-02, -2.0409e-01,\n", - " 3.8949e-02, -2.2349e-02, 1.9475e-01, 3.1835e-02, -9.9218e-02,\n", - " -5.2273e-02, -7.5021e-03, -4.1833e-02, 1.9572e-01, -9.5857e-03,\n", - " 9.4926e-02, -7.6713e-04, -1.4088e-01, -9.1221e-02, -3.7070e-02,\n", - " -4.5074e-02, -5.3396e-02, 7.7689e-03, -5.0598e-03, -3.9738e-02,\n", - " 1.4303e-02, 1.5698e-02, -2.4388e-02, 7.6295e-02, -3.7651e-02,\n", - " 3.7685e-02, 2.7053e-02, -4.9127e-02, -1.2263e-02, -8.2653e-02,\n", - " -2.9921e-02, 2.8923e-02, -8.4388e-03, -9.3194e-03, 6.9335e-02,\n", - " 4.2960e-02, 2.7982e-02, 1.2319e-02, -2.8274e-02, 7.4277e-02,\n", - " -3.1200e-02, -9.9036e-02, -7.9838e-02, -5.1010e-03, 1.3729e-02,\n", - " 4.2798e-02, -6.1700e-02, 5.3282e-02, -6.0557e-02, 1.1903e-01,\n", - " -3.9107e-02, 5.4746e-02, -9.6796e-02, -1.4446e-02, 5.8679e-02,\n", - " 1.0716e-01, 1.0558e-01, 3.8556e-02, -1.7977e-01, 4.0565e-02,\n", - " 3.1266e-03, -4.8463e-02, -1.7248e-02, 1.3600e-01, 8.4346e-03,\n", - " -8.2839e-02, -1.1271e-01, 4.5439e-02, -8.4360e-02, -4.4564e-02,\n", - " -8.0313e-02, -4.5096e-02, -1.0149e-01, -6.5042e-02, 4.7843e-02,\n", - " 7.8640e-02, -3.3710e-02, 5.1714e-02, 1.9444e-02, 1.8307e-01,\n", - " -8.8200e-02, 7.5717e-03, 8.1900e-02, 2.1585e-02, -4.4586e-02,\n", - " 3.8163e-02, -1.1620e-01, 5.8672e-02, 1.4124e-01, 9.4505e-02,\n", - " 3.6674e-02, 6.6957e-03, 1.5063e-02, 1.0543e-03, -2.7151e-02,\n", - " 2.3502e-02, 5.6316e-02, -1.2363e-02, 2.1372e-02, 4.6233e-02,\n", - " -1.3810e-02, -1.3696e-02, 8.8536e-03, 1.8636e-03, -1.4346e-01,\n", - " 1.0266e-01, -1.3639e-02, -1.0040e-01, -1.4599e-02, -1.9938e-02,\n", - " 3.0467e-02, 7.4364e-02, -3.1994e-02, 2.8624e-02, 6.5609e-02,\n", - " -1.0359e-01, 3.2621e-02, 8.8388e-02, 1.1220e-01, 3.1305e-02,\n", - " 4.0939e-02, -9.6892e-03, -3.1478e-02, -4.1505e-02, 1.1964e-02,\n", - " 1.2530e-01, 2.4518e-02, 1.9597e-02, 2.8612e-02, 1.1919e-02,\n", - " 8.8521e-02, 2.0089e-02, 5.9654e-02, -2.8102e-02, 2.8197e-02,\n", - " -1.2131e-01, -2.0748e-01, 6.1360e-02, 5.2157e-02, -1.0318e-01,\n", - " -1.4595e-02, 1.3020e-01, 9.2877e-02, 3.4919e-02, -8.0497e-02,\n", - " -6.5855e-04, 1.1549e-01, -3.9061e-02, 2.7858e-01, -1.5242e-02,\n", - " 1.0273e-01, -1.4424e-01, -8.1428e-02, -6.8417e-02, -1.4060e-02,\n", - " 4.2271e-02, -2.7541e-02, -8.6395e-02, -1.6191e-02, -2.2837e-01,\n", - " 2.5338e-02, 5.6521e-02, -5.6087e-02, 3.8520e-02, -1.0195e-01,\n", - " -1.2542e-01, -1.7623e-02, -5.2534e-03, -8.6038e-02, 1.2220e-01,\n", - " -1.1177e-03, -1.4867e-01, -3.9807e-02, -4.6870e-02, 3.3872e-02,\n", - " -8.0636e-02, -2.4928e-02, 3.0043e-02, -3.0357e-02, -1.1722e-02,\n", - " 7.7621e-02, -1.6398e-02, -1.7123e-01, 1.6676e-02, -1.4739e-01,\n", - " -1.2045e-03, -2.8530e-02, -5.0399e-02, 4.6151e-02, -5.1666e-02,\n", - " 1.0305e-01, -1.0918e-01, -3.2915e-02, 6.4598e-02, 6.2859e-02,\n", - " 6.8883e-03, 3.3047e-02, 6.7848e-03, -1.0113e-01, 1.5780e-02,\n", - " -1.5188e-01, -4.1667e-02, -9.6194e-02, -2.7611e-02, -7.6619e-02,\n", - " 3.3259e-02, -1.2908e-01, -2.8745e-02, -3.3657e-02, 1.3117e-01,\n", - " -1.4407e-02, 1.1363e-02, 2.5493e-03, 2.4473e-03, 1.9389e-02,\n", - " 5.5095e-02, 4.0202e-02, 1.9772e-02, 3.4701e-02, 4.8083e-02,\n", - " 6.1543e-02, 6.5514e-03, -7.7824e-03, 2.1444e-02, 3.0469e-02,\n", - " 7.1001e-02, -1.0029e-01, 2.4284e-02, 3.4178e-02, -2.2918e-02,\n", - " 2.0277e-02, 1.9226e-02, 7.4219e-02, -6.8766e-02, 4.5141e-02,\n", - " -4.3083e-02, -4.3926e-02, -9.6782e-02, -2.3992e-03, -3.2478e-02,\n", - " 2.0042e-02, 1.5513e-02, -1.3121e-01, 4.5548e-03, 1.1811e-02,\n", - " -2.3796e-02, -7.9249e-03, -9.5538e-03, -2.2736e-02, 4.8280e-02,\n", - " -6.7360e-03, -3.0596e-02, -3.3920e-02, -4.3064e-02, -4.9236e-02,\n", - " -1.8318e-02, 2.2746e-02, 7.9694e-02, 2.9136e-02, -2.1765e-01,\n", - " 1.0630e-01, 8.9959e-02, -1.0808e-01, -8.9829e-02, 1.1444e-01,\n", - " 7.7055e-02, -1.3168e-01, -4.4862e-02, -3.5001e-02, -2.1852e-01,\n", - " 1.3588e-01, -2.1407e-03, -1.5218e-02, -2.7759e-02, -2.0701e-02,\n", - " -5.1811e-02, -2.6195e-02, 7.7070e-02, 1.7622e-02, -3.2580e-02,\n", - " 6.8134e-02, -5.6547e-02, 1.4695e-01, -6.4844e-02, 1.2906e-01,\n", - " 4.7889e-03, -9.5548e-02, -1.3757e-01, 3.3432e-02, -6.8261e-04,\n", - " -2.9437e-02, -2.6207e-03, -4.1966e-02, -1.8829e-02, 1.1877e-02,\n", - " 3.0544e-02, 2.4836e-02, 1.8760e-02, 7.9432e-03, 1.3072e-01,\n", - " 9.8830e-02, -4.3677e-02, -1.1859e-01, 2.2476e-02, 6.5822e-02,\n", - " -7.5633e-02, 8.0785e-02, 8.3915e-02, -1.0076e-01, 6.9138e-02,\n", - " 5.2448e-02, 5.3743e-02, 3.0531e-02, 1.0759e-01, 1.0837e-01,\n", - " -1.8287e-02, -3.4284e-02, -8.3664e-02, -1.1991e-01, -3.7664e-03,\n", - " -1.0871e-01, -1.1064e-01, -1.4195e-01, -1.1146e-01, -1.3779e-01,\n", - " 5.2129e-02, 3.1870e-02, 2.9302e-02, 5.1718e-02, 4.7416e-02,\n", - " 5.2123e-02, -2.7654e-02, -2.1826e-01, -5.9351e-02, -5.8606e-02,\n", - " -8.9396e-03, -1.8458e-01, 3.2911e-02, -4.5409e-02, 2.8910e-02,\n", - " 6.8980e-02, -2.2342e-02, -6.1909e-02, -1.2964e-01, 1.3111e-01,\n", - " 9.9073e-03, -3.9957e-02, 2.8289e-02, 3.6610e-03, -1.9078e-02,\n", - " -2.0732e-02, 1.1327e-01, 6.3270e-02, -4.2023e-02, 1.7053e-02,\n", - " -2.4609e-02, 2.5783e-02, 1.4168e-01, 1.0498e-01, 1.6215e-02,\n", - " 1.9139e-02, -7.2075e-02, 2.6984e-04, -9.9488e-03, -1.0422e-01,\n", - " 5.6499e-02, -9.9081e-02, 4.8149e-02, -8.6439e-02, 1.0589e-01,\n", - " 1.4874e-01, 1.7508e-01, 1.1998e-02, -1.5647e-01, -7.9843e-02,\n", - " -5.4583e-03, -5.4934e-02, 2.0524e-02, -7.9692e-02, 9.3978e-03,\n", - " 3.4015e-02, -3.2036e-02, -6.1073e-03, 1.4000e-02, 5.3645e-02,\n", - " 7.2155e-02, 5.5513e-02, -2.9929e-02, -2.5987e-02, -1.0762e-01,\n", - " -5.4963e-02, 1.4150e-01, -1.3141e-03, 2.3072e-02, -3.8483e-03,\n", - " 7.5553e-02, -1.2487e-01, 1.3775e-01, -2.9445e-03, 6.2124e-02,\n", - " 2.3034e-03, -1.1023e-01, 1.5134e-01, 7.3818e-02, 6.4989e-02,\n", - " -3.3189e-02, 8.6432e-02, 5.4245e-02, -2.6732e-02, -5.7164e-02,\n", - " 8.0824e-02, 4.3440e-02, -2.8792e-03, 1.2939e-01, -2.6215e-02,\n", - " -4.4623e-02, 4.2871e-02, 4.0901e-02, -1.8089e-03, 6.2157e-02,\n", - " 2.9019e-02, 4.7878e-02, -5.2091e-02, -9.5263e-02, 1.2401e-02,\n", - " -8.2160e-03, -9.7021e-03, -8.8090e-03, -8.4224e-03, 7.7101e-02,\n", - " -9.2823e-03, -1.5827e-02, 9.8012e-03, -9.6596e-03, 1.0121e-03,\n", - " -1.0589e-01, 4.6869e-02, 2.0027e-02, -2.9174e-03, -1.0119e-01,\n", - " -4.5587e-02, 1.2522e-02, 4.7740e-02, 5.5740e-02, 7.7301e-02,\n", - " -1.1867e-01, -3.2145e-02, 2.2810e-01, -1.4812e-02, 1.0805e-01,\n", - " -3.7531e-02, 1.2110e-01, 7.6101e-02, -2.3160e-02, -1.6069e-01,\n", - " -2.5685e-02, 8.3578e-02, -4.8548e-02, 3.8895e-02, -7.2097e-02,\n", - " -3.0582e-04, 9.7312e-02, 1.2930e-02, 9.3147e-02, -1.0239e-01,\n", - " 1.7688e-02, 2.3197e-02, -9.9191e-02, -1.9562e-02, 5.3701e-02,\n", - " -3.6954e-02, -9.0911e-02, 2.6373e-02, -1.8585e-02, -6.7077e-03,\n", - " -1.1079e-02, -3.9692e-02, 7.9731e-03, -1.4732e-01, 3.6837e-02,\n", - " -2.7539e-02, -1.1309e-01, -4.3666e-02, -4.4434e-02, 4.2741e-02,\n", - " 6.4126e-03, 4.7969e-02, -7.8502e-02, 2.1821e-02, 5.2381e-03,\n", - " 3.9646e-02, -1.2456e-01, -7.5427e-02, 1.2110e-01, 5.8062e-02,\n", - " 6.6532e-02, 1.4030e-01, -1.7865e-03, 3.8006e-02, 1.0961e-01,\n", - " 3.6056e-04, -8.7784e-02, -3.6608e-02, -2.4370e-02, -3.4950e-02,\n", - " 1.8893e-02, 1.9220e-03, 8.0230e-02, -3.4338e-02, 4.8736e-02,\n", - " -5.2476e-02, 1.2534e-02, 1.9672e-02, 4.8169e-02, 1.0242e-02,\n", - " 5.0560e-02, -4.4133e-02, -2.8045e-02, -1.4431e-02, 6.5817e-02,\n", - " 1.8981e-02, -2.9038e-02, 6.8734e-02, 6.2062e-02, 5.6335e-02,\n", - " 8.1935e-02, 1.2230e-02, -3.1475e-02, -1.7446e-02, 2.0473e-03,\n", - " -5.6158e-03, -1.3509e-02, 6.3086e-02, 4.7152e-02, 1.1597e-01,\n", - " -1.0833e-01, 1.6164e-01, 4.7858e-02, 2.3422e-02, -7.2912e-02,\n", - " -4.9216e-02, 4.3470e-02, -2.1656e-02, -3.3546e-02, 2.9750e-03,\n", - " 1.6752e-02, 1.3315e-02, 1.8577e-02, 8.3577e-02, 9.5800e-02,\n", - " 1.4260e-01, -4.1179e-02, 5.5719e-02, 3.3094e-02, 9.5370e-02,\n", - " 6.0578e-02, 3.1507e-02, -2.1903e-02, 1.9059e-02, 3.5245e-03,\n", - " -6.7332e-03, 3.0443e-02, -5.9108e-02, -6.0233e-03, 5.9706e-02,\n", - " 1.0976e-02, -7.6380e-02, 9.7004e-03, 1.8964e-01, 2.3849e-03,\n", - " -7.3478e-03, -3.5684e-03, -3.4349e-02, 2.1576e-02, 6.7787e-02,\n", - " -1.2806e-01, 3.0855e-02, 2.5141e-02, 3.2184e-02, -1.9113e-02,\n", - " 1.0296e-01, -6.1654e-02, 5.3567e-02, 9.5296e-02, 5.2456e-02,\n", - " -1.2727e-01, -1.2247e-01, -1.4718e-01, 4.3886e-02, 3.2000e-02,\n", - " -1.0533e-03, -2.0677e-02, -1.4324e-01, 1.4575e-01, -5.5540e-02,\n", - " -6.0333e-02, 1.6311e-01, 1.8373e-02, 6.3484e-03, -1.5187e-01,\n", - " -1.2287e-01, 1.3527e-01, -5.3388e-02, 9.8166e-03, -3.1098e-02,\n", - " -1.0361e-01, -4.1147e-02, -5.9616e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.9146, 0.8845, 0.8341, 0.8420, 0.9525, 0.9039, 0.9156, 0.8954, 0.8849,\n", - " 0.8568, 0.7819, 0.8451, 0.8553, 0.8321, 0.8874, 0.8648, 0.7876, 0.8147,\n", - " 0.9045, 0.9582, 0.9450, 0.8608, 0.9016, 0.8986, 0.8418, 0.9480, 0.8289,\n", - " 0.8888, 0.8167, 0.8594, 0.8937, 0.8344, 0.9180, 0.8974, 0.9039, 0.8900,\n", - " 0.9003, 0.8842, 0.9071, 0.9468, 0.8743, 0.9304, 0.8953, 0.8814, 0.8629,\n", - " 0.8396, 0.9850, 0.8779, 0.9244, 0.8908, 0.9269, 0.8835, 0.9547, 0.7657,\n", - " 0.8931, 0.7828, 0.8524, 0.8392, 0.8798, 0.8102, 0.8977, 0.8065, 0.6234,\n", - " 0.8794, 0.8757, 0.8807, 0.8717, 0.8821, 0.8574, 0.9203, 0.8979, 0.9088,\n", - " 0.8812, 0.7338, 0.9214, 0.7736, 0.8682, 0.6294, 0.8138, 0.8159, 0.8832,\n", - " 0.9122, 0.9130, 0.8568, 0.7379, 0.8020, 0.8592, 0.8817, 0.8630, 0.9070,\n", - " 0.8374, 0.8827, 1.0261, 0.8612, 0.8452, 0.7977, 0.6657, 0.8258, 0.8883,\n", - " 0.8980, 0.9023, 0.9122, 0.9091, 0.8401, 0.8105, 0.5685, 0.8603, 0.8841,\n", - " 0.8935, 0.7966, 0.8781, 0.8654, 0.8267, 0.8945, 0.8937, 0.8658, 0.8607,\n", - " 0.8976, 0.8940, 0.8525, 0.8868, 0.7819, 0.8422, 0.8352, 0.7278, 0.8056,\n", - " 0.8382, 0.7817, 0.8759, 0.8472, 0.8882, 0.8420, 0.5945, 0.8747, 0.8761,\n", - " 0.9233, 0.8694, 0.7830, 0.8835, 0.7136, 0.9112, 0.9154, 0.9143, 0.9198,\n", - " 0.8128, 0.7930, 0.8805, 0.8640, 0.8702, 0.8833, 0.8056, 0.8724, 0.7660,\n", - " 0.8982, 0.8898, 0.8440, 0.9027, 0.8693, 0.9099, 0.6348, 0.8922, 0.8848,\n", - " 0.8313, 0.9146, 0.8501, 0.9049, 0.8727, 0.8299, 0.8853, 0.8814, 0.8877,\n", - " 0.8722, 0.8250, 0.9284, 0.9135, 0.8632, 0.7864, 0.8574, 0.8284, 0.8523,\n", - " 0.8674, 0.8888, 0.8654, 0.9281, 0.9295, 0.8691, 0.9372, 0.8916, 0.9052,\n", - " 0.8582, 0.8937, 0.9662, 0.9201, 0.8324, 0.8890, 0.9005, 0.8913, 0.8618,\n", - " 0.8350, 0.8184, 0.8823, 0.8847, 0.6450, 0.8378, 0.8477, 0.8713, 0.8696,\n", - " 0.8020, 0.8740, 0.8542, 0.8375, 0.8853, 0.8905, 0.8595, 0.8514, 0.5558,\n", - " 0.6437, 0.9081, 0.7277, 0.8521, 0.8787, 0.8916, 0.8721, 0.8306, 0.8597,\n", - " 0.6676, 0.8440, 0.7987, 0.8994, 0.8930, 0.8470, 0.8877, 0.8528, 0.9034,\n", - " 0.8923, 0.8602, 0.8578, 0.7804, 0.8948, 0.8100, 0.8368, 0.8965, 0.8680,\n", - " 0.7889, 0.8129, 0.6568, 0.8379, 0.8279, 0.8436, 0.7138, 0.8352, 0.9660,\n", - " 0.8584, 0.8630, 0.8846, 0.8474, 0.8287, 0.8406, 0.7895, 0.8653, 0.9054,\n", - " 0.8731, 0.9361, 0.8732, 0.8293, 0.8047, 0.8694, 0.8936, 0.8720, 0.9074,\n", - " 0.8527, 0.8723, 0.8585, 0.8356, 0.9085, 0.8882, 0.7686, 0.8764, 0.8543,\n", - " 0.8828, 0.7912, 0.9161, 0.9025, 0.7272, 0.8940, 0.7872, 0.8752, 0.9383,\n", - " 0.8621, 0.8812, 0.8268, 0.6833, 0.9170, 0.8665, 0.9051, 0.7609, 0.6894,\n", - " 0.9717, 0.8819, 0.9159, 0.9170, 0.8696, 0.8898, 0.8814, 0.9637, 0.9226,\n", - " 0.8731, 0.8971, 1.7872, 0.8729, 0.8144, 0.6454, 0.7903, 0.8655, 0.8813,\n", - " 0.8543, 0.8942, 0.8934, 0.8905, 0.5627, 0.8703, 0.8402, 0.8395, 0.8644,\n", - " 0.8861, 0.8888, 0.8225, 0.8832, 0.8866, 0.8486, 0.8034, 0.6131, 0.8662,\n", - " 0.9359, 0.9198, 0.8384, 0.8663, 0.9179, 0.9020, 0.8587, 0.8009, 0.9212,\n", - " 0.8138, 0.8621, 0.8136, 0.6413, 0.8926, 0.8804, 0.8411, 0.9284, 0.8523,\n", - " 0.9143, 0.8835, 0.6472, 0.8919, 0.8692, 0.8735, 0.8419, 0.8573, 0.8613,\n", - " 0.8960, 0.8063, 0.8433, 0.8135, 0.8871, 0.9273, 0.8162, 0.8806, 0.8997,\n", - " 0.8295, 0.8818, 0.8775, 0.9112, 0.8475, 0.9252, 0.8961, 0.8836, 0.8600,\n", - " 0.8622, 0.9105, 0.8784, 3.4967, 0.8838, 0.9454, 0.8403, 0.8665, 0.8904,\n", - " 0.9235, 0.8660, 0.9162, 0.8005, 0.8533, 0.8895, 0.8001, 0.9020, 0.8819,\n", - " 0.8836, 0.8568, 0.8400, 0.8900, 0.8453, 0.7510, 0.7981, 0.8902, 0.7944,\n", - " 0.8797, 0.9012, 0.8318, 0.8730, 0.8872, 0.8314, 0.8622, 0.9115, 0.8903,\n", - " 0.8580, 0.8386, 0.8335, 0.8723, 0.8853, 0.6911, 0.8418, 0.8377, 0.9142,\n", - " 0.8254, 0.8775, 0.8689, 0.8623, 0.8628, 0.8966, 0.8008, 0.8896, 0.8172,\n", - " 0.9041, 0.8210, 0.8917, 0.9274, 0.8912, 0.8359, 0.8916, 0.8993, 0.8749,\n", - " 0.8989, 0.8349, 0.6049, 0.8845, 0.8655, 0.9546, 0.8451, 0.8779, 0.8376,\n", - " 0.8686, 0.8989, 0.9409, 0.8884, 0.9208, 0.8961, 0.8513, 0.9022, 0.8193,\n", - " 0.9058, 0.8724, 0.7129, 0.8983, 0.9136, 0.8928, 0.8202, 0.7814, 0.8168,\n", - " 0.8290, 0.8222, 0.9475, 0.8215, 0.8759, 0.8812, 0.8205, 0.8475, 0.8284,\n", - " 0.8792, 0.8742, 0.8500, 0.8754, 0.9115, 0.5943, 0.8713, 0.8291, 0.8726,\n", - " 0.8299, 0.8821, 0.8594, 0.8830, 0.8940, 0.8826, 0.8772, 0.9131, 0.8790,\n", - " 0.8617, 0.6409, 0.8432, 0.8693, 0.8263, 0.8133, 0.8701, 0.8337, 0.8407,\n", - " 0.8335, 0.8880, 0.8409, 0.8557, 0.8873, 0.8867, 0.7633, 0.7668, 0.8537,\n", - " 0.8640, 0.8893, 0.8863, 0.9168, 0.6847, 0.9391, 0.8534, 0.9074, 0.7788,\n", - " 0.9157, 0.8699, 0.8575, 0.8620, 0.8345, 0.8747, 0.8670, 0.6805, 0.8850,\n", - " 0.8511, 0.8847, 0.8653, 0.8961, 0.8498, 0.8937, 0.8582, 0.7925, 0.9189,\n", - " 0.7995, 0.6563, 0.9101, 0.8548, 0.8906, 0.9790, 0.8665, 0.8514, 0.8584,\n", - " 0.8800, 0.8907, 0.8131, 0.8789, 0.9092, 0.8975, 0.8519, 0.8823, 0.8143,\n", - " 0.9048, 0.8761, 0.8947, 0.8586, 0.8678, 0.9057, 0.8185, 0.8640, 0.8415,\n", - " 0.8827, 0.8503, 0.8828, 0.8576, 0.8690, 0.8598, 0.7129, 0.8849, 0.8650,\n", - " 0.8845, 0.5945, 0.9105, 0.8679, 0.8340, 0.8722, 0.8992, 0.8446, 0.8691,\n", - " 0.8805, 0.9856, 0.9040, 0.8272, 0.8915, 0.8971, 0.8678, 0.9066, 0.8558,\n", - " 0.7888, 0.8466, 0.8894, 0.8709, 0.8829, 0.8679, 0.8555, 0.8940, 0.9056,\n", - " 0.8607, 0.9041, 0.8344, 0.9105, 0.8449, 0.8772, 0.8883, 0.8650, 0.7883,\n", - " 0.8834, 0.7940, 0.6145, 0.8600, 0.8599, 0.9204, 0.8977, 0.8176, 0.8204,\n", - " 0.8837, 0.8953, 0.8635, 0.8822, 0.8823, 0.9357, 0.8714, 0.8476, 0.9164,\n", - " 0.8008, 0.8253, 0.8706, 0.8844, 0.8798, 0.8610, 0.8883, 0.8853, 0.7990,\n", - " 0.9084, 0.8783, 0.8213, 0.8863, 0.7843, 0.8878, 0.8224, 0.8719, 0.8659,\n", - " 0.8199, 0.8750, 0.8996, 0.8796, 0.8391, 0.8458, 0.6327, 0.8098, 0.7960,\n", - " 0.8730, 0.8767, 0.8220, 0.8861, 0.9027, 0.8973, 0.9092, 0.8775, 0.8067,\n", - " 0.9051, 0.8391, 0.8685, 0.8539, 0.5617, 0.8811, 0.8404, 0.8469, 0.8851,\n", - " 0.8798, 0.8716, 0.9099, 0.8997, 0.8932, 0.9067, 0.8957, 0.8614, 0.8670,\n", - " 0.8781, 0.8837, 0.8342, 0.8730, 0.8997, 0.8820, 0.8711, 0.8816, 0.8413,\n", - " 0.9035, 0.8946, 0.9210, 0.8673, 0.7616, 0.8548, 0.6293, 0.9055, 0.9030,\n", - " 0.8368, 0.8469, 0.8873, 0.8379, 0.8295, 0.8808, 0.8912, 0.8931, 0.7891,\n", - " 0.9011, 0.8113, 0.8540, 0.8540, 0.8822, 0.8533, 0.8768, 0.8803, 0.8394,\n", - " 0.8134, 0.8780, 0.8908, 0.8636, 0.8833, 0.8941, 0.8840, 0.8285, 0.8885,\n", - " 0.8993, 0.8883, 0.9120, 0.8966, 0.9183, 0.8774, 0.8525, 0.9135, 0.8566,\n", - " 0.9161, 0.7581, 0.8766, 0.8746, 0.9182, 0.8723, 0.8438, 0.8988, 0.8345,\n", - " 0.8519, 0.8903, 0.8806, 0.9162, 0.9005, 0.8428, 0.8641, 0.8816, 0.8012,\n", - " 0.9155, 0.9107, 0.8634, 0.7486, 0.8965, 0.8714, 0.8470, 0.8888, 0.8728,\n", - " 0.7967, 0.8148, 0.9085], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.8154e-02, 6.3774e-04, -1.2577e-02, -2.6485e-01, 2.2569e-01,\n", - " -2.9641e-01, 2.4747e-01, 1.1774e-01, -2.7783e-02, -7.0422e-02,\n", - " -3.0908e-02, 3.1093e-01, -2.6628e-01, 2.0706e-01, -7.2847e-02,\n", - " -9.4162e-03, -1.3567e-01, -1.2767e-01, -6.3203e-02, 4.0762e-01,\n", - " 3.8712e-01, -2.8452e-01, 1.4909e-01, 2.2131e-01, -5.6543e-02,\n", - " 2.8126e-01, 1.6519e-01, -1.1127e-01, -2.4605e-01, 5.3563e-02,\n", - " -6.3316e-02, 1.7497e-01, 1.5856e-01, -1.2965e-01, 2.0694e-02,\n", - " -1.3242e-01, -2.4417e-01, 2.5358e-01, 1.9470e-01, -2.3680e-01,\n", - " -4.1490e-02, -2.1299e-01, -2.6798e-02, 2.2347e-01, -2.7827e-02,\n", - " -1.0282e-01, -1.7520e-01, -1.4033e-01, 1.0435e-01, -5.8156e-02,\n", - " -3.0013e-01, -6.6589e-03, 2.4403e-01, -2.9211e-01, 8.5737e-02,\n", - " -4.3960e-02, 6.0762e-02, -3.1801e-01, 1.6760e-01, -8.7259e-02,\n", - " -1.1741e-01, -2.8634e-02, -3.0703e-01, -2.7590e-01, 6.9773e-04,\n", - " 1.4979e-01, 1.6905e-02, -5.6480e-02, 2.2336e-04, -1.6992e-01,\n", - " -2.5477e-01, 7.7741e-02, -2.2443e-01, -1.3008e-01, 2.0084e-01,\n", - " 9.1861e-02, -1.3307e-02, 1.6561e-01, 9.6587e-02, 1.3529e-01,\n", - " -3.2601e-03, -3.1500e-02, 1.6565e-01, 1.7743e-01, 4.4448e-02,\n", - " -2.9374e-02, -2.5185e-01, 1.2804e-01, 3.4918e-02, 8.6807e-02,\n", - " -8.6376e-02, -2.5894e-02, 6.4711e-01, -1.3120e-01, 1.2133e-01,\n", - " -6.7510e-02, 3.0981e-01, -1.7404e-01, -5.8967e-02, -5.0193e-02,\n", - " 1.5408e-01, 1.7392e-01, 4.7479e-02, -1.0590e-01, 1.2508e-01,\n", - " -9.5866e-03, -1.4982e-01, -1.4860e-01, 1.0015e-01, 4.7867e-02,\n", - " 2.8447e-02, 5.1294e-02, -2.5824e-01, -2.4127e-01, -7.8891e-02,\n", - " -1.0295e-02, -4.0256e-02, 2.8219e-02, -9.4428e-02, 1.6991e-01,\n", - " -9.1097e-02, -4.7545e-01, -1.5529e-01, -2.0690e-02, 1.7653e-02,\n", - " -1.6568e-01, -8.0467e-02, 1.2093e-01, 1.3715e-02, -1.3690e-02,\n", - " 3.6439e-02, 1.2319e-01, -1.8539e-01, -5.1824e-02, -1.3782e-01,\n", - " -2.2387e-01, -3.1047e-02, 9.9025e-02, -1.8112e-01, -2.1626e-01,\n", - " -2.8259e-02, 3.7540e-02, -8.5244e-02, 9.1933e-02, -1.7665e-02,\n", - " -7.1929e-01, -9.9009e-03, -4.0145e-03, -7.9340e-02, 3.5093e-01,\n", - " -8.2438e-03, 1.4342e-01, -1.6214e-01, 1.0111e-01, 1.1694e-01,\n", - " -6.0595e-02, 1.8739e-01, 3.2668e-01, 1.0441e-01, -5.3589e-02,\n", - " -1.5180e-02, -6.3438e-02, -1.2403e-01, 4.9650e-02, -3.3878e-02,\n", - " 1.7127e-01, 1.0588e-01, -2.2972e-01, -9.0119e-01, -5.4623e-02,\n", - " -9.0948e-02, 9.0804e-02, -1.0387e-02, 4.2993e-01, 6.5765e-02,\n", - " 2.7530e-01, -4.1744e-02, -1.4427e-02, -2.7464e-02, 1.6821e-01,\n", - " -1.1286e-01, 4.7933e-02, -8.4216e-02, 2.4184e-01, 1.8445e-01,\n", - " -6.7450e-02, 2.2213e-01, 1.5371e-01, 1.3307e-01, 2.9645e-02,\n", - " -3.6786e-02, -3.5829e-01, 2.0249e-01, -4.5241e-02, 5.9980e-02,\n", - " 9.2134e-02, -6.8065e-02, 1.8779e-01, -6.9821e-02, -1.4162e-01,\n", - " -1.6714e-01, 1.6691e-01, 8.9460e-02, 6.3519e-02, -9.7317e-02,\n", - " 1.2154e-01, 8.7193e-02, 1.8104e-02, 1.1518e-01, -7.4577e-02,\n", - " 8.6523e-04, -1.4853e-01, 1.4992e-01, 2.1982e-01, -6.2652e-02,\n", - " -1.0333e-01, -2.1111e-01, -6.8198e-02, 3.4473e-01, -1.7158e-01,\n", - " -7.3759e-03, 1.4744e-01, -4.2163e-04, 1.6848e-02, 6.0283e-04,\n", - " 3.3154e-01, 1.8997e-01, -1.2764e-01, 1.2796e-01, -3.5534e-02,\n", - " 1.7838e-01, 2.7443e-02, 1.6520e-01, -1.6107e-02, -7.2027e-03,\n", - " 1.6736e-01, -5.5805e-03, 1.2286e-02, -7.7282e-02, -1.9792e-01,\n", - " -2.8086e-02, 7.1250e-02, -1.3975e-01, -1.1017e-02, 2.4749e-02,\n", - " -1.6406e-01, -1.9438e-01, 9.7925e-02, -1.8627e-01, -5.0382e-01,\n", - " 3.7032e-02, 2.6317e-01, -8.9585e-02, -6.4747e-02, -2.3155e-02,\n", - " -1.5937e-01, -2.7097e-01, -1.5473e-01, 5.1408e-02, 6.8162e-02,\n", - " 1.2628e-01, -1.2923e-01, 2.0348e-01, 1.1622e-01, 1.9504e-01,\n", - " -2.3158e-02, -5.3770e-02, 7.0174e-02, 1.1703e-01, -3.1210e-03,\n", - " 5.9134e-03, 2.3967e-02, 2.1468e-03, 3.1165e-02, -2.1215e-01,\n", - " 9.8383e-02, -1.7574e-01, -2.2207e-01, -9.5243e-02, -1.7898e-01,\n", - " 1.4797e-01, 2.9399e-02, 5.5734e-03, -1.8656e-01, -2.9962e-01,\n", - " -2.6311e-02, 1.2533e-01, 2.8263e-01, 9.8626e-02, 8.6000e-03,\n", - " 2.9776e-02, -7.5487e-02, -1.1722e-01, -6.0773e-02, 1.7980e-01,\n", - " 3.8020e-02, -4.4057e-02, 3.3132e-01, 3.0507e-02, -9.1289e-03,\n", - " -1.7084e-01, -2.1840e-02, -9.6562e-02, 1.3608e-01, 3.0600e-01,\n", - " 1.8332e-01, -3.2898e-01, -1.2047e-01, -1.5130e+00, -3.0059e-02,\n", - " -5.8323e-02, 2.5708e-01, 4.7769e-02, -5.4290e-02, 2.9803e-02,\n", - " 2.4728e-02, 3.2745e-02, 4.0513e-02, -8.7205e-02, 2.0399e-01,\n", - " -1.1941e-01, 8.6326e-04, 1.3665e-01, -2.1812e-01, -8.5742e-03,\n", - " 1.9394e-01, 3.7148e-02, -6.8790e-02, -5.1105e-02, 5.2636e-02,\n", - " -8.1317e-02, -7.1392e-02, 7.8889e-02, 2.5265e-01, -1.5909e-01,\n", - " 5.7163e-02, -6.3708e-02, -1.4868e-01, 3.9489e-03, 3.1052e-02,\n", - " -7.9882e-02, 7.9420e-02, 1.4721e-01, -4.2761e-02, -1.4754e-02,\n", - " 2.7791e-01, -8.5729e-03, -1.9331e-01, -1.6957e-01, -2.6689e-01,\n", - " -1.0953e-01, 2.4183e-01, -5.6735e-02, 2.0545e-01, -4.2195e-02,\n", - " -1.1173e-01, -6.6929e-02, 8.8261e-02, -1.2616e-01, 1.2090e-01,\n", - " 9.9619e-02, -1.0028e-01, 4.5375e-02, 8.3765e-02, 5.2962e-02,\n", - " -1.5338e-01, -4.7866e-02, 1.0047e-01, -1.3920e-01, -1.8127e-01,\n", - " -9.8146e-02, 2.9643e-03, 7.8968e-02, 8.1373e-02, -2.3570e-01,\n", - " -5.4736e-02, -5.9348e-02, -1.0931e-01, -2.2233e-01, -5.0199e-02,\n", - " -7.1237e-02, -8.6988e-01, 1.4608e-01, -3.3478e-01, 1.3826e-02,\n", - " -4.6592e-02, -1.7072e-01, 1.7223e-01, -1.0518e-01, -1.0429e-01,\n", - " 7.4642e-02, 2.8558e-02, 1.4168e-01, -5.3438e-02, 1.0337e-01,\n", - " -4.4964e-02, -1.2888e-01, -2.7146e-01, 3.9508e-02, -8.0570e-02,\n", - " -6.0924e-02, -6.7347e-02, 2.3558e-02, -2.5386e-01, -6.9126e-03,\n", - " -3.5166e-01, 1.1461e-01, 1.7058e-02, 6.7550e-02, -1.4763e-01,\n", - " -1.4587e-01, -2.0417e-01, 5.9560e-03, 9.1514e-02, -3.9475e-03,\n", - " 8.5915e-02, -3.0838e-02, 2.4874e-02, 1.8842e-02, 2.5598e-02,\n", - " -7.0702e-02, -2.3413e-01, 2.0478e-01, -4.4954e-02, -2.9390e-01,\n", - " 9.9178e-02, -6.0986e-02, -1.0965e-01, -2.2159e-01, 1.8004e-01,\n", - " 2.3073e-02, -1.6354e-01, -1.7198e-01, 1.0194e-01, 2.1425e-02,\n", - " 2.1026e-01, -2.6333e-01, -2.1243e-01, -9.5284e-02, -1.4958e-01,\n", - " 7.5161e-03, -1.4692e-02, 2.9291e-02, -8.7205e-02, 2.2434e-02,\n", - " -9.4384e-02, -2.3367e-01, 1.1959e-01, -1.2279e-02, -2.8997e-01,\n", - " -5.6700e-02, 2.1384e-03, 2.0294e-01, -2.5877e-01, 3.2930e-02,\n", - " -6.7770e-02, -2.5604e-02, 1.1318e-01, -8.5972e-02, -1.6720e-01,\n", - " 5.4816e-02, -3.1525e-01, 7.7372e-02, 2.3332e-01, 1.0377e-01,\n", - " -7.1962e-02, -2.4447e-01, -3.8184e-02, 1.1163e-01, 3.6261e-02,\n", - " -3.2350e-02, -2.0449e-01, -5.0251e-02, -1.1258e-01, -6.7933e-02,\n", - " -4.6616e-02, -1.8579e-02, 3.6472e-02, -1.1585e-01, -7.3166e-02,\n", - " 1.4847e-01, 2.5834e-01, -1.0685e-01, -1.7624e-02, -1.4362e-02,\n", - " 4.2677e-02, 6.9527e-02, 9.1463e-02, -2.8164e-01, -3.4372e-03,\n", - " 5.2693e-03, 2.7203e-02, 2.0807e-01, 2.2284e-02, -7.7826e-02,\n", - " -1.7371e-02, -7.0181e-02, 6.2733e-02, -2.9081e-02, 7.4984e-02,\n", - " 9.3401e-03, 4.3651e-02, 1.7906e-02, -4.5930e-02, -1.0684e-01,\n", - " -2.1029e-02, -1.3290e-01, 5.3577e-02, -1.0844e-01, -3.9781e-02,\n", - " -5.1238e-02, -8.6415e-02, 1.7359e-02, -2.1246e-02, -2.4755e-01,\n", - " 1.8788e-01, -9.4327e-02, -2.1667e-02, -2.5514e-01, 6.4396e-02,\n", - " -1.3820e-01, 1.8427e-01, 1.0977e-01, -1.1843e-01, -1.9014e-01,\n", - " -1.1078e-01, 1.0334e-01, 3.5446e-03, 7.3319e-02, 8.6781e-02,\n", - " -2.0812e-01, -1.0225e-01, -1.9198e-02, -4.5170e-02, -1.2390e-02,\n", - " -4.7242e-02, -3.9963e-02, 1.1649e-01, -1.4705e-02, -3.0744e-01,\n", - " 2.8368e-02, -1.6747e-01, -9.8943e-02, 1.0276e-02, -8.0036e-02,\n", - " -6.0797e-01, -1.0748e-01, -9.2733e-02, 1.7866e-01, 1.9602e-01,\n", - " 4.1104e-03, -1.9534e-01, 1.4699e-01, 9.9614e-02, 1.3764e-01,\n", - " -1.8631e-01, 1.0556e-01, 3.7236e-02, 1.1503e-01, -3.8844e-02,\n", - " -1.7457e-01, -9.3577e-02, -2.0534e-01, -6.8368e-02, -9.2624e-02,\n", - " 4.7715e-02, 6.3211e-02, -1.4937e-01, 3.2467e-02, -9.5304e-02,\n", - " 2.5179e-02, -7.6505e-03, 9.0308e-02, 4.3262e-02, -9.6863e-02,\n", - " 1.4888e-02, -1.2210e-01, -1.5659e-01, 1.7844e-01, -8.3422e-02,\n", - " -1.6563e-01, -9.1568e-03, 1.4812e-01, -3.7658e-02, -2.8561e-02,\n", - " 4.5819e-02, 3.8932e-01, -6.2121e-02, -1.1218e-01, -4.6545e-02,\n", - " 1.2372e-01, -5.3927e-02, 5.4165e-02, 5.8166e-03, 1.2191e-01,\n", - " -3.7591e-03, 9.5859e-02, 1.1170e-01, 1.5269e-01, 3.4002e-02,\n", - " 7.0052e-02, 8.2124e-02, -1.9926e-01, 1.3998e-02, 1.0645e-01,\n", - " 7.5225e-02, 2.9195e-02, 1.3633e-01, -5.0516e-04, -1.0737e-01,\n", - " -1.5147e-03, -7.6138e-02, -4.5278e-02, -4.8135e-02, -9.1245e-02,\n", - " 5.3529e-02, -1.1678e-01, -3.6211e-03, -7.5725e-02, 8.9740e-02,\n", - " 1.4915e-01, -7.7901e-02, 2.2684e-02, 5.8973e-02, -6.1211e-02,\n", - " 1.9602e-01, 3.1565e-01, -2.4154e-01, 3.5784e-02, 4.9467e-02,\n", - " 1.4409e-01, 2.4490e-01, -9.8887e-02, 2.4835e-01, 9.2711e-02,\n", - " 3.2594e-02, 7.4081e-02, 5.6852e-02, 9.8065e-02, 1.7443e-01,\n", - " -1.7547e-01, 1.0821e-01, 4.6956e-02, -3.4640e-02, -9.7270e-02,\n", - " -1.2609e-01, 1.2035e-01, -7.6743e-02, -1.0639e-01, 1.6784e-01,\n", - " -4.9866e-02, 1.0333e-01, 1.0522e-01, 1.5179e-01, -3.0479e-01,\n", - " -7.0301e-02, -2.9005e-02, -3.4377e-02, -1.2775e-02, -9.8235e-02,\n", - " 7.0030e-02, -4.1555e-02, 2.9312e-02, -1.7456e-01, 2.6781e-02,\n", - " -7.3569e-02, 1.1341e-02, 1.9553e-02, 1.2608e-01, 2.6021e-02,\n", - " -3.6152e-03, 4.9143e-02, -1.2326e-01, -1.1573e-01, 3.9702e-02,\n", - " -1.4943e-01, 2.1344e-01, 9.9080e-02, 1.9108e-01, -1.0432e-01,\n", - " 1.3486e-02, -9.2064e-02, 2.4596e-01, -9.7183e-02, -1.0261e-01,\n", - " -1.3897e-01, 1.7840e-01, -8.0058e-02, -1.1487e-01, 6.1808e-02,\n", - " -7.8657e-03, 1.6728e-01, 1.0095e-01, 1.2244e-01, -1.5050e-01,\n", - " 2.0223e-01, -2.0201e-01, -1.0440e-01, -4.1215e-02, -1.3105e-01,\n", - " 8.3872e-02, -3.2062e-02, -8.0579e-02, 8.3907e-02, 2.8233e-02,\n", - " 1.0655e-01, 2.2481e-01, 1.4318e-01, 8.2618e-02, 1.2441e-01,\n", - " -2.4331e-01, 8.0832e-02, 1.0313e-01, 8.7676e-02, -2.1546e-01,\n", - " 9.5545e-02, 3.8837e-02, 1.1641e-01, 4.2114e-02, 6.0657e-02,\n", - " -1.0108e-01, -9.0974e-02, -6.2579e-02, -8.1594e-02, 9.3718e-02,\n", - " -3.0397e-02, -1.4253e-02, -1.7241e-02, -1.1229e-01, 3.3603e-02,\n", - " -8.4441e-02, 1.9749e-01, 8.5270e-02, 9.0223e-02, 1.9584e-01,\n", - " 6.8251e-02, 2.2177e-01, 8.4442e-02, -5.9482e-02, -1.0383e-02,\n", - " -7.3091e-02, 3.5653e-02, 9.8981e-02, -1.4852e-01, -2.6779e-02,\n", - " 1.7400e-01, -1.0461e-01, -5.7997e-02, 1.1912e-01, -5.9575e-02,\n", - " 4.6618e-02, -2.0759e-01, -3.5469e-02, 5.1045e-02, -1.3807e-01,\n", - " 8.5282e-02, -3.9886e-01, 1.7920e-01, -1.5387e-03, 7.5340e-02,\n", - " 1.2698e-01, 1.3463e-01, 4.1148e-02, -1.7055e-01, -1.2576e-01,\n", - " 3.1260e-02, -7.5088e-02, 4.1695e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1144, -0.1504, -0.0784, ..., -0.1090, -0.1545, -0.0764],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.8733e-02, 8.4148e-02, -3.9932e-02, 1.9974e-02, 1.2925e-01,\n", - " -3.4325e-02, 1.0272e-02, 1.0497e-01, -3.9512e-03, -2.6223e-02,\n", - " -5.2587e-02, 1.0256e-01, 6.9379e-02, 9.1938e-03, -2.6524e-02,\n", - " 3.2820e-02, 8.4092e-02, -2.7931e-02, -3.5809e-02, -8.0384e-03,\n", - " 8.3539e-03, -1.2534e-01, -3.4888e-02, -6.1750e-02, -4.7726e-02,\n", - " 7.2362e-02, -3.9409e-02, 3.2599e-02, -2.3119e-01, 1.0033e-02,\n", - " 8.2269e-02, -1.4790e-02, 8.2173e-02, 1.4102e-02, 6.8216e-03,\n", - " 5.7407e-02, 3.3450e-03, 3.6970e-02, -2.5737e-02, -5.1332e-02,\n", - " -8.2655e-03, 1.6212e-02, 1.6062e-02, 2.6094e-02, -8.5147e-03,\n", - " -2.9655e-02, 1.7783e-02, 9.6241e-02, 3.7756e-02, -1.5162e-01,\n", - " -5.0180e-02, -5.6128e-02, 5.8431e-02, -1.6516e-01, 3.0202e-02,\n", - " 4.0676e-02, 8.5752e-02, -1.7583e-01, 2.8567e-03, -7.1696e-02,\n", - " 5.3509e-02, 1.5938e-01, -1.6331e-01, -1.0841e-01, 6.1553e-02,\n", - " 1.1936e-01, -7.4439e-02, -4.5016e-02, 1.6129e-02, -5.7615e-03,\n", - " -1.8323e-01, 6.3183e-02, -7.6440e-03, 1.6134e-02, 2.4976e-02,\n", - " -1.2384e-02, -2.4168e-02, 8.5865e-02, 1.5221e-02, 4.6307e-02,\n", - " 1.8974e-02, -1.6399e-02, -4.7848e-03, 4.5910e-02, 4.7655e-02,\n", - " -1.6408e-01, -3.6406e-02, 4.1445e-02, 2.0582e-03, 7.5305e-02,\n", - " 3.6207e-03, -8.9408e-02, 1.2104e-01, -6.7206e-02, 1.0240e-01,\n", - " -7.4031e-02, 8.6440e-02, -5.5431e-02, -4.7521e-02, -1.0777e-01,\n", - " 2.5522e-02, 2.4683e-02, 6.7388e-03, 1.1341e-02, 1.1625e-01,\n", - " -1.6916e-01, 6.9006e-03, -4.5920e-02, -6.3389e-02, -9.8795e-02,\n", - " -1.1763e-02, 2.6396e-02, -1.1824e-01, -8.3117e-03, -7.0929e-02,\n", - " 4.2962e-02, -5.8260e-02, -1.3235e-03, -3.0067e-02, 6.1744e-03,\n", - " -5.9929e-02, 6.6523e-02, -4.0003e-02, -5.4737e-03, 1.6844e-01,\n", - " -2.3808e-01, -9.9495e-03, 5.0065e-02, -6.8697e-02, -3.5038e-02,\n", - " 9.2285e-03, -4.9426e-02, -3.4044e-02, -5.4510e-02, 2.8514e-02,\n", - " -2.2295e-02, 4.2010e-02, 9.2599e-02, -4.8197e-02, 6.2775e-02,\n", - " -4.2222e-02, 5.5813e-02, 4.7171e-02, -3.0577e-02, -3.5585e-02,\n", - " -1.0381e-01, 9.9278e-02, 6.0218e-02, -7.7664e-02, 2.0602e-01,\n", - " 5.8852e-03, 1.1996e-01, -2.0498e-01, 2.7947e-02, -4.1860e-02,\n", - " -1.0740e-01, 7.2504e-02, 9.8906e-02, -3.4728e-03, -1.4435e-01,\n", - " -2.1729e-03, 9.9058e-03, -2.2585e-02, 5.5247e-02, -1.4785e-02,\n", - " 1.5799e-01, 3.9393e-02, -1.3659e-01, -7.6890e-02, -4.9164e-02,\n", - " 3.3953e-02, 9.5353e-02, -1.0275e-01, 8.9913e-02, 4.9757e-02,\n", - " 9.1625e-03, -3.6689e-03, -1.6011e-02, 1.6692e-02, -1.9708e-02,\n", - " 1.8098e-02, 6.0516e-03, -2.0227e-02, -7.7428e-03, 8.0691e-03,\n", - " -8.1879e-03, -1.4530e-02, 1.1431e-01, 2.9834e-03, -3.7115e-02,\n", - " 2.3553e-02, 7.2270e-03, -2.9914e-02, -1.0603e-01, 2.0180e-01,\n", - " 1.0560e-01, -1.5267e-02, 1.5938e-01, -1.3340e-02, 2.8815e-03,\n", - " -1.0612e-01, -1.3293e-03, 1.3947e-01, -2.4427e-02, -9.2026e-03,\n", - " 1.6498e-02, 2.0754e-02, -2.6225e-02, -1.8993e-02, 3.2672e-02,\n", - " 1.4828e-02, -7.1158e-02, 4.7700e-02, 3.4668e-02, 1.0450e-01,\n", - " 1.3739e-01, -1.4541e-01, -1.8669e-02, 7.6685e-02, -7.0014e-02,\n", - " 4.3535e-02, 6.1664e-02, -5.3280e-02, 1.1325e-02, 3.7875e-02,\n", - " -1.0879e-02, 4.9780e-02, 5.9468e-02, 9.0735e-03, 3.5371e-02,\n", - " 5.7307e-02, 1.8668e-03, 2.5530e-02, 7.0896e-03, -1.7353e-02,\n", - " 1.9435e-02, -6.4899e-02, 9.2190e-02, -8.1033e-02, -4.8230e-02,\n", - " -4.5026e-03, -5.5676e-02, -2.3679e-02, -2.6258e-03, -5.8901e-03,\n", - " -1.9796e-02, -1.6699e-01, -7.8646e-02, -4.3897e-03, -1.7698e-01,\n", - " -3.3531e-02, 2.3695e-02, -4.1124e-03, 7.3138e-02, 3.6102e-02,\n", - " -1.8301e-02, -1.4327e-01, 4.4598e-02, 2.0931e-02, -3.0549e-03,\n", - " 1.2830e-02, -7.4492e-02, 3.4359e-02, 1.2541e-01, -4.6189e-02,\n", - " -3.9201e-02, 9.7552e-03, 3.7750e-02, 7.1625e-02, 2.4458e-02,\n", - " -3.0181e-03, -2.8193e-02, -8.5843e-02, 1.3731e-01, 3.9742e-03,\n", - " -4.3739e-02, -1.1429e-01, 3.1875e-02, 4.0810e-02, -4.4685e-02,\n", - " 6.3718e-02, 9.0717e-03, -7.1695e-02, -1.0359e-01, -1.0513e-02,\n", - " 2.9483e-02, 4.7546e-02, 9.1696e-02, 3.4495e-02, 8.8962e-03,\n", - " -3.9718e-02, -1.2222e-01, -1.4585e-01, -8.0282e-02, 6.1389e-02,\n", - " -1.1939e-01, 4.9263e-02, 9.5245e-02, 5.2225e-02, -2.6672e-04,\n", - " 4.3842e-02, 6.2628e-02, 2.2652e-02, 9.8249e-02, -1.0906e-02,\n", - " -4.5524e-02, -1.0192e-01, 5.2994e-02, -6.0835e-01, 5.0270e-03,\n", - " -1.5364e-02, 1.5286e-02, 2.1073e-02, 6.7554e-02, -9.0608e-03,\n", - " 1.8360e-02, 1.3934e-02, -6.3171e-02, -6.1486e-02, 1.4765e-01,\n", - " -6.6814e-02, -2.5863e-03, 6.9072e-02, -1.0941e-01, 3.1477e-02,\n", - " -2.2110e-02, 1.2145e-02, -2.7738e-02, -5.2908e-03, 7.4516e-02,\n", - " 5.5743e-02, -1.8674e-01, 2.3701e-02, 7.1559e-02, 2.1703e-02,\n", - " 2.0873e-03, -1.3439e-01, -1.2334e-01, -1.7637e-02, 4.5334e-02,\n", - " 3.0578e-02, -4.3460e-02, -5.2143e-03, 5.8567e-02, -2.8273e-02,\n", - " 8.2915e-02, -1.9440e-02, -1.3945e-03, 5.1026e-02, 5.0649e-02,\n", - " -3.9138e-02, -5.1912e-02, -2.4802e-02, -9.4784e-02, 1.7877e-02,\n", - " -5.0511e-02, 3.3679e-02, -9.9476e-03, 4.0135e-02, 4.7101e-02,\n", - " 6.3703e-02, -3.5107e-02, -2.1194e-02, 1.2561e-02, 5.1499e-02,\n", - " 7.9785e-02, -1.1527e-01, -3.6837e-02, -2.6394e-02, -1.1905e-01,\n", - " -9.6783e-02, 1.0174e-01, -7.1383e-02, 7.3497e-02, 5.9568e-03,\n", - " 2.7958e-02, 1.7887e-02, -6.8977e-02, -8.5402e-02, 5.8450e-02,\n", - " 3.9519e-02, -1.8410e-01, 1.2126e-04, -4.3574e-02, 1.1224e-02,\n", - " 3.3192e-02, -6.9547e-02, 5.7797e-02, -1.2664e-01, -1.1532e-01,\n", - " 5.9530e-02, -5.7526e-02, 5.9039e-02, -1.3476e-01, 8.9598e-02,\n", - " -2.3440e-02, -6.9204e-02, -1.4727e-01, 1.4294e-02, 5.0500e-03,\n", - " -2.8631e-02, 9.9152e-02, -3.4129e-02, -1.9163e-02, -6.2302e-03,\n", - " -4.6757e-02, 1.7264e-02, -7.1762e-02, -2.2174e-03, 2.1902e-02,\n", - " -1.3039e-02, 8.1550e-02, -2.4097e-03, 4.2364e-02, -9.8135e-02,\n", - " 4.9271e-02, -1.4919e-01, 2.1463e-02, 2.5853e-02, 8.4497e-02,\n", - " 3.1409e-02, -8.7231e-02, 2.3432e-02, 2.6108e-02, -1.5420e-02,\n", - " 9.8409e-02, 3.8885e-02, -2.8016e-02, -5.3046e-02, 2.5736e-02,\n", - " 2.1690e-03, -1.0956e-01, -4.8602e-02, 7.6129e-02, -8.2873e-02,\n", - " 4.2430e-02, -8.3504e-02, -7.3892e-02, -1.0125e-02, -1.4667e-01,\n", - " -9.5249e-02, 9.5729e-03, 8.5266e-02, 1.7415e-02, -2.8028e-02,\n", - " 2.5408e-02, 1.9912e-02, 6.3563e-02, -4.2983e-02, -1.5981e-01,\n", - " -3.5785e-03, -1.2662e-02, 1.3002e-01, 1.6666e-02, 5.8627e-03,\n", - " 4.8556e-02, 4.7203e-02, 1.7450e-03, -1.3483e-01, -4.9563e-02,\n", - " -1.4003e-02, -2.5360e-01, -5.2211e-02, -2.0686e-02, 8.3077e-02,\n", - " 5.0855e-02, -9.7688e-02, -5.9463e-02, -6.4293e-02, 1.1800e-01,\n", - " -3.2926e-02, -5.5257e-02, 9.1997e-02, -4.2565e-02, -1.0886e-02,\n", - " -1.1272e-01, -1.2862e-01, -8.2809e-03, -1.0994e-01, -9.1479e-02,\n", - " 9.6863e-02, -2.8046e-02, -1.3795e-01, -1.6158e-01, -3.5587e-03,\n", - " -4.8395e-02, 5.6392e-02, -1.8106e-02, -9.4353e-02, 4.1005e-02,\n", - " -5.1372e-02, 1.7214e-02, -1.8481e-02, 7.0044e-02, -3.8291e-02,\n", - " -7.5019e-03, -4.6876e-03, 3.9003e-02, 4.4423e-02, 5.0153e-02,\n", - " 5.2446e-02, -2.7275e-02, -4.8073e-02, 5.8769e-02, 2.8080e-03,\n", - " 4.5470e-02, 2.2833e-03, 6.0874e-04, -9.9752e-02, 5.7378e-02,\n", - " -1.0630e-02, -3.7426e-02, 1.2583e-01, -4.5001e-02, -3.9327e-02,\n", - " 1.6199e-01, -5.4764e-02, -1.5673e-01, -6.9441e-02, -1.0944e-02,\n", - " 5.1280e-02, 1.7566e-02, 3.4806e-02, 5.7962e-02, -1.2460e-01,\n", - " 7.1225e-03, -9.8463e-02, -5.0013e-03, 3.9799e-02, 3.3597e-02,\n", - " 8.3196e-02, 2.5613e-03, -1.6847e-02, -3.5578e-02, 2.8758e-02,\n", - " -4.3673e-02, -6.4676e-02, 3.0697e-02, -9.0055e-02, -1.0292e-01,\n", - " -1.0245e-01, 9.5398e-04, -2.7432e-02, -6.1103e-03, -4.9161e-02,\n", - " 3.7931e-02, 4.0631e-02, -2.3265e-02, 7.0618e-02, 4.1810e-02,\n", - " 2.8776e-02, -3.7161e-02, 6.5217e-02, -1.1654e-03, -7.8283e-03,\n", - " 2.7351e-02, 1.5455e-02, -1.5972e-02, 2.5158e-02, 2.4958e-02,\n", - " -4.6502e-02, 8.6505e-02, -3.4910e-02, -1.8559e-02, 1.5461e-02,\n", - " 1.6169e-02, 2.7121e-02, 9.3568e-03, 5.8788e-02, 7.6800e-02,\n", - " 5.4809e-03, 2.6193e-02, 5.1144e-02, 9.2268e-02, -3.6491e-02,\n", - " -7.5628e-03, -1.4720e-02, -1.8948e-01, 1.4647e-02, 3.7082e-02,\n", - " -2.6529e-01, 5.7219e-02, 1.5396e-01, -1.1925e-01, -3.7577e-02,\n", - " -1.9909e-02, 1.1527e-01, 1.1313e-03, -4.4189e-02, 3.9548e-02,\n", - " -4.2856e-02, -1.4525e-02, 2.3683e-02, 1.6437e-01, -3.6342e-02,\n", - " -7.4286e-02, -7.5112e-03, 7.2363e-02, 2.3088e-02, -1.2503e-02,\n", - " 3.6760e-02, 5.9914e-02, -5.0071e-02, 8.0386e-02, 4.6452e-02,\n", - " 2.8015e-02, -8.0781e-05, 1.0830e-01, 1.6817e-02, 4.7501e-02,\n", - " -1.0762e-02, 7.1164e-03, 7.8382e-03, -6.2644e-02, -1.9247e-01,\n", - " -1.4347e-02, -7.3048e-02, 2.2692e-02, -1.6246e-02, -5.5042e-02,\n", - " 9.5695e-02, 9.0955e-02, -1.5286e-02, 4.5828e-02, -4.8537e-02,\n", - " 1.4751e-01, 8.7671e-02, -4.0721e-02, -4.9785e-02, 4.0275e-02,\n", - " 1.1929e-01, 9.4903e-03, 4.8871e-02, 1.3037e-01, -4.9360e-02,\n", - " 2.3836e-02, -2.5025e-02, 6.3108e-02, 4.9236e-02, 4.3546e-02,\n", - " 2.6752e-02, 1.7169e-02, 1.3107e-02, -1.7083e-02, -1.2547e-03,\n", - " 4.0917e-02, 5.0577e-02, -7.3947e-03, -8.5595e-03, 7.4129e-02,\n", - " 4.0050e-02, 1.0860e-01, 4.7651e-02, 1.2793e-01, -1.2744e-01,\n", - " -4.4319e-02, 3.5965e-02, -2.1850e-02, -1.3497e-02, -1.3468e-01,\n", - " 3.2172e-02, 2.5957e-03, 6.7975e-03, -3.0531e-02, 1.5896e-02,\n", - " -4.7839e-03, 6.4387e-02, 4.0266e-02, -5.7172e-02, 2.7410e-02,\n", - " -7.7412e-02, 2.6944e-02, 1.2465e-02, -3.9122e-02, 5.0666e-02,\n", - " -1.4740e-01, 4.7516e-02, 6.3075e-02, 2.9911e-02, -4.8246e-02,\n", - " -6.5840e-03, -5.5527e-02, 1.1806e-01, 3.4408e-02, -4.5568e-02,\n", - " 2.2651e-02, 5.3391e-02, 1.3716e-02, 2.3880e-02, 4.8446e-03,\n", - " 4.2257e-02, -6.9626e-02, 2.6004e-02, 6.0837e-02, 1.2059e-02,\n", - " 8.7400e-02, -7.7372e-02, -4.6636e-02, -7.2542e-02, -3.5519e-02,\n", - " 3.3962e-02, -5.6474e-02, 1.0723e-01, 7.9819e-02, 3.3902e-02,\n", - " 4.3674e-02, -7.9836e-02, -8.2630e-02, 7.5413e-02, 1.0358e-01,\n", - " -4.6357e-02, 1.4154e-01, 1.2171e-02, 1.4162e-01, -6.2105e-02,\n", - " 7.5363e-02, -1.7513e-02, -1.8573e-02, -1.4457e-03, 8.2117e-03,\n", - " -1.1108e-02, -3.8689e-02, 2.5486e-02, -2.0361e-02, 6.5482e-02,\n", - " 3.3344e-02, 3.0315e-02, -4.4187e-02, 4.3513e-02, 3.9621e-02,\n", - " 4.2747e-02, 8.9697e-02, 3.4566e-02, 1.8588e-02, 1.5672e-01,\n", - " -1.1812e-01, -4.0930e-03, 8.1755e-02, 3.5769e-02, 6.3572e-02,\n", - " 1.0883e-03, -3.1841e-02, 3.6285e-02, 9.1688e-02, -8.1209e-02,\n", - " 7.2905e-02, -6.2827e-02, -1.0302e-01, 1.4194e-01, 4.3877e-03,\n", - " 5.5821e-02, -1.0288e-02, -2.1995e-02, 1.1843e-01, -1.2469e-01,\n", - " 1.4905e-01, -1.8806e-01, -5.4970e-02, 1.0390e-01, -8.2367e-03,\n", - " 1.5988e-02, 8.2483e-02, -1.0849e-02, -5.4032e-02, -8.4511e-02,\n", - " -3.5080e-02, 3.4848e-02, 2.8213e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8277, 0.8301, 0.8240, 0.8177, 0.8079, 0.8100, 0.8036, 0.8522, 0.8551,\n", - " 0.8169, 0.7806, 0.7337, 0.7863, 0.7730, 0.8375, 0.8041, 0.8061, 0.8016,\n", - " 0.8408, 0.7392, 0.7740, 0.7708, 0.8359, 0.8227, 0.7975, 0.8112, 0.7658,\n", - " 0.8323, 0.7687, 0.8531, 0.8592, 0.7577, 0.8079, 0.8369, 0.8471, 0.8331,\n", - " 0.8273, 0.8057, 0.8124, 0.7691, 0.8495, 0.8234, 0.8501, 0.7961, 0.8522,\n", - " 0.7840, 0.7822, 0.8514, 0.8460, 0.8470, 0.7964, 0.8478, 0.8130, 0.7019,\n", - " 0.8158, 0.7743, 0.8380, 0.7285, 0.8359, 0.7921, 0.8133, 0.7856, 0.7004,\n", - " 0.7705, 0.8432, 0.8413, 0.8325, 0.8377, 0.8125, 0.8165, 0.8470, 0.8586,\n", - " 0.8196, 0.7712, 0.8265, 0.7431, 0.8368, 0.7278, 0.8027, 0.7891, 0.8402,\n", - " 0.8433, 0.8402, 0.8197, 0.7598, 0.7877, 0.8053, 0.8336, 0.8372, 0.8350,\n", - " 0.8039, 0.8132, 0.5940, 0.8155, 0.7984, 0.8266, 0.6752, 0.7806, 0.8389,\n", - " 0.8443, 0.8581, 0.8442, 0.8277, 0.7956, 0.7788, 0.7312, 0.8343, 0.8495,\n", - " 0.8111, 0.7726, 0.8063, 0.8345, 0.7888, 0.8002, 0.8409, 0.8193, 0.8223,\n", - " 0.8601, 0.8320, 0.7739, 0.8222, 0.6359, 0.7974, 0.8067, 0.7298, 0.8037,\n", - " 0.8087, 0.7821, 0.8326, 0.7736, 0.8397, 0.8211, 0.7089, 0.8164, 0.8395,\n", - " 0.8400, 0.8117, 0.7846, 0.8333, 0.7100, 0.8411, 0.8386, 0.8338, 0.8388,\n", - " 0.8346, 0.5569, 0.8557, 0.8325, 0.8282, 0.7773, 0.8361, 0.8310, 0.7520,\n", - " 0.8389, 0.8572, 0.7952, 0.8299, 0.7512, 0.8420, 0.6939, 0.8317, 0.8687,\n", - " 0.8183, 0.8616, 0.7956, 0.8261, 0.8314, 0.7800, 0.5588, 0.8346, 0.8683,\n", - " 0.8112, 0.7879, 0.8028, 0.8562, 0.6863, 0.8062, 0.7932, 0.8269, 0.8056,\n", - " 0.8084, 0.8563, 0.8230, 0.8251, 0.8396, 0.8341, 0.8258, 0.8204, 0.8539,\n", - " 0.8217, 0.8398, 0.7887, 0.8112, 0.8355, 0.8283, 0.8206, 0.8512, 0.7909,\n", - " 0.8015, 0.7912, 0.8390, 0.8087, 0.6918, 0.7956, 0.8195, 0.7645, 0.8281,\n", - " 0.7960, 0.8403, 0.7865, 0.8040, 0.8417, 0.7932, 0.7975, 0.8318, 0.7300,\n", - " 0.7066, 0.8486, 0.6777, 0.7939, 0.8230, 0.8135, 0.8384, 0.8055, 0.8309,\n", - " 0.6804, 0.8080, 0.7632, 0.8364, 0.8377, 0.7982, 0.8263, 0.8038, 0.8576,\n", - " 0.8387, 0.8119, 0.8121, 0.7833, 0.8459, 0.7750, 0.8145, 0.8484, 0.8334,\n", - " 0.7974, 0.8264, 0.6991, 0.7907, 0.8151, 0.8168, 0.6546, 0.8028, 0.7928,\n", - " 0.8105, 0.8411, 0.8573, 0.8090, 0.7671, 0.7941, 0.8282, 0.8036, 0.8380,\n", - " 0.8046, 0.8382, 0.8371, 0.7709, 0.7991, 0.8187, 0.8250, 0.8177, 0.8412,\n", - " 0.8272, 0.8289, 0.8192, 0.8469, 0.8527, 0.8390, 0.7617, 0.8307, 0.8187,\n", - " 0.8276, 0.7604, 0.8274, 0.8530, 0.7192, 0.8223, 0.8360, 0.8299, 0.8127,\n", - " 0.7852, 0.8696, 0.7963, 0.7545, 0.8148, 0.8314, 0.7847, 0.7734, 0.7513,\n", - " 0.7431, 0.8426, 0.8341, 0.8468, 0.8248, 0.8509, 0.8431, 0.8267, 0.8204,\n", - " 0.7688, 0.8486, 0.5621, 0.8455, 0.8136, 0.6994, 0.8054, 0.8008, 0.8402,\n", - " 0.8216, 0.8460, 0.8524, 0.8319, 0.6813, 0.8301, 0.8019, 0.7987, 0.8115,\n", - " 0.8433, 0.8331, 0.7921, 0.8358, 0.8544, 0.8229, 0.7799, 0.7562, 0.8338,\n", - " 0.8106, 0.8286, 0.8266, 0.8215, 0.8480, 0.8471, 0.8274, 0.7780, 0.8844,\n", - " 0.7968, 0.8492, 0.8036, 0.6878, 0.8510, 0.8124, 0.8207, 0.8202, 0.8194,\n", - " 0.8352, 0.8419, 0.7187, 0.8432, 0.8352, 0.8126, 0.7886, 0.7904, 0.7973,\n", - " 0.8266, 0.8118, 0.8015, 0.8123, 0.8173, 0.8352, 0.7912, 0.8307, 0.8286,\n", - " 0.7644, 0.8383, 0.8261, 0.8464, 0.8039, 0.8266, 0.8392, 0.8583, 0.8216,\n", - " 0.7742, 0.8632, 0.8260, 0.3881, 0.8394, 0.8179, 0.8230, 0.8499, 0.8184,\n", - " 0.8471, 0.8469, 0.8088, 0.7857, 0.8234, 0.8166, 0.8113, 0.8416, 0.8684,\n", - " 0.8196, 0.7618, 0.8217, 0.8412, 0.8231, 0.7978, 0.7933, 0.8135, 0.7835,\n", - " 0.7824, 0.8399, 0.8169, 0.8271, 0.8516, 0.8067, 0.8441, 0.8442, 0.8390,\n", - " 0.8231, 0.7982, 0.8247, 0.8035, 0.8224, 0.7074, 0.8018, 0.7302, 0.8141,\n", - " 0.8040, 0.7746, 0.8048, 0.8193, 0.7969, 0.8459, 0.7264, 0.8420, 0.8009,\n", - " 0.8319, 0.7895, 0.8335, 0.8469, 0.7720, 0.8081, 0.8252, 0.8014, 0.8064,\n", - " 0.8453, 0.7915, 0.6704, 0.8249, 0.8052, 0.8175, 0.8050, 0.8078, 0.7764,\n", - " 0.8468, 0.8520, 0.8147, 0.7963, 0.8542, 0.8525, 0.8420, 0.8328, 0.8054,\n", - " 0.8030, 0.8033, 0.6928, 0.8538, 0.8449, 0.8284, 0.7567, 0.7780, 0.7906,\n", - " 0.7780, 0.8344, 0.8115, 0.7794, 0.8280, 0.8387, 0.8196, 0.8362, 0.8165,\n", - " 0.8445, 0.7990, 0.8085, 0.8142, 0.8029, 0.7262, 0.8085, 0.8196, 0.8165,\n", - " 0.8051, 0.8454, 0.7807, 0.8250, 0.8383, 0.8336, 0.7794, 0.8388, 0.8483,\n", - " 0.8315, 0.7269, 0.8090, 0.8527, 0.7946, 0.7988, 0.8270, 0.8193, 0.7879,\n", - " 0.8196, 0.8687, 0.7983, 0.8115, 0.8259, 0.8336, 0.7830, 0.7999, 0.8265,\n", - " 0.8509, 0.8074, 0.7933, 0.8113, 0.6988, 0.8044, 0.8076, 0.8536, 0.7355,\n", - " 0.8307, 0.8120, 0.8270, 0.8455, 0.8255, 0.8303, 0.8297, 0.7546, 0.7672,\n", - " 0.8094, 0.8624, 0.8330, 0.8477, 0.8068, 0.8105, 0.8444, 0.8039, 0.8981,\n", - " 0.7537, 0.7125, 0.8363, 0.7913, 0.8363, 0.7347, 0.8344, 0.8354, 0.8048,\n", - " 0.8059, 0.8445, 0.7743, 0.8134, 0.8532, 0.8359, 0.8299, 0.8033, 0.7840,\n", - " 0.8236, 0.8541, 0.8487, 0.8171, 0.8339, 0.8332, 0.8096, 0.8166, 0.8145,\n", - " 0.8519, 0.8311, 0.8342, 0.8283, 0.8591, 0.8476, 0.7541, 0.8033, 0.8372,\n", - " 0.8646, 0.6989, 0.8340, 0.8383, 0.7917, 0.8560, 0.8330, 0.7985, 0.8331,\n", - " 0.8313, 0.7542, 0.8703, 0.7986, 0.8627, 0.8518, 0.8247, 0.8565, 0.8131,\n", - " 0.7871, 0.8081, 0.8073, 0.8369, 0.8309, 0.8351, 0.8189, 0.8732, 0.8500,\n", - " 0.8222, 0.8366, 0.7896, 0.8489, 0.7662, 0.8248, 0.8169, 0.8615, 0.7782,\n", - " 0.8555, 0.7951, 0.7110, 0.8467, 0.7843, 0.8690, 0.8457, 0.7830, 0.7802,\n", - " 0.8254, 0.8532, 0.8491, 0.8285, 0.8209, 0.8077, 0.8030, 0.8119, 0.8428,\n", - " 0.8136, 0.7624, 0.8103, 0.7947, 0.8437, 0.8068, 0.8396, 0.8406, 0.7835,\n", - " 0.8345, 0.8277, 0.7829, 0.8547, 0.7828, 0.8521, 0.8312, 0.8157, 0.8535,\n", - " 0.8401, 0.7960, 0.8563, 0.8394, 0.8357, 0.7940, 0.6845, 0.7782, 0.7624,\n", - " 0.8355, 0.8324, 0.8043, 0.8515, 0.8547, 0.8360, 0.8429, 0.8399, 0.8104,\n", - " 0.8491, 0.8054, 0.8266, 0.8183, 0.7222, 0.8422, 0.8132, 0.7829, 0.8348,\n", - " 0.8351, 0.8274, 0.8255, 0.8413, 0.8376, 0.8442, 0.8350, 0.7864, 0.8308,\n", - " 0.8487, 0.8218, 0.7692, 0.8632, 0.8519, 0.8406, 0.8342, 0.8463, 0.8128,\n", - " 0.8563, 0.8318, 0.8065, 0.8136, 0.7724, 0.8133, 0.6653, 0.8605, 0.8267,\n", - " 0.8252, 0.8331, 0.8426, 0.7846, 0.7529, 0.7901, 0.8348, 0.8520, 0.7725,\n", - " 0.8336, 0.7802, 0.8415, 0.8095, 0.8517, 0.8034, 0.8115, 0.8359, 0.7958,\n", - " 0.7874, 0.8450, 0.8469, 0.8218, 0.8210, 0.8376, 0.8229, 0.8073, 0.8181,\n", - " 0.8189, 0.8266, 0.8234, 0.8492, 0.9094, 0.7444, 0.8136, 0.8407, 0.7935,\n", - " 0.8565, 0.7543, 0.8300, 0.8253, 0.8389, 0.8078, 0.8304, 0.8055, 0.7951,\n", - " 0.8124, 0.8217, 0.8558, 0.8421, 0.8404, 0.8037, 0.8344, 0.8407, 0.7752,\n", - " 0.7358, 0.8422, 0.8273, 0.7704, 0.8245, 0.8083, 0.8066, 0.8114, 0.8096,\n", - " 0.7860, 0.8131, 0.8555], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.0494e-02, -6.9239e-02, -3.3572e-02, 5.2311e-02, -9.7171e-02,\n", - " 7.0128e-02, -1.3345e-01, -9.1016e-02, -2.4380e-02, -1.7933e-02,\n", - " -2.0095e-02, -1.3722e-01, 6.0120e-02, -1.2645e-01, -6.3324e-03,\n", - " -2.1480e-02, 8.3300e-03, 2.0323e-02, -1.0128e-03, -2.2379e-01,\n", - " -1.5738e-01, 9.2064e-02, -1.1581e-01, -8.6196e-02, -2.0264e-02,\n", - " -1.4674e-01, -9.4585e-02, 3.9849e-04, 5.5408e-02, -4.3916e-02,\n", - " -2.2805e-02, -8.6351e-02, -8.7145e-02, 3.4056e-02, -6.8661e-02,\n", - " 1.8095e-02, 2.7065e-02, -1.1772e-01, -1.1491e-01, 4.3329e-02,\n", - " -5.1076e-02, 5.3483e-02, -3.8194e-02, -1.0900e-01, -2.8203e-02,\n", - " 6.1454e-03, -2.3486e-02, 1.3464e-02, -6.8799e-02, -1.1370e-02,\n", - " 1.0033e-01, -2.9508e-02, -1.5438e-01, 7.8670e-02, -4.9823e-02,\n", - " -1.6524e-02, -5.2450e-02, 8.6899e-02, -9.1755e-02, 7.7384e-03,\n", - " 1.7778e-02, -6.9716e-03, 4.4335e-02, 6.0352e-02, -2.8732e-02,\n", - " -7.2967e-02, -4.5065e-02, -2.8727e-02, -3.7056e-02, 3.2750e-02,\n", - " 5.2438e-02, -6.3101e-02, 3.2352e-02, -3.4270e-03, -1.2161e-01,\n", - " -5.3811e-02, -3.8245e-02, -6.8196e-02, -7.2574e-02, -7.1561e-02,\n", - " -3.0189e-02, -4.1359e-02, -8.1225e-02, -1.2027e-01, -5.1078e-02,\n", - " -2.4684e-02, 6.5825e-02, -9.9088e-02, -4.6596e-02, -4.5763e-02,\n", - " -2.2356e-02, -1.1253e-02, -2.5705e-01, 1.4600e-02, -6.2228e-02,\n", - " -7.3428e-03, -1.2882e-01, 2.9436e-02, -1.1786e-02, -4.7502e-03,\n", - " -8.8863e-02, -8.7100e-02, -5.8786e-02, 1.8792e-03, -7.9713e-02,\n", - " -3.4753e-02, 3.4736e-02, 4.8005e-04, -5.7281e-02, -5.4666e-02,\n", - " -2.1907e-02, -5.9543e-02, 6.3744e-02, 5.4463e-02, -1.8910e-02,\n", - " -1.1957e-02, -4.1915e-02, -3.7542e-02, -3.9728e-03, -1.2213e-01,\n", - " 1.5178e-03, 1.2422e-01, 1.7821e-02, -2.6692e-02, -3.3790e-02,\n", - " 2.9188e-02, -4.7732e-03, -7.5892e-02, -5.5306e-02, -2.4165e-02,\n", - " -7.3612e-02, -8.2526e-02, 3.5692e-02, -5.8749e-03, 8.7773e-03,\n", - " 4.5198e-02, -2.0331e-02, -5.5151e-02, 4.1368e-02, 7.1295e-02,\n", - " -3.1735e-02, -5.6571e-02, -2.6447e-02, -4.8356e-02, -4.5267e-02,\n", - " 1.5224e-01, -2.9308e-02, -1.9321e-03, -2.0700e-02, -1.3055e-01,\n", - " -3.4241e-02, -9.5634e-02, 3.7676e-02, -7.1527e-02, -5.6979e-02,\n", - " -1.2920e-02, -1.0852e-01, -1.7097e-01, -6.8022e-02, -1.5923e-02,\n", - " -1.1302e-02, -1.4833e-02, -1.1621e-02, -6.5376e-02, -1.7816e-02,\n", - " -1.3714e-01, -4.9338e-02, 5.9311e-02, 1.7468e-01, -1.6213e-02,\n", - " -3.8584e-02, -8.1795e-02, -1.4310e-02, -1.6689e-01, -8.2473e-02,\n", - " -1.0993e-01, -3.3751e-02, -4.3828e-02, -3.1490e-02, -8.1261e-02,\n", - " 9.9612e-03, -6.5593e-02, -1.8580e-02, -1.3301e-01, -1.0810e-01,\n", - " -1.1314e-02, -1.0608e-01, -8.7890e-02, -1.0554e-01, -3.7420e-02,\n", - " -1.8246e-03, 7.0297e-02, -1.3699e-01, -3.7411e-03, -6.0961e-02,\n", - " -8.1663e-02, -2.2591e-02, -1.1217e-01, -2.6142e-04, 1.7505e-02,\n", - " 7.0455e-03, -1.0829e-01, -4.9968e-02, -6.3656e-02, 1.3295e-02,\n", - " -8.9551e-02, -7.4982e-02, -3.2262e-02, -6.2251e-02, -1.4836e-02,\n", - " -2.6610e-02, 1.5064e-02, -9.6644e-02, -1.1627e-01, -1.9382e-02,\n", - " 1.0768e-04, 3.9637e-02, -5.2214e-03, -1.2991e-01, 6.9673e-03,\n", - " -3.5884e-02, -8.1422e-02, -5.3881e-02, -3.2233e-02, -3.7856e-02,\n", - " -1.3889e-01, -9.4414e-02, 2.1097e-02, -9.0368e-02, -3.8438e-02,\n", - " -8.8240e-02, -3.0354e-02, -6.7163e-02, -1.7042e-02, -3.0849e-02,\n", - " -8.2202e-02, -5.1699e-02, -4.8954e-02, -8.5609e-03, 3.8232e-02,\n", - " -2.2692e-02, -4.4196e-02, -3.3168e-03, -5.7049e-02, -4.1371e-02,\n", - " -5.3919e-03, 3.6889e-02, -5.6482e-02, 2.5477e-02, 1.0118e-01,\n", - " -5.4489e-02, -1.1332e-01, 1.7647e-03, -1.9584e-03, 1.1106e-03,\n", - " 4.3217e-02, 6.1327e-02, 3.9738e-02, -5.9028e-02, -5.5770e-02,\n", - " -9.0251e-02, 1.3630e-02, -1.2098e-01, -7.1996e-02, -1.0900e-01,\n", - " -5.6447e-02, -2.1974e-02, -4.7587e-02, -7.2531e-02, -5.2994e-02,\n", - " -3.7659e-02, -3.2374e-02, -4.5239e-02, -3.4204e-02, 1.7925e-02,\n", - " -4.6292e-02, 1.5596e-02, 7.1451e-02, -1.2783e-02, 4.8524e-02,\n", - " -9.0837e-02, -3.6809e-02, -3.9677e-02, 2.7325e-02, 8.5334e-02,\n", - " -3.6055e-02, -6.7942e-02, -1.3512e-01, -9.5420e-02, -4.2282e-02,\n", - " -4.9434e-02, -2.7950e-02, 3.2344e-02, -2.4760e-03, -1.1095e-01,\n", - " -5.5282e-02, -1.9309e-02, -1.9236e-01, -3.5105e-02, -2.2421e-02,\n", - " 9.6877e-03, -2.4121e-02, 2.8237e-02, -9.0179e-02, -1.6678e-01,\n", - " -1.2857e-01, 4.6221e-02, 1.1899e-02, 7.4813e-02, -1.4786e-02,\n", - " 1.1839e-02, -8.9604e-02, -4.1799e-02, 1.0231e-02, -6.7102e-02,\n", - " -3.7469e-02, -5.3879e-02, -4.5370e-02, 2.1477e-03, -5.8916e-02,\n", - " -1.2198e-02, -3.8707e-02, -8.7035e-02, 5.5218e-02, -4.0060e-02,\n", - " -1.1132e-01, -5.1071e-02, -2.2102e-02, -1.3831e-02, -4.9538e-02,\n", - " -9.4911e-03, -2.8487e-02, -4.1896e-02, -1.3084e-01, 1.0205e-02,\n", - " -6.7491e-02, -1.0187e-02, 8.5128e-03, -2.9098e-02, -3.2847e-02,\n", - " -1.4953e-02, -9.7244e-02, -6.8480e-02, -9.8954e-03, -1.8714e-02,\n", - " -9.5773e-02, -1.2151e-02, 3.7252e-02, 3.0568e-02, 4.8364e-02,\n", - " 1.0140e-02, -1.1715e-01, -7.1135e-03, -6.8321e-02, -3.3497e-02,\n", - " 6.0599e-03, -2.0805e-02, -6.9610e-02, 2.6346e-02, -3.9408e-02,\n", - " -5.0415e-02, 2.9185e-02, -4.1285e-02, -7.8182e-02, -4.6692e-02,\n", - " -3.0470e-03, -6.4371e-04, -5.5869e-02, 6.5250e-03, 2.3301e-02,\n", - " -4.1362e-04, -4.1954e-02, -7.7697e-02, -8.7864e-02, 3.1415e-02,\n", - " -4.8112e-02, -3.6784e-02, -1.1244e-02, 5.0423e-02, -1.6101e-02,\n", - " -2.0555e-02, 1.1417e-01, -8.2894e-02, 8.9627e-02, -3.6676e-02,\n", - " -3.0710e-02, 2.6132e-02, -9.3542e-02, -1.4358e-02, 1.5105e-02,\n", - " -5.9929e-02, -6.5510e-02, -9.4797e-02, -1.4699e-02, -1.1456e-01,\n", - " -2.8886e-02, 9.0256e-03, 5.1278e-02, -2.4078e-02, -2.6382e-02,\n", - " 7.3632e-03, 6.1210e-03, -2.3070e-02, 4.8692e-02, -4.5451e-02,\n", - " 1.1202e-01, -6.4603e-02, -6.3012e-02, -6.5059e-02, 4.8674e-03,\n", - " 4.3204e-02, 5.3306e-03, -5.1949e-02, -6.2507e-02, -1.3015e-02,\n", - " -6.6683e-02, -4.0300e-02, -3.0812e-02, -4.4579e-02, -1.9321e-02,\n", - " -1.2225e-02, 3.4613e-02, -9.7632e-02, -3.5585e-02, 7.1398e-02,\n", - " -5.7081e-02, -3.2617e-02, 6.4256e-03, 5.1575e-02, -9.0184e-02,\n", - " -3.7052e-02, 1.3078e-02, 1.5910e-03, -5.1146e-02, -5.8468e-02,\n", - " -1.1555e-01, 6.6237e-02, 2.4509e-02, 1.4734e-02, 4.2756e-02,\n", - " -3.3400e-02, -3.2198e-02, -3.0030e-02, 1.4074e-02, -3.5604e-02,\n", - " 8.0464e-03, 1.2484e-02, -6.4880e-02, -1.3125e-02, 5.6338e-02,\n", - " -1.0700e-02, -3.3618e-02, -1.2430e-01, 6.0595e-02, -8.8803e-02,\n", - " -9.2630e-03, -4.9865e-02, -6.3150e-02, 5.6852e-03, 3.0266e-02,\n", - " -6.2053e-02, 4.9653e-02, -6.0407e-02, -1.2440e-01, -9.0744e-02,\n", - " 2.5398e-02, 5.8245e-02, -3.4738e-02, -7.4756e-02, -4.9891e-02,\n", - " -5.4959e-02, 2.7933e-02, -4.3400e-03, -2.1084e-02, -3.5295e-02,\n", - " -1.1632e-02, -2.2031e-02, -3.1687e-02, 3.6487e-02, -1.0440e-02,\n", - " -6.6188e-02, -1.2880e-01, -1.9424e-02, -3.0458e-02, -1.5626e-02,\n", - " -3.9210e-02, -5.5642e-02, -7.9712e-02, 8.0355e-02, -3.8994e-02,\n", - " -5.3180e-02, -2.2593e-02, -1.2382e-01, -3.7367e-02, 2.5418e-02,\n", - " -3.8537e-02, 2.6419e-03, -7.3765e-02, -1.6326e-02, -7.1445e-02,\n", - " -2.2867e-02, -4.3866e-02, -4.9742e-02, -3.7827e-03, 5.7705e-03,\n", - " -1.9355e-02, 1.5992e-03, -4.3071e-02, 3.0688e-04, -4.5572e-02,\n", - " -2.1450e-02, -1.2305e-02, -4.0738e-02, -5.7952e-02, 6.4506e-02,\n", - " -1.1078e-01, 2.5363e-02, -8.9307e-03, 4.0527e-02, -7.7325e-02,\n", - " 1.4900e-02, -7.9799e-02, -7.6209e-02, 1.9006e-02, 4.6509e-02,\n", - " 1.6076e-03, -5.7261e-02, -4.3976e-02, -5.0785e-02, -4.6341e-02,\n", - " 3.8114e-02, -2.7983e-02, -3.8558e-02, -5.8375e-03, -2.4728e-02,\n", - " -1.4737e-02, -1.9339e-02, -7.8047e-02, -3.7503e-02, 4.3071e-02,\n", - " -6.7834e-02, 4.3043e-02, -3.3216e-03, -3.3793e-02, -1.9978e-02,\n", - " 2.2843e-02, 6.1715e-03, 5.2989e-03, -1.0278e-01, -9.8603e-02,\n", - " -4.4119e-02, 4.0115e-02, -9.1831e-02, -7.6330e-02, -1.1738e-01,\n", - " 3.6531e-02, -7.6673e-02, -3.6519e-02, -1.0326e-01, -3.4593e-02,\n", - " -4.5150e-03, -2.6802e-03, 2.9437e-02, -3.0110e-03, 8.7811e-03,\n", - " -5.4702e-02, -4.1350e-02, 9.9302e-03, -4.0556e-02, 1.0190e-02,\n", - " -5.4287e-02, -4.5395e-02, -5.2088e-02, -5.4472e-02, -2.1482e-02,\n", - " -5.3140e-02, -1.0429e-02, 2.5314e-02, -7.8315e-02, -3.4090e-02,\n", - " 2.8963e-02, -1.7140e-02, -9.9090e-02, -3.1958e-02, -9.6056e-03,\n", - " -6.8848e-02, -1.9435e-01, -4.6869e-02, 4.7915e-03, -2.3587e-02,\n", - " -8.4345e-02, 1.2865e-02, -4.7453e-02, -2.7520e-02, -6.9908e-02,\n", - " -2.1776e-02, -7.7942e-02, -8.1344e-02, -8.8128e-02, -5.5907e-02,\n", - " -8.7587e-02, -7.8733e-02, 3.1099e-02, -6.0602e-02, -9.8341e-02,\n", - " -5.5006e-02, -5.6393e-02, -8.4273e-02, -5.1951e-02, -3.8026e-03,\n", - " -3.0514e-02, -1.3434e-03, -4.0253e-02, -1.6160e-02, -1.1743e-02,\n", - " -7.5754e-02, 1.7645e-02, -2.8654e-02, -3.1305e-02, -8.4756e-02,\n", - " -6.8512e-02, -7.9587e-03, -3.8693e-02, -4.4597e-02, -2.3619e-02,\n", - " -7.1496e-02, -1.5750e-01, 1.7903e-02, -2.3177e-02, -3.9376e-02,\n", - " -9.9279e-02, -1.0198e-01, 1.2039e-02, -1.4439e-01, -8.0793e-02,\n", - " -3.7915e-02, -6.8198e-02, -6.3960e-02, -8.7385e-02, -9.4628e-02,\n", - " 1.5104e-02, -4.5651e-02, -5.6888e-02, -3.9364e-02, 4.2532e-03,\n", - " 6.2822e-03, -9.7295e-02, 1.4715e-03, 1.7083e-02, -1.0385e-01,\n", - " -2.4758e-02, -4.0588e-02, -5.9271e-02, -8.8198e-02, 5.1931e-02,\n", - " -1.8842e-02, -2.4097e-02, -1.9881e-02, -4.3839e-02, -1.6683e-02,\n", - " -5.7929e-02, -8.8481e-03, -7.9132e-02, -2.8942e-03, -3.2661e-02,\n", - " -1.8181e-02, -5.9240e-02, -4.1779e-02, -8.2334e-02, -3.7144e-02,\n", - " -3.9740e-02, -6.6563e-02, -7.5435e-03, 2.7602e-04, -6.0352e-02,\n", - " 1.2749e-02, -1.1228e-01, -5.8860e-02, -1.0841e-01, 1.1129e-02,\n", - " -5.4373e-02, -6.4303e-03, -1.3797e-01, 3.4063e-03, -2.5362e-02,\n", - " 2.8497e-02, -1.2011e-01, -4.9321e-03, -1.8135e-02, -6.4064e-02,\n", - " -3.5712e-02, -1.1776e-01, -5.8070e-02, -6.3189e-02, 7.0842e-04,\n", - " -1.1438e-01, 3.0301e-02, -5.7693e-03, -4.8914e-02, 2.9518e-02,\n", - " -9.2074e-02, -4.9359e-03, -3.9812e-03, -7.0403e-02, -2.5478e-02,\n", - " -5.9708e-02, -1.2388e-01, -8.2504e-02, -8.5471e-02, -7.7713e-02,\n", - " 4.3188e-02, -8.7228e-02, -5.0785e-02, -7.9561e-02, 4.8213e-02,\n", - " -7.1289e-02, -2.9454e-02, -6.5618e-02, -7.7986e-02, -7.0871e-02,\n", - " 1.4499e-02, 1.3745e-02, -2.4416e-02, 5.4785e-03, -8.4109e-02,\n", - " -2.3814e-02, -1.8341e-02, -2.6466e-02, 1.2193e-02, -7.6618e-02,\n", - " 1.0241e-02, -8.7620e-02, -6.6335e-02, -8.3364e-02, -1.1883e-01,\n", - " -7.5803e-02, -1.0263e-01, -3.6374e-02, 3.0434e-03, -1.2217e-02,\n", - " -4.6287e-03, -3.8441e-02, -1.1248e-01, 1.5267e-02, -3.3650e-02,\n", - " -9.1552e-02, 6.4992e-03, -1.8604e-02, -8.0038e-02, -3.1986e-02,\n", - " -5.3885e-02, 5.8193e-02, -1.5155e-02, -6.5616e-02, -7.0809e-03,\n", - " -4.9905e-02, 1.1088e-01, -9.8603e-02, -1.8572e-02, -5.9597e-02,\n", - " -6.4257e-02, -8.4648e-02, -3.6704e-02, 1.0849e-02, 1.0935e-02,\n", - " -2.9944e-02, -8.9490e-03, -4.9784e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 7.0458e-02, -1.3413e-01, -5.1415e-02, 6.1329e-04, 1.2485e-01,\n", - " -2.3160e-02, 9.2162e-04, -5.2612e-03, -7.9784e-02, -2.2057e-01,\n", - " -7.4146e-02, 1.0247e-01, 9.7634e-02, -1.5478e-01, -4.0834e-02,\n", - " 3.7156e-02, -6.8666e-02, -6.1311e-02, 1.1434e-01, -3.3406e-02,\n", - " 1.1338e-01, -1.7237e-01, 1.0358e-01, 1.8742e-02, 4.1806e-02,\n", - " -1.5427e-01, 1.4638e-02, -1.6289e-03, -3.6387e-02, 8.1822e-02,\n", - " -5.6402e-02, -2.3178e-01, -4.4397e-02, -7.9753e-02, 1.1408e-01,\n", - " 1.1806e-01, -1.4331e-03, -2.4632e-02, 5.3993e-02, 1.6443e-02,\n", - " -6.9576e-02, -1.3975e-01, 7.5028e-02, 3.5681e-02, -4.6045e-02,\n", - " -9.7089e-02, 2.8592e-01, 5.0177e-02, 1.0826e-01, 2.3113e-02,\n", - " 1.8790e-02, 9.3372e-02, -1.5020e-01, -5.6738e-02, 2.5033e-02,\n", - " 1.0295e-01, -2.2554e-02, 3.8231e-02, 9.6961e-02, -1.1177e-01,\n", - " 3.1087e-02, -2.9600e-02, -4.6057e-02, -4.5839e-02, 3.3200e-02,\n", - " 5.9752e-02, -1.1522e-01, -5.7751e-02, 5.7012e-02, 3.5096e-02,\n", - " 1.4827e-01, -5.2832e-02, 3.2397e-02, -6.1503e-02, 4.9718e-02,\n", - " 3.6928e-02, 1.1139e-01, -1.4615e-01, 6.1351e-02, -2.2236e-02,\n", - " 5.3864e-02, 1.9927e-01, 1.9497e-01, 4.5732e-02, -3.4166e-02,\n", - " -7.0115e-02, 8.3599e-03, 1.0147e-01, 3.2765e-02, -8.3591e-02,\n", - " -1.2635e-01, 8.6134e-02, 1.4976e-02, -7.3115e-02, 2.0502e-01,\n", - " 1.4502e-01, 1.5976e-01, 2.2137e-01, 3.6839e-02, 8.7763e-02,\n", - " 9.6183e-02, 6.6420e-02, 5.8736e-02, 2.3167e-02, -1.3591e-01,\n", - " 1.2142e-01, -1.0120e-01, -2.0058e-01, 4.2026e-02, 1.9183e-01,\n", - " -2.4461e-02, 3.7974e-02, -2.4038e-01, 2.2500e-02, 9.4703e-03,\n", - " 1.9583e-02, -6.9426e-02, -1.1339e-01, 2.0212e-01, 8.9252e-02,\n", - " -7.1125e-03, -1.6362e-01, -3.0168e-01, 8.2694e-02, -3.1659e-01,\n", - " -1.6747e-01, 1.2972e-01, -2.7914e-02, -2.6397e-01, 4.1177e-01,\n", - " 1.2252e-01, -1.9190e-01, 1.2659e-01, 2.2187e-01, 1.8745e-01,\n", - " 9.1578e-02, 4.1811e-01, 2.1165e-01, -2.3808e-01, 1.3677e-01,\n", - " 5.4899e-02, 3.7985e-01, -4.9435e-01, 1.9959e-01, -4.1115e-01,\n", - " 1.4076e-01, 3.2423e-01, -1.7088e-01, 3.6753e-02, -8.4073e-02,\n", - " 3.2537e-01, -2.7104e-01, -3.6756e-01, -1.3829e-01, 1.3077e-01,\n", - " 2.5180e-01, 1.4565e-03, -8.8185e-02, 1.6973e-01, -4.8411e-01,\n", - " -6.1179e-02, -9.1329e-02, -3.7195e-01, -2.6812e-01, -1.1216e-01,\n", - " 5.0065e-01, -8.1869e-02, -4.1484e-01, -3.3661e-02, -2.6117e-01,\n", - " 1.0787e-01, -6.0509e-02, -1.1453e-01, 1.0601e-01, 3.5180e-01,\n", - " 2.9985e-01, -3.9011e-02, 2.3987e-01, -4.9467e-02, 4.4336e-01,\n", - " 1.2968e-01, -7.1369e-02, -4.5167e-01, -1.3387e-01, -2.2014e-01,\n", - " -3.8011e-02, 7.0273e-02, -1.7924e-02, -1.3583e-01, -1.5456e-01,\n", - " 1.1586e-01, 5.9036e-02, 2.6441e-01, -2.0500e-01, -1.1959e-01,\n", - " 2.4788e-01, -1.1783e-01, 4.2783e-01, -2.0625e-01, -3.1593e-01,\n", - " -1.1498e-01, -8.4215e-02, 1.3873e-01, -1.0911e-01, 2.1896e-02,\n", - " 6.2344e-01, 3.6165e-01, 1.6600e-01, -2.9486e-01, 1.3810e-01,\n", - " -7.2069e-01, 1.0354e-02, -1.8532e-01, 7.2902e-03, 1.9833e-01,\n", - " -1.7086e-01, -4.7316e-02, 1.6060e-01, 1.5354e-01, 1.4154e-01,\n", - " 1.0622e-01, 1.2976e-02, -2.8206e-01, 1.3968e-01, 1.3000e-02,\n", - " -6.7234e-03, -3.4252e-02, -1.9691e-02, -2.1170e-01, 1.4033e-01,\n", - " 2.5195e-01, 8.3278e-02, 1.5831e-01, -5.5443e-02, 1.9239e-01,\n", - " 9.4992e-02, -3.1965e-01, 1.8669e-01, -5.6818e-01, -7.3598e-02,\n", - " 2.6009e-01, 3.4286e-02, -1.5125e-02, 2.3350e-01, -1.1540e-01,\n", - " 8.9940e-02, 1.9138e-02, 1.2292e-02, 1.1128e-02, 3.8369e-02,\n", - " 2.3720e-01, -6.1414e-02, 1.0822e-01, 2.2247e-02, 7.4746e-02,\n", - " 2.6781e-01, -2.6947e-02, -1.4337e-02, 9.5395e-02, 2.8505e-02,\n", - " -1.0431e-01, 6.5849e-02, -7.6652e-02, -8.1692e-02, 8.3926e-02,\n", - " -6.9016e-03, 1.0577e-01, 7.1226e-02, 9.2976e-02, 6.4286e-02,\n", - " 4.4104e-02, -1.2476e-01, -7.6680e-02, 4.6227e-02, -1.4684e-01,\n", - " 2.4441e-01, -5.6103e-02, -3.1267e-02, 2.6542e-01, -1.0495e-01,\n", - " -5.3203e-02, -3.1034e-01, -1.3724e-02, -1.7406e-01, 3.4188e-01,\n", - " 1.5708e-02, 3.4579e-01, 3.7150e-01, 1.3695e-01, -2.0094e-02,\n", - " -1.4249e-01, -1.4996e-01, 7.6650e-02, 3.1146e-02, 9.0864e-02,\n", - " -5.2919e-02, -4.5837e-02, 1.3877e-01, 1.2685e-01, -2.1389e-02,\n", - " -2.1478e-01, 1.9449e-01, -1.7655e-02, 1.1544e-01, -2.1539e-02,\n", - " 1.3681e-01, 7.5903e-02, -1.7807e-01, -9.0068e-02, -1.8549e-01,\n", - " -8.4337e-02, 2.8474e-02, -3.7053e-02, 8.8656e-02, -7.8410e-02,\n", - " -3.0044e-01, 7.6578e-02, -8.6009e-02, 4.4881e-02, 2.2207e-01,\n", - " 4.0736e-02, -1.5735e-02, -1.3485e-01, 2.4064e-02, -1.7691e-02,\n", - " -7.1483e-02, -1.5563e-01, 2.3145e-02, -3.2105e-02, -6.4954e-02,\n", - " 3.7405e-02, -1.6936e-01, -3.0927e-02, -7.6812e-02, -1.6936e-02,\n", - " -2.3868e-02, 1.9260e-02, 2.9133e-02, -3.5938e-02, -8.8135e-02,\n", - " -5.2115e-01, -4.3920e-02, -2.6252e-01, 4.8833e-02, 2.1311e-01,\n", - " 9.6438e-02, -7.8871e-02, -6.2410e-02, -7.7524e-03, -1.6280e-01,\n", - " 6.7774e-03, -1.2876e-02, 3.9861e-03, 8.1279e-02, 6.3908e-02,\n", - " -1.1062e-01, -1.1185e-01, -2.7747e-01, 1.7071e-01, 2.3600e-01,\n", - " -5.0287e-02, 4.4513e-01, -2.2962e-02, 1.9210e-01, -7.2517e-02,\n", - " 8.3201e-02, -4.7533e-02, -4.4830e-02, 6.8033e-02, 1.1465e-01,\n", - " -2.6439e-02, -2.4864e-01, 1.5682e-01, -8.1473e-02, 5.1195e-02,\n", - " 1.1430e-02, -1.9383e-02, 7.0320e-02, 2.6813e-02, -2.7686e-02,\n", - " 7.1862e-02, -1.6799e-01, 1.0643e-02, 2.1768e-02, 4.7716e-02,\n", - " -1.5338e-01, 1.2417e-01, -3.3596e-02, -1.5851e-01, -9.4268e-02,\n", - " 2.5214e-01, 1.3985e-01, 2.1496e-01, -1.2716e-01, 5.6395e-02,\n", - " -2.8049e-02, -2.1809e-01, 2.3306e-02, 8.3607e-02, -1.7014e-01,\n", - " 2.0245e-01, 3.3476e-02, 3.7745e-01, -1.7768e-02, -2.8505e-01,\n", - " 4.8512e-02, 1.7565e-01, -6.8004e-02, 1.6971e-01, -4.7947e-03,\n", - " 1.1149e-01, -6.6293e-02, -1.5158e-01, -2.7082e-02, 3.9324e-02,\n", - " -1.2235e-02, -7.8607e-02, 1.9633e-01, -1.1167e-01, 1.4566e-01,\n", - " 8.7697e-02, 6.0600e-02, -1.8243e-02, -1.2594e-01, -7.0884e-02,\n", - " 1.3651e-01, -2.0096e-03, -7.3846e-02, -1.0368e-01, 3.4081e-01,\n", - " -5.1537e-02, 3.3916e-02, 9.8264e-02, 1.8081e-01, 9.3840e-02,\n", - " -7.6893e-02, 1.4750e-01, -5.7390e-02, -1.1937e-01, 6.2344e-03,\n", - " -3.9877e-02, -1.5248e-01, 8.9908e-02, -2.9805e-01, 2.8100e-02,\n", - " -2.1777e-01, -3.0448e-01, 1.7988e-02, 1.8570e-02, 9.8961e-02,\n", - " 5.0421e-01, 2.7602e-02, -4.6037e-02, -3.4207e-01, -2.4650e-01,\n", - " -3.7764e-02, -2.0102e-01, 8.3910e-02, -3.7005e-01, -1.4513e-01,\n", - " 1.4604e-01, 7.3432e-02, 1.0569e-01, -1.0202e-02, 2.2167e-01,\n", - " -2.0404e-01, 3.8687e-01, 2.5140e-01, 2.8018e-01, -8.6869e-02,\n", - " -4.7966e-02, -1.3860e-01, -2.5856e-01, 1.2471e-01, -1.3597e-01,\n", - " -1.9934e-01, 8.7606e-02, -7.0543e-02, 1.4869e-01, 7.3133e-04,\n", - " -3.0808e-02, -3.6403e-01, 3.7935e-01, -1.4004e-01, 9.3023e-04,\n", - " -4.7049e-02, 2.2357e-01, -1.3424e-02, 2.2656e-02, 2.1452e-01,\n", - " 8.6131e-03, 2.9831e-01, -8.5689e-02, -8.5514e-02, 1.9094e-01,\n", - " 3.1854e-01, 7.7363e-02, 1.4070e-01, -2.8922e-01, -3.6205e-02,\n", - " -5.3205e-02, 7.3351e-02, 1.0209e-01, 7.9747e-02, 8.2369e-02,\n", - " 6.5185e-02, 7.7275e-04, -5.3597e-02, -1.1220e-01, -5.7099e-03,\n", - " 3.3706e-01, -1.2866e-01, -2.7339e-02, -8.8222e-02, 1.3725e-02,\n", - " 3.7894e-02, 8.2848e-02, 6.3295e-02, -2.5273e-02, 3.1086e-02,\n", - " -1.1371e-01, -4.4980e-02, 4.5222e-02, 6.3484e-02, 1.8768e-02,\n", - " 6.6905e-03, -1.0450e-01, 9.5492e-03, 1.5535e-02, -3.2119e-02,\n", - " 9.0357e-02, 6.4929e-02, 5.1067e-02, 5.5471e-02, 1.4940e-02,\n", - " -4.3615e-02, -1.4805e-02, 1.5402e-02, -3.7294e-02, 3.6690e-02,\n", - " 1.9525e-02, 8.9487e-02, -1.0701e-02, -1.5746e-02, -1.9358e-02,\n", - " -1.0974e-01, -8.2868e-02, 1.1119e-01, 1.4538e-02, -4.3316e-02,\n", - " -1.4856e-02, -8.1707e-03, 2.7514e-02, -1.7030e-02, -2.4840e-02,\n", - " 3.0258e-02, -7.5733e-02, 1.1954e-02, 2.1979e-02, -1.9951e-02,\n", - " -3.4641e-01, 9.9652e-03, -6.2871e-02, 7.7101e-03, 3.9395e-02,\n", - " -1.5744e-02, 1.5923e-03, 5.2414e-03, -7.5762e-02, 1.1848e-01,\n", - " -3.2802e-02, -2.1575e-02, -2.2514e-02, -7.9981e-03, -4.1279e-02,\n", - " 2.3731e-02, -3.4802e-02, -6.9281e-02, -7.9437e-02, 6.2935e-02,\n", - " -8.9618e-02, -3.4347e-02, 1.1022e-01, 1.1898e-01, -9.8651e-03,\n", - " 3.0018e-02, -3.3199e-02, 1.9590e-02, -4.3484e-02, -2.6160e-03,\n", - " -3.1479e-02, -3.5263e-02, -6.8237e-02, -3.6163e-02, 8.2423e-03,\n", - " -3.2197e-02, 4.8062e-02, 5.3198e-02, 4.3466e-02, -1.0946e-02,\n", - " 1.3541e-02, -7.7863e-02, -4.1349e-02, -5.2811e-02, -2.1493e-03,\n", - " 1.3141e-01, -6.5234e-02, 1.8365e-02, -3.8181e-02, -3.0147e-02,\n", - " -9.1990e-03, -3.8245e-02, 4.2157e-02, 1.2235e-02, 6.3925e-02,\n", - " 6.2379e-02, 7.0967e-02, 5.3118e-02, -9.5716e-02, 4.4917e-02,\n", - " 5.4255e-02, -6.4227e-02, 3.9906e-02, 2.0616e-02, 3.8707e-02,\n", - " 2.5480e-01, 3.0784e-02, -1.2052e-01, 8.5427e-02, -6.5499e-04,\n", - " 9.7013e-03, 2.2873e-02, -5.0217e-02, 1.0338e-01, -8.4900e-03,\n", - " -6.4923e-02, 3.2992e-02, -4.4531e-02, -2.5578e-02, -1.1307e-02,\n", - " -3.8217e-03, -9.2726e-02, -2.5944e-01, 1.2399e-01, 2.7599e-02,\n", - " 8.5303e-02, -3.5674e-02, 4.8556e-01, -2.9920e-02, -1.3968e-01,\n", - " -5.3070e-02, 2.9379e-02, -3.8417e-02, 2.1518e-02, 1.0570e-01,\n", - " -3.7335e-02, -1.9560e-02, -2.3809e-02, 5.0901e-02, -1.8098e-02,\n", - " -2.0276e-02, -1.2497e-02, -6.8531e-02, -4.2004e-02, 3.2683e-02,\n", - " -8.0187e-02, -9.8797e-02, -8.2666e-03, -3.5253e-02, -5.4555e-02,\n", - " -2.9475e-02, -2.4152e-01, 1.7964e-02, -5.4437e-02, 3.9490e-02,\n", - " -5.1086e-02, 6.8498e-02, -1.6838e-01, 4.4887e-02, -1.4492e-02,\n", - " 4.3560e-02, -1.0666e-01, -5.1992e-02, -1.0660e-01, 5.1500e-02,\n", - " 3.4664e-02, 2.2238e-02, 3.8979e-01, -1.0480e-02, -2.9697e-01,\n", - " 1.5641e-02, 1.6951e-01, -1.0563e-02, -2.3606e-02, -1.4585e-02,\n", - " 4.0271e-02, -2.5508e-02, 4.7070e-02, -1.0112e-01, -8.5467e-02,\n", - " -7.1952e-04, 1.0857e-01, 1.2354e-01, 1.2379e-01, 1.0350e-02,\n", - " 4.9299e-02, 9.7206e-02, -3.9278e-02, 4.1521e-02, 1.7032e-02,\n", - " 3.8272e-01, -2.5015e-02, 6.0918e-02, -7.1699e-03, 9.0962e-03,\n", - " -6.2540e-01, -9.0364e-03, -1.3090e-01, -1.6619e-01, 4.0946e-02,\n", - " -9.5329e-02, 1.1887e-01, -3.3100e-01, -1.3473e-01, -7.6803e-02,\n", - " 6.5816e-02, -4.8938e-02, 4.5867e-02, -6.2980e-02, -7.7438e-02,\n", - " -2.6075e-02, -1.5768e-02, 1.5237e-02, 1.9958e-02, -1.2526e-01,\n", - " -2.3099e-02, 9.2351e-02, -7.3021e-02, -5.5299e-02, -1.9925e-02,\n", - " -7.0338e-02, -3.1536e-01, -1.0741e-01, 1.1864e-03, 2.0530e-01,\n", - " -5.5884e-04, -5.8585e-02, -2.5057e-02, -7.6277e-02, 1.4021e-01,\n", - " -3.8439e-02, 3.7559e-02, 3.6662e-02, 1.1731e-02, 7.4104e-02,\n", - " 5.3317e-02, -1.7874e-02, -1.4379e-03, 4.8137e-02, 2.5396e-02,\n", - " -1.9900e-01, 1.0314e-01, 9.2160e-02, 1.0789e-01, -6.5952e-02,\n", - " 5.7872e-02, -5.8446e-03, 2.7522e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.8872e-03, -2.3519e-03, 2.8113e-03, 1.7309e-03, -5.4665e-03,\n", - " -1.7616e-03, -4.4446e-03, -3.8292e-03, -2.1873e-03, 7.4610e-03,\n", - " 4.3797e-03, 1.3200e-03, -3.5842e-03, 1.7545e-03, -6.3231e-03,\n", - " -4.5096e-03, 6.8033e-03, 6.4048e-03, -5.1770e-03, 4.0649e-03,\n", - " 4.9600e-04, 2.0712e-03, 3.2133e-03, 5.4763e-04, -4.7511e-03,\n", - " -7.0966e-04, 4.2517e-04, -7.9383e-03, 1.2120e-03, -3.3155e-03,\n", - " 2.9555e-03, 2.0717e-03, 1.3964e-03, 5.0351e-03, -3.1226e-03,\n", - " -4.3756e-03, 6.5477e-04, 7.8115e-04, -5.8201e-03, -1.9640e-03,\n", - " -1.9159e-03, 2.9158e-03, 2.2146e-02, -9.2337e-04, -1.7579e-04,\n", - " 9.1010e-05, -6.7467e-03, -1.0338e-03, -1.2989e-03, 7.3795e-04,\n", - " -8.6086e-04, 3.3662e-03, -2.4189e-04, -3.5234e-03, -6.0111e-04,\n", - " -1.5009e-03, -2.8063e-03, -9.8548e-04, 5.8791e-03, 2.1651e-03,\n", - " 2.1810e-03, -3.4630e-03, -1.3416e-03, 4.3329e-03, 3.9026e-05,\n", - " 6.1279e-04, -3.4633e-03, -2.9351e-04, 2.1314e-04, 1.5353e-04,\n", - " -9.2294e-04, 1.2460e-03, -6.1330e-04, -1.6093e-03, 4.8428e-04,\n", - " 3.5618e-04, 2.4395e-03, -1.6880e-03, -4.7728e-04, -1.5382e-03,\n", - " 1.4782e-03, -6.2441e-04, 1.3531e-03, 3.5304e-03, -1.2268e-03,\n", - " -4.5020e-04, -2.1215e-04, 6.9271e-04, -2.3133e-04, 5.7526e-04,\n", - " -2.9221e-03, 1.5094e-03, -2.5894e-03, 2.4339e-03, 1.1489e-03,\n", - " 8.9521e-04, 3.1222e-03, 1.4750e-03, 4.5719e-04, 3.5028e-03,\n", - " -1.4252e-03, -2.8315e-04, -5.4302e-04, 3.7890e-03, -3.4687e-03,\n", - " 8.6041e-04, -1.3814e-03, -1.9053e-03, -1.8190e-03, -9.7423e-04,\n", - " 2.6342e-05, -1.1458e-03, -5.0739e-05, -2.1020e-03, -1.5079e-03,\n", - " 3.1964e-03, -2.0349e-04, 3.9309e-03, 7.9368e-04, 1.3284e-03,\n", - " 2.2174e-03, -1.0735e-03, -5.8689e-03, 1.2255e-03, -3.7435e-03,\n", - " 7.8641e-04, -1.6483e-03, -1.7388e-03, 5.2899e-03, 7.1100e-04,\n", - " -5.4288e-04, -4.6886e-03, 4.4622e-03, -3.4184e-03, -2.5441e-03,\n", - " -3.6897e-03, -3.3767e-03, -3.5081e-03, -3.6908e-03, 1.5434e-03,\n", - " 5.5489e-04, -2.6388e-04, 2.3055e-03, -1.0550e-03, 8.6016e-03,\n", - " -9.3760e-04, 2.1755e-04, 3.6625e-03, -1.3712e-03, 4.0153e-03,\n", - " -1.5041e-04, -2.0825e-03, 2.1703e-03, 3.4010e-04, -6.1573e-05,\n", - " -5.9676e-03, -3.7117e-03, -7.2690e-04, -7.9161e-03, -1.2926e-03,\n", - " 1.9379e-03, 6.4824e-03, -4.6681e-04, 8.5153e-03, 3.5426e-03,\n", - " 2.8665e-05, -2.1781e-04, 4.2143e-03, -2.4444e-03, 7.2449e-04,\n", - " -1.5950e-03, 7.0954e-04, 7.9721e-03, 2.4805e-03, -1.1018e-02,\n", - " -9.4203e-05, -1.1469e-03, -2.5331e-03, 1.1589e-04, -1.4228e-03,\n", - " -5.0192e-03, 1.0726e-03, 2.0258e-03, 6.8394e-03, 2.6646e-03,\n", - " 3.3533e-03, -2.6485e-03, -5.2667e-03, 2.6569e-03, -1.1103e-03,\n", - " -1.4435e-03, 1.6734e-03, 3.3540e-04, -2.6222e-03, 5.4264e-03,\n", - " -7.9918e-03, -2.6646e-03, -5.8363e-03, -2.0547e-03, -5.2043e-03,\n", - " 3.7724e-03, -7.3365e-04, -3.5408e-03, -2.4112e-03, 1.5972e-03,\n", - " 1.6520e-03, 9.2729e-04, -4.5070e-03, 5.7974e-03, 4.5983e-03,\n", - " 2.1023e-03, -1.9673e-03, 5.3357e-03, -8.3322e-03, 1.0062e-03,\n", - " -1.0153e-02, -1.0970e-03, 6.9930e-03, -8.3623e-03, -4.1701e-03,\n", - " 6.2293e-03, -6.2462e-03, -4.2678e-04, -5.0934e-03, 8.7027e-03,\n", - " -3.5571e-03, -1.7406e-03, -3.5080e-03, -3.1895e-03, 1.2647e-03,\n", - " 2.8374e-03, -6.7437e-03, 6.9968e-03, -3.0601e-03, 1.0346e-03,\n", - " 4.5120e-03, 2.7615e-03, 2.1603e-03, -5.5222e-03, -1.5045e-03,\n", - " 1.3022e-03, 4.8249e-04, 7.6787e-03, 8.3439e-03, 1.7449e-02,\n", - " 3.6641e-03, 1.0621e-02, -3.2017e-04, -1.6804e-02, 3.7556e-03,\n", - " -7.2239e-03, -1.0578e-03, -4.3119e-03, -3.1064e-03, -7.6858e-04,\n", - " -5.9364e-03, -1.0919e-03, 7.2899e-03, -4.9052e-03, 3.9435e-04,\n", - " 1.2732e-03, -5.2913e-04, 2.2326e-03, -1.5453e-03, 1.9741e-03,\n", - " -1.7384e-03, 1.1379e-03, 3.0965e-04, -2.0151e-03, -5.8845e-04,\n", - " -1.5755e-03, 2.5120e-04, 8.7102e-04, -9.9919e-04, 3.6701e-03,\n", - " -4.1290e-03, 3.8984e-03, -1.0080e-03, 2.3937e-03, 8.2791e-04,\n", - " 1.2123e-03, -1.1797e-03, 2.1016e-03, -1.3483e-04, -1.2910e-03,\n", - " 3.5598e-03, -6.0036e-03, -2.2508e-03, 1.6618e-03, -2.9118e-03,\n", - " 3.8518e-03, -1.5198e-03, -4.2278e-03, 4.8391e-03, 5.0760e-03,\n", - " -4.2013e-04, 4.2284e-03, 5.4458e-04, -4.2982e-03, -6.4237e-03,\n", - " 1.7531e-03, -4.8352e-03, -1.0256e-03, 1.3432e-03, 1.8787e-03,\n", - " -4.0918e-04, -1.7179e-04, 1.5203e-03, 1.5837e-03, 1.4185e-03,\n", - " 2.8245e-03, 8.8491e-03, -1.3450e-03, 3.1096e-03, -1.3798e-03,\n", - " 5.0171e-03, 1.6511e-03, 1.8844e-03, 1.0666e-03, 3.2137e-03,\n", - " -3.0409e-03, 4.0987e-03, -8.3556e-03, 5.1788e-03, 1.6350e-03,\n", - " -4.6653e-03, -1.2104e-04, -6.1931e-04, -8.7318e-03, 5.6060e-03,\n", - " 1.4676e-02, -3.2686e-03, -6.6579e-03, -3.3887e-03, 4.6357e-04,\n", - " 1.0879e-04, 7.4173e-03, 6.6998e-03, -4.0557e-03, -3.9812e-03,\n", - " -4.8336e-03, -5.0113e-03, -2.9673e-03, 2.8533e-03, 3.5428e-03,\n", - " -2.9071e-03, 8.8870e-03, 5.4143e-03, 7.7187e-03, -1.6925e-02,\n", - " -5.4556e-03, 4.9550e-03, 3.8407e-03, 1.1161e-02, 4.0367e-03,\n", - " -5.1866e-03, 2.3632e-03, 7.9723e-04, -8.3300e-03, 3.1814e-03,\n", - " -9.8663e-03, 1.3197e-02, -1.5181e-02, -3.7621e-03, 1.0538e-02,\n", - " -1.5667e-03, -1.1125e-02, -1.6771e-03, -2.4388e-03, 1.3722e-02,\n", - " 3.8678e-04, 4.6631e-03, 4.7327e-03, 7.1150e-04, 8.5130e-03,\n", - " -1.0062e-02, 5.6310e-03, 1.7439e-02, -5.6499e-04, 4.7437e-03,\n", - " 3.5271e-03, -5.1131e-03, 6.3873e-03, 2.8899e-03, 7.0020e-03,\n", - " 9.5304e-04, -1.2642e-03, 1.4853e-04, 8.0338e-03, -5.4976e-03,\n", - " 1.3275e-03, -2.0816e-03, 3.7521e-03, -6.4282e-03, -7.7095e-05,\n", - " 1.4837e-03, -7.4556e-03, 1.8242e-03, 1.7926e-03, 1.3763e-03,\n", - " 1.5643e-03, 3.9736e-03, 2.8770e-03, 1.9234e-03, -1.9162e-03,\n", - " -8.3884e-03, -2.8092e-03, -1.5650e-03, -4.2299e-03, -6.9950e-03,\n", - " -3.5442e-03, 1.7444e-03, 4.2121e-03, 5.9991e-03, 7.5150e-03,\n", - " 4.3717e-03, -2.5582e-03, -7.2649e-03, 2.3560e-03, -4.9239e-03,\n", - " -5.5022e-03, -1.5322e-03, -1.2364e-03, 2.2178e-03, 3.7805e-03,\n", - " 7.0755e-05, -6.5835e-03, -1.8899e-03, 3.7957e-03, 5.5061e-04,\n", - " 4.4811e-03, 1.7032e-03, 2.5077e-03, -3.6866e-03, 1.9575e-03,\n", - " 3.5051e-03, -1.2334e-02, 6.9239e-03, 2.1377e-03, -2.8960e-03,\n", - " 4.7898e-03, -3.7488e-04, -4.4222e-03, 8.0189e-03, 1.0461e-02,\n", - " -2.7500e-03, 2.4338e-03, 5.2754e-03, 7.9124e-04, 8.6495e-04,\n", - " -1.3883e-03, 1.5109e-03, -1.1201e-03, -2.5018e-03, 1.6035e-03,\n", - " -6.3721e-03, -5.2780e-03, -4.2074e-03, 9.5221e-03, -1.5821e-03,\n", - " 1.8247e-03, -3.1186e-04, 1.8592e-03, -6.6850e-03, 1.0136e-02,\n", - " -1.4705e-03, -1.0562e-03, 5.1372e-03, -1.1454e-02, 4.3290e-03,\n", - " 7.6974e-03, -2.4303e-03, -3.1726e-03, 5.6935e-04, 1.1644e-02,\n", - " -7.9033e-03, 2.5400e-03, 4.4907e-03, -4.5448e-03, -2.5367e-03,\n", - " 7.1977e-03, -7.6985e-04, 4.0805e-03, 8.8287e-04, 6.9978e-03,\n", - " 2.7244e-03, -1.9131e-03, 2.5923e-03, -9.0125e-03, -1.1627e-03,\n", - " 1.9536e-03, 3.6256e-03, 6.6597e-03, -1.8853e-03, 3.8410e-03,\n", - " 6.0683e-04, 2.3419e-03, -1.3782e-03, -4.3739e-03, -1.7415e-03,\n", - " -1.2571e-02, -1.4763e-02, 3.1011e-03, -7.7736e-03, 5.7606e-03,\n", - " 1.5796e-03, -5.8167e-03, -3.2299e-03, 2.6257e-03, -7.5987e-05,\n", - " 1.0235e-03, 3.4111e-03, 5.0100e-03, 5.0104e-03, 9.0975e-04,\n", - " 9.6746e-03, -2.3490e-03, -1.2679e-03, 2.7144e-03, 9.4060e-04,\n", - " 3.0800e-03, 7.5182e-03, -6.5045e-03, -6.2245e-03, -2.8610e-04,\n", - " -4.4826e-03, -1.0376e-03, -1.8961e-03, -2.5516e-03, 4.9342e-06,\n", - " 9.1479e-04, 4.5927e-03, 3.2982e-04, -5.2831e-03, 4.9621e-03,\n", - " -7.9132e-04, -1.9453e-03, -5.6713e-04, 6.5796e-03, -3.5089e-03,\n", - " -3.7270e-03, -5.0078e-03, 1.2634e-03, -5.1079e-03, 2.2059e-04,\n", - " 9.7555e-03, 6.4510e-03, -3.2019e-03, -3.8870e-04, 5.6135e-03,\n", - " -5.4466e-03, -1.6651e-03, -4.5258e-03, 1.5814e-03, 6.9168e-03,\n", - " -4.1152e-03, 2.6583e-05, 2.0318e-03, 6.9493e-03, 4.1424e-03,\n", - " -1.5015e-03, -4.9303e-03, 7.8861e-03, -9.1158e-03, -7.7443e-03,\n", - " -2.2619e-03, -3.8282e-04, -2.2254e-03, 1.2344e-02, -1.3088e-03,\n", - " 4.5405e-03, 2.0724e-03, 5.9144e-03, -1.1933e-03, 1.6109e-03,\n", - " -5.4291e-03, 6.3921e-03, -1.9903e-03, 2.9528e-03, -4.5357e-03,\n", - " 2.2670e-03, 1.5063e-03, -1.7516e-02, 3.1691e-03, 2.2603e-03,\n", - " 1.0935e-03, -5.4164e-03, -6.3192e-03, 3.0702e-03, -3.0687e-03,\n", - " -4.4413e-03, -1.2237e-03, 1.5021e-03, 3.5066e-04, 4.6169e-03,\n", - " 8.0363e-04, -9.7480e-03, 2.7730e-03, -7.2887e-03, -5.2745e-04,\n", - " 5.1151e-03, -3.6367e-03, -1.1576e-03, 1.1861e-02, -1.2402e-03,\n", - " -3.2083e-03, 4.3196e-03, -9.6174e-03, 1.4391e-03, -3.5363e-03,\n", - " 4.4195e-03, 5.0826e-03, 3.8302e-03, 5.1996e-03, -7.3439e-03,\n", - " 3.9033e-04, 6.1386e-03, 7.5296e-03, -5.1867e-03, 9.0231e-04,\n", - " 4.7027e-03, -5.2164e-03, 1.4633e-04, -5.6336e-04, 5.6730e-04,\n", - " -1.5173e-02, -9.2643e-03, 7.0890e-03, 2.0127e-03, -1.0959e-03,\n", - " 6.7031e-03, 9.3646e-04, -1.5422e-03, 8.2312e-04, -2.0135e-03,\n", - " 6.3998e-03, -9.0399e-04, -1.6684e-04, 2.4039e-03, -2.7191e-03,\n", - " -2.7867e-03, 1.0420e-02, 4.4199e-03, -4.1940e-03, -1.5112e-03,\n", - " -1.1460e-02, -5.5135e-03, -1.7515e-02, -5.5335e-03, 2.5966e-03,\n", - " 1.4162e-03, 3.1905e-03, 3.8289e-03, -4.4273e-03, 4.1189e-04,\n", - " 5.5113e-03, 1.6935e-03, -2.7662e-03, -1.0463e-02, -7.5923e-04,\n", - " 1.2866e-03, -6.3500e-04, 9.3782e-03, -3.9957e-03, -3.3151e-03,\n", - " 2.6598e-03, 7.4693e-04, -1.1556e-03, 1.3795e-04, 5.3328e-03,\n", - " 5.1823e-03, 6.5419e-03, -1.1447e-03, 1.5949e-03, -1.3943e-03,\n", - " 6.2503e-03, 2.0665e-03, 3.8220e-03, -6.9571e-04, -3.8713e-03,\n", - " 4.3399e-04, 1.6794e-03, 4.5102e-03, 3.9795e-03, -4.5057e-03,\n", - " -2.9058e-03, -7.1645e-03, -1.5841e-02, -4.5424e-03, 8.5148e-03,\n", - " -2.8374e-03, 3.1385e-03, -3.2136e-03, -7.6192e-04, 4.1370e-03,\n", - " -3.8638e-03, -5.0032e-03, -3.1116e-03, -7.2104e-03, -3.4872e-03,\n", - " -2.3378e-03, 4.8370e-03, 6.0923e-04, -4.0385e-03, 2.2442e-03,\n", - " 6.5937e-03, -4.8609e-03, -3.7071e-03, -4.0136e-03, -1.5169e-03,\n", - " -3.6751e-03, 3.2689e-03, -1.2338e-03, 2.7481e-03, 5.5167e-03,\n", - " 1.2341e-02, 1.3639e-03, -2.3170e-03, 9.8503e-04, 6.0862e-04,\n", - " -1.1883e-03, 5.6105e-03, 1.0205e-02, 5.0153e-03, -5.1981e-03,\n", - " 3.5623e-03, -6.9581e-03, 6.8070e-03, 1.1007e-03, 1.7706e-03,\n", - " -3.2365e-03, 4.8982e-04, 2.1266e-03, -9.2049e-04, 2.0694e-03,\n", - " -6.5362e-03, -7.6771e-04, 3.4172e-03, 4.5651e-03, 5.1849e-03,\n", - " 4.1007e-03, 9.4081e-03, -5.8673e-03, 3.1680e-03, -5.5596e-03,\n", - " -4.8280e-03, -2.2440e-03, 4.2814e-03, 9.2863e-03, 8.8307e-03,\n", - " -9.2057e-03, 3.3928e-03, 5.7483e-03, -1.1632e-03, 2.3526e-03,\n", - " 1.8270e-04, -4.7160e-03, -6.0624e-03, 5.0146e-03, -1.5548e-03,\n", - " -4.6148e-03, 3.6121e-03, 7.3064e-04, -5.5763e-03, -1.3039e-03,\n", - " 1.3155e-02, -3.4683e-03, -3.9503e-04], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1269e-02, -2.7040e-02, 3.0153e-02, 2.3321e-02, -4.2335e-02,\n", - " 2.9086e-02, 1.2355e-02, -7.0433e-03, 2.0288e-02, 2.2884e-02,\n", - " 1.1782e-02, -1.2715e-02, 2.7778e-02, -2.0415e-02, 1.8526e-03,\n", - " 1.8786e-02, 4.1901e-02, -8.4095e-03, -9.5049e-03, -1.0274e-02,\n", - " 3.0213e-02, -3.3455e-04, -2.9379e-03, -2.2644e-02, -8.5300e-03,\n", - " -1.5973e-02, 1.5740e-02, -1.2385e-02, -9.6552e-03, 1.5497e-02,\n", - " 2.4589e-02, 1.1215e-02, -9.7647e-03, -2.1940e-02, -3.9416e-02,\n", - " 1.1740e-02, 4.3960e-02, -1.4268e-03, -4.6165e-02, -3.5313e-02,\n", - " 4.8251e-04, 6.1630e-02, 2.9175e-02, 4.3158e-02, 1.7704e-02,\n", - " 7.2018e-03, 4.1767e-02, -1.5502e-03, -7.1314e-03, -2.1377e-02,\n", - " -5.0508e-02, 4.8218e-02, 1.3898e-02, 3.0475e-02, 1.2278e-02,\n", - " -8.1240e-03, 2.5670e-02, -1.0707e-02, -2.6698e-02, -9.0723e-05,\n", - " -2.6503e-02, 3.7467e-02, -2.3588e-02, -1.6030e-02, -1.2463e-02,\n", - " 5.7673e-04, 1.4985e-02, 2.3971e-04, 8.2853e-03, 2.4101e-02,\n", - " 1.2962e-02, -2.9672e-03, -5.0275e-04, 2.4170e-02, -3.9960e-03,\n", - " 1.4010e-02, -1.0916e-02, -5.4030e-03, 2.6679e-02, 4.8858e-04,\n", - " -6.8255e-03, 1.0784e-02, 1.2666e-02, 2.7596e-02, 7.5943e-03,\n", - " -7.9831e-03, -8.3640e-03, 9.1546e-03, -1.4336e-03, -5.8934e-03,\n", - " -2.3446e-02, 1.6285e-02, 1.4235e-02, -4.1210e-02, -1.5122e-04,\n", - " 6.5047e-03, 2.4906e-02, -9.0286e-03, -1.0007e-02, 1.7398e-02,\n", - " 1.2986e-02, 1.9264e-02, -8.5582e-03, 9.1006e-03, 7.6375e-02,\n", - " -1.9018e-02, 6.2529e-03, 1.3893e-02, -3.4002e-03, 1.3697e-02,\n", - " 1.0162e-04, -2.2656e-02, 3.6666e-03, 5.7546e-03, -2.6349e-03,\n", - " 4.5438e-03, 2.1614e-02, 5.5860e-03, 2.3648e-02, 1.0183e-03,\n", - " -9.8158e-05, 2.2514e-02, 1.3062e-02, 6.3080e-03, 1.1503e-02,\n", - " 2.2581e-02, 5.2861e-03, -7.5956e-03, 3.4481e-02, 2.1381e-02,\n", - " -1.3788e-02, 5.4105e-03, 2.1244e-02, 1.0700e-02, -5.7659e-03,\n", - " -7.8971e-03, 1.4735e-02, -2.8675e-02, 1.0344e-02, 9.0829e-03,\n", - " 6.3131e-02, -5.8931e-03, -6.4720e-04, -1.7727e-02, -4.4949e-03,\n", - " 6.1541e-03, -2.5836e-02, -1.8705e-02, -9.2194e-03, 2.0183e-02,\n", - " 1.8740e-02, -2.0088e-02, -3.1777e-02, 3.6821e-02, -5.2379e-04,\n", - " -5.3287e-03, 4.5745e-03, -8.1471e-03, -5.6215e-04, 1.7123e-03,\n", - " 3.3553e-02, -1.7471e-02, -2.7115e-02, -1.5678e-02, -4.2551e-02,\n", - " 2.4934e-02, -1.2397e-02, 8.0878e-03, -7.1497e-02, 2.4405e-03,\n", - " 2.3268e-02, -6.7606e-03, -2.3538e-02, 8.2962e-03, -6.7292e-03,\n", - " -6.6678e-03, -3.5869e-02, -1.7362e-02, 1.5040e-02, -1.1585e-02,\n", - " -2.6324e-02, 4.5166e-03, 3.5101e-03, 2.3547e-03, -5.7963e-03,\n", - " 3.9096e-03, -1.7645e-02, 2.2209e-02, 3.8947e-02, -7.6692e-03,\n", - " 7.7851e-03, 8.1256e-03, -2.4145e-03, -5.7546e-03, 3.3421e-02,\n", - " 5.0017e-03, -7.7999e-03, 1.0359e-03, 6.0419e-03, -4.5837e-02,\n", - " -1.4671e-02, -6.0709e-02, 1.3552e-02, -1.6258e-02, -4.7273e-02,\n", - " 1.7456e-02, -2.1232e-02, -5.8964e-03, -1.4567e-02, 5.0111e-02,\n", - " 4.0024e-02, -2.2651e-02, -8.7771e-03, 3.6905e-02, -7.3049e-02,\n", - " 3.2147e-02, 3.2912e-02, -6.0679e-03, -4.3033e-03, 5.3641e-02,\n", - " 7.3067e-03, -8.8653e-03, -2.9240e-02, -4.4541e-02, -3.8843e-02,\n", - " -9.7124e-03, 3.5809e-05, 5.4260e-02, -1.4287e-02, -5.9472e-02,\n", - " 3.9289e-03, -1.1252e-03, -2.3688e-02, -6.2398e-03, 4.5551e-02,\n", - " 1.0765e-01, 3.8682e-03, -4.0624e-02, -5.0065e-02, -1.3631e-02,\n", - " -7.4384e-03, -1.2019e-02, 3.3659e-02, -1.0560e-02, 1.1104e-02,\n", - " -9.1532e-03, -5.1473e-02, 3.2289e-03, 1.3992e-02, -2.5476e-02,\n", - " 1.0107e-01, -6.4574e-03, 2.7527e-02, -8.7453e-03, -4.2302e-06,\n", - " 3.7086e-02, 2.5532e-03, -3.4455e-03, -6.4226e-03, 7.6763e-03,\n", - " 2.2964e-03, -3.2655e-03, 1.7130e-03, -8.4462e-03, -2.1232e-02,\n", - " -1.8072e-02, 1.5473e-03, 6.6377e-04, 1.4186e-02, -1.6419e-02,\n", - " 6.4017e-03, -8.1978e-03, 2.1249e-03, -9.2554e-03, -6.2428e-03,\n", - " 7.6330e-03, -1.0976e-02, -1.7716e-02, -1.1964e-02, -2.8790e-03,\n", - " -3.6074e-03, -2.4680e-03, -6.8153e-03, -7.0752e-03, -9.4087e-03,\n", - " -2.3306e-02, -3.2820e-03, -9.2191e-03, 2.3732e-02, -1.7620e-02,\n", - " -2.3392e-02, -8.5070e-03, 7.9048e-03, 6.9828e-03, -7.4814e-03,\n", - " -3.4292e-02, 4.7143e-03, 8.7072e-05, 4.0919e-03, -2.0623e-03,\n", - " -8.9374e-03, 1.5922e-02, -5.0890e-03, 2.7854e-02, -1.4100e-02,\n", - " 1.1734e-02, -2.8587e-03, -5.2553e-03, 3.7292e-03, -7.7512e-03,\n", - " -1.9324e-03, 1.9278e-02, -1.8537e-02, 2.2459e-02, -1.5999e-02,\n", - " -1.3550e-02, -1.1935e-02, 6.9056e-03, -1.2448e-02, -8.3693e-03,\n", - " -2.5595e-02, -5.3685e-02, -1.8367e-02, 3.8010e-03, -7.0168e-03,\n", - " 6.1324e-02, 9.6782e-03, -6.7239e-03, -6.7554e-03, -1.2345e-02,\n", - " 1.5546e-02, 1.3633e-02, 4.7315e-02, -3.4010e-02, -1.3240e-02,\n", - " -5.3895e-02, -3.8646e-03, -1.1686e-02, -3.5800e-02, -5.1950e-02,\n", - " -8.5364e-04, -5.0416e-02, 1.5779e-02, -1.8859e-02, 2.4494e-02,\n", - " 6.9434e-03, -1.9680e-02, 1.9687e-02, 2.3761e-02, -3.6734e-02,\n", - " -1.4102e-03, -2.4462e-02, -5.1120e-02, 1.3921e-02, 2.3409e-02,\n", - " -2.5718e-02, 4.8483e-02, -6.8908e-03, -3.5083e-02, 8.0923e-03,\n", - " -9.1273e-03, -6.5632e-02, 9.7057e-03, 1.3430e-02, -4.4067e-02,\n", - " -1.2853e-02, 1.3470e-02, -3.7278e-02, -1.4309e-03, -6.1389e-03,\n", - " -3.6898e-03, 3.4666e-02, 2.6990e-02, -8.6831e-04, 2.6026e-02,\n", - " 1.1114e-02, 2.8300e-02, 1.3321e-02, 2.6595e-02, 2.4784e-02,\n", - " 5.6744e-03, 1.4946e-02, -1.7038e-02, 2.9006e-02, -1.2450e-02,\n", - " -4.5618e-03, 2.2332e-03, 8.6830e-04, 1.9175e-02, 1.6112e-02,\n", - " 3.3678e-03, 1.5174e-02, 2.1335e-02, -6.2105e-03, 3.0307e-03,\n", - " -7.0270e-03, -1.8544e-03, 1.3008e-02, -1.1024e-02, 6.1498e-03,\n", - " -3.2726e-03, 6.3953e-03, 1.6015e-03, 1.4402e-03, -1.0108e-02,\n", - " -1.4031e-02, 1.0632e-02, 2.3704e-02, 1.2077e-02, -2.1102e-03,\n", - " 2.3220e-03, 3.7632e-03, 8.2382e-04, 1.7001e-03, -1.1502e-02,\n", - " 6.4154e-03, -6.2139e-03, 1.6471e-02, -4.9992e-03, 2.2138e-02,\n", - " 2.6781e-02, -2.6578e-02, 7.9821e-03, 1.8672e-02, 2.1402e-02,\n", - " 6.0380e-05, -1.1779e-02, 4.4477e-03, 8.4907e-03, 2.1714e-03,\n", - " 4.2008e-03, -2.9262e-02, 2.3466e-02, -4.8315e-04, -1.2450e-02,\n", - " 1.9803e-02, 2.8879e-03, 6.7569e-03, -2.7421e-02, -4.3089e-03,\n", - " 2.6582e-02, -1.1682e-02, -1.6020e-02, 3.3265e-03, -5.4362e-03,\n", - " -5.5526e-03, 9.7108e-03, 1.0928e-02, 1.8526e-02, -8.0684e-03,\n", - " 2.5441e-02, -3.2689e-02, 2.1046e-02, 3.0337e-02, 4.2958e-02,\n", - " -3.2216e-03, -1.5172e-02, -2.1860e-02, 1.3968e-02, -1.4267e-02,\n", - " 2.9220e-02, 9.7512e-03, -2.7261e-02, 2.5770e-03, -8.0345e-02,\n", - " -2.0675e-03, -2.2402e-02, 6.4679e-03, 9.1052e-04, -2.5703e-02,\n", - " -9.2878e-03, 9.6714e-03, -1.8131e-02, 1.2905e-02, 2.4126e-03,\n", - " -2.3756e-02, -1.1871e-02, -3.4254e-02, 1.8821e-02, 4.7715e-02,\n", - " -4.9960e-02, 2.0078e-02, 9.0705e-03, 2.3935e-02, -1.2468e-02,\n", - " 3.5370e-02, -4.6494e-02, -4.6713e-02, -4.7612e-02, -2.6421e-02,\n", - " -1.2863e-02, 2.5235e-02, 1.7518e-02, -8.3164e-03, -6.5830e-02,\n", - " 3.1858e-02, 2.7511e-02, 1.8213e-02, -2.0079e-02, -4.0030e-02,\n", - " -5.6070e-03, -2.8316e-02, -1.7036e-02, -1.3842e-02, 3.7931e-03,\n", - " 2.5490e-02, -3.7644e-03, 3.9502e-02, 2.2922e-02, 2.0587e-02,\n", - " 1.2621e-02, 3.1795e-03, 1.3302e-02, -2.5975e-02, 2.9419e-02,\n", - " -1.5400e-02, 3.4135e-02, 1.7134e-02, -7.8334e-03, -2.9534e-02,\n", - " 2.5242e-03, 9.2631e-03, 1.4264e-02, -4.7406e-03, 2.1376e-02,\n", - " -3.8581e-02, -2.9721e-03, 2.6988e-03, 2.6071e-03, -1.5748e-02,\n", - " 3.6450e-04, 6.8576e-02, -5.3624e-03, -1.6318e-02, -2.5555e-02,\n", - " 2.8971e-02, -1.4630e-02, -1.2967e-02, -8.6081e-03, 2.9818e-02,\n", - " 3.5871e-03, 2.0471e-02, -2.2263e-05, -1.9428e-02, 1.0376e-02,\n", - " 8.2923e-03, -7.9560e-03, -1.5958e-03, -3.6186e-02, 1.9849e-02,\n", - " 1.5669e-02, 8.4078e-03, -6.1640e-03, 1.0373e-02, 8.4303e-03,\n", - " 4.0103e-02, 1.5022e-02, 4.5395e-03, 2.6704e-02, 2.7211e-03,\n", - " 8.0971e-03, 7.1147e-03, 2.7826e-02, 2.9298e-02, 1.0531e-02,\n", - " -8.0039e-03, 9.1778e-03, -2.4684e-03, -1.1000e-02, -1.9649e-02,\n", - " -1.6989e-02, 1.3307e-02, 1.1445e-02, 3.5171e-02, 2.4758e-02,\n", - " -1.9806e-02, 4.4334e-04, -1.3251e-02, 2.5187e-03, 2.4601e-02,\n", - " 3.7509e-02, 8.1402e-03, 1.6786e-02, 1.7466e-02, 1.8976e-03,\n", - " -1.1040e-02, -1.0911e-02, 9.7750e-03, -2.4302e-03, -2.2849e-02,\n", - " -1.1699e-02, 1.2158e-02, 3.1887e-02, -5.2646e-02, 3.6514e-03,\n", - " 1.3063e-04, -4.6793e-03, -2.0487e-02, -1.7724e-02, -1.4063e-02,\n", - " 1.1866e-02, -1.1185e-02, 6.3835e-04, 3.1928e-02, -3.1207e-02,\n", - " -6.7448e-02, 4.7318e-04, -3.0125e-02, -1.3063e-02, -1.7646e-02,\n", - " -1.1105e-02, 1.5752e-02, -5.5687e-03, 7.6593e-04, -1.3607e-02,\n", - " 2.2893e-02, -1.5510e-02, -2.4473e-02, -7.8686e-03, 1.2606e-02,\n", - " -1.8297e-02, 4.0224e-03, -8.7672e-03, -1.2158e-02, -2.5856e-02,\n", - " -1.3388e-02, -1.7375e-02, 1.4868e-03, 1.5093e-02, 2.2414e-02,\n", - " 1.8286e-02, -3.1059e-02, 1.4367e-02, -1.4724e-02, -4.8618e-02,\n", - " -2.4308e-03, -1.5288e-02, -2.0273e-03, 1.7213e-02, 4.2463e-04,\n", - " -1.3135e-02, -1.5690e-02, 8.9493e-04, -2.9570e-02, -6.3602e-03,\n", - " -2.9619e-03, -1.8017e-02, 1.0432e-02, 2.2117e-03, 1.1804e-02,\n", - " -1.1396e-02, 5.8615e-03, -1.1169e-02, -1.4670e-02, -2.0304e-02,\n", - " 2.8487e-02, 2.5248e-02, 4.3964e-03, -1.0290e-02, -6.4478e-03,\n", - " -8.9654e-03, -2.0071e-02, 1.3265e-02, 7.2517e-03, -9.7328e-03,\n", - " -3.8901e-03, 3.0194e-02, -3.3143e-02, -8.0115e-03, -3.5733e-04,\n", - " -1.4295e-02, 1.1689e-02, -1.5909e-02, 1.5747e-02, 9.6311e-03,\n", - " -1.0131e-02, 1.0824e-02, -2.3696e-02, -2.4099e-02, 8.5759e-03,\n", - " 1.6218e-02, 5.0054e-03, 4.6833e-03, 1.7970e-02, 1.9784e-02,\n", - " 1.0283e-02, -1.1613e-02, -9.7666e-03, -2.1307e-02, 2.0828e-03,\n", - " -1.4791e-02, -2.0211e-02, 6.5711e-03, -5.7725e-03, 2.6860e-02,\n", - " 1.0747e-02, -2.9811e-02, -1.5119e-02, -6.5205e-03, 1.7288e-02,\n", - " -3.3931e-02, -2.8821e-02, 4.5775e-02, -5.0926e-03, -3.6719e-03,\n", - " 9.6896e-03, 2.5091e-02, -4.4059e-02, 1.0761e-02, 1.7615e-03,\n", - " 2.8702e-02, -1.3033e-02, -7.3252e-02, 7.7310e-02, 8.2736e-03,\n", - " 1.6724e-01, -4.1113e-02, -2.0197e-02, 1.3014e-02, 7.3114e-02,\n", - " 3.4703e-02, 5.2884e-02, 1.4153e-01, -2.4655e-02, 1.0899e-02,\n", - " -3.7674e-03, -1.6336e-02, -5.1614e-04, -4.4684e-02, 7.8346e-04,\n", - " 4.3247e-03, -3.1676e-02, -2.6619e-02, -9.7459e-02, 5.8674e-03,\n", - " -1.2050e-02, 2.6131e-02, -1.8069e-02, 5.8896e-03, -6.8395e-02,\n", - " 2.0097e-02, 8.7122e-02, 5.6944e-02, 7.1121e-04, 1.0259e-02,\n", - " 6.1486e-02, -8.0885e-02, -1.6891e-02, -1.0637e-01, -3.6095e-02,\n", - " -9.1236e-02, -1.5631e-02, -6.3576e-02, 9.2614e-02, 1.3782e-02,\n", - " -1.5994e-01, 1.1498e-02, -1.9741e-02, 1.2342e-02, 4.5361e-02,\n", - " -4.7461e-02, 2.5383e-02, 9.4318e-03, -8.8552e-02, 4.6658e-02,\n", - " -4.3889e-02, -5.0182e-02, 5.9938e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.0545e-02, 4.7978e-03, -2.7295e-02, -3.2521e-02, -5.2573e-03,\n", - " 5.2566e-02, -3.8502e-02, -3.1586e-02, -3.5277e-02, 2.3004e-02,\n", - " -8.2838e-03, -5.0878e-02, 5.9448e-02, -6.0400e-02, -1.5052e-02,\n", - " 5.7613e-02, 4.4871e-03, 3.7592e-02, 3.7367e-03, -3.7022e-02,\n", - " -1.0768e-01, -3.0301e-03, -4.8511e-02, -1.2609e-02, 3.6692e-02,\n", - " -2.9703e-02, -1.9677e-02, 2.0331e-02, 4.6378e-02, 2.6389e-02,\n", - " 2.4221e-02, -3.8608e-02, -1.7137e-02, -1.6338e-02, 7.7739e-03,\n", - " 3.6933e-02, 5.2195e-02, -3.0370e-02, 3.8620e-02, -7.3954e-03,\n", - " -2.4361e-02, 1.8724e-02, 2.5738e-02, -5.8383e-02, 9.2441e-03,\n", - " -1.6001e-03, -8.7727e-03, -7.0511e-03, -2.4721e-02, -2.4487e-02,\n", - " 6.2027e-02, -5.0800e-03, -3.5015e-02, 4.5620e-02, 6.4375e-02,\n", - " -1.5472e-02, -3.7977e-02, -6.9944e-03, -2.5947e-02, -6.1504e-02,\n", - " -1.6434e-02, -1.9615e-02, 3.1982e-02, 6.0094e-02, -6.7309e-02,\n", - " -3.0414e-02, -6.6629e-03, -1.1763e-02, -4.8531e-02, 1.5318e-02,\n", - " 3.4159e-02, -9.9455e-03, 9.6908e-02, 8.6409e-03, -3.9451e-02,\n", - " 2.4550e-02, 4.8075e-02, -1.0727e-01, -1.5343e-02, -1.0273e-01,\n", - " 4.6355e-03, 1.9601e-02, -4.9829e-02, -2.1895e-02, -2.8171e-02,\n", - " -2.9525e-02, 3.7370e-02, -8.2272e-02, -1.7820e-02, -2.4711e-02,\n", - " 1.7412e-02, 1.6483e-03, -6.1652e-02, 7.0492e-02, 1.8485e-02,\n", - " -7.4860e-04, 3.6639e-02, 1.6852e-02, 3.9453e-02, 3.2269e-02,\n", - " -3.2521e-02, -4.6370e-02, -1.0145e-02, 2.9429e-02, -4.0430e-02,\n", - " -6.2814e-04, -8.1575e-03, -5.9927e-03, -1.3778e-02, 5.7208e-04,\n", - " -5.5548e-02, -1.2231e-02, 3.7104e-02, 4.3259e-02, 2.2152e-02,\n", - " -2.6729e-02, 4.5330e-03, -1.0323e-03, 3.3356e-02, -2.3574e-02,\n", - " -4.4831e-02, 1.1971e-01, 2.4304e-02, -2.7408e-02, 2.5305e-02,\n", - " 3.6108e-02, 1.3840e-02, -3.6126e-02, 6.0001e-02, 6.8056e-02,\n", - " 1.6518e-02, -6.1754e-02, -6.9701e-02, -2.1165e-02, -2.3549e-03,\n", - " 1.3998e-02, 1.2351e-02, -2.5803e-02, 1.7593e-02, -4.9886e-02,\n", - " -2.3917e-03, -9.2823e-03, -2.9261e-02, 3.7538e-02, -2.4985e-02,\n", - " 6.6247e-02, -8.4827e-03, 4.1660e-02, 2.9886e-02, -6.4668e-02,\n", - " -2.8958e-02, 1.2118e-02, 1.1470e-01, -1.2803e-02, -6.5729e-03,\n", - " 3.4164e-02, -1.1297e-02, -5.5700e-02, -1.2479e-02, -6.6576e-02,\n", - " -5.0504e-03, -1.2770e-02, 6.5303e-02, 4.7508e-03, -2.4087e-02,\n", - " -3.8787e-02, -2.4123e-02, -8.9222e-03, 1.6369e-01, 1.2695e-02,\n", - " 9.5606e-03, -3.2574e-02, -3.6814e-02, -3.0272e-02, -2.5614e-02,\n", - " -3.1089e-02, 5.3816e-03, -2.6807e-03, 3.5070e-02, -2.4757e-02,\n", - " -2.6234e-02, 6.5735e-03, 3.0630e-03, 1.9667e-03, -4.1677e-02,\n", - " 3.2218e-02, -1.7885e-02, -3.9910e-02, -2.1727e-02, -2.8882e-02,\n", - " -5.1838e-04, 4.0795e-02, -4.5371e-02, -4.4967e-02, -2.4148e-02,\n", - " -2.1794e-02, -2.2433e-03, -3.0421e-02, -4.0601e-02, 3.2145e-02,\n", - " 2.1909e-02, -4.1146e-02, -3.0092e-02, -2.1882e-02, 1.9802e-02,\n", - " -2.3035e-02, -2.4836e-02, 2.1900e-03, -3.7249e-02, -2.3685e-03,\n", - " -5.2155e-03, 4.8667e-02, -3.6520e-02, -6.5834e-02, -1.2539e-02,\n", - " 4.8325e-02, 2.1462e-03, 3.3093e-02, -9.1668e-02, 6.2019e-02,\n", - " 1.9001e-03, -9.3807e-03, -8.6625e-03, 1.5933e-02, -1.4685e-02,\n", - " -9.6655e-02, -4.6540e-02, 1.3542e-02, -1.7403e-02, -8.5929e-03,\n", - " -4.4783e-02, -3.3132e-02, -4.7259e-02, -6.5732e-03, 1.5892e-02,\n", - " 8.3165e-03, -2.0910e-02, 3.5713e-02, 3.6037e-03, 5.3140e-02,\n", - " -5.5248e-02, -9.8360e-03, 5.6889e-02, 3.2236e-02, -5.3679e-02,\n", - " 6.5537e-02, -8.2064e-03, 2.7997e-03, 7.7579e-02, 1.2926e-01,\n", - " 1.9332e-02, -3.6945e-02, -5.7040e-03, 7.1984e-03, -4.6747e-02,\n", - " -2.6544e-02, 3.2384e-02, -7.8395e-03, 2.9248e-02, 1.8184e-02,\n", - " 1.8953e-02, 4.4860e-02, -1.1329e-02, 8.9244e-03, -7.2899e-02,\n", - " 2.6366e-02, -1.4107e-02, 7.5262e-04, 1.7912e-03, 5.1435e-03,\n", - " -4.1210e-02, 2.1340e-02, 1.8288e-02, -1.2019e-02, 3.0091e-02,\n", - " -6.7398e-02, 1.5532e-02, 3.1889e-02, 4.3751e-02, 2.8697e-02,\n", - " -9.0163e-03, -1.6610e-02, -2.0628e-02, 6.1373e-02, 2.6248e-02,\n", - " -1.1497e-02, 1.0323e-02, -1.6709e-02, -5.3515e-03, 2.0019e-02,\n", - " -6.3542e-03, -6.4686e-03, 4.4472e-02, 1.6952e-02, 2.5686e-02,\n", - " -5.9178e-02, -1.1134e-01, 2.3145e-03, -4.4655e-03, -4.6793e-02,\n", - " 3.3287e-03, 2.3174e-02, 2.4717e-02, 1.5951e-02, -9.2907e-02,\n", - " 5.2353e-04, 4.8828e-02, 6.6647e-03, 5.2054e-01, -2.7165e-02,\n", - " 2.6360e-02, -6.7427e-02, -3.1677e-02, -5.0289e-02, 1.3129e-02,\n", - " 2.3583e-02, -2.2693e-02, -6.1367e-03, 1.0771e-02, -1.4322e-01,\n", - " 2.9806e-02, -1.8141e-03, -2.5516e-02, 5.8928e-02, -2.4718e-02,\n", - " -3.6401e-02, -5.5888e-02, 1.1325e-02, -2.4639e-02, -6.9373e-03,\n", - " 2.6251e-02, -3.0943e-02, 1.9776e-04, -3.4886e-02, 2.3552e-02,\n", - " -4.3215e-02, 1.4054e-02, 3.4559e-02, -1.8327e-02, -9.9021e-03,\n", - " 4.9919e-02, -3.2636e-02, -8.8403e-02, 8.0147e-04, -2.5731e-04,\n", - " -7.6172e-02, -1.7575e-02, -1.4068e-02, -7.1263e-03, -1.7968e-02,\n", - " 5.0058e-03, -5.3905e-02, 3.6398e-02, -6.5471e-02, 2.5008e-02,\n", - " -3.9219e-02, 3.2282e-02, -5.5292e-03, -3.7881e-02, -3.6361e-02,\n", - " -3.2902e-02, -2.6043e-02, 8.0162e-03, -3.9533e-02, -1.7351e-02,\n", - " 9.4107e-03, -3.7312e-02, -3.5838e-02, -1.9665e-02, 4.9409e-02,\n", - " 2.7503e-02, -3.2646e-05, 7.7443e-05, -4.1585e-02, -1.3435e-02,\n", - " 1.9174e-02, -2.6785e-02, 4.6721e-02, 9.6412e-02, 2.5515e-02,\n", - " 3.9050e-03, 6.0028e-02, -3.2146e-02, 3.4005e-02, -8.1853e-03,\n", - " 4.9062e-02, -3.1212e-02, 4.6732e-03, 1.7882e-02, -1.0275e-02,\n", - " 1.1466e-02, -1.2846e-02, 1.4330e-02, -2.6192e-03, -6.1592e-03,\n", - " -2.3209e-02, -3.8201e-02, 4.7951e-02, -2.0110e-02, -1.0250e-02,\n", - " 1.2660e-02, -3.2873e-02, -6.0660e-04, 3.1933e-02, 3.1184e-02,\n", - " 2.9192e-02, -1.3484e-02, 2.3978e-02, -7.0200e-04, 2.8091e-02,\n", - " 3.8178e-02, -2.9022e-02, 7.8065e-03, -1.1418e-02, 4.0498e-02,\n", - " -6.0992e-02, 2.1202e-02, -8.3428e-03, 9.7816e-03, -9.5477e-02,\n", - " 4.2914e-02, 6.9057e-02, -1.1454e-02, -3.2822e-02, 6.5628e-02,\n", - " -1.2325e-02, -4.8853e-02, 2.9537e-02, -2.4557e-02, -6.4392e-02,\n", - " 3.7171e-02, 2.3292e-02, -6.0527e-03, 4.2346e-03, 5.7087e-05,\n", - " -2.4898e-02, -9.4711e-03, 6.3156e-02, 2.1312e-02, -1.2606e-02,\n", - " 6.9635e-02, -4.3627e-02, 1.6444e-02, -1.2800e-03, 3.4127e-02,\n", - " -2.8918e-02, -2.1365e-02, -4.6883e-02, 4.7325e-02, 7.0282e-02,\n", - " 6.4702e-03, 1.9735e-02, -7.5453e-02, 8.5285e-03, 1.4547e-02,\n", - " 5.5228e-03, 2.6051e-02, -2.0764e-02, 7.4247e-03, 5.3548e-02,\n", - " 1.6936e-02, 9.2042e-02, -2.4240e-02, -1.5285e-02, 2.0107e-03,\n", - " -8.3254e-02, 2.4259e-02, -1.8647e-02, -4.1152e-03, 4.1344e-02,\n", - " -1.5309e-02, -6.5933e-03, 2.2393e-02, 1.4065e-02, 6.8878e-02,\n", - " 2.5533e-02, 4.5312e-02, -4.7273e-02, 1.2195e-02, 3.2822e-02,\n", - " -5.5006e-02, -1.3568e-02, 4.3020e-02, 1.7542e-02, 9.3271e-03,\n", - " 1.6404e-02, -9.5558e-03, -2.5200e-02, 6.2971e-02, -2.0871e-02,\n", - " 1.7090e-02, -1.4036e-02, -8.9654e-02, -3.5722e-02, 8.5351e-03,\n", - " 2.5646e-02, -2.4362e-02, 1.9007e-02, -1.3815e-02, 1.0668e-03,\n", - " 3.0124e-02, -5.0603e-03, -2.2713e-02, -5.0680e-02, 7.2516e-02,\n", - " -1.8459e-02, -4.0495e-02, 1.0702e-02, 3.1914e-02, -1.8881e-02,\n", - " -1.0335e-02, 4.4115e-02, 1.8289e-02, 1.8983e-02, 1.6381e-02,\n", - " -5.6939e-02, 5.8426e-02, 5.1809e-02, 4.5404e-02, -2.0641e-03,\n", - " 1.5015e-02, -2.9557e-02, -4.9422e-04, 2.8226e-02, -3.6501e-02,\n", - " 1.2228e-02, -4.2481e-02, 1.7955e-02, -6.8749e-03, 7.8977e-02,\n", - " 3.3076e-02, 8.4979e-02, 2.0454e-02, -5.9122e-02, -1.6459e-02,\n", - " 2.8076e-03, -2.7427e-02, 1.2942e-02, 4.7500e-02, 1.7271e-02,\n", - " 2.8673e-02, 4.6712e-02, 2.8800e-02, -7.0293e-03, 3.9657e-04,\n", - " 9.8114e-02, 1.5386e-02, 1.8516e-02, 2.5414e-02, -3.0033e-02,\n", - " -2.1314e-02, 4.9773e-02, -1.5158e-02, 4.3223e-03, 2.2862e-02,\n", - " 1.2927e-02, -5.8985e-02, 5.0947e-02, -3.1557e-03, 1.8955e-02,\n", - " 9.9036e-03, 9.9126e-03, 8.4511e-02, 2.7497e-02, -4.3364e-03,\n", - " -1.7975e-02, -2.7957e-03, 2.0454e-02, -5.9713e-02, 1.7225e-02,\n", - " 2.5240e-02, 1.0877e-02, -4.0837e-02, 5.4133e-02, -2.8163e-03,\n", - " -8.9384e-04, 2.4503e-02, 5.0877e-02, -1.8714e-02, 2.5555e-02,\n", - " 4.7746e-02, -3.0656e-04, -4.0121e-02, -3.6812e-02, 3.1613e-02,\n", - " 4.2329e-03, -4.6684e-02, 1.8396e-02, 5.5681e-02, 3.9369e-02,\n", - " -2.1213e-02, 2.4599e-02, -2.6654e-02, 3.5678e-02, -1.3363e-02,\n", - " 3.8359e-02, 1.7496e-02, 1.4322e-03, 1.2788e-02, -3.5350e-02,\n", - " -3.6353e-02, 2.1436e-03, 4.5781e-02, 2.3263e-02, 3.1172e-02,\n", - " -5.1115e-02, -2.4003e-03, 3.6001e-02, -9.5393e-03, 5.0734e-02,\n", - " -2.1554e-03, 4.4774e-02, 1.3463e-02, -4.5734e-02, -7.6865e-04,\n", - " 2.4321e-02, -1.8790e-02, -4.4865e-03, 3.0907e-02, -3.3393e-02,\n", - " -4.8710e-02, 2.9006e-02, 1.2566e-02, 1.6059e-02, -5.5442e-02,\n", - " -6.7229e-03, -3.5930e-02, -5.3691e-02, -3.0899e-02, -4.5118e-03,\n", - " -7.8866e-02, -4.1172e-02, 4.0642e-03, -4.9915e-02, 1.4360e-02,\n", - " -6.5134e-03, 7.0755e-03, 4.5255e-03, -5.3511e-02, 2.5087e-02,\n", - " -3.7791e-03, -3.5014e-02, -1.6613e-03, -2.2256e-02, 1.2742e-03,\n", - " 4.8996e-03, 8.2949e-03, -5.5692e-03, 1.5408e-02, -5.9966e-03,\n", - " 1.7624e-02, -3.1948e-02, -3.4815e-02, -5.5280e-03, 4.5409e-02,\n", - " -2.1773e-02, 4.3899e-02, 4.6112e-03, 2.0937e-02, 6.2719e-02,\n", - " -3.9349e-02, -3.2218e-02, -3.6907e-02, 1.7296e-03, -1.0380e-02,\n", - " 6.2993e-02, -8.7945e-03, 2.3957e-02, -1.8737e-02, 9.6456e-03,\n", - " -3.5061e-02, -9.5344e-03, 3.9935e-02, 1.0943e-02, 1.1535e-02,\n", - " 2.8330e-02, -2.3602e-02, -2.0347e-02, -2.3410e-02, 8.0677e-02,\n", - " -1.2090e-03, -2.3553e-02, -2.5631e-02, 2.4529e-02, 1.3112e-02,\n", - " 8.6738e-02, -3.8369e-02, -1.8177e-02, -1.4794e-02, 3.6931e-02,\n", - " -4.8585e-02, -2.1471e-04, 2.3306e-02, 1.2232e-03, 7.2004e-02,\n", - " -7.8174e-02, 5.2464e-02, -1.3123e-02, 6.1606e-03, -1.3155e-01,\n", - " -1.6209e-02, 2.2067e-03, 1.7419e-02, -2.6653e-02, -3.0199e-02,\n", - " -1.7175e-02, 1.6261e-02, 8.3732e-03, 2.5564e-02, 1.2671e-03,\n", - " 9.9538e-02, -4.3610e-02, 5.2563e-03, -1.2351e-02, 5.2107e-03,\n", - " 1.2784e-02, -4.2900e-02, -5.3548e-03, 1.1851e-02, -2.2185e-02,\n", - " -5.0226e-02, 2.0306e-02, -1.9784e-02, -1.4673e-02, 2.0921e-02,\n", - " -7.6363e-03, 1.4226e-03, 3.5814e-02, 7.3090e-02, 1.3370e-02,\n", - " -3.7753e-02, -2.2728e-02, -1.8867e-02, 3.5160e-03, -3.0682e-02,\n", - " -2.6764e-02, -2.9038e-02, -1.9530e-02, 1.4451e-02, 1.2506e-02,\n", - " 4.9037e-02, -2.4175e-02, -2.4652e-02, 5.5033e-02, 1.3578e-02,\n", - " -9.0138e-02, -2.4899e-02, 9.6034e-03, 7.6498e-03, 1.1697e-02,\n", - " -1.3502e-03, 3.3892e-02, -5.2990e-02, 4.1804e-02, -5.3140e-03,\n", - " -4.6533e-02, 1.1580e-01, 3.4675e-06, 3.9616e-03, -4.7453e-02,\n", - " -2.4585e-02, 2.0169e-02, -1.1674e-02, 4.5088e-03, 2.6029e-02,\n", - " -3.5901e-02, 2.2140e-02, -1.9801e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8850, 0.8693, 0.8115, 0.8027, 0.9486, 0.8652, 0.8871, 0.8831, 0.8698,\n", - " 0.8330, 0.7637, 0.7715, 0.7981, 0.7698, 0.8465, 0.8259, 0.7443, 0.7650,\n", - " 0.9037, 0.9052, 0.9046, 0.8314, 0.8717, 0.8952, 0.7879, 0.9215, 0.8028,\n", - " 0.8889, 0.8073, 0.8258, 0.8728, 0.8039, 0.8982, 0.8946, 0.8787, 0.8603,\n", - " 0.8657, 0.8557, 0.8477, 0.9793, 0.8615, 0.8907, 0.8600, 0.8537, 0.8647,\n", - " 0.8238, 0.9300, 0.8727, 0.8987, 0.8591, 0.8971, 0.8482, 0.9514, 0.7831,\n", - " 0.8310, 0.7822, 0.8346, 0.7853, 0.8591, 0.7893, 0.8725, 0.7595, 0.6700,\n", - " 0.8361, 0.8412, 0.8373, 0.8506, 0.8679, 0.8495, 0.9174, 0.8723, 0.8909,\n", - " 0.8554, 0.7368, 0.8856, 0.7299, 0.8484, 0.6672, 0.7863, 0.8175, 0.8647,\n", - " 0.9012, 0.8948, 0.8305, 0.6795, 0.7734, 0.8164, 0.8255, 0.8551, 0.8857,\n", - " 0.8128, 0.8716, 1.0509, 0.8217, 0.8215, 0.7679, 0.6553, 0.8087, 0.8372,\n", - " 0.8959, 0.8908, 0.9011, 0.8649, 0.8123, 0.7725, 0.6100, 0.8323, 0.8772,\n", - " 0.8364, 0.7842, 0.8545, 0.8459, 0.8148, 0.8938, 0.8601, 0.8321, 0.8438,\n", - " 0.8720, 0.8864, 0.8291, 0.8626, 0.7467, 0.8015, 0.8199, 0.7186, 0.7940,\n", - " 0.8363, 0.7522, 0.8440, 0.8234, 0.8880, 0.7965, 0.6338, 0.8407, 0.8345,\n", - " 0.9007, 0.8326, 0.7257, 0.8713, 0.6898, 0.8897, 0.8920, 0.8826, 0.8902,\n", - " 0.7738, 0.8315, 0.8601, 0.8311, 0.8579, 0.8716, 0.7861, 0.8381, 0.7427,\n", - " 0.8785, 0.8550, 0.8094, 0.8622, 0.8240, 0.8710, 0.6590, 0.8674, 0.8818,\n", - " 0.7780, 0.8800, 0.8280, 0.8809, 0.8636, 0.8070, 0.9013, 0.8536, 0.8453,\n", - " 0.8399, 0.7974, 0.9115, 0.8921, 0.7872, 0.7671, 0.8114, 0.8100, 0.8181,\n", - " 0.8408, 0.8712, 0.8112, 0.8891, 0.8994, 0.8510, 0.9295, 0.8575, 0.8785,\n", - " 0.8344, 0.8653, 0.9411, 0.8991, 0.8101, 0.8538, 0.8691, 0.8841, 0.8246,\n", - " 0.8006, 0.7448, 0.8776, 0.8507, 0.6319, 0.8011, 0.8301, 0.8440, 0.8573,\n", - " 0.8052, 0.8503, 0.8258, 0.7898, 0.8860, 0.8388, 0.8262, 0.8240, 0.5967,\n", - " 0.6569, 0.8931, 0.7032, 0.8325, 0.8609, 0.8861, 0.8461, 0.7736, 0.8651,\n", - " 0.6310, 0.8154, 0.8067, 0.8627, 0.8703, 0.8284, 0.8544, 0.8399, 0.8662,\n", - " 0.8499, 0.8086, 0.8547, 0.7501, 0.8719, 0.7933, 0.8102, 0.8630, 0.8408,\n", - " 0.7605, 0.7987, 0.6680, 0.8077, 0.8030, 0.8082, 0.7938, 0.8124, 0.9389,\n", - " 0.8165, 0.8378, 0.8756, 0.8291, 0.8081, 0.8044, 0.7616, 0.8318, 0.8769,\n", - " 0.8518, 0.8873, 0.8364, 0.7928, 0.7751, 0.8396, 0.8267, 0.8324, 0.8773,\n", - " 0.8382, 0.8497, 0.8337, 0.8065, 0.8799, 0.8837, 0.7305, 0.8562, 0.8426,\n", - " 0.8771, 0.7632, 0.8830, 0.8860, 0.6951, 0.8731, 0.7619, 0.8572, 0.9205,\n", - " 0.8282, 0.8823, 0.8126, 0.7094, 0.8774, 0.8323, 0.8787, 0.7345, 0.6750,\n", - " 0.9331, 0.8428, 0.8451, 0.8937, 0.8636, 0.8543, 0.8640, 0.9679, 0.8496,\n", - " 0.8426, 0.8868, 1.6818, 0.8512, 0.7999, 0.6490, 0.7925, 0.8311, 0.8533,\n", - " 0.7980, 0.8785, 0.8667, 0.8249, 0.6624, 0.8517, 0.8222, 0.8189, 0.8642,\n", - " 0.8679, 0.8820, 0.7771, 0.8548, 0.8693, 0.8298, 0.7644, 0.6444, 0.8462,\n", - " 0.9334, 0.8796, 0.8287, 0.8557, 0.8923, 0.8747, 0.8421, 0.7590, 0.9140,\n", - " 0.7596, 0.8562, 0.7684, 0.6392, 0.8787, 0.8760, 0.8397, 0.9157, 0.8406,\n", - " 0.8864, 0.8494, 0.6154, 0.8651, 0.8592, 0.8232, 0.8080, 0.8208, 0.8602,\n", - " 0.8569, 0.7944, 0.8085, 0.7914, 0.8488, 0.8747, 0.7771, 0.8696, 0.8621,\n", - " 0.7858, 0.8616, 0.8257, 0.8940, 0.8509, 0.8833, 0.8695, 0.8531, 0.8396,\n", - " 0.8398, 0.9034, 0.8429, 3.7374, 0.8423, 0.9144, 0.8342, 0.8423, 0.8608,\n", - " 0.8730, 0.8520, 0.8797, 0.7748, 0.8204, 0.8671, 0.7753, 0.8750, 0.8510,\n", - " 0.8500, 0.8235, 0.8338, 0.8771, 0.8216, 0.7368, 0.7579, 0.8413, 0.7475,\n", - " 0.8314, 0.8866, 0.7952, 0.8763, 0.8637, 0.8080, 0.8386, 0.8846, 0.8464,\n", - " 0.8225, 0.8022, 0.8057, 0.8386, 0.8617, 0.7066, 0.8216, 0.8185, 0.8671,\n", - " 0.8032, 0.8462, 0.8457, 0.8442, 0.8512, 0.8686, 0.7797, 0.8512, 0.8003,\n", - " 0.8745, 0.7961, 0.8375, 0.9205, 0.8668, 0.8226, 0.8739, 0.8631, 0.8306,\n", - " 0.8789, 0.8021, 0.5912, 0.8488, 0.8427, 0.9343, 0.8086, 0.8538, 0.8072,\n", - " 0.8836, 0.8718, 0.9224, 0.8551, 0.9017, 0.8732, 0.8287, 0.8713, 0.8071,\n", - " 0.8711, 0.8436, 0.6980, 0.8607, 0.8851, 0.8620, 0.7703, 0.7350, 0.7902,\n", - " 0.7738, 0.7976, 0.9180, 0.7706, 0.8393, 0.8542, 0.7711, 0.8384, 0.7985,\n", - " 0.8631, 0.8458, 0.8434, 0.8486, 0.8663, 0.6658, 0.8319, 0.7989, 0.8596,\n", - " 0.8169, 0.8491, 0.8359, 0.8489, 0.8856, 0.8456, 0.8137, 0.8780, 0.8522,\n", - " 0.8292, 0.6304, 0.7933, 0.8540, 0.8054, 0.7910, 0.8543, 0.7988, 0.8017,\n", - " 0.7940, 0.8717, 0.8372, 0.8258, 0.8595, 0.8500, 0.7408, 0.7778, 0.8314,\n", - " 0.8619, 0.8428, 0.8644, 0.8706, 0.6603, 0.9494, 0.8183, 0.8846, 0.7618,\n", - " 0.8873, 0.8440, 0.8163, 0.8417, 0.8058, 0.8688, 0.8480, 0.6464, 0.8272,\n", - " 0.8195, 0.8578, 0.8263, 0.8789, 0.8109, 0.8564, 0.8152, 0.7638, 0.9109,\n", - " 0.7887, 0.6671, 0.8776, 0.8020, 0.8699, 0.9841, 0.8716, 0.8246, 0.8239,\n", - " 0.8534, 0.8780, 0.7701, 0.8414, 0.8917, 0.8848, 0.8364, 0.8447, 0.7795,\n", - " 0.8936, 0.8650, 0.8805, 0.8398, 0.8306, 0.8897, 0.8151, 0.8315, 0.7884,\n", - " 0.8567, 0.8566, 0.8560, 0.8124, 0.8859, 0.8490, 0.6872, 0.8286, 0.8489,\n", - " 0.8675, 0.6240, 0.8782, 0.8463, 0.8195, 0.8376, 0.8822, 0.8177, 0.8447,\n", - " 0.8594, 0.9784, 0.8608, 0.8085, 0.8519, 0.8747, 0.8664, 0.8970, 0.7990,\n", - " 0.7960, 0.7944, 0.8383, 0.8342, 0.8673, 0.8362, 0.8210, 0.8885, 0.8883,\n", - " 0.8340, 0.8867, 0.8400, 0.8793, 0.7906, 0.8517, 0.8467, 0.8182, 0.7912,\n", - " 0.8717, 0.7544, 0.6103, 0.8290, 0.7976, 0.8864, 0.8583, 0.7969, 0.7886,\n", - " 0.8548, 0.8861, 0.8412, 0.8398, 0.8975, 0.9123, 0.8346, 0.8174, 0.8896,\n", - " 0.8068, 0.8157, 0.8387, 0.8569, 0.8687, 0.8215, 0.8781, 0.8641, 0.7582,\n", - " 0.8891, 0.8598, 0.8196, 0.8441, 0.7114, 0.8811, 0.7845, 0.8436, 0.8529,\n", - " 0.8112, 0.8472, 0.8862, 0.8625, 0.8183, 0.7923, 0.6480, 0.7893, 0.7810,\n", - " 0.8405, 0.8508, 0.7928, 0.8570, 0.8785, 0.8829, 0.9033, 0.8575, 0.8054,\n", - " 0.8824, 0.8265, 0.8473, 0.8210, 0.5653, 0.8461, 0.8084, 0.8000, 0.8650,\n", - " 0.8411, 0.8698, 0.8825, 0.9204, 0.8542, 0.8927, 0.8834, 0.8579, 0.8597,\n", - " 0.8863, 0.8447, 0.7953, 0.8564, 0.8923, 0.8756, 0.8463, 0.8706, 0.8236,\n", - " 0.8920, 0.8600, 0.8787, 0.8168, 0.7208, 0.8156, 0.6629, 0.8969, 0.8670,\n", - " 0.8135, 0.8187, 0.8691, 0.8053, 0.8053, 0.8289, 0.8698, 0.8603, 0.7667,\n", - " 0.8751, 0.8126, 0.8187, 0.7971, 0.8816, 0.8092, 0.8548, 0.8822, 0.7835,\n", - " 0.7966, 0.8399, 0.8729, 0.8256, 0.8367, 0.8706, 0.8262, 0.8057, 0.8505,\n", - " 0.8744, 0.8596, 0.8794, 0.8816, 0.9081, 0.8772, 0.8030, 0.8818, 0.7856,\n", - " 0.8863, 0.7395, 0.8430, 0.8722, 0.8880, 0.8189, 0.7814, 0.8807, 0.8152,\n", - " 0.8329, 0.8486, 0.8740, 0.8924, 0.8825, 0.8023, 0.8362, 0.8630, 0.7928,\n", - " 0.8629, 0.8481, 0.8380, 0.7351, 0.8758, 0.8517, 0.8296, 0.8681, 0.8576,\n", - " 0.7642, 0.7803, 0.8774], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.0336e-03, 5.2285e-03, -2.8415e-02, -2.2355e-01, 2.8281e-01,\n", - " -1.0355e-01, 2.1058e-01, 5.2141e-02, 9.3133e-03, -1.0140e-01,\n", - " -9.5627e-02, 2.1383e-01, -6.5770e-02, 9.9821e-02, 1.5656e-02,\n", - " 7.9254e-02, -1.1230e-01, -2.8406e-02, -7.8713e-02, 2.4294e-01,\n", - " 2.4602e-01, -2.3040e-01, 1.1285e-01, 3.0359e-01, -2.3410e-02,\n", - " 2.6385e-01, 1.2775e-01, -2.4427e-01, -2.4724e-01, 6.4968e-02,\n", - " -4.9040e-02, 3.0989e-02, 2.4190e-01, -1.9570e-01, 8.1310e-02,\n", - " -1.3567e-02, -1.4962e-01, 2.3354e-01, 1.6837e-01, -4.0372e-01,\n", - " -8.2497e-02, -1.8586e-01, -1.6642e-02, 1.1182e-01, 8.5592e-03,\n", - " -1.3928e-01, -1.0552e-01, -9.6952e-02, 2.1425e-02, -1.1056e-01,\n", - " -2.3767e-01, -5.2616e-02, 2.2837e-01, -3.9718e-01, 3.9357e-02,\n", - " -7.2787e-02, 8.0630e-02, -2.5140e-01, -1.3714e-03, -7.7234e-02,\n", - " -5.7403e-02, 4.9509e-02, -2.1094e-01, -1.5049e-01, 2.4436e-02,\n", - " 1.0605e-01, -2.2542e-02, -6.6176e-02, 1.5422e-02, -1.9702e-01,\n", - " -3.3141e-01, 9.1690e-02, -9.0190e-02, -1.1617e-01, 9.8462e-02,\n", - " -6.1607e-02, -3.8342e-02, 1.5944e-01, 4.5236e-02, 5.7582e-02,\n", - " -1.0090e-02, 1.2384e-02, 7.6772e-02, 1.3772e-01, 4.2770e-03,\n", - " -7.8976e-02, -8.5676e-02, 5.8032e-02, 5.1380e-04, 8.9491e-02,\n", - " -3.2615e-02, -1.5720e-01, 7.2433e-01, -7.8350e-02, 6.4355e-02,\n", - " -8.4763e-02, 1.1380e-01, -1.4482e-01, -7.4009e-02, -7.2901e-02,\n", - " 6.5144e-02, 1.1149e-01, 2.2596e-02, -1.2960e-01, 1.3151e-02,\n", - " -2.0588e-01, -1.1241e-01, -1.0558e-01, -8.9636e-03, 2.9718e-02,\n", - " -1.0388e-01, 7.0925e-03, -3.0181e-01, -1.5717e-01, -8.3690e-02,\n", - " 1.2701e-02, -3.2623e-02, 1.3150e-02, -1.1205e-01, 1.2246e-01,\n", - " -9.7161e-02, -2.9682e-01, -8.3702e-02, 4.9577e-02, 7.1420e-02,\n", - " -1.9664e-01, -7.6017e-02, 8.8923e-02, -4.5538e-02, -7.7344e-02,\n", - " -3.5484e-03, 4.3289e-02, -1.1097e-01, -9.4680e-02, -9.9394e-03,\n", - " -1.1565e-01, -4.4032e-02, 9.9199e-02, -2.2014e-01, -1.9625e-01,\n", - " -1.1376e-01, 9.4815e-03, 2.3465e-03, -1.1495e-02, 5.0283e-02,\n", - " -6.0909e-01, 1.0951e-02, 3.0044e-02, -1.0283e-01, 4.0362e-01,\n", - " -9.3080e-03, 1.6931e-01, -2.8950e-01, 1.6660e-02, 6.6859e-02,\n", - " -1.8190e-02, 1.0559e-01, 2.1833e-01, 1.0011e-01, -1.0045e-01,\n", - " 4.2853e-02, -8.7105e-02, -1.2163e-01, 7.0865e-02, -1.1551e-01,\n", - " 7.9991e-02, 1.2663e-01, -9.7014e-02, -6.9683e-01, -1.0928e-01,\n", - " -1.3667e-01, 7.1320e-03, -4.5795e-02, 3.9001e-01, 4.4341e-02,\n", - " 2.1284e-01, 4.4913e-02, 9.7137e-02, 4.4726e-02, 1.0720e-01,\n", - " -1.9162e-02, 3.9274e-02, -1.1940e-01, 1.4703e-01, 8.2512e-02,\n", - " -7.1100e-02, 2.1497e-01, 1.5583e-01, 1.3691e-01, -3.5807e-02,\n", - " -3.9637e-02, -2.5174e-01, 1.7311e-01, -2.5205e-02, 1.1391e-01,\n", - " 9.6349e-02, -8.1582e-02, 1.8771e-01, -2.1290e-02, -1.1039e-01,\n", - " -2.4997e-01, 3.1039e-02, 7.1190e-02, 1.2845e-01, -1.3078e-01,\n", - " 1.2907e-01, 6.6490e-02, 1.2243e-03, 7.6038e-02, -5.4327e-03,\n", - " -3.7124e-02, -1.5022e-01, 7.0269e-02, 1.3115e-01, 9.9734e-02,\n", - " -9.2058e-02, -4.5981e-02, -7.3266e-02, 6.7582e-02, -2.1370e-01,\n", - " -6.2263e-02, 1.0242e-01, -3.8111e-02, 5.4451e-02, -8.5856e-02,\n", - " 3.6501e-01, 1.2673e-01, -6.6931e-02, 8.0951e-02, -2.8745e-02,\n", - " 8.1686e-02, -7.4046e-02, 4.2015e-02, -5.8721e-02, 3.1116e-02,\n", - " 1.2470e-01, -1.0286e-01, -9.5550e-03, -7.3585e-03, -2.3900e-01,\n", - " -4.5236e-02, 5.9745e-02, -7.4837e-02, -1.2526e-02, 3.2314e-02,\n", - " -4.9047e-02, -2.5798e-01, 5.7097e-02, -2.2542e-01, -5.0367e-01,\n", - " 3.6182e-03, 2.2921e-01, -7.6835e-02, -1.0242e-01, -7.9557e-03,\n", - " -8.8306e-02, -2.1782e-01, 1.0700e-02, 3.6123e-02, -3.6438e-02,\n", - " -2.1702e-03, -9.3591e-02, 8.4398e-02, 2.6575e-03, -3.8941e-02,\n", - " -8.1292e-02, 2.6883e-02, 5.7721e-02, 4.6312e-02, -1.1495e-02,\n", - " 3.8139e-02, -3.9406e-02, -8.9335e-02, -4.6443e-02, -8.4026e-02,\n", - " 1.3272e-01, -1.4938e-01, -1.4192e-01, -1.5603e-01, -1.4415e-01,\n", - " 1.2822e-01, 3.4662e-02, 2.3559e-02, -9.9429e-02, -1.8124e-01,\n", - " 4.7738e-03, 1.8395e-01, 2.3316e-01, 1.3729e-01, -3.9689e-02,\n", - " 6.0333e-02, -8.7207e-02, -1.5517e-01, -1.9343e-02, 1.3433e-01,\n", - " -1.1945e-01, -6.6630e-02, 2.6264e-01, 8.0230e-02, -3.6583e-02,\n", - " -3.4312e-02, 6.6418e-02, -1.2824e-01, 5.6244e-02, 3.5392e-01,\n", - " -4.5682e-02, -2.7011e-01, -9.9110e-02, -1.2970e+00, 1.0362e-02,\n", - " 1.1781e-02, -5.5204e-02, -9.5896e-03, -1.7513e-02, -1.9234e-02,\n", - " 3.4248e-02, 2.2463e-02, 6.6340e-02, -7.1592e-02, 2.0376e-01,\n", - " -1.8350e-01, 6.0965e-02, 1.6242e-01, -2.2975e-01, -5.2453e-02,\n", - " 9.9357e-02, -5.8088e-02, -1.2977e-01, -3.8727e-02, 3.0141e-02,\n", - " -7.4669e-02, -4.1295e-02, 5.3212e-02, 1.7492e-01, -4.8128e-02,\n", - " 2.5583e-02, -1.4061e-01, -1.3333e-01, -1.1822e-02, 7.4698e-02,\n", - " -3.6656e-04, 1.2344e-02, 5.2643e-02, -4.2516e-02, -3.8568e-02,\n", - " 2.3489e-01, -2.1652e-02, -2.1351e-01, -1.0318e-01, -3.0506e-01,\n", - " -1.1249e-01, 1.0427e-01, -8.8108e-03, 1.7477e-01, 1.6618e-02,\n", - " -7.9492e-02, 2.6739e-02, -5.6260e-03, -8.4520e-02, 9.5812e-02,\n", - " 3.4080e-02, -2.8043e-03, -5.0595e-02, 7.5903e-02, -1.4101e-02,\n", - " -1.4086e-01, -8.2914e-02, 1.0507e-01, -1.3649e-01, -2.7506e-02,\n", - " -1.2047e-01, -2.1823e-02, 6.4480e-02, -7.2969e-02, -1.4135e-01,\n", - " 1.0568e-02, 4.7503e-03, -8.7234e-03, -1.0583e-01, 5.5112e-02,\n", - " -9.0419e-02, -1.0916e+00, 9.6388e-02, -2.8698e-01, 3.5710e-02,\n", - " -7.8352e-02, -2.4311e-01, 1.0061e-01, -6.7212e-02, -1.5293e-01,\n", - " -1.2709e-02, -3.9582e-02, 1.1981e-01, -6.5164e-03, 6.3466e-02,\n", - " -3.8860e-02, -1.8429e-01, -1.7751e-01, 4.9938e-02, -1.1186e-01,\n", - " -1.5652e-02, -1.1511e-01, 1.8332e-02, -1.2996e-01, -1.4776e-01,\n", - " -2.2325e-01, 9.1054e-02, -7.2694e-02, 1.9732e-01, -6.5375e-02,\n", - " -7.0374e-02, -1.5113e-01, 3.1656e-02, 7.3931e-02, -1.1310e-01,\n", - " 2.4662e-02, -2.6566e-02, 5.9458e-03, -2.0863e-02, -5.4963e-02,\n", - " -6.4447e-02, -3.4899e-01, 3.8133e-02, -1.1241e-01, -1.9072e-01,\n", - " 1.3851e-01, 5.5770e-02, -1.4842e-01, -1.9034e-01, 1.3091e-01,\n", - " 4.9112e-02, -2.2440e-01, -2.6715e-01, 1.6301e-01, -6.8629e-02,\n", - " 1.0853e-01, -2.0320e-01, -5.3612e-02, -1.5559e-01, -1.8887e-01,\n", - " 7.1598e-02, -5.1105e-02, 1.0509e-01, -7.9962e-02, -7.1519e-03,\n", - " 2.0742e-02, -2.2968e-01, 8.8782e-02, -9.2715e-02, -3.1657e-01,\n", - " -1.5412e-02, 1.3642e-02, 1.6419e-01, -1.9913e-01, 5.6982e-02,\n", - " -4.8904e-02, -1.6943e-02, 9.6511e-02, -4.6775e-02, -7.8662e-02,\n", - " 3.2571e-02, -2.4914e-01, -7.4112e-02, 1.6399e-01, 1.7284e-01,\n", - " -6.7856e-02, -1.0784e-01, 4.1670e-02, 3.3421e-02, 3.6985e-03,\n", - " 1.7555e-03, -2.4169e-01, -1.2191e-02, -1.0531e-01, -1.4383e-01,\n", - " -8.1091e-02, -1.5756e-01, 4.3449e-02, -2.0836e-01, -6.3087e-02,\n", - " 4.7162e-02, 1.2487e-01, -1.7479e-01, -2.0048e-02, 4.4944e-02,\n", - " 5.0981e-03, 8.1488e-02, 1.4498e-01, -2.5543e-01, -5.2586e-02,\n", - " -4.0249e-02, 1.4402e-02, 6.6907e-02, -3.8030e-02, -9.9229e-02,\n", - " -9.9703e-02, -1.4705e-01, 1.8648e-02, -4.8384e-02, 1.3715e-01,\n", - " 6.0175e-02, 2.9476e-02, -8.5164e-02, 2.2541e-02, -6.7690e-02,\n", - " -1.1113e-02, -1.7944e-01, -2.6556e-02, -1.1250e-01, -3.4658e-02,\n", - " -1.1201e-01, -7.6722e-02, 3.9984e-02, -7.4275e-02, -1.1728e-01,\n", - " 2.5502e-01, -9.2376e-02, -9.7613e-02, -3.2531e-01, -2.8721e-02,\n", - " -1.3918e-01, 2.1222e-01, 5.7275e-02, -1.8823e-01, -1.5024e-01,\n", - " -3.1565e-02, 3.5345e-02, -1.6787e-02, 6.9471e-02, 8.7983e-02,\n", - " -7.0008e-02, -5.9802e-02, -2.9278e-03, -6.8722e-02, 4.8875e-03,\n", - " -8.5533e-02, -6.0505e-02, 6.2219e-03, 1.2152e-02, -2.4958e-01,\n", - " -1.3554e-02, -8.6929e-02, -1.7285e-01, 5.2198e-02, -1.3743e-01,\n", - " -7.3373e-01, -1.6765e-01, -9.4990e-02, 2.0334e-01, 7.9054e-02,\n", - " -8.6463e-02, -5.9376e-02, 1.5502e-01, 4.9438e-02, 3.5991e-02,\n", - " -9.8729e-02, 2.2769e-02, 4.7792e-02, 9.3990e-02, -7.0500e-02,\n", - " -1.6993e-01, -2.5577e-01, -1.3172e-01, -5.3147e-03, -7.4893e-02,\n", - " 1.5965e-03, 1.1410e-01, -5.6585e-02, -1.7878e-02, -6.0898e-03,\n", - " -8.3584e-03, -1.7030e-03, 3.7460e-02, 9.1694e-02, -1.4599e-01,\n", - " -6.2180e-02, -1.3732e-01, -1.5730e-01, 1.5761e-01, -5.8925e-02,\n", - " -1.6023e-01, -7.1060e-03, 1.2592e-01, -6.7088e-02, 2.3908e-03,\n", - " 8.3223e-03, 4.0463e-01, -5.0263e-02, -5.7076e-02, -1.9179e-02,\n", - " 4.5129e-02, -1.4537e-02, 9.5294e-02, 2.4088e-02, 2.0403e-01,\n", - " -1.2687e-02, -2.5072e-02, -6.1451e-03, 9.3198e-02, -3.2659e-02,\n", - " -2.7385e-02, 4.8588e-02, -1.8035e-01, 4.2851e-02, 5.0967e-02,\n", - " 1.8662e-01, 3.7509e-02, 1.8329e-01, -5.8049e-03, -5.2903e-02,\n", - " -9.9441e-03, -1.3935e-01, -9.4371e-02, 2.9916e-03, -1.2807e-01,\n", - " -3.7715e-02, -3.5035e-02, -1.1794e-02, -8.1073e-02, -8.4328e-03,\n", - " 7.7523e-02, -6.6890e-02, 8.6839e-02, 5.1683e-02, -9.7652e-02,\n", - " 2.3360e-01, 2.5418e-01, -1.8245e-01, 1.2412e-01, 1.0944e-01,\n", - " 1.7953e-01, 2.3462e-01, 4.6152e-02, 1.4194e-01, 3.1772e-02,\n", - " 7.3054e-02, -1.2898e-02, 3.8977e-02, 3.6320e-02, 1.8327e-01,\n", - " -1.7349e-01, 1.5755e-01, 1.1643e-01, 4.3175e-03, -4.8101e-02,\n", - " -1.0999e-01, 1.4522e-01, -1.1640e-01, -8.7701e-02, 4.2940e-02,\n", - " 6.3380e-03, 1.7349e-01, 8.3371e-02, 1.3219e-01, -1.6170e-01,\n", - " -9.8692e-02, 6.0366e-02, 1.5533e-02, -6.4581e-02, -2.6297e-02,\n", - " 5.7827e-02, -2.6181e-02, 8.6905e-02, -1.7798e-01, 7.2166e-02,\n", - " -8.5554e-02, 8.3456e-02, 3.7982e-02, 1.7078e-02, 8.0956e-02,\n", - " 5.8977e-02, 1.1211e-03, -1.1919e-01, -9.9886e-02, 5.3761e-02,\n", - " -1.3990e-01, 2.6795e-01, 1.9118e-01, 2.2404e-01, -1.1108e-01,\n", - " 2.4671e-03, -1.2989e-01, 2.5949e-01, -8.8656e-02, -1.2257e-01,\n", - " -5.3595e-02, 1.3283e-01, -9.9118e-02, -1.4086e-01, -1.2031e-02,\n", - " -4.1843e-02, 4.4548e-02, 1.1791e-01, 6.6411e-02, -1.2471e-01,\n", - " 8.0124e-02, -1.6481e-01, -9.5394e-02, 3.7181e-03, -9.0005e-02,\n", - " 9.1140e-02, 1.2014e-02, -1.3411e-01, 5.2264e-03, 8.1993e-02,\n", - " 1.4718e-03, 1.0597e-01, 7.7151e-02, 6.2308e-02, 1.5275e-01,\n", - " -1.6316e-01, 1.1115e-01, 1.5610e-01, 1.2349e-01, -2.1435e-02,\n", - " 1.1163e-01, 3.0151e-03, 1.2209e-01, 3.5566e-02, -7.8555e-02,\n", - " -9.6028e-02, -1.9912e-01, -3.7808e-02, -4.6515e-02, 1.0525e-01,\n", - " -1.5944e-02, -7.2695e-02, -2.4133e-02, -7.9325e-02, -3.7141e-03,\n", - " -6.9687e-02, 1.0560e-01, 1.6557e-01, 1.4042e-01, 2.8165e-01,\n", - " -4.4383e-02, 1.1224e-01, 6.0685e-02, -3.6089e-02, 2.2756e-02,\n", - " 7.1514e-02, -1.1817e-02, 5.3818e-02, -7.8305e-02, -4.7519e-03,\n", - " 1.8717e-01, -9.5585e-02, -7.5553e-02, 7.0850e-02, 1.1952e-02,\n", - " 3.2495e-02, -1.4560e-01, -1.1017e-01, 1.4976e-01, -2.1868e-01,\n", - " -3.3066e-02, -2.9233e-01, 1.1392e-01, -1.1354e-01, 7.1420e-02,\n", - " 2.1520e-02, 1.8998e-01, 4.7666e-02, -2.5585e-01, -9.9891e-02,\n", - " -1.2896e-02, 3.6183e-02, 8.3095e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0877, -0.1178, -0.1176, ..., -0.0588, -0.1385, -0.1085],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.0690e-02, 4.8389e-02, 1.1560e-02, 5.3816e-02, 8.8579e-02,\n", - " 3.1723e-03, -1.1285e-02, 7.6280e-02, -2.3392e-02, -1.1147e-02,\n", - " -2.5311e-02, 6.6275e-02, -6.3857e-04, 4.7205e-02, -4.8979e-02,\n", - " -1.7934e-02, -8.7976e-03, 1.4623e-03, -1.0148e-02, -3.3018e-02,\n", - " -1.0817e-02, -6.6829e-02, -4.3193e-02, -5.4763e-02, -1.9012e-02,\n", - " 6.5889e-02, -4.0577e-03, 1.8374e-02, -1.2618e-01, 4.4186e-02,\n", - " 7.2261e-02, 5.8884e-02, -2.9019e-02, 2.2886e-02, 1.4124e-02,\n", - " 2.6116e-02, -4.0983e-02, -3.0542e-03, -4.5433e-02, 1.6879e-02,\n", - " 3.9563e-02, 1.8521e-02, 3.4416e-02, -9.3369e-03, -1.7510e-02,\n", - " -3.7951e-02, 3.6767e-02, 1.1211e-01, -5.4903e-03, -8.0094e-02,\n", - " 1.8659e-02, -4.9726e-02, 3.5346e-03, -8.8666e-02, 2.5758e-02,\n", - " 6.0918e-02, 2.6800e-02, -1.0728e-01, 2.0187e-02, 3.5201e-02,\n", - " 4.5532e-02, 1.6931e-01, -5.9672e-02, -3.7285e-03, 1.4964e-02,\n", - " 7.2565e-02, -6.6660e-02, -5.5345e-03, -4.3085e-02, -9.1215e-03,\n", - " -8.9509e-02, 3.8849e-03, -2.6813e-02, 2.2280e-02, -2.7301e-02,\n", - " 3.0489e-02, -2.5930e-02, 8.8305e-03, -3.2973e-02, 1.5483e-03,\n", - " 4.9759e-02, 8.6375e-03, -2.5330e-03, 2.6765e-02, 1.5218e-02,\n", - " -1.2865e-01, -4.0216e-03, -1.6597e-02, -6.1002e-02, 5.9611e-02,\n", - " 2.1324e-02, -4.4071e-02, 7.3881e-02, -7.6641e-02, 8.7474e-02,\n", - " -2.9003e-02, 2.0725e-01, -1.3193e-02, -2.4892e-02, -5.0980e-02,\n", - " 4.6267e-03, -3.8535e-03, -2.9951e-02, 5.6127e-02, 5.2051e-02,\n", - " 4.9522e-02, 2.3432e-02, -4.2352e-02, -4.8868e-02, -6.0166e-02,\n", - " -5.0413e-02, 1.1107e-02, -9.6333e-02, -1.1391e-02, -3.4263e-02,\n", - " 2.9572e-02, -7.2750e-02, -9.4332e-03, -4.8458e-02, 3.1345e-02,\n", - " -4.1016e-02, 4.9528e-02, -2.0376e-02, -3.3098e-02, 1.0193e-01,\n", - " -1.7146e-01, 8.6343e-03, 3.7750e-02, -6.6698e-02, -2.7530e-02,\n", - " 1.8359e-02, 5.2719e-03, -5.4345e-02, -3.4271e-02, 8.2739e-02,\n", - " 2.8273e-02, 2.2989e-02, 6.4030e-02, -1.4827e-02, 1.6531e-02,\n", - " -9.0820e-03, 5.6789e-02, 4.2751e-02, 3.4088e-03, -7.7317e-02,\n", - " -5.2431e-02, 1.2398e-01, 1.9733e-02, -3.3092e-02, 1.9240e-02,\n", - " 1.2534e-02, 9.7965e-02, -1.1194e-01, 1.8739e-02, -7.2599e-02,\n", - " -1.2585e-01, 8.1401e-02, 4.2556e-02, 4.3914e-03, -9.8637e-02,\n", - " -1.8422e-02, -2.5791e-02, 2.0637e-02, -1.9864e-02, 1.2075e-02,\n", - " 1.3012e-01, 2.5410e-02, -4.6194e-02, -2.9018e-02, -4.5119e-02,\n", - " 2.2107e-02, 4.3422e-02, -8.5116e-02, -1.3154e-03, 4.2444e-02,\n", - " -3.0771e-02, -8.4465e-02, -7.7725e-03, 4.6971e-03, -1.1412e-01,\n", - " 4.3273e-02, 8.0047e-03, -4.9647e-03, -3.4398e-02, 3.3676e-02,\n", - " -3.6013e-02, -7.5707e-02, 7.6827e-02, -7.7768e-03, -4.3641e-03,\n", - " 2.2120e-02, 1.7082e-02, -4.9390e-02, 5.1000e-03, 1.0089e-01,\n", - " 9.6092e-02, 1.0206e-02, 9.9130e-02, -3.8231e-02, -4.9073e-02,\n", - " -4.1706e-02, -4.3691e-02, 9.5911e-02, -2.6357e-02, 6.9518e-03,\n", - " -1.1491e-02, 1.8626e-02, -2.0062e-02, 1.1048e-02, 1.1944e-01,\n", - " 4.8131e-02, -1.8914e-02, 2.1785e-02, 5.1264e-02, 4.9035e-02,\n", - " 4.8405e-02, -1.2456e-01, -2.2858e-03, 8.3303e-02, -3.2736e-02,\n", - " 2.5000e-02, 7.3330e-02, -4.2028e-02, -5.9321e-03, 2.9590e-02,\n", - " -5.7482e-02, -3.5795e-02, -2.5190e-03, 1.7223e-02, 1.8777e-02,\n", - " -1.2204e-02, 4.2306e-02, 2.4526e-02, 3.4424e-02, -4.3033e-02,\n", - " 4.4061e-02, -2.5582e-02, -2.1215e-03, -1.8106e-02, 5.9100e-03,\n", - " 5.0350e-02, -3.1931e-02, -3.0447e-02, 4.1630e-02, 8.5522e-03,\n", - " 1.6896e-02, -4.9216e-02, -7.0083e-02, 1.9322e-02, -3.4888e-02,\n", - " -3.4482e-02, 3.6186e-03, 5.1021e-02, 1.9434e-02, 4.7395e-02,\n", - " -1.2464e-02, -7.1943e-02, 4.4631e-02, -1.3320e-02, -4.0144e-02,\n", - " -3.0980e-03, -9.1722e-02, 4.1230e-02, 5.4758e-02, -4.7178e-03,\n", - " 8.6482e-03, -3.5533e-02, 3.0334e-02, 3.8390e-02, 2.1656e-03,\n", - " 3.7494e-03, -2.1177e-02, -9.5499e-02, 7.7559e-02, 2.7950e-02,\n", - " -9.8251e-02, -1.2781e-01, -7.0787e-03, 8.5905e-02, -4.3925e-02,\n", - " 6.2899e-02, -3.7099e-02, -9.0465e-02, -1.0693e-01, -1.0938e-02,\n", - " 2.6209e-02, 4.4480e-02, 6.0964e-02, -1.1891e-02, 9.3942e-03,\n", - " -1.4833e-02, -3.0300e-02, -2.9333e-02, -6.6264e-02, -4.0022e-02,\n", - " -8.8990e-02, 5.0915e-02, 2.2788e-02, 5.4028e-02, 1.0518e-02,\n", - " 2.3333e-02, 2.7496e-02, -2.2074e-02, 6.2951e-02, -2.4111e-02,\n", - " -2.5867e-02, -6.5684e-02, 8.6372e-03, -3.4302e-01, 9.7186e-04,\n", - " -3.7750e-02, -2.7522e-02, 3.1870e-02, 7.0811e-02, -1.9168e-02,\n", - " -3.9998e-02, 2.6999e-02, -9.7987e-02, -6.0743e-02, 2.4088e-02,\n", - " -9.7162e-02, 2.1910e-02, 2.9418e-02, -9.6269e-02, -1.5309e-02,\n", - " -1.2072e-02, 4.3137e-02, -2.1999e-02, 3.0265e-02, 2.7433e-03,\n", - " 2.7197e-02, -1.2343e-01, 2.5233e-02, 3.7933e-02, 5.6233e-02,\n", - " 5.6204e-03, -4.9462e-02, -8.8641e-02, 1.4897e-02, -1.3020e-02,\n", - " 1.3468e-02, -5.8637e-02, -5.5748e-02, 6.5907e-02, 3.3152e-04,\n", - " 8.3592e-03, 3.3429e-02, 2.3241e-02, 1.2578e-03, 5.6779e-02,\n", - " -8.2302e-03, -2.7938e-02, 8.6493e-03, -1.5291e-01, 1.8473e-03,\n", - " 1.7316e-02, 7.2473e-02, 2.6393e-02, 1.0230e-01, -1.2444e-02,\n", - " 3.1671e-02, 2.6905e-03, -6.3321e-03, -1.1388e-02, -7.0757e-03,\n", - " 6.4438e-02, -4.5542e-02, -3.1983e-02, 4.0014e-02, -8.6672e-02,\n", - " -4.7684e-02, 1.0987e-01, -4.9738e-02, 5.4587e-02, 3.1955e-03,\n", - " 8.1284e-03, -4.8701e-03, -1.0335e-01, -6.7817e-02, 4.1881e-02,\n", - " 7.0914e-02, -9.0045e-02, -4.5735e-02, -1.9736e-02, -3.6930e-03,\n", - " 2.2251e-02, -5.4667e-02, 2.8037e-02, -5.8141e-02, -7.5276e-02,\n", - " 4.8585e-02, -2.2758e-02, 3.3365e-02, -1.4225e-01, 1.7097e-02,\n", - " 1.7434e-04, -2.9808e-02, -1.0884e-01, 1.7994e-02, 3.1933e-02,\n", - " -7.1532e-02, -1.9320e-03, 1.7667e-02, -1.2206e-02, 1.0078e-01,\n", - " 9.6573e-03, 1.7847e-02, -5.2441e-02, -3.3544e-02, -7.6136e-03,\n", - " -1.3575e-02, 8.6087e-02, -1.4178e-02, 2.9516e-02, -8.0548e-02,\n", - " 1.5571e-02, -1.1319e-01, 2.2828e-02, 6.2296e-02, 7.4708e-02,\n", - " 4.9192e-03, -2.2372e-03, 4.9727e-02, 4.9913e-02, -3.9826e-02,\n", - " 9.4175e-02, 1.2693e-02, 1.7237e-02, -3.3343e-02, -2.8424e-02,\n", - " 1.9222e-02, -6.2055e-02, 3.7100e-02, 7.2695e-02, -8.6387e-02,\n", - " 1.8557e-02, -6.4485e-02, -5.8554e-02, 1.6496e-03, -4.9759e-02,\n", - " -6.6009e-02, 2.7622e-02, 8.3176e-02, -8.2226e-02, -3.4911e-02,\n", - " -3.3120e-02, 7.2784e-02, 1.2096e-02, -3.7385e-02, -8.6572e-02,\n", - " -1.1975e-03, -2.2290e-02, 4.7350e-02, 1.4965e-02, 1.3747e-02,\n", - " 6.4616e-02, 5.0349e-03, -3.1337e-03, -9.2797e-02, -6.5375e-02,\n", - " 2.8842e-02, -1.0483e-01, -3.9564e-02, -4.0040e-02, 6.9129e-02,\n", - " 4.6828e-02, -4.2774e-02, -1.4932e-01, -7.0686e-02, 9.6475e-02,\n", - " -3.1555e-02, 1.7724e-02, 1.7254e-02, -3.1604e-02, 4.4652e-02,\n", - " -5.1725e-02, -9.2596e-02, 2.2394e-02, -8.7453e-02, -3.3070e-02,\n", - " 9.5540e-02, -4.2045e-02, -6.1960e-02, -8.7147e-02, -3.9232e-02,\n", - " -1.4693e-02, 4.9299e-02, -1.0636e-03, -6.0699e-02, 1.1910e-02,\n", - " -4.2918e-02, 4.0370e-02, -4.8803e-02, 4.6192e-02, 1.4246e-02,\n", - " 1.2937e-02, 7.9457e-02, 7.6143e-02, 8.2247e-02, -2.7444e-03,\n", - " 6.4490e-02, 3.4371e-03, 1.8013e-02, 4.6723e-02, 4.1921e-02,\n", - " 4.3363e-02, -6.4072e-03, 7.1017e-03, -5.8075e-02, 5.4963e-02,\n", - " -4.5947e-02, -3.2062e-02, 6.6528e-02, -9.8242e-03, -6.4092e-02,\n", - " 9.9777e-02, -8.2379e-02, -1.3857e-01, 3.7471e-02, 6.8955e-02,\n", - " 7.6814e-03, 4.5129e-02, 1.8649e-02, 2.2504e-02, -2.7702e-02,\n", - " 2.7849e-02, -4.1860e-02, -1.2827e-02, 7.9813e-02, 2.7077e-02,\n", - " 7.1945e-02, 1.8689e-02, -5.7052e-02, -5.1405e-02, 5.5919e-02,\n", - " -5.2876e-02, -4.7498e-02, 1.8164e-02, -7.1750e-02, -3.2125e-02,\n", - " -3.5942e-02, -2.9905e-03, -1.4411e-02, 3.9362e-02, 1.1839e-03,\n", - " 5.7647e-02, -2.8403e-03, 5.6285e-02, -2.7452e-03, 2.7139e-02,\n", - " 7.0957e-02, -1.5971e-02, -3.6065e-02, -2.7343e-03, 1.2100e-02,\n", - " 6.4186e-03, -1.7672e-02, 6.7367e-03, -1.5892e-02, 3.1816e-02,\n", - " -1.4619e-02, 6.1785e-02, -9.5031e-03, -2.9633e-02, 1.8663e-02,\n", - " 5.9813e-02, -1.1430e-02, -6.9294e-03, 3.5837e-02, 1.0787e-02,\n", - " 3.7810e-02, 4.9340e-03, 2.1910e-02, -4.4427e-02, -2.5866e-02,\n", - " -2.2181e-02, 2.3409e-02, -8.3055e-02, -2.8810e-02, 5.2889e-02,\n", - " -2.2077e-01, 7.4303e-02, 6.8850e-02, -9.9910e-02, -6.6738e-02,\n", - " -1.4784e-02, 2.4396e-02, 2.2683e-02, -6.0063e-02, 2.3861e-03,\n", - " 5.4098e-04, -3.7478e-02, -1.5645e-02, 1.1839e-01, -4.2640e-02,\n", - " -8.1862e-02, 6.6660e-02, 8.8520e-02, -2.6918e-02, 1.9363e-03,\n", - " 5.8242e-02, 5.8457e-02, -1.2839e-02, -1.0051e-02, 9.5921e-03,\n", - " -1.6981e-02, 3.1682e-02, 2.8610e-02, 1.5337e-02, 4.5887e-02,\n", - " -1.3737e-04, 1.2221e-03, -8.3537e-03, -4.8283e-02, -1.9444e-01,\n", - " -2.3850e-02, -6.2178e-02, 9.2102e-03, 6.3367e-03, -6.8293e-02,\n", - " 4.9244e-02, 7.7634e-02, -3.3945e-02, 7.5358e-02, -4.1768e-02,\n", - " 4.5400e-02, 1.1655e-02, -1.6729e-02, -8.2014e-02, 7.5095e-03,\n", - " 4.5737e-02, -3.4631e-02, 3.9533e-03, 1.3851e-01, -2.7495e-02,\n", - " -2.4567e-02, 1.1523e-02, 2.6976e-02, 3.7285e-02, 1.7710e-02,\n", - " 1.6403e-02, 1.8938e-02, -1.3407e-02, -7.0548e-02, -4.4319e-02,\n", - " -4.4040e-04, 4.2967e-02, 4.2046e-02, -1.0558e-02, 9.5267e-03,\n", - " 2.4719e-02, 3.0548e-02, 1.1741e-02, 4.4902e-02, -4.9995e-02,\n", - " 7.4307e-02, -2.3981e-02, -3.2558e-02, 7.5939e-03, -1.3231e-01,\n", - " 5.1756e-02, -2.5645e-02, -8.5549e-03, -9.8649e-03, -9.0161e-03,\n", - " -9.6385e-03, 2.8746e-02, 6.9892e-02, 1.6016e-02, 1.9006e-02,\n", - " -3.0834e-02, 4.5557e-02, -2.1292e-02, -5.4202e-03, 5.2464e-02,\n", - " -1.0332e-01, 4.7315e-03, 3.8879e-02, 3.2759e-02, -3.2313e-02,\n", - " -1.4109e-02, -5.5111e-02, 6.0533e-02, 4.7259e-02, 5.5814e-03,\n", - " 3.9117e-02, 1.3502e-02, 2.3572e-02, 4.5673e-03, -2.6415e-02,\n", - " 4.1291e-02, -3.4911e-02, -1.2235e-02, 2.2705e-02, 3.9668e-03,\n", - " 8.5344e-02, -5.4015e-02, -1.8445e-02, -5.9808e-03, -4.4498e-02,\n", - " 2.8162e-02, -4.6430e-02, 1.2084e-01, 8.2019e-02, -1.0172e-02,\n", - " 5.5912e-02, 5.7861e-02, -3.2891e-02, 1.8465e-02, 7.8741e-02,\n", - " 8.1746e-04, 4.8762e-02, -2.5266e-02, 1.2134e-01, -2.2666e-02,\n", - " 7.8362e-02, -1.7094e-02, 2.1807e-02, 1.9508e-02, 3.1702e-02,\n", - " -1.1286e-02, -5.8046e-02, -9.3744e-03, 3.2774e-03, 2.1753e-02,\n", - " 1.5056e-02, -5.7252e-03, -3.5530e-02, 8.1473e-02, 4.2537e-02,\n", - " 7.5900e-02, -4.5553e-03, 4.9923e-02, 2.7071e-02, 7.1082e-02,\n", - " -1.0349e-01, 1.0553e-02, 6.2829e-02, 6.0634e-02, 2.9276e-02,\n", - " -1.0228e-02, -1.3019e-02, 8.9530e-03, 1.3609e-01, -3.3717e-02,\n", - " -8.4170e-03, -4.2846e-02, -7.5907e-02, 1.1992e-01, -4.2889e-02,\n", - " 4.4026e-02, 4.4603e-03, -3.8288e-02, 4.5941e-02, -9.6356e-02,\n", - " 1.0570e-01, -6.5082e-02, -5.4430e-02, 8.2290e-02, -2.7539e-02,\n", - " -9.3861e-03, 4.8888e-02, -3.4825e-02, -1.6014e-02, -7.3061e-02,\n", - " -5.8041e-02, -4.7359e-02, 1.1347e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8734, 0.8576, 0.8339, 0.8450, 0.8105, 0.8531, 0.8360, 0.8804, 0.8781,\n", - " 0.8673, 0.8318, 0.7791, 0.8116, 0.8119, 0.8718, 0.8530, 0.8336, 0.8574,\n", - " 0.8762, 0.8111, 0.8415, 0.8138, 0.8687, 0.8536, 0.8245, 0.8162, 0.7909,\n", - " 0.8425, 0.7614, 0.8732, 0.8788, 0.8081, 0.8205, 0.8595, 0.8838, 0.8598,\n", - " 0.8536, 0.8254, 0.8366, 0.7514, 0.8698, 0.8548, 0.8820, 0.8344, 0.8857,\n", - " 0.8228, 0.8396, 0.8914, 0.8827, 0.8648, 0.8348, 0.8616, 0.8348, 0.7262,\n", - " 0.8281, 0.8028, 0.8596, 0.7528, 0.8832, 0.8079, 0.8668, 0.8262, 0.7047,\n", - " 0.8039, 0.8808, 0.8488, 0.8683, 0.8556, 0.8226, 0.8580, 0.8355, 0.8741,\n", - " 0.8634, 0.8239, 0.8757, 0.7671, 0.8430, 0.7414, 0.8246, 0.8100, 0.8634,\n", - " 0.8830, 0.8643, 0.8378, 0.7934, 0.8102, 0.8064, 0.8569, 0.8642, 0.8432,\n", - " 0.8245, 0.8596, 0.5801, 0.8289, 0.8234, 0.8442, 0.7495, 0.8138, 0.8548,\n", - " 0.8866, 0.8886, 0.8831, 0.8839, 0.8179, 0.8242, 0.7138, 0.8668, 0.8738,\n", - " 0.8561, 0.8178, 0.8534, 0.8477, 0.8163, 0.8500, 0.8668, 0.8569, 0.8224,\n", - " 0.8968, 0.8754, 0.8216, 0.8436, 0.7173, 0.8325, 0.8482, 0.7743, 0.7979,\n", - " 0.8257, 0.8312, 0.8542, 0.8068, 0.8829, 0.8425, 0.7501, 0.8222, 0.8634,\n", - " 0.8784, 0.8347, 0.8316, 0.8500, 0.7241, 0.8704, 0.8608, 0.8828, 0.8800,\n", - " 0.8475, 0.6035, 0.8818, 0.8486, 0.8478, 0.7611, 0.8568, 0.8320, 0.7629,\n", - " 0.8641, 0.8726, 0.8247, 0.8605, 0.7897, 0.8553, 0.7671, 0.8595, 0.8828,\n", - " 0.8387, 0.8700, 0.8407, 0.8633, 0.8552, 0.7928, 0.5874, 0.8791, 0.8836,\n", - " 0.8492, 0.8013, 0.7951, 0.8762, 0.7216, 0.8453, 0.8369, 0.8337, 0.8327,\n", - " 0.8471, 0.8942, 0.8613, 0.8602, 0.8738, 0.8452, 0.8606, 0.8428, 0.8678,\n", - " 0.8481, 0.8737, 0.8287, 0.8319, 0.8523, 0.8374, 0.8448, 0.8765, 0.8055,\n", - " 0.8235, 0.8195, 0.8551, 0.8409, 0.7130, 0.8173, 0.8576, 0.8078, 0.8684,\n", - " 0.8268, 0.8603, 0.8287, 0.8431, 0.8518, 0.8490, 0.8255, 0.8466, 0.7696,\n", - " 0.7390, 0.8802, 0.7581, 0.8102, 0.8550, 0.8585, 0.8543, 0.8149, 0.8533,\n", - " 0.6694, 0.8316, 0.8116, 0.8549, 0.8527, 0.8419, 0.8721, 0.8282, 0.8831,\n", - " 0.8744, 0.8505, 0.8214, 0.8086, 0.8781, 0.7916, 0.8524, 0.8861, 0.8635,\n", - " 0.8352, 0.8579, 0.7715, 0.7911, 0.8321, 0.8171, 0.6700, 0.8198, 0.8431,\n", - " 0.8488, 0.8749, 0.8793, 0.8365, 0.8098, 0.8422, 0.8285, 0.8624, 0.8755,\n", - " 0.8568, 0.8661, 0.8732, 0.7917, 0.8107, 0.8812, 0.8408, 0.8571, 0.8828,\n", - " 0.8685, 0.8684, 0.8504, 0.8722, 0.9007, 0.8701, 0.8054, 0.8669, 0.8274,\n", - " 0.8545, 0.8034, 0.8607, 0.8824, 0.7499, 0.8631, 0.8657, 0.8434, 0.8618,\n", - " 0.8228, 0.8947, 0.8136, 0.7380, 0.8395, 0.8458, 0.8269, 0.8054, 0.7550,\n", - " 0.7901, 0.8525, 0.8773, 0.8834, 0.8585, 0.8617, 0.8814, 0.8076, 0.8558,\n", - " 0.7850, 0.8781, 0.6148, 0.8722, 0.8591, 0.7351, 0.8280, 0.8473, 0.8819,\n", - " 0.8672, 0.8742, 0.8716, 0.8414, 0.7193, 0.8518, 0.8273, 0.8096, 0.8381,\n", - " 0.8805, 0.8827, 0.8333, 0.8622, 0.8737, 0.8362, 0.8164, 0.7726, 0.8727,\n", - " 0.8462, 0.8663, 0.8435, 0.8238, 0.8678, 0.8656, 0.8517, 0.8099, 0.9165,\n", - " 0.8440, 0.8802, 0.8240, 0.7383, 0.8719, 0.8327, 0.8388, 0.8236, 0.8566,\n", - " 0.8728, 0.8722, 0.7585, 0.8690, 0.8710, 0.8547, 0.8298, 0.8225, 0.8295,\n", - " 0.8641, 0.8390, 0.8330, 0.8174, 0.8615, 0.8602, 0.8062, 0.8712, 0.8588,\n", - " 0.8208, 0.8536, 0.8642, 0.8728, 0.8518, 0.8608, 0.8787, 0.8816, 0.8606,\n", - " 0.8347, 0.8750, 0.8450, 0.3605, 0.8673, 0.8308, 0.8426, 0.8719, 0.8369,\n", - " 0.8728, 0.8719, 0.8468, 0.8075, 0.8471, 0.8247, 0.8317, 0.8740, 0.8947,\n", - " 0.8489, 0.7952, 0.8490, 0.8733, 0.8535, 0.7988, 0.8392, 0.8731, 0.8046,\n", - " 0.8275, 0.8720, 0.8360, 0.8292, 0.8803, 0.8350, 0.8392, 0.8758, 0.8782,\n", - " 0.8547, 0.8273, 0.8488, 0.8589, 0.8805, 0.7365, 0.8435, 0.7380, 0.8851,\n", - " 0.8228, 0.8123, 0.8357, 0.8537, 0.8055, 0.8680, 0.7888, 0.8794, 0.7968,\n", - " 0.8567, 0.8146, 0.8700, 0.8776, 0.8188, 0.8404, 0.8671, 0.8441, 0.8313,\n", - " 0.8753, 0.8180, 0.7558, 0.8630, 0.8298, 0.8576, 0.8165, 0.8508, 0.7944,\n", - " 0.8691, 0.8801, 0.8437, 0.8294, 0.8895, 0.8942, 0.8803, 0.8706, 0.8312,\n", - " 0.8419, 0.8357, 0.7475, 0.8898, 0.8482, 0.8487, 0.8293, 0.8089, 0.8071,\n", - " 0.8483, 0.8517, 0.8547, 0.8130, 0.8505, 0.8551, 0.8415, 0.8540, 0.8348,\n", - " 0.8571, 0.8214, 0.8359, 0.8765, 0.8534, 0.7263, 0.8557, 0.8272, 0.8522,\n", - " 0.8439, 0.8572, 0.8106, 0.8487, 0.8577, 0.8643, 0.8201, 0.8711, 0.8847,\n", - " 0.8578, 0.7513, 0.8307, 0.8592, 0.8167, 0.8239, 0.8572, 0.8526, 0.8087,\n", - " 0.8349, 0.8988, 0.8229, 0.8677, 0.8598, 0.8774, 0.8197, 0.8224, 0.8468,\n", - " 0.8826, 0.8484, 0.7918, 0.8607, 0.7570, 0.8154, 0.8399, 0.8737, 0.7687,\n", - " 0.8784, 0.8292, 0.8466, 0.8754, 0.8617, 0.8816, 0.8652, 0.7685, 0.8105,\n", - " 0.8219, 0.8993, 0.8539, 0.8825, 0.8512, 0.8600, 0.8564, 0.8301, 0.9394,\n", - " 0.8273, 0.7551, 0.8684, 0.8312, 0.8594, 0.7474, 0.8507, 0.8460, 0.8039,\n", - " 0.8309, 0.8790, 0.8030, 0.8403, 0.8621, 0.8767, 0.8593, 0.8550, 0.8069,\n", - " 0.8467, 0.8672, 0.8607, 0.8382, 0.8582, 0.8738, 0.8056, 0.8437, 0.8181,\n", - " 0.8746, 0.8595, 0.8754, 0.8415, 0.8970, 0.8579, 0.7842, 0.8468, 0.8540,\n", - " 0.8901, 0.7507, 0.8716, 0.8732, 0.8113, 0.8806, 0.8623, 0.8554, 0.8578,\n", - " 0.8705, 0.7605, 0.8879, 0.8346, 0.8858, 0.8802, 0.8706, 0.8765, 0.8564,\n", - " 0.7904, 0.8331, 0.8464, 0.8705, 0.8748, 0.8686, 0.8722, 0.9041, 0.8782,\n", - " 0.8458, 0.8678, 0.8056, 0.8723, 0.7992, 0.8448, 0.8561, 0.8935, 0.7870,\n", - " 0.8690, 0.8135, 0.7899, 0.8627, 0.8264, 0.8856, 0.8647, 0.8282, 0.7822,\n", - " 0.8601, 0.8762, 0.8675, 0.8515, 0.8428, 0.8436, 0.8447, 0.8702, 0.8807,\n", - " 0.8391, 0.7647, 0.8323, 0.8204, 0.8700, 0.8275, 0.8655, 0.8883, 0.8170,\n", - " 0.8487, 0.8374, 0.8063, 0.8738, 0.8181, 0.8799, 0.8419, 0.8423, 0.8822,\n", - " 0.8550, 0.8064, 0.8906, 0.8450, 0.8298, 0.8212, 0.7523, 0.8028, 0.7714,\n", - " 0.8672, 0.8640, 0.8485, 0.8725, 0.9034, 0.8567, 0.8755, 0.8681, 0.8208,\n", - " 0.8643, 0.8425, 0.8491, 0.8429, 0.7304, 0.8777, 0.8486, 0.8192, 0.8737,\n", - " 0.8651, 0.8164, 0.8204, 0.8622, 0.8492, 0.8875, 0.8778, 0.8220, 0.8664,\n", - " 0.8709, 0.8530, 0.7975, 0.8956, 0.8540, 0.8792, 0.8446, 0.8926, 0.8378,\n", - " 0.8757, 0.8462, 0.8488, 0.8330, 0.7999, 0.8486, 0.7237, 0.8816, 0.8567,\n", - " 0.8454, 0.8732, 0.8711, 0.8406, 0.7889, 0.8177, 0.8738, 0.8788, 0.7708,\n", - " 0.8543, 0.7746, 0.8650, 0.8549, 0.8636, 0.8492, 0.8459, 0.8870, 0.8353,\n", - " 0.8070, 0.8648, 0.8867, 0.8493, 0.8528, 0.8633, 0.8440, 0.8369, 0.8392,\n", - " 0.8508, 0.8595, 0.8613, 0.8635, 0.9353, 0.7436, 0.8409, 0.8635, 0.8224,\n", - " 0.9011, 0.7929, 0.8672, 0.8570, 0.8690, 0.8446, 0.8287, 0.8440, 0.8363,\n", - " 0.8587, 0.8551, 0.8699, 0.8736, 0.8678, 0.8276, 0.8389, 0.8419, 0.8168,\n", - " 0.7627, 0.8627, 0.8457, 0.7721, 0.8526, 0.8262, 0.8438, 0.8070, 0.8577,\n", - " 0.8145, 0.8585, 0.8922], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.3389e-02, -7.8146e-02, -1.5187e-02, 4.9364e-02, -1.2378e-01,\n", - " 6.0740e-03, -1.2157e-01, -7.4334e-02, -3.0699e-02, 1.6624e-02,\n", - " -5.8367e-03, -1.1752e-01, -1.5165e-02, -7.0424e-02, -3.3998e-02,\n", - " -5.6228e-02, -1.6126e-02, -2.0358e-02, -7.2704e-03, -1.6620e-01,\n", - " -1.3491e-01, 6.6764e-02, -1.0481e-01, -1.1139e-01, -2.6124e-02,\n", - " -1.3638e-01, -7.3595e-02, 5.6893e-02, 6.0646e-02, -4.0648e-02,\n", - " -3.5358e-02, -4.8420e-02, -1.3162e-01, 7.3317e-02, -8.2899e-02,\n", - " -2.3175e-02, -7.4828e-03, -1.0762e-01, -1.0366e-01, 1.3693e-01,\n", - " -1.7036e-02, 6.8883e-02, -3.5772e-02, -7.7894e-02, -4.1511e-02,\n", - " 1.8290e-02, -2.2340e-02, -2.9749e-03, -6.3658e-02, 3.0437e-02,\n", - " 6.8869e-02, -1.0680e-02, -1.5772e-01, 8.8168e-02, -5.6098e-02,\n", - " -1.4416e-02, -6.4163e-02, 7.7662e-02, -5.5220e-02, 1.2235e-02,\n", - " -2.6175e-03, -3.4382e-02, 3.1276e-02, 2.1240e-02, -5.9531e-02,\n", - " -7.4883e-02, -4.5573e-02, -1.6078e-02, -5.0804e-02, 2.9503e-02,\n", - " 9.7377e-02, -7.9298e-02, -6.5855e-03, -9.1787e-03, -9.8382e-02,\n", - " 2.7689e-03, -3.0664e-02, -6.9915e-02, -4.7407e-02, -5.4694e-02,\n", - " -1.8888e-02, -5.6422e-02, -4.2600e-02, -1.0609e-01, -3.8892e-02,\n", - " -8.8358e-03, 1.8340e-02, -8.6309e-02, -4.1792e-02, -6.5735e-02,\n", - " -2.5563e-02, 3.6305e-02, -2.4891e-01, -5.9377e-03, -6.6000e-02,\n", - " -1.0371e-02, -6.7276e-02, 2.4307e-02, -6.6734e-04, -1.9480e-02,\n", - " -7.0743e-02, -6.1685e-02, -5.5626e-02, 2.7738e-02, -3.3221e-02,\n", - " 5.6605e-02, 1.3881e-02, -1.7326e-02, -1.4431e-02, -6.0722e-02,\n", - " -1.1407e-02, -4.4173e-02, 6.1159e-02, 4.5665e-02, 1.2866e-02,\n", - " -4.4355e-02, -5.2593e-02, -3.4782e-02, 2.0621e-02, -1.0367e-01,\n", - " 7.0776e-03, 9.5551e-02, -9.4746e-03, -5.6597e-02, -6.0970e-02,\n", - " 1.4990e-02, 2.9833e-03, -6.8834e-02, -4.8858e-02, -1.7527e-03,\n", - " -5.9037e-02, -5.8561e-02, 2.0240e-02, 2.2794e-02, -4.0826e-02,\n", - " 3.4098e-02, -1.3788e-02, -5.6783e-02, 6.1967e-02, 3.4751e-02,\n", - " 2.8043e-03, -5.2202e-02, -4.0935e-02, 1.5505e-02, -7.9349e-02,\n", - " 1.4866e-01, -2.6388e-02, -2.7213e-02, -1.9504e-03, -1.5980e-01,\n", - " -2.3273e-02, -9.7225e-02, 7.0782e-02, -3.6405e-02, -6.3262e-02,\n", - " -4.0503e-02, -8.6672e-02, -1.3646e-01, -6.8186e-02, 1.1799e-03,\n", - " -4.1899e-02, -5.9378e-03, 2.0544e-03, -7.4270e-02, -2.6864e-03,\n", - " -1.0329e-01, -7.2054e-02, 2.0726e-02, 2.1014e-01, 3.9982e-03,\n", - " -1.4780e-02, -5.3805e-02, -2.4979e-02, -1.8158e-01, -5.8935e-02,\n", - " -1.1693e-01, -5.4971e-02, -7.1667e-02, -4.4731e-02, -7.2157e-02,\n", - " -6.6749e-03, -6.8350e-02, -4.3546e-03, -1.1431e-01, -6.9510e-02,\n", - " 3.9778e-04, -1.2192e-01, -8.2835e-02, -1.1100e-01, -1.6360e-02,\n", - " -9.4720e-04, 3.8822e-02, -1.2937e-01, -6.6568e-03, -6.6026e-02,\n", - " -7.0611e-02, -6.8347e-03, -1.0215e-01, -1.9692e-02, -2.5393e-03,\n", - " 6.0752e-02, -5.2329e-02, -3.9446e-02, -7.2990e-02, 2.7267e-02,\n", - " -8.5641e-02, -6.6854e-02, -2.9856e-02, -6.5221e-02, -9.1596e-03,\n", - " -1.3267e-02, 1.5497e-02, -6.9401e-02, -6.9913e-02, -7.4434e-02,\n", - " 1.7725e-03, -1.7745e-03, -6.9813e-03, -5.9603e-02, 2.1686e-02,\n", - " -1.9219e-02, -7.9854e-02, -2.6831e-02, -4.5006e-02, -1.3388e-02,\n", - " -1.3883e-01, -8.1510e-02, -1.5737e-02, -9.3582e-02, -3.8798e-02,\n", - " -6.8676e-02, 4.2852e-03, -4.9037e-02, -1.9421e-02, -3.7804e-02,\n", - " -5.6773e-02, -1.3499e-03, -4.2134e-02, -3.6636e-02, 6.0326e-02,\n", - " -1.5341e-02, -4.4215e-02, -1.5338e-02, -3.7700e-02, -5.2998e-02,\n", - " -3.6929e-02, 5.8952e-02, -6.1345e-02, 6.3217e-02, 1.2824e-01,\n", - " -5.7496e-02, -1.0341e-01, 1.3045e-02, 1.6130e-03, -1.8820e-02,\n", - " 1.5957e-02, 2.8315e-02, -1.8158e-02, -4.7931e-02, -1.9802e-02,\n", - " -5.7894e-02, -8.0922e-05, -7.7679e-02, -3.5235e-02, -4.0412e-02,\n", - " -1.9361e-02, -4.6835e-02, -4.6512e-02, -6.8251e-02, -4.6205e-02,\n", - " -5.5512e-02, -2.5611e-02, -1.8497e-02, -8.9520e-03, -1.0955e-02,\n", - " -8.6391e-02, 1.4369e-02, 3.5184e-02, 2.3531e-02, 3.9976e-02,\n", - " -8.6150e-02, -4.7442e-02, -6.5717e-02, -4.5177e-03, 3.2740e-02,\n", - " -3.4984e-02, -1.0084e-01, -1.2032e-01, -1.1682e-01, -2.1366e-02,\n", - " -7.6990e-02, 4.7236e-03, 4.8647e-02, -1.4448e-02, -1.0190e-01,\n", - " -2.9733e-03, -5.3484e-03, -1.5534e-01, -3.5705e-02, -1.6074e-02,\n", - " -6.0217e-02, -6.2829e-02, 2.0860e-02, -7.0266e-02, -1.8365e-01,\n", - " -3.2847e-02, 4.1919e-02, 3.6536e-03, 1.9984e-01, -2.4901e-02,\n", - " -2.6132e-02, -1.3084e-02, -2.7110e-02, -1.2457e-02, -3.4530e-02,\n", - " -5.1074e-02, -4.1576e-02, -8.0736e-02, 1.5545e-03, -8.4422e-02,\n", - " 1.0751e-02, -4.9245e-02, -1.0267e-01, 5.0836e-02, -3.8489e-02,\n", - " -8.1442e-02, 9.1681e-03, -1.2690e-02, -3.3956e-02, -4.6015e-02,\n", - " -3.7160e-04, -3.5768e-02, -3.3626e-02, -1.4296e-01, -3.5499e-02,\n", - " -4.6868e-02, 1.5818e-02, 1.6118e-02, -1.9163e-02, -6.2607e-02,\n", - " -3.4633e-02, -9.3520e-02, -5.8366e-02, -9.5625e-03, -1.4373e-02,\n", - " -1.0020e-01, -2.6668e-02, 3.8042e-02, 1.1182e-02, 6.6775e-02,\n", - " 1.5655e-02, -8.3421e-02, -3.3893e-02, -8.7381e-02, -5.5014e-02,\n", - " 2.1675e-02, -5.6819e-02, -2.1904e-02, 2.8515e-03, -4.0254e-02,\n", - " -5.5728e-02, -1.0380e-02, -2.1046e-02, -6.8186e-02, -2.7555e-02,\n", - " 1.3325e-02, -7.1420e-03, -6.7668e-02, 1.4636e-02, -2.7310e-02,\n", - " 3.2478e-03, -2.5547e-02, -5.9412e-02, -5.6467e-03, -2.8307e-03,\n", - " -4.8422e-02, -5.3293e-02, -3.8171e-02, -5.0816e-03, -5.9606e-02,\n", - " -6.0855e-03, -8.2992e-02, -6.6941e-02, 7.3319e-02, -2.8197e-02,\n", - " -1.9646e-02, 5.9431e-02, -8.1417e-02, -1.6284e-02, 4.2489e-02,\n", - " -3.6173e-02, -2.4816e-02, -9.6639e-02, -4.8997e-02, -1.0687e-01,\n", - " -2.9436e-02, 3.6763e-02, 2.0614e-02, -3.9979e-02, -1.5004e-02,\n", - " -2.0843e-02, 9.1558e-03, -2.8928e-02, 1.5468e-03, 2.4292e-02,\n", - " 6.7384e-02, -6.4620e-02, -3.1724e-02, -1.0226e-01, -1.8684e-02,\n", - " 7.1946e-03, -1.5016e-03, -6.9163e-02, -7.4972e-02, 7.4641e-03,\n", - " -4.3573e-02, -2.0955e-02, -3.7240e-02, -2.1079e-02, -1.0696e-02,\n", - " -2.1610e-02, 9.7171e-02, -3.5860e-02, 1.3765e-02, 3.6449e-02,\n", - " -7.2422e-02, -6.9233e-02, 1.6382e-02, 3.3740e-02, -9.6832e-02,\n", - " -3.5169e-02, 3.3455e-02, 4.9352e-02, -7.8822e-02, -1.8390e-02,\n", - " -9.9369e-02, 4.6666e-02, -2.9288e-02, 2.9514e-02, 6.7404e-02,\n", - " -5.3127e-02, -2.0199e-02, -4.8822e-02, -1.1905e-02, -2.0793e-02,\n", - " -4.4032e-02, 3.7631e-02, -7.1869e-02, 1.6356e-02, 7.5818e-02,\n", - " -3.8039e-02, -4.6504e-02, -1.1369e-01, 4.5828e-02, -7.7209e-02,\n", - " -2.1428e-02, -4.6945e-02, -4.7267e-02, -1.1646e-02, 3.1022e-03,\n", - " -4.1817e-02, 4.6169e-02, -7.5780e-03, -1.0546e-01, -1.0937e-01,\n", - " 1.2313e-02, 6.8734e-03, -6.5777e-02, -5.2056e-02, -3.2560e-02,\n", - " -6.7540e-02, 5.0446e-02, -2.2973e-02, 8.6055e-03, 1.2027e-02,\n", - " -1.0720e-02, 1.0086e-02, -4.7658e-02, 2.8386e-02, 2.6805e-03,\n", - " -4.0492e-02, -9.3397e-02, 5.5646e-03, -2.8198e-02, -4.3778e-02,\n", - " -3.8326e-02, -8.2925e-02, -1.0266e-01, 6.5590e-02, -1.1023e-02,\n", - " -3.3891e-02, -2.9244e-02, -8.5633e-02, -2.1987e-02, 1.3638e-02,\n", - " -2.1108e-03, 2.5683e-02, -2.3884e-02, -2.4206e-02, -9.3167e-02,\n", - " -3.9056e-02, -3.0997e-02, -2.7000e-02, -4.1342e-02, -2.4418e-03,\n", - " -1.9869e-02, 2.4832e-02, -3.3164e-02, -5.3940e-03, -4.2046e-02,\n", - " 1.1206e-03, 3.6158e-03, -5.1351e-02, -3.2362e-02, 1.4758e-02,\n", - " -1.4113e-01, 6.5002e-03, -3.6541e-04, 9.6244e-02, -2.8551e-02,\n", - " 3.2290e-02, -1.0132e-01, -6.0553e-02, 4.0784e-02, 3.9915e-02,\n", - " -2.0422e-02, -5.2777e-02, -2.5171e-02, -5.0408e-02, -5.2359e-02,\n", - " 2.1583e-03, -2.5917e-02, -4.1552e-02, -1.9812e-02, -4.3275e-02,\n", - " -7.5803e-03, -1.5576e-02, -3.6924e-02, -4.9288e-02, 3.7408e-02,\n", - " -4.2564e-02, 2.0741e-02, 3.2045e-02, -6.0468e-02, 1.8512e-02,\n", - " 1.1670e-01, 4.0734e-02, -6.1621e-03, -1.1069e-01, -6.1495e-02,\n", - " 3.6341e-03, 1.8534e-03, -1.1933e-01, -6.4872e-02, -8.3034e-02,\n", - " 8.2541e-03, -5.3457e-02, -4.1378e-02, -9.4842e-02, -1.0008e-02,\n", - " 1.9293e-02, 3.8264e-02, 2.3504e-02, -4.0267e-02, 1.3512e-02,\n", - " -3.9800e-02, -6.9009e-02, 9.3100e-04, -3.2082e-02, -2.5436e-02,\n", - " -2.8157e-02, -4.9130e-02, -4.4959e-02, -6.3754e-02, 1.4592e-02,\n", - " -3.0599e-02, 7.5835e-03, 2.3284e-02, -8.3963e-02, -4.6972e-02,\n", - " 3.2426e-02, -1.7388e-02, -1.1735e-01, -2.2062e-02, -3.4144e-02,\n", - " -3.9244e-02, -2.1533e-01, -5.0096e-02, -3.2821e-02, -2.8900e-02,\n", - " -3.6343e-02, -2.5096e-02, -6.6319e-02, -2.6967e-02, -1.1719e-01,\n", - " -5.2741e-02, -1.7221e-02, -2.7350e-02, -7.3665e-02, -4.0295e-02,\n", - " -3.6311e-02, -5.9804e-02, 3.4381e-02, -7.2795e-02, -5.0776e-02,\n", - " -8.6686e-02, -6.0666e-02, -1.0334e-01, -5.7042e-02, -6.3789e-03,\n", - " -2.8310e-02, 2.2057e-02, -1.6535e-02, -3.3240e-02, 1.3140e-03,\n", - " -3.9462e-02, -7.9280e-03, -4.1924e-02, -5.5034e-02, -4.0113e-02,\n", - " -6.3852e-02, 9.2630e-03, -7.1945e-02, -3.8760e-02, 1.5426e-03,\n", - " -1.0209e-01, -1.3323e-01, -2.8256e-04, -7.4132e-02, -6.3771e-02,\n", - " -1.1038e-01, -1.2273e-01, -5.4604e-02, -1.1331e-01, -5.5965e-02,\n", - " -6.4289e-02, -3.5484e-02, -5.9163e-02, -6.3143e-02, -1.2768e-01,\n", - " 3.7007e-02, -7.2868e-02, -8.5610e-02, -5.1656e-02, -2.5092e-02,\n", - " 4.3444e-03, -1.0650e-01, -1.7487e-05, 2.3188e-03, -5.3462e-02,\n", - " -4.3180e-02, -1.0908e-01, -6.1682e-02, -8.3333e-02, 3.0812e-02,\n", - " 1.4865e-02, -6.5305e-02, -4.4262e-02, -9.1709e-03, -4.7452e-02,\n", - " -5.1129e-02, -1.8441e-02, -9.9431e-02, 2.1768e-02, -5.7378e-02,\n", - " -3.6988e-03, -8.1026e-02, -4.6133e-02, -4.3225e-02, -6.6684e-02,\n", - " -4.4929e-02, -3.5117e-02, -1.7134e-02, 5.4438e-03, -7.2704e-02,\n", - " 2.3910e-03, -1.3980e-01, -9.5047e-02, -1.4298e-01, 8.5582e-03,\n", - " -5.0644e-02, -5.3642e-03, -1.4267e-01, 2.0882e-02, 3.3397e-03,\n", - " 1.0026e-02, -8.9137e-02, -3.8250e-03, 2.3568e-03, -3.2304e-02,\n", - " -1.1396e-02, -6.4761e-02, -6.9213e-02, -5.1959e-02, 5.0066e-03,\n", - " -8.3821e-02, 3.9198e-02, 2.6591e-03, -4.3446e-02, 5.2734e-03,\n", - " -9.7001e-02, -1.5794e-02, 2.4573e-02, -3.7396e-02, -6.0982e-02,\n", - " -3.9690e-02, -6.3329e-02, -7.2375e-02, -7.3357e-02, -8.3798e-02,\n", - " 4.2441e-02, -9.7175e-02, -7.7547e-02, -7.5867e-02, -1.8860e-02,\n", - " -6.8656e-02, -4.1121e-02, -9.1098e-02, -6.1413e-02, -1.5547e-02,\n", - " 9.2422e-03, 3.2711e-02, -4.3279e-02, -6.8365e-03, -8.3996e-02,\n", - " -3.7471e-02, -2.2081e-02, -2.4063e-02, 2.4204e-02, -6.5547e-02,\n", - " 1.1489e-02, -8.7257e-02, -9.9992e-02, -8.0922e-02, -1.5973e-01,\n", - " -3.0028e-02, -7.3147e-02, -3.5221e-02, -2.1385e-02, -2.1494e-02,\n", - " -6.6256e-02, -3.1535e-02, -8.3642e-02, -3.9154e-04, -3.1387e-02,\n", - " -1.2461e-01, 5.4499e-03, -1.7747e-02, -5.6391e-02, -5.1230e-02,\n", - " -3.1023e-02, 3.8210e-02, 1.3864e-02, -8.0407e-02, 1.9638e-02,\n", - " -5.8945e-03, 9.6688e-02, -1.0094e-01, 6.3423e-03, -5.5802e-02,\n", - " -4.6828e-02, -9.2735e-02, -6.5636e-02, 7.1172e-02, -2.6342e-02,\n", - " -3.1114e-02, -4.2639e-02, -5.2348e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.5912e-03, -1.6424e-02, -4.3911e-02, 1.0857e-02, 2.9259e-02,\n", - " 3.8224e-02, 3.7853e-02, 1.2556e-01, -4.2730e-03, 4.3932e-02,\n", - " 1.0714e-01, -4.1194e-03, -2.5250e-02, -2.7103e-02, 1.0655e-01,\n", - " -3.3573e-01, 2.1987e-02, 2.9880e-01, 3.6259e-02, 1.1891e-01,\n", - " -7.3538e-03, -6.6152e-02, -6.1535e-02, 2.1165e-02, 6.9675e-02,\n", - " 2.2989e-02, -4.1221e-02, -3.9515e-02, 1.8843e-02, -5.0870e-03,\n", - " -3.7897e-02, 3.7795e-02, -5.5170e-04, -1.1252e-01, -3.8633e-02,\n", - " 3.0811e-02, 2.6094e-02, 7.7577e-03, -6.9640e-03, 6.2661e-02,\n", - " 3.7838e-02, 2.8637e-03, 3.9635e-03, 4.4207e-02, 2.0721e-01,\n", - " 1.7665e-02, 4.7966e-02, 2.8487e-02, -4.4289e-02, 5.4586e-02,\n", - " 2.2122e-02, -3.4621e-02, -8.0288e-03, 5.7201e-02, -3.7114e-02,\n", - " -4.8322e-02, 8.9633e-02, -4.8085e-02, -3.8415e-01, 1.0417e-01,\n", - " -3.8908e-02, 6.0704e-03, 3.0815e-03, -3.9554e-01, 5.2970e-02,\n", - " -3.6529e-02, 2.0717e-01, 4.6412e-01, 2.9401e-02, -1.9354e-02,\n", - " 1.2639e-01, 1.9137e-01, 1.7624e-01, 5.5404e-02, -1.0558e-01,\n", - " -1.3806e-01, -6.7642e-02, 4.4110e-01, -2.6764e-02, -7.8571e-02,\n", - " 2.5340e-02, -4.5858e-01, 2.4244e-01, -4.4159e-01, 2.4201e-02,\n", - " 1.4278e-01, -9.1706e-02, 4.7947e-03, 3.2997e-01, 1.5395e-01,\n", - " 1.0240e-01, -5.3729e-01, 5.5615e-02, -1.0642e-01, -1.5436e-01,\n", - " 2.2473e-01, 8.9007e-02, -6.4563e-02, -3.1301e-02, 2.2661e-01,\n", - " -8.2042e-02, -2.8620e-02, 2.2845e-01, 2.6992e-01, -1.7095e-01,\n", - " 2.5565e-01, 1.0316e-01, -3.7198e-01, 9.4925e-02, 1.9886e-01,\n", - " 6.9268e-01, 1.6971e-01, 5.2384e-02, 6.4958e-02, 1.9701e-01,\n", - " -1.0830e-01, 4.3476e-02, -3.2698e-03, 1.4501e-01, 1.9784e-01,\n", - " -7.6028e-02, 1.0071e-01, -2.1429e-02, 2.1830e-01, 2.1558e-01,\n", - " 1.6437e-01, 1.5758e-01, -1.0904e-01, -1.0095e-01, 2.7656e-02,\n", - " 9.1177e-02, -1.4425e-01, -1.8117e-01, -5.8829e-02, 7.6222e-02,\n", - " -6.3339e-03, -1.9012e-01, 4.8123e-02, -5.9014e-02, 5.3354e-02,\n", - " -6.5942e-02, 2.1280e-01, 1.1882e-01, -1.5492e-01, 1.3237e-01,\n", - " -2.7951e-02, 5.1356e-02, -7.1558e-02, -1.7209e-02, 8.2524e-03,\n", - " 2.0905e-01, 1.5437e-01, 1.3035e-01, -4.2647e-02, -3.4494e-02,\n", - " 4.1742e-02, -1.3027e-01, 1.2299e-01, 1.8786e-02, 1.0155e-01,\n", - " 1.3283e-01, 1.0329e-01, 4.6564e-03, 8.3927e-02, -1.3115e-01,\n", - " 5.5158e-02, 9.9577e-02, -3.2615e-02, -1.2484e-01, 6.3874e-02,\n", - " -7.8139e-02, 1.0337e-01, -2.9284e-02, -5.6458e-02, -4.6135e-03,\n", - " 8.9974e-02, -3.5451e-02, 3.7848e-02, 9.0604e-02, 2.1019e-03,\n", - " -5.3705e-02, -1.3505e-02, -4.5258e-02, -3.7951e-02, -1.5813e-02,\n", - " 8.9630e-02, 1.2442e-01, 3.1157e-02, 1.0692e-01, 8.2162e-04,\n", - " 3.6511e-02, -2.4814e-03, 7.5802e-03, 4.3852e-02, 5.6886e-02,\n", - " 2.1101e-02, -2.7057e-01, -2.1921e-01, -3.0648e-02, -1.3477e-01,\n", - " 2.0448e-02, 2.2399e-03, 3.9702e-02, 2.7033e-02, -4.7382e-02,\n", - " 9.8127e-02, -1.1716e-01, 1.3557e-01, 3.6525e-01, -6.9731e-02,\n", - " -3.3294e-02, -3.8188e-01, -3.3526e-02, -7.1491e-02, -2.2764e-02,\n", - " 3.2905e-02, -1.8647e-01, -8.5401e-03, -2.5709e-01, -7.4387e-02,\n", - " 4.5647e-02, -4.9040e-02, 4.0683e-03, 4.1907e-02, 3.2759e-02,\n", - " -2.9398e-02, 8.3812e-03, -2.1961e-02, 4.1746e-01, -8.3542e-03,\n", - " -1.1418e-02, -1.3068e-01, 5.8291e-02, -1.1170e-01, -9.1822e-02,\n", - " -6.7537e-02, -1.2815e-03, 6.9326e-02, 3.8211e-02, -3.6058e-03,\n", - " -5.2787e-02, 1.2528e-01, -1.0024e-01, -1.8233e-02, 2.3149e-02,\n", - " 4.7030e-02, -1.2899e-01, 4.6959e-02, -2.3690e-02, -2.0423e-01,\n", - " 7.4868e-02, -4.3715e-02, -1.5710e-02, 1.4522e-01, 1.2971e-02,\n", - " 8.5170e-02, 1.7102e-02, 1.0468e-02, -2.8531e-02, -5.3729e-02,\n", - " -1.0061e-02, -1.9362e-02, 1.4308e-02, -1.7241e-02, 3.6652e-02,\n", - " 1.0094e-01, 3.8465e-02, -6.5213e-02, 7.4116e-03, 1.3366e-01,\n", - " -6.5816e-02, 3.4065e-02, 4.6007e-02, 1.8067e-02, -4.3615e-02,\n", - " 1.5912e-02, -4.0803e-02, 9.7425e-03, 6.7239e-02, 1.7727e-02,\n", - " 3.8714e-02, -5.3047e-02, -1.1748e-01, -7.8887e-02, -5.4824e-03,\n", - " 5.5216e-03, 1.3256e-01, -6.2859e-02, -2.4573e-02, 3.3674e-02,\n", - " 3.2457e-01, -7.2274e-02, 1.0478e-02, 1.5488e-03, -1.5474e-01,\n", - " -9.1489e-03, -2.2618e-03, 1.6883e-02, -2.5670e-02, 3.8710e-02,\n", - " 3.4172e-02, 5.2598e-02, -2.2284e-03, 1.1993e-01, 6.0012e-02,\n", - " 5.2764e-02, -1.5082e-02, 4.3706e-02, 3.9816e-02, -2.1385e-02,\n", - " 4.3898e-02, 4.1764e-03, 5.1358e-02, 3.1889e-02, 4.4821e-02,\n", - " -2.9289e-02, 4.2208e-02, -1.1511e-02, -2.1092e-02, -3.2316e-02,\n", - " -4.4178e-02, -2.3292e-02, -1.0203e-01, 9.6889e-03, 5.2634e-02,\n", - " 2.2308e-02, -1.4380e-01, -8.6624e-02, -3.8674e-02, 2.9635e-02,\n", - " 1.0241e-01, -1.0876e-02, -1.3441e-01, -2.4815e-02, 1.9778e-02,\n", - " 7.0630e-02, -2.5737e-02, -2.5264e-02, 5.2150e-02, -7.2390e-03,\n", - " 1.2988e-02, -5.4700e-02, -1.3546e-02, 5.2861e-02, 2.3842e-02,\n", - " 3.7984e-02, 8.9865e-02, 4.9519e-02, -1.9171e-01, 5.0067e-02,\n", - " -2.0593e-02, -2.4287e-02, -1.9949e-02, -7.0633e-02, 9.4272e-02,\n", - " -1.0581e-02, -5.0317e-02, -2.3189e-02, 5.7853e-02, -8.7152e-02,\n", - " 4.3887e-02, -4.1857e-03, -5.0723e-02, -2.1919e-01, 5.6434e-02,\n", - " -3.0021e-02, -3.1631e-03, -3.8121e-02, 2.3206e-02, 3.2257e-02,\n", - " 9.9829e-02, 4.6678e-02, 6.5119e-02, 6.9562e-03, -7.3002e-02,\n", - " 2.0252e-02, -1.7224e-02, 1.5223e-02, 2.3323e-02, 1.9847e-03,\n", - " -6.7857e-03, -7.4739e-02, 4.8717e-02, -3.2571e-01, -1.2454e-01,\n", - " -4.5429e-02, 1.9708e-02, -7.3680e-02, 2.3265e-01, -8.7182e-03,\n", - " -1.0204e-01, 3.3727e-02, -7.3259e-02, 2.2619e-02, -1.7984e-02,\n", - " 4.5505e-01, -5.9161e-02, -4.1153e-01, -1.2031e-01, 4.0357e-03,\n", - " -3.5379e-01, 7.8171e-03, 1.4996e-01, -2.4924e-02, 4.6899e-02,\n", - " 7.6243e-02, 2.4972e-01, -6.4979e-02, 6.2109e-02, -1.2002e-01,\n", - " -2.9160e-01, -3.5352e-02, -5.0997e-02, 1.2023e-01, -1.2378e-01,\n", - " -8.7091e-02, 4.7569e-01, 8.5312e-02, -1.0191e-02, 1.6051e-01,\n", - " -2.5819e-02, 9.8644e-03, 1.2449e-01, 7.9495e-02, -9.6800e-02,\n", - " 3.6255e-01, -3.3966e-02, -3.8393e-02, 5.2749e-03, 2.5675e-02,\n", - " -1.1624e-01, 1.8276e-02, -3.4285e-02, -2.5731e-02, 1.7973e-02,\n", - " 7.5995e-02, 2.9130e-01, 1.6365e-01, 3.0780e-01, 1.4026e-01,\n", - " -5.5177e-01, 1.2614e-01, -7.8507e-02, 8.0791e-02, 1.3600e-01,\n", - " 4.6170e-03, -1.7694e-03, -5.1985e-01, 5.8065e-02, 5.5472e-02,\n", - " 3.2590e-01, 1.3966e-01, 1.7110e-02, -9.5001e-02, -1.2401e-04,\n", - " -4.3535e-02, -5.4794e-02, -1.5199e-01, 5.8522e-02, 2.3191e-02,\n", - " 7.5608e-02, -4.4530e-01, -1.1943e-01, -6.5290e-03, 1.7627e-01,\n", - " -3.8651e-02, -5.7398e-02, -3.8920e-02, 1.3121e-01, -3.6382e-01,\n", - " -2.0418e-02, -2.8093e-01, 7.2004e-02, -9.0997e-02, -2.5895e-01,\n", - " 1.6368e-01, -2.9575e-02, 9.0202e-02, 7.2816e-02, 1.0246e-01,\n", - " 1.5573e-01, 2.2131e-02, -3.2519e-02, 3.8828e-01, 7.1059e-02,\n", - " -1.1226e-01, -2.4577e-01, -2.8200e-01, -3.3253e-02, 4.0593e-01,\n", - " 5.5256e-02, 2.7140e-02, 1.0959e-01, -2.4144e-01, 9.2840e-02,\n", - " 2.3645e-01, 2.2467e-01, 9.2951e-02, -1.6590e-01, -2.3277e-02,\n", - " 2.5649e-01, -2.9617e-02, -1.7398e-01, -1.4213e-02, -9.5704e-02,\n", - " 5.6416e-02, 3.7950e-02, -1.3004e-01, -4.1674e-02, -1.3906e-01,\n", - " -6.6683e-02, -8.1266e-03, -1.7875e-01, -1.2757e-01, -1.5795e-02,\n", - " -5.5715e-02, -1.0311e-01, -1.0371e-01, -4.5280e-01, -2.2330e-02,\n", - " -7.9778e-02, -4.9942e-02, 4.1673e-02, -2.3160e-02, -3.9921e-02,\n", - " -6.3285e-02, -2.2087e-01, -1.9557e-02, -2.8350e-01, 9.5596e-02,\n", - " 7.9575e-02, 1.0237e-02, -1.4197e-01, -1.7283e-01, -6.0235e-02,\n", - " 1.1290e-02, 2.5537e-02, 8.7302e-03, 4.9353e-02, 8.3851e-03,\n", - " 1.3780e-01, 1.4688e-02, 3.3586e-02, 1.2170e-01, -1.9129e-02,\n", - " -4.2862e-02, -1.3709e-01, -2.8588e-01, -1.7320e-02, -4.6033e-02,\n", - " -5.9742e-02, 6.3494e-02, 1.4878e-01, -6.3960e-02, -1.6403e-02,\n", - " -3.4941e-02, -1.2289e-01, -2.4562e-01, -1.1674e-01, -4.0050e-03,\n", - " 1.3938e-01, -1.8474e-02, -3.6636e-02, -3.0315e-01, 8.3564e-02,\n", - " -2.9196e-02, 3.3213e-02, -1.0896e-01, -6.4976e-02, 9.1357e-02,\n", - " -2.2568e-01, 6.3275e-02, 1.1891e-02, 1.3442e-01, -2.0485e-02,\n", - " -6.9996e-02, 2.1658e-03, -5.6785e-02, -2.3337e-02, -2.5280e-02,\n", - " 1.4939e-01, -2.9381e-02, -1.2192e-01, 8.3717e-03, 1.2222e-02,\n", - " -7.6137e-02, 2.4162e-02, -2.4293e-02, -5.1924e-02, -7.0981e-03,\n", - " -1.0220e-01, -3.0324e-02, -1.1144e-02, -2.6997e-02, 5.7362e-02,\n", - " -1.0057e-01, -8.3503e-02, -1.2501e-01, 2.7531e-02, 2.9377e-01,\n", - " 1.7067e-01, -7.1781e-02, 2.3256e-02, 8.9757e-02, -5.2266e-02,\n", - " 1.4236e-02, 1.1990e-01, -1.1222e-02, 3.9556e-02, 3.6834e-02,\n", - " -1.0291e-01, -5.8141e-02, -7.0702e-02, -7.1103e-02, -2.6215e-02,\n", - " -1.6427e-02, -6.5189e-02, -2.1054e-02, -8.0678e-02, 3.0252e-02,\n", - " 4.8349e-03, 7.8968e-02, 2.8902e-02, 9.1373e-02, -2.3861e-02,\n", - " -2.2486e-02, -3.0700e-02, -5.0397e-02, -5.6370e-02, 1.0435e-04,\n", - " 6.3390e-02, 1.1405e-02, -5.4103e-02, 1.0233e-02, -1.4450e-01,\n", - " -6.9274e-02, -5.3951e-02, 5.5057e-03, 1.1218e-01, 5.5790e-02,\n", - " -2.1274e-02, -2.2143e-02, -1.9284e-01, 9.0257e-02, -1.2183e-01,\n", - " 1.4055e-01, 3.2435e-02, -1.0819e-01, -1.6113e-01, -1.8308e-01,\n", - " -4.1386e-02, -1.2644e-01, -2.7945e-02, -1.5689e-02, 6.4413e-02,\n", - " 3.7003e-02, 3.0378e-02, 1.1743e-01, -1.4135e-01, 5.5048e-02,\n", - " -6.6553e-02, 3.0404e-02, 1.5141e-02, -5.4191e-03, 2.1901e-02,\n", - " -4.5122e-02, -4.4387e-02, -3.7407e-02, 1.7802e-02, -3.8730e-01,\n", - " 1.1598e-01, -8.8872e-02, 1.4395e-01, -9.6136e-02, 4.7222e-02,\n", - " 1.4925e-01, 8.8002e-05, 1.1858e-02, 4.8092e-03, -1.6567e-02,\n", - " 1.6598e-01, 7.0762e-02, 4.9061e-03, 6.2220e-03, -4.8835e-02,\n", - " -3.3940e-02, 2.7898e-01, -4.8856e-02, 2.1224e-01, 1.1182e-01,\n", - " -1.0501e-02, 1.6620e-02, -1.0709e-02, -2.0127e-01, 2.8199e-02,\n", - " -4.6579e-02, 1.7410e-02, 4.9611e-02, -1.6112e-01, -6.2479e-02,\n", - " 6.6917e-02, 5.4156e-02, -9.0497e-02, -4.3799e-01, -8.4414e-02,\n", - " -5.5190e-02, 3.5208e-02, -2.6040e-03, -2.7949e-02, -2.5014e-03,\n", - " 6.6218e-03, 2.1148e-02, 1.6894e-02, 1.0938e-02, 5.3197e-03,\n", - " 3.5403e-02, 5.7746e-02, 3.7580e-02, -1.0507e-02, -1.2009e-02,\n", - " 4.9236e-03, -1.0107e-02, 5.4544e-02, -2.7445e-02, -2.5157e-02,\n", - " 8.1249e-03, -1.9826e-01, 4.3378e-02, 1.7144e-02, -2.1866e-02,\n", - " -5.7131e-02, -2.0812e-02, 1.3520e-01, 1.0485e-02, 1.7526e-02,\n", - " -7.3722e-03, 2.2004e-02, 4.7762e-02, -1.5854e-01, 4.3353e-02,\n", - " 2.3633e-02, 1.0437e-02, -1.3437e-02, -1.7871e-02, 4.1917e-02,\n", - " -1.9479e-01, 4.3239e-02, -1.2374e-02, 6.1873e-02, 1.5572e-03,\n", - " 4.5423e-02, -2.1248e-02, -5.6194e-02, -1.4948e-02, -5.8065e-02,\n", - " -1.3482e-02, 1.8783e-01, 7.0706e-04, 2.9869e-02, -4.5980e-02,\n", - " -3.0931e-02, -2.0871e-01, -5.3695e-02, 1.5700e-02, -1.2504e-02,\n", - " -2.1980e-02, -3.3210e-01, -1.6958e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.0872e-02, -1.1766e-02, 1.6575e-04, -1.1630e-02, 9.4662e-03,\n", - " -1.1532e-02, 1.1848e-03, -5.5150e-03, -7.3434e-04, 5.7598e-03,\n", - " 1.1435e-02, 3.9499e-04, -6.2718e-04, -3.9462e-03, -2.0356e-03,\n", - " -9.8921e-03, -9.3822e-04, 1.1631e-02, 6.6033e-03, 8.2453e-03,\n", - " 8.4477e-03, -7.4379e-03, -7.0516e-03, 9.9712e-03, 9.6850e-04,\n", - " -5.6443e-03, -4.9786e-03, -1.0271e-02, -8.6005e-03, -2.1775e-03,\n", - " 5.2358e-03, 7.8711e-04, 4.5003e-03, -2.2396e-03, -3.2946e-03,\n", - " 5.9736e-03, 2.0313e-03, -5.5479e-03, 1.4165e-03, 9.3865e-03,\n", - " -3.9114e-03, 8.6943e-04, 3.7967e-03, 2.6624e-04, 1.0579e-03,\n", - " 1.1518e-03, -3.1826e-04, 1.3297e-03, 6.1344e-04, 2.8947e-03,\n", - " 2.9189e-03, -4.3378e-03, 6.4393e-03, 1.0650e-03, 1.2516e-02,\n", - " -2.1740e-03, 4.6929e-04, 3.3984e-03, -1.5811e-02, 1.1887e-02,\n", - " -2.9521e-03, -2.0428e-03, 5.2002e-03, -1.0096e-02, -2.3795e-03,\n", - " 1.1681e-03, 4.2600e-03, -6.3061e-03, 6.4786e-03, 2.6694e-03,\n", - " 7.7205e-04, 4.8499e-03, -1.2203e-03, -2.2516e-03, 2.2113e-03,\n", - " 3.4607e-03, 1.0807e-02, -4.4387e-03, -1.7547e-03, -5.0872e-03,\n", - " 2.4823e-04, 1.5317e-03, 7.6686e-03, 3.3107e-03, -6.0351e-03,\n", - " 5.5504e-03, -1.2126e-02, 2.5289e-03, -4.5886e-03, -6.1116e-03,\n", - " 6.1798e-03, 1.3656e-02, -3.7117e-03, -3.4888e-03, 4.0698e-03,\n", - " 7.6000e-03, -7.6446e-03, -7.0324e-03, -2.7269e-03, 3.8182e-04,\n", - " 3.7789e-03, 4.5037e-03, -1.3173e-03, 5.0761e-03, 2.9235e-03,\n", - " 3.5631e-03, -9.8572e-03, 3.8929e-03, -6.0567e-03, -7.8073e-03,\n", - " -1.8464e-02, -5.3710e-03, 2.0561e-03, 3.7102e-03, -2.2484e-03,\n", - " -5.0603e-03, 9.0459e-03, 2.3525e-03, 2.5644e-03, -6.4648e-04,\n", - " -4.6461e-04, -2.2164e-03, 4.9194e-03, 8.5775e-03, -1.1674e-03,\n", - " -3.5633e-03, -1.1055e-02, -8.0503e-03, 2.3606e-03, -1.8594e-03,\n", - " -7.8705e-04, 6.9574e-04, -9.5316e-04, -4.2222e-05, 2.8699e-04,\n", - " -2.0133e-04, -8.4155e-04, 5.8066e-04, -3.2854e-03, -9.5991e-04,\n", - " -6.0589e-04, -3.5109e-03, -2.8273e-03, 4.5857e-04, -3.8064e-03,\n", - " 1.9121e-03, -1.4446e-03, -4.5892e-03, 5.0931e-03, 3.0144e-03,\n", - " -4.1407e-03, 8.0870e-04, -1.8391e-03, 1.4720e-03, 5.4518e-04,\n", - " 6.6739e-04, -8.7904e-04, -4.2270e-03, 2.3994e-04, -9.3004e-04,\n", - " 2.7815e-03, -1.2736e-03, 7.5003e-04, 1.0757e-03, 1.5722e-05,\n", - " -2.0498e-03, 4.8384e-04, -6.2789e-04, -3.4402e-03, -2.8367e-04,\n", - " -1.0296e-03, -4.5019e-03, -1.9213e-03, -1.3652e-03, 3.8495e-03,\n", - " 3.1879e-03, 3.1903e-03, 8.5177e-04, -3.0731e-03, -2.3948e-03,\n", - " 1.2263e-03, -4.8721e-03, -8.7462e-03, -5.7314e-04, 2.1525e-03,\n", - " -3.6467e-03, -2.6263e-03, -7.6538e-04, 2.5008e-03, 5.2181e-03,\n", - " -3.0247e-03, 2.9089e-03, 4.3583e-03, 4.7124e-03, -6.0314e-03,\n", - " -8.6835e-03, 9.7642e-03, 7.0947e-03, -3.0967e-03, 1.1260e-03,\n", - " -3.7029e-03, -3.8350e-03, -3.7849e-03, -1.0903e-02, -4.5087e-03,\n", - " 9.5428e-06, 8.7153e-03, -6.6743e-03, -6.5587e-03, 1.8623e-05,\n", - " 7.6422e-03, -3.4199e-03, 8.2931e-03, 4.9252e-03, 8.2805e-03,\n", - " 4.1314e-03, 9.9788e-03, -8.8980e-03, 5.8534e-03, 7.6022e-03,\n", - " 9.6965e-04, 5.3962e-03, -4.1679e-03, 3.6773e-03, -6.0628e-04,\n", - " -5.4594e-03, -8.6389e-05, 2.5796e-03, -1.7827e-02, 5.3665e-03,\n", - " 9.0701e-04, -1.0245e-03, 9.8952e-04, -1.4809e-02, 1.0471e-02,\n", - " 1.2349e-02, 1.9838e-03, 2.9461e-03, -5.8868e-03, -1.0606e-03,\n", - " 1.3038e-04, -1.8054e-03, 7.5952e-03, 6.7837e-03, 4.5316e-04,\n", - " -2.8270e-03, 3.7859e-03, 1.6647e-03, -2.0363e-03, 1.3539e-02,\n", - " 1.5236e-03, 1.0489e-02, -4.1563e-03, -1.1451e-02, 1.0368e-02,\n", - " -1.2464e-02, 4.6511e-04, -3.9381e-03, -2.7304e-03, 3.3055e-04,\n", - " 7.9560e-04, -8.8367e-03, 8.1892e-03, 2.0259e-03, -2.4213e-03,\n", - " -2.7320e-03, -6.9655e-03, 2.6748e-03, -1.6861e-03, -6.9290e-03,\n", - " 1.0256e-03, -1.1395e-02, -2.1969e-03, -3.7147e-03, 7.7197e-03,\n", - " -1.5750e-03, -3.5974e-03, -2.2820e-03, -5.5357e-03, 2.2536e-03,\n", - " 4.3053e-03, 1.0481e-02, 3.2189e-03, 4.8455e-03, -5.3957e-03,\n", - " 8.3131e-04, -8.2402e-03, 7.5561e-03, -7.4698e-04, -2.8721e-03,\n", - " -9.0709e-03, -5.5667e-03, -2.4279e-03, 7.3784e-04, 8.8189e-03,\n", - " 1.7236e-04, -1.5435e-03, -8.8973e-04, 3.7358e-03, -1.3491e-02,\n", - " 3.4026e-03, -4.8471e-03, -3.0032e-03, -9.3690e-03, -1.8721e-03,\n", - " 1.1134e-02, 9.6166e-03, -7.0088e-04, 5.2172e-03, -9.1063e-03,\n", - " -2.0245e-03, 7.9094e-03, -5.5846e-03, 5.2955e-05, -3.1903e-03,\n", - " 2.1021e-03, 4.2049e-03, 8.0613e-03, 2.0442e-03, 8.6603e-03,\n", - " -5.0120e-03, 5.2893e-03, 2.5559e-03, -5.6359e-03, 1.6584e-03,\n", - " -8.3112e-04, -7.8568e-03, 1.0897e-03, -4.9159e-03, 8.1382e-03,\n", - " -1.1697e-02, 4.0208e-04, -8.3950e-03, -2.3173e-03, -6.4993e-05,\n", - " -4.2514e-03, 1.4386e-03, 3.4212e-04, -3.6843e-03, -7.9348e-04,\n", - " -9.2250e-03, 5.4445e-03, 4.0561e-03, 9.8965e-03, -2.5941e-03,\n", - " 1.5226e-04, 2.0496e-03, -2.5519e-03, -8.3051e-04, -4.6721e-03,\n", - " 6.3999e-03, -9.9009e-04, 4.8261e-03, 2.5597e-03, -7.5613e-03,\n", - " -6.9667e-04, 7.1670e-03, 1.5897e-03, -1.9658e-03, 5.8908e-03,\n", - " 3.2166e-03, 3.8448e-03, 3.4905e-03, -3.8111e-03, -1.6103e-03,\n", - " 1.4769e-03, -2.0628e-03, 1.5682e-03, 1.0881e-02, 1.0663e-03,\n", - " 1.2031e-03, -1.4609e-03, -6.9564e-03, 1.1270e-02, 9.9044e-03,\n", - " -3.5188e-04, 1.0252e-02, 1.7305e-03, -7.1454e-04, -6.2668e-03,\n", - " -8.2470e-03, 2.0456e-03, -1.0671e-02, -1.0179e-02, -1.0148e-02,\n", - " -1.0120e-03, 4.4621e-03, 8.8827e-03, 9.9391e-04, 4.5817e-03,\n", - " -1.1145e-02, 2.9581e-03, -6.6225e-03, -1.6849e-03, 2.7918e-03,\n", - " 5.3506e-03, 2.4020e-03, -1.2321e-02, -2.8033e-05, 5.8500e-03,\n", - " -1.5298e-02, -2.7256e-03, -5.0879e-03, -1.1270e-02, 7.0548e-03,\n", - " -1.6106e-03, 5.4653e-03, -6.8138e-03, 5.0358e-03, 8.3571e-04,\n", - " -1.4404e-02, -4.5655e-03, 1.0170e-03, 8.5079e-03, 1.2997e-03,\n", - " -3.0448e-03, 1.7134e-02, 4.6213e-03, 2.8794e-03, 1.9411e-03,\n", - " -1.4284e-03, 8.5476e-04, -2.0800e-03, 4.4524e-03, 1.7351e-03,\n", - " 1.1436e-02, 3.0720e-03, 7.1200e-04, 1.1610e-03, 1.3569e-03,\n", - " -5.6018e-04, 1.5240e-03, 5.2840e-03, 5.7059e-03, -2.6261e-03,\n", - " -2.9283e-03, 1.6798e-03, -2.5831e-03, 9.4120e-03, 6.3012e-03,\n", - " -1.0015e-02, 1.6290e-03, -6.3186e-03, -2.6289e-03, -1.4643e-03,\n", - " 1.0120e-02, 7.9523e-03, -3.4784e-03, 4.8247e-03, -4.3092e-03,\n", - " 1.3053e-02, 5.4296e-03, -8.4345e-04, -7.8880e-04, 1.9445e-03,\n", - " -2.6402e-03, 3.9794e-03, -6.0552e-04, 1.2426e-03, 7.9151e-03,\n", - " -1.4235e-02, -1.4023e-02, -2.4168e-03, 8.7378e-03, 8.0261e-03,\n", - " -4.1240e-03, -1.0045e-03, -2.0762e-04, -3.7347e-04, -1.3695e-02,\n", - " -1.0999e-03, -5.6353e-03, -5.3695e-03, 9.4522e-03, -5.1612e-03,\n", - " 8.2999e-03, -7.9964e-03, 2.4296e-03, 5.8677e-03, 7.9151e-03,\n", - " 4.8297e-03, 3.9651e-03, -2.5887e-03, 5.8576e-03, 3.3980e-03,\n", - " -1.8961e-03, -1.0440e-02, -3.5894e-03, -4.4898e-03, 1.1493e-02,\n", - " -5.9906e-03, -2.2171e-04, 2.1374e-03, -7.0694e-03, -1.2814e-04,\n", - " 2.2888e-03, 6.4429e-03, 1.1504e-02, -6.3852e-03, 6.4329e-03,\n", - " 7.7763e-03, 1.3054e-03, -8.0761e-03, 6.0520e-04, 1.2423e-03,\n", - " -4.5969e-04, 6.6739e-03, -1.4808e-03, -8.7152e-04, -1.5331e-03,\n", - " 4.3689e-03, 6.8801e-03, 3.3274e-03, 7.0485e-03, -1.3897e-03,\n", - " -2.7217e-04, 1.3604e-03, -2.5022e-03, 6.9675e-03, 6.5077e-03,\n", - " 6.8486e-03, 3.8797e-03, 2.1403e-03, -1.0815e-02, 3.4394e-03,\n", - " -1.8316e-03, 5.5656e-03, 1.1104e-02, -3.1356e-03, -8.6814e-03,\n", - " 5.5783e-03, -5.0479e-03, 6.1582e-03, -1.4888e-02, -1.4753e-03,\n", - " -6.7129e-05, 4.7708e-03, -2.0849e-05, 9.6627e-03, 2.0073e-04,\n", - " -2.7609e-03, -8.2509e-03, 5.7509e-03, -2.7323e-03, -4.3944e-05,\n", - " -1.1938e-03, 7.8851e-03, 8.9375e-03, -3.3453e-03, 4.1825e-03,\n", - " 3.4746e-03, 5.5461e-03, -1.3782e-03, -2.6289e-03, 2.2508e-03,\n", - " 1.9616e-03, -1.2333e-03, 9.9186e-03, -1.2516e-02, -1.0432e-03,\n", - " -7.2294e-03, 1.2243e-02, -7.3623e-03, 2.3574e-02, 1.7354e-03,\n", - " 1.3353e-03, -2.0593e-03, 1.6368e-02, 2.8457e-03, -4.9914e-03,\n", - " 1.2748e-03, -1.1178e-03, 3.4839e-04, -2.9790e-03, -9.4675e-03,\n", - " 3.7102e-03, 5.9346e-04, 2.9125e-04, -1.2878e-03, -1.2334e-03,\n", - " -8.6710e-04, -1.4342e-03, 2.5387e-04, -2.4304e-03, 4.3681e-03,\n", - " -4.5685e-03, -2.4363e-03, 1.7274e-03, 3.2452e-04, 5.3171e-03,\n", - " -5.2055e-03, -1.8456e-03, 6.2865e-04, 3.9048e-03, 1.2340e-03,\n", - " 2.7493e-03, 1.9529e-03, 4.4477e-03, -1.0058e-03, 8.7817e-03,\n", - " -2.2069e-03, 3.0314e-03, -2.0541e-03, 1.5864e-04, 2.7087e-03,\n", - " -4.4853e-03, 6.6249e-03, -4.2236e-03, -2.2416e-03, 1.1235e-03,\n", - " -4.3801e-04, 3.5692e-03, 4.0805e-03, 2.2363e-04, 8.2634e-04,\n", - " 5.3187e-03, -7.1191e-03, -4.4412e-03, 3.4781e-04, 4.2865e-03,\n", - " 1.1176e-02, 1.4222e-03, -3.2894e-03, -8.7754e-03, 2.7540e-03,\n", - " -1.4288e-03, 3.3700e-03, -5.3807e-04, -3.2889e-03, -2.7257e-03,\n", - " -2.5348e-03, -3.6159e-03, -2.0091e-03, 1.2801e-03, -2.5412e-03,\n", - " -4.8951e-03, -9.9384e-04, 6.0223e-03, 4.4326e-03, -2.5073e-03,\n", - " 2.9430e-03, 1.2355e-03, 5.9677e-03, 3.7454e-03, -2.9028e-03,\n", - " 1.0664e-03, 1.1080e-02, 6.6969e-03, -4.0683e-04, 2.9488e-03,\n", - " -6.2922e-04, -5.0949e-03, 1.5569e-03, -3.7588e-03, -3.8041e-03,\n", - " 2.3435e-02, -7.2139e-03, 1.0334e-03, 7.4727e-03, 4.4773e-03,\n", - " -8.3935e-04, -2.7220e-03, -6.5913e-03, 1.5323e-03, 1.4545e-02,\n", - " 8.3477e-03, 1.4691e-03, -1.5869e-02, 7.1229e-03, 7.4775e-03,\n", - " -3.9801e-03, -2.7838e-03, -3.9858e-04, -2.6436e-03, -1.2311e-03,\n", - " -6.0583e-03, 5.9208e-03, 9.0433e-03, -2.0690e-03, -9.5589e-03,\n", - " -3.9808e-03, -3.1344e-03, 5.3703e-03, -1.8652e-02, -1.9464e-03,\n", - " -3.5617e-03, -1.1902e-02, -4.1466e-03, -1.5314e-02, -4.6098e-04,\n", - " -7.3318e-03, -6.3679e-03, 8.0714e-03, 9.7000e-03, 1.2215e-02,\n", - " 9.0641e-04, -2.1571e-03, -2.1605e-03, -7.4904e-03, -3.4040e-03,\n", - " -1.1009e-02, 4.2505e-04, 1.4694e-02, 9.7638e-03, -2.2408e-03,\n", - " -1.0523e-03, 1.4409e-02, -1.3608e-02, 6.7547e-03, -1.2606e-02,\n", - " -3.1913e-03, -2.5721e-03, -1.7439e-03, 1.7394e-03, 3.6149e-03,\n", - " 1.2265e-03, 1.8382e-03, 8.4502e-03, 8.3632e-03, 2.9165e-03,\n", - " -5.9625e-03, 6.0592e-03, -3.2218e-03, 1.9182e-03, -1.9122e-03,\n", - " -1.8892e-03, -6.7228e-03, -1.0199e-02, 8.6985e-04, 5.2113e-03,\n", - " -1.7131e-03, -3.6455e-03, 8.7486e-03, -2.2299e-03, -7.1216e-04,\n", - " 2.7356e-03, 1.4408e-03, 9.6882e-03, -1.4576e-03, -9.8547e-03,\n", - " 6.5923e-03, 2.4955e-03, 3.6271e-03, -7.6567e-03, 6.0133e-05,\n", - " -1.7191e-02, 4.3130e-04, -7.7411e-05, -1.7202e-04, 3.9968e-03,\n", - " 9.1864e-03, -3.9949e-03, -3.0912e-03, -1.6042e-04, 2.9399e-03,\n", - " 5.4982e-03, 5.9995e-03, 4.0280e-04, 1.0910e-03, 6.3492e-03,\n", - " -1.0667e-02, -9.2815e-03, 3.5974e-03, 7.4814e-03, 1.2662e-03,\n", - " -2.5559e-03, -1.7622e-02, -5.3195e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.0611e-02, -2.9544e-02, -3.4053e-03, -2.5261e-04, 4.3702e-02,\n", - " -2.4036e-02, -9.9176e-03, 1.1922e-02, 3.9462e-02, -1.5722e-02,\n", - " 3.6127e-02, 3.5265e-02, 1.6603e-02, 4.0656e-02, 9.0450e-03,\n", - " 1.6955e-02, 3.0839e-02, 2.3524e-02, 4.5091e-03, -1.7842e-02,\n", - " -8.9514e-03, -6.9295e-04, -3.7101e-02, 6.3061e-02, -1.2281e-02,\n", - " 2.7505e-02, 5.9490e-03, 2.0819e-02, 2.2402e-02, -1.6352e-02,\n", - " -1.9880e-03, 2.0557e-03, 2.5947e-02, -4.8232e-03, -1.0353e-02,\n", - " 7.9241e-03, -3.8330e-02, -1.2410e-02, 4.5761e-02, -3.3885e-02,\n", - " 1.8288e-02, 2.6494e-02, -2.0117e-02, 3.6985e-03, -7.2017e-02,\n", - " -5.4889e-02, -2.1202e-02, 4.7230e-03, -2.8839e-03, 1.9168e-02,\n", - " 1.0010e-02, 1.6336e-02, 2.0422e-02, -4.3722e-02, 2.5098e-02,\n", - " -3.8560e-02, 2.7089e-02, -1.2778e-02, 5.1402e-02, -1.3062e-02,\n", - " -9.9890e-03, 3.9847e-02, 5.9353e-02, 2.1866e-03, -3.7598e-02,\n", - " -3.7681e-02, 3.4638e-02, 5.4693e-03, 1.5511e-02, 1.5021e-02,\n", - " 5.3212e-02, -2.5371e-02, -5.4444e-03, 2.1743e-03, -9.9451e-03,\n", - " -2.4260e-02, 1.8761e-02, -1.2446e-02, 8.8098e-03, 2.3707e-02,\n", - " -2.4152e-02, 1.4017e-02, 2.2378e-03, -1.1576e-02, 7.3120e-03,\n", - " 1.3892e-02, 2.8446e-03, 4.2612e-02, -4.2735e-03, -2.7018e-02,\n", - " 2.6001e-04, 3.9963e-03, -4.9176e-02, -1.9129e-02, -4.2243e-02,\n", - " -2.6150e-02, -3.0480e-03, -3.0021e-02, -9.5532e-03, -4.4873e-03,\n", - " -6.7222e-03, -1.3395e-03, 2.9712e-02, 1.0073e-02, -1.8594e-02,\n", - " -1.4263e-02, -8.3413e-03, 3.4262e-03, -1.3856e-02, -2.1020e-02,\n", - " -5.5180e-02, 3.3396e-02, 3.8542e-02, 1.1141e-02, 2.3562e-04,\n", - " 4.9550e-02, 1.9921e-02, 6.8655e-03, 3.2959e-03, -8.5281e-03,\n", - " -1.0014e-03, 1.8253e-02, 2.9076e-02, -3.1731e-02, -9.3831e-03,\n", - " 3.7628e-02, -1.1450e-03, 4.2580e-02, 1.7981e-02, 4.4396e-03,\n", - " -1.6276e-02, -1.0255e-02, 1.5396e-02, -4.8177e-03, 6.6366e-03,\n", - " -1.2889e-02, 1.9950e-02, -2.0358e-02, 1.4374e-02, 1.5504e-02,\n", - " 4.3859e-03, 4.7208e-03, 2.0055e-02, -5.1628e-02, 2.3995e-02,\n", - " 5.5752e-04, -1.5980e-02, -2.0599e-02, 1.0397e-03, -6.5507e-03,\n", - " 1.5415e-02, -2.4518e-04, 2.7803e-02, -1.5212e-02, -1.5320e-02,\n", - " -1.8174e-02, 2.0662e-02, -8.4066e-03, -2.0437e-02, 3.2346e-02,\n", - " -2.4915e-03, 5.1932e-03, 4.0334e-03, 1.6829e-02, -2.5918e-02,\n", - " -1.3906e-02, -5.5288e-03, -2.0604e-02, -1.1720e-02, 1.3203e-02,\n", - " -4.5528e-04, -5.8787e-03, 2.0207e-02, -1.8172e-02, -4.4567e-02,\n", - " -1.2350e-02, 2.9691e-02, -1.5418e-02, 7.7369e-06, 4.5891e-03,\n", - " 4.3899e-03, -2.0768e-02, 9.7010e-03, -8.0274e-03, -4.6604e-02,\n", - " -5.3781e-03, 1.0994e-02, -1.6822e-02, 1.3230e-02, -3.8258e-03,\n", - " 2.2453e-02, 1.2270e-02, 8.2433e-03, 2.3383e-03, -2.7016e-02,\n", - " -5.5759e-03, -9.2015e-03, 4.3218e-02, 9.3865e-03, 6.6491e-03,\n", - " -1.5638e-02, -7.3260e-03, 7.4916e-03, -3.4926e-02, -1.7761e-02,\n", - " -1.8834e-03, -1.2750e-02, 3.6981e-02, 8.3469e-03, 7.7240e-03,\n", - " 9.8631e-03, -9.2713e-03, -5.4027e-03, -1.0344e-02, 4.9189e-04,\n", - " -5.6572e-03, 4.8096e-03, -2.9059e-02, 3.3705e-02, 8.0315e-03,\n", - " 1.1039e-03, -1.3708e-02, 1.8435e-02, 4.1296e-02, -4.8482e-02,\n", - " 5.5439e-03, 1.7480e-02, 8.0691e-03, -1.0124e-02, -4.5141e-03,\n", - " -1.3244e-02, -8.5329e-04, 6.6729e-03, 9.0825e-05, -1.4849e-02,\n", - " 2.1605e-02, 1.9870e-02, 2.5043e-03, 3.1047e-02, 1.7190e-03,\n", - " 1.0428e-02, 1.4302e-02, -2.2358e-02, 1.4719e-02, 1.9657e-02,\n", - " 1.2855e-02, 2.7147e-02, 2.0420e-02, -3.0315e-02, -4.9852e-03,\n", - " 1.4754e-02, -2.8988e-02, 2.1746e-03, -5.4846e-02, -7.6584e-03,\n", - " -3.6148e-03, -7.5444e-03, -1.8101e-02, 3.5724e-03, -1.5697e-02,\n", - " 1.1980e-02, -7.2703e-03, -1.3023e-02, -6.2002e-03, 2.0514e-03,\n", - " 1.8545e-02, 1.3430e-02, 6.6528e-03, 1.5725e-02, 3.0145e-02,\n", - " -4.7281e-03, 1.5193e-02, -3.0304e-02, -2.5325e-02, 2.6265e-02,\n", - " 7.8761e-03, -1.3109e-02, -8.9262e-03, 2.5098e-02, -1.6097e-02,\n", - " 6.0394e-03, 2.2660e-02, 4.5398e-03, 1.0827e-02, 8.9942e-03,\n", - " -3.8566e-03, -1.1312e-02, 3.3402e-02, -1.1054e-02, 2.9524e-03,\n", - " 1.4814e-02, 2.8926e-02, -1.9782e-02, 2.0773e-02, -2.6420e-02,\n", - " 1.5527e-02, -1.7811e-02, 2.2104e-02, 5.7762e-03, -7.6965e-03,\n", - " -5.7345e-03, 1.5967e-03, 3.1623e-02, -2.1747e-02, -8.5945e-03,\n", - " -2.8125e-02, 1.8379e-02, -6.7756e-03, 2.3286e-02, -2.7167e-02,\n", - " 1.7851e-02, 1.8041e-02, 5.6597e-03, 3.6133e-03, -9.6214e-03,\n", - " 2.5237e-02, 2.7014e-02, 8.6454e-03, -2.2636e-02, 8.2676e-03,\n", - " -5.8939e-03, 1.0606e-02, -2.2969e-02, -1.7735e-02, 4.8627e-03,\n", - " 1.6807e-02, 1.9348e-02, -4.8933e-03, -4.6287e-03, 3.3422e-02,\n", - " -3.2413e-02, -1.5357e-02, 6.5192e-03, 6.5729e-03, -2.7756e-02,\n", - " -3.9314e-02, 5.5355e-02, -4.0996e-02, -1.3526e-02, 1.8560e-03,\n", - " 1.3154e-02, 6.9275e-02, 1.9747e-02, -8.3000e-03, 1.2520e-02,\n", - " 1.2855e-02, 8.5989e-03, -9.7276e-03, 4.1436e-02, 9.4396e-03,\n", - " 3.3197e-02, -8.4802e-03, 2.7021e-02, -3.7666e-03, 1.8579e-02,\n", - " -3.0720e-02, -5.0055e-02, 6.4586e-03, 3.0618e-02, 5.6103e-03,\n", - " -3.6021e-03, 2.0841e-02, 2.5120e-02, -2.6220e-02, 7.8782e-03,\n", - " 1.6269e-02, -4.0557e-02, -2.9506e-02, 1.0702e-02, -1.6982e-02,\n", - " 1.1773e-02, -2.2960e-02, 1.7994e-03, 7.9381e-03, 1.2418e-02,\n", - " -4.0572e-02, 3.5828e-02, 2.1400e-02, -1.5858e-02, -2.6551e-02,\n", - " 1.2457e-02, 2.6142e-02, 1.2328e-02, 3.2877e-02, 2.3879e-02,\n", - " 2.7769e-02, -4.5688e-03, -7.9487e-02, -1.6494e-02, -8.6227e-03,\n", - " -3.9436e-02, -5.0442e-02, -2.0370e-02, -9.5456e-03, -4.2676e-04,\n", - " -4.7344e-02, 1.1544e-02, 6.2716e-02, 2.0115e-02, 1.7369e-03,\n", - " -9.8486e-03, -1.1321e-02, 5.7826e-02, 4.1268e-03, 3.5922e-02,\n", - " 3.4129e-02, 8.8596e-03, -1.4471e-02, -3.0788e-02, 1.8431e-02,\n", - " 3.5103e-03, 3.9570e-02, 3.8189e-02, 1.8824e-02, -7.9887e-02,\n", - " 2.1980e-02, 1.7656e-02, 8.1790e-02, -2.8091e-02, -2.2457e-03,\n", - " -5.7452e-02, -1.0059e-02, 5.9469e-02, 9.4658e-03, -1.8176e-02,\n", - " -1.6391e-03, -4.0050e-02, -5.4341e-02, 3.3914e-02, -1.7657e-02,\n", - " 4.1718e-03, -7.0572e-02, -9.1324e-03, -1.7363e-02, -3.3512e-02,\n", - " 2.1206e-02, 7.0481e-02, -1.4439e-02, 2.1191e-02, -2.1826e-02,\n", - " -3.4754e-02, -2.3080e-02, -4.5233e-02, -2.9059e-02, -6.0710e-02,\n", - " -2.0735e-02, 2.6138e-02, 3.4150e-02, 2.5447e-02, -1.2442e-02,\n", - " 4.8769e-02, -2.6218e-03, -1.6896e-02, 2.9892e-02, -3.4767e-03,\n", - " 2.6421e-02, 8.9559e-04, 1.8644e-02, 8.9458e-03, 1.0331e-02,\n", - " -8.1762e-03, 8.6029e-04, -5.5158e-03, 3.9579e-02, 8.5295e-03,\n", - " 7.1685e-03, 2.2333e-02, -2.0065e-02, -6.9037e-03, -1.2775e-02,\n", - " -7.8014e-05, -2.5017e-02, -1.5152e-02, -3.5655e-02, 3.4456e-02,\n", - " 4.3084e-02, 2.8324e-02, 1.5229e-02, 3.3212e-02, 3.4514e-03,\n", - " 3.5874e-02, -1.7095e-02, 6.0371e-03, 2.1133e-02, -3.4824e-03,\n", - " -1.4008e-03, -3.0134e-03, -2.9252e-02, -7.4303e-03, -1.3487e-02,\n", - " -2.3862e-02, -7.9264e-03, 3.1672e-03, -1.5618e-02, -8.1779e-03,\n", - " 3.6064e-02, -4.1528e-02, 3.5768e-02, 3.9105e-02, 1.0093e-02,\n", - " 3.1844e-02, 2.5145e-02, 1.0061e-02, 7.5205e-03, -4.9761e-02,\n", - " -4.5096e-03, 1.0460e-02, 2.4229e-02, 8.5945e-03, -1.7986e-03,\n", - " 4.5627e-02, -1.6334e-02, -4.8102e-03, -4.4863e-03, -8.0854e-03,\n", - " -7.2762e-03, 1.1465e-02, 1.6830e-02, 1.3576e-02, 1.2272e-02,\n", - " -8.3156e-03, 1.2824e-02, 4.6298e-03, 1.0449e-02, -6.1512e-03,\n", - " 1.1105e-02, -7.4815e-03, 4.1395e-03, 5.1101e-03, 4.5046e-03,\n", - " 2.0772e-03, 7.0204e-04, -1.1384e-02, -1.8910e-02, -1.4605e-02,\n", - " 9.5498e-04, -1.3729e-02, -1.0407e-02, 1.3077e-03, 1.8376e-03,\n", - " -1.4098e-02, -1.1846e-02, 3.0422e-03, 7.8340e-04, -1.4110e-02,\n", - " -5.7865e-03, 7.3423e-03, -1.6795e-02, 1.0950e-02, 4.3909e-03,\n", - " -5.0929e-03, 9.1166e-03, -1.7297e-03, -1.9169e-02, 2.4700e-03,\n", - " 1.3206e-02, -1.1559e-02, 1.5573e-02, 4.4693e-03, -2.1554e-02,\n", - " -1.1622e-03, 3.1767e-02, -1.2162e-02, 1.9128e-02, -1.1803e-02,\n", - " -1.3094e-02, 5.4059e-03, 7.5256e-03, -1.6706e-02, -1.1175e-02,\n", - " -4.4886e-03, 1.4461e-02, 3.4438e-03, 9.9061e-03, 8.4570e-04,\n", - " 1.9486e-02, 3.8481e-02, 9.9091e-02, -2.4139e-02, -9.7038e-02,\n", - " -3.3826e-02, -3.3439e-02, -3.8285e-02, 6.5657e-04, 2.4252e-02,\n", - " 2.7905e-02, 4.6977e-02, 2.3067e-02, 2.7335e-02, -5.9164e-02,\n", - " -6.4442e-02, -4.4503e-03, 7.3550e-02, -4.8044e-02, 4.7179e-02,\n", - " -3.5068e-02, -4.0177e-02, 1.5314e-02, -8.2233e-02, 4.5723e-02,\n", - " 8.6006e-03, 4.9618e-02, -6.0083e-02, 3.9260e-02, 4.6941e-02,\n", - " 1.1487e-02, -6.8596e-04, 6.7348e-02, 3.8878e-03, -1.7259e-02,\n", - " -2.5339e-03, -1.9751e-02, -2.8448e-02, -2.1539e-02, 3.1264e-02,\n", - " 2.1124e-02, -9.9252e-02, -8.6726e-02, 7.3809e-02, -3.9516e-02,\n", - " 1.6235e-02, 9.7411e-03, 3.6163e-03, -1.9727e-01, -2.6426e-02,\n", - " -9.6442e-05, 1.4349e-02, 3.1493e-02, -7.2925e-02, 4.3886e-02,\n", - " 1.9985e-02, -1.1151e-02, -4.1782e-02, 1.3295e-02, 3.4542e-03,\n", - " 1.5359e-02, -1.3519e-02, -3.0768e-02, -1.7065e-02, 6.0770e-02,\n", - " 1.6969e-02, -3.4620e-02, 9.7652e-05, 3.1085e-02, -1.5965e-02,\n", - " -2.1539e-02, -2.1644e-03, 2.8960e-02, -3.5984e-02, -8.1342e-03,\n", - " 3.6057e-02, -2.2793e-02, -1.9672e-02, -2.9090e-02, 3.5431e-02,\n", - " -2.3624e-02, -9.6392e-03, -2.4987e-02, -3.2483e-02, 3.2631e-02,\n", - " -6.9994e-02, 1.6960e-02, -3.1684e-02, -1.4028e-02, 5.0004e-02,\n", - " 5.2704e-02, -5.6163e-03, -9.7454e-03, -4.7823e-02, -1.6916e-02,\n", - " -2.1259e-02, -8.5757e-03, -4.2572e-02, -2.9214e-03, 1.4578e-02,\n", - " 1.9161e-02, 1.6954e-02, -3.7599e-02, 4.0396e-02, 2.0699e-02,\n", - " 3.0644e-02, 2.1945e-02, 2.6928e-02, 5.2830e-02, -9.6082e-04,\n", - " 4.2918e-02, -3.0401e-02, 4.6748e-02, 1.2633e-02, 3.3743e-02,\n", - " -1.4838e-02, -3.7299e-02, 2.0423e-02, 6.5335e-03, 4.3908e-02,\n", - " -7.2701e-03, 6.1146e-02, 2.8096e-02, -1.9686e-02, 5.1363e-02,\n", - " -1.7497e-02, -2.7402e-02, 1.2646e-02, -2.5128e-02, 2.5269e-02,\n", - " -2.4496e-02, 1.3720e-02, -3.4153e-02, 5.2877e-03, 5.9039e-02,\n", - " -7.3023e-03, -1.8562e-02, -3.6161e-03, -2.5558e-03, -1.0382e-02,\n", - " 5.5941e-02, -2.4566e-02, 2.9792e-02, -4.0358e-02, -1.0486e-02,\n", - " 3.4425e-03, 6.0001e-03, -4.6787e-03, -5.0171e-02, 6.4381e-03,\n", - " -1.4076e-02, -3.0895e-02, 4.9267e-02, -5.0866e-02, 3.2958e-03,\n", - " -2.1283e-02, -7.9040e-03, 1.0174e-02, 1.3314e-02, 1.3966e-02,\n", - " 9.6302e-03, -4.4003e-03, -3.7195e-02, -7.4637e-03, 1.1603e-03,\n", - " 6.8127e-04, -1.9699e-03, 1.1896e-02, -4.0133e-02, -5.4193e-02,\n", - " 9.1656e-03, 1.3773e-02, -5.1475e-02, -3.5159e-02, 8.0911e-04,\n", - " -3.8187e-02, 1.3997e-02, 7.6987e-03, 1.3982e-02, 8.5182e-03,\n", - " -2.8218e-02, -4.7071e-03, 3.9844e-02, 4.7860e-02, -1.5567e-02,\n", - " -5.1113e-02, 1.1397e-02, -1.0460e-03, 5.3374e-03, -1.3183e-02,\n", - " -1.5196e-02, -2.8377e-02, -1.1370e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.1682e-03, 1.7114e-02, -4.2015e-02, 1.6053e-02, 5.5206e-03,\n", - " 1.2398e-02, -3.8857e-02, 1.4218e-02, -3.8436e-02, -6.0461e-03,\n", - " 1.0518e-02, -3.8008e-03, 8.2730e-02, -5.0253e-02, -8.2319e-04,\n", - " 2.4500e-02, 5.7962e-02, 3.3557e-03, -9.2857e-03, -6.1569e-02,\n", - " -5.5369e-02, 1.9957e-02, -4.9295e-02, -4.3256e-02, 6.3680e-02,\n", - " -2.3462e-02, -6.5460e-02, 3.4453e-02, 9.1169e-03, -8.7127e-03,\n", - " 4.7004e-02, 1.4008e-02, -3.1792e-02, -1.3126e-02, -3.9164e-02,\n", - " 2.7636e-02, 5.5070e-02, -2.7689e-02, -2.7070e-02, -3.2774e-02,\n", - " -7.6846e-03, -9.7446e-03, 1.6454e-02, -4.1827e-02, 5.5575e-02,\n", - " -1.6922e-02, -2.9155e-03, 1.5373e-02, -5.8613e-03, -3.9867e-02,\n", - " 4.6919e-02, -1.6579e-02, -4.0867e-02, 5.2290e-02, 3.4847e-02,\n", - " 1.5470e-03, -2.7618e-02, -2.9590e-02, 6.1422e-03, -2.7016e-02,\n", - " 1.6940e-02, -1.0369e-02, 6.8363e-02, 9.7362e-03, -3.3459e-02,\n", - " -3.2050e-02, 1.2753e-03, 2.7524e-03, -3.2036e-02, 6.7715e-03,\n", - " 2.6514e-02, 2.9657e-03, 4.8196e-02, 3.4548e-02, -3.8673e-02,\n", - " 5.6559e-02, 5.6114e-02, -4.8309e-02, -6.2433e-02, -5.6554e-02,\n", - " 4.0897e-02, -1.7625e-02, -4.7130e-03, 4.2180e-02, 1.1039e-02,\n", - " -3.6266e-02, 2.5142e-02, -1.9122e-02, -2.0149e-02, 8.4182e-03,\n", - " -1.3079e-05, -2.8475e-02, -9.6176e-02, 4.8103e-02, 3.7304e-02,\n", - " 5.2388e-02, -3.2020e-02, 6.4328e-02, 1.7857e-02, 1.6639e-02,\n", - " -4.3483e-03, -3.0825e-02, -2.0179e-02, 3.0173e-02, -2.3613e-02,\n", - " 4.5759e-02, 1.8435e-03, -4.2385e-03, -2.3589e-02, -4.4164e-03,\n", - " -2.7010e-02, 1.5851e-02, -4.7079e-03, 1.6420e-02, -2.9377e-03,\n", - " 3.5449e-03, 5.0146e-03, 4.6836e-03, 2.8388e-03, -6.0080e-02,\n", - " -2.6699e-02, 8.6528e-02, 4.0314e-02, -5.0816e-02, -4.7188e-03,\n", - " 1.1102e-02, 3.1771e-02, -1.1086e-02, 2.1349e-02, 9.0097e-02,\n", - " 3.4234e-02, -2.9395e-02, -3.0610e-02, -5.1744e-02, -8.0754e-03,\n", - " 4.1233e-03, 1.4154e-02, -4.3715e-02, -1.7355e-02, 1.7755e-02,\n", - " 1.0515e-02, 5.0384e-02, -1.9795e-02, 1.1612e-02, -3.7271e-02,\n", - " 1.3389e-01, 3.3547e-02, 2.6917e-02, -4.6109e-02, -1.1315e-02,\n", - " -2.7259e-02, 1.1133e-02, -4.9370e-02, -1.4128e-02, 1.1872e-02,\n", - " -5.9913e-03, -6.5252e-03, -3.8546e-02, -3.7109e-02, -8.6873e-02,\n", - " -3.3686e-02, 1.5210e-03, 6.3231e-02, 2.8907e-02, -6.3891e-03,\n", - " -5.4834e-04, -3.3196e-02, 2.4233e-02, 1.5306e-01, 3.0672e-02,\n", - " -3.1392e-03, 1.4098e-02, -6.6130e-03, -3.5590e-02, -7.7817e-03,\n", - " 4.9158e-02, 1.5956e-02, -8.0133e-03, 5.5164e-02, -2.9539e-02,\n", - " -4.6426e-02, 4.6241e-04, 3.0254e-02, -4.0120e-02, -2.2454e-02,\n", - " 4.9335e-03, -3.5825e-02, -2.7740e-02, -4.1184e-02, -2.9709e-02,\n", - " 2.1167e-03, 3.2749e-02, -2.2323e-02, 3.5149e-02, 3.4116e-02,\n", - " -9.0082e-03, -2.1678e-02, -8.2497e-02, -3.8836e-02, 6.7183e-02,\n", - " 2.1283e-02, -7.4868e-02, -8.0474e-02, -7.0232e-02, -1.8266e-02,\n", - " -2.0561e-02, 2.8734e-02, -5.1589e-03, -1.0798e-02, 1.0718e-02,\n", - " -2.7628e-02, 3.4584e-02, 8.4294e-03, -5.4839e-02, -1.4621e-02,\n", - " 1.4274e-02, 1.5077e-02, 1.6358e-02, -1.0799e-01, 1.1274e-02,\n", - " 1.1935e-02, -9.7102e-03, -1.8987e-02, -6.8955e-04, -1.1655e-02,\n", - " -7.2401e-02, -2.4874e-02, 3.7058e-02, -1.0190e-02, 6.4350e-03,\n", - " -1.0554e-02, 1.3634e-02, -8.2221e-03, -4.4436e-04, -1.3850e-02,\n", - " -1.8811e-02, -3.4738e-02, 1.6779e-02, -2.0118e-02, 2.8015e-02,\n", - " -3.8576e-02, -3.5006e-02, 3.8499e-02, 1.1061e-02, 2.1659e-02,\n", - " 4.6896e-02, -6.4043e-02, -4.0181e-02, 3.0323e-02, 5.2757e-02,\n", - " -1.6273e-02, -4.4431e-02, 3.5344e-03, 5.8617e-03, -3.7496e-02,\n", - " -1.3260e-02, 1.2962e-02, 3.3633e-02, 2.0514e-02, 2.9042e-02,\n", - " 6.5698e-02, 1.7114e-02, -2.4795e-02, 4.6406e-02, -2.2783e-02,\n", - " -9.2694e-03, -4.6409e-03, 4.6949e-03, -1.7340e-03, 1.5204e-02,\n", - " -2.3004e-02, 9.0549e-03, 1.7093e-02, -7.4114e-03, 1.9042e-02,\n", - " -4.9026e-02, 9.2374e-03, 4.9461e-02, 3.9991e-02, 2.5957e-02,\n", - " -2.0101e-02, -2.7718e-02, -1.8323e-02, 2.7152e-02, 3.2198e-02,\n", - " -2.2927e-02, -1.3495e-02, -2.3995e-02, 2.1570e-02, 6.2473e-03,\n", - " -2.8982e-02, -8.1428e-03, 2.6270e-02, 7.7120e-03, -3.9417e-03,\n", - " -1.5246e-02, -4.2089e-02, -1.4875e-02, -1.1772e-02, -4.2774e-02,\n", - " 8.4955e-03, 3.2453e-02, 1.4093e-02, -1.0339e-02, -1.0089e-01,\n", - " -2.9378e-02, 1.9868e-02, 1.2488e-02, 7.7098e-01, -3.6843e-02,\n", - " -8.9806e-03, -7.0643e-02, 1.3369e-03, -4.8791e-03, -1.0563e-02,\n", - " 5.4610e-02, -1.7021e-02, -4.3901e-02, -1.2548e-02, -6.0630e-02,\n", - " -3.3152e-03, -2.7704e-02, -3.9000e-03, 4.4677e-02, 3.6807e-02,\n", - " -4.9541e-02, -8.3243e-02, 2.9820e-02, -1.8492e-02, -3.1563e-02,\n", - " 4.9943e-02, -1.1526e-01, 1.5800e-02, -1.6477e-02, 3.9237e-02,\n", - " -1.4192e-02, 1.2691e-02, -8.3672e-03, 1.2062e-02, 6.5407e-03,\n", - " 1.4067e-02, -3.1209e-02, -5.7199e-02, 8.9149e-03, -7.3249e-03,\n", - " 1.2709e-02, -3.5957e-02, -1.0621e-02, 3.9266e-03, 1.6087e-02,\n", - " 2.7056e-02, -2.3173e-02, 1.5635e-02, -1.0932e-01, 9.6848e-03,\n", - " 8.9795e-03, -4.7885e-04, 2.6287e-02, -1.2130e-02, -4.7840e-02,\n", - " 2.0046e-02, -3.0903e-02, -1.0573e-02, -7.2084e-03, -3.0420e-02,\n", - " 2.7998e-02, -5.8862e-02, -6.1368e-02, -2.4216e-02, 6.6708e-04,\n", - " 9.5837e-03, 2.6924e-02, -3.4168e-02, 1.9817e-02, -9.9940e-03,\n", - " 1.3309e-02, 1.3638e-02, 2.4425e-02, 3.8465e-02, -1.1371e-02,\n", - " 2.7942e-03, 6.7753e-02, -4.4799e-02, 5.5291e-02, -1.3437e-02,\n", - " 3.7427e-02, 2.1493e-02, -2.4881e-02, 1.8626e-02, -5.3888e-02,\n", - " 1.6360e-02, -5.5693e-02, 2.6934e-03, -4.5277e-02, -2.2150e-02,\n", - " 2.5483e-04, 3.1951e-02, 4.5933e-02, 9.5242e-03, 1.4755e-02,\n", - " 4.2360e-02, 2.9505e-02, -2.4884e-04, 1.8976e-02, -7.2258e-04,\n", - " 2.7788e-02, 2.6093e-03, -2.8107e-02, 6.7490e-03, 1.4593e-02,\n", - " 2.2327e-02, 2.0749e-02, 1.4687e-02, 2.1493e-02, -4.4640e-02,\n", - " 7.4014e-03, -1.7118e-02, 9.2634e-03, 2.4693e-02, -9.2049e-02,\n", - " 4.3137e-02, 7.4969e-02, -1.8536e-02, 3.1674e-03, 5.6374e-02,\n", - " -3.6609e-02, -2.7793e-02, -4.3964e-02, 1.0216e-02, -7.7068e-02,\n", - " 3.0970e-02, 1.3029e-02, 2.6630e-02, 2.2237e-03, -1.6537e-02,\n", - " -7.8433e-03, 1.4893e-02, 2.9358e-02, -1.1506e-03, -5.3644e-02,\n", - " 3.1352e-02, -8.0870e-03, 1.1797e-02, 5.6196e-02, 1.7432e-02,\n", - " 2.2682e-02, 1.5330e-02, -1.1635e-02, 4.0101e-02, 4.0584e-02,\n", - " -1.1991e-02, 1.6056e-02, -7.2015e-03, -8.0303e-03, 6.2807e-03,\n", - " 3.1724e-02, 1.9677e-02, -2.9623e-02, -1.4072e-02, 1.0977e-02,\n", - " -1.4972e-02, 6.0567e-02, -2.8509e-03, -2.0423e-03, 5.8838e-02,\n", - " -3.3562e-02, 3.6676e-03, 2.8724e-02, -1.9033e-02, 6.8902e-02,\n", - " -6.5260e-03, 1.8910e-03, 2.7656e-03, 3.5710e-02, -5.5687e-03,\n", - " 7.8519e-03, -4.1717e-02, -3.0686e-02, 4.2375e-02, -9.7851e-03,\n", - " 7.3940e-03, -3.8911e-02, 7.7958e-02, -2.5988e-02, 1.9308e-02,\n", - " -2.2991e-02, -2.5093e-02, -2.9440e-02, 4.0855e-02, -6.5005e-02,\n", - " -6.2882e-03, 6.1573e-03, -6.8227e-02, 1.4109e-02, 1.3023e-02,\n", - " 1.6193e-02, -9.5492e-02, 1.5198e-02, -9.3613e-03, -9.9091e-03,\n", - " 3.4840e-03, -1.9381e-02, 1.2621e-02, -5.0171e-02, 2.3001e-02,\n", - " -1.6324e-02, -2.5441e-02, 2.8297e-03, 1.5764e-02, -1.5365e-02,\n", - " -1.5662e-02, -1.8545e-03, 4.0569e-02, -4.1929e-04, 2.0080e-02,\n", - " -5.0738e-02, 4.6124e-03, -8.1230e-03, 5.0966e-03, -3.7572e-03,\n", - " -1.9588e-03, -3.9027e-02, 1.2982e-02, 2.2939e-02, -1.5006e-02,\n", - " 3.7945e-02, -1.8364e-03, -2.4612e-02, -1.2717e-02, -2.2951e-02,\n", - " 5.1928e-02, 1.7221e-02, -2.6606e-02, -4.3459e-02, 1.2560e-03,\n", - " -5.3281e-03, -3.0199e-02, -3.0200e-02, 8.2619e-03, 7.7825e-03,\n", - " 6.4386e-03, 1.4919e-02, 2.4662e-02, -1.2005e-02, 4.0691e-03,\n", - " 7.7119e-02, 4.4028e-02, 1.5916e-02, 4.2260e-03, -1.1859e-02,\n", - " 3.2299e-03, 8.5370e-02, 2.7066e-02, 9.1669e-04, 3.0488e-02,\n", - " 1.3043e-02, 1.4187e-02, 2.9486e-02, -1.9860e-02, 3.0017e-03,\n", - " -8.5086e-03, 2.2925e-02, 2.0662e-02, 2.3246e-02, -2.9678e-02,\n", - " -1.9658e-02, -4.7315e-03, 3.9793e-02, -3.3063e-03, 2.0819e-02,\n", - " -4.4485e-03, 4.0174e-02, 5.2218e-02, 6.9539e-02, 2.0808e-02,\n", - " -7.1788e-04, 2.0165e-02, -3.9593e-03, -6.8602e-03, 3.0855e-02,\n", - " 1.8093e-02, 3.2323e-03, -2.3715e-02, -2.1794e-02, 3.4128e-02,\n", - " 5.0360e-03, -6.9567e-02, 1.2807e-03, 4.1413e-02, 3.7234e-02,\n", - " -2.8687e-02, 1.5472e-02, -1.0079e-02, 1.5805e-02, 3.2067e-02,\n", - " 2.0517e-02, -1.6954e-02, 2.5452e-02, -2.3129e-02, -2.0042e-02,\n", - " 1.0423e-03, 1.0297e-02, 4.1556e-02, 3.2037e-03, -4.5724e-02,\n", - " -1.0613e-01, -2.3897e-02, 7.8736e-02, -2.8805e-03, 5.3093e-02,\n", - " -2.8744e-02, 5.6858e-02, 1.9942e-02, -5.1347e-02, -2.1814e-02,\n", - " 2.7876e-02, 1.9576e-02, -2.7549e-03, 4.3529e-02, 2.5382e-02,\n", - " -3.5662e-02, -4.9739e-03, -2.3017e-03, -2.2178e-02, -1.7660e-02,\n", - " -1.2280e-02, -2.8503e-02, -4.2838e-02, -5.3207e-03, -5.7340e-03,\n", - " -7.2650e-02, -6.3663e-02, 6.2727e-02, -3.6177e-02, -1.0716e-02,\n", - " 2.4669e-02, 3.9913e-03, 4.5764e-03, -6.9569e-02, 2.2785e-02,\n", - " 6.8501e-03, -3.5266e-02, 1.4130e-02, -9.0566e-02, 3.9843e-02,\n", - " -2.5987e-02, 8.2436e-03, -1.0220e-03, 7.9474e-02, 2.7852e-02,\n", - " 1.4907e-02, -1.5561e-02, -1.7826e-02, 5.6604e-02, -3.2992e-03,\n", - " -3.6688e-02, 4.7317e-02, 1.1485e-02, 2.1713e-02, 4.6875e-02,\n", - " -5.2991e-02, 6.2451e-03, -3.1465e-02, 3.8005e-02, -2.4841e-02,\n", - " -9.0695e-03, -1.8962e-02, 8.2102e-04, -3.1322e-02, 1.3349e-02,\n", - " -1.0046e-01, -3.7687e-02, 2.1363e-02, -1.2040e-03, 9.1451e-03,\n", - " -6.2732e-03, -3.2279e-02, -1.7498e-02, 1.1292e-02, 1.7507e-02,\n", - " -2.7286e-02, 6.2036e-03, -7.6828e-03, 6.8884e-03, 1.6963e-02,\n", - " 5.0557e-02, -6.4522e-02, -1.3841e-02, 1.7596e-02, 8.6085e-03,\n", - " -4.0150e-03, -2.7613e-02, 2.3232e-03, 1.0174e-02, 3.8290e-02,\n", - " -2.0112e-02, 4.1124e-03, -2.4282e-02, 2.4002e-02, -9.4768e-03,\n", - " -1.5401e-02, -1.1369e-02, 2.4107e-02, -3.0493e-02, -3.2196e-02,\n", - " -3.5803e-02, -2.0168e-02, 4.1227e-03, 3.2780e-02, 1.7654e-03,\n", - " 8.1757e-02, 1.3525e-03, 1.5755e-02, 3.1696e-02, 1.3814e-02,\n", - " -9.7093e-03, -2.1376e-02, -6.8283e-04, 6.2189e-03, -6.9530e-03,\n", - " 3.1356e-02, -2.8537e-02, -4.5527e-02, 1.0553e-02, 5.1624e-02,\n", - " 5.2369e-03, 5.6613e-02, -2.8112e-03, 4.5844e-02, 7.0298e-03,\n", - " -1.5992e-04, -1.6816e-02, -4.1234e-02, -2.1367e-02, -3.2719e-02,\n", - " 2.4947e-02, -3.2470e-02, -4.0703e-03, 7.9693e-03, -2.4743e-02,\n", - " 2.6615e-03, -4.5772e-02, -2.0880e-03, 3.5623e-02, 2.2286e-03,\n", - " -5.1267e-02, -3.4819e-02, -5.5968e-02, 5.3673e-04, 8.1907e-03,\n", - " -2.1552e-02, -1.4526e-02, -2.4518e-02, -6.6262e-03, 5.4865e-02,\n", - " 1.8691e-02, 4.2113e-02, 1.6093e-03, 3.8698e-02, 6.7356e-03,\n", - " -4.2735e-02, 1.5142e-02, -2.1660e-02, -1.7004e-02, 4.0723e-02,\n", - " -5.1226e-03, -5.1371e-03, -2.3706e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8908, 0.8788, 0.8164, 0.8048, 0.9654, 0.8963, 0.8816, 0.8757, 0.8651,\n", - " 0.8503, 0.7664, 0.7568, 0.7937, 0.7722, 0.8678, 0.8452, 0.7927, 0.7914,\n", - " 0.9183, 0.8864, 0.9019, 0.8231, 0.8737, 0.9217, 0.7941, 0.9489, 0.7704,\n", - " 0.8952, 0.8165, 0.8367, 0.8928, 0.7792, 0.9094, 0.8905, 0.8767, 0.8622,\n", - " 0.9040, 0.8477, 0.8894, 0.9514, 0.8804, 0.9021, 0.9087, 0.8814, 0.8505,\n", - " 0.8007, 0.9343, 0.8689, 0.9156, 0.8826, 0.8891, 0.8573, 0.9496, 0.7666,\n", - " 0.8615, 0.7722, 0.8453, 0.7536, 0.8582, 0.7698, 0.8772, 0.7749, 0.6608,\n", - " 0.8216, 0.8478, 0.8528, 0.8442, 0.8817, 0.8462, 0.9146, 0.9024, 0.9180,\n", - " 0.8691, 0.7560, 0.9035, 0.7610, 0.8606, 0.7004, 0.7597, 0.8067, 0.8652,\n", - " 0.9091, 0.9170, 0.8574, 0.7027, 0.8067, 0.8134, 0.8344, 0.8666, 0.9005,\n", - " 0.8231, 0.8854, 1.0371, 0.8027, 0.8288, 0.7859, 0.6780, 0.8018, 0.8596,\n", - " 0.8926, 0.9100, 0.9256, 0.8634, 0.8238, 0.7748, 0.6194, 0.8344, 0.8917,\n", - " 0.8711, 0.7706, 0.8724, 0.8399, 0.7956, 0.8823, 0.8686, 0.7918, 0.8294,\n", - " 0.8789, 0.8905, 0.8331, 0.8492, 0.7266, 0.8159, 0.7940, 0.6938, 0.8148,\n", - " 0.8577, 0.7830, 0.8516, 0.8245, 0.8907, 0.8240, 0.6747, 0.8707, 0.8536,\n", - " 0.8959, 0.8640, 0.7483, 0.8731, 0.6711, 0.9239, 0.9064, 0.8956, 0.9171,\n", - " 0.8029, 0.8463, 0.8880, 0.8416, 0.8722, 0.8806, 0.7999, 0.8578, 0.7188,\n", - " 0.8973, 0.8984, 0.8117, 0.8624, 0.8186, 0.8781, 0.6559, 0.8868, 0.8851,\n", - " 0.7878, 0.9152, 0.8266, 0.9007, 0.8710, 0.7917, 0.8624, 0.8765, 0.8728,\n", - " 0.8460, 0.7989, 0.8973, 0.9258, 0.8109, 0.7471, 0.8387, 0.8069, 0.8431,\n", - " 0.8429, 0.8901, 0.8488, 0.8992, 0.8999, 0.8551, 0.9280, 0.8629, 0.8911,\n", - " 0.8487, 0.8864, 0.9773, 0.9304, 0.8316, 0.8771, 0.8801, 0.8869, 0.8117,\n", - " 0.8275, 0.7544, 0.8871, 0.8603, 0.6859, 0.7912, 0.8320, 0.8471, 0.8507,\n", - " 0.7920, 0.8711, 0.8214, 0.7989, 0.8993, 0.8374, 0.8499, 0.8509, 0.6132,\n", - " 0.6951, 0.9149, 0.7354, 0.8341, 0.8751, 0.8963, 0.8635, 0.7770, 0.8539,\n", - " 0.7097, 0.7930, 0.8162, 0.8697, 0.9053, 0.8251, 0.8822, 0.8428, 0.8770,\n", - " 0.8609, 0.8360, 0.8552, 0.7617, 0.8873, 0.7741, 0.8112, 0.8678, 0.8439,\n", - " 0.7749, 0.7968, 0.6860, 0.7877, 0.8312, 0.8163, 0.7448, 0.8139, 0.9919,\n", - " 0.8192, 0.8435, 0.8946, 0.8531, 0.8369, 0.8194, 0.7870, 0.8148, 0.8991,\n", - " 0.8371, 0.8928, 0.8408, 0.7998, 0.7640, 0.8475, 0.8149, 0.8343, 0.9014,\n", - " 0.8460, 0.8532, 0.8335, 0.8171, 0.8946, 0.8827, 0.7228, 0.8371, 0.8271,\n", - " 0.8711, 0.7799, 0.8890, 0.8948, 0.7150, 0.8847, 0.7962, 0.8817, 0.9214,\n", - " 0.8282, 0.8916, 0.8238, 0.7211, 0.8743, 0.8313, 0.8848, 0.7219, 0.6998,\n", - " 0.9251, 0.8599, 0.8724, 0.9042, 0.8620, 0.8663, 0.8632, 1.0249, 0.8289,\n", - " 0.8143, 0.9038, 1.3370, 0.8474, 0.7927, 0.6685, 0.8016, 0.8646, 0.8719,\n", - " 0.8014, 0.8917, 0.8774, 0.8691, 0.6290, 0.8708, 0.8092, 0.8343, 0.8830,\n", - " 0.8786, 0.8668, 0.7881, 0.8862, 0.8787, 0.8580, 0.7634, 0.6533, 0.8373,\n", - " 0.9250, 0.9081, 0.8397, 0.8398, 0.8995, 0.8849, 0.8411, 0.7698, 0.9235,\n", - " 0.7673, 0.8548, 0.7791, 0.6511, 0.9051, 0.8719, 0.8421, 0.9104, 0.8582,\n", - " 0.8966, 0.8828, 0.6337, 0.8788, 0.8649, 0.8321, 0.8038, 0.8214, 0.8364,\n", - " 0.8936, 0.8064, 0.8134, 0.8003, 0.8533, 0.8695, 0.7749, 0.8725, 0.8836,\n", - " 0.8074, 0.8631, 0.8339, 0.9178, 0.8650, 0.8996, 0.9094, 0.8760, 0.8360,\n", - " 0.8272, 0.9241, 0.8695, 3.3955, 0.8705, 0.9307, 0.8362, 0.8600, 0.8674,\n", - " 0.9013, 0.8620, 0.8814, 0.8066, 0.8540, 0.8729, 0.8042, 0.8855, 0.8820,\n", - " 0.8643, 0.8228, 0.8592, 0.9016, 0.8140, 0.7394, 0.7688, 0.8432, 0.7460,\n", - " 0.8320, 0.8900, 0.8326, 0.8837, 0.8803, 0.8304, 0.8520, 0.8970, 0.8736,\n", - " 0.8414, 0.7892, 0.8245, 0.8396, 0.8649, 0.7499, 0.8315, 0.7823, 0.8751,\n", - " 0.7950, 0.8506, 0.8596, 0.8398, 0.8522, 0.8790, 0.7818, 0.8682, 0.8193,\n", - " 0.8768, 0.7926, 0.8768, 0.9270, 0.8686, 0.8125, 0.8756, 0.8695, 0.8302,\n", - " 0.8992, 0.8179, 0.6337, 0.8627, 0.8705, 0.9479, 0.8082, 0.8865, 0.8142,\n", - " 0.8899, 0.8872, 0.9221, 0.8657, 0.9245, 0.8903, 0.8326, 0.8639, 0.7905,\n", - " 0.8835, 0.8553, 0.7531, 0.8894, 0.8985, 0.8819, 0.7673, 0.7294, 0.8140,\n", - " 0.7866, 0.8018, 0.9243, 0.7718, 0.8411, 0.8732, 0.7769, 0.8354, 0.8183,\n", - " 0.8826, 0.8527, 0.8261, 0.8701, 0.8735, 0.6823, 0.8464, 0.8214, 0.8574,\n", - " 0.8139, 0.8448, 0.8107, 0.8711, 0.8859, 0.8486, 0.8124, 0.9055, 0.8704,\n", - " 0.8226, 0.6548, 0.7979, 0.8874, 0.8145, 0.7870, 0.8673, 0.7866, 0.8187,\n", - " 0.7935, 0.8874, 0.8211, 0.8397, 0.8894, 0.8631, 0.7687, 0.7802, 0.8299,\n", - " 0.8466, 0.8492, 0.8821, 0.8843, 0.6359, 0.9250, 0.8460, 0.8857, 0.7897,\n", - " 0.9135, 0.8448, 0.8255, 0.8548, 0.8158, 0.8644, 0.8687, 0.7091, 0.8403,\n", - " 0.7895, 0.8971, 0.8605, 0.8955, 0.7915, 0.8699, 0.8484, 0.7965, 0.9194,\n", - " 0.7932, 0.7071, 0.8655, 0.8113, 0.8930, 0.9162, 0.8680, 0.8283, 0.8483,\n", - " 0.8693, 0.8951, 0.7679, 0.8522, 0.8959, 0.8939, 0.8475, 0.8574, 0.7872,\n", - " 0.8984, 0.8715, 0.8784, 0.8214, 0.8416, 0.9117, 0.8196, 0.8597, 0.7963,\n", - " 0.8704, 0.8504, 0.8727, 0.8340, 0.8597, 0.8509, 0.6890, 0.8435, 0.8476,\n", - " 0.8708, 0.6328, 0.9185, 0.8723, 0.8200, 0.8756, 0.8918, 0.8217, 0.8699,\n", - " 0.8485, 0.9967, 0.8811, 0.7856, 0.8631, 0.8897, 0.8498, 0.9262, 0.8388,\n", - " 0.7901, 0.8331, 0.8688, 0.8569, 0.8537, 0.8365, 0.8182, 0.8942, 0.8866,\n", - " 0.8463, 0.8869, 0.8394, 0.9231, 0.7984, 0.8740, 0.8726, 0.8353, 0.7919,\n", - " 0.8872, 0.7689, 0.6218, 0.8400, 0.7966, 0.9079, 0.8769, 0.7981, 0.7941,\n", - " 0.8575, 0.8995, 0.8624, 0.8585, 0.8805, 0.9133, 0.8333, 0.8086, 0.9206,\n", - " 0.8325, 0.7797, 0.8181, 0.8854, 0.8561, 0.8234, 0.8734, 0.8858, 0.7785,\n", - " 0.8895, 0.8619, 0.8108, 0.8599, 0.7322, 0.8980, 0.8275, 0.8324, 0.8470,\n", - " 0.8063, 0.8376, 0.9021, 0.8721, 0.8379, 0.8141, 0.6811, 0.8273, 0.7728,\n", - " 0.8397, 0.8688, 0.8014, 0.8723, 0.9012, 0.8971, 0.9158, 0.8628, 0.8225,\n", - " 0.8963, 0.8268, 0.8531, 0.7969, 0.6276, 0.8526, 0.8314, 0.8010, 0.8807,\n", - " 0.8678, 0.8879, 0.8922, 0.9053, 0.8772, 0.8971, 0.8988, 0.8562, 0.8525,\n", - " 0.8877, 0.8507, 0.7839, 0.8583, 0.8941, 0.8664, 0.8485, 0.8495, 0.8426,\n", - " 0.8950, 0.8668, 0.8842, 0.8485, 0.7265, 0.8237, 0.6463, 0.9183, 0.8831,\n", - " 0.8201, 0.8409, 0.8950, 0.7923, 0.8142, 0.8448, 0.8879, 0.8663, 0.7791,\n", - " 0.8568, 0.8015, 0.8253, 0.8048, 0.9013, 0.8313, 0.8361, 0.8892, 0.8230,\n", - " 0.7587, 0.8609, 0.8843, 0.8487, 0.8526, 0.8886, 0.8225, 0.8283, 0.8455,\n", - " 0.8859, 0.8674, 0.8982, 0.8950, 0.9144, 0.8502, 0.8186, 0.8886, 0.8253,\n", - " 0.8982, 0.7530, 0.8619, 0.8681, 0.9076, 0.8465, 0.7898, 0.8664, 0.8131,\n", - " 0.8316, 0.8657, 0.8760, 0.9139, 0.8908, 0.8030, 0.8493, 0.8637, 0.7874,\n", - " 0.8309, 0.8933, 0.8474, 0.7458, 0.8771, 0.8393, 0.8172, 0.8739, 0.8716,\n", - " 0.7530, 0.8105, 0.9045], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.8413e-02, -1.4685e-02, 9.7925e-02, -2.3285e-01, 2.7856e-01,\n", - " -9.1128e-02, 8.8250e-02, 1.3665e-01, -2.8131e-02, -1.0412e-01,\n", - " -1.0079e-01, 7.0019e-02, -6.4326e-02, 8.9503e-02, -4.9994e-02,\n", - " 8.9974e-02, -2.7961e-02, 7.5033e-03, -8.2368e-02, 8.2457e-02,\n", - " 2.0410e-01, -1.3862e-01, 8.6699e-02, 4.0604e-01, -4.0876e-02,\n", - " 1.9091e-01, 1.2762e-01, -1.3673e-01, -2.1507e-01, 2.0646e-04,\n", - " -4.1168e-03, 3.3988e-02, 1.4856e-01, -1.5327e-01, 6.1553e-02,\n", - " -3.2388e-02, -2.4307e-01, 1.2527e-01, 1.5861e-01, -2.6779e-01,\n", - " -1.2452e-01, -8.5194e-02, 7.9765e-02, 1.0477e-01, -5.1023e-02,\n", - " -1.9498e-01, -1.9637e-02, -9.9008e-02, -2.9685e-02, -1.3916e-02,\n", - " -1.6059e-01, -1.0926e-01, 1.9204e-01, -3.1858e-01, 5.9194e-02,\n", - " 6.8880e-02, 5.2595e-02, -1.8563e-01, -3.1860e-02, -1.3400e-03,\n", - " -8.5109e-02, 1.1847e-01, -1.0633e-01, -1.0766e-01, -2.0041e-02,\n", - " 1.0122e-01, -9.5441e-02, -2.5757e-02, -2.1580e-02, -1.7249e-01,\n", - " -1.9299e-01, 6.0964e-02, -1.0986e-01, -1.3449e-01, 7.8948e-02,\n", - " -4.2720e-02, -1.0930e-01, 1.0152e-01, 1.5338e-02, 4.7844e-02,\n", - " -6.2282e-02, 1.5118e-02, 1.0789e-01, 1.5356e-01, -4.9561e-02,\n", - " -2.2780e-01, -9.9362e-04, -4.3155e-02, -4.5890e-02, 4.2127e-02,\n", - " -8.4693e-02, -2.2918e-01, 6.2738e-01, -6.6771e-02, 9.6695e-02,\n", - " -1.0027e-01, 2.3973e-01, -1.1050e-01, -5.8350e-02, -8.1114e-02,\n", - " 1.7023e-02, 7.5210e-02, -2.6273e-02, -5.0015e-02, 4.9011e-02,\n", - " 6.9222e-03, -8.5743e-02, -1.1984e-01, -8.1934e-02, -2.8638e-02,\n", - " -1.6781e-01, -8.9566e-03, -2.9742e-01, -1.1436e-01, -2.5355e-02,\n", - " 1.9245e-02, 3.0905e-02, -1.3231e-02, -1.7387e-01, 9.1912e-02,\n", - " -9.6294e-02, -1.4875e-01, -6.4018e-02, 6.9584e-02, 1.2863e-01,\n", - " -2.5615e-01, -6.9177e-02, 2.2179e-01, -1.2918e-01, -3.0907e-02,\n", - " -1.0416e-01, 1.4877e-01, -1.5592e-01, -1.0273e-01, -8.2931e-02,\n", - " -7.2520e-02, 3.3927e-03, 8.0055e-02, -1.3827e-01, -1.8813e-01,\n", - " -1.0798e-01, -3.1946e-02, 1.4345e-02, 5.4373e-02, -8.5776e-03,\n", - " -4.9808e-01, -7.0646e-02, 2.9841e-02, -8.7338e-02, 2.3898e-01,\n", - " 1.0324e-01, 1.7185e-01, -9.4743e-02, 8.1135e-02, -8.8625e-03,\n", - " 5.8927e-02, 1.0045e-01, 1.8999e-01, 4.9619e-02, -2.1625e-01,\n", - " 9.8230e-03, -1.5053e-01, -8.8393e-02, 5.1734e-02, -1.7297e-02,\n", - " 5.9621e-02, 1.6417e-01, -2.6357e-02, -4.6794e-01, -1.6534e-01,\n", - " -1.6453e-01, -6.0327e-02, -1.0038e-01, 2.1235e-01, -2.4608e-02,\n", - " 2.2982e-01, 5.4501e-03, 1.4479e-01, 1.6694e-01, -5.9400e-02,\n", - " -1.0492e-02, -1.8781e-02, -1.2721e-01, 1.2032e-01, 8.6587e-02,\n", - " -7.8543e-02, 1.3054e-01, 1.7380e-01, 5.6252e-02, 9.5063e-02,\n", - " -6.2605e-03, -3.0282e-01, 2.1641e-01, -3.5409e-02, 1.0196e-01,\n", - " 8.1524e-02, -2.2450e-02, 1.9720e-01, 2.9872e-02, -1.1372e-01,\n", - " -2.1850e-01, 4.2091e-02, 1.3902e-01, 8.0194e-02, -1.5349e-01,\n", - " 1.2549e-01, 6.1810e-02, -1.4126e-01, 5.3815e-02, 9.5186e-02,\n", - " -6.1146e-02, -9.5448e-02, 6.6996e-03, 1.8820e-01, 7.1465e-02,\n", - " -7.1717e-02, -2.0179e-01, -8.3425e-02, 1.6248e-01, -1.1953e-01,\n", - " -6.5946e-02, 2.0023e-01, -4.7521e-02, 6.1980e-02, -1.0993e-01,\n", - " 2.2824e-01, 5.7869e-02, -2.0957e-01, 2.6353e-02, -5.2742e-02,\n", - " -2.4369e-03, -3.0650e-02, 7.4169e-02, -1.0147e-02, -7.8982e-04,\n", - " 1.6888e-01, -1.4766e-02, -1.9214e-01, 1.4586e-02, -2.0228e-01,\n", - " 1.2323e-02, 1.0994e-01, -1.7867e-01, 2.2628e-02, -4.5112e-03,\n", - " -6.5385e-02, -1.1412e-01, 6.0078e-02, -1.9050e-01, -2.2420e-01,\n", - " -3.2391e-02, 4.2866e-01, 4.1080e-02, -6.4562e-02, 9.0099e-03,\n", - " -6.6397e-02, -3.8664e-01, -4.6759e-03, 3.3033e-02, -8.0993e-02,\n", - " -7.8662e-03, -1.3730e-01, 1.7759e-02, 7.2331e-03, -9.2599e-02,\n", - " -1.1557e-01, -5.1022e-02, 2.6566e-02, 7.4261e-02, -4.8146e-02,\n", - " 9.9368e-03, -1.8030e-02, -1.1669e-01, 1.0394e-01, -3.5411e-02,\n", - " 8.9891e-02, -1.3748e-01, -1.5533e-01, -1.6918e-01, -1.2368e-01,\n", - " 9.7652e-02, 1.2463e-02, -1.0896e-01, -2.4045e-01, -2.4022e-01,\n", - " 1.0053e-01, 1.2797e-01, 1.9155e-01, 2.8814e-02, -1.7075e-02,\n", - " 6.6131e-02, -1.4223e-01, -9.9026e-02, -4.1128e-02, 9.7625e-02,\n", - " -6.7123e-02, -8.0236e-03, 2.8599e-01, 6.3024e-02, -2.4517e-02,\n", - " -3.7168e-02, 7.8311e-02, -1.4959e-01, 8.9837e-02, 3.1989e-01,\n", - " -3.9809e-02, -8.7327e-02, -6.4228e-02, -1.1159e+00, 7.2103e-03,\n", - " -6.4932e-02, -9.3647e-02, 1.1436e-01, 3.0608e-02, -9.0261e-02,\n", - " 2.1614e-02, 4.2796e-02, -1.9691e-02, -1.6561e-01, 1.4114e-03,\n", - " -2.4439e-01, 5.8508e-02, 1.3969e-01, -2.9009e-01, -1.3038e-01,\n", - " 1.0303e-01, -7.1625e-02, -1.8464e-01, -3.9552e-02, -9.8607e-02,\n", - " -4.6643e-02, -5.9559e-02, 7.7511e-02, 6.5654e-02, -6.9893e-02,\n", - " 5.0171e-02, -6.8154e-02, -1.6579e-01, -3.8187e-02, -7.3564e-02,\n", - " -3.9211e-02, -2.9803e-02, 1.4025e-01, -4.5741e-02, 3.0368e-02,\n", - " -1.9968e-02, 5.6872e-02, -1.0294e-01, -1.7294e-01, -2.3538e-01,\n", - " -1.7551e-01, 1.8185e-02, 4.8804e-02, 3.8119e-03, -1.7166e-02,\n", - " -4.5914e-02, 1.1703e-01, 8.3309e-02, -1.3071e-02, 6.3116e-02,\n", - " 2.2611e-02, 6.7043e-02, -8.9732e-03, 1.9178e-02, 1.8123e-02,\n", - " -8.4349e-02, -6.6815e-02, 1.3596e-01, -1.1523e-01, -1.4107e-01,\n", - " -8.0859e-02, -7.0844e-02, 3.7028e-02, -4.4255e-02, -1.8313e-01,\n", - " -7.2192e-03, 2.1698e-02, -1.4655e-01, -1.9548e-01, 6.9601e-02,\n", - " -2.3097e-02, -1.3960e+00, 5.7968e-02, -2.1191e-01, 7.7244e-02,\n", - " -1.2873e-01, -3.1151e-01, 7.3383e-02, -8.4914e-02, -3.3021e-02,\n", - " 1.0113e-01, 5.9477e-02, 1.3377e-01, -1.0959e-01, 3.5372e-02,\n", - " -4.0199e-02, -1.7281e-01, -2.1721e-01, 6.9882e-02, -1.0425e-01,\n", - " -9.5598e-02, -1.7582e-01, 1.5404e-01, -1.3261e-01, -6.3073e-02,\n", - " -1.2300e-01, 5.1205e-02, -1.1124e-01, 1.4006e-01, -1.5453e-01,\n", - " -1.1277e-01, -6.3515e-02, -5.4086e-03, -1.1250e-03, -1.5718e-01,\n", - " 4.9910e-02, -5.2535e-02, -2.8268e-02, 8.2641e-02, 3.6361e-02,\n", - " -1.5047e-01, -1.7742e-01, 4.1598e-02, -8.0393e-03, -2.1642e-01,\n", - " 1.8160e-01, 3.9809e-02, -2.1557e-01, -2.3357e-01, 1.1748e-01,\n", - " 7.5901e-02, -2.5071e-01, -2.2760e-01, 2.4158e-01, -1.9920e-01,\n", - " 1.0629e-01, -2.0799e-01, -4.2341e-02, -1.6591e-01, -5.0407e-02,\n", - " 5.1418e-02, 4.5848e-02, 1.5719e-01, -1.2281e-01, 1.6653e-02,\n", - " -3.8105e-02, -2.1069e-01, 4.5201e-02, -8.0104e-02, -2.3977e-01,\n", - " -1.7001e-02, -6.8664e-02, 1.1687e-01, -1.5591e-01, 9.1707e-02,\n", - " 3.4915e-02, -1.2525e-01, 1.2920e-01, -9.6741e-02, -1.1362e-01,\n", - " 3.5749e-02, -2.4381e-01, -9.8565e-02, 1.2220e-01, 9.5467e-02,\n", - " -1.1720e-01, -6.3551e-02, -1.0808e-01, 3.6753e-02, -1.1724e-02,\n", - " 3.6011e-02, -1.2097e-01, -7.9562e-02, -5.0209e-02, -3.0134e-02,\n", - " -7.5588e-02, -1.4164e-01, 7.5756e-02, -1.9803e-01, -1.0804e-01,\n", - " 1.0304e-01, 1.6737e-01, -1.6566e-01, 4.6699e-04, -5.1747e-02,\n", - " -1.3254e-03, 9.3415e-02, 8.7815e-02, -2.1817e-01, -3.3234e-02,\n", - " -6.0532e-02, -1.2367e-04, 4.5735e-02, -1.9991e-02, -1.6754e-02,\n", - " -7.4464e-02, 4.6651e-02, 2.7128e-02, -7.9539e-02, 1.0701e-02,\n", - " 1.1578e-01, 1.1617e-01, -4.8222e-02, -2.4963e-02, -2.9761e-02,\n", - " 3.9485e-02, -1.1065e-01, -5.3894e-02, -1.4495e-01, 4.0127e-02,\n", - " -1.4562e-01, -5.6944e-02, -3.2598e-02, -1.1129e-01, -1.0191e-01,\n", - " 2.5794e-01, -6.5729e-02, -2.2104e-02, -2.3917e-01, 8.3269e-02,\n", - " -1.1649e-01, 2.9953e-01, 9.9733e-02, -1.2288e-01, 2.8718e-02,\n", - " -2.7494e-02, 2.1160e-02, -7.0543e-02, 8.0848e-02, 1.1905e-01,\n", - " -8.9125e-03, -1.6610e-01, -6.5870e-02, -7.9934e-02, 7.0267e-02,\n", - " -1.0885e-01, -5.3426e-02, 8.2237e-04, 4.8007e-02, -3.0076e-01,\n", - " -1.0827e-02, 1.0854e-02, -1.3745e-01, -1.3607e-03, -1.3428e-01,\n", - " -4.4595e-01, -2.2266e-01, -7.2535e-02, 2.4056e-01, 1.8615e-01,\n", - " -3.3728e-02, -9.5504e-02, 7.1057e-03, 5.9112e-02, -3.1857e-02,\n", - " -6.0401e-02, 1.2101e-02, 9.3061e-02, 7.1677e-02, -5.6540e-02,\n", - " -6.9476e-02, -1.7546e-01, -6.1857e-02, -5.5901e-02, -1.4457e-01,\n", - " 5.0644e-02, 1.0009e-01, -1.2428e-01, -2.7285e-02, -9.2139e-02,\n", - " 1.0749e-02, 3.4633e-02, 4.0659e-02, -7.6864e-02, -1.6425e-01,\n", - " -3.5354e-02, -1.8655e-01, -9.0537e-02, 1.4516e-01, -7.9572e-02,\n", - " -1.7576e-01, 7.7620e-02, 1.2878e-01, -1.8386e-01, -1.9528e-01,\n", - " -6.1632e-02, 3.7473e-01, -7.9596e-02, -1.5307e-01, 8.0662e-02,\n", - " 2.2754e-02, -3.0187e-02, 9.6166e-02, 8.3238e-02, 6.2987e-02,\n", - " -1.6073e-02, 1.0959e-01, 4.7464e-02, 8.5676e-02, 2.2047e-02,\n", - " 4.9718e-02, 2.8123e-02, -1.0709e-01, 5.4231e-02, 1.3411e-01,\n", - " 1.7343e-01, 1.1455e-01, 7.2517e-02, 9.1527e-02, -3.9772e-04,\n", - " 9.6347e-03, -1.8090e-01, -1.0493e-01, 7.0741e-02, -2.8755e-01,\n", - " -3.5062e-02, -8.3939e-02, -3.9652e-03, -9.9245e-02, -1.2798e-01,\n", - " 1.0584e-01, 1.7753e-02, 1.1607e-01, 9.7722e-02, -3.9840e-02,\n", - " 1.0661e-01, 2.2482e-01, -1.6806e-01, 5.4712e-02, 8.6336e-03,\n", - " 1.8843e-01, 9.0219e-02, 2.8398e-02, 2.3419e-01, -1.5213e-02,\n", - " -9.6268e-03, 3.5601e-03, 1.8767e-03, 1.7073e-01, 9.7382e-02,\n", - " -5.7197e-02, 1.5349e-01, 8.9408e-02, -7.6702e-02, -4.9486e-02,\n", - " -1.6533e-01, 1.5982e-02, -1.6690e-02, -4.8249e-02, 1.0601e-03,\n", - " -6.5780e-02, 1.5702e-01, 1.2802e-01, 1.0183e-01, -1.8196e-01,\n", - " -1.2446e-02, 1.3715e-02, -2.0893e-03, -5.9811e-02, -1.0643e-01,\n", - " 8.7622e-02, -2.7751e-02, 5.5097e-02, -1.3291e-01, 5.6253e-02,\n", - " -1.2122e-01, 1.3294e-01, 1.3929e-01, 8.8614e-02, 9.6920e-02,\n", - " 3.7516e-02, 4.2057e-02, -1.5608e-01, -1.8384e-02, 6.6939e-02,\n", - " -1.3783e-01, 2.9469e-01, 1.9535e-01, 1.3888e-01, -7.3465e-02,\n", - " -1.5283e-02, -6.6779e-02, 1.9453e-01, -4.1716e-03, -1.6370e-01,\n", - " -3.6217e-02, 1.3067e-01, -1.1984e-03, -1.4443e-01, -2.4163e-02,\n", - " -6.3179e-02, 2.9602e-02, 8.7595e-02, 6.4204e-03, -2.6012e-02,\n", - " 2.6654e-02, -1.8188e-01, -4.5173e-04, 1.7959e-04, -1.2388e-01,\n", - " 5.5466e-02, -4.6545e-02, -5.4421e-02, 1.3971e-02, 9.4679e-02,\n", - " -2.9822e-03, 2.3863e-01, 8.6586e-02, 3.1484e-02, 1.1449e-01,\n", - " 6.0149e-02, 1.7138e-02, 3.6635e-02, 1.1296e-01, -6.6452e-03,\n", - " 1.7987e-01, -3.5096e-02, 6.2008e-02, -4.0595e-02, -2.5367e-02,\n", - " -7.8834e-02, -1.1187e-01, -7.6657e-02, -4.7279e-02, 9.4460e-02,\n", - " -3.4396e-02, -6.3446e-02, -6.6970e-02, -9.2655e-02, 2.0745e-02,\n", - " 5.5555e-02, 1.4707e-01, 9.9179e-02, 1.2400e-01, 2.5084e-01,\n", - " 1.4453e-02, 4.2043e-03, 1.2572e-01, -1.3068e-02, 7.3298e-02,\n", - " 2.1079e-02, -4.0195e-02, -1.8587e-02, -1.3593e-02, -3.8091e-02,\n", - " 8.1169e-03, -8.7447e-02, -2.1214e-02, 1.4264e-01, 1.5662e-03,\n", - " 6.1930e-02, -1.2532e-01, -3.3435e-02, 1.4278e-01, -2.0842e-01,\n", - " -9.5605e-02, -1.1476e-01, 7.4646e-02, -8.6479e-02, 4.3559e-02,\n", - " 4.6354e-02, 1.0192e-01, -1.3717e-02, -1.3720e-01, -2.0517e-01,\n", - " 3.5646e-02, -9.0082e-03, 4.1935e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0969, -0.2770, -0.1305, ..., 0.4151, -0.0637, -0.1128],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.2170e-04, 6.0063e-02, 1.6595e-03, 3.8482e-02, 6.7035e-02,\n", - " -2.4201e-04, 4.7873e-02, 6.3861e-02, -3.6354e-02, 6.8237e-03,\n", - " 7.2248e-03, 1.1775e-02, -4.2003e-02, 1.0232e-01, 1.3154e-02,\n", - " 2.1304e-02, 1.7575e-02, 3.5660e-02, 3.9253e-03, 1.0006e-02,\n", - " 3.2980e-02, 6.3024e-03, 3.8897e-02, -4.8003e-02, 1.5026e-02,\n", - " 1.1065e-01, 4.5879e-02, 1.8573e-02, -1.3919e-01, 4.7081e-02,\n", - " 6.9270e-02, 5.7559e-03, -1.0859e-02, -5.9208e-02, 9.6604e-03,\n", - " -1.0258e-02, -1.3586e-02, -2.3328e-02, -2.6191e-02, 1.5953e-02,\n", - " -2.1898e-04, -3.0575e-02, 2.4398e-02, -2.1622e-02, 3.5621e-03,\n", - " 2.5069e-02, 4.6042e-02, 6.2312e-02, 2.2134e-02, -8.1054e-02,\n", - " -4.2733e-03, -2.0844e-02, 2.3254e-02, -4.8400e-02, 5.7859e-02,\n", - " 7.9881e-02, 4.3739e-02, -1.1830e-01, 1.0345e-02, -6.1802e-02,\n", - " -1.9055e-02, 1.5268e-01, -6.6365e-02, 4.6455e-02, 2.8014e-02,\n", - " 6.2891e-02, -3.4457e-02, 4.0059e-02, -2.6777e-02, -6.6260e-02,\n", - " -1.0046e-01, 1.4962e-02, 7.0970e-03, -2.2106e-02, 7.8341e-03,\n", - " 9.0236e-02, 1.7539e-03, -5.0696e-02, -1.7790e-02, 2.7531e-03,\n", - " 9.8775e-02, 1.2555e-02, 3.6189e-03, 1.9622e-02, 6.9818e-02,\n", - " -7.0865e-02, -2.3232e-03, 6.1118e-02, -3.3884e-02, 2.2079e-02,\n", - " 2.1252e-02, -3.5691e-02, 7.0729e-02, -4.1870e-02, 1.2791e-01,\n", - " -8.8177e-02, 1.9402e-01, -9.2882e-02, -4.5698e-02, -6.4573e-02,\n", - " -5.0827e-02, -8.3141e-03, 4.0737e-03, -2.7518e-02, 2.7105e-02,\n", - " -4.7677e-02, 3.6330e-02, -3.7403e-02, -8.9815e-02, -5.7190e-02,\n", - " -7.0872e-02, -1.2979e-02, -2.8470e-02, 4.5800e-03, -7.0889e-02,\n", - " 3.7618e-02, -3.1289e-02, -1.4464e-03, -2.5946e-02, 4.6706e-02,\n", - " -5.4563e-02, -3.5210e-02, -2.1083e-02, 2.6247e-02, 1.0972e-01,\n", - " -7.4630e-02, -1.8842e-02, 1.1783e-01, -2.9209e-03, -4.4241e-02,\n", - " 2.5516e-02, 1.2702e-02, -1.8395e-02, -2.9001e-02, 8.6731e-02,\n", - " 3.5289e-03, 7.0610e-02, 9.8236e-02, -8.0229e-02, 1.7151e-03,\n", - " -5.3360e-02, 8.1097e-02, 5.8118e-02, -1.2575e-02, -1.0752e-03,\n", - " -6.4532e-02, 7.6080e-02, 1.9670e-02, -1.2663e-01, 1.0551e-01,\n", - " -5.4672e-02, 4.6454e-02, -2.0095e-01, 3.5418e-02, -4.1717e-02,\n", - " -9.1663e-02, 4.2159e-02, 2.4436e-02, -9.5782e-03, -1.1963e-01,\n", - " 6.2566e-02, 2.6202e-03, 4.0801e-02, 3.3338e-02, -4.7075e-02,\n", - " 1.0630e-01, 8.0339e-04, 3.0761e-02, -6.6086e-02, 4.1680e-02,\n", - " 4.3115e-02, 8.9651e-02, -8.0294e-02, 6.3234e-03, 1.5163e-02,\n", - " -3.4469e-02, 1.3547e-02, 1.7744e-02, -7.6349e-03, -6.4067e-02,\n", - " 9.7095e-03, 1.3867e-02, -7.1573e-02, 1.8909e-02, -4.4168e-03,\n", - " -6.3647e-02, -1.5911e-02, 2.7158e-02, 2.2263e-02, -3.9057e-02,\n", - " -4.3787e-03, -1.4804e-02, 1.0358e-02, -3.8233e-02, 1.0357e-01,\n", - " 4.4544e-02, 3.6539e-02, 7.2005e-02, -5.3127e-02, -1.5905e-02,\n", - " -4.5856e-02, -3.0769e-02, 4.9159e-02, 5.5867e-02, 1.1320e-02,\n", - " 1.1742e-02, 3.0524e-02, -2.0164e-02, 6.2026e-03, 6.0413e-02,\n", - " -8.6086e-03, -5.0011e-02, 1.1612e-01, 6.5789e-02, 3.2092e-02,\n", - " 3.9428e-02, -1.2399e-01, 1.8430e-03, 7.3844e-02, 2.0029e-02,\n", - " 7.2899e-02, 6.3061e-02, -6.3117e-03, -3.6373e-03, -9.7970e-04,\n", - " 8.1892e-02, -1.4783e-02, 7.6118e-02, 3.4561e-02, 1.1144e-02,\n", - " 7.9492e-03, -2.0293e-02, 1.0524e-03, 2.4928e-02, -4.6542e-02,\n", - " -4.4656e-02, 1.3977e-03, 2.3813e-02, -1.4959e-02, -1.9909e-02,\n", - " 6.4619e-02, -7.7482e-02, -5.8996e-02, 5.0229e-02, 5.1928e-02,\n", - " 3.1083e-02, -4.3486e-02, -5.1041e-02, 7.8179e-03, -6.1521e-02,\n", - " -4.1081e-02, 1.4633e-02, -8.3661e-03, 6.6291e-03, 3.5536e-02,\n", - " -4.4390e-02, -3.0595e-02, -3.6735e-02, 4.5507e-02, 2.1754e-03,\n", - " 6.5844e-03, -2.9924e-02, -3.4199e-02, 6.5686e-02, 2.1670e-02,\n", - " -5.1851e-02, -1.3942e-02, -2.7465e-02, 3.1634e-02, -3.4249e-02,\n", - " -2.2381e-04, 3.1679e-03, -7.5997e-02, 3.6519e-02, -5.7722e-03,\n", - " -9.3319e-02, -7.4326e-02, -2.7557e-02, 1.2297e-02, -7.6779e-02,\n", - " 6.3775e-02, -1.2918e-02, -2.7602e-02, -7.7716e-02, -7.1222e-04,\n", - " 2.2396e-02, 2.8173e-02, 7.0164e-02, 4.9471e-02, 4.1215e-02,\n", - " 1.3544e-02, -9.3283e-03, -9.3468e-02, -7.9633e-02, 1.4412e-02,\n", - " 5.9717e-02, 1.0323e-01, 4.0613e-02, 2.9773e-02, 1.5924e-03,\n", - " 6.2818e-02, 2.6974e-02, -5.9787e-03, 1.4005e-01, 4.5572e-02,\n", - " -2.5737e-02, -5.9158e-02, 7.2718e-03, -6.1680e-01, 3.6306e-02,\n", - " -2.2779e-02, -6.1035e-02, 5.0906e-02, 3.6639e-02, -4.2127e-02,\n", - " 8.8539e-04, -3.4424e-02, -6.4687e-03, -5.3346e-02, 2.6771e-02,\n", - " -4.3954e-02, 5.6405e-02, 4.9614e-02, -1.2300e-01, 7.1555e-03,\n", - " -5.2632e-02, -1.1515e-02, 3.0323e-02, 2.1959e-02, -1.4703e-02,\n", - " 5.5040e-02, 2.7321e-03, -1.4248e-02, 4.2971e-02, -5.5822e-03,\n", - " 2.2160e-02, -8.6609e-02, -6.0093e-02, -3.5534e-02, -4.1253e-02,\n", - " 1.7029e-02, 3.5640e-02, -3.2246e-02, 8.9553e-02, 9.6234e-03,\n", - " 1.3275e-03, 1.2372e-02, -2.8180e-02, 6.2927e-04, 3.9991e-02,\n", - " -1.3903e-02, -1.7243e-02, 1.4555e-02, -8.7815e-02, 4.3337e-02,\n", - " -8.2965e-03, 2.8884e-02, -1.4052e-02, 2.7102e-02, 7.2601e-03,\n", - " 3.3883e-02, -2.3349e-02, 5.8282e-02, 6.5433e-02, 2.2030e-02,\n", - " 6.3730e-02, -9.2785e-02, 1.0581e-02, 1.0353e-02, -1.2116e-02,\n", - " -2.9533e-02, 6.9125e-02, -3.1297e-02, 9.0770e-03, 1.5202e-02,\n", - " 6.6084e-03, 2.4212e-02, -9.0449e-02, -8.8810e-02, 7.5918e-03,\n", - " 2.1800e-02, -2.7338e-01, -2.0026e-02, -4.8421e-02, 2.8002e-02,\n", - " -1.1467e-02, -6.1302e-02, 5.1522e-02, -5.6083e-02, -1.0594e-01,\n", - " 2.5938e-02, -1.5337e-02, 1.2070e-02, -6.8711e-02, 6.2300e-02,\n", - " 1.3589e-02, -6.4764e-02, -1.1411e-01, -1.4600e-04, -1.9355e-02,\n", - " -8.1626e-02, -1.3368e-02, -3.8464e-02, 1.5429e-02, 6.2184e-02,\n", - " -2.8421e-02, -6.4710e-03, -1.5150e-03, -1.6829e-02, -5.6107e-03,\n", - " 4.0351e-02, 3.1962e-02, 9.3324e-04, 1.6704e-02, -8.3068e-02,\n", - " 6.2157e-02, -1.0414e-01, 2.3693e-02, 1.9637e-02, 9.7307e-02,\n", - " 8.1310e-03, -6.2924e-02, 5.9121e-02, -2.8327e-02, -9.1653e-02,\n", - " 3.4477e-02, 1.5896e-02, -4.7408e-02, -5.2834e-02, -5.1267e-04,\n", - " 8.5556e-03, -9.9068e-02, -1.6198e-02, -5.6321e-03, -1.0247e-01,\n", - " 2.7906e-03, -7.7546e-02, -4.6857e-02, 1.8865e-02, -6.6104e-02,\n", - " -7.1523e-02, 2.7828e-03, 7.9409e-02, -1.1828e-02, -1.4697e-02,\n", - " -1.2201e-02, -2.5375e-02, 6.2806e-04, -1.9977e-02, -7.9596e-02,\n", - " 1.5042e-02, -2.7848e-02, 6.1351e-02, -5.6079e-02, -9.9293e-04,\n", - " 1.0092e-01, -3.2883e-02, -3.6954e-02, -1.1112e-01, -6.2404e-02,\n", - " -6.5594e-03, -1.5225e-01, -3.5693e-02, -4.0841e-02, 1.1048e-01,\n", - " 4.6431e-02, 3.1326e-02, -1.1429e-01, -3.0083e-02, 6.7680e-02,\n", - " -1.1966e-02, -5.9224e-03, -2.2540e-02, -6.7590e-02, 1.7091e-02,\n", - " -7.5346e-02, -7.1731e-02, -1.1343e-03, -4.3418e-02, -1.2380e-01,\n", - " 6.2839e-02, 9.8182e-03, -1.8165e-02, -9.1076e-02, -8.7224e-02,\n", - " 2.2102e-02, 5.4233e-02, 3.8448e-02, -9.4332e-02, -1.4012e-02,\n", - " -1.1948e-02, -3.7650e-02, -3.1052e-02, 5.6405e-02, 1.5921e-02,\n", - " 3.6562e-02, 5.9777e-02, -1.1181e-02, 3.4184e-02, 6.0539e-03,\n", - " -1.5960e-02, -4.2777e-02, -1.6571e-02, -8.5362e-03, 1.6027e-02,\n", - " 7.6628e-02, 1.8528e-02, 9.9334e-04, 2.3554e-03, 4.6977e-02,\n", - " -7.9010e-02, -4.6215e-02, 2.4797e-02, 3.1898e-02, -5.0661e-03,\n", - " 1.0499e-01, -7.7615e-02, -8.5634e-02, -7.1968e-02, 6.8785e-02,\n", - " -3.0503e-02, 9.3833e-02, 3.5405e-02, 1.3718e-02, -5.7058e-02,\n", - " 7.6762e-02, -2.1927e-02, -4.7537e-02, 1.0004e-02, -2.7378e-02,\n", - " -2.7948e-02, 3.2326e-02, -5.6629e-02, -1.6973e-02, 1.1347e-01,\n", - " 3.4256e-02, -5.0609e-02, 7.6325e-02, -4.2452e-02, -9.9416e-02,\n", - " -2.5471e-03, -8.3350e-02, -3.2576e-02, 3.4807e-02, -6.2415e-02,\n", - " -2.5382e-02, -3.3885e-02, 1.0671e-01, 7.6704e-02, 2.3895e-02,\n", - " 8.0721e-03, -2.4196e-02, 2.4780e-02, 7.9036e-03, -1.3012e-02,\n", - " 2.8986e-03, -1.6687e-02, 8.2716e-02, -2.1361e-02, 2.4014e-02,\n", - " -2.4097e-02, 9.7145e-02, -3.7438e-02, -3.1556e-02, -2.5248e-02,\n", - " -1.2464e-02, -2.4801e-02, 3.8899e-02, 5.9372e-03, 7.6352e-04,\n", - " -1.2482e-02, 1.3969e-02, 1.6999e-02, 9.2369e-04, -7.0190e-02,\n", - " 1.7506e-02, 8.1458e-02, 2.5634e-02, -1.5273e-02, 3.2926e-02,\n", - " -1.4446e-01, 7.7362e-02, 7.8926e-02, -2.9678e-02, -6.5696e-03,\n", - " -1.7710e-02, 1.3656e-01, 4.8823e-03, -5.0416e-03, 1.2109e-02,\n", - " 1.9611e-02, -4.2443e-02, 1.4902e-02, 3.2622e-02, -3.1040e-02,\n", - " -5.9763e-02, -3.8270e-03, 1.3034e-01, 4.2151e-02, 3.6142e-02,\n", - " 5.1458e-02, 5.3696e-02, -4.0418e-02, -5.4924e-02, -2.3687e-03,\n", - " 1.7362e-02, 2.0307e-02, 2.0418e-02, 1.4558e-02, 5.6785e-02,\n", - " 6.9562e-03, -1.8520e-02, 3.4336e-02, -6.8074e-02, -1.4624e-01,\n", - " -2.3942e-02, -7.0057e-02, 2.0422e-02, 4.0571e-02, -5.3435e-02,\n", - " 7.1515e-02, 7.0080e-02, -2.7758e-02, 5.0137e-02, -1.5577e-02,\n", - " 4.4064e-02, 1.9974e-02, -1.4804e-02, -7.0851e-02, -1.8647e-02,\n", - " 8.3014e-02, 6.9963e-03, 1.4057e-02, 1.1125e-01, -2.7722e-02,\n", - " -7.2470e-03, -8.6876e-03, 6.4335e-02, 1.1491e-01, 1.4541e-02,\n", - " -9.8643e-02, 7.5530e-02, -3.0484e-03, -7.2988e-02, -2.8823e-02,\n", - " 8.2636e-03, 2.3304e-02, 6.8652e-02, -4.5679e-02, 4.9384e-02,\n", - " 1.9160e-02, 1.1677e-02, -1.1796e-02, 4.7809e-02, 6.4830e-02,\n", - " -4.8832e-03, 6.3700e-02, 3.3936e-02, 4.2484e-02, -1.2487e-01,\n", - " 7.3432e-02, -1.6265e-02, 3.0069e-03, -1.6950e-03, -3.3204e-03,\n", - " 2.0194e-03, 4.4957e-02, 1.2465e-01, 1.3521e-02, -4.4661e-02,\n", - " 2.8541e-02, 1.3651e-02, 5.3112e-02, -6.3312e-02, 3.5796e-02,\n", - " -9.4178e-03, 3.8140e-02, 1.3945e-02, 7.2902e-03, -3.4041e-02,\n", - " -9.7454e-03, -4.8539e-02, 1.3161e-01, -1.7197e-02, -8.6232e-03,\n", - " -2.4796e-02, 6.4398e-02, 4.4617e-02, -1.9963e-02, -2.1011e-02,\n", - " 4.1406e-02, -8.0017e-03, 3.6956e-02, 1.6015e-02, 6.7255e-03,\n", - " 3.9975e-02, -7.9002e-02, 3.3160e-02, -6.2731e-02, -3.9483e-03,\n", - " 1.6639e-02, -9.4872e-02, 7.7518e-02, 7.4620e-02, 1.5089e-02,\n", - " 9.2511e-02, 3.3464e-02, -7.8453e-02, 8.0862e-02, 5.6463e-02,\n", - " -1.6849e-02, 5.1190e-02, 1.2722e-02, 5.4072e-02, -5.8633e-02,\n", - " 5.3353e-02, -3.3691e-02, -1.3817e-02, 5.7808e-04, 4.8847e-02,\n", - " 8.0497e-03, -1.2862e-02, 1.2187e-03, -2.8808e-02, 2.4250e-02,\n", - " 1.4412e-02, 6.6944e-03, -6.9943e-02, -3.6575e-03, 9.5911e-02,\n", - " 4.1556e-02, 7.2700e-02, 5.0789e-02, -3.3758e-02, 5.9410e-02,\n", - " -1.1043e-01, 4.8492e-03, 6.1189e-02, 1.0366e-02, -4.2849e-03,\n", - " 1.3422e-02, -2.0942e-02, -3.2350e-02, 7.7598e-02, 1.7595e-02,\n", - " 2.8468e-02, -1.4961e-03, -5.8834e-02, 1.1226e-01, -1.2254e-03,\n", - " -6.3241e-03, -5.2625e-02, -2.5342e-02, 8.4304e-02, -9.1353e-02,\n", - " 8.1516e-02, -1.5059e-01, 2.1702e-03, 1.3336e-01, -3.7377e-02,\n", - " -7.6757e-02, 3.0407e-02, -4.6162e-02, -3.5519e-02, -5.8410e-02,\n", - " -1.6515e-02, -3.3901e-02, 2.3211e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8621, 0.8516, 0.8265, 0.8173, 0.7985, 0.8479, 0.8421, 0.8605, 0.8725,\n", - " 0.8396, 0.8117, 0.7795, 0.8188, 0.8159, 0.8575, 0.8475, 0.7817, 0.8418,\n", - " 0.8650, 0.8284, 0.8326, 0.8080, 0.8525, 0.7995, 0.8229, 0.8146, 0.8033,\n", - " 0.8391, 0.7935, 0.8577, 0.8688, 0.8298, 0.8191, 0.8545, 0.8767, 0.8517,\n", - " 0.8282, 0.8295, 0.8363, 0.7745, 0.8543, 0.8498, 0.8702, 0.8381, 0.8652,\n", - " 0.8083, 0.8271, 0.8594, 0.8607, 0.8658, 0.8362, 0.8586, 0.8292, 0.7357,\n", - " 0.8176, 0.8165, 0.8621, 0.7923, 0.8650, 0.8189, 0.8442, 0.7866, 0.7371,\n", - " 0.8145, 0.8575, 0.8320, 0.8511, 0.8432, 0.8370, 0.8520, 0.8345, 0.8600,\n", - " 0.8476, 0.8166, 0.8590, 0.7672, 0.8548, 0.7397, 0.8249, 0.8178, 0.8575,\n", - " 0.8625, 0.8485, 0.8274, 0.8131, 0.7827, 0.8325, 0.8598, 0.8699, 0.8396,\n", - " 0.8197, 0.8334, 0.6320, 0.8294, 0.8423, 0.8077, 0.7175, 0.8237, 0.8637,\n", - " 0.8627, 0.8783, 0.8618, 0.8541, 0.8250, 0.8171, 0.7941, 0.8504, 0.8624,\n", - " 0.8183, 0.8362, 0.8378, 0.8619, 0.7867, 0.8428, 0.8615, 0.8328, 0.8397,\n", - " 0.8869, 0.8451, 0.7915, 0.8374, 0.7587, 0.8121, 0.8256, 0.7864, 0.7880,\n", - " 0.8146, 0.8002, 0.8440, 0.8065, 0.8661, 0.8186, 0.7438, 0.8272, 0.8394,\n", - " 0.8644, 0.8328, 0.7828, 0.8430, 0.7353, 0.8458, 0.8668, 0.8606, 0.8686,\n", - " 0.8490, 0.6478, 0.8588, 0.8398, 0.8676, 0.7783, 0.8132, 0.8209, 0.8089,\n", - " 0.8577, 0.8611, 0.8171, 0.8544, 0.7870, 0.8658, 0.7865, 0.8571, 0.8743,\n", - " 0.8397, 0.8645, 0.8346, 0.8396, 0.8482, 0.7977, 0.6673, 0.8395, 0.8744,\n", - " 0.8477, 0.8039, 0.8198, 0.8750, 0.7570, 0.8318, 0.8327, 0.8320, 0.8220,\n", - " 0.8485, 0.8693, 0.8525, 0.8585, 0.8526, 0.8627, 0.8494, 0.8237, 0.8749,\n", - " 0.8293, 0.8685, 0.8097, 0.8081, 0.8506, 0.8435, 0.8373, 0.8742, 0.7812,\n", - " 0.8224, 0.8071, 0.8340, 0.8172, 0.7235, 0.8460, 0.8460, 0.7934, 0.8519,\n", - " 0.8158, 0.8452, 0.8217, 0.8312, 0.8581, 0.8412, 0.7950, 0.8470, 0.7574,\n", - " 0.7436, 0.8638, 0.7407, 0.8260, 0.8514, 0.8339, 0.8589, 0.8211, 0.8602,\n", - " 0.7006, 0.8159, 0.8080, 0.8519, 0.8436, 0.8219, 0.8500, 0.8318, 0.8669,\n", - " 0.8689, 0.8311, 0.8263, 0.7938, 0.8685, 0.7987, 0.8188, 0.8512, 0.8625,\n", - " 0.8289, 0.8498, 0.7764, 0.8029, 0.8197, 0.8017, 0.7328, 0.8187, 0.8218,\n", - " 0.8649, 0.8704, 0.8715, 0.8343, 0.7774, 0.8097, 0.8424, 0.8565, 0.8639,\n", - " 0.8223, 0.8764, 0.8712, 0.8228, 0.8266, 0.8383, 0.8554, 0.8394, 0.8617,\n", - " 0.8630, 0.8466, 0.8628, 0.8600, 0.8816, 0.8516, 0.7960, 0.8656, 0.8386,\n", - " 0.8380, 0.7972, 0.8651, 0.8715, 0.7704, 0.8330, 0.8371, 0.8303, 0.8465,\n", - " 0.8124, 0.8714, 0.8112, 0.7953, 0.8460, 0.8482, 0.8231, 0.7767, 0.7731,\n", - " 0.7870, 0.8411, 0.8482, 0.8549, 0.8384, 0.8524, 0.8734, 0.7994, 0.8567,\n", - " 0.8132, 0.8493, 0.6923, 0.8492, 0.8154, 0.7467, 0.8050, 0.8271, 0.8761,\n", - " 0.8478, 0.8666, 0.8626, 0.8429, 0.7391, 0.8401, 0.8300, 0.8288, 0.8340,\n", - " 0.8569, 0.8423, 0.8221, 0.8462, 0.8650, 0.8317, 0.8150, 0.7258, 0.8678,\n", - " 0.8639, 0.8497, 0.8264, 0.8474, 0.8512, 0.8685, 0.8519, 0.8206, 0.9093,\n", - " 0.8278, 0.8591, 0.8353, 0.7677, 0.8591, 0.8410, 0.8326, 0.8182, 0.8564,\n", - " 0.8627, 0.8569, 0.7687, 0.8652, 0.8675, 0.8462, 0.8088, 0.8327, 0.8310,\n", - " 0.8465, 0.8243, 0.8329, 0.8083, 0.8453, 0.8712, 0.8153, 0.8260, 0.8499,\n", - " 0.8170, 0.8489, 0.8313, 0.8589, 0.8343, 0.8288, 0.8563, 0.8652, 0.8455,\n", - " 0.8201, 0.8614, 0.8356, 0.4106, 0.8575, 0.8226, 0.8142, 0.8563, 0.7999,\n", - " 0.8643, 0.8564, 0.8419, 0.8020, 0.8162, 0.8166, 0.8204, 0.8818, 0.8790,\n", - " 0.8365, 0.7924, 0.8406, 0.8574, 0.8440, 0.7819, 0.8135, 0.8549, 0.7783,\n", - " 0.8081, 0.8651, 0.8369, 0.8248, 0.8667, 0.8189, 0.8403, 0.8516, 0.8802,\n", - " 0.8292, 0.8149, 0.8249, 0.8330, 0.8507, 0.7578, 0.8147, 0.7484, 0.8605,\n", - " 0.8287, 0.8194, 0.8084, 0.8576, 0.8215, 0.8577, 0.7782, 0.8481, 0.8102,\n", - " 0.8371, 0.7805, 0.8609, 0.8566, 0.8213, 0.8345, 0.8454, 0.8386, 0.8215,\n", - " 0.8572, 0.7969, 0.7232, 0.8523, 0.8390, 0.8351, 0.8225, 0.8309, 0.7795,\n", - " 0.8479, 0.8574, 0.8491, 0.8243, 0.8665, 0.8682, 0.8532, 0.8522, 0.8392,\n", - " 0.8186, 0.8314, 0.7896, 0.8712, 0.8806, 0.8311, 0.8009, 0.7972, 0.8074,\n", - " 0.8301, 0.8402, 0.8438, 0.8183, 0.8589, 0.8551, 0.8498, 0.8473, 0.8274,\n", - " 0.8498, 0.8069, 0.8574, 0.8480, 0.8322, 0.7465, 0.8467, 0.8158, 0.8495,\n", - " 0.8251, 0.8582, 0.8051, 0.8413, 0.8481, 0.8552, 0.8291, 0.8594, 0.8558,\n", - " 0.8491, 0.7531, 0.8216, 0.8393, 0.8133, 0.8047, 0.8480, 0.8377, 0.7967,\n", - " 0.8139, 0.8738, 0.8137, 0.8513, 0.8393, 0.8556, 0.8117, 0.8139, 0.8496,\n", - " 0.8865, 0.8358, 0.7767, 0.8410, 0.7778, 0.8330, 0.8332, 0.8566, 0.7705,\n", - " 0.8578, 0.8401, 0.8489, 0.8605, 0.8438, 0.8575, 0.8516, 0.7519, 0.8256,\n", - " 0.8062, 0.8636, 0.8491, 0.8670, 0.8103, 0.8459, 0.8401, 0.8061, 0.9235,\n", - " 0.8103, 0.7815, 0.8737, 0.8265, 0.8467, 0.7466, 0.8313, 0.8550, 0.8098,\n", - " 0.8230, 0.8527, 0.7947, 0.8419, 0.8532, 0.8610, 0.8727, 0.8608, 0.8273,\n", - " 0.8450, 0.8567, 0.8753, 0.8190, 0.8565, 0.8596, 0.8075, 0.8564, 0.8231,\n", - " 0.8673, 0.8389, 0.8516, 0.8487, 0.8760, 0.8567, 0.7860, 0.8233, 0.8405,\n", - " 0.8832, 0.7508, 0.8373, 0.8597, 0.8192, 0.8640, 0.8527, 0.8202, 0.8364,\n", - " 0.8658, 0.7610, 0.8740, 0.8175, 0.8791, 0.8771, 0.8664, 0.8589, 0.8449,\n", - " 0.7995, 0.8146, 0.8326, 0.8495, 0.8692, 0.8434, 0.8605, 0.8825, 0.8721,\n", - " 0.8397, 0.8469, 0.8286, 0.8545, 0.8090, 0.8330, 0.8369, 0.8835, 0.7981,\n", - " 0.8705, 0.7958, 0.7373, 0.8560, 0.8135, 0.8852, 0.8532, 0.8139, 0.8065,\n", - " 0.8448, 0.8603, 0.8626, 0.8540, 0.8399, 0.8255, 0.8217, 0.8165, 0.8540,\n", - " 0.8366, 0.7832, 0.8367, 0.7920, 0.8564, 0.8249, 0.8771, 0.8502, 0.8145,\n", - " 0.8461, 0.8591, 0.8044, 0.8457, 0.7948, 0.8595, 0.8279, 0.8560, 0.8646,\n", - " 0.8403, 0.8311, 0.8671, 0.8351, 0.8127, 0.8001, 0.7300, 0.7985, 0.7992,\n", - " 0.8606, 0.8418, 0.8195, 0.8554, 0.8679, 0.8391, 0.8676, 0.8483, 0.8177,\n", - " 0.8524, 0.8213, 0.8210, 0.8433, 0.7353, 0.8596, 0.8367, 0.8182, 0.8367,\n", - " 0.8165, 0.8053, 0.8226, 0.8618, 0.8466, 0.8678, 0.8449, 0.7984, 0.8610,\n", - " 0.8611, 0.8509, 0.8082, 0.8738, 0.8518, 0.8642, 0.8600, 0.8588, 0.8312,\n", - " 0.8839, 0.8461, 0.8482, 0.8241, 0.8158, 0.8317, 0.7750, 0.8632, 0.8440,\n", - " 0.8377, 0.8521, 0.8515, 0.8232, 0.7905, 0.8369, 0.8585, 0.8778, 0.8142,\n", - " 0.8631, 0.7961, 0.8419, 0.8304, 0.8322, 0.8371, 0.8608, 0.8750, 0.8220,\n", - " 0.7942, 0.8608, 0.8685, 0.8579, 0.8276, 0.8618, 0.8330, 0.8395, 0.8340,\n", - " 0.8448, 0.8447, 0.8413, 0.8537, 0.9391, 0.7491, 0.8154, 0.8588, 0.7969,\n", - " 0.8772, 0.7854, 0.8378, 0.8529, 0.8746, 0.8274, 0.8155, 0.8432, 0.8331,\n", - " 0.8375, 0.8411, 0.8600, 0.8480, 0.8494, 0.8279, 0.8409, 0.8235, 0.8181,\n", - " 0.7966, 0.8477, 0.8480, 0.7936, 0.8580, 0.8404, 0.8352, 0.8257, 0.8384,\n", - " 0.8175, 0.8223, 0.8744], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0028, -0.0559, -0.0631, 0.0602, -0.1867, 0.0009, -0.0842, -0.1108,\n", - " -0.0203, 0.0202, 0.0014, -0.0886, -0.0017, -0.0684, 0.0090, -0.0681,\n", - " -0.0507, -0.0373, 0.0191, -0.1148, -0.1523, 0.0475, -0.0883, -0.1888,\n", - " -0.0197, -0.1472, -0.0874, 0.0387, 0.0525, -0.0472, -0.0349, -0.0383,\n", - " -0.1146, 0.0649, -0.0547, -0.0268, 0.0519, -0.1093, -0.1098, 0.1395,\n", - " 0.0138, 0.0415, -0.0689, -0.0941, -0.0265, 0.0574, 0.0029, 0.0283,\n", - " -0.0484, -0.0208, 0.0862, 0.0104, -0.1452, 0.1094, -0.0719, -0.0387,\n", - " -0.0478, 0.0678, -0.0441, -0.0084, 0.0116, -0.0821, -0.0039, 0.0240,\n", - " -0.0489, -0.0760, -0.0222, -0.0011, -0.0294, 0.0263, 0.0759, -0.0633,\n", - " 0.0183, -0.0018, -0.0837, -0.0024, 0.0225, -0.0805, -0.0344, -0.0719,\n", - " 0.0066, -0.0650, -0.0660, -0.1252, -0.0205, 0.0500, -0.0196, -0.0404,\n", - " -0.0573, -0.0624, 0.0046, 0.0648, -0.2735, -0.0034, -0.0614, 0.0027,\n", - " -0.1133, 0.0347, -0.0249, 0.0102, -0.0758, -0.0638, -0.0328, 0.0065,\n", - " -0.0628, -0.0345, 0.0073, 0.0042, -0.0017, -0.0434, 0.0420, -0.0538,\n", - " 0.0886, 0.0502, -0.0258, -0.0432, -0.0642, -0.0142, 0.0448, -0.1025,\n", - " 0.0180, 0.0416, -0.0116, -0.0656, -0.0654, 0.0529, -0.0009, -0.1050,\n", - " -0.0096, -0.0119, -0.0204, -0.1034, 0.0245, 0.0237, -0.0077, 0.0322,\n", - " -0.0152, -0.0547, 0.0368, 0.0242, -0.0068, -0.0270, -0.0417, -0.0435,\n", - " -0.0453, 0.1171, -0.0065, -0.0304, -0.0130, -0.1402, -0.0637, -0.1110,\n", - " 0.0094, -0.0485, -0.0455, -0.0713, -0.0864, -0.1426, -0.0772, 0.0320,\n", - " -0.0514, 0.0451, -0.0173, -0.0757, -0.0434, -0.0877, -0.1114, -0.0044,\n", - " 0.1696, 0.0333, 0.0192, -0.0267, -0.0304, -0.1526, -0.0477, -0.1220,\n", - " -0.0465, -0.1214, -0.1128, -0.0169, -0.0119, -0.0489, 0.0086, -0.1109,\n", - " -0.0656, -0.0037, -0.1544, -0.1004, -0.0865, -0.0645, -0.0103, 0.0714,\n", - " -0.1519, -0.0035, -0.0672, -0.0946, -0.0208, -0.1333, -0.0456, 0.0041,\n", - " 0.0800, -0.0540, -0.0753, -0.0719, 0.0278, -0.1072, -0.0785, 0.0210,\n", - " -0.0612, -0.0543, -0.0024, 0.0121, -0.0531, -0.0905, -0.0706, 0.0025,\n", - " 0.0391, -0.0094, -0.0856, 0.0233, -0.0044, -0.1200, -0.0133, -0.0468,\n", - " 0.0269, -0.1030, -0.0633, 0.0471, -0.0677, -0.0027, -0.0480, -0.0203,\n", - " -0.0615, -0.0243, -0.0197, -0.1011, -0.0235, 0.0128, -0.0305, 0.0637,\n", - " -0.0370, -0.0795, 0.0196, -0.0739, -0.0372, -0.0310, 0.0308, -0.0670,\n", - " 0.0720, 0.0988, -0.0489, -0.1812, -0.0440, -0.0204, -0.0159, 0.0144,\n", - " 0.0834, -0.0178, -0.0507, -0.0033, -0.0593, 0.0296, -0.0850, -0.0406,\n", - " -0.0057, -0.0065, 0.0033, -0.0387, -0.0751, -0.0417, -0.0528, -0.0457,\n", - " -0.0151, -0.0770, -0.0077, -0.0862, 0.0032, 0.0435, 0.0223, 0.0425,\n", - " -0.0954, -0.0481, -0.0144, 0.0672, 0.0758, -0.0733, -0.1249, -0.1474,\n", - " -0.0789, -0.0152, -0.0889, 0.0270, 0.0376, -0.0362, -0.1246, -0.0035,\n", - " -0.0312, -0.1885, -0.0431, -0.0173, -0.0223, -0.0870, 0.0403, -0.0608,\n", - " -0.1849, -0.0257, 0.0020, -0.0157, 0.4026, -0.0155, 0.0011, 0.0038,\n", - " -0.0837, -0.0311, -0.0061, -0.0633, -0.0831, -0.0454, 0.0027, -0.0451,\n", - " 0.0438, -0.0739, -0.1006, 0.1164, -0.0047, -0.0941, 0.0034, 0.0122,\n", - " -0.0217, 0.0153, -0.0116, -0.0203, -0.0533, -0.1309, -0.0143, -0.0578,\n", - " -0.0020, 0.0308, -0.0312, -0.0319, -0.0300, -0.0698, -0.0906, -0.0053,\n", - " -0.0249, -0.0273, -0.0766, 0.0182, 0.0439, 0.0703, 0.0296, -0.0598,\n", - " -0.0764, -0.0179, -0.0489, 0.0081, -0.0806, -0.0581, -0.0394, -0.0620,\n", - " -0.0625, -0.0450, -0.0331, -0.0648, -0.0778, 0.0114, -0.0066, -0.0859,\n", - " 0.0314, 0.0083, 0.0150, 0.0055, -0.0832, 0.0088, 0.0546, -0.0565,\n", - " -0.0397, 0.0064, 0.0359, -0.0910, -0.0219, -0.3944, -0.0727, 0.0600,\n", - " -0.0708, -0.0015, 0.1029, -0.0834, 0.0049, 0.0095, -0.0583, -0.0552,\n", - " -0.1132, 0.0044, -0.0718, -0.0085, 0.0456, 0.0432, -0.0600, -0.0066,\n", - " 0.0048, 0.0477, -0.0959, 0.0177, 0.0112, 0.0405, -0.0802, -0.0053,\n", - " -0.1090, 0.0286, 0.0267, -0.0175, -0.0608, -0.0631, 0.0327, -0.0479,\n", - " -0.0205, -0.0327, -0.0849, -0.0227, 0.0174, 0.0492, -0.0509, -0.0273,\n", - " 0.0507, -0.1045, -0.0732, 0.0489, 0.0583, -0.0851, -0.0579, 0.0561,\n", - " 0.0598, -0.1255, 0.0375, -0.1127, 0.0607, -0.0307, 0.0584, 0.0147,\n", - " -0.0691, -0.0705, -0.0738, 0.0286, -0.0404, 0.0138, 0.0565, -0.0675,\n", - " -0.0029, 0.0643, -0.0356, -0.0411, -0.1296, 0.0493, -0.1275, -0.0420,\n", - " -0.0019, -0.0944, 0.0128, 0.0114, -0.0541, 0.0503, 0.0060, -0.1279,\n", - " -0.1307, 0.0355, 0.0008, -0.0223, -0.0362, -0.0404, -0.0632, 0.0242,\n", - " -0.0036, -0.0299, -0.0205, -0.0075, 0.0221, -0.0787, 0.0577, 0.0008,\n", - " -0.0731, -0.0897, 0.0188, -0.0373, -0.0118, -0.0210, -0.0712, -0.1044,\n", - " 0.0604, -0.0097, -0.0137, -0.0534, -0.0775, -0.0415, -0.0097, 0.0084,\n", - " -0.0316, -0.0532, -0.0152, -0.0512, -0.0626, -0.0670, -0.0256, -0.0228,\n", - " -0.0301, -0.0299, 0.0155, -0.0198, 0.0342, -0.0514, 0.0095, -0.0317,\n", - " -0.0259, 0.0155, 0.0013, -0.1621, 0.0204, -0.0190, 0.0917, -0.0652,\n", - " 0.0325, -0.1498, -0.0927, 0.0203, -0.0127, -0.0062, -0.0394, -0.0076,\n", - " -0.0778, -0.0963, -0.0118, 0.0190, -0.0191, -0.0137, -0.0625, 0.0240,\n", - " -0.0225, -0.0365, -0.0591, 0.1298, -0.0469, -0.0294, 0.0265, -0.0363,\n", - " 0.0212, 0.1852, 0.0651, 0.0059, -0.1359, -0.1087, 0.0112, 0.0228,\n", - " -0.0690, -0.0839, -0.0561, -0.0127, -0.0370, -0.0546, -0.1029, 0.0013,\n", - " -0.0007, 0.0517, -0.0216, -0.0530, 0.0330, -0.0619, -0.0798, 0.0206,\n", - " -0.0292, -0.0030, -0.0263, -0.0627, -0.0496, -0.0024, 0.0144, -0.0274,\n", - " 0.0608, 0.0106, -0.1235, -0.0245, 0.0440, -0.0570, -0.1041, 0.0226,\n", - " 0.0360, -0.0418, -0.2256, -0.0345, 0.0034, -0.0755, -0.0527, -0.0037,\n", - " -0.0829, -0.0553, -0.0804, -0.0341, -0.0821, -0.0398, -0.0806, -0.0447,\n", - " -0.0526, -0.0446, 0.0267, -0.1076, -0.1040, -0.1036, -0.0997, -0.0715,\n", - " -0.0763, -0.0324, -0.0363, 0.0311, -0.0068, -0.0449, 0.0513, -0.0490,\n", - " 0.0077, -0.0208, -0.0224, 0.0070, -0.0693, -0.0291, -0.1181, -0.0754,\n", - " -0.0144, -0.0883, -0.1563, 0.0232, -0.0699, -0.0399, -0.1189, -0.0895,\n", - " -0.0618, -0.1529, -0.0530, -0.0586, -0.0345, -0.0793, -0.0939, -0.1137,\n", - " 0.0045, -0.0848, -0.0840, -0.0147, -0.0186, 0.0453, -0.0634, -0.0298,\n", - " -0.0166, -0.0374, -0.0228, -0.1154, -0.0776, -0.0829, 0.0357, -0.0140,\n", - " -0.0511, -0.0351, 0.0111, -0.0115, -0.0834, -0.0402, -0.1005, 0.0192,\n", - " -0.0636, 0.0080, -0.0979, -0.0889, -0.0850, -0.0767, -0.0415, -0.0674,\n", - " 0.0186, -0.0366, -0.0758, 0.0281, -0.1797, -0.1145, -0.1511, -0.0138,\n", - " -0.0571, -0.0191, -0.1545, -0.0238, 0.0490, 0.0011, -0.0952, -0.0147,\n", - " 0.0318, -0.0474, 0.0041, -0.0517, -0.0606, -0.0468, -0.0370, -0.0494,\n", - " 0.0494, -0.0295, -0.0656, 0.0257, -0.0926, -0.0170, 0.0046, -0.0186,\n", - " -0.0735, -0.0205, -0.1218, -0.0899, -0.0707, -0.1151, -0.0393, -0.0601,\n", - " -0.0597, -0.1032, -0.0373, -0.1142, -0.0232, -0.0920, -0.0336, -0.0248,\n", - " 0.0238, 0.0313, -0.0158, -0.0377, -0.0832, -0.0189, -0.0183, -0.0170,\n", - " 0.0295, -0.0519, -0.0308, -0.1033, -0.0951, -0.1138, -0.1794, -0.0275,\n", - " -0.0421, -0.0760, -0.0067, -0.0455, -0.0449, -0.0350, -0.0520, -0.0168,\n", - " -0.0117, -0.0705, 0.0124, -0.0135, -0.0984, -0.0491, -0.0419, 0.0383,\n", - " 0.0055, -0.0940, 0.0520, 0.0210, 0.0569, -0.1007, 0.0273, -0.0406,\n", - " -0.0539, -0.0839, -0.0501, 0.0564, 0.0291, -0.0338, -0.0411, -0.0584],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.7320e-01, 2.7564e-01, 1.6801e-01, -1.0946e-01, 1.6433e-01,\n", - " -1.1501e-01, -2.5965e-01, -1.3676e-01, -3.0756e-01, -4.5222e-01,\n", - " 1.0455e-01, -8.2313e-02, -9.7356e-02, -2.0522e-02, 1.1782e-01,\n", - " 7.8542e-02, -1.1049e-01, 8.0185e-02, 3.4537e-02, -6.8996e-02,\n", - " -6.8539e-04, 2.3121e-01, 1.2190e-01, 1.4254e-01, -7.6825e-02,\n", - " 1.5386e-01, 9.6756e-04, 1.0246e-01, 1.4043e-01, -1.5966e-01,\n", - " 9.6837e-02, -7.7318e-02, -1.9484e-01, -1.9053e-01, 1.0360e-01,\n", - " 5.3831e-02, -4.9414e-02, -6.6477e-02, -3.7657e-01, -7.1103e-02,\n", - " -1.0054e-01, 2.5992e-02, 8.5837e-02, -1.5185e-01, -1.9960e-01,\n", - " 3.3462e-02, 9.3283e-02, 1.0449e-02, -1.1986e-01, 2.9790e-02,\n", - " 8.9505e-02, -5.6212e-01, 1.6015e-02, -1.9010e-01, -1.0605e-01,\n", - " 4.2881e-01, -1.3245e-01, 2.2508e-02, 5.6486e-02, 1.3082e-02,\n", - " 6.0775e-02, -1.2402e-01, -1.5106e-01, -2.7335e-02, 4.6939e-02,\n", - " 6.7610e-02, -4.5839e-02, -1.4043e-01, 2.6865e-02, 1.1789e-01,\n", - " 8.3281e-02, -1.1749e-01, -2.7336e-02, -1.0146e-01, -1.0023e-02,\n", - " 1.8679e-02, -4.6721e-02, 1.0331e-01, -2.6473e-02, -2.3453e-03,\n", - " 3.5099e-02, 7.7252e-02, -8.4766e-02, 2.6956e-02, -1.0387e-02,\n", - " 7.5344e-03, 4.8875e-02, 1.5754e-01, 2.8643e-02, -3.7302e-01,\n", - " 2.1546e-02, -5.0943e-02, -1.3887e-01, -3.7433e-02, 1.0358e-01,\n", - " -8.3962e-02, 3.5827e-03, 1.5992e-02, 3.8199e-02, 3.9727e-02,\n", - " 1.0444e-01, 8.0221e-03, 1.9151e-03, 1.0797e-01, 2.7536e-02,\n", - " -6.8220e-02, -1.7814e-01, -1.2172e-01, -9.4352e-03, 6.9027e-03,\n", - " 4.2963e-02, 6.0186e-02, 3.5739e-02, -8.4796e-03, 2.8408e-02,\n", - " -2.6423e-02, 4.9959e-02, -1.2033e-01, -6.1035e-02, -3.7870e-02,\n", - " -3.9938e-02, -1.0540e-01, 6.1891e-02, -1.0943e-01, 2.5029e-02,\n", - " -1.8734e-02, 5.7372e-02, 3.3772e-02, -5.6644e-02, 1.0357e-01,\n", - " -3.0201e-02, -1.6234e-02, -8.5402e-03, 5.3458e-02, 3.5594e-02,\n", - " 3.1099e-01, -4.3909e-03, 2.9640e-02, 3.5402e-02, 4.8827e-02,\n", - " 5.5762e-02, -3.7136e-02, -4.3377e-02, -9.0666e-03, 2.9445e-01,\n", - " 2.8900e-02, 1.6810e-01, 1.8640e-01, 7.0300e-02, 7.3995e-03,\n", - " 3.0445e-03, 2.0979e-02, -5.8626e-02, -8.9109e-02, 3.3598e-02,\n", - " -1.5182e-01, -1.3335e-02, -3.4212e-02, -8.5288e-02, 2.9526e-02,\n", - " -4.1458e-02, -4.6676e-03, -3.0182e-02, -4.1767e-02, 9.5861e-03,\n", - " 4.8522e-02, 1.8692e-02, 2.4852e-02, 6.2277e-02, 3.6467e-02,\n", - " -1.4704e-02, -2.1897e-02, 1.4816e-02, -3.1324e-02, -7.2268e-02,\n", - " -2.7947e-02, -4.2553e-03, 7.6898e-02, 1.9814e-02, 1.2107e-02,\n", - " -1.3267e-03, -1.9437e-02, -1.3880e-02, 2.0714e-02, 5.3281e-02,\n", - " -3.7401e-04, -4.2188e-02, 6.7908e-02, -5.8861e-02, 3.9379e-01,\n", - " -6.2880e-02, 7.7869e-02, 8.6686e-03, -1.0203e-01, 7.9725e-02,\n", - " 1.5196e-01, 3.2455e-02, -5.8956e-02, -5.4950e-02, 1.4758e-01,\n", - " -1.2702e-02, 6.1879e-02, -3.1377e-02, 6.6695e-02, 4.1350e-01,\n", - " -9.6838e-02, -1.6969e-02, 8.8450e-02, -7.1085e-02, -1.4452e-01,\n", - " 1.9861e-01, -6.6498e-02, 2.0113e-01, -7.8476e-03, -4.7528e-02,\n", - " 2.4191e-01, 1.3656e-01, 9.5301e-02, -6.4145e-02, -7.1374e-02,\n", - " 3.2755e-02, 3.4154e-02, -1.2198e-01, 1.0070e-01, 4.2204e-02,\n", - " -4.1294e-02, -2.7414e-01, 7.8458e-02, 1.7985e-02, -5.3209e-02,\n", - " 1.7914e-01, -5.9048e-02, 1.9316e-02, 3.4753e-02, 4.9406e-02,\n", - " -9.9810e-03, -2.3435e-02, -2.4189e-02, -1.4754e-02, -5.4571e-02,\n", - " 5.5427e-03, -1.3005e-01, -6.0540e-02, -3.5419e-02, -1.6945e-01,\n", - " 7.2037e-02, -2.0355e-01, -2.4700e-02, 5.9223e-01, -3.2709e-02,\n", - " -3.6467e-01, 1.3766e-01, 7.3804e-03, -5.7466e-02, -4.5262e-01,\n", - " 5.3320e-01, 1.4653e-02, -5.3511e-01, -7.9959e-02, -2.7725e-01,\n", - " -4.9290e-02, -8.2923e-02, -1.2798e-01, -4.8806e-02, 4.0604e-01,\n", - " -9.3989e-02, 3.1515e-02, -4.7405e-02, -2.5840e-01, 9.2174e-02,\n", - " -2.2418e-02, 1.0518e-01, 2.5103e-01, -2.5583e-02, -8.0158e-02,\n", - " -1.1482e-01, -9.4407e-03, -1.7852e-01, -4.0589e-01, -6.8807e-02,\n", - " -1.0773e-01, 1.4703e-02, -6.8576e-02, -7.0198e-02, -8.9323e-02,\n", - " 6.0330e-02, 9.7816e-04, -1.0086e-02, -1.7715e-01, -1.6224e-01,\n", - " -2.1147e-01, 8.4533e-02, -3.0224e-01, 1.1185e-01, -8.5589e-03,\n", - " -6.6196e-03, 6.0883e-02, -7.1100e-02, 6.0094e-02, 1.0731e-01,\n", - " -1.3487e-01, 8.3011e-02, -6.0105e-01, -3.5929e-02, 7.3076e-02,\n", - " -5.7277e-02, 4.3773e-02, -1.1398e-01, 5.3938e-02, -1.5496e-01,\n", - " 1.1288e-01, 1.0715e-01, -4.6787e-02, 1.7874e-01, 1.4040e-01,\n", - " -3.8578e-02, 1.1868e-01, 8.4559e-03, -1.8232e-01, 7.5751e-02,\n", - " -6.0354e-02, 5.3493e-02, -7.4604e-02, 2.2840e-02, 1.5490e-02,\n", - " -1.3711e-01, -6.9488e-02, 1.3589e-01, 1.1215e-01, 2.1697e-01,\n", - " 1.7026e-01, -1.8576e-02, 2.5642e-02, -4.4382e-02, -7.3328e-02,\n", - " -6.6732e-02, -2.2719e-01, 2.1527e-01, 2.3750e-01, 3.3245e-02,\n", - " -1.3371e-01, 7.4754e-02, -1.8352e-02, -2.8568e-01, 6.0296e-02,\n", - " 1.8279e-01, -3.4655e-01, -1.7734e-01, -1.5439e-01, -4.2068e-02,\n", - " -7.3426e-02, -2.2166e-01, 7.0533e-02, -2.1574e-02, -1.5921e-01,\n", - " -6.5094e-03, 4.6895e-03, -9.1767e-02, 3.2723e-01, 3.8830e-02,\n", - " -7.0434e-02, -1.1525e-01, -5.2732e-02, -3.8188e-01, 8.1533e-02,\n", - " -8.2644e-02, -4.3686e-02, 4.2705e-02, -3.6868e-02, -1.2710e-01,\n", - " 6.6387e-02, 3.1489e-01, -9.6629e-02, 2.8232e-02, 2.0438e-01,\n", - " -2.5586e-01, -1.9172e-01, -8.1620e-02, -7.8418e-02, -5.0672e-02,\n", - " -1.4263e-03, -1.7466e-01, 2.9178e-01, -1.4581e-01, 4.5171e-01,\n", - " 2.3722e-02, -6.7360e-02, -3.2100e-01, 9.5195e-02, -3.0183e-02,\n", - " 8.8918e-02, 9.8326e-02, -3.8812e-02, 7.0108e-03, -2.7218e-02,\n", - " 1.2149e-01, 1.2170e-01, 6.4152e-02, 1.3856e-01, 2.0319e-01,\n", - " -1.2406e-02, -3.3662e-02, -2.9577e-01, -6.0254e-02, -1.5550e-01,\n", - " -1.7203e-02, -8.5194e-02, -1.0121e-01, 1.2949e-01, -2.2391e-02,\n", - " 7.1436e-02, -2.2944e-02, -5.5513e-02, 3.1333e-02, -1.3266e-03,\n", - " -1.9792e-02, -3.7933e-02, 4.2671e-02, 6.8155e-02, 1.8280e-01,\n", - " -4.4027e-02, 7.4757e-02, -1.7191e-02, 2.0812e-01, -1.4751e-01,\n", - " -6.4549e-03, 3.4848e-02, 1.2639e-01, 8.1256e-02, 2.6128e-02,\n", - " 1.5166e-01, 2.5059e-02, 1.1826e-02, 3.9595e-02, 6.2490e-02,\n", - " 1.5677e-02, 9.7257e-03, 1.0735e-01, 5.3689e-02, 2.3702e-02,\n", - " -1.2501e-02, -4.3975e-03, -9.2992e-02, 7.3544e-03, 3.3834e-02,\n", - " 5.1966e-01, 1.1597e-01, -3.8785e-02, 1.3125e-02, 6.0365e-02,\n", - " -1.0053e-01, 2.4324e-02, -8.9363e-02, 3.4038e-02, -1.1178e-01,\n", - " 5.2339e-02, 1.8750e-03, 9.4650e-03, -1.1856e-02, -5.7726e-02,\n", - " 3.7086e-02, -1.2743e-01, -1.8709e-01, -5.7171e-02, 2.1731e-02,\n", - " -4.8788e-03, -3.7495e-03, 6.1311e-02, -2.2428e-02, 1.2139e-01,\n", - " 1.2845e-02, 4.0430e-02, 6.4236e-02, -1.1398e-01, 6.0150e-02,\n", - " -1.3802e-02, -8.4135e-02, 3.5113e-02, -8.6468e-02, -4.2051e-02,\n", - " 1.5604e-01, 2.7852e-02, 2.8703e-02, -1.7455e-02, 7.2719e-02,\n", - " 1.1109e-01, -6.4430e-02, 7.3712e-02, -7.8993e-03, 4.7608e-02,\n", - " -1.6314e-01, -7.6833e-04, 2.9831e-03, 2.2381e-02, -5.3821e-02,\n", - " -2.6207e-02, -4.7822e-02, 1.1914e-02, -6.0980e-02, -5.8691e-02,\n", - " -1.1302e-01, -8.0492e-02, -5.9016e-02, 4.7241e-02, -3.9762e-03,\n", - " -1.6534e-02, 1.2901e-01, 2.6081e-03, 4.7595e-02, 4.6179e-03,\n", - " 1.3729e-02, -9.8050e-02, -3.9306e-02, 5.8834e-02, 4.1617e-02,\n", - " -3.9325e-02, 2.8185e-02, 1.7843e-01, 5.7797e-03, 1.6322e-01,\n", - " -1.0136e-02, -9.2339e-02, 5.5120e-02, 1.7150e-02, -1.1160e-01,\n", - " -1.6542e-01, -5.8538e-02, 2.0441e-01, -8.1838e-02, -1.1547e-02,\n", - " -1.2214e-01, -3.7454e-02, 2.8398e-02, -1.1025e-01, -3.9965e-02,\n", - " 5.4967e-02, 1.2523e-01, 8.2581e-03, -1.5706e-02, 9.6512e-02,\n", - " 6.3146e-02, -4.8508e-02, -4.8220e-02, 1.6431e-01, -1.5689e-01,\n", - " -4.2196e-02, -1.4467e-01, -7.2190e-02, -9.8855e-02, 1.1092e-01,\n", - " -1.3427e-01, -2.1102e-02, 2.8980e-02, 5.8931e-02, -1.9289e-01,\n", - " 3.9312e-02, -8.9614e-02, 1.8962e-01, 1.5337e-01, -4.9258e-02,\n", - " 1.4467e-01, -7.1784e-02, -1.7800e-02, 4.2765e-02, -1.0496e-01,\n", - " -4.3258e-02, 2.4272e-01, 3.5461e-02, 9.0323e-02, 6.4709e-02,\n", - " -1.3383e-01, 9.2523e-02, 1.3498e-01, -1.5756e-02, 6.8946e-02,\n", - " -4.8128e-02, -6.7364e-02, 2.8747e-02, 4.4364e-02, -1.1018e-01,\n", - " -2.3190e-01, -7.9850e-03, -2.5743e-02, -1.6074e-01, 1.0216e-02,\n", - " -1.0832e-01, 3.2553e-03, -1.8579e-02, 1.3821e-01, -4.7067e-02,\n", - " 3.1258e-02, 1.8454e-02, 1.4777e-01, 1.7165e-02, -2.7422e-02,\n", - " 7.1260e-02, 1.3168e-01, -5.1671e-02, -5.5426e-02, 4.6418e-02,\n", - " -6.2156e-02, -3.5482e-02, 2.3922e-02, 1.0066e-01, -3.2118e-03,\n", - " 6.3788e-02, 2.0837e-02, 3.4611e-02, 3.3444e-02, -1.4793e-01,\n", - " -1.2542e-01, 4.1686e-02, -5.0338e-02, -6.2926e-02, 6.5407e-03,\n", - " 6.2322e-02, -1.8277e-02, -5.3374e-03, 2.7269e-02, 9.6309e-03,\n", - " -1.1980e-01, -2.3828e-01, 3.3603e-02, -3.6013e-01, -1.6221e-01,\n", - " 1.9689e-01, -7.6836e-02, 9.5773e-03, -2.9806e-01, -2.2550e-01,\n", - " 9.9112e-02, 5.5622e-03, 1.2271e-01, -3.9162e-02, -2.5245e-02,\n", - " -1.4887e-01, 1.4583e-01, -1.0624e-01, 3.8377e-02, 1.2560e-01,\n", - " -3.6513e-02, -1.3570e-02, -1.1723e-01, -1.0367e-02, 1.4196e-01,\n", - " 1.0923e-01, -1.7966e-02, 6.1588e-02, -5.4218e-02, 1.0561e-02,\n", - " -2.6577e-02, -6.6006e-02, 2.6353e-01, 3.3464e-02, -5.2366e-02,\n", - " 1.1190e-01, -3.3754e-02, -1.4095e-02, 5.6536e-02, 1.2747e-01,\n", - " -7.5171e-02, 1.8377e-01, -6.4150e-02, -9.7813e-02, 3.8508e-02,\n", - " 9.0241e-02, 3.5016e-02, -9.3217e-02, -2.4868e-02, 6.6117e-02,\n", - " -1.9959e-03, 2.2771e-04, 3.8253e-02, -5.8056e-02, -9.9978e-02,\n", - " 5.4882e-02, -5.5983e-01, -5.8213e-02, 9.8691e-03, 1.6316e-01,\n", - " -9.9931e-03, 5.0991e-02, 1.2060e-01, 7.6161e-02, -6.2427e-03,\n", - " 7.9776e-02, -6.4415e-02, 4.7739e-02, 1.0165e-01, -1.4638e-01,\n", - " -4.5975e-01, -3.5137e-02, -6.4740e-02, 3.6821e-01, -1.7787e-01,\n", - " -8.4177e-02, 6.7361e-02, 1.0351e-01, 6.3708e-03, -5.1051e-02,\n", - " 4.6443e-01, 6.1040e-02, -4.9465e-02, 1.3759e-01, 1.1129e-02,\n", - " -1.5333e-02, 2.3792e-01, -1.8632e-02, -1.0662e-01, 9.9842e-02,\n", - " 4.6955e-02, 3.8062e-02, 1.5958e-01, 1.3527e-03, 2.3986e-02,\n", - " -3.4152e-03, 3.3280e-02, -1.5283e-02, 9.5744e-03, -2.2178e-02,\n", - " 3.3018e-02, 3.5798e-02, -4.5944e-02, 6.0943e-03, -1.1503e-01,\n", - " 4.3222e-02, -1.1779e-01, 3.8099e-02, 4.9425e-02, 5.1690e-02,\n", - " -7.6169e-03, -2.3869e-02, 1.3687e-01, 1.6250e-01, -6.4569e-03,\n", - " -6.2928e-02, -4.0630e-02, -2.2092e-02, 2.8246e-02, 1.6935e-02,\n", - " 2.3433e-02, -1.6474e-01, -4.2601e-02, -1.1407e-01, 5.0228e-02,\n", - " 2.3031e-01, -6.1036e-02, 2.6556e-02, 5.3949e-02, -1.8469e-02,\n", - " 7.1338e-02, -7.3462e-03, -4.6701e-01, -8.6443e-03, -2.1607e-02,\n", - " -1.8485e-01, 7.2641e-03, 9.4939e-02, -2.3559e-02, -2.2438e-02,\n", - " -4.6744e-02, -1.7221e-01, -9.2950e-03, -7.6654e-02, -2.3064e-03,\n", - " 4.6992e-02, -1.3251e-03, -3.4719e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.2470e-03, -1.1920e-04, 4.6079e-03, -3.1561e-03, 4.3431e-03,\n", - " -2.5806e-04, -5.0659e-03, -1.3902e-03, -5.4021e-03, 1.6513e-02,\n", - " -1.3870e-04, -3.4022e-03, 4.6551e-03, -1.7483e-04, -9.4910e-04,\n", - " -2.4911e-03, -5.1636e-03, -4.9368e-03, -3.7888e-03, -6.9530e-04,\n", - " -4.8290e-03, -1.9486e-03, 5.6278e-03, -6.4632e-03, 5.0100e-03,\n", - " 7.3379e-03, 1.0708e-02, -1.2730e-02, -5.9149e-03, 8.0134e-04,\n", - " -7.1502e-03, 5.3072e-04, 3.9203e-05, 4.0269e-03, 3.2698e-03,\n", - " 4.6497e-03, 4.1828e-03, 1.0847e-02, 1.0813e-02, 6.6262e-03,\n", - " 4.1618e-04, 3.7545e-03, -1.5762e-03, -1.1121e-03, 9.7172e-03,\n", - " 1.8708e-03, 7.0494e-03, 2.0148e-03, -4.4561e-03, 6.0335e-03,\n", - " -1.5361e-03, -3.8239e-03, -4.2156e-03, 1.1866e-02, -2.0446e-03,\n", - " -8.1411e-03, -4.0120e-03, -6.2358e-03, -6.0407e-03, 5.3579e-03,\n", - " 5.1899e-03, -8.6167e-03, -4.4947e-04, 3.5000e-03, -1.8516e-03,\n", - " -5.6742e-03, -4.2965e-03, -3.0243e-04, 7.1235e-03, 8.0150e-04,\n", - " 1.2844e-03, -1.1586e-02, -3.0757e-03, -5.1292e-03, -1.9154e-03,\n", - " -1.2069e-02, 6.8372e-03, -3.7349e-03, 1.1672e-03, 8.2992e-04,\n", - " 5.1807e-03, -4.9499e-03, -9.4046e-04, -6.4076e-03, -3.2127e-03,\n", - " 5.7733e-03, -8.4632e-03, 8.0267e-03, 1.0891e-03, -1.9436e-02,\n", - " 1.5872e-02, -1.9850e-03, 4.4641e-03, -1.0602e-02, -3.8690e-03,\n", - " 3.0769e-03, -9.8334e-04, 1.0641e-03, 3.4959e-03, 2.4596e-03,\n", - " 6.1120e-03, 3.1402e-03, -7.4678e-03, 7.0960e-04, -1.9886e-03,\n", - " 7.6009e-03, -3.8046e-03, -6.1919e-03, 6.4533e-04, -3.1439e-03,\n", - " -5.7226e-03, 6.0875e-03, 2.4895e-05, -4.9897e-03, -1.1555e-03,\n", - " -7.1541e-04, -4.6024e-03, -1.2073e-02, 9.2685e-03, 5.1200e-03,\n", - " 4.1310e-03, -4.5147e-03, 3.1825e-03, 1.9501e-03, 7.8177e-03,\n", - " -4.1686e-03, 2.2223e-04, 6.8082e-03, -7.5743e-03, 8.3183e-03,\n", - " -9.8970e-04, -1.1739e-03, -5.2149e-03, 2.0634e-03, 3.6613e-03,\n", - " 7.9307e-03, -1.9686e-03, 2.6337e-03, -7.4776e-03, 1.0666e-02,\n", - " 8.6025e-03, -3.4684e-03, -4.8284e-03, -5.6594e-03, 2.0071e-02,\n", - " -4.3614e-03, 8.0585e-03, 6.7736e-03, 2.2227e-03, 2.0749e-03,\n", - " 4.7810e-03, -2.7787e-03, -4.5497e-03, -3.4538e-03, 6.3264e-04,\n", - " 2.0299e-03, -6.6639e-03, -4.8250e-03, -1.3183e-02, 1.4143e-04,\n", - " -9.7408e-03, 4.9886e-03, -2.2729e-04, -8.9756e-03, -3.4896e-03,\n", - " -7.4078e-03, -5.8085e-03, -3.9339e-03, 7.9006e-03, 7.9996e-03,\n", - " -1.8455e-05, -3.2963e-03, 3.2712e-04, 1.0741e-03, -2.6993e-03,\n", - " -5.5264e-03, -1.8123e-03, 6.2596e-04, 2.8007e-03, 1.9259e-03,\n", - " 6.5844e-03, 4.4214e-03, 6.7486e-03, 4.6588e-03, 3.1888e-03,\n", - " 4.2958e-03, 3.2305e-03, 1.3668e-03, 3.4550e-04, 2.1624e-02,\n", - " 3.5299e-03, -2.4475e-03, -5.5032e-03, 3.3425e-03, -9.8938e-03,\n", - " -6.5203e-03, -4.4474e-03, 2.3073e-03, 2.4825e-03, -2.0325e-03,\n", - " -8.1897e-04, -2.2881e-03, 5.0828e-03, 4.7629e-03, 6.5203e-04,\n", - " 9.4280e-04, 3.4648e-03, -1.5629e-03, 1.3728e-03, -2.5695e-03,\n", - " -9.7179e-03, 1.1671e-03, -1.8411e-03, 1.5144e-03, -2.0073e-04,\n", - " -5.4003e-03, -1.9010e-04, -4.1864e-03, 9.8962e-03, -3.1431e-03,\n", - " -6.8543e-03, -3.0576e-03, -1.5540e-04, -5.5030e-04, -3.9187e-03,\n", - " -7.2448e-04, 1.0588e-02, 1.9787e-03, 2.6917e-03, -1.3206e-03,\n", - " -5.1123e-03, 5.2987e-03, -1.3027e-03, 4.2485e-04, 2.6784e-04,\n", - " 6.0593e-03, 3.4316e-03, -5.4926e-05, 3.0574e-03, 2.8558e-03,\n", - " 2.8907e-03, 4.2674e-03, 1.2046e-03, 7.6023e-03, 3.6620e-03,\n", - " -1.1088e-02, 1.0598e-02, 1.1425e-03, -7.8490e-03, -1.2543e-03,\n", - " 1.2815e-02, 4.3294e-03, 3.8940e-03, -2.0711e-03, -1.4461e-03,\n", - " -7.9667e-03, -3.5114e-03, 1.4405e-02, -4.6438e-03, 2.1489e-03,\n", - " 5.5370e-03, 1.1704e-02, -2.0782e-03, 6.6384e-03, -8.3118e-03,\n", - " -1.9808e-03, -2.5821e-03, 6.7746e-03, 1.5061e-03, -1.4028e-03,\n", - " 1.8406e-03, -7.6073e-03, -8.4268e-03, 7.5447e-03, 2.8804e-03,\n", - " 2.0071e-03, 2.7718e-03, 3.2720e-03, -1.0896e-03, -6.5392e-03,\n", - " 9.8332e-04, 3.5498e-03, 5.2902e-03, -2.3314e-03, 6.7990e-04,\n", - " 7.4625e-04, -7.0474e-03, -7.2756e-03, 2.2246e-03, -1.5508e-03,\n", - " -1.3465e-04, 6.7614e-03, 4.0286e-03, -1.2825e-02, 5.7042e-03,\n", - " 8.8918e-04, -1.3626e-03, 8.6332e-04, -9.7062e-03, 1.7268e-03,\n", - " 4.9055e-04, 6.0956e-03, 5.4950e-03, 6.2110e-03, 6.0843e-03,\n", - " 3.4672e-03, -8.3642e-03, 6.4734e-05, -1.0586e-02, 3.8304e-03,\n", - " -6.9621e-03, -4.4530e-03, 5.6207e-03, -5.8821e-03, 5.3550e-03,\n", - " 1.2501e-03, -4.8002e-03, -9.8423e-03, -8.6727e-03, 5.9714e-04,\n", - " 1.3846e-04, -9.1168e-04, -5.9143e-03, -3.1042e-04, -3.8824e-03,\n", - " -2.8302e-03, 3.0701e-03, 7.9194e-03, -5.6764e-03, -7.9514e-03,\n", - " -1.1876e-02, -6.4072e-03, 9.8141e-03, 1.1784e-02, -4.4489e-03,\n", - " -1.4549e-03, 2.3532e-03, 1.1932e-03, -1.3295e-02, 1.3960e-03,\n", - " 8.5535e-04, -1.1038e-02, 2.6521e-03, -1.2767e-02, 1.9987e-04,\n", - " -1.1103e-02, 1.5294e-03, -3.4077e-03, 2.6258e-03, 4.1966e-03,\n", - " 2.2695e-03, 9.9569e-03, -6.0308e-03, -6.8261e-04, 3.6186e-03,\n", - " 3.1012e-04, -2.9737e-03, -9.1448e-03, -6.0040e-03, -4.7155e-03,\n", - " -2.5581e-03, 1.7842e-03, 4.4440e-03, 1.8461e-03, 4.2548e-03,\n", - " -6.2460e-03, -7.1818e-03, -1.6346e-04, -2.1011e-03, -6.0896e-03,\n", - " -3.3830e-04, 3.2892e-04, 1.5842e-03, 3.0874e-03, 3.9469e-03,\n", - " 5.9877e-03, -6.2124e-03, 8.7982e-04, -6.8182e-03, -9.3356e-03,\n", - " 2.3618e-03, -8.0719e-04, -2.4822e-03, 1.0601e-02, -6.6501e-03,\n", - " -3.5422e-03, 2.7413e-03, 2.8973e-03, 5.5702e-03, 1.9828e-03,\n", - " -2.3673e-03, -1.5551e-03, 1.9931e-03, 3.1656e-03, 4.0783e-03,\n", - " 4.8626e-04, 6.6947e-03, -4.6916e-03, -1.3845e-03, -9.6774e-03,\n", - " -9.9566e-05, 5.1180e-03, -2.2834e-03, 1.2064e-03, -4.3550e-03,\n", - " 5.2013e-04, 4.6435e-03, -7.2695e-03, 6.9903e-03, 2.7208e-03,\n", - " -3.0689e-03, -4.9866e-03, 2.6796e-03, 1.5761e-03, 6.3831e-03,\n", - " -2.9030e-03, -1.4262e-03, 2.6076e-04, -1.8218e-03, -8.1130e-03,\n", - " 5.1950e-03, -1.0137e-02, -1.6106e-03, -2.4815e-03, -2.8463e-03,\n", - " 5.9207e-03, 2.4150e-03, 1.9148e-03, 8.0048e-03, -9.0899e-04,\n", - " 2.0875e-03, -9.7611e-04, 2.1602e-03, 2.7921e-03, 7.3744e-03,\n", - " 4.5901e-03, 1.8440e-03, -6.5460e-03, 7.2689e-03, 4.8562e-03,\n", - " 3.0542e-03, -8.1519e-04, -6.6916e-05, 6.5483e-03, -1.3926e-04,\n", - " -7.1967e-03, -3.7616e-03, -4.4375e-03, 3.0637e-03, 9.2903e-03,\n", - " -3.6695e-03, 6.4834e-04, -1.3021e-03, -3.3830e-03, -2.3933e-03,\n", - " -4.7595e-04, -1.9522e-03, -2.0408e-03, 1.9471e-03, 4.1722e-03,\n", - " 8.1013e-04, 1.9483e-03, 3.6480e-04, 1.7841e-03, -3.0006e-03,\n", - " -2.8441e-03, -1.3164e-04, 1.3392e-03, -2.5795e-04, 4.0011e-03,\n", - " 2.2979e-04, -2.6279e-03, 6.9032e-03, -3.7780e-03, 1.2662e-03,\n", - " -3.0393e-04, -2.5361e-03, 6.2284e-03, -5.0165e-03, -3.7989e-03,\n", - " 7.9342e-03, -2.4121e-03, 6.1822e-04, -2.3063e-03, -1.6079e-03,\n", - " -3.1107e-03, -9.4440e-04, -8.6168e-03, -1.7433e-03, 1.0860e-02,\n", - " -6.7330e-03, 1.4631e-03, -3.9264e-03, 2.7336e-03, -2.0671e-03,\n", - " -2.9078e-03, 3.6757e-03, -8.0931e-03, -2.0520e-03, -5.0601e-05,\n", - " -2.5430e-03, -1.6457e-03, 4.1547e-03, 3.9564e-04, 3.8542e-03,\n", - " -3.7395e-04, 5.9053e-03, -1.7660e-03, 3.8562e-04, 1.3720e-03,\n", - " 4.3301e-04, -9.1916e-03, -6.7282e-04, -2.4973e-03, 2.0779e-03,\n", - " 7.8103e-03, 4.1352e-03, -4.5572e-03, 2.4289e-03, -5.4116e-03,\n", - " -2.9837e-03, -2.5157e-03, -2.9894e-03, 9.2505e-04, 6.1965e-04,\n", - " 4.2563e-03, -6.1347e-03, 4.6927e-03, -3.5274e-03, -1.2582e-03,\n", - " -3.3952e-03, 1.9047e-03, -5.5998e-04, -1.4627e-03, -8.8564e-03,\n", - " -4.4272e-03, 6.2372e-03, 5.8206e-04, -9.3857e-03, 5.5110e-03,\n", - " -4.6755e-04, -1.5582e-03, -1.1438e-02, 6.3529e-03, 2.4976e-03,\n", - " -7.1437e-03, -1.7685e-03, -5.8337e-03, 3.4619e-04, -2.4055e-03,\n", - " -5.0630e-03, 7.4639e-03, 3.2297e-03, 8.0671e-04, -3.8354e-04,\n", - " 7.0612e-05, 7.1299e-03, 2.7232e-03, 1.8776e-03, -6.2731e-03,\n", - " 4.4811e-03, 4.9442e-03, -1.7353e-03, 7.4945e-04, 3.5349e-03,\n", - " 4.6123e-03, 1.0973e-03, 8.8787e-03, 1.2350e-02, 4.3001e-03,\n", - " 6.0430e-03, -3.9962e-04, 5.6535e-03, -2.7206e-03, 4.2285e-04,\n", - " 4.7691e-04, -2.9674e-03, 4.0179e-03, 1.7415e-03, -5.4990e-03,\n", - " -4.6904e-03, 2.4732e-03, 4.1243e-04, -1.8344e-03, 1.0910e-03,\n", - " -5.7840e-03, 8.3440e-03, 4.7510e-03, 9.1619e-03, -3.5300e-03,\n", - " -6.5683e-03, -2.8051e-03, 3.9208e-03, 2.8168e-04, -6.4946e-04,\n", - " 1.1568e-03, 5.6930e-03, -2.4589e-04, -8.7291e-03, 2.8622e-04,\n", - " 6.1108e-03, 3.5566e-04, 6.7640e-03, 1.9732e-03, -1.0824e-02,\n", - " 3.2188e-03, -6.3907e-04, -3.1048e-03, 1.7361e-03, -1.5609e-03,\n", - " 1.0463e-02, -3.6212e-03, -8.6391e-04, -7.2842e-03, 9.8570e-04,\n", - " -4.0789e-03, 2.9861e-03, -1.4272e-02, 1.8098e-03, -1.4626e-03,\n", - " 3.0207e-03, 1.1875e-04, 1.3779e-03, -1.2130e-02, -3.2088e-03,\n", - " 8.0327e-03, 3.5879e-03, -2.4478e-04, -9.4577e-03, -5.8266e-03,\n", - " 3.6276e-03, -4.0506e-03, 2.9889e-03, 7.5537e-03, -3.8848e-03,\n", - " -2.7813e-04, 4.7787e-03, 5.7054e-03, -2.8156e-05, -1.1205e-03,\n", - " 9.4752e-03, -2.9348e-03, -1.1014e-03, -5.5219e-03, -3.2049e-03,\n", - " -1.8709e-03, 3.6700e-03, -6.2822e-04, -4.3498e-03, -3.5481e-04,\n", - " -8.6728e-03, -1.2194e-03, -1.8336e-04, 5.4542e-03, -6.0909e-03,\n", - " -2.7877e-03, -8.6330e-04, -4.2260e-03, -1.6759e-03, -6.1510e-04,\n", - " 2.7705e-03, 8.7343e-03, 1.2738e-02, -1.0402e-02, -1.5460e-03,\n", - " -3.5030e-03, 5.6855e-03, -6.0889e-03, 5.2885e-03, 1.2397e-03,\n", - " 6.4746e-03, -3.9876e-03, -7.1194e-03, 4.0617e-03, -1.2035e-03,\n", - " 3.0181e-03, 1.8153e-02, 4.8571e-03, -1.4389e-03, -4.0256e-03,\n", - " -1.4215e-03, -4.1685e-03, -1.2176e-02, -3.9216e-03, 3.7874e-03,\n", - " 2.7529e-03, 1.4144e-02, -4.4793e-03, 7.0816e-04, 3.3765e-04,\n", - " 1.4426e-02, -6.7755e-03, -6.8462e-05, -1.0765e-02, 8.7603e-04,\n", - " -1.1458e-03, -2.4012e-03, -1.8208e-02, 1.5817e-03, 4.0696e-03,\n", - " -2.3120e-02, -5.5583e-03, 8.6350e-03, 1.7475e-03, -5.5555e-03,\n", - " -2.7651e-03, -9.0205e-04, -4.0749e-03, 1.0179e-03, -8.2821e-04,\n", - " -1.9171e-03, -2.8733e-03, -8.4613e-05, 2.2761e-03, -5.4357e-03,\n", - " -1.1103e-03, -1.1556e-03, -2.8371e-04, -5.2364e-03, -1.3415e-03,\n", - " 9.8636e-04, 9.8714e-04, 5.2567e-05, -2.2907e-03, 6.1414e-03,\n", - " -3.6127e-03, 1.9502e-03, 6.5552e-03, 9.0150e-04, -2.8471e-04,\n", - " 4.4339e-04, -2.3325e-03, -2.1127e-03, -3.4575e-03, -5.7528e-04,\n", - " 9.0375e-04, -1.0471e-03, -8.6204e-05, -3.7940e-03, -2.0911e-03,\n", - " 9.4940e-04, -1.0628e-03, 4.9664e-03, 7.3037e-04, -3.4284e-03,\n", - " 3.6383e-03, 7.3874e-03, -4.1659e-03, 3.1823e-03, -2.6189e-03,\n", - " -5.1144e-03, -6.4309e-04, 6.6350e-03, -2.1916e-03, 2.3002e-03,\n", - " 4.1632e-03, -6.5650e-03, 1.4118e-03, -1.7440e-03, -2.6755e-03,\n", - " 3.4951e-03, 2.8732e-03, -1.7719e-03, -3.0961e-03, -3.1050e-03,\n", - " -2.3345e-03, -5.2766e-03, -3.8348e-04], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.4921e-02, 1.8132e-02, -1.8288e-03, -1.4206e-02, -5.0894e-03,\n", - " 4.8221e-02, 8.5166e-03, 2.5981e-03, 2.7892e-02, 2.1551e-02,\n", - " 6.1439e-03, 3.9281e-03, -1.2156e-02, 1.3217e-02, -9.7741e-03,\n", - " -1.6178e-02, -1.5600e-02, 1.5788e-02, -6.4762e-04, 4.2904e-03,\n", - " 1.8258e-02, -3.4663e-03, 1.4401e-02, 4.3977e-02, -1.5816e-02,\n", - " -1.7426e-02, 1.4761e-02, -1.7251e-02, 2.6874e-02, -1.3058e-02,\n", - " 4.4215e-02, 1.7680e-02, -1.1854e-02, -1.7741e-02, -7.4324e-04,\n", - " 1.7306e-02, -5.4225e-02, -2.0079e-02, -7.4739e-03, -2.0194e-03,\n", - " 3.3924e-02, 3.0160e-03, 3.1900e-03, -1.6965e-02, 7.2989e-03,\n", - " -1.1904e-02, -4.2312e-03, 1.4134e-03, -3.5267e-03, 2.5431e-02,\n", - " 9.4091e-03, 2.1810e-03, -2.4993e-02, -1.4065e-03, -1.8494e-02,\n", - " -1.2197e-02, 4.2435e-03, 3.6315e-03, -1.2804e-02, -2.8301e-03,\n", - " -7.5398e-03, -4.4491e-03, 2.1042e-02, 4.0765e-04, -2.2260e-02,\n", - " 6.5892e-03, 9.1140e-03, 2.4256e-03, -2.3631e-02, 2.2210e-02,\n", - " -2.9815e-03, -4.1057e-02, 1.4195e-02, -9.6282e-03, 3.2480e-02,\n", - " -1.4851e-02, 1.5299e-02, -1.3757e-02, 3.6770e-02, -4.2210e-02,\n", - " 9.8289e-03, 1.7749e-02, 1.5550e-02, -2.7928e-02, -3.2709e-02,\n", - " 1.9352e-03, 4.2440e-02, 6.6678e-03, 1.2637e-02, 2.4880e-02,\n", - " -4.2041e-03, -2.5825e-02, 2.4536e-02, 1.2561e-02, 4.0903e-03,\n", - " -1.8097e-02, -3.7761e-02, 4.3217e-02, -2.2104e-02, -6.0344e-02,\n", - " -4.5369e-03, -1.2649e-02, -1.4669e-02, -3.3482e-03, 3.5630e-02,\n", - " -1.3973e-02, -1.1997e-02, 2.3257e-02, 2.6717e-02, 6.2876e-03,\n", - " -5.4595e-03, 1.8707e-02, 3.3541e-02, 1.5454e-02, 8.3214e-03,\n", - " 1.4163e-02, 6.5161e-03, 6.1715e-02, -2.9925e-02, 1.1095e-02,\n", - " -1.3704e-02, 1.9510e-02, 2.2855e-02, 1.8323e-02, -2.2118e-02,\n", - " -1.6011e-02, -2.5868e-04, 1.3484e-02, -5.7017e-02, -1.0072e-03,\n", - " -1.0623e-02, 2.4299e-02, 2.3758e-04, 1.2222e-02, -1.9208e-02,\n", - " -4.0847e-02, 1.2747e-02, -2.7922e-02, -7.9820e-03, -3.3200e-02,\n", - " -4.0855e-02, -4.9498e-02, 2.7119e-02, -2.2179e-02, 1.6361e-04,\n", - " 1.6296e-02, 3.2471e-02, -3.2432e-02, 9.9736e-04, -1.9066e-02,\n", - " 2.6569e-03, -1.3848e-02, -2.8495e-02, -4.7410e-03, -1.6528e-02,\n", - " -1.2160e-02, 4.4841e-02, -2.0999e-02, -2.2275e-02, -3.2732e-02,\n", - " -2.8265e-02, 2.3457e-02, -2.5313e-03, 3.5677e-02, 1.0989e-02,\n", - " -3.4196e-02, 1.2228e-02, 1.7594e-03, 1.7916e-02, 6.4718e-03,\n", - " -5.7328e-02, 2.1537e-02, -1.5395e-02, 1.0865e-02, 1.5307e-02,\n", - " 4.2381e-02, 6.3812e-03, 5.6162e-02, -3.4113e-02, -1.1295e-03,\n", - " -4.5396e-03, 4.3266e-03, -7.9750e-03, -2.9166e-02, 1.9396e-03,\n", - " -7.5277e-03, -7.5666e-02, 1.3804e-02, -5.6719e-02, -5.9091e-02,\n", - " 1.5869e-02, 1.7618e-02, -7.2110e-03, 6.5488e-03, 5.4746e-02,\n", - " 5.1521e-02, 2.7586e-04, -1.4525e-02, 5.7272e-02, -2.3869e-03,\n", - " 2.9570e-02, 9.0027e-03, -6.9851e-03, -3.2935e-02, 3.0641e-03,\n", - " -3.2481e-02, -1.0294e-01, -6.5088e-02, 2.2527e-02, -1.4005e-02,\n", - " -8.7853e-03, 1.6198e-02, -1.8955e-02, 1.2850e-02, 6.1760e-02,\n", - " 2.1530e-02, -1.9710e-02, -2.9572e-02, 9.4909e-02, 4.8718e-03,\n", - " -6.5398e-02, 2.0899e-02, 5.6139e-02, -3.5306e-02, -1.4403e-02,\n", - " 3.8991e-02, -6.5315e-02, -1.6949e-02, 4.3898e-02, 5.8725e-02,\n", - " 4.4739e-02, 5.8222e-02, 2.6367e-02, 2.5034e-02, 2.9534e-02,\n", - " 1.4338e-02, 3.7384e-03, -3.9763e-02, -4.5705e-03, 2.7633e-02,\n", - " -2.2981e-02, 9.2623e-03, -3.1930e-02, -5.2171e-02, -6.6210e-02,\n", - " 1.7983e-02, -6.6394e-02, -2.5487e-02, -4.3274e-03, -3.3855e-02,\n", - " -2.9861e-02, 9.9809e-03, 3.5956e-02, -4.2874e-02, -1.5036e-01,\n", - " -5.9239e-02, -3.3347e-02, 2.1216e-02, 1.1889e-02, 2.2204e-02,\n", - " -3.4184e-02, 2.0860e-02, -3.7539e-04, 1.7698e-02, 1.7320e-03,\n", - " 1.6163e-02, -9.8547e-04, 1.1963e-03, 8.5624e-03, 4.4162e-02,\n", - " -9.2546e-03, -3.5371e-02, 1.0705e-02, 3.7292e-02, -2.9033e-03,\n", - " -2.8414e-02, -2.3689e-02, -3.7852e-03, -1.2282e-02, 1.4291e-02,\n", - " -2.4832e-02, 1.1256e-02, -7.7132e-03, 3.9797e-02, 8.7659e-03,\n", - " 3.3073e-03, 5.5257e-03, 1.0355e-02, -2.9065e-02, -3.0827e-02,\n", - " 2.7222e-03, -1.4220e-02, 2.5723e-02, -6.9475e-03, -2.8611e-02,\n", - " -2.5098e-02, -2.1229e-02, -3.1856e-04, 1.3621e-02, -2.4298e-02,\n", - " -2.3487e-02, -2.3772e-02, 4.9479e-03, 3.8109e-02, 4.6633e-03,\n", - " -7.9865e-03, 7.2746e-03, 1.1050e-02, 3.6899e-03, -2.5407e-02,\n", - " -4.3841e-04, 1.2744e-02, -7.7776e-03, 1.4023e-02, 3.2307e-03,\n", - " -3.8174e-02, 1.8605e-02, 8.9998e-03, -1.1120e-02, 8.0471e-03,\n", - " -3.8893e-03, 5.4588e-03, -1.7195e-02, 6.5207e-03, 3.9683e-03,\n", - " 1.9861e-02, 1.5834e-03, -1.6853e-02, 7.4338e-03, 4.8273e-03,\n", - " 1.3487e-02, -6.6260e-03, 8.1906e-04, -2.5048e-02, -3.7170e-02,\n", - " -1.4492e-02, -1.2736e-02, 7.2295e-03, 1.8954e-02, -8.7741e-03,\n", - " 1.3491e-02, -3.3118e-03, -3.0792e-02, 7.8088e-03, 1.9363e-02,\n", - " 7.5045e-03, 9.9206e-03, 1.2427e-02, 5.4910e-03, -4.8389e-02,\n", - " 4.1142e-04, -9.2759e-03, -3.8478e-04, -1.1067e-02, -7.9037e-03,\n", - " -2.5851e-02, -1.2140e-02, -2.4124e-02, -3.3000e-03, -6.0399e-03,\n", - " 1.7206e-02, 1.6482e-02, 5.5713e-04, 1.5408e-02, 3.8800e-02,\n", - " -5.7804e-03, -5.5857e-03, 1.8814e-03, -1.0170e-03, 4.3154e-04,\n", - " -7.1268e-03, 2.5248e-03, -1.6197e-03, -3.4574e-03, 7.2833e-03,\n", - " -4.8341e-03, 1.3075e-02, 2.1174e-02, 2.4441e-04, 2.0368e-02,\n", - " 1.6428e-02, -5.0724e-02, 1.1031e-02, 2.3981e-02, 7.6146e-03,\n", - " -1.3590e-02, 7.6884e-03, 9.9372e-02, 1.2168e-01, -2.9080e-02,\n", - " -7.8609e-02, 4.9698e-02, -9.0694e-03, 3.9677e-02, -3.4372e-02,\n", - " 2.0211e-02, 1.0046e-01, -5.0131e-03, -1.0876e-02, 5.0733e-02,\n", - " -4.3468e-02, -3.3973e-02, -4.1121e-02, 4.7005e-03, 4.3390e-02,\n", - " -5.2117e-02, -4.6816e-02, -4.6024e-03, -4.4157e-02, 3.8345e-02,\n", - " 3.3135e-02, 6.2421e-03, -6.6870e-02, 1.2078e-01, -4.4560e-02,\n", - " -7.9694e-02, -1.3350e-02, -2.6164e-02, -3.5108e-02, 7.9018e-02,\n", - " -5.3911e-02, -1.6303e-03, 1.3461e-02, -1.3104e-01, 1.5673e-02,\n", - " 3.4877e-03, -6.3002e-02, -1.5688e-01, 1.0979e-01, -2.8739e-02,\n", - " -2.1612e-02, 2.5841e-02, -2.4117e-03, 1.8520e-02, 1.4650e-03,\n", - " 2.7207e-02, -3.3753e-02, 2.1420e-02, 2.0975e-02, 7.6467e-02,\n", - " 8.5112e-03, 3.9559e-02, -4.2940e-02, -2.5532e-02, -4.6729e-02,\n", - " -8.0638e-02, 6.0810e-02, -1.0542e-01, 7.3519e-03, -1.5001e-02,\n", - " 1.2807e-03, 1.7972e-02, 5.8529e-04, 1.9247e-03, -4.5088e-03,\n", - " -3.0792e-03, 3.3525e-02, 6.4064e-03, -7.3649e-03, -1.1853e-02,\n", - " -6.9614e-04, 3.2523e-02, 1.5730e-02, 1.1981e-02, -1.1550e-02,\n", - " 2.4564e-03, 2.8499e-02, 1.5468e-03, 1.9567e-02, -1.8411e-02,\n", - " 3.8938e-02, 1.0332e-02, 3.3054e-03, 1.8867e-02, -4.6546e-03,\n", - " -6.0332e-03, -1.4748e-02, 1.8123e-02, -2.2401e-02, -3.9833e-03,\n", - " 3.6224e-03, 5.8026e-03, 5.3531e-03, 3.7091e-03, 1.9340e-02,\n", - " 9.4386e-03, 2.7917e-02, 7.9541e-03, 6.8435e-03, 2.7198e-02,\n", - " -8.6652e-03, 2.8913e-03, -4.6829e-03, -2.7430e-02, 3.3161e-02,\n", - " -2.8281e-02, -2.2405e-03, -9.0689e-03, 7.3565e-03, -6.5614e-03,\n", - " 6.2445e-03, -1.2956e-02, 1.1854e-02, 1.3772e-02, -1.0405e-02,\n", - " 4.4691e-03, -6.9332e-03, -2.2985e-03, 5.4073e-03, -9.8795e-04,\n", - " -1.3613e-02, 5.4813e-04, 1.5004e-02, -7.2804e-05, -7.9746e-03,\n", - " 3.8501e-02, -1.5665e-02, 7.0609e-03, -2.6769e-04, -6.7848e-02,\n", - " 2.6707e-03, -3.1977e-02, -6.7296e-02, -4.9091e-03, -7.4501e-03,\n", - " 7.9823e-03, -1.9585e-02, 1.1685e-02, -4.3355e-02, 3.3721e-02,\n", - " -5.9095e-03, -1.4957e-03, -3.2478e-02, -2.1106e-02, 8.3821e-02,\n", - " 1.4739e-02, -4.3830e-02, -7.6845e-03, 1.6005e-02, 4.0256e-03,\n", - " -1.3561e-02, 1.7258e-02, 8.1113e-03, 1.4034e-03, 1.4374e-02,\n", - " 3.9538e-02, 2.3800e-02, 2.6422e-02, -7.1102e-03, -1.9706e-05,\n", - " 3.6553e-02, 2.0591e-02, -2.5286e-04, -7.9112e-03, 1.2051e-02,\n", - " 1.0187e-02, -6.0510e-03, -7.5219e-04, 2.3326e-02, 5.9974e-03,\n", - " 2.7913e-02, 5.7145e-02, -4.4367e-04, -5.2212e-03, -6.8095e-02,\n", - " 6.6926e-02, 2.1458e-02, -2.8811e-02, 1.3916e-02, -2.4731e-02,\n", - " 1.1377e-02, 1.9508e-02, 1.1059e-01, 1.8753e-02, -1.2289e-02,\n", - " 2.9975e-03, 5.5450e-02, -3.2517e-02, 2.8081e-02, -4.5581e-02,\n", - " -4.7967e-04, -3.0467e-02, -1.2809e-02, -1.4253e-02, -3.9111e-02,\n", - " -2.7481e-02, 6.6531e-02, 6.8529e-02, 4.8205e-02, 4.0477e-02,\n", - " 2.8490e-02, 8.6452e-03, 4.6500e-02, -2.9440e-02, 5.1146e-02,\n", - " -4.9283e-02, -1.9403e-02, 9.9161e-03, 1.0940e-02, 4.9484e-02,\n", - " -7.1978e-02, 3.0825e-03, -4.3513e-02, -4.2171e-02, 6.2302e-03,\n", - " 4.0332e-02, -1.6069e-02, -5.4363e-02, -5.6746e-02, 6.7378e-03,\n", - " -1.1762e-02, -4.4112e-02, 2.7254e-02, 7.2859e-02, 8.7947e-02,\n", - " 4.0030e-02, -2.3913e-03, -8.8728e-04, 2.5663e-02, -7.3990e-02,\n", - " -3.4404e-02, 9.1258e-03, 4.4086e-02, -3.3792e-03, -1.5481e-02,\n", - " -7.0461e-02, 1.4140e-02, 6.1796e-02, 4.7014e-02, -1.8332e-02,\n", - " -1.0995e-01, -3.3181e-02, -1.6453e-02, -3.5037e-02, -2.6003e-02,\n", - " 2.9864e-02, 3.0421e-04, -1.3513e-03, -1.5024e-04, -4.4369e-02,\n", - " 7.4124e-03, 8.8499e-03, -1.2481e-02, 1.2444e-02, -5.5309e-03,\n", - " 3.3085e-02, 3.1146e-02, -3.9556e-03, -1.4670e-02, -8.3356e-03,\n", - " -9.2197e-03, 2.7168e-03, -1.9257e-02, 4.0712e-02, 9.8164e-02,\n", - " -2.3290e-02, -6.9866e-03, -6.0275e-02, -1.1745e-02, 3.1060e-02,\n", - " 4.9842e-02, -3.2329e-02, -7.7215e-02, 1.1012e-02, -3.7900e-02,\n", - " 1.7909e-02, 6.1523e-03, 3.6623e-02, 7.6246e-02, 4.2921e-02,\n", - " 3.3181e-02, 1.4182e-02, 4.3910e-02, -3.9318e-04, -8.0178e-03,\n", - " 4.2921e-02, -8.8500e-03, 1.3874e-03, 1.5287e-02, -6.0290e-02,\n", - " -3.5544e-02, 3.3691e-03, 3.7604e-02, -5.1559e-03, 1.7181e-02,\n", - " -1.3504e-02, 1.9242e-02, -1.9186e-02, 4.7153e-02, 4.8538e-03,\n", - " 8.4091e-02, -3.7795e-02, -2.0202e-02, -2.1704e-02, -3.4349e-02,\n", - " -9.5670e-03, -1.3735e-02, -1.8750e-02, -3.4347e-02, 1.2258e-02,\n", - " -9.7259e-02, -1.2502e-02, -2.5936e-02, 2.9305e-02, 2.9185e-02,\n", - " -4.5916e-03, -8.6305e-02, 1.5817e-01, 5.5634e-02, -3.8168e-02,\n", - " 4.9972e-02, -1.6746e-03, 1.1333e-01, -1.0220e-02, -5.7967e-02,\n", - " 2.5249e-02, 1.4421e-02, -6.5078e-02, -4.0160e-02, -1.0578e-01,\n", - " 5.0551e-02, 4.5036e-02, 1.4170e-01, 3.6622e-03, -2.1971e-02,\n", - " -4.1334e-02, 1.1196e-02, 1.5993e-02, -8.9271e-03, 5.0402e-03,\n", - " -5.5021e-02, -9.0182e-02, -3.8577e-02, 1.0318e-01, -1.5199e-02,\n", - " 7.7312e-04, 8.7176e-03, 6.8103e-02, 6.5578e-02, 1.2188e-02,\n", - " -2.4233e-02, 1.8422e-02, 9.8968e-02, 6.1746e-02, -2.6176e-02,\n", - " 3.4459e-02, -1.0415e-01, 1.0954e-02, 1.0560e-01, 6.7482e-02,\n", - " 4.8464e-02, -4.1952e-02, -3.6386e-03, 1.0119e-02, 4.4288e-02,\n", - " 1.2404e-01, -4.2428e-02, 8.1233e-03, -4.8082e-02, -6.8090e-02,\n", - " 3.2699e-02, 6.9018e-02, 2.1045e-02, 5.8649e-03, -3.1966e-02,\n", - " -6.2285e-02, -2.3869e-02, -1.6657e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.4867e-03, -5.9355e-02, -5.6732e-02, -1.1524e-02, -2.7666e-02,\n", - " 4.7987e-02, -3.7444e-02, -3.2648e-02, -2.1686e-02, -4.5793e-02,\n", - " -5.0876e-02, -7.6217e-03, 6.2026e-02, -4.0575e-02, 2.1968e-02,\n", - " -2.6319e-02, 2.0166e-02, -3.7866e-02, 1.4455e-02, -7.5703e-02,\n", - " -5.5682e-02, 6.0839e-02, -6.0681e-02, -2.0188e-02, 3.3382e-02,\n", - " -5.7250e-02, -7.8521e-02, -1.2057e-02, 4.4144e-02, -4.3804e-02,\n", - " 5.1941e-04, 2.2361e-02, -7.8483e-03, -4.2939e-03, -5.8940e-02,\n", - " 3.3728e-02, 1.6820e-02, 1.2325e-02, -5.9437e-02, 1.2489e-02,\n", - " -1.2475e-02, 3.4512e-02, 6.0411e-02, -4.4878e-02, 4.5237e-02,\n", - " -3.7635e-02, 8.6092e-03, -5.8533e-03, 2.4860e-03, 1.3171e-02,\n", - " 5.4551e-02, -1.8216e-02, -2.8885e-02, 7.4821e-02, -1.1566e-02,\n", - " -3.3789e-02, -5.3251e-02, 5.7869e-02, 3.8985e-05, -2.1609e-02,\n", - " 3.0585e-03, -4.4508e-02, 6.6669e-02, -1.6032e-02, -2.8179e-02,\n", - " 3.0792e-03, -1.6777e-03, 1.0446e-02, -4.9652e-02, 7.1209e-02,\n", - " 2.4480e-03, -1.6212e-02, -1.9850e-03, 6.3755e-02, -4.1147e-02,\n", - " 2.0136e-02, 2.2457e-03, -4.5389e-02, -4.7212e-02, -7.4723e-02,\n", - " 2.5272e-02, 2.4741e-03, -8.1567e-03, 2.8124e-02, -5.3829e-02,\n", - " -7.4027e-03, 1.9396e-02, -5.2201e-02, 2.0986e-03, 8.2196e-03,\n", - " -3.8668e-02, -5.7600e-03, -1.0757e-01, -1.3928e-02, -4.7601e-02,\n", - " 9.9992e-02, -5.6151e-02, 1.1152e-02, 5.1741e-02, 1.1138e-02,\n", - " -4.2467e-03, -1.8448e-02, -1.9817e-02, -1.6464e-02, 9.7435e-03,\n", - " 1.2450e-01, 2.9611e-02, 1.3942e-02, 6.4377e-02, -2.8929e-02,\n", - " -7.2540e-02, 3.3297e-02, 2.5615e-02, 1.1975e-02, -9.9712e-03,\n", - " -6.4926e-03, 2.3175e-02, 2.5292e-03, 6.6991e-03, -8.3770e-02,\n", - " -6.6085e-03, 1.3776e-01, 4.7758e-02, -5.9741e-02, -7.6294e-02,\n", - " 5.7985e-02, 4.6088e-02, -6.8736e-02, 9.9548e-03, 3.1133e-02,\n", - " 1.1092e-02, -3.9695e-02, -6.8375e-02, -3.7047e-02, -1.0888e-03,\n", - " 1.3076e-02, -2.3048e-02, -4.0178e-02, 6.1507e-03, 2.4888e-02,\n", - " 1.7729e-02, 5.9738e-04, -4.7605e-02, -5.3761e-04, -5.5877e-02,\n", - " 1.3254e-01, 1.5495e-02, -1.1906e-02, 3.0198e-02, -5.2776e-02,\n", - " -3.1189e-03, -9.9776e-03, 5.3537e-02, -8.0739e-03, 8.2701e-03,\n", - " 3.9863e-02, -1.7842e-02, -1.9237e-02, 1.1329e-02, 4.1052e-02,\n", - " -2.5356e-02, 8.3182e-03, -2.1669e-02, 1.6226e-02, 2.5664e-02,\n", - " -6.2780e-02, -3.3559e-02, -2.7341e-02, 1.5599e-01, 4.3920e-02,\n", - " -1.8154e-03, -2.6509e-02, 9.4168e-02, -6.8539e-02, -8.9345e-03,\n", - " 3.8589e-02, -4.4134e-03, 4.5880e-03, 4.9703e-02, -7.7310e-03,\n", - " -1.2878e-02, -1.3259e-02, 2.1590e-02, -6.4726e-02, -1.1356e-02,\n", - " 3.2121e-02, -8.6043e-03, -2.9018e-02, -4.5730e-02, 1.9021e-02,\n", - " 2.1431e-02, 7.4730e-02, -6.3591e-02, 4.4473e-02, -3.8942e-02,\n", - " -4.8631e-02, -1.3346e-02, -9.2231e-02, -1.1780e-02, 4.6684e-02,\n", - " 6.8016e-03, -5.0912e-02, -1.5996e-02, 3.3763e-03, 2.0470e-03,\n", - " 3.9476e-03, 2.5733e-02, -5.8779e-02, -6.1399e-03, -5.4171e-02,\n", - " -3.5354e-02, 5.5210e-02, 5.6126e-03, -1.1730e-01, -4.2446e-02,\n", - " 3.4118e-02, 2.3671e-02, 4.1200e-02, -1.2221e-01, 1.5996e-02,\n", - " -3.3383e-02, -3.7342e-02, -1.6947e-02, -2.2285e-02, 7.4171e-03,\n", - " -1.0342e-01, -1.8598e-02, 5.2885e-02, -2.7400e-02, -1.1066e-03,\n", - " -4.3298e-02, -2.8893e-02, -4.5293e-02, -7.2043e-03, -1.6622e-02,\n", - " -8.0071e-03, 5.4727e-03, 5.1195e-02, -1.5983e-02, 1.0040e-01,\n", - " -3.6992e-02, -4.0116e-02, 5.5899e-02, 8.0346e-03, -4.1572e-03,\n", - " 4.1698e-02, -8.7211e-03, 3.1871e-02, 6.9232e-02, 8.6880e-02,\n", - " 3.4134e-02, -1.0836e-01, -3.2503e-02, -7.7407e-03, -8.5365e-02,\n", - " 7.2373e-02, 3.3227e-02, 3.8385e-02, 1.8440e-02, -8.4554e-03,\n", - " 5.3769e-02, 1.1531e-02, 6.8766e-03, 1.4170e-02, -1.0525e-01,\n", - " 3.9197e-02, -1.6725e-02, -5.3252e-02, 5.4303e-04, -1.7917e-02,\n", - " -4.7632e-02, 2.7131e-02, 5.0531e-02, 3.1100e-03, -4.5806e-03,\n", - " -2.8077e-02, 2.7975e-02, 6.1526e-02, 2.6882e-02, 3.8306e-02,\n", - " -2.4508e-02, -3.5929e-02, -2.1226e-02, 2.2509e-02, 2.5333e-02,\n", - " -3.7290e-02, -2.9934e-02, -2.4418e-02, -8.8698e-03, -6.6163e-03,\n", - " -6.9428e-02, -7.2207e-02, 7.4985e-02, 4.3107e-02, -1.5575e-02,\n", - " -4.1715e-02, -2.8040e-03, -1.2076e-02, -1.9106e-02, -4.3634e-03,\n", - " -2.4774e-03, 6.0728e-02, 1.8227e-02, -4.2553e-02, -9.6008e-02,\n", - " 2.8601e-02, 3.5137e-02, -7.6164e-04, 8.2150e-01, 7.0118e-03,\n", - " 4.3138e-03, -6.3477e-02, 2.1625e-02, 9.6444e-03, -2.6198e-02,\n", - " 1.0462e-02, -4.2468e-02, -4.4127e-02, 4.4629e-02, -2.0157e-01,\n", - " -3.0731e-02, -6.2315e-02, -5.3943e-02, 3.8344e-02, 1.1529e-03,\n", - " -5.1614e-02, -6.0933e-02, 3.7003e-02, -2.1992e-02, -6.5763e-03,\n", - " 2.5604e-02, -1.4906e-01, -1.1612e-02, -5.9445e-02, 5.2719e-02,\n", - " 6.8504e-03, -1.4017e-02, 1.2467e-02, -1.5488e-02, 1.4041e-02,\n", - " -2.9123e-02, -3.7045e-02, -8.4118e-02, -9.1453e-03, -3.0126e-02,\n", - " 1.0629e-02, 2.7546e-03, 4.5500e-02, -7.5592e-03, 1.4558e-02,\n", - " 6.3868e-02, 7.6590e-03, -1.3336e-02, -2.9706e-02, 8.8345e-04,\n", - " 4.3916e-02, 8.9804e-03, -1.5378e-02, 2.6446e-02, -5.3369e-02,\n", - " -9.4195e-03, -1.6228e-02, 3.6608e-03, -6.4476e-02, 5.3827e-03,\n", - " 9.4920e-04, -5.3731e-03, -4.5724e-02, -6.6587e-03, -8.6687e-02,\n", - " 5.3138e-02, 4.1250e-02, -1.2894e-02, 1.9431e-02, -2.2853e-02,\n", - " -2.6993e-03, -2.0210e-02, 4.8772e-02, 4.7900e-02, -4.4230e-03,\n", - " 1.9352e-02, 1.0543e-01, -1.6071e-02, 6.0893e-02, -2.3414e-02,\n", - " 3.5179e-02, 6.4397e-02, -2.7580e-02, 3.2769e-03, 4.3518e-03,\n", - " -3.2907e-02, -4.0727e-02, -3.3245e-03, -4.9532e-02, -3.6069e-02,\n", - " 1.6147e-03, 5.8314e-02, 3.9471e-02, -3.2387e-02, 3.6115e-02,\n", - " 4.7702e-02, -5.2157e-02, -1.9828e-03, -8.9407e-03, 3.2784e-02,\n", - " 4.8584e-02, 3.7103e-03, 1.5068e-03, -5.5272e-03, 2.9361e-02,\n", - " 2.5589e-03, 4.4496e-02, 1.8491e-02, 2.4778e-02, 2.8262e-02,\n", - " -3.4102e-02, 1.6067e-02, 4.6418e-02, 3.2189e-02, -4.5037e-02,\n", - " 2.0052e-02, 1.1296e-01, -2.0296e-02, 4.0847e-02, 2.1778e-02,\n", - " -2.9115e-02, 1.3222e-02, -3.0750e-02, 6.5235e-02, -6.7655e-02,\n", - " 2.0540e-02, 3.0310e-02, 2.4590e-02, -7.8925e-02, -2.8908e-02,\n", - " 6.0072e-03, 4.0823e-02, 9.7022e-02, -4.5840e-03, -1.0620e-02,\n", - " 1.6445e-02, -1.6043e-02, -6.3337e-02, 2.4039e-02, -3.0955e-03,\n", - " 4.0042e-03, 3.1653e-02, 1.6900e-02, 7.2645e-02, 4.6377e-02,\n", - " -9.0864e-03, 4.0996e-02, -2.9952e-02, 2.7976e-02, -1.4576e-02,\n", - " -1.2391e-02, 1.9431e-02, 7.9407e-03, 7.2397e-03, 1.4114e-02,\n", - " 6.2710e-03, 1.5196e-01, 1.6704e-03, -2.8500e-02, 5.0680e-02,\n", - " -8.0004e-02, -1.4067e-02, 1.3336e-02, -2.6720e-02, 3.5077e-02,\n", - " 2.9346e-03, -6.3631e-02, 2.1897e-02, 3.0051e-02, 3.5377e-02,\n", - " 6.2542e-02, -5.4886e-03, 7.4938e-03, 7.6717e-02, 2.6685e-02,\n", - " -6.2378e-03, -2.6176e-02, 4.0057e-02, 3.1799e-03, 4.6198e-02,\n", - " -4.9623e-02, -5.0867e-02, -3.3948e-02, 8.3583e-02, -1.6801e-03,\n", - " 1.2096e-02, 2.0863e-02, -2.5302e-02, 1.5536e-03, 2.1004e-02,\n", - " -5.6952e-03, -7.8900e-02, 1.5754e-02, 1.4905e-02, -3.1048e-02,\n", - " -3.9601e-03, -4.1230e-03, -4.3141e-03, -3.9903e-03, 2.7801e-02,\n", - " -3.3635e-02, -1.3885e-03, 1.7747e-02, 4.3312e-02, -4.1014e-02,\n", - " -1.7152e-03, -1.7541e-02, 2.9598e-02, -1.6473e-02, 6.1739e-02,\n", - " -7.9912e-02, 3.7208e-02, -2.0989e-02, 2.9330e-02, 6.1193e-02,\n", - " -5.2695e-03, -3.0857e-02, -8.9620e-03, 1.9595e-02, 2.2103e-03,\n", - " 5.8601e-03, -1.3326e-02, -2.7906e-02, -1.7603e-02, -4.2458e-02,\n", - " 1.1188e-02, 1.9745e-02, -9.8556e-03, -3.9211e-02, 2.1981e-03,\n", - " 2.0505e-02, 4.6261e-03, -2.9130e-02, -1.7269e-02, 3.9228e-02,\n", - " -8.6282e-03, -9.1066e-03, 3.5340e-02, 9.4954e-03, -2.1845e-02,\n", - " 8.0180e-02, 5.1887e-02, -1.8285e-02, -7.3062e-02, -3.7417e-03,\n", - " 2.4367e-02, 4.2904e-02, 1.0478e-03, 1.2807e-02, 3.2438e-02,\n", - " 8.7902e-03, -3.0571e-02, -3.2871e-02, -1.8314e-02, -2.0077e-02,\n", - " 3.7954e-03, 2.1989e-02, 6.2701e-02, 4.3707e-02, 1.0210e-02,\n", - " -5.6507e-03, -2.9066e-02, 6.4511e-02, -1.1715e-02, 1.8546e-02,\n", - " 5.7273e-03, 8.3242e-03, -2.6751e-02, 4.8804e-03, 4.1730e-02,\n", - " -3.9331e-02, 1.5694e-02, 1.9658e-02, -2.4514e-02, 5.8193e-02,\n", - " 5.8486e-02, -1.6296e-02, -2.3163e-02, 2.1613e-02, 6.1897e-02,\n", - " 1.8319e-02, -6.5788e-02, -1.7697e-02, 4.2460e-02, 3.7242e-02,\n", - " -2.1507e-02, 6.6131e-03, -9.8043e-03, 1.4812e-02, 1.2532e-02,\n", - " 7.3536e-02, -2.3503e-02, 3.4924e-02, 1.5151e-03, -4.0319e-02,\n", - " -2.3511e-02, 1.1563e-02, 1.4108e-02, 3.6063e-02, 4.6447e-03,\n", - " -5.9890e-02, -9.1743e-03, 6.2178e-02, -2.3590e-02, 3.1817e-02,\n", - " -3.8503e-02, 1.2084e-01, 9.6216e-03, 2.4724e-02, 7.0701e-02,\n", - " 2.4092e-02, 5.7615e-02, -1.7107e-02, 2.0450e-02, -2.2278e-02,\n", - " -1.3891e-02, -7.1505e-03, 4.3284e-02, 8.9573e-03, 5.3080e-02,\n", - " -2.0312e-02, -3.5957e-02, 4.2196e-02, -1.9570e-02, -2.3746e-02,\n", - " -1.0048e-01, -1.5486e-02, 1.8957e-02, -9.3240e-02, -1.3599e-02,\n", - " -3.5049e-02, -3.0422e-02, -1.0183e-02, -8.5218e-02, 1.3872e-02,\n", - " 1.3873e-02, -5.8596e-02, 4.1684e-03, -4.5697e-02, 6.0391e-02,\n", - " -7.4906e-03, -1.9408e-02, 4.1049e-03, 6.1541e-02, -7.9029e-03,\n", - " -3.9353e-03, -1.7902e-02, -1.1867e-02, 2.6646e-02, 5.7930e-02,\n", - " 5.3847e-03, -6.8823e-03, -1.2426e-02, 7.3902e-03, 2.5051e-02,\n", - " -5.9030e-02, 1.0364e-02, -3.0277e-02, 3.7345e-02, -4.1909e-02,\n", - " 1.6635e-02, -2.0086e-02, -8.8079e-03, -3.4849e-02, 5.0330e-04,\n", - " -1.1002e-01, -1.1353e-02, 3.1272e-02, 8.0889e-03, 2.5960e-04,\n", - " 1.4852e-02, -8.4738e-02, -4.2936e-02, -1.5526e-02, -1.2144e-02,\n", - " -1.7500e-02, 2.1119e-02, -7.8342e-02, -1.3240e-02, 3.4838e-02,\n", - " 9.4339e-03, -3.9112e-02, 9.1692e-04, 4.1063e-03, 1.6631e-02,\n", - " 1.5596e-02, -1.7824e-02, -4.1029e-02, 9.4802e-03, 4.3614e-02,\n", - " -3.4480e-02, 5.0388e-02, -5.8959e-02, 7.2143e-02, -1.5887e-02,\n", - " -1.0059e-02, 5.4724e-03, 2.6698e-02, -5.4167e-02, -6.8497e-03,\n", - " -3.1151e-02, -1.4198e-02, 4.7283e-03, 1.4295e-04, -1.1281e-02,\n", - " 1.1194e-01, -4.1985e-02, -1.6548e-02, 4.5234e-02, 1.3272e-02,\n", - " -1.8830e-02, -2.0011e-02, 9.1828e-03, 5.5471e-03, -5.3581e-02,\n", - " 6.9124e-02, -1.8628e-02, -4.6411e-03, 1.8407e-02, 3.1552e-02,\n", - " 2.8428e-02, 1.8153e-02, 2.7219e-02, 6.0630e-02, -4.1897e-02,\n", - " -8.4967e-03, 5.4171e-03, -5.2203e-02, -2.2056e-02, -3.7319e-02,\n", - " 5.9913e-02, -2.7978e-02, 2.1165e-02, 2.5847e-02, 1.3713e-02,\n", - " 8.5751e-03, -2.9108e-02, 1.0367e-04, 1.2591e-02, -2.4026e-02,\n", - " -5.8920e-02, -1.6728e-02, -4.7103e-02, -1.0252e-02, 9.3540e-04,\n", - " 1.3706e-02, 3.4266e-02, 2.9675e-02, -2.6277e-02, 5.6964e-02,\n", - " -7.7359e-02, 7.1595e-02, -9.4300e-03, 2.8419e-02, -4.2643e-02,\n", - " 1.8959e-03, 3.6442e-03, 8.0649e-03, 1.9393e-02, 3.7393e-02,\n", - " -3.7904e-02, -1.2069e-02, -2.7035e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8882, 0.8705, 0.8029, 0.7737, 0.9233, 0.8613, 0.8651, 0.8595, 0.8431,\n", - " 0.8290, 0.7691, 0.7188, 0.7791, 0.7648, 0.8316, 0.8349, 0.7515, 0.7844,\n", - " 0.9252, 0.8440, 0.8759, 0.8030, 0.8607, 0.9052, 0.7658, 0.9120, 0.7668,\n", - " 0.8896, 0.7807, 0.8382, 0.8737, 0.7606, 0.8819, 0.8739, 0.8686, 0.8333,\n", - " 0.8616, 0.8090, 0.8758, 0.9091, 0.8491, 0.8887, 0.8879, 0.8460, 0.8262,\n", - " 0.7833, 0.9008, 0.8638, 0.8917, 0.8618, 0.8790, 0.8376, 0.9470, 0.7400,\n", - " 0.8520, 0.7660, 0.8255, 0.7111, 0.8391, 0.7484, 0.8679, 0.7583, 0.6782,\n", - " 0.7847, 0.8373, 0.8244, 0.8480, 0.8636, 0.8056, 0.9040, 0.8738, 0.9071,\n", - " 0.8632, 0.7288, 0.8821, 0.7437, 0.8235, 0.7086, 0.7610, 0.7965, 0.8479,\n", - " 0.8865, 0.8985, 0.8220, 0.6690, 0.7675, 0.8065, 0.8193, 0.8474, 0.8783,\n", - " 0.8065, 0.8388, 1.0387, 0.7745, 0.8001, 0.7706, 0.6955, 0.7660, 0.8370,\n", - " 0.8755, 0.9011, 0.9001, 0.8662, 0.8175, 0.7603, 0.6286, 0.7920, 0.8799,\n", - " 0.8429, 0.7867, 0.8382, 0.8181, 0.7970, 0.8636, 0.8415, 0.7793, 0.8194,\n", - " 0.8602, 0.8445, 0.8133, 0.8415, 0.7265, 0.7852, 0.7824, 0.7036, 0.7916,\n", - " 0.8440, 0.7817, 0.8299, 0.7891, 0.8667, 0.8006, 0.7027, 0.8540, 0.8323,\n", - " 0.8769, 0.8234, 0.7644, 0.8505, 0.6803, 0.8968, 0.8783, 0.8830, 0.9116,\n", - " 0.7893, 0.7780, 0.8531, 0.8193, 0.8623, 0.8335, 0.7775, 0.8203, 0.7129,\n", - " 0.8810, 0.8711, 0.7750, 0.8264, 0.7797, 0.8539, 0.6880, 0.8551, 0.8790,\n", - " 0.7656, 0.8994, 0.7828, 0.8867, 0.8332, 0.7469, 0.8200, 0.8579, 0.8550,\n", - " 0.8288, 0.7634, 0.8618, 0.8990, 0.7835, 0.7695, 0.7812, 0.7895, 0.8122,\n", - " 0.7978, 0.8957, 0.8300, 0.8824, 0.8794, 0.8354, 0.9273, 0.8315, 0.8805,\n", - " 0.8113, 0.8516, 0.9687, 0.9233, 0.7877, 0.8459, 0.8537, 0.8607, 0.7979,\n", - " 0.8205, 0.7391, 0.8640, 0.8108, 0.6632, 0.7625, 0.7884, 0.8288, 0.8209,\n", - " 0.7770, 0.8608, 0.8037, 0.7650, 0.8453, 0.8197, 0.8395, 0.7984, 0.6391,\n", - " 0.6980, 0.8933, 0.7109, 0.8055, 0.8497, 0.8814, 0.8470, 0.7568, 0.8430,\n", - " 0.6954, 0.7977, 0.7798, 0.8543, 0.8833, 0.8033, 0.8467, 0.8251, 0.8670,\n", - " 0.8246, 0.8112, 0.8279, 0.7682, 0.8681, 0.7707, 0.7741, 0.8295, 0.8195,\n", - " 0.7521, 0.7894, 0.6608, 0.7607, 0.8185, 0.7835, 0.7484, 0.7874, 0.9625,\n", - " 0.8093, 0.8241, 0.8755, 0.8304, 0.7966, 0.7980, 0.7531, 0.7918, 0.8844,\n", - " 0.8150, 0.8587, 0.8082, 0.7785, 0.7825, 0.8141, 0.8227, 0.7814, 0.8896,\n", - " 0.8154, 0.8465, 0.8383, 0.8018, 0.8816, 0.8644, 0.7010, 0.8349, 0.7994,\n", - " 0.8619, 0.7419, 0.8734, 0.8767, 0.7105, 0.8503, 0.7739, 0.8835, 0.9097,\n", - " 0.8079, 0.8755, 0.7999, 0.7319, 0.8741, 0.8243, 0.8519, 0.7224, 0.7170,\n", - " 0.8942, 0.8630, 0.8501, 0.9165, 0.8561, 0.8317, 0.8554, 1.0119, 0.8167,\n", - " 0.7876, 0.9025, 1.2222, 0.8446, 0.7796, 0.6850, 0.7692, 0.8237, 0.8505,\n", - " 0.7923, 0.8813, 0.8592, 0.8471, 0.6437, 0.8395, 0.8182, 0.8216, 0.8648,\n", - " 0.8441, 0.8527, 0.7438, 0.8334, 0.8561, 0.8394, 0.7437, 0.6512, 0.8207,\n", - " 0.9215, 0.9155, 0.8162, 0.8244, 0.8885, 0.8679, 0.8340, 0.7514, 0.9164,\n", - " 0.7275, 0.8341, 0.7449, 0.6736, 0.8710, 0.8561, 0.8202, 0.8938, 0.8457,\n", - " 0.8643, 0.8617, 0.6730, 0.8543, 0.8496, 0.8068, 0.7789, 0.8104, 0.8218,\n", - " 0.8504, 0.7812, 0.7815, 0.7983, 0.8272, 0.8571, 0.7634, 0.8555, 0.8495,\n", - " 0.7804, 0.8402, 0.8359, 0.8862, 0.8377, 0.9037, 0.8772, 0.8472, 0.8217,\n", - " 0.8099, 0.9047, 0.8489, 3.3445, 0.8512, 0.9063, 0.8134, 0.8351, 0.8672,\n", - " 0.8851, 0.8455, 0.8568, 0.7831, 0.8216, 0.8503, 0.7740, 0.8707, 0.8748,\n", - " 0.8655, 0.7891, 0.8419, 0.8790, 0.7904, 0.7256, 0.7347, 0.8237, 0.7436,\n", - " 0.8020, 0.8723, 0.7900, 0.8527, 0.8650, 0.8323, 0.8423, 0.8807, 0.8627,\n", - " 0.7978, 0.7756, 0.8189, 0.8115, 0.8358, 0.7310, 0.8210, 0.7347, 0.8545,\n", - " 0.7896, 0.8247, 0.8317, 0.8238, 0.8387, 0.8517, 0.7923, 0.8158, 0.7999,\n", - " 0.8641, 0.7756, 0.8680, 0.9047, 0.8405, 0.7877, 0.8798, 0.8426, 0.8045,\n", - " 0.8671, 0.7909, 0.6701, 0.8234, 0.8594, 0.9320, 0.7794, 0.8440, 0.8069,\n", - " 0.8695, 0.8802, 0.9099, 0.8205, 0.9157, 0.8940, 0.8149, 0.8499, 0.7898,\n", - " 0.8699, 0.8149, 0.7534, 0.8605, 0.8858, 0.8554, 0.7511, 0.7481, 0.7842,\n", - " 0.7665, 0.7684, 0.9338, 0.7248, 0.8127, 0.8240, 0.7484, 0.8201, 0.7972,\n", - " 0.8627, 0.8236, 0.8201, 0.8485, 0.8531, 0.6803, 0.7943, 0.8345, 0.8308,\n", - " 0.8235, 0.8371, 0.7801, 0.8551, 0.8783, 0.8388, 0.7973, 0.8819, 0.8521,\n", - " 0.7975, 0.6687, 0.7696, 0.8772, 0.7991, 0.7594, 0.8550, 0.7472, 0.7861,\n", - " 0.7670, 0.8773, 0.7959, 0.8113, 0.8619, 0.8411, 0.7269, 0.7533, 0.7981,\n", - " 0.8265, 0.8323, 0.8984, 0.8578, 0.6245, 0.9083, 0.8059, 0.8872, 0.7735,\n", - " 0.8857, 0.8253, 0.8111, 0.8284, 0.7953, 0.8582, 0.8415, 0.7058, 0.8140,\n", - " 0.8058, 0.8630, 0.8194, 0.8705, 0.7825, 0.8360, 0.8108, 0.7841, 0.9037,\n", - " 0.7749, 0.7092, 0.8483, 0.8062, 0.8705, 0.9177, 0.8554, 0.8023, 0.8533,\n", - " 0.8329, 0.8860, 0.7780, 0.8538, 0.8952, 0.8878, 0.8408, 0.8242, 0.7670,\n", - " 0.8658, 0.8434, 0.8529, 0.8149, 0.8361, 0.8928, 0.8307, 0.8312, 0.7437,\n", - " 0.8623, 0.8484, 0.8765, 0.8006, 0.8790, 0.8308, 0.6945, 0.8171, 0.8305,\n", - " 0.8538, 0.6569, 0.8860, 0.8519, 0.7863, 0.8689, 0.8617, 0.7771, 0.8457,\n", - " 0.8339, 0.9770, 0.8790, 0.7564, 0.8662, 0.8757, 0.8467, 0.9003, 0.7980,\n", - " 0.7872, 0.7997, 0.8401, 0.8416, 0.8507, 0.8467, 0.7880, 0.8952, 0.8861,\n", - " 0.8215, 0.8750, 0.8089, 0.9032, 0.7438, 0.8452, 0.8476, 0.8160, 0.7681,\n", - " 0.8636, 0.7271, 0.6455, 0.8214, 0.7902, 0.9005, 0.8469, 0.7760, 0.7839,\n", - " 0.8214, 0.8759, 0.8188, 0.8409, 0.8463, 0.8653, 0.8123, 0.7826, 0.8826,\n", - " 0.8169, 0.7693, 0.7947, 0.8671, 0.8443, 0.7886, 0.8498, 0.8654, 0.7643,\n", - " 0.8580, 0.8364, 0.7808, 0.8315, 0.7153, 0.8904, 0.8265, 0.8260, 0.8425,\n", - " 0.8090, 0.8182, 0.8919, 0.8530, 0.8225, 0.7834, 0.6588, 0.8072, 0.7863,\n", - " 0.8275, 0.8606, 0.7992, 0.8501, 0.8932, 0.8908, 0.8999, 0.8363, 0.7745,\n", - " 0.8924, 0.8136, 0.8288, 0.7885, 0.6333, 0.8526, 0.8107, 0.7834, 0.8649,\n", - " 0.8312, 0.8468, 0.8530, 0.8971, 0.8643, 0.8762, 0.8892, 0.8374, 0.8172,\n", - " 0.8710, 0.8545, 0.7402, 0.8328, 0.8749, 0.8435, 0.8192, 0.8252, 0.7987,\n", - " 0.8700, 0.8562, 0.8601, 0.8172, 0.7134, 0.7949, 0.6630, 0.9130, 0.8745,\n", - " 0.7872, 0.8019, 0.8693, 0.7607, 0.7836, 0.8066, 0.8745, 0.8564, 0.7235,\n", - " 0.8337, 0.8020, 0.7976, 0.7865, 0.8942, 0.8157, 0.8139, 0.8792, 0.7882,\n", - " 0.7006, 0.8483, 0.8653, 0.8163, 0.8547, 0.8718, 0.8091, 0.8107, 0.8151,\n", - " 0.8541, 0.8282, 0.8909, 0.8638, 0.8861, 0.8236, 0.7769, 0.8727, 0.8008,\n", - " 0.8849, 0.7288, 0.8408, 0.8556, 0.8806, 0.8329, 0.7735, 0.8462, 0.8047,\n", - " 0.8172, 0.8413, 0.8595, 0.9027, 0.8736, 0.7631, 0.8301, 0.8499, 0.7712,\n", - " 0.8395, 0.8815, 0.8135, 0.7105, 0.8673, 0.8161, 0.8203, 0.8548, 0.8062,\n", - " 0.7516, 0.7964, 0.8844], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.7936e-02, 3.1578e-02, 1.5648e-01, -1.5025e-01, 1.4727e-01,\n", - " -4.2515e-02, 1.5221e-01, 4.7048e-02, -6.1620e-02, -1.6018e-02,\n", - " -6.4231e-02, -5.0208e-03, -1.3631e-01, 1.7899e-01, 2.5055e-02,\n", - " 2.0497e-01, 5.9091e-02, 8.2099e-02, -3.8929e-02, 7.4394e-02,\n", - " 1.7318e-01, -1.0463e-01, 1.5208e-01, 2.9461e-01, 8.0460e-02,\n", - " 1.6074e-01, 9.9356e-02, -2.2881e-02, -2.4802e-01, 1.3612e-01,\n", - " -1.8634e-02, -6.6393e-02, 1.7255e-01, -1.8609e-01, 1.2682e-01,\n", - " -4.6187e-02, -1.2697e-01, -5.9533e-02, 1.4078e-01, -3.0814e-01,\n", - " -5.4271e-02, -1.5952e-01, -6.1325e-02, -5.5490e-03, -2.0443e-02,\n", - " -1.0424e-01, -2.1095e-02, -2.4339e-02, -9.2003e-02, -1.2576e-01,\n", - " -7.5278e-02, -1.2179e-01, 2.6206e-01, -1.4358e-01, 1.1244e-01,\n", - " 9.6011e-02, 9.4407e-02, -2.1980e-01, -1.6647e-01, -5.6020e-02,\n", - " -4.1293e-02, 1.1602e-01, -6.2996e-02, 1.0435e-02, -5.0696e-02,\n", - " 1.6687e-01, -6.8411e-02, 5.9983e-02, 8.5984e-03, -1.9892e-01,\n", - " -1.2073e-01, 7.9578e-02, -5.6859e-02, -9.8340e-02, 7.1650e-02,\n", - " 6.4307e-02, -7.3766e-02, -2.0682e-02, 1.4140e-01, 5.0717e-02,\n", - " -1.3890e-02, -7.9260e-03, 4.3695e-02, 1.2548e-01, 6.4592e-03,\n", - " -1.1162e-01, -7.2433e-02, -2.2999e-02, -1.1168e-01, 1.7434e-02,\n", - " -6.8272e-02, -1.8966e-01, 6.3337e-01, 8.7435e-02, 1.9547e-01,\n", - " -1.4045e-01, 2.1174e-01, -1.1560e-01, -1.3142e-01, -8.7810e-02,\n", - " -1.0087e-01, 1.8780e-02, -2.7278e-02, -4.2809e-02, -2.3384e-04,\n", - " -1.1848e-01, -1.2392e-01, -9.4572e-02, -2.1064e-01, 2.8821e-02,\n", - " -1.4498e-01, -8.4430e-02, -1.9311e-01, -1.2905e-01, -3.6538e-02,\n", - " -1.4816e-02, 4.5727e-02, -1.5212e-02, -1.3613e-01, 1.3006e-01,\n", - " -9.8392e-02, -1.0147e-01, -5.8493e-02, 7.8605e-02, 2.4887e-01,\n", - " -1.3633e-01, -1.2866e-01, 1.7872e-01, -1.1006e-01, -6.0457e-02,\n", - " -1.1736e-02, 1.4017e-01, -1.1579e-01, -8.6049e-02, -3.8850e-02,\n", - " -5.8156e-02, 1.2445e-01, 1.0673e-01, -2.1039e-01, -7.8962e-02,\n", - " -1.1990e-01, 3.2712e-02, 3.5324e-02, 8.5162e-02, 1.0228e-01,\n", - " -4.9327e-01, -4.7141e-02, 4.2122e-02, -1.6448e-01, 2.2386e-01,\n", - " -7.3167e-03, 8.4590e-02, -2.4692e-01, 6.0218e-02, 8.4576e-02,\n", - " 2.8577e-02, 3.4687e-02, 7.5134e-03, 7.8150e-03, -2.5552e-01,\n", - " 4.7889e-02, -1.0869e-01, -2.5363e-02, 6.5480e-02, -7.2423e-02,\n", - " 8.0864e-02, 7.3754e-02, 9.1629e-02, -3.7840e-01, -4.9376e-02,\n", - " -7.1923e-02, -3.3675e-02, -8.9839e-02, 7.2827e-02, -9.7517e-02,\n", - " 2.1261e-01, 6.7663e-02, 4.8916e-02, 1.1473e-01, -6.8217e-02,\n", - " 2.0152e-02, 9.5584e-02, -1.6020e-01, 1.0648e-01, 9.8983e-03,\n", - " -1.1244e-01, 9.1176e-02, 1.6547e-01, 1.3610e-01, 4.4776e-03,\n", - " -5.8887e-02, -3.7258e-01, 2.8920e-01, -1.0734e-01, 1.7613e-01,\n", - " 4.0804e-02, -2.9469e-02, 1.7464e-01, 4.4790e-02, -4.3585e-02,\n", - " -1.1599e-01, 3.0010e-02, 1.0212e-01, 2.9072e-02, -1.6182e-01,\n", - " 9.9715e-02, 2.6969e-02, -6.5524e-02, 2.0609e-02, 1.0495e-01,\n", - " -1.6100e-01, -1.0561e-01, 1.7956e-01, 1.6084e-01, 9.2078e-03,\n", - " -1.8615e-02, -1.9930e-01, -7.4069e-02, 9.5005e-02, -1.6319e-02,\n", - " 7.1734e-02, 2.3848e-01, -9.0983e-02, 2.4761e-02, -1.7546e-01,\n", - " 3.3100e-01, 1.6409e-01, -6.4080e-02, 4.7998e-02, -1.0464e-01,\n", - " -4.3132e-02, -1.9657e-02, 5.0045e-02, 4.1152e-02, -3.1279e-02,\n", - " 1.6035e-02, -7.1043e-03, -1.8470e-01, 1.1808e-01, -2.7260e-01,\n", - " 6.4889e-02, 2.9104e-02, -1.3412e-01, 3.0322e-03, -4.0973e-02,\n", - " -5.5794e-02, -9.2068e-02, 6.3257e-02, -2.2327e-01, -2.3490e-01,\n", - " -2.9395e-02, 4.3944e-01, -1.0098e-02, -1.9856e-02, 7.2339e-02,\n", - " -1.2023e-01, -2.9103e-01, -7.4717e-02, 1.9599e-02, -1.1578e-02,\n", - " -6.2657e-02, -4.8798e-02, -1.1575e-01, 3.7147e-02, -4.8477e-02,\n", - " -2.6367e-01, 7.7258e-03, 3.1153e-02, 6.0121e-03, -1.3257e-01,\n", - " 3.8915e-03, -5.7706e-02, -1.5804e-01, 6.2585e-03, -7.7101e-02,\n", - " -5.1661e-02, -1.0924e-01, -1.4369e-01, -1.1446e-01, -8.7998e-02,\n", - " 1.1470e-01, 2.9228e-02, -9.8710e-02, -1.5051e-01, -1.0675e-01,\n", - " 1.3892e-01, 7.4824e-02, 3.3203e-02, -3.8883e-03, 2.2480e-02,\n", - " 9.8746e-02, 4.8845e-03, -1.7025e-01, -9.1816e-02, 1.6679e-01,\n", - " 9.7284e-02, 6.8027e-02, 2.2613e-01, 1.4146e-01, -6.3099e-02,\n", - " 9.9177e-02, 7.1848e-02, -8.9442e-02, 1.0882e-01, 3.9499e-01,\n", - " -2.1378e-01, -8.6686e-02, -1.1241e-01, -9.1226e-01, -6.0548e-02,\n", - " -1.3436e-01, -1.4847e-01, 2.6446e-02, 6.9003e-03, -4.0872e-02,\n", - " 6.6189e-02, 3.7712e-02, 4.2333e-02, -1.9464e-01, 3.7394e-02,\n", - " -2.0832e-01, 1.2962e-01, 2.6202e-01, -2.1355e-01, -3.4018e-02,\n", - " 1.0503e-02, -7.0151e-02, -1.5101e-01, -5.4392e-02, -1.5883e-01,\n", - " -1.2751e-02, 1.2471e-01, 1.5871e-02, 1.4900e-01, -1.8499e-01,\n", - " -1.1662e-02, -1.0970e-01, -9.6448e-02, -5.1222e-02, -1.8194e-01,\n", - " 3.5967e-03, 5.7948e-02, 3.1753e-02, 4.7772e-02, 9.8228e-02,\n", - " -1.6950e-02, -3.8783e-03, -1.9597e-01, -5.0622e-02, -2.1524e-01,\n", - " -2.7248e-01, -7.4193e-02, 4.7427e-02, 8.7588e-02, -7.8666e-02,\n", - " -1.1951e-01, 3.0464e-02, 6.7082e-02, -8.5915e-02, 1.2746e-02,\n", - " 5.4255e-02, 3.1415e-02, 1.7812e-02, -1.0409e-02, 1.1163e-02,\n", - " -3.4429e-02, -8.5781e-02, 1.2418e-01, -6.7287e-02, 3.8630e-02,\n", - " -9.4615e-03, -7.6570e-02, 7.7781e-03, -1.1548e-01, -5.4246e-02,\n", - " 5.2068e-03, 5.1190e-02, -1.6957e-01, -1.7396e-01, 3.6970e-02,\n", - " -2.4187e-02, -2.0029e+00, -1.6407e-02, -1.4806e-01, 4.4287e-02,\n", - " -1.2524e-01, -2.5100e-01, 6.7725e-02, -4.2504e-02, -8.3310e-02,\n", - " 1.2121e-01, 1.1843e-01, 1.1215e-01, 1.8345e-03, 7.0474e-02,\n", - " 3.0512e-03, -2.2673e-01, -1.7632e-01, 8.5775e-02, -1.7479e-01,\n", - " -5.9883e-02, -9.3512e-02, -6.6348e-03, 1.6602e-02, -3.7331e-02,\n", - " -1.5731e-01, -4.0634e-03, 2.1437e-02, 1.9360e-01, -1.7529e-01,\n", - " -3.3552e-02, -3.4553e-02, 3.9529e-02, -5.6082e-02, -1.5954e-01,\n", - " 9.0531e-02, -5.4529e-02, -8.4778e-02, -3.7641e-02, -3.2706e-02,\n", - " -7.4008e-02, -2.4567e-01, -3.3352e-04, -1.0277e-01, -1.9596e-01,\n", - " 2.0938e-02, 2.5293e-03, -2.6667e-01, -1.8043e-01, 1.5065e-01,\n", - " 1.2584e-02, -1.7929e-01, -2.3455e-01, 1.6269e-01, -1.7313e-01,\n", - " 1.5415e-02, -2.3525e-01, -3.3482e-03, -7.4471e-02, -4.5411e-02,\n", - " 2.7673e-02, 4.9929e-02, 1.7176e-01, -1.6694e-02, -2.4801e-02,\n", - " 7.3893e-02, -2.4601e-01, 1.5642e-02, -8.7047e-02, -1.8164e-01,\n", - " -1.1513e-02, -4.8777e-02, 3.3416e-02, -8.9597e-02, 6.5705e-02,\n", - " 1.0950e-01, -1.7611e-01, -7.0539e-02, -1.7197e-01, -1.0761e-01,\n", - " 6.4050e-03, -3.4898e-01, -8.8903e-02, 7.7862e-02, 5.3062e-02,\n", - " -1.2054e-01, 5.5860e-02, -9.5683e-02, 8.8151e-02, -5.5596e-02,\n", - " -1.0295e-02, -1.0288e-01, -2.8387e-03, 1.1371e-02, -7.9308e-02,\n", - " -1.2272e-01, -1.3956e-01, -3.4266e-02, -1.7620e-01, -2.7926e-01,\n", - " 2.8323e-02, 1.7076e-01, -1.0466e-01, -2.1172e-02, -6.9358e-02,\n", - " -1.4097e-02, 1.6239e-01, 2.1466e-02, -1.7813e-01, -9.3061e-02,\n", - " -2.5623e-02, -1.1394e-01, 2.8787e-02, -1.6209e-02, -4.7511e-02,\n", - " -1.4398e-02, -1.4870e-02, -8.2321e-02, -7.8860e-04, 4.8956e-02,\n", - " -3.0010e-02, 8.6538e-02, -6.4840e-02, -1.7205e-01, -4.1212e-02,\n", - " 1.9081e-01, -6.0681e-02, -9.5607e-03, -1.3612e-02, 2.2754e-02,\n", - " -1.2482e-01, -4.8257e-02, -2.5563e-03, -5.4207e-02, -8.7969e-02,\n", - " 2.5370e-01, -8.3992e-02, 2.2473e-02, -2.8809e-01, 4.6314e-02,\n", - " -1.8008e-01, 1.9084e-01, 1.1078e-01, -2.0788e-01, 2.0804e-02,\n", - " -2.3081e-02, 4.3814e-03, -1.8993e-01, 9.6563e-03, 7.8980e-02,\n", - " -7.3118e-02, -1.6445e-01, -1.1687e-01, 3.1638e-02, 1.3645e-01,\n", - " -3.6535e-02, -8.1213e-02, 1.1619e-01, 3.2536e-02, -2.0412e-01,\n", - " 1.1926e-01, -5.3010e-02, -1.1263e-01, -3.1319e-04, -9.0229e-02,\n", - " -3.1579e-01, -2.0241e-01, 5.4120e-02, 2.7079e-01, 8.5984e-02,\n", - " -1.0727e-01, -8.8298e-02, 1.1348e-01, 5.0311e-02, -7.7398e-02,\n", - " -1.2515e-01, 1.1163e-02, 1.6500e-01, 3.9051e-02, -3.2798e-02,\n", - " -7.8474e-02, -6.2953e-02, -1.1776e-01, -3.1446e-02, -1.9581e-01,\n", - " -7.0297e-02, 3.3361e-02, -8.2373e-02, -5.6821e-02, -1.0619e-01,\n", - " -8.0503e-02, 6.5672e-02, 1.0622e-01, -1.5506e-03, -2.2421e-01,\n", - " 2.0279e-02, -2.0314e-02, 3.7313e-02, 6.9882e-02, -2.0116e-01,\n", - " -1.2390e-01, 1.7524e-01, 1.0243e-01, -1.4295e-01, -7.6353e-02,\n", - " -1.1770e-01, 4.1140e-01, -1.1487e-01, -5.4943e-02, 2.4503e-02,\n", - " -2.5039e-02, -9.9587e-03, 1.3072e-01, 4.5926e-02, 6.9544e-02,\n", - " -7.6750e-02, 9.1954e-03, 5.9608e-02, -3.2196e-02, 9.0296e-02,\n", - " 5.4665e-02, 4.9343e-03, -1.0184e-01, -3.1093e-02, 1.8238e-02,\n", - " 9.9516e-02, 5.0099e-02, 7.2726e-02, 7.4661e-02, 5.8317e-02,\n", - " 4.7681e-02, -2.1888e-01, -1.2824e-01, -9.2001e-03, -1.6924e-01,\n", - " -6.6007e-02, -1.3145e-01, 4.5609e-03, -1.6963e-02, -1.3881e-01,\n", - " 1.0726e-01, 2.6847e-02, 3.4012e-02, 4.9686e-02, -1.8051e-02,\n", - " 8.1117e-02, 7.6936e-02, -1.9907e-01, 6.5518e-02, 3.7947e-02,\n", - " 1.7338e-01, 1.2515e-01, 9.0665e-02, 1.9960e-01, -4.3784e-02,\n", - " 5.2904e-02, 2.0929e-02, -1.6854e-02, 1.5526e-01, 4.2797e-02,\n", - " -1.6666e-01, 8.8338e-02, 3.4787e-02, -1.3183e-01, 6.8483e-03,\n", - " -1.1000e-01, 2.1009e-03, 6.8067e-02, -8.9118e-02, 1.4793e-02,\n", - " -1.6388e-04, 1.5776e-01, 1.5675e-01, 6.6618e-02, -7.9542e-02,\n", - " -3.3404e-02, 7.5338e-02, -5.6420e-04, -3.5606e-02, -9.3587e-02,\n", - " 9.2658e-02, -9.2517e-02, 7.0557e-02, -5.0336e-02, 2.2185e-02,\n", - " -1.4681e-01, 8.1938e-02, 1.2301e-01, -9.9737e-04, 1.2787e-01,\n", - " 1.2926e-01, 7.8904e-03, -1.3817e-01, -1.2626e-01, 7.1758e-02,\n", - " 1.2637e-02, 1.4702e-01, 1.2193e-01, 5.9977e-02, -8.4220e-02,\n", - " -6.7759e-02, 9.1227e-03, 1.9597e-01, -4.7183e-02, -1.7960e-01,\n", - " -1.3921e-02, 1.3795e-01, 9.7247e-02, -1.0703e-01, -7.5525e-03,\n", - " -1.1469e-01, 7.2541e-02, 3.9003e-02, 6.0241e-02, -1.7668e-02,\n", - " 2.8879e-02, -1.7712e-01, 5.5653e-02, -9.0197e-02, 7.4972e-03,\n", - " 7.0543e-02, -7.4826e-02, -1.9866e-01, 1.0185e-02, 1.5340e-01,\n", - " 1.0733e-01, 9.5544e-02, 2.8146e-02, 5.1150e-02, 7.7695e-02,\n", - " -1.9368e-03, -2.9277e-02, 2.9241e-02, 7.2927e-04, -6.6681e-02,\n", - " 9.3101e-02, -4.8289e-02, 2.2985e-03, -5.3752e-02, 4.0573e-02,\n", - " -5.7318e-02, -8.1010e-03, -6.3683e-02, -7.2191e-02, 9.4628e-02,\n", - " -5.2318e-02, -1.1188e-02, -1.4373e-01, -1.0095e-01, 9.2550e-02,\n", - " 1.4976e-02, 1.3774e-01, 3.3899e-02, 1.1200e-01, 2.6986e-01,\n", - " 3.4651e-03, -7.7195e-03, 5.8274e-02, -2.8220e-02, -2.8953e-02,\n", - " -1.3285e-02, -6.1327e-02, -8.6871e-02, -8.7978e-02, 2.3760e-02,\n", - " 3.0763e-02, 4.1973e-02, -5.4904e-02, 4.5272e-02, 6.6180e-02,\n", - " -6.3239e-02, -1.8968e-01, -2.3140e-02, 1.1470e-01, -2.4152e-01,\n", - " -1.0144e-02, -1.4280e-01, 1.4466e-01, 1.6719e-02, 3.3186e-02,\n", - " 6.6674e-02, 7.5298e-02, -3.1020e-02, -2.2641e-01, -1.7237e-01,\n", - " 1.4496e-01, -3.4159e-02, 1.8037e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0930, -0.1586, -0.1063, ..., -0.1438, -0.1664, -0.1834],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.2544e-02, 5.6817e-02, 3.7204e-02, 1.9364e-02, 9.1342e-02,\n", - " 3.2675e-02, 6.5880e-02, 1.3847e-01, -1.6407e-02, 8.2323e-03,\n", - " 6.2065e-02, 6.6677e-02, -6.7561e-02, 2.7021e-02, -1.3584e-02,\n", - " 3.0395e-02, 1.2204e-01, 4.7592e-02, -4.5394e-02, 1.0054e-02,\n", - " -2.1547e-02, -1.1285e-02, 4.0456e-02, -4.1223e-03, 2.9743e-02,\n", - " 1.0183e-01, -7.5752e-02, 3.5286e-02, -1.3756e-01, 9.9846e-02,\n", - " 4.0816e-02, -5.7017e-02, 4.2638e-02, -5.7830e-02, 4.6456e-03,\n", - " 3.8609e-02, -5.2873e-02, -1.5381e-02, -7.0085e-02, -7.2426e-02,\n", - " -2.7319e-02, -3.9864e-02, -2.5672e-02, 3.4128e-02, -2.9014e-02,\n", - " 9.5919e-03, 3.5674e-02, 1.4043e-01, -2.4713e-02, -6.0852e-02,\n", - " 1.9859e-02, -4.0350e-02, 7.4133e-02, -1.3085e-01, 2.1301e-02,\n", - " 1.4058e-01, 6.9339e-02, -1.7016e-01, -9.0291e-03, -6.6102e-02,\n", - " 4.7060e-02, 1.3335e-01, -1.1467e-01, 6.7169e-02, 2.0177e-02,\n", - " 4.4230e-02, -1.9409e-02, -1.4609e-02, -6.1882e-02, -2.3383e-02,\n", - " -4.8315e-02, 1.1747e-02, 6.0563e-03, -3.2072e-03, 2.4005e-02,\n", - " -2.4157e-03, 3.4787e-02, -5.9102e-02, -2.6247e-02, 3.9295e-02,\n", - " 8.2967e-02, 1.3392e-02, 3.9425e-02, 6.8036e-02, 5.2766e-02,\n", - " -1.0491e-01, 7.4572e-02, 2.7015e-02, -9.0749e-02, 8.3239e-02,\n", - " -9.9134e-02, -1.0054e-01, 1.5462e-01, -1.0747e-01, 7.9171e-02,\n", - " -1.1430e-01, 2.0448e-01, 7.7033e-03, 8.0450e-03, -3.4731e-02,\n", - " 9.0649e-03, -5.6462e-02, 1.0705e-01, -6.8804e-02, 4.6729e-02,\n", - " 5.1844e-02, 6.3267e-02, -5.9450e-02, -9.7959e-02, -8.4143e-02,\n", - " -9.5573e-02, 2.6785e-02, -1.1268e-01, 2.1350e-02, -2.4357e-02,\n", - " 7.6655e-02, 2.3224e-02, -5.4067e-03, -6.6708e-02, 1.0006e-02,\n", - " -3.2461e-02, 1.9154e-02, 1.1577e-02, 3.2083e-02, 1.2289e-01,\n", - " -1.2658e-01, -1.5112e-02, 5.1694e-02, -3.7401e-02, -4.6215e-03,\n", - " 2.7769e-02, -1.0618e-02, -8.7438e-02, 2.3426e-02, -3.3991e-03,\n", - " -8.4568e-03, 3.8350e-02, 7.5604e-02, 5.0480e-02, -8.9761e-02,\n", - " -2.6782e-02, 9.9710e-02, 3.0182e-02, 3.9131e-03, -8.4853e-03,\n", - " 4.5492e-02, 1.3815e-02, 6.8432e-03, -1.2965e-01, 6.9543e-02,\n", - " -2.0106e-02, 5.0416e-02, -8.8329e-02, -2.3794e-02, -9.1684e-02,\n", - " -4.1710e-02, 6.6093e-02, 4.3864e-02, -3.9052e-02, -2.2976e-02,\n", - " -3.9221e-03, -1.8546e-02, -4.0363e-05, -6.3819e-02, -9.4555e-02,\n", - " 8.3685e-02, 8.9160e-02, -8.4937e-03, -1.0615e-01, -5.6247e-02,\n", - " 4.3692e-02, 2.3189e-02, -4.6520e-02, -3.5978e-02, 1.4372e-02,\n", - " 1.4121e-01, 8.0666e-03, -4.3369e-03, -4.2203e-02, -7.4333e-02,\n", - " -4.2663e-02, 4.6565e-02, -8.1765e-02, 2.3760e-02, 4.6459e-03,\n", - " -9.3088e-02, -1.9938e-02, 1.1160e-03, -1.3506e-02, -4.7692e-02,\n", - " -3.0792e-02, -1.4656e-02, 4.8974e-02, -6.9759e-02, 8.1377e-02,\n", - " -1.6209e-02, 7.0576e-02, 1.4895e-01, 1.2378e-02, 5.3108e-02,\n", - " -1.0627e-01, -9.4754e-02, 5.9448e-02, -9.8340e-02, -3.6880e-02,\n", - " -1.3571e-02, 3.4467e-02, -2.2740e-03, 4.3932e-02, 1.1491e-02,\n", - " -4.8052e-03, 2.3152e-05, 5.7070e-02, 1.0821e-01, -4.0648e-02,\n", - " 4.8138e-02, -5.4059e-02, -1.6098e-02, 2.4344e-01, -4.4878e-02,\n", - " 9.1523e-02, 1.1393e-01, -2.9625e-04, -4.0298e-02, -3.0650e-02,\n", - " 1.1411e-01, -9.5676e-02, 2.2739e-02, 9.6847e-02, 3.2360e-02,\n", - " -1.0303e-01, 6.1588e-02, 6.5167e-02, -9.4439e-03, -5.0424e-02,\n", - " 6.9330e-03, -3.8257e-02, 5.5862e-02, -4.0036e-02, -7.9758e-02,\n", - " 8.8688e-02, -8.7189e-02, -5.1602e-02, 1.1264e-01, 1.0116e-01,\n", - " 7.7208e-02, -1.6457e-02, -6.0034e-02, -5.8943e-02, 2.1680e-02,\n", - " -1.1666e-01, 2.1685e-03, 2.7064e-02, 6.1199e-02, 6.8233e-02,\n", - " -7.3535e-02, 4.8461e-02, -4.4123e-02, -3.3375e-03, -2.9521e-02,\n", - " 3.8175e-02, -3.3295e-02, -2.1666e-02, 6.3270e-02, -1.7775e-02,\n", - " -1.4034e-01, -4.5999e-02, -4.3679e-02, 5.0029e-02, -5.3373e-02,\n", - " -1.2027e-02, 6.1547e-02, -6.8495e-02, 7.7777e-02, 6.9603e-02,\n", - " -1.7344e-01, -1.7418e-02, 2.2621e-02, 8.9350e-02, -8.4139e-02,\n", - " 4.6954e-02, 4.1104e-02, -8.0503e-02, 5.4188e-02, -1.4641e-02,\n", - " 1.3365e-02, 4.5800e-02, 2.3375e-02, -5.2463e-02, -2.3985e-03,\n", - " -6.6481e-02, -3.5017e-02, -8.0917e-02, -7.7162e-02, 3.1328e-02,\n", - " 1.8796e-02, 1.5080e-01, 5.6170e-02, 5.8742e-02, 3.2823e-03,\n", - " 7.1527e-02, 7.6941e-02, 3.6495e-02, 7.9674e-02, 7.6101e-02,\n", - " -8.1014e-02, -1.5293e-02, 3.1313e-02, -5.1907e-01, -4.5097e-02,\n", - " -6.0271e-02, -6.0700e-02, 2.4623e-02, 7.0871e-02, -1.1377e-02,\n", - " 8.0395e-02, -3.0170e-02, -4.7170e-02, -2.3999e-02, 1.2969e-01,\n", - " -3.6875e-02, 6.8095e-02, -2.0271e-02, -1.3562e-01, 1.7620e-02,\n", - " -1.1701e-01, 5.6245e-02, 1.2074e-01, -3.8575e-02, -8.8433e-03,\n", - " 7.2107e-02, -6.6864e-02, -7.3793e-02, 1.4921e-01, -2.3480e-02,\n", - " -1.3064e-02, -1.0266e-01, -4.2625e-02, -7.0491e-02, -1.2217e-02,\n", - " 8.9819e-02, 6.1641e-02, 5.4562e-03, 7.8268e-02, -2.4393e-02,\n", - " -1.1474e-01, 6.5307e-02, -5.5856e-02, 3.2145e-02, -2.5030e-03,\n", - " -6.1180e-02, -1.0853e-01, -2.8987e-03, -1.4290e-01, 9.7155e-02,\n", - " -4.6189e-03, -2.3300e-02, -2.2915e-02, 2.2088e-02, 9.2248e-02,\n", - " 7.2799e-02, -2.9247e-02, 1.1473e-01, 4.0883e-02, 1.1421e-01,\n", - " 3.8988e-02, -1.2531e-01, 1.6792e-03, -7.9815e-03, -3.4973e-02,\n", - " -3.2028e-02, 1.9556e-02, -3.6990e-02, -4.6339e-02, -6.7080e-02,\n", - " -2.3051e-02, -1.2148e-02, -9.6852e-02, -8.2690e-02, 5.5001e-02,\n", - " 5.8214e-03, -5.5033e-01, -3.7869e-02, -1.1841e-01, 1.0324e-02,\n", - " -2.5863e-02, -6.8766e-02, 4.8433e-02, -2.6156e-02, -7.4403e-02,\n", - " 7.9397e-03, -3.5228e-02, -1.2269e-03, -8.2261e-02, 6.8233e-02,\n", - " -1.0715e-03, -7.7529e-02, -7.0584e-02, -4.6056e-02, -2.9065e-02,\n", - " -8.6351e-02, -3.8650e-02, -4.2292e-02, 7.5101e-03, -9.2138e-02,\n", - " -3.8444e-02, -2.7626e-02, -3.7021e-02, -2.7989e-02, 1.7566e-03,\n", - " -4.1745e-02, 7.9009e-03, 2.6998e-02, 6.2970e-02, -8.6371e-02,\n", - " 5.7356e-02, -9.5336e-02, -8.9536e-02, 4.5160e-02, 2.6591e-02,\n", - " 6.7018e-02, -2.2639e-01, 8.1385e-03, -7.6415e-03, -6.4598e-02,\n", - " 5.1353e-03, -8.3249e-03, -1.9122e-02, -2.1627e-02, 5.9331e-02,\n", - " -4.1171e-03, -4.3423e-02, 2.0023e-02, 3.0131e-02, -1.2384e-01,\n", - " 3.3949e-02, -3.0563e-03, -9.5711e-02, 1.8878e-02, -2.5619e-02,\n", - " -2.3866e-02, 1.6302e-02, 8.7193e-03, 8.9052e-03, -9.5401e-04,\n", - " -5.6591e-02, 5.6655e-02, 9.5241e-03, -4.3609e-02, -3.7869e-02,\n", - " 8.2998e-04, -4.8383e-03, 1.8090e-02, 6.3112e-03, 4.2111e-02,\n", - " 1.4497e-01, 6.5545e-02, 4.9475e-02, -4.6175e-02, -6.1426e-02,\n", - " 3.4534e-02, -5.5321e-02, -4.4363e-02, -1.6927e-02, 1.3033e-01,\n", - " 3.0333e-02, 5.6346e-02, -7.9621e-02, -4.0134e-02, 5.2309e-02,\n", - " -9.2470e-03, -3.3068e-02, 5.4537e-02, -3.7662e-02, 4.1894e-02,\n", - " -7.3469e-02, -7.2490e-03, 1.9599e-02, -7.6068e-02, -1.2602e-01,\n", - " 4.8756e-02, -1.3645e-03, -7.8661e-02, -1.7227e-01, -8.5894e-02,\n", - " -5.5935e-02, 9.0466e-02, 8.0080e-02, -7.0740e-02, 1.1140e-02,\n", - " -2.0970e-02, 2.1583e-02, -4.9265e-02, 8.5065e-02, 5.7874e-03,\n", - " -4.5332e-02, 1.6279e-02, -7.0001e-03, 5.0941e-02, 4.0125e-02,\n", - " 3.2666e-02, 5.0612e-03, -8.6874e-02, -2.4811e-02, 4.0816e-02,\n", - " 1.0425e-01, 6.3627e-02, -1.5360e-02, -8.8921e-02, 3.0089e-04,\n", - " -3.6022e-02, -7.6921e-02, 6.7074e-03, -4.6466e-03, 6.7263e-02,\n", - " 1.6610e-01, -6.3302e-02, -4.6526e-03, 6.3816e-02, 7.4654e-02,\n", - " -2.6275e-02, 1.1368e-02, 4.8783e-02, 4.8637e-02, -6.0188e-02,\n", - " 4.8186e-02, -7.4656e-02, -5.7696e-02, 8.7806e-03, 1.4224e-01,\n", - " 1.0934e-01, 1.6218e-02, -7.1475e-02, -3.4238e-02, 3.1544e-02,\n", - " -1.0248e-01, -1.4596e-02, 2.7661e-02, 3.3668e-02, -1.0898e-01,\n", - " 6.0109e-02, -4.6495e-02, 1.1412e-02, -1.2427e-02, 9.5275e-03,\n", - " 4.6985e-02, -4.0084e-02, 7.9279e-02, 3.5121e-02, 6.7332e-02,\n", - " -4.3213e-02, 3.5287e-02, 5.9591e-02, 1.1888e-02, -5.4324e-02,\n", - " -2.6193e-02, -8.9887e-02, 3.9822e-02, -1.6125e-02, -6.7019e-02,\n", - " -4.7905e-02, 2.9515e-02, -3.4412e-03, -2.5717e-02, -5.8606e-02,\n", - " 6.4155e-02, 2.2732e-02, 1.9916e-02, 1.2516e-02, -2.9456e-02,\n", - " -2.7244e-02, 3.4631e-02, 1.8101e-02, 6.1222e-02, -7.2865e-02,\n", - " -2.2831e-03, 5.5052e-02, -1.8558e-01, -1.4144e-02, 3.3238e-02,\n", - " -1.1686e-01, 8.4221e-02, 1.2431e-01, -4.4451e-02, 1.7096e-02,\n", - " -2.6241e-02, 1.6177e-01, 5.0047e-02, -3.3098e-02, 1.1551e-02,\n", - " 4.5538e-02, -9.3054e-02, 1.8281e-02, 4.9398e-02, 2.7666e-02,\n", - " -8.7666e-02, -2.5564e-02, 7.3716e-02, -1.2737e-02, 3.4324e-02,\n", - " 7.6191e-02, 6.5218e-02, -2.2531e-02, 3.1032e-02, 6.4065e-02,\n", - " 1.8693e-02, 2.4132e-02, -1.7133e-02, -2.6653e-02, 4.6629e-02,\n", - " 4.0507e-03, -1.3375e-02, 4.2953e-02, -9.5762e-03, -1.1711e-01,\n", - " 2.5943e-02, -3.9893e-02, 2.1431e-02, 3.7443e-02, -3.3188e-02,\n", - " 9.2722e-02, 7.6100e-02, -2.2879e-02, 5.4379e-02, -7.1734e-02,\n", - " 6.8183e-02, 7.7931e-02, -9.8835e-02, -9.6170e-02, -5.5112e-02,\n", - " 7.4807e-02, 4.3049e-02, 3.9609e-02, 9.2974e-02, -8.2168e-02,\n", - " -4.9999e-02, -1.4871e-02, 3.1284e-02, 2.0841e-02, -7.2395e-02,\n", - " -8.4716e-02, 5.9776e-02, -1.9951e-02, -7.2559e-02, 4.0325e-03,\n", - " -3.0500e-03, 3.2379e-02, 1.0089e-01, 1.5192e-02, 1.2465e-01,\n", - " 5.1645e-02, -1.4799e-02, 3.6625e-02, 6.4302e-02, -8.9043e-02,\n", - " -5.8058e-02, 5.6297e-02, -5.0696e-02, 9.9756e-03, -4.4567e-02,\n", - " 4.0293e-02, -2.9394e-02, 2.3886e-02, -3.0619e-02, -1.5587e-02,\n", - " -9.9104e-03, 5.5242e-02, 2.0337e-01, 5.0747e-02, 1.3689e-02,\n", - " 1.0028e-01, 9.9823e-03, -1.7688e-02, 3.3145e-02, 6.3340e-02,\n", - " -1.9347e-02, 6.9764e-02, -1.9037e-02, -7.9368e-03, 1.2824e-02,\n", - " -3.2686e-02, -3.6289e-02, 1.1228e-01, 7.2105e-03, 5.4941e-02,\n", - " 2.8039e-02, 3.6739e-02, 9.7780e-02, -1.5107e-02, -6.9768e-02,\n", - " -1.9910e-02, -6.5827e-02, 5.9197e-02, -1.3457e-02, 6.0836e-02,\n", - " 2.2396e-02, -1.0204e-01, 5.8928e-03, -1.1252e-01, -8.6280e-02,\n", - " 7.6683e-02, -7.4889e-02, 1.0437e-01, 5.2071e-02, 2.2317e-02,\n", - " 6.9638e-02, 3.9984e-02, -3.5737e-02, 1.1387e-01, 3.8984e-02,\n", - " 3.7591e-02, 8.6846e-02, 1.1663e-01, 5.4582e-02, -5.7054e-02,\n", - " 4.6936e-03, 2.0788e-02, -6.7385e-03, 3.5726e-02, -2.1339e-02,\n", - " -9.2526e-02, -1.6031e-02, -5.8040e-02, -2.8340e-02, 1.1060e-01,\n", - " -1.7007e-02, 3.1471e-02, -9.7770e-02, -1.2477e-02, 6.4481e-02,\n", - " 1.0773e-01, 4.6812e-02, 3.6445e-02, -7.0640e-03, 1.8942e-01,\n", - " -1.8769e-01, 7.4688e-03, 1.6733e-01, 5.4639e-03, 5.4661e-02,\n", - " -1.0573e-03, 1.0984e-02, -1.2574e-03, 5.7423e-02, -8.6233e-02,\n", - " 4.9798e-02, -1.9263e-02, -6.3470e-02, 1.2977e-01, -2.5561e-02,\n", - " -4.5092e-02, 1.5575e-02, -7.3584e-02, 9.3936e-02, -1.4514e-01,\n", - " 2.1036e-02, -1.1701e-01, 2.9094e-02, 1.4522e-01, -1.3164e-01,\n", - " -7.4126e-02, 8.2227e-02, -5.8983e-02, 3.0818e-02, -6.5273e-02,\n", - " 3.1150e-02, -5.5271e-03, 5.2680e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8674, 0.8657, 0.8152, 0.8230, 0.8306, 0.8529, 0.8339, 0.8639, 0.8716,\n", - " 0.8443, 0.8240, 0.8223, 0.8077, 0.7978, 0.8754, 0.8136, 0.8119, 0.8311,\n", - " 0.8552, 0.8434, 0.8588, 0.8129, 0.8532, 0.8227, 0.8276, 0.8170, 0.7878,\n", - " 0.8443, 0.7901, 0.8476, 0.8661, 0.8209, 0.8231, 0.8484, 0.8709, 0.8646,\n", - " 0.8452, 0.8612, 0.8214, 0.7955, 0.8725, 0.8424, 0.8613, 0.8339, 0.8703,\n", - " 0.8313, 0.8546, 0.8885, 0.8807, 0.8609, 0.8526, 0.8554, 0.8141, 0.7768,\n", - " 0.7984, 0.8096, 0.8483, 0.7708, 0.8774, 0.8101, 0.8535, 0.8168, 0.7408,\n", - " 0.8179, 0.8547, 0.8272, 0.8457, 0.8366, 0.8339, 0.8396, 0.8686, 0.8604,\n", - " 0.8533, 0.8030, 0.8597, 0.7781, 0.8447, 0.7554, 0.8051, 0.8204, 0.8792,\n", - " 0.8866, 0.8493, 0.8423, 0.7918, 0.8224, 0.8283, 0.8577, 0.8585, 0.8594,\n", - " 0.8178, 0.8404, 0.5863, 0.8197, 0.8061, 0.8181, 0.7374, 0.8033, 0.8645,\n", - " 0.8645, 0.8743, 0.8730, 0.8526, 0.8295, 0.8237, 0.7393, 0.8393, 0.8601,\n", - " 0.8277, 0.8112, 0.8216, 0.8461, 0.8095, 0.8346, 0.8622, 0.8302, 0.8454,\n", - " 0.8733, 0.8572, 0.8041, 0.8251, 0.7852, 0.8271, 0.8307, 0.7495, 0.7904,\n", - " 0.8316, 0.7766, 0.8430, 0.8269, 0.8847, 0.8272, 0.7552, 0.8164, 0.8474,\n", - " 0.8623, 0.8470, 0.8032, 0.8418, 0.7735, 0.8649, 0.8609, 0.8570, 0.8671,\n", - " 0.8227, 0.6716, 0.8633, 0.8232, 0.8210, 0.7913, 0.8429, 0.8190, 0.7623,\n", - " 0.8550, 0.8679, 0.8278, 0.8550, 0.8129, 0.8588, 0.7591, 0.8480, 0.8712,\n", - " 0.8446, 0.8664, 0.8454, 0.8544, 0.8545, 0.8143, 0.7320, 0.8537, 0.8688,\n", - " 0.8421, 0.7921, 0.8430, 0.8623, 0.7666, 0.8117, 0.8319, 0.8106, 0.8320,\n", - " 0.8239, 0.8612, 0.8482, 0.8587, 0.8658, 0.8434, 0.8602, 0.8179, 0.8507,\n", - " 0.8402, 0.8759, 0.7997, 0.7991, 0.8380, 0.8296, 0.8449, 0.8783, 0.7909,\n", - " 0.8165, 0.8000, 0.8434, 0.8487, 0.7419, 0.8303, 0.8427, 0.8103, 0.8565,\n", - " 0.8099, 0.8502, 0.8147, 0.8235, 0.8747, 0.8139, 0.8232, 0.8591, 0.7794,\n", - " 0.7805, 0.8570, 0.7916, 0.8374, 0.8530, 0.8154, 0.8522, 0.8161, 0.8324,\n", - " 0.6877, 0.8006, 0.8216, 0.8697, 0.8452, 0.8123, 0.8715, 0.8296, 0.8672,\n", - " 0.8704, 0.8373, 0.8224, 0.8075, 0.8568, 0.7922, 0.8315, 0.8814, 0.8590,\n", - " 0.8309, 0.8318, 0.7833, 0.8204, 0.8175, 0.8017, 0.7534, 0.8319, 0.8029,\n", - " 0.8359, 0.8754, 0.8591, 0.8136, 0.7565, 0.8207, 0.8449, 0.8298, 0.8837,\n", - " 0.8587, 0.8922, 0.8564, 0.8362, 0.7635, 0.8549, 0.8251, 0.8540, 0.8695,\n", - " 0.8479, 0.8503, 0.8318, 0.8502, 0.8849, 0.8810, 0.7733, 0.8495, 0.8288,\n", - " 0.8406, 0.7666, 0.8563, 0.8717, 0.7908, 0.8420, 0.8305, 0.8399, 0.8603,\n", - " 0.8506, 0.8631, 0.7992, 0.8054, 0.8406, 0.8274, 0.8245, 0.7729, 0.7821,\n", - " 0.7891, 0.8383, 0.8423, 0.8618, 0.8344, 0.8597, 0.8549, 0.7896, 0.8470,\n", - " 0.8118, 0.8482, 0.7525, 0.8340, 0.8260, 0.7688, 0.8008, 0.8371, 0.8671,\n", - " 0.8303, 0.8641, 0.8564, 0.8251, 0.7501, 0.8275, 0.8081, 0.7835, 0.8270,\n", - " 0.8543, 0.8718, 0.8302, 0.8581, 0.8724, 0.8467, 0.8038, 0.7754, 0.8587,\n", - " 0.8512, 0.8394, 0.8449, 0.8375, 0.8640, 0.8584, 0.8466, 0.8094, 0.8994,\n", - " 0.8064, 0.8720, 0.8175, 0.7676, 0.8702, 0.8458, 0.8337, 0.8445, 0.8233,\n", - " 0.8853, 0.8640, 0.7894, 0.8630, 0.8524, 0.8283, 0.8194, 0.8441, 0.8239,\n", - " 0.8516, 0.8275, 0.8105, 0.8163, 0.8414, 0.8599, 0.7949, 0.8605, 0.8476,\n", - " 0.8175, 0.8510, 0.8464, 0.8782, 0.8451, 0.8381, 0.8573, 0.8554, 0.8495,\n", - " 0.8259, 0.8694, 0.8506, 0.3747, 0.8498, 0.8378, 0.8379, 0.8446, 0.8040,\n", - " 0.8613, 0.8558, 0.8582, 0.8059, 0.8287, 0.8308, 0.8103, 0.8676, 0.8892,\n", - " 0.8340, 0.7817, 0.8371, 0.8525, 0.8511, 0.7937, 0.7904, 0.8573, 0.7860,\n", - " 0.8099, 0.8591, 0.8408, 0.8226, 0.8633, 0.8343, 0.8322, 0.8530, 0.8805,\n", - " 0.8474, 0.8051, 0.8242, 0.8547, 0.8355, 0.7933, 0.8387, 0.7534, 0.8618,\n", - " 0.8247, 0.8325, 0.8285, 0.8451, 0.8163, 0.8362, 0.7565, 0.8588, 0.7983,\n", - " 0.8117, 0.7815, 0.8563, 0.8815, 0.8266, 0.8458, 0.8471, 0.8534, 0.8275,\n", - " 0.8676, 0.8038, 0.7566, 0.8555, 0.8442, 0.8268, 0.8452, 0.8388, 0.7940,\n", - " 0.8651, 0.8572, 0.8672, 0.8447, 0.8797, 0.8654, 0.8461, 0.8597, 0.8168,\n", - " 0.8319, 0.8416, 0.7461, 0.8808, 0.8524, 0.8465, 0.7976, 0.7980, 0.8237,\n", - " 0.8295, 0.8529, 0.8613, 0.8144, 0.8583, 0.8879, 0.8154, 0.8372, 0.8165,\n", - " 0.8494, 0.8304, 0.7952, 0.8515, 0.8151, 0.7587, 0.8403, 0.8232, 0.8434,\n", - " 0.8265, 0.8558, 0.8190, 0.8510, 0.8347, 0.8333, 0.8219, 0.8600, 0.8667,\n", - " 0.8395, 0.7904, 0.8157, 0.8558, 0.8248, 0.8132, 0.8460, 0.8326, 0.7925,\n", - " 0.8085, 0.8700, 0.8153, 0.8540, 0.8614, 0.8758, 0.7856, 0.8296, 0.8509,\n", - " 0.8780, 0.8362, 0.7664, 0.8676, 0.7725, 0.8394, 0.8427, 0.8535, 0.7693,\n", - " 0.8481, 0.8477, 0.8393, 0.8613, 0.8360, 0.8424, 0.8504, 0.7861, 0.8425,\n", - " 0.8077, 0.8874, 0.8479, 0.8502, 0.8131, 0.8483, 0.8486, 0.7966, 0.9152,\n", - " 0.8129, 0.7986, 0.8612, 0.8219, 0.8705, 0.7923, 0.8375, 0.8508, 0.7974,\n", - " 0.8298, 0.8654, 0.7911, 0.8266, 0.8531, 0.8562, 0.8569, 0.8529, 0.7973,\n", - " 0.8708, 0.8686, 0.8807, 0.8474, 0.8486, 0.8690, 0.8035, 0.8551, 0.8032,\n", - " 0.8582, 0.8523, 0.8722, 0.8528, 0.8678, 0.8524, 0.7662, 0.8069, 0.8301,\n", - " 0.8856, 0.7782, 0.8565, 0.8455, 0.8160, 0.8556, 0.8549, 0.8209, 0.8534,\n", - " 0.8673, 0.7460, 0.8800, 0.8341, 0.8761, 0.8702, 0.8733, 0.8725, 0.8541,\n", - " 0.8078, 0.8249, 0.8582, 0.8525, 0.8569, 0.8215, 0.8284, 0.8583, 0.8739,\n", - " 0.8528, 0.8584, 0.8158, 0.8666, 0.8231, 0.8241, 0.8571, 0.8700, 0.7922,\n", - " 0.8608, 0.7881, 0.7507, 0.8458, 0.8028, 0.8680, 0.8590, 0.8049, 0.7784,\n", - " 0.8517, 0.8800, 0.8531, 0.8445, 0.8520, 0.8496, 0.8222, 0.8449, 0.8551,\n", - " 0.8312, 0.7918, 0.8266, 0.7886, 0.8609, 0.8216, 0.8727, 0.8704, 0.7921,\n", - " 0.8700, 0.8165, 0.8041, 0.8589, 0.7948, 0.8608, 0.8369, 0.8329, 0.8621,\n", - " 0.8326, 0.8258, 0.8696, 0.8349, 0.8173, 0.8093, 0.7730, 0.8153, 0.8027,\n", - " 0.8658, 0.8484, 0.8369, 0.8377, 0.8613, 0.8449, 0.8591, 0.8599, 0.8251,\n", - " 0.8523, 0.8210, 0.8295, 0.8297, 0.7409, 0.8663, 0.8452, 0.7903, 0.8481,\n", - " 0.8413, 0.8104, 0.8317, 0.8711, 0.8500, 0.8691, 0.8541, 0.8082, 0.8472,\n", - " 0.8596, 0.8396, 0.7980, 0.8760, 0.8516, 0.8630, 0.8548, 0.8595, 0.8349,\n", - " 0.8644, 0.8609, 0.8402, 0.8346, 0.8142, 0.8281, 0.7804, 0.8760, 0.8463,\n", - " 0.8227, 0.8613, 0.8350, 0.8084, 0.8097, 0.8168, 0.8412, 0.8867, 0.8281,\n", - " 0.8564, 0.8209, 0.8406, 0.8209, 0.8479, 0.8427, 0.8607, 0.8807, 0.8474,\n", - " 0.7881, 0.8564, 0.8691, 0.8580, 0.8367, 0.8614, 0.8247, 0.8435, 0.8421,\n", - " 0.8362, 0.8468, 0.8361, 0.8730, 0.9125, 0.7578, 0.8408, 0.8565, 0.8036,\n", - " 0.8725, 0.8054, 0.8608, 0.8317, 0.8728, 0.8415, 0.8296, 0.8444, 0.8336,\n", - " 0.8450, 0.8428, 0.8662, 0.8719, 0.8554, 0.8363, 0.8442, 0.8297, 0.8127,\n", - " 0.8025, 0.8490, 0.8498, 0.8137, 0.8432, 0.8331, 0.8522, 0.8312, 0.8438,\n", - " 0.8001, 0.8290, 0.8655], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1713e-02, -3.2094e-02, -8.6460e-02, 3.7603e-02, -1.3841e-01,\n", - " -2.1814e-02, -9.9134e-02, -8.6274e-02, 1.5932e-03, -1.3814e-02,\n", - " -5.1382e-03, -3.0256e-02, 5.0765e-03, -1.0089e-01, -3.7572e-02,\n", - " -9.4554e-02, -8.8116e-02, -6.7744e-02, -1.3397e-02, -9.7374e-02,\n", - " -1.4343e-01, 1.9257e-02, -1.0515e-01, -1.6315e-01, -3.9220e-02,\n", - " -1.4828e-01, -8.3666e-02, 9.2629e-03, 6.3644e-02, -7.6766e-02,\n", - " -5.3332e-02, -3.0371e-02, -1.1594e-01, 7.3442e-02, -9.5131e-02,\n", - " -4.1702e-03, 3.3848e-02, -4.8474e-02, -1.2355e-01, 1.5333e-01,\n", - " -1.7673e-02, 5.7004e-02, -4.3517e-02, -3.2900e-02, -3.4837e-02,\n", - " -5.8695e-03, -1.6058e-02, -5.9118e-03, -2.4456e-02, 2.5875e-02,\n", - " 5.4317e-02, 6.5860e-03, -1.6350e-01, 3.9801e-02, -9.1907e-02,\n", - " -6.9166e-02, -7.7503e-02, 5.1449e-02, 1.7075e-02, -7.9257e-03,\n", - " 9.9297e-03, -9.8996e-02, -1.1037e-02, -3.0474e-02, -2.9058e-02,\n", - " -1.1638e-01, -1.6238e-02, -3.8018e-02, -2.5555e-02, 3.5732e-02,\n", - " 4.6073e-02, -9.0614e-02, 1.2497e-03, -1.7167e-02, -8.4460e-02,\n", - " -5.1186e-02, -6.5019e-03, -2.7047e-02, -8.3513e-02, -8.0272e-02,\n", - " -2.9322e-02, -6.4086e-02, -2.2243e-02, -7.6187e-02, -3.6619e-02,\n", - " 1.4691e-02, 1.6482e-03, -4.2842e-02, -1.9451e-02, -7.3226e-02,\n", - " -1.8889e-02, 4.4132e-02, -2.4550e-01, -5.9267e-02, -1.2392e-01,\n", - " 2.9678e-02, -1.1626e-01, 5.7071e-02, 1.0054e-02, -2.4589e-03,\n", - " -5.5054e-03, -3.7475e-02, -1.5173e-03, -6.1028e-03, -4.0779e-02,\n", - " -4.8645e-03, 1.7430e-02, -1.2742e-02, 6.0094e-02, -6.1112e-02,\n", - " 3.5650e-02, 4.5236e-04, 3.4306e-02, 4.1614e-02, -1.5417e-02,\n", - " -3.6207e-02, -6.8477e-02, -2.8815e-02, 3.9164e-02, -1.1380e-01,\n", - " 2.7428e-02, 2.5914e-02, -1.4783e-02, -7.8816e-02, -1.0450e-01,\n", - " 2.2856e-02, 2.6447e-02, -1.3940e-01, -1.8582e-02, -1.1796e-02,\n", - " -5.1360e-02, -1.2014e-01, 1.6893e-02, 3.5917e-02, -3.9196e-02,\n", - " 5.2148e-03, -8.1985e-02, -5.5533e-02, 8.3005e-02, -8.3650e-03,\n", - " 1.2964e-02, -5.3943e-02, -5.2047e-02, -7.6415e-02, -8.0936e-02,\n", - " 1.4973e-01, -3.9747e-03, -4.2378e-02, 4.2487e-02, -1.3446e-01,\n", - " -4.6743e-02, -9.2743e-02, 3.6083e-02, -5.8372e-02, -7.0972e-02,\n", - " -5.2488e-02, -7.4117e-02, -7.9393e-02, -6.2443e-02, 6.1688e-02,\n", - " -7.0269e-02, 1.9337e-02, -4.4662e-02, -9.3549e-02, -2.8903e-02,\n", - " -1.0124e-01, -7.1908e-02, -7.3113e-02, 1.2333e-01, -8.8124e-03,\n", - " -8.4983e-03, -4.2498e-02, -1.2183e-02, -1.0582e-01, -2.5920e-02,\n", - " -1.1906e-01, -8.4847e-02, -1.0354e-01, -1.0667e-01, -2.7671e-02,\n", - " -3.3286e-02, -8.2696e-02, 2.4899e-02, -1.0306e-01, -3.5396e-02,\n", - " 1.3258e-02, -1.5426e-01, -9.6510e-02, -1.2668e-01, -6.6671e-02,\n", - " -7.1065e-03, 8.6706e-02, -1.8147e-01, 5.0721e-03, -7.5076e-02,\n", - " -8.4770e-02, -5.9540e-03, -9.4991e-02, -3.6714e-02, 1.6385e-03,\n", - " 1.9781e-02, -6.3155e-02, -8.3023e-02, -6.2318e-02, 4.4197e-02,\n", - " -1.1762e-01, -6.6583e-02, -4.9264e-03, -4.9129e-02, -7.0907e-02,\n", - " 2.3871e-02, 6.3587e-03, -1.3064e-01, -7.3901e-02, -7.8396e-02,\n", - " -2.6756e-02, 3.8502e-02, -3.1373e-02, -5.0993e-02, -3.2467e-02,\n", - " -7.0174e-02, -1.3856e-01, 1.4504e-02, -3.7913e-02, 2.4400e-02,\n", - " -1.4439e-01, -8.7000e-02, -1.8781e-03, -6.3762e-02, 3.1353e-02,\n", - " -3.3743e-02, -3.6532e-03, -4.4338e-02, -5.4284e-02, -1.2272e-02,\n", - " -4.2292e-02, -4.1726e-02, 2.2379e-02, -7.6453e-02, 6.4980e-02,\n", - " -5.3418e-02, -5.6078e-02, -5.8460e-03, -6.6229e-02, -3.0085e-02,\n", - " -4.0553e-02, 2.6263e-02, -7.4665e-02, 6.8832e-02, 8.2867e-02,\n", - " -3.9942e-02, -2.0698e-01, -1.3036e-02, -2.2946e-02, -4.6219e-02,\n", - " 4.8032e-03, 9.3393e-02, -1.6261e-02, -5.1642e-02, -4.6618e-02,\n", - " -3.5134e-02, -1.6012e-02, -1.6761e-02, -5.4778e-02, -2.2342e-02,\n", - " 3.5790e-02, -3.8227e-02, -1.8649e-02, -6.6242e-02, 2.3126e-03,\n", - " -3.9965e-02, -3.7867e-02, 9.0542e-03, -6.2257e-02, 1.3359e-02,\n", - " -2.8074e-02, 1.5215e-02, 5.0341e-02, 1.0392e-02, 2.3788e-02,\n", - " -9.4309e-02, -3.6159e-02, -2.4630e-02, 3.7346e-02, 1.8067e-02,\n", - " -1.0619e-01, -9.7375e-02, -1.1488e-01, -7.6043e-02, -2.0594e-02,\n", - " -9.4342e-02, -5.2809e-03, 3.9558e-02, -1.4925e-02, -1.3752e-01,\n", - " -6.3680e-02, -6.5878e-02, -1.8663e-01, -5.5274e-02, -2.4583e-02,\n", - " -1.0947e-01, -7.7238e-02, 1.7852e-02, -1.1290e-01, -2.1690e-01,\n", - " 2.6890e-02, 6.8976e-03, 8.3894e-03, 7.8486e-01, -4.2197e-02,\n", - " 2.5885e-02, 5.3687e-02, -5.7352e-02, -2.2193e-02, -3.4703e-03,\n", - " -7.0497e-02, -8.3614e-02, -7.7478e-02, 3.4947e-02, -4.3261e-02,\n", - " 5.2866e-02, -9.6653e-02, -1.4863e-01, 7.0687e-02, -2.9605e-02,\n", - " -6.8757e-02, 1.4778e-02, 2.4834e-02, -2.5539e-02, 4.1840e-02,\n", - " -2.2133e-02, -8.3725e-02, -5.0377e-02, -1.1988e-01, 1.7157e-02,\n", - " -4.8240e-02, 1.6290e-02, -6.2791e-03, -1.7365e-02, 1.7870e-02,\n", - " -3.8809e-02, -1.0041e-01, -6.4106e-02, -4.3727e-02, -5.2670e-02,\n", - " -4.0963e-02, -5.5658e-02, 2.5213e-02, 1.0663e-02, 5.8118e-02,\n", - " 6.3089e-02, -4.1025e-02, -9.4629e-02, -4.0666e-02, -1.7103e-02,\n", - " 2.8350e-02, -7.6687e-02, -6.7120e-02, -1.7563e-02, -1.4950e-02,\n", - " -8.7644e-02, -4.9455e-02, -5.4876e-02, -5.1101e-02, -5.8982e-02,\n", - " -2.1392e-02, 9.3289e-03, -9.8018e-02, 2.7512e-02, -4.1245e-02,\n", - " -2.4363e-02, -1.3492e-02, -6.4829e-02, 2.3207e-02, -1.7548e-02,\n", - " -5.3096e-02, -5.7843e-02, 1.9381e-02, 1.1678e-02, -7.4205e-02,\n", - " -4.5949e-02, -3.3700e-01, -3.2609e-02, 3.6610e-02, -6.2244e-02,\n", - " 8.0665e-03, 8.4647e-02, -8.3345e-02, -1.2213e-02, 4.0949e-03,\n", - " -7.7381e-02, -9.8004e-02, -1.2740e-01, -3.0920e-02, -8.3628e-02,\n", - " -4.4295e-02, 6.9366e-02, 4.8936e-02, -7.8387e-02, 1.7642e-02,\n", - " -1.9090e-02, 1.8707e-02, -6.1002e-02, -5.3545e-02, -4.8619e-03,\n", - " 2.3577e-02, -5.6527e-02, -5.7671e-02, -1.3272e-01, 4.7522e-02,\n", - " -1.7893e-03, -6.4383e-02, -7.9390e-02, -2.0788e-02, 3.0355e-02,\n", - " -6.0561e-02, -2.1578e-02, -1.9471e-02, -4.6228e-02, -1.6956e-02,\n", - " 8.4920e-03, 3.8506e-02, -4.6223e-02, 2.9462e-03, 6.3956e-02,\n", - " -7.5629e-02, -5.7529e-02, 5.6776e-02, 6.0674e-02, -9.4913e-02,\n", - " -5.1406e-02, 4.3407e-02, 6.2222e-02, -9.7843e-02, 4.1430e-02,\n", - " -8.1829e-02, 8.1091e-02, -5.8048e-02, 5.9678e-03, 1.2243e-02,\n", - " -4.9292e-02, -7.3640e-02, -1.0125e-01, -1.5630e-02, -1.2466e-02,\n", - " -4.6664e-02, 1.0486e-01, -5.0693e-02, -1.3266e-02, 3.5604e-02,\n", - " -6.4141e-02, -2.3250e-02, -9.7357e-02, 9.3756e-03, -1.0903e-01,\n", - " -8.0942e-02, 2.5921e-02, -8.2526e-03, 5.8003e-02, 1.8726e-03,\n", - " -4.3275e-02, 7.2596e-02, -2.8683e-03, -9.4766e-02, -1.0365e-01,\n", - " 2.3042e-02, -5.3766e-02, -1.1084e-02, -7.2521e-02, -2.9314e-02,\n", - " -5.0043e-02, 1.9264e-02, -2.9034e-02, -4.2537e-02, -6.2312e-03,\n", - " -7.7829e-03, 3.2626e-02, -3.4724e-02, 4.8541e-02, 7.9498e-02,\n", - " -6.7164e-02, -1.0243e-01, -1.0465e-02, -4.4741e-02, 1.7488e-02,\n", - " -3.3911e-02, -9.9470e-02, -7.7054e-02, 4.9930e-02, 3.4940e-03,\n", - " -2.2749e-02, 5.2407e-03, -7.8683e-02, -3.0714e-02, -5.9429e-03,\n", - " -2.1312e-02, -2.7779e-02, -6.5988e-06, -2.2967e-02, -6.2026e-02,\n", - " -2.5264e-02, -6.1298e-02, -3.5501e-02, 2.8999e-02, -3.2531e-02,\n", - " -8.9775e-02, 1.6167e-02, -5.1811e-02, -4.0409e-02, -7.3527e-02,\n", - " 3.0326e-02, -1.7010e-02, -4.7243e-02, -7.2638e-03, -1.0760e-02,\n", - " -1.4436e-01, 2.8342e-02, -4.1953e-02, 1.2528e-01, -7.2778e-02,\n", - " 5.3141e-02, -1.4012e-01, -9.1663e-02, 6.1629e-02, -2.8132e-02,\n", - " -1.8276e-02, -5.4232e-02, 5.0434e-02, -6.2906e-02, -5.7433e-02,\n", - " 3.8484e-02, 1.6940e-02, -1.1133e-02, -4.1589e-02, -1.1445e-01,\n", - " -2.3421e-02, 4.8399e-03, -8.7405e-02, -6.1883e-02, 1.2142e-01,\n", - " -8.8994e-02, -6.7286e-03, 2.4680e-02, -4.4958e-02, 2.9250e-02,\n", - " 1.6069e-01, 7.3294e-02, -7.3249e-02, -1.6951e-01, -7.4949e-02,\n", - " 1.4607e-02, 1.7433e-02, -9.1817e-02, -8.1270e-02, -3.2152e-02,\n", - " 1.2009e-02, -3.2579e-02, -1.1202e-01, -8.5138e-02, -2.7000e-02,\n", - " 2.8664e-03, -1.3132e-02, -6.3981e-03, -7.5168e-02, 4.0724e-02,\n", - " -2.5405e-02, -5.3272e-02, 8.8366e-03, 6.3617e-04, 8.7482e-03,\n", - " 9.9915e-04, -8.3712e-02, -8.8934e-02, -3.5159e-02, 4.7726e-02,\n", - " -4.7192e-02, 9.0511e-03, -5.0460e-02, -9.7207e-02, 8.0749e-03,\n", - " 2.7167e-02, -1.1259e-01, -1.0161e-01, 1.7533e-02, 1.5956e-02,\n", - " 9.5856e-03, -2.3948e-01, -1.6462e-03, -2.7492e-02, -6.3424e-02,\n", - " -2.7188e-02, -3.0362e-02, -9.3089e-02, -7.0510e-02, -7.2834e-02,\n", - " -1.8374e-02, -4.5488e-02, -6.9306e-02, -5.2890e-02, -9.9052e-02,\n", - " -7.6799e-02, -4.5336e-02, -1.6421e-02, -5.0560e-02, -5.4939e-02,\n", - " -6.7741e-02, -7.6198e-02, -9.4252e-02, -8.7450e-02, -8.4054e-02,\n", - " -5.6596e-02, 4.7652e-02, 2.9686e-02, -3.3098e-02, 3.4231e-02,\n", - " -7.7127e-03, 3.5399e-02, -3.2647e-02, -6.4102e-02, 2.5271e-02,\n", - " -7.7020e-02, -4.8714e-02, -8.5500e-02, -4.1487e-02, -2.7622e-02,\n", - " -6.1148e-02, -8.2222e-02, 4.0708e-02, -7.0505e-02, -3.9561e-02,\n", - " -1.2734e-01, -8.4910e-02, -7.4994e-02, -1.5191e-01, -3.7791e-02,\n", - " -7.1780e-02, -5.5077e-02, -6.1531e-02, -1.0719e-01, -1.0700e-01,\n", - " 4.8825e-02, -7.3543e-02, -5.7661e-02, 9.0713e-03, -5.9801e-02,\n", - " 2.8040e-02, -6.7006e-02, -7.0639e-02, 1.6665e-02, -4.1714e-02,\n", - " -4.9103e-02, -1.1484e-01, -8.1878e-02, -7.0280e-02, -2.3094e-03,\n", - " -2.4314e-02, -8.7338e-02, -3.4778e-02, -1.2845e-02, -1.0155e-02,\n", - " -1.0939e-01, -6.7945e-03, -1.0917e-01, 2.7554e-03, -5.0998e-02,\n", - " 1.4166e-02, -1.0410e-01, -8.7967e-02, -5.6295e-02, -7.9147e-02,\n", - " -7.3920e-02, -5.5974e-02, 9.5680e-03, 1.7850e-02, -8.3033e-02,\n", - " -4.0753e-02, -1.4372e-01, -1.0969e-01, -1.2301e-01, -7.0907e-03,\n", - " -5.7548e-02, -5.3379e-02, -1.5343e-01, -2.0594e-02, 6.3256e-02,\n", - " -1.0234e-02, -1.0679e-01, -6.1653e-02, 1.8038e-02, -4.8162e-02,\n", - " 8.7942e-03, -5.6752e-02, -4.6526e-02, -5.9941e-02, -7.0073e-02,\n", - " -4.6122e-02, 3.8905e-02, -4.2929e-02, -3.7022e-02, -2.0935e-02,\n", - " -7.9253e-02, 1.3304e-02, 4.6669e-02, -4.2991e-02, -1.0442e-01,\n", - " -5.5670e-02, -9.2295e-02, -5.8991e-02, -7.8042e-02, -9.1627e-02,\n", - " -4.4641e-02, -2.5716e-02, -3.7712e-02, -7.4661e-02, -2.2881e-02,\n", - " -9.2942e-02, -7.1091e-03, -5.9368e-02, -1.9601e-02, -5.9841e-02,\n", - " 6.1467e-03, -1.6552e-02, -3.0592e-02, -3.2940e-02, -6.2187e-02,\n", - " -2.2366e-02, -3.1442e-03, 4.2404e-02, 1.7224e-02, -7.4473e-02,\n", - " -2.7473e-02, -1.2696e-01, -8.1286e-02, -1.2141e-01, -1.7467e-01,\n", - " -2.8674e-02, -4.1254e-02, -4.9567e-02, -7.5499e-03, -2.3850e-02,\n", - " -3.4653e-02, -1.1692e-02, -1.1076e-02, -1.0762e-02, -5.1491e-02,\n", - " -4.9739e-02, -3.8657e-02, 9.1260e-03, -7.1207e-02, -7.1895e-02,\n", - " -3.4494e-02, 7.3181e-02, -2.1009e-02, -8.5024e-02, 5.7971e-02,\n", - " -5.5912e-03, 5.4125e-02, -1.1318e-01, -3.5949e-02, -4.9000e-02,\n", - " -7.9480e-02, -8.1208e-02, -3.7881e-02, 8.8948e-02, 1.7617e-02,\n", - " -5.3576e-02, -2.5899e-02, -4.8242e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.0344e-03, -4.2398e-03, 3.1175e-01, 4.4946e-02, -1.2608e-02,\n", - " 2.5480e-02, -6.8391e-02, -3.8058e-02, -3.1741e-02, -6.2209e-02,\n", - " -2.3490e-03, -6.3845e-02, -3.5394e-02, 1.4025e-02, -1.1869e-02,\n", - " -9.4683e-02, 2.4896e-01, -3.4695e-02, -2.7428e-02, 2.6161e-01,\n", - " 4.0622e-02, -4.3653e-02, 2.7517e-02, -2.2705e-01, 1.3006e-02,\n", - " 4.1667e-02, 9.2562e-02, -1.0407e-01, -4.6175e-02, 3.2671e-04,\n", - " 1.6902e-01, 2.3472e-02, 4.2491e-02, 1.9409e-02, -2.5730e-04,\n", - " -7.8914e-03, -1.4705e-02, 2.0659e-01, 7.4843e-02, 5.3219e-02,\n", - " 1.2759e-02, -3.7008e-02, 6.3101e-02, 9.3308e-02, 9.0015e-02,\n", - " -4.3902e-02, 5.4204e-02, 5.3135e-02, -2.0297e-02, -6.5129e-02,\n", - " -1.8450e-02, -8.1710e-03, 1.7278e-02, -6.6292e-03, 4.9634e-02,\n", - " 2.2682e-02, 3.6308e-02, -9.9094e-03, -4.1367e-02, -1.8684e-02,\n", - " -2.0197e-02, 2.6502e-02, 2.7454e-02, -2.1583e-02, 2.8888e-02,\n", - " 1.0013e-01, -1.8378e-02, 4.4162e-02, -2.5279e-02, -2.9133e-02,\n", - " 9.0040e-02, -3.3210e-01, -1.9846e-01, 1.8637e-01, -1.8269e-02,\n", - " 2.0858e-02, -2.8511e-02, -1.6319e-01, -2.7427e-02, 2.6843e-02,\n", - " -7.9523e-02, -2.2748e-01, 3.0540e-01, -1.4942e-01, -3.8378e-01,\n", - " 3.9223e-01, 3.3045e-02, 1.2444e-01, 1.9955e-01, -4.9777e-02,\n", - " 1.5046e-01, 5.8878e-01, -8.2963e-02, -1.2482e-01, -2.0092e-01,\n", - " 1.9549e-01, 1.6916e-01, 4.9959e-02, 8.3383e-02, 3.0589e-02,\n", - " -1.0784e-01, 1.0799e-02, -2.3413e-02, -1.5837e-01, -1.9455e-02,\n", - " -2.5843e-02, -3.0026e-01, 1.8816e-01, 3.9168e-01, -8.7419e-02,\n", - " -4.1696e-02, -7.4750e-02, 5.2172e-03, 7.1425e-02, -1.1863e-01,\n", - " -1.2850e-01, 6.4824e-03, -1.0927e-01, 2.9627e-02, -1.1127e-01,\n", - " 1.3391e-01, -1.1815e-02, -2.7633e-01, -4.5154e-02, 1.9896e-01,\n", - " -1.3743e-01, -1.5007e-03, -1.5671e-01, -7.8738e-02, 7.7954e-02,\n", - " 4.9656e-02, 2.7593e-02, -4.2390e-02, -1.0147e-01, -4.4985e-02,\n", - " 1.6496e-01, -1.0116e-01, 1.2560e-01, 2.1155e-02, 4.1841e-02,\n", - " -5.7192e-02, -9.8276e-02, 2.2438e-02, 5.9464e-02, 1.4233e-02,\n", - " 1.1347e-02, 1.2970e-01, 4.6980e-02, 4.7967e-03, 4.4074e-02,\n", - " -5.7739e-02, 1.0185e-01, -4.5350e-02, 9.7524e-02, 1.2640e-01,\n", - " -1.3679e-01, 5.5453e-02, 4.2098e-03, -1.3510e-01, 1.1228e-01,\n", - " -5.4255e-02, 5.4600e-02, 5.0248e-02, 3.4882e-01, -4.9054e-01,\n", - " 6.5692e-02, -3.3791e-02, -3.2085e-02, 2.7396e-03, -9.8883e-02,\n", - " 4.8538e-02, 8.4370e-03, -1.3053e-02, 1.4197e-01, 7.0534e-02,\n", - " 1.0013e-01, -8.0960e-02, 1.7814e-03, 6.9472e-02, -2.1389e-02,\n", - " -1.3512e-01, 1.1077e-01, -5.8823e-01, 1.4026e-01, 2.4027e-01,\n", - " 7.5717e-02, 6.8473e-02, -7.4482e-02, -1.2100e-02, 4.6697e-02,\n", - " 1.4912e-02, -4.3988e-02, 4.3815e-02, 2.0940e-02, 9.4030e-02,\n", - " -3.0010e-02, -8.7634e-03, 1.4360e-01, 8.1180e-02, 8.9012e-03,\n", - " 1.6874e-01, 5.9655e-02, -3.0325e-01, 4.8444e-02, -8.3269e-02,\n", - " 8.9911e-02, -5.3805e-02, 1.0709e-01, 1.8732e-01, -4.7785e-02,\n", - " -3.0181e-01, 9.1231e-02, 9.8767e-03, 5.7252e-02, 9.5286e-02,\n", - " -8.8139e-02, -3.6864e-01, -2.4620e-02, -5.8345e-02, 1.4123e-01,\n", - " -1.3618e-01, -7.7788e-02, 1.6621e-01, -3.7835e-01, 2.2210e-04,\n", - " 1.3798e-01, -4.7446e-02, -2.8504e-01, 4.3919e-02, 3.6351e-01,\n", - " -1.2284e-02, -9.6134e-02, -1.1212e-01, -3.6439e-02, -2.6446e-02,\n", - " 9.5222e-02, 3.6424e-01, 4.1172e-02, -5.4707e-02, 4.6846e-01,\n", - " 4.9444e-02, -1.0523e-01, 5.5135e-02, -6.1802e-02, 1.8004e-02,\n", - " -8.7756e-03, 1.0501e-01, 9.6675e-03, 3.6402e-02, -3.4442e-02,\n", - " -1.8605e-01, 1.0403e-01, 2.7973e-02, -3.9274e-01, 1.0674e-01,\n", - " -4.5559e-02, -7.0942e-02, -1.3168e-02, -1.6868e-02, -6.5392e-02,\n", - " -9.8201e-02, 3.0069e-02, -1.2170e-01, 4.0233e-02, -1.1288e-01,\n", - " -9.5970e-02, 1.4653e-01, 1.2094e-01, -7.8321e-02, -1.1642e-01,\n", - " 3.7445e-02, -3.4396e-03, 1.5231e-01, -4.9365e-02, 9.6343e-02,\n", - " -9.7487e-03, 1.6600e-02, -5.9679e-03, 1.3253e-02, 1.8460e-01,\n", - " -4.3935e-04, -6.6535e-03, 1.3061e-01, -8.2603e-02, 3.1482e-02,\n", - " -1.5052e-01, -7.3269e-02, -7.7630e-02, 2.0032e-01, -6.8113e-02,\n", - " 2.0135e-01, -2.2430e-01, 5.9478e-02, 3.5527e-02, 3.6454e-02,\n", - " 2.0214e-01, -1.0178e-01, -2.8812e-01, 1.6576e-01, 2.1896e-02,\n", - " 1.1515e-01, -1.6162e-02, 1.7575e-01, -8.7371e-02, -1.1279e-01,\n", - " -9.4481e-02, -9.8899e-02, -1.7024e-01, 2.3294e-02, 2.4579e-01,\n", - " -4.1478e-02, -6.6487e-02, -5.8929e-03, -3.8308e-02, 7.3430e-03,\n", - " -3.3915e-03, 9.8579e-02, 1.5846e-02, 1.0142e-01, 7.9906e-02,\n", - " 8.9384e-02, -5.4607e-02, 1.9468e-02, 1.0430e-01, 1.0081e-02,\n", - " 1.6494e-01, 1.5404e-01, 1.0223e-01, -1.5572e-01, -1.1891e-01,\n", - " -1.3138e-02, 1.6603e-01, -1.6359e-01, -8.1754e-02, -6.8001e-02,\n", - " 8.9191e-04, -1.3813e-01, -3.5113e-01, 1.7787e-01, -3.3588e-03,\n", - " 8.2669e-02, -3.9347e-01, 7.6354e-02, -1.0889e-01, 8.4655e-03,\n", - " -3.2117e-01, 1.9080e-02, 2.9764e-02, 1.2912e-01, 1.9105e-02,\n", - " 2.5027e-03, 6.5550e-02, -1.4398e-01, -1.1112e-01, 3.6738e-02,\n", - " 1.6656e-01, 1.8648e-02, 3.6911e-02, 8.4195e-02, -7.6285e-02,\n", - " 2.1986e-02, -3.3302e-02, 4.4615e-02, 2.0029e-02, -2.1552e-01,\n", - " 3.3245e-03, 3.8734e-02, -1.1698e-01, -1.7888e-01, 1.1508e-02,\n", - " 4.7825e-02, -3.9031e-02, -7.0104e-02, 5.7405e-02, 6.8749e-02,\n", - " 1.7032e-01, 1.5311e-01, -1.1846e-01, 1.2634e-01, -1.2135e-01,\n", - " 1.4702e-01, 1.0598e-02, -2.9774e-01, -1.1573e-01, -7.5911e-02,\n", - " 1.0858e-02, -1.7016e-01, -2.2332e-01, -5.8154e-02, 1.5139e-01,\n", - " 6.0103e-02, -1.1360e-01, 1.6723e-01, -1.5786e-01, 1.6405e-01,\n", - " 4.3731e-01, 1.5015e-01, -7.2173e-02, 1.5718e-03, 1.9187e-01,\n", - " -5.2729e-03, -1.4000e-01, 1.0119e-02, 4.0756e-01, -1.3872e-01,\n", - " 2.2864e-01, -1.0831e-01, -3.0396e-01, -7.7677e-04, 1.5330e-01,\n", - " -3.1849e-01, 1.7552e-01, 3.3373e-02, -9.7368e-02, -6.8460e-02,\n", - " -1.0854e-01, -9.5055e-02, -4.2636e-02, -1.1253e-01, -1.1363e-01,\n", - " -5.3558e-02, 3.0383e-02, -1.7323e-01, -9.7021e-02, 5.5293e-02,\n", - " 1.1388e-02, -4.8492e-02, 1.6975e-01, -1.3774e-02, 1.5267e-01,\n", - " -2.7342e-01, 7.9662e-02, 1.2770e-02, 1.3336e-02, 7.3104e-02,\n", - " -6.2959e-02, 5.0767e-02, -8.6548e-01, -7.0580e-02, -3.0544e-02,\n", - " -1.3674e-01, 2.3632e-01, 1.0045e-01, 3.8381e-01, 2.0164e-01,\n", - " 4.0864e-02, 2.9710e-01, 4.0102e-01, -1.4144e-01, 1.7727e-01,\n", - " 1.5227e-01, -3.9067e-02, 1.0758e-01, 2.5882e-01, 7.3742e-02,\n", - " -6.2049e-02, 1.7077e-02, -6.5975e-02, -3.2255e-02, -8.0248e-02,\n", - " -6.4360e-01, 5.6105e-01, -5.6090e-01, -5.0183e-01, 1.0616e-01,\n", - " -1.4017e-02, 1.8946e-01, -5.8728e-02, -4.4175e-02, 6.6227e-02,\n", - " 3.8443e-02, -1.8440e-01, 2.4153e-02, 8.7749e-02, 1.3571e-02,\n", - " 1.5404e-03, -5.6027e-02, -1.5975e-05, 1.0255e-02, 1.3975e-02,\n", - " -9.5107e-02, -1.0358e-01, 5.7704e-02, -7.1368e-02, -6.8008e-02,\n", - " -3.3063e-01, -6.7029e-02, 3.2161e-02, -3.5585e-01, -3.1325e-02,\n", - " -6.7353e-02, 1.5994e-01, 8.3454e-02, 1.0197e-01, 3.1392e-02,\n", - " 1.1721e-01, -8.7491e-02, 4.2475e-03, 7.3003e-02, 5.2234e-02,\n", - " -9.0267e-02, 7.9493e-02, -1.5494e-01, -7.3076e-02, -1.6707e-01,\n", - " -3.6296e-02, -2.3012e-02, -7.8092e-02, 8.5288e-02, -1.3917e-01,\n", - " -5.1840e-02, -8.3003e-02, -3.6234e-02, 7.7590e-02, -5.5768e-02,\n", - " -1.2555e-01, -1.0654e-01, 1.8801e-03, -5.2712e-03, 7.2401e-02,\n", - " 2.9289e-01, -2.8240e-02, -3.9482e-02, 3.8601e-02, 7.7289e-02,\n", - " 8.1472e-03, 4.9984e-02, 7.2541e-02, 2.2949e-03, -9.2159e-03,\n", - " -2.6565e-02, 4.4327e-02, 5.9522e-02, -1.1062e-01, 4.0185e-02,\n", - " -7.0782e-02, -1.0621e-01, 7.5696e-02, 1.0731e-01, 8.5046e-03,\n", - " 3.8030e-02, -4.2956e-01, -1.0965e-01, 2.0751e-02, 1.2945e-01,\n", - " -8.4143e-03, 2.4955e-02, -2.2414e-02, 1.5093e-01, -3.2010e-02,\n", - " -7.3717e-02, 5.3044e-01, 2.4893e-02, -2.8015e-02, -1.2057e-02,\n", - " -1.6126e-01, 2.4790e-02, -3.7458e-02, -1.9971e-02, 1.4656e-02,\n", - " 2.7992e-02, 1.0638e-01, -5.1580e-02, -7.0787e-02, -8.6371e-02,\n", - " -1.6031e-02, -2.7712e-01, 1.6285e-02, 2.9423e-02, 3.3276e-02,\n", - " -1.3331e-01, -2.0365e-01, 8.5726e-04, -3.8286e-02, 5.6032e-02,\n", - " 3.2239e-03, 3.4499e-02, 7.9769e-02, 2.9173e-02, -4.1423e-02,\n", - " -6.4837e-02, -3.1605e-02, 1.7351e-01, -8.3124e-02, 7.1482e-02,\n", - " 1.0630e-02, 3.3023e-02, -3.5187e-02, -7.8747e-02, 1.6848e-03,\n", - " 1.5232e-01, -7.6752e-02, 2.4899e-02, 1.1772e-01, 4.1588e-02,\n", - " 1.8310e-02, 1.1024e-01, 1.3586e-01, 6.1626e-02, 8.5200e-02,\n", - " 1.1159e-01, 5.1641e-02, -1.9650e-01, -5.5627e-03, 5.6112e-02,\n", - " 7.7286e-02, 2.0301e-02, -4.0192e-02, 1.2548e-01, 1.0892e-01,\n", - " -1.6444e-02, -4.9486e-03, -1.6851e-01, -3.0194e-02, 8.3073e-02,\n", - " -1.4664e-02, -1.2764e-01, -1.1076e-01, -2.6214e-03, 7.0356e-02,\n", - " -7.4427e-02, 9.2337e-03, -5.3792e-02, -1.9141e-02, -1.0120e-01,\n", - " 6.5070e-02, -4.1986e-01, 3.8080e-02, -3.9007e-01, -3.1332e-02,\n", - " -1.0761e-01, 2.4426e-03, -6.5739e-02, 4.6789e-02, 1.2566e-01,\n", - " 3.4145e-02, -2.6785e-02, -7.0861e-02, -1.7805e-01, -4.0216e-01,\n", - " -1.9014e-01, 7.2545e-02, 8.6352e-03, 3.3768e-02, 6.7063e-04,\n", - " 7.5670e-02, -5.9985e-02, -2.2839e-01, 1.3394e-02, 1.2529e-01,\n", - " -1.2915e-01, -5.5756e-01, -7.5335e-02, -1.8691e-01, 7.5830e-02,\n", - " -1.3613e-01, 1.4435e-02, 2.0889e-02, 4.4209e-02, -6.8448e-02,\n", - " -3.4690e-02, 1.1550e-01, -8.2318e-02, 5.1498e-02, 1.0258e-01,\n", - " -6.4632e-02, 3.7144e-02, -4.1526e-02, 7.1945e-02, -1.4475e-01,\n", - " -1.5135e-01, 5.5561e-02, -3.9268e-02, 9.6922e-02, -2.1901e-02,\n", - " 1.0892e-01, -9.7063e-03, 2.3056e-01, 5.2512e-01, -1.3067e-01,\n", - " -3.8040e-02, 9.8179e-02, -1.8464e-01, 2.6150e-01, 4.6265e-02,\n", - " -2.1391e-02, 3.2391e-02, 1.1834e-01, 7.6592e-02, -2.3337e-02,\n", - " -1.9048e-01, 2.0586e-02, 9.8368e-02, -1.1368e-01, 1.0379e-01,\n", - " 1.3537e-01, 6.6585e-02, 7.7806e-02, -1.0298e-01, -1.4967e-01,\n", - " 1.8832e-02, -8.4614e-02, 6.9778e-02, 2.9797e-02, -1.6091e-01,\n", - " 1.4318e-01, 4.2088e-02, -5.2853e-02, -9.7460e-02, -7.2033e-02,\n", - " -3.6848e-01, -1.8053e-01, 1.2468e-02, 5.2414e-02, 3.0030e-02,\n", - " -4.8204e-02, -7.6719e-04, -1.3919e-01, 3.3215e-02, -7.2813e-01,\n", - " -4.3775e-02, -1.6035e-01, -7.7160e-02, -6.0377e-02, -1.1416e-01,\n", - " 1.7517e-01, 9.9354e-02, 6.1159e-02, -1.9445e-03, 6.5540e-02,\n", - " -1.0517e-01, 5.5625e-02, 2.0540e-01, -8.7963e-03, 1.3146e-01,\n", - " 3.0042e-03, -3.4741e-02, -8.2757e-02, 1.6051e-01, 9.0587e-02,\n", - " 1.1716e-02, 2.5643e-01, 3.6646e-02, -5.5029e-02, -2.3379e-01,\n", - " 1.3101e-01, 3.8039e-02, 6.9373e-02, -1.1876e-02, -4.6775e-02,\n", - " 8.4284e-02, -1.4987e-01, 6.4543e-02, 7.2321e-02, -6.4469e-03,\n", - " 4.1654e-02, 8.1270e-02, -6.3358e-02, 4.9925e-02, 1.1665e-01,\n", - " 5.8781e-01, -4.6858e-02, -6.6578e-02, 4.3939e-02, 2.5502e-02,\n", - " -2.3163e-01, -2.0889e-02, -4.6545e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.4918e-04, 7.3108e-03, 8.9338e-04, 3.4565e-03, 4.3817e-04,\n", - " 1.1413e-02, -5.7966e-03, 6.7306e-03, -1.6050e-03, -1.8184e-03,\n", - " -6.4490e-04, -3.1762e-03, 1.2246e-02, 5.4879e-03, -3.4071e-03,\n", - " -2.3757e-03, 2.8850e-03, 1.2109e-03, 8.3737e-03, 1.7902e-02,\n", - " -5.0832e-03, 2.1022e-03, 5.7919e-04, -9.4561e-04, -2.0738e-03,\n", - " 3.1138e-03, 2.7713e-03, -1.0545e-02, 3.6913e-03, 2.5069e-03,\n", - " 1.2270e-02, 9.5845e-03, 1.3373e-02, -6.6457e-03, -2.3349e-04,\n", - " -2.8818e-03, -8.0132e-03, -5.5600e-03, -6.5718e-03, 7.2620e-03,\n", - " 8.0642e-04, -6.0015e-03, 4.2181e-03, -3.5354e-03, -1.6275e-03,\n", - " -1.8952e-02, 3.8825e-03, -8.6044e-03, -9.2193e-03, 1.3051e-03,\n", - " 6.1837e-04, -5.0110e-03, 2.4623e-03, -8.5141e-03, -5.9302e-03,\n", - " -2.4153e-03, -2.8804e-03, -2.6578e-03, 6.4015e-03, -2.9972e-03,\n", - " 2.0261e-02, -1.1896e-03, -1.8061e-03, 4.7188e-03, -2.4313e-03,\n", - " -1.3289e-02, -7.8695e-03, -2.0950e-03, 1.0562e-03, 3.7454e-03,\n", - " -3.4437e-03, -3.1649e-03, -3.5778e-03, 1.0837e-02, 5.6020e-03,\n", - " -9.0912e-04, 9.1390e-03, -1.1759e-02, -3.0465e-03, 7.7971e-03,\n", - " 8.1089e-04, -4.1565e-03, 1.0268e-02, -1.0842e-02, -2.7488e-03,\n", - " 7.5052e-03, -2.4581e-03, 7.1046e-03, 1.2977e-02, 3.9228e-03,\n", - " 2.7382e-04, 1.0859e-02, -7.1063e-03, 2.2019e-04, -5.4159e-03,\n", - " 3.2549e-03, 4.5978e-03, 1.5784e-03, -1.1932e-03, 1.5905e-03,\n", - " -5.4685e-03, -3.8178e-03, -1.8860e-03, -1.0937e-02, 2.2421e-03,\n", - " 1.0322e-03, 1.8830e-04, 7.0216e-03, 7.5898e-03, -7.6943e-04,\n", - " -5.4149e-03, -6.1861e-03, -1.7953e-03, -4.4982e-03, -4.3569e-03,\n", - " -9.8715e-03, -1.3267e-03, -2.4207e-03, -1.2565e-03, -3.2346e-03,\n", - " 5.3216e-04, -1.5347e-03, -1.1682e-02, 3.5978e-03, -2.8734e-03,\n", - " -9.2112e-04, -1.4051e-04, -5.9114e-03, 2.3067e-03, -1.7760e-03,\n", - " 1.3740e-02, -2.2920e-03, -5.3139e-03, 1.7442e-03, -2.2013e-04,\n", - " 1.8247e-04, -6.5223e-03, -1.2990e-03, 1.5664e-03, 4.6766e-03,\n", - " -3.0426e-03, -6.7963e-03, 3.6481e-03, 4.8349e-03, 9.1320e-04,\n", - " -3.8821e-03, 4.2438e-03, -4.6553e-03, -7.2286e-05, 3.0769e-03,\n", - " -3.6704e-03, 2.8632e-03, -6.5327e-03, 2.4476e-03, 8.3578e-04,\n", - " -5.9434e-03, 9.6929e-03, 2.8086e-03, -1.2718e-03, 6.4519e-03,\n", - " -1.3682e-03, 1.1788e-04, 1.5637e-03, -5.6339e-03, 3.4574e-03,\n", - " 2.1155e-03, 7.9851e-03, 2.9730e-03, -9.9533e-03, 3.1441e-04,\n", - " 1.1605e-04, 3.3851e-03, 2.4582e-03, 4.6793e-04, -3.4063e-03,\n", - " 2.8836e-03, -2.8818e-03, 5.3415e-03, 3.4589e-03, 2.4875e-03,\n", - " -1.9194e-03, 5.2280e-03, 1.7723e-02, -6.4780e-03, -8.4119e-03,\n", - " -5.8495e-03, 2.7872e-03, -3.6928e-03, 1.7356e-04, 7.2469e-04,\n", - " 8.5622e-04, 7.0768e-03, -2.3993e-03, -2.8609e-03, 6.4361e-03,\n", - " -3.5321e-03, 1.0688e-02, -1.3931e-02, -4.3431e-03, 5.3271e-03,\n", - " 4.1608e-03, -5.5809e-03, -2.9266e-03, -2.7138e-03, -2.3140e-03,\n", - " 5.3362e-03, 2.2017e-03, 8.3701e-03, -2.4022e-03, 2.1644e-03,\n", - " 3.3797e-04, 9.3772e-04, 1.7989e-03, 1.0877e-02, 2.4309e-04,\n", - " 8.7079e-03, 5.2999e-04, -7.4083e-03, -9.5030e-04, 6.2025e-03,\n", - " -1.9052e-03, -3.5361e-03, 2.9955e-03, -2.8269e-03, -7.5344e-04,\n", - " 5.1471e-03, 6.1685e-04, -6.9718e-03, 5.8995e-03, -1.9787e-03,\n", - " 7.9188e-03, 9.5608e-04, -3.7429e-04, -1.5336e-03, 4.4564e-03,\n", - " 7.4729e-03, -4.1349e-03, -4.3301e-03, 5.8151e-03, -9.0070e-03,\n", - " -7.8615e-04, 2.7392e-04, 2.2499e-03, 3.1559e-03, -1.1459e-04,\n", - " 6.6686e-03, -2.2809e-04, 1.5551e-03, 1.6992e-03, -2.6355e-03,\n", - " -6.9842e-03, -1.2241e-02, -1.0955e-03, -3.2607e-03, -5.9150e-03,\n", - " -4.1870e-03, 1.0954e-03, 1.7498e-03, 2.7321e-03, -3.5931e-03,\n", - " 1.0428e-03, -2.3510e-03, -3.5639e-03, -2.8978e-03, 6.2687e-05,\n", - " -4.0252e-03, 3.1193e-03, 3.9882e-03, -4.1711e-03, -4.6878e-03,\n", - " 5.0068e-03, -1.7818e-04, 6.8471e-03, 1.4575e-03, 2.0050e-03,\n", - " -4.6452e-04, -8.6683e-04, -6.2358e-04, -1.6871e-03, 4.7720e-03,\n", - " -1.5566e-03, 3.0688e-03, -7.0494e-03, 2.2742e-03, -2.3163e-03,\n", - " -5.3902e-03, -2.0536e-03, 5.0272e-03, 3.1799e-03, -3.3474e-03,\n", - " 5.9968e-03, 2.1145e-03, 5.3711e-05, 8.0105e-04, -4.2426e-04,\n", - " 1.8244e-03, -3.2870e-03, -1.8649e-03, 1.3636e-03, 3.2253e-03,\n", - " 4.3141e-04, -3.7976e-04, 2.1610e-03, -2.3835e-03, -4.6394e-03,\n", - " 3.3064e-03, -7.9036e-03, -3.5035e-03, -4.9474e-03, 3.1216e-03,\n", - " 3.3607e-03, -4.3824e-03, -5.9530e-03, 2.2944e-03, 1.4173e-03,\n", - " 3.4236e-03, 2.8715e-03, -1.1387e-03, -4.3577e-06, 3.1212e-03,\n", - " -1.0214e-03, 7.7119e-03, -2.4388e-03, -8.4643e-04, 5.8002e-03,\n", - " -4.9330e-03, 1.4826e-03, -5.6803e-03, -7.8866e-03, 1.0752e-02,\n", - " 4.6683e-03, -1.6178e-02, -2.3957e-03, 4.8686e-03, -3.8776e-03,\n", - " -9.7869e-03, 3.5430e-03, 6.5068e-03, 1.1204e-02, -4.6552e-03,\n", - " -7.4095e-04, 2.6303e-03, 4.6366e-03, -4.6258e-04, 1.8167e-03,\n", - " 1.6326e-03, -2.9432e-03, 1.4561e-03, -1.9567e-03, -4.7272e-03,\n", - " -1.0433e-02, 3.0704e-03, -3.7476e-04, -7.9485e-03, -1.4646e-03,\n", - " -4.2301e-03, 9.1243e-03, -1.3515e-03, 4.7023e-03, 3.7017e-03,\n", - " -1.7818e-03, -1.6213e-03, 4.4368e-03, 5.7591e-03, 3.5367e-03,\n", - " -3.2020e-03, -6.7802e-03, -1.2560e-03, -6.8909e-03, 3.2159e-03,\n", - " 9.5240e-04, -4.1206e-03, -2.3234e-03, 3.2060e-03, -8.9150e-03,\n", - " -2.3975e-03, -1.6539e-02, 4.5703e-03, -2.5722e-03, -1.1564e-02,\n", - " 6.3969e-03, 3.8957e-03, 1.2763e-02, -9.5659e-03, -8.1227e-03,\n", - " -3.6659e-03, -1.7373e-03, -2.1858e-03, 8.5074e-03, 5.8840e-03,\n", - " 5.1093e-03, 1.7160e-03, -3.6333e-03, -4.1678e-03, 5.6597e-03,\n", - " 4.1562e-03, -1.0310e-03, -3.6613e-03, 1.3248e-03, 2.4488e-04,\n", - " 6.3399e-03, -3.1526e-03, -2.3676e-03, -3.3011e-03, 1.0620e-03,\n", - " -3.2864e-04, 8.5385e-03, 1.3490e-03, 6.2092e-03, -3.7563e-03,\n", - " 4.8073e-03, -2.5648e-04, 2.0274e-03, 3.2192e-03, 7.0053e-05,\n", - " -6.9342e-03, 6.4980e-03, -1.5511e-03, -2.1642e-03, 3.8743e-03,\n", - " 3.7792e-03, -1.7022e-04, -1.9772e-04, 4.4384e-04, 6.2468e-04,\n", - " -3.9976e-03, -2.0906e-03, -5.8405e-03, 3.1869e-03, 1.0089e-03,\n", - " 5.3545e-03, 2.3478e-04, 3.8451e-04, -5.4979e-03, 3.7035e-04,\n", - " 8.0903e-04, 1.2752e-03, 4.9821e-03, 5.8039e-04, 7.6557e-04,\n", - " 4.2137e-03, 8.2644e-04, -6.1159e-04, -3.8667e-03, -2.3731e-03,\n", - " -3.7357e-03, 4.3528e-03, -2.6918e-03, -9.2400e-03, 8.4052e-03,\n", - " -2.5261e-03, 6.5823e-03, 7.9041e-03, 5.8601e-03, -1.1375e-03,\n", - " 5.9626e-04, 2.7969e-03, 2.7949e-03, -4.6231e-03, -6.7920e-04,\n", - " 2.2721e-03, -4.3206e-03, 8.9645e-04, -3.8515e-03, -6.5710e-03,\n", - " -6.7395e-03, 1.0702e-02, 1.9166e-03, 4.9132e-03, -7.8123e-04,\n", - " -2.1274e-03, -1.0639e-03, 4.5195e-03, 4.7139e-03, -1.8506e-03,\n", - " 2.2017e-04, -6.6797e-05, 5.3389e-03, 1.0412e-03, -5.0666e-03,\n", - " 3.0795e-03, -1.0811e-03, -9.4200e-03, -4.1545e-03, -4.0599e-03,\n", - " -4.1711e-03, -5.4528e-03, -1.3357e-03, -4.8660e-03, -1.1430e-03,\n", - " 5.7146e-05, 1.5178e-03, -2.3728e-03, 1.1525e-03, 7.5650e-04,\n", - " -2.2050e-03, -1.9635e-03, 3.2381e-03, -8.7137e-04, 2.8986e-03,\n", - " 1.3017e-03, 4.2617e-03, 1.1436e-02, 3.8705e-03, -8.1914e-04,\n", - " 5.6777e-04, 6.6554e-03, -6.4115e-04, 7.5617e-03, 9.0819e-04,\n", - " -6.6944e-04, -1.8275e-03, -1.3150e-03, 1.2805e-03, 4.4457e-03,\n", - " -8.5227e-03, 1.9297e-03, -2.6907e-03, 8.4928e-03, -1.2389e-02,\n", - " -2.1362e-02, -1.0639e-03, 1.5713e-03, 7.2098e-03, 8.9136e-03,\n", - " -4.5413e-03, 4.9063e-03, 1.2375e-02, -2.9161e-03, 3.3763e-03,\n", - " 1.3696e-02, -4.6534e-05, -3.5325e-03, 6.4584e-03, 6.2293e-03,\n", - " 2.7066e-03, 1.2995e-02, 5.2812e-04, -1.1623e-02, -1.3187e-03,\n", - " -2.2680e-03, 8.2987e-03, 1.3327e-02, 1.7797e-03, -4.0379e-03,\n", - " 5.0405e-04, 4.9008e-04, -7.2521e-03, 2.2925e-03, -3.6341e-03,\n", - " 1.4732e-02, -1.5627e-02, -1.7132e-03, -6.1571e-03, 3.4271e-03,\n", - " 9.5861e-03, 5.0467e-03, 3.9906e-03, 4.0948e-03, 3.9029e-03,\n", - " 8.3766e-04, 6.0392e-04, 4.3727e-03, -8.1277e-03, -2.2597e-03,\n", - " -6.5855e-03, 7.0217e-03, 1.4989e-03, 9.1802e-03, -6.7665e-03,\n", - " -2.5558e-03, 1.4040e-02, -7.0860e-03, -9.4643e-03, -2.2941e-03,\n", - " 5.3555e-03, -1.2517e-02, 1.2623e-02, -1.0765e-02, 7.4613e-03,\n", - " 1.4261e-02, -1.8695e-03, 2.1640e-03, -7.7325e-03, -4.1778e-03,\n", - " 1.7397e-03, 6.7759e-03, 4.3631e-04, 8.7898e-04, -1.4448e-02,\n", - " 2.8238e-03, 5.0091e-03, -6.2487e-03, -2.6480e-03, -1.8924e-03,\n", - " 5.8709e-03, -2.7559e-03, 4.2126e-03, -5.7611e-03, -1.1424e-03,\n", - " -1.1689e-02, -5.4228e-04, 1.0388e-02, -1.2841e-03, -8.5406e-03,\n", - " 5.6273e-05, -5.9835e-04, 4.3224e-03, -4.8865e-04, -1.3782e-05,\n", - " -3.4043e-03, -6.0373e-03, 9.0440e-03, -3.1494e-03, 4.2092e-03,\n", - " -4.0456e-03, 6.0321e-03, -1.0385e-03, 5.4934e-03, -5.8917e-03,\n", - " 6.4076e-03, -8.1137e-03, 2.1707e-03, 9.3720e-03, 6.5791e-03,\n", - " 1.8906e-03, 1.0833e-02, 5.9272e-03, -4.8388e-03, 2.1705e-03,\n", - " -7.4965e-03, -2.6941e-03, 1.1321e-02, -5.0900e-04, -2.0740e-03,\n", - " 7.8209e-03, -1.1178e-02, 8.6006e-03, 8.6737e-03, 9.0740e-03,\n", - " 8.1959e-03, -2.5722e-03, -5.5919e-03, 2.5845e-03, -1.6941e-03,\n", - " 1.7429e-03, 2.9525e-03, 4.3268e-03, -2.8916e-03, 3.6092e-03,\n", - " 8.8983e-04, 4.0825e-03, 2.2154e-03, 2.0159e-03, -1.0088e-02,\n", - " 3.6435e-03, -1.2750e-03, -1.2216e-03, -5.7467e-03, 4.5439e-04,\n", - " -1.6298e-03, 7.6109e-04, -5.2654e-03, 2.3389e-03, 3.4503e-03,\n", - " 3.8080e-04, -4.5397e-03, 4.8537e-03, -3.6138e-03, 3.4988e-03,\n", - " 6.2734e-03, 6.6489e-03, 3.3622e-03, -2.4337e-03, -4.4619e-03,\n", - " -4.4636e-03, 2.1330e-03, -9.4468e-03, -1.2488e-03, 1.5879e-03,\n", - " 1.3358e-03, 2.8583e-03, -7.7989e-04, -1.1359e-02, 5.9131e-03,\n", - " -5.0654e-04, -6.4916e-03, -9.0991e-03, -2.9801e-03, -5.1659e-03,\n", - " 3.0248e-03, -4.6358e-03, 1.7679e-04, -7.1362e-04, -4.8308e-03,\n", - " -2.1655e-04, -8.4657e-04, -2.9123e-03, 1.9827e-05, -1.4903e-03,\n", - " 1.5857e-03, -2.1722e-03, -1.5358e-03, -1.4887e-03, 1.6541e-03,\n", - " 6.3061e-04, 3.3637e-03, -1.6054e-03, 7.6287e-03, -6.5195e-03,\n", - " 9.8660e-06, 7.0535e-04, 3.3180e-03, -3.1242e-03, -2.3600e-04,\n", - " 4.9816e-05, -8.1237e-04, 5.3279e-03, 1.1684e-03, -2.9989e-03,\n", - " -5.5844e-03, 6.4648e-03, 3.2004e-03, -8.1127e-03, -4.2536e-04,\n", - " -5.5996e-03, -4.8231e-03, -6.2595e-04, -3.5194e-03, -5.6636e-03,\n", - " 9.8256e-04, 5.5694e-04, 4.0087e-03, 7.9766e-03, 3.6963e-03,\n", - " -1.9567e-03, 2.4545e-04, 1.1400e-04, -7.9843e-04, 7.8507e-03,\n", - " 7.2870e-03, 2.6915e-03, 2.4742e-03, 7.2409e-03, -9.0063e-04,\n", - " -3.7270e-03, 1.6768e-03, -3.4147e-03, 1.2459e-03, -3.5426e-03,\n", - " 4.9183e-03, -6.1690e-03, -7.3503e-03, 3.0565e-03, -4.7364e-03,\n", - " 3.7091e-03, 7.3775e-03, -2.1288e-03, -1.1558e-03, -1.5360e-03,\n", - " -3.1511e-03, -1.7183e-03, 8.4660e-04, -6.6942e-03, 3.6269e-03,\n", - " 8.5252e-03, -9.6725e-03, 1.7212e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.8242e-02, 1.6052e-02, 6.7929e-04, -4.5531e-02, 7.6044e-03,\n", - " -1.6786e-02, -1.8755e-02, 4.0754e-03, -2.7576e-03, -6.6498e-03,\n", - " -8.0987e-03, -4.0509e-02, 5.3192e-03, -3.0114e-02, 1.2715e-02,\n", - " -2.7383e-02, -3.2627e-02, 4.0527e-02, -1.6088e-02, 3.1037e-02,\n", - " 7.9172e-03, -1.8019e-02, 6.1722e-03, 1.0265e-02, -6.1335e-02,\n", - " 3.9309e-02, -1.8537e-02, -1.2106e-03, -3.4395e-03, -1.0315e-03,\n", - " -1.9248e-02, 8.8129e-03, -5.7157e-03, -1.3530e-02, -1.3335e-02,\n", - " 7.2111e-03, -3.0187e-02, 1.9822e-02, -3.0316e-02, -4.3199e-02,\n", - " 4.6552e-02, -6.7927e-03, 1.3629e-02, 2.2728e-02, -2.0124e-02,\n", - " 2.3692e-03, 9.4818e-03, -6.7438e-04, 3.3077e-03, -4.8075e-03,\n", - " -2.7165e-02, -8.4480e-03, -3.5768e-03, 6.3171e-03, -2.8506e-02,\n", - " -1.4303e-02, -8.2922e-03, -4.0246e-04, 1.3716e-02, -6.9538e-03,\n", - " 2.0895e-02, -5.8032e-02, 3.9176e-02, -1.2765e-02, -1.7423e-03,\n", - " -4.6534e-03, -5.7562e-02, -9.1416e-03, -1.4435e-02, 2.3388e-03,\n", - " 1.9693e-02, 3.2954e-02, -2.4976e-03, 2.6853e-02, 1.1012e-03,\n", - " -4.5140e-03, -3.0862e-02, 2.2942e-03, -4.9116e-02, 2.6364e-02,\n", - " -4.0455e-02, 5.6404e-02, 3.0333e-03, -2.9508e-02, -1.0105e-02,\n", - " 2.2486e-02, -1.1500e-02, 2.8246e-02, -2.8232e-02, -2.0714e-02,\n", - " 2.4037e-03, 2.3104e-02, 1.8225e-02, 3.5093e-02, 5.4720e-02,\n", - " 1.9456e-02, 3.7648e-02, -7.2115e-03, 2.0134e-03, -7.1575e-03,\n", - " -4.7583e-02, -7.9213e-03, -3.5190e-02, -5.3314e-03, 4.6044e-02,\n", - " 3.6620e-02, 2.7530e-02, -3.3451e-02, 2.2783e-03, -1.4599e-02,\n", - " -9.5381e-03, 1.0059e-02, -1.9624e-02, 1.8877e-02, 2.1637e-02,\n", - " -8.6641e-03, 4.5398e-03, -9.4218e-03, -9.4950e-03, 3.3315e-02,\n", - " 1.3042e-02, 3.0492e-02, -2.7592e-03, 1.9139e-02, 7.1785e-04,\n", - " 3.2160e-02, -7.8755e-03, -2.7422e-02, 5.8798e-03, -5.1139e-02,\n", - " -2.2756e-02, 1.9337e-02, 1.5959e-02, -3.0184e-02, -7.4617e-03,\n", - " -8.0801e-02, 5.4946e-02, 1.4812e-03, 6.7274e-02, 5.2024e-02,\n", - " 1.8119e-02, -2.9523e-03, 3.8502e-02, 1.3709e-03, -7.7799e-02,\n", - " -5.4371e-02, -6.9412e-02, 1.6286e-02, -6.2979e-02, 8.9531e-02,\n", - " 7.0456e-02, -1.0722e-03, 3.2478e-02, 1.4210e-02, -3.2339e-02,\n", - " -1.1903e-02, 4.2116e-02, -1.8344e-01, -2.9305e-02, 9.3860e-02,\n", - " 1.8784e-01, 5.4586e-02, 7.9672e-02, -1.6692e-03, -2.3892e-02,\n", - " 2.1007e-02, -6.2244e-02, 4.3473e-02, 2.2513e-02, 5.3569e-03,\n", - " -9.0577e-02, 2.0346e-02, -3.8865e-02, -2.1226e-02, 8.9533e-02,\n", - " -4.1171e-03, 7.2619e-02, -1.4888e-03, 7.0522e-03, 7.3096e-04,\n", - " -7.1846e-02, -4.2325e-02, 8.8455e-02, -4.3978e-02, -7.2479e-02,\n", - " -5.7627e-02, -2.8681e-03, 1.5371e-02, 3.7421e-02, -3.6268e-02,\n", - " 2.1429e-02, -1.5141e-02, 4.1866e-02, -3.1661e-02, 2.9718e-02,\n", - " -2.5303e-02, -1.2677e-02, -3.7192e-02, 1.3115e-02, -2.8896e-02,\n", - " -3.5556e-02, -3.1369e-02, 4.4883e-02, 2.8941e-02, -4.0662e-02,\n", - " 3.5831e-02, 5.4088e-02, -4.8813e-02, -2.3659e-02, 2.5421e-02,\n", - " -1.6727e-02, 4.8671e-02, -5.5172e-02, 4.5883e-02, -5.0672e-02,\n", - " 2.0574e-03, 1.5467e-02, 5.1631e-02, -3.1609e-02, -4.5804e-02,\n", - " 5.4663e-02, -1.0091e-02, -4.2817e-02, -1.5756e-02, 6.2572e-02,\n", - " 3.3918e-03, 3.0631e-03, 1.5189e-03, 5.5687e-02, 1.2885e-02,\n", - " 3.5555e-03, 5.8069e-02, 1.0536e-01, 7.0028e-02, -2.6095e-03,\n", - " 1.5427e-02, -3.1636e-02, 2.2711e-03, 9.9570e-03, 6.8026e-03,\n", - " 6.8714e-02, -4.5053e-02, 3.2791e-02, -1.5710e-03, 6.5959e-02,\n", - " -7.2704e-03, 2.6699e-02, 6.9497e-03, -8.1057e-02, -4.3035e-02,\n", - " -5.8317e-02, -9.0645e-03, -4.5359e-02, -3.6586e-02, -5.9921e-03,\n", - " -4.1798e-02, 2.2294e-02, -8.3527e-03, 2.6084e-02, -1.2413e-01,\n", - " -6.9360e-02, -6.3062e-02, 3.7366e-02, 2.1548e-02, -1.9469e-01,\n", - " -1.0794e-02, 3.9976e-02, 3.4476e-02, -2.0506e-03, 4.3186e-02,\n", - " 5.6000e-04, -4.6263e-02, -2.3633e-01, 1.2304e-03, 1.3118e-02,\n", - " -1.4241e-02, 4.8328e-04, -2.3900e-02, -6.4434e-02, -2.7740e-03,\n", - " 1.1991e-02, 6.7576e-03, -3.5107e-02, 1.1733e-01, -3.2928e-02,\n", - " -1.5497e-02, -1.3771e-02, 9.0491e-02, 3.6818e-02, 9.0136e-02,\n", - " 7.6004e-02, -6.3378e-03, 1.0249e-02, -3.4298e-02, -1.2169e-02,\n", - " 1.8257e-02, 1.7168e-02, -1.4144e-01, -2.4036e-03, -5.6478e-02,\n", - " -3.8068e-04, -8.3740e-03, -8.4914e-03, -1.5303e-02, 6.0263e-02,\n", - " -4.2278e-02, -8.2476e-03, -7.1081e-03, -5.8119e-02, 2.9850e-02,\n", - " 2.4652e-02, 1.1346e-02, -4.5043e-02, 4.7922e-02, 8.9379e-02,\n", - " 9.7176e-02, 7.5907e-03, -2.5082e-04, 1.5477e-02, -4.3459e-03,\n", - " -3.5785e-02, 5.4299e-03, 2.1206e-02, 2.2086e-02, 4.7614e-03,\n", - " 9.7803e-03, -9.1928e-03, 2.0375e-02, -1.1800e-02, -1.5199e-02,\n", - " 1.1916e-02, -9.0820e-03, 1.7234e-02, 6.5620e-03, -1.4736e-02,\n", - " 4.1396e-03, -2.2952e-03, 8.9079e-03, -1.8973e-02, -1.6352e-02,\n", - " -3.5601e-03, -6.4434e-03, 1.0230e-02, 8.1175e-03, -1.7593e-03,\n", - " 7.1144e-03, 1.7969e-02, -1.8617e-02, 6.3794e-03, 5.7215e-03,\n", - " -2.9146e-03, -4.6185e-03, -2.4618e-02, 3.3373e-03, -2.5684e-03,\n", - " 1.4264e-02, -1.6099e-02, 5.8278e-03, -1.2077e-02, -4.1571e-03,\n", - " -2.4198e-02, 1.2328e-02, 1.8090e-03, -1.2160e-02, 1.1592e-02,\n", - " -3.0703e-02, 1.5594e-02, -1.1509e-02, -3.5502e-04, 4.8585e-03,\n", - " -1.3018e-02, 1.1425e-02, -5.5097e-03, 9.0946e-03, -1.4013e-02,\n", - " -1.0595e-02, 1.4632e-02, -1.4093e-02, 2.1672e-02, -4.5088e-03,\n", - " 1.8495e-02, 3.1153e-03, 2.0836e-02, -3.9461e-03, -7.6958e-03,\n", - " 7.5840e-03, 8.6836e-02, -3.7763e-02, 8.1773e-03, -3.3637e-02,\n", - " 1.3491e-02, 3.2548e-03, 1.6804e-02, 2.0859e-03, 2.4908e-02,\n", - " 2.6568e-02, -2.3366e-02, 5.8944e-02, -5.7090e-03, -2.6653e-02,\n", - " -6.4222e-02, -9.7310e-02, 6.6867e-02, 2.8712e-02, 6.0220e-02,\n", - " -6.7466e-02, 2.7272e-03, -1.8374e-02, 2.4921e-02, 5.3960e-02,\n", - " -1.4786e-02, 1.3181e-02, -1.3798e-02, -9.4834e-02, 2.8755e-02,\n", - " -2.2676e-02, 6.9769e-02, -2.5340e-02, 3.5073e-02, 5.9998e-02,\n", - " -7.6601e-03, 8.5230e-03, 1.6521e-02, -7.7977e-03, -2.3793e-03,\n", - " 4.2345e-03, 6.4632e-02, 4.2309e-02, -9.3236e-03, -2.1994e-02,\n", - " 5.8959e-02, -2.2994e-02, -6.5030e-02, -1.6281e-02, -5.5630e-02,\n", - " -2.5184e-02, -3.6274e-02, 3.7731e-02, 2.6989e-04, 1.2195e-02,\n", - " -4.7274e-03, -3.6781e-03, 1.2043e-02, -8.5248e-02, -3.0538e-02,\n", - " -1.8425e-03, -2.0367e-02, -8.9329e-02, 5.7565e-03, -1.7857e-02,\n", - " -3.1994e-02, -1.3314e-02, 9.7872e-03, -1.0319e-01, 4.3625e-02,\n", - " -2.7035e-02, 1.5709e-02, -8.4835e-02, -7.6175e-02, 1.0201e-02,\n", - " -1.1582e-01, 8.3528e-03, 2.4661e-02, 8.6825e-02, -6.6950e-02,\n", - " -6.2077e-02, 4.7775e-02, -2.3054e-02, -2.1432e-02, 2.0225e-02,\n", - " 3.3961e-02, -1.4114e-02, 2.0991e-02, 2.3415e-02, 8.1193e-02,\n", - " 2.1595e-02, 3.6130e-02, 4.9497e-02, 6.3073e-02, 4.6406e-02,\n", - " 3.0338e-02, -5.9555e-02, -7.8892e-02, -4.5155e-02, -4.8987e-02,\n", - " 4.2705e-02, 1.6774e-03, -3.7062e-03, 8.2535e-03, -1.2161e-02,\n", - " -4.8232e-03, -6.9069e-02, -3.2170e-02, -3.9849e-02, -3.3174e-02,\n", - " 1.4383e-02, 4.4159e-02, 3.1472e-02, 1.7897e-02, -6.9858e-02,\n", - " -7.2760e-02, -6.2478e-02, 3.8139e-02, -1.6961e-01, 2.5614e-02,\n", - " -3.7852e-02, 1.7690e-02, -4.4338e-02, -3.7692e-02, 5.7063e-02,\n", - " -1.1121e-02, 5.4335e-02, -7.4261e-03, 3.8294e-02, -1.5834e-02,\n", - " 8.2612e-03, -1.5319e-02, 1.0531e-02, 8.6753e-03, -1.6326e-02,\n", - " -1.6447e-02, 2.7832e-02, 1.7400e-02, 7.4450e-03, -5.7590e-02,\n", - " -1.0983e-02, -1.2236e-03, -2.2343e-02, -9.4416e-03, -3.0301e-02,\n", - " 2.1371e-02, 2.6331e-02, 4.6064e-03, -1.9960e-02, -5.4417e-02,\n", - " -3.1731e-02, 6.7386e-03, 3.2658e-02, 2.7263e-03, -3.3863e-02,\n", - " 5.5749e-02, -2.6144e-02, -2.3101e-02, 1.6327e-02, -1.1035e-04,\n", - " -2.7000e-02, 9.2004e-04, -1.9686e-02, -6.0714e-02, -3.4407e-02,\n", - " -2.2599e-02, -5.5210e-03, -3.9443e-02, -1.1526e-02, -5.9170e-03,\n", - " 7.8647e-05, 1.6848e-02, -7.4877e-04, -5.9031e-03, -1.2889e-02,\n", - " 4.4914e-03, 1.3828e-03, -2.7997e-04, -3.6936e-02, 2.8271e-02,\n", - " 2.3721e-02, 6.0413e-02, -1.3877e-02, -6.0220e-02, -6.6900e-02,\n", - " 3.0103e-02, -1.3988e-02, -1.8658e-02, 2.2930e-02, 2.4925e-03,\n", - " 4.0404e-03, 3.8067e-02, -1.2581e-02, 1.9485e-02, 3.4213e-02,\n", - " 6.5759e-03, 3.8484e-02, -8.5224e-03, 1.8648e-03, -2.8107e-03,\n", - " -3.6219e-02, -1.6510e-03, 3.6210e-03, -8.2124e-03, -2.5156e-02,\n", - " 6.3127e-02, -4.6170e-02, 2.5156e-02, -7.6700e-02, 2.1102e-02,\n", - " -4.2046e-02, 4.5407e-02, 4.3349e-03, 3.3360e-02, 1.0947e-01,\n", - " -4.9077e-02, -6.1761e-02, -5.7217e-02, -3.5672e-02, -1.0588e-01,\n", - " 3.0359e-02, -2.9462e-02, 4.2258e-02, -9.5997e-03, 4.4010e-02,\n", - " 4.2341e-02, 5.1732e-02, 2.1183e-03, -5.0414e-02, -7.8908e-03,\n", - " -4.4756e-02, -3.7357e-02, 6.2844e-03, -2.0706e-02, -5.1417e-02,\n", - " -8.4017e-02, -5.9557e-02, 7.1229e-02, -1.6240e-02, -3.1476e-02,\n", - " -6.0723e-03, 3.0246e-02, -4.2428e-02, 3.8662e-02, -9.2884e-03,\n", - " -5.2331e-02, -7.3649e-02, 1.4400e-02, -4.5456e-02, -5.6088e-02,\n", - " 6.0201e-02, -2.1013e-02, -6.8885e-03, 7.3421e-02, -1.9092e-02,\n", - " 6.2775e-02, 2.4232e-02, 7.5977e-02, -1.4658e-02, 1.7107e-02,\n", - " -2.4815e-02, 2.4507e-02, -1.6045e-03, -5.7588e-02, 1.2986e-02,\n", - " -9.3580e-02, 7.0040e-03, -3.5518e-02, 3.7118e-02, 1.6048e-02,\n", - " -1.5182e-02, 1.4095e-02, -1.9192e-02, 1.3833e-02, -3.1981e-02,\n", - " 2.6126e-02, 1.2437e-02, 4.6880e-03, -4.8062e-02, 2.6322e-03,\n", - " -3.1447e-02, -2.5055e-02, 2.8027e-02, 2.6365e-02, 4.5242e-02,\n", - " 1.9141e-02, 1.7912e-02, -1.4976e-03, 2.5714e-02, 2.3334e-02,\n", - " 3.5665e-02, 8.6034e-03, -5.3925e-02, -9.6002e-04, -5.5453e-03,\n", - " -6.9494e-03, 7.3938e-03, -1.7202e-03, 5.7534e-03, -1.6194e-02,\n", - " -1.0569e-02, -3.6014e-02, 8.2945e-03, 3.8482e-03, -8.8537e-03,\n", - " -3.7379e-02, 4.5590e-02, 3.8336e-02, 3.0385e-02, -6.4473e-02,\n", - " 2.4093e-02, 5.6504e-03, -3.8695e-02, -9.4051e-03, -1.5880e-02,\n", - " -6.2810e-02, -1.3611e-02, -6.6862e-03, 2.1578e-03, -8.5221e-02,\n", - " -4.8253e-02, 2.2751e-02, 8.9920e-02, -4.9908e-02, -5.9406e-02,\n", - " -3.9813e-03, -1.3122e-02, 7.3981e-02, 2.3309e-02, 3.1407e-02,\n", - " 6.5194e-02, 1.2832e-02, -5.3519e-03, 2.9226e-02, -1.2126e-01,\n", - " -6.4273e-02, 3.5497e-02, -4.5186e-02, 3.5550e-02, -1.4545e-02,\n", - " 7.1125e-02, 5.5555e-02, 1.6181e-02, -2.7729e-02, 1.4682e-02,\n", - " -2.4223e-02, 4.7663e-02, 4.8806e-03, -3.6565e-02, -1.5693e-02,\n", - " -3.3613e-02, 3.1259e-02, -5.5014e-02, -5.7879e-02, -3.5043e-02,\n", - " 3.8435e-02, 7.7283e-03, -1.7196e-02, 9.5265e-02, 5.5821e-02,\n", - " -4.3904e-03, -5.8809e-02, -2.7309e-02, -5.7056e-03, 7.1179e-02,\n", - " 1.1804e-01, 9.7938e-03, 5.9200e-03, 1.9842e-02, -1.1714e-01,\n", - " -4.7543e-02, 2.9086e-02, 3.6706e-02, 1.7245e-02, 3.9913e-02,\n", - " -6.7838e-02, -1.5897e-01, -2.1729e-03, 1.9645e-02, 2.8537e-02,\n", - " 1.2082e-02, 8.7888e-02, -4.4203e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.4977e-03, -5.8318e-02, -5.9408e-02, -3.4219e-02, 2.9659e-02,\n", - " -1.3883e-02, -3.4171e-02, 3.6612e-02, -1.6336e-02, -4.2100e-02,\n", - " 4.3812e-03, 3.4013e-02, 1.0559e-02, 1.0405e-02, 2.8295e-03,\n", - " -5.9294e-02, -2.2357e-02, -2.6027e-02, 2.5000e-02, -3.5858e-02,\n", - " -6.8610e-02, 2.2830e-02, -4.3490e-02, -3.5495e-02, 2.1938e-02,\n", - " 1.3738e-02, -2.6242e-03, -3.4758e-02, 1.7065e-03, -1.9392e-02,\n", - " 3.7463e-02, 1.6382e-02, -1.5214e-02, 3.1857e-02, -2.9454e-02,\n", - " -1.2715e-02, 2.3723e-02, 5.2937e-02, -1.9313e-02, 2.6527e-02,\n", - " -4.8485e-03, 4.2799e-03, 6.2875e-02, -5.2468e-03, 4.9480e-02,\n", - " -5.7368e-04, 1.6800e-02, -1.2654e-02, -4.5439e-03, -1.9767e-02,\n", - " 9.1531e-04, 5.3753e-02, -6.5377e-02, 2.3882e-02, 2.8732e-02,\n", - " 6.9727e-03, -3.6051e-02, 1.6554e-02, -2.5617e-02, 4.2405e-03,\n", - " -8.8878e-03, 4.1141e-02, 4.2842e-02, -1.5728e-02, -1.1575e-02,\n", - " 5.0033e-03, 2.3285e-02, 1.8068e-02, -5.7623e-02, -2.1088e-03,\n", - " -5.8632e-03, -2.3334e-02, -1.6109e-02, 6.7569e-02, -5.4570e-02,\n", - " 7.7367e-02, 4.2741e-02, -5.6250e-02, -6.7747e-02, -3.6841e-02,\n", - " -4.4577e-03, 9.9018e-03, -1.3683e-02, -1.1344e-02, -6.2797e-03,\n", - " 8.3140e-03, 3.3246e-02, -1.7477e-03, 1.7137e-02, 3.8271e-02,\n", - " 2.0271e-02, 3.6950e-03, -1.0749e-01, -2.0247e-02, 1.4863e-02,\n", - " 3.8535e-03, -2.8384e-02, 2.7284e-02, -1.9737e-02, 2.6596e-02,\n", - " -9.0673e-03, -1.6754e-02, -7.8236e-02, 2.6962e-02, 1.9910e-02,\n", - " 8.7516e-02, -1.5301e-02, -3.6692e-02, 7.2781e-02, -1.9724e-02,\n", - " -2.1835e-02, 1.2968e-02, 2.4112e-02, 5.3384e-03, -2.8768e-02,\n", - " -3.9314e-03, 1.6691e-03, -1.2197e-02, -1.9537e-03, -5.3698e-02,\n", - " 2.2311e-02, 7.5372e-02, -2.1453e-02, -5.5742e-02, -7.2418e-02,\n", - " 1.2746e-02, 2.0694e-02, -6.7324e-02, -1.4008e-02, 3.5465e-02,\n", - " 1.7402e-02, -6.8890e-03, -4.0218e-02, -4.7284e-02, -2.3219e-02,\n", - " 1.9387e-02, -4.1004e-02, -6.8705e-02, -1.7860e-02, -8.8890e-03,\n", - " 7.3144e-03, 1.6304e-02, -7.0777e-02, -9.8029e-03, -7.4291e-02,\n", - " 6.2450e-02, 3.9664e-02, 4.1309e-02, 1.8493e-02, -5.1774e-02,\n", - " 4.1458e-02, -6.3092e-03, 4.3661e-04, 2.7126e-02, -9.7068e-03,\n", - " -3.6577e-02, 1.6794e-02, -1.9043e-03, -2.6729e-02, -4.7534e-02,\n", - " -2.6228e-02, -1.8901e-03, 4.4440e-02, 1.6300e-02, -3.6250e-03,\n", - " 9.3093e-03, -4.8351e-02, -3.7928e-02, 3.3558e-02, 2.4422e-02,\n", - " -2.0263e-03, -2.1969e-02, 5.7220e-02, -5.3319e-02, 7.1146e-04,\n", - " 1.1614e-02, -4.2042e-03, -2.8989e-02, 3.9551e-02, 1.4957e-02,\n", - " -2.8238e-02, 4.0258e-03, 2.3899e-02, -3.8192e-02, -2.1216e-02,\n", - " 4.3902e-02, -4.1516e-02, -3.5074e-02, -6.1032e-02, -2.1454e-02,\n", - " 2.7867e-02, 3.5708e-02, -4.0569e-02, 6.9414e-02, -3.7652e-03,\n", - " -3.6858e-02, -2.7415e-02, -1.1231e-01, -4.4435e-02, -1.3023e-02,\n", - " 2.9178e-03, -2.6235e-02, -1.3683e-02, 9.3050e-02, -3.0005e-02,\n", - " 5.2984e-02, 2.6906e-02, -4.7459e-02, 7.2336e-04, 7.6570e-03,\n", - " 4.1943e-03, 6.4172e-02, 1.6723e-02, -7.6660e-02, -2.9655e-02,\n", - " 8.3739e-02, 1.6712e-02, 3.8588e-02, -7.7765e-02, 6.1119e-02,\n", - " 3.6975e-02, -4.2108e-02, -2.2393e-02, 1.9612e-04, -7.5255e-03,\n", - " -9.4829e-02, -4.0857e-02, 2.5547e-02, -1.9075e-02, 4.8036e-03,\n", - " 2.0476e-02, -1.3417e-02, -5.0989e-02, 3.5957e-02, -8.9970e-03,\n", - " -2.1168e-02, -1.4132e-02, -1.8446e-02, -1.3940e-02, 5.5764e-02,\n", - " -3.0442e-02, -5.2701e-02, 4.8942e-02, 2.7745e-02, 3.1433e-02,\n", - " 1.3474e-02, -6.8444e-02, -1.6098e-02, 5.0308e-02, 2.2103e-02,\n", - " -3.0550e-02, -8.9626e-02, -5.5640e-02, -3.9156e-02, -8.5719e-02,\n", - " 9.0315e-02, 1.4067e-02, 1.9041e-02, -2.6861e-02, 9.8570e-03,\n", - " 5.9287e-02, 1.4764e-02, -1.9590e-02, 3.5657e-02, -4.4692e-02,\n", - " 5.9917e-02, -5.7609e-03, -2.1277e-02, -7.5836e-03, -1.6423e-02,\n", - " -5.9634e-02, 2.7493e-02, -3.4212e-03, 6.5106e-03, 1.1648e-02,\n", - " -6.6588e-02, -5.4596e-02, -2.1614e-02, -8.6876e-03, 1.1779e-02,\n", - " 5.8900e-02, -2.7772e-02, -5.1084e-02, 1.2807e-02, 1.8148e-02,\n", - " -1.2581e-03, 4.9012e-03, 2.7019e-02, 4.0737e-02, -3.5817e-02,\n", - " -9.7331e-02, -5.1531e-02, 5.8311e-02, 1.8513e-02, -6.1791e-02,\n", - " -3.7654e-02, 5.5711e-02, -1.5730e-03, -3.8595e-02, -5.8802e-03,\n", - " 1.3054e-03, 1.9540e-02, 9.7104e-03, 3.6344e-03, -1.1842e-01,\n", - " 6.9470e-02, 2.9561e-02, 4.4506e-02, 1.3827e+00, -6.1254e-03,\n", - " 1.8903e-02, -1.2705e-01, 2.0929e-02, -1.8475e-02, -8.7009e-03,\n", - " -3.6293e-02, -3.4297e-02, -7.8291e-02, 5.2299e-02, -1.2686e-01,\n", - " -3.1820e-02, -2.7015e-02, -5.4078e-02, 3.3989e-02, -1.0599e-02,\n", - " -2.3747e-02, -2.2481e-02, 2.9486e-02, -2.0802e-02, -1.6394e-02,\n", - " -2.7769e-03, -9.5469e-02, 1.0151e-02, -2.2749e-02, 8.0723e-02,\n", - " 1.0998e-02, -1.1187e-02, -5.2529e-03, -2.5462e-02, 4.3280e-03,\n", - " -2.6410e-02, -4.5134e-02, -7.7302e-02, 8.8748e-03, -1.7352e-02,\n", - " 2.6831e-02, -4.1717e-02, -2.2053e-02, -4.5912e-02, -2.2090e-02,\n", - " 5.3352e-02, 6.6679e-02, 2.1668e-02, -5.6110e-03, 1.6264e-02,\n", - " 4.0134e-02, -2.5208e-02, -2.0292e-03, 2.7989e-02, -2.1714e-02,\n", - " 8.5610e-03, -6.3146e-03, 1.1719e-02, -2.2693e-02, -2.6770e-02,\n", - " 9.0582e-03, -5.9763e-02, -6.4953e-02, -7.1982e-02, -5.7925e-02,\n", - " 1.0843e-02, 2.1640e-02, -6.0081e-03, 1.2176e-02, -8.2883e-03,\n", - " -4.1679e-03, -2.0008e-02, 1.4581e-02, 2.0119e-02, -1.7570e-02,\n", - " -8.9629e-03, 2.2902e-01, -1.7548e-02, 4.4608e-02, -2.1819e-02,\n", - " 1.5109e-02, 6.2024e-02, -2.3264e-02, 2.3748e-02, 4.8508e-03,\n", - " -1.8340e-02, 7.2884e-03, 6.8203e-03, -4.7253e-02, -4.3405e-02,\n", - " 2.8494e-02, 9.1424e-02, -1.9493e-02, -7.4147e-03, 1.6797e-02,\n", - " 6.0675e-02, 2.1703e-02, -2.1607e-02, -8.8577e-04, 2.4513e-02,\n", - " 3.6168e-02, 2.1683e-03, -1.4711e-03, 2.8878e-02, 2.5071e-03,\n", - " 2.3968e-02, 5.0297e-02, 2.1514e-02, -1.1744e-02, 1.2251e-02,\n", - " 8.0222e-03, 1.1618e-02, 4.1791e-02, 3.9131e-02, 5.2342e-03,\n", - " 5.7284e-03, 6.6655e-02, -2.4819e-02, 1.9986e-02, 2.0971e-02,\n", - " -8.5601e-03, -1.7412e-02, 1.6118e-04, 4.7389e-02, -1.3421e-02,\n", - " 1.6614e-02, -7.7603e-03, 1.1518e-02, -1.1632e-01, -3.8554e-03,\n", - " -5.8983e-04, 1.2986e-02, 4.9433e-02, -3.0986e-02, -2.9143e-02,\n", - " -3.9181e-03, 6.7542e-03, 5.7265e-03, -5.3900e-02, 8.2221e-03,\n", - " 1.0502e-02, -7.9724e-03, -3.9024e-02, 8.7369e-03, -1.7433e-03,\n", - " -4.5514e-03, 4.2395e-02, -1.3199e-02, 3.5523e-02, 1.7207e-02,\n", - " 2.1121e-03, -2.8957e-02, -1.7038e-02, 6.9689e-03, 5.3162e-03,\n", - " -7.4311e-02, 1.4257e-01, 4.7991e-02, -8.8047e-03, 7.0979e-02,\n", - " -4.5534e-02, -1.5979e-02, 1.4195e-02, -1.8684e-02, 3.9049e-02,\n", - " 1.2941e-03, -5.3608e-02, 9.5736e-03, -4.4222e-02, 2.7547e-02,\n", - " 3.7262e-02, -3.7164e-02, -4.0022e-03, 4.1768e-02, -6.5855e-04,\n", - " 2.0611e-02, -2.8046e-02, 2.9338e-02, 1.2302e-02, 1.2190e-02,\n", - " -3.6168e-02, -3.4661e-02, -3.7648e-04, 5.0876e-02, -6.8179e-02,\n", - " 1.5915e-02, -1.2481e-02, -5.3977e-02, 7.1567e-03, 1.9978e-02,\n", - " 3.4705e-02, -5.1394e-02, 2.8594e-02, -2.7983e-02, 6.6367e-03,\n", - " -6.4842e-03, -4.9403e-02, -1.7707e-03, 1.2506e-02, 3.8007e-03,\n", - " -3.0231e-02, -1.9823e-02, 3.4256e-02, 3.9152e-02, -3.2271e-03,\n", - " -8.7465e-02, -3.8993e-02, 6.9314e-02, 1.3873e-02, 3.7864e-02,\n", - " -6.4383e-02, 2.4833e-02, 1.7983e-02, 3.5219e-02, 6.8765e-02,\n", - " -3.9525e-03, -2.4988e-02, 2.8499e-03, 2.8048e-02, 1.3872e-02,\n", - " 3.1749e-02, 3.5032e-02, -7.9839e-04, -4.3832e-02, -6.1387e-02,\n", - " 1.6998e-02, 3.7690e-03, -2.2619e-02, -2.3249e-02, 1.8542e-02,\n", - " 2.3651e-02, -2.2713e-02, -5.1066e-02, -7.9852e-02, 2.2408e-02,\n", - " 1.9867e-02, 4.7989e-02, 2.1447e-02, 4.1822e-02, -3.2858e-03,\n", - " 4.7713e-02, 1.8413e-02, 2.7769e-02, -2.9019e-02, 1.3876e-02,\n", - " 6.8347e-02, 2.2710e-02, 2.0211e-02, -3.6122e-03, 4.6873e-02,\n", - " -4.9087e-03, -5.3342e-03, -1.3915e-02, -5.5734e-02, 1.6969e-02,\n", - " -1.7623e-02, -1.3843e-02, 6.9464e-02, 3.3743e-02, -3.0605e-02,\n", - " 5.0415e-03, -3.9622e-02, 2.6976e-02, -1.9267e-02, 6.2019e-03,\n", - " -4.7338e-02, 2.9120e-02, -4.6713e-02, -3.5303e-03, 5.4761e-02,\n", - " -4.7278e-02, 4.4265e-03, 1.1394e-01, -2.0797e-02, 6.2440e-02,\n", - " -7.7221e-03, 1.3187e-02, -2.5401e-02, 2.1879e-02, 3.1106e-02,\n", - " 2.8054e-02, -6.9965e-02, -3.0380e-02, 5.9142e-02, 2.6377e-02,\n", - " 1.4593e-02, 4.1725e-02, -1.7920e-02, 4.0708e-03, -1.4460e-02,\n", - " 5.8747e-02, -2.9292e-02, 5.0542e-02, 1.6073e-02, -3.5962e-03,\n", - " 2.1294e-02, 2.6950e-02, 7.8962e-02, -3.5703e-02, 1.2973e-02,\n", - " -3.0258e-02, -2.7534e-02, 5.9102e-02, 1.0997e-02, -8.9457e-03,\n", - " -2.2137e-02, 7.7598e-02, 2.2481e-02, 5.9698e-02, 1.5466e-02,\n", - " 9.7872e-03, -1.1067e-02, 1.4848e-02, 3.3246e-02, -1.6807e-02,\n", - " -1.1688e-02, 1.9569e-02, 1.1142e-02, -1.1578e-02, 2.1673e-02,\n", - " -4.1207e-02, -9.2730e-04, -5.9493e-02, -8.1777e-02, 6.0757e-03,\n", - " -7.8417e-02, -1.9901e-02, -1.2336e-02, -2.9706e-02, -1.8111e-02,\n", - " 3.2058e-02, -6.5366e-03, -3.4635e-02, -5.7194e-02, -9.3460e-03,\n", - " -7.7416e-04, -5.8476e-03, 2.1702e-02, -3.5710e-02, 5.5709e-02,\n", - " -1.4590e-03, -1.8078e-02, -2.7635e-03, 5.0525e-02, -1.2686e-02,\n", - " 5.2271e-03, 2.5424e-02, -2.6894e-02, 5.0291e-02, 4.4936e-03,\n", - " 5.4992e-02, -4.5140e-02, -1.8528e-02, -1.0949e-02, 2.1247e-02,\n", - " -2.6536e-02, 1.4855e-02, -5.3185e-02, 1.8587e-02, -3.2241e-02,\n", - " -7.5097e-02, 2.2959e-03, 5.3601e-02, -3.7803e-02, 5.5820e-03,\n", - " -3.5933e-03, -3.2953e-02, 4.3455e-02, -1.6052e-02, 6.0731e-03,\n", - " 6.5781e-02, -4.0856e-02, -1.9919e-02, -4.0779e-04, -3.4148e-03,\n", - " -1.1378e-02, 1.4584e-02, -4.0753e-02, 3.6884e-02, 2.5931e-02,\n", - " 1.6278e-02, 1.0862e-02, -3.6356e-02, 3.9345e-02, 2.7920e-02,\n", - " 1.6333e-02, 3.7971e-03, 3.5520e-02, 1.9237e-02, -2.2903e-02,\n", - " 1.7629e-02, -8.8786e-03, -3.7488e-02, 5.9462e-02, 4.1188e-02,\n", - " -7.0471e-03, -2.4239e-02, 7.1802e-02, -4.4435e-02, -1.4376e-02,\n", - " 1.0387e-02, 4.7469e-02, -1.0805e-02, 6.3748e-03, 1.4646e-02,\n", - " 4.2062e-02, 2.8122e-02, -2.3853e-02, 1.0682e-01, 3.9066e-02,\n", - " -3.2139e-02, -2.5223e-02, -1.5171e-02, -3.8038e-04, -8.7976e-03,\n", - " -1.2307e-02, -8.1391e-02, -3.8652e-02, 3.1205e-02, -3.7772e-02,\n", - " 4.7275e-02, 2.8432e-02, -3.1991e-02, 3.3585e-02, 3.4922e-02,\n", - " 7.6466e-05, -1.5907e-02, 2.2606e-03, -4.1701e-02, 1.6524e-02,\n", - " 2.9177e-02, -1.5534e-02, -3.1418e-02, 2.1896e-02, 2.6383e-02,\n", - " -2.6616e-03, -5.5641e-02, 5.5132e-03, 4.8515e-02, -2.0699e-02,\n", - " -4.8632e-02, -1.2423e-02, -2.6394e-02, 2.8775e-02, -4.2829e-02,\n", - " -2.0257e-02, 8.3192e-04, 4.5793e-02, -3.6889e-02, 1.2170e-02,\n", - " 8.9789e-03, 9.9276e-03, -5.8261e-03, 3.7888e-02, -8.6526e-03,\n", - " -5.9322e-03, -3.5998e-03, -5.3857e-03, -1.5980e-02, 9.9417e-02,\n", - " -9.0067e-02, -4.6854e-02, -3.7905e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8742, 0.8706, 0.7915, 0.7595, 0.9224, 0.8445, 0.8532, 0.8569, 0.8421,\n", - " 0.8229, 0.7422, 0.6822, 0.7783, 0.7567, 0.8391, 0.8450, 0.7797, 0.7830,\n", - " 0.9127, 0.8371, 0.8571, 0.7927, 0.8307, 0.8820, 0.7855, 0.8957, 0.7591,\n", - " 0.8718, 0.7878, 0.8350, 0.8610, 0.7771, 0.8634, 0.8458, 0.8442, 0.8601,\n", - " 0.8424, 0.8067, 0.8565, 0.8412, 0.8503, 0.8805, 0.8780, 0.8435, 0.7906,\n", - " 0.7628, 0.9501, 0.8636, 0.8851, 0.8454, 0.8912, 0.8351, 0.9049, 0.7563,\n", - " 0.8250, 0.7826, 0.8182, 0.7070, 0.8028, 0.7404, 0.8376, 0.7333, 0.7212,\n", - " 0.7898, 0.8234, 0.8341, 0.8192, 0.8594, 0.8030, 0.8848, 0.8729, 0.8908,\n", - " 0.8324, 0.7495, 0.8646, 0.7457, 0.8090, 0.7369, 0.7608, 0.8042, 0.8352,\n", - " 0.8813, 0.9096, 0.8153, 0.6590, 0.7578, 0.8149, 0.8025, 0.8442, 0.8797,\n", - " 0.8204, 0.8248, 0.8654, 0.7549, 0.7939, 0.7806, 0.7259, 0.7672, 0.8263,\n", - " 0.8593, 0.9033, 0.8954, 0.8615, 0.7968, 0.7549, 0.6647, 0.7691, 0.8833,\n", - " 0.8285, 0.7983, 0.8311, 0.7893, 0.7821, 0.8382, 0.8391, 0.7853, 0.7990,\n", - " 0.8612, 0.8488, 0.8005, 0.8187, 0.7255, 0.7692, 0.7733, 0.7095, 0.7993,\n", - " 0.8277, 0.7521, 0.8435, 0.7821, 0.8648, 0.7955, 0.6887, 0.8512, 0.8251,\n", - " 0.8696, 0.8123, 0.7644, 0.8271, 0.6795, 0.8820, 0.8848, 0.8754, 0.9218,\n", - " 0.7805, 0.7063, 0.8623, 0.8005, 0.8548, 0.8355, 0.7796, 0.8098, 0.7208,\n", - " 0.8715, 0.8474, 0.7715, 0.8335, 0.7731, 0.8838, 0.6790, 0.8499, 0.8608,\n", - " 0.7732, 0.9097, 0.7869, 0.8834, 0.8442, 0.7643, 0.7676, 0.8513, 0.8392,\n", - " 0.8126, 0.7639, 0.8652, 0.8967, 0.7696, 0.7491, 0.8106, 0.7832, 0.8119,\n", - " 0.7602, 0.8817, 0.8108, 0.8725, 0.8759, 0.8410, 0.9012, 0.8330, 0.8760,\n", - " 0.8228, 0.8419, 0.9283, 0.8720, 0.7790, 0.8465, 0.8660, 0.8480, 0.8047,\n", - " 0.8156, 0.7114, 0.8452, 0.8114, 0.7014, 0.7856, 0.7785, 0.8279, 0.8170,\n", - " 0.7640, 0.8470, 0.7927, 0.7429, 0.8660, 0.8057, 0.8439, 0.8074, 0.6624,\n", - " 0.7288, 0.9173, 0.7916, 0.7921, 0.8555, 0.8610, 0.8390, 0.7464, 0.8252,\n", - " 0.6929, 0.7881, 0.7619, 0.8433, 0.8920, 0.8172, 0.8403, 0.8299, 0.8530,\n", - " 0.8228, 0.8199, 0.7983, 0.7594, 0.8543, 0.7667, 0.7394, 0.8494, 0.8489,\n", - " 0.7709, 0.7868, 0.6926, 0.7687, 0.7939, 0.7712, 0.7460, 0.7924, 0.9201,\n", - " 0.8243, 0.8110, 0.8769, 0.8132, 0.7753, 0.7926, 0.7558, 0.7842, 0.8867,\n", - " 0.7854, 0.8586, 0.8022, 0.7588, 0.8059, 0.8177, 0.8049, 0.7878, 0.8598,\n", - " 0.8082, 0.8269, 0.8307, 0.7816, 0.8612, 0.8523, 0.6922, 0.8105, 0.7777,\n", - " 0.8507, 0.7672, 0.8822, 0.8740, 0.7007, 0.8394, 0.7765, 0.8771, 0.8935,\n", - " 0.7880, 0.8643, 0.7821, 0.7464, 0.8781, 0.8316, 0.8422, 0.7411, 0.7462,\n", - " 0.8319, 0.8680, 0.8409, 0.9301, 0.8380, 0.8515, 0.8370, 0.9871, 0.8251,\n", - " 0.7899, 0.8813, 0.9003, 0.8455, 0.7966, 0.6880, 0.8204, 0.8119, 0.8549,\n", - " 0.7846, 0.8735, 0.8426, 0.8237, 0.6502, 0.8312, 0.8120, 0.7962, 0.8729,\n", - " 0.8504, 0.8479, 0.7438, 0.8267, 0.8497, 0.8218, 0.7572, 0.6613, 0.8101,\n", - " 0.9096, 0.9058, 0.8072, 0.7877, 0.8749, 0.8686, 0.8128, 0.7603, 0.9434,\n", - " 0.7391, 0.8317, 0.7337, 0.7035, 0.8579, 0.8406, 0.8283, 0.9067, 0.8295,\n", - " 0.8537, 0.8595, 0.6476, 0.8600, 0.8353, 0.7895, 0.7721, 0.8004, 0.8137,\n", - " 0.8573, 0.7628, 0.7840, 0.7888, 0.8355, 0.8721, 0.7735, 0.8153, 0.8347,\n", - " 0.7596, 0.8336, 0.8168, 0.8737, 0.8318, 0.8871, 0.8848, 0.8656, 0.7969,\n", - " 0.7990, 0.9082, 0.8330, 3.3634, 0.8581, 0.8947, 0.8201, 0.8336, 0.8389,\n", - " 0.8876, 0.8424, 0.8254, 0.7774, 0.8138, 0.8262, 0.7721, 0.8589, 0.8759,\n", - " 0.8408, 0.7871, 0.8417, 0.8640, 0.7772, 0.7035, 0.7515, 0.8229, 0.7483,\n", - " 0.7748, 0.8444, 0.7969, 0.8564, 0.8676, 0.8175, 0.8222, 0.8948, 0.8486,\n", - " 0.7743, 0.7809, 0.8099, 0.8058, 0.8270, 0.7409, 0.8143, 0.7306, 0.8507,\n", - " 0.7844, 0.8089, 0.8119, 0.8071, 0.8077, 0.8396, 0.7949, 0.8203, 0.7958,\n", - " 0.8204, 0.7811, 0.8558, 0.9097, 0.8101, 0.7816, 0.8528, 0.8314, 0.8014,\n", - " 0.8585, 0.8005, 0.6590, 0.8192, 0.8719, 0.9241, 0.7866, 0.8415, 0.7909,\n", - " 0.8366, 0.8686, 0.8967, 0.8153, 0.9138, 0.8828, 0.7999, 0.8375, 0.7892,\n", - " 0.8604, 0.8115, 0.7749, 0.8478, 0.8762, 0.8683, 0.7459, 0.7498, 0.8132,\n", - " 0.7425, 0.7776, 0.9298, 0.7249, 0.8224, 0.8406, 0.7667, 0.8309, 0.7886,\n", - " 0.8780, 0.8305, 0.8109, 0.8382, 0.8353, 0.7046, 0.8225, 0.7973, 0.8246,\n", - " 0.8343, 0.8352, 0.7639, 0.8442, 0.8686, 0.8338, 0.8009, 0.9060, 0.8574,\n", - " 0.7957, 0.7103, 0.7729, 0.8840, 0.8009, 0.7703, 0.8694, 0.7686, 0.8222,\n", - " 0.7798, 0.8688, 0.7718, 0.8135, 0.8574, 0.8361, 0.7410, 0.7653, 0.7890,\n", - " 0.7976, 0.8331, 0.8829, 0.8479, 0.6464, 0.8896, 0.7900, 0.8774, 0.7634,\n", - " 0.8850, 0.7892, 0.8215, 0.8134, 0.7795, 0.8353, 0.8394, 0.7434, 0.8147,\n", - " 0.7849, 0.8778, 0.8216, 0.8699, 0.7895, 0.8332, 0.7969, 0.7647, 0.9407,\n", - " 0.8012, 0.7328, 0.8521, 0.7999, 0.8750, 0.8686, 0.8167, 0.7896, 0.8458,\n", - " 0.8165, 0.8841, 0.7564, 0.8430, 0.8745, 0.8657, 0.8414, 0.8202, 0.7863,\n", - " 0.8679, 0.8429, 0.8433, 0.8058, 0.8027, 0.8861, 0.8141, 0.8327, 0.7534,\n", - " 0.8534, 0.8196, 0.8460, 0.7719, 0.8254, 0.8328, 0.7174, 0.8005, 0.8272,\n", - " 0.8237, 0.7130, 0.8870, 0.8702, 0.8095, 0.8647, 0.8607, 0.7713, 0.8326,\n", - " 0.8113, 0.9605, 0.8666, 0.7768, 0.8452, 0.8857, 0.8291, 0.8966, 0.7931,\n", - " 0.7571, 0.8018, 0.8181, 0.8325, 0.8596, 0.8266, 0.7767, 0.8910, 0.8854,\n", - " 0.7922, 0.8448, 0.7875, 0.9236, 0.7562, 0.8417, 0.8180, 0.8185, 0.7692,\n", - " 0.8637, 0.7508, 0.6709, 0.7953, 0.7818, 0.8895, 0.8453, 0.7848, 0.7871,\n", - " 0.8054, 0.8817, 0.8508, 0.8341, 0.8214, 0.8471, 0.8060, 0.7931, 0.8855,\n", - " 0.7967, 0.7501, 0.7977, 0.8524, 0.8393, 0.7816, 0.8424, 0.8449, 0.7513,\n", - " 0.8308, 0.8503, 0.7837, 0.8207, 0.7546, 0.8841, 0.8259, 0.8116, 0.8446,\n", - " 0.7752, 0.8112, 0.9094, 0.8270, 0.8270, 0.7956, 0.6856, 0.7839, 0.7819,\n", - " 0.8362, 0.8408, 0.8019, 0.8705, 0.9095, 0.8903, 0.8952, 0.8285, 0.7812,\n", - " 0.8781, 0.8224, 0.8101, 0.8002, 0.6754, 0.8520, 0.8435, 0.7775, 0.8491,\n", - " 0.8365, 0.8525, 0.8197, 0.8797, 0.8596, 0.8809, 0.9051, 0.8205, 0.8153,\n", - " 0.8701, 0.8441, 0.7449, 0.8517, 0.8928, 0.8239, 0.8124, 0.8054, 0.8222,\n", - " 0.8844, 0.8406, 0.8479, 0.8032, 0.7365, 0.7840, 0.6837, 0.9191, 0.8627,\n", - " 0.7827, 0.7864, 0.8427, 0.7638, 0.7736, 0.7977, 0.8816, 0.8444, 0.7238,\n", - " 0.8052, 0.8148, 0.8003, 0.7758, 0.8781, 0.8220, 0.8125, 0.8694, 0.7638,\n", - " 0.6692, 0.8202, 0.8858, 0.8224, 0.8404, 0.8863, 0.8180, 0.8190, 0.8127,\n", - " 0.8383, 0.8318, 0.8400, 0.8538, 0.9363, 0.8061, 0.7673, 0.8749, 0.8193,\n", - " 0.8827, 0.7328, 0.8170, 0.8441, 0.8664, 0.8283, 0.7531, 0.8355, 0.7835,\n", - " 0.8076, 0.8409, 0.8717, 0.8975, 0.8484, 0.7663, 0.8446, 0.8345, 0.7717,\n", - " 0.7996, 0.8722, 0.8174, 0.6842, 0.8522, 0.8086, 0.7876, 0.8423, 0.8231,\n", - " 0.7645, 0.7922, 0.8778], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.8268e-02, 4.4276e-02, 5.6783e-02, -4.7591e-02, 1.6136e-01,\n", - " -2.6716e-02, 1.7337e-01, 9.8786e-02, -1.6353e-02, -9.7341e-02,\n", - " 4.8042e-02, 7.7096e-02, -1.6100e-01, 2.1559e-02, 1.0660e-03,\n", - " 2.9267e-01, 1.5741e-01, 1.1006e-01, -8.4956e-02, 1.6614e-02,\n", - " 1.8766e-01, -1.2081e-01, 6.8637e-03, 2.7939e-01, 1.1396e-01,\n", - " 1.0982e-01, -5.4954e-03, -5.1910e-02, -2.8676e-01, 1.2391e-01,\n", - " -4.1713e-02, -5.9358e-02, 1.8512e-01, -3.6515e-02, 2.4761e-02,\n", - " 8.1520e-02, -1.7233e-01, -8.6288e-02, -3.6852e-02, -1.3840e-01,\n", - " -1.4638e-01, -1.5844e-01, -1.2759e-01, 1.5428e-01, -2.4942e-02,\n", - " -1.5789e-01, 3.5075e-02, 7.0320e-02, -1.0181e-01, -9.3846e-02,\n", - " -6.0247e-02, -1.0749e-01, 2.5149e-01, -1.5908e-01, 1.3973e-01,\n", - " 1.4689e-01, 7.5141e-02, -2.6053e-01, -4.2137e-02, -1.3690e-01,\n", - " 7.5296e-02, 7.8063e-02, -4.5173e-02, 4.6669e-02, -8.9273e-02,\n", - " 7.6568e-02, -8.2824e-02, 3.6501e-02, -5.6920e-03, -1.7847e-01,\n", - " -6.3578e-02, 7.4202e-02, -5.4559e-02, -1.9573e-01, 8.4951e-02,\n", - " -3.1908e-02, -1.0666e-01, 6.8259e-02, 9.3664e-02, 9.7941e-02,\n", - " 4.3357e-02, -3.5638e-02, 1.1909e-01, 2.0871e-01, 2.3439e-03,\n", - " -1.6842e-01, 1.1458e-01, -1.0271e-01, -2.0387e-01, -1.0699e-02,\n", - " -1.9424e-01, -2.3220e-01, 3.7621e-01, -4.3973e-02, 1.0098e-01,\n", - " -8.4324e-02, 1.0339e-01, 7.9633e-02, 1.1059e-02, -6.3272e-02,\n", - " -5.1921e-02, -6.1275e-02, 1.7479e-01, -6.7259e-02, -5.0341e-02,\n", - " -1.0619e-03, -2.0729e-02, -1.3634e-01, -1.9683e-01, -3.2036e-02,\n", - " -1.3236e-01, -5.7521e-02, -3.4630e-01, -6.4637e-02, 3.6494e-02,\n", - " 1.7505e-02, -2.6015e-02, -1.2163e-02, -8.1621e-02, -9.3776e-03,\n", - " -6.5891e-02, -8.7841e-02, 1.0725e-02, 1.2659e-01, 1.2424e-01,\n", - " -2.2254e-01, -1.6078e-02, 1.9209e-01, -1.3527e-01, -5.6404e-02,\n", - " -6.6353e-02, -5.4212e-02, -1.0381e-01, 3.4605e-02, -3.0050e-01,\n", - " -4.5255e-02, 8.9341e-02, 1.1804e-01, 9.5022e-03, -1.0324e-01,\n", - " -3.0620e-02, 1.3307e-02, 1.3261e-02, 9.4517e-02, 1.2996e-01,\n", - " -1.7492e-01, -5.9026e-02, -2.6309e-02, -1.7795e-01, 2.0803e-01,\n", - " -1.5328e-01, 1.7577e-01, -1.2653e-01, -3.9010e-02, -3.5661e-02,\n", - " 3.3999e-02, 2.5544e-02, -1.6806e-02, 8.2910e-02, -9.1002e-02,\n", - " -1.5496e-02, -1.5013e-01, -4.5431e-02, -1.2167e-01, -2.3623e-02,\n", - " 5.2435e-02, 2.1404e-01, 6.9965e-02, -2.8291e-01, -1.4104e-01,\n", - " -9.4718e-02, -8.2851e-02, -1.1222e-01, 4.4198e-02, -7.8396e-02,\n", - " 3.3971e-01, 1.8752e-02, -4.4763e-02, 9.4552e-02, -1.0529e-01,\n", - " -7.5466e-02, 3.6245e-02, -1.1586e-01, 2.9750e-03, 6.8061e-02,\n", - " -1.5763e-01, 3.4784e-02, 1.2822e-01, 3.6380e-02, -9.1957e-02,\n", - " -1.2504e-01, -2.4507e-01, 2.5012e-01, -1.6512e-01, 1.2243e-01,\n", - " 1.1731e-02, 6.0062e-03, 3.2122e-01, 4.8764e-02, 2.6239e-02,\n", - " -1.5216e-01, -3.0201e-02, 8.7813e-02, -2.5850e-01, -8.8874e-02,\n", - " -5.3887e-02, 1.0036e-02, -5.7196e-02, 1.3768e-01, 9.6501e-02,\n", - " -1.6174e-01, -1.2477e-01, 1.1353e-02, 2.7988e-01, -1.0664e-01,\n", - " -1.8549e-01, -2.0121e-01, -1.5777e-01, 4.3846e-01, -2.8523e-01,\n", - " 9.3301e-02, 2.0301e-01, -9.2839e-02, 3.9086e-02, -1.2385e-01,\n", - " 2.4979e-01, 2.3708e-02, -1.5108e-01, 8.3141e-02, -3.5331e-03,\n", - " -1.7984e-01, 1.9994e-03, 2.6601e-01, -1.4723e-01, -4.1575e-02,\n", - " 1.3083e-01, -8.3399e-02, 8.3065e-03, 7.0052e-02, -2.5480e-01,\n", - " 6.9214e-02, 8.1520e-02, -2.0864e-01, 2.0148e-01, 2.5747e-02,\n", - " -7.8647e-02, -1.0126e-02, -1.3787e-02, -1.5976e-01, -8.8022e-02,\n", - " -1.3740e-01, 3.4907e-01, 6.0001e-02, -1.2469e-02, 1.3836e-01,\n", - " -1.3186e-01, -1.7634e-01, -9.6318e-02, 3.3908e-02, 3.0317e-02,\n", - " 2.4922e-02, -4.9435e-02, -6.0610e-02, -5.5831e-02, -1.4417e-02,\n", - " -3.5476e-01, -1.3866e-03, -5.5342e-02, -7.4446e-02, -1.1136e-01,\n", - " -3.7768e-02, 4.0438e-02, -1.4194e-01, 1.3208e-01, 3.3465e-02,\n", - " -6.6132e-02, 1.4698e-02, -1.5118e-02, -6.6952e-02, -1.4034e-01,\n", - " 5.3979e-02, 1.2093e-01, -1.2158e-01, -4.5033e-02, -1.3276e-01,\n", - " 4.0652e-02, 1.1958e-01, -7.1177e-02, -2.3218e-01, 1.8437e-02,\n", - " -4.1149e-02, -6.6646e-03, -1.2588e-01, -8.9321e-02, 1.6280e-01,\n", - " 6.0108e-03, 7.9002e-02, 1.4609e-01, 2.2289e-01, -1.2587e-01,\n", - " -1.0448e-01, 1.1856e-01, -7.2612e-02, -2.2706e-02, 3.1659e-01,\n", - " -1.5246e-01, -6.7406e-02, -8.6253e-02, -5.6389e-01, -1.5100e-01,\n", - " -5.1388e-02, -9.4064e-02, 1.1220e-01, 1.0446e-01, -1.6443e-02,\n", - " 4.5157e-02, -8.3340e-02, -4.9264e-02, -1.4150e-01, 7.8216e-02,\n", - " -1.9172e-01, 8.6144e-02, 1.3987e-01, -3.2545e-01, -8.4355e-02,\n", - " -1.0346e-01, 3.4998e-02, 1.4397e-02, -9.1520e-02, -1.2840e-01,\n", - " 9.2272e-02, -6.9746e-02, -5.2818e-02, 1.9239e-01, -1.9417e-01,\n", - " -2.1014e-03, -1.4803e-01, -9.9406e-02, -5.3005e-02, -2.2686e-01,\n", - " 1.2517e-01, 2.6623e-02, 1.3905e-01, 8.6167e-02, -4.1232e-02,\n", - " -2.8962e-01, 3.2187e-02, -2.6401e-01, 1.3374e-03, -2.3567e-01,\n", - " -1.8503e-01, -2.2663e-01, 2.7782e-04, 8.6231e-03, -3.9813e-02,\n", - " -1.4127e-01, -3.8811e-02, 8.9442e-02, -2.9726e-02, 1.2284e-01,\n", - " -2.4176e-02, -4.1873e-02, 3.8731e-02, 1.1997e-02, 1.1626e-01,\n", - " -7.5114e-03, -1.1712e-01, 1.6217e-01, -1.1859e-01, -4.4971e-02,\n", - " -8.9147e-02, -1.1365e-01, -4.2771e-02, -2.0340e-01, -2.7154e-01,\n", - " -5.7725e-02, 4.4303e-02, -1.5249e-01, -2.4284e-01, 5.7491e-03,\n", - " -5.5762e-02, -2.0484e+00, -6.0178e-02, -1.7351e-01, 5.5744e-02,\n", - " -9.7892e-02, -2.3720e-01, 9.6660e-03, -4.3097e-02, -1.6294e-01,\n", - " 2.3769e-02, 3.0890e-02, 2.5946e-02, -7.0973e-02, -1.2905e-02,\n", - " -1.3035e-01, -2.7947e-01, -1.3301e-01, 3.0920e-02, -1.9128e-01,\n", - " -1.2652e-01, -1.0617e-01, 6.7705e-02, -9.6890e-02, -2.5993e-01,\n", - " -2.1838e-01, -1.9038e-02, -1.5787e-01, 1.3233e-01, -1.0564e-01,\n", - " -1.1181e-01, -1.7376e-01, -1.0348e-02, 1.6123e-02, -9.7438e-02,\n", - " 1.7677e-01, -1.0880e-01, -1.8208e-01, 2.6175e-02, -5.0911e-02,\n", - " -8.0408e-02, -3.5280e-01, -1.6439e-03, -1.1595e-01, -1.0296e-01,\n", - " 5.9526e-02, -3.0105e-02, -2.3980e-01, -1.9466e-01, 5.1443e-02,\n", - " -1.3634e-02, -2.0180e-01, -1.4303e-01, 2.4293e-01, -1.4119e-01,\n", - " 6.6241e-02, -2.5119e-02, -2.2634e-01, 4.9455e-02, -3.5843e-02,\n", - " 9.3880e-02, -2.9561e-02, 2.1177e-02, 8.8282e-02, -3.4878e-02,\n", - " -1.0529e-01, -8.5900e-02, 5.5853e-02, -6.7429e-02, -2.4318e-01,\n", - " -7.0433e-02, -5.6187e-02, -1.7537e-02, -9.2450e-02, 5.5404e-02,\n", - " 1.1693e-01, 2.1411e-03, 1.0852e-01, -1.6258e-01, -8.9486e-02,\n", - " 3.3185e-02, -3.9967e-01, -8.6833e-02, 1.0122e-01, 7.9135e-02,\n", - " -4.8679e-02, 3.5908e-02, -2.0967e-01, 3.0276e-02, -3.0248e-02,\n", - " -1.8635e-02, -2.2179e-02, 3.0483e-02, -1.2172e-02, -1.5896e-02,\n", - " -5.1308e-02, 7.9169e-03, -3.1560e-03, -2.3369e-01, -1.8727e-01,\n", - " -1.8138e-02, 1.5583e-01, -1.5750e-01, -1.7268e-01, -7.2275e-02,\n", - " -1.1359e-01, 1.0372e-01, 9.5279e-02, -2.3700e-01, 6.7927e-02,\n", - " -5.4689e-02, -6.6795e-02, -7.8034e-03, 5.1142e-02, 4.1345e-02,\n", - " -5.0390e-02, -4.8646e-02, -5.1691e-02, -1.4760e-02, -3.1041e-02,\n", - " 5.9051e-02, 2.0838e-01, -1.7838e-01, -1.8990e-01, -1.2479e-02,\n", - " 8.9026e-02, 2.7359e-02, -1.0191e-02, -2.6955e-01, -1.6075e-01,\n", - " -1.0076e-01, -1.2747e-01, -5.9050e-02, -5.4247e-02, -3.2529e-02,\n", - " 3.0500e-01, -6.4284e-02, 6.8344e-02, -1.1188e-01, -2.5651e-02,\n", - " -9.5037e-02, 1.6071e-02, 9.5468e-02, -6.5318e-02, -1.7407e-02,\n", - " -9.1978e-02, -1.6614e-01, -6.4525e-02, -5.0356e-02, 1.9642e-01,\n", - " 2.4656e-01, -1.2083e-01, -1.9730e-01, -4.6121e-02, 2.3815e-02,\n", - " -2.8763e-01, -3.8729e-02, -2.4116e-02, 1.9294e-02, -2.5607e-01,\n", - " 6.0059e-02, -4.0951e-02, 3.9169e-02, -7.8183e-02, 5.9337e-04,\n", - " -8.9413e-02, -1.5221e-01, -7.1792e-02, 2.0419e-01, 1.6194e-01,\n", - " -1.8657e-01, -5.6089e-02, 8.5113e-02, -2.9219e-02, -8.0909e-02,\n", - " -1.1971e-01, -8.0849e-02, 1.6673e-01, 6.3270e-03, -1.8537e-01,\n", - " -1.0277e-01, -1.1674e-01, -3.2493e-02, -1.4575e-01, -1.9211e-01,\n", - " 3.4198e-02, 1.4530e-01, -6.4132e-02, 2.3739e-02, -3.8200e-02,\n", - " -1.3475e-02, 2.5719e-02, 9.7640e-02, 7.7657e-02, -1.7459e-01,\n", - " 2.7276e-02, -1.9434e-02, -3.2010e-01, 7.3161e-02, -3.0124e-01,\n", - " -1.8524e-01, 9.7382e-02, 1.1597e-01, -8.5432e-02, -4.8757e-02,\n", - " -1.6589e-01, 3.1417e-01, -1.0791e-01, -1.5835e-01, 3.9003e-03,\n", - " -1.8781e-02, -4.5276e-02, 1.4544e-01, 4.4114e-02, 5.0566e-02,\n", - " -1.6837e-01, -5.6981e-02, 1.1292e-02, -1.2216e-01, 3.7134e-02,\n", - " -1.5265e-02, 1.0105e-02, -2.1152e-01, 4.4661e-02, 7.5812e-02,\n", - " 1.5040e-01, 4.2573e-02, -6.6854e-02, -5.5766e-02, -1.1715e-02,\n", - " 2.4275e-02, -1.1002e-01, -1.6192e-02, 5.5343e-02, -1.1090e-01,\n", - " 1.0976e-02, -4.9886e-02, 3.3283e-02, -9.2426e-02, -9.7246e-02,\n", - " 2.4438e-01, 2.7026e-02, -4.9492e-02, 1.9705e-01, -6.5251e-02,\n", - " 1.1531e-01, 2.2064e-01, -1.6844e-01, 2.1337e-02, -6.3539e-02,\n", - " 6.5378e-02, 9.7468e-02, 1.6086e-01, 2.1043e-01, -8.2199e-02,\n", - " -2.1462e-02, 5.7733e-02, -3.4789e-02, 1.2938e-01, -6.9835e-02,\n", - " -1.2751e-01, 9.4966e-02, -7.0440e-04, -1.8504e-01, -9.7284e-03,\n", - " -1.7465e-01, 4.4449e-02, 6.8175e-02, 2.6017e-02, 2.0283e-01,\n", - " 5.1417e-02, 1.1998e-01, 2.2961e-01, 1.5199e-01, -2.1730e-01,\n", - " -1.0882e-01, 1.5819e-01, 1.2677e-02, 7.7333e-02, -1.5196e-01,\n", - " -2.0030e-02, -1.6815e-01, 2.8220e-05, -1.4256e-01, -3.0758e-03,\n", - " -7.1610e-02, 3.0683e-02, 2.1486e-01, 5.1699e-02, 1.4317e-01,\n", - " 1.3573e-01, -7.2106e-02, -2.9970e-01, 8.5391e-02, 7.7219e-02,\n", - " -1.6371e-01, 1.9799e-01, 2.7386e-02, -7.1478e-02, -1.2126e-02,\n", - " -8.9737e-02, -8.5347e-02, 1.4199e-01, 6.1397e-03, -7.6073e-02,\n", - " 2.0152e-02, 2.9340e-02, 1.1531e-01, -2.3834e-01, -8.1233e-02,\n", - " -9.7873e-02, -3.1257e-02, 9.0707e-02, -2.5569e-02, -5.6624e-02,\n", - " 8.3951e-02, -1.7097e-01, 4.8173e-02, -1.9606e-01, -4.9548e-02,\n", - " 1.1117e-01, 3.0434e-02, -1.5272e-01, 5.3138e-02, 5.9988e-02,\n", - " 1.1033e-01, 8.7653e-02, 3.7318e-02, -2.5699e-02, 2.7871e-02,\n", - " 8.9237e-02, 1.4625e-02, 2.2827e-01, -1.2385e-02, -8.7442e-02,\n", - " 9.6131e-02, -2.9917e-02, 4.2278e-03, 1.0227e-02, -7.8839e-02,\n", - " -1.0954e-01, 4.7135e-02, -1.5765e-01, -1.3107e-01, 1.7482e-01,\n", - " -1.2868e-01, 1.1598e-02, -7.7091e-02, -5.2503e-02, -8.4464e-03,\n", - " 1.3035e-01, 7.8458e-02, -3.6364e-02, -2.6009e-02, 2.8693e-01,\n", - " -1.2584e-01, -1.9092e-02, 2.8566e-01, -4.6883e-02, -1.0753e-02,\n", - " 1.7076e-02, 2.5229e-02, -5.8726e-02, -1.0248e-01, -1.0920e-01,\n", - " 1.2650e-01, -4.0981e-02, -6.7747e-02, 6.3172e-02, 1.0677e-01,\n", - " -1.1568e-01, -3.6971e-02, -3.8060e-02, 1.7460e-01, -2.7730e-01,\n", - " 6.3047e-02, -4.0602e-02, 1.2599e-01, -7.0001e-02, -5.4202e-02,\n", - " -2.6306e-02, 1.3636e-02, -1.6198e-03, -4.4283e-02, -2.2699e-01,\n", - " 1.0663e-01, 2.5218e-02, -1.5580e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1247, -0.0864, -0.0621, ..., -0.0337, -0.2285, -0.0600],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.2826e-02, 3.7007e-02, 6.1424e-02, -4.7872e-02, 2.9582e-02,\n", - " -5.2047e-02, 5.0022e-02, 8.3919e-02, -8.3501e-02, -1.3265e-02,\n", - " 1.7956e-02, 1.0609e-01, -9.4891e-02, -6.9952e-04, -3.9294e-02,\n", - " 2.9763e-02, 1.6481e-01, 7.4328e-02, -3.6701e-02, 5.0113e-02,\n", - " 1.1828e-02, 5.8343e-02, -1.8305e-02, -2.6535e-02, -5.1772e-02,\n", - " 9.8980e-02, -3.5171e-02, 3.9683e-02, -6.4082e-02, 5.0300e-02,\n", - " 5.3738e-02, 4.6462e-02, 4.1017e-02, -4.9930e-02, -4.7729e-02,\n", - " 3.6792e-02, -1.1037e-01, 3.4954e-03, -7.1676e-02, -1.4181e-01,\n", - " -7.7866e-03, -9.0638e-02, 7.5500e-02, -5.7499e-03, 5.0551e-02,\n", - " 4.7889e-02, -4.8033e-03, 1.5124e-01, -1.4987e-03, -2.8720e-02,\n", - " -3.8443e-02, 5.1623e-02, 6.9993e-02, -3.2141e-02, 1.2470e-01,\n", - " 7.1988e-03, 1.4936e-01, -2.0718e-01, -6.5919e-03, -1.5511e-01,\n", - " 5.4043e-02, 1.9661e-01, 1.9487e-03, -4.4993e-02, -5.1819e-04,\n", - " 3.8990e-02, -2.7394e-02, 3.4552e-02, -9.7296e-02, 2.1661e-03,\n", - " -5.7854e-02, 7.4308e-02, -4.3647e-02, -1.9613e-02, -2.3248e-03,\n", - " -4.0260e-02, -2.7188e-02, -9.1072e-02, 2.6898e-02, 7.9955e-02,\n", - " 8.6962e-02, 1.3546e-02, 8.0270e-02, -2.2653e-02, 8.5515e-03,\n", - " -6.8632e-02, -9.4840e-02, 1.1508e-02, -3.9379e-02, 9.5349e-02,\n", - " -4.8081e-02, -1.5300e-01, 5.4214e-02, -1.3249e-01, -1.1082e-02,\n", - " -4.7941e-02, 1.3636e-01, -5.1757e-02, 6.7503e-02, -6.0107e-02,\n", - " -2.0796e-02, -1.0387e-01, 4.4317e-02, -4.7364e-02, 2.9696e-02,\n", - " 8.9301e-02, 1.2846e-01, -3.4540e-02, -8.1783e-02, -7.1035e-02,\n", - " -4.0059e-02, 6.6576e-03, 7.4161e-02, -3.2121e-02, -5.3814e-02,\n", - " 4.7131e-02, -2.9290e-02, -6.8198e-02, -4.8885e-02, 7.1570e-03,\n", - " -7.6551e-02, 5.8702e-02, 6.0184e-02, 1.2078e-01, 8.9256e-02,\n", - " -1.6379e-01, 3.7217e-02, 9.6101e-03, -2.7902e-02, -3.1598e-02,\n", - " 1.5684e-02, -5.0132e-02, -1.0301e-01, -3.0634e-02, 6.5816e-03,\n", - " -6.1244e-02, 1.0456e-01, 5.0708e-02, -2.8984e-02, 4.0416e-03,\n", - " -6.6176e-02, 6.4055e-02, 2.7052e-02, 5.0584e-02, 5.8834e-02,\n", - " -2.8216e-04, 3.4779e-02, -2.0433e-02, -1.7222e-01, 9.4437e-02,\n", - " -1.4411e-01, 8.8641e-02, -3.9088e-02, 1.0715e-02, -1.4867e-01,\n", - " 4.3960e-02, 5.5079e-02, 5.1457e-02, -1.0760e-01, 7.0202e-02,\n", - " -4.0151e-03, -3.5051e-02, -2.8107e-02, -2.7342e-02, 3.4565e-02,\n", - " 5.6638e-02, 6.8162e-02, -1.8073e-03, -6.8655e-02, 3.3832e-02,\n", - " 7.6676e-02, 3.6944e-02, -3.9555e-02, -5.1971e-02, 1.9898e-02,\n", - " 1.7898e-02, 1.1721e-01, -1.6156e-03, -7.4489e-02, -3.6949e-02,\n", - " -2.1817e-02, -1.0579e-02, -8.7979e-02, -3.1988e-02, -4.0105e-02,\n", - " -3.2151e-02, -2.9435e-02, -7.3201e-02, 5.2101e-02, -9.2219e-03,\n", - " -2.2755e-02, 5.7907e-02, 5.4411e-02, -4.2175e-02, 5.2000e-03,\n", - " -3.7530e-02, -1.8539e-03, 9.1276e-02, -5.9494e-02, -5.2717e-02,\n", - " -1.1405e-01, -6.2445e-02, 1.0423e-01, -1.2356e-01, 4.4251e-02,\n", - " 1.0780e-01, 1.8709e-03, 4.5584e-02, -2.3524e-02, -3.1276e-02,\n", - " -7.3714e-03, -2.1414e-02, 7.8218e-02, 2.0955e-01, -2.5698e-02,\n", - " 1.0771e-02, -4.9564e-02, 4.2441e-02, 1.7107e-01, -1.5721e-02,\n", - " 1.0119e-01, 4.3089e-02, -5.9793e-02, -6.4409e-02, -5.3740e-02,\n", - " 2.0261e-01, -1.8627e-02, -1.5012e-02, 1.0258e-01, 9.8011e-03,\n", - " -1.0580e-01, 6.9541e-02, 5.8714e-02, -9.1362e-03, -7.3589e-02,\n", - " -1.0049e-02, -1.0400e-02, 5.0250e-02, 1.6801e-02, -3.2783e-02,\n", - " 1.0540e-01, 6.2250e-03, -7.6889e-02, 3.6498e-04, 2.3695e-02,\n", - " 1.4908e-01, -1.0490e-01, -1.3214e-01, -9.5280e-02, 4.1428e-02,\n", - " -5.4318e-02, -1.2622e-02, 7.1687e-02, 2.7559e-02, 1.0220e-01,\n", - " -1.9395e-02, 3.1198e-02, -5.0164e-02, 7.8030e-02, 2.5154e-02,\n", - " 3.2256e-02, -2.3136e-02, -4.2477e-02, 6.7304e-02, 5.7694e-02,\n", - " -1.8031e-01, -7.0671e-02, -6.0428e-02, 7.6772e-02, 1.8485e-02,\n", - " -4.3719e-02, 1.2936e-01, -1.0552e-01, 1.0450e-01, 5.9078e-03,\n", - " -1.1825e-01, -8.1681e-02, 5.9053e-02, 5.8558e-02, -6.2394e-02,\n", - " -8.0754e-03, 6.1893e-02, -6.6392e-02, 5.6420e-02, -4.9687e-03,\n", - " -1.6899e-02, -1.3306e-02, 4.0643e-02, -1.2509e-02, -1.4862e-02,\n", - " 4.9347e-03, -2.9317e-02, -8.6383e-02, -6.5387e-02, 8.2754e-02,\n", - " 2.9619e-03, 5.6546e-02, 4.0776e-02, 2.1958e-02, -5.8675e-02,\n", - " 1.9568e-02, 1.8500e-02, -1.4642e-02, 1.7753e-01, 6.0809e-03,\n", - " -5.5054e-02, -5.8333e-02, -9.5174e-03, -6.3247e-01, -9.7674e-02,\n", - " -5.7559e-02, -1.0443e-01, 6.5422e-02, -2.6605e-02, 6.1517e-03,\n", - " 7.4603e-02, -3.7181e-03, -7.5623e-02, 6.4929e-02, 4.4930e-02,\n", - " 2.1853e-02, 7.3287e-02, -1.4077e-02, -1.5153e-01, 3.7813e-04,\n", - " -1.3552e-01, 3.2798e-02, 5.9194e-02, -6.9047e-02, -3.2710e-02,\n", - " 1.3746e-01, -2.1301e-02, -1.0047e-01, 6.2123e-02, -2.6945e-02,\n", - " 1.1069e-01, -9.0849e-02, -1.3522e-02, -1.0673e-01, 2.2418e-02,\n", - " 1.1072e-01, 1.0830e-01, 7.9779e-02, 4.2961e-02, 1.4817e-02,\n", - " -5.7530e-02, 7.6075e-02, -6.7543e-02, 3.4253e-02, 2.6449e-02,\n", - " -5.6776e-02, -1.1419e-01, 1.0040e-01, -2.0587e-01, 6.9599e-02,\n", - " 5.3084e-02, -5.6423e-02, 3.3924e-02, 3.2041e-02, 7.7491e-02,\n", - " 6.3844e-02, -1.8640e-02, 1.8237e-01, 1.0751e-01, 1.7979e-01,\n", - " 1.3316e-01, -1.2467e-01, -6.6613e-02, -6.7990e-02, -6.0796e-02,\n", - " -4.2224e-02, 4.6861e-02, 4.3290e-04, 1.0468e-02, -7.8073e-02,\n", - " 1.4377e-04, 7.9566e-03, -3.2945e-02, -4.7407e-02, -4.3751e-02,\n", - " 3.4358e-02, -7.4453e-01, -6.6562e-02, -1.2828e-01, 1.0885e-01,\n", - " 3.5633e-02, -1.0770e-02, 5.2431e-02, -1.0222e-02, -4.1870e-02,\n", - " -2.4868e-02, -4.0816e-02, 1.8672e-02, -9.8700e-02, 2.9762e-02,\n", - " 2.0480e-02, -1.0540e-01, -1.7917e-02, 5.6309e-02, -2.0510e-02,\n", - " -7.2375e-02, 1.1345e-02, 7.4482e-02, 1.7877e-03, -2.3753e-01,\n", - " -4.2448e-02, -3.5919e-02, -8.7764e-02, 2.0252e-02, 1.2586e-02,\n", - " 3.8669e-03, 5.9812e-02, -5.5538e-02, 4.6125e-03, -5.9687e-02,\n", - " -1.3745e-02, -9.7294e-02, -1.7735e-01, -1.3436e-02, 5.8449e-02,\n", - " 5.9138e-02, -7.3320e-02, 7.9818e-02, -1.0937e-01, -1.1678e-01,\n", - " -3.2551e-02, -1.8140e-02, -1.0309e-01, -9.5951e-02, 4.2999e-02,\n", - " -1.2145e-01, -7.3637e-02, -5.5227e-02, 1.3170e-02, -1.9632e-02,\n", - " 4.2173e-02, 2.9386e-02, -5.8917e-02, 6.2877e-02, -2.5881e-02,\n", - " -3.4607e-02, -5.8439e-02, -4.7770e-02, -8.8350e-02, -5.5205e-03,\n", - " -1.2352e-02, -2.1273e-02, 5.2240e-02, 4.3273e-02, 2.9753e-02,\n", - " 1.4830e-01, -1.5756e-02, 9.2132e-02, -6.4717e-02, 7.3601e-02,\n", - " 9.3032e-02, 2.3896e-02, 1.0888e-02, -1.8316e-01, -5.7068e-02,\n", - " 1.5640e-02, -3.3746e-02, 4.8248e-02, 1.3935e-05, 1.7898e-01,\n", - " 4.4355e-02, 9.9596e-02, -1.4785e-01, -7.6277e-03, 6.8044e-02,\n", - " 3.8093e-03, -6.5459e-02, -1.9012e-02, 5.0432e-02, 3.6934e-02,\n", - " -5.0452e-02, 1.9710e-02, -7.7948e-02, -8.1432e-03, -1.5389e-01,\n", - " 5.5770e-02, -8.1955e-02, -1.4774e-01, -1.3046e-01, -1.9342e-01,\n", - " 3.7322e-02, 6.7072e-02, 7.0264e-02, 1.7684e-02, 5.8830e-02,\n", - " -7.3577e-02, 5.1147e-02, -7.1236e-02, 6.2654e-02, 2.3620e-02,\n", - " -6.2291e-02, 5.0808e-02, 4.1387e-02, 2.7273e-02, 4.9701e-02,\n", - " 1.2563e-02, -1.3012e-02, 4.2216e-02, -7.1964e-02, -1.3366e-02,\n", - " 2.6408e-02, 2.8591e-02, 9.0302e-02, -1.0943e-01, -4.2998e-03,\n", - " 2.8058e-02, -9.7020e-02, 3.0301e-02, -1.6320e-02, 8.2126e-02,\n", - " 1.6537e-01, -6.3913e-02, 6.4782e-02, 5.6558e-02, -1.6170e-03,\n", - " 1.2753e-02, -3.6050e-02, 1.0522e-01, 5.4761e-03, -1.0011e-01,\n", - " -1.5717e-02, -1.4515e-01, -5.3958e-02, 3.8154e-02, 1.3188e-01,\n", - " -2.8657e-02, 3.7318e-02, -2.2172e-02, 2.4343e-03, 4.7110e-02,\n", - " -1.4050e-01, 4.7248e-02, -9.4017e-03, 8.7136e-02, -1.6649e-01,\n", - " 6.0652e-02, -3.3993e-02, 1.5863e-02, 3.1227e-02, -3.9830e-02,\n", - " -7.9652e-02, 9.6058e-03, 3.7521e-02, 5.1482e-02, 9.7562e-02,\n", - " -7.0305e-02, -3.4313e-02, 2.3843e-02, 2.5182e-02, 1.7630e-02,\n", - " -7.3271e-02, -2.0340e-02, 7.3036e-02, 3.5994e-02, 4.3995e-03,\n", - " 3.2517e-02, 1.2601e-01, 9.9819e-02, -6.2581e-02, -4.9148e-02,\n", - " 1.3202e-01, 6.4599e-02, 1.1404e-01, 2.9402e-02, 1.0556e-02,\n", - " 2.2431e-02, -3.4390e-03, 3.4589e-02, -8.9047e-02, -1.2410e-01,\n", - " 5.5935e-02, 1.0374e-01, -1.5932e-01, 2.2148e-02, 2.6101e-03,\n", - " -8.1990e-02, 6.6858e-02, 9.7789e-02, 4.2774e-03, -8.7304e-02,\n", - " -2.1899e-02, 2.0696e-01, 3.9790e-02, -4.5013e-02, 1.6506e-02,\n", - " -5.0877e-03, -1.0416e-01, 2.7296e-02, 6.0725e-02, -5.3152e-02,\n", - " 3.4831e-02, 3.3973e-02, 6.4885e-02, -3.6079e-02, 1.3516e-01,\n", - " -1.9136e-02, 4.0885e-02, -3.0043e-02, 8.7850e-02, 8.8771e-02,\n", - " 5.5143e-02, 5.2920e-02, 5.1758e-02, -7.8321e-02, 5.4771e-02,\n", - " 4.8570e-02, -5.0829e-02, 7.4704e-02, 7.5098e-03, -9.2619e-02,\n", - " 4.1165e-03, -2.6205e-03, -6.4333e-02, -1.3118e-03, -7.4617e-02,\n", - " 1.1321e-01, 6.0122e-02, -1.7644e-02, 3.7118e-02, -5.0120e-04,\n", - " 5.8293e-02, 1.3062e-01, -3.8995e-02, -3.4800e-02, -5.0008e-02,\n", - " 7.3857e-02, 1.0093e-01, 8.1638e-03, 1.5683e-01, -2.9626e-02,\n", - " 2.9836e-02, -1.9008e-02, 8.5527e-02, 8.0622e-02, -4.0352e-02,\n", - " -7.3160e-02, 8.3812e-02, -1.7369e-02, -8.5390e-02, -1.0383e-02,\n", - " -5.5369e-02, -6.0460e-03, 1.5365e-01, 1.9107e-02, 1.8373e-01,\n", - " 1.9871e-02, -4.5120e-02, 1.4695e-02, 9.8440e-02, -4.0780e-02,\n", - " -9.5362e-03, 7.5474e-02, -4.7429e-03, -2.4665e-02, -3.4152e-02,\n", - " 7.0762e-02, -5.4961e-02, 1.5590e-01, -3.7793e-02, 3.4423e-03,\n", - " 1.3612e-02, -3.8306e-03, 1.6904e-01, 1.5006e-01, -6.7209e-02,\n", - " 1.3572e-01, -2.5616e-02, 1.0055e-01, 3.2909e-03, 6.5351e-02,\n", - " -1.5100e-02, 1.0936e-01, -4.6473e-02, -4.3605e-02, -2.5503e-02,\n", - " -7.6102e-03, -9.0046e-02, 1.7599e-01, -7.0624e-02, -1.0154e-02,\n", - " 8.1291e-02, 1.2799e-02, 7.4232e-02, 1.4933e-02, -3.8663e-02,\n", - " 1.3442e-02, -1.1895e-02, -7.7487e-02, -3.0720e-02, 1.5644e-01,\n", - " -1.5740e-02, -1.6552e-01, -9.7978e-02, -1.5203e-01, -1.0770e-01,\n", - " 1.0464e-01, -1.0507e-01, 1.1020e-01, 8.6453e-02, 1.0047e-01,\n", - " 2.7461e-02, 1.3306e-01, -9.3088e-02, 8.3531e-02, 6.5802e-02,\n", - " -5.7126e-02, 2.4822e-03, 6.2445e-02, 5.9152e-02, -6.8756e-02,\n", - " -1.5739e-02, -3.0190e-02, 1.1800e-02, 1.0000e-01, 2.8867e-02,\n", - " -2.0788e-01, 1.9094e-02, -2.4002e-02, -7.8603e-02, 6.5914e-02,\n", - " -3.4642e-02, -7.8424e-03, -1.0915e-01, -2.3459e-02, -1.0233e-02,\n", - " 6.4033e-03, 1.3768e-01, 6.8434e-02, -8.6179e-02, 1.9180e-01,\n", - " -1.3861e-01, 2.2412e-02, 1.7718e-01, -4.0027e-02, 5.6341e-02,\n", - " -1.8504e-02, 4.7965e-02, -6.4675e-02, 5.2148e-02, -5.7952e-02,\n", - " 4.5902e-03, -1.0093e-02, -2.3449e-02, 4.8808e-02, 1.1670e-02,\n", - " -5.6190e-02, -1.4137e-02, -4.0308e-02, 9.1809e-02, -1.4237e-01,\n", - " 4.4454e-02, -1.4555e-01, 2.7240e-02, 1.0394e-01, -1.6057e-01,\n", - " -9.4244e-02, 1.0708e-01, 5.9014e-02, -4.2361e-03, -1.3268e-01,\n", - " 5.3919e-03, -3.6614e-02, -5.1324e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8386, 0.8180, 0.8069, 0.8123, 0.7845, 0.8228, 0.7879, 0.8388, 0.8394,\n", - " 0.8152, 0.7910, 0.7890, 0.8095, 0.7989, 0.8094, 0.7774, 0.7899, 0.7988,\n", - " 0.8176, 0.8193, 0.8294, 0.8062, 0.8305, 0.7840, 0.7908, 0.8050, 0.8142,\n", - " 0.8191, 0.7731, 0.8147, 0.8321, 0.8038, 0.7781, 0.8206, 0.8388, 0.8267,\n", - " 0.7949, 0.8295, 0.8198, 0.7990, 0.8244, 0.8092, 0.8158, 0.8033, 0.8311,\n", - " 0.7912, 0.7904, 0.8423, 0.8391, 0.8441, 0.8365, 0.8327, 0.7851, 0.7835,\n", - " 0.7867, 0.7980, 0.8182, 0.7823, 0.8380, 0.8151, 0.8169, 0.7979, 0.8017,\n", - " 0.7896, 0.8325, 0.8327, 0.8277, 0.8179, 0.8389, 0.8052, 0.8193, 0.8188,\n", - " 0.8290, 0.7855, 0.8246, 0.7733, 0.8035, 0.7689, 0.8121, 0.8011, 0.8331,\n", - " 0.8345, 0.8011, 0.7981, 0.7895, 0.8116, 0.8050, 0.8487, 0.8212, 0.8178,\n", - " 0.8128, 0.8123, 0.6899, 0.8112, 0.8195, 0.8106, 0.7400, 0.8182, 0.8152,\n", - " 0.8171, 0.8188, 0.8320, 0.8118, 0.8008, 0.8257, 0.7690, 0.8379, 0.8034,\n", - " 0.7973, 0.8115, 0.8047, 0.8232, 0.7724, 0.8164, 0.8249, 0.8143, 0.8197,\n", - " 0.8414, 0.8297, 0.7960, 0.8042, 0.7979, 0.8311, 0.7444, 0.7864, 0.7957,\n", - " 0.8203, 0.7785, 0.7968, 0.8098, 0.8427, 0.8311, 0.7851, 0.7873, 0.8205,\n", - " 0.8311, 0.8323, 0.7738, 0.8347, 0.7857, 0.8245, 0.8379, 0.7961, 0.7927,\n", - " 0.8179, 0.7808, 0.8167, 0.8103, 0.8076, 0.7876, 0.7985, 0.8053, 0.7718,\n", - " 0.8326, 0.8187, 0.8097, 0.8337, 0.7858, 0.8377, 0.7932, 0.8242, 0.8249,\n", - " 0.8235, 0.8268, 0.8078, 0.8203, 0.8182, 0.8208, 0.7297, 0.8093, 0.8282,\n", - " 0.8297, 0.8028, 0.8082, 0.8170, 0.7696, 0.8239, 0.8085, 0.8088, 0.7994,\n", - " 0.7612, 0.8127, 0.8238, 0.8463, 0.8218, 0.8124, 0.8307, 0.8197, 0.8159,\n", - " 0.8295, 0.8153, 0.7616, 0.7979, 0.8088, 0.8069, 0.8115, 0.8277, 0.7639,\n", - " 0.8212, 0.7992, 0.8294, 0.8045, 0.7979, 0.7897, 0.8008, 0.7750, 0.8260,\n", - " 0.8216, 0.8362, 0.8108, 0.7946, 0.8094, 0.8082, 0.7663, 0.8250, 0.7690,\n", - " 0.7935, 0.8105, 0.7273, 0.8083, 0.8124, 0.7984, 0.8365, 0.8144, 0.8221,\n", - " 0.6869, 0.8147, 0.7997, 0.8333, 0.8008, 0.7741, 0.8332, 0.8090, 0.8380,\n", - " 0.8316, 0.8140, 0.7986, 0.8106, 0.8212, 0.7764, 0.8064, 0.8206, 0.8201,\n", - " 0.7928, 0.8230, 0.7997, 0.8072, 0.8064, 0.8040, 0.7729, 0.7866, 0.8272,\n", - " 0.8027, 0.8288, 0.8298, 0.7944, 0.7993, 0.7904, 0.8151, 0.8249, 0.8306,\n", - " 0.8320, 0.8410, 0.8417, 0.7948, 0.7557, 0.8342, 0.8099, 0.8188, 0.8215,\n", - " 0.8216, 0.8145, 0.8182, 0.8305, 0.8344, 0.8395, 0.7783, 0.8377, 0.8268,\n", - " 0.8068, 0.7791, 0.8123, 0.8282, 0.8071, 0.7885, 0.8263, 0.8097, 0.8419,\n", - " 0.8049, 0.8314, 0.8009, 0.7891, 0.8007, 0.7979, 0.7999, 0.7843, 0.7718,\n", - " 0.7803, 0.7882, 0.7989, 0.8096, 0.7882, 0.8217, 0.8191, 0.7676, 0.7992,\n", - " 0.7866, 0.8069, 1.1629, 0.8018, 0.7852, 0.7875, 0.7871, 0.8055, 0.8306,\n", - " 0.8109, 0.8354, 0.8180, 0.8168, 0.7981, 0.8008, 0.8018, 0.7948, 0.8069,\n", - " 0.8219, 0.8397, 0.8291, 0.8184, 0.8367, 0.8137, 0.8085, 0.7851, 0.8529,\n", - " 0.8232, 0.7779, 0.7987, 0.8036, 0.8227, 0.8165, 0.8150, 0.7926, 0.8407,\n", - " 0.8167, 0.8178, 0.8164, 0.7703, 0.8310, 0.7954, 0.7988, 0.7805, 0.8048,\n", - " 0.8337, 0.8277, 0.8080, 0.8298, 0.8110, 0.8025, 0.7812, 0.8184, 0.7929,\n", - " 0.8025, 0.8013, 0.8236, 0.8197, 0.8198, 0.8140, 0.7747, 0.8227, 0.8315,\n", - " 0.8066, 0.8145, 0.8176, 0.8423, 0.8256, 0.7893, 0.8369, 0.8214, 0.8151,\n", - " 0.7868, 0.8324, 0.8108, 0.3350, 0.8210, 0.8022, 0.8080, 0.8316, 0.8041,\n", - " 0.8270, 0.8261, 0.8145, 0.8013, 0.8113, 0.8227, 0.8196, 0.8391, 0.8398,\n", - " 0.8125, 0.7854, 0.8275, 0.8284, 0.8114, 0.8003, 0.7918, 0.8185, 0.7979,\n", - " 0.7729, 0.8299, 0.8169, 0.7821, 0.8220, 0.8064, 0.8009, 0.8066, 0.8523,\n", - " 0.8205, 0.7866, 0.8047, 0.8087, 0.8254, 0.7923, 0.8166, 0.7591, 0.8257,\n", - " 0.7979, 0.8230, 0.8167, 0.8281, 0.8257, 0.8283, 0.7828, 0.8530, 0.7827,\n", - " 0.8154, 0.7540, 0.8392, 0.8333, 0.8103, 0.8137, 0.8236, 0.8197, 0.8083,\n", - " 0.8287, 0.7967, 0.7844, 0.8334, 0.8053, 0.8181, 0.8090, 0.8003, 0.7845,\n", - " 0.8415, 0.8236, 0.8235, 0.8117, 0.8253, 0.8307, 0.8233, 0.8266, 0.8123,\n", - " 0.7911, 0.8136, 0.7585, 0.8471, 0.8271, 0.8254, 0.8044, 0.7863, 0.7920,\n", - " 0.8104, 0.8074, 0.8140, 0.8092, 0.8196, 0.8335, 0.7974, 0.8206, 0.8087,\n", - " 0.8318, 0.8011, 0.7975, 0.8252, 0.7830, 0.7907, 0.8127, 0.8168, 0.8286,\n", - " 0.8025, 0.8150, 0.7703, 0.8066, 0.8124, 0.8163, 0.8214, 0.8107, 0.8129,\n", - " 0.8347, 0.7889, 0.8024, 0.8112, 0.8318, 0.7881, 0.8084, 0.7945, 0.7692,\n", - " 0.7936, 0.8267, 0.8052, 0.8278, 0.8124, 0.8365, 0.7943, 0.7899, 0.8220,\n", - " 0.8444, 0.8061, 0.7556, 0.8238, 0.7657, 0.8117, 0.8141, 0.8208, 0.8086,\n", - " 0.7962, 0.8418, 0.8325, 0.8280, 0.8031, 0.8255, 0.8297, 0.7632, 0.8090,\n", - " 0.8202, 0.8238, 0.8325, 0.8194, 0.7847, 0.8280, 0.8248, 0.7752, 0.8701,\n", - " 0.8044, 0.7989, 0.8505, 0.8132, 0.8533, 0.7818, 0.8083, 0.8476, 0.7861,\n", - " 0.7918, 0.8214, 0.7899, 0.8133, 0.8173, 0.8097, 0.8276, 0.8078, 0.7779,\n", - " 0.8155, 0.8242, 0.8355, 0.8030, 0.8062, 0.8268, 0.7997, 0.8283, 0.7821,\n", - " 0.8240, 0.8288, 0.8392, 0.8185, 0.8189, 0.8373, 0.7963, 0.7960, 0.8060,\n", - " 0.8392, 0.7908, 0.8082, 0.7940, 0.8045, 0.8219, 0.8178, 0.8160, 0.8313,\n", - " 0.8343, 0.7271, 0.8370, 0.7825, 0.8216, 0.8326, 0.8337, 0.8303, 0.8117,\n", - " 0.8003, 0.8090, 0.8386, 0.8197, 0.8238, 0.8315, 0.8320, 0.8308, 0.8228,\n", - " 0.8003, 0.8177, 0.8117, 0.8189, 0.7910, 0.8146, 0.8205, 0.8187, 0.7719,\n", - " 0.8297, 0.8036, 0.7488, 0.8261, 0.8213, 0.8201, 0.8346, 0.8079, 0.7487,\n", - " 0.8100, 0.8384, 0.8230, 0.8137, 0.8395, 0.8027, 0.7998, 0.8138, 0.8368,\n", - " 0.8240, 0.8077, 0.8195, 0.7914, 0.8313, 0.8229, 0.8308, 0.8502, 0.7925,\n", - " 0.8266, 0.8069, 0.7942, 0.8401, 0.7871, 0.8353, 0.8300, 0.7988, 0.8004,\n", - " 0.8118, 0.8111, 0.8130, 0.8373, 0.7917, 0.7914, 0.7856, 0.8052, 0.7763,\n", - " 0.8035, 0.8263, 0.8064, 0.8160, 0.8340, 0.8163, 0.8102, 0.8254, 0.8058,\n", - " 0.8212, 0.7790, 0.8003, 0.8129, 0.7593, 0.8114, 0.7881, 0.7815, 0.8221,\n", - " 0.8041, 0.7974, 0.8227, 0.8487, 0.8229, 0.8248, 0.8107, 0.7971, 0.8410,\n", - " 0.8170, 0.8083, 0.8071, 0.8286, 0.8189, 0.8448, 0.8123, 0.8514, 0.8084,\n", - " 0.8321, 0.8330, 0.8177, 0.8197, 0.8097, 0.7920, 0.7784, 0.8333, 0.8176,\n", - " 0.8101, 0.8304, 0.8246, 0.7822, 0.7964, 0.8020, 0.7920, 0.8335, 0.8100,\n", - " 0.8301, 0.7737, 0.8098, 0.8097, 0.8247, 0.8266, 0.8272, 0.8351, 0.8062,\n", - " 0.7892, 0.8197, 0.8095, 0.8186, 0.8081, 0.8192, 0.8156, 0.8100, 0.8000,\n", - " 0.8153, 0.8084, 0.8251, 0.8329, 0.8459, 0.7414, 0.8219, 0.8264, 0.7698,\n", - " 0.8363, 0.8025, 0.8326, 0.8098, 0.8436, 0.7903, 0.8031, 0.8301, 0.8167,\n", - " 0.8175, 0.8226, 0.8236, 0.8138, 0.8256, 0.8032, 0.8142, 0.7989, 0.7962,\n", - " 0.7929, 0.8099, 0.8329, 0.8180, 0.8417, 0.8113, 0.8084, 0.8006, 0.8147,\n", - " 0.7717, 0.8099, 0.8304], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.1420e-02, -4.3584e-02, -5.1321e-02, -1.7881e-02, -1.6400e-01,\n", - " -4.1447e-02, -1.0130e-01, -7.6611e-02, -2.9851e-02, -2.0758e-02,\n", - " -3.8105e-02, -7.7070e-02, 2.8959e-02, -6.9092e-02, -4.3256e-02,\n", - " -1.1032e-01, -9.8798e-02, -7.6895e-02, 3.0124e-03, -6.6360e-02,\n", - " -1.3483e-01, 1.5964e-02, -8.8870e-02, -1.9291e-01, -8.4387e-02,\n", - " -1.2725e-01, -1.7727e-02, -2.3704e-03, 9.2615e-02, -1.0106e-01,\n", - " -1.7752e-02, -9.1432e-03, -1.3606e-01, -1.1925e-02, -5.8445e-02,\n", - " -3.8003e-02, 2.0488e-02, -2.9804e-02, -5.8359e-02, 7.7513e-02,\n", - " 1.6296e-02, 5.6256e-02, 3.0559e-03, -7.2168e-02, -2.4050e-02,\n", - " 1.7642e-02, -3.5547e-02, -3.9565e-02, 2.7667e-03, 1.4905e-02,\n", - " -2.7630e-03, 5.1586e-03, -1.5085e-01, 4.1356e-02, -8.6902e-02,\n", - " -1.0317e-01, -6.7401e-02, 5.4526e-02, 3.0842e-03, -6.7960e-03,\n", - " -3.8079e-02, -7.2002e-02, -1.6014e-02, -6.6356e-02, -3.6658e-02,\n", - " -9.3858e-02, -3.4307e-02, -6.4775e-02, -4.0199e-02, 4.4728e-02,\n", - " 2.5514e-02, -5.3401e-02, -3.1552e-02, 2.9285e-02, -9.7129e-02,\n", - " -2.4784e-02, -9.8498e-03, -5.2236e-02, -6.4086e-02, -1.0825e-01,\n", - " -5.8000e-02, -3.9223e-02, -6.4858e-02, -1.1675e-01, -2.7759e-02,\n", - " 1.8422e-02, -7.6837e-02, -3.2016e-02, 1.8751e-02, -5.2377e-02,\n", - " 4.2717e-02, 5.9166e-02, -2.1197e-01, -2.3381e-02, -8.6102e-02,\n", - " 3.0252e-02, -9.6271e-02, -3.5818e-02, -3.6094e-02, -2.0526e-02,\n", - " -1.6319e-02, -3.4604e-02, -7.5162e-02, -1.6712e-03, -4.8561e-03,\n", - " -4.2493e-02, -2.6859e-02, 6.4850e-03, 5.6165e-02, -2.4472e-02,\n", - " 5.9780e-02, -1.7101e-02, 1.1151e-01, 8.1906e-03, -4.1190e-02,\n", - " -3.1089e-02, -5.4861e-02, -3.7645e-02, 9.1692e-03, -7.6944e-02,\n", - " 1.5835e-03, 1.0820e-02, -3.8397e-02, -1.0055e-01, -7.1724e-02,\n", - " 3.2415e-02, -2.7287e-02, -1.1316e-01, -6.8309e-03, -3.7847e-03,\n", - " -3.3509e-02, -5.8418e-02, -2.7168e-03, -3.1391e-02, 4.9704e-02,\n", - " -1.0243e-02, -7.6904e-02, -8.0674e-02, -2.9624e-02, 6.2584e-03,\n", - " -1.2334e-02, -4.6094e-02, -4.0451e-02, -1.0383e-01, -8.7742e-02,\n", - " 5.5282e-02, -1.4061e-02, -3.3179e-02, 9.8011e-03, -1.4588e-01,\n", - " -1.9476e-02, -1.1783e-01, 4.4584e-03, -1.9446e-02, -6.4196e-02,\n", - " -8.1424e-02, -5.7627e-02, -5.6912e-02, -9.6823e-02, 1.5038e-02,\n", - " -7.8415e-02, 1.6785e-02, -2.1571e-02, -3.9173e-02, -1.9632e-02,\n", - " -7.9155e-02, -1.1051e-01, -6.3610e-02, 9.3950e-02, 1.8271e-02,\n", - " 9.0010e-03, -1.6172e-02, -2.4592e-02, -9.7152e-02, -6.3678e-03,\n", - " -1.5437e-01, -6.2522e-02, -6.7425e-02, -7.5880e-02, -6.6928e-03,\n", - " 1.2346e-03, -8.9233e-02, 3.3055e-02, -9.7269e-02, -6.5462e-02,\n", - " 2.4688e-02, -1.1696e-01, -1.3782e-01, -7.0054e-02, -1.3576e-02,\n", - " 1.6856e-03, 1.2264e-01, -1.7963e-01, 1.9570e-02, -9.3462e-02,\n", - " -5.7144e-02, -4.9437e-02, -1.3460e-01, -5.2558e-02, -4.5387e-02,\n", - " 3.3210e-02, -4.4042e-02, -8.8447e-02, 1.0805e-02, 1.4834e-02,\n", - " -6.4319e-02, -8.7513e-02, -1.6867e-02, -1.0384e-01, -8.3751e-02,\n", - " 7.9677e-03, 1.5942e-02, -7.4425e-02, -1.1128e-01, -4.1676e-02,\n", - " -8.2827e-05, 2.6848e-02, -5.7732e-04, -1.7398e-01, 4.6978e-02,\n", - " -9.6235e-02, -1.4588e-01, -4.5460e-03, -6.1719e-02, 9.9410e-03,\n", - " -1.2382e-01, -4.6760e-02, 1.3691e-02, -9.6950e-02, -2.2925e-02,\n", - " 3.5738e-03, -3.7561e-02, -1.1838e-01, -3.6931e-03, 5.8162e-03,\n", - " -9.2732e-02, -1.2839e-02, -5.8549e-02, -8.7021e-02, 6.4272e-02,\n", - " -5.6604e-02, -3.4247e-02, 9.2602e-03, -1.4345e-01, -7.6901e-02,\n", - " -3.3794e-02, -2.1118e-02, -4.3932e-02, 4.7110e-02, 3.9625e-02,\n", - " -3.1458e-03, -1.9711e-01, -5.1261e-02, -4.1401e-02, -6.3544e-02,\n", - " 2.6556e-02, 2.8309e-02, -2.2077e-02, -5.2322e-02, -3.4756e-02,\n", - " -7.0890e-02, -8.6633e-03, -1.2046e-02, -4.9041e-02, -3.8275e-02,\n", - " 5.3699e-02, -3.5129e-02, -1.7065e-02, -2.6831e-02, 1.4603e-02,\n", - " -2.7500e-02, -5.6141e-02, -4.6511e-03, -9.3219e-02, -4.0949e-02,\n", - " 2.0568e-02, -4.8102e-02, -1.2007e-02, -8.0022e-03, 2.5377e-02,\n", - " -7.7940e-02, -1.0986e-01, -1.3279e-02, -2.4279e-03, 2.3367e-02,\n", - " -8.4781e-02, -1.0893e-01, -6.8696e-02, 1.7905e-02, -5.1930e-02,\n", - " -3.5093e-02, -1.9072e-02, 3.1636e-02, -1.8024e-02, -1.2744e-01,\n", - " -5.5162e-02, -9.4212e-02, -1.3663e-01, -1.0293e-01, 6.0230e-04,\n", - " -4.3148e-02, -1.0178e-01, -1.7109e-03, -2.6144e-02, -2.1645e-01,\n", - " 3.5178e-02, -2.5382e-02, -2.8011e-02, 9.5901e-01, -2.9494e-03,\n", - " -9.0453e-04, 1.2587e-02, -8.9690e-02, -7.1942e-02, -4.3016e-02,\n", - " -6.9497e-02, -3.5351e-02, -2.8883e-02, 1.9135e-03, -7.1330e-02,\n", - " 6.8395e-02, -8.1506e-02, -9.1412e-02, 9.8570e-02, -2.4205e-02,\n", - " -1.7521e-02, -4.8430e-02, -6.6839e-02, 3.5089e-04, 4.0743e-02,\n", - " -4.9949e-02, -3.2634e-02, -1.0394e-03, -1.5966e-01, 1.7261e-02,\n", - " -3.5994e-02, 1.5692e-02, -1.1129e-02, -2.0487e-02, 3.0347e-02,\n", - " -7.4344e-02, -1.2698e-01, -7.4917e-02, -8.6796e-02, -3.0172e-02,\n", - " 4.7575e-02, -6.3198e-02, 5.0222e-02, -2.0690e-02, 5.2161e-02,\n", - " 3.0246e-02, 3.2975e-02, -6.7331e-02, -3.7715e-02, -4.2033e-02,\n", - " 2.0723e-02, -5.6099e-02, -6.8373e-02, -3.4723e-02, -7.0788e-02,\n", - " -6.5211e-02, -1.5671e-02, -8.7290e-02, -2.7595e-02, -7.4387e-02,\n", - " -9.7406e-03, 2.8058e-02, -1.0312e-01, 1.1699e-02, -1.6529e-02,\n", - " 1.1808e-02, -4.1340e-03, -4.7312e-02, 5.9958e-02, 6.5942e-02,\n", - " -4.6628e-02, -8.0118e-02, 9.9502e-03, 6.0204e-02, -7.6706e-02,\n", - " -1.2670e-02, 3.0357e-01, -3.8553e-02, 3.9331e-02, -7.5549e-02,\n", - " -1.4294e-04, 7.6978e-02, -4.7003e-02, -1.8041e-02, 2.6636e-02,\n", - " -9.3341e-02, -7.3783e-02, -8.2291e-02, -1.5079e-02, -6.2193e-02,\n", - " -2.7762e-02, 7.8624e-02, 3.6665e-02, -4.7377e-02, 3.7170e-02,\n", - " 3.4689e-03, 2.3525e-02, -5.1568e-02, -9.7306e-04, 2.0503e-02,\n", - " 7.0278e-02, -4.0602e-02, -6.4565e-03, -1.1426e-01, 1.3381e-02,\n", - " -8.0679e-03, -5.7682e-03, -8.7230e-02, -5.1125e-02, 8.2540e-03,\n", - " -9.9821e-02, 5.3512e-03, 7.1646e-03, -8.9738e-02, -3.6484e-02,\n", - " -1.7408e-02, 8.2140e-02, -2.6471e-02, -3.0827e-03, 2.5158e-02,\n", - " -7.0924e-02, -2.4888e-02, 4.2149e-02, 3.2619e-02, -9.4495e-02,\n", - " -6.1789e-02, 3.6402e-02, 1.3054e-02, -1.3188e-01, 5.0196e-02,\n", - " -7.0288e-02, 2.4249e-02, 3.5636e-02, -1.7938e-02, -6.1105e-03,\n", - " -7.2878e-02, -5.9878e-02, -6.4041e-02, -6.0001e-02, -1.6376e-02,\n", - " 1.4314e-02, 4.3107e-02, -3.9263e-02, 7.4305e-03, 4.5319e-02,\n", - " -1.7731e-02, -3.7228e-02, -6.7448e-02, -6.4921e-04, -8.6211e-02,\n", - " -9.8345e-02, -2.3946e-02, -9.3151e-02, 2.0946e-02, 8.7786e-03,\n", - " -8.2961e-02, 7.9475e-02, 2.6657e-02, -8.4516e-02, -1.0197e-01,\n", - " -2.0166e-02, -7.0315e-02, 3.8408e-03, -4.6361e-02, -3.5057e-02,\n", - " -4.0438e-02, -1.8433e-03, -5.2695e-02, -3.4537e-02, -4.3734e-02,\n", - " -3.3192e-02, -1.7600e-02, -6.0209e-02, 6.6127e-02, 4.6016e-02,\n", - " -2.9241e-02, -9.6950e-02, 1.1977e-02, 3.2199e-02, -9.7293e-03,\n", - " 1.0275e-02, -1.0686e-01, -9.8203e-02, 6.0999e-02, -4.6028e-02,\n", - " -3.2522e-02, -4.7517e-03, -6.0532e-02, -8.5071e-02, -3.7084e-02,\n", - " -1.6504e-02, -1.5661e-02, -2.0879e-02, -4.8894e-02, -4.6598e-02,\n", - " -6.1904e-02, -1.0625e-01, 1.8394e-02, 2.1795e-02, -5.8515e-02,\n", - " -1.0200e-01, -4.1670e-02, -3.2738e-02, 5.2714e-02, -1.2264e-02,\n", - " 1.6913e-02, 5.1470e-03, -2.3659e-02, -9.9691e-03, -2.5182e-02,\n", - " -1.7485e-01, 3.1565e-02, -6.4276e-02, 5.7672e-02, -6.7229e-02,\n", - " 3.9541e-02, -7.8161e-02, -7.5991e-02, -1.5675e-02, -1.4640e-02,\n", - " -5.3990e-03, -1.5901e-02, 1.1666e-02, -3.2102e-02, -1.1323e-01,\n", - " -1.0573e-01, 9.7421e-03, 1.7248e-02, -5.1449e-02, -6.0619e-02,\n", - " 6.9336e-02, 2.9603e-03, -4.9532e-02, -4.8834e-02, 1.2968e-01,\n", - " -8.0988e-02, -2.2760e-02, -6.2548e-03, 8.5478e-03, -1.4290e-02,\n", - " 7.9372e-02, 6.2188e-02, -3.5120e-02, -1.4811e-01, -1.0029e-01,\n", - " 4.3165e-02, -9.8678e-03, -8.6519e-02, -4.7014e-02, -1.7904e-03,\n", - " 6.2395e-03, -1.5700e-03, -1.1849e-01, -4.7061e-02, 4.7389e-02,\n", - " 4.1923e-03, 1.1518e-02, -3.4181e-02, -3.4995e-02, 1.8302e-02,\n", - " -4.8894e-02, -1.0292e-01, -1.0939e-02, -1.5679e-02, -4.8991e-03,\n", - " -1.4730e-02, -7.4172e-02, -9.9769e-02, -6.9774e-02, 5.3765e-02,\n", - " -4.9984e-02, -8.3093e-03, 5.0251e-02, -7.0062e-02, 5.8027e-02,\n", - " 4.0691e-02, -1.2311e-01, -9.9394e-02, 8.9405e-03, -3.6755e-02,\n", - " -1.7028e-03, -2.1567e-01, -7.5262e-03, 2.3873e-03, -7.1619e-02,\n", - " -4.1938e-02, -5.7213e-03, -1.1734e-01, -4.4212e-02, -6.9653e-02,\n", - " 3.0976e-02, -5.7975e-02, -4.7747e-02, -1.6696e-02, -3.7563e-02,\n", - " -6.4246e-02, -4.0577e-02, 3.8866e-02, -8.4182e-02, -9.9732e-02,\n", - " -1.1184e-01, -4.8867e-02, -1.8814e-02, -4.3569e-02, -4.1579e-02,\n", - " -4.9621e-02, 7.4965e-03, -2.1947e-02, -5.7161e-02, 2.0182e-02,\n", - " -2.7218e-02, -2.3154e-02, -4.6928e-02, -4.6572e-02, -4.0968e-03,\n", - " -1.3607e-01, -6.0139e-02, -6.0673e-02, -9.6480e-02, -8.6164e-03,\n", - " -7.0927e-02, -1.3005e-01, 3.5161e-02, -6.2274e-02, -3.0177e-02,\n", - " -8.0625e-02, -9.1166e-02, -1.0595e-01, -1.2146e-01, -2.4532e-02,\n", - " -2.9933e-02, -4.6797e-02, -6.8383e-02, -9.3714e-02, -5.0142e-02,\n", - " 3.9761e-02, -7.9946e-02, -6.9541e-02, 2.4161e-02, -5.8912e-02,\n", - " 2.9267e-02, -5.9741e-02, -8.2343e-02, -3.8688e-02, -7.6947e-02,\n", - " -7.4565e-02, -1.2510e-01, -1.2249e-01, -7.9977e-02, 4.5576e-02,\n", - " 2.7857e-03, -8.5465e-02, -2.2420e-02, -4.0974e-02, -8.6231e-04,\n", - " -5.5679e-02, 7.6963e-03, -6.7620e-02, -1.1734e-02, -2.6037e-02,\n", - " -1.3435e-02, -8.9836e-02, -1.3692e-01, -5.6583e-02, -1.0274e-01,\n", - " -7.7381e-02, -3.2784e-02, 6.4803e-02, -6.9673e-02, -5.5963e-02,\n", - " 3.0947e-02, -1.3716e-01, -5.0707e-02, -7.8393e-02, -6.0423e-02,\n", - " -1.8074e-02, -4.3469e-02, -1.3163e-01, -4.9768e-02, 5.0433e-03,\n", - " -2.9345e-02, -7.6699e-02, -7.4855e-02, 6.9012e-02, 7.7089e-04,\n", - " 1.5322e-02, -1.6749e-03, -1.1340e-01, -3.5276e-02, -2.0100e-02,\n", - " -7.4789e-02, 2.5310e-02, -8.0904e-02, -7.2792e-06, -2.5141e-02,\n", - " -7.6270e-02, -2.9385e-02, 4.8760e-02, -5.4040e-02, -8.2840e-02,\n", - " -8.4037e-02, -7.2592e-02, -5.6304e-02, -5.0476e-02, -7.5501e-02,\n", - " -1.0276e-01, -4.1951e-02, -1.3968e-01, -5.9688e-02, 1.4012e-03,\n", - " -5.5818e-02, -3.9075e-02, -6.7160e-02, -3.8912e-02, -2.3634e-02,\n", - " 7.3393e-03, -3.4749e-02, 1.9712e-02, -5.1053e-03, -1.1495e-01,\n", - " -7.5303e-03, -3.9082e-02, 6.9267e-03, 1.8861e-02, -6.3253e-02,\n", - " -7.6206e-02, -8.5384e-02, -3.6944e-02, -1.1302e-01, -1.8959e-01,\n", - " 6.1037e-03, -1.8503e-02, -1.1168e-01, -2.7865e-02, -4.1709e-02,\n", - " -5.3059e-02, -4.2011e-02, -3.7106e-02, 1.1836e-02, -4.8356e-03,\n", - " -8.3806e-02, -2.1164e-03, -2.5173e-03, -6.6691e-02, -8.9692e-02,\n", - " 7.6497e-03, -9.7362e-03, -1.4631e-02, -1.0981e-01, 7.5289e-02,\n", - " -3.3391e-02, 1.8277e-02, -1.2190e-01, -3.1114e-02, -2.1658e-02,\n", - " -4.2312e-02, -8.4621e-02, -4.0529e-02, 1.7685e-02, 2.7051e-02,\n", - " -7.4158e-02, -5.9353e-02, -3.5528e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.5133e-01, -2.3753e-01, 2.5810e-02, 9.0151e-03, 1.8424e-01,\n", - " -1.0879e-01, 4.2990e-01, 1.3848e-01, 4.9509e-01, -1.9813e-01,\n", - " -5.3100e-02, 5.2677e-02, -1.1447e-01, -1.1720e-01, -1.8812e-01,\n", - " -8.9234e-02, -1.1820e-01, -6.5022e-02, 7.4269e-02, 7.4049e-01,\n", - " 1.1903e-01, -3.9947e-01, 9.2407e-02, 1.4708e-01, -8.8448e-03,\n", - " 1.4445e-01, 1.8023e-01, 1.4699e-01, -1.6035e-03, -2.4083e-03,\n", - " -2.6148e-01, 2.4620e-01, 1.7292e-01, 3.7575e-02, -1.7114e-01,\n", - " 7.0565e-02, 9.6402e-02, -8.2912e-02, 4.1820e-01, -1.2408e-01,\n", - " 7.1239e-02, 1.3781e-01, -3.0078e-01, -1.1884e-02, 4.4540e-02,\n", - " -6.2882e-01, -6.6538e-03, -1.1175e-02, -3.7410e-02, 3.2090e-02,\n", - " -4.7503e-01, 1.0927e-01, -1.0293e-01, -6.9717e-02, 1.6735e-01,\n", - " -1.0845e-01, 6.0743e-02, 2.8250e-01, 3.1952e-01, 1.6382e-01,\n", - " -1.1050e-01, -5.4506e-01, -2.8726e-02, -7.7838e-02, 1.4439e-01,\n", - " 8.5476e-02, 2.7349e-01, -1.9566e-01, -1.3484e-02, 1.4594e-02,\n", - " 5.2496e-02, 1.6613e-01, 6.1982e-02, 2.8685e-02, -2.3764e-02,\n", - " -1.1157e-02, 3.5108e-02, 9.4450e-02, 5.5991e-02, 1.0719e-01,\n", - " -9.5500e-02, 6.7253e-02, -5.2026e-02, -1.3092e-01, -1.0836e-01,\n", - " 9.4877e-03, -9.7692e-02, -8.1574e-02, -2.1601e-01, 3.8550e-01,\n", - " -3.2178e-02, 5.8457e-02, -1.0147e-01, -1.0796e-01, -3.9866e-01,\n", - " -2.0741e-01, -8.0579e-02, -4.2801e-02, -6.5430e-02, -1.3643e-01,\n", - " -7.1110e-02, 7.3352e-02, 1.1745e-01, 4.4731e-02, -1.0822e-01,\n", - " 6.8866e-02, -2.5457e-01, 2.3216e-01, 1.1959e-01, 1.2908e-02,\n", - " 5.8874e-02, -1.2171e-01, 1.8273e-01, 1.1194e-03, -7.3002e-02,\n", - " -5.9344e-03, 2.6270e-01, 1.2985e-01, 1.5573e-01, 4.2619e-02,\n", - " 7.0851e-02, 2.3211e-03, -1.4739e-01, 9.8888e-02, 8.1919e-03,\n", - " 9.8359e-02, 7.8386e-02, 5.5321e-02, 1.1128e-01, -1.9908e-01,\n", - " 1.0799e-01, 1.8662e-01, 2.2048e-01, 3.3620e-01, -4.3870e-01,\n", - " 1.1896e-01, -1.2178e-02, -7.0414e-02, -1.4871e-01, -7.0769e-03,\n", - " 2.3468e-02, -3.0648e-02, 9.2028e-02, 1.0161e-02, -7.7317e-02,\n", - " 7.4299e-02, -2.7068e-02, 4.5786e-02, -3.3060e-02, -1.6967e-02,\n", - " 1.0725e-01, 8.9467e-03, 1.2721e-01, 1.8391e-02, -2.9835e-01,\n", - " 3.2104e-01, 6.1922e-02, 2.1151e-01, -5.4954e-02, -5.9694e-02,\n", - " -5.8206e-03, 9.0642e-02, -3.3636e-01, -7.4387e-02, 4.3874e-02,\n", - " 2.0348e-01, -3.7572e-04, -7.6938e-04, 3.8537e-02, 9.1840e-02,\n", - " 2.3001e-01, 5.4248e-02, 1.9658e-01, 7.3057e-02, -3.4250e-03,\n", - " 1.0161e-01, -2.0485e-01, -4.4438e-01, -1.3771e-01, 2.4808e-02,\n", - " -5.0941e-02, -1.0131e-02, 4.5327e-02, -3.3211e-02, -4.7713e-01,\n", - " -1.6515e-02, 7.4324e-02, -7.2911e-03, -5.3092e-02, -4.1062e-01,\n", - " 1.3993e-01, 2.5817e-02, -1.0724e-01, 1.7570e-01, 2.1616e-01,\n", - " -1.5296e-01, 2.7083e-01, -1.4839e-02, -1.0560e-01, 2.0992e-01,\n", - " -4.5541e-02, -1.4404e-03, -1.0828e-01, 3.7944e-01, -4.4545e-01,\n", - " -8.3426e-02, 2.5700e-02, -1.1545e-01, 1.8037e-02, 4.5124e-01,\n", - " 4.5544e-01, -7.6599e-02, -5.1814e-01, -2.3105e-01, -3.4333e-01,\n", - " -2.5391e-01, -1.0514e-01, -6.8976e-01, -2.4903e-02, -3.0981e-02,\n", - " 1.8063e-01, -3.1927e-01, 9.7697e-03, -6.9312e-02, 6.1190e-02,\n", - " -1.1520e-01, -1.1271e-01, -2.5957e-01, -3.1717e-01, 1.0558e-01,\n", - " 4.3947e-01, -7.6503e-02, -6.4820e-02, 4.7144e-02, 1.8547e-01,\n", - " 1.5746e-01, 5.9137e-02, -7.3088e-02, -3.0072e-01, -2.0099e-02,\n", - " 3.7238e-02, 2.0446e-01, -2.6364e-02, -3.6781e-01, 1.2785e-01,\n", - " 8.3428e-02, 2.7091e-02, 5.1193e-02, -8.9677e-02, 1.0018e-01,\n", - " 6.7975e-02, 2.7182e-02, 1.7417e-01, 3.6349e-02, -1.0666e-02,\n", - " -9.7597e-02, 2.5913e-01, -2.9609e-02, -1.6502e-01, -7.2166e-02,\n", - " 4.5434e-01, 2.6722e-01, -3.1446e-02, 6.9002e-04, 1.6192e-02,\n", - " -6.9384e-02, 2.2055e-01, 2.5349e-03, -2.1836e-01, -1.3653e-01,\n", - " 7.7483e-03, -1.9766e-02, -2.4542e-01, 1.1201e-02, -8.4689e-02,\n", - " 7.7583e-02, -6.3207e-03, -2.3186e-01, -1.9485e-01, -8.5469e-02,\n", - " -1.1519e-02, -1.5356e-01, -2.7503e-01, -1.5000e-01, -1.5991e-01,\n", - " -2.1353e-01, 1.0099e-01, -9.0743e-03, -1.9906e-02, 4.0735e-02,\n", - " -5.0685e-01, 3.2613e-02, -6.7391e-01, -2.2070e-01, 9.2765e-02,\n", - " 3.0357e-02, 1.5614e-01, 1.6793e-01, -8.3079e-02, 9.9496e-02,\n", - " 9.0105e-02, -2.1119e-02, 7.3743e-02, -6.5277e-03, 1.9689e-01,\n", - " -1.6058e-01, -1.8474e-01, 1.4698e-01, -5.9425e-02, 1.6863e-01,\n", - " -2.2361e-01, 6.3453e-02, -9.1655e-03, 6.2374e-02, -6.4075e-03,\n", - " 5.7049e-02, -5.1457e-02, -3.0404e-01, -5.3524e-02, 4.3208e-02,\n", - " -7.8506e-02, -5.6192e-02, 5.7297e-02, 5.5266e-02, 9.6185e-02,\n", - " 3.4448e-02, -1.0176e-01, -1.4598e-01, 2.3241e-02, 1.3750e-01,\n", - " -2.0221e-01, -1.6544e-01, -7.1958e-02, -2.2976e-02, 3.3743e-01,\n", - " 7.9972e-02, 2.1842e-02, -1.1671e-01, 9.4836e-02, -3.4166e-01,\n", - " 1.6470e-01, -2.6415e-01, -9.4910e-02, 2.7009e-02, -3.3320e-01,\n", - " -6.8091e-01, 7.5028e-02, 6.4853e-02, 5.4892e-03, 3.9192e-01,\n", - " 1.1877e-01, 1.3241e-01, -5.7541e-01, -1.0217e-01, -1.2964e-01,\n", - " -3.0428e-01, 2.4892e-01, -1.1730e-01, -2.7766e-01, -1.9551e-01,\n", - " -4.1652e-02, 3.1863e-02, -1.6015e-01, -1.4922e-01, -2.0807e-01,\n", - " 1.5892e-01, -1.2411e-01, 2.7970e-01, 3.7367e-02, 3.3457e-01,\n", - " 1.2860e-01, -3.4058e-01, 7.1666e-02, -3.7943e-02, 7.5196e-02,\n", - " -5.3702e-02, -3.3050e-01, 3.3243e-02, 5.8255e-02, -2.9149e-02,\n", - " -2.7766e-01, -3.3492e-01, -2.9865e-01, 2.3413e-01, 1.9511e-01,\n", - " 9.4495e-03, -8.8250e-03, 1.7656e-01, -1.3726e-01, 2.3351e-02,\n", - " 1.7813e-01, 1.0284e-01, -2.5077e-02, 1.9352e-01, 6.4153e-02,\n", - " -1.0598e-01, -2.6269e-01, 5.2063e-01, -3.9139e-01, 4.4295e-01,\n", - " -1.1494e-01, -2.9420e-01, 1.9228e-02, -9.4492e-02, -4.2887e-02,\n", - " 1.7346e-01, -1.5861e-01, -5.9501e-01, -1.1564e-02, 1.4171e-02,\n", - " 8.7166e-02, -1.8183e-01, -6.6445e-02, 1.3945e-01, 2.8050e-01,\n", - " -3.1854e-01, -1.1873e-01, 2.7710e-02, -1.6822e-01, 6.1864e-02,\n", - " 1.4593e-02, -3.2407e-02, -2.0872e-01, -1.5628e-02, 1.3048e-01,\n", - " -3.9282e-01, -5.8181e-02, -1.2849e-01, -1.9700e-01, -1.3195e-01,\n", - " -2.1114e-01, 2.1549e-01, -2.7915e-01, 6.9659e-02, 6.5505e-03,\n", - " 2.4419e-01, 1.1124e-01, -8.3919e-02, 2.0721e-02, 9.5978e-02,\n", - " 6.1980e-02, 7.3541e-02, -4.3105e-01, 1.3909e-01, -7.1828e-02,\n", - " 3.4558e-01, -2.7331e-01, -2.4223e-01, -1.3868e-01, 1.1788e-01,\n", - " -1.4731e-01, 5.4330e-01, 1.1615e-01, 9.8175e-02, 1.5034e-01,\n", - " 6.9186e-02, -4.5157e-02, -1.3912e-02, -3.6525e-02, -5.7362e-02,\n", - " -4.4169e-01, -5.9358e-02, -1.2085e-01, -9.5507e-02, -7.2091e-04,\n", - " 3.9246e-02, -4.7359e-02, -1.2102e-01, 5.0623e-01, -8.3436e-02,\n", - " 1.7912e-01, 2.4099e-03, -2.1634e-01, 6.6200e-02, -1.7729e-01,\n", - " 7.1395e-02, 1.7143e-02, 5.8707e-03, 1.1266e-02, 3.5963e-04,\n", - " -1.3030e-02, -7.3621e-02, 3.7828e-02, -8.5985e-03, 1.1140e-02,\n", - " 1.4251e-01, -3.2820e-02, 6.1080e-02, -5.2495e-02, 4.8222e-02,\n", - " 3.7073e-02, -3.2947e-02, 4.4077e-02, 1.0697e-01, 4.9784e-02,\n", - " 4.4684e-03, -1.2673e-01, -2.5545e-02, -9.6202e-02, 1.1449e-01,\n", - " -2.2548e-02, -3.9202e-02, 1.2497e-03, 1.2455e-01, 1.1281e-01,\n", - " -1.9743e-02, -3.1865e-01, 1.5769e-01, 1.2117e-02, -5.8050e-02,\n", - " -8.8862e-02, 7.7172e-02, 2.2303e-02, -9.5205e-02, 1.3260e-01,\n", - " 1.7029e-01, 2.1987e-01, 7.9742e-02, -1.1708e-01, 1.0673e-01,\n", - " 5.0743e-02, 6.5151e-02, -1.0822e-01, 1.5013e-01, 7.2626e-02,\n", - " -2.4888e-02, -1.8375e-01, -9.8543e-02, -5.9293e-02, 8.6866e-02,\n", - " 9.2245e-02, 1.6372e-01, 1.0295e-01, -1.3581e-01, -1.4312e-01,\n", - " 1.1371e-02, -1.6080e-01, 1.8371e-01, -1.9611e-04, -6.9717e-02,\n", - " 1.1716e-01, 4.2109e-02, -6.3654e-02, 6.1702e-02, -5.0561e-03,\n", - " 3.2653e-03, -7.2763e-02, -1.2754e-01, -2.6196e-01, 2.0856e-01,\n", - " 8.2906e-03, 2.5825e-01, -5.1569e-02, 2.9764e-02, 1.1345e-01,\n", - " -9.0083e-02, 9.9565e-02, -1.5521e-01, 2.2217e-03, -8.9728e-02,\n", - " 5.7571e-02, -8.7458e-02, 1.5919e-01, -1.6533e-01, 2.6503e-01,\n", - " 1.6130e-01, 1.2797e-01, -1.8697e-01, 1.1448e-01, -1.6352e-01,\n", - " -2.3397e-01, -1.3850e-01, 2.6184e-01, 2.1435e-02, -7.0114e-02,\n", - " 4.2699e-02, -1.1470e-01, -2.1933e-02, 3.5323e-03, 4.1536e-02,\n", - " -8.7469e-02, 6.3322e-02, 2.2035e-01, -1.6161e-01, 4.8012e-02,\n", - " 1.4501e-01, -1.7483e-02, -8.3329e-02, 1.5702e-02, 7.2777e-02,\n", - " 3.2687e-02, -1.3523e-02, -6.9254e-02, -1.1396e-01, 1.2454e-01,\n", - " 1.6556e-01, -2.1162e-01, 4.1854e-02, 6.0914e-02, -1.4645e-01,\n", - " 1.0957e-01, -2.3107e-01, -1.0067e-01, 6.6203e-02, -7.3750e-03,\n", - " -3.0133e-03, 3.2944e-04, 3.3463e-02, 5.1293e-02, -1.6595e-02,\n", - " -8.5473e-02, 3.0555e-02, 5.9594e-03, 5.0526e-02, 2.1773e-02,\n", - " 3.4996e-02, -5.3039e-01, -2.2724e-02, 1.0150e-01, -4.6939e-01,\n", - " -1.0696e-01, -2.8999e-01, -4.9810e-02, 1.4842e-01, -8.3052e-02,\n", - " -3.4358e-01, 4.0052e-02, -5.5287e-02, 5.1120e-02, -1.4942e-02,\n", - " 1.4350e-01, 1.3931e-02, -3.3469e-03, -9.7249e-02, -2.1292e-02,\n", - " -1.0404e-01, 1.5052e-01, 1.5975e-01, -1.2644e-01, 1.6340e-01,\n", - " -1.7071e-02, -7.7784e-02, -2.0277e-01, -2.1792e-01, 4.4495e-02,\n", - " 5.0952e-02, 6.3807e-02, 1.0606e-01, 8.9483e-02, -1.9034e-01,\n", - " 1.0966e-01, 3.6922e-02, -1.0770e-01, 3.1731e-02, -1.0052e-01,\n", - " 2.2133e-01, 4.2732e-02, 8.1774e-02, 2.4072e-01, 1.2801e-01,\n", - " 8.1579e-03, 2.9192e-01, -2.3934e-01, -1.7754e-01, -5.0421e-02,\n", - " -2.9777e-02, -1.4580e-01, -4.0102e-01, -2.1320e-01, 8.7705e-02,\n", - " 1.5821e-01, -1.9396e-02, 3.5607e-02, -3.6660e-02, 4.0222e-02,\n", - " -4.8675e-03, 4.7009e-02, 9.0438e-02, 1.1703e-01, 5.8537e-01,\n", - " -2.7354e-02, 1.7577e-02, 1.8256e-01, 1.1915e-04, 1.1047e-01,\n", - " -5.5049e-01, -6.4358e-02, 2.3941e-01, -5.5972e-02, -1.9534e-01,\n", - " -1.3647e-02, -1.1374e-01, -6.3335e-02, -2.7919e-01, -1.1071e-02,\n", - " 2.6786e-02, 8.3372e-02, 6.9232e-02, 1.6047e-01, 4.4274e-02,\n", - " 6.6680e-02, 7.7027e-03, 6.3575e-02, 6.9172e-03, 9.7828e-02,\n", - " 1.0744e-01, 2.2728e-01, -1.1762e-01, 3.0240e-02, -1.0964e-02,\n", - " -2.4585e-02, 8.2362e-02, -1.5786e-02, 4.8151e-02, 8.5376e-03,\n", - " -3.5986e-02, -2.1137e-02, -1.1306e-01, 6.2723e-02, 4.1799e-01,\n", - " -2.6009e-02, 1.5687e-01, 7.7387e-02, 8.0731e-02, 7.2121e-03,\n", - " -1.2050e-01, -7.3375e-02, -4.5346e-02, -3.4477e-02, -1.4028e-01,\n", - " -1.1046e-01, 2.2811e-01, 1.3097e-01, 1.3552e-01, 1.3549e-01,\n", - " 1.5452e-01, 3.1346e-02, -9.8578e-04, -1.0980e-01, 5.0071e-02,\n", - " -2.0861e-01, 6.5557e-02, 2.0105e-01, 4.2299e-01, 7.2049e-02,\n", - " 3.2955e-03, -5.4672e-02, -9.7353e-02, -9.6388e-02, 2.2037e-02,\n", - " -7.1076e-02, -8.6735e-02, 1.2041e-01, -1.8237e-01, -7.0892e-02,\n", - " -1.0739e-01, -8.3164e-02, 1.0449e-02, 2.7633e-01, -5.9906e-02,\n", - " -2.1760e-02, -3.0034e-01, 1.0486e-01, -1.7821e-01, 2.0742e-01,\n", - " -1.8090e-02, -3.9532e-02, -1.7635e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.5669e-05, 3.4639e-03, -1.7606e-03, -6.1321e-03, -4.4075e-04,\n", - " -1.0080e-02, -3.2522e-03, -1.7675e-02, -5.4859e-03, -4.5600e-03,\n", - " -6.7883e-04, 3.8891e-03, 8.5853e-04, 6.6393e-03, 6.0413e-03,\n", - " 1.9409e-03, 5.3404e-03, 7.4494e-03, 5.1368e-03, -9.1777e-03,\n", - " -1.6565e-03, 9.4879e-03, 4.0916e-04, 6.0253e-03, 1.0542e-02,\n", - " 9.6418e-03, 2.2060e-03, 4.7364e-04, 6.9511e-03, -9.4067e-03,\n", - " 6.8628e-03, -6.1031e-03, 7.8670e-03, -2.0439e-03, 1.0763e-02,\n", - " -2.8751e-03, -2.0117e-03, 9.4138e-03, 4.1174e-04, 2.3807e-04,\n", - " -1.3319e-02, 1.6867e-03, -3.2365e-03, -3.3261e-03, -1.4689e-02,\n", - " 5.5889e-03, -1.1555e-03, 8.9306e-03, 8.7013e-03, -1.1783e-02,\n", - " -1.4563e-03, 1.1973e-03, 7.5595e-03, -2.4179e-03, 1.0672e-02,\n", - " -1.7940e-02, -1.3377e-02, -1.3433e-02, -7.3513e-03, -7.3457e-03,\n", - " -1.8622e-03, 2.7519e-03, 5.0020e-03, 1.0427e-02, -5.7135e-04,\n", - " -5.9187e-04, 4.5891e-03, -8.8726e-04, -1.2746e-03, 5.0844e-03,\n", - " -2.7057e-03, 1.3189e-03, -1.6475e-04, -1.1119e-03, 5.5985e-03,\n", - " -4.9406e-03, 3.7862e-03, -6.7875e-03, 4.6970e-04, -6.7539e-03,\n", - " 8.3364e-03, 3.7716e-03, -2.4997e-03, 8.0410e-04, 3.0885e-03,\n", - " 3.3329e-03, -6.7487e-03, 8.6840e-03, 7.7496e-03, 3.0665e-03,\n", - " 1.2676e-02, -1.0153e-02, 1.6449e-03, 3.8218e-03, -2.1450e-03,\n", - " -7.1615e-03, 6.5499e-03, 1.0837e-03, -1.3378e-03, 9.2412e-03,\n", - " 1.2090e-03, 6.1326e-03, -6.6422e-03, 2.2453e-03, 6.4785e-03,\n", - " 3.9795e-03, 2.8081e-06, -3.0143e-03, 8.1540e-03, 8.8105e-04,\n", - " 3.7542e-04, 4.9643e-03, 1.0345e-02, -3.7010e-04, -6.3191e-03,\n", - " 4.4557e-03, 7.4537e-04, 6.0964e-03, 1.9213e-03, 5.6962e-03,\n", - " -5.2435e-03, -7.7729e-03, 3.4943e-03, -2.9346e-03, 5.4009e-03,\n", - " -1.0665e-02, -3.3712e-03, -2.2596e-03, 1.5614e-03, -8.6649e-03,\n", - " 2.3536e-03, 3.8799e-03, 4.9110e-03, -5.2326e-04, -6.6357e-03,\n", - " 9.6051e-03, 6.4764e-04, -3.0169e-03, -7.9067e-03, -1.8461e-03,\n", - " 6.3218e-03, 5.9521e-04, -3.5927e-03, 8.0378e-04, -1.7673e-04,\n", - " 7.1615e-03, 3.2898e-04, 2.7382e-03, 3.2918e-03, 5.0874e-04,\n", - " 4.2694e-03, -4.7455e-03, 3.9440e-03, -4.4855e-03, -1.3361e-02,\n", - " 8.2650e-03, -3.6807e-04, 4.9181e-03, 1.2447e-04, -4.6639e-03,\n", - " 1.2016e-03, 2.8459e-03, -6.0108e-03, -4.2791e-03, 2.6216e-03,\n", - " 1.8052e-03, -2.5400e-03, 5.6218e-03, 5.3526e-03, -4.4593e-03,\n", - " 3.0894e-03, -7.7596e-04, 4.1723e-03, 1.1081e-02, 1.9043e-03,\n", - " 5.2073e-03, -7.6783e-03, -1.3204e-02, 1.3742e-04, -5.5318e-04,\n", - " 2.4090e-04, 9.6265e-04, -5.4841e-03, -4.5062e-03, -1.1912e-02,\n", - " 1.6998e-03, -7.0533e-05, 2.5611e-03, 2.7252e-03, -1.3919e-02,\n", - " 3.6957e-03, 1.3268e-03, 6.3812e-03, -3.5864e-03, -7.4739e-03,\n", - " 9.0044e-04, -1.2028e-02, 7.3490e-03, 5.6968e-03, -4.6038e-04,\n", - " 3.9802e-03, 1.0587e-02, -1.2554e-02, -7.3052e-03, 1.0297e-02,\n", - " 3.9194e-03, -4.9042e-03, -6.7571e-03, -1.7079e-03, -1.6630e-03,\n", - " 4.2663e-03, 1.1604e-03, 1.2698e-02, 6.3413e-03, -3.4935e-03,\n", - " 1.2298e-03, 1.4143e-03, 3.7145e-03, 3.5801e-03, -5.7240e-03,\n", - " -7.7197e-03, -3.2464e-03, 7.2404e-03, -2.4303e-03, 2.8287e-03,\n", - " 2.3355e-03, 1.9349e-03, 5.7983e-03, 2.7011e-03, -1.7082e-04,\n", - " -1.2821e-02, 4.9014e-03, 1.0227e-02, -3.1818e-03, -8.2275e-03,\n", - " 2.8194e-03, -6.2938e-04, -1.3993e-03, -2.1046e-03, -7.5983e-03,\n", - " 7.8048e-03, -2.4781e-03, -4.2341e-04, 4.1333e-04, -1.4549e-03,\n", - " -1.7987e-03, 1.0163e-02, -4.4163e-03, 2.0467e-03, 3.3964e-03,\n", - " 3.1573e-03, -2.0560e-03, 2.1874e-03, 2.7013e-03, -5.9836e-03,\n", - " -5.9605e-03, -9.7122e-04, -6.5404e-03, -1.3789e-02, 8.5798e-03,\n", - " 2.8332e-04, -1.7479e-03, -1.9193e-03, 6.3198e-04, 3.6983e-03,\n", - " 7.8350e-03, -1.6044e-02, -1.1651e-02, 2.0855e-03, 3.6429e-03,\n", - " 6.5784e-03, -7.7834e-03, 1.0718e-02, 3.2555e-03, -1.3430e-04,\n", - " -2.3128e-03, 3.7692e-03, 1.2252e-03, 4.8051e-03, -9.3499e-03,\n", - " -9.7817e-04, 7.9742e-03, 2.5609e-03, -2.3969e-03, 1.6685e-04,\n", - " 3.8161e-03, -3.6717e-04, 5.8441e-03, -1.2149e-03, 7.5866e-03,\n", - " 2.9462e-03, -3.6200e-03, 1.5756e-02, 4.8030e-03, -1.7517e-03,\n", - " -6.4829e-03, 2.9404e-03, -2.2235e-03, 1.3611e-02, -2.4987e-03,\n", - " 6.7100e-03, 3.3878e-03, 5.3989e-03, 6.5018e-03, -7.5397e-03,\n", - " 5.1439e-03, -4.0719e-03, -8.6506e-03, 7.8634e-04, 9.1205e-04,\n", - " 1.6826e-02, -3.8839e-03, -9.1145e-03, -1.4272e-03, 3.6729e-03,\n", - " 1.3873e-02, 6.4086e-03, 6.8559e-03, -1.3401e-03, -2.9170e-03,\n", - " -8.0480e-03, -3.3532e-03, 1.0546e-03, 7.4277e-03, -6.9164e-03,\n", - " -2.4614e-03, 9.9150e-04, 6.9982e-05, 4.1520e-03, -1.8931e-03,\n", - " -2.1256e-03, -6.2985e-03, 1.1242e-03, 1.1983e-02, 5.6493e-03,\n", - " -3.5371e-03, -1.1784e-02, -1.3236e-02, -5.7319e-03, 3.8579e-03,\n", - " 1.3528e-02, 9.3719e-03, -1.1379e-02, 4.8702e-03, -4.6602e-04,\n", - " -7.4267e-03, -9.4812e-04, 2.7112e-03, -9.7829e-04, -5.0918e-03,\n", - " 4.3031e-03, -2.1116e-04, -1.4919e-02, -4.9922e-03, -9.2904e-03,\n", - " -1.0655e-03, -3.6225e-03, -1.2977e-02, 2.3088e-03, -2.3918e-03,\n", - " -2.5506e-03, -4.9470e-04, -3.2454e-03, 4.2599e-03, -2.8124e-03,\n", - " -7.3443e-03, -7.4736e-03, 1.4808e-02, 3.8825e-03, -1.3126e-02,\n", - " 3.6597e-03, 1.1642e-03, -1.5622e-02, 3.4366e-03, -3.2052e-03,\n", - " 3.7092e-03, -8.6618e-03, 1.7725e-03, -8.1583e-03, 2.9460e-03,\n", - " 5.4536e-03, -4.1814e-03, -1.3725e-03, -1.1748e-03, -3.9166e-03,\n", - " -5.5250e-03, 7.4509e-03, 1.0152e-03, 3.5481e-03, 1.4679e-04,\n", - " -7.5373e-03, 2.4505e-03, 1.4469e-02, -9.2050e-04, -3.4448e-03,\n", - " 5.5257e-03, -1.4814e-03, -1.0224e-02, -2.8918e-04, -5.2960e-03,\n", - " -3.7574e-03, -6.6488e-03, -1.1604e-02, 4.2734e-03, 1.1483e-02,\n", - " -2.2237e-03, -5.5621e-03, -1.6145e-03, -2.9224e-03, -1.5351e-03,\n", - " 1.2854e-02, -7.4421e-03, 7.5455e-03, -2.4450e-03, 9.4793e-03,\n", - " -6.1770e-03, -7.1172e-03, 1.0471e-02, 7.8631e-03, -1.3038e-03,\n", - " 3.3504e-03, 8.5362e-03, -1.0477e-03, -3.8880e-03, -2.4888e-03,\n", - " 4.9368e-03, -8.1197e-03, 9.9427e-04, -4.7025e-03, 4.1713e-03,\n", - " -7.2387e-03, 6.6660e-03, -2.8491e-04, -1.2936e-02, -6.7687e-04,\n", - " -2.5540e-03, -4.1334e-03, -2.4108e-03, -5.5863e-03, 1.6830e-03,\n", - " 8.4679e-03, 3.2575e-03, -3.3480e-03, 5.7803e-03, 6.6457e-03,\n", - " -1.2165e-03, 1.1336e-02, -9.1204e-04, -9.3450e-03, 1.4828e-03,\n", - " -1.4581e-03, 2.0117e-02, -2.2350e-03, 6.7275e-03, 5.0853e-03,\n", - " -6.8267e-03, -4.5125e-03, 8.5065e-03, 2.9726e-04, 2.6864e-03,\n", - " -1.0950e-02, -2.3379e-03, 1.8809e-03, 3.9471e-03, -5.5182e-03,\n", - " -8.8502e-03, -1.0496e-02, -4.1959e-03, 1.0171e-02, 6.4402e-03,\n", - " 7.6755e-03, -7.6814e-04, 3.3936e-03, -6.1212e-04, -2.8144e-03,\n", - " 3.6434e-03, -1.8301e-03, -3.5509e-03, -1.2277e-03, 7.5024e-03,\n", - " 2.6931e-03, -5.8733e-03, 6.2162e-03, 9.3946e-04, 1.1192e-02,\n", - " -2.1002e-03, -1.1239e-02, 6.0676e-03, -1.4406e-03, -5.8555e-04,\n", - " -9.2073e-03, -9.7838e-03, 7.4165e-04, 4.0356e-04, 5.3463e-03,\n", - " 4.1307e-04, -9.0878e-03, -6.8219e-04, 7.6987e-03, 5.8444e-03,\n", - " -2.4530e-03, 7.1749e-03, 1.0216e-02, 1.9995e-04, -2.6142e-03,\n", - " -3.2511e-03, -3.0014e-03, -1.8648e-03, 2.3605e-03, -5.5304e-03,\n", - " -4.4011e-03, 2.6851e-03, 9.9579e-04, 6.2637e-03, 9.9530e-05,\n", - " 3.2087e-03, 3.1528e-03, -1.1184e-03, -5.3084e-03, -6.1962e-03,\n", - " -3.9060e-03, -1.9280e-03, 4.5608e-03, -5.9172e-03, 6.8239e-04,\n", - " -7.0322e-03, 3.1807e-03, 8.3071e-03, 3.0717e-03, 1.7928e-03,\n", - " -8.4107e-03, 2.5259e-03, -1.8203e-03, 4.1147e-03, 4.0052e-03,\n", - " 2.2913e-03, 5.9351e-03, -1.4575e-03, -1.0328e-03, -7.5893e-04,\n", - " -3.8978e-03, 5.9926e-03, -1.9657e-03, -3.6788e-03, 3.4157e-04,\n", - " 5.4530e-03, 1.3763e-03, -1.0285e-03, -7.5862e-03, 6.7878e-03,\n", - " -5.5648e-03, 2.2531e-03, 2.8556e-03, -2.9084e-03, -6.7986e-03,\n", - " 6.1615e-04, 8.0604e-03, 1.0222e-03, 3.4316e-03, -2.2939e-03,\n", - " -2.2121e-03, -3.5766e-03, -2.5128e-03, 3.3710e-03, 1.0341e-03,\n", - " -6.1566e-05, 1.2589e-04, -7.8522e-03, -1.0214e-03, 5.0569e-03,\n", - " -8.7669e-03, -1.9756e-03, -2.2227e-03, -3.5058e-03, -1.1899e-03,\n", - " -8.6366e-03, -2.2831e-03, -1.0249e-02, -8.4824e-03, 1.5228e-02,\n", - " 1.2078e-02, 1.0698e-02, -1.5696e-02, -8.6756e-03, 1.7731e-02,\n", - " -7.0623e-03, -1.3727e-02, 1.0227e-02, 5.0372e-03, 1.5536e-02,\n", - " -5.2715e-03, -5.0985e-03, -4.4135e-05, 2.4728e-03, 8.3796e-03,\n", - " 8.3047e-03, -5.1402e-04, -1.6888e-02, 4.7402e-03, 5.0533e-03,\n", - " -3.9051e-03, -1.0703e-02, 8.8101e-03, -1.8548e-04, -1.6051e-02,\n", - " -4.2856e-04, -6.6881e-04, -9.1617e-03, 1.6202e-02, -7.0617e-03,\n", - " 3.6559e-03, -7.1025e-03, 3.8613e-03, 7.1007e-03, -5.0604e-03,\n", - " 2.0519e-04, 2.5296e-02, 1.1119e-02, 1.0369e-02, 7.6319e-03,\n", - " 3.4981e-03, -1.0297e-02, 2.0773e-03, -1.1659e-02, 1.2977e-02,\n", - " 1.3192e-02, 1.1362e-02, 1.0453e-03, -1.1043e-02, 4.3622e-03,\n", - " 1.6621e-03, -1.9261e-03, -1.7855e-02, -1.3278e-03, 3.3072e-04,\n", - " 4.7950e-03, -1.2542e-03, 4.9145e-03, 7.5284e-03, -2.4942e-03,\n", - " 9.9862e-03, 8.0355e-03, 4.3321e-03, 1.2416e-02, 7.6399e-03,\n", - " -5.3839e-03, 9.1466e-03, 6.4775e-03, 1.3486e-05, 1.3839e-02,\n", - " -4.8555e-03, 8.9237e-03, -2.0714e-03, -6.5818e-03, 9.0126e-03,\n", - " 3.9993e-03, 1.2369e-03, -5.7534e-03, 5.8314e-04, 5.8248e-03,\n", - " -6.6138e-03, 1.6026e-03, -3.4453e-03, 2.2482e-03, -3.3122e-03,\n", - " 1.3418e-03, -4.8673e-03, -6.7421e-03, 5.9645e-03, 1.9944e-03,\n", - " -1.2827e-02, 8.6705e-03, -3.8243e-03, 1.5297e-02, 9.7478e-03,\n", - " 6.2413e-03, 1.3095e-02, 2.4084e-03, -1.6346e-03, -3.4337e-04,\n", - " -1.0026e-02, -7.6160e-03, 2.2998e-03, 5.1670e-03, 5.2094e-03,\n", - " -7.5608e-03, -3.7930e-03, 7.8396e-03, 6.9957e-03, -8.3375e-03,\n", - " -4.4893e-04, 2.5849e-03, 1.5873e-02, 1.2561e-03, -1.8992e-03,\n", - " -4.4821e-03, -4.4094e-03, -1.2212e-03, -6.3208e-04, 9.6256e-03,\n", - " -9.2272e-03, 4.8028e-03, -2.5373e-04, -1.4593e-02, 9.2847e-03,\n", - " 7.9161e-03, 6.9568e-03, -7.4314e-03, -2.7165e-03, 1.6280e-03,\n", - " 1.3595e-03, 5.6553e-04, -4.0750e-03, -4.2465e-03, -1.0115e-02,\n", - " -8.1923e-04, -5.6878e-03, 3.0217e-04, 3.3321e-03, 2.0782e-02,\n", - " -8.8998e-04, 4.1258e-03, 8.7113e-03, 4.5791e-03, 1.1935e-02,\n", - " -1.4454e-02, -1.8066e-02, -4.8329e-03, 1.7725e-03, -4.7939e-03,\n", - " 3.5011e-03, 8.5801e-03, 1.5569e-03, 6.5397e-03, 7.0527e-03,\n", - " 3.2847e-03, -1.2555e-02, 1.2475e-02, -1.1344e-02, -9.0128e-03,\n", - " 1.2159e-02, -7.6919e-03, 1.1240e-02, 1.8667e-02, 1.2395e-03,\n", - " 7.6517e-03, -6.0298e-03, 1.4258e-03, -4.3236e-03, -2.0976e-03,\n", - " -5.3602e-03, -4.0874e-03, 5.4110e-03, -1.4780e-02, -1.0553e-02,\n", - " -2.2428e-03, -9.1313e-03, 6.3676e-05, 7.1968e-03, 7.4263e-04,\n", - " 9.9307e-03, -7.7033e-03, 4.0412e-03, -1.1465e-04, 1.6323e-03,\n", - " 5.1087e-04, -6.3132e-03, 1.1255e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.8928e-02, 6.4250e-03, -3.6087e-02, 2.6427e-03, -2.4520e-02,\n", - " 8.7106e-03, -5.2263e-03, -2.2136e-02, 3.4373e-02, 3.5794e-02,\n", - " -3.1631e-04, 6.7685e-03, 2.2678e-02, 2.4428e-02, 2.0456e-02,\n", - " -1.5665e-02, -1.0588e-02, -2.9597e-02, -5.0205e-02, -2.0843e-02,\n", - " 9.0527e-03, -1.8869e-02, -1.0835e-02, 2.6565e-02, -2.4591e-02,\n", - " -6.7504e-03, 1.1461e-02, 1.0154e-02, -1.3511e-02, -3.5687e-02,\n", - " -2.2666e-02, -4.1856e-02, -5.6255e-03, -1.4619e-02, -4.9571e-03,\n", - " -4.4483e-02, -1.5654e-02, -2.3084e-02, 4.6396e-02, 5.0769e-02,\n", - " 4.8610e-02, -3.5109e-02, -1.9492e-02, 3.9821e-02, -4.1494e-02,\n", - " 2.3204e-02, 9.3603e-03, 4.3165e-02, -2.0589e-02, -4.0228e-02,\n", - " 3.1040e-02, -3.6712e-02, -1.8791e-03, 1.1276e-02, 2.2171e-02,\n", - " -2.2295e-03, 4.1345e-02, 4.4782e-02, -2.3902e-02, -1.9803e-02,\n", - " 3.0908e-02, 4.6999e-02, 4.9401e-03, -1.8596e-02, 3.1769e-03,\n", - " -3.6414e-02, -1.8910e-02, -1.8486e-02, -5.0802e-03, -6.0217e-02,\n", - " -4.5932e-02, -2.8969e-02, -1.1005e-02, -1.0525e-02, -1.4149e-03,\n", - " -1.8349e-02, 2.3009e-02, -3.4443e-03, 3.1566e-02, -2.4087e-02,\n", - " -1.1097e-01, -1.6259e-02, -3.5101e-02, 2.4543e-03, 7.8738e-03,\n", - " 9.0377e-03, 7.8583e-03, -2.3818e-02, 4.1421e-02, -1.8989e-02,\n", - " 3.3224e-02, 1.1954e-02, -2.7115e-02, 6.1054e-03, -6.7557e-02,\n", - " -6.5072e-03, 2.0453e-02, -2.7065e-02, -1.3757e-02, 2.4586e-02,\n", - " 3.7516e-02, -5.5119e-02, -1.2433e-02, 1.8206e-02, 3.5419e-02,\n", - " -3.3227e-02, -1.5576e-03, -6.2497e-03, -1.2372e-03, -1.9339e-03,\n", - " 4.9021e-02, 3.1425e-03, -1.1345e-02, -3.4212e-02, -1.3097e-02,\n", - " -1.0403e-02, 4.5694e-02, -8.8458e-04, -4.3328e-03, -5.0483e-02,\n", - " -6.2608e-03, 7.8077e-03, 4.5732e-03, -1.6242e-02, 2.9126e-02,\n", - " 2.6558e-02, 1.5598e-02, -2.8107e-02, -6.7817e-03, -5.5727e-02,\n", - " -5.5943e-02, 3.4623e-02, -4.2297e-02, 7.5304e-02, -4.2679e-01,\n", - " 2.4294e-02, -3.4287e-02, -9.9917e-02, -7.4658e-02, 1.9612e-02,\n", - " 3.0210e-02, 2.5270e-02, 1.4531e-01, -1.1318e-02, 9.7475e-03,\n", - " 6.7754e-03, -2.6597e-02, 7.5265e-02, 2.6959e-02, -1.2919e-01,\n", - " -8.1433e-02, -7.9527e-02, 1.0795e-01, 3.0857e-02, 6.1545e-02,\n", - " 9.1433e-02, -1.4918e-02, -8.5770e-03, -1.5583e-02, -6.5840e-02,\n", - " 7.1247e-03, -1.0344e-01, 5.5598e-02, -1.9210e-02, 9.9015e-02,\n", - " -5.3722e-02, -5.1335e-02, 9.4339e-02, -1.1485e-01, 3.4818e-02,\n", - " 2.9176e-02, -1.1607e-01, -4.2199e-02, 7.5650e-02, -2.7296e-02,\n", - " -7.2096e-03, 6.3197e-02, -1.1070e-01, 5.4696e-02, 4.4346e-02,\n", - " 8.9871e-02, -6.7862e-02, -6.2581e-03, 8.5896e-02, 9.1326e-02,\n", - " 4.3400e-03, 1.1918e-01, 9.5094e-02, -2.4699e-02, 2.3946e-01,\n", - " -2.2072e-02, -3.0153e-02, 3.1778e-02, -1.5740e-02, -1.1354e-02,\n", - " 8.0509e-03, -8.9999e-03, 3.4853e-03, 1.5241e-03, 2.9698e-03,\n", - " 8.5340e-03, -5.7973e-03, -1.3635e-03, 5.4865e-03, 9.7192e-03,\n", - " -7.6736e-04, -1.0212e-02, -7.6212e-03, 1.3071e-03, 2.6827e-03,\n", - " 6.7219e-03, -2.2823e-02, -3.4491e-02, -2.0765e-02, -2.3974e-03,\n", - " -5.9103e-03, 2.0696e-02, -1.4267e-02, -9.0430e-03, 1.9152e-02,\n", - " -1.3758e-02, 1.2699e-02, -3.0979e-03, 1.1826e-03, 1.3063e-02,\n", - " -1.9296e-02, -1.4987e-03, 1.5602e-02, -4.0193e-03, -1.6374e-02,\n", - " 3.6784e-03, -8.1125e-04, 1.2639e-02, -3.3293e-02, 2.7097e-02,\n", - " -2.9319e-03, -2.4749e-03, -5.6019e-03, -1.8659e-02, 1.9774e-02,\n", - " -6.0444e-03, 1.0730e-03, -8.9020e-03, -2.4519e-02, -2.5099e-03,\n", - " 2.0677e-02, 8.0127e-03, -1.4672e-02, 1.3346e-02, -1.2279e-03,\n", - " -7.8777e-03, -3.3122e-03, 1.4286e-02, -1.3947e-02, -4.0466e-03,\n", - " -1.1798e-03, -2.1179e-02, 1.5195e-02, 1.5099e-02, 2.6390e-02,\n", - " 1.9045e-02, 7.4747e-02, -8.9122e-03, -3.7042e-02, -2.7115e-02,\n", - " -1.9907e-02, -1.1937e-02, 2.2061e-02, 1.7673e-02, -5.9050e-03,\n", - " -1.6134e-02, -2.8610e-02, -3.0203e-02, -2.8072e-02, 4.6289e-04,\n", - " 4.6101e-02, -4.6684e-03, -1.4187e-03, -1.9440e-02, -4.0631e-04,\n", - " -2.7333e-03, 3.6234e-03, 2.4783e-02, -1.0866e-03, 6.2653e-02,\n", - " -2.6466e-02, -4.0583e-02, -4.7600e-02, 1.9036e-02, 2.7644e-02,\n", - " -2.0271e-02, -2.3650e-03, -2.9081e-02, 3.3822e-03, 2.0345e-02,\n", - " -3.2979e-02, -3.2419e-02, -9.1740e-03, 7.2888e-03, 3.4267e-02,\n", - " -2.2923e-02, -1.5664e-03, -6.4432e-02, -2.2636e-02, 5.3572e-03,\n", - " 5.7717e-02, 1.5846e-02, -3.2223e-02, 4.9981e-02, 3.5354e-02,\n", - " -1.4878e-02, -7.6492e-03, -3.0729e-02, -1.5768e-02, 6.8971e-03,\n", - " 1.8376e-02, -1.5886e-02, 1.3967e-02, 2.2513e-02, -3.2362e-02,\n", - " 4.6240e-02, -4.6268e-02, -1.6453e-02, 8.6345e-02, -6.8723e-02,\n", - " -2.5146e-02, 1.8445e-02, -5.0425e-02, -1.0186e-02, -1.2901e-02,\n", - " 7.1878e-02, -2.9980e-01, 3.0242e-02, -1.0435e-02, 1.9748e-02,\n", - " -3.3232e-02, 2.0121e-01, -5.1763e-03, -1.6922e-02, -9.9091e-03,\n", - " -7.6954e-03, 5.2974e-02, 3.2717e-02, -8.2579e-03, 1.1296e-01,\n", - " 5.8338e-02, 1.8630e-02, -1.1507e-01, -8.3062e-03, -1.2145e-02,\n", - " 6.2234e-02, 3.5365e-02, 1.2263e-01, 8.5265e-02, -1.4460e-02,\n", - " -2.5631e-02, 5.5174e-02, 4.0320e-02, -2.9446e-02, -5.3710e-02,\n", - " -7.9709e-02, 2.7282e-02, -3.4947e-02, -2.9093e-02, 8.3831e-03,\n", - " 2.3203e-02, -4.2313e-02, 3.2532e-02, -8.5227e-02, 5.8802e-02,\n", - " 4.7500e-02, 3.7399e-02, 4.7554e-02, -1.1786e-01, 1.9795e-02,\n", - " -5.1543e-03, -1.1492e-02, 7.3882e-02, 3.9120e-03, 5.0728e-02,\n", - " -2.5778e-03, 8.7140e-02, -2.6789e-02, 3.5548e-02, 2.4353e-02,\n", - " 8.3703e-02, 1.6824e-02, 4.5147e-02, -1.4918e-02, -6.7792e-02,\n", - " -6.0514e-02, -2.3853e-02, 2.8170e-02, 8.5863e-02, -7.8028e-02,\n", - " 3.8012e-02, 5.1415e-02, -2.2834e-03, -8.8016e-03, 1.1854e-02,\n", - " 5.6361e-02, -3.5936e-02, -4.4917e-01, 1.2718e-01, -1.3418e-02,\n", - " -8.1954e-02, -1.7587e-02, -2.5649e-02, 6.2907e-02, -9.0576e-02,\n", - " 5.8267e-02, -1.6562e-03, -5.4279e-02, 7.1114e-03, 1.5910e-02,\n", - " 4.9400e-02, 6.2086e-02, -1.2349e-03, -4.9103e-02, 5.0096e-02,\n", - " -1.5162e-02, 6.2128e-02, -7.0462e-02, 4.6906e-02, -1.8102e-02,\n", - " -4.2066e-02, 7.2862e-02, -4.7973e-03, -7.8128e-02, -5.5631e-02,\n", - " -5.8616e-02, -2.1139e-02, 4.8331e-02, 1.9620e-02, 2.0710e-02,\n", - " 1.6144e-02, -1.5017e-02, -2.1188e-02, 3.2937e-02, -9.5130e-02,\n", - " 1.0705e-01, 4.7056e-03, 4.0160e-03, -9.2210e-03, -8.2552e-02,\n", - " -1.2056e-01, 2.9885e-02, 4.2291e-02, 7.5424e-03, -2.6417e-02,\n", - " 1.8278e-02, 6.5671e-03, -1.9314e-02, 1.1234e-02, 8.9791e-04,\n", - " -3.0367e-03, 1.3187e-02, 3.4200e-02, 1.0998e-02, 1.1461e-02,\n", - " 1.2755e-02, 4.1092e-02, -1.9407e-02, -1.0985e-02, 1.1463e-03,\n", - " -1.1716e-02, -2.0257e-02, -1.6552e-03, 3.5298e-03, -1.4161e-04,\n", - " 2.6267e-02, 9.5245e-03, -2.6921e-02, 1.1993e-02, 1.9397e-02,\n", - " -2.6265e-02, 2.3255e-02, 2.3587e-02, 2.6331e-02, 2.9057e-02,\n", - " 2.0335e-02, -8.5442e-03, -6.6706e-03, 1.3002e-02, -1.4796e-02,\n", - " 3.8096e-02, -1.4293e-03, -1.0802e-02, 2.2532e-02, 1.6324e-02,\n", - " 3.3287e-03, -2.5329e-03, 8.0914e-03, -1.5704e-02, -8.1367e-03,\n", - " 8.0492e-03, 6.3210e-03, 1.2887e-02, -1.5570e-02, -1.6245e-02,\n", - " 3.7748e-03, -9.4684e-03, 5.1092e-03, -1.5236e-03, -7.8516e-03,\n", - " 3.0148e-02, -4.6574e-03, -1.5652e-02, -1.8414e-02, -4.8857e-03,\n", - " 1.2938e-02, 1.3619e-03, 1.6399e-02, 3.7851e-02, 4.8976e-04,\n", - " 2.2249e-03, 3.5374e-02, -4.6371e-02, 3.1519e-02, 1.1191e-02,\n", - " 3.5942e-02, -3.4612e-03, -8.5393e-03, -1.8504e-02, 1.7272e-02,\n", - " 5.3372e-02, -1.5619e-02, -2.8099e-02, 1.0773e-03, 2.1760e-02,\n", - " 3.8248e-02, -4.7646e-03, 1.9283e-02, -6.7653e-03, -1.7880e-02,\n", - " 3.9084e-03, 3.5228e-02, 3.6506e-03, 7.3232e-03, 3.7074e-03,\n", - " 1.6152e-03, 2.7036e-02, -1.6412e-03, -4.4253e-03, -2.2397e-03,\n", - " 1.6211e-02, 4.3293e-03, 2.4323e-03, -2.3251e-02, 2.2354e-02,\n", - " 8.7723e-03, -1.9025e-02, -2.3427e-02, -1.9457e-02, 1.3040e-02,\n", - " 9.2839e-03, 1.6676e-02, -2.2715e-02, -4.9381e-02, -5.5905e-03,\n", - " -2.1866e-02, 1.8809e-03, 9.7890e-03, 1.1617e-02, -8.3639e-04,\n", - " -5.8671e-03, 3.4291e-04, -1.1437e-02, 2.5190e-02, -2.4310e-02,\n", - " -1.4565e-03, -3.8908e-03, -1.8908e-03, 2.8558e-02, 1.2183e-03,\n", - " 1.4245e-02, -8.8100e-03, -7.2727e-03, 9.8439e-03, -5.1429e-03,\n", - " 1.3028e-02, 1.3599e-02, -1.2123e-02, 1.0412e-02, -1.2215e-02,\n", - " -2.3549e-02, 3.0077e-02, 3.0083e-02, 1.9948e-02, 3.1362e-02,\n", - " 1.7224e-02, -1.7492e-02, -2.5001e-03, -2.3100e-02, -3.4183e-02,\n", - " 3.3668e-02, 1.1798e-02, -1.8933e-02, -4.0789e-02, -1.0059e-02,\n", - " -1.2587e-02, -5.6057e-02, -1.6766e-03, 8.0958e-03, 2.1528e-02,\n", - " 2.4575e-02, -1.1000e-02, -3.1954e-03, 2.3998e-02, -2.5706e-02,\n", - " -1.9263e-03, -3.0089e-02, 1.5664e-04, 1.4320e-03, -2.1507e-02,\n", - " -8.3506e-03, -3.6538e-02, 2.6479e-02, -5.2093e-03, -3.3479e-02,\n", - " 6.4125e-03, 1.4397e-02, 1.0152e-02, 8.6905e-03, -4.0108e-02,\n", - " -1.3341e-02, -1.9673e-02, 2.5824e-02, 1.6806e-03, 4.4675e-02,\n", - " -2.8879e-03, 2.0816e-02, -7.2220e-03, -2.1220e-02, 1.8921e-02,\n", - " 1.0352e-02, 3.5896e-02, 3.2982e-02, -1.2306e-02, -2.5565e-02,\n", - " 1.2702e-03, 5.2482e-03, 1.0748e-02, 1.0445e-02, -4.2175e-02,\n", - " -2.8956e-02, -9.8441e-03, 4.5921e-02, 5.3678e-03, 1.0464e-03,\n", - " 2.0961e-03, -3.3961e-02, -1.7477e-02, 1.2072e-02, 4.0617e-03,\n", - " 1.6742e-02, 4.2408e-02, -2.6830e-02, -1.9307e-02, -1.3830e-02,\n", - " -2.1352e-02, -1.7830e-02, 5.1964e-03, -9.1431e-03, 3.2547e-03,\n", - " 2.3162e-02, -6.5850e-03, -4.5545e-03, -1.3545e-02, -3.3110e-03,\n", - " 1.2560e-02, -1.8602e-02, -8.0113e-03, 7.2269e-03, -2.9990e-02,\n", - " -2.8031e-02, -1.7690e-02, -1.5990e-02, -4.3190e-03, 5.8396e-03,\n", - " 2.2739e-02, -1.1243e-02, -2.3899e-02, -9.9552e-03, -3.2969e-03,\n", - " 2.5843e-04, -5.0730e-03, -1.7659e-02, -2.7961e-02, -3.1366e-02,\n", - " -3.4438e-02, -1.9468e-02, 8.3128e-03, 1.5317e-02, -1.7636e-02,\n", - " -3.9919e-03, -3.8846e-03, 1.1868e-03, -6.3348e-03, 2.9717e-02,\n", - " -5.9271e-03, -2.4939e-02, 9.1898e-03, -6.9647e-03, 7.7740e-02,\n", - " 8.2349e-03, -1.8818e-03, -2.0718e-02, -3.8484e-02, 2.0732e-02,\n", - " -1.1053e-02, -1.8700e-02, 3.6481e-02, 1.5331e-02, -9.2603e-03,\n", - " 3.8407e-02, 1.4102e-02, -4.8100e-02, 8.3475e-03, -2.5904e-02,\n", - " -1.7927e-02, 4.1530e-04, -2.4523e-02, 7.8518e-03, 2.7492e-02,\n", - " -1.4832e-03, 4.7044e-03, -3.0004e-02, -3.1918e-02, -2.3863e-03,\n", - " 5.4427e-02, 6.8771e-03, 1.7696e-02, 2.0295e-02, 2.0656e-02,\n", - " -3.5771e-02, 4.6067e-02, -2.5592e-02, -8.0864e-03, 3.8550e-02,\n", - " 4.9336e-02, 1.3200e-02, 3.2137e-02, 5.6092e-02, 4.0812e-04,\n", - " -3.7615e-02, -4.6335e-02, -8.1233e-03, -3.0353e-02, -2.1916e-02,\n", - " -6.1130e-02, -1.6654e-02, 1.8767e-02, 5.5183e-02, -1.5565e-02,\n", - " 6.1049e-02, -6.5147e-02, -1.6593e-02, 1.8497e-02, -6.0566e-03,\n", - " 3.2047e-02, -2.2300e-02, 4.6605e-02, 2.9127e-02, -4.0899e-03,\n", - " -1.8908e-02, -1.2942e-02, 1.4077e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.4681e-02, -5.4066e-02, -6.2891e-02, 4.4840e-03, 2.4082e-02,\n", - " -7.3098e-02, -2.9787e-02, 4.5154e-03, -1.3620e-02, -3.0817e-02,\n", - " 4.0890e-02, -6.8334e-04, 2.9737e-02, -2.7498e-02, 2.0787e-02,\n", - " -1.0357e-01, -7.0940e-02, -7.5689e-02, 2.5420e-02, -2.7607e-02,\n", - " -7.9087e-02, 2.3951e-02, -6.2280e-02, -5.3199e-02, 1.2222e-02,\n", - " -3.9758e-02, 3.4428e-02, -2.7722e-02, 3.9835e-02, -5.5624e-02,\n", - " 2.7014e-03, -1.2508e-02, -8.2543e-02, 5.5015e-02, 4.0294e-04,\n", - " 2.5569e-02, 4.4042e-04, 5.6152e-02, -3.2360e-02, -4.6095e-03,\n", - " 2.6647e-02, 1.9164e-02, 2.1054e-02, -2.9984e-02, 4.1976e-02,\n", - " -1.4949e-03, -7.2505e-03, -4.2456e-02, 6.2808e-02, -1.1283e-02,\n", - " 5.2470e-02, -1.4231e-02, -9.6822e-02, 3.6358e-03, 4.6504e-02,\n", - " -1.5774e-02, -3.9079e-02, 4.1418e-02, 8.9697e-03, 7.3899e-02,\n", - " -1.9247e-02, 9.2285e-03, 2.2218e-02, -8.3857e-02, -3.0109e-02,\n", - " -9.7241e-03, 1.9096e-02, -1.4194e-02, -9.5801e-03, 4.7747e-02,\n", - " 2.3901e-02, -6.0742e-02, -1.5152e-02, 4.6145e-02, -7.9244e-02,\n", - " 1.1301e-01, 6.3320e-02, -8.3932e-02, -6.8041e-02, -5.4522e-02,\n", - " -6.2869e-02, 2.4266e-02, 9.2899e-04, -5.1252e-02, -5.6326e-02,\n", - " -5.5143e-03, 3.1643e-03, 1.1350e-02, 7.5113e-03, 3.6056e-02,\n", - " -1.0175e-03, 3.0507e-02, -1.5428e-01, -3.4266e-02, 4.4927e-02,\n", - " 6.1221e-03, 1.4266e-02, 2.0828e-03, -3.4110e-02, 1.4717e-02,\n", - " 2.1498e-02, -1.0509e-02, -8.6130e-02, 6.4144e-02, -2.4359e-03,\n", - " 7.6318e-03, 8.3538e-03, -2.1387e-02, 8.3970e-02, -1.0363e-02,\n", - " 3.9162e-03, 5.5387e-02, 6.2889e-03, 5.4142e-03, 2.0808e-02,\n", - " -2.4140e-02, -3.9297e-03, 5.0387e-02, -3.3358e-02, -6.9041e-02,\n", - " -2.7131e-02, 6.5914e-02, 1.5775e-02, -1.0327e-01, -4.7423e-02,\n", - " 2.3013e-02, -3.2198e-03, -1.6355e-02, 3.5229e-02, 8.8725e-02,\n", - " 6.2658e-03, -1.1406e-02, -7.4799e-02, -7.7722e-02, 1.6772e-02,\n", - " 1.3844e-02, -1.0805e-01, -2.7898e-02, -2.1714e-02, -1.0015e-01,\n", - " 2.0424e-02, -4.7858e-03, -2.3213e-02, 5.2894e-03, -6.1647e-02,\n", - " 5.1289e-02, -1.2153e-02, 5.2169e-02, -1.0038e-02, -4.7817e-02,\n", - " 9.6150e-02, 2.2410e-02, 1.3261e-02, 6.4548e-03, 2.2933e-02,\n", - " -3.2256e-02, -3.3254e-02, -3.7654e-02, -1.7746e-02, -8.6890e-02,\n", - " -3.2358e-02, 2.4124e-03, 2.0466e-02, 5.1601e-02, -2.6273e-03,\n", - " 1.7871e-02, -6.0208e-02, 5.2685e-03, 7.7299e-02, 1.0162e-03,\n", - " -3.0960e-02, 2.9450e-02, 3.6294e-02, -2.8493e-03, -1.3697e-02,\n", - " -3.4026e-02, -2.7654e-02, 2.6397e-02, 6.0340e-02, 4.1470e-02,\n", - " -4.1489e-03, -2.2562e-02, 2.7738e-02, -6.5800e-04, -7.8615e-03,\n", - " 5.4576e-02, -4.1042e-02, 2.7778e-02, -1.0358e-01, 7.5783e-03,\n", - " 2.7314e-02, 1.1898e-01, -6.1984e-02, 4.0939e-02, -3.7525e-02,\n", - " -1.1893e-01, -4.1150e-02, -1.0247e-01, -4.8443e-02, 5.7311e-02,\n", - " 7.1129e-02, -6.8642e-02, -1.4135e-02, 9.7113e-02, 2.3788e-02,\n", - " 5.8958e-02, 4.3074e-02, -4.6767e-02, -7.6072e-03, -3.2971e-02,\n", - " -4.9040e-02, 5.1826e-02, 9.0072e-03, -6.2082e-02, -1.6710e-02,\n", - " -5.8393e-03, 1.0344e-01, 5.7900e-02, -5.9893e-02, 6.6854e-02,\n", - " 2.9629e-02, -3.9012e-02, -3.8866e-02, -7.6514e-02, -1.1047e-02,\n", - " -9.2434e-02, -2.5678e-02, 6.9779e-02, -6.4792e-02, 2.5517e-02,\n", - " 6.7643e-02, -1.5618e-02, -5.4297e-02, 6.3464e-02, 2.3966e-03,\n", - " -2.5232e-02, -4.6245e-02, 5.8592e-02, -9.2165e-02, 3.8205e-02,\n", - " -2.9618e-02, -8.0456e-02, 1.1557e-01, 2.0671e-02, 6.8024e-02,\n", - " -1.4486e-02, -5.8533e-02, 5.5495e-02, 4.8581e-02, -2.6991e-02,\n", - " 1.0926e-02, -1.9179e-01, -5.8153e-02, -2.8856e-02, -1.1110e-01,\n", - " 7.6401e-02, 3.4105e-02, 3.1304e-02, -8.7253e-02, 3.3290e-02,\n", - " 3.9091e-02, 3.8653e-02, 3.5667e-03, 1.9834e-02, -5.1177e-03,\n", - " 1.0319e-01, -2.4676e-02, 3.2521e-02, -2.8721e-02, 2.0794e-02,\n", - " 2.5350e-03, -8.8907e-03, -2.6278e-02, -4.9622e-02, -6.3749e-03,\n", - " -5.7303e-02, -4.2266e-02, 2.5278e-03, -7.6742e-02, 4.0946e-02,\n", - " 2.6616e-02, -3.7431e-02, -1.8410e-02, 8.7063e-02, 1.9218e-02,\n", - " -3.5425e-02, -1.9042e-02, 6.4625e-02, 3.3676e-02, 3.3825e-02,\n", - " -7.7980e-02, -1.0784e-01, 2.3079e-03, 1.0262e-02, -4.0258e-02,\n", - " -2.0764e-02, -2.8118e-02, -2.6973e-02, -5.4145e-02, -2.8428e-02,\n", - " -1.6195e-02, 6.4060e-04, -6.9473e-03, 1.1217e-02, -1.9563e-01,\n", - " 7.3998e-02, -8.9053e-03, -1.4043e-02, 1.2157e+00, 3.2087e-02,\n", - " 4.0108e-02, 2.0360e-02, -3.8572e-03, 7.4940e-03, -5.0169e-02,\n", - " -6.1510e-02, -3.5024e-02, -2.4799e-02, 2.4922e-02, -3.0134e-02,\n", - " -6.1142e-03, -5.0137e-02, -6.3522e-02, 1.1062e-01, 8.8626e-03,\n", - " 2.0531e-02, -5.5657e-02, 4.3044e-02, -1.1003e-02, 4.9463e-02,\n", - " -3.7874e-02, -3.1286e-02, 1.4668e-03, -4.7391e-02, 8.3346e-02,\n", - " 1.1376e-02, -4.2750e-02, 2.3355e-02, 1.9958e-02, 4.7395e-02,\n", - " -6.2040e-02, -1.7714e-02, -1.0600e-01, 4.2801e-03, 2.0182e-02,\n", - " 4.4002e-02, 9.6383e-03, 3.8340e-02, -2.1841e-02, -4.7436e-03,\n", - " 3.7288e-02, 5.9915e-02, 5.7653e-03, 4.6285e-02, -1.6712e-02,\n", - " 1.2529e-02, -2.6969e-02, -8.3025e-02, 5.3555e-02, -2.9242e-02,\n", - " 6.8520e-02, -3.1568e-02, -2.0418e-02, -3.9028e-02, -3.9742e-02,\n", - " -2.5031e-02, -4.9433e-02, -7.5576e-02, -3.5555e-02, -9.7042e-05,\n", - " 2.8356e-02, 6.1653e-02, -6.0994e-03, 2.2635e-02, -3.4275e-02,\n", - " -3.2411e-02, 1.9559e-02, 1.1804e-02, 7.0637e-02, -6.9882e-04,\n", - " -3.5074e-02, 2.2629e-01, 8.4978e-03, 3.0544e-02, 1.4565e-02,\n", - " -2.2957e-02, 5.7673e-02, 1.7200e-02, -3.6492e-02, 4.5881e-02,\n", - " 2.8431e-02, -1.1186e-02, -5.1710e-02, 1.3281e-02, -5.1293e-02,\n", - " 2.1434e-02, 4.6834e-02, 2.2433e-02, -3.8009e-02, -1.5834e-02,\n", - " 7.3873e-02, 1.7258e-03, -1.0754e-01, -7.1107e-03, 6.5692e-02,\n", - " 1.3519e-02, -2.6093e-02, -1.1058e-02, -4.4562e-03, 1.5061e-02,\n", - " 1.8063e-02, 1.9262e-02, 2.2487e-02, 1.9683e-02, 2.6294e-02,\n", - " -2.8451e-02, -1.5648e-02, 6.6467e-02, 1.0338e-02, -4.9542e-02,\n", - " -9.9936e-03, 6.9006e-02, -3.9705e-02, 6.1353e-02, 2.1877e-02,\n", - " -5.0988e-02, -2.8155e-02, 1.5162e-02, 8.1590e-02, -1.2260e-02,\n", - " 6.1998e-02, 2.9923e-02, 7.1398e-02, -5.6479e-02, -2.0166e-02,\n", - " -2.6077e-02, -5.5910e-02, 4.4736e-02, 8.1582e-03, -5.4216e-02,\n", - " 2.6645e-02, 6.3330e-03, -8.6785e-03, 9.5597e-02, -2.9095e-02,\n", - " 3.6620e-04, 3.2107e-03, -1.7101e-02, 6.3900e-02, -3.5177e-02,\n", - " -5.4500e-02, 4.5418e-02, -2.5977e-02, 3.6403e-02, -8.0653e-03,\n", - " -2.5721e-02, 4.3829e-02, -9.6265e-03, 5.3269e-02, 7.9986e-03,\n", - " -1.9754e-02, 1.0664e-01, 3.0417e-03, 1.1992e-02, 3.6192e-02,\n", - " -7.5087e-02, -2.6586e-02, 6.8239e-02, 6.0076e-03, 2.8654e-02,\n", - " 2.4770e-02, -3.8975e-02, 1.3452e-02, -2.8505e-02, -7.9431e-03,\n", - " 5.4149e-02, -2.8257e-02, -5.7499e-03, 3.1737e-02, 5.4220e-02,\n", - " 3.8931e-02, -4.9403e-03, 2.9054e-02, 1.4637e-02, 1.0058e-02,\n", - " -2.5202e-03, -5.5117e-02, -4.8385e-02, 2.5112e-02, -4.3502e-02,\n", - " 6.9383e-02, 7.3598e-04, -2.3009e-03, 2.1506e-02, 2.0524e-02,\n", - " -2.6463e-02, -1.4139e-02, 2.3322e-02, -7.9954e-02, -1.6620e-02,\n", - " 2.6249e-03, -8.3204e-02, -3.9843e-03, 5.2497e-02, 1.7727e-02,\n", - " -3.4119e-02, 2.1007e-02, 9.3587e-03, 4.7775e-02, -2.5852e-02,\n", - " 2.1770e-02, -9.9064e-03, 8.6589e-02, 4.4021e-02, 5.7886e-02,\n", - " -1.2250e-01, 2.1355e-02, 6.0990e-03, 1.0273e-02, 9.3130e-02,\n", - " 3.5367e-03, -1.6839e-02, -7.6280e-03, 4.4022e-02, 1.0221e-02,\n", - " 5.0774e-02, 4.4902e-02, 2.6917e-02, -2.3493e-02, -6.7071e-02,\n", - " -1.3298e-03, 2.3782e-02, -2.4929e-02, -6.7760e-02, -5.5360e-03,\n", - " 7.3648e-02, -7.2348e-02, 4.6346e-02, -5.0559e-02, 4.2068e-02,\n", - " -2.8992e-02, -1.0759e-02, -1.8697e-03, 3.5629e-02, 7.4038e-03,\n", - " 5.6024e-02, -5.9133e-03, 2.5873e-03, -4.2873e-02, 3.4346e-03,\n", - " 3.5722e-02, 4.2984e-02, 4.2554e-02, 6.6562e-04, 6.5072e-02,\n", - " 3.2047e-02, -2.8033e-02, -4.0067e-02, -1.9896e-02, 2.6844e-02,\n", - " 1.5713e-02, 2.7007e-02, 1.7208e-03, 2.7382e-02, -2.8528e-02,\n", - " -9.5764e-03, -3.7873e-03, 4.8190e-02, -3.1590e-02, 2.1014e-02,\n", - " -2.0368e-02, 5.4421e-02, -7.1725e-02, -8.6915e-03, 2.6952e-02,\n", - " -7.8349e-02, -9.0707e-03, 9.5074e-02, 3.2150e-02, 1.1448e-02,\n", - " 5.6572e-02, -7.6614e-02, -2.5835e-02, 6.2667e-02, 5.7868e-02,\n", - " 3.0811e-02, -7.5745e-02, 2.4123e-02, -1.3416e-02, 2.8002e-03,\n", - " 3.0532e-02, 3.7419e-02, -6.3580e-03, 3.0664e-02, -1.6023e-02,\n", - " 1.3474e-02, -4.7145e-02, 1.6537e-02, 3.0591e-02, -1.4612e-02,\n", - " -4.8427e-02, 8.4595e-03, 1.5825e-02, -4.0959e-02, -4.3765e-03,\n", - " -3.5155e-02, 1.7474e-02, 1.6672e-02, -2.6941e-02, -6.5927e-03,\n", - " 1.3952e-02, 5.1979e-02, 3.4947e-02, 2.1694e-02, 5.3444e-02,\n", - " 4.4460e-02, 2.3744e-02, 3.1567e-03, 3.1133e-02, 5.1904e-02,\n", - " -7.2177e-02, 5.8114e-02, 1.6292e-02, -9.4155e-04, 4.1362e-02,\n", - " 1.0547e-02, -6.4471e-02, -8.1723e-02, -8.5331e-02, 3.6440e-02,\n", - " -3.4340e-02, -4.3104e-02, -3.2928e-02, -1.0634e-01, 6.1039e-03,\n", - " -1.0104e-02, -4.3732e-02, 1.1884e-02, -1.1804e-01, 3.0080e-02,\n", - " -3.3518e-02, -3.2584e-02, -1.1679e-02, 2.3576e-02, 6.7879e-02,\n", - " 4.8604e-02, 1.2419e-02, 3.3853e-02, 4.8899e-02, -6.6467e-02,\n", - " -2.8840e-02, -3.0531e-03, -5.1256e-02, 2.3428e-02, -2.9860e-02,\n", - " 4.6447e-02, -1.1162e-01, -3.4130e-02, -2.4756e-02, 3.2605e-02,\n", - " -2.0136e-02, 3.9484e-02, -1.0728e-01, 4.5709e-02, -9.8205e-03,\n", - " -6.3821e-03, -1.0939e-02, 2.4898e-02, -1.0018e-01, -4.9592e-02,\n", - " -1.0217e-01, -1.2094e-02, 6.5450e-02, -1.0138e-02, -2.9353e-02,\n", - " 6.4286e-02, -5.8459e-02, -1.1556e-01, 2.9296e-02, 3.7099e-03,\n", - " -9.7565e-03, 1.9144e-02, -4.2326e-02, 3.3376e-02, 1.3709e-02,\n", - " 1.0707e-02, -6.7155e-02, -2.7553e-02, 1.4038e-02, 2.4912e-02,\n", - " -4.0199e-02, -3.0072e-02, 6.5731e-02, 3.5857e-02, 2.3238e-02,\n", - " -4.4355e-02, 5.4498e-02, -1.8013e-02, 4.8736e-02, 1.5143e-02,\n", - " 2.6003e-02, -2.8261e-02, 6.9108e-02, -2.3402e-02, -4.0987e-02,\n", - " -5.1446e-02, -3.5296e-02, -1.3113e-02, -2.8889e-04, 1.2197e-02,\n", - " 4.2267e-02, 4.3723e-02, 7.0688e-04, 2.9120e-02, 1.3186e-02,\n", - " -5.9160e-02, -7.0748e-03, 2.0481e-03, -1.4148e-02, 3.9235e-02,\n", - " 9.1184e-03, -4.1008e-02, -4.4105e-02, 3.2389e-02, -5.8922e-02,\n", - " 1.6732e-02, 1.0010e-01, -1.0132e-02, 2.0730e-02, 2.3643e-02,\n", - " -4.7588e-03, -1.9256e-02, -5.3117e-03, -3.4298e-02, -2.2995e-02,\n", - " 6.8836e-02, 2.8596e-02, -5.7906e-02, 1.5085e-02, 3.2886e-02,\n", - " 3.7642e-02, -3.7154e-02, 5.9706e-02, 2.3366e-02, -4.5664e-02,\n", - " -6.9182e-02, -1.1802e-03, -1.1014e-02, 1.1098e-02, -7.9132e-02,\n", - " -1.1768e-03, 2.6919e-02, 6.2008e-02, -2.1814e-02, 5.6559e-02,\n", - " 5.0561e-02, -2.1259e-02, -4.2579e-02, 3.2463e-02, 5.1930e-02,\n", - " 9.0223e-03, 2.2249e-02, -1.0605e-01, 4.3226e-02, 9.7467e-02,\n", - " -3.1670e-02, 1.8082e-02, -6.1662e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8908, 0.8912, 0.8116, 0.7810, 0.9046, 0.8539, 0.8949, 0.8632, 0.8615,\n", - " 0.8553, 0.7586, 0.7825, 0.7810, 0.7848, 0.8592, 0.8605, 0.8111, 0.8043,\n", - " 0.9238, 0.8334, 0.8583, 0.7965, 0.8517, 0.8636, 0.7861, 0.8805, 0.7569,\n", - " 0.8774, 0.7820, 0.8401, 0.8882, 0.7960, 0.8682, 0.8827, 0.8477, 0.8515,\n", - " 0.8630, 0.8383, 0.8712, 0.8518, 0.8452, 0.8744, 0.8910, 0.8639, 0.8180,\n", - " 0.7845, 0.9137, 0.8614, 0.8759, 0.8616, 0.8605, 0.8446, 0.9184, 0.7615,\n", - " 0.8322, 0.7946, 0.8233, 0.7546, 0.7876, 0.7706, 0.8726, 0.7936, 0.7487,\n", - " 0.8152, 0.8308, 0.8398, 0.8232, 0.8691, 0.8340, 0.8828, 0.8837, 0.8959,\n", - " 0.8483, 0.7884, 0.8597, 0.7645, 0.8296, 0.7724, 0.7680, 0.8156, 0.8494,\n", - " 0.9142, 0.8876, 0.8160, 0.7374, 0.8071, 0.8276, 0.8066, 0.8716, 0.8896,\n", - " 0.8099, 0.8310, 0.8187, 0.7616, 0.8063, 0.7962, 0.7728, 0.7769, 0.8203,\n", - " 0.8972, 0.9047, 0.9095, 0.8652, 0.8382, 0.7504, 0.6943, 0.7765, 0.8866,\n", - " 0.8538, 0.8118, 0.8457, 0.8148, 0.7895, 0.8516, 0.8314, 0.7906, 0.8118,\n", - " 0.8653, 0.8519, 0.8154, 0.8068, 0.7781, 0.8017, 0.8584, 0.7417, 0.8088,\n", - " 0.8404, 0.7744, 0.8649, 0.8039, 0.8376, 0.8145, 0.7568, 0.8571, 0.8112,\n", - " 0.8787, 0.8299, 0.8236, 0.8412, 0.7311, 0.8927, 0.9002, 0.8956, 0.9526,\n", - " 0.8160, 0.7533, 0.8686, 0.8274, 0.8601, 0.8464, 0.7887, 0.8272, 0.7487,\n", - " 0.8802, 0.8552, 0.7876, 0.8271, 0.8050, 0.8548, 0.7456, 0.8622, 0.8773,\n", - " 0.8034, 0.9093, 0.8087, 0.8698, 0.8437, 0.7889, 0.8080, 0.8516, 0.8541,\n", - " 0.8410, 0.7939, 0.8558, 0.9246, 0.7931, 0.7500, 0.8215, 0.7794, 0.8158,\n", - " 0.8194, 0.8959, 0.8334, 0.8791, 0.8777, 0.8736, 0.8987, 0.8401, 0.8618,\n", - " 0.7983, 0.8627, 0.8933, 0.8764, 0.7962, 0.8502, 0.8755, 0.8680, 0.8051,\n", - " 0.8403, 0.7528, 0.8400, 0.8171, 0.7393, 0.7880, 0.7982, 0.8491, 0.8180,\n", - " 0.7542, 0.8392, 0.7935, 0.7821, 0.8689, 0.8121, 0.8717, 0.8074, 0.7300,\n", - " 0.7703, 0.9228, 0.7964, 0.8053, 0.8403, 0.8694, 0.8544, 0.7474, 0.8244,\n", - " 0.8529, 0.8174, 0.8006, 0.8451, 0.9096, 0.8334, 0.8603, 0.8288, 0.8595,\n", - " 0.8513, 0.8241, 0.8387, 0.7908, 0.8525, 0.7837, 0.7803, 0.8755, 0.8537,\n", - " 0.7834, 0.8043, 0.7114, 0.7878, 0.8242, 0.7866, 0.7796, 0.8351, 0.8923,\n", - " 0.8236, 0.8335, 0.8933, 0.8200, 0.7647, 0.8362, 0.7864, 0.8011, 0.9132,\n", - " 0.8127, 0.8728, 0.8181, 0.8005, 0.8268, 0.8181, 0.8178, 0.8092, 0.8571,\n", - " 0.8283, 0.8543, 0.8434, 0.7961, 0.8637, 0.8499, 0.7304, 0.8047, 0.7929,\n", - " 0.8762, 0.8035, 0.9016, 0.8823, 0.7172, 0.8587, 0.7966, 0.8824, 0.8976,\n", - " 0.8129, 0.8565, 0.8010, 0.7947, 0.8766, 0.8497, 0.8542, 0.7666, 0.7894,\n", - " 0.8424, 0.8681, 0.8573, 0.9176, 0.8383, 0.8636, 0.8612, 0.9353, 0.8505,\n", - " 0.8138, 0.9061, 0.6144, 0.8552, 0.8251, 0.7582, 0.8132, 0.8204, 0.8560,\n", - " 0.7999, 0.8871, 0.8531, 0.8443, 0.7255, 0.8467, 0.8181, 0.8060, 0.8861,\n", - " 0.8707, 0.8313, 0.7747, 0.8537, 0.8461, 0.8346, 0.7796, 0.6952, 0.7939,\n", - " 0.9130, 0.9183, 0.8161, 0.8095, 0.8728, 0.8895, 0.8295, 0.7896, 0.9133,\n", - " 0.7711, 0.8350, 0.7630, 0.7445, 0.8752, 0.8700, 0.8233, 0.9533, 0.8351,\n", - " 0.8709, 0.8997, 0.7026, 0.8592, 0.8451, 0.8210, 0.8102, 0.7948, 0.8165,\n", - " 0.8504, 0.7895, 0.7816, 0.8117, 0.8293, 0.8808, 0.8025, 0.8145, 0.8593,\n", - " 0.7861, 0.8604, 0.8284, 0.8838, 0.8390, 0.9301, 0.8983, 0.8570, 0.8159,\n", - " 0.8291, 0.9241, 0.8437, 3.4025, 0.8622, 0.8977, 0.8531, 0.8417, 0.8489,\n", - " 0.9048, 0.8595, 0.8661, 0.8051, 0.8298, 0.8414, 0.8068, 0.8558, 0.8749,\n", - " 0.8263, 0.8196, 0.8555, 0.8793, 0.8215, 0.7524, 0.7894, 0.8324, 0.7785,\n", - " 0.7926, 0.8605, 0.8168, 0.8578, 0.8750, 0.8242, 0.8330, 0.9023, 0.8560,\n", - " 0.8105, 0.7883, 0.7978, 0.8335, 0.8215, 0.7734, 0.8058, 0.7318, 0.8638,\n", - " 0.8398, 0.8118, 0.8254, 0.8009, 0.8072, 0.8383, 0.8164, 0.8269, 0.8372,\n", - " 0.8352, 0.8031, 0.8644, 0.9068, 0.8410, 0.7822, 0.8493, 0.8297, 0.8099,\n", - " 0.8726, 0.7960, 0.7305, 0.8213, 0.9007, 0.9344, 0.8041, 0.8674, 0.8086,\n", - " 0.8351, 0.9016, 0.9196, 0.8307, 0.9276, 0.8836, 0.8135, 0.8452, 0.8368,\n", - " 0.8793, 0.8405, 0.7980, 0.8582, 0.8969, 0.8847, 0.7909, 0.8089, 0.8608,\n", - " 0.7822, 0.7908, 0.9202, 0.7465, 0.8523, 0.8637, 0.7618, 0.8501, 0.7981,\n", - " 0.9070, 0.8185, 0.8287, 0.8591, 0.8356, 0.7556, 0.8299, 0.8172, 0.8345,\n", - " 0.8250, 0.8551, 0.7645, 0.8471, 0.8827, 0.8612, 0.8263, 0.9176, 0.8656,\n", - " 0.7951, 0.7627, 0.7865, 0.9047, 0.7967, 0.8391, 0.8771, 0.7732, 0.8569,\n", - " 0.7854, 0.8818, 0.8078, 0.8280, 0.8746, 0.8532, 0.7675, 0.7908, 0.8141,\n", - " 0.8202, 0.8285, 0.8988, 0.8489, 0.7125, 0.8795, 0.8200, 0.8836, 0.7692,\n", - " 0.8953, 0.8182, 0.8134, 0.8332, 0.8025, 0.8398, 0.8481, 0.7610, 0.7973,\n", - " 0.7827, 0.8684, 0.8341, 0.8832, 0.7954, 0.8414, 0.8262, 0.7873, 0.8964,\n", - " 0.7905, 0.7861, 0.8404, 0.8136, 0.8673, 0.8462, 0.8371, 0.7794, 0.8470,\n", - " 0.8483, 0.8981, 0.8013, 0.8592, 0.8954, 0.8770, 0.8335, 0.8438, 0.8172,\n", - " 0.8766, 0.8461, 0.8540, 0.8068, 0.8132, 0.9077, 0.8307, 0.8664, 0.7748,\n", - " 0.8673, 0.8287, 0.8649, 0.7932, 0.8382, 0.8437, 0.7486, 0.8215, 0.8351,\n", - " 0.8260, 0.7630, 0.9100, 0.8811, 0.8021, 0.8530, 0.8757, 0.7984, 0.8577,\n", - " 0.8063, 0.9532, 0.8885, 0.7906, 0.8843, 0.8951, 0.8479, 0.8964, 0.8463,\n", - " 0.7880, 0.8156, 0.8228, 0.8268, 0.8376, 0.8557, 0.7977, 0.8970, 0.8879,\n", - " 0.8272, 0.8630, 0.8020, 0.9120, 0.7860, 0.8591, 0.8219, 0.8207, 0.8158,\n", - " 0.8674, 0.7504, 0.7055, 0.8135, 0.7805, 0.9132, 0.8418, 0.8258, 0.8220,\n", - " 0.8092, 0.8873, 0.8419, 0.8420, 0.8269, 0.8598, 0.8256, 0.7964, 0.8981,\n", - " 0.8372, 0.7730, 0.8037, 0.8646, 0.8230, 0.7974, 0.8706, 0.8562, 0.7691,\n", - " 0.8452, 0.8311, 0.8114, 0.8247, 0.7928, 0.8806, 0.8628, 0.8399, 0.8610,\n", - " 0.7891, 0.8500, 0.9076, 0.8322, 0.8328, 0.8067, 0.7474, 0.8107, 0.8018,\n", - " 0.8562, 0.8479, 0.8404, 0.8762, 0.9094, 0.9014, 0.9081, 0.8485, 0.7985,\n", - " 0.8785, 0.8346, 0.8532, 0.8013, 0.7661, 0.8480, 0.8435, 0.8264, 0.8738,\n", - " 0.8541, 0.8386, 0.8279, 0.8713, 0.8745, 0.8828, 0.9309, 0.8279, 0.8401,\n", - " 0.8710, 0.8519, 0.7929, 0.8608, 0.8962, 0.8455, 0.8347, 0.7980, 0.8267,\n", - " 0.8964, 0.8296, 0.8335, 0.8335, 0.7587, 0.7868, 0.7578, 0.9360, 0.8573,\n", - " 0.7926, 0.8074, 0.8578, 0.7929, 0.8097, 0.7944, 0.9015, 0.8594, 0.7642,\n", - " 0.8223, 0.8303, 0.8192, 0.7780, 0.8906, 0.8487, 0.8197, 0.8667, 0.8022,\n", - " 0.6826, 0.8482, 0.8942, 0.8156, 0.8485, 0.8896, 0.8325, 0.8286, 0.8003,\n", - " 0.8506, 0.8416, 0.8493, 0.8530, 0.8996, 0.8223, 0.7813, 0.8961, 0.8402,\n", - " 0.8854, 0.7511, 0.8210, 0.8531, 0.8829, 0.8752, 0.7644, 0.8361, 0.8323,\n", - " 0.8168, 0.8641, 0.8670, 0.9012, 0.8673, 0.7959, 0.8590, 0.8414, 0.8077,\n", - " 0.8279, 0.8624, 0.8288, 0.7537, 0.8382, 0.8065, 0.8248, 0.8501, 0.8324,\n", - " 0.7729, 0.8069, 0.8780], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.0043e-02, 4.5727e-02, 8.6881e-02, -1.4417e-01, -5.5005e-02,\n", - " -1.0474e-02, 2.5043e-01, 9.0392e-02, -8.2090e-02, -1.7247e-01,\n", - " 4.2001e-02, 1.0978e-01, -1.4906e-01, 2.4737e-02, -8.9109e-02,\n", - " 2.9581e-01, 1.9528e-01, 9.7223e-02, -6.8090e-02, 4.3327e-04,\n", - " 1.7526e-01, -6.0136e-03, -4.7597e-02, 9.9404e-02, 4.7321e-02,\n", - " 8.6658e-02, -6.5222e-03, -2.8466e-02, -1.7913e-01, 7.4106e-02,\n", - " 7.8910e-04, 5.6712e-02, 2.0257e-01, -9.9306e-02, -8.5908e-02,\n", - " 1.0107e-01, -2.1124e-01, -1.4615e-01, -5.0545e-02, -1.0593e-01,\n", - " -1.7662e-01, -1.1018e-01, -4.3122e-02, 9.1960e-02, 6.0818e-02,\n", - " -4.0597e-02, 5.4103e-02, 9.0968e-02, -9.6644e-02, -4.9721e-02,\n", - " -1.3164e-01, 6.5675e-02, 2.3594e-01, 2.8029e-02, 8.5331e-02,\n", - " 8.3291e-02, 5.0295e-02, -2.5654e-01, -5.1320e-02, -2.0234e-01,\n", - " 4.7726e-02, 1.8026e-01, -1.8444e-03, -9.4534e-02, -4.9336e-02,\n", - " 1.2817e-01, -1.1062e-01, 1.0549e-02, -1.2287e-01, -1.2144e-01,\n", - " -8.1803e-02, 1.2332e-01, -9.2295e-02, -6.5228e-02, 3.2322e-02,\n", - " 7.1861e-04, -8.9351e-02, 1.8048e-02, 1.2386e-01, 5.9615e-02,\n", - " -6.2845e-04, -3.5705e-02, 1.2916e-01, 1.1454e-01, 6.1890e-02,\n", - " -1.3117e-01, -2.9013e-02, -9.9673e-02, -1.8641e-01, 8.3851e-02,\n", - " -1.2004e-01, -2.0634e-01, 2.1076e-01, -2.1131e-02, 1.6728e-02,\n", - " -2.2085e-02, 6.7730e-02, -5.8642e-02, 8.0292e-02, -1.6058e-01,\n", - " -4.2313e-02, -1.0736e-01, 1.5815e-01, -8.4193e-02, -2.3722e-03,\n", - " -2.3385e-02, -6.1833e-02, -1.6079e-01, -1.0358e-01, 3.9939e-02,\n", - " -7.7048e-02, 1.8026e-02, -7.5784e-02, -9.0620e-02, -9.3887e-02,\n", - " 2.6258e-02, -5.9140e-02, -1.2390e-01, -2.1069e-02, 1.8856e-02,\n", - " -2.0466e-02, 2.4606e-02, 4.5392e-02, 2.1690e-01, 1.1361e-01,\n", - " -2.7944e-01, 5.0200e-02, 5.4876e-02, -1.8211e-01, -2.6893e-02,\n", - " -8.2728e-02, 8.3858e-03, -1.3455e-01, -1.3325e-02, -1.9354e-01,\n", - " -4.4718e-02, 1.3886e-01, -1.9235e-02, -2.3992e-03, -2.3986e-02,\n", - " -7.4799e-02, -3.4916e-02, -6.4329e-02, 1.1733e-01, 1.3396e-01,\n", - " -1.8087e-01, -2.8187e-02, -1.0119e-01, -1.9703e-01, 1.7343e-01,\n", - " -1.9150e-01, 1.3186e-01, -1.6688e-01, -2.2447e-03, -1.5719e-01,\n", - " 4.8532e-02, -6.9248e-03, -5.6537e-03, -5.4428e-02, -2.2368e-02,\n", - " -5.9284e-02, -1.0984e-01, -5.9494e-02, -1.0380e-01, 9.7611e-02,\n", - " 1.5778e-02, 1.5968e-01, 8.5311e-02, -2.0677e-01, 1.7927e-02,\n", - " -7.6926e-02, -1.3392e-01, -6.8154e-02, -8.3804e-02, -4.3180e-02,\n", - " 1.2472e-01, 1.0270e-01, -7.3696e-02, 2.5068e-02, -2.8000e-02,\n", - " -8.2574e-02, -4.1151e-03, -6.2540e-02, -1.2839e-01, 1.0978e-02,\n", - " -1.1873e-01, 1.8827e-02, -1.3362e-01, 1.6466e-01, -2.8234e-02,\n", - " -1.2024e-01, -1.3766e-01, 1.3024e-01, -1.9420e-01, 1.1318e-01,\n", - " -4.5297e-02, -5.0479e-02, 1.6549e-01, -3.7485e-02, -9.7978e-02,\n", - " -1.6516e-01, -2.8699e-02, 1.7943e-02, -2.0056e-01, -9.9338e-02,\n", - " -1.9311e-03, -5.4235e-02, -1.1880e-02, 2.3034e-02, 1.1718e-01,\n", - " -1.4116e-01, -9.8754e-02, 2.1158e-02, 2.5026e-01, -1.0230e-01,\n", - " -3.5182e-02, -2.7351e-01, -7.4305e-02, 2.4034e-01, -1.7391e-01,\n", - " 4.2071e-02, 1.1843e-01, -6.8441e-02, 6.3684e-02, -1.4631e-01,\n", - " 3.6316e-01, 6.8980e-02, -1.7664e-01, 5.1110e-02, -1.6003e-02,\n", - " -2.5529e-01, 3.1410e-02, 1.7439e-01, -1.2248e-01, -9.4493e-02,\n", - " 2.1938e-02, 1.7721e-02, -1.4337e-01, 1.2564e-01, -1.6899e-01,\n", - " 6.0880e-03, 1.8392e-01, -2.8349e-01, 1.4458e-02, -7.3361e-02,\n", - " 7.2291e-03, -3.2562e-02, -6.2404e-02, -9.7708e-02, -2.6319e-02,\n", - " -1.7973e-01, 2.5711e-01, 9.0294e-02, -9.4203e-02, 1.4639e-01,\n", - " -2.6298e-02, -1.9028e-01, -2.0116e-01, 1.3522e-01, 5.8927e-02,\n", - " 1.1420e-02, -1.5650e-02, -5.3074e-02, -2.7232e-02, -9.8585e-02,\n", - " -3.1707e-01, -1.4956e-02, -6.1652e-02, 5.5418e-02, -2.8167e-03,\n", - " -7.4810e-02, 9.4731e-02, -1.6868e-01, 9.3867e-02, -6.9943e-03,\n", - " -3.1934e-03, 6.3079e-04, 1.2580e-02, -4.1347e-02, -1.5103e-01,\n", - " -1.0031e-01, 1.2231e-01, -1.8633e-01, -6.6870e-02, -7.8260e-02,\n", - " -2.5207e-02, 1.4011e-02, -1.2848e-01, -9.8367e-02, -8.6895e-02,\n", - " -9.4088e-03, 5.7982e-03, -1.3161e-01, -1.3052e-02, 1.0334e-01,\n", - " -8.9752e-03, 2.7451e-02, 1.2971e-01, 1.9561e-01, -1.2013e-01,\n", - " -1.1927e-01, 9.9004e-02, -8.2399e-02, 1.3359e-01, 2.7740e-01,\n", - " -1.0971e-01, -9.1488e-02, -1.4878e-01, -2.7871e-01, -1.6647e-01,\n", - " -1.3939e-01, -2.0124e-01, 1.2942e-01, 4.5379e-02, -3.1917e-02,\n", - " 4.2488e-02, -5.8852e-02, -6.8999e-02, -1.0001e-01, -4.0453e-02,\n", - " -3.6279e-02, 7.7971e-02, 9.2112e-02, -3.0593e-01, -1.0182e-01,\n", - " -1.3465e-01, 8.3798e-02, -3.6713e-02, -1.1855e-01, -9.5890e-02,\n", - " 1.0298e-01, 6.3240e-03, 8.0082e-02, 3.9121e-03, -1.8091e-01,\n", - " 4.6502e-02, -1.1558e-01, -8.1314e-02, -8.5864e-02, -2.0801e-01,\n", - " 7.6071e-02, -1.1224e-02, 9.5689e-02, 1.0339e-02, 4.1806e-02,\n", - " -1.7120e-01, -1.6901e-02, -2.8978e-01, -9.2227e-03, -1.8044e-01,\n", - " -1.5280e-01, -1.8074e-01, 6.0165e-02, -9.9807e-02, -5.1576e-02,\n", - " -4.9287e-02, -7.5768e-02, 1.8297e-01, -6.2253e-02, 4.7436e-02,\n", - " -8.9444e-02, -2.2755e-02, 5.2678e-02, 9.6818e-02, 1.1571e-01,\n", - " 7.6331e-02, -6.5298e-02, 4.1881e-02, -1.5688e-01, -5.6627e-02,\n", - " -1.0717e-01, -1.5422e-01, -3.5659e-02, -8.0523e-02, -1.8417e-01,\n", - " -5.6303e-02, 1.7676e-02, -1.5988e-01, -1.7127e-01, -1.2788e-01,\n", - " -1.7134e-02, -1.7460e+00, -1.3341e-01, -1.7917e-01, 1.1111e-01,\n", - " -7.4008e-02, -1.0803e-01, 7.1065e-02, 2.5900e-02, -1.9544e-01,\n", - " -9.4846e-02, 6.1110e-02, 1.7410e-03, -1.7919e-01, -5.5191e-02,\n", - " -5.9096e-02, -7.0384e-02, -4.9825e-02, 1.5515e-01, -1.3629e-01,\n", - " -1.2711e-01, -1.9731e-02, 1.2140e-01, -4.4647e-02, -3.2350e-01,\n", - " -1.2600e-01, -3.3796e-02, -1.9992e-01, 1.6340e-01, -9.0332e-02,\n", - " -6.7900e-02, -4.6519e-02, -1.2251e-01, -7.5851e-02, -8.3525e-02,\n", - " 1.1551e-01, -2.8183e-02, -2.3382e-01, -5.1152e-02, -4.0449e-02,\n", - " -1.6998e-02, -1.3577e-01, 6.7647e-02, -1.7192e-01, -6.8739e-02,\n", - " 9.3880e-02, -5.3132e-02, -2.8285e-01, -1.5483e-01, 6.7752e-02,\n", - " -2.2627e-01, -2.4394e-01, -1.9411e-01, 1.3652e-01, -1.0448e-02,\n", - " 6.7057e-02, 1.2362e-01, -1.4181e-01, 5.9248e-02, -2.6126e-02,\n", - " 2.5776e-02, -7.1952e-02, -2.0760e-02, -1.6529e-01, -7.0032e-02,\n", - " -6.9645e-03, -1.5499e-01, 6.8741e-02, 1.3762e-02, -3.5218e-02,\n", - " 4.9549e-02, -7.5311e-02, 1.3664e-02, -8.7883e-02, 1.8292e-01,\n", - " 9.6423e-02, -1.2774e-01, 1.4762e-02, -3.0042e-01, -1.3641e-01,\n", - " -8.3239e-02, -1.5048e-01, 5.6542e-02, 1.6011e-01, 1.5608e-01,\n", - " -4.6714e-02, 1.1039e-01, -3.3949e-01, 9.2549e-02, 5.1425e-04,\n", - " -3.2317e-02, -3.0743e-02, 7.0931e-03, 1.6091e-01, 5.1715e-04,\n", - " -1.4044e-01, -1.7579e-02, -7.7398e-02, -5.3600e-02, -2.5986e-01,\n", - " 1.5481e-02, 6.2275e-02, -2.0836e-01, -4.1511e-02, -1.7083e-01,\n", - " -7.5686e-02, 1.4853e-02, 1.4612e-01, 4.8640e-03, -7.4044e-03,\n", - " -1.2766e-01, -9.5883e-02, -4.2891e-02, -4.4178e-02, 7.9012e-03,\n", - " -6.1651e-03, -5.3386e-02, 5.6057e-03, 6.7158e-03, 7.4913e-02,\n", - " 9.0871e-02, 1.8149e-01, -1.7557e-01, -2.5779e-01, -7.8879e-02,\n", - " 4.9418e-02, -4.4383e-02, 6.0883e-02, -1.6172e-01, -1.2085e-01,\n", - " -1.5022e-01, -6.5437e-02, -8.1825e-02, -1.3083e-01, 1.2543e-02,\n", - " 2.5780e-01, 1.9836e-02, 1.6917e-02, -6.5315e-02, -4.9451e-02,\n", - " -7.9245e-02, -5.8966e-03, 1.2537e-01, -1.8426e-01, -3.1040e-02,\n", - " -1.6180e-01, -1.8361e-01, -1.0397e-01, -1.1564e-02, 6.4058e-02,\n", - " 9.8893e-02, -1.1950e-01, -1.1321e-01, -7.6212e-03, 5.7129e-02,\n", - " -2.4944e-01, 8.9628e-02, -1.0366e-01, 6.5120e-02, -2.0047e-01,\n", - " 1.0281e-02, 1.6675e-02, 3.5397e-02, -3.1448e-04, -8.9842e-02,\n", - " -8.5394e-02, -4.1007e-02, -4.3577e-02, 1.4979e-01, 1.1193e-01,\n", - " -2.9281e-02, -4.0975e-02, -1.3547e-02, 1.1486e-02, 2.8582e-02,\n", - " -1.6404e-01, -2.0149e-02, 1.2374e-01, -5.7698e-03, -7.0315e-02,\n", - " -5.0054e-02, -2.9453e-03, 1.1590e-01, -1.4309e-01, -1.1349e-01,\n", - " 6.3019e-02, 1.9525e-02, 2.9545e-02, 5.0243e-02, -2.3065e-02,\n", - " -6.4063e-02, 3.0920e-03, 1.7227e-01, -2.4722e-02, -7.5007e-02,\n", - " 6.2572e-02, 8.5089e-02, -2.5624e-01, 7.9046e-02, -3.0510e-01,\n", - " -1.3232e-01, 8.3871e-02, 1.9946e-02, -3.8351e-02, -1.4455e-01,\n", - " -1.3392e-01, 2.0380e-01, -7.6327e-02, -1.4311e-01, -8.4853e-02,\n", - " -5.9510e-02, -1.0840e-01, 3.0047e-02, 1.2915e-02, 3.1888e-02,\n", - " 2.9743e-02, -8.6132e-02, 4.9797e-02, -6.4389e-02, 1.3277e-01,\n", - " -5.3022e-02, 9.5512e-04, -1.5403e-01, -7.9885e-03, 9.7154e-02,\n", - " 1.1641e-01, -1.3559e-02, 1.0035e-01, -1.1032e-01, 3.5650e-02,\n", - " -2.3193e-02, -1.5914e-01, -2.4085e-02, 1.0567e-01, -9.2590e-02,\n", - " -9.5098e-02, -6.9623e-02, -2.8955e-02, -1.0071e-01, -1.6246e-01,\n", - " 1.0943e-01, -5.3557e-02, -4.6878e-02, 7.7014e-02, 2.3381e-02,\n", - " 2.0776e-02, 2.0008e-01, -3.7203e-02, 4.1036e-02, -5.5812e-02,\n", - " 4.0951e-02, 1.0148e-01, 1.2284e-01, 2.5115e-01, -1.2672e-02,\n", - " 3.0992e-02, 1.3421e-01, -4.7092e-02, 1.4394e-01, -1.0366e-01,\n", - " -8.5281e-02, 1.0297e-01, -6.8762e-02, -2.4550e-01, -9.6800e-02,\n", - " -2.1981e-01, -3.0771e-02, 4.6445e-02, 7.3241e-02, 3.0206e-01,\n", - " 3.4701e-02, 1.6843e-02, 1.3209e-01, 1.4769e-01, -4.9531e-02,\n", - " -6.9604e-02, 1.3091e-01, 1.3750e-01, 9.0891e-02, -1.6751e-01,\n", - " 3.2562e-02, -2.1636e-01, 1.3645e-01, -1.4492e-01, 3.0106e-02,\n", - " -8.8176e-02, -7.3143e-02, 1.6979e-01, 1.7351e-01, 8.7303e-02,\n", - " 2.2707e-01, -8.7175e-02, -1.7258e-01, -1.8927e-02, 1.4742e-01,\n", - " -2.4594e-03, 1.2034e-01, 2.8535e-02, -1.2334e-01, -8.3777e-02,\n", - " -4.2388e-02, -1.6021e-01, 9.3676e-02, -9.8286e-02, -5.2567e-02,\n", - " 1.0417e-01, 5.7425e-02, 1.2465e-01, -1.3079e-01, -3.1143e-02,\n", - " 2.7148e-02, 1.6231e-02, -1.2204e-01, -1.0895e-01, -1.0246e-02,\n", - " 4.4583e-02, -1.9248e-01, -8.7517e-02, -1.3809e-01, -9.5399e-02,\n", - " 1.4375e-01, 3.0366e-03, -6.9659e-02, 1.8529e-02, 1.5480e-01,\n", - " 1.0105e-01, 2.6293e-01, -2.0592e-02, -3.5529e-02, 4.4947e-02,\n", - " -5.5688e-02, 8.0089e-03, 6.0394e-02, 7.8154e-02, -5.8051e-02,\n", - " 5.8847e-02, -1.1170e-01, -6.5167e-03, 9.4915e-02, -5.5376e-02,\n", - " -1.7667e-01, 6.4343e-03, -8.6166e-02, -8.9625e-02, 1.2279e-01,\n", - " -1.1036e-01, -7.4790e-02, -1.3269e-01, 4.7373e-02, -1.3886e-01,\n", - " -2.3142e-02, 7.9503e-02, -1.1848e-02, -1.0863e-01, 2.1293e-01,\n", - " -9.9184e-02, -1.2978e-02, 3.1980e-01, -1.2452e-01, -2.7241e-02,\n", - " -4.6770e-02, 3.8339e-02, -1.4157e-01, -8.0027e-02, -3.7430e-02,\n", - " 9.3445e-02, 2.0585e-02, -1.4760e-01, 1.1813e-02, 1.3194e-01,\n", - " -7.9695e-02, -8.6726e-02, -5.4680e-02, 1.4956e-01, -2.0107e-01,\n", - " 5.8653e-02, -8.7965e-02, 7.8894e-02, -8.2017e-02, -1.2939e-01,\n", - " -4.2024e-02, -7.4845e-02, 8.6725e-02, -1.2495e-01, -2.3734e-01,\n", - " 2.1638e-03, -8.5525e-02, -5.3259e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0813, -0.1691, -0.1068, ..., -0.1253, -0.1729, -0.1696],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-9.1555e-02, -4.4654e-02, 5.6491e-02, -9.6286e-02, 1.1875e-01,\n", - " 6.6897e-02, 4.8816e-02, 1.2960e-01, -7.1578e-02, -8.7752e-03,\n", - " -2.1243e-02, 4.3078e-02, -1.0626e-01, 1.0124e-01, -2.8071e-02,\n", - " 1.0340e-01, 2.4345e-01, 7.8615e-02, -8.3008e-03, 3.6738e-02,\n", - " -1.1169e-02, 4.6649e-02, 3.0814e-02, 2.1457e-02, -6.1908e-02,\n", - " 5.1173e-02, 4.2563e-02, 7.4575e-02, -8.5062e-02, 4.3984e-02,\n", - " 7.9614e-02, 7.1508e-03, 1.2408e-01, -9.7839e-02, -4.2278e-02,\n", - " 5.1789e-02, -1.0574e-01, -6.1029e-02, -8.9943e-02, -1.0701e-01,\n", - " -2.3958e-02, -1.0077e-01, 3.4481e-02, 1.0143e-02, 4.0633e-02,\n", - " 3.9812e-02, 3.3266e-02, 1.4665e-01, -4.6542e-02, 1.3007e-02,\n", - " -8.9174e-02, 4.1687e-02, 1.5263e-01, -3.7148e-03, 9.6751e-02,\n", - " 5.2584e-02, 8.6290e-02, -6.2600e-02, -4.1002e-02, -9.6493e-02,\n", - " -2.0483e-02, 6.7362e-02, -1.6493e-02, -9.1123e-02, 4.7165e-02,\n", - " 8.2540e-02, -8.0268e-02, 8.7723e-02, -1.2255e-01, -3.1663e-02,\n", - " -5.4993e-02, 7.2299e-02, -6.8906e-03, 3.1563e-02, 3.8778e-02,\n", - " -3.9711e-02, -5.9711e-02, 1.2560e-01, 4.4593e-02, 6.2863e-02,\n", - " 5.2514e-02, 1.1505e-02, -2.2539e-03, 9.4653e-02, -2.7180e-02,\n", - " -1.2112e-01, -3.7160e-02, -5.9889e-02, -7.0279e-02, 6.8154e-02,\n", - " -7.0395e-02, -1.0965e-01, 1.2779e-01, -1.2857e-01, 3.0743e-02,\n", - " 4.8478e-02, 2.0595e-01, -2.3261e-02, 1.0158e-01, -8.1809e-02,\n", - " -4.7813e-03, -4.6773e-02, 5.1295e-02, -3.7282e-02, -2.8254e-02,\n", - " 1.4519e-01, 3.1605e-02, -6.3591e-02, -7.7935e-02, -4.8828e-02,\n", - " -1.8449e-02, 5.7466e-02, 1.0019e-01, -1.1420e-01, -3.0192e-02,\n", - " 6.0317e-02, -8.0003e-02, -3.2628e-02, -5.6084e-02, -8.8470e-03,\n", - " -3.0365e-02, 7.0132e-02, 4.7756e-03, 4.3277e-01, 7.5580e-02,\n", - " -1.7407e-01, 6.9992e-03, 2.5195e-03, -3.2736e-02, 3.2257e-02,\n", - " -7.1650e-02, 3.0422e-03, -5.0784e-02, -4.9409e-03, -4.2620e-03,\n", - " -1.4601e-02, 1.3933e-01, -2.7689e-03, -2.7433e-02, 3.6132e-02,\n", - " -5.9497e-02, 2.1788e-02, -2.7984e-03, 9.3079e-02, 1.2619e-01,\n", - " -4.8189e-02, 1.0338e-02, -1.3532e-01, -1.2118e-01, 9.5276e-02,\n", - " -1.4839e-01, -2.7315e-02, -8.8108e-02, 3.7632e-02, -1.1297e-01,\n", - " 6.4946e-02, 6.5480e-02, 2.8203e-02, -6.4563e-02, 2.9565e-02,\n", - " -2.8938e-03, -2.7725e-02, 1.8429e-02, -1.5080e-02, 7.7302e-02,\n", - " 9.2142e-02, 1.3001e-01, 8.2931e-02, -5.7834e-02, 3.6551e-02,\n", - " 1.3632e-02, 2.6189e-02, -1.2115e-01, -1.2106e-01, -1.7079e-02,\n", - " -3.8322e-02, 8.3917e-02, 9.1239e-03, 3.0347e-02, -3.7421e-02,\n", - " -1.7180e-01, 3.7316e-02, -1.9021e-02, 2.0761e-03, 1.0720e-02,\n", - " -4.4113e-02, 6.8322e-02, -7.0362e-02, 8.3522e-02, 7.2227e-02,\n", - " -5.5812e-02, -1.2637e-02, 1.3840e-01, -1.0074e-01, 5.4622e-03,\n", - " -4.5558e-02, -7.4318e-02, 6.1256e-03, -6.3666e-02, -1.2848e-02,\n", - " -4.3610e-02, -4.7699e-03, 5.0522e-02, -1.2359e-01, 1.1833e-02,\n", - " 1.1656e-01, -4.5377e-02, -3.3351e-02, -5.7017e-02, -9.0479e-04,\n", - " -1.0306e-01, -2.7260e-03, 5.4226e-02, 1.9462e-01, -4.1110e-02,\n", - " 6.1040e-02, -1.7743e-01, -2.4451e-02, 7.6675e-02, -8.5080e-02,\n", - " 9.5880e-02, 5.4492e-02, -5.2131e-02, -3.1138e-02, 4.3596e-02,\n", - " 2.6647e-01, 8.0188e-02, -5.9918e-02, 6.1889e-04, -3.5530e-02,\n", - " -1.6193e-01, -1.6480e-03, 1.1908e-01, -7.5580e-02, -3.8610e-02,\n", - " 6.5897e-03, 7.3580e-02, 5.6847e-02, 4.8766e-02, -5.3880e-02,\n", - " 1.3021e-01, 4.2222e-02, -3.1803e-02, -2.0715e-03, 1.0613e-02,\n", - " -2.1373e-02, 6.1544e-02, -4.1929e-02, -8.9789e-02, 4.2011e-02,\n", - " -6.7479e-02, 7.6875e-02, 4.5813e-03, -4.4654e-02, 5.5526e-02,\n", - " -5.6868e-02, 5.9146e-02, -6.5452e-02, 1.0210e-02, 7.0691e-02,\n", - " 2.3685e-02, -3.4035e-02, -6.1317e-02, -5.1398e-03, 1.6972e-02,\n", - " -1.7194e-01, 1.1918e-03, -8.8972e-02, 5.1491e-02, 3.3194e-04,\n", - " -2.8210e-02, 8.8037e-02, -9.4858e-03, 1.2592e-01, 3.4913e-03,\n", - " -7.8537e-02, 1.0526e-01, 4.5024e-02, -9.9960e-03, -3.8078e-02,\n", - " -3.2635e-04, 8.5017e-02, -2.3547e-02, 2.8517e-02, -1.0174e-01,\n", - " -7.8573e-04, 2.6300e-02, 5.1944e-03, -4.6560e-02, -4.0735e-02,\n", - " -3.7499e-02, -1.9160e-02, -8.8914e-02, -5.8932e-02, 8.4886e-02,\n", - " 5.4656e-02, 1.5795e-02, 2.2030e-02, 3.2333e-02, -9.0523e-02,\n", - " -5.2046e-02, 7.0533e-02, 2.2760e-02, 1.0900e-01, 3.4628e-02,\n", - " -2.6557e-02, -5.9474e-02, -3.9204e-02, -8.0948e-01, -7.2304e-02,\n", - " -4.5809e-02, -1.0018e-01, 9.4118e-02, 7.7483e-02, -1.7504e-02,\n", - " 1.0185e-01, -1.7053e-02, -1.2195e-01, -1.7779e-02, -5.8146e-03,\n", - " 6.3126e-02, 1.2210e-01, 1.1152e-01, -1.7735e-01, -2.9973e-02,\n", - " -8.8277e-02, 5.0881e-02, 7.7947e-02, 1.6046e-02, 3.1690e-02,\n", - " 5.0952e-02, 6.9659e-02, -4.6370e-02, 4.6315e-02, -7.9155e-02,\n", - " 5.5212e-03, -7.0713e-02, 3.3550e-02, -5.7695e-02, -7.5452e-02,\n", - " 1.4210e-01, 3.8523e-02, 8.4111e-02, 5.9510e-02, -2.3753e-02,\n", - " -3.1123e-02, 9.8634e-02, -9.0619e-02, 7.4661e-02, -3.1158e-02,\n", - " -5.9607e-03, -9.2624e-02, 1.4327e-01, -1.6428e-01, 5.9165e-02,\n", - " 3.5132e-02, -5.8488e-02, 4.2980e-02, 4.2041e-02, 5.7695e-02,\n", - " 5.9694e-02, -1.2585e-01, 1.0116e-01, 1.0457e-01, 1.6101e-01,\n", - " 1.0425e-01, -6.5785e-02, 1.6451e-02, -6.2165e-02, -3.0994e-02,\n", - " -1.0957e-01, -2.9063e-02, 1.0838e-03, -7.1089e-02, -2.1410e-02,\n", - " -1.7967e-02, 2.8260e-02, -4.1097e-02, -1.3215e-01, -5.1793e-03,\n", - " 1.9337e-02, -7.3226e-01, -7.0402e-02, -1.2592e-01, 1.3085e-01,\n", - " 2.0948e-03, -6.2291e-02, 5.2951e-02, 1.0671e-02, -4.7363e-02,\n", - " -2.9571e-02, -2.0520e-03, 5.9692e-02, -1.1292e-01, -3.4722e-02,\n", - " -2.4619e-02, -1.1288e-01, -4.4506e-02, 1.5694e-01, 1.6479e-02,\n", - " -4.9139e-02, -4.6141e-02, 1.2154e-01, -4.5294e-02, -6.8460e-02,\n", - " 8.2905e-02, -5.1454e-02, -1.3213e-01, 5.5452e-02, 2.7606e-02,\n", - " -1.7301e-02, 1.4594e-01, -3.9856e-02, -3.3299e-02, -4.7933e-02,\n", - " -6.6703e-03, -7.6020e-02, -8.8420e-02, -5.4488e-02, 1.7546e-02,\n", - " -1.1262e-02, -1.1244e-01, 4.5473e-02, -7.6613e-02, -1.1551e-02,\n", - " 5.6473e-02, -7.5254e-03, -9.7075e-02, -6.2775e-02, 8.1501e-02,\n", - " -1.0970e-01, -1.2536e-01, -3.7206e-02, 7.6179e-02, 3.1974e-02,\n", - " 1.7963e-02, 4.1551e-02, -5.0572e-02, 3.2873e-02, 3.1030e-02,\n", - " 4.8469e-02, 5.5628e-03, -5.1760e-02, -1.1697e-01, -2.8380e-02,\n", - " -1.0519e-01, -6.9322e-02, 9.5309e-02, -1.1252e-02, 3.1118e-02,\n", - " 5.8415e-02, -6.4343e-02, 5.9302e-02, -1.2628e-01, 7.4608e-02,\n", - " 4.5645e-02, 4.9558e-02, -1.1602e-02, -3.0191e-01, 1.7126e-03,\n", - " -1.2306e-02, -1.4154e-01, -1.1961e-02, 1.1135e-02, 8.9661e-02,\n", - " 4.3307e-02, 1.8112e-01, -1.6345e-01, -2.4491e-02, 1.3022e-02,\n", - " 4.1310e-03, -3.9362e-02, 1.2061e-02, 6.5923e-02, 2.2768e-02,\n", - " -3.3115e-02, -5.4854e-02, -7.4674e-02, -1.3092e-01, -1.2131e-01,\n", - " -5.5934e-03, -8.6006e-02, -1.4455e-01, 4.5123e-02, -1.2537e-01,\n", - " -8.7328e-03, 2.9963e-02, 5.3944e-02, -1.9016e-02, 5.7332e-02,\n", - " -1.0872e-01, -2.6657e-02, -2.6316e-02, 8.7106e-02, 1.0272e-02,\n", - " -3.1050e-02, -2.5202e-03, -2.3700e-02, -1.5075e-02, 4.2988e-02,\n", - " -4.5972e-04, 2.8189e-02, 3.8057e-02, -7.2333e-02, -3.8516e-02,\n", - " 6.6651e-02, -6.8975e-02, 1.0745e-01, -1.4713e-01, 1.0875e-02,\n", - " 5.5039e-03, -1.3332e-01, -4.6649e-02, 1.1980e-03, 6.7277e-03,\n", - " 1.5349e-01, -2.0419e-02, -8.0585e-02, 3.1838e-02, 1.1117e-01,\n", - " 2.1918e-02, 2.9982e-02, 8.1723e-02, -1.8992e-02, -4.6943e-02,\n", - " -4.5348e-02, -1.4594e-01, -6.4863e-02, 5.0684e-02, 6.3399e-02,\n", - " 6.5548e-03, 5.2162e-02, -3.2086e-02, 2.8139e-02, 2.0336e-02,\n", - " -5.1686e-02, 1.6549e-02, 9.7592e-03, 6.0088e-02, -1.3918e-01,\n", - " 3.6904e-02, -6.1635e-02, 6.1292e-05, -2.9618e-02, -7.2230e-03,\n", - " -7.4127e-02, -3.2037e-02, 3.8631e-02, 3.7884e-02, 6.3458e-02,\n", - " -3.4274e-02, 2.5123e-02, 9.3946e-03, 6.4055e-02, 9.1846e-03,\n", - " -4.2031e-02, 4.1415e-02, 5.3456e-02, -1.1636e-02, -4.2090e-02,\n", - " 2.5382e-02, 4.1783e-02, 1.1138e-01, -7.0360e-02, -7.1505e-02,\n", - " 5.5541e-02, 1.9128e-03, 1.2220e-01, 5.0960e-03, 1.0768e-01,\n", - " -9.1054e-03, 1.3206e-02, 6.6382e-02, -1.0436e-01, -8.1415e-02,\n", - " -3.4986e-02, 7.7435e-02, -1.9259e-01, 2.5770e-02, -1.0653e-01,\n", - " 9.8523e-03, 7.3112e-02, 1.0827e-01, 7.8133e-02, -1.3252e-01,\n", - " -2.3007e-02, 1.5554e-01, -1.3331e-03, -1.3471e-01, 1.0872e-02,\n", - " -1.6264e-02, -1.1778e-01, 3.9070e-03, 1.8290e-02, -1.0065e-02,\n", - " 1.1456e-01, 7.5414e-03, 3.2451e-02, -1.6716e-02, 1.2536e-01,\n", - " 3.4859e-02, 2.6031e-02, 1.8494e-03, 1.1959e-01, 9.2029e-02,\n", - " 9.7261e-02, 6.1421e-02, 6.6285e-02, -1.3142e-01, 6.9378e-02,\n", - " 1.4688e-01, 6.8263e-03, 3.7917e-02, -1.9300e-02, -1.6156e-02,\n", - " -5.9789e-02, -8.1488e-02, -5.0506e-02, -5.9910e-02, -1.1464e-01,\n", - " 1.5368e-01, -1.7974e-02, 2.5808e-02, 2.0889e-02, 6.2885e-03,\n", - " 4.2314e-02, 9.3887e-02, 7.5613e-03, 6.4320e-02, -1.9764e-02,\n", - " 1.6588e-01, 1.0584e-02, 9.8279e-02, 1.1575e-01, -5.0032e-03,\n", - " 1.0459e-01, 8.5060e-02, 6.1192e-02, 1.0315e-01, -5.0588e-02,\n", - " -1.2036e-01, 7.3793e-02, -6.1256e-02, -1.1899e-01, 9.9655e-03,\n", - " -1.1367e-01, -1.2256e-02, 2.0358e-01, -1.9536e-03, 2.3521e-01,\n", - " 1.9291e-02, 5.9019e-02, 9.2041e-02, 1.7384e-01, -9.7989e-02,\n", - " -3.3187e-02, 1.0656e-01, 4.0050e-02, 7.8605e-03, -2.0018e-02,\n", - " -7.1673e-03, -8.6108e-02, 1.0743e-01, 1.1870e-02, 1.4138e-02,\n", - " 1.1051e-02, -1.2513e-03, 1.2446e-01, 1.3893e-01, 1.0496e-01,\n", - " 1.2115e-01, 4.0829e-03, 2.3537e-02, -2.8697e-02, 1.0635e-01,\n", - " -1.5224e-03, 6.6991e-02, 8.7317e-03, -9.7830e-02, -1.5091e-02,\n", - " -2.1814e-02, -7.0198e-02, 9.7433e-02, -3.9316e-02, 3.0703e-02,\n", - " 2.6333e-02, 1.9475e-02, 1.4384e-01, -3.7045e-02, -1.0915e-02,\n", - " -2.0406e-02, -5.8466e-02, -3.7232e-02, -3.7696e-02, 1.3165e-01,\n", - " 3.9667e-02, -1.6338e-01, -1.0876e-01, -6.5494e-02, -1.7859e-02,\n", - " 1.5690e-01, 4.0397e-02, 1.9921e-02, 4.7067e-02, 1.2507e-01,\n", - " 4.3233e-02, 9.1374e-02, 1.9799e-02, 3.7023e-02, 1.8405e-02,\n", - " -4.1450e-02, -6.8685e-03, 5.4057e-02, 3.9020e-02, -7.2173e-03,\n", - " 9.3989e-03, -5.0828e-02, 6.8553e-03, 1.1304e-01, 4.2380e-03,\n", - " -3.8414e-01, 1.4165e-02, -2.5416e-02, -1.6064e-02, 6.4136e-02,\n", - " -2.4504e-02, -3.9681e-02, -1.1092e-01, -5.2864e-02, 1.5435e-02,\n", - " 3.5241e-02, 1.1724e-01, -1.6482e-02, 5.2745e-03, 2.0544e-01,\n", - " -5.4327e-02, -1.0500e-02, 1.7230e-01, -7.9888e-02, 8.0434e-02,\n", - " -3.1743e-02, 1.9764e-03, -1.4253e-01, -5.8595e-02, 3.6786e-03,\n", - " 5.2437e-02, 5.7553e-02, -9.4242e-02, 6.4327e-02, 1.3649e-02,\n", - " -6.8153e-02, 1.1261e-02, -3.1071e-02, 8.1090e-02, -5.6856e-02,\n", - " -2.7045e-02, -5.8044e-02, 7.7529e-02, 6.5637e-02, -1.3842e-01,\n", - " -9.4013e-02, 7.2198e-03, 5.0275e-02, -7.0681e-02, -7.5821e-02,\n", - " -3.8702e-02, -3.5890e-02, -7.5177e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8447, 0.8442, 0.8258, 0.8455, 0.8208, 0.8428, 0.8014, 0.8315, 0.8506,\n", - " 0.8288, 0.8373, 0.8114, 0.8265, 0.8163, 0.8410, 0.7896, 0.8201, 0.8325,\n", - " 0.8292, 0.8472, 0.8465, 0.8390, 0.8539, 0.8206, 0.8208, 0.8336, 0.8174,\n", - " 0.8165, 0.8008, 0.8484, 0.8400, 0.8324, 0.8278, 0.8337, 0.8602, 0.8533,\n", - " 0.8069, 0.8424, 0.8268, 0.8183, 0.8542, 0.8400, 0.8340, 0.8211, 0.8384,\n", - " 0.8360, 0.8707, 0.8529, 0.8540, 0.8516, 0.8367, 0.8424, 0.8203, 0.8160,\n", - " 0.8070, 0.8461, 0.8529, 0.7834, 0.8565, 0.8075, 0.8263, 0.8082, 0.8158,\n", - " 0.8209, 0.8608, 0.8285, 0.8379, 0.8374, 0.8303, 0.8295, 0.8477, 0.8417,\n", - " 0.8570, 0.8266, 0.8440, 0.8125, 0.8371, 0.8174, 0.8394, 0.8444, 0.8428,\n", - " 0.8401, 0.7906, 0.8377, 0.8147, 0.8330, 0.8232, 0.8649, 0.8449, 0.8428,\n", - " 0.8240, 0.8489, 0.7576, 0.8193, 0.8217, 0.8403, 0.8016, 0.8487, 0.8452,\n", - " 0.8169, 0.8462, 0.8443, 0.8307, 0.8294, 0.8279, 0.8224, 0.8457, 0.8292,\n", - " 0.8404, 0.8061, 0.8327, 0.8385, 0.8351, 0.8418, 0.8674, 0.8555, 0.8330,\n", - " 0.8414, 0.8331, 0.8298, 0.8276, 0.8485, 0.8490, 0.5818, 0.8169, 0.8390,\n", - " 0.8207, 0.8096, 0.8085, 0.8675, 0.8509, 0.8506, 0.7892, 0.8300, 0.8412,\n", - " 0.8445, 0.8473, 0.8278, 0.8254, 0.8340, 0.8491, 0.8401, 0.8189, 0.7842,\n", - " 0.8236, 0.8249, 0.8389, 0.8335, 0.8130, 0.8133, 0.7952, 0.8066, 0.7988,\n", - " 0.8345, 0.8452, 0.8188, 0.8313, 0.8132, 0.8485, 0.8386, 0.8515, 0.8356,\n", - " 0.8529, 0.8556, 0.8083, 0.8520, 0.8221, 0.8123, 0.7733, 0.8390, 0.8419,\n", - " 0.8331, 0.8281, 0.8379, 0.8266, 0.8145, 0.8231, 0.8415, 0.8382, 0.8261,\n", - " 0.6309, 0.8448, 0.8362, 0.8623, 0.8420, 0.8190, 0.8276, 0.8515, 0.8360,\n", - " 0.8321, 0.8372, 0.8388, 0.8257, 0.8146, 0.8172, 0.8320, 0.8399, 0.8223,\n", - " 0.8448, 0.8263, 0.8265, 0.8256, 0.8499, 0.8130, 0.8297, 0.7713, 0.8565,\n", - " 0.8211, 0.8447, 0.8282, 0.8283, 0.8298, 0.8342, 0.7783, 0.8612, 0.7975,\n", - " 0.8151, 0.8323, 0.7772, 0.8376, 0.8327, 0.8219, 0.8451, 0.8303, 0.8326,\n", - " 0.6361, 0.8249, 0.8154, 0.8542, 0.8213, 0.7948, 0.8413, 0.8201, 0.8315,\n", - " 0.8435, 0.8288, 0.8338, 0.8264, 0.8300, 0.8370, 0.8200, 0.8414, 0.8364,\n", - " 0.8013, 0.8449, 0.8201, 0.8555, 0.8430, 0.8133, 0.8330, 0.8271, 0.8637,\n", - " 0.8209, 0.8396, 0.8299, 0.8395, 0.8153, 0.7952, 0.8422, 0.8328, 0.8494,\n", - " 0.8553, 0.8565, 0.8573, 0.8108, 0.7636, 0.8508, 0.8421, 0.8396, 0.8279,\n", - " 0.8194, 0.8517, 0.8319, 0.8423, 0.8395, 0.8481, 0.8152, 0.8572, 0.8419,\n", - " 0.8380, 0.8371, 0.8232, 0.8456, 0.8261, 0.8302, 0.8446, 0.8069, 0.8534,\n", - " 0.8401, 0.8494, 0.8096, 0.8187, 0.8300, 0.8129, 0.8057, 0.8245, 0.8453,\n", - " 0.8108, 0.8099, 0.8323, 0.8241, 0.8162, 0.8384, 0.8404, 0.8136, 0.8227,\n", - " 0.8146, 0.8117, 1.6179, 0.8173, 0.8288, 0.8146, 0.8182, 0.8552, 0.8439,\n", - " 0.8370, 0.8430, 0.8479, 0.8643, 0.8390, 0.8352, 0.8180, 0.8427, 0.8040,\n", - " 0.8310, 0.8465, 0.8456, 0.8525, 0.8575, 0.8486, 0.8229, 0.8038, 0.8576,\n", - " 0.8372, 0.8169, 0.8291, 0.7992, 0.8272, 0.8324, 0.8276, 0.8250, 0.8650,\n", - " 0.8311, 0.8521, 0.8143, 0.8314, 0.8428, 0.7867, 0.8465, 0.7968, 0.8432,\n", - " 0.8449, 0.8400, 0.8341, 0.8381, 0.8296, 0.8051, 0.8199, 0.8313, 0.8140,\n", - " 0.8288, 0.8149, 0.8175, 0.8423, 0.8281, 0.8229, 0.8219, 0.8500, 0.8418,\n", - " 0.8374, 0.8405, 0.8400, 0.8487, 0.8523, 0.7743, 0.8452, 0.8413, 0.8274,\n", - " 0.8256, 0.8345, 0.8230, 0.2616, 0.8310, 0.8185, 0.8153, 0.8533, 0.8601,\n", - " 0.8467, 0.8478, 0.8307, 0.8456, 0.8353, 0.8388, 0.8402, 0.8540, 0.8607,\n", - " 0.8311, 0.8172, 0.8431, 0.8426, 0.8203, 0.8223, 0.8080, 0.8479, 0.8052,\n", - " 0.8210, 0.8449, 0.8410, 0.7975, 0.8370, 0.8196, 0.8087, 0.8325, 0.8776,\n", - " 0.8205, 0.8276, 0.8354, 0.8336, 0.8440, 0.8164, 0.8555, 0.8157, 0.8323,\n", - " 0.8145, 0.8394, 0.8432, 0.8563, 0.8376, 0.8363, 0.8288, 0.8391, 0.7856,\n", - " 0.8411, 0.8088, 0.8614, 0.8448, 0.8362, 0.8304, 0.8486, 0.8371, 0.8287,\n", - " 0.8607, 0.8137, 0.8189, 0.8302, 0.8201, 0.8140, 0.8251, 0.8340, 0.8143,\n", - " 0.8597, 0.8312, 0.8357, 0.8427, 0.8404, 0.8547, 0.8348, 0.8524, 0.8161,\n", - " 0.8214, 0.8170, 0.8262, 0.8672, 0.8238, 0.8156, 0.8211, 0.8124, 0.7963,\n", - " 0.8405, 0.8367, 0.8628, 0.8195, 0.8393, 0.8450, 0.8301, 0.8269, 0.8367,\n", - " 0.8469, 0.8233, 0.8172, 0.8439, 0.8368, 0.8320, 0.8349, 0.8426, 0.8279,\n", - " 0.8528, 0.8247, 0.8354, 0.8403, 0.8224, 0.8458, 0.8458, 0.8213, 0.8562,\n", - " 0.8452, 0.8198, 0.8405, 0.8469, 0.8527, 0.8151, 0.8307, 0.8111, 0.7746,\n", - " 0.8165, 0.8438, 0.8367, 0.8429, 0.8395, 0.8649, 0.8063, 0.8252, 0.8409,\n", - " 0.8346, 0.8306, 0.8122, 0.8533, 0.8034, 0.8301, 0.8263, 0.8433, 0.8316,\n", - " 0.8067, 0.8378, 0.8446, 0.8643, 0.7550, 0.8403, 0.8295, 0.7943, 0.8429,\n", - " 0.8481, 0.8489, 0.8590, 0.8370, 0.7877, 0.8655, 0.8457, 0.7998, 0.8556,\n", - " 0.8312, 0.8072, 0.8758, 0.8321, 0.8440, 0.8091, 0.8323, 0.8460, 0.8207,\n", - " 0.8248, 0.8564, 0.8331, 0.8312, 0.8442, 0.8295, 0.8521, 0.8392, 0.8046,\n", - " 0.8335, 0.8597, 0.8558, 0.8242, 0.8492, 0.8403, 0.8191, 0.8288, 0.8204,\n", - " 0.8260, 0.8447, 0.8378, 0.8448, 0.8438, 0.8331, 0.8302, 0.8218, 0.8319,\n", - " 0.8657, 0.8049, 0.8029, 0.8064, 0.8315, 0.8414, 0.8355, 0.8488, 0.8542,\n", - " 0.8420, 0.7802, 0.8629, 0.8011, 0.8223, 0.8500, 0.8484, 0.8460, 0.8498,\n", - " 0.8385, 0.8279, 0.8610, 0.8513, 0.8527, 0.8253, 0.8313, 0.8297, 0.8351,\n", - " 0.8035, 0.8283, 0.8446, 0.8344, 0.8170, 0.8368, 0.8450, 0.8398, 0.8054,\n", - " 0.8321, 0.8283, 0.8070, 0.8446, 0.8296, 0.8343, 0.8676, 0.8221, 0.7967,\n", - " 0.8229, 0.8578, 0.8651, 0.8409, 0.8460, 0.8264, 0.8310, 0.8284, 0.8543,\n", - " 0.8361, 0.8392, 0.8257, 0.8105, 0.8582, 0.8196, 0.8246, 0.8526, 0.8279,\n", - " 0.8269, 0.8242, 0.8076, 0.8396, 0.8265, 0.8370, 0.8301, 0.8274, 0.8170,\n", - " 0.8281, 0.7974, 0.8149, 0.8549, 0.8173, 0.8337, 0.8475, 0.8441, 0.8154,\n", - " 0.8303, 0.8452, 0.8222, 0.8412, 0.8273, 0.8342, 0.8289, 0.8395, 0.8216,\n", - " 0.8455, 0.7872, 0.7967, 0.8433, 0.7560, 0.8304, 0.8243, 0.8051, 0.8456,\n", - " 0.8372, 0.8151, 0.8468, 0.8452, 0.8296, 0.8506, 0.8245, 0.8186, 0.8403,\n", - " 0.8407, 0.8445, 0.8247, 0.8466, 0.8265, 0.8462, 0.8468, 0.8161, 0.8353,\n", - " 0.8473, 0.8413, 0.8491, 0.8072, 0.8217, 0.8258, 0.8248, 0.8308, 0.8406,\n", - " 0.8218, 0.8552, 0.8188, 0.8036, 0.8079, 0.7939, 0.8472, 0.8502, 0.8185,\n", - " 0.8479, 0.8111, 0.8234, 0.8553, 0.8411, 0.8377, 0.8371, 0.8568, 0.8214,\n", - " 0.6456, 0.8565, 0.8414, 0.8478, 0.8395, 0.8347, 0.8481, 0.8320, 0.8236,\n", - " 0.8321, 0.8410, 0.8473, 0.8432, 0.8804, 0.7857, 0.8464, 0.8286, 0.7936,\n", - " 0.8464, 0.8247, 0.8539, 0.8375, 0.8597, 0.8197, 0.8270, 0.8315, 0.8363,\n", - " 0.8561, 0.8477, 0.8218, 0.8480, 0.8548, 0.8228, 0.8339, 0.8328, 0.8076,\n", - " 0.8016, 0.8303, 0.8528, 0.8277, 0.8526, 0.8531, 0.8448, 0.8132, 0.7983,\n", - " 0.8375, 0.8206, 0.8446], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.0434e-02, -6.6574e-02, -5.3411e-02, -3.7473e-03, -1.0855e-01,\n", - " -2.5190e-02, -1.2747e-01, -8.0729e-02, 1.2454e-03, 2.1830e-02,\n", - " -7.4600e-02, -1.1655e-01, 3.7097e-02, -5.2080e-02, -2.3333e-02,\n", - " -1.4724e-01, -8.1681e-02, -9.0290e-02, -1.3640e-02, -6.4035e-02,\n", - " -1.3044e-01, -1.5306e-02, -6.1007e-02, -1.6939e-01, -5.6227e-02,\n", - " -1.2686e-01, -3.7969e-02, 2.9934e-02, 3.8393e-02, -8.9227e-02,\n", - " -3.2811e-02, -4.2680e-02, -1.3964e-01, -2.8615e-03, -1.9903e-02,\n", - " -4.5810e-02, 3.9919e-02, -3.9523e-02, -5.0239e-02, 7.6281e-02,\n", - " 2.8437e-02, 5.1372e-02, -1.2479e-02, -9.7882e-02, -7.1457e-02,\n", - " -1.0540e-04, -2.6029e-02, -4.5152e-02, -2.9636e-02, -3.9736e-02,\n", - " 5.1432e-02, -8.1544e-02, -1.1939e-01, -2.4400e-02, -1.2422e-01,\n", - " -6.6767e-02, -8.0397e-02, 7.6838e-02, -2.0085e-02, 2.3329e-02,\n", - " -4.2266e-02, -1.5425e-01, -5.9279e-02, -3.3451e-02, -1.9278e-02,\n", - " -1.1394e-01, -7.8742e-03, -3.7558e-02, -1.7364e-02, 2.0172e-02,\n", - " 3.0023e-02, -1.0167e-01, 2.0659e-02, -7.7266e-03, -9.0087e-02,\n", - " -3.8153e-02, -2.1861e-02, -5.8918e-03, -1.0826e-01, -1.2729e-01,\n", - " -7.3373e-02, -6.8534e-02, -1.0027e-01, -9.7525e-02, -3.7095e-02,\n", - " 1.0309e-02, -3.0280e-02, -3.0040e-02, 1.3849e-02, -1.0163e-01,\n", - " 2.2553e-02, 5.0153e-02, -1.7362e-01, -5.3377e-02, -3.9739e-02,\n", - " 2.1268e-02, -1.0780e-01, -1.2092e-03, -4.8188e-02, 2.9974e-02,\n", - " -2.0472e-02, -2.2645e-04, -1.0002e-01, -2.3018e-02, -4.0754e-02,\n", - " -5.2450e-02, -3.5255e-02, 2.6819e-02, 4.6068e-03, -4.4663e-02,\n", - " 2.9248e-02, -2.6605e-02, 1.1381e-02, 6.7287e-03, -3.6448e-03,\n", - " -5.1187e-02, -6.0767e-04, -6.8383e-03, 2.1426e-02, -6.9556e-02,\n", - " -2.5026e-02, -3.7308e-02, -7.1907e-02, -1.5625e-01, -1.1506e-01,\n", - " 5.4456e-02, -6.8356e-02, -1.0098e-01, 1.4837e-02, -2.7549e-02,\n", - " -3.9342e-02, -8.9119e-02, -8.2797e-04, -1.6720e-02, 2.3796e-02,\n", - " 1.2355e-03, -8.0419e-02, -5.6699e-02, 2.0797e-03, 5.0174e-03,\n", - " -6.6264e-03, -6.4845e-02, -2.5441e-02, -1.4580e-01, -1.0586e-01,\n", - " 4.3328e-02, -5.0488e-02, 1.6404e-03, 3.6633e-02, -1.4401e-01,\n", - " 1.5159e-02, -1.6362e-01, 3.8709e-02, -5.2711e-02, -1.8626e-02,\n", - " -7.5729e-02, -5.5352e-02, -7.8262e-02, -4.4010e-02, -3.5784e-02,\n", - " -3.9811e-02, 2.5602e-02, -9.2414e-04, -4.9390e-02, -8.2070e-02,\n", - " -5.6103e-02, -1.2689e-01, -6.5351e-02, 1.0304e-01, -4.6269e-02,\n", - " 1.1972e-02, -1.0165e-03, -5.8980e-02, -1.0035e-01, -2.3426e-02,\n", - " -1.0944e-01, -1.0950e-01, -5.5063e-02, -6.3111e-02, -6.1464e-02,\n", - " 5.8724e-02, -7.1554e-02, 5.3993e-02, -3.1396e-02, -4.5347e-02,\n", - " -9.3896e-03, -1.2156e-01, -7.2647e-02, -9.9593e-02, -2.1577e-02,\n", - " 2.3320e-02, 4.9790e-02, -1.2477e-01, 2.2985e-02, -9.4525e-02,\n", - " -7.1457e-02, -1.7645e-02, -1.1834e-01, -2.2370e-02, -2.2903e-02,\n", - " 4.6797e-02, -2.3321e-02, -5.8783e-02, 2.3218e-02, -1.0205e-03,\n", - " -1.2596e-01, -8.5174e-02, -2.0600e-02, -7.0131e-02, -7.8297e-02,\n", - " 9.3474e-03, 2.3925e-02, -1.1426e-01, -1.6562e-01, -5.1602e-02,\n", - " -1.6173e-02, 5.2140e-02, -2.1642e-02, -1.4453e-01, 1.3547e-02,\n", - " -8.1211e-02, -1.1853e-01, -1.5630e-02, -6.8336e-02, 5.3673e-02,\n", - " -5.7086e-02, -6.0969e-02, 7.5101e-03, -1.1143e-01, -8.0739e-03,\n", - " 1.2283e-02, -8.6508e-02, -1.0784e-01, -1.5422e-02, -1.1286e-02,\n", - " -5.5254e-02, -2.6176e-02, -2.1493e-02, -1.1141e-01, 5.7634e-02,\n", - " -7.1005e-02, -8.5546e-02, 7.0352e-02, -1.0610e-01, -4.5532e-02,\n", - " -4.6055e-02, -9.2581e-03, -3.4471e-02, 3.4109e-02, 3.6170e-02,\n", - " 4.2674e-03, -1.5947e-01, -6.2083e-02, -1.5680e-02, -8.7279e-02,\n", - " -3.3763e-02, 4.8817e-02, 2.6907e-02, -9.5887e-02, -5.6328e-02,\n", - " -9.0758e-02, -3.7893e-02, -3.5122e-02, -3.6924e-02, -2.8473e-02,\n", - " 1.0867e-01, -1.6066e-02, -2.0317e-02, -7.1949e-02, -3.2856e-02,\n", - " -2.6639e-02, -7.2007e-02, 4.1333e-02, -9.2563e-02, 7.6693e-03,\n", - " -3.2851e-02, -2.9394e-02, -3.4945e-02, -1.7228e-02, 4.8761e-02,\n", - " -7.4312e-02, -1.1608e-01, 1.7526e-02, -1.2904e-02, 1.7517e-02,\n", - " -5.1080e-02, -1.0684e-01, -8.5033e-02, -1.0802e-02, -2.6085e-02,\n", - " -5.2837e-02, -3.8999e-02, 3.1314e-02, -5.2433e-02, -1.0462e-01,\n", - " -5.5095e-02, -8.2696e-02, -1.4362e-01, -1.1650e-01, 2.2637e-02,\n", - " -6.4085e-04, -9.5339e-02, -4.1822e-03, -1.1618e-01, -1.4910e-01,\n", - " 5.0148e-03, 4.5802e-03, 2.8265e-02, 1.2884e-01, 3.4291e-02,\n", - " 2.5331e-02, 1.3152e-02, -1.0017e-01, -5.4800e-02, -4.2957e-02,\n", - " -5.9099e-02, -4.9694e-02, -4.6802e-02, -2.9493e-02, -3.1559e-02,\n", - " -4.3551e-03, -1.1286e-01, -7.7375e-02, 1.0809e-01, -3.0017e-02,\n", - " -1.4722e-03, -7.0181e-02, -5.3466e-02, 5.7469e-02, 5.0175e-02,\n", - " -9.7988e-02, -4.2461e-02, -5.8318e-02, -9.6333e-02, 9.4398e-03,\n", - " -6.8912e-02, 4.7488e-03, -1.1016e-02, -7.0517e-03, 1.3384e-02,\n", - " -5.2445e-02, -1.0048e-01, -5.2579e-02, -5.3505e-02, -7.9745e-02,\n", - " 4.6614e-02, -6.7940e-03, 1.2135e-01, -1.0074e-02, 5.4526e-02,\n", - " 1.7721e-02, 1.4867e-02, -8.1992e-02, -1.0205e-02, -1.3016e-02,\n", - " 1.0559e-02, -3.2391e-02, -9.0619e-02, 1.8612e-03, -8.4933e-02,\n", - " -3.4331e-02, -6.6296e-02, -1.1073e-01, -5.0133e-02, -1.1443e-01,\n", - " -7.5488e-02, 1.7416e-02, -6.3808e-02, 4.2427e-02, -2.5619e-02,\n", - " 1.5155e-02, 3.5429e-03, -7.7792e-02, -2.4987e-03, 7.6519e-02,\n", - " -1.4248e-02, -6.0049e-02, -5.8134e-03, 3.8734e-03, -1.5892e-02,\n", - " -2.8932e-02, 6.9523e-01, 2.8123e-03, 4.3016e-02, -9.9778e-02,\n", - " 7.7378e-03, 2.9819e-02, -9.8470e-02, -4.6133e-02, 7.7382e-02,\n", - " -3.6013e-02, -8.2106e-02, -7.0760e-02, 1.9589e-02, -2.7839e-02,\n", - " -2.9317e-02, 3.1324e-02, 1.8205e-02, -1.2056e-01, 6.0795e-02,\n", - " 4.4223e-02, -3.7467e-02, -8.3812e-02, -3.4703e-02, 1.0543e-01,\n", - " 6.7851e-02, -5.5800e-02, 4.1706e-02, -1.5438e-01, 3.2448e-02,\n", - " 8.2413e-03, 8.8163e-03, -2.1921e-02, -2.1825e-02, -7.7382e-03,\n", - " -9.8243e-02, -3.2763e-02, 4.3209e-02, -6.1806e-02, -3.8630e-02,\n", - " -4.2999e-02, 8.0443e-03, -7.4465e-02, 5.2662e-02, 2.9299e-02,\n", - " -5.5018e-02, -1.3068e-02, 7.2473e-02, 6.3509e-02, -9.6659e-02,\n", - " 3.2465e-02, 4.4939e-02, 3.6742e-02, -1.3732e-01, -5.0668e-03,\n", - " -1.0867e-01, -3.6120e-02, -5.0998e-03, -5.8174e-02, -1.4730e-02,\n", - " -7.2590e-02, -4.3036e-02, -8.6519e-02, -2.8613e-02, -1.8881e-02,\n", - " -1.8718e-02, 9.3062e-02, -4.9632e-02, -3.2292e-02, 1.9902e-02,\n", - " -8.6374e-02, -2.2647e-02, -9.1689e-02, 2.6578e-02, -1.2772e-01,\n", - " -1.0356e-01, 3.1135e-02, -9.5284e-02, 5.4222e-02, 4.7273e-02,\n", - " -4.4214e-02, 2.1283e-02, -4.1030e-02, -1.4686e-01, -1.6848e-01,\n", - " 5.2594e-03, -1.0676e-01, 4.8309e-02, -9.3499e-02, -5.5058e-02,\n", - " -5.7908e-02, -1.7933e-02, -4.3438e-02, -1.3059e-01, -2.4160e-02,\n", - " -6.9908e-03, -2.5864e-02, -5.0902e-02, 1.6604e-02, 8.9533e-02,\n", - " -6.5033e-02, -7.9915e-02, 3.5131e-02, -4.3749e-03, 2.8347e-02,\n", - " 9.2552e-03, -8.5458e-02, -1.3573e-01, 1.7077e-02, -3.4571e-02,\n", - " -3.7896e-04, -1.3808e-02, -4.7865e-02, -4.6461e-02, -3.9436e-02,\n", - " -2.5896e-02, -1.0460e-02, -5.9742e-02, -5.1335e-02, -7.9553e-02,\n", - " -6.5883e-02, -8.0358e-02, 2.6505e-02, 7.1873e-02, -1.9227e-02,\n", - " -7.0099e-02, -2.3376e-02, -7.9206e-02, 8.2827e-04, 1.4612e-02,\n", - " 1.2630e-02, -1.2755e-02, -2.2332e-02, 2.5340e-02, -6.9585e-02,\n", - " -1.5328e-01, 1.1375e-03, -8.6955e-02, 6.8137e-02, -4.7797e-02,\n", - " 1.8844e-02, -7.9612e-02, -1.4139e-01, 7.2054e-03, -8.6015e-03,\n", - " 1.8380e-02, -7.3243e-03, 1.8561e-02, -5.2474e-02, -8.2518e-02,\n", - " -4.2025e-02, -6.7892e-03, 8.0981e-03, -6.4537e-02, -9.9288e-02,\n", - " 8.8514e-02, -7.7035e-02, -2.4197e-02, -1.0051e-01, 1.4705e-01,\n", - " -6.2921e-02, -6.3178e-02, -3.8450e-02, -2.1408e-02, 2.5654e-02,\n", - " 1.1040e-01, 9.0883e-03, -3.2891e-02, -1.4906e-01, -1.2870e-01,\n", - " 9.5794e-04, 1.6663e-02, -7.0759e-02, -6.3398e-02, -5.2613e-02,\n", - " 2.6132e-02, -2.0406e-02, -1.3057e-01, -7.9481e-02, 2.2808e-02,\n", - " -1.7124e-02, -2.8898e-02, -1.0358e-01, -2.1171e-02, 3.8249e-02,\n", - " -7.3625e-02, -8.3378e-02, -7.7610e-02, -3.4281e-02, -4.2846e-03,\n", - " -8.1903e-03, -1.0042e-01, -1.1125e-01, -3.7076e-02, 7.4860e-03,\n", - " -6.7294e-02, -5.2037e-02, 7.2620e-02, -1.0061e-01, 5.9421e-02,\n", - " 3.0626e-02, -8.8924e-02, -5.0402e-02, -5.8265e-03, -8.6237e-03,\n", - " 1.2796e-03, -2.5012e-01, -1.3213e-02, -1.0232e-02, -2.1428e-02,\n", - " -2.7362e-02, 9.1895e-03, -8.9266e-02, -3.0052e-02, -6.3955e-02,\n", - " -2.1762e-02, -3.4595e-02, -6.5752e-02, -4.1349e-02, -1.0338e-01,\n", - " -4.0735e-02, -4.0802e-02, 5.5953e-02, -6.2148e-02, -1.0414e-01,\n", - " -1.2424e-01, -5.4106e-02, -4.6655e-02, -4.4401e-02, -6.0556e-02,\n", - " -5.7612e-02, 3.6996e-02, -2.6795e-02, -1.0736e-01, -1.6758e-02,\n", - " -2.8592e-03, -2.0220e-02, -2.6132e-02, -1.6469e-02, 2.2311e-02,\n", - " -1.0203e-01, -3.6910e-02, -3.7493e-02, -6.9833e-02, -7.1135e-02,\n", - " -5.5654e-02, -1.5174e-01, 3.9553e-02, -7.4312e-02, -2.9360e-02,\n", - " -5.6188e-02, -1.0084e-01, -8.4631e-02, -1.2945e-01, -5.0129e-02,\n", - " -6.2667e-02, -9.0259e-02, -6.9464e-02, -1.0825e-01, -5.5985e-02,\n", - " 4.1804e-02, -1.0288e-01, -2.6528e-02, 6.7392e-02, -3.5018e-02,\n", - " 5.5683e-02, -5.7320e-02, -8.3557e-02, -5.2974e-02, -1.3502e-01,\n", - " -6.3524e-02, -5.5015e-02, -9.2393e-02, -8.9890e-02, -1.8675e-02,\n", - " -1.7783e-02, -1.0325e-01, -8.2868e-02, -5.5405e-02, 1.1491e-02,\n", - " -6.3522e-02, 4.3123e-02, -1.1421e-01, 1.5681e-02, -5.2091e-02,\n", - " -5.5900e-03, -2.2682e-02, -1.2387e-01, -1.2129e-01, -4.4534e-02,\n", - " -1.4000e-01, -1.1038e-02, -6.8755e-04, -3.3310e-02, -6.8200e-02,\n", - " -7.4302e-03, -1.3760e-01, -6.3926e-02, -6.2201e-02, -2.1785e-02,\n", - " -3.9153e-02, 1.3362e-02, -1.2367e-01, -2.9912e-04, 1.2394e-02,\n", - " -6.9428e-02, -5.5328e-02, -7.4410e-02, 6.1534e-02, -3.0991e-02,\n", - " -4.2157e-02, -5.9767e-02, -5.0850e-02, -2.5900e-02, -4.2066e-02,\n", - " -4.1019e-02, 4.8172e-02, -5.5493e-02, 1.1516e-02, 4.3468e-03,\n", - " -8.6590e-02, -1.4976e-02, 1.5131e-03, -6.1278e-02, -1.0165e-01,\n", - " -9.4644e-02, -1.5040e-01, -8.0096e-02, -3.7907e-02, -1.2631e-01,\n", - " -4.7390e-02, -4.8927e-02, -1.0660e-01, -7.6180e-02, -2.4753e-02,\n", - " -7.6707e-02, 2.3271e-02, -7.5854e-02, -5.1075e-02, -5.1269e-02,\n", - " 1.3336e-01, -3.4960e-02, -9.3685e-03, 3.8359e-03, -9.5763e-02,\n", - " 3.2682e-02, -1.7301e-02, 3.9936e-02, -1.7392e-02, -2.4943e-03,\n", - " -2.4463e-02, -8.9341e-02, -7.1354e-02, -6.0614e-02, -1.7234e-01,\n", - " 1.7273e-02, -6.3628e-02, -1.4222e-01, 2.6857e-02, -2.5513e-02,\n", - " -3.5461e-02, -6.6671e-02, -1.2773e-03, 3.5062e-03, -2.2206e-02,\n", - " -7.4084e-02, -3.2961e-02, 1.7992e-02, -7.0513e-02, -1.0699e-01,\n", - " -1.0735e-02, 3.3612e-02, -2.3259e-02, -1.3494e-01, 6.0601e-02,\n", - " -7.0173e-02, 6.8896e-02, -1.0629e-01, -1.3854e-02, 6.7230e-03,\n", - " -5.7314e-02, -7.5823e-02, -5.2118e-02, 4.6215e-02, 3.0333e-02,\n", - " -4.6445e-02, -2.3776e-02, -2.0884e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.4508e-01, 4.0926e-01, -3.2818e-01, -2.8698e-02, -2.6105e-01,\n", - " -8.8865e-03, 2.8272e-01, 2.9035e-01, -8.6735e-02, 3.9802e-01,\n", - " -4.6361e-01, 2.4600e-01, -2.4015e-03, 1.6364e-01, -1.6594e-01,\n", - " 1.1448e-01, -1.6527e-01, -1.9590e-01, -4.7394e-01, 1.3412e-02,\n", - " -3.2246e-01, -2.0455e-01, -2.9871e-01, -7.5479e-01, -2.5058e-01,\n", - " -4.8019e-01, 3.2120e-01, 4.7050e-01, -4.2813e-01, -2.3382e-01,\n", - " 1.5975e-01, 4.1236e-01, 4.7742e-02, -1.6802e-01, 3.1377e-01,\n", - " 3.1468e-02, 3.5128e-01, 2.1830e-01, 4.0055e-01, -2.1037e-01,\n", - " 9.8628e-02, 5.1369e-02, 1.0907e-01, 1.2204e-01, -1.9320e-01,\n", - " 3.0569e-02, 3.9870e-01, 3.7900e-01, -4.4496e-02, -7.2506e-02,\n", - " 2.7730e-01, -6.3626e-02, -1.2510e-01, 2.5065e-01, -1.4116e-01,\n", - " 3.8364e-03, -3.4918e-01, 6.1462e-02, -4.0289e-02, 2.7615e-01,\n", - " -4.3128e-01, 3.8404e-01, 3.5214e-01, 8.8987e-02, -2.0994e-01,\n", - " -3.0099e-01, 4.4209e-01, 1.7082e-02, 2.6703e-01, -2.1336e-01,\n", - " -3.5081e-01, -2.4673e-01, 1.2711e-01, -5.1729e-02, -7.7975e-02,\n", - " 2.9086e-01, -3.9449e-02, -4.0342e-02, -9.4289e-02, -1.9269e-01,\n", - " -2.8471e-01, -1.5820e-01, -1.2040e-01, 2.7786e-01, -4.6609e-01,\n", - " 8.6754e-02, -4.4512e-02, 2.6015e-01, 3.0046e-01, -2.1110e-01,\n", - " -3.2694e-02, -3.2132e-01, 3.9820e-02, 1.2422e-01, -4.5760e-02,\n", - " -1.3882e-01, 1.0724e-02, 6.0416e-01, 5.6361e-02, 3.3893e-01,\n", - " -1.0727e-01, -2.9847e-01, 1.3799e-01, 1.4339e-01, 1.0604e-01,\n", - " 3.0317e-02, -2.1509e-02, -2.8212e-01, 3.6434e-01, -7.3510e-04,\n", - " 1.8325e-01, 5.7849e-01, -1.3259e-01, -5.4389e-02, -3.4781e-01,\n", - " -1.3035e-01, 1.4072e-01, -3.9989e-02, -2.4629e-01, -1.7324e-01,\n", - " -2.7020e-01, -1.1128e-01, -2.4905e-01, 5.6958e-02, 6.3161e-02,\n", - " -1.1693e-02, 3.0437e-01, 3.5988e-03, 2.7290e-01, -1.0965e-01,\n", - " -5.8476e-02, -6.2916e-02, 1.9371e-01, -9.6598e-02, 5.3410e-02,\n", - " -6.9992e-02, 1.6707e-01, 9.9596e-02, 6.8458e-02, -9.0280e-02,\n", - " -5.6491e-03, 1.0587e-01, 8.4272e-02, -6.0270e-02, -9.9839e-02,\n", - " 9.5956e-02, -2.6354e-02, 1.8333e-01, 1.0886e-01, -3.4768e-02,\n", - " 1.0146e-02, 4.3109e-02, 7.3632e-02, -1.8869e-01, 4.9009e-03,\n", - " 9.7823e-02, -1.5463e-01, 9.6551e-02, -1.7016e-01, -4.2408e-03,\n", - " 3.7589e-02, 1.0548e-01, -2.4917e-01, -6.7972e-02, 4.9516e-02,\n", - " 5.8423e-02, -4.4414e-01, -1.8490e-01, -1.1509e-02, -8.6616e-02,\n", - " -1.2172e-01, 1.8567e-01, 9.8076e-04, -9.4050e-02, -1.4864e-02,\n", - " 8.6890e-02, 4.7251e-02, 6.5057e-02, -7.7482e-02, -2.7404e-01,\n", - " 8.3824e-02, -2.8188e-03, 3.5813e-02, 3.1096e-01, -4.1060e-02,\n", - " 2.5648e-02, -1.0568e-01, -3.5177e-01, 9.1710e-02, 1.3746e-01,\n", - " -2.9364e-04, -6.5756e-03, 7.8764e-02, -2.5017e-02, -1.1843e-01,\n", - " -8.3804e-02, 9.4933e-03, 4.1693e-02, -1.8016e-01, 2.5127e-01,\n", - " 1.1569e-02, 1.3666e-01, 2.3710e-01, 2.8105e-01, 6.2747e-02,\n", - " 6.3472e-03, 5.2125e-02, 3.1336e-02, 9.0075e-02, 2.9148e-01,\n", - " -1.7410e-03, 4.2045e-02, 6.5335e-02, -8.4220e-02, 2.7035e-01,\n", - " -5.3156e-03, -9.5809e-02, -2.1902e-01, -1.4360e-01, 4.1428e-01,\n", - " 5.8233e-02, -6.6352e-02, 1.6432e-01, 6.9439e-02, -1.2712e-01,\n", - " -1.2199e-01, -1.7467e-01, 5.6447e-02, -7.6137e-02, -7.6485e-02,\n", - " -1.5909e-01, -8.5181e-02, 4.9547e-02, 1.1584e-01, -1.7746e-01,\n", - " -9.2439e-02, 1.1206e-02, 6.6615e-02, 2.8272e-01, 1.8882e-02,\n", - " 4.5987e-01, 1.4605e-01, -4.1574e-02, -1.1825e-01, -2.1566e-01,\n", - " -1.4596e-01, 8.5446e-02, -7.8131e-02, 7.0683e-02, 2.4640e-01,\n", - " 1.2893e-02, 3.6038e-02, 1.6615e-01, 1.0816e-01, 7.0824e-02,\n", - " -3.0924e-02, -1.1722e-01, 1.4870e-01, -2.9171e-01, -1.8393e-01,\n", - " -9.4880e-02, -7.7596e-02, 2.7846e-01, -1.7737e-02, -1.3460e-01,\n", - " 2.7650e-01, 1.5727e-01, 3.2214e-01, 1.4791e-01, 9.5211e-02,\n", - " -5.6741e-02, -3.2463e-01, -4.2387e-01, 7.3569e-01, -2.6549e-02,\n", - " -5.4388e-02, 1.1667e-01, 4.0011e-01, 3.0355e-01, -8.6620e-02,\n", - " 2.8283e-01, 3.5839e-02, 1.7588e-01, -1.3057e-01, -2.8893e-01,\n", - " -1.1985e-01, -2.5533e-01, 2.4863e-01, 2.6188e-01, -4.8448e-02,\n", - " -1.2723e-01, 2.2823e-01, 4.7734e-01, 4.1029e-01, 1.2397e-01,\n", - " 8.9113e-02, 1.3167e-01, -1.6434e-01, 1.7638e-01, -1.1045e-01,\n", - " 1.1808e-01, -1.1646e-01, -1.8070e-02, 9.9072e-02, 2.3005e-01,\n", - " 3.3255e-01, 6.0030e-02, 9.3791e-02, 1.6549e-01, -1.4476e-01,\n", - " 1.3611e-01, 2.3269e-01, 8.3314e-02, -8.7980e-02, 2.6533e-02,\n", - " -1.6021e-01, 8.5629e-02, -2.0695e-01, -1.9889e-01, -3.0654e-02,\n", - " -2.2832e-02, 4.4552e-02, -2.5519e-02, -1.2239e-01, 1.1476e-03,\n", - " 1.5598e-01, 9.5248e-02, -4.4761e-02, -8.0380e-02, -1.4541e-01,\n", - " 2.6812e-01, 1.6802e-01, 7.8162e-02, 3.1746e-02, 9.4722e-03,\n", - " 7.2411e-02, 2.1135e-01, 1.7691e-01, 7.0296e-02, -2.9222e-02,\n", - " -6.7535e-02, 7.9958e-02, 1.0588e-01, 1.0048e-01, 7.0618e-02,\n", - " 1.0144e-01, -8.2547e-03, 1.1782e-01, -2.3025e-01, -3.9648e-01,\n", - " 7.4790e-02, -1.8932e-01, -2.9609e-02, 3.0226e-01, -9.8183e-02,\n", - " 6.4902e-02, -3.1430e-01, 4.6957e-02, -2.0649e-01, 1.1137e-01,\n", - " -1.2659e-01, -3.5504e-02, -8.8870e-02, 8.3719e-02, -5.1739e-02,\n", - " -5.2174e-02, -6.5855e-02, -5.0843e-02, 2.9274e-02, -5.3974e-02,\n", - " 5.3451e-02, 1.3143e-02, -6.8927e-02, -3.5941e-02, 1.4883e-01,\n", - " -6.1372e-02, -3.3196e-02, -6.3640e-02, 1.9921e-02, -5.1276e-02,\n", - " -7.2964e-04, -1.1961e-01, 8.3787e-02, -1.2137e-01, -2.0852e-01,\n", - " 2.9758e-01, -3.8699e-01, 7.7345e-02, -5.1349e-03, -8.6968e-02,\n", - " -8.0035e-03, 3.0792e-01, 1.9037e-01, 9.1157e-03, -1.8449e-01,\n", - " -1.0910e-02, 3.7047e-01, -2.1832e-01, -2.6093e-01, 3.8370e-01,\n", - " 2.0055e-01, -2.9054e-01, -2.0295e-01, -2.7846e-01, 4.5800e-02,\n", - " -1.3268e-01, 2.2434e-03, -8.5056e-04, 5.8994e-01, 2.7035e-01,\n", - " -1.7660e-01, 5.2023e-02, -1.4849e-02, 1.5524e-01, 7.1256e-02,\n", - " 1.5615e-01, 3.7199e-01, -1.6906e-01, -2.4232e-01, -1.9754e-01,\n", - " 2.2402e-01, -2.6044e-01, -7.0554e-01, 1.0146e-01, 4.2055e-02,\n", - " -6.6369e-02, -1.6213e-01, -9.5376e-02, -4.5736e-01, 1.6891e-01,\n", - " 8.3917e-02, -7.0126e-01, 1.6386e-01, 1.7145e-01, 5.2917e-02,\n", - " -1.0409e-01, -2.7164e-01, -8.6378e-02, 3.9808e-02, 1.4597e-01,\n", - " 2.8720e-01, -1.1189e-01, 3.3640e-01, -3.4760e-02, 1.2804e-01,\n", - " 2.9205e-02, -4.9959e-01, -2.6029e-01, -2.9684e-02, 2.5219e-01,\n", - " -1.6198e-01, 4.0059e-02, -7.1787e-02, -1.9445e-01, -3.2336e-01,\n", - " 2.8838e-01, 1.2361e-01, 5.0745e-01, 5.0571e-01, 4.5394e-02,\n", - " 4.2681e-01, -2.4060e-01, -4.4395e-02, 2.8781e-01, -3.1175e-01,\n", - " -1.1434e-02, 3.0151e-01, -1.3853e-02, -2.2816e-02, 1.7311e-01,\n", - " 1.5809e-01, 4.0244e-02, -2.3952e-01, 3.0609e-01, -2.6309e-01,\n", - " 9.7075e-02, -4.3569e-01, -2.2369e-01, 4.2203e-01, 1.6532e-01,\n", - " -2.8449e-01, -3.1811e-01, -1.3243e-01, 2.8926e-01, -1.6043e-01,\n", - " -1.5083e-01, -3.8745e-02, -8.5798e-02, -1.2027e-01, 2.3618e-01,\n", - " 7.3756e-02, -6.0224e-02, -7.0630e-02, -2.9251e-01, -1.5558e-01,\n", - " -1.4424e-01, -2.9698e-01, 1.8194e-01, 1.6356e-01, 1.4792e-01,\n", - " -5.6139e-02, -1.5214e-01, 1.3954e-01, 2.0345e-01, -3.5457e-01,\n", - " 3.1902e-01, 2.9132e-01, -2.5712e-02, -3.4282e-01, 2.8795e-01,\n", - " -1.0619e-01, -2.2829e-01, -1.9555e-02, -1.2334e-02, -3.7453e-02,\n", - " 2.0738e-02, 1.7494e-02, 1.3835e-02, -1.4225e-02, -2.8143e-02,\n", - " -1.9602e-02, -3.0784e-02, 7.1251e-02, 1.5991e-02, 3.3960e-02,\n", - " -3.2359e-02, 2.7350e-02, -8.7807e-06, -5.5479e-02, 6.1875e-02,\n", - " 2.5380e-02, 5.2908e-02, -1.1359e-01, 9.6852e-03, 6.4524e-02,\n", - " -7.2602e-03, -6.2563e-02, -6.1265e-02, 2.4494e-02, -2.9495e-02,\n", - " -1.7313e-01, 7.4921e-02, 4.5862e-02, 6.1688e-02, -9.3834e-03,\n", - " 8.4144e-02, 4.5950e-03, -1.0053e-01, -5.6149e-02, 1.1004e-01,\n", - " 1.4374e-02, -4.6802e-03, 5.2541e-02, -3.6170e-02, -8.5449e-03,\n", - " -5.5921e-03, -3.0417e-02, 1.2495e-02, 4.3075e-02, 2.1870e-02,\n", - " 5.5257e-02, 2.2086e-02, 1.0849e-01, 2.0664e-03, 2.6770e-03,\n", - " -1.7639e-02, 3.0090e-02, 2.7612e-02, 1.7620e-02, 1.1148e-02,\n", - " 8.8009e-03, 5.0295e-02, -1.9110e-02, 7.2534e-02, 5.2390e-02,\n", - " 6.6740e-02, -1.2662e-01, -1.9853e-01, 8.5399e-02, -1.7892e-01,\n", - " 3.9913e-01, -5.4832e-03, 7.6531e-01, -1.6634e-01, 9.4297e-02,\n", - " -1.9521e-01, -1.0406e-01, -1.7094e-01, 6.5702e-02, -2.9591e-01,\n", - " 3.5312e-01, 1.4194e-01, 5.0648e-02, 1.2027e-01, 3.7924e-02,\n", - " -1.1917e-01, -4.7965e-01, 4.4047e-02, -2.6374e-02, 2.2073e-01,\n", - " -5.3977e-02, -1.7584e-01, 4.8521e-01, 2.1894e-01, 1.4986e-01,\n", - " 4.1464e-03, 6.5722e-02, 1.4616e-01, -4.9844e-02, -6.8974e-03,\n", - " -2.8312e-01, -5.7417e-01, -9.2799e-02, -1.4554e-01, -3.8905e-01,\n", - " 2.3642e-01, -5.8813e-02, -1.1237e-01, 1.3307e-01, -3.8011e-02,\n", - " -1.4164e-01, -4.4391e-02, -1.3205e-01, -9.9911e-03, 2.7255e-02,\n", - " -2.7728e-02, 4.6621e-03, -3.8725e-01, 1.7742e-01, 2.1446e-01,\n", - " 3.1606e-01, 1.2446e-01, -8.7867e-03, 6.6143e-02, -5.5724e-01,\n", - " 1.5215e-01, 5.1904e-01, 1.2371e-01, -3.4215e-02, -3.6434e-01,\n", - " -7.3646e-02, -1.3974e-01, 1.4744e-01, -5.5181e-02, -1.6336e-01,\n", - " -8.3859e-03, 1.2114e-01, 2.0644e-01, 3.3841e-01, -8.9701e-02,\n", - " -6.3812e-02, 1.7981e-01, 1.5882e-01, 1.8502e-02, 3.1529e-02,\n", - " -4.1496e-03, -9.2225e-02, 3.1884e-02, 9.3185e-02, -1.5027e-01,\n", - " -1.9594e-01, -2.9305e-02, -4.3637e-01, -1.9229e-01, 8.2728e-02,\n", - " 2.6421e-01, -2.2657e-01, -1.2674e-01, -1.0844e-02, -1.1295e-02,\n", - " 2.1947e-03, 5.3566e-02, 1.6224e-01, 1.4061e-01, 9.1433e-02,\n", - " -2.7725e-02, -1.3336e-01, -1.6402e-01, 8.1144e-03, 1.6365e-01,\n", - " 3.3805e-02, 1.1567e-01, 8.9398e-02, -7.8129e-03, -7.8674e-02,\n", - " -1.2069e-01, 1.2097e-02, 1.9971e-02, 2.3145e-01, 5.1792e-02,\n", - " 4.1265e-01, -7.7811e-02, 1.9249e-01, 2.1463e-01, -3.5297e-01,\n", - " 2.0544e-01, 5.1848e-02, 2.1828e-01, 2.9808e-02, -4.2434e-01,\n", - " -8.1091e-03, -1.2185e-01, -4.8018e-02, 1.8182e-01, -1.8021e-02,\n", - " 8.1570e-03, 3.5845e-02, -9.9781e-02, 9.8045e-02, 1.0515e-02,\n", - " 5.8585e-02, 1.2970e-01, -3.9113e-02, 2.0388e-02, 9.9133e-02,\n", - " 4.1355e-03, -7.0560e-02, -1.0300e-03, -1.1426e-01, -2.2303e-03,\n", - " 7.0617e-02, 1.0825e-01, -3.2928e-02, 3.0130e-03, 1.4302e-01,\n", - " 2.5474e-02, 2.0752e-02, -6.9888e-02, 2.6346e-03, -1.9667e-02,\n", - " 6.8254e-02, 6.9824e-02, -7.5233e-02, -3.2858e-02, -7.6477e-03,\n", - " -9.2041e-02, 1.1518e-01, 1.1256e-02, 1.4313e-01, -5.3999e-02,\n", - " 7.3000e-03, 6.2105e-02, 3.7213e-02, 8.1041e-02, -1.3787e-01,\n", - " 5.5780e-02, 9.5053e-03, -8.1575e-02, -2.1757e-02, -6.3689e-02,\n", - " 2.3786e-02, 2.5164e-02, -1.0112e-01, 3.1668e-02, -3.8108e-03,\n", - " 3.5306e-02, -4.5158e-02, 8.9193e-02, -7.6088e-02, -4.0536e-02,\n", - " -3.5524e-02, -1.2220e-01, 7.1624e-02, 9.4083e-02, 4.6922e-02,\n", - " -5.8193e-03, -5.8785e-02, -1.7030e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.1302e-03, 8.3288e-03, 3.7764e-03, 9.2886e-03, -4.1818e-03,\n", - " -8.0358e-03, 3.5761e-03, 5.2791e-03, -3.3368e-03, 3.7632e-03,\n", - " -1.5047e-02, -2.0337e-04, 5.4255e-04, 1.0059e-02, -3.7468e-03,\n", - " 3.0774e-03, -5.6145e-03, -5.8512e-03, 3.1476e-03, -3.6925e-03,\n", - " -3.6824e-03, -9.4856e-03, -8.8461e-03, 9.3814e-03, -8.3268e-04,\n", - " -8.7729e-06, 7.3185e-03, -1.2624e-03, -7.3559e-03, -7.0218e-04,\n", - " 1.2133e-02, 5.2247e-03, 7.1147e-04, -1.1045e-03, -1.0163e-02,\n", - " 1.6899e-03, -6.4589e-03, 4.5035e-03, -8.3532e-04, -1.3693e-02,\n", - " -6.7875e-04, -1.4988e-03, -5.6895e-03, -4.9859e-04, -5.1949e-03,\n", - " -5.2369e-03, 2.4274e-04, -1.3338e-03, 6.7811e-03, 4.1668e-03,\n", - " 6.2696e-03, 1.1148e-02, -9.6457e-03, 1.2593e-02, -9.0818e-04,\n", - " -6.4721e-03, -4.5739e-04, 7.4203e-03, 6.2956e-03, -3.1220e-03,\n", - " 3.9140e-03, 1.2706e-02, -6.6556e-03, 2.3061e-03, -6.5851e-03,\n", - " 3.6104e-03, -8.9584e-03, -2.0235e-03, -1.1585e-03, 7.3765e-03,\n", - " -1.9621e-03, 8.3438e-03, -3.7611e-03, 7.8270e-03, -3.1439e-03,\n", - " 3.2501e-05, 7.7944e-03, 7.3723e-03, 3.7257e-04, 1.3025e-03,\n", - " -5.0248e-03, 1.2767e-02, 6.4775e-04, 3.0374e-03, 2.4107e-03,\n", - " 6.6254e-04, -1.6845e-03, -9.3327e-03, -3.7502e-03, 1.4687e-03,\n", - " 4.7891e-03, -4.0374e-04, -2.3680e-03, -2.5337e-03, 1.6769e-02,\n", - " 6.1376e-03, -5.8544e-03, -3.0495e-03, 1.0262e-02, 1.2358e-03,\n", - " 5.9900e-04, 2.1606e-03, -4.6924e-03, 1.2841e-03, 8.3675e-03,\n", - " -3.1137e-03, -4.2472e-03, -5.3760e-03, 8.4747e-03, -3.6133e-04,\n", - " -8.0652e-03, -2.4218e-03, 2.0553e-03, -4.0989e-03, -2.7732e-03,\n", - " -1.7795e-03, -3.0304e-03, -1.2412e-02, 7.3258e-03, -9.0168e-03,\n", - " 2.6175e-04, 3.2975e-03, -3.3541e-03, -7.1123e-03, -4.3704e-03,\n", - " 1.6353e-03, -4.8155e-03, 5.7381e-03, 1.3486e-03, 1.9242e-03,\n", - " 2.8553e-03, -1.3435e-03, 4.1447e-03, 8.5664e-03, -3.3285e-03,\n", - " -5.6373e-03, 3.7651e-03, 8.7291e-04, 9.6523e-03, 2.4397e-03,\n", - " -3.5199e-03, -4.2437e-03, -5.7500e-03, 3.3118e-03, -4.8787e-04,\n", - " 5.5366e-03, 1.5445e-04, -4.2360e-03, 8.2384e-03, 6.7028e-03,\n", - " -4.4803e-03, 3.9777e-03, 7.7531e-04, -4.2377e-03, 4.4656e-03,\n", - " -6.9703e-04, 5.9160e-03, 2.5390e-03, -5.2017e-03, -9.4360e-04,\n", - " -4.0294e-03, 1.3683e-03, -6.2375e-03, 3.9049e-03, -2.4717e-03,\n", - " -3.9250e-03, 6.6070e-03, -1.5868e-03, 2.5860e-03, 2.5959e-03,\n", - " -2.5748e-03, 4.7034e-03, 3.0377e-03, -9.9056e-03, -6.4792e-03,\n", - " 2.8331e-03, 6.7968e-03, -8.4656e-04, -2.7791e-03, -4.8440e-03,\n", - " 5.0385e-03, -1.3060e-03, -3.0454e-04, 1.9929e-03, -5.7856e-03,\n", - " -1.7757e-03, -2.9631e-03, 1.1093e-02, 4.0936e-03, 2.6135e-03,\n", - " -3.0115e-03, -1.4701e-03, 3.9772e-03, -9.1698e-03, 1.0290e-03,\n", - " -4.5145e-03, 1.8637e-03, 1.3076e-02, -3.0637e-03, 9.1629e-04,\n", - " -1.0319e-03, 7.4526e-03, 5.5684e-04, 1.4114e-02, -3.1485e-03,\n", - " 5.4861e-05, 7.7189e-03, 5.8066e-03, 1.1663e-03, -1.1941e-02,\n", - " 5.2102e-03, -2.1057e-02, 1.0827e-02, 3.1306e-03, 1.0640e-03,\n", - " 2.2251e-03, -5.2622e-03, 1.3634e-02, 2.5390e-03, -2.3443e-03,\n", - " -3.7504e-03, 3.1144e-03, -2.5482e-03, -3.2639e-03, 6.3506e-04,\n", - " -5.2913e-03, -6.2382e-03, 1.2539e-02, -6.3245e-03, -7.9098e-03,\n", - " -6.6960e-03, 1.9819e-02, 9.6758e-03, -4.0976e-03, 3.3031e-03,\n", - " 1.5807e-03, -4.6316e-04, -2.4124e-02, 7.6012e-03, -6.6087e-03,\n", - " 1.4942e-02, 4.3872e-03, -2.5019e-03, -5.9275e-03, -3.1618e-04,\n", - " 8.4589e-04, -3.0197e-03, -6.9097e-03, 2.9668e-03, 1.6689e-04,\n", - " -1.2891e-02, 5.6164e-03, -9.5172e-03, 2.3087e-03, 3.2720e-04,\n", - " -1.6914e-02, 1.1818e-03, -2.1898e-03, -6.3370e-03, 7.7774e-03,\n", - " 8.0652e-03, 4.5111e-03, -1.2571e-02, 1.3353e-04, -7.6691e-03,\n", - " -2.0226e-03, 6.9852e-03, 8.8881e-03, 1.3188e-03, -2.9915e-03,\n", - " 2.2818e-03, 7.7778e-04, 7.1906e-03, 4.8195e-03, -1.4466e-03,\n", - " -5.4210e-03, -3.4155e-03, -5.4726e-03, 7.0005e-03, 3.6501e-03,\n", - " -1.4743e-03, 4.3023e-03, 7.7081e-05, 6.1213e-03, -1.0957e-03,\n", - " -5.0410e-03, 8.6026e-03, -1.9473e-03, 4.1328e-03, -3.6619e-03,\n", - " 4.2601e-03, -2.4364e-04, 5.9566e-03, 1.0200e-02, -3.9990e-03,\n", - " 5.4388e-04, 2.3225e-03, 3.7459e-03, 5.5977e-03, -4.7886e-03,\n", - " -3.9621e-03, -5.4964e-03, -3.9628e-03, 4.2827e-03, -3.2566e-03,\n", - " 1.5054e-03, -1.0894e-03, 7.4682e-03, -1.0859e-03, 2.4069e-03,\n", - " 7.3260e-03, -2.8343e-03, 2.9442e-03, 2.4487e-03, -3.8532e-03,\n", - " 1.4515e-03, -4.2675e-03, 1.8276e-03, 6.2296e-03, -7.0243e-03,\n", - " 2.8384e-03, 1.7949e-03, -4.9913e-03, 5.4674e-03, 1.5858e-03,\n", - " -2.7833e-03, 2.0097e-03, -4.2470e-04, -6.1039e-04, 7.1432e-03,\n", - " 3.3823e-03, -7.2020e-03, 4.6793e-03, 1.1270e-02, 8.0252e-03,\n", - " -1.4247e-03, -6.0653e-03, -1.2493e-03, 1.6049e-03, -1.9654e-03,\n", - " 2.5375e-03, 4.2491e-03, 2.4943e-03, -3.2281e-03, 5.1710e-03,\n", - " 4.0816e-04, -3.2378e-04, -7.7038e-04, -1.9060e-03, -1.8283e-02,\n", - " 1.7526e-03, 5.3038e-03, 3.0338e-03, -5.9947e-03, -4.8969e-03,\n", - " 3.5227e-03, 2.5542e-04, -1.4685e-03, 4.5048e-03, 3.8025e-03,\n", - " -4.2944e-03, 8.1016e-03, -2.7421e-03, -3.5800e-03, 3.9776e-04,\n", - " -1.3870e-03, 4.7748e-03, 1.7043e-03, 3.2889e-03, 6.8928e-03,\n", - " 3.6414e-03, -3.4847e-03, -3.4538e-03, -4.5311e-03, 2.8151e-03,\n", - " 3.7045e-03, -1.6635e-03, -1.6178e-02, 1.2517e-03, -4.1803e-03,\n", - " -6.0054e-03, 3.1641e-03, 5.4233e-03, 3.9157e-03, 5.1750e-03,\n", - " 5.2185e-03, 6.2142e-03, -1.2196e-02, -4.8407e-03, 1.3436e-02,\n", - " 7.6290e-04, 1.0212e-03, -1.6260e-02, 1.1412e-02, -2.9017e-03,\n", - " 1.3299e-03, -7.9741e-03, 1.5542e-02, 1.3202e-02, 7.7930e-03,\n", - " 2.6094e-03, -4.9780e-03, -6.0236e-04, -5.4971e-03, 1.2049e-03,\n", - " -7.7591e-03, -2.9220e-03, 1.0948e-02, 1.2156e-02, 8.8086e-03,\n", - " 2.7358e-03, 4.4100e-03, 3.4410e-03, 8.7051e-03, -1.6376e-02,\n", - " -1.0408e-03, -6.3309e-03, -6.5444e-06, -3.6561e-03, -2.8637e-03,\n", - " 2.4621e-03, 4.8780e-03, -9.5517e-03, -1.8709e-03, -9.3360e-03,\n", - " -5.5626e-04, 1.2100e-02, -1.6965e-03, -4.5295e-03, 2.4009e-03,\n", - " 3.5705e-03, -2.4740e-04, 9.4846e-04, 1.7978e-02, 1.1255e-02,\n", - " -1.4110e-02, 9.3378e-03, 5.9406e-04, -1.0816e-03, -1.9153e-03,\n", - " -9.9570e-03, -6.4231e-03, 8.3287e-03, -5.2733e-03, -9.2165e-03,\n", - " -7.8980e-03, -5.1210e-03, -4.9115e-03, 3.6627e-03, 5.3480e-03,\n", - " -4.6405e-03, 1.0611e-02, -1.3988e-02, 1.3989e-02, 5.0791e-03,\n", - " 4.7481e-03, -1.4192e-02, 2.1132e-03, 5.6276e-03, 7.6014e-03,\n", - " -7.2236e-03, 6.4161e-03, -1.8278e-04, -8.9497e-04, -1.5053e-02,\n", - " -6.3033e-04, -1.0799e-02, -8.0744e-03, -1.6276e-04, -5.3081e-03,\n", - " -1.0770e-03, 7.9639e-03, 1.0000e-02, -9.9652e-03, 3.5813e-03,\n", - " -1.3652e-03, 1.1154e-03, 3.4591e-03, -1.9861e-03, -1.7278e-04,\n", - " -8.6864e-03, -1.3624e-02, 3.0985e-03, -8.8747e-03, 8.5841e-03,\n", - " 3.5464e-03, 1.0931e-02, -1.5238e-03, 1.9248e-03, -7.4327e-03,\n", - " 4.3876e-03, 3.7819e-03, 1.5111e-03, 6.6869e-03, 2.9391e-03,\n", - " 6.2208e-03, 3.2333e-02, 2.1137e-04, -2.5180e-03, -2.4149e-03,\n", - " -1.0009e-02, -9.5479e-03, 1.6218e-03, 1.0529e-02, 1.4993e-02,\n", - " -4.4120e-03, -1.0896e-03, 1.0645e-03, 1.8548e-03, -7.7204e-03,\n", - " -2.4908e-03, 8.1565e-03, 9.4199e-03, -7.4813e-03, -2.0265e-02,\n", - " -3.8370e-04, -6.3512e-04, -3.5159e-03, 4.5740e-03, 3.7967e-03,\n", - " -4.6607e-03, 1.4347e-03, -1.0851e-02, 1.0144e-02, 7.2111e-03,\n", - " 1.2161e-02, 6.5903e-03, -1.1021e-02, 3.9626e-03, 1.8723e-03,\n", - " -2.8675e-03, 3.4478e-03, 1.3836e-03, -2.3493e-02, -1.4485e-02,\n", - " -1.7388e-03, 1.3186e-03, -2.6020e-03, -9.3740e-03, 8.6373e-03,\n", - " -1.0377e-02, 8.4240e-03, 3.4755e-03, 8.0952e-03, -2.5862e-03,\n", - " -7.9496e-03, 9.6695e-03, -2.0219e-02, 2.0186e-03, -4.0384e-03,\n", - " -1.6687e-03, 6.1062e-03, 1.8790e-02, -5.7767e-03, 3.0407e-03,\n", - " -2.4765e-02, -4.4020e-03, -1.5588e-02, 4.6084e-03, 1.2905e-02,\n", - " 1.6700e-02, -3.4979e-04, 2.8949e-03, 6.3047e-03, 3.4338e-03,\n", - " -1.0748e-02, 5.4402e-03, -1.0429e-02, -2.9999e-03, -3.9143e-03,\n", - " 2.1626e-03, -1.2537e-02, -4.8363e-03, -6.4308e-04, 1.2598e-02,\n", - " 3.5841e-03, 3.4678e-03, -9.8889e-03, -3.6054e-03, -8.6473e-04,\n", - " -6.6963e-03, 4.7846e-03, -1.1669e-03, 1.2587e-02, -4.3402e-03,\n", - " -5.4709e-03, -6.8251e-03, -7.8695e-03, -1.2599e-03, -1.1643e-03,\n", - " 5.2548e-03, 6.2590e-03, 2.7680e-03, -1.6786e-03, 1.8554e-03,\n", - " -1.1359e-02, 1.3039e-03, -4.8453e-04, -3.8449e-03, -1.9607e-03,\n", - " 4.2294e-03, -1.5974e-03, -1.6444e-03, 3.5837e-03, 2.4326e-03,\n", - " 3.4737e-03, 2.6290e-04, 7.7000e-03, -3.4828e-03, 8.1388e-03,\n", - " -9.7263e-03, -4.7892e-03, -4.0172e-04, 7.5825e-03, -1.3446e-03,\n", - " 7.5464e-03, -1.4075e-03, -7.4817e-03, 2.8995e-03, -7.8101e-03,\n", - " -5.9170e-04, 2.2066e-03, 4.9729e-03, 7.4648e-03, -2.4316e-03,\n", - " 2.7751e-03, -1.0411e-02, 2.9722e-03, 1.2497e-03, 2.2138e-03,\n", - " 6.4543e-03, 2.6322e-03, 5.0640e-03, -4.4102e-03, -8.2334e-03,\n", - " -9.0673e-04, 2.1743e-04, 7.5699e-03, 2.3795e-03, -8.4622e-03,\n", - " 9.5279e-03, -2.1709e-03, -1.7924e-03, -7.7583e-03, -1.5809e-03,\n", - " -5.7801e-03, -8.4893e-03, -7.7946e-04, -2.3795e-03, 7.7800e-04,\n", - " -1.7315e-03, -1.4868e-03, 4.0505e-03, 1.4026e-03, 4.0124e-03,\n", - " -1.4545e-02, 7.0829e-03, -6.0565e-03, -2.3267e-03, 7.4206e-03,\n", - " 2.8154e-03, -2.2772e-03, -8.9652e-03, 7.9110e-04, -6.2045e-03,\n", - " -1.6368e-03, -4.4610e-03, 7.6555e-03, -4.4458e-03, -4.9349e-03,\n", - " 9.2547e-03, -3.1462e-03, 5.9065e-03, -3.1377e-03, 2.5414e-03,\n", - " 2.1657e-03, 2.1611e-03, -7.8510e-03, 1.2627e-02, 3.6479e-03,\n", - " 5.7595e-04, -4.5245e-03, 4.8133e-03, -9.7969e-04, 7.2643e-03,\n", - " 2.6739e-03, 6.4362e-03, 6.5354e-03, 3.7420e-03, 4.4758e-03,\n", - " -1.5490e-03, 4.5458e-03, 2.2494e-03, 3.5938e-03, -1.0137e-02,\n", - " -5.3340e-03, 1.0491e-02, 3.2842e-03, -1.1330e-02, 6.4576e-03,\n", - " -7.0191e-03, 5.3850e-03, -4.3149e-03, 5.3758e-03, -3.5054e-03,\n", - " 6.7394e-03, 3.2263e-04, -8.4865e-03, 6.4615e-03, 5.3898e-04,\n", - " 5.9353e-03, 1.2575e-03, -3.1138e-03, 6.9690e-04, 9.3829e-03,\n", - " 7.8740e-03, 1.4360e-03, 5.6550e-03, 9.8997e-03, -5.3634e-03,\n", - " 6.8690e-03, 7.9267e-03, 1.8343e-03, 4.4525e-03, 8.5435e-03,\n", - " -1.0509e-02, -8.7481e-03, -8.5376e-03, 4.9372e-03, 4.4196e-04,\n", - " -6.9548e-04, -4.4598e-03, 4.7291e-03, 8.8131e-03, -3.1288e-03,\n", - " 9.5505e-04, -6.1635e-03, 4.1042e-04, 5.0446e-03, 2.8490e-03,\n", - " -1.1715e-02, 5.7349e-04, 4.3664e-03, -9.7794e-03, -2.5288e-03,\n", - " -7.7175e-04, -4.1753e-03, 1.3881e-03, 2.0221e-03, -1.1649e-02,\n", - " 2.8649e-03, 8.3072e-03, -2.5590e-03, -4.0360e-03, -1.3669e-02,\n", - " 3.5502e-03, 1.0669e-03, -6.0694e-04, -1.4526e-02, -8.3033e-03,\n", - " -3.4418e-03, -1.1725e-02, -1.2696e-02, 1.1830e-02, -2.3799e-03,\n", - " 4.6389e-03, -6.4471e-03, 3.8907e-04], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.2299e-02, -2.6367e-02, 6.0447e-03, 2.2283e-03, 4.9795e-02,\n", - " -2.6057e-02, -4.1140e-02, 7.3834e-03, 3.7393e-03, 4.1572e-03,\n", - " -7.2408e-03, 1.7293e-02, -9.9946e-03, -2.4248e-02, -1.0810e-02,\n", - " -5.4682e-03, 1.5715e-02, -3.3484e-02, -4.0313e-02, -2.1808e-02,\n", - " -2.2321e-03, -4.2111e-02, -8.2884e-02, 2.2820e-02, -6.0114e-02,\n", - " -1.2119e-02, -2.1905e-02, -1.7609e-02, -4.6987e-03, -7.8206e-03,\n", - " -5.8907e-03, -1.1677e-02, 2.4826e-02, -3.2271e-02, 2.8491e-02,\n", - " -3.4578e-02, 1.9115e-02, -2.2898e-02, 3.8614e-02, -1.2430e-02,\n", - " 5.8304e-02, -3.3160e-02, 3.4545e-02, 1.7082e-02, -1.8707e-03,\n", - " -2.3045e-02, -2.1621e-02, 1.6515e-02, -3.5190e-02, 5.5340e-02,\n", - " -2.0109e-02, 4.5303e-02, 2.2088e-02, -4.6221e-02, 4.4516e-02,\n", - " -1.7678e-03, -1.6376e-02, 1.1652e-02, 3.1227e-02, 4.8573e-02,\n", - " 3.7540e-03, -1.9776e-02, -2.0442e-02, 2.9682e-02, 3.0170e-02,\n", - " -6.3252e-02, -3.3656e-04, -1.0758e-03, -2.4733e-02, -3.6214e-02,\n", - " 2.0490e-02, 6.1019e-02, 9.2092e-03, -1.0230e-02, 2.0029e-02,\n", - " 1.4732e-02, -1.4377e-02, 7.3691e-03, 7.9386e-03, 7.0808e-03,\n", - " -6.7272e-03, -1.3726e-02, 1.7939e-02, 3.5181e-02, -1.3306e-03,\n", - " -2.7951e-03, -1.0222e-02, 4.5112e-02, 1.9769e-02, 2.6334e-02,\n", - " 1.3393e-02, 1.2038e-03, -1.0152e-02, -1.1008e-02, -1.1050e-02,\n", - " 2.9037e-02, 5.4345e-03, 9.1334e-03, -6.0438e-02, 5.3236e-03,\n", - " -4.1544e-02, 3.3784e-02, -2.0124e-02, 2.3379e-02, -4.8836e-03,\n", - " 2.7771e-02, 8.5119e-03, -2.6334e-02, 1.9451e-02, -1.9259e-02,\n", - " -1.4547e-02, -1.5886e-02, -2.0019e-02, -1.4513e-02, 2.0345e-02,\n", - " -1.0771e-03, -7.3814e-03, -7.6110e-03, -1.4858e-02, 1.3192e-02,\n", - " 3.1926e-03, 9.7025e-03, 2.0772e-02, 2.0624e-02, -2.1204e-02,\n", - " 2.0259e-02, 2.3221e-02, -1.3380e-02, 5.2961e-03, -4.5727e-02,\n", - " -3.2335e-02, 1.2752e-02, -2.1655e-02, 8.4878e-03, -1.0461e-02,\n", - " -8.1323e-03, -2.2254e-03, 2.3296e-02, -3.1245e-02, -1.5255e-02,\n", - " -1.3938e-03, -2.1520e-03, 2.5842e-02, 7.0877e-03, -2.5437e-02,\n", - " 1.9478e-02, 2.1854e-02, 2.1544e-02, 1.5807e-02, -2.7663e-02,\n", - " -7.8710e-03, -1.0028e-02, -1.9198e-02, -1.4362e-02, 1.0178e-02,\n", - " 2.2768e-02, 1.5823e-02, 9.4488e-03, 2.3018e-02, 2.4629e-02,\n", - " 1.2725e-03, -8.8380e-03, -3.3185e-03, 2.0701e-02, 1.6012e-02,\n", - " 4.0784e-02, -9.2876e-03, 1.8457e-02, 6.1047e-03, -2.6329e-02,\n", - " -3.0907e-02, -3.3820e-02, 2.7721e-02, 8.6545e-03, 3.4921e-02,\n", - " 2.4615e-02, -3.5041e-02, -3.6652e-02, -8.0920e-03, -4.0076e-03,\n", - " 1.1025e-02, 1.4719e-02, -1.0178e-02, -6.7462e-03, 6.1475e-03,\n", - " 1.0690e-02, 3.3948e-02, 4.0691e-03, 1.5484e-02, 1.4852e-02,\n", - " -4.8426e-02, -1.2340e-02, -3.9973e-02, -5.8563e-02, -5.6882e-04,\n", - " -2.8260e-02, -4.1899e-02, 4.3900e-02, -2.2101e-02, -5.5254e-02,\n", - " 2.7403e-02, -1.2817e-02, -6.1388e-02, 3.1872e-02, 1.9924e-02,\n", - " 1.1601e-01, -4.9726e-02, 1.6305e-02, 8.3564e-03, -8.9821e-02,\n", - " 3.2523e-02, 5.5320e-04, 6.9919e-03, -4.2199e-02, 5.1612e-02,\n", - " -6.2525e-02, 8.1582e-02, 7.6495e-02, -2.6047e-02, 1.1794e-02,\n", - " -1.0404e-01, -2.7543e-02, 1.1203e-02, 1.6688e-02, 6.5550e-03,\n", - " -7.1559e-02, -3.7918e-02, 3.8551e-02, -1.3580e-03, 1.0540e-01,\n", - " 5.0308e-02, 5.0287e-02, -1.7629e-01, -8.1310e-03, -8.8743e-02,\n", - " 2.5511e-03, 4.9779e-02, -5.7165e-03, -9.5855e-02, 5.7614e-02,\n", - " 5.0306e-03, 1.1981e-01, -1.1059e-01, -3.1255e-02, -3.6411e-02,\n", - " 5.1931e-02, 7.2463e-02, 1.0570e-02, -6.8177e-02, -6.1226e-03,\n", - " -5.7269e-02, -7.7891e-03, 9.8154e-03, -1.2198e-01, 1.5314e-02,\n", - " -3.7611e-02, -3.1364e-03, -3.5201e-02, -3.5163e-03, -1.3749e-02,\n", - " -1.3749e-02, 8.1568e-03, 5.4526e-03, 1.1254e-02, 1.9219e-02,\n", - " -1.9473e-02, 5.6050e-04, -2.3288e-02, -2.0189e-02, 4.6020e-03,\n", - " -3.5094e-02, 1.6741e-03, 1.8203e-02, 1.8319e-02, 3.8532e-02,\n", - " 4.7514e-02, -3.6065e-02, 3.4001e-02, 2.3714e-02, 1.3223e-02,\n", - " -3.5889e-02, -1.6353e-02, 1.4993e-02, 4.1764e-02, -9.2005e-03,\n", - " -3.2008e-03, -3.6946e-02, 3.1888e-03, 2.0773e-02, 2.4452e-02,\n", - " -1.3674e-02, 1.9615e-02, -3.4809e-02, 9.5632e-03, -1.3561e-02,\n", - " 3.9977e-02, 2.4728e-02, 2.9580e-02, -2.1571e-02, 6.2634e-03,\n", - " -1.5969e-02, -1.0577e-02, 2.2131e-02, 2.7542e-02, -1.2137e-02,\n", - " -2.9295e-02, 1.8271e-02, -4.6944e-03, 1.0230e-02, -2.9445e-03,\n", - " -3.8199e-02, -1.8466e-02, -2.4100e-03, 5.4344e-03, 3.4232e-03,\n", - " -8.1761e-03, -2.2172e-02, -3.5269e-02, -1.1428e-02, 5.6232e-02,\n", - " 4.9590e-02, 5.0683e-03, 4.1592e-03, -8.2871e-03, 3.3098e-03,\n", - " 7.8449e-03, -1.6449e-02, 1.7421e-02, 2.0385e-02, 2.4047e-02,\n", - " -1.7413e-02, 1.5921e-02, 1.8624e-02, 1.9648e-02, -1.3769e-02,\n", - " 9.9861e-03, -1.0944e-03, -1.6762e-02, -1.1414e-02, -1.5386e-02,\n", - " -1.4050e-02, 8.4930e-03, 1.6846e-03, 8.2454e-03, -2.8057e-04,\n", - " 1.1073e-02, -2.7322e-03, -2.1658e-02, -9.7672e-04, 2.0676e-02,\n", - " -9.0476e-03, -1.2272e-02, -1.6939e-02, 1.8321e-05, 5.2752e-02,\n", - " 1.6281e-02, 2.2557e-03, -4.6928e-03, -2.8436e-02, 2.1427e-02,\n", - " -1.8507e-02, -2.5014e-02, 4.9651e-03, -2.3305e-03, -4.3125e-02,\n", - " -8.9003e-03, -1.2526e-02, -2.4863e-03, -2.3802e-02, 1.2116e-02,\n", - " 3.8443e-03, 2.6368e-03, 3.0709e-02, 8.5294e-03, 1.0057e-02,\n", - " 2.2089e-04, -1.1063e-02, -4.5478e-03, 3.7331e-02, -2.5968e-02,\n", - " 2.4441e-02, -1.6876e-02, 6.4540e-03, 4.7686e-03, -1.1398e-02,\n", - " -5.1747e-03, -8.1591e-02, 2.9000e-02, 1.2851e-02, -1.3771e-02,\n", - " -6.8794e-02, 3.0193e-02, -3.7804e-03, 1.9550e-02, -2.5658e-02,\n", - " -9.3446e-03, -2.8750e-02, -3.0803e-02, 4.4550e-03, 3.7309e-02,\n", - " 2.2961e-02, 1.8816e-02, 5.6224e-02, 1.3746e-02, 4.4757e-02,\n", - " 2.5148e-04, -9.0258e-03, -1.5699e-02, 1.6904e-02, 6.5660e-02,\n", - " -8.8467e-04, 6.6148e-03, -1.4283e-03, -2.8584e-02, 3.7046e-02,\n", - " 3.5598e-02, 5.6849e-02, 2.2077e-03, 3.4387e-02, -4.3467e-02,\n", - " -4.4730e-02, 4.6105e-02, 6.6142e-02, 6.1135e-02, -6.0494e-03,\n", - " -3.5220e-02, 8.7637e-02, 2.0479e-02, 1.7422e-02, 4.5843e-03,\n", - " -2.5563e-02, -3.3276e-03, -1.2298e-02, 5.6015e-02, -2.1853e-02,\n", - " 4.4572e-02, -7.2469e-02, -8.2292e-03, 3.1514e-02, -1.7087e-02,\n", - " -1.6349e-02, -4.8072e-02, -1.2006e-02, 1.4473e-02, 5.1638e-02,\n", - " -7.7877e-02, -2.3963e-01, -3.1920e-02, -1.4294e-02, 4.1624e-02,\n", - " -2.2896e-02, -2.6133e-02, 7.2512e-03, 2.4202e-02, -3.6245e-02,\n", - " 2.2548e-02, 2.8968e-02, -4.5986e-02, 3.4617e-02, -9.8823e-03,\n", - " -1.9043e-02, 2.2954e-02, 7.6192e-02, 1.6216e-02, -1.8726e-02,\n", - " -1.4333e-02, 1.0262e-02, -2.0601e-02, 6.0842e-02, -8.2446e-03,\n", - " -7.1374e-02, -1.1112e-02, 1.9850e-02, 3.8210e-02, -4.3007e-02,\n", - " 1.8476e-02, -7.7458e-03, -9.5591e-03, 1.6103e-02, 4.8699e-02,\n", - " -7.6612e-02, -1.7848e-02, 2.1309e-02, 2.7335e-02, -5.1940e-02,\n", - " -2.8181e-03, -4.2079e-03, 4.7544e-02, 1.3033e-02, -1.6478e-02,\n", - " 1.0937e-02, -5.7132e-03, 3.8025e-02, -4.5309e-03, 1.9538e-02,\n", - " 4.0640e-02, 4.3414e-02, 2.8984e-03, 2.3042e-02, -2.1066e-02,\n", - " 1.9655e-02, 3.3952e-02, -5.4006e-03, 1.1982e-02, -1.2347e-02,\n", - " 4.9834e-02, 3.4514e-02, -1.2949e-02, -4.8296e-02, -7.7759e-03,\n", - " 1.6666e-02, -3.2815e-03, -1.6735e-02, 1.8327e-02, -6.0400e-04,\n", - " 3.4366e-02, -2.1058e-02, 5.3747e-02, 9.4805e-02, -3.0550e-03,\n", - " 6.0545e-03, -2.4723e-03, 1.9174e-02, -8.1860e-02, -6.5610e-03,\n", - " 3.5513e-02, -1.0977e-03, 2.6217e-02, 3.0029e-02, 6.7290e-03,\n", - " -1.6525e-02, -8.8000e-02, -1.5388e-01, 2.0500e-02, -1.2735e-02,\n", - " 1.9180e-02, 7.8665e-03, -6.7336e-03, 1.0310e-02, 2.9901e-02,\n", - " 2.3626e-02, -4.5601e-02, -1.4132e-02, 8.7256e-02, 1.8397e-02,\n", - " 7.0418e-03, -1.8900e-03, 1.1786e-01, -9.0956e-03, -2.5941e-02,\n", - " 3.8710e-02, -7.2845e-03, -2.0759e-03, -2.8251e-02, -6.1092e-03,\n", - " 1.9707e-02, 2.5508e-03, 2.3336e-02, -5.2097e-03, 2.2738e-02,\n", - " 1.8183e-02, 2.4673e-02, -9.7911e-03, 2.1014e-02, -1.0311e-02,\n", - " 3.5164e-02, -6.2241e-03, -1.4077e-01, 2.1790e-02, 4.2409e-03,\n", - " 1.4800e-02, 2.2960e-03, 2.0558e-02, 1.0431e-02, -1.2270e-02,\n", - " 4.3609e-02, 2.0709e-02, -6.9609e-02, -8.1132e-02, -8.4682e-02,\n", - " -2.9434e-02, -1.4355e-01, -1.5126e-02, 2.9518e-02, -1.1384e-01,\n", - " -1.6683e-02, -9.8539e-02, -2.2149e-02, 5.1461e-02, 5.8523e-02,\n", - " -1.5309e-01, -1.4919e-02, 3.5592e-03, -5.1674e-02, 4.2507e-02,\n", - " 9.7244e-02, 9.7473e-03, 2.8738e-02, -8.9230e-03, -9.8830e-02,\n", - " 7.7710e-03, 3.5607e-02, 8.0602e-02, 7.1595e-02, 2.9805e-02,\n", - " -4.4460e-02, 2.5833e-02, 2.6351e-02, 4.1435e-03, 2.5592e-01,\n", - " 3.1922e-02, -5.3518e-02, 3.4014e-02, -2.1606e-01, -6.1330e-02,\n", - " -5.0663e-02, -1.1274e-02, -4.2331e-03, -1.0860e-02, 4.3373e-02,\n", - " -8.3659e-02, -5.0398e-02, -2.0691e-02, -1.3180e-02, -2.6989e-02,\n", - " 6.2227e-02, 5.1282e-02, 7.7988e-02, -1.6864e-02, -6.7923e-02,\n", - " -7.8919e-02, -1.7750e-02, 2.7830e-02, 3.9274e-02, 2.2867e-02,\n", - " 2.1030e-02, -2.2316e-02, -4.6299e-03, -1.1694e-02, -3.2891e-02,\n", - " -2.8493e-02, 8.4015e-03, 2.3036e-02, -3.0386e-03, -4.8378e-02,\n", - " 9.9557e-03, 9.6439e-04, 5.3331e-02, -3.7254e-03, -2.2312e-02,\n", - " 4.0513e-03, -2.5879e-02, -9.1014e-03, -2.0190e-02, -1.2775e-02,\n", - " 1.9315e-02, 1.0687e-02, 1.5014e-02, 3.6512e-02, -1.1713e-02,\n", - " -5.2126e-02, -8.6976e-04, -1.0995e-02, -5.7366e-02, 2.6705e-02,\n", - " -4.5372e-03, 1.5001e-02, 3.8321e-02, -3.5469e-02, -1.6535e-02,\n", - " -6.0002e-02, 4.1784e-02, -6.3892e-03, 3.7532e-02, 1.6330e-02,\n", - " -3.4147e-02, -1.1365e-02, 2.4485e-02, 4.9513e-02, -1.5101e-02,\n", - " 3.4222e-02, -1.3525e-02, 1.0752e-02, -1.0896e-02, -4.4762e-02,\n", - " -3.6113e-02, 7.9229e-03, 5.5873e-02, -2.0338e-03, 2.5597e-02,\n", - " -5.1385e-02, 8.9843e-03, 6.2625e-02, -1.2141e-03, -2.1407e-02,\n", - " 2.7776e-03, -3.4962e-03, -2.0886e-02, -2.2423e-02, 9.7180e-03,\n", - " 6.3014e-03, -1.8907e-02, -1.0427e-02, 1.1548e-02, -8.8326e-04,\n", - " 1.3924e-03, -5.0359e-03, 2.1305e-02, -2.1989e-02, 2.1543e-02,\n", - " -2.3430e-03, -9.7738e-04, 1.7061e-02, -5.0949e-03, -1.4141e-02,\n", - " -3.0202e-03, 1.6349e-02, 1.5002e-02, -3.1997e-02, 1.3311e-02,\n", - " 1.2690e-01, -4.4591e-02, -3.4404e-03, 6.2991e-02, 4.5215e-03,\n", - " 1.5560e-02, 3.1768e-02, -1.5103e-02, -2.0088e-02, 1.6693e-02,\n", - " -1.3721e-02, -2.8177e-02, -9.0486e-03, 1.8221e-02, 3.9827e-02,\n", - " -5.5550e-02, 1.7972e-02, -1.0785e-02, -1.7799e-02, -2.9102e-03,\n", - " -7.6985e-03, -2.3899e-02, 1.0650e-02, -1.9104e-03, -1.5920e-02,\n", - " 2.2434e-02, 1.6145e-02, 1.9242e-02, -4.7098e-03, 1.7613e-02,\n", - " 9.6937e-03, -8.3046e-02, 1.3067e-02, -2.3601e-03, 2.8663e-02,\n", - " 1.4150e-02, -5.6467e-03, 9.9477e-03, -1.0502e-02, 5.4545e-03,\n", - " 1.1272e-02, -1.5929e-02, -2.7044e-02, -1.0705e-02, 1.9881e-02,\n", - " -1.0167e-02, -1.6105e-02, -1.9589e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.4578e-02, 5.0511e-02, -6.8908e-02, -9.6279e-03, 8.6479e-03,\n", - " -5.1858e-02, -3.5535e-02, -6.3147e-02, 2.5675e-02, -3.3494e-02,\n", - " 1.9736e-02, -1.8779e-02, 5.7686e-02, -4.9109e-02, -5.7644e-02,\n", - " -1.1658e-02, -2.9885e-02, 9.4720e-04, -6.5287e-02, 4.3729e-02,\n", - " -6.6305e-02, 1.0682e-02, -4.5261e-02, 1.1219e-02, 3.4694e-02,\n", - " -3.7734e-02, -1.1385e-01, -6.8868e-02, 1.8240e-01, -2.6260e-02,\n", - " -3.0932e-03, 3.0622e-02, -6.5912e-02, -7.9868e-03, 1.6600e-02,\n", - " 3.8526e-02, 2.8402e-02, 1.8586e-03, 1.9479e-02, 6.6594e-02,\n", - " -1.7092e-02, -1.3248e-02, 9.3206e-02, 1.0075e-02, 4.0507e-02,\n", - " -3.5256e-02, 2.5725e-02, -4.9262e-02, 6.7931e-02, 2.0545e-02,\n", - " 1.0578e-01, -7.0147e-04, -1.0848e-01, 5.9003e-02, 1.6285e-02,\n", - " -3.5881e-02, 5.5070e-02, -7.4909e-02, -5.5673e-02, 3.0501e-02,\n", - " -7.1883e-02, 6.4878e-02, -7.8643e-02, -3.2429e-02, 1.9860e-02,\n", - " -1.1668e-02, -3.9158e-02, 5.0506e-02, -3.9235e-02, 2.1725e-02,\n", - " 7.0619e-02, -2.0162e-02, -4.1833e-02, 1.1306e-01, -8.4074e-02,\n", - " 8.9877e-02, -6.3786e-02, -6.1886e-02, -2.8581e-02, -8.9214e-02,\n", - " -7.7227e-02, 1.4581e-02, -2.3004e-03, -3.1740e-02, 3.7133e-02,\n", - " 9.5641e-02, -8.5445e-02, 1.0434e-01, 1.5207e-02, -4.5802e-02,\n", - " 7.7261e-02, -2.9115e-02, -1.5408e-01, -2.1505e-02, -4.7861e-03,\n", - " 4.7817e-02, 5.6556e-03, -2.2699e-03, -4.3931e-02, -1.7476e-02,\n", - " 7.5618e-02, -4.1800e-02, 2.7486e-02, 7.7542e-02, 9.5427e-02,\n", - " -3.0486e-02, -1.1847e-01, 2.1911e-02, 4.1940e-02, 5.1217e-02,\n", - " -3.6692e-02, 1.1423e-02, -7.3405e-03, 4.1624e-02, 6.0775e-02,\n", - " -5.8090e-02, -3.6631e-02, -7.1071e-03, -5.3239e-02, 2.9959e-02,\n", - " -5.8497e-02, -5.7950e-02, 2.1623e-02, -1.1494e-01, -3.0187e-02,\n", - " 4.5352e-02, -1.5585e-02, -9.3303e-02, 3.1678e-03, -2.1818e-02,\n", - " 1.0442e-02, -1.1039e-01, -5.8945e-02, 2.9058e-02, -3.8107e-02,\n", - " -3.5145e-02, -2.2938e-02, -9.2678e-02, -2.7075e-02, 5.3416e-02,\n", - " 1.2700e-01, -1.4081e-02, -2.8807e-02, 2.4830e-02, -2.1511e-02,\n", - " 2.3583e-02, 6.0056e-02, 8.2511e-02, -7.0251e-02, -2.4983e-02,\n", - " 2.8887e-02, -2.5124e-02, 1.3311e-02, -2.0021e-02, 3.1304e-02,\n", - " -8.5807e-02, -5.7669e-02, 2.4945e-02, -1.6177e-02, -4.9407e-02,\n", - " -3.5859e-02, 1.6217e-02, 9.0022e-02, 2.2880e-02, 4.6763e-02,\n", - " 4.4419e-02, -6.0377e-02, -4.7926e-02, -1.2443e-01, 3.6229e-03,\n", - " 1.8132e-02, 6.6452e-02, 1.4037e-02, -1.6331e-02, -1.1329e-02,\n", - " 8.4571e-02, -4.4872e-02, -7.4273e-02, -3.4837e-02, 2.8140e-02,\n", - " 1.4246e-01, -2.9606e-02, -6.7629e-02, -1.7606e-02, -2.4591e-02,\n", - " 2.4645e-02, -8.9900e-02, -7.0505e-03, -6.9583e-03, 1.2739e-03,\n", - " 7.1222e-02, 1.7658e-02, -1.0881e-01, 1.6503e-02, 5.7598e-02,\n", - " -3.3600e-02, 2.9336e-02, -4.1844e-02, -3.1206e-02, -7.5020e-02,\n", - " 3.0974e-02, -9.4930e-02, -5.1098e-03, 7.0990e-02, 8.3939e-02,\n", - " 3.6935e-03, 2.7375e-02, -2.5401e-02, -5.8768e-02, 5.4717e-02,\n", - " 3.7554e-02, 1.2396e-01, -7.8662e-02, -1.2683e-02, -8.7514e-02,\n", - " 8.0383e-02, 3.2949e-02, 5.5452e-02, 2.6038e-02, 6.7109e-02,\n", - " 7.8567e-03, -4.8984e-02, -7.6618e-02, 6.6398e-02, 4.7900e-02,\n", - " -8.3999e-02, 2.8516e-02, 4.5123e-02, -2.7835e-02, 6.5076e-03,\n", - " 4.8228e-02, -4.1790e-03, -9.3680e-02, 3.6670e-02, -3.2465e-02,\n", - " 5.5496e-02, -4.6320e-02, -6.6367e-03, -3.2869e-02, 3.6526e-02,\n", - " -5.0594e-03, -5.8102e-02, 1.5682e-01, -1.0111e-01, 7.9125e-02,\n", - " 6.1713e-02, -5.3731e-02, -2.4562e-02, 7.7775e-03, -2.1732e-02,\n", - " 2.6613e-02, -1.6021e-01, 3.9763e-03, -7.7463e-02, -8.0879e-02,\n", - " 8.2168e-02, 4.6569e-02, 7.8040e-02, -3.3746e-02, -5.6778e-02,\n", - " -1.1840e-02, -7.3115e-02, 1.7688e-02, 3.5143e-02, -1.1684e-01,\n", - " 6.5141e-02, 6.4736e-02, -3.8686e-02, -5.7529e-02, -4.7193e-02,\n", - " -7.7642e-02, -1.7592e-02, -4.1758e-02, 9.3316e-03, -1.2701e-02,\n", - " -5.4243e-03, 3.3596e-02, 2.6004e-02, -2.5457e-02, -6.0741e-02,\n", - " 2.4781e-02, -7.5852e-02, -3.3704e-02, 1.4708e-01, 3.0936e-02,\n", - " 4.5588e-02, -9.2661e-02, 6.7290e-02, 3.7958e-02, -7.1119e-02,\n", - " -3.7467e-02, -7.3489e-02, 6.4114e-02, 3.0491e-03, 8.7380e-04,\n", - " -1.7012e-02, 4.6758e-02, -1.2593e-02, 4.0421e-03, -4.1298e-02,\n", - " -1.7619e-02, -7.4921e-03, 5.7175e-02, -6.2310e-03, -1.6212e-01,\n", - " 8.5179e-02, 4.7564e-02, -1.0077e-03, 6.4548e-01, -4.3875e-02,\n", - " 1.1579e-02, -3.6563e-02, -6.6649e-03, -5.3211e-02, -2.1227e-02,\n", - " -2.5636e-02, -3.7652e-02, -7.9245e-02, 9.9556e-02, -9.0043e-02,\n", - " 3.8389e-02, 4.2622e-03, 5.6319e-02, 4.1060e-02, -2.2288e-02,\n", - " 6.3179e-02, -1.4952e-01, -1.1860e-03, 1.7443e-02, -6.3258e-02,\n", - " 9.9497e-02, -5.0709e-02, 7.6648e-02, -8.4598e-02, 1.5326e-01,\n", - " 5.1550e-02, 8.7317e-02, -1.5878e-02, -8.2778e-02, -6.2912e-02,\n", - " -3.0271e-02, 3.0919e-02, -1.1277e-01, -2.4009e-02, -2.4440e-03,\n", - " -3.4408e-03, -3.2376e-02, -7.9006e-03, 3.3287e-02, -6.1146e-03,\n", - " 6.2806e-02, 3.9894e-02, -3.6993e-02, 2.7163e-02, -1.5087e-02,\n", - " 4.1039e-03, -1.4492e-02, 1.9741e-04, 7.0495e-02, -3.5320e-02,\n", - " -6.1017e-02, 1.1243e-02, -4.0216e-02, 4.2701e-02, -3.5735e-02,\n", - " 1.7713e-02, 6.8362e-02, -2.0039e-02, -5.8745e-02, 4.6663e-03,\n", - " 7.4593e-02, -3.8464e-02, 3.2271e-02, 2.4718e-02, 4.6618e-03,\n", - " -3.9111e-04, -4.8578e-03, 2.3779e-03, 7.5503e-02, -6.3449e-02,\n", - " -3.5555e-02, 2.2189e-01, 9.9143e-02, 7.7582e-02, -2.8714e-02,\n", - " 3.4316e-02, 8.5470e-02, 5.9932e-02, 7.9361e-02, 3.5441e-03,\n", - " 7.2703e-03, 4.9419e-04, -4.4187e-02, 7.3914e-02, 2.6357e-02,\n", - " -8.6495e-02, 1.3624e-01, 2.4265e-02, -1.5150e-02, 3.7040e-02,\n", - " -4.8415e-02, 5.8911e-02, -1.3657e-01, -3.9960e-02, -5.4069e-04,\n", - " 6.2952e-02, 2.6462e-02, -3.1714e-02, 7.8920e-03, 5.2236e-02,\n", - " 3.8680e-02, 3.2994e-02, 4.0667e-02, 6.7528e-05, -6.6856e-04,\n", - " 5.4397e-02, -7.8115e-02, -5.2359e-02, 4.3619e-02, 1.0659e-03,\n", - " -8.6306e-04, 5.5881e-02, -3.5918e-02, 1.1723e-01, -1.3541e-02,\n", - " 9.0333e-04, 8.4520e-03, 2.0957e-02, 4.1977e-02, -1.2166e-03,\n", - " -6.4597e-02, 2.3944e-02, 5.6483e-02, -1.1565e-01, 4.0474e-02,\n", - " 2.4641e-02, -5.3615e-02, 4.3786e-02, -2.7870e-02, -2.2432e-02,\n", - " -4.0537e-02, -2.0788e-03, -4.3421e-02, 2.3186e-03, 2.0491e-02,\n", - " 3.5279e-02, 3.3340e-02, 1.0701e-01, -8.4434e-03, 3.0521e-02,\n", - " -7.4863e-02, 1.3370e-02, -6.6574e-02, -1.2657e-02, 1.9653e-02,\n", - " -4.3188e-02, 4.3777e-02, 2.3486e-02, 6.2949e-02, -7.7528e-03,\n", - " -7.4373e-02, 7.4555e-02, 4.7409e-02, -6.5177e-02, -2.9883e-02,\n", - " -8.6657e-02, -1.0243e-01, -1.8153e-02, 2.6155e-02, 1.4144e-01,\n", - " 2.7440e-02, 6.9396e-02, -5.2212e-03, -4.2343e-02, 1.2134e-01,\n", - " 2.4320e-02, -9.4093e-03, 8.0996e-03, 4.7630e-04, -3.9164e-02,\n", - " 3.1741e-02, 1.0721e-01, 7.1610e-03, 3.7497e-02, 3.0498e-02,\n", - " -2.4046e-02, -5.5028e-02, 5.7012e-02, -3.7875e-02, -9.9769e-02,\n", - " 5.5580e-03, -4.1575e-02, 1.6190e-02, 1.4083e-03, 9.5304e-02,\n", - " -1.5768e-03, 1.1316e-01, -4.0348e-02, -1.0600e-01, 1.6626e-02,\n", - " 7.0695e-03, -4.7526e-02, 1.0149e-02, 8.3472e-02, 1.1190e-01,\n", - " -4.0908e-02, 4.6374e-02, 8.0253e-02, 1.1143e-01, -4.5841e-02,\n", - " 1.3492e-01, -5.7379e-02, 2.7314e-02, 1.5332e-02, 1.9288e-02,\n", - " -4.4661e-02, 5.0577e-02, 4.3391e-03, 4.6164e-02, 9.1339e-02,\n", - " -7.0876e-02, 1.4182e-02, 6.9297e-02, 2.5107e-02, 1.1028e-02,\n", - " 1.1613e-02, -2.3474e-02, 5.2265e-02, -8.3276e-02, -5.3834e-02,\n", - " 2.0681e-02, -4.4166e-02, -7.8381e-02, -1.0387e-01, 6.1494e-02,\n", - " -1.0916e-03, -1.0033e-01, -5.9673e-03, -1.2240e-01, 7.2777e-02,\n", - " -1.3664e-03, -2.1094e-02, 5.3261e-02, 3.9425e-02, 7.4221e-02,\n", - " -1.0072e-01, -5.2677e-03, 7.9972e-03, -1.0101e-01, 9.7247e-03,\n", - " 5.5794e-02, 5.6504e-03, 6.9240e-02, -1.9926e-02, 2.8815e-02,\n", - " 2.9216e-03, 3.9610e-02, -3.8277e-02, -6.3773e-04, 4.7707e-02,\n", - " 2.9635e-02, -1.7754e-02, -1.4412e-02, 2.1079e-02, -6.5434e-02,\n", - " 1.3963e-02, -3.9299e-02, -9.8476e-02, -3.1367e-02, 6.4941e-02,\n", - " 4.9521e-02, -3.4118e-02, -1.1359e-01, 6.3753e-02, 1.1327e-01,\n", - " 9.6434e-02, -2.0002e-02, 1.3592e-01, -5.7111e-02, 5.4583e-02,\n", - " 4.1030e-02, -3.1982e-02, -1.4250e-01, 2.9209e-03, 2.8458e-02,\n", - " -6.5953e-02, -8.2555e-02, 3.8716e-02, 4.6521e-02, -1.3202e-01,\n", - " -2.0601e-02, -3.0716e-02, -7.8835e-03, 1.1429e-01, 1.9816e-02,\n", - " -3.5246e-02, 4.1230e-03, -1.2560e-02, -2.3459e-02, 3.2273e-02,\n", - " -1.0036e-01, 2.8796e-02, -9.8177e-03, -3.3467e-02, -1.5711e-02,\n", - " -2.2253e-02, 5.2515e-02, 5.8488e-02, 2.6783e-02, -8.9727e-02,\n", - " 2.2690e-03, 3.5415e-02, 9.4395e-02, 1.0781e-01, 7.2728e-02,\n", - " 2.0170e-02, 6.9750e-02, 8.3771e-02, -2.3631e-02, 3.4260e-02,\n", - " -1.1197e-01, -1.6004e-02, 1.0702e-03, 1.0086e-02, 5.8172e-02,\n", - " -3.3162e-02, -7.7963e-02, 4.7717e-02, -8.1169e-02, 4.0368e-02,\n", - " -8.1358e-02, 5.6003e-02, -1.2977e-02, -2.1311e-02, -1.3564e-02,\n", - " 2.3265e-03, 4.1486e-02, -6.4469e-03, -7.5590e-02, -2.8563e-02,\n", - " -2.4962e-02, -2.4490e-02, 9.6827e-02, 5.2611e-02, -8.8839e-04,\n", - " 1.2166e-01, 1.0377e-02, 1.8699e-02, 3.7634e-02, -4.4151e-02,\n", - " 5.9885e-03, -4.9503e-02, 5.0008e-03, 7.5156e-03, -1.3069e-02,\n", - " 8.4939e-02, -1.4025e-02, 2.3019e-02, -2.3995e-02, 3.9396e-02,\n", - " -1.8565e-02, -6.2489e-02, -8.8125e-02, -2.5595e-03, -3.5875e-02,\n", - " -6.1910e-03, 4.1591e-02, 8.2742e-04, -7.3422e-02, -1.0874e-01,\n", - " -9.8309e-02, -7.3192e-02, 1.9531e-02, -3.2941e-02, -2.6022e-02,\n", - " 6.1804e-02, -6.8107e-02, -4.1176e-02, 4.6871e-02, -1.7228e-02,\n", - " 4.4314e-03, 4.1636e-02, -8.0972e-02, 2.5002e-02, -2.5467e-02,\n", - " -1.2325e-02, -2.2053e-02, -6.6179e-02, 7.7994e-03, 3.9427e-02,\n", - " 2.0380e-02, 4.1481e-02, 5.1393e-02, 2.2905e-02, 8.8838e-04,\n", - " -5.3705e-02, -1.8338e-03, -4.4247e-03, 2.4446e-02, -1.2022e-02,\n", - " -4.6568e-02, -8.5222e-03, 8.3215e-02, -3.6686e-04, -1.0893e-01,\n", - " -6.4653e-03, 8.3765e-02, 1.0889e-02, -5.4431e-02, -5.5643e-02,\n", - " 2.9851e-02, 3.9627e-02, 1.9525e-02, 7.9224e-02, 4.2602e-02,\n", - " -2.3108e-02, 1.1474e-01, -3.2830e-02, -3.6787e-02, -1.9404e-02,\n", - " -5.8872e-02, -4.3331e-02, -4.9852e-02, 9.2552e-02, -4.5496e-02,\n", - " 1.9915e-02, 8.1433e-02, 5.4503e-02, 4.1145e-02, 2.2515e-02,\n", - " -5.7644e-02, -3.6328e-02, 2.2937e-02, -4.2606e-02, -3.3826e-02,\n", - " 3.5877e-02, 3.2692e-02, -1.2586e-01, 3.9427e-02, -6.6019e-02,\n", - " 1.0822e-02, -3.5595e-02, 4.2867e-02, 8.3187e-02, -8.4326e-02,\n", - " -5.4280e-02, -8.8386e-02, -4.2226e-02, 2.4748e-02, -2.8106e-02,\n", - " -2.1720e-02, 1.6657e-03, 1.0468e-01, -6.3366e-02, -8.8841e-03,\n", - " 4.8828e-02, 9.8149e-02, -3.5133e-02, 4.3391e-02, 5.0050e-02,\n", - " -3.2300e-02, 2.3210e-02, -8.7485e-02, 6.4873e-03, 1.1352e-01,\n", - " -6.6110e-02, -6.1094e-02, -6.6483e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8510, 0.8257, 0.7928, 0.7660, 0.8913, 0.8281, 0.8445, 0.8589, 0.8335,\n", - " 0.8318, 0.7619, 0.7584, 0.7800, 0.7981, 0.8150, 0.8331, 0.8130, 0.7681,\n", - " 0.8971, 0.8065, 0.8500, 0.7828, 0.8105, 0.8420, 0.7675, 0.8296, 0.7695,\n", - " 0.8437, 0.7941, 0.7906, 0.8720, 0.7707, 0.8293, 0.8442, 0.8368, 0.8053,\n", - " 0.8500, 0.8071, 0.8720, 0.8020, 0.8177, 0.8587, 0.8598, 0.8547, 0.7876,\n", - " 0.7641, 0.8262, 0.8296, 0.8399, 0.8436, 0.8437, 0.8228, 0.8427, 0.7761,\n", - " 0.7994, 0.8011, 0.7898, 0.7825, 0.7900, 0.7748, 0.8243, 0.7830, 0.7415,\n", - " 0.8101, 0.8179, 0.8152, 0.8171, 0.8370, 0.8315, 0.8333, 0.8294, 0.8526,\n", - " 0.8107, 0.7847, 0.8414, 0.7678, 0.8014, 0.7884, 0.7709, 0.7842, 0.7995,\n", - " 0.8541, 0.8626, 0.7935, 0.7421, 0.7844, 0.8210, 0.8014, 0.8193, 0.8523,\n", - " 0.8044, 0.7955, 0.7774, 0.7874, 0.8264, 0.7873, 0.7921, 0.7779, 0.8087,\n", - " 0.8809, 0.8706, 0.8710, 0.8334, 0.8159, 0.7753, 0.7403, 0.7870, 0.8629,\n", - " 0.8031, 0.8052, 0.8132, 0.7908, 0.7825, 0.8076, 0.7931, 0.7665, 0.7964,\n", - " 0.8168, 0.8174, 0.7986, 0.7972, 0.7374, 0.7908, 1.5736, 0.7438, 0.8114,\n", - " 0.8175, 0.7729, 0.8241, 0.7774, 0.8176, 0.7696, 0.7618, 0.7936, 0.7794,\n", - " 0.8420, 0.8064, 0.7897, 0.8098, 0.7232, 0.8446, 0.8544, 0.8349, 0.9250,\n", - " 0.7950, 0.7515, 0.8202, 0.8211, 0.8191, 0.8058, 0.7866, 0.8170, 0.7736,\n", - " 0.8333, 0.8139, 0.7869, 0.7910, 0.7895, 0.8322, 0.7710, 0.8215, 0.8464,\n", - " 0.7851, 0.8645, 0.8320, 0.8428, 0.8414, 0.8195, 0.7995, 0.8295, 0.7840,\n", - " 0.8225, 0.7822, 0.7974, 0.8703, 0.7734, 0.7586, 0.7917, 0.7643, 0.7986,\n", - " 1.1452, 0.8621, 0.7994, 0.8423, 0.8737, 0.8176, 0.8991, 0.8092, 0.8371,\n", - " 0.8004, 0.8279, 0.8419, 0.8627, 0.7956, 0.8486, 0.8536, 0.8331, 0.7776,\n", - " 0.8259, 0.7628, 0.8196, 0.8029, 0.7470, 0.7574, 0.7778, 0.8815, 0.7860,\n", - " 0.7648, 0.8167, 0.7715, 0.7660, 0.8203, 0.7959, 0.8472, 0.7968, 0.7602,\n", - " 0.7818, 0.8744, 0.7962, 0.7917, 0.8197, 0.8365, 0.8365, 0.7572, 0.7966,\n", - " 1.2110, 0.8171, 0.7959, 0.8326, 0.8835, 0.8224, 0.8375, 0.8334, 0.8147,\n", - " 0.8302, 0.7990, 0.8172, 0.7980, 0.8131, 0.7872, 0.7525, 0.8322, 0.8247,\n", - " 0.8071, 0.7800, 0.7475, 0.7993, 0.8181, 0.7804, 0.7601, 0.8367, 0.8880,\n", - " 0.7911, 0.7993, 0.8491, 0.7950, 0.7475, 0.8268, 0.7655, 0.7931, 0.8672,\n", - " 0.7960, 0.8240, 0.7914, 0.8019, 0.8155, 0.8145, 0.7911, 0.7961, 0.8460,\n", - " 0.8038, 0.8091, 0.7963, 0.7739, 0.8235, 0.8404, 0.7353, 0.7868, 0.7713,\n", - " 0.8257, 0.7760, 0.8650, 0.8396, 0.7547, 0.8330, 0.7613, 0.8619, 0.8795,\n", - " 0.7843, 0.8174, 0.7860, 0.8342, 0.8418, 0.8442, 0.8352, 0.7675, 0.7637,\n", - " 0.7934, 0.8304, 0.8057, 0.8740, 0.8356, 0.8312, 0.7938, 0.9066, 0.8161,\n", - " 0.7882, 0.8436, 0.6058, 0.7900, 0.8079, 0.7783, 0.8306, 0.7776, 0.8318,\n", - " 0.7522, 0.8328, 0.7851, 0.8060, 0.7278, 0.7904, 0.8447, 0.7845, 0.8577,\n", - " 0.8094, 0.8080, 0.7544, 0.8361, 0.7872, 0.7987, 0.7649, 0.7356, 0.7803,\n", - " 0.8844, 0.8541, 0.7947, 0.8072, 0.8383, 0.8543, 0.7873, 0.7751, 0.9416,\n", - " 0.7676, 0.7911, 0.7594, 0.7603, 0.8573, 0.8636, 0.8009, 0.9210, 0.8014,\n", - " 0.8343, 0.8710, 0.7355, 0.8167, 0.8286, 0.8040, 0.7774, 0.7924, 0.7905,\n", - " 0.8173, 0.7930, 0.7894, 0.7766, 0.8055, 0.8762, 0.7797, 0.7965, 0.8487,\n", - " 0.7506, 0.8332, 0.7838, 0.8682, 0.8132, 0.9272, 0.8566, 0.8289, 0.8118,\n", - " 0.8008, 0.8701, 0.8313, 2.5250, 0.8217, 0.8654, 0.8540, 0.8199, 0.8196,\n", - " 0.8356, 0.8108, 0.8126, 0.7997, 0.7916, 0.8042, 0.7916, 0.8182, 0.8213,\n", - " 0.8095, 0.7978, 0.8538, 0.8172, 0.7845, 0.7694, 0.7891, 0.7885, 0.7536,\n", - " 0.7715, 0.8031, 0.8020, 0.8340, 0.8361, 0.8003, 0.8129, 0.8456, 0.8083,\n", - " 0.7897, 0.7797, 0.7836, 0.8082, 0.7998, 0.8000, 0.8122, 0.7390, 0.8369,\n", - " 0.8250, 0.7879, 0.7934, 0.7731, 0.7736, 0.7948, 0.7981, 0.8248, 0.8291,\n", - " 0.7916, 0.7704, 0.8154, 0.8876, 0.7966, 0.7762, 0.7982, 0.8266, 0.8194,\n", - " 0.8384, 0.8074, 0.7418, 0.8020, 0.9121, 0.8985, 0.8177, 0.8144, 0.7862,\n", - " 0.8073, 0.8366, 0.8987, 0.7970, 0.8768, 0.8282, 0.7598, 0.8120, 0.8513,\n", - " 0.8381, 0.8151, 0.7820, 0.8012, 0.8504, 0.8743, 0.7752, 0.8129, 0.8677,\n", - " 0.7503, 0.7722, 0.9080, 0.7513, 0.8448, 0.8314, 0.7648, 0.8037, 0.7693,\n", - " 0.8952, 0.8161, 0.8136, 0.8226, 0.7862, 0.7451, 0.8143, 0.8198, 0.8029,\n", - " 0.8108, 0.8793, 0.7652, 0.7910, 0.8355, 0.8227, 0.8080, 0.9047, 0.8200,\n", - " 0.7819, 0.7874, 0.7532, 0.9005, 0.8115, 0.8480, 0.8377, 0.7895, 0.8139,\n", - " 0.7743, 0.8517, 0.7912, 0.8046, 0.8307, 0.8291, 0.7865, 0.7627, 0.7951,\n", - " 0.8157, 0.7955, 0.8474, 0.8280, 0.7328, 0.8517, 0.7856, 0.8500, 0.7728,\n", - " 0.8499, 0.7929, 0.7896, 0.8106, 1.0271, 0.7854, 0.8490, 0.7472, 0.7939,\n", - " 0.7746, 0.8279, 0.7994, 0.8574, 0.8042, 0.8021, 0.7965, 0.7551, 0.9254,\n", - " 0.8000, 0.7857, 0.8344, 0.8255, 0.8428, 0.8358, 0.7970, 0.7681, 0.8200,\n", - " 0.7992, 0.8324, 0.7910, 0.8328, 0.8405, 0.8329, 0.8147, 0.8015, 0.8139,\n", - " 0.8428, 0.7922, 0.8250, 0.7718, 0.7867, 0.8736, 0.8075, 0.8417, 0.7727,\n", - " 0.8572, 0.7758, 0.8489, 0.7720, 0.8072, 0.8162, 0.7464, 0.8102, 0.7856,\n", - " 0.7961, 0.7762, 0.8932, 0.8287, 0.7932, 0.8443, 0.8429, 0.7838, 0.8267,\n", - " 0.8288, 0.9089, 0.8545, 0.8156, 0.8476, 0.8470, 0.8044, 0.8675, 0.7878,\n", - " 0.7617, 0.8100, 0.8019, 0.8035, 0.8220, 0.8211, 0.7597, 0.8634, 0.8445,\n", - " 0.8229, 0.8500, 0.7857, 0.8870, 0.7757, 0.8299, 0.7883, 0.7862, 0.7882,\n", - " 0.8250, 0.7542, 0.7470, 0.7905, 0.7932, 0.8666, 0.8015, 0.8408, 0.8210,\n", - " 0.8140, 0.8361, 0.7913, 0.8215, 0.8108, 0.8295, 0.8067, 0.7671, 0.8479,\n", - " 0.8202, 0.7591, 0.8208, 0.8396, 0.7866, 0.7910, 0.8478, 0.8291, 0.7592,\n", - " 0.8228, 0.8095, 0.8147, 0.7912, 0.7899, 0.8279, 0.8742, 0.7988, 0.8531,\n", - " 0.7806, 0.8327, 0.8789, 0.8030, 0.8163, 0.7886, 0.7544, 0.7862, 0.8216,\n", - " 0.8141, 0.8043, 0.8063, 0.8437, 0.8568, 0.8603, 0.8814, 0.8053, 0.7855,\n", - " 0.8483, 0.8329, 0.8150, 0.7926, 0.8178, 0.8195, 0.8148, 0.8055, 0.8319,\n", - " 0.8338, 0.8059, 0.7993, 0.8197, 0.8854, 0.8378, 0.8840, 0.8034, 0.8227,\n", - " 0.8283, 0.8310, 0.7845, 0.8204, 0.8798, 0.8211, 0.7838, 0.7893, 0.7812,\n", - " 0.8488, 0.8126, 0.8101, 0.8248, 0.7681, 0.7743, 0.7819, 0.9110, 0.8200,\n", - " 0.7569, 0.7792, 0.8366, 0.7883, 0.8131, 0.8047, 0.8415, 0.8265, 0.7610,\n", - " 0.7898, 0.8392, 0.7941, 0.7533, 0.8616, 0.8420, 0.7869, 0.8216, 0.8024,\n", - " 1.2443, 0.8168, 0.8529, 0.7907, 0.8274, 0.8539, 0.7878, 0.8237, 0.8074,\n", - " 0.8214, 0.7938, 0.8045, 0.8205, 0.9494, 0.8140, 0.7813, 0.8519, 0.8056,\n", - " 0.8402, 0.7720, 0.7907, 0.8242, 0.8478, 0.8229, 0.7814, 0.8257, 0.7962,\n", - " 0.8264, 0.8280, 0.8258, 0.8627, 0.8229, 0.7925, 0.8172, 0.8139, 0.7995,\n", - " 0.8773, 0.8333, 0.8293, 0.7715, 0.8145, 0.7740, 0.7940, 0.8213, 0.8117,\n", - " 0.7642, 0.7931, 0.8569], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.9634e-02, -6.3622e-02, 6.7667e-02, -9.8957e-02, 8.3189e-02,\n", - " 9.3695e-02, 1.6163e-01, 1.6849e-01, -1.2009e-01, -1.6283e-01,\n", - " 1.2824e-02, 1.3595e-02, -2.0002e-01, 6.5053e-02, 3.3547e-03,\n", - " 2.4297e-01, 2.0000e-01, 6.8249e-02, -8.8831e-02, -4.7633e-02,\n", - " 1.9888e-01, -2.2325e-02, -3.4413e-02, 9.2640e-02, 3.4294e-03,\n", - " 8.9293e-02, 6.9186e-02, -1.2650e-01, -9.4288e-02, -3.3893e-02,\n", - " 1.3517e-01, -4.3623e-04, 1.3734e-01, -1.4416e-01, -8.7846e-02,\n", - " 5.1723e-02, -1.6302e-01, -8.8349e-02, -4.6989e-02, -1.6174e-01,\n", - " -9.8409e-02, -1.7043e-01, -8.8724e-02, 8.7026e-02, 3.2200e-02,\n", - " -1.7585e-02, 1.5776e-01, 8.5899e-02, -3.0859e-02, -2.2616e-02,\n", - " -2.9177e-01, -3.1198e-02, 1.9825e-01, -7.7385e-02, 9.8072e-02,\n", - " 1.2666e-01, -5.6339e-02, -1.3905e-01, -1.5887e-01, -1.5905e-01,\n", - " -6.4038e-02, 8.5224e-02, -3.4700e-02, -1.0963e-01, 1.3282e-02,\n", - " 1.4645e-01, -3.2465e-02, 1.9734e-02, -1.8064e-01, -5.0230e-02,\n", - " -9.6340e-02, 6.3890e-02, -9.1495e-02, -6.3184e-02, 1.0972e-01,\n", - " -2.0805e-02, -1.2959e-01, 6.1818e-02, 4.8875e-02, 3.1672e-02,\n", - " -3.2338e-02, 9.3389e-02, -3.8628e-02, 8.0285e-02, -1.3373e-02,\n", - " -1.1157e-01, 6.8738e-02, -1.0489e-01, -1.8389e-01, 1.1481e-01,\n", - " -1.2556e-01, -1.4697e-01, 8.5729e-02, -8.7324e-02, 7.8940e-02,\n", - " -1.0211e-02, 8.6786e-02, -5.9400e-02, 5.5322e-02, -1.2584e-01,\n", - " -1.1083e-01, -8.0483e-02, 1.0781e-01, -7.5506e-02, -8.0584e-02,\n", - " 3.6466e-02, -8.5659e-02, -1.7817e-01, -1.0515e-01, 3.6775e-02,\n", - " -7.7444e-02, -1.4709e-02, -6.7841e-02, -1.7277e-01, -7.6749e-02,\n", - " 4.1880e-02, -3.5353e-02, -1.0811e-01, -7.8314e-02, -5.6127e-02,\n", - " -5.6506e-02, -7.9387e-02, 2.3372e-03, 1.0449e+00, 2.5767e-02,\n", - " -2.7539e-01, -3.5457e-02, 6.5390e-02, -1.1383e-01, 2.4931e-02,\n", - " -8.7080e-03, 2.5219e-02, -7.1286e-02, -7.8882e-02, -1.6375e-01,\n", - " -2.0500e-02, 2.7776e-02, -6.5971e-02, -7.1774e-02, -8.0701e-02,\n", - " -1.0329e-01, 6.0130e-03, -9.9378e-03, 1.0897e-01, 1.4376e-01,\n", - " -5.2824e-02, -8.3945e-02, -2.7456e-01, -1.0571e-01, 8.9165e-02,\n", - " -6.2144e-02, 1.1374e-01, -9.9546e-02, -5.9904e-02, -1.2443e-01,\n", - " 5.3822e-02, -1.3767e-02, 2.7864e-02, 2.8030e-02, -1.6972e-01,\n", - " -1.9637e-02, -1.0432e-01, -4.1808e-02, -1.2087e-02, 1.8580e-01,\n", - " 4.5931e-02, 7.6061e-02, 1.0496e-01, -1.2660e-01, -4.2139e-02,\n", - " -8.2277e-02, -1.4728e-01, -6.5631e-02, -8.0154e-02, -3.5748e-02,\n", - " 5.3958e-02, 9.5627e-02, -2.0282e-02, 4.9823e-02, 5.4665e-02,\n", - " -4.5130e-01, 1.0649e-01, -3.7907e-02, -4.4066e-02, 2.2208e-02,\n", - " -5.1547e-03, 2.8113e-01, -6.6522e-02, 9.2171e-02, 1.7494e-02,\n", - " -1.4836e-01, -3.4533e-03, 1.4114e-01, -1.4549e-01, 2.6293e-02,\n", - " -1.0252e-01, -9.1711e-02, -4.4933e-02, -1.8692e-02, -2.1993e-02,\n", - " 3.2264e-03, 1.3967e-02, -2.8481e-02, -1.4913e-01, -9.1051e-02,\n", - " 3.9888e-02, -4.8912e-02, -9.4883e-02, 1.3721e-02, 3.3163e-02,\n", - " -1.6499e-01, -3.9790e-02, -4.5493e-03, 1.1105e-01, -2.9148e-02,\n", - " -4.1659e-02, -2.0134e-01, -4.9231e-02, 1.1906e-01, -1.3337e-01,\n", - " 1.0928e-02, 1.5222e-01, -7.5770e-02, 5.1390e-02, -4.5789e-02,\n", - " 4.1191e-01, 5.1656e-02, -1.7002e-01, 9.6573e-02, -6.4475e-02,\n", - " -1.6274e-01, -7.3911e-02, 3.2534e-01, -1.3640e-01, -9.1051e-02,\n", - " -3.9113e-02, -5.1964e-02, -1.4728e-02, 9.5567e-02, -3.0453e-01,\n", - " 4.9397e-02, 7.7281e-02, -2.0980e-01, 1.3360e-01, -5.4493e-02,\n", - " -9.2164e-02, 6.1992e-02, 3.9270e-03, -1.0176e-01, -7.1568e-02,\n", - " -1.9041e-01, 1.4594e-01, -4.9409e-02, -1.0839e-01, 1.1297e-02,\n", - " -9.1030e-02, -6.3892e-02, -1.3601e-01, -4.7126e-02, 1.0431e-01,\n", - " 1.2021e-01, -7.2285e-03, -4.1923e-02, -3.0529e-02, -2.1581e-02,\n", - " -2.4533e-01, 4.8957e-03, -1.7248e-04, 3.1634e-02, 2.7645e-02,\n", - " -2.6671e-02, 5.8838e-02, -1.2700e-01, 4.0932e-02, -4.4434e-02,\n", - " -8.9510e-02, -8.4061e-05, -1.8936e-03, -7.6442e-02, -8.5867e-02,\n", - " 3.6410e-03, 1.0914e-01, -3.5020e-02, -1.0355e-01, -2.8205e-01,\n", - " -6.2289e-02, 1.5333e-01, -5.0480e-02, -3.2438e-02, -1.1360e-01,\n", - " -6.3252e-02, -4.3177e-03, -1.8378e-01, -2.8954e-02, 1.8174e-01,\n", - " 3.2420e-02, -7.2692e-02, 8.3667e-03, 1.1529e-01, -6.7861e-02,\n", - " -1.1008e-01, 1.2941e-01, -1.4846e-02, 7.2553e-02, 8.9079e-02,\n", - " -4.6507e-02, -1.0127e-01, -1.3501e-01, -1.0327e+00, -3.1622e-03,\n", - " -1.5172e-01, -1.0368e-01, 1.2802e-01, 7.5823e-02, -1.3481e-01,\n", - " 8.8376e-02, -4.8903e-02, -6.7820e-02, -5.3022e-02, -8.6679e-02,\n", - " -2.7180e-02, 1.6691e-01, 6.1938e-02, -2.7889e-01, -7.9135e-02,\n", - " -1.1899e-01, -1.4626e-02, 1.8332e-01, -2.5914e-02, -8.6856e-02,\n", - " 6.8072e-02, 7.8954e-02, 5.3224e-02, 1.7055e-01, -5.1558e-02,\n", - " -1.0577e-01, -1.4009e-01, -2.7469e-02, 4.7304e-03, -1.3622e-01,\n", - " 1.2525e-02, 1.0520e-01, 6.8147e-02, 5.0730e-02, -4.0849e-02,\n", - " -1.7330e-01, -1.3342e-02, -2.2979e-01, -9.0664e-02, -2.6308e-01,\n", - " -6.1537e-02, -1.0180e-01, 2.2991e-01, -7.1487e-02, -1.7504e-02,\n", - " -6.6763e-02, -1.0061e-01, 1.2692e-01, 2.4475e-02, 6.2756e-03,\n", - " -1.8025e-02, -2.1105e-01, 1.1078e-01, 1.7901e-02, 5.7091e-02,\n", - " 1.5526e-02, -1.0141e-01, 5.2689e-03, -1.6347e-01, -1.0707e-01,\n", - " -2.7559e-01, -5.2087e-02, -2.8723e-02, -2.0108e-01, -2.6397e-01,\n", - " -2.1626e-02, 1.1753e-01, -1.6254e-01, -2.1556e-01, 1.0447e-02,\n", - " -6.2737e-02, -1.4833e+00, -1.1046e-01, -1.7192e-01, 2.4766e-01,\n", - " -5.0067e-02, -9.2092e-02, 7.8533e-02, -5.4513e-02, -1.7551e-01,\n", - " -1.3987e-01, -8.4708e-03, 3.1370e-03, -1.7431e-01, -1.0219e-01,\n", - " -6.1529e-02, -1.8624e-01, -1.5332e-01, 1.7929e-01, -7.5322e-02,\n", - " -3.3790e-02, -1.2696e-01, 9.9250e-02, -9.6178e-02, -1.3553e-01,\n", - " -5.8228e-02, 2.9613e-02, -1.9149e-01, 8.2919e-02, -6.0430e-02,\n", - " -5.1517e-02, 7.5239e-03, -1.8235e-02, -8.7784e-02, -4.8428e-02,\n", - " 5.1432e-02, 2.6579e-02, -1.2016e-01, -9.3306e-03, -2.8217e-02,\n", - " -2.0247e-02, -7.8200e-02, 2.2541e-02, -1.4143e-01, -1.0894e-02,\n", - " 1.6573e-02, -1.0229e-01, -1.9638e-01, -1.4054e-01, 8.7213e-02,\n", - " -1.3702e-01, -1.5208e-01, -7.6166e-02, 9.1434e-02, -8.1207e-02,\n", - " 3.4009e-02, 4.7558e-02, -1.8234e-01, -3.5899e-02, -5.7347e-02,\n", - " 5.4107e-02, 1.4793e-02, 1.0430e-02, -1.7031e-01, -1.0464e-01,\n", - " -3.5042e-01, -1.9158e-01, 9.2418e-02, 3.7559e-02, -9.7405e-02,\n", - " 6.1124e-02, -1.1003e-01, 1.3475e-01, -1.1100e-01, 1.8244e-01,\n", - " 1.1706e-01, -4.4486e-02, 5.5285e-02, -3.4761e-01, -2.7539e-01,\n", - " -1.7336e-02, -1.7760e-01, 1.8534e-02, 1.2154e-01, 2.1128e-01,\n", - " -8.5735e-02, 1.3856e-01, -3.2358e-01, -3.3461e-03, -5.2334e-02,\n", - " 1.5147e-02, -6.4845e-02, -9.5687e-02, 1.0531e-01, -1.1930e-01,\n", - " -1.6826e-01, -6.2170e-02, 3.8616e-02, -1.6144e-01, -7.9383e-02,\n", - " -4.7872e-02, -6.3124e-02, -1.1797e-01, 9.5356e-02, -1.5895e-01,\n", - " -1.1327e-01, -4.9932e-02, 1.3097e-01, -2.3225e-02, -4.4876e-02,\n", - " -1.6668e-01, -1.0864e-01, 2.1689e-03, 1.7966e-02, -4.6334e-02,\n", - " -1.0440e-01, -1.7442e-01, -2.9528e-02, 1.8975e-02, 1.1198e-01,\n", - " 4.1941e-02, 1.1200e-01, -8.8794e-02, -1.4606e-01, -4.5993e-02,\n", - " -3.4797e-03, -1.5252e-01, 4.3101e-02, -2.1567e-01, -7.5942e-02,\n", - " -1.0493e-01, -6.9546e-02, -3.4403e-02, -9.2701e-02, -3.4303e-02,\n", - " 1.7153e-01, -2.0395e-02, -1.1249e-01, -1.9277e-01, 1.5488e-02,\n", - " -5.1233e-02, 6.1843e-02, 3.2551e-02, -8.7959e-02, -1.8635e-02,\n", - " -1.0520e-01, -1.0839e-01, -5.9517e-02, 1.5896e-02, 3.5751e-02,\n", - " 1.3413e-02, -3.1133e-02, -1.4934e-01, -9.0302e-03, 4.5739e-02,\n", - " -1.4792e-01, -2.0007e-02, -1.3493e-01, 1.0787e-02, -3.3816e-01,\n", - " 3.1175e-02, -4.6899e-02, 4.3312e-02, -6.6313e-02, -1.5312e-01,\n", - " -1.0540e-01, -9.8326e-02, -4.7153e-03, 1.3070e-01, 8.9454e-02,\n", - " -9.8902e-02, -9.2686e-02, 1.0269e-01, -2.8549e-02, 6.6661e-03,\n", - " -5.3918e-02, -7.3896e-02, 1.2809e-01, -1.2009e-02, -8.5162e-02,\n", - " -1.2883e-01, -8.3677e-02, 1.4764e-01, -1.0634e-01, -1.3061e-01,\n", - " 1.0886e-02, -1.9140e-02, 5.7075e-02, -5.2589e-02, 2.6397e-02,\n", - " -1.2699e-01, -4.0904e-03, 1.5376e-01, -2.3331e-02, -1.1140e-01,\n", - " 5.7679e-02, 3.1887e-02, -2.9850e-01, 2.0528e-02, -2.6509e-01,\n", - " -7.3115e-02, 5.6351e-02, 6.2625e-02, 2.8202e-02, -1.5173e-01,\n", - " -1.3854e-01, 1.9960e-01, -7.8035e-02, -1.3321e-01, -6.6651e-02,\n", - " -6.6570e-02, -1.0854e-01, 2.9537e-02, -6.8222e-02, -4.1412e-02,\n", - " 5.0937e-02, -1.3486e-01, -3.0162e-02, 2.1738e-02, 6.1227e-02,\n", - " -1.3544e-04, -5.1528e-02, -1.2112e-01, 1.0918e-01, 5.4059e-02,\n", - " 1.4152e-01, -2.2390e-02, 1.9856e-02, -2.0093e-01, 7.6524e-03,\n", - " 5.3075e-02, -1.1348e-01, -5.5725e-02, 2.0508e-02, -3.6909e-02,\n", - " -1.3771e-01, -1.8553e-01, -4.8380e-02, -1.0147e-01, -1.7881e-01,\n", - " 1.9155e-01, -1.5777e-02, 4.4207e-02, -2.8531e-02, 3.4955e-03,\n", - " 6.8470e-02, 1.5250e-01, -6.3887e-02, 1.6214e-02, 1.7061e-02,\n", - " 1.2607e-01, -5.5609e-03, 1.2198e-01, 2.5293e-01, -3.7000e-02,\n", - " 1.1397e-02, 1.0501e-01, 3.7040e-02, 1.0137e-01, -1.6220e-02,\n", - " -1.1710e-01, 2.0133e-01, -1.5687e-01, -2.4239e-01, -4.3420e-02,\n", - " -3.1539e-01, 8.1076e-03, 2.2814e-01, 7.4322e-02, 1.9125e-01,\n", - " 1.0501e-01, 7.0834e-02, 1.4475e-01, 8.2203e-02, -6.9037e-02,\n", - " -1.0078e-01, 8.2504e-02, 1.0292e-01, -9.9707e-03, -1.0356e-01,\n", - " 2.0269e-02, -8.9988e-02, 9.3030e-02, -7.7161e-02, -9.7605e-03,\n", - " 1.4462e-02, -3.4608e-02, 2.0389e-01, 1.3810e-01, 1.7598e-01,\n", - " 1.2853e-01, -5.7037e-02, -1.6307e-01, -6.9622e-02, 1.8726e-01,\n", - " -9.3597e-02, 7.7707e-02, 2.6425e-02, -3.1967e-02, -6.2175e-02,\n", - " 2.8677e-02, -8.3913e-02, 7.2417e-02, -6.8797e-02, -3.4197e-02,\n", - " -4.2399e-02, 3.0505e-02, 1.4990e-01, -1.6313e-01, -3.1918e-02,\n", - " -8.8834e-02, -9.3050e-02, -5.1629e-02, 9.4387e-05, 4.2220e-02,\n", - " -2.3819e-02, -2.0130e-01, -6.7952e-02, -6.0981e-02, 6.2493e-02,\n", - " 1.7185e-01, -8.5870e-03, -1.0499e-01, -7.3440e-03, 1.7131e-01,\n", - " 3.7926e-02, 2.7036e-01, 7.5689e-02, -1.9814e-02, 3.0447e-02,\n", - " -9.0346e-02, 7.0207e-02, 5.3655e-02, 4.0548e-02, -9.5520e-02,\n", - " -1.1084e-02, -2.1027e-01, 2.4161e-02, 4.7274e-02, -4.2653e-02,\n", - " -6.7483e-01, -1.2850e-02, -9.2719e-02, 5.6161e-02, 9.8158e-02,\n", - " -1.5418e-01, -8.3470e-02, -1.3492e-01, -8.9307e-02, -6.8725e-02,\n", - " 4.8085e-02, 1.1932e-02, -8.5937e-02, 7.0960e-02, 2.3639e-01,\n", - " -6.3271e-02, -1.0931e-01, 2.1265e-01, -1.1311e-01, 5.1169e-02,\n", - " -3.5789e-02, -2.7773e-02, -2.3312e-01, -1.4190e-01, 4.1386e-02,\n", - " 7.7668e-02, 1.8668e-02, -2.0945e-01, 6.8989e-02, 7.8100e-02,\n", - " -8.4330e-02, -8.3940e-02, -7.9275e-02, 1.5135e-01, -1.6493e-01,\n", - " -4.6172e-02, -2.9566e-01, 6.8822e-02, -8.8592e-02, -1.5561e-01,\n", - " 6.2503e-02, -1.3773e-01, 5.5092e-02, -1.6108e-01, -1.6780e-01,\n", - " -5.0354e-02, -7.1745e-02, -6.7072e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1082, -0.0017, -0.0896, ..., -0.0263, -0.0708, -0.0997],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.7552e-02, -1.9101e-02, -2.9883e-02, -8.1504e-02, 9.8980e-02,\n", - " 5.9764e-02, 7.0469e-02, 6.3483e-02, -5.0608e-02, -6.9417e-02,\n", - " 2.0236e-02, 4.9168e-02, -5.7219e-02, 1.2250e-01, -1.7906e-02,\n", - " 1.4715e-01, 1.7219e-01, 2.1932e-02, 4.7961e-03, -2.1743e-02,\n", - " 6.5337e-02, 1.5524e-02, 4.8866e-02, 2.4456e-02, -3.7374e-02,\n", - " 5.5888e-02, 9.7395e-02, 5.0426e-02, -1.0072e-01, 3.8435e-02,\n", - " 8.8411e-02, -3.3628e-02, 6.0645e-02, -1.0744e-01, -7.4975e-02,\n", - " 2.6858e-02, -8.6133e-02, -2.6558e-02, -7.0204e-02, -3.9223e-02,\n", - " -1.5491e-02, -1.1075e-01, 1.9014e-02, 1.0081e-01, 6.8838e-02,\n", - " 1.5397e-02, 1.4781e-02, 2.6420e-02, -2.1303e-02, 4.2291e-03,\n", - " -1.4659e-01, 7.6633e-02, 1.2531e-01, 2.2555e-02, 1.2799e-01,\n", - " 9.7054e-02, 1.4199e-02, -2.5208e-02, -5.2480e-02, -1.5332e-01,\n", - " 2.9439e-02, 6.6671e-02, 7.7241e-02, -1.1008e-01, 4.2143e-02,\n", - " 8.1816e-02, -8.6334e-02, 8.0345e-02, -8.2716e-02, -6.8623e-02,\n", - " 1.4669e-02, 5.3713e-02, 4.5828e-03, -5.0369e-02, 1.0560e-02,\n", - " -1.1561e-01, -5.1248e-02, 1.2057e-01, 7.7503e-02, 8.8792e-02,\n", - " 5.3211e-03, 7.5784e-03, 6.2266e-03, 1.0384e-01, -3.4989e-02,\n", - " -1.6219e-01, -6.1267e-02, -3.6482e-03, -6.5597e-02, 9.7629e-02,\n", - " -1.2195e-01, -4.4889e-02, 1.0313e-01, 5.4797e-03, 3.3794e-02,\n", - " -1.1611e-02, 1.1351e-01, -2.3649e-02, 6.6286e-02, -9.9045e-02,\n", - " 5.5303e-02, -3.9737e-02, 6.1537e-02, -4.0833e-02, -8.6907e-02,\n", - " 6.6727e-02, -2.6189e-02, -8.0558e-02, -3.3461e-02, -4.3184e-02,\n", - " -3.9677e-02, 1.5538e-01, -2.5149e-02, -5.2311e-02, -1.6817e-02,\n", - " 7.4012e-02, -1.7712e-02, 5.4394e-02, -2.4889e-02, -3.9993e-03,\n", - " 2.4664e-02, 9.0225e-02, -1.0348e-02, 3.4622e-01, -9.4902e-03,\n", - " -6.2517e-02, -2.2002e-02, 6.9746e-02, -9.6318e-02, -8.6096e-03,\n", - " -2.6965e-03, 6.8363e-02, -2.4802e-02, -1.5015e-02, -7.2702e-02,\n", - " -5.5987e-02, 3.7600e-02, 1.6591e-02, 9.1095e-03, 6.1895e-02,\n", - " -6.5435e-02, 1.6176e-02, -3.7755e-02, 5.1033e-02, 1.5009e-01,\n", - " -2.4141e-02, 5.9902e-03, -1.7313e-01, -1.1148e-01, 5.6002e-02,\n", - " -1.2592e-01, 5.2785e-03, -9.1512e-02, 2.4099e-02, -8.7852e-02,\n", - " 6.0496e-02, 3.2715e-02, 6.1635e-02, -6.3099e-02, -3.8216e-02,\n", - " 2.9694e-02, -2.8703e-02, 4.4855e-02, -4.2044e-02, 1.0165e-01,\n", - " 8.9768e-02, 2.7094e-02, 9.6900e-02, -5.8014e-02, 3.7607e-02,\n", - " -2.3233e-02, -1.3521e-02, -9.0145e-03, -6.2598e-02, -6.0940e-02,\n", - " -8.2780e-02, 5.0186e-02, 2.4054e-02, 1.2223e-01, 5.3364e-02,\n", - " -6.3819e-01, 6.2707e-02, -3.3669e-03, -4.2087e-02, 2.3676e-02,\n", - " -2.5632e-02, 1.3470e-01, -1.1527e-02, 6.4680e-02, 1.5122e-02,\n", - " -6.1214e-02, 5.9024e-02, 6.8468e-02, -7.7565e-02, 6.8911e-02,\n", - " -1.0017e-02, -9.0518e-02, 4.3546e-02, 4.4535e-03, -1.7598e-03,\n", - " -6.2536e-02, -4.9217e-02, 4.0797e-02, -9.4278e-02, -7.4907e-02,\n", - " 1.1984e-01, -4.2156e-02, 4.6366e-02, -1.9191e-03, 1.1976e-01,\n", - " -1.2034e-01, -4.5352e-02, 4.6730e-02, 1.6635e-01, 4.0956e-02,\n", - " -8.6741e-03, -8.1010e-02, -5.4985e-02, 3.5872e-02, -1.2873e-01,\n", - " 6.9693e-02, 4.7547e-02, -7.7888e-02, 6.0655e-02, -1.5256e-02,\n", - " 1.3536e-01, 7.8470e-02, -5.3165e-02, 9.4824e-05, -1.7653e-02,\n", - " -1.0447e-01, 1.1193e-02, 6.3987e-02, -7.1466e-02, -3.6802e-02,\n", - " 5.2816e-03, 2.6962e-02, 1.9735e-02, 7.9609e-02, -8.0390e-02,\n", - " 1.2347e-01, 6.7812e-02, -3.1846e-02, 1.1534e-01, -2.6287e-02,\n", - " -5.9748e-02, 1.0363e-02, -2.5639e-02, -4.0211e-02, -1.1744e-02,\n", - " -1.5721e-01, 4.3972e-03, 3.0167e-02, -9.7805e-03, 5.6758e-02,\n", - " -9.3214e-02, 6.9306e-03, -4.4406e-02, 8.5561e-02, 1.1771e-01,\n", - " 6.9305e-02, 4.3670e-02, -3.6307e-02, 1.9562e-03, -8.3519e-03,\n", - " -9.0759e-02, 3.0296e-02, -7.7617e-02, 7.8057e-02, 6.1967e-02,\n", - " 1.0569e-01, 1.4329e-01, -5.7834e-02, 6.0752e-02, -1.4316e-02,\n", - " -4.2428e-02, 4.6467e-02, -1.7290e-02, -4.2118e-02, -4.1163e-02,\n", - " -2.2674e-02, 1.2416e-01, -6.1690e-02, -1.2397e-02, -1.3567e-01,\n", - " -1.0550e-01, 8.9255e-02, -7.9626e-02, -5.2635e-02, -4.7508e-03,\n", - " -4.7494e-02, 5.1953e-02, -8.8919e-02, -1.0175e-01, 1.0324e-01,\n", - " 3.6963e-02, -4.2933e-03, -4.7262e-02, 2.0356e-02, -2.3087e-02,\n", - " -5.9691e-02, 5.1103e-02, 6.3223e-04, 7.3352e-02, 6.9537e-02,\n", - " -4.8742e-02, 2.5387e-02, -5.6810e-02, -6.1066e-01, -4.4211e-02,\n", - " -8.0503e-02, -6.0467e-02, 7.0444e-02, 6.9231e-02, 1.0150e-02,\n", - " -2.6286e-02, -7.8187e-02, 1.2135e-02, -6.2621e-03, 3.2202e-02,\n", - " -9.3170e-03, 7.1725e-02, 7.2442e-02, -1.4227e-01, 1.8552e-02,\n", - " -7.8338e-02, 1.0542e-02, 1.1239e-01, 5.2885e-02, 3.8779e-02,\n", - " -1.0015e-01, 1.2903e-02, -1.8343e-03, 3.9987e-02, -6.7529e-02,\n", - " -2.5000e-03, -4.7019e-02, -3.9251e-02, -4.1427e-02, -6.3993e-02,\n", - " 8.6111e-02, 9.2680e-02, 4.1254e-02, 2.9180e-02, -9.1338e-03,\n", - " -6.2895e-02, 2.6644e-03, -8.6475e-02, 1.6118e-02, -1.2145e-01,\n", - " -8.3768e-02, -4.5096e-02, 1.2818e-01, -5.7325e-02, -1.4708e-02,\n", - " -4.9054e-02, -9.2094e-02, 8.5005e-02, 2.7500e-02, 2.4341e-02,\n", - " 8.2859e-02, -9.8056e-02, 1.0937e-01, 3.2294e-02, 4.2069e-02,\n", - " 1.0627e-01, -1.2262e-01, 3.5071e-02, -4.8184e-02, -3.3970e-02,\n", - " -1.4408e-01, 7.2304e-03, -1.8278e-02, -6.9799e-02, -8.7174e-02,\n", - " -4.4147e-02, -1.9730e-02, -4.3730e-02, -1.6056e-01, 1.7131e-02,\n", - " 3.1927e-02, -2.9129e-01, -1.3208e-04, -8.6744e-02, 1.0072e-01,\n", - " -9.7853e-02, -5.3415e-02, 1.0111e-03, -5.5046e-02, -5.0510e-02,\n", - " -2.0119e-02, 1.0338e-01, 3.3506e-02, -5.2398e-02, -5.2287e-02,\n", - " 1.7510e-02, -9.9062e-02, -5.0860e-02, 1.0784e-01, -9.4566e-03,\n", - " -4.0615e-02, -1.1739e-01, 8.4467e-02, 4.2408e-03, -7.0628e-02,\n", - " 1.5794e-02, -8.7676e-02, -6.4637e-02, 3.0169e-02, -4.5232e-02,\n", - " -4.5618e-02, 3.8786e-02, -6.4020e-02, -3.1999e-03, -4.4916e-02,\n", - " 3.0444e-02, 5.7500e-02, -3.8595e-02, -2.4118e-02, -1.5788e-02,\n", - " 1.9027e-02, -5.1826e-02, 6.0551e-02, -1.3605e-01, 3.3981e-02,\n", - " 1.0574e-01, 1.5876e-02, -1.1774e-01, 4.7213e-03, 1.0500e-01,\n", - " -1.0522e-01, -6.5394e-02, -4.6684e-03, 1.1568e-01, -2.9537e-02,\n", - " 1.9302e-02, 8.0413e-02, -4.7058e-02, -3.3123e-02, -2.8264e-02,\n", - " 1.2967e-01, 3.9024e-02, 6.2766e-03, -8.3924e-02, -2.0221e-02,\n", - " -1.0369e-01, -5.6690e-02, 6.1575e-02, -3.5458e-02, -2.4787e-02,\n", - " 4.7428e-02, -4.3019e-02, 6.3370e-02, -1.2462e-02, 8.3076e-02,\n", - " -1.3625e-02, 9.2603e-03, 4.2029e-03, -1.8970e-01, -1.6745e-02,\n", - " -2.1018e-02, -1.1468e-01, -3.5212e-02, 1.1852e-01, 8.4228e-02,\n", - " 5.1111e-03, 1.1418e-01, -1.5040e-01, 6.2058e-02, -3.2656e-02,\n", - " 1.8308e-02, -2.1581e-02, -3.2736e-02, 7.3150e-02, -6.4752e-02,\n", - " -9.4181e-02, -4.8331e-02, 6.4193e-03, -6.7217e-02, -1.8256e-02,\n", - " 3.1565e-05, -4.0711e-02, -1.1345e-01, 3.9847e-02, -4.3403e-02,\n", - " -8.2811e-04, -1.5399e-02, 9.3750e-02, -8.5563e-03, 1.3749e-02,\n", - " -4.4913e-02, 4.7170e-02, 4.2243e-02, 4.4624e-02, -2.9499e-02,\n", - " -8.8034e-03, -2.2389e-02, 3.9218e-02, -2.6770e-02, -4.7181e-02,\n", - " 3.1094e-02, 6.1592e-02, -9.8796e-02, -9.6118e-02, -4.7970e-02,\n", - " 5.7782e-02, -9.1554e-02, 9.4851e-02, -1.2530e-01, -3.6643e-03,\n", - " -4.5754e-02, -8.6513e-02, -2.7181e-02, -4.1280e-02, 4.2433e-02,\n", - " 1.3953e-01, -2.1563e-02, -3.9561e-03, -8.6442e-02, 3.1682e-02,\n", - " -1.7148e-02, 5.3783e-02, 2.4924e-03, -7.1851e-02, -4.1573e-02,\n", - " -2.9374e-02, 2.6773e-02, -4.9041e-02, 2.4384e-02, -1.5951e-04,\n", - " 5.3462e-02, 9.5581e-03, -4.2903e-02, 5.2717e-02, 1.1375e-02,\n", - " -6.6682e-02, 5.7971e-02, -1.4347e-02, 6.3449e-02, -2.0303e-01,\n", - " 2.6150e-02, 4.1828e-02, -7.0530e-03, -1.1210e-02, -3.0129e-02,\n", - " -7.7546e-02, 4.1267e-02, 9.3949e-02, 6.9542e-02, 2.3388e-02,\n", - " 1.7832e-02, 1.6107e-02, 3.9901e-03, 1.2365e-01, 2.4412e-02,\n", - " -4.0933e-02, 3.1260e-02, 2.4695e-02, -1.8128e-02, -6.2454e-02,\n", - " 6.7982e-03, 6.7770e-02, 5.1695e-02, -5.8211e-02, -1.2121e-01,\n", - " 3.5418e-02, -4.1471e-02, 1.3869e-01, 7.7779e-02, 2.8041e-02,\n", - " -7.1986e-02, 2.6992e-02, 1.4375e-01, -6.9353e-02, 2.0755e-02,\n", - " -1.3017e-02, 2.4441e-02, -1.5003e-01, 1.0360e-01, -1.2508e-01,\n", - " -4.2380e-02, 9.7494e-03, 1.0667e-01, 1.7276e-01, -2.7205e-02,\n", - " -5.9563e-02, 5.6052e-02, -9.3633e-02, -9.9569e-02, 2.8048e-02,\n", - " -2.3351e-02, -8.9287e-02, 2.0996e-02, -6.4035e-02, 9.4746e-03,\n", - " 7.0486e-02, -9.0936e-02, -1.2638e-02, -2.5624e-04, 1.2731e-01,\n", - " -7.6902e-03, 6.8181e-04, -8.9530e-02, 8.1624e-02, 1.0716e-01,\n", - " 8.8180e-02, 3.3903e-02, 4.8081e-02, -7.4646e-02, 2.5266e-02,\n", - " 1.1099e-01, -1.2067e-02, 7.8247e-02, 5.0167e-02, 9.4191e-02,\n", - " -1.2335e-01, -5.1383e-02, -3.9435e-02, 3.2673e-02, -5.8408e-02,\n", - " 1.1142e-01, -4.1838e-02, -2.9445e-02, 9.4614e-03, 5.3572e-02,\n", - " 1.4995e-02, 9.3793e-02, -1.8687e-03, 5.4938e-02, 1.5869e-02,\n", - " 1.2725e-01, 3.5434e-02, 1.2855e-01, 8.4082e-02, -8.6476e-03,\n", - " 7.8199e-02, 7.4972e-02, 1.1008e-01, 1.1953e-01, 4.1692e-03,\n", - " -7.4996e-02, 9.5510e-02, -1.0597e-01, -6.3848e-02, -1.2091e-02,\n", - " -1.0671e-01, 2.2532e-02, 1.2704e-01, 4.6429e-02, 9.3594e-02,\n", - " 7.9082e-02, 7.3825e-02, 4.2154e-02, 1.5092e-01, -3.8896e-02,\n", - " -3.8002e-02, 1.1316e-01, 6.6065e-02, 9.3564e-02, -4.6570e-02,\n", - " 7.6666e-02, -2.3078e-02, 5.8144e-02, -4.0367e-02, 9.0807e-02,\n", - " 1.4236e-02, -1.3126e-02, 4.3617e-02, 9.0530e-02, 1.5598e-01,\n", - " 1.9056e-01, -2.4029e-02, -5.2486e-02, -6.4968e-02, 1.6059e-01,\n", - " -3.9003e-02, 6.0146e-02, 3.2064e-02, -6.1824e-02, -4.3470e-02,\n", - " 1.6267e-02, -7.3185e-02, 1.4688e-01, -6.1569e-02, 3.5383e-02,\n", - " 1.5175e-02, -1.1097e-02, 7.9761e-02, -2.5666e-02, -1.8623e-02,\n", - " -5.2326e-02, -1.2878e-01, 2.3762e-02, 2.8581e-02, 1.0265e-01,\n", - " -9.5077e-03, -1.1973e-01, -4.7809e-02, 1.9155e-02, -6.8521e-02,\n", - " 1.4069e-01, 5.0390e-02, -6.8261e-02, 8.0132e-02, 1.0216e-01,\n", - " 1.2100e-02, 8.4435e-02, 7.3140e-02, 3.1655e-03, 6.0415e-02,\n", - " -1.2637e-01, 3.2786e-02, -2.2860e-02, 2.8518e-02, -2.1612e-02,\n", - " 9.4717e-03, -1.0841e-01, 3.2258e-02, 5.6320e-02, 1.5290e-02,\n", - " -5.5774e-01, 2.8587e-02, -1.8576e-02, -1.3262e-02, 4.4602e-02,\n", - " -6.2596e-02, -1.1419e-02, -1.2759e-01, -1.0925e-02, -3.6998e-02,\n", - " 2.8758e-02, 5.6271e-02, -4.1738e-02, -1.2156e-02, 1.6054e-01,\n", - " -1.8478e-02, -4.9370e-03, 1.4750e-01, -1.0961e-01, 2.0658e-02,\n", - " -5.6119e-02, 4.6679e-02, -9.2555e-02, -6.0768e-02, 7.0134e-02,\n", - " 3.5825e-02, 7.8854e-03, -2.3229e-02, 1.4131e-02, 1.1417e-01,\n", - " -9.1527e-02, -4.8586e-02, -3.8156e-02, 8.4667e-02, -7.0317e-02,\n", - " -8.5190e-02, -1.5605e-01, 8.2730e-02, 5.1901e-02, -2.9160e-02,\n", - " 3.1027e-02, -4.4396e-02, 1.3495e-01, -1.4035e-02, -5.6577e-02,\n", - " 3.4225e-02, 2.1248e-02, 4.5314e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8251, 0.8348, 0.7794, 0.8126, 0.7828, 0.8165, 0.7776, 0.7747, 0.8210,\n", - " 0.7964, 0.7777, 0.7842, 0.7933, 0.8016, 0.8251, 0.7820, 0.7734, 0.7917,\n", - " 0.8153, 0.8294, 0.7857, 0.7943, 0.8350, 0.8044, 0.8106, 0.7977, 0.7718,\n", - " 0.8028, 0.7701, 0.8530, 0.8197, 0.7987, 0.8022, 0.7990, 0.8531, 0.8301,\n", - " 0.7703, 0.8147, 0.7926, 0.7936, 0.8294, 0.8227, 0.7952, 0.8105, 0.8121,\n", - " 0.7895, 0.8224, 0.8203, 0.8467, 0.8441, 0.7715, 0.8163, 0.8154, 0.7807,\n", - " 0.7886, 0.7995, 0.8315, 0.7771, 0.8254, 0.8022, 0.8009, 0.7931, 0.8045,\n", - " 0.7798, 0.8309, 0.8031, 0.8369, 0.8285, 0.8119, 0.8138, 0.8305, 0.8246,\n", - " 0.8315, 0.7902, 0.8092, 0.7675, 0.7957, 0.7714, 0.8129, 0.8209, 0.8283,\n", - " 0.8230, 0.8065, 0.8160, 0.7973, 0.8186, 0.7803, 0.8248, 0.8407, 0.7930,\n", - " 0.8030, 0.8242, 0.7747, 0.7540, 0.8093, 0.8211, 0.7576, 0.8064, 0.8067,\n", - " 0.8141, 0.8427, 0.8502, 0.7863, 0.8153, 0.7770, 0.7758, 0.8113, 0.8116,\n", - " 0.8187, 0.7715, 0.8011, 0.7986, 0.8053, 0.8180, 0.8365, 0.8390, 0.8062,\n", - " 0.8318, 0.7999, 0.8233, 0.7957, 0.7907, 0.8353, 0.1663, 0.8098, 0.7777,\n", - " 0.7882, 0.7617, 0.8072, 0.8148, 0.8258, 0.8303, 0.7876, 0.8151, 0.7999,\n", - " 0.8330, 0.8135, 0.7883, 0.8148, 0.7804, 0.8275, 0.8257, 0.8150, 0.7447,\n", - " 0.7917, 0.8153, 0.8149, 0.7527, 0.8124, 0.7785, 0.7845, 0.7735, 0.7998,\n", - " 0.8182, 0.8317, 0.7964, 0.8098, 0.7814, 0.8062, 0.7777, 0.8044, 0.7984,\n", - " 0.8277, 0.8313, 0.7588, 0.8208, 0.7930, 0.7996, 0.7547, 0.8110, 0.8197,\n", - " 0.8066, 0.8038, 0.8155, 0.8202, 0.8340, 0.7884, 0.8155, 0.8113, 0.7976,\n", - " 0.1416, 0.8115, 0.8415, 0.8499, 0.8355, 0.8290, 0.7574, 0.8101, 0.7923,\n", - " 0.8234, 0.8126, 0.8331, 0.7698, 0.7824, 0.7892, 0.8021, 0.8207, 0.8018,\n", - " 0.8180, 0.8023, 0.8192, 0.8107, 0.8279, 0.7781, 0.7852, 0.6966, 0.8377,\n", - " 0.8110, 0.8203, 0.7936, 0.7912, 0.8254, 0.8101, 0.7749, 0.8121, 0.7943,\n", - " 0.7995, 0.7963, 0.7826, 0.8149, 0.8187, 0.7952, 0.8192, 0.7814, 0.8082,\n", - " 0.3372, 0.8132, 0.7895, 0.8107, 0.7660, 0.7589, 0.8285, 0.8014, 0.8318,\n", - " 0.8236, 0.7872, 0.7850, 0.8034, 0.7982, 0.7600, 0.8229, 0.8231, 0.7998,\n", - " 0.7718, 0.8273, 0.7904, 0.8195, 0.8088, 0.7735, 0.8079, 0.8067, 0.8565,\n", - " 0.8043, 0.8117, 0.8019, 0.8084, 0.8137, 0.7587, 0.8066, 0.7961, 0.8284,\n", - " 0.8194, 0.8553, 0.8281, 0.7880, 0.7507, 0.7752, 0.8030, 0.7949, 0.8124,\n", - " 0.8038, 0.8077, 0.8146, 0.8063, 0.8237, 0.8176, 0.7756, 0.8122, 0.8022,\n", - " 0.7971, 0.7880, 0.7773, 0.8359, 0.7711, 0.7809, 0.8221, 0.7846, 0.8284,\n", - " 0.8062, 0.8281, 0.7902, 0.7822, 0.8118, 0.7755, 0.7783, 0.7924, 0.8119,\n", - " 0.8184, 0.7972, 0.8094, 0.8189, 0.7841, 0.8178, 0.8380, 0.8079, 0.8106,\n", - " 0.8015, 0.8089, 1.4368, 0.8324, 0.7814, 0.7687, 0.7665, 0.8197, 0.8279,\n", - " 0.7889, 0.7996, 0.8173, 0.8145, 0.8092, 0.8309, 0.7942, 0.8039, 0.7998,\n", - " 0.8222, 0.8200, 0.8132, 0.7628, 0.8252, 0.8232, 0.7979, 0.7718, 0.8213,\n", - " 0.8053, 0.7994, 0.8032, 0.7628, 0.8216, 0.8292, 0.7952, 0.8085, 0.8388,\n", - " 0.8063, 0.8085, 0.8071, 0.7865, 0.8005, 0.7313, 0.8029, 0.7600, 0.8055,\n", - " 0.8069, 0.7975, 0.7985, 0.8311, 0.7962, 0.7773, 0.7786, 0.7927, 0.8052,\n", - " 0.7948, 0.7855, 0.8078, 0.8031, 0.8176, 0.7887, 0.7931, 0.8140, 0.8100,\n", - " 0.8133, 0.7698, 0.7932, 0.8300, 0.7928, 0.7503, 0.8270, 0.8106, 0.8048,\n", - " 0.7845, 0.8155, 0.8155, 0.2536, 0.8103, 0.7783, 0.7538, 0.8259, 0.8319,\n", - " 0.8387, 0.8335, 0.7858, 0.8124, 0.8057, 0.8129, 0.7896, 0.8417, 0.8427,\n", - " 0.7926, 0.8139, 0.8051, 0.8048, 0.7916, 0.7862, 0.7843, 0.8062, 0.8166,\n", - " 0.7787, 0.8195, 0.8162, 0.7995, 0.8251, 0.8179, 0.7671, 0.8214, 0.8367,\n", - " 0.8063, 0.8083, 0.8073, 0.7929, 0.8413, 0.7784, 0.8074, 0.8027, 0.7906,\n", - " 0.7903, 0.8173, 0.8231, 0.8217, 0.8307, 0.8203, 0.7904, 0.7832, 0.7669,\n", - " 0.8237, 0.7877, 0.8320, 0.8314, 0.7896, 0.8090, 0.8206, 0.8156, 0.7982,\n", - " 0.8292, 0.7918, 0.7818, 0.8250, 0.7518, 0.7979, 0.8007, 0.8207, 0.7739,\n", - " 0.8172, 0.8052, 0.8029, 0.7933, 0.8297, 0.8332, 0.7969, 0.8215, 0.7459,\n", - " 0.7839, 0.8077, 0.7897, 0.8376, 0.8132, 0.7691, 0.8116, 0.7727, 0.7511,\n", - " 0.8192, 0.8161, 0.8058, 0.8114, 0.8242, 0.8138, 0.7840, 0.7908, 0.8491,\n", - " 0.8326, 0.7811, 0.8120, 0.8192, 0.8116, 0.8013, 0.8118, 0.8114, 0.8063,\n", - " 0.8085, 0.7608, 0.8015, 0.8005, 0.8123, 0.8252, 0.8310, 0.7786, 0.8160,\n", - " 0.8289, 0.8081, 0.8032, 0.7974, 0.8163, 0.7769, 0.7992, 0.7744, 0.7747,\n", - " 0.8085, 0.8226, 0.8117, 0.7959, 0.8174, 0.8196, 0.7900, 0.8211, 0.8295,\n", - " 0.8148, 0.7874, 0.8066, 0.8196, 0.7752, 0.8119, 0.7833, 0.8285, 0.8109,\n", - " 0.8055, 0.8034, 0.8000, 0.8093, 0.3332, 0.8061, 0.8162, 0.7930, 0.8070,\n", - " 0.8315, 0.8332, 0.8237, 0.7884, 0.7710, 0.8421, 0.8047, 0.7888, 0.8172,\n", - " 0.8012, 0.7979, 0.8478, 0.8192, 0.8070, 0.7819, 0.7937, 0.8314, 0.7808,\n", - " 0.8165, 0.8397, 0.7882, 0.7909, 0.8080, 0.8026, 0.8206, 0.8128, 0.7738,\n", - " 0.8048, 0.8282, 0.8260, 0.8000, 0.8183, 0.8027, 0.8006, 0.8062, 0.8043,\n", - " 0.7940, 0.8297, 0.8014, 0.7936, 0.8204, 0.7846, 0.7910, 0.7954, 0.8107,\n", - " 0.8333, 0.7498, 0.7903, 0.7935, 0.7991, 0.8034, 0.8218, 0.8086, 0.8293,\n", - " 0.7960, 0.7717, 0.8300, 0.7787, 0.8352, 0.8340, 0.8228, 0.8190, 0.8202,\n", - " 0.8161, 0.7932, 0.7973, 0.8293, 0.8166, 0.8183, 0.8218, 0.8302, 0.8113,\n", - " 0.7656, 0.8109, 0.7740, 0.8187, 0.8191, 0.7948, 0.8216, 0.8025, 0.7904,\n", - " 0.8239, 0.8056, 0.7725, 0.8176, 0.7805, 0.8300, 0.8249, 0.7939, 0.7410,\n", - " 0.7963, 0.8527, 0.8381, 0.8244, 0.8064, 0.7934, 0.7839, 0.8046, 0.8128,\n", - " 0.7808, 0.8215, 0.7960, 0.7845, 0.8408, 0.7729, 0.7967, 0.8378, 0.7826,\n", - " 0.7836, 0.7964, 0.7529, 0.7975, 0.7618, 0.8192, 0.7779, 0.7923, 0.7806,\n", - " 0.7817, 0.7693, 0.8327, 0.8074, 0.7919, 0.8352, 0.7803, 0.8068, 0.7745,\n", - " 0.7950, 0.8178, 0.8105, 0.8176, 0.8124, 0.8136, 0.8095, 0.8352, 0.7797,\n", - " 0.8233, 0.7475, 0.7883, 0.7931, 0.7495, 0.8081, 0.8022, 0.7882, 0.8159,\n", - " 0.7981, 0.7914, 0.8121, 0.8196, 0.8087, 0.8475, 0.8177, 0.7951, 0.8115,\n", - " 0.8258, 0.8063, 0.7977, 0.8071, 0.7969, 0.8173, 0.8449, 0.7921, 0.8083,\n", - " 0.8310, 0.8090, 0.8157, 0.7836, 0.7831, 0.7968, 0.7787, 0.8153, 0.8320,\n", - " 0.7884, 0.8291, 0.7977, 0.7856, 0.7711, 0.7059, 0.8316, 0.8299, 0.7995,\n", - " 0.8171, 0.7885, 0.7962, 0.7963, 0.8245, 0.7558, 0.8110, 0.8218, 0.7989,\n", - " 0.1384, 0.8331, 0.8168, 0.7994, 0.8275, 0.8207, 0.8063, 0.7935, 0.7783,\n", - " 0.7950, 0.8143, 0.8227, 0.8296, 0.8086, 0.7636, 0.8048, 0.8131, 0.7752,\n", - " 0.8219, 0.7901, 0.8131, 0.8068, 0.8072, 0.7957, 0.7979, 0.8126, 0.8238,\n", - " 0.8145, 0.8305, 0.7915, 0.8464, 0.8283, 0.7804, 0.7945, 0.8148, 0.7782,\n", - " 0.6472, 0.8075, 0.8154, 0.7994, 0.8202, 0.8150, 0.8094, 0.7835, 0.7966,\n", - " 0.7961, 0.8114, 0.8266], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.1362e-02, -2.1139e-02, -7.5811e-02, -8.0979e-03, -9.7905e-02,\n", - " -6.4240e-02, -1.1137e-01, -8.8885e-02, 4.2872e-03, 1.0240e-02,\n", - " -6.5854e-02, -8.0492e-02, 2.9897e-02, -6.2206e-02, -4.8446e-02,\n", - " -1.0729e-01, -1.0719e-01, -6.6133e-02, 1.2595e-02, -4.8516e-02,\n", - " -1.1542e-01, -2.8713e-02, -8.3221e-02, -1.6142e-01, -5.5506e-02,\n", - " -8.8782e-02, -6.1462e-02, -5.6109e-03, 2.6672e-03, -5.5647e-02,\n", - " -7.5772e-02, -4.6467e-02, -1.1253e-01, 4.3458e-04, -1.2891e-02,\n", - " -1.8985e-02, 1.8273e-02, -1.0369e-02, -6.9231e-02, 4.4604e-02,\n", - " -3.7813e-03, 5.2488e-02, -1.1338e-02, -3.9193e-02, -3.9279e-02,\n", - " -2.4902e-02, -7.4043e-02, -4.3355e-02, -2.8837e-02, -2.3977e-02,\n", - " 7.8040e-02, -5.5550e-02, -1.1675e-01, -6.7734e-04, -8.5435e-02,\n", - " -8.8475e-02, -5.6222e-02, 2.1747e-02, 1.2484e-02, 2.7954e-02,\n", - " 9.6641e-03, -9.6321e-02, -4.1679e-02, -3.9307e-02, -2.6504e-02,\n", - " -8.5320e-02, -4.7608e-02, -6.0109e-02, 2.2232e-02, 1.1919e-02,\n", - " 4.3061e-02, -3.8129e-02, 1.1741e-02, -4.4939e-02, -6.3287e-02,\n", - " -2.3888e-02, -3.0544e-02, -3.1179e-02, -6.8521e-02, -1.0757e-01,\n", - " -5.8121e-02, -7.9392e-02, -5.0252e-02, -8.0455e-02, -5.2742e-02,\n", - " -5.2701e-02, -5.7354e-02, -2.9069e-02, 2.4157e-02, -1.2187e-01,\n", - " 5.8234e-03, 3.1140e-03, -1.2781e-01, -3.3020e-02, -7.0746e-02,\n", - " 2.8580e-02, -9.6201e-02, 1.4824e-02, -7.1823e-02, -5.7498e-03,\n", - " 2.6578e-03, -4.0516e-02, -9.2663e-02, -1.9174e-02, -2.9189e-02,\n", - " -4.1956e-02, -1.1289e-02, 1.0686e-02, 1.2404e-03, -3.6887e-02,\n", - " -1.7767e-03, -7.6929e-03, -1.9454e-02, 1.5242e-02, -2.4329e-02,\n", - " -4.3963e-02, 4.1254e-03, 4.0596e-03, -2.0910e-02, -4.1460e-02,\n", - " -1.0514e-02, -2.5199e-02, -3.9839e-02, -3.7927e-01, -5.3645e-02,\n", - " 3.2562e-02, -4.4924e-02, -7.3146e-02, -1.2187e-02, -3.3652e-02,\n", - " -2.1251e-02, -8.9068e-02, -8.9228e-04, 5.0278e-03, 7.5714e-03,\n", - " -1.9635e-02, -4.8386e-02, 3.7448e-03, -3.8368e-03, 1.1127e-03,\n", - " 1.9572e-02, -3.6723e-02, -4.0977e-02, -1.1455e-01, -8.5390e-02,\n", - " -1.6222e-02, -9.9858e-03, 5.8480e-02, -1.5125e-02, -1.2109e-01,\n", - " 1.6111e-02, -1.0311e-01, 4.8411e-02, -5.3147e-02, -1.3798e-02,\n", - " -7.1730e-02, -4.0161e-02, -3.3945e-02, -3.8025e-02, -7.8987e-03,\n", - " -6.0108e-02, 9.9554e-03, 5.7799e-03, -6.7667e-02, -1.0783e-01,\n", - " -2.7267e-02, -1.3513e-01, -5.5996e-02, 4.8432e-02, -4.2904e-02,\n", - " -1.5741e-03, 2.0023e-02, -5.2984e-02, -7.2217e-02, -4.1452e-02,\n", - " -3.8336e-02, -1.0602e-01, -3.8518e-03, -3.3556e-02, -8.4335e-02,\n", - " -1.9414e-01, -1.0884e-01, 3.8163e-02, -3.4392e-02, -7.1212e-02,\n", - " -3.3847e-02, -1.5423e-01, -5.1650e-02, -1.0664e-01, -1.5648e-02,\n", - " -8.8657e-03, 4.4095e-02, -9.4535e-02, -1.7994e-02, -8.6558e-02,\n", - " -4.4600e-02, -3.6234e-02, -1.8038e-02, 7.7291e-03, -2.1728e-02,\n", - " 5.1011e-03, -3.8045e-02, -4.8390e-02, -1.4892e-02, -1.2812e-02,\n", - " -1.1820e-01, -4.9538e-02, 2.2665e-02, -5.9120e-02, -5.1434e-02,\n", - " 1.5802e-03, -2.3590e-02, -9.8635e-02, -9.1213e-02, -3.5988e-02,\n", - " -3.7719e-02, 3.5263e-02, 7.8793e-03, -1.0256e-01, -1.1728e-02,\n", - " -6.5399e-02, -8.2471e-02, -3.8857e-02, -6.5676e-02, -1.2306e-02,\n", - " 4.3430e-01, -6.2846e-02, 3.0290e-02, -1.0564e-01, -2.7240e-02,\n", - " 1.1110e-02, -4.3579e-02, -1.5262e-01, 5.8040e-03, -1.5194e-02,\n", - " -2.8451e-02, -3.2047e-02, -3.3394e-02, -9.8465e-02, 7.7444e-02,\n", - " -3.9825e-02, -6.5182e-02, 6.2047e-02, -9.2174e-02, -3.6456e-02,\n", - " -3.1621e-03, -5.8628e-02, -2.2820e-02, 2.5846e-02, 3.5630e-02,\n", - " 9.8710e-04, -1.1307e-01, -1.3313e-02, 1.7162e-02, -7.5754e-02,\n", - " -9.8890e-03, -5.1323e-03, 4.0096e-02, -2.6852e-02, -7.1099e-02,\n", - " -6.3135e-02, -1.7889e-02, -2.4470e-02, -4.3215e-03, -2.5126e-02,\n", - " 8.1877e-02, -4.7567e-02, -4.6521e-02, -7.1673e-02, -2.2439e-02,\n", - " -8.7681e-03, -4.7087e-02, 1.4264e-02, -4.8559e-02, -1.2411e-02,\n", - " -3.3777e-02, -5.1161e-02, -4.4873e-02, -4.8985e-03, 9.3010e-03,\n", - " -5.4595e-02, -1.0051e-01, -5.2337e-02, -1.6020e-03, 7.2563e-02,\n", - " -4.4614e-02, -1.3594e-01, -5.9025e-02, -4.3979e-02, -1.7385e-02,\n", - " -3.3880e-02, -4.9312e-02, 2.7752e-02, -3.7881e-02, -9.5431e-02,\n", - " -5.4052e-02, -2.1057e-02, -8.0697e-02, -9.2981e-02, 1.1323e-02,\n", - " -1.9936e-02, -6.2868e-02, -2.3075e-02, -7.0953e-02, -1.3957e-01,\n", - " -2.8137e-02, -1.6601e-02, 9.3149e-03, -4.1541e-01, -8.8792e-03,\n", - " -8.1566e-03, 5.3763e-03, -8.6175e-02, -3.5735e-02, -1.6793e-02,\n", - " -8.2754e-02, -5.3099e-02, -2.7819e-02, -3.3768e-02, 3.1374e-03,\n", - " -8.3585e-03, -1.1262e-01, -6.6105e-02, 8.8857e-02, -1.3025e-02,\n", - " -1.0040e-02, -5.3616e-02, -9.9734e-02, 6.4510e-03, 3.3691e-02,\n", - " -8.8595e-02, -7.2246e-02, -7.5322e-02, -1.2594e-01, -2.3822e-02,\n", - " 2.0735e-03, 1.3872e-02, -2.7440e-02, -2.0588e-02, -5.4746e-03,\n", - " -2.8957e-02, -7.3782e-02, -5.3082e-02, -7.3429e-02, -4.4103e-02,\n", - " 2.5730e-03, 1.1183e-02, 1.2541e-01, -5.3598e-03, 6.3142e-02,\n", - " -2.0548e-02, -2.2290e-02, -1.4678e-01, -2.7653e-02, -1.8403e-02,\n", - " -5.6971e-03, -5.1638e-02, -7.1981e-02, -5.9321e-03, -4.1501e-02,\n", - " -1.7628e-02, 6.8465e-03, -7.9499e-02, -2.9736e-02, -6.9518e-02,\n", - " -2.3201e-02, 4.0839e-04, -2.5406e-02, 1.6187e-02, -1.6235e-02,\n", - " 7.2862e-02, -1.9922e-02, -4.6751e-02, -2.7472e-03, 4.8653e-02,\n", - " -2.7372e-02, -9.0514e-02, -2.6969e-02, 4.2322e-02, -4.6600e-02,\n", - " -2.7588e-02, 2.5768e-01, 7.3218e-03, 3.6501e-02, -1.4214e-01,\n", - " 1.9775e-03, 2.6063e-03, -8.5092e-02, -3.9450e-02, 3.2309e-02,\n", - " -3.1081e-02, -3.9204e-02, -4.0745e-02, 4.4976e-02, -3.5110e-02,\n", - " -2.9960e-02, 3.7239e-02, 2.4120e-02, -1.1123e-01, 2.0888e-02,\n", - " 1.0318e-02, -2.9862e-02, -7.1648e-02, 9.5027e-03, 1.7330e-02,\n", - " 5.9332e-02, -7.5450e-02, 5.0240e-02, -1.1350e-01, -3.4397e-03,\n", - " -4.1896e-02, 2.5440e-03, -2.2849e-02, 7.7766e-03, -3.0966e-02,\n", - " -7.3168e-02, -4.5329e-02, 6.6936e-03, -5.9718e-02, -4.3592e-02,\n", - " -3.6960e-02, 2.2038e-02, -6.0747e-02, 1.1733e-02, 2.1222e-02,\n", - " -6.0428e-02, 2.9012e-02, 1.1516e-02, 6.7814e-02, -8.9485e-02,\n", - " 1.7257e-03, 1.7998e-02, 1.3386e-02, -6.4914e-02, -4.2015e-03,\n", - " -7.0684e-02, -3.2654e-02, 1.6183e-02, -2.4565e-02, -2.1684e-02,\n", - " -5.0920e-02, -5.4181e-02, -9.0532e-02, 3.4629e-02, -1.7536e-02,\n", - " 2.8171e-02, 7.9664e-02, -6.9862e-03, -3.9849e-02, -7.6986e-04,\n", - " -1.0305e-01, -1.7982e-02, -1.0644e-01, 3.3085e-02, -1.0057e-01,\n", - " -1.1000e-01, 1.8379e-02, -7.5758e-02, 6.9268e-02, 9.0715e-02,\n", - " -5.1281e-02, 2.9102e-02, -3.7505e-02, -7.9620e-02, -1.3072e-01,\n", - " 9.0839e-03, -8.3967e-02, 4.9114e-02, -4.9140e-02, -5.2445e-02,\n", - " -6.2678e-02, -6.3389e-02, -2.3650e-02, -1.1224e-01, -1.0199e-02,\n", - " 1.7565e-02, -2.2788e-02, -7.4345e-02, 2.6721e-02, 3.4486e-02,\n", - " -1.9545e-02, -3.0934e-02, 9.9406e-03, -6.9302e-02, -8.4427e-03,\n", - " 2.0471e-02, -6.0629e-02, -1.2793e-01, 1.3341e-02, -4.0084e-02,\n", - " 4.4260e-03, -2.9441e-03, -5.2052e-02, -3.7910e-02, -7.0367e-02,\n", - " -1.7955e-02, 3.0577e-02, -5.3963e-02, -8.4500e-02, -1.0929e-01,\n", - " -2.1843e-02, -6.7049e-02, -1.7152e-02, 1.1544e-02, -3.6903e-02,\n", - " -4.1726e-02, 1.7800e-02, -6.0652e-02, 8.4222e-03, -6.5603e-03,\n", - " 2.0868e-02, -1.0623e-02, -2.9781e-02, 2.0752e-02, -4.4583e-02,\n", - " -8.6989e-02, -1.3837e-02, -1.1138e-02, 5.2651e-02, -3.5046e-02,\n", - " -1.3963e-02, -6.2696e-02, -8.8634e-02, -1.3488e-02, -7.9394e-04,\n", - " -1.1459e-02, -4.1579e-01, -2.9550e-03, -7.5688e-02, -5.7328e-02,\n", - " -1.3988e-02, -3.2999e-02, -1.6646e-02, -6.0204e-02, -5.6912e-02,\n", - " 4.9636e-02, -4.6067e-02, 1.4898e-03, -7.1886e-02, 1.3885e-01,\n", - " -7.0987e-02, -1.2024e-02, -4.3055e-02, -1.7132e-02, 4.4137e-02,\n", - " 8.6884e-02, -3.8044e-03, -1.3646e-02, -1.2310e-01, -9.4855e-02,\n", - " 4.3715e-03, 4.0915e-02, -6.6918e-02, -2.9787e-02, -2.3023e-02,\n", - " -3.7373e-03, -2.5459e-02, -1.0892e-01, -4.6046e-02, 7.2752e-03,\n", - " 1.7191e-02, 2.6607e-02, -1.1708e-01, 1.0959e-02, 1.0620e-02,\n", - " -3.5897e-02, -5.3323e-02, -5.8725e-02, -1.0378e-02, -4.7706e-02,\n", - " 1.8659e-03, -6.0888e-02, -1.0792e-01, -3.3674e-02, 1.8794e-02,\n", - " -6.7407e-02, -5.3001e-02, 7.0236e-02, -6.1790e-02, 4.3988e-02,\n", - " 8.6426e-03, -8.1173e-02, -4.3926e-02, -2.9863e-02, -9.4102e-04,\n", - " -1.0606e-02, -2.0545e-01, 8.4482e-03, -1.6001e-02, -2.0171e-02,\n", - " -3.7645e-02, -2.5153e-02, -5.8750e-02, 1.0159e-02, -3.9517e-02,\n", - " -3.4803e-02, -2.8174e-02, -4.9856e-02, -5.0199e-02, -2.9427e-02,\n", - " -4.1125e-02, -1.2681e-02, 2.4346e-02, -6.0683e-02, -8.4800e-02,\n", - " -9.0528e-02, -3.9378e-02, -4.6350e-02, 2.7161e-03, -1.5785e-02,\n", - " -8.0687e-02, 2.2171e-02, -4.7229e-03, -5.2977e-02, -1.8089e-02,\n", - " 1.1580e-02, 9.4699e-03, -1.2036e-02, 2.1710e-02, 3.5645e-02,\n", - " -1.2094e-01, -4.0135e-02, -7.4306e-02, -9.7870e-03, -5.3679e-02,\n", - " -4.7410e-02, -1.1074e-01, 3.4376e-02, -7.2576e-02, -5.7748e-02,\n", - " -1.0441e-01, -4.5554e-02, -6.4857e-02, -1.4859e-01, -3.1018e-02,\n", - " -4.7611e-02, -6.7080e-02, -6.3054e-02, -8.6482e-02, -5.7229e-02,\n", - " 4.1857e-02, -1.1226e-01, 2.6263e-03, 5.0956e-02, -2.2680e-02,\n", - " 7.5209e-02, -3.6766e-02, -1.1250e-01, -4.2424e-02, -1.0365e-01,\n", - " -7.9786e-02, -6.1874e-02, -1.0176e-01, -7.9025e-02, -1.5940e-02,\n", - " -2.2612e-02, -9.9498e-02, -8.6026e-02, -3.7958e-02, -2.1595e-03,\n", - " -6.3151e-02, 3.0186e-02, -8.7673e-02, -2.3391e-02, -3.7365e-02,\n", - " -5.6762e-02, -3.4761e-02, -1.2715e-01, -1.0902e-01, -9.3632e-02,\n", - " -1.0694e-01, -1.4135e-02, 2.1508e-02, -1.0193e-02, -7.1002e-02,\n", - " 1.5634e-02, -9.1708e-02, -7.8840e-02, -6.2213e-02, -1.4059e-03,\n", - " -2.5708e-02, -1.9438e-02, -5.8914e-02, -2.4784e-04, 3.0568e-03,\n", - " -2.8721e-02, -4.9874e-02, -9.1331e-02, 3.1717e-02, -4.1207e-02,\n", - " 4.6977e-03, -1.8336e-02, -3.8194e-02, -3.4620e-02, -1.6672e-02,\n", - " -6.0389e-02, 4.9552e-02, -4.2689e-02, 1.7019e-02, -7.2453e-02,\n", - " -7.7890e-02, -1.2995e-02, 2.8752e-02, -1.9292e-02, -9.7709e-02,\n", - " -6.3426e-02, -1.6326e-01, -6.6448e-02, -4.3279e-02, -1.0640e-01,\n", - " -3.5923e-02, -3.9645e-02, -1.0021e-01, -8.0595e-02, -7.7919e-03,\n", - " -5.2596e-02, 5.7838e-02, -6.7250e-02, -4.0111e-02, -1.5037e-02,\n", - " 2.5015e-01, -2.8034e-02, -1.3051e-02, -3.6914e-02, -8.1649e-02,\n", - " -6.9879e-03, 1.7801e-02, -9.0037e-03, 3.4770e-02, 2.9013e-02,\n", - " -4.7406e-02, -2.4532e-02, -2.6549e-02, -1.0197e-01, -1.3016e-01,\n", - " -1.9337e-02, -2.1702e-02, -1.0323e-01, -1.7879e-03, -5.0249e-02,\n", - " -4.0157e-02, -5.4023e-02, 2.9882e-02, 3.2381e-02, -3.8132e-02,\n", - " -1.0330e-01, -6.2905e-02, 2.3009e-02, -5.4649e-02, -5.7878e-02,\n", - " -2.2109e-02, -1.4713e-02, -8.6525e-03, -7.3654e-02, 1.3044e-02,\n", - " -4.2456e-02, 1.4466e-01, -6.9343e-02, -2.6265e-02, 3.4474e-02,\n", - " -5.8037e-02, -2.6273e-02, -7.6483e-02, 4.9269e-02, 2.7771e-02,\n", - " -1.5530e-02, -2.2757e-02, -2.3138e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.6676e-02, -1.4497e-02, -3.8229e-02, 1.1834e-03, -5.4898e-02,\n", - " -6.6086e-02, -1.0283e-02, 6.3277e-02, -1.7615e-02, -4.0525e-02,\n", - " -4.5876e-03, 2.2352e-02, -2.2756e-02, 7.4079e-02, 9.4136e-03,\n", - " -3.4196e-02, 6.0986e-02, 2.0791e-02, 3.0050e-02, -2.4763e-02,\n", - " 1.1391e-01, 5.7480e-02, 4.4814e-02, 9.5734e-03, 8.2847e-02,\n", - " -3.6637e-02, -4.6617e-02, -7.7708e-02, -6.1253e-02, -1.6416e-02,\n", - " 6.0051e-02, -1.6581e-02, 1.3533e-02, -3.4358e-02, 3.3707e-02,\n", - " -2.6728e-02, -5.1416e-02, -7.5241e-04, 1.1595e-01, 1.1904e-02,\n", - " -2.1282e-02, 6.6300e-02, -1.8813e-02, 1.2436e-02, -2.3964e-02,\n", - " 3.9917e-02, -3.8244e-02, 9.8298e-03, 2.5534e-02, -4.9707e-02,\n", - " 2.4500e-02, 1.7851e-02, -1.1556e-02, -3.3669e-03, -4.9233e-02,\n", - " -2.7483e-02, 2.7150e-02, -2.5129e-02, -5.5339e-02, -3.6421e-02,\n", - " -8.4919e-02, 4.4152e-02, 2.5176e-02, 5.0405e-02, -3.2279e-02,\n", - " 5.1725e-01, 3.1538e-01, 9.1517e-02, -7.7288e-02, -4.9325e-02,\n", - " -3.4406e-01, -4.2674e-01, -3.9943e-01, 2.6362e-01, -5.3500e-02,\n", - " -3.4239e-02, 2.7550e-01, -8.8158e-02, -1.0656e-01, 4.0385e-02,\n", - " -5.9642e-01, 4.1534e-01, -2.4191e-01, 2.4182e-01, -1.0772e-01,\n", - " -2.1232e-01, -1.9627e-01, -9.7312e-01, -5.6273e-01, -5.6076e-01,\n", - " 6.5617e-02, 6.9254e-01, 2.9777e-01, 8.4928e-01, 1.2793e-01,\n", - " -4.3920e-01, -3.8617e-01, 2.0038e-01, 1.2056e-02, -1.2885e-01,\n", - " -6.0275e-01, 1.8397e-01, -1.2694e-01, -2.1938e-01, 6.0315e-02,\n", - " 1.6924e-01, 2.8922e-02, 8.8135e-01, -5.2385e-01, 3.6702e-01,\n", - " -1.4968e-01, -2.7139e-01, 2.0185e-01, -8.5037e-01, -4.2382e-01,\n", - " -2.4636e-01, -6.7376e-01, -1.9075e-01, 2.3266e-01, 6.5202e-01,\n", - " -2.5832e-01, 2.5141e-01, 8.3373e-02, -3.6621e-01, -1.8366e-01,\n", - " 9.2316e-03, 3.5688e-01, -5.1173e-01, -3.9082e-02, 2.7961e-02,\n", - " -5.4518e-03, -1.5936e-01, 7.4766e-03, 9.2788e-02, -9.5824e-02,\n", - " -7.4753e-02, -8.9883e-02, -1.8775e-01, -2.6499e-01, 5.0678e-02,\n", - " -6.9718e-02, 1.0717e-02, 1.7259e-01, 9.3599e-02, 1.1339e-01,\n", - " -1.2010e-01, 6.8740e-02, 1.7185e-02, -3.3607e-02, -4.4961e-02,\n", - " -1.6610e-01, -9.8654e-02, -9.1762e-02, -3.5900e-01, 8.3867e-02,\n", - " 2.5942e-02, -3.1374e-01, 7.3607e-02, -2.8122e-02, -1.6737e-02,\n", - " 7.7106e-02, 3.4752e-02, 1.4944e-01, -9.4777e-02, 3.7560e-01,\n", - " 9.0495e-02, -1.7742e-02, 6.4571e-02, 7.2401e-02, 2.3713e-02,\n", - " -9.8992e-02, -2.6287e-01, 1.8729e-01, 2.5469e-02, 4.0502e-02,\n", - " -2.6387e-01, 1.4363e-01, 2.2296e-01, 3.6160e-01, -4.0661e-02,\n", - " -9.3315e-02, -1.4177e-01, -9.6329e-02, -1.1685e-01, -1.6268e-01,\n", - " -1.0495e-01, -7.6147e-02, -5.0305e-02, 1.8191e-01, 1.3517e-01,\n", - " -9.8461e-02, -1.4344e-01, 2.6707e-02, -5.7844e-03, 1.6136e-02,\n", - " 3.8577e-02, 6.7770e-03, 1.6096e-02, -1.6162e-01, -3.2251e-02,\n", - " 7.4246e-03, -3.2815e-02, -2.3777e-02, 2.0309e-02, -5.0988e-03,\n", - " 3.7856e-02, 1.2099e-02, 2.8584e-02, 7.1429e-03, 4.6537e-02,\n", - " -2.7939e-02, 2.6535e-03, 1.5291e-04, 1.6220e-03, 3.5484e-04,\n", - " -1.2698e-03, -5.1362e-03, 4.8101e-02, -5.1189e-02, -1.1553e-02,\n", - " -3.9562e-02, 1.2229e-02, 1.9334e-02, -1.8756e-02, -3.4825e-02,\n", - " 5.6503e-03, -1.0227e-02, 4.6868e-02, -5.2604e-02, -1.9529e-03,\n", - " -7.9708e-02, 6.5829e-03, 1.1274e-02, 1.3924e-02, -3.2394e-04,\n", - " 1.9719e-02, -3.0671e-02, 1.5449e-02, -7.6544e-03, -1.0178e-02,\n", - " -6.1795e-04, -4.7540e-02, 2.7070e-02, 5.0625e-03, -2.4552e-02,\n", - " 1.5775e-02, -9.4018e-03, 9.3730e-03, -2.1154e-02, 2.2448e-01,\n", - " -7.5260e-02, 1.9674e-02, 2.8595e-02, 1.2666e-01, -1.8409e-02,\n", - " -1.4414e-02, -3.2591e-02, 2.2882e-02, 6.1680e-02, 2.7876e-04,\n", - " -8.5153e-02, -1.4246e-01, -4.9553e-01, -1.8867e-03, -6.1740e-02,\n", - " -6.6917e-02, -1.7902e-02, 1.7867e-01, 7.0403e-02, 5.3641e-02,\n", - " -4.7796e-01, -4.1694e-02, 9.0810e-02, 1.0040e-01, 1.8740e-01,\n", - " 1.9844e-01, -1.9279e-01, -5.5545e-02, 6.1532e-03, -1.8530e-01,\n", - " -5.2766e-01, -4.9558e-01, -4.3685e-02, -1.5085e-02, 1.2192e-01,\n", - " -1.1756e-02, -5.9354e-02, 4.8515e-02, 1.1279e-01, -2.6360e-01,\n", - " -3.5071e-02, -1.3980e-02, -1.5387e-03, -3.5413e-03, -3.9907e-02,\n", - " -2.8938e-01, 4.3386e-02, -2.9567e-01, 1.1038e-01, 9.2879e-02,\n", - " -3.4024e-01, 1.6324e-02, -1.9134e-01, 6.8955e-02, 1.1309e-01,\n", - " 5.4174e-02, 3.5320e-02, 1.0750e-01, 2.7687e-01, 2.8393e-02,\n", - " -1.8880e-01, 2.2631e-01, -9.1082e-02, 8.3804e-03, -3.2280e-02,\n", - " 1.9409e-01, 2.3351e-01, 7.2624e-02, -7.0471e-02, 1.9323e-01,\n", - " -5.4754e-01, -1.7651e-01, 6.0117e-01, 2.0444e-01, 1.6887e-02,\n", - " -1.7484e-01, 7.7730e-02, -3.0719e-01, 2.8470e-01, -2.4057e-01,\n", - " -4.2552e-02, -1.8666e-01, 8.2095e-02, -2.3497e-01, 1.5527e-01,\n", - " -9.2018e-03, 2.2057e-02, -4.7594e-01, -8.1566e-01, 7.5547e-01,\n", - " 1.0632e-01, -8.3864e-01, 8.0297e-01, -5.3292e-03, -6.0082e-01,\n", - " -3.2864e-02, -1.2063e-01, -3.3728e-01, 1.7570e-01, -7.3240e-02,\n", - " -3.4682e-01, -3.2228e-01, -1.8842e-01, 1.8825e-01, 3.2367e-01,\n", - " -1.0805e-01, -3.3671e-01, -2.3307e-01, -2.5989e-01, 6.2850e-02,\n", - " 1.0372e-01, -3.9301e-01, 1.0514e+00, 1.5401e-01, -1.8647e-01,\n", - " 4.9909e-02, 3.5124e-02, 1.6945e-01, -2.7831e-01, 1.0684e+00,\n", - " -6.0452e-02, -1.1925e-01, -2.3353e-01, 3.1287e-01, -4.5386e-01,\n", - " -4.6662e-01, -7.0648e-01, -2.4313e-01, -6.1058e-01, 2.8846e-01,\n", - " -3.2776e-01, 1.9120e-01, -5.6931e-02, 3.1565e-01, 1.5460e-01,\n", - " -9.3033e-02, 5.4597e-01, 1.5567e-01, -2.7285e-02, -3.2044e-02,\n", - " 2.2920e-02, 8.2734e-02, -5.9834e-03, -7.3332e-02, 7.0241e-01,\n", - " -1.1788e-01, 2.1087e-02, 3.5833e-01, -3.9852e-02, -1.8313e-01,\n", - " -1.0973e-01, 6.7136e-02, -1.2771e-01, -1.1298e-01, -2.1797e-01,\n", - " 2.0707e-01, -8.0772e-03, -3.2468e-01, -1.1986e-01, -2.5774e-01,\n", - " -2.5874e-02, 8.5947e-03, 7.8453e-02, -4.3006e-02, -1.4729e-01,\n", - " 4.3664e-01, 6.8956e-02, -1.5234e-01, 4.9087e-01, 4.5011e-02,\n", - " 7.0767e-02, 2.7688e-02, -1.7070e-01, -1.3992e-01, -2.1632e-01,\n", - " -1.1516e-01, 2.5437e-01, -1.5697e-02, 9.7330e-02, 1.4378e-01,\n", - " -2.9128e-01, -9.4858e-02, 7.3918e-03, 9.6405e-02, -2.6798e-01,\n", - " 5.8345e-03, 3.8105e-01, 4.3693e-01, -1.5936e-01, 3.1014e-01,\n", - " -2.3732e-02, 2.5146e-01, -6.9307e-01, 3.4516e-01, -1.5148e-01,\n", - " 2.3852e-01, 2.5131e-01, 1.1839e-01, -7.6520e-02, 5.6796e-02,\n", - " 2.2740e-01, -6.8586e-03, 1.1995e-02, -4.7338e-02, 2.0103e-02,\n", - " -7.6994e-02, -2.9013e-02, 8.2418e-03, 8.0422e-02, -8.3503e-02,\n", - " 5.2074e-02, -4.3157e-02, -1.7998e-02, -2.9773e-02, -8.7704e-02,\n", - " 4.1017e-03, -2.6376e-02, -2.6145e-02, -1.0665e-01, 2.7705e-03,\n", - " -5.9064e-02, -3.9609e-02, 1.2494e-01, 2.3574e-02, -2.0911e-02,\n", - " 1.9897e-01, -1.0499e-01, 7.8466e-02, 5.0771e-02, 6.2194e-02,\n", - " 6.2985e-02, 3.9984e-02, -4.6588e-02, -6.1262e-02, -4.0192e-02,\n", - " -5.3037e-02, -7.7313e-02, 4.6824e-02, 2.7598e-02, -6.4732e-02,\n", - " -7.0918e-02, -6.1746e-02, -7.4184e-03, 5.1934e-02, 1.6011e-01,\n", - " 3.7397e-02, -8.2230e-03, -2.5685e-03, -1.1432e-01, -1.4145e-02,\n", - " 1.9198e-02, 1.7893e-03, -4.0012e-02, 7.2151e-02, -3.3220e-02,\n", - " -3.9576e-02, -4.0817e-03, 3.2345e-03, 3.9684e-03, -1.1273e-01,\n", - " 1.8606e-02, -2.5588e-03, 5.1042e-02, 8.8128e-02, 4.9168e-02,\n", - " -6.8063e-02, 1.4073e-02, -9.9500e-02, -1.4290e-01, -9.3147e-02,\n", - " -7.5217e-02, 8.4148e-02, 3.4342e-02, -4.8259e-02, 5.5812e-02,\n", - " -1.0971e-01, -2.8572e-02, 7.9434e-02, -4.4745e-02, 1.5693e-01,\n", - " -3.6602e-02, -1.5493e-02, 3.4104e-02, 2.0368e-01, 4.0578e-02,\n", - " -1.1849e-01, -1.7429e-01, -7.3193e-02, 5.9164e-03, 8.1119e-02,\n", - " 9.3226e-02, 1.4431e-01, 1.0619e-01, 4.8593e-04, 9.5823e-02,\n", - " 2.4659e-01, -7.0603e-02, -1.2534e-01, -7.7356e-02, 2.5577e-02,\n", - " 2.4145e-01, 1.3097e-01, -1.9513e-01, 2.5259e-02, -8.4881e-02,\n", - " 3.5848e-02, 2.9840e-01, -9.3579e-02, -3.1677e-02, 2.4896e-02,\n", - " -1.0908e-01, -2.8209e-01, -1.9974e-01, 2.3098e-02, -1.1324e-01,\n", - " 1.9289e-02, 1.5003e-01, -2.7591e-01, -6.2483e-03, 1.0658e-01,\n", - " -7.6996e-02, 8.4920e-03, -2.9820e-03, -1.4032e-01, 1.2744e-01,\n", - " -2.3254e-02, 3.5013e-02, 3.8396e-01, -4.7234e-02, -3.4301e-02,\n", - " 6.6341e-01, 6.6387e-02, 1.4546e-01, -2.3940e-01, 1.0763e+00,\n", - " -6.9414e-01, 4.6188e-01, 3.7988e-01, 4.8126e-01, -5.3142e-02,\n", - " 7.2297e-01, -7.4483e-01, 4.2585e-02, -2.6484e-01, -3.1656e-01,\n", - " 2.1765e-02, -5.7106e-01, -1.6304e-01, 3.6541e-01, -7.3599e-01,\n", - " -4.5916e-01, -4.5169e-01, 8.9293e-01, 1.5114e-02, 4.6301e-01,\n", - " 9.4393e-01, 3.2961e-01, -2.4394e-01, 1.0680e-01, 8.8579e-02,\n", - " 3.4309e-01, 1.7438e-02, 6.8438e-03, 4.1239e-01, 7.3337e-02,\n", - " 1.0671e-01, -3.4730e-01, -1.1039e-01, -3.9782e-01, 1.8350e-01,\n", - " 1.1450e-01, -5.9134e-01, 1.0044e+00, 1.9876e-02, -6.1755e-01,\n", - " -1.0018e-01, 9.6574e-02, 5.5285e-01, -5.5048e-01, -3.9156e-01,\n", - " 4.7010e-01, 5.2039e-01, 1.9557e-02, -2.2252e-01, 2.8641e-01,\n", - " -7.5915e-01, -6.9513e-02, 6.5966e-02, -3.0074e-01, -1.6357e-01,\n", - " 2.3629e-02, 4.1242e-02, 4.0894e-02, -6.7828e-03, -2.3744e-02,\n", - " 3.0827e-02, -2.0887e-02, 3.4592e-02, 3.9809e-02, 1.4730e-02,\n", - " 1.1941e-02, 5.2029e-02, -3.8518e-02, 1.7108e-02, 2.7907e-02,\n", - " 1.6488e-02, -1.1684e-03, -1.4101e-02, 2.8589e-02, 2.9665e-02,\n", - " 3.0325e-02, 8.2166e-03, 2.7454e-02, 2.8607e-03, 5.2948e-02,\n", - " -6.7410e-03, -4.1444e-03, -4.5906e-03, -3.0016e-02, -3.9101e-03,\n", - " -2.7200e-02, 2.4937e-02, -4.3848e-02, 6.1882e-03, 2.5957e-02,\n", - " -2.1802e-02, 3.6864e-02, -8.4708e-04, 1.3786e-04, -2.7332e-03,\n", - " -5.6039e-02, -2.7593e-02, -4.1676e-03, -1.1120e-02, -5.0939e-03,\n", - " -1.1879e-01, 2.3142e-02, 1.4584e-02, 1.2228e-03, 9.3503e-04,\n", - " -4.6743e-03, 1.3130e-01, -2.2952e-02, 5.3496e-02, -2.3156e-02,\n", - " -2.1183e-02, 6.5988e-03, 4.6882e-03, 3.9598e-02, -2.5615e-01,\n", - " 1.9471e-02, -5.7348e-05, -1.6107e-01, -2.3666e-03, 6.1859e-02,\n", - " 5.2104e-02, 1.1598e-01, -6.9523e-03, 2.6113e-02, 1.8232e-03,\n", - " -3.7961e-02, -2.5008e-01, -3.0902e-02, 2.9389e-02, 4.5719e-02,\n", - " -3.8667e-02, 3.8771e-02, -7.0226e-02, 1.4924e-01, 1.7715e-01,\n", - " -3.2035e-02, -4.0235e-02, -3.7918e-02, -4.8772e-02, 5.3331e-02,\n", - " -2.9140e-01, -1.1118e-01, 1.3034e-02, 1.0191e-01, -2.4598e-02,\n", - " 3.4927e-02, 2.8932e-02, -5.8911e-02, -8.0538e-02, 1.9185e-02,\n", - " -8.9750e-03, -4.6281e-02, 7.3386e-02, -4.7614e-02, -4.3294e-02,\n", - " -4.9458e-01, 4.3920e-02, -9.7529e-02, 5.1268e-02, -2.0372e-01,\n", - " -5.4626e-02, -1.1206e-02, 2.0399e-02, 5.9959e-02, -1.4725e-02,\n", - " 1.6513e-01, 1.2975e-01, -5.0578e-02, -9.2773e-02, 1.0862e-02,\n", - " -4.3261e-01, -6.4384e-02, -7.1346e-02, -1.1462e-02, 3.6257e-02,\n", - " -1.5810e-02, 9.4803e-03, -1.1244e-02, -1.3266e-01, -3.8921e-02,\n", - " -2.6781e-01, 4.4253e-03, -9.8164e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.9300e-03, 8.5589e-03, 6.7078e-03, -5.2475e-03, -1.7074e-04,\n", - " 5.0674e-03, 4.1815e-03, 1.8580e-03, -1.0160e-03, 1.1964e-03,\n", - " 2.7083e-04, -2.4458e-04, -5.4050e-04, -2.5650e-03, -4.7394e-03,\n", - " 4.8531e-04, -1.8098e-02, 4.8317e-03, -4.4570e-03, -5.3863e-03,\n", - " 3.1918e-03, 1.9480e-03, 4.9041e-03, 7.7739e-03, 2.8508e-03,\n", - " -1.3875e-03, 1.9202e-03, -1.5556e-02, -1.5886e-03, 1.2212e-02,\n", - " -1.1864e-02, 2.5167e-04, -5.7444e-03, 4.7266e-03, 4.8462e-03,\n", - " -3.6997e-03, 1.6192e-03, -1.2002e-02, -1.1027e-02, -9.1347e-03,\n", - " 1.5765e-03, 4.0555e-03, 3.5739e-04, -1.6339e-03, 1.0962e-02,\n", - " -8.4997e-03, -2.8029e-03, -3.4114e-03, -8.8147e-05, 6.0323e-03,\n", - " 6.8531e-03, -4.1245e-03, 4.4613e-03, 8.4199e-03, -3.1771e-03,\n", - " 1.6702e-03, 3.4850e-05, -7.3424e-03, -1.5101e-03, -4.7782e-03,\n", - " 9.2995e-03, -4.0258e-03, 6.3561e-04, -6.4632e-03, -2.0197e-03,\n", - " -9.8148e-04, -1.2540e-02, -7.2752e-03, 1.4507e-03, 1.2296e-04,\n", - " -2.4770e-03, -6.0837e-03, 5.7567e-03, 1.4083e-03, 3.1109e-04,\n", - " -7.3145e-03, -5.0330e-03, -1.2406e-03, 6.2154e-03, -4.2917e-03,\n", - " 2.1385e-03, 6.0483e-03, 1.5663e-04, -8.1126e-03, 2.5341e-04,\n", - " 1.2467e-03, -3.5925e-04, 3.3632e-03, 2.0393e-03, 7.3646e-03,\n", - " 2.1375e-03, -2.7026e-03, -4.4974e-03, 7.0134e-03, 1.1709e-02,\n", - " 3.3522e-03, 1.0950e-02, 3.8271e-03, -4.0832e-04, 1.7266e-03,\n", - " 4.3481e-03, -9.0409e-03, -9.4867e-04, -7.6617e-03, -6.6592e-03,\n", - " -6.1604e-03, 1.4187e-03, 2.6609e-03, -1.7144e-03, 3.7914e-03,\n", - " 3.0868e-03, 5.0570e-03, 8.5467e-03, -9.9423e-03, -2.0796e-03,\n", - " -3.2258e-04, 4.1050e-03, 2.7862e-03, 1.2309e-02, -7.2912e-03,\n", - " 5.8101e-03, -5.7256e-03, -1.5843e-02, 8.8699e-03, 7.5747e-04,\n", - " -6.7110e-03, -5.5266e-05, 6.6545e-03, 7.0998e-04, -2.3847e-03,\n", - " -3.4828e-03, 9.0933e-03, -3.4571e-03, 1.0093e-03, -1.5860e-03,\n", - " -3.0404e-03, 6.4610e-04, 3.7303e-03, -8.0115e-03, -2.7465e-03,\n", - " -8.7046e-04, 1.2836e-04, -4.4670e-03, 3.0893e-03, 1.3451e-04,\n", - " -7.2371e-03, 4.6840e-03, -4.0207e-04, 5.1145e-03, -2.1060e-04,\n", - " 1.0095e-02, 8.6286e-03, -6.7095e-03, 2.5879e-03, -2.8491e-04,\n", - " 8.5179e-03, 1.1921e-03, 9.9142e-04, 4.6654e-04, 5.1127e-03,\n", - " 6.8374e-03, 3.5552e-04, -1.8421e-03, 4.5094e-03, -1.5912e-03,\n", - " -7.3022e-03, 7.6686e-04, 6.0547e-03, 1.0770e-03, -4.5268e-03,\n", - " 1.1596e-03, 1.6065e-05, 8.2845e-04, -2.2180e-03, -6.7698e-03,\n", - " -5.1597e-03, -3.8464e-03, -2.9985e-03, -3.5815e-03, 1.8866e-03,\n", - " 3.5590e-03, 1.6332e-04, 6.9980e-03, 1.9937e-03, 1.8188e-03,\n", - " -1.4298e-02, -2.1265e-03, 1.1429e-02, 1.9449e-05, -2.9942e-04,\n", - " -9.0682e-04, 5.7061e-03, 8.6897e-03, -1.2316e-02, 9.2947e-03,\n", - " 8.1251e-03, 7.0416e-03, 1.7093e-02, 1.4056e-02, -4.1692e-03,\n", - " -1.2083e-03, -6.5084e-03, 8.4934e-04, -1.2930e-02, -6.5551e-04,\n", - " -9.5311e-03, -4.2694e-03, -4.9882e-03, 8.3678e-03, -1.0326e-02,\n", - " 2.7191e-03, 3.6803e-03, 5.4991e-03, -2.8498e-03, -9.1039e-03,\n", - " -3.6083e-03, 1.2725e-02, 5.0432e-03, 4.9373e-03, 8.4427e-04,\n", - " 4.8043e-03, -7.2875e-03, -1.1513e-03, 1.4376e-02, -1.9139e-02,\n", - " -5.7019e-03, 1.2708e-02, -1.8130e-03, -1.4101e-03, 8.7945e-03,\n", - " 1.8720e-03, 1.9557e-02, -1.8691e-03, 5.2001e-03, 1.4023e-02,\n", - " 3.9722e-03, 8.8082e-04, -1.2820e-02, 1.4084e-03, 1.5000e-02,\n", - " 2.5960e-03, -1.5960e-02, -9.8676e-03, 1.1860e-03, -2.2861e-03,\n", - " 1.2104e-03, 1.1771e-02, -1.9730e-03, -1.1499e-02, -1.3481e-02,\n", - " -1.4296e-02, -2.5724e-04, -4.5529e-03, -3.7688e-03, -5.7932e-03,\n", - " 7.7856e-03, -3.8337e-03, -1.9320e-03, 6.8045e-03, -4.4586e-03,\n", - " 1.6528e-03, 3.7164e-03, -1.5865e-02, -5.3465e-03, 3.9016e-04,\n", - " -1.2832e-03, 1.4900e-04, 1.5609e-03, 1.0342e-03, 5.5661e-04,\n", - " 2.0919e-04, -1.2588e-03, 1.7375e-02, 8.1706e-03, -6.6738e-04,\n", - " 1.0252e-02, -8.8026e-03, 1.3686e-03, 8.6173e-04, -9.1880e-03,\n", - " 4.0729e-04, -7.5691e-03, 5.0836e-06, -1.6615e-03, -5.0922e-03,\n", - " -7.5183e-03, -3.7821e-03, -9.2778e-04, 6.7328e-03, -4.3813e-03,\n", - " -1.0221e-03, -1.2368e-02, -1.0867e-02, 5.5248e-03, 4.5581e-03,\n", - " -1.0131e-02, -1.6451e-04, -6.0702e-03, 1.8299e-03, 2.7157e-03,\n", - " -6.8185e-04, 4.8931e-03, 1.4355e-02, 5.9589e-03, -1.6657e-03,\n", - " -8.5590e-03, -2.3917e-03, 2.6150e-03, -3.4086e-03, 3.6453e-03,\n", - " -4.2691e-04, -3.9505e-03, 2.1323e-03, 5.6997e-03, 9.1721e-04,\n", - " 1.9600e-04, 1.0139e-03, -6.3644e-03, 7.4493e-03, -8.3878e-04,\n", - " 1.6466e-03, 6.4495e-03, -7.1808e-03, 9.9231e-04, -9.3418e-03,\n", - " 4.9754e-03, -4.9856e-04, -5.6552e-04, -7.2044e-03, 1.5831e-03,\n", - " 4.8036e-03, -3.9309e-03, 3.7005e-03, -7.0703e-03, 3.9998e-03,\n", - " -1.0022e-03, -1.6003e-03, -2.9830e-03, -6.9749e-04, 2.6021e-03,\n", - " 7.6296e-03, -3.1171e-03, 7.4728e-04, -1.4076e-03, -3.7539e-03,\n", - " 3.1295e-03, -3.0072e-03, -4.0572e-04, -3.8275e-03, 8.0638e-03,\n", - " 1.0790e-03, -8.0044e-03, -5.9716e-03, -4.9287e-04, 5.2971e-03,\n", - " -3.4904e-03, 5.0437e-03, -6.7597e-03, 5.2795e-03, -6.2792e-04,\n", - " 1.5572e-03, -1.0748e-02, 8.6681e-03, 5.2530e-03, -7.9259e-04,\n", - " 4.1247e-03, 5.7562e-03, 1.6704e-03, 1.8165e-03, 1.0173e-02,\n", - " -1.2128e-02, -5.2427e-03, 2.0409e-03, -7.1521e-03, -1.9720e-03,\n", - " 3.4334e-04, 2.2246e-03, 4.6589e-03, -9.2280e-03, 4.1184e-03,\n", - " 5.7624e-03, 4.5186e-03, 1.1339e-02, 2.3686e-03, -2.6594e-03,\n", - " -3.5295e-03, 3.1483e-03, -2.2285e-03, 1.7733e-03, 6.0390e-03,\n", - " -4.5070e-03, -6.6122e-04, 2.6287e-04, -4.0881e-03, -2.6016e-03,\n", - " -1.5992e-03, 1.2946e-02, -5.1533e-03, 1.7519e-03, 8.5993e-03,\n", - " -1.3457e-03, 5.4211e-03, 6.8997e-03, -1.5737e-03, 4.3691e-03,\n", - " 4.4413e-03, -5.0651e-03, -3.0544e-03, -3.7347e-04, -4.5827e-03,\n", - " -8.3630e-04, -2.5575e-03, -4.9778e-03, 9.3016e-03, -4.1158e-03,\n", - " 5.2344e-03, -3.3605e-03, -6.4183e-03, -3.1329e-03, -4.4335e-03,\n", - " 6.0293e-03, -7.9370e-03, -2.2736e-03, -1.2955e-03, 2.2187e-03,\n", - " -2.2986e-03, 6.5840e-03, -4.0940e-03, -1.4016e-03, 2.6759e-03,\n", - " -3.1392e-03, 4.8249e-03, -1.8981e-03, 2.0993e-04, -4.8740e-03,\n", - " 1.3249e-04, 7.8641e-04, 3.4153e-03, 2.8487e-03, -6.0631e-04,\n", - " 4.5089e-03, 1.1371e-03, -4.7340e-03, -9.1283e-03, -2.4335e-03,\n", - " -6.6363e-03, -3.6126e-03, -3.6649e-03, 4.0616e-03, 6.0948e-03,\n", - " 1.0095e-02, 2.2510e-03, 4.5820e-03, -3.5534e-03, 1.2988e-03,\n", - " 2.6603e-03, 5.1994e-03, -2.5577e-03, -3.2454e-03, 5.5617e-03,\n", - " 3.7364e-03, -2.2635e-03, -4.7702e-03, -5.4390e-04, -3.6517e-03,\n", - " 4.2101e-03, 1.0642e-03, 7.9035e-03, -1.1293e-03, -2.7839e-03,\n", - " -5.6322e-03, 2.6490e-04, 2.1525e-03, 1.4891e-03, 1.0607e-02,\n", - " -4.4227e-03, -4.2261e-03, -1.6154e-02, -1.4040e-03, 6.5024e-03,\n", - " 5.5152e-03, -7.0980e-03, 2.2842e-04, -5.2333e-03, 5.5853e-03,\n", - " -1.3156e-03, 4.0778e-03, -8.5845e-03, 3.2263e-04, -4.0613e-03,\n", - " 1.0848e-02, 4.0395e-03, 3.0994e-03, -7.1049e-04, 6.6042e-03,\n", - " 2.1754e-03, -1.1331e-02, -1.4605e-02, 1.1207e-03, 9.2770e-03,\n", - " -7.9655e-03, 6.8227e-03, -3.4564e-03, -6.8266e-03, -1.1763e-02,\n", - " 1.1995e-02, -8.9833e-03, 3.5921e-03, 2.0283e-03, 8.9450e-03,\n", - " 1.5300e-03, 2.6868e-03, 3.9229e-03, -1.8556e-03, -2.2035e-02,\n", - " -1.6732e-02, 1.1018e-02, 9.4328e-04, -2.9249e-03, 2.7719e-03,\n", - " 1.0992e-02, -4.4166e-03, -3.0738e-03, 9.1286e-03, -1.9481e-03,\n", - " -2.2179e-03, 1.8511e-03, 9.2610e-04, -1.4791e-02, -5.8868e-03,\n", - " -7.4093e-04, 6.3656e-03, -6.6316e-03, -1.0364e-02, 2.5863e-03,\n", - " -5.8151e-03, 2.9192e-03, -6.3398e-03, -1.9645e-03, -6.9300e-03,\n", - " 1.4866e-02, -2.5841e-03, 1.9477e-02, 4.8696e-03, 9.5582e-03,\n", - " 1.2214e-02, 7.4713e-03, 2.3840e-03, 5.1540e-03, -6.9205e-03,\n", - " 1.1135e-02, 4.5974e-03, -7.1432e-03, -3.0160e-03, 8.3152e-03,\n", - " -1.4420e-02, 2.9595e-03, -6.3967e-03, 4.0334e-03, -4.9541e-03,\n", - " -4.3201e-03, -1.8934e-03, -2.1565e-02, -7.3732e-03, -3.3527e-03,\n", - " 1.7263e-03, 4.6471e-03, -7.3171e-03, -3.7515e-03, 6.9501e-03,\n", - " -6.6552e-03, 2.2093e-04, -5.7853e-03, -7.0962e-03, 6.4529e-03,\n", - " -7.6430e-03, 6.5924e-03, -2.4543e-03, -6.7676e-04, -4.4349e-03,\n", - " 1.4539e-02, 3.5131e-04, 1.6586e-03, 4.4028e-03, 3.2808e-03,\n", - " 6.9976e-03, -7.2592e-03, -6.4432e-03, 1.4150e-03, -7.7481e-03,\n", - " 1.2922e-03, -1.5928e-03, -5.0782e-03, 1.7602e-04, -5.5456e-03,\n", - " 1.5327e-03, -9.5769e-03, 2.9619e-03, 7.6047e-03, -4.6032e-03,\n", - " -4.4523e-03, -5.2178e-03, 1.4846e-02, 9.7620e-04, 2.3608e-03,\n", - " -1.4634e-03, -2.4513e-03, 6.4284e-03, -1.6828e-03, -2.5102e-03,\n", - " 1.2151e-03, 4.3027e-03, 2.0908e-03, 1.5445e-04, -8.4323e-03,\n", - " 7.4257e-03, -2.8628e-03, 4.7550e-03, -2.9127e-03, 4.9662e-03,\n", - " -6.3313e-03, -1.0529e-02, 7.6072e-03, -7.6190e-03, -1.0754e-02,\n", - " 6.8550e-03, 5.7422e-03, 3.1198e-05, -7.7430e-03, -8.1641e-03,\n", - " 3.9294e-03, -7.4940e-04, -5.8984e-04, -6.9939e-03, -1.9477e-03,\n", - " -7.3148e-03, 4.0242e-03, -4.6901e-04, 3.6592e-03, -5.9084e-03,\n", - " 5.7921e-03, 2.3480e-02, -1.1452e-02, -1.0659e-02, 3.8100e-03,\n", - " -1.2034e-02, -9.7815e-03, -1.7632e-02, -3.3302e-03, 1.6782e-03,\n", - " 7.0468e-03, -4.0884e-03, 7.5114e-03, 1.3719e-02, 5.8457e-03,\n", - " -4.6209e-03, -1.0341e-03, -2.8693e-03, -5.3472e-03, 6.6903e-03,\n", - " 7.2242e-03, 7.0865e-03, -1.2820e-03, 1.7918e-02, -8.8557e-03,\n", - " 4.6244e-03, 4.7741e-03, 9.4395e-04, 1.2661e-03, 1.6341e-02,\n", - " 1.0434e-02, 1.3533e-02, 2.1026e-03, 1.8231e-03, -3.7463e-03,\n", - " 1.5056e-03, 1.2786e-02, -1.2236e-02, 1.1722e-02, -5.6654e-03,\n", - " -1.0062e-02, 1.6478e-03, -5.7537e-03, 5.5735e-03, 3.6610e-03,\n", - " -3.2811e-03, -8.9671e-03, 9.4958e-03, 8.1540e-04, -1.0753e-02,\n", - " 8.1474e-03, -2.3672e-03, 1.2399e-02, -1.0714e-02, -2.3229e-03,\n", - " 4.1645e-03, 8.7689e-03, -1.8756e-03, -3.3093e-03, -1.0230e-02,\n", - " 1.1990e-02, -4.9874e-03, -1.1005e-02, -4.6603e-04, 2.9095e-03,\n", - " -2.4737e-03, 1.0091e-03, -3.5922e-03, -3.8659e-03, 9.9002e-03,\n", - " 1.6129e-04, 1.8465e-03, -4.1638e-03, 2.2505e-03, -1.7540e-03,\n", - " 7.1755e-03, -1.4535e-03, 1.2793e-04, 1.0095e-03, 7.5493e-03,\n", - " -4.2152e-03, -4.7085e-03, 2.0163e-03, 3.1765e-03, 5.4303e-03,\n", - " 4.1548e-03, -2.3893e-03, -1.6012e-03, -1.9725e-03, -5.7064e-03,\n", - " 7.5328e-04, 2.3737e-03, 1.1296e-03, 2.1506e-03, -1.9043e-04,\n", - " -7.1720e-05, -3.3824e-03, -1.1684e-03, -4.7213e-03, -1.2236e-02,\n", - " -6.1418e-04, 2.1929e-03, 1.6242e-03, 3.5141e-03, -3.0162e-03,\n", - " 1.4377e-03, 2.2871e-03, -3.4077e-03, -5.0907e-03, -1.6790e-03,\n", - " -7.6882e-03, 5.4499e-03, 2.6872e-03, 2.1042e-03, 5.8136e-03,\n", - " -7.7307e-03, 2.9835e-03, -2.8981e-03, -1.0854e-03, 5.6781e-03,\n", - " -1.1336e-03, 5.1574e-03, 9.9243e-03, -1.0162e-02, -1.6332e-03,\n", - " -2.0570e-03, -2.1694e-03, 4.1583e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.3350e-02, -1.2241e-02, -5.1834e-03, -2.3253e-03, 1.4861e-03,\n", - " 2.4383e-02, -4.7029e-03, 6.1049e-03, 1.6735e-02, -2.8792e-02,\n", - " -1.6313e-02, -3.6831e-02, 6.2654e-04, 3.4270e-03, 1.6318e-03,\n", - " -4.7612e-03, -3.6793e-03, -1.4869e-02, -1.9048e-02, -5.8014e-03,\n", - " -1.2619e-02, 5.6017e-03, -5.6833e-03, -5.0335e-03, -6.2400e-03,\n", - " 3.1298e-03, -1.5889e-02, -2.4703e-03, -3.7229e-03, -6.2011e-05,\n", - " -2.4154e-02, -8.4109e-03, -1.9645e-02, 1.0948e-02, -2.9129e-03,\n", - " 1.0527e-02, 1.1648e-02, -1.1574e-02, 4.0845e-03, 1.2072e-02,\n", - " 2.0569e-03, 2.8987e-03, 2.9153e-02, -3.9385e-04, 2.3153e-02,\n", - " -9.0909e-04, 4.7908e-03, 3.4791e-03, 1.1528e-02, 5.4078e-03,\n", - " -8.7105e-03, -1.1281e-02, -2.9433e-03, 4.6126e-03, -9.6811e-03,\n", - " -8.9111e-03, 3.1745e-03, -2.2809e-02, -8.3955e-03, -1.2113e-02,\n", - " -1.1042e-02, -2.8629e-03, 5.8608e-03, 2.0203e-02, 2.6668e-04,\n", - " 1.9300e-02, -1.1342e-03, -2.2901e-02, -6.4364e-02, -3.3167e-04,\n", - " -2.8583e-02, 1.5488e-04, 9.3850e-03, 1.6857e-02, -5.6285e-02,\n", - " 1.1561e-02, 6.7098e-03, -3.8285e-02, 2.4469e-02, 5.0906e-04,\n", - " -1.3732e-02, -3.2334e-02, -5.6922e-03, -9.0804e-03, -2.1825e-03,\n", - " 7.3159e-03, -1.7027e-02, 1.0637e-02, -1.9983e-02, -1.3757e-02,\n", - " 2.3911e-02, 1.8017e-03, 4.4301e-03, -3.0852e-04, -3.3880e-03,\n", - " 1.3912e-03, 2.8033e-02, 1.1536e-02, 9.2376e-04, -2.7181e-02,\n", - " 1.7142e-02, -1.7371e-02, 9.5090e-03, 6.5369e-04, 1.1548e-02,\n", - " 3.7717e-02, 4.0399e-02, 1.6682e-02, -4.0748e-02, 4.7523e-03,\n", - " -2.4130e-03, 1.5916e-02, -1.4287e-03, -3.4652e-02, -1.2213e-02,\n", - " -3.7741e-02, -3.3402e-02, 2.4532e-02, -1.0940e-02, -8.0124e-03,\n", - " -1.4722e-02, 1.7045e-02, -1.7671e-02, -2.1977e-02, 2.0841e-03,\n", - " 9.9653e-03, 2.3066e-03, -1.2506e-02, 3.1778e-02, -9.0424e-03,\n", - " -2.9688e-02, 1.7219e-02, -3.6268e-02, 3.3124e-02, -1.9548e-02,\n", - " -1.4086e-02, 4.6025e-04, 4.3928e-03, 2.7029e-02, -1.1392e-02,\n", - " -6.4204e-03, -2.2280e-02, 6.3656e-04, 3.3273e-03, -1.3519e-02,\n", - " 3.0293e-02, -1.4113e-03, 2.2032e-02, 1.7443e-02, 9.8677e-03,\n", - " 1.4074e-02, 1.9211e-02, -4.0963e-03, -4.5703e-03, 3.9457e-03,\n", - " -2.7532e-03, 4.1846e-02, -7.6351e-03, 7.2277e-04, -3.0766e-02,\n", - " -1.0882e-02, -1.5692e-02, 1.4736e-02, -1.6786e-02, 4.0584e-03,\n", - " -4.6403e-03, -2.2499e-02, 3.1056e-02, 2.2250e-02, -2.0192e-02,\n", - " 6.5615e-03, 1.8398e-02, 5.5014e-03, -8.5460e-03, 8.8002e-03,\n", - " 1.7165e-02, 1.2593e-02, 2.3666e-03, -2.8021e-02, 3.7259e-03,\n", - " 1.2558e-02, 1.0195e-02, 2.2687e-02, 3.8066e-03, -3.1303e-02,\n", - " -2.0709e-02, 5.7161e-03, 2.0312e-02, -1.5804e-02, 1.9810e-02,\n", - " -2.4154e-03, -2.0503e-02, 1.7852e-02, -2.5597e-02, 9.0242e-04,\n", - " -3.3668e-02, -3.6108e-03, 4.2357e-04, -3.4844e-03, -2.9928e-02,\n", - " 3.3270e-03, -3.8828e-02, -3.4625e-03, -1.0708e-02, 5.3690e-02,\n", - " -1.1361e-02, 1.3236e-02, -5.9697e-03, 2.3299e-02, -2.2907e-03,\n", - " -1.1507e-02, -1.5089e-02, 2.3709e-03, 3.6263e-03, -2.1374e-03,\n", - " 8.8470e-03, -2.3885e-02, -5.0407e-03, -4.2979e-02, -4.9424e-03,\n", - " 1.1059e-02, -2.1954e-02, 3.4234e-03, -1.9271e-02, -1.3620e-02,\n", - " 4.3213e-03, 1.5615e-02, 1.3805e-03, 5.1108e-02, -9.8081e-03,\n", - " -9.4055e-03, 7.5806e-03, -1.2106e-02, 1.8464e-02, 6.3217e-03,\n", - " 1.2373e-03, 6.1405e-02, -2.4513e-03, -1.6544e-03, -2.1221e-02,\n", - " 3.2381e-03, -1.2077e-02, -1.1435e-02, -1.1793e-02, 2.4057e-04,\n", - " -1.7033e-02, 1.0072e-02, -1.1155e-02, 5.4494e-02, 1.2625e-02,\n", - " 4.2714e-03, -5.5552e-03, 5.1022e-02, -6.3836e-03, 1.1153e-02,\n", - " 8.4355e-03, -1.2189e-02, 1.0992e-02, -9.7256e-04, -2.2125e-04,\n", - " -2.4779e-02, 4.4409e-02, 1.2747e-02, 1.6033e-03, -2.0174e-02,\n", - " -7.9164e-03, -7.6956e-04, -2.8494e-02, -1.0824e-02, -2.1369e-03,\n", - " -1.9371e-02, 1.3256e-02, 2.7234e-02, -1.6288e-02, 3.3539e-02,\n", - " 6.6427e-03, 2.3452e-03, 2.1147e-02, -3.7630e-02, -2.3931e-02,\n", - " -2.6740e-02, 9.9008e-04, -2.7346e-02, -2.3854e-02, 8.1214e-03,\n", - " 1.0071e-02, 1.8965e-02, -3.5950e-02, -7.5781e-03, -8.6459e-03,\n", - " -1.8457e-02, 9.8906e-03, -2.4546e-02, 2.2530e-02, 4.9579e-03,\n", - " 3.5609e-03, -4.3660e-03, 3.9109e-03, -2.6452e-03, 1.5502e-02,\n", - " -1.0225e-02, -2.8940e-02, -3.3159e-02, 3.8494e-03, -8.6620e-03,\n", - " -8.2316e-03, -2.6441e-02, -2.1966e-02, 2.0637e-03, 2.9648e-02,\n", - " 1.2465e-02, -1.1413e-02, 3.5648e-03, 1.7074e-02, 5.8724e-03,\n", - " 3.3044e-03, 3.3953e-02, 3.3598e-03, -2.3500e-02, -3.7845e-02,\n", - " -7.3611e-03, -1.1997e-02, 5.1268e-03, -4.8742e-03, -4.6476e-03,\n", - " 4.1273e-03, 1.4692e-03, 2.2300e-02, -6.4788e-03, 3.5085e-02,\n", - " -1.1673e-02, 2.7537e-02, 2.2329e-02, -7.8740e-03, 2.7090e-02,\n", - " 3.8967e-02, -6.5245e-03, -2.5078e-02, -5.4266e-02, -7.2810e-03,\n", - " 2.2777e-02, -4.1299e-02, -2.3387e-02, -3.6107e-03, -1.0980e-02,\n", - " -1.7981e-03, -4.0899e-03, 3.2738e-02, 3.7847e-03, -3.9175e-03,\n", - " 1.4053e-02, 2.2559e-02, 5.4679e-03, 1.4589e-02, -8.9432e-03,\n", - " 5.9774e-03, -3.9494e-02, 3.7443e-02, -1.5772e-02, -4.9468e-02,\n", - " -4.0126e-02, 3.6735e-02, -3.1785e-02, 7.3212e-03, 3.5100e-02,\n", - " 3.5659e-02, -5.3211e-03, -1.4792e-02, -2.4156e-02, 4.7360e-02,\n", - " -6.0169e-03, 4.6755e-02, 1.6771e-02, 1.8297e-02, -3.0379e-02,\n", - " -3.2600e-03, -1.6084e-02, -3.2488e-02, 1.1818e-02, 6.6291e-03,\n", - " -3.5752e-02, -1.4779e-02, 2.8962e-02, 2.3775e-02, -3.3525e-03,\n", - " 3.5023e-02, 2.0849e-02, 4.6085e-03, 1.2365e-02, -1.0929e-02,\n", - " 1.3178e-02, 1.4053e-02, -8.0204e-03, -2.1090e-02, -6.8489e-04,\n", - " -5.3866e-04, -2.7979e-02, 1.1940e-02, 4.5396e-03, -1.4660e-02,\n", - " 7.4962e-03, -1.0116e-02, 1.9435e-02, 1.9432e-02, -1.3252e-02,\n", - " 9.2515e-03, -1.5563e-03, -1.5905e-02, -4.1010e-03, -5.9906e-03,\n", - " 1.0174e-02, 2.2275e-02, -2.6958e-03, 1.8835e-02, 3.9279e-03,\n", - " -2.0716e-03, -1.5407e-02, 2.1015e-03, 2.7672e-02, 6.2282e-03,\n", - " -3.3398e-02, -1.8011e-02, 5.2867e-03, -1.4992e-03, 7.9753e-03,\n", - " 1.6238e-02, 3.2268e-02, -1.0238e-02, 6.3883e-03, -3.7444e-02,\n", - " 7.4858e-03, -2.5848e-02, 8.0738e-03, -2.1964e-03, 7.1654e-03,\n", - " -1.1526e-02, 9.9002e-03, -1.3438e-02, -1.0952e-02, -3.8715e-03,\n", - " 1.2619e-02, -1.3798e-02, 1.7650e-02, -3.3050e-03, 1.0870e-02,\n", - " 3.4690e-03, 2.6517e-02, 8.8734e-03, 1.9271e-02, 7.3693e-04,\n", - " 4.1614e-03, -2.5147e-03, 3.9508e-02, -4.7983e-03, -5.4129e-04,\n", - " 5.4280e-03, -1.1971e-02, 8.5920e-03, -1.2053e-02, 1.9232e-02,\n", - " -7.3664e-05, -1.7381e-02, 7.5337e-03, 2.4862e-02, 2.9259e-03,\n", - " 1.2019e-03, -9.8528e-03, 1.6792e-02, -2.6678e-03, -1.5878e-02,\n", - " -2.1041e-02, -6.3805e-03, -6.9587e-03, -2.1100e-02, -1.0129e-04,\n", - " -5.4150e-03, -7.0084e-03, -9.3394e-03, -7.5228e-03, 8.7705e-03,\n", - " 6.0878e-03, -1.9423e-04, 1.9369e-03, -1.2755e-02, 1.2534e-02,\n", - " -1.1064e-03, -3.3061e-03, -1.1506e-02, 2.5097e-02, -4.4739e-03,\n", - " 8.2340e-03, 3.8356e-03, -1.0637e-02, 1.0431e-02, -7.6940e-03,\n", - " 3.4094e-02, -1.9006e-02, -1.4190e-02, -9.4534e-03, 1.5433e-02,\n", - " 2.2639e-02, -8.4075e-03, 4.1798e-03, -2.7385e-03, -1.4367e-02,\n", - " 8.3901e-04, -1.5439e-02, 4.2996e-03, -1.2589e-02, -2.4563e-02,\n", - " -6.3441e-03, 1.9945e-02, -5.8661e-03, -1.5402e-03, -2.0664e-02,\n", - " 3.9834e-02, -3.1669e-02, -1.9658e-02, -1.1395e-02, 2.0143e-02,\n", - " 3.2890e-03, -1.3892e-02, -1.0237e-02, -2.6989e-03, 2.5444e-02,\n", - " -1.8715e-02, -8.0069e-03, 1.4096e-02, -1.5161e-02, 3.0440e-02,\n", - " -3.0488e-04, -2.3883e-02, 7.0899e-03, 4.7084e-03, 2.2949e-02,\n", - " 8.6598e-03, 4.1352e-04, 2.6105e-02, 9.0844e-03, 1.3375e-02,\n", - " -7.4720e-03, 7.3067e-03, -1.3735e-02, 2.7024e-02, -1.7361e-02,\n", - " 1.8375e-03, 1.1599e-02, -1.1105e-02, 3.7823e-03, -9.2205e-03,\n", - " 4.6223e-02, -1.9127e-02, 1.9189e-02, 1.0097e-02, -3.3858e-03,\n", - " -1.0670e-02, 5.7493e-03, 3.8072e-02, 6.9636e-03, 5.7692e-03,\n", - " 1.8001e-02, 7.4425e-03, 1.7608e-02, 9.7360e-03, -2.7646e-02,\n", - " -2.2686e-03, 2.9473e-02, -3.3328e-02, -1.2251e-02, -1.1919e-02,\n", - " -5.6746e-02, 1.7907e-03, -4.4066e-03, -7.9811e-03, 1.1460e-02,\n", - " -5.3590e-03, 1.7584e-02, 1.5756e-02, -1.1133e-02, 3.1208e-01,\n", - " -2.4096e-02, 2.8343e-02, -3.0667e-02, -4.8228e-03, -1.6304e-02,\n", - " -1.9903e-02, -4.8650e-03, 2.0380e-02, -2.1612e-02, 9.0872e-03,\n", - " -3.1869e-02, -9.8240e-03, -7.4756e-03, 2.6078e-02, 1.0598e-02,\n", - " 1.2212e-04, 4.0564e-02, -4.1712e-03, 4.2271e-02, -4.7329e-03,\n", - " -2.3388e-03, -8.0900e-03, -5.5501e-03, -4.7973e-02, 3.3132e-02,\n", - " -1.7225e-02, -3.2194e-02, 2.7837e-02, 2.6286e-02, -1.6921e-02,\n", - " 2.7160e-02, 2.0210e-02, 6.0572e-03, -2.5566e-02, -1.9623e-02,\n", - " -6.1731e-02, -8.2240e-03, 1.0292e-01, -1.8236e-03, -1.0839e-02,\n", - " -3.0355e-02, 2.5934e-02, -5.8327e-03, 8.0007e-02, 2.7361e-03,\n", - " -5.9362e-02, -1.9896e-02, 1.7799e-03, 5.1742e-02, -1.7130e-02,\n", - " -5.8778e-03, -5.7954e-03, -6.4293e-04, 1.6602e-03, -2.0990e-03,\n", - " 6.0152e-03, 4.4852e-03, 1.7768e-02, 4.4185e-02, -7.0068e-03,\n", - " 6.1747e-02, 3.7667e-03, 3.3048e-02, -5.7623e-02, 5.1362e-02,\n", - " 5.7330e-02, 8.5334e-03, 9.9657e-03, -7.3546e-02, 3.5630e-03,\n", - " -6.1687e-02, 6.6658e-03, -4.8955e-02, 5.3323e-02, -3.5615e-02,\n", - " 9.5301e-02, 4.8338e-02, 6.3920e-03, 2.8649e-01, 1.7050e-02,\n", - " -5.9446e-03, 1.8573e-02, 4.7815e-02, -1.8460e-02, -2.9367e-02,\n", - " 1.4993e-02, 1.7570e-02, 2.4561e-02, -3.2951e-02, 1.3119e-02,\n", - " 5.0560e-02, 2.0162e-02, -2.7622e-02, 2.5742e-02, 2.8182e-02,\n", - " 1.2996e-02, -4.2638e-02, -7.5663e-03, 3.5703e-02, -6.0723e-02,\n", - " 2.1300e-02, 3.4943e-02, -6.2974e-04, -3.7361e-02, 5.2900e-02,\n", - " -6.1594e-02, 3.2781e-02, -2.0503e-01, -2.5231e-02, -1.0963e-03,\n", - " 1.2461e-02, 5.9430e-02, 8.4552e-03, 2.7990e-02, 4.2736e-02,\n", - " -1.2145e-02, 9.0404e-02, 3.8170e-03, -2.7388e-02, -3.7823e-02,\n", - " -1.2776e-02, -4.0615e-02, -7.6104e-02, 1.8005e-02, 4.7835e-02,\n", - " 3.8667e-02, -4.6616e-03, 7.9669e-03, -1.3632e-02, -1.3153e-02,\n", - " -8.3480e-03, 1.6806e-02, 2.2840e-03, -7.7260e-02, 1.1119e-02,\n", - " 1.9525e-02, -8.9720e-03, -2.6748e-02, 1.0277e-02, 3.2629e-02,\n", - " 4.8386e-04, 2.5005e-02, -8.8469e-03, 1.1591e-04, 2.8634e-02,\n", - " 9.2881e-04, -3.1760e-04, 4.3160e-02, 5.9586e-02, 1.2318e-02,\n", - " 5.0292e-03, 1.9436e-02, 3.6148e-02, -1.9931e-02, 1.8233e-02,\n", - " 1.7020e-02, -4.1668e-02, -6.2599e-03, -2.9462e-02, -1.9060e-02,\n", - " 1.9530e-02, 2.2143e-02, -2.4947e-02, -1.1921e-02, 4.1980e-02,\n", - " -3.8685e-02, -1.6653e-02, -2.3361e-02, 1.9460e-02, 2.4227e-03,\n", - " -1.1087e-02, -1.9763e-02, 6.8009e-03, -3.4660e-02, -4.3289e-02,\n", - " 2.7568e-02, -1.1938e-02, 2.6142e-02, 3.4023e-02, -2.6506e-02,\n", - " -1.2851e-02, 4.0560e-02, -1.3137e-03, 8.5345e-03, 5.7082e-02,\n", - " 2.4541e-02, -2.3473e-03, -1.3259e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.0892e-02, 1.4581e-02, 5.2178e-02, 3.2427e-02, 9.0755e-03,\n", - " 1.7235e-02, 2.0646e-02, -6.7698e-02, 3.2617e-02, 6.3936e-02,\n", - " -2.9528e-02, -6.8492e-02, -6.2344e-02, -1.7486e-02, -5.9062e-02,\n", - " -2.5247e-02, 5.6301e-02, 6.8733e-02, 1.0162e-02, -2.7728e-03,\n", - " -2.0946e-02, -1.8208e-03, -2.1162e-02, -4.0140e-04, 3.5422e-02,\n", - " -5.5056e-02, -2.2358e-02, -1.0222e-01, 1.3521e-01, 1.6311e-02,\n", - " -2.8985e-02, 8.1744e-04, -1.9793e-02, -3.8421e-02, 5.3359e-02,\n", - " 4.7995e-02, 3.3254e-02, -8.5054e-02, 1.7392e-02, 5.2654e-02,\n", - " -3.2327e-02, -5.7849e-02, 1.4949e-02, -1.4949e-02, -6.5015e-02,\n", - " 4.0730e-02, 9.1089e-04, 5.0172e-02, 2.3568e-02, 5.1360e-02,\n", - " 3.4443e-02, -5.7045e-02, -3.5161e-02, 7.8529e-02, -1.3442e-02,\n", - " -3.6983e-02, -1.4802e-03, -1.1268e-01, -1.1230e-01, -9.6571e-02,\n", - " -7.7426e-02, 5.1586e-02, -3.9240e-02, -1.5870e-03, 1.1021e-02,\n", - " 2.7221e-02, -2.7394e-02, 7.7830e-02, -7.5311e-02, 4.6090e-02,\n", - " 4.1387e-02, 5.0997e-02, -7.1214e-03, 6.9350e-02, -1.3009e-02,\n", - " 8.3123e-02, -1.1354e-01, -2.7026e-02, 1.3274e-02, -6.6857e-02,\n", - " -5.7783e-03, -1.5848e-02, 2.7606e-02, -2.0850e-02, 4.1069e-02,\n", - " 9.5667e-02, -2.0576e-02, 5.0873e-02, 8.3961e-03, -1.2340e-01,\n", - " 7.9257e-02, -3.2330e-02, -4.6895e-02, -5.3333e-02, -3.0789e-02,\n", - " 8.2158e-02, 7.2134e-02, 1.5064e-02, -5.7358e-02, -2.5067e-02,\n", - " -1.8453e-02, -9.2287e-03, 8.1361e-02, 2.8929e-02, 9.3228e-02,\n", - " -2.8824e-04, -2.8693e-03, 1.8632e-03, -5.6384e-02, 1.1106e-01,\n", - " -3.0974e-02, -3.2911e-02, -5.1712e-04, -4.1277e-02, 7.0639e-02,\n", - " -9.0394e-03, -6.7880e-02, -1.3179e-02, -1.0409e-01, 9.2444e-02,\n", - " -1.2056e-01, -1.2725e-01, 7.3052e-02, -4.2166e-02, 7.7886e-02,\n", - " 4.5971e-02, -6.5357e-02, -5.2375e-02, -7.9467e-02, 6.0088e-03,\n", - " -3.2759e-02, -2.9180e-02, 2.9531e-02, 3.3492e-02, 1.9331e-02,\n", - " 5.2533e-03, -2.0435e-02, -1.0799e-01, -2.3617e-02, 1.3732e-01,\n", - " 4.9843e-02, -5.9347e-02, -1.2239e-02, 9.1236e-02, 3.9073e-02,\n", - " -5.0441e-03, 7.5347e-03, -4.2826e-02, -2.5074e-02, -3.0532e-02,\n", - " 1.4856e-03, -5.0177e-02, 8.0562e-02, -4.2207e-02, -2.8751e-02,\n", - " 3.3561e-02, -4.8978e-02, 1.0547e-02, 9.3902e-03, -1.9776e-02,\n", - " -5.9157e-02, 5.9073e-02, 7.4639e-02, 6.3760e-02, 5.2904e-02,\n", - " 1.7901e-02, 2.5094e-02, 1.3242e-02, -5.6727e-02, -2.9134e-02,\n", - " 4.4717e-02, 6.9400e-02, -1.0351e-02, -4.7245e-02, -1.3407e-02,\n", - " 3.5892e-02, 1.9198e-02, 2.3338e-02, -2.2931e-02, -5.8357e-02,\n", - " 5.8553e-02, -1.2811e-03, -2.0910e-03, 1.4439e-02, -2.7511e-02,\n", - " 7.6866e-02, -6.3143e-02, -4.8660e-02, 5.5004e-02, -1.1831e-02,\n", - " -2.6315e-02, -6.6688e-03, 2.2683e-02, -1.8516e-02, 6.5799e-02,\n", - " 1.8756e-02, 1.8666e-03, -2.0149e-03, 4.3476e-03, -1.5934e-01,\n", - " 3.5778e-02, 8.7093e-02, 3.2087e-02, 6.0228e-02, 1.0112e-01,\n", - " -5.2062e-02, 2.7203e-02, -3.5474e-02, -5.5620e-02, 3.0349e-02,\n", - " 1.1250e-01, 3.0037e-02, -5.1676e-02, -7.3373e-03, -6.5133e-02,\n", - " 6.0811e-02, 7.1677e-04, 3.6659e-02, 3.1376e-03, -2.9379e-02,\n", - " -5.5007e-02, 3.8681e-03, -6.3766e-02, 3.3072e-03, 4.5808e-02,\n", - " -3.2994e-02, 1.8079e-02, 5.8690e-02, -1.3152e-02, 7.5456e-02,\n", - " -2.2464e-02, 1.3650e-02, 1.6386e-02, -7.0047e-02, -1.7981e-02,\n", - " -9.0752e-04, -4.2863e-02, 2.1620e-03, -1.2388e-02, -7.9525e-02,\n", - " -7.3754e-02, -4.6685e-02, 5.9819e-02, -5.7041e-02, 9.1596e-02,\n", - " 9.1880e-02, 1.6060e-02, -3.1605e-02, -4.2121e-02, -6.0814e-03,\n", - " 7.3915e-02, -2.8001e-02, 5.3165e-02, -7.3249e-02, -1.7641e-02,\n", - " 5.6498e-02, 7.0367e-02, 2.4056e-02, -3.8064e-02, -1.4537e-01,\n", - " -5.2005e-02, -8.4566e-02, 1.4764e-02, 7.3969e-02, -9.6559e-02,\n", - " 2.6615e-02, 1.4318e-02, -1.0139e-02, -2.9510e-02, -4.9098e-02,\n", - " -3.9822e-02, -7.7730e-03, -4.1342e-02, 4.5577e-02, -6.7131e-03,\n", - " 1.4507e-02, 2.3011e-02, 5.7859e-02, -1.9657e-02, -5.1393e-02,\n", - " 6.0033e-02, -5.2804e-02, 2.4703e-02, 1.3052e-01, 5.4510e-02,\n", - " 5.2455e-02, -2.7487e-02, 6.8886e-02, 5.9078e-02, -1.1941e-01,\n", - " 5.0630e-02, -1.9179e-02, -2.5573e-03, 2.8877e-03, 1.9306e-02,\n", - " 1.2447e-02, 2.6892e-02, -6.4421e-03, 5.4110e-02, -3.7954e-02,\n", - " -8.2794e-02, -1.6445e-02, 5.4632e-02, -3.2233e-02, -3.4849e-02,\n", - " 2.3452e-03, -4.0024e-02, -7.1535e-02, 1.6524e-01, -4.6903e-02,\n", - " 2.4021e-02, -2.4586e-02, 3.1408e-02, -3.8794e-02, -1.8283e-02,\n", - " 4.2810e-02, 5.2866e-02, 1.4086e-02, 6.4905e-02, -7.7743e-02,\n", - " 6.2260e-03, 2.1117e-02, -4.5459e-03, -4.8708e-03, -3.7715e-02,\n", - " 4.7391e-02, -1.0938e-01, -6.5166e-02, 4.5260e-02, -9.5262e-02,\n", - " 9.7321e-02, 5.9654e-02, 8.8644e-02, -3.2164e-02, -1.2933e-02,\n", - " -2.9637e-02, 9.3893e-02, 4.0554e-02, -1.0622e-02, -5.7201e-02,\n", - " 4.2969e-03, 7.0861e-03, -9.6170e-02, 3.7326e-02, 3.3799e-02,\n", - " -5.9956e-02, -2.9817e-02, -2.8683e-02, 9.9239e-02, 5.3635e-02,\n", - " 3.9613e-02, -5.9194e-02, -4.4001e-02, -2.9719e-02, -3.5824e-02,\n", - " -3.0731e-02, -4.2629e-03, 1.2197e-02, 6.2746e-02, 8.1705e-02,\n", - " -7.2084e-02, 3.4645e-02, -3.8355e-02, -2.8130e-04, -2.6216e-02,\n", - " -5.1130e-03, 1.3602e-02, -5.0607e-02, -1.7180e-02, 3.7643e-02,\n", - " 2.1187e-02, -4.5912e-02, 4.5527e-02, -1.2564e-02, 6.1764e-02,\n", - " 2.4257e-03, 6.4579e-02, 7.0490e-02, 7.2041e-02, -5.5656e-02,\n", - " -3.8987e-02, -6.8683e-02, 2.9099e-02, 7.3828e-02, 3.8526e-02,\n", - " 1.6351e-03, -1.6925e-02, 4.2856e-02, 1.0524e-01, -7.8026e-02,\n", - " -1.2301e-02, 5.7765e-03, -1.3900e-02, 5.2729e-02, 7.8067e-02,\n", - " -2.7313e-02, 3.9033e-02, -3.2429e-04, 5.0410e-02, 2.3798e-02,\n", - " -7.5117e-02, 4.4745e-02, 2.5193e-03, -5.6575e-02, 4.9092e-03,\n", - " 8.8590e-02, 7.6156e-02, -1.0246e-02, -5.4952e-03, 5.9665e-02,\n", - " -1.6523e-03, 2.7249e-02, 2.5833e-02, 5.0859e-03, -3.9611e-02,\n", - " -7.5411e-02, -3.1980e-02, -5.9673e-02, -5.1215e-02, 1.3116e-02,\n", - " 4.3019e-02, 2.8778e-02, 2.9528e-02, 1.0651e-01, 6.5098e-03,\n", - " -8.2781e-03, 3.4962e-02, 8.1117e-02, 5.7154e-02, 7.2445e-02,\n", - " -3.3766e-02, -9.1045e-03, 1.8320e-02, -8.2018e-02, 5.8345e-02,\n", - " 2.1936e-02, -6.4909e-02, 1.8683e-02, -5.8835e-02, 6.0066e-02,\n", - " -4.2750e-02, -1.5680e-02, -1.6467e-02, -9.0445e-02, -6.7726e-02,\n", - " -1.1713e-02, 3.0684e-02, 1.5820e-01, 1.9098e-02, 7.6610e-02,\n", - " -2.4732e-02, -1.5154e-02, -1.5696e-02, 2.2714e-03, 6.1276e-02,\n", - " -1.4627e-02, 1.7204e-02, 3.3882e-03, -3.7080e-03, -2.4509e-02,\n", - " -5.3459e-02, 2.3667e-02, -3.8822e-02, -4.6559e-02, -6.4898e-02,\n", - " 3.5302e-02, 1.5338e-02, -3.2683e-02, -2.6005e-02, 1.3505e-01,\n", - " 1.9067e-03, 2.2332e-02, 1.7037e-02, -2.0748e-02, 6.2439e-02,\n", - " -3.1304e-02, -2.6837e-03, -7.9760e-03, 2.6613e-02, -8.0957e-02,\n", - " -5.7677e-02, 2.4708e-02, -3.9664e-02, -3.4810e-02, 1.3357e-02,\n", - " 1.9606e-02, 1.3373e-02, 1.4712e-02, -9.2969e-02, -2.6608e-02,\n", - " -5.3597e-02, -2.2018e-02, 3.7111e-02, 4.9822e-02, 3.3201e-02,\n", - " 3.9872e-02, 6.1973e-02, -8.2073e-03, -7.9960e-02, 6.4323e-02,\n", - " -2.3556e-03, -7.1839e-03, 9.2693e-02, 9.5977e-02, 1.0704e-01,\n", - " 4.9037e-02, 7.5860e-03, 6.7053e-02, 6.6983e-02, -2.8582e-03,\n", - " 8.9961e-02, 4.0942e-02, 2.3129e-02, 1.0699e-02, 1.4260e-02,\n", - " -4.4503e-02, 2.5924e-02, -4.0943e-02, -1.3068e-02, -3.0376e-03,\n", - " 5.5619e-04, 5.9614e-02, 1.3245e-01, -3.7176e-02, 2.3497e-02,\n", - " -4.7790e-02, -3.7709e-02, 7.1525e-02, -5.2302e-02, 3.5674e-03,\n", - " 7.6931e-02, -8.2258e-02, -8.1030e-02, 1.8713e-02, 1.0855e-01,\n", - " -3.6092e-02, 9.0499e-03, -3.5563e-02, 2.9656e-02, 4.4297e-02,\n", - " 5.8723e-02, -1.0365e-02, -5.9076e-03, -2.3744e-02, 6.6937e-02,\n", - " -6.2524e-02, -8.5992e-02, -1.9669e-02, -1.0131e-01, 3.5852e-02,\n", - " -4.3871e-02, -5.5250e-02, 1.2461e-02, -3.0062e-02, -3.1245e-02,\n", - " 2.8605e-02, -2.3917e-02, -8.1261e-02, 1.7011e-02, 2.6904e-03,\n", - " -2.9471e-04, 4.4519e-02, -4.7425e-02, -1.8492e-02, -4.2875e-02,\n", - " -9.2438e-03, 1.8411e-02, -6.9932e-02, -3.3733e-02, 5.4822e-02,\n", - " 1.4044e-01, -1.0477e-01, -3.1525e-02, 6.8818e-03, 4.5576e-02,\n", - " 7.7821e-02, -2.8519e-02, 2.3382e-02, 2.9528e-03, -1.9813e-02,\n", - " 4.5057e-02, -1.9628e-02, -7.7812e-02, -6.3258e-03, -6.5136e-03,\n", - " -8.7933e-02, -1.2530e-02, 6.2591e-02, 9.4201e-02, -1.3093e-01,\n", - " -6.2649e-02, -1.2104e-01, 5.3931e-02, 1.1604e-01, 1.8564e-03,\n", - " -4.7559e-02, -2.1847e-02, -6.6490e-02, -6.1510e-02, 4.1458e-02,\n", - " -4.9599e-02, -3.9659e-02, -6.2780e-02, -8.4143e-03, -4.1884e-02,\n", - " -2.0940e-02, 1.0105e-01, 1.7882e-02, 2.9150e-02, -4.0877e-02,\n", - " 8.3482e-02, -2.7060e-02, 3.5187e-02, 4.1169e-02, 2.0740e-03,\n", - " 1.8161e-02, -3.1213e-02, 4.6555e-02, -7.9089e-02, 3.2327e-02,\n", - " -7.3387e-02, -5.6379e-02, 3.5156e-02, -1.1243e-02, 2.8098e-02,\n", - " 3.1412e-02, -3.4645e-02, 1.1851e-01, -5.5234e-02, 4.6259e-02,\n", - " 2.8351e-02, -5.9274e-03, 3.7936e-02, -1.1003e-02, 2.9300e-02,\n", - " 1.9918e-02, 3.4457e-02, 3.1025e-02, -9.9828e-02, -4.9896e-02,\n", - " -5.4747e-02, -5.8652e-02, 3.5006e-02, 7.4691e-02, -7.5890e-02,\n", - " 1.1201e-01, 3.6170e-02, -4.1594e-02, 1.5267e-02, 6.0655e-02,\n", - " -9.1602e-03, -6.9869e-02, 6.4298e-02, -6.5510e-02, -1.7300e-02,\n", - " -1.5735e-02, 1.0415e-01, -1.0910e-02, -5.1661e-02, 6.2106e-02,\n", - " -3.9600e-02, -1.2046e-01, -1.9290e-02, 1.3820e-02, -3.4411e-02,\n", - " 6.9219e-02, 6.3657e-02, -5.5638e-02, 3.5550e-02, -2.7452e-02,\n", - " -6.1564e-02, -3.3839e-02, -1.1769e-02, -1.1679e-02, -1.6722e-02,\n", - " -7.1706e-02, -6.5493e-02, -3.8774e-02, -3.5779e-02, -1.1088e-02,\n", - " 6.3480e-02, 5.5690e-03, -4.1589e-02, -9.5483e-03, -2.5484e-02,\n", - " -2.3603e-02, -3.1703e-02, -3.7608e-02, -1.0983e-01, 6.1890e-02,\n", - " 4.0341e-02, 4.6595e-02, 1.3212e-02, -1.6557e-02, 1.5432e-02,\n", - " -6.6244e-02, 2.0731e-02, 4.1107e-02, -1.4365e-03, -1.4386e-01,\n", - " -3.3741e-02, -1.2296e-02, 1.8228e-02, -5.6243e-02, -4.5491e-02,\n", - " 2.7531e-02, 5.5782e-02, 9.1378e-02, -9.8210e-02, -9.5262e-02,\n", - " 3.3941e-02, 5.0438e-02, 6.0573e-02, 1.9269e-02, 1.0136e-01,\n", - " 1.7447e-02, 1.5591e-01, 1.0359e-02, -3.8702e-02, -1.8036e-02,\n", - " -4.9068e-02, -7.4784e-03, -1.6350e-05, 3.6517e-02, -3.1697e-03,\n", - " 2.3160e-02, 8.5653e-02, 3.6728e-02, -5.4213e-02, -9.1739e-03,\n", - " -8.6926e-03, -5.3458e-03, -1.8571e-03, -5.0580e-03, -4.9067e-02,\n", - " 3.6895e-02, -7.1525e-03, -5.3874e-02, 5.9427e-02, -5.6298e-02,\n", - " -1.3438e-02, 1.0379e-02, -1.9125e-02, 1.8766e-02, -6.2316e-02,\n", - " -1.1205e-02, -6.9145e-02, 1.0397e-02, 2.0669e-02, 7.5851e-02,\n", - " 2.6743e-03, -3.1027e-02, 5.2728e-02, 8.3897e-03, -3.6187e-02,\n", - " 4.7871e-02, 5.6607e-02, 3.5422e-02, -9.7401e-03, -5.5995e-03,\n", - " -8.6591e-02, 2.7362e-02, -1.5700e-02, -7.7986e-02, 4.0447e-03,\n", - " 3.6552e-02, -8.8953e-02, -1.3180e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8516, 0.8139, 0.8367, 0.7804, 0.8809, 0.8266, 0.8254, 0.8704, 0.8311,\n", - " 0.8326, 0.8139, 0.8068, 0.7919, 0.8126, 0.8157, 0.8379, 0.8228, 0.8021,\n", - " 0.8737, 0.8193, 0.8451, 0.8182, 0.8029, 0.8129, 0.7986, 0.8149, 0.8223,\n", - " 0.8579, 0.8327, 0.8090, 0.8529, 0.8110, 0.8050, 0.8320, 0.8345, 0.7915,\n", - " 0.8518, 0.8148, 0.8619, 0.8186, 0.8246, 0.8251, 0.8375, 0.8504, 0.8012,\n", - " 0.8117, 1.1885, 0.8286, 0.8332, 0.8408, 0.8715, 0.8231, 0.8083, 0.8043,\n", - " 0.8448, 0.8442, 0.8043, 0.8106, 0.7972, 0.8112, 0.8506, 0.8161, 0.7982,\n", - " 0.8390, 0.8310, 0.8446, 0.8066, 0.8471, 0.8720, 0.8347, 0.8236, 0.8442,\n", - " 0.8164, 0.8162, 0.8356, 0.8548, 0.8220, 0.8554, 0.8124, 0.8086, 0.8203,\n", - " 0.8478, 0.8427, 0.8122, 0.7985, 0.7930, 0.8720, 0.7804, 0.8037, 0.8763,\n", - " 0.8309, 0.8152, 0.8255, 0.8356, 0.8150, 0.8157, 0.8542, 0.8154, 0.8086,\n", - " 0.8437, 0.8366, 0.8480, 0.8255, 0.8181, 0.8310, 0.7936, 0.7778, 0.8487,\n", - " 0.8150, 0.8810, 0.8325, 0.8273, 0.8007, 0.8074, 0.7856, 0.7914, 0.8108,\n", - " 0.8064, 0.8252, 0.7947, 0.8152, 0.8136, 0.8196, 2.1988, 0.7953, 0.8158,\n", - " 0.8449, 0.8231, 0.8200, 0.8187, 0.8287, 0.8035, 0.7919, 0.8154, 0.8176,\n", - " 0.8215, 0.8216, 0.8111, 0.8236, 0.8094, 0.8398, 0.8436, 0.8508, 0.9312,\n", - " 0.8243, 0.7902, 0.8260, 0.8784, 0.8314, 0.8245, 0.8200, 0.8517, 0.8160,\n", - " 0.8384, 0.8111, 0.8152, 0.8347, 0.8506, 0.8516, 0.8480, 0.8463, 0.8275,\n", - " 0.8108, 0.8466, 0.8684, 0.8373, 0.8337, 0.8474, 0.8418, 0.8237, 0.8073,\n", - " 0.8386, 0.8017, 0.8128, 0.8366, 0.7916, 0.8101, 0.8203, 0.8014, 0.8276,\n", - " 2.2593, 0.8438, 0.7983, 0.8251, 0.8337, 0.8015, 0.8900, 0.8267, 0.8513,\n", - " 0.7960, 0.8199, 0.8095, 0.8462, 0.8228, 0.8278, 0.8558, 0.8596, 0.7976,\n", - " 0.8492, 0.7893, 0.8185, 0.7881, 0.7980, 0.8282, 0.8181, 1.3081, 0.7967,\n", - " 0.7993, 0.8166, 0.8408, 0.8113, 0.8258, 0.8352, 0.8712, 0.8399, 0.7994,\n", - " 0.8216, 0.8576, 0.8240, 0.8173, 0.8217, 0.8454, 0.8357, 0.8063, 0.8231,\n", - " 1.5342, 0.8137, 0.8222, 0.8210, 0.9655, 0.8404, 0.8097, 0.8240, 0.8170,\n", - " 0.8348, 0.8265, 0.8302, 0.8378, 0.8204, 0.8553, 0.7878, 0.8218, 0.8350,\n", - " 0.8566, 0.8354, 0.8035, 0.8040, 0.8193, 0.8325, 0.7953, 0.8337, 0.8443,\n", - " 0.8021, 0.8238, 0.8603, 0.8051, 0.7853, 0.8646, 0.7991, 0.8277, 0.8433,\n", - " 0.8164, 0.7853, 0.8163, 0.8234, 0.8473, 0.8588, 0.8047, 0.8205, 0.8385,\n", - " 0.8216, 0.8512, 0.8250, 0.8227, 0.8381, 0.8374, 0.7989, 0.8114, 0.8323,\n", - " 0.8334, 0.8393, 0.8753, 0.8273, 0.8021, 0.8497, 0.7771, 0.8626, 0.8884,\n", - " 0.8147, 0.8230, 0.8180, 0.8737, 0.8015, 0.8688, 0.8634, 0.8222, 0.8147,\n", - " 0.7858, 0.8370, 0.7966, 0.8638, 0.8275, 0.8445, 0.7997, 0.8477, 0.8180,\n", - " 0.8131, 0.8466, 0.5300, 0.7921, 0.8668, 0.8326, 0.8596, 0.8008, 0.8337,\n", - " 0.7762, 0.8375, 0.8009, 0.8420, 0.7761, 0.8216, 0.8668, 0.8108, 0.8748,\n", - " 0.8364, 0.8154, 0.7936, 0.9133, 0.8168, 0.8020, 0.8219, 0.7865, 0.8064,\n", - " 0.8714, 0.8580, 0.8162, 0.8419, 0.8091, 0.8386, 0.8272, 0.8200, 0.8527,\n", - " 0.8080, 0.8012, 0.7897, 0.8253, 0.8327, 0.8740, 0.8075, 0.8821, 0.8000,\n", - " 0.8234, 0.8885, 0.7922, 0.8337, 0.8499, 0.8347, 0.8196, 0.8143, 0.8178,\n", - " 0.8547, 0.8037, 0.8078, 0.8129, 0.8160, 0.8777, 0.8296, 0.8319, 0.8401,\n", - " 0.7785, 0.8852, 0.8079, 0.8408, 0.8573, 0.9176, 0.8365, 0.8049, 0.8349,\n", - " 0.8222, 0.8514, 0.8362, 3.1994, 0.8310, 0.8773, 0.8864, 0.8246, 0.8234,\n", - " 0.8371, 0.8331, 0.8531, 0.8445, 0.8116, 0.8156, 0.8169, 0.8032, 0.8072,\n", - " 0.8374, 0.8342, 0.8453, 0.8442, 0.8173, 0.8155, 0.8378, 0.8092, 0.8058,\n", - " 0.8317, 0.7968, 0.8162, 0.8266, 0.8346, 0.8269, 0.8537, 0.8465, 0.7964,\n", - " 0.8174, 0.7943, 0.7900, 0.8370, 0.7915, 0.8274, 0.8434, 0.8009, 0.8588,\n", - " 0.8175, 0.8153, 0.8234, 0.8027, 0.7989, 0.8172, 0.8170, 0.8407, 0.8841,\n", - " 0.8255, 0.8080, 0.8183, 0.8504, 0.8317, 0.8106, 0.8048, 0.8322, 0.8469,\n", - " 0.8296, 0.8161, 0.8067, 0.8128, 0.9662, 0.8350, 0.8515, 0.8332, 0.8418,\n", - " 0.8191, 0.8680, 0.8824, 0.8296, 0.8565, 0.8265, 0.7991, 0.8029, 0.8814,\n", - " 0.8646, 0.8364, 0.8145, 0.8410, 0.8604, 0.8705, 0.7852, 0.8511, 0.8877,\n", - " 0.8133, 0.8167, 0.9911, 0.8181, 0.8459, 0.8313, 0.7976, 0.8256, 0.7844,\n", - " 0.8758, 0.8412, 0.8192, 0.8440, 0.7821, 0.7770, 0.8157, 0.8390, 0.8312,\n", - " 0.8428, 0.8897, 0.8142, 0.8153, 0.8233, 0.8222, 0.8055, 0.8962, 0.8279,\n", - " 0.8096, 0.7981, 0.8129, 0.8920, 0.8296, 0.8829, 0.8344, 0.8296, 0.8655,\n", - " 0.7928, 0.8444, 0.8144, 0.8047, 0.8177, 0.8316, 0.8234, 0.8078, 0.8300,\n", - " 0.8294, 0.8389, 0.8289, 0.8332, 0.8000, 0.8540, 0.8194, 0.8425, 0.8334,\n", - " 0.8388, 0.8237, 0.8154, 0.8075, 1.5364, 0.8095, 0.8266, 0.7928, 0.8374,\n", - " 0.7862, 0.8404, 0.8142, 0.8454, 0.8615, 0.8225, 0.8244, 0.8117, 0.8681,\n", - " 0.8166, 0.8321, 0.8287, 0.8350, 0.8878, 0.8556, 0.8362, 0.8222, 0.8547,\n", - " 0.8017, 0.8317, 0.8326, 0.8374, 0.8742, 0.8102, 0.8213, 0.8039, 0.8718,\n", - " 0.8637, 0.8106, 0.8033, 0.7914, 0.8150, 0.8669, 0.8319, 0.8549, 0.8010,\n", - " 0.8615, 0.8012, 0.8388, 0.8147, 0.8004, 0.8225, 0.8036, 0.8079, 0.8040,\n", - " 0.8066, 0.8645, 0.8635, 0.8290, 0.8484, 0.8457, 0.8401, 0.8158, 0.8141,\n", - " 0.8270, 0.8721, 0.8536, 0.8339, 0.8179, 0.8317, 0.8162, 0.8355, 0.8383,\n", - " 0.7929, 0.8359, 0.8111, 0.8062, 0.8061, 0.8139, 0.7818, 0.8455, 0.8310,\n", - " 0.8546, 0.8446, 0.8277, 0.8750, 0.7991, 0.8450, 0.7979, 0.8168, 0.8426,\n", - " 0.8186, 0.7913, 0.8123, 0.8163, 0.8479, 0.8612, 0.8139, 0.8641, 0.8820,\n", - " 0.8241, 0.8044, 0.8284, 0.8351, 0.8440, 0.8401, 0.8465, 0.7994, 0.8624,\n", - " 0.8297, 0.7926, 0.8416, 0.8594, 0.8046, 0.8307, 0.8443, 0.8361, 0.7991,\n", - " 0.8373, 0.8148, 0.8511, 0.8440, 0.8393, 0.8328, 0.8824, 0.8366, 0.8598,\n", - " 0.8273, 0.8226, 0.8240, 0.8333, 0.8207, 0.7816, 0.8238, 0.8272, 0.8575,\n", - " 0.8498, 0.8221, 0.8422, 0.8259, 0.8493, 0.8334, 0.8514, 0.8092, 0.8383,\n", - " 0.8381, 0.8798, 0.8294, 0.8112, 0.8698, 0.8403, 0.8144, 0.8294, 0.8296,\n", - " 0.8507, 0.8324, 0.8246, 0.8201, 0.8782, 0.8429, 0.8603, 0.8141, 0.8261,\n", - " 0.8285, 0.8405, 0.8011, 0.8276, 0.8736, 0.8315, 0.8129, 0.8327, 0.8386,\n", - " 0.8210, 0.8268, 0.8239, 0.8434, 0.8195, 0.8146, 0.8368, 0.8611, 0.8269,\n", - " 0.8236, 0.8026, 0.8456, 0.8388, 0.8736, 0.9052, 0.8264, 0.8228, 0.8041,\n", - " 0.8032, 0.8736, 0.7961, 0.8114, 0.8553, 0.9220, 0.8062, 0.8310, 0.8195,\n", - " 2.2278, 0.8226, 0.8401, 0.8217, 0.8251, 0.8460, 0.8280, 0.8745, 0.8515,\n", - " 0.8174, 0.7941, 0.8202, 0.8214, 0.8997, 0.8288, 0.8202, 0.8498, 0.8283,\n", - " 0.8155, 0.8155, 0.8343, 0.8463, 0.8305, 0.8457, 0.8121, 0.8282, 0.8091,\n", - " 0.8278, 0.8238, 0.8573, 0.8414, 0.8250, 0.8370, 0.8395, 0.8216, 0.8565,\n", - " 1.0024, 0.8248, 0.8308, 0.8249, 0.8481, 0.7920, 0.8152, 0.8485, 0.8238,\n", - " 0.8056, 0.8108, 0.8425], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.0986e-01, -4.3323e-02, 2.6039e-02, -6.2369e-02, 1.4469e-01,\n", - " 2.3894e-02, 8.5148e-03, 1.4266e-01, -1.0833e-01, -2.4890e-02,\n", - " 9.4963e-03, 4.1846e-02, -1.2760e-01, 6.9555e-02, -7.1048e-02,\n", - " 1.3593e-01, 5.3569e-02, -6.0933e-03, -1.6118e-02, -3.3533e-02,\n", - " 7.2184e-02, -2.3410e-02, -2.8510e-03, 5.5217e-02, -8.6453e-02,\n", - " 6.9857e-02, 3.2686e-02, -6.1245e-02, -7.7870e-02, 3.0835e-02,\n", - " 1.2870e-01, 3.8405e-02, -4.6480e-02, -6.3926e-02, -7.3934e-02,\n", - " -8.2546e-02, -1.8265e-02, 5.9811e-02, -9.6765e-02, -1.3181e-01,\n", - " -1.0285e-01, -1.4961e-01, 1.4476e-02, 1.3553e-01, 5.3121e-02,\n", - " -8.5382e-02, -3.9924e-02, -9.4157e-02, -1.5067e-02, -7.8801e-02,\n", - " -3.4228e-01, 3.4178e-02, -7.2961e-02, -6.9763e-02, 1.4378e-01,\n", - " 6.5267e-02, -1.1072e-01, 1.9447e-02, -4.5457e-02, -1.2777e-01,\n", - " -2.0564e-03, 3.3590e-02, -4.5370e-02, -1.2036e-01, 4.5831e-02,\n", - " 8.6247e-02, 3.3824e-02, 9.5974e-02, -2.5458e-01, -4.9390e-02,\n", - " -1.4536e-01, 4.9588e-02, 2.2120e-02, -7.0260e-02, 1.3164e-02,\n", - " -1.6465e-01, -8.2084e-02, 6.4286e-02, 1.6903e-02, 3.3468e-02,\n", - " -9.5631e-03, 4.3854e-02, -6.4052e-02, 1.0266e-01, -3.3576e-02,\n", - " -1.0900e-01, -8.6243e-03, 1.3397e-02, 3.6529e-02, 2.3307e-01,\n", - " -1.4428e-01, -4.8490e-02, -3.1271e-02, -5.4141e-02, -2.4304e-02,\n", - " -1.0987e-01, 1.4673e-01, -9.2204e-02, -1.8399e-02, -9.1738e-02,\n", - " 1.5773e-02, -9.6264e-02, 5.0307e-03, -1.6426e-02, -8.9977e-02,\n", - " 3.2157e-02, -3.2686e-02, -7.7668e-02, -1.3247e-02, -4.3428e-02,\n", - " -5.8969e-02, 7.2364e-02, 1.8438e-02, -9.3603e-02, -4.2916e-02,\n", - " -4.3911e-02, 1.1861e-02, -7.4816e-02, -1.1364e-01, -4.7971e-03,\n", - " 6.2905e-03, -5.6361e-02, 7.5789e-02, 7.6594e-01, -1.1893e-01,\n", - " -7.8478e-02, -1.1712e-01, 3.9348e-02, -7.5822e-02, 5.4312e-03,\n", - " 5.8176e-02, 6.4310e-02, 3.0069e-02, -6.3156e-02, -8.0370e-02,\n", - " -6.2562e-02, -5.1549e-02, -7.0859e-03, -7.0210e-02, -1.5485e-02,\n", - " -7.1645e-02, 5.2737e-03, 1.7610e-03, 1.3995e-01, -2.1642e-02,\n", - " -6.3398e-04, 7.1803e-03, -2.5995e-01, -8.1443e-02, -5.0951e-02,\n", - " -4.2187e-03, 3.2522e-02, -1.4275e-01, -1.5201e-01, -8.1764e-02,\n", - " 1.5360e-02, 6.0379e-02, 1.0348e-01, 5.9798e-02, -4.7835e-02,\n", - " 2.3904e-02, -1.0125e-01, -6.1234e-02, -4.0206e-02, 1.8066e-01,\n", - " -1.6602e-02, -5.2931e-02, 2.6196e-02, -1.2571e-01, 6.1788e-03,\n", - " -1.0078e-02, -4.8021e-02, 1.8180e-01, 2.6755e-03, 6.9794e-02,\n", - " -6.1887e-02, 2.9740e-02, 1.5290e-02, 5.7968e-02, 1.7624e-01,\n", - " -4.6810e-01, 1.0850e-01, -1.7701e-02, 1.3952e-02, -2.3574e-02,\n", - " -1.1344e-02, 1.7689e-01, -1.9464e-02, 3.5528e-02, 5.0650e-02,\n", - " -1.0216e-01, 5.9138e-02, 6.1453e-02, -4.9731e-02, -1.7462e-02,\n", - " 5.3093e-02, -1.1973e-01, -4.3167e-02, 7.7277e-03, 6.1520e-02,\n", - " -6.4361e-03, 3.3494e-02, 6.8797e-02, -6.8644e-02, -1.2263e-01,\n", - " 3.6359e-01, -2.7784e-03, 4.2856e-02, -1.4364e-02, 3.3354e-02,\n", - " -7.1967e-02, -1.3416e-02, 3.3289e-02, 1.3586e-01, -8.1726e-04,\n", - " -1.1282e-01, -6.6198e-02, -2.0349e-02, 7.1594e-02, -3.8219e-02,\n", - " -9.9592e-04, 4.3075e-02, -4.7170e-03, 9.2223e-02, 7.9907e-03,\n", - " 1.8319e-01, 6.7595e-03, -1.6716e-01, 3.7392e-02, -1.1114e-01,\n", - " -3.5641e-02, -6.7132e-02, 1.0227e-01, -7.8563e-02, -3.4340e-02,\n", - " -6.4997e-02, -5.4021e-02, 3.2029e-03, -2.4696e-02, -1.2331e-01,\n", - " 9.3232e-02, -3.5118e-02, 1.2557e-02, 1.6174e-01, -7.3716e-02,\n", - " -4.3041e-02, -2.1121e-02, -9.8188e-03, -8.1827e-02, -1.1507e-01,\n", - " -1.4251e-01, -1.3007e-02, -1.1562e-01, -1.3869e-02, -5.5616e-02,\n", - " -1.3748e-01, 2.0038e-02, -1.0893e-01, 3.7848e-02, 2.6370e-02,\n", - " 1.5256e-01, -1.7048e-02, -5.4340e-03, 6.5350e-02, -4.5541e-02,\n", - " -1.3889e-02, -1.3546e-02, -1.9981e-02, 1.8412e-02, 2.5642e-02,\n", - " 3.9688e-02, 1.5539e-02, -5.1998e-02, 1.5934e-01, -1.1188e-01,\n", - " -8.8874e-02, 1.6955e-02, -4.8052e-02, -8.5343e-02, -1.3444e-01,\n", - " 1.3075e-01, 1.8793e-01, -6.2813e-02, -1.0423e-01, -2.3544e-01,\n", - " -9.2175e-02, 5.2775e-02, 2.1384e-02, 2.0662e-02, -4.3228e-02,\n", - " 1.0775e-02, 9.1036e-02, -3.2879e-02, -5.3863e-02, 1.2356e-01,\n", - " 8.3869e-03, -8.6142e-02, -8.5249e-02, -8.5097e-03, 1.7478e-02,\n", - " -1.6477e-01, -1.0826e-02, -3.2626e-02, 4.0981e-02, -6.2419e-02,\n", - " 2.2502e-02, 3.1876e-02, -5.2900e-02, -1.3520e+00, 4.5146e-02,\n", - " -1.3262e-01, -9.9322e-02, 1.7022e-01, -1.0428e-02, -5.8837e-02,\n", - " -5.3764e-02, -5.0277e-02, 1.4743e-03, -1.4262e-02, -9.3190e-02,\n", - " 7.9996e-03, 1.8367e-01, -1.3173e-04, -1.9939e-01, 3.4430e-02,\n", - " -1.8154e-01, -2.7990e-02, 3.4381e-01, -5.9272e-02, -8.2675e-02,\n", - " -3.7347e-02, 1.6080e-02, 1.0628e-03, 1.3274e-01, 3.6783e-02,\n", - " -2.6304e-02, -1.4164e-01, -1.7573e-02, -2.2060e-02, -1.0065e-02,\n", - " 2.0352e-02, 1.8773e-01, -7.8374e-02, 3.5247e-02, -4.4983e-02,\n", - " -1.5688e-01, -2.4710e-02, -9.4099e-02, -4.4270e-03, -2.4106e-01,\n", - " 3.7364e-03, 1.2799e-02, 2.1714e-01, 2.4250e-02, -5.8620e-02,\n", - " -3.4071e-02, -9.4078e-02, 5.6670e-02, 2.0208e-02, -5.5237e-03,\n", - " 1.1586e-02, -1.6815e-01, 1.3505e-01, -6.3363e-03, 7.6929e-02,\n", - " 9.7497e-02, -1.7614e-01, -4.1746e-02, -1.1368e-01, -1.1160e-01,\n", - " -2.6994e-01, 2.3484e-02, 3.9368e-02, -1.1853e-01, -3.3546e-01,\n", - " -6.0605e-03, -5.0075e-02, -1.1067e-01, -5.9053e-02, 8.0018e-02,\n", - " -1.3309e-02, -1.8882e+00, -3.5066e-02, -9.8846e-02, 1.2757e-01,\n", - " 6.2637e-03, -3.9878e-02, 3.0363e-04, -7.2995e-02, -1.4242e-01,\n", - " 7.0475e-03, -2.7715e-02, 1.8113e-02, -1.0867e-01, -6.6526e-02,\n", - " -2.5656e-03, -1.0198e-01, -1.5856e-01, 1.2822e-02, -1.9299e-02,\n", - " 5.2201e-02, -3.6497e-02, 4.5979e-02, -2.7962e-02, -4.6199e-02,\n", - " 4.2883e-02, -1.8909e-02, -4.6832e-02, 3.7635e-02, -3.5515e-02,\n", - " 2.1452e-02, -4.2567e-02, 4.3887e-02, -1.3776e-02, -6.0612e-02,\n", - " 1.8401e-02, 1.0900e-01, 4.9528e-02, 7.3153e-02, -2.6886e-03,\n", - " -3.9657e-03, 2.6168e-02, -9.5414e-04, -1.2313e-01, 8.4072e-02,\n", - " 4.1441e-02, 2.9816e-02, -1.4693e-01, -4.8402e-02, -5.3208e-02,\n", - " -7.6187e-02, -1.3760e-01, 1.3487e-02, 1.0734e-02, -1.3575e-01,\n", - " -1.1805e-02, -7.8494e-03, 8.7178e-02, -6.3253e-02, -1.3882e-01,\n", - " 1.1763e-01, 1.0118e-01, 3.5979e-02, -4.7568e-02, -3.9294e-02,\n", - " -4.7182e-01, -8.1394e-02, 9.1848e-03, -3.3915e-03, -8.3868e-02,\n", - " 4.2592e-02, -3.1215e-03, 1.6061e-01, -3.4119e-03, 8.8006e-02,\n", - " 3.6886e-02, -3.5935e-02, 4.2436e-02, -1.8397e-01, -1.6714e-01,\n", - " 2.4234e-02, -6.4019e-02, 4.0601e-02, 1.4015e-01, 2.4564e-01,\n", - " -2.8037e-02, 7.1655e-02, -1.4700e-01, 8.2924e-02, -1.0860e-01,\n", - " -5.6395e-02, -9.3245e-02, -5.7061e-02, 5.4943e-02, -6.0407e-02,\n", - " -1.3406e-01, 1.4752e-02, 3.0653e-02, -1.9031e-01, 2.8196e-02,\n", - " -1.6686e-02, -4.3753e-02, -7.7339e-02, 5.0255e-02, -6.3097e-02,\n", - " -9.4029e-02, -1.1533e-01, 1.7190e-01, -6.8709e-02, -9.8590e-02,\n", - " -5.1946e-02, 2.4300e-02, 7.0611e-02, -3.7195e-02, -2.9533e-02,\n", - " -1.0373e-01, -4.3854e-02, -4.1990e-02, -1.5301e-02, 6.3708e-02,\n", - " 1.4197e-02, -6.9791e-02, -9.4691e-02, -1.6623e-01, 1.6627e-02,\n", - " -4.0652e-02, -1.4417e-01, 6.5713e-02, -4.7441e-02, -6.9841e-02,\n", - " -1.5034e-02, 2.7414e-02, 2.7576e-02, -1.4552e-01, -4.4078e-03,\n", - " 1.2355e-01, -1.7122e-01, -6.5077e-02, -1.5522e-01, -8.7137e-02,\n", - " -1.2388e-01, 6.8649e-02, -7.5485e-02, -4.4840e-03, -7.6560e-02,\n", - " -9.5748e-02, 2.5241e-01, -8.6654e-02, -1.9855e-02, -7.0882e-02,\n", - " 5.3095e-02, -1.8605e-02, -9.2690e-02, 1.7085e-02, 8.7068e-02,\n", - " -4.7949e-02, -1.3915e-02, 4.0671e-03, -3.1902e-02, -3.1709e-01,\n", - " 2.4549e-02, 1.7502e-02, -3.6478e-02, -8.7535e-02, -1.0812e-01,\n", - " -1.9368e-01, 5.6600e-02, 6.2011e-02, 8.3298e-02, 2.9690e-02,\n", - " -5.7632e-02, -1.0018e-01, 6.3107e-02, 1.1186e-01, 4.4521e-02,\n", - " -5.9027e-02, -2.8306e-02, 1.0422e-01, -9.7934e-04, -1.3316e-01,\n", - " -4.8509e-02, -6.3272e-02, 1.2613e-01, -6.9826e-02, -1.3674e-01,\n", - " 2.8832e-02, -7.8703e-02, 8.5840e-02, -3.6097e-02, 5.7578e-02,\n", - " -1.5922e-01, 8.2077e-02, 1.3649e-01, -7.2033e-02, -1.8363e-02,\n", - " -3.8284e-02, -3.4231e-02, -1.8843e-01, 7.0095e-02, -7.9218e-02,\n", - " -5.9366e-02, -5.6867e-05, -7.8419e-02, 7.7719e-02, -4.0908e-02,\n", - " -4.4340e-02, 7.3448e-02, -1.0578e-01, -2.0239e-01, 1.1986e-02,\n", - " -5.2369e-02, -4.3708e-02, 1.3372e-02, -2.5477e-01, -5.7132e-02,\n", - " 3.7881e-02, -7.2967e-02, -2.6268e-02, 1.2307e-01, 4.9715e-02,\n", - " 1.4006e-02, -1.2879e-02, -6.9322e-02, 9.7442e-02, 1.2173e-01,\n", - " 5.7379e-02, 1.5167e-03, -4.3250e-02, -1.1526e-01, 5.1005e-03,\n", - " 9.7860e-02, -8.3183e-02, 2.7053e-02, 2.8275e-02, 4.4384e-02,\n", - " -1.7175e-01, -1.0611e-01, -4.4474e-02, 2.4240e-02, -1.7871e-01,\n", - " 2.4465e-01, 1.0488e-01, -4.2515e-02, -2.7527e-02, 5.0208e-02,\n", - " -3.9354e-02, 6.3300e-02, -9.6138e-02, -6.3638e-03, 7.2867e-02,\n", - " 8.9386e-02, 9.6692e-03, 4.8196e-02, 1.4490e-01, -5.4485e-02,\n", - " 3.7006e-02, 6.7020e-02, 2.1314e-01, 5.7172e-02, 3.8746e-02,\n", - " -5.2525e-02, 4.3298e-02, -1.0086e-01, -1.3973e-01, 1.1766e-01,\n", - " -1.5524e-01, 3.9553e-02, 1.8500e-01, 4.3291e-02, 6.8795e-03,\n", - " 1.1762e-01, 2.7638e-02, 7.9839e-02, 2.3957e-02, 5.0306e-02,\n", - " -3.6551e-02, 1.1517e-01, 1.6246e-01, -7.3600e-03, -4.1794e-02,\n", - " 7.8460e-02, 2.4231e-02, 1.3117e-01, -3.5845e-02, 4.5641e-02,\n", - " -2.2538e-02, 4.5256e-03, 1.8366e-01, 5.2601e-02, 2.3233e-02,\n", - " 1.4683e-01, -4.2960e-02, -3.5630e-02, -6.2859e-02, 8.5867e-02,\n", - " -8.0193e-02, 9.7035e-02, -9.7163e-02, 8.4262e-02, -5.3432e-02,\n", - " 7.3728e-02, -4.5167e-02, 5.1862e-02, -9.0663e-02, 9.1148e-03,\n", - " -5.4825e-02, 1.9205e-02, 5.7003e-02, -4.8414e-02, -3.9301e-02,\n", - " -1.5805e-01, -1.3792e-01, -1.9177e-02, 1.3517e-02, 4.7648e-02,\n", - " 1.6847e-03, -5.9760e-02, -1.3280e-01, -1.3314e-02, 5.7509e-03,\n", - " 9.9600e-02, -1.9460e-02, -5.7305e-02, -9.6649e-03, 8.1935e-02,\n", - " 1.6404e-02, 1.2222e-01, 4.2565e-02, 3.5585e-03, 8.3056e-02,\n", - " -1.6466e-01, 5.9435e-02, -4.2335e-03, 3.8446e-02, -2.8132e-02,\n", - " -2.5972e-02, -2.7214e-01, -3.8381e-02, 2.9798e-02, 4.6312e-02,\n", - " -9.1643e-01, 2.4492e-03, 4.6300e-03, 4.1784e-02, 3.2197e-02,\n", - " -1.5715e-01, -1.7571e-01, -1.7412e-01, -1.1094e-01, -9.1469e-02,\n", - " -5.7015e-02, -3.4931e-02, -9.5130e-02, 2.2514e-02, 9.2526e-02,\n", - " -5.1622e-02, -8.4395e-02, -3.9269e-02, -1.2635e-01, 7.3185e-02,\n", - " -6.1763e-02, 1.1407e-02, -1.3769e-01, -1.4406e-01, -5.7378e-02,\n", - " 6.8709e-02, -5.2696e-02, -1.0309e-01, 5.8251e-02, 8.8800e-02,\n", - " -5.8064e-02, -5.7135e-02, 9.2848e-02, 8.7045e-02, -3.6935e-02,\n", - " -1.4810e-01, -2.4457e-01, 6.8419e-02, -1.1099e-01, -2.3767e-02,\n", - " 1.1027e-01, -6.5348e-02, 1.4737e-03, -1.1822e-01, -2.5063e-02,\n", - " -8.1075e-02, -4.6832e-02, -5.4376e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1388, -0.0640, -0.1408, ..., -0.0511, -0.1060, -0.1020],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.7995e-02, 1.0971e-01, -2.3842e-02, -3.3510e-02, 1.0491e-01,\n", - " 1.2462e-01, 9.1538e-02, 8.3362e-02, -8.3616e-02, -1.1651e-01,\n", - " -7.5646e-02, 1.6651e-02, -4.5650e-02, 8.4964e-02, 7.7398e-02,\n", - " 2.6110e-01, 1.5501e-01, 1.0969e-01, -1.2609e-03, -4.8352e-02,\n", - " 1.0677e-01, -7.0175e-02, 5.0651e-02, 1.7063e-01, 5.2590e-02,\n", - " -2.4445e-02, 1.3517e-01, 5.3397e-04, -4.3884e-02, 2.9947e-02,\n", - " 2.4362e-02, -9.3155e-02, 1.3213e-01, -8.5065e-02, 1.1234e-02,\n", - " 4.9889e-02, -8.6082e-02, -2.6871e-02, 5.6951e-02, -3.1787e-04,\n", - " -6.0441e-02, -3.0077e-02, -2.2734e-02, 1.3425e-01, 4.2416e-02,\n", - " 2.3253e-02, -7.0987e-02, 1.2654e-01, -1.1863e-01, 2.8142e-02,\n", - " -5.5107e-02, 9.3082e-02, 1.9234e-01, 1.0354e-01, 1.1912e-01,\n", - " 1.3703e-01, -1.1484e-01, -1.0485e-01, -5.5315e-02, -7.5910e-02,\n", - " 7.5704e-02, 4.5609e-02, 9.9478e-02, -1.2149e-01, 5.7118e-02,\n", - " 2.3187e-02, -4.3808e-02, 6.8687e-02, -8.9568e-02, -5.5708e-02,\n", - " 1.3154e-02, 2.5318e-02, -3.9467e-02, -3.2020e-02, 1.3836e-01,\n", - " -5.6971e-02, -1.4879e-01, 1.8833e-01, 6.1097e-02, 1.4927e-01,\n", - " 1.7302e-03, 5.4062e-02, 1.2872e-01, 6.3467e-03, 4.2999e-02,\n", - " -8.5094e-02, 1.0628e-02, -4.1483e-02, -1.6341e-01, 7.1847e-02,\n", - " -1.3153e-01, -4.5940e-02, 6.6968e-02, 9.1351e-02, 7.3918e-02,\n", - " -8.7973e-02, 9.0517e-02, 4.0386e-03, 5.3734e-02, -8.8457e-02,\n", - " 3.7241e-03, -3.0153e-02, 9.3921e-02, 2.3458e-02, -1.0372e-01,\n", - " -3.2905e-03, -1.9796e-01, -1.2808e-01, -5.7740e-02, 2.9826e-02,\n", - " 3.8620e-02, 1.4648e-01, -1.4630e-01, -1.0204e-01, -4.9858e-02,\n", - " 1.3264e-01, 6.0734e-02, -5.9396e-02, -1.7528e-02, -4.7156e-02,\n", - " 7.8057e-02, 1.0884e-01, 3.9412e-03, 8.1177e-02, 4.7541e-02,\n", - " 3.7106e-02, 5.4457e-02, 4.1072e-02, -1.2624e-01, -6.6881e-02,\n", - " -7.8980e-03, 4.8576e-02, 1.5816e-02, 2.0219e-02, -1.3598e-01,\n", - " -4.5142e-02, 5.5800e-02, -3.8924e-02, 1.8318e-02, 7.0822e-02,\n", - " -3.7643e-02, -7.8313e-02, -1.3669e-01, 6.0728e-02, 1.5479e-01,\n", - " -7.3164e-02, -1.5072e-02, -2.0047e-01, -4.4057e-02, 1.2028e-01,\n", - " -9.0094e-02, 2.1857e-02, -9.3233e-02, -4.3292e-02, -3.9760e-02,\n", - " 9.2491e-02, 2.5874e-02, 8.2756e-02, 2.6395e-02, -1.1891e-01,\n", - " 3.0343e-02, -2.8207e-03, 3.4420e-02, -1.0121e-01, 6.0478e-02,\n", - " 1.1989e-01, 6.6446e-02, 8.3514e-02, -7.5873e-02, 1.3789e-02,\n", - " -9.1020e-02, -4.9797e-02, -1.7504e-02, -9.6077e-02, -2.8295e-02,\n", - " 6.4154e-02, 1.2639e-02, 3.9047e-02, 1.6750e-01, -8.7566e-03,\n", - " -1.1674e+00, 6.8001e-02, -5.3680e-02, 1.0207e-02, 4.6994e-03,\n", - " 4.7080e-02, 1.8786e-01, -6.4896e-02, 8.4581e-02, -3.2309e-02,\n", - " -8.1123e-02, -4.1923e-02, 6.4483e-02, -1.3005e-01, 1.8813e-01,\n", - " -6.5983e-02, -1.2561e-01, 1.4983e-01, 1.1173e-01, -4.4150e-02,\n", - " -1.5534e-01, -9.1595e-02, 1.1460e-02, -1.3207e-01, -1.5256e-01,\n", - " -4.1176e-02, -4.7700e-02, 1.6164e-02, -2.9475e-02, 1.5617e-01,\n", - " -8.6671e-02, -8.2033e-02, 5.6888e-02, 9.6921e-02, 4.4787e-02,\n", - " -2.3526e-02, -1.0607e-01, -1.1351e-01, 1.1402e-01, -1.9004e-01,\n", - " 5.1286e-02, 6.8433e-02, -1.1605e-01, 7.1933e-02, -3.2286e-02,\n", - " 2.5821e-01, 1.7323e-01, -8.2745e-02, 5.2430e-02, -2.2953e-02,\n", - " -8.3487e-02, -9.7600e-03, 1.4317e-01, -1.0847e-01, -1.7219e-02,\n", - " 1.3492e-01, -5.2467e-02, -6.8475e-02, 1.3292e-01, -1.9564e-01,\n", - " 6.8070e-02, 1.9418e-01, -6.2243e-02, 1.2608e-01, -1.2321e-01,\n", - " -2.5287e-02, 8.7148e-02, -9.1371e-02, -4.5408e-02, -8.2579e-03,\n", - " -1.4942e-01, 1.0954e-01, 7.2066e-02, -9.6692e-02, 1.8292e-03,\n", - " -4.9481e-02, -6.8682e-02, -7.4818e-02, 5.9089e-02, 1.7255e-01,\n", - " 1.7968e-02, 1.3947e-02, -2.7290e-02, -5.1044e-02, -6.8944e-02,\n", - " -1.2348e-01, -1.1463e-02, -1.5290e-01, 5.5349e-02, -2.8807e-02,\n", - " 1.2728e-01, 7.0848e-02, -1.0458e-01, 7.3960e-03, 1.3256e-02,\n", - " 3.7106e-02, 3.7843e-02, 8.3666e-02, -4.1281e-02, -4.3076e-02,\n", - " -1.5304e-02, 9.2559e-02, -8.4911e-02, -1.4449e-01, -1.6689e-01,\n", - " -8.7871e-02, 1.1766e-01, -1.2728e-01, -5.5489e-02, -5.5576e-02,\n", - " -1.1805e-01, 1.1801e-01, -4.3387e-02, -3.3354e-02, 1.1047e-01,\n", - " 1.3254e-01, -5.7403e-03, 1.4760e-02, -1.6017e-02, -1.8471e-02,\n", - " -7.1228e-02, 8.6746e-02, 6.9329e-03, 5.6731e-02, 1.4844e-01,\n", - " -6.3354e-02, -6.8515e-02, -9.7300e-02, -8.4891e-01, 4.4882e-03,\n", - " -1.4360e-01, -1.0882e-01, 8.4147e-02, 1.2977e-02, 5.2242e-02,\n", - " -9.4434e-02, -5.3578e-02, 4.7063e-02, -4.2293e-02, -2.9722e-02,\n", - " -9.7553e-02, 5.2752e-02, 1.8653e-01, -2.2487e-02, -8.3135e-02,\n", - " -8.6357e-03, -4.1339e-02, 5.3893e-02, 6.4192e-02, -1.1824e-02,\n", - " -6.3900e-02, 8.7731e-02, 9.4618e-02, -2.0619e-02, -1.6471e-01,\n", - " 8.4319e-03, -8.9403e-02, -1.3119e-01, 5.4515e-02, -1.9020e-01,\n", - " 4.0871e-02, -1.4934e-02, 1.8418e-02, 5.5042e-03, 1.0856e-01,\n", - " -1.3969e-01, -6.1153e-03, -1.8192e-01, -7.3493e-02, -1.1588e-01,\n", - " -1.6369e-01, -6.8198e-02, 1.7089e-01, 6.0416e-04, -5.1924e-02,\n", - " -1.2056e-01, -7.9560e-02, 2.1280e-01, 4.4210e-02, 6.1441e-03,\n", - " 9.1242e-02, -1.0575e-01, 1.1069e-01, 8.6142e-02, 5.5269e-02,\n", - " 1.0024e-01, -1.9725e-02, 1.7373e-01, -3.5089e-02, -1.5361e-02,\n", - " -1.8871e-01, -1.5235e-01, 9.7347e-02, -1.1252e-01, -4.6535e-02,\n", - " -8.7838e-02, 1.0729e-01, -1.3972e-02, -1.9656e-01, -1.8717e-02,\n", - " -2.1708e-03, 2.8446e-01, -2.8764e-02, -8.0554e-02, 1.3785e-01,\n", - " -6.8261e-02, -1.1250e-01, 4.1699e-02, -5.4590e-02, -7.5197e-02,\n", - " 7.8242e-03, 2.3785e-01, -2.4773e-02, -3.7007e-02, -1.9728e-02,\n", - " -2.8653e-02, -1.1139e-01, -7.8558e-02, 1.5044e-01, -4.3773e-02,\n", - " -4.0233e-02, -1.3825e-01, 7.0339e-02, 5.6669e-02, -1.0575e-01,\n", - " -3.6392e-04, -2.6391e-02, -6.1202e-02, 3.8423e-02, -4.0577e-02,\n", - " -7.4863e-02, -3.5732e-02, -6.3108e-02, -9.4867e-02, -1.0796e-01,\n", - " 8.1215e-02, 5.8513e-02, -1.2576e-01, -2.1508e-02, -2.2599e-02,\n", - " 2.9836e-02, -7.2323e-02, 1.0374e-01, -5.4196e-02, 4.6800e-03,\n", - " 1.3418e-01, 1.2710e-01, -6.0794e-02, 3.6146e-02, 8.2812e-02,\n", - " -1.3127e-01, -6.2629e-02, -2.6723e-02, 1.8703e-01, -4.4541e-02,\n", - " 1.9774e-02, 1.5291e-01, -1.4476e-01, -3.6532e-02, 5.8070e-02,\n", - " 1.2938e-01, 4.5883e-02, 4.8294e-02, -8.8303e-02, -1.4190e-02,\n", - " -1.0303e-01, -9.3362e-02, 1.6577e-01, 7.9578e-03, 2.6112e-02,\n", - " -1.4884e-02, -1.3643e-03, 8.6507e-02, 5.8645e-02, 8.7112e-02,\n", - " -8.0021e-02, 3.8295e-03, 3.7718e-02, -1.4079e-01, -1.7847e-03,\n", - " 1.1650e-02, -1.7276e-01, -5.6862e-02, 5.0386e-02, -2.6118e-02,\n", - " 5.5725e-02, 1.3304e-01, -2.2176e-01, -9.8008e-03, -2.6710e-03,\n", - " -5.5598e-02, -2.6109e-02, -2.4123e-02, 8.9729e-02, -1.5887e-01,\n", - " -5.4199e-02, -7.5078e-02, 4.4806e-02, -3.7909e-02, -1.2216e-01,\n", - " -3.8444e-02, 1.3665e-01, 7.6924e-03, 1.0543e-01, -1.0625e-01,\n", - " -2.0793e-02, -3.1573e-02, 9.8600e-02, -1.5674e-03, 1.7399e-02,\n", - " -8.9313e-02, 3.1711e-02, 1.1630e-01, -4.5986e-02, -5.1431e-02,\n", - " -8.5902e-02, -5.6980e-02, -4.4693e-02, -4.8815e-02, 7.4162e-02,\n", - " 2.1798e-02, 5.7912e-02, -1.1795e-01, -1.4928e-01, -6.7437e-02,\n", - " 1.3103e-01, -3.8294e-02, 6.0068e-02, -4.5186e-02, -5.2643e-02,\n", - " -7.0272e-02, 2.7545e-02, -6.8696e-03, -6.4726e-02, 6.8701e-02,\n", - " 1.4413e-01, 5.9031e-02, 7.3412e-02, -9.7229e-02, -8.4358e-02,\n", - " 5.9435e-03, 2.9162e-02, 6.4978e-02, -1.2677e-02, 9.8074e-02,\n", - " -7.3698e-02, -1.1442e-02, -2.4263e-02, -4.2626e-02, -7.5566e-02,\n", - " 4.6536e-02, -1.3282e-01, -1.7837e-01, 2.3021e-02, 1.4317e-02,\n", - " -9.5872e-02, 4.2836e-02, -4.9602e-02, 3.7086e-02, -1.7116e-01,\n", - " 5.6979e-02, 1.1122e-01, 8.7447e-02, 1.0588e-05, 2.8663e-02,\n", - " -5.8395e-02, -1.0470e-01, 1.0111e-01, 1.4072e-01, 5.6217e-02,\n", - " 8.2693e-03, -7.7912e-02, -4.7529e-03, 4.7483e-02, 5.6406e-02,\n", - " -4.5829e-02, 7.4970e-02, 5.2387e-02, 2.4078e-02, -7.2284e-02,\n", - " -9.7162e-02, 8.1108e-02, 2.2771e-02, -1.7954e-02, -9.2367e-02,\n", - " 2.4800e-02, -2.1451e-02, 7.1171e-02, 5.6178e-02, -4.3722e-02,\n", - " -6.3887e-02, 1.6619e-02, 1.0942e-01, 3.6518e-02, 6.9667e-02,\n", - " 6.7877e-02, 6.4529e-02, -1.1764e-01, 4.0310e-02, -2.0631e-01,\n", - " -6.4884e-02, 6.0020e-02, 6.6390e-02, -1.5210e-02, -1.7104e-02,\n", - " -8.4333e-02, 5.3627e-02, -1.1254e-01, -3.0019e-02, -3.0667e-02,\n", - " -4.9629e-02, -5.9274e-02, 1.3652e-01, -6.9717e-02, 4.4389e-02,\n", - " 8.6893e-02, -8.0192e-02, 6.8680e-02, -5.1807e-02, 1.1188e-01,\n", - " -7.6018e-02, -1.5228e-02, -1.2486e-01, 6.3322e-02, 1.1962e-01,\n", - " 1.2645e-01, 2.2796e-03, 1.1025e-01, -2.5256e-02, 5.4805e-03,\n", - " 1.7962e-01, -6.1522e-02, 9.4068e-02, 1.7145e-01, 8.6405e-02,\n", - " -7.6339e-02, -1.1537e-01, 1.0862e-01, 3.1586e-02, -1.4632e-01,\n", - " 4.1031e-02, -1.6650e-02, -2.2863e-02, 9.6774e-02, 5.2476e-02,\n", - " 1.9528e-02, 6.4902e-02, 8.0217e-02, 2.0659e-02, 3.0861e-02,\n", - " 1.7118e-01, -4.5153e-03, 1.5963e-01, 1.5500e-01, -1.8510e-03,\n", - " 3.3119e-02, 1.8976e-01, 6.8316e-02, 3.6643e-02, -1.1006e-01,\n", - " -1.6243e-02, 1.7070e-01, -1.0074e-01, -8.3597e-02, 1.5089e-02,\n", - " -1.1647e-01, 1.7752e-02, 1.1247e-01, 7.3892e-02, 1.8482e-01,\n", - " 2.2276e-02, 7.1353e-02, 5.4053e-02, 4.3755e-02, -7.2248e-02,\n", - " -7.1751e-02, 8.1287e-02, 1.1767e-01, 6.6588e-02, -2.5462e-02,\n", - " -4.4256e-03, -1.2061e-01, 5.2382e-02, -9.2048e-02, 1.1553e-01,\n", - " 3.9400e-02, -4.0201e-02, -9.1284e-03, 5.1471e-02, 1.8908e-01,\n", - " 2.1997e-01, -1.2138e-02, -1.2784e-01, 2.3819e-03, 1.4362e-01,\n", - " 8.8826e-02, 2.9723e-02, 7.2240e-02, -4.8822e-02, -4.2037e-02,\n", - " 4.6750e-02, -1.7720e-02, 1.4852e-01, -7.7128e-02, -7.7611e-02,\n", - " 4.2609e-02, 3.1927e-02, 8.9026e-03, -1.0540e-01, 2.4909e-02,\n", - " -8.3204e-02, -1.3930e-01, -1.4180e-02, 7.9780e-03, 4.1389e-02,\n", - " -3.2852e-02, -1.4304e-02, -9.4408e-02, 8.5539e-02, -6.1755e-02,\n", - " 1.0087e-01, 1.0197e-01, -9.3176e-02, 1.0562e-01, 1.4927e-01,\n", - " 1.0949e-01, 1.5574e-01, 1.2120e-01, 5.3313e-02, 9.8136e-02,\n", - " -9.7711e-02, 2.0255e-02, -6.6456e-02, 1.7323e-01, -1.8183e-02,\n", - " 1.1731e-02, -7.1566e-02, 9.5698e-03, 9.6228e-03, -3.0733e-02,\n", - " -6.7785e-02, 5.7257e-02, -1.1822e-01, 1.0511e-02, 1.5506e-01,\n", - " -4.9383e-02, -2.6933e-02, -1.5790e-01, 1.5996e-02, 9.9111e-03,\n", - " 7.2168e-02, 5.7295e-02, -1.8042e-02, 7.9364e-02, 6.9038e-02,\n", - " -5.3469e-03, -5.9349e-02, 1.6824e-01, -7.2458e-02, 8.6870e-02,\n", - " -2.1295e-02, 1.3599e-03, -1.3371e-01, -3.1909e-02, 4.4527e-02,\n", - " 4.6423e-02, -7.2203e-03, -6.8191e-02, -1.0633e-02, 1.2906e-01,\n", - " -3.5127e-02, -1.3789e-01, -4.5097e-02, 1.7260e-02, -1.6271e-01,\n", - " -1.1913e-01, -1.1071e-01, 1.0279e-01, -1.4868e-02, -3.4222e-02,\n", - " 1.1403e-01, -1.0091e-01, 1.7242e-01, -8.6222e-02, -9.3097e-02,\n", - " 3.5066e-02, 3.8108e-02, 3.5905e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8273, 0.8597, 0.7912, 0.8127, 0.8274, 0.8271, 0.8111, 0.7986, 0.8362,\n", - " 0.8129, 0.8104, 0.7973, 0.7927, 0.8119, 0.8387, 0.7919, 0.8002, 0.8188,\n", - " 0.8604, 0.8405, 0.8318, 0.8130, 0.8434, 0.8256, 0.8152, 0.8129, 0.8185,\n", - " 0.8374, 0.8148, 0.8530, 0.8174, 0.8290, 0.8563, 0.8188, 0.8557, 0.8421,\n", - " 0.7919, 0.8281, 0.8423, 0.8192, 0.8373, 0.8306, 0.8320, 0.7929, 0.7954,\n", - " 0.8180, 0.4970, 0.8212, 0.8710, 0.8687, 0.7985, 0.8531, 0.8373, 0.7884,\n", - " 0.7940, 0.8239, 0.8573, 0.8158, 0.8325, 0.8199, 0.8176, 0.7926, 0.8226,\n", - " 0.8038, 0.8297, 0.8112, 0.8257, 0.8419, 0.8096, 0.8237, 0.8434, 0.8214,\n", - " 0.8301, 0.8116, 0.8266, 0.7900, 0.8137, 0.8051, 0.8181, 0.8179, 0.8230,\n", - " 0.8366, 0.8232, 0.8053, 0.8074, 0.8351, 0.7987, 0.8627, 0.8499, 0.7886,\n", - " 0.7825, 0.8175, 0.7969, 0.7911, 0.8222, 0.8133, 0.8174, 0.8067, 0.8251,\n", - " 0.8375, 0.8342, 0.8667, 0.8310, 0.8138, 0.8208, 0.7957, 0.8359, 0.8171,\n", - " 0.8286, 0.8028, 0.8087, 0.8219, 0.8533, 0.8269, 0.8189, 0.8482, 0.8171,\n", - " 0.8487, 0.8179, 0.8452, 0.8064, 0.8117, 0.8422, 0.3965, 0.8228, 0.8103,\n", - " 0.8062, 0.7932, 0.8165, 0.8311, 0.8378, 0.8362, 0.8162, 0.8181, 0.8028,\n", - " 0.8171, 0.8131, 0.8337, 0.8263, 0.8215, 0.8403, 0.8594, 0.7818, 0.7253,\n", - " 0.8299, 0.8187, 0.8312, 0.7728, 0.8245, 0.8273, 0.8048, 0.7919, 0.8001,\n", - " 0.8238, 0.8344, 0.8013, 0.8150, 0.8224, 0.8397, 0.8329, 0.8400, 0.8410,\n", - " 0.8370, 0.8531, 0.7777, 0.8362, 0.8352, 0.7994, 0.7844, 0.8245, 0.8166,\n", - " 0.8282, 0.8355, 0.8324, 0.8171, 0.8315, 0.8158, 0.8214, 0.8069, 0.7942,\n", - " 0.1450, 0.8259, 0.8334, 0.8395, 0.8286, 0.8479, 0.8137, 0.8094, 0.8057,\n", - " 0.8351, 0.8161, 0.8335, 0.8292, 0.8176, 0.8149, 0.8408, 0.8403, 0.8258,\n", - " 0.8222, 0.8097, 0.8211, 0.8226, 0.8120, 0.7863, 0.8082, 0.4059, 0.8482,\n", - " 0.8135, 0.8325, 0.8117, 0.8086, 0.8243, 0.8312, 0.7850, 0.8252, 0.8008,\n", - " 0.8184, 0.8311, 0.7966, 0.8279, 0.8327, 0.8157, 0.8512, 0.7968, 0.8399,\n", - " 0.5803, 0.8320, 0.8049, 0.8168, 0.6614, 0.7904, 0.8386, 0.8002, 0.8371,\n", - " 0.8311, 0.8233, 0.8374, 0.8517, 0.8075, 0.7810, 0.8043, 0.8287, 0.8310,\n", - " 0.7545, 0.8091, 0.8130, 0.8315, 0.8237, 0.7936, 0.8294, 0.8144, 0.8791,\n", - " 0.8355, 0.8370, 0.8485, 0.8280, 0.8163, 0.7991, 0.8133, 0.8094, 0.8394,\n", - " 0.8253, 0.8452, 0.8121, 0.8158, 0.7934, 0.7687, 0.8261, 0.8256, 0.8363,\n", - " 0.8233, 0.8185, 0.8239, 0.8132, 0.8256, 0.8243, 0.8149, 0.8408, 0.8208,\n", - " 0.8138, 0.8163, 0.7973, 0.8426, 0.8028, 0.7939, 0.7976, 0.8272, 0.8379,\n", - " 0.8260, 0.8205, 0.8320, 0.8118, 0.8349, 0.8141, 0.8088, 0.8105, 0.8428,\n", - " 0.8186, 0.8262, 0.8469, 0.8352, 0.8187, 0.8220, 0.8426, 0.8953, 0.8250,\n", - " 0.8079, 0.8207, 1.6714, 0.8294, 0.7880, 0.8008, 0.7966, 0.8185, 0.8555,\n", - " 0.8230, 0.8749, 0.8322, 0.8289, 0.8166, 0.8341, 0.8206, 0.8092, 0.8114,\n", - " 0.8251, 0.8403, 0.8264, 0.6936, 0.8250, 0.8249, 0.8277, 0.7653, 0.8449,\n", - " 0.8456, 0.7697, 0.8154, 0.7930, 0.8215, 0.8228, 0.8101, 0.8201, 0.8852,\n", - " 0.8160, 0.8325, 0.8228, 0.8055, 0.8194, 0.8051, 0.8539, 0.8013, 0.8210,\n", - " 0.8187, 0.7815, 0.8133, 0.8271, 0.8175, 0.8074, 0.8010, 0.8360, 0.8063,\n", - " 0.7781, 0.7964, 0.8130, 0.8201, 0.8111, 0.8239, 0.7888, 0.8238, 0.8276,\n", - " 0.8202, 0.7845, 0.8020, 0.8486, 0.8324, 0.7349, 0.8443, 0.8322, 0.8151,\n", - " 0.7926, 0.8470, 0.8378, 0.1852, 0.8060, 0.8118, 0.7750, 0.8366, 0.8364,\n", - " 0.8423, 0.8459, 0.8031, 0.8347, 0.8397, 0.8388, 0.8104, 0.8390, 0.8678,\n", - " 0.8161, 0.8127, 0.8537, 0.8327, 0.8169, 0.8132, 0.8189, 0.8318, 0.8313,\n", - " 0.7993, 0.8308, 0.8307, 0.8116, 0.8404, 0.8250, 0.7948, 0.8266, 0.8650,\n", - " 0.8057, 0.8128, 0.8006, 0.8119, 0.8175, 0.8201, 0.8344, 0.8236, 0.7972,\n", - " 0.8282, 0.8399, 0.8198, 0.8253, 0.8390, 0.8354, 0.8198, 0.8079, 0.7840,\n", - " 0.8349, 0.8008, 0.8354, 0.8714, 0.8202, 0.8363, 0.8433, 0.8275, 0.8186,\n", - " 0.8384, 0.8247, 0.8012, 0.8240, 0.7401, 0.8366, 0.8256, 0.8084, 0.7896,\n", - " 0.8291, 0.8187, 0.8238, 0.8233, 0.8616, 0.8359, 0.8294, 0.8439, 0.7895,\n", - " 0.8019, 0.8218, 0.8339, 0.8189, 0.8238, 0.7702, 0.8201, 0.8073, 0.7893,\n", - " 0.8113, 0.8165, 0.6834, 0.8114, 0.8481, 0.8409, 0.8116, 0.8058, 0.8391,\n", - " 0.8540, 0.8109, 0.8212, 0.8303, 0.8101, 0.8116, 0.8115, 0.8268, 0.8167,\n", - " 0.8220, 0.8025, 0.8240, 0.8222, 0.8286, 0.8318, 0.8273, 0.8253, 0.8350,\n", - " 0.8268, 0.8093, 0.8169, 0.8478, 0.8354, 0.8033, 0.8238, 0.7871, 0.8056,\n", - " 0.8211, 0.8452, 0.8161, 0.8073, 0.8464, 0.8281, 0.8235, 0.8283, 0.8307,\n", - " 0.8222, 0.7855, 0.8053, 0.8373, 0.8079, 0.8344, 0.8179, 0.8235, 0.8201,\n", - " 0.8211, 0.8243, 0.8237, 0.8234, 0.5874, 0.8415, 0.8194, 0.8178, 0.8204,\n", - " 0.8356, 0.8469, 0.8369, 0.8249, 0.7611, 0.8630, 0.8374, 0.8169, 0.8775,\n", - " 0.8242, 0.8208, 0.8545, 0.8420, 0.8186, 0.8117, 0.8278, 0.8381, 0.8080,\n", - " 0.8173, 0.8495, 0.8113, 0.8132, 0.8182, 0.8221, 0.8198, 0.8587, 0.7927,\n", - " 0.8494, 0.8098, 0.8482, 0.8227, 0.8483, 0.8245, 0.8243, 0.8201, 0.7882,\n", - " 0.8251, 0.8499, 0.8260, 0.8281, 0.8260, 0.8090, 0.8070, 0.8237, 0.8127,\n", - " 0.8481, 0.8055, 0.8227, 0.8249, 0.8287, 0.8207, 0.8289, 0.8168, 0.8438,\n", - " 0.8201, 0.8158, 0.8584, 0.8299, 0.8603, 0.8508, 0.8443, 0.8617, 0.8318,\n", - " 0.8129, 0.8080, 0.8298, 0.8282, 0.8145, 0.8550, 0.8275, 0.8496, 0.8239,\n", - " 0.8107, 0.8427, 0.8133, 0.8370, 0.8111, 0.7928, 0.8511, 0.8256, 0.8159,\n", - " 0.8265, 0.8169, 0.7986, 0.8157, 0.8122, 0.8265, 0.8530, 0.8061, 0.7315,\n", - " 0.8131, 0.8578, 0.8576, 0.8391, 0.8297, 0.8245, 0.8006, 0.8158, 0.8346,\n", - " 0.8133, 0.8205, 0.8093, 0.7974, 0.8281, 0.8084, 0.8319, 0.8363, 0.8168,\n", - " 0.8062, 0.8346, 0.7844, 0.8169, 0.7846, 0.8469, 0.8109, 0.7964, 0.7649,\n", - " 0.7958, 0.8158, 0.8326, 0.8266, 0.8002, 0.8137, 0.8065, 0.8098, 0.8077,\n", - " 0.7860, 0.8164, 0.8205, 0.8393, 0.8439, 0.8411, 0.8476, 0.8092, 0.8113,\n", - " 0.8384, 0.8239, 0.8108, 0.8111, 0.7772, 0.8289, 0.8215, 0.8153, 0.8190,\n", - " 0.8190, 0.8100, 0.8405, 0.8342, 0.8349, 0.8395, 0.8315, 0.8235, 0.8161,\n", - " 0.8347, 0.8027, 0.8226, 0.8238, 0.8289, 0.8343, 0.8369, 0.8326, 0.8224,\n", - " 0.8344, 0.8386, 0.8268, 0.8087, 0.8206, 0.8161, 0.8125, 0.8191, 0.8127,\n", - " 0.7821, 0.8277, 0.8047, 0.8271, 0.7902, 0.7538, 0.8425, 0.8265, 0.8118,\n", - " 0.8276, 0.8259, 0.8024, 0.8008, 0.8198, 0.7994, 0.8287, 0.8398, 0.8175,\n", - " 0.1814, 0.8325, 0.8296, 0.8209, 0.8396, 0.8337, 0.8168, 0.8191, 0.8003,\n", - " 0.8168, 0.8285, 0.8536, 0.8231, 0.8784, 0.8163, 0.8100, 0.8284, 0.8261,\n", - " 0.8522, 0.8184, 0.8196, 0.8376, 0.8261, 0.8238, 0.8144, 0.8121, 0.8293,\n", - " 0.8341, 0.8381, 0.8203, 0.8221, 0.8557, 0.7928, 0.8216, 0.8405, 0.7998,\n", - " 0.6775, 0.8221, 0.8230, 0.8151, 0.8555, 0.8396, 0.8318, 0.8067, 0.8071,\n", - " 0.8237, 0.8258, 0.8341], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.9911e-03, -2.1731e-02, -8.5418e-02, -1.1091e-02, -7.9022e-02,\n", - " -8.4919e-02, -5.0959e-02, -1.0246e-01, -4.5238e-03, -2.2691e-02,\n", - " -2.5858e-02, -5.9837e-02, 1.9699e-02, -1.0160e-01, -2.3683e-02,\n", - " -1.3263e-01, -9.5915e-02, -6.0343e-02, -2.2185e-02, -6.3525e-02,\n", - " -1.0601e-01, -3.7986e-02, -1.3533e-02, -9.5777e-02, -5.9688e-02,\n", - " -7.9165e-02, -6.0853e-02, 1.6724e-03, -1.4806e-02, -3.9187e-02,\n", - " -1.2437e-01, -6.9457e-02, -4.0086e-02, 3.3282e-02, -4.6313e-02,\n", - " -3.2780e-02, -2.4511e-02, -2.9815e-02, -6.1609e-02, -2.6567e-02,\n", - " 6.5424e-03, 1.6071e-02, -3.8619e-02, -7.5152e-02, -4.1365e-02,\n", - " -2.9133e-02, -4.4066e-02, -1.9910e-02, 6.1147e-03, -2.0784e-02,\n", - " 5.6153e-02, -6.3402e-02, -8.1718e-02, -2.1161e-02, -1.1285e-01,\n", - " -1.0720e-01, 5.2568e-05, -5.5708e-04, 1.9047e-02, 4.8022e-03,\n", - " -3.7431e-02, -6.4962e-02, -3.5965e-02, -1.0284e-02, -5.8101e-02,\n", - " -1.1849e-01, -5.2727e-02, -7.4062e-02, 5.4283e-02, -5.3025e-02,\n", - " 3.9204e-03, -9.7835e-02, -3.4598e-02, -1.5429e-02, -5.7405e-02,\n", - " 2.0642e-02, -2.8590e-02, -6.8071e-02, -7.5334e-02, -4.8628e-02,\n", - " -4.0453e-02, -7.4228e-02, -5.4106e-02, -1.0514e-01, -4.6446e-02,\n", - " -5.5732e-02, -4.6757e-02, -3.6951e-02, -1.5078e-02, -1.4061e-01,\n", - " 8.7417e-03, 1.0586e-02, -1.0612e-01, -8.5275e-03, -7.1212e-02,\n", - " 3.3767e-02, -8.9851e-02, -1.5196e-02, -4.4344e-02, -3.0090e-02,\n", - " -2.5190e-02, 1.9014e-03, -8.4510e-02, -3.1113e-02, -2.4284e-02,\n", - " -5.5333e-02, -4.8818e-02, -3.2881e-02, -1.4534e-02, -1.6910e-02,\n", - " -2.6374e-02, -2.7997e-02, -1.2696e-02, 1.9971e-04, -5.2947e-02,\n", - " -5.5305e-02, -5.5210e-02, -1.5646e-02, -1.9907e-02, -7.2995e-02,\n", - " -5.0182e-02, -2.8904e-02, -7.6838e-02, -4.1030e-01, -4.4682e-02,\n", - " -1.2926e-02, -1.3576e-02, -4.8880e-02, -2.2388e-02, -2.9814e-02,\n", - " -5.6254e-02, -7.4661e-02, -4.0026e-02, -1.7584e-03, -1.0772e-03,\n", - " -3.2441e-02, -6.4202e-02, 7.3877e-03, -2.3857e-02, -2.8361e-02,\n", - " -3.4471e-03, -7.6416e-03, -3.3039e-02, -1.2528e-01, -6.2538e-02,\n", - " 4.4751e-03, -2.3702e-02, 6.6690e-02, -5.3297e-03, -6.4901e-02,\n", - " -3.4022e-02, -7.0986e-02, -4.2420e-04, 6.2338e-03, 7.4419e-04,\n", - " -7.4062e-02, -3.6650e-02, -4.8876e-02, -7.2099e-02, -2.3079e-02,\n", - " -2.7489e-02, -2.9204e-02, -1.1956e-02, -5.7632e-02, -1.3603e-01,\n", - " -3.5237e-02, -8.6895e-02, -8.6527e-02, 1.6948e-02, -4.3703e-02,\n", - " -3.6273e-02, 2.6496e-02, -1.1421e-01, -3.9111e-02, -3.8379e-02,\n", - " -7.0450e-02, -7.3725e-02, -2.8091e-02, -8.0674e-02, -9.0598e-02,\n", - " -1.0157e-01, -1.2004e-01, -3.0780e-02, -3.8558e-02, -5.5876e-02,\n", - " -3.9297e-02, -1.0207e-01, -1.4810e-02, -1.0007e-01, -4.7311e-02,\n", - " -3.4091e-02, 1.4821e-03, -1.1007e-01, -2.9160e-02, -6.8113e-02,\n", - " -4.6947e-02, -1.2606e-02, -3.3736e-02, -6.4685e-02, -3.9513e-02,\n", - " -2.3827e-02, -6.3594e-02, -6.4615e-02, -2.7288e-02, -1.3813e-02,\n", - " -1.8821e-01, -2.1046e-02, -3.8563e-02, -5.3869e-02, -5.7992e-02,\n", - " -4.7478e-02, -5.8891e-02, -4.7414e-02, -1.0252e-01, -3.8033e-02,\n", - " -3.2360e-03, 5.8322e-03, -3.7740e-02, -1.1409e-01, -7.0290e-04,\n", - " -6.6285e-02, -1.0832e-01, -4.5646e-02, -8.4208e-02, -5.4448e-02,\n", - " -2.5062e-01, -5.1225e-02, 6.6958e-02, -7.1123e-02, -7.2297e-03,\n", - " -1.1737e-03, -1.3975e-02, -1.1764e-01, -2.8519e-02, -5.2637e-02,\n", - " -3.5194e-02, -2.9844e-02, -2.6238e-02, -1.0883e-01, 4.7634e-02,\n", - " -6.7663e-02, -7.7689e-02, -1.7273e-02, -1.1139e-01, -1.8778e-02,\n", - " -2.5276e-02, -6.3853e-02, -5.4246e-02, 1.9715e-03, 1.4811e-02,\n", - " 5.9031e-03, -1.0934e-01, 7.5820e-03, -9.1352e-03, -6.1152e-02,\n", - " -6.5646e-03, -6.6989e-03, 5.0139e-02, -4.6572e-02, -5.2098e-02,\n", - " -8.9267e-02, -1.0850e-02, -1.7117e-02, -3.3324e-02, -1.9247e-02,\n", - " 1.6208e-02, -3.4365e-02, -5.7199e-02, -7.0635e-02, -6.4506e-02,\n", - " -6.8236e-02, -4.0036e-02, 1.7157e-03, -5.0003e-02, -2.4505e-02,\n", - " -2.5174e-02, -5.4199e-02, -5.8951e-02, -2.6914e-02, -6.2709e-03,\n", - " -8.8090e-02, -1.2465e-01, -1.7531e-02, -2.7450e-02, 3.2209e-02,\n", - " -5.0641e-02, -1.0313e-01, -4.7239e-02, -2.3382e-02, -2.8086e-02,\n", - " -6.2909e-02, -6.3351e-02, -3.1319e-02, -4.8341e-02, -9.7531e-02,\n", - " -6.7401e-02, 1.3437e-02, -5.8164e-02, -6.4501e-02, -5.8095e-02,\n", - " 1.3405e-02, -3.6890e-02, -3.6888e-02, -7.8711e-02, -1.1046e-01,\n", - " -2.4371e-02, -4.6823e-02, 8.0789e-03, -6.6701e-01, -5.2926e-02,\n", - " -1.1325e-02, -1.4399e-03, -1.0808e-01, -4.1863e-02, -3.6180e-02,\n", - " -5.2937e-02, -5.2122e-02, -7.9372e-02, -3.9934e-02, 1.7669e-02,\n", - " -3.5720e-02, -9.6919e-02, -7.8563e-02, 4.3456e-02, -1.5752e-02,\n", - " -7.3775e-03, -5.2622e-02, -1.4332e-01, -2.4892e-02, 8.7368e-03,\n", - " -5.3342e-02, -5.0091e-02, -5.8282e-02, -1.5009e-01, -2.4953e-02,\n", - " -8.6614e-03, 1.5207e-02, -4.2207e-02, -4.6732e-02, -1.2320e-02,\n", - " -4.9060e-02, -1.0421e-01, -3.4343e-02, -5.9889e-02, -4.5474e-02,\n", - " 2.2524e-02, -3.9818e-02, 9.7119e-03, -4.2121e-02, 6.7828e-02,\n", - " -3.1296e-02, -2.6843e-02, -1.5530e-01, -4.6035e-02, -1.5778e-02,\n", - " -1.2878e-02, -3.0815e-02, -5.4324e-02, -3.9495e-02, -6.7273e-02,\n", - " -3.4010e-02, -2.4445e-02, -9.7994e-02, -4.5251e-02, -7.7136e-02,\n", - " -7.4479e-02, -4.6176e-04, -3.6473e-02, -1.2272e-02, -1.1400e-02,\n", - " 6.4480e-02, -4.6266e-02, -3.7088e-02, -7.8402e-03, 3.3160e-02,\n", - " -4.2512e-02, -9.6050e-02, 1.2693e-02, -8.7282e-03, -7.9768e-02,\n", - " -2.6688e-02, 1.2342e+00, -1.8039e-02, -1.9496e-02, -1.2410e-01,\n", - " -4.1538e-02, -5.3155e-03, -5.9706e-02, -1.2424e-02, -4.7047e-03,\n", - " -6.9884e-02, -6.3183e-02, -6.7926e-02, -1.1283e-02, -5.4642e-02,\n", - " -2.9658e-02, 8.7688e-03, 1.7863e-02, -7.7521e-02, -2.6839e-02,\n", - " -5.4859e-02, -3.8077e-02, -9.4398e-02, -3.1434e-02, -3.1474e-02,\n", - " -1.2879e-02, -4.8862e-02, 4.8742e-02, -8.7172e-02, -3.7206e-02,\n", - " -7.0836e-02, -5.0987e-02, -2.7047e-02, 1.2548e-02, -2.7316e-02,\n", - " -6.1959e-02, -6.3211e-02, -3.3921e-02, -6.0652e-02, -4.4191e-02,\n", - " -4.6352e-02, -7.9696e-03, -8.0579e-02, -3.1754e-02, -5.6834e-02,\n", - " -9.4625e-02, -3.3766e-02, 1.0041e-02, 4.8681e-03, -5.6882e-02,\n", - " 1.8110e-02, 1.4456e-02, -1.7093e-02, -6.4950e-02, -1.4863e-02,\n", - " -4.3046e-02, -3.0155e-02, -3.0272e-02, -4.6320e-03, -1.2794e-02,\n", - " -5.9728e-02, -3.8144e-02, -6.7831e-02, 1.4091e-02, -1.5094e-02,\n", - " 6.2337e-02, -3.8341e-02, -7.2135e-02, -7.3657e-02, -4.3075e-02,\n", - " -8.9091e-02, -4.4390e-02, -9.8070e-02, -4.3190e-02, -1.0500e-01,\n", - " -8.2559e-02, -6.5659e-03, -4.7039e-02, 2.8142e-02, 6.6390e-02,\n", - " -2.8393e-02, 7.1410e-03, -4.8453e-02, -1.2122e-01, -1.2166e-01,\n", - " -1.1018e-02, -8.1017e-02, 1.8763e-02, -7.0300e-02, -1.6904e-02,\n", - " -1.8623e-02, -1.9928e-02, -6.5258e-02, -5.6976e-02, -7.7981e-03,\n", - " 9.8662e-03, -5.8731e-02, -7.4344e-02, 2.4232e-03, -1.5830e-02,\n", - " -2.2368e-02, -4.0641e-02, -1.2160e-02, -8.6705e-02, -1.5942e-02,\n", - " -2.8012e-02, -4.9698e-02, -1.0570e-01, -5.4495e-03, -1.4825e-02,\n", - " -1.9538e-02, -4.2587e-02, -5.9300e-02, -3.5139e-02, -4.9682e-02,\n", - " 1.2428e-02, -4.6710e-03, -7.1063e-02, -7.7453e-02, -1.1406e-01,\n", - " -6.3688e-02, -7.0842e-02, -1.7464e-02, 1.5732e-02, -6.9575e-02,\n", - " -5.0245e-02, 1.6815e-03, -6.3286e-02, -3.5803e-02, -8.6692e-03,\n", - " -1.8495e-02, -6.7725e-02, -2.2573e-02, 1.5954e-02, -4.2736e-02,\n", - " -1.1319e-01, -1.6139e-02, -3.8273e-02, 1.8396e-02, -3.6924e-02,\n", - " -1.4614e-02, -7.8820e-02, -3.9939e-02, 1.7853e-02, -3.5268e-02,\n", - " -5.1438e-03, 2.7042e-03, -1.2847e-02, -8.0948e-02, -2.0056e-02,\n", - " -9.5752e-02, -8.4829e-03, -9.1452e-03, -6.1099e-02, -8.7580e-02,\n", - " 1.0184e-02, -6.3736e-02, -6.0583e-03, -6.6168e-02, 9.5015e-02,\n", - " -9.3529e-02, -4.2957e-02, -1.0764e-02, -2.6883e-02, 2.9078e-03,\n", - " 1.6555e-02, -1.4094e-02, -4.3040e-02, -8.9755e-02, -6.9320e-02,\n", - " -1.8519e-02, -1.0838e-03, -6.7991e-02, -5.3360e-02, -6.4697e-02,\n", - " -7.3795e-03, -2.9285e-02, -8.2708e-02, -4.6001e-02, 6.5025e-03,\n", - " -6.0623e-03, -9.6565e-03, -9.4287e-02, -7.0777e-03, 2.2010e-02,\n", - " -8.5708e-02, -4.1289e-02, -4.7729e-02, -3.6953e-02, -4.0076e-02,\n", - " -1.6337e-02, -8.1847e-02, -1.1734e-01, -2.8326e-02, -1.1577e-02,\n", - " -5.4508e-02, -3.5414e-02, 1.9469e-02, -8.9905e-02, 2.4397e-02,\n", - " -8.5392e-03, -6.6797e-02, -6.4009e-02, -6.3319e-02, -1.7018e-02,\n", - " -5.7650e-03, -1.0963e-01, 2.4166e-03, -5.2971e-02, -3.1823e-02,\n", - " -5.1509e-02, -5.2670e-02, -5.1378e-02, 1.2320e-02, -5.8371e-02,\n", - " -5.2755e-02, -4.5402e-02, -1.7602e-02, -7.9624e-02, -4.9163e-02,\n", - " -4.5584e-02, -2.9496e-02, 1.5783e-02, -5.8591e-02, -1.2061e-01,\n", - " -6.3204e-02, -6.0637e-02, -4.7426e-02, 5.2212e-03, -1.0803e-02,\n", - " -8.8708e-02, -8.4110e-03, -4.1089e-02, -6.1244e-02, -6.9400e-02,\n", - " 5.9572e-02, -6.2619e-04, -3.9389e-02, -2.0552e-02, 3.3747e-02,\n", - " -1.2618e-01, -4.6918e-02, -4.4600e-02, -5.4035e-02, -5.6527e-02,\n", - " -5.9106e-02, -8.9185e-02, 1.6636e-03, -7.0490e-02, -7.8546e-02,\n", - " -9.4421e-02, -6.7967e-02, -1.1163e-01, -1.5173e-01, -2.0537e-02,\n", - " -3.0213e-02, -8.1726e-02, -1.1522e-01, -5.6791e-02, -4.1666e-02,\n", - " 2.8827e-02, -6.0505e-02, 3.4731e-02, 3.6714e-02, -6.2664e-02,\n", - " 3.2626e-02, -7.2699e-02, -1.1528e-01, -6.3234e-02, -1.0146e-01,\n", - " -1.1614e-01, -4.8142e-02, -1.0865e-01, -6.9105e-02, -3.3361e-02,\n", - " -2.5578e-02, -1.3720e-01, -1.0591e-01, -5.5810e-02, -4.9357e-02,\n", - " -7.5403e-02, -2.2140e-02, -1.1475e-01, -2.2073e-02, -9.0478e-02,\n", - " -3.7927e-02, -5.4683e-02, -1.2830e-01, -9.2655e-02, -6.7291e-02,\n", - " -1.1527e-01, 5.0327e-03, -8.8101e-03, -1.7784e-02, -1.1600e-01,\n", - " 2.9478e-03, -1.0082e-01, -6.8860e-02, -7.0515e-02, -2.1972e-02,\n", - " -7.5812e-02, -1.2126e-02, -7.8754e-02, -3.5369e-02, -5.8462e-02,\n", - " -2.3800e-02, -5.0041e-02, -1.0561e-01, -2.2384e-02, -5.1946e-02,\n", - " 1.3943e-02, 1.0339e-03, 5.1043e-03, -3.4733e-02, -4.6358e-02,\n", - " -6.1365e-02, -1.4683e-02, -3.9663e-03, -2.7667e-02, -3.0266e-02,\n", - " -9.8227e-02, -2.9119e-02, 6.8651e-03, -3.5015e-02, -9.4804e-02,\n", - " -8.8822e-02, -1.5799e-01, -2.5026e-02, -2.3272e-02, -4.6642e-02,\n", - " 1.8524e-02, -8.2921e-02, -7.5322e-02, -9.0289e-02, -2.9547e-02,\n", - " -9.8346e-02, 2.5116e-02, -6.2788e-02, -8.0618e-02, -5.6549e-02,\n", - " 3.7705e-01, -8.2464e-02, -5.7788e-02, -5.6724e-02, -6.7727e-02,\n", - " -5.0570e-03, 2.6409e-02, -9.3525e-03, -6.7059e-03, 1.7871e-02,\n", - " -4.7371e-02, -4.6696e-02, -1.0365e-02, -7.4026e-02, -8.8747e-02,\n", - " -3.5788e-02, -2.9538e-02, -5.2848e-02, -3.8083e-02, -7.7811e-02,\n", - " -5.1079e-02, -4.2770e-02, 2.6733e-02, -5.9677e-03, -7.4430e-03,\n", - " -9.0626e-02, -2.0063e-02, -2.0051e-02, -4.1825e-02, -7.8440e-02,\n", - " -3.3627e-02, -4.4238e-02, -2.2995e-02, -6.5732e-02, 4.6892e-03,\n", - " 1.6609e-02, 1.9837e-02, -5.4074e-02, -1.7401e-02, -2.0425e-02,\n", - " -5.9345e-02, -1.1818e-02, -5.0286e-02, 4.0857e-02, -3.0308e-03,\n", - " -3.4822e-02, -5.7651e-02, -4.0377e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.0130e-02, 1.1887e-01, 2.1868e-01, 8.7210e-02, -2.0477e-01,\n", - " 2.2648e-01, -3.4360e-01, 6.4057e-02, -4.1554e-01, 1.1557e-01,\n", - " 2.8522e-01, -1.0724e-01, 2.1037e-01, 6.5960e-02, -8.9728e-02,\n", - " -6.1263e-02, 1.1344e-01, -1.9265e-01, -1.2109e-02, -2.4905e-01,\n", - " 7.1558e-02, -2.0746e-01, -1.8167e-01, -1.9616e-02, 5.7593e-02,\n", - " -4.0425e-02, 3.1487e-01, -1.6641e-01, 3.6615e-01, 2.8458e-02,\n", - " -8.9834e-02, -4.3720e-02, -1.2218e-01, 1.1063e-01, 4.6565e-02,\n", - " 5.6489e-02, 2.5875e-01, 1.0859e-01, -2.2724e-01, -1.5846e-01,\n", - " -2.0762e-01, -2.8562e-01, -1.6824e-01, 1.7382e-01, 2.8304e-02,\n", - " -8.5946e-02, -1.2882e-01, -3.9624e-05, 1.3995e-01, -1.4809e-01,\n", - " -1.4983e-01, 8.0181e-02, -2.4638e-01, 1.3984e-01, -4.8627e-01,\n", - " -3.8021e-02, 7.8774e-02, -5.4215e-01, 1.8015e-01, -2.4764e-01,\n", - " -8.2056e-02, 2.0403e-01, -1.2871e-01, 1.7048e-01, 3.3818e-01,\n", - " -5.3207e-01, 2.6975e-01, 1.5490e-01, 2.6109e-01, -6.6078e-02,\n", - " -1.0768e-01, 6.7982e-02, 5.1441e-03, -1.7760e-01, -8.6212e-03,\n", - " -1.2084e-01, 2.7072e-02, 9.5277e-02, -1.1946e-01, -1.7435e-01,\n", - " 1.2826e-02, -1.4399e-01, 5.4034e-02, -7.1218e-02, -1.0277e-01,\n", - " -8.0027e-02, 1.2395e-01, 1.2472e-01, 2.8782e-01, -2.4318e-01,\n", - " 6.9833e-02, -1.5565e-01, 5.3963e-02, 2.2090e-01, -6.5430e-02,\n", - " -2.9557e-01, 1.9449e-01, -2.0094e-02, -3.5260e-02, -1.2373e-01,\n", - " 1.1984e-01, 1.1227e-01, 4.9598e-02, 2.9100e-01, -1.6697e-01,\n", - " 9.0494e-02, -5.6501e-02, 1.8282e-01, 1.1605e-01, -1.1072e-01,\n", - " -1.3768e-01, -1.3056e-01, 5.1009e-03, 3.5995e-02, -2.2659e-01,\n", - " -1.7014e-01, -3.6584e-02, 1.4101e-01, 1.6270e-01, -1.3676e-01,\n", - " 4.6082e-01, -1.5044e-02, 2.6074e-01, 2.4027e-01, -3.2432e-01,\n", - " -1.0082e-01, -6.3582e-03, -1.2997e-01, 1.7895e-01, -5.6416e-03,\n", - " -3.2919e-02, 9.1986e-03, 3.9944e-02, -4.8234e-03, -1.0553e-02,\n", - " 4.5920e-02, -5.7454e-02, -5.0634e-03, 3.1936e-02, 2.5940e-02,\n", - " 2.4509e-02, 5.9364e-03, -7.3236e-02, 4.9799e-02, -6.5353e-02,\n", - " -3.0103e-02, -5.1781e-02, 1.8562e-02, -1.2511e-02, -2.4903e-02,\n", - " -1.9358e-02, -2.2507e-02, -5.2231e-02, 8.5270e-02, 5.6999e-03,\n", - " 5.2514e-02, -7.0874e-02, 3.2521e-02, 5.5978e-02, 3.1149e-02,\n", - " -3.7748e-02, -1.6950e-02, -1.9682e-02, -7.0004e-02, 6.0100e-02,\n", - " -3.0003e-02, -1.9542e-02, -2.6614e-02, -5.4306e-02, -3.2268e-02,\n", - " -2.3941e-02, 4.8159e-02, -6.7734e-02, 9.6824e-03, 6.2304e-02,\n", - " 1.5483e-02, 4.7038e-02, -4.1295e-02, -2.6080e-02, 7.5054e-02,\n", - " -9.9345e-03, 6.7070e-02, -5.5948e-03, -4.9686e-02, 6.9155e-02,\n", - " -1.2513e-02, -9.6080e-03, 1.4420e-02, 8.9716e-02, -3.2649e-02,\n", - " 1.3103e-02, -5.8897e-02, -2.8231e-01, -2.1987e-01, 7.4569e-02,\n", - " -1.9329e-01, -2.3904e-01, -2.0547e-01, 1.4832e-01, -2.0592e-01,\n", - " -1.0556e-01, -3.3246e-01, 2.9869e-01, 1.4742e-02, -3.4112e-02,\n", - " -5.1247e-02, 1.7858e-01, -1.5464e-01, 4.4350e-01, -3.4233e-01,\n", - " 6.0810e-02, -4.8418e-01, -1.7234e-01, 5.5829e-01, -1.9054e-01,\n", - " -1.7085e-01, -6.5740e-02, 4.6172e-01, 1.1685e-01, -1.0867e-01,\n", - " 2.5521e-02, 9.3015e-02, -3.3565e-01, 9.7723e-02, 1.1447e-01,\n", - " 2.5188e-01, 2.4162e-01, -3.2859e-02, 1.1418e-01, -1.3454e-01,\n", - " 1.1214e-01, 1.9344e-01, 2.8808e-01, 3.6662e-02, -9.1874e-02,\n", - " -1.8925e-02, 8.3655e-02, -2.9657e-01, 4.3850e-01, -3.1043e-01,\n", - " 2.6670e-01, -2.4112e-01, 1.0252e-01, -1.7780e-04, -7.8823e-02,\n", - " -2.7052e-01, -8.6674e-03, 1.0519e-02, 2.3936e-01, -2.9538e-01,\n", - " 8.4221e-02, 3.3672e-02, 1.9706e-01, -6.2164e-02, -2.4718e-02,\n", - " 8.7717e-02, -2.5071e-01, 1.5706e-01, 2.3768e-01, 3.9946e-01,\n", - " 1.1246e-01, -1.7711e-01, -3.4676e-01, -4.5355e-01, 7.5780e-02,\n", - " -7.4163e-02, -5.9656e-03, 1.8497e-01, 4.2538e-01, 2.2415e-02,\n", - " -1.9526e-01, -8.4955e-02, -2.0987e-01, -3.9819e-01, -1.6228e-01,\n", - " -1.0210e-01, 1.6659e-01, 1.4552e-01, -2.1444e-01, -1.1108e-01,\n", - " 7.1328e-02, -1.7965e-01, 5.0596e-03, -1.4955e-01, -2.5073e-01,\n", - " -2.3035e-01, 1.9926e-01, -1.9052e-01, -5.7047e-02, -2.4461e-02,\n", - " -4.0321e-01, 1.3474e-01, -4.3975e-03, -2.7324e-01, -1.3796e-01,\n", - " 6.3967e-02, 2.7403e-01, 1.9344e-01, -1.2892e-01, -1.6142e-02,\n", - " 3.8657e-01, 1.5079e-01, 9.9633e-02, 6.6772e-01, 1.5956e-01,\n", - " 1.2797e-01, 1.6047e-01, 1.4334e-01, -7.4570e-02, -3.9579e-01,\n", - " 1.7510e-02, -3.4705e-02, 1.4462e-01, 1.2939e-01, -1.1103e-01,\n", - " 4.3722e-02, -1.4519e-01, 6.8075e-02, 3.0203e-02, -4.9669e-02,\n", - " 3.4470e-01, 1.4825e-02, -1.2054e-01, -3.6352e-01, 1.1949e-02,\n", - " -1.1544e-01, 5.5563e-01, 6.3900e-01, -9.1271e-02, 5.7076e-02,\n", - " 1.8457e-02, -1.9434e-01, 5.8411e-01, 1.5039e-01, -2.1969e-01,\n", - " 8.3831e-02, 3.5248e-01, -2.1035e-01, 1.2112e-01, -1.5372e-01,\n", - " 7.9632e-02, -2.5212e-01, -4.9995e-02, 4.1693e-01, 1.3844e-01,\n", - " 8.8435e-02, 7.5546e-01, 2.8799e-01, 7.1233e-03, 1.6018e-01,\n", - " -4.3708e-01, 4.0694e-02, -2.8835e-01, -1.8012e-01, 7.6160e-01,\n", - " 6.1730e-02, 2.0175e-01, 2.5984e-01, -1.8264e-01, -1.3711e-01,\n", - " 1.8038e-01, 9.9823e-02, 2.9867e-03, 3.7477e-01, -7.3096e-02,\n", - " -5.5421e-02, 7.9605e-01, -3.7314e-01, 4.5567e-01, 3.8785e-01,\n", - " -4.6460e-01, -3.1176e-01, -9.7430e-02, 1.1275e-01, 1.7523e-01,\n", - " -1.7209e-01, 2.6395e-01, 5.0246e-01, -2.1430e-01, -1.3977e-01,\n", - " 1.2911e-01, 2.6221e-01, 1.2876e-01, 1.8243e-02, 1.9331e-02,\n", - " 2.0036e-01, -3.7061e-03, -5.2489e-02, -3.8090e-02, 1.7509e-01,\n", - " 1.4210e-01, 2.6394e-01, -2.4669e-01, -2.0842e-01, 7.3437e-02,\n", - " 8.0304e-02, -8.8610e-02, 9.5805e-02, -2.8193e-03, 9.6245e-02,\n", - " -5.9579e-02, 1.8303e-02, -5.2196e-02, 2.4602e-03, -8.9981e-03,\n", - " -1.4188e-01, 1.6982e-01, 1.4684e-02, 8.0432e-02, 1.4415e-01,\n", - " -7.9289e-02, -4.3563e-02, -1.3048e-01, 9.0140e-02, -1.1332e-01,\n", - " 6.5817e-02, -2.8919e-02, -5.0692e-02, -6.8233e-02, 1.2676e-01,\n", - " -7.7853e-03, -1.1944e-01, -7.1633e-02, 3.8406e-02, 5.1482e-02,\n", - " -2.3815e-01, -7.2538e-02, 5.0957e-01, -7.4238e-02, -1.2476e-01,\n", - " -7.3363e-02, 2.0673e-01, -3.3949e-02, -1.0945e-04, -1.1571e-02,\n", - " -2.1345e-01, 2.1062e-01, 4.1730e-02, -5.9223e-03, 3.1824e-01,\n", - " -1.7664e-01, -2.7752e-02, -1.7509e-02, -2.5941e-01, -5.6525e-02,\n", - " 2.2949e-01, 5.6018e-02, 5.1439e-02, 4.4295e-01, -6.6992e-02,\n", - " 1.8303e-02, 1.6685e-01, 1.9616e-01, 8.3671e-02, 5.5415e-01,\n", - " -1.4475e-01, -3.9549e-01, -1.6309e-02, 3.3830e-01, 1.1835e-01,\n", - " -3.6023e-01, -4.5967e-01, -1.0929e-01, 1.9510e-01, -8.4783e-02,\n", - " 1.7358e-01, -1.9851e-01, 3.5490e-02, 9.7441e-02, -3.1306e-01,\n", - " 2.6871e-01, 1.3092e-01, -7.5986e-02, -5.5100e-01, -1.9846e-01,\n", - " -1.8693e-01, 2.4242e-01, -3.1841e-01, 3.2628e-02, -2.6412e-01,\n", - " 6.1704e-02, 1.4636e-01, 2.6656e-01, 2.6279e-01, 1.6979e-01,\n", - " 3.0427e-01, 3.4861e-02, 1.0094e-01, 3.0639e-01, -1.0081e-01,\n", - " 3.4950e-01, 7.8413e-01, 5.2060e-01, 2.1603e-03, -7.0045e-03,\n", - " -4.1164e-01, -4.8645e-01, -4.4651e-01, 3.3513e-01, -1.1313e-01,\n", - " -3.9717e-01, 3.8403e-01, -2.3518e-01, -6.8511e-02, -1.0130e-01,\n", - " -1.5456e-01, -3.1723e-01, 1.4869e-01, -4.2325e-02, -5.3928e-01,\n", - " -1.3634e-02, 4.4899e-01, 2.1111e-01, 8.5819e-02, -4.3049e-01,\n", - " -8.3070e-01, -2.2593e-01, -2.0729e-01, 2.3948e-01, -1.5970e-01,\n", - " -3.6727e-01, 8.4436e-02, 8.1711e-03, -5.3988e-02, 1.2152e-01,\n", - " 5.3374e-01, 1.3877e-01, -1.0957e-01, -7.8825e-02, -2.0775e-01,\n", - " -1.7110e-01, 9.0019e-02, -5.4240e-02, 1.1426e-02, 5.0588e-01,\n", - " 9.0979e-02, 2.6900e-01, -2.9941e-01, -4.1123e-01, 1.7487e-01,\n", - " -4.8576e-02, 2.7232e-01, -4.5879e-01, 1.1320e-01, 7.7917e-02,\n", - " -1.9511e-01, 9.0838e-02, -2.7221e-02, 3.0969e-01, 1.3033e-01,\n", - " -4.9067e-01, 1.0965e-01, -3.1539e-01, -2.0408e-02, -8.4141e-02,\n", - " 4.9824e-01, 2.5152e-01, 1.5938e-01, 1.8462e-01, 3.6651e-01,\n", - " -9.1929e-02, -5.0355e-01, -5.0853e-01, 2.4071e-01, -1.8947e-01,\n", - " -1.9674e-01, 2.3726e-01, 2.3691e-01, 3.6136e-01, -1.4146e-01,\n", - " -2.5364e-01, -1.4089e-01, 5.2075e-01, -2.7502e-01, 5.7724e-02,\n", - " 1.7701e-01, -2.4592e-02, 6.1815e-02, -1.7824e-02, 7.1862e-02,\n", - " 1.9092e-01, -1.4360e-01, 6.1019e-02, 2.2350e-01, -7.7964e-02,\n", - " -4.3328e-02, 1.7803e-01, 7.6450e-02, 1.6623e-01, -6.7891e-02,\n", - " -2.3149e-01, 1.7047e-01, -2.0200e-02, -3.5068e-02, 8.5247e-03,\n", - " -9.5607e-02, -2.3400e-01, -1.5214e-01, -4.5329e-02, 2.6065e-01,\n", - " 1.1526e-01, 1.8007e-01, -3.8886e-02, -1.6848e-01, 2.4758e-01,\n", - " 5.4496e-02, -5.3286e-02, -8.9750e-02, -1.1491e-01, -1.1738e-01,\n", - " -1.7055e-01, -4.1841e-02, 1.2854e-01, 8.8451e-02, 1.2169e-01,\n", - " -1.9706e-01, -3.5176e-02, 4.0673e-02, -1.5466e-01, 3.3641e-01,\n", - " 1.1405e-01, 2.8445e-02, -1.4156e-01, -1.5457e-01, 9.3087e-02,\n", - " 3.6545e-02, 4.2470e-02, -8.3606e-02, 1.0506e-01, 8.1112e-02,\n", - " -1.2319e-01, -7.9738e-02, 3.0404e-02, 2.2610e-01, -2.3057e-01,\n", - " 1.2007e-01, 6.6130e-02, -1.0911e-01, 2.1609e-01, 7.3638e-02,\n", - " 1.5479e-01, 3.4500e-01, -2.7938e-01, 5.7017e-01, -1.1569e-01,\n", - " 2.4812e-01, -6.9649e-02, -2.7978e-01, -1.2075e-01, 1.1278e-01,\n", - " -1.6568e-01, -4.5727e-02, 2.3313e-02, 3.2640e-01, -2.2461e-01,\n", - " -8.2861e-02, -5.8357e-01, -3.9771e-02, 2.9434e-01, -2.3609e-01,\n", - " -5.3624e-01, 1.0189e-01, -1.8835e-01, 2.4618e-01, -1.0786e-01,\n", - " -7.9863e-02, -7.3921e-02, 3.8703e-02, -2.5798e-01, 4.7645e-03,\n", - " -2.3076e-01, 9.6446e-02, 1.0595e-01, 2.1178e-01, 3.2419e-01,\n", - " -1.3776e-01, -1.5145e-01, 3.0578e-01, 4.3816e-02, 8.1696e-02,\n", - " 3.4741e-03, 3.6626e-01, 1.7579e-01, 1.0635e-01, 1.5077e-01,\n", - " -3.0174e-01, -1.8396e-01, -1.2838e-01, 1.3289e-01, -1.0084e-02,\n", - " 6.4295e-02, -3.6652e-03, -1.7156e-01, 2.1100e-01, 4.2541e-01,\n", - " -2.0022e-01, 9.4931e-02, 1.8836e-01, -2.3158e-01, 3.2177e-01,\n", - " -1.6557e-02, -1.4628e-02, 2.9085e-02, -1.9244e-01, 4.9188e-02,\n", - " 1.0409e-01, 4.2626e-01, 2.3523e-01, 4.4313e-01, -3.6384e-02,\n", - " 1.1373e-01, -9.6126e-03, 2.3600e-01, -1.0489e-01, -1.2586e-01,\n", - " 3.0308e-01, 6.5636e-01, 1.8376e-01, -1.0827e-02, -1.0237e-01,\n", - " -2.8121e-01, 4.9903e-01, -9.4880e-02, -1.5334e-01, -5.1055e-02,\n", - " 8.2555e-02, -4.1501e-01, 1.9477e-01, 5.8070e-02, 7.0947e-02,\n", - " 1.0771e-02, -4.8819e-02, 3.6631e-01, 8.3896e-02, 4.0893e-01,\n", - " 4.5631e-01, 3.2684e-01, 4.7213e-01, 2.4745e-01, 8.8205e-03,\n", - " -1.4258e-01, -8.1988e-01, -2.4345e-01, -7.6428e-02, 1.5556e-01,\n", - " -2.0622e-01, -5.8932e-01, 1.5509e-01, 5.9741e-02, 1.1991e-01,\n", - " -1.1299e-01, -1.5199e-01, 4.3523e-01, -1.5052e-01, 9.4984e-03,\n", - " 4.5568e-01, 9.4621e-03, 1.6628e-01, 6.1444e-02, 5.3525e-02,\n", - " -8.2070e-02, 2.8694e-01, 9.8581e-02, -1.5380e-01, -1.9750e-01,\n", - " 2.6130e-01, 1.8281e-01, 1.5343e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.7980e-04, -6.5806e-04, -1.0521e-04, 1.1914e-03, -1.8009e-03,\n", - " -2.7502e-03, -7.8233e-04, 2.5860e-03, -2.2570e-02, -2.6881e-03,\n", - " 2.3669e-03, 3.2777e-03, 1.7142e-03, 1.7085e-03, 4.7215e-04,\n", - " -4.3301e-03, 1.2966e-03, 3.8041e-03, 5.5218e-05, -2.4422e-03,\n", - " -2.8807e-03, -3.4955e-03, -3.4653e-03, 2.6404e-03, -5.9517e-03,\n", - " -3.8325e-03, 5.8708e-03, -2.6597e-03, 4.1050e-03, 2.5653e-03,\n", - " -3.9080e-03, 4.9746e-03, -2.3052e-03, 1.9391e-03, 6.0000e-03,\n", - " 2.3973e-03, 7.9802e-05, 4.9902e-04, -2.0522e-03, -2.3937e-03,\n", - " -1.8747e-03, 3.5503e-03, -1.5680e-04, 5.1923e-04, -3.8865e-04,\n", - " -5.5323e-03, 2.4720e-03, -1.7647e-03, 1.8318e-03, 4.0571e-03,\n", - " -1.6462e-03, 1.8299e-04, -2.5929e-03, -4.7880e-03, -7.7311e-04,\n", - " 4.5449e-03, 2.3443e-03, -3.8923e-03, 3.0964e-03, -6.2480e-03,\n", - " 2.9857e-03, 4.5695e-03, 5.4555e-04, -7.6326e-03, -6.1901e-03,\n", - " 2.1954e-03, -2.0032e-03, -5.5015e-03, 4.7041e-03, 8.0262e-03,\n", - " -6.5731e-04, 5.1535e-03, 6.6659e-03, -1.6829e-03, -1.2338e-03,\n", - " -4.1165e-03, 5.8288e-03, 6.5286e-03, -2.8862e-03, -5.5435e-03,\n", - " -4.1922e-03, 3.4933e-03, -2.5085e-03, 2.6705e-03, -1.9673e-03,\n", - " 1.4505e-03, -5.2694e-04, 3.4777e-03, -2.1290e-03, -1.0827e-02,\n", - " 5.7160e-04, -1.2771e-02, 1.2197e-02, 9.2011e-04, -7.0105e-05,\n", - " -2.5185e-03, -2.5450e-03, 1.4186e-03, 3.5430e-03, -1.0059e-02,\n", - " -9.0462e-03, -2.1483e-03, -7.2961e-03, 1.6446e-03, -1.9546e-03,\n", - " 1.6745e-03, 3.0747e-05, 6.8765e-04, 4.6925e-05, -4.6175e-03,\n", - " 1.4915e-03, -1.8102e-03, 5.8387e-03, 2.6187e-03, 8.0551e-04,\n", - " -3.7605e-04, 4.7826e-03, 4.5015e-03, 1.8880e-03, 2.0086e-03,\n", - " -3.0556e-03, 1.1215e-03, -3.3826e-03, -1.6811e-03, 2.6084e-03,\n", - " -2.3130e-03, 9.7316e-03, 4.0729e-03, 3.3158e-02, -3.9357e-03,\n", - " -5.8574e-03, -8.3691e-03, -4.3808e-03, 9.6372e-04, 2.7483e-03,\n", - " 9.2655e-04, -9.5048e-03, 5.4070e-03, 4.4320e-03, -5.7101e-03,\n", - " 7.0762e-03, 3.9604e-03, -4.0571e-03, 5.1850e-03, -2.2990e-03,\n", - " -1.6759e-03, 3.5689e-03, -8.1071e-04, -8.3714e-03, 2.4655e-06,\n", - " 8.8419e-03, -4.9797e-03, 2.9355e-03, 3.7562e-03, 2.3886e-03,\n", - " -1.3101e-02, 2.7496e-03, -3.6806e-03, 5.4301e-04, 3.3448e-04,\n", - " -3.5470e-03, -3.4434e-04, 2.0638e-02, 6.3679e-03, 4.3933e-03,\n", - " -7.7175e-03, 2.5263e-03, 6.5277e-03, 1.0303e-04, 9.2934e-03,\n", - " 4.5492e-03, -3.1950e-03, 5.3094e-03, -8.3932e-03, 1.7044e-03,\n", - " -1.6819e-03, 1.6287e-03, 2.5236e-03, -8.7690e-04, -8.4405e-03,\n", - " 5.1847e-03, 2.9581e-03, -8.6386e-03, -4.4322e-03, -2.2902e-03,\n", - " 7.4777e-03, -5.2038e-03, 1.0842e-03, 6.3830e-03, 4.6294e-03,\n", - " -4.4676e-03, -1.4646e-02, -2.4057e-03, -1.0346e-03, -1.0573e-03,\n", - " 1.2500e-03, 2.8151e-03, 6.4751e-03, -3.0001e-03, 1.8604e-03,\n", - " 3.2033e-03, 3.3507e-03, 3.8772e-03, -1.0555e-03, 3.5869e-03,\n", - " 2.9678e-03, 2.2149e-03, -6.3072e-05, 2.4339e-04, -1.5107e-03,\n", - " 8.0292e-04, 5.0392e-03, -1.8044e-03, -3.5083e-03, -4.3115e-04,\n", - " -1.2534e-03, 4.0202e-03, -2.8886e-03, 1.6242e-03, -1.4304e-03,\n", - " 2.4730e-03, 3.2120e-04, 1.5405e-03, 2.3828e-03, -1.3154e-02,\n", - " -9.1298e-03, -3.3335e-03, -1.6285e-03, -7.3392e-03, -4.1661e-03,\n", - " -7.2247e-04, 6.0622e-04, -1.3110e-04, -3.1256e-03, -1.6078e-03,\n", - " 8.9988e-03, 5.2480e-03, -3.8470e-03, 2.5489e-03, -8.3292e-04,\n", - " -9.3382e-04, -2.3466e-03, -6.4202e-03, -5.4375e-03, -1.0460e-03,\n", - " -8.6690e-04, 9.9264e-04, -1.3279e-03, -3.3971e-03, -4.1026e-03,\n", - " -2.0531e-03, -4.4115e-03, 4.9086e-04, -2.7030e-03, 4.8619e-03,\n", - " -4.1838e-03, -2.6691e-04, 3.2127e-03, 2.1037e-03, 5.1669e-03,\n", - " -2.0005e-04, -3.6263e-03, -5.4068e-03, -2.5229e-03, 6.4348e-03,\n", - " 3.3690e-04, -4.2479e-03, 8.0654e-04, -7.7276e-03, 9.2269e-04,\n", - " -2.4067e-03, -3.0091e-03, 3.1880e-03, -8.5397e-03, -2.6227e-03,\n", - " 1.1948e-03, -1.8824e-03, -2.7381e-03, 1.9049e-03, -9.1579e-03,\n", - " 6.0436e-03, 2.6585e-03, 2.3298e-03, -6.6079e-03, 1.2441e-02,\n", - " 3.5928e-03, 1.5441e-03, -5.5536e-03, -3.7747e-03, 2.9258e-03,\n", - " -3.2777e-03, -3.6607e-03, -2.5393e-03, 3.6387e-03, 2.5710e-03,\n", - " -5.8111e-04, 1.0417e-02, 3.9542e-03, -5.3282e-03, -1.0404e-03,\n", - " 7.7495e-03, -4.3610e-03, -1.1252e-03, 5.4011e-04, 3.0494e-03,\n", - " 5.4364e-03, -3.0751e-03, 3.2636e-03, -1.8717e-03, 2.1970e-03,\n", - " -5.7621e-04, 2.5957e-03, 1.4918e-03, -2.4306e-03, -1.9329e-03,\n", - " -3.2307e-03, -1.1912e-02, 8.8809e-03, 2.5453e-03, -1.9595e-03,\n", - " -6.3161e-03, -1.3533e-02, -1.4055e-02, -5.8536e-03, -5.1156e-03,\n", - " -9.1114e-05, 6.3963e-03, 1.4257e-02, -6.1021e-04, 2.2210e-03,\n", - " 5.9605e-03, 2.2709e-04, 6.7200e-03, -5.4176e-03, -2.1599e-03,\n", - " -3.0826e-03, -3.7544e-03, 1.6585e-03, -2.3840e-03, -1.1991e-03,\n", - " -1.1667e-03, -5.3543e-03, -4.0198e-04, 5.4359e-03, -3.5473e-03,\n", - " -4.3826e-03, 6.3052e-03, 5.3327e-03, -1.7406e-03, -1.3597e-02,\n", - " 9.1391e-04, 3.7985e-03, -3.9346e-03, -2.1155e-03, 8.7951e-03,\n", - " -1.1909e-02, 5.5996e-03, -3.5501e-03, 1.5334e-02, 6.5179e-03,\n", - " -3.9729e-03, -7.4206e-03, 7.4139e-03, -1.9055e-03, 2.3612e-03,\n", - " -1.1238e-02, -2.9476e-03, -1.7415e-02, -1.7678e-03, -1.1767e-03,\n", - " -2.2893e-03, -4.6260e-03, 5.0488e-03, 1.9066e-04, -4.3138e-03,\n", - " -9.5225e-04, -5.9966e-04, 7.7655e-04, 4.9846e-03, -4.6708e-04,\n", - " 5.4228e-03, 8.7103e-03, -4.8813e-03, 3.7611e-03, 2.1191e-03,\n", - " -6.8024e-03, -2.7951e-03, 3.1339e-03, -9.4608e-05, -1.0741e-03,\n", - " 5.4122e-03, 9.2780e-03, 2.5490e-03, 4.9811e-03, 7.9523e-03,\n", - " 3.1308e-03, -3.8672e-03, -3.1193e-03, 5.7576e-04, 2.2750e-03,\n", - " 3.5901e-03, -1.6208e-03, 8.4059e-04, -7.0913e-04, -1.6487e-03,\n", - " -3.3045e-03, -7.6376e-04, -3.9418e-04, -3.9272e-04, 4.0530e-03,\n", - " 2.5568e-03, -8.0097e-03, -5.9956e-04, 1.4689e-03, -4.9968e-03,\n", - " -4.1456e-03, 1.7927e-03, -1.9524e-03, -2.9090e-03, -1.7050e-03,\n", - " -9.6934e-04, -4.9693e-03, -2.8804e-03, 2.8753e-03, 1.8471e-03,\n", - " -3.5075e-03, -3.2588e-03, 3.5774e-03, -1.5532e-03, 4.1343e-03,\n", - " -2.8292e-04, 8.5009e-03, 7.4510e-03, -5.7594e-03, -1.9755e-03,\n", - " -1.7901e-03, -8.2944e-04, -1.7002e-03, -3.0182e-03, -9.5820e-04,\n", - " -7.4499e-04, -2.5865e-03, 3.4379e-04, -3.4571e-03, 2.8764e-03,\n", - " 1.0027e-03, -1.4246e-04, -3.7130e-03, -1.4341e-03, 1.8129e-03,\n", - " 1.8307e-03, -4.8006e-03, 1.9188e-03, 1.1575e-02, -5.8070e-03,\n", - " -1.0208e-02, 1.2869e-02, 2.2097e-04, -9.7891e-04, 1.7213e-03,\n", - " 2.0133e-03, 6.4054e-03, 6.5047e-04, 1.9842e-03, 6.1641e-03,\n", - " -6.0819e-03, -5.5761e-03, 5.0444e-03, 3.0619e-03, 2.5571e-03,\n", - " 3.7050e-03, -5.4695e-03, 4.3742e-04, 3.5363e-03, -3.4058e-03,\n", - " -4.0434e-03, -1.8076e-02, 4.2477e-03, -1.8634e-03, -6.6455e-03,\n", - " -2.7215e-03, -5.4903e-03, -1.2667e-03, 7.8642e-03, 2.2318e-03,\n", - " 4.2974e-04, 4.3467e-03, 2.2900e-03, -1.2665e-03, -6.3440e-03,\n", - " -2.4504e-03, -8.1339e-03, -6.3484e-03, 2.1217e-04, -3.9087e-04,\n", - " -2.7943e-03, 3.5598e-03, -3.3474e-04, 5.6040e-03, 9.1944e-03,\n", - " -2.2236e-03, -1.8260e-03, 1.2461e-03, -1.7190e-03, -9.4363e-04,\n", - " 4.5357e-04, -5.1931e-03, 1.9887e-03, -9.6306e-04, 2.2765e-03,\n", - " -2.0058e-02, 4.2592e-03, 1.7020e-03, 3.1692e-03, 7.1921e-04,\n", - " -2.8597e-03, -6.8326e-03, -2.6993e-03, -9.3574e-03, 6.2351e-03,\n", - " -7.3901e-04, 5.7935e-03, -1.0155e-03, 4.8164e-03, 2.6249e-03,\n", - " -2.8891e-03, -3.3473e-03, -2.9976e-03, 1.9446e-03, 1.3205e-03,\n", - " -2.5491e-03, -1.9851e-03, 3.9177e-03, 3.7030e-03, 2.3339e-03,\n", - " -2.8783e-03, 1.4636e-03, -3.2535e-03, -9.5034e-03, 2.8271e-03,\n", - " -9.3190e-03, -8.2312e-05, 2.7465e-03, 2.1135e-04, -7.4581e-03,\n", - " 1.3575e-02, 2.9917e-03, -6.5620e-03, 2.8324e-04, 8.0884e-03,\n", - " -8.2170e-03, -4.3072e-03, 3.2660e-03, -1.5638e-04, 1.1665e-02,\n", - " 3.5811e-03, -2.6998e-03, 8.6581e-03, 9.2929e-03, 9.2497e-03,\n", - " -7.1043e-03, -4.5374e-04, 5.2602e-03, 9.8420e-04, -7.9500e-03,\n", - " -8.1448e-03, -3.7335e-03, -8.4095e-03, 9.2634e-03, 2.8333e-03,\n", - " -3.6720e-03, -2.3433e-03, -2.0668e-03, -1.2748e-02, -3.5524e-03,\n", - " -2.0240e-03, 4.8800e-04, -9.0661e-05, 1.9597e-03, 2.5359e-03,\n", - " -1.1524e-03, -3.3582e-03, -3.0711e-03, 3.3554e-03, 4.8448e-03,\n", - " 8.4079e-03, 3.9626e-03, -7.8786e-03, -7.3669e-03, 5.0285e-03,\n", - " 4.0662e-03, 4.0981e-03, -8.1725e-03, 2.9604e-03, 5.4628e-04,\n", - " 3.1695e-03, -2.4278e-03, 8.9728e-05, 8.1722e-03, 1.4756e-03,\n", - " 1.0930e-03, -3.0006e-04, -3.2150e-04, 5.7529e-03, 5.6333e-03,\n", - " -8.4237e-03, -7.3909e-04, -3.0721e-03, -5.4863e-04, 6.4530e-03,\n", - " 5.0608e-03, -1.1604e-03, 3.7420e-03, -3.3024e-03, 1.5683e-04,\n", - " -4.7267e-03, 3.1898e-03, 2.2888e-03, -4.3417e-03, 2.1898e-04,\n", - " -7.8783e-03, 2.8381e-04, 2.8753e-03, 9.1599e-03, 8.3369e-03,\n", - " -2.4673e-03, 1.9995e-03, -1.7099e-03, 8.8134e-03, -4.3299e-03,\n", - " -4.0968e-03, 3.0996e-05, 5.8185e-03, 6.4429e-03, 8.1068e-04,\n", - " 1.9685e-03, 2.0342e-03, 1.5221e-03, 4.4179e-03, 3.7360e-03,\n", - " -1.8440e-03, 3.3737e-03, -4.5799e-03, 1.1131e-02, -3.5976e-03,\n", - " -7.1801e-03, 8.4121e-04, -3.9281e-03, -3.8446e-03, 4.5133e-03,\n", - " -5.2526e-03, 3.4947e-03, -1.9892e-03, -4.8708e-05, -6.0389e-03,\n", - " 3.9629e-03, -1.4668e-02, 8.8518e-03, 1.9909e-03, 5.2217e-03,\n", - " -6.5975e-03, -5.1146e-03, -1.4401e-03, 4.9188e-03, -7.7127e-03,\n", - " 3.1345e-03, 4.1862e-03, 6.2971e-03, -4.5204e-03, -2.1628e-03,\n", - " -4.7647e-03, -4.5725e-03, 7.6832e-03, -4.1930e-03, 5.7594e-03,\n", - " 2.0022e-03, -4.5950e-03, 4.5008e-03, -3.0466e-03, 3.1537e-04,\n", - " 1.4641e-03, 2.9766e-02, -8.8563e-04, -3.7466e-03, 3.6527e-03,\n", - " -6.1827e-03, -1.3231e-03, 4.5193e-03, 2.3934e-03, 3.9589e-03,\n", - " 3.6224e-03, 1.6189e-04, -3.7789e-03, 1.1938e-03, 3.0674e-03,\n", - " -6.5973e-03, -4.1290e-03, 9.0389e-03, -6.8314e-03, 4.1216e-03,\n", - " 1.2163e-03, -2.6441e-04, 2.2211e-03, -2.0252e-03, 3.6908e-03,\n", - " -1.3886e-03, -2.6085e-03, -5.1436e-04, 8.6401e-04, 3.0427e-03,\n", - " 2.9934e-03, -1.2365e-02, -1.0787e-02, -8.6920e-03, 1.5860e-03,\n", - " -1.6784e-03, -1.3433e-03, -1.1842e-03, 2.9026e-03, 7.1351e-03,\n", - " 1.0433e-02, -3.9235e-03, -1.6798e-02, -6.1654e-03, -8.9753e-03,\n", - " -7.4827e-04, 5.2294e-03, -4.9602e-03, 4.1733e-04, 1.2334e-03,\n", - " -1.0352e-02, 5.2679e-03, -3.7480e-04, -4.4957e-03, -7.8214e-03,\n", - " 2.0334e-03, 4.6368e-04, -7.7520e-03, 4.9632e-03, 4.0213e-03,\n", - " 3.9320e-03, 6.0079e-03, -2.0121e-03, -2.2320e-03, 6.9779e-03,\n", - " 6.6463e-03, 8.9440e-03, -1.9337e-03, -5.5393e-04, -8.6614e-04,\n", - " -1.0080e-02, -1.4497e-03, -6.3666e-03, -2.2946e-03, 3.6482e-04,\n", - " -4.6345e-03, 4.6946e-04, -2.0178e-03, -2.7923e-03, -1.1921e-02,\n", - " 2.0607e-03, 3.1313e-03, 3.3156e-03, 1.0050e-02, 1.4181e-04,\n", - " -7.5899e-03, 3.1369e-03, -1.5074e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.5023e-02, -5.3094e-03, 2.3572e-04, 2.0522e-03, -5.7804e-03,\n", - " 8.1983e-03, -1.1096e-02, -4.4216e-03, 1.0920e-03, -5.7501e-03,\n", - " -1.2049e-03, 3.3312e-03, -5.7881e-03, 3.2863e-03, 1.6009e-02,\n", - " -3.8654e-03, 7.0702e-03, 9.0583e-03, 9.7348e-03, -8.1410e-03,\n", - " 1.1158e-02, -5.4021e-03, -1.4808e-02, -6.7811e-03, 5.0396e-03,\n", - " 4.8309e-03, 1.2264e-02, 1.7033e-03, 3.8622e-03, -5.0164e-03,\n", - " 1.0777e-02, 2.2679e-03, 1.2602e-02, 1.7358e-03, -8.8981e-03,\n", - " -1.6617e-03, -5.4248e-03, 1.5820e-02, -2.7107e-03, 9.3095e-03,\n", - " 1.4642e-02, 1.8524e-03, -6.2581e-03, 1.3867e-02, 1.6465e-02,\n", - " -9.9101e-03, -5.9330e-03, 3.1781e-03, 6.2056e-03, -5.7156e-03,\n", - " 1.5173e-02, 8.2161e-03, -7.5105e-03, -6.8956e-03, 1.1878e-02,\n", - " 1.2468e-02, -1.9451e-03, 1.4344e-02, 3.4198e-03, 9.5356e-03,\n", - " 1.9738e-03, -2.3401e-03, 2.2367e-03, -9.8477e-04, 2.0704e-02,\n", - " 1.1214e-02, 2.2082e-02, -2.3108e-03, -2.9715e-02, 6.5029e-02,\n", - " 2.0563e-02, -1.7909e-03, 4.6880e-02, 3.9289e-02, -1.5563e-02,\n", - " -1.6345e-02, -1.1725e-02, 8.4864e-03, -2.1302e-03, 1.5644e-03,\n", - " -2.6728e-02, 4.6210e-03, -8.3575e-04, 2.1788e-02, -1.8891e-02,\n", - " 4.3932e-02, -3.4591e-02, 2.0594e-02, 2.4536e-02, -4.4848e-02,\n", - " -9.8070e-04, -2.2324e-02, -1.9449e-02, 4.4326e-02, -6.9930e-02,\n", - " -2.1216e-02, 1.3391e-02, 2.3917e-02, 2.3278e-02, 7.0228e-03,\n", - " 4.4435e-02, 1.3210e-02, -5.3480e-02, -4.0530e-02, -3.2905e-02,\n", - " -3.2087e-02, -2.6361e-02, 1.2619e-02, 6.9959e-03, 3.2442e-02,\n", - " -1.8067e-02, -1.1462e-02, -3.3291e-02, -3.1658e-03, -7.0824e-03,\n", - " 3.4511e-03, -2.0612e-02, 1.9700e-03, 2.2766e-02, 3.1088e-02,\n", - " 7.8084e-03, 1.4979e-02, 8.9085e-03, -4.2074e-02, -2.5084e-02,\n", - " 2.5190e-02, 1.0802e-02, 7.8169e-02, 7.3822e-03, -1.6420e-02,\n", - " 1.7475e-04, -1.7904e-02, -1.2519e-02, -4.5338e-03, 3.0484e-02,\n", - " -1.1422e-02, 2.1765e-02, -1.9468e-03, -8.3815e-03, -7.3409e-03,\n", - " 1.0873e-02, -1.2188e-02, -1.0292e-02, 8.7603e-03, 7.4500e-03,\n", - " 1.7819e-03, 2.2365e-02, 1.7328e-02, -1.2085e-02, 8.4014e-03,\n", - " 2.1003e-02, 5.0341e-03, -5.2389e-03, 1.8634e-02, 5.7822e-03,\n", - " -1.0785e-02, 3.9486e-02, 5.5078e-03, -7.9926e-03, -8.9409e-03,\n", - " -1.6955e-02, -1.5862e-02, 1.1029e-02, -1.6837e-02, -8.8895e-04,\n", - " 2.1774e-02, 1.0489e-02, -1.5112e-02, 1.0510e-02, 8.1326e-03,\n", - " -1.4907e-02, 1.4861e-02, -4.6929e-03, 3.4145e-02, -1.2089e-02,\n", - " -1.2213e-02, 2.2625e-02, -3.7597e-03, -8.0968e-03, 4.7368e-03,\n", - " 1.8800e-02, -9.8079e-02, -4.5514e-02, -2.0916e-02, -1.4395e-02,\n", - " -2.4690e-02, -2.6879e-03, 1.1432e-02, -6.5998e-03, 1.1431e-02,\n", - " -1.4127e-04, 2.0039e-02, -2.1528e-02, -1.9943e-02, -5.8667e-03,\n", - " -2.6670e-02, -7.7820e-03, -1.3542e-02, -7.0426e-03, -1.3945e-02,\n", - " 1.1313e-02, -6.0147e-03, 1.9826e-02, -3.6162e-03, 1.1581e-02,\n", - " -6.5605e-03, -1.2457e-02, 1.5682e-02, 2.9204e-02, 3.3701e-03,\n", - " -6.8273e-03, 5.6615e-04, -1.4298e-03, 1.8995e-02, 3.9813e-02,\n", - " 3.1168e-02, 2.4817e-02, 2.0974e-02, -4.7637e-03, 1.4747e-02,\n", - " 2.1972e-02, -5.0200e-03, 1.1263e-02, 5.1302e-02, 5.6657e-03,\n", - " 5.3651e-04, -2.1440e-02, 1.2138e-02, -1.0497e-02, 4.6990e-03,\n", - " 2.7727e-02, -2.7869e-02, -5.4554e-04, 3.2653e-02, 1.5652e-02,\n", - " 1.1317e-02, -1.0897e-02, -4.0616e-02, -3.4058e-02, -7.5577e-03,\n", - " 6.4053e-03, 6.6166e-03, -2.4033e-02, 1.1459e-02, -1.3984e-02,\n", - " -8.1502e-03, 1.1163e-02, 8.2542e-03, -5.3897e-03, 2.8768e-02,\n", - " 1.1388e-02, 1.0066e-02, -2.4167e-03, 1.8377e-02, 1.2755e-02,\n", - " 3.8524e-02, 1.9355e-02, -1.7824e-03, -1.0501e-02, -2.3361e-02,\n", - " 7.0351e-03, 9.4095e-03, 1.2125e-02, 1.9675e-02, -7.4414e-03,\n", - " 7.8398e-05, 3.4587e-03, -1.0619e-02, 1.5135e-02, -4.1784e-02,\n", - " 2.5068e-02, -6.0265e-04, 5.0474e-03, -1.8176e-02, 1.2636e-02,\n", - " 2.9639e-03, -2.2596e-02, -1.4335e-02, 1.3512e-02, -1.1183e-02,\n", - " 1.5760e-02, 1.0042e-03, 1.4593e-02, 3.8581e-03, -7.9545e-03,\n", - " -1.2658e-02, -1.6685e-02, -3.6695e-02, -1.0958e-02, -4.0801e-04,\n", - " 2.7571e-03, 2.4460e-02, -2.5951e-03, -1.9919e-02, 9.2233e-04,\n", - " 7.4014e-04, 2.2471e-02, 2.5441e-03, 2.8494e-02, 7.1286e-03,\n", - " -2.4914e-02, 1.2981e-02, -3.0747e-03, -3.3040e-02, 2.0458e-02,\n", - " -1.9150e-02, 2.1457e-02, -2.2732e-02, 4.8147e-03, -2.1482e-02,\n", - " -2.3176e-02, 1.6821e-02, 1.2087e-02, 2.5303e-02, -3.5760e-03,\n", - " 3.3084e-02, 1.6775e-02, -1.6464e-02, -1.8466e-02, 5.6927e-03,\n", - " -5.8718e-02, -5.9075e-03, 2.9579e-03, 4.8263e-02, 1.8685e-02,\n", - " 2.6903e-02, -1.6432e-02, 8.4332e-03, 4.9153e-02, 1.7822e-02,\n", - " -4.2425e-02, 1.8471e-02, 5.7121e-02, 1.2551e-02, -1.5298e-02,\n", - " -1.2078e-02, 2.3887e-02, 8.0117e-03, 5.2497e-02, 3.8526e-02,\n", - " -3.4434e-02, -2.6399e-02, -4.5675e-02, 3.6598e-02, -3.1015e-02,\n", - " 1.6242e-02, -3.9804e-02, -4.9304e-03, -1.7245e-02, -2.5515e-02,\n", - " -1.2602e-02, -4.1680e-03, 3.8595e-02, -5.9159e-02, -7.4405e-03,\n", - " 4.8126e-02, -2.0069e-02, -9.4412e-03, -2.6123e-02, 6.4682e-03,\n", - " 5.1684e-03, -4.6512e-04, -4.9542e-03, -2.4016e-02, 3.6240e-02,\n", - " -1.5456e-02, 9.1785e-03, 1.7381e-02, 2.5564e-02, -1.5134e-02,\n", - " -1.9038e-02, -3.8031e-02, 6.5497e-03, -1.2592e-02, -1.2116e-02,\n", - " 3.5311e-02, 4.4152e-02, 1.0126e-03, -4.1217e-04, 1.1888e-02,\n", - " 1.3587e-02, -1.6456e-02, 4.7564e-02, -3.4366e-02, 4.2985e-04,\n", - " 8.2520e-03, -4.6107e-03, 1.0151e-03, -8.5547e-03, -1.0867e-02,\n", - " 1.1150e-02, 1.0995e-02, -6.8069e-03, 8.5477e-03, 1.4168e-02,\n", - " -2.4357e-04, 1.0649e-02, -1.5016e-02, 5.9280e-03, 3.4130e-03,\n", - " 7.2499e-03, -2.3598e-02, -2.2433e-03, 1.0498e-03, 2.2947e-03,\n", - " -9.5744e-03, -5.1591e-03, 2.3983e-02, -8.9972e-03, 6.9834e-03,\n", - " 4.4013e-02, 1.4017e-02, 6.8826e-03, 1.8283e-03, -5.9012e-03,\n", - " -1.1004e-02, -7.9089e-03, 2.0125e-03, -3.0178e-03, -6.6287e-03,\n", - " -1.4866e-02, 9.6949e-03, 1.2629e-02, -9.4153e-03, -1.8098e-03,\n", - " 6.4564e-04, 5.0525e-03, 8.1944e-03, -1.4976e-02, 1.5315e-02,\n", - " -1.5144e-02, -3.7738e-03, -2.8949e-04, 7.7387e-03, -5.3487e-03,\n", - " -1.7106e-02, 1.8400e-02, 4.3561e-03, 1.9203e-02, 8.5607e-03,\n", - " 8.2309e-03, 5.0004e-03, -1.8184e-02, 9.7382e-03, 2.7278e-04,\n", - " 1.4275e-02, 5.5432e-03, 1.2724e-02, 1.6008e-02, -1.7855e-02,\n", - " 1.2448e-02, 1.1468e-02, -2.9315e-03, -2.9225e-02, 4.0265e-02,\n", - " 1.6124e-03, -7.0005e-03, 2.3734e-04, 3.2821e-03, 2.4101e-02,\n", - " -3.6280e-02, 2.0089e-02, 3.1981e-02, 3.9811e-03, -3.0766e-02,\n", - " 3.8253e-03, 2.3385e-02, 8.5327e-03, -7.5271e-03, 1.5639e-03,\n", - " 6.1634e-06, -1.1759e-02, 3.0260e-03, 1.0960e-02, -7.2339e-03,\n", - " -2.1711e-02, 1.7470e-02, 1.9915e-02, 2.2215e-02, -2.2295e-03,\n", - " -1.8607e-03, 1.7004e-02, 5.7661e-03, -5.6229e-03, -5.3306e-03,\n", - " -1.1477e-02, -6.7000e-04, 9.3079e-03, -2.9755e-03, -4.7655e-03,\n", - " 3.3435e-03, -1.1307e-02, 3.9731e-03, 1.0513e-02, -3.2250e-02,\n", - " -9.2486e-03, -2.2905e-02, 7.3241e-03, -3.5092e-02, -1.1060e-02,\n", - " 9.0543e-03, -4.7568e-03, -3.6439e-04, -7.6407e-04, 2.9272e-02,\n", - " -2.7470e-02, 1.0781e-02, 1.6108e-02, 1.9351e-02, 1.5294e-02,\n", - " 1.4930e-02, 2.7142e-02, -1.6444e-03, 5.1867e-02, -4.1590e-02,\n", - " 2.7485e-02, -1.8159e-02, 1.4616e-02, -2.8223e-02, -2.1836e-02,\n", - " -3.7035e-02, -1.2575e-02, 1.2293e-02, -5.4237e-03, 2.2001e-02,\n", - " -7.5271e-03, -5.5768e-02, -1.6298e-02, 3.0502e-03, -1.3728e-02,\n", - " 3.3698e-03, -4.3384e-04, -6.9684e-03, -3.1232e-02, 4.5009e-02,\n", - " 2.0616e-02, -1.0409e-02, -2.3090e-02, -3.4293e-02, 1.1018e-03,\n", - " -8.5000e-03, -2.0849e-02, -3.2696e-02, 4.0556e-02, 2.3771e-02,\n", - " 3.9398e-02, -1.3882e-02, 5.9056e-03, -9.9360e-03, 1.5168e-02,\n", - " -3.1733e-02, -9.0265e-03, -3.6604e-02, -1.7821e-02, 1.9675e-02,\n", - " 4.0934e-02, -1.2232e-02, -4.6826e-03, 7.0779e-02, -5.4972e-02,\n", - " 1.6072e-02, -2.5883e-02, -1.1649e-03, -1.1291e-02, 1.5803e-02,\n", - " 5.6192e-02, -2.3610e-02, -9.9647e-04, -3.2063e-02, -3.2199e-03,\n", - " -9.1232e-03, -2.0148e-02, -7.0093e-02, -1.2437e-01, 2.3373e-02,\n", - " -5.0414e-04, -2.1878e-02, -1.2511e-02, -3.4763e-02, -3.2012e-03,\n", - " 1.2513e-02, -1.1341e-02, -4.5446e-02, -2.1909e-02, 1.0888e-02,\n", - " 1.8216e-02, 6.7742e-03, -5.3086e-03, -2.8458e-02, -2.0761e-02,\n", - " 3.3507e-03, 4.7860e-03, 8.0991e-03, -1.3183e-02, 2.3937e-03,\n", - " -1.5038e-03, -1.7413e-02, 1.8932e-03, 8.7939e-03, 8.2045e-03,\n", - " -3.2781e-04, 8.4948e-03, -1.5060e-02, 1.7544e-02, 1.6740e-02,\n", - " -3.9248e-03, 2.3059e-03, 1.2013e-02, 7.5180e-03, -4.2036e-02,\n", - " 8.0001e-04, 1.8606e-02, -4.2438e-03, 8.7675e-03, -2.2118e-02,\n", - " 1.1333e-03, -9.4967e-03, 1.8470e-02, 1.2243e-02, -7.8087e-03,\n", - " 7.0338e-03, 1.5369e-02, -2.7767e-03, 1.7380e-02, -1.3810e-02,\n", - " -1.8087e-02, -2.5262e-04, 2.8160e-03, -1.0571e-02, -1.2355e-02,\n", - " -4.7663e-04, -1.0160e-03, 7.8082e-03, 9.1927e-02, 1.7398e-02,\n", - " -4.6346e-03, -7.7768e-03, -1.5489e-02, 6.7890e-03, 1.2695e-02,\n", - " -2.2040e-02, 1.0588e-03, -9.3757e-03, 1.0971e-02, 1.1449e-02,\n", - " -1.2551e-02, 1.2195e-02, -6.5241e-03, 3.3563e-03, -5.3109e-03,\n", - " -7.4463e-03, -2.6397e-03, 7.1599e-03, -1.4743e-02, 2.9362e-03,\n", - " 5.0424e-03, 4.7287e-03, -4.4464e-03, 1.3988e-02, -2.1329e-04,\n", - " 6.0693e-03, 3.1315e-02, 2.7540e-02, -1.9092e-02, -1.0151e-02,\n", - " -2.2125e-03, -1.5175e-02, 1.7594e-02, -1.3841e-03, 1.5670e-02,\n", - " 4.5302e-03, -2.3162e-03, -2.3303e-03, 1.9857e-02, -7.0773e-03,\n", - " -8.5168e-03, 7.7492e-03, -1.1886e-02, -8.7682e-03, 6.6262e-03,\n", - " -7.4530e-04, 9.6382e-03, -2.1810e-02, 3.0818e-04, 1.5030e-02,\n", - " -1.1015e-02, 1.8579e-02, -2.0459e-02, 8.5800e-03, 1.7035e-02,\n", - " 5.3892e-05, -3.4280e-03, 1.0407e-02, -4.1839e-03, -6.5801e-03,\n", - " 2.4782e-02, -1.2955e-03, 5.8868e-03, 8.7253e-03, 2.5282e-03,\n", - " -8.6695e-03, -1.7313e-02, -6.2276e-03, -1.4733e-02, 3.7079e-02,\n", - " -2.1547e-04, 2.7257e-03, -5.9696e-04, 1.9285e-02, -2.0536e-02,\n", - " 1.7143e-02, 1.4449e-02, -6.5542e-03, -2.3365e-02, 1.2347e-02,\n", - " 8.0866e-03, -2.2223e-02, 3.1805e-03, 3.2623e-02, -1.3899e-02,\n", - " -4.5315e-02, -4.4333e-03, -8.2556e-04, 1.6854e-02, 5.2781e-03,\n", - " -2.3699e-02, 4.9956e-03, 4.7935e-03, 2.9074e-02, 8.2377e-04,\n", - " -1.3017e-02, -4.3768e-02, 1.0733e-02, 1.4151e-03, -1.1715e-02,\n", - " 3.6786e-02, 3.3582e-04, -1.3081e-02, -2.4121e-03, -1.9138e-02,\n", - " -1.5444e-02, 4.6571e-03, 2.4032e-03, 2.0608e-02, 1.9170e-03,\n", - " -4.8462e-03, -4.6177e-03, -1.2237e-02, -2.1239e-02, -6.7373e-03,\n", - " 2.1705e-03, 3.7158e-03, 6.8323e-03, -1.2950e-02, 1.8724e-02,\n", - " 1.3274e-02, 1.7787e-02, -3.5668e-03, 2.7728e-03, -2.0766e-02,\n", - " 2.5364e-03, 1.2686e-03, -1.5676e-02, -9.3327e-03, -5.6336e-03,\n", - " 3.8475e-03, -1.5278e-02, 1.6453e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.5661e-02, 2.8438e-03, -4.7568e-03, 2.1495e-02, -1.7552e-02,\n", - " -5.8286e-02, -8.2861e-03, -1.9896e-02, 4.7550e-02, 4.5496e-02,\n", - " 7.5562e-02, -2.5829e-02, 2.9784e-02, -2.9771e-02, 7.9811e-03,\n", - " -1.3309e-02, 9.8513e-03, -3.7418e-02, -6.9451e-03, -8.4682e-03,\n", - " 3.6152e-02, 2.0826e-02, -3.5835e-02, 1.2061e-03, 8.2127e-03,\n", - " -3.4215e-02, -5.0382e-02, -3.7946e-02, 1.3244e-02, -2.5479e-02,\n", - " -7.1411e-02, 4.4119e-03, -5.0616e-02, 2.1423e-03, 6.5417e-02,\n", - " 5.8312e-02, 4.3113e-02, -3.1691e-02, 3.3276e-02, 3.9858e-02,\n", - " 4.3144e-03, -2.1405e-02, 4.3141e-02, -3.2827e-02, -3.3253e-04,\n", - " 4.5474e-03, 3.2558e-02, 1.1090e-02, 1.1631e-02, 9.3667e-02,\n", - " 2.5723e-02, -3.6623e-02, -9.7763e-03, -5.6858e-02, 8.9644e-03,\n", - " -1.0341e-03, 4.1245e-02, -9.4715e-02, -5.0758e-02, -2.9382e-02,\n", - " -4.8360e-02, -7.0828e-03, -7.2977e-02, -2.2347e-02, 2.9260e-03,\n", - " -1.9503e-02, -5.4568e-02, 2.1875e-02, -4.5742e-02, -3.4955e-02,\n", - " 1.5623e-02, 1.7605e-02, -4.6641e-04, 6.3658e-03, 1.3580e-02,\n", - " 8.2934e-02, -8.5081e-02, 2.1419e-02, -2.6295e-02, -4.3614e-02,\n", - " -6.1995e-02, 1.3076e-02, 2.8390e-02, 1.6619e-03, 5.5403e-02,\n", - " 8.4154e-03, 4.5806e-02, -3.9007e-02, -3.0372e-02, -4.1927e-02,\n", - " 3.4220e-02, -1.9319e-02, -2.6155e-02, -6.3656e-02, -4.6763e-04,\n", - " 7.6021e-02, -3.0854e-02, 2.9210e-03, -4.9407e-02, 3.4103e-02,\n", - " 1.3549e-02, 9.0339e-03, -1.5099e-02, 2.8884e-02, 4.2694e-02,\n", - " 1.3670e-02, -1.3515e-02, 3.4982e-02, 1.0633e-02, 8.1628e-02,\n", - " 7.3829e-02, -3.7645e-02, 2.5425e-02, -4.3103e-02, 5.6904e-02,\n", - " -5.3126e-02, -3.4979e-02, 2.1494e-02, 6.6136e-03, -2.9801e-03,\n", - " -4.0099e-02, -9.0502e-02, 1.9767e-02, -3.6408e-02, -1.4459e-02,\n", - " -3.4766e-03, -6.3397e-02, -1.8621e-02, -7.1522e-04, 5.2631e-02,\n", - " -2.4067e-02, -6.0373e-02, -2.4351e-02, 2.7051e-02, -1.2240e-02,\n", - " 1.6177e-02, -4.1943e-02, 3.2331e-02, -4.9130e-02, 5.1233e-02,\n", - " 1.8584e-02, 4.3312e-02, 3.8919e-02, 9.5328e-04, 2.9318e-02,\n", - " 4.4681e-02, 4.6009e-02, 3.2909e-02, 6.9443e-02, -4.3578e-02,\n", - " 2.3167e-02, -3.9903e-02, 2.7478e-02, 2.1105e-02, -2.0274e-02,\n", - " -5.6866e-02, -7.1785e-02, -1.9990e-03, 1.5426e-02, 4.6471e-04,\n", - " -5.9776e-02, 4.3889e-02, 1.2913e-02, 4.5920e-02, -1.5320e-02,\n", - " -3.5193e-02, -5.8929e-02, 7.4193e-03, -1.8163e-04, -1.0267e-02,\n", - " 1.5405e-02, 2.0184e-02, 4.0796e-03, -1.5596e-02, 1.8059e-02,\n", - " 9.8132e-03, -2.5639e-02, -3.9419e-02, -3.9124e-02, -4.3264e-02,\n", - " 8.3899e-02, -3.2598e-02, 2.8068e-02, -2.0178e-02, 1.0051e-02,\n", - " -2.8135e-02, -3.6558e-02, 2.2010e-02, 2.0954e-02, -1.0334e-02,\n", - " 8.8971e-03, 2.8212e-02, -6.6715e-02, 3.7474e-02, 2.1460e-02,\n", - " -1.5647e-02, 3.5343e-02, -3.2962e-02, -2.1474e-02, -8.3971e-02,\n", - " 6.4572e-02, 3.4832e-02, -8.0240e-02, 3.3343e-02, 3.0641e-02,\n", - " -8.0081e-02, 5.2524e-03, -9.7763e-03, -4.0240e-02, -3.0048e-02,\n", - " 1.1611e-02, 3.0359e-02, -4.9964e-02, -9.5533e-03, -2.3882e-02,\n", - " 1.8626e-02, 3.1076e-02, -2.8956e-02, 8.9075e-04, 1.2022e-02,\n", - " -1.1348e-01, 2.8774e-02, -2.4897e-03, -3.1775e-02, 5.3694e-03,\n", - " -5.5049e-02, 1.7559e-02, -1.5409e-02, -7.1508e-02, 4.7330e-02,\n", - " 1.6682e-02, 1.1172e-02, 4.5701e-02, 1.5628e-02, -3.1049e-02,\n", - " 2.5248e-02, -4.6465e-02, 7.8496e-03, -5.0930e-03, -5.0428e-02,\n", - " -1.1631e-01, -1.0528e-02, 7.3653e-02, -8.1540e-02, 5.3539e-02,\n", - " 1.4288e-02, -3.9082e-02, -1.4117e-02, 5.2567e-02, -3.0875e-02,\n", - " 3.6666e-03, 2.4879e-02, 3.9342e-02, -2.2215e-02, 5.7524e-03,\n", - " 1.6564e-02, 2.3978e-02, 2.2593e-02, -1.6909e-02, -5.2501e-02,\n", - " 4.0561e-02, 2.3099e-02, 1.6978e-02, -1.0553e-02, -3.0434e-03,\n", - " 1.2279e-03, 3.3629e-03, 5.0138e-02, -5.4341e-02, -1.9108e-02,\n", - " 9.4589e-03, -2.4958e-02, -1.0721e-03, 6.2184e-02, -2.6718e-02,\n", - " -3.5827e-02, 1.3325e-02, 1.9591e-02, 3.3563e-02, -3.0726e-02,\n", - " -3.7181e-02, -5.5001e-02, -1.6310e-02, 4.5146e-02, 2.9605e-02,\n", - " 4.2929e-02, -7.2622e-02, 7.6866e-02, 1.6351e-02, -6.9909e-02,\n", - " 1.3670e-02, -1.5051e-02, -7.6326e-03, -3.4489e-02, -9.6903e-03,\n", - " 6.0245e-03, 3.5591e-02, 8.8463e-03, 5.2448e-02, -2.6586e-03,\n", - " 1.4362e-03, -1.8378e-02, 4.4712e-02, -2.6613e-03, -1.2319e-02,\n", - " -1.3705e-02, 6.2081e-03, 2.8958e-02, 1.2483e-01, -2.0615e-02,\n", - " 2.2608e-02, -1.9340e-02, 1.7909e-02, -1.5324e-02, -1.5443e-02,\n", - " 7.1784e-02, 3.7500e-02, -2.2002e-02, 2.1981e-02, -2.8093e-02,\n", - " -3.9746e-03, -3.1899e-02, -7.3583e-04, 1.8395e-02, 1.5110e-02,\n", - " 2.1177e-02, -6.4467e-02, -6.3118e-02, -2.1338e-03, -1.0738e-02,\n", - " 6.5255e-02, -2.8122e-02, 6.8499e-02, -4.4276e-02, 9.3972e-03,\n", - " -3.7623e-03, 1.2524e-02, 3.1410e-03, 9.9651e-05, -1.1524e-02,\n", - " -2.6397e-02, 6.4055e-02, 3.4766e-02, 2.3612e-02, -7.2052e-03,\n", - " -3.3810e-02, -7.8489e-03, -5.2412e-03, 3.5894e-02, 1.7026e-02,\n", - " -1.5733e-03, -8.4395e-03, -5.4472e-02, -1.4355e-02, 3.7700e-02,\n", - " 4.3268e-02, -7.4828e-03, -5.5729e-03, 3.4090e-02, -1.9263e-02,\n", - " -7.6067e-02, 3.2265e-02, -4.4947e-02, 4.3225e-02, 3.1662e-03,\n", - " -2.7786e-02, 5.8743e-02, -1.2443e-02, -1.7314e-02, 7.0499e-03,\n", - " -1.0274e-02, -1.6667e-02, -3.7694e-03, 7.1680e-03, 2.7316e-02,\n", - " 3.3137e-02, -2.7361e-02, 5.6893e-03, 3.0824e-03, -4.4608e-03,\n", - " -2.1742e-02, 1.3567e-02, 3.9650e-02, 2.5170e-02, -2.0057e-02,\n", - " 8.9578e-03, -1.9388e-02, 1.1835e-02, 5.2143e-02, 3.0606e-03,\n", - " -2.5052e-02, -3.6218e-02, -3.0498e-02, 1.9551e-02, 2.3248e-02,\n", - " -5.6564e-03, 7.4358e-03, -2.7215e-02, 3.3683e-02, 2.6620e-02,\n", - " -4.4610e-02, 5.7572e-02, -3.1604e-02, -2.3627e-02, 2.1448e-02,\n", - " 7.4826e-02, 1.9757e-02, -2.5340e-02, -4.6560e-02, 7.0425e-02,\n", - " 3.6600e-02, 6.1359e-02, 2.8134e-02, 2.0915e-02, -3.8265e-02,\n", - " -9.8512e-02, -4.6729e-02, -2.1719e-02, -5.3298e-02, -4.8249e-02,\n", - " 4.7664e-02, 3.4870e-02, -6.3118e-02, 4.6895e-02, 8.7264e-03,\n", - " 3.6550e-03, 3.8573e-02, 1.5227e-02, 2.0382e-02, -3.1078e-02,\n", - " 3.8493e-02, -3.8904e-02, 1.9797e-02, -1.7568e-02, 3.3714e-02,\n", - " 2.1158e-02, 1.4755e-03, -4.0277e-02, -2.2181e-02, 4.5928e-02,\n", - " -3.9831e-02, 1.7957e-02, 2.1303e-02, 3.6688e-02, 9.8751e-03,\n", - " 4.4210e-02, 2.5282e-02, 8.5110e-02, 3.3132e-02, 1.3477e-02,\n", - " -6.1588e-02, -3.9152e-02, -6.1249e-02, -5.5067e-03, 1.6928e-02,\n", - " -8.8260e-03, 2.8438e-02, -2.5177e-02, -1.1409e-02, 2.4568e-02,\n", - " -8.9766e-03, 1.1614e-02, 5.4627e-03, -2.0370e-02, -6.5533e-02,\n", - " 8.9341e-03, -9.5544e-03, -4.2616e-02, -3.4375e-03, 1.0111e-01,\n", - " 2.5815e-02, 1.8628e-02, -2.1954e-02, -4.7797e-02, 6.2480e-02,\n", - " 4.9612e-03, -6.8434e-02, -6.3310e-02, -7.3980e-03, 3.8054e-03,\n", - " 4.2839e-04, 1.1967e-02, -3.4700e-02, 9.2769e-03, 6.2205e-02,\n", - " 1.5765e-02, -5.4350e-02, -1.1647e-02, -3.2354e-02, 1.5515e-02,\n", - " -1.7500e-03, -1.9691e-03, -4.2725e-02, 4.3707e-02, 2.1509e-02,\n", - " -4.5497e-03, 2.8150e-02, -2.1341e-02, -3.6321e-02, 2.9687e-02,\n", - " 4.2727e-02, 2.2152e-02, 4.2795e-02, 3.5837e-02, 9.6598e-02,\n", - " 5.9712e-03, 5.0632e-02, -2.0811e-03, 2.6818e-02, -3.0629e-02,\n", - " 1.3760e-01, -1.4097e-02, -3.7076e-02, 9.3921e-02, -4.3322e-02,\n", - " -3.4324e-02, 5.4981e-02, -4.7629e-02, 7.0833e-02, 1.7546e-02,\n", - " 2.1167e-02, -1.3044e-02, 2.3744e-02, 2.1364e-02, -1.1893e-02,\n", - " 1.1523e-02, -2.5295e-02, 5.4490e-02, -4.5487e-02, 2.5299e-02,\n", - " 3.1280e-02, 5.4161e-03, -7.2364e-02, -5.7143e-02, 2.6617e-02,\n", - " 8.0478e-02, -9.4555e-03, -6.4540e-03, -4.5154e-02, 5.7233e-02,\n", - " -4.3240e-02, -4.7108e-02, 2.2601e-02, 1.0235e-01, 3.2031e-02,\n", - " -4.0476e-03, -3.6157e-04, 4.4914e-03, -3.0613e-02, -4.4907e-02,\n", - " -1.7892e-02, 2.1532e-02, 5.7970e-02, -4.6251e-02, -4.3412e-02,\n", - " 3.6807e-02, -1.4456e-02, -7.5287e-02, 1.9401e-03, 8.2555e-02,\n", - " 3.7524e-02, -4.4795e-03, -7.3578e-02, 1.8694e-02, -9.5478e-03,\n", - " -1.7393e-02, -3.1529e-02, -1.7297e-02, -7.9018e-02, 4.8072e-02,\n", - " 5.8333e-02, -5.3367e-02, -2.4755e-02, -2.4387e-02, 2.6818e-02,\n", - " 4.0837e-02, -1.2251e-02, 1.8094e-02, -2.3803e-02, 1.4613e-02,\n", - " 6.4903e-02, -1.3786e-02, -1.3899e-02, -3.9337e-02, -1.4666e-02,\n", - " -1.1109e-02, -4.4043e-02, 6.9114e-03, -2.7411e-02, -4.7538e-02,\n", - " -1.4882e-02, -3.1888e-02, 3.2904e-02, 8.3559e-02, -2.4537e-02,\n", - " -2.1875e-02, 2.4720e-02, -2.7432e-02, -3.8548e-02, 1.7113e-02,\n", - " -6.7927e-03, -2.0156e-02, -3.4586e-02, 2.7359e-02, -3.1860e-02,\n", - " -3.1545e-02, 7.5282e-02, -1.5417e-02, 2.8683e-02, -5.7584e-02,\n", - " -4.2532e-02, 1.3981e-02, -1.3137e-02, 5.3427e-02, 2.0525e-02,\n", - " 4.0794e-02, 1.8850e-02, 7.0226e-02, 7.7246e-03, 3.5578e-02,\n", - " -3.1588e-02, -9.3457e-03, 1.9679e-02, -1.5787e-02, -2.7081e-02,\n", - " 4.7237e-02, 3.1430e-02, 3.3851e-02, 9.3408e-03, 2.6763e-02,\n", - " -1.6265e-02, 1.1736e-04, 2.4960e-02, -4.3881e-02, -5.3282e-02,\n", - " -1.4752e-02, -1.4754e-02, -1.7534e-02, -8.6470e-02, -5.6863e-02,\n", - " -2.6347e-02, 5.2486e-03, 7.7843e-02, 8.2860e-02, -4.1278e-02,\n", - " 9.1167e-02, 2.1269e-03, -6.5450e-02, -1.3494e-02, -7.1936e-04,\n", - " -7.3792e-03, -4.2810e-02, -3.5779e-03, -1.9401e-02, -2.1825e-02,\n", - " -3.1193e-02, -1.6985e-02, 1.9392e-02, -4.7002e-02, 1.8754e-02,\n", - " 2.8218e-04, 1.0279e-02, -3.2457e-02, 3.6972e-02, -3.5447e-02,\n", - " 1.6364e-02, 2.2258e-02, 1.1818e-02, -9.6817e-03, 8.5271e-03,\n", - " -5.5865e-02, -6.0954e-02, 4.2918e-03, -2.5881e-02, -3.2346e-02,\n", - " 2.5538e-02, -1.3024e-02, -3.9184e-02, -3.0027e-02, -6.1984e-02,\n", - " -1.3559e-02, 3.0840e-02, -1.0358e-02, 1.0155e-02, -4.0098e-02,\n", - " 6.9040e-03, -4.5944e-02, -3.5748e-02, 1.0294e-02, 4.3971e-05,\n", - " 5.4092e-02, -1.9467e-02, 1.3419e-02, 1.6137e-02, -5.0566e-03,\n", - " -3.0796e-02, 3.4840e-02, 3.0833e-02, -2.9789e-02, 7.1727e-03,\n", - " -5.6943e-02, -1.8304e-02, 6.2423e-02, 2.1363e-02, -1.2050e-02,\n", - " -2.4211e-02, -1.2922e-02, -7.7194e-04, -6.0428e-02, -5.0137e-02,\n", - " -3.4469e-03, -3.0698e-03, 5.6597e-02, -1.8726e-02, 2.8393e-02,\n", - " 2.8395e-02, 5.6358e-02, -1.5945e-02, -4.2779e-02, 3.8556e-02,\n", - " -8.2085e-03, -6.2440e-03, -3.7290e-02, -1.2846e-02, -4.0179e-02,\n", - " 5.2332e-02, 5.0167e-02, 7.8664e-02, -2.7305e-03, -4.5874e-03,\n", - " 2.8956e-03, -3.4683e-02, -4.0468e-04, 1.0754e-02, -2.0960e-02,\n", - " 4.8482e-02, 2.1213e-02, -6.5629e-02, 4.4222e-02, 3.2211e-02,\n", - " 9.3537e-03, 1.4696e-03, 2.8208e-02, 4.5527e-02, -5.7067e-02,\n", - " 1.1416e-02, 1.6224e-02, 1.3811e-02, 5.3839e-02, 4.2043e-02,\n", - " 1.6189e-02, -3.2005e-02, 8.8293e-02, -2.0637e-03, 2.7410e-02,\n", - " 2.9377e-02, 4.1529e-02, -4.1723e-02, 4.1841e-02, 1.3697e-02,\n", - " -6.8449e-02, 1.1665e-02, -3.2171e-02, 1.7119e-02, 3.8358e-02,\n", - " 1.3254e-03, -5.5786e-02, -5.3087e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8520, 0.8020, 0.8554, 0.8150, 0.8442, 0.8227, 0.8563, 0.8517, 0.8476,\n", - " 0.8635, 0.8254, 0.8606, 0.8426, 0.8118, 0.8281, 0.9073, 0.8642, 0.8385,\n", - " 0.8235, 0.8600, 0.8387, 0.8405, 0.8271, 0.8326, 0.8258, 0.8467, 0.8510,\n", - " 0.8035, 0.8450, 0.8336, 0.8817, 0.8028, 0.8418, 0.8576, 0.8510, 0.8368,\n", - " 0.8673, 0.8282, 0.8233, 0.8328, 0.8379, 0.8346, 0.8188, 0.8750, 0.8391,\n", - " 0.8413, 1.1254, 0.8492, 0.8118, 0.8285, 0.8939, 0.8430, 0.8605, 0.8560,\n", - " 0.8493, 0.8606, 0.8180, 0.8470, 0.8082, 0.8299, 0.8415, 0.8650, 0.8327,\n", - " 0.8603, 0.8658, 0.8812, 0.8387, 0.8172, 0.8931, 0.8885, 0.8196, 0.8302,\n", - " 0.8447, 0.8454, 0.8261, 0.8812, 0.8591, 0.8650, 0.8281, 0.8417, 0.8359,\n", - " 0.8303, 0.8623, 0.8417, 0.8185, 0.8217, 0.8374, 0.8196, 0.8117, 0.9004,\n", - " 0.8762, 0.8366, 0.8584, 0.8453, 0.8473, 0.8528, 0.8545, 0.8678, 0.8649,\n", - " 0.8712, 0.8332, 0.8691, 0.8300, 0.8504, 0.8626, 0.8236, 0.8181, 0.8370,\n", - " 0.8406, 0.9652, 0.8724, 0.8404, 0.8218, 0.8162, 0.8251, 0.8224, 0.8512,\n", - " 0.8259, 0.8450, 0.8153, 0.8587, 0.8993, 0.8241, 1.2920, 0.8287, 0.8297,\n", - " 0.8681, 0.8488, 0.8393, 0.8451, 0.8472, 0.8094, 0.8018, 0.8529, 0.8470,\n", - " 0.8798, 0.8535, 0.8492, 0.8686, 0.8382, 0.8385, 0.8307, 1.0296, 0.9308,\n", - " 0.8808, 0.8298, 0.8514, 0.8985, 0.8438, 0.8417, 0.8342, 0.8715, 0.8730,\n", - " 0.8460, 0.8054, 0.8398, 0.8586, 0.8332, 0.8217, 0.7981, 0.8342, 0.8277,\n", - " 0.8168, 0.8385, 0.8649, 0.8550, 0.8443, 0.8911, 0.8568, 0.8623, 0.8185,\n", - " 0.8600, 0.8310, 0.8460, 0.8509, 0.8397, 0.8454, 0.8457, 0.8253, 0.8643,\n", - " 1.1840, 0.8535, 0.8279, 0.8479, 0.8503, 0.8324, 0.8675, 0.8430, 0.8236,\n", - " 0.8451, 0.8621, 0.8554, 0.8516, 0.8620, 0.8416, 0.8643, 0.8535, 0.8616,\n", - " 0.8649, 0.8345, 0.8596, 0.8026, 0.8355, 0.8560, 0.8635, 1.2936, 0.8091,\n", - " 0.8206, 0.8587, 0.8788, 0.8294, 0.8213, 0.8474, 0.8747, 0.8431, 0.8346,\n", - " 0.8436, 0.8378, 0.8255, 0.8402, 0.8609, 0.8418, 0.8252, 0.8469, 0.8228,\n", - " 1.0993, 0.8294, 0.8562, 0.8261, 1.0967, 0.8632, 0.8498, 0.8616, 0.8442,\n", - " 0.8458, 0.8609, 0.8296, 0.8142, 0.8627, 0.8550, 0.8378, 0.8412, 0.8500,\n", - " 0.9119, 0.8637, 0.8188, 0.8246, 0.8469, 0.8447, 0.8039, 0.8527, 0.8527,\n", - " 0.8055, 0.8358, 0.8419, 0.8348, 0.8158, 0.8385, 0.8372, 0.8460, 0.8587,\n", - " 0.8313, 0.8400, 0.8633, 0.8494, 0.8659, 0.8852, 0.8484, 0.8725, 0.8815,\n", - " 0.8591, 0.8487, 0.8529, 0.9536, 0.8555, 0.8516, 0.8515, 0.8438, 0.8383,\n", - " 0.8323, 0.8229, 0.8680, 0.8332, 0.8290, 0.8668, 0.8555, 0.8582, 0.9376,\n", - " 0.8376, 0.8351, 0.8133, 0.8465, 0.8208, 0.8636, 0.8641, 0.8529, 0.8250,\n", - " 0.8188, 0.8456, 0.8390, 0.8307, 0.8390, 0.8566, 0.8196, 0.7716, 0.8295,\n", - " 0.8440, 0.8294, 1.6117, 0.8321, 0.8725, 0.8724, 0.8583, 0.8386, 0.8363,\n", - " 0.7997, 0.7855, 0.8234, 0.8731, 0.8391, 0.8603, 0.8488, 0.8502, 0.8635,\n", - " 0.8604, 0.8325, 0.8267, 0.9433, 0.8411, 0.8297, 0.8507, 0.8619, 0.8198,\n", - " 0.8596, 0.9341, 0.8629, 0.8587, 0.8290, 0.8592, 0.8635, 0.8309, 0.7260,\n", - " 0.8483, 0.8215, 0.8450, 0.8619, 0.8555, 0.8625, 0.8018, 0.8728, 0.8412,\n", - " 0.8330, 0.9033, 0.8347, 0.8568, 0.8650, 0.8478, 0.8590, 0.8300, 0.8117,\n", - " 0.9446, 0.8524, 0.8504, 0.8431, 0.8505, 0.8232, 0.8646, 0.8924, 0.8613,\n", - " 0.8237, 0.8907, 0.8542, 0.8381, 0.8493, 0.9394, 0.8559, 0.8457, 0.8347,\n", - " 0.8384, 0.8523, 0.8497, 0.7008, 0.8630, 0.8686, 0.8991, 0.8517, 0.8630,\n", - " 0.8588, 0.8568, 0.8810, 0.8367, 0.8362, 0.8216, 0.8617, 0.8304, 0.7871,\n", - " 0.8425, 0.8594, 0.8298, 0.8511, 0.8365, 0.8434, 0.8607, 0.8294, 0.8358,\n", - " 0.8798, 0.8147, 0.8358, 0.8634, 0.8583, 0.8488, 0.8582, 0.8690, 0.8204,\n", - " 0.8500, 0.8367, 0.8347, 0.8550, 0.8554, 0.8579, 0.8344, 0.8463, 0.8962,\n", - " 0.8290, 0.8439, 0.8604, 0.8367, 0.7990, 0.8059, 0.8492, 0.8747, 0.8827,\n", - " 0.8564, 0.8559, 0.8367, 0.8087, 0.8446, 0.8243, 0.8188, 0.8481, 0.8595,\n", - " 0.8728, 0.8444, 0.8342, 0.8165, 0.9047, 0.8274, 0.8475, 0.8678, 0.8303,\n", - " 0.8312, 0.8790, 0.8942, 0.8525, 0.8330, 0.8378, 0.8249, 0.8349, 0.8707,\n", - " 0.8478, 0.8532, 0.8067, 0.8345, 0.8687, 0.8831, 0.8205, 0.8745, 0.8849,\n", - " 0.8116, 0.8607, 1.0646, 0.8105, 0.8714, 0.8553, 0.8233, 0.8396, 0.8215,\n", - " 0.8131, 0.8671, 0.8644, 0.8547, 0.8483, 0.8177, 0.8354, 0.8391, 0.8526,\n", - " 0.8758, 0.8899, 0.8336, 0.8404, 0.8413, 0.8585, 0.8640, 0.8350, 0.8547,\n", - " 0.8350, 0.8335, 0.8430, 0.8507, 0.8385, 0.8965, 0.8858, 0.8368, 0.8680,\n", - " 0.8462, 0.8884, 0.8296, 0.8275, 0.8526, 0.8689, 0.8584, 0.8190, 0.8756,\n", - " 0.8311, 0.9045, 0.8605, 0.8543, 0.8210, 0.8476, 0.8063, 0.8726, 0.8491,\n", - " 0.8436, 0.8547, 0.8466, 0.8363, 1.0828, 0.8279, 0.8633, 0.8279, 0.8396,\n", - " 0.8248, 0.8555, 0.8601, 0.8649, 0.9414, 0.8409, 0.8382, 0.8422, 0.7070,\n", - " 0.8349, 0.8393, 0.8890, 0.8678, 0.8809, 0.8638, 0.8489, 0.8288, 0.8630,\n", - " 0.8506, 0.8118, 0.8649, 0.8647, 0.8499, 0.8278, 0.8581, 0.7798, 0.8732,\n", - " 0.8623, 0.8570, 0.8415, 0.8307, 0.8156, 0.8518, 0.8377, 0.8572, 0.8434,\n", - " 0.8699, 0.8062, 0.8603, 0.8478, 0.8088, 0.8536, 0.8418, 0.8255, 0.8336,\n", - " 0.8214, 0.8632, 0.8536, 0.8572, 0.8295, 0.8693, 0.8435, 0.8618, 0.8350,\n", - " 0.8450, 0.8762, 0.8235, 0.8998, 0.8017, 0.8178, 0.8160, 0.8456, 0.8700,\n", - " 0.8464, 0.8341, 0.8547, 0.8416, 0.8600, 0.8253, 0.8222, 0.8422, 0.8318,\n", - " 0.8716, 0.8259, 0.8703, 0.8493, 0.8493, 0.8867, 0.8211, 0.8444, 0.8451,\n", - " 0.8555, 0.8471, 0.8320, 0.8377, 0.8427, 0.8544, 0.8529, 0.8680, 0.8911,\n", - " 0.8428, 0.8413, 0.8471, 0.8487, 0.8346, 0.8576, 0.8398, 0.8257, 0.8380,\n", - " 0.8574, 0.8316, 0.8696, 0.8554, 0.8419, 0.8407, 0.8487, 0.8443, 0.8418,\n", - " 0.8603, 0.8382, 0.8771, 0.8511, 0.8505, 0.8360, 0.8882, 0.8473, 0.9015,\n", - " 0.8756, 0.8869, 0.8460, 0.8616, 0.8442, 0.8155, 0.8514, 0.8648, 0.8657,\n", - " 0.8804, 0.8519, 0.8621, 0.8479, 0.8607, 0.8232, 0.8773, 0.8574, 0.8427,\n", - " 0.8494, 0.9454, 0.8615, 0.8602, 0.9206, 0.8314, 0.8427, 0.8468, 0.8528,\n", - " 0.8728, 0.8320, 0.8267, 0.8138, 0.8464, 0.8511, 0.8437, 0.8251, 0.8903,\n", - " 0.8346, 0.8762, 0.8286, 0.8463, 0.8644, 0.8704, 0.8401, 0.8421, 0.8382,\n", - " 0.8371, 0.8343, 0.8397, 0.8621, 0.8402, 0.8429, 0.8619, 0.8596, 0.8597,\n", - " 0.8786, 0.8325, 0.8564, 0.8275, 0.8584, 0.8863, 0.8499, 0.8511, 0.8212,\n", - " 0.8188, 0.8686, 0.8701, 0.8482, 0.8704, 0.8937, 0.8291, 0.8391, 0.8516,\n", - " 1.5371, 0.8554, 0.8568, 0.8563, 0.8404, 0.8409, 0.8398, 0.8875, 0.8691,\n", - " 0.8495, 0.8180, 0.8389, 0.8536, 0.6582, 0.8556, 0.8524, 0.8522, 0.8569,\n", - " 0.8311, 0.8471, 0.8558, 0.8501, 0.8438, 0.8706, 0.8647, 0.8470, 0.8286,\n", - " 0.8387, 0.8455, 0.8571, 0.9022, 0.8090, 1.0631, 0.8578, 0.8398, 0.8367,\n", - " 0.9711, 0.8156, 0.8653, 0.8613, 0.7998, 0.7831, 0.8282, 0.8466, 0.8523,\n", - " 0.8346, 0.8365, 0.8424], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.1344e-02, 1.2080e-02, -4.6364e-02, -3.0130e-02, 7.9443e-02,\n", - " 5.0981e-02, 1.1908e-02, -2.0652e-02, -1.0936e-01, -1.1688e-01,\n", - " -8.6071e-02, 2.6358e-02, -1.1645e-01, 1.5676e-02, -3.1420e-02,\n", - " 3.6622e-02, 5.6841e-02, 4.6632e-02, -8.3829e-03, -7.8806e-02,\n", - " -2.4978e-02, -3.3134e-02, 6.8759e-02, 3.2692e-02, 3.3648e-02,\n", - " -2.8723e-02, 8.5249e-03, -5.7247e-02, -1.0357e-01, -1.4365e-02,\n", - " 6.1772e-02, -7.3953e-02, -3.5921e-04, -3.0949e-02, -1.3592e-01,\n", - " -7.2458e-02, -5.0496e-02, -1.5356e-02, -5.2733e-02, -1.0026e-01,\n", - " -1.4037e-01, -6.2274e-02, -7.1671e-02, -1.5139e-02, -8.2626e-02,\n", - " -4.7771e-02, -1.4454e-01, 3.6936e-02, -7.9435e-02, -3.5952e-02,\n", - " -1.0434e-01, 7.1274e-02, 3.2480e-02, 6.3918e-02, 2.8611e-02,\n", - " -1.6015e-02, -1.3967e-01, -1.6648e-02, -6.6715e-02, -7.7961e-02,\n", - " -8.4401e-03, 4.0578e-02, 1.0819e-01, -4.4659e-02, 1.1845e-02,\n", - " 5.9508e-02, 1.6610e-02, 1.8677e-02, -1.1001e-01, -1.2207e-01,\n", - " -1.0786e-01, -9.6549e-02, -6.1122e-02, -3.2128e-02, -7.1845e-02,\n", - " -1.2359e-01, -2.4683e-02, -1.9532e-02, 1.5631e-02, 9.3122e-02,\n", - " -7.1852e-02, -2.3720e-02, -3.4551e-02, -2.2903e-02, -4.2727e-02,\n", - " -8.6009e-02, -9.0888e-02, 9.3918e-02, -5.9314e-02, 7.0650e-02,\n", - " -1.0035e-01, 1.4553e-02, 1.3380e-02, 1.0654e-01, 7.3451e-03,\n", - " -1.3439e-01, 1.1810e-01, -7.5076e-02, -3.9675e-02, -1.2730e-02,\n", - " -9.3441e-02, -7.8124e-02, 5.0937e-03, -4.6052e-02, -1.3498e-01,\n", - " -9.7142e-02, -7.0380e-02, -9.0184e-02, -5.4622e-02, -1.1805e-02,\n", - " -9.8805e-02, 9.0518e-03, -6.6125e-02, -7.6516e-02, -1.6316e-01,\n", - " 9.1859e-02, 6.8594e-02, -1.1347e-01, -9.3453e-02, -1.6409e-02,\n", - " 4.9831e-02, 5.9697e-02, -2.5936e-02, 3.3220e-01, -1.5791e-02,\n", - " -4.6808e-02, 1.6120e-03, 5.4064e-02, -1.0811e-01, -1.0923e-01,\n", - " -2.3789e-02, 1.1774e-01, -2.7513e-03, -1.0053e-01, -6.7293e-02,\n", - " -1.4769e-01, -5.7897e-02, -1.0835e-01, -3.9113e-03, -3.5699e-02,\n", - " -5.1963e-02, -9.8398e-02, -8.2750e-02, -6.5031e-02, -5.8932e-02,\n", - " -3.8372e-02, -3.2102e-02, -1.0399e-01, -2.4155e-02, -6.1841e-02,\n", - " -5.7919e-02, 1.0234e-03, -1.5286e-01, -1.6116e-01, -6.3931e-02,\n", - " 5.4084e-02, 6.7514e-02, -4.2360e-02, -9.1926e-02, -3.0753e-02,\n", - " 3.0540e-02, -6.8048e-02, -6.3836e-02, -1.0519e-01, 3.6709e-02,\n", - " 2.3915e-02, 8.1677e-02, 6.4061e-02, -1.0920e-01, 6.5083e-02,\n", - " -7.1140e-02, -9.0670e-02, 5.8689e-02, -7.2455e-02, -8.5068e-02,\n", - " -6.9670e-02, 6.7066e-02, 2.5771e-02, 6.9231e-02, -1.5279e-02,\n", - " -6.2065e-01, 4.2855e-02, -1.0108e-01, 1.4958e-02, -5.1842e-02,\n", - " -2.9548e-02, 1.2663e-01, -1.9485e-02, -1.4611e-02, -7.0454e-02,\n", - " -1.5010e-01, -1.1479e-01, -2.0274e-02, -4.6186e-02, 3.7312e-02,\n", - " -4.6845e-03, -1.1243e-01, 5.7662e-03, -4.8168e-02, 4.1642e-02,\n", - " -1.2994e-01, -1.0522e-01, 5.8554e-02, -7.5463e-02, -1.3078e-01,\n", - " 3.4147e-02, 3.6588e-02, -4.6127e-02, -3.3408e-02, 3.4817e-03,\n", - " -4.2363e-02, -4.2850e-02, 6.9876e-02, -4.7035e-02, 3.6683e-02,\n", - " 2.3717e-02, -5.6663e-02, -2.3482e-02, 2.2695e-03, -7.1891e-02,\n", - " 3.4086e-02, -3.9050e-02, -5.4687e-02, -1.0103e-02, -4.6291e-02,\n", - " -1.3215e-01, -4.2017e-03, -6.4696e-02, 7.4318e-02, -3.7038e-02,\n", - " -7.4783e-02, 3.7466e-03, -4.4902e-02, -5.4526e-02, -3.2154e-02,\n", - " -6.9844e-02, -1.7045e-02, -9.5056e-02, 5.8156e-02, -1.0002e-01,\n", - " -2.9361e-03, 5.3961e-02, -1.5724e-02, 1.2291e-01, -7.9840e-02,\n", - " -6.2188e-02, -3.2282e-02, 8.2793e-03, -1.1508e-01, -1.4068e-01,\n", - " -5.5942e-02, -1.2841e-01, -4.0451e-02, -4.0718e-02, -6.1471e-02,\n", - " -8.3071e-02, -1.5063e-02, -2.3455e-02, 1.1974e-02, 7.6468e-02,\n", - " -6.5692e-02, -1.8200e-02, -1.4435e-02, -6.2212e-02, -1.2290e-01,\n", - " -1.7033e-01, -2.5049e-02, -9.7031e-02, 7.9129e-03, -3.5679e-02,\n", - " -6.2448e-03, 5.5563e-02, -9.0274e-02, 3.9126e-02, -1.1295e-01,\n", - " -5.1131e-02, 5.9279e-03, -9.5505e-03, -6.1520e-02, -2.4447e-02,\n", - " -1.8512e-02, 8.4790e-02, -9.8691e-02, -8.7056e-02, -1.1217e-01,\n", - " -1.5344e-01, 5.8255e-02, -1.4153e-01, -7.1881e-03, -1.1657e-03,\n", - " -7.4974e-02, 4.0591e-02, -8.0208e-02, 3.8199e-02, -5.8486e-04,\n", - " 5.0867e-02, 3.5725e-03, -1.4645e-02, -2.7721e-04, -5.1357e-02,\n", - " -5.7399e-02, -8.0470e-03, -6.7928e-02, 2.5977e-02, -1.1493e-01,\n", - " -2.4930e-02, -1.7211e-02, -1.4713e-01, -2.2575e+00, 3.7316e-02,\n", - " -1.8979e-02, -1.0595e-01, -1.0567e-02, -7.6957e-02, 2.2319e-02,\n", - " -1.2596e-01, -5.9056e-02, 3.7224e-02, 1.6287e-02, -6.8733e-02,\n", - " -4.9052e-02, 4.2215e-02, -6.1539e-03, -9.2575e-02, -2.2745e-02,\n", - " -4.3827e-02, 1.5006e-02, 2.1218e-02, -5.9763e-02, -1.6321e-01,\n", - " -1.3407e-01, 7.0248e-02, -2.2305e-02, 4.9774e-02, -7.5658e-02,\n", - " -5.4044e-02, -1.0192e-01, -7.0567e-02, -4.1365e-02, -1.0061e-01,\n", - " -1.5344e-02, -2.0617e-02, -7.9850e-02, -9.0090e-02, -1.2089e-03,\n", - " -1.7109e-02, -1.2406e-01, -1.1144e-01, -1.0369e-01, -7.0175e-02,\n", - " -5.0133e-02, -1.3557e-02, 1.6262e-01, -9.9455e-02, -7.2051e-02,\n", - " -1.1553e-01, 3.9777e-03, 5.5598e-02, -1.8694e-02, -9.6043e-04,\n", - " 6.9841e-02, -7.7826e-02, 5.5478e-02, -4.6886e-02, -7.8571e-03,\n", - " -1.7885e-02, -1.2144e-01, 3.0650e-02, 5.2436e-03, -8.6549e-02,\n", - " -1.2067e-01, -1.2578e-01, -3.0886e-02, -1.4648e-01, -1.3343e-01,\n", - " -9.9811e-02, 1.0904e-01, 5.2390e-02, -6.2593e-02, 7.3330e-02,\n", - " -8.2041e-02, -2.8029e-01, -1.3285e-02, -1.2791e-01, 2.9784e-02,\n", - " -4.9950e-02, 1.3312e-02, -2.3558e-04, -1.0833e-01, -9.1062e-02,\n", - " -3.6797e-02, 4.6885e-02, -8.6031e-03, -7.7853e-02, -4.7832e-02,\n", - " 2.6897e-02, -4.3142e-02, -8.8117e-02, 1.3069e-02, -7.0432e-02,\n", - " -3.8987e-02, -9.9468e-02, 4.2137e-02, 2.7479e-02, -6.7665e-02,\n", - " -4.4414e-02, 7.5395e-03, -2.0309e-03, 4.0419e-02, -1.4872e-01,\n", - " -8.2230e-02, -6.8386e-02, -6.8401e-02, -4.1047e-02, -8.8755e-02,\n", - " 5.6166e-02, 5.6017e-02, -5.5956e-02, 2.1983e-02, -2.2961e-02,\n", - " -7.1032e-03, -7.5360e-02, 6.5075e-02, -9.5735e-02, 4.0330e-02,\n", - " 7.4802e-02, 8.9258e-03, 2.9245e-02, -1.5354e-02, 6.8174e-02,\n", - " -1.0322e-01, -2.5460e-03, -1.0041e-01, -1.2218e-02, -8.0847e-02,\n", - " -6.2028e-02, 6.3530e-02, 8.3978e-03, -5.7599e-02, -1.0613e-01,\n", - " -2.3226e-02, 5.4509e-02, 1.6102e-02, -4.9709e-02, -1.4171e-01,\n", - " -1.9604e-01, -9.9754e-02, -9.7179e-02, -8.0188e-02, 3.6264e-02,\n", - " 3.3763e-02, -1.4644e-02, 1.3093e-01, 8.6540e-03, 2.5184e-02,\n", - " 1.3682e-02, -9.1370e-02, -6.9037e-04, -2.6415e-02, -6.0097e-02,\n", - " -3.5762e-03, -4.9125e-02, -8.7560e-02, 5.8042e-02, 8.4096e-02,\n", - " 3.6079e-03, -5.9528e-02, -7.0748e-02, 3.0864e-02, -1.0618e-01,\n", - " -8.6109e-02, -4.3467e-02, -7.9412e-03, 1.1864e-01, -8.4393e-02,\n", - " -6.7752e-02, -1.3682e-02, 1.3190e-01, -4.1765e-02, -9.5315e-02,\n", - " -8.5517e-02, -1.0381e-02, 7.4308e-03, 2.5057e-02, -1.2178e-01,\n", - " -1.0872e-01, -3.0953e-02, -6.2515e-03, -6.9138e-02, -1.0413e-01,\n", - " -9.2249e-02, -8.9106e-03, 1.4600e-01, -1.2124e-01, -8.7356e-02,\n", - " -1.2041e-01, -1.1749e-01, -3.5789e-02, 3.8827e-02, -8.9954e-03,\n", - " -2.3699e-02, -7.3208e-02, -8.5094e-02, -1.4362e-01, -5.3073e-02,\n", - " 1.5437e-02, -8.0135e-02, 1.2968e-02, -2.8527e-02, -1.8904e-02,\n", - " -1.3154e-01, 3.9962e-02, 7.3063e-02, -2.0348e-01, 3.3176e-02,\n", - " -4.0622e-02, -7.5475e-02, 6.5075e-02, -1.1102e-01, -6.7218e-02,\n", - " -7.5741e-02, 2.4920e-02, -1.2435e-02, -1.9510e-02, -1.4103e-02,\n", - " -6.3889e-02, 1.4682e-01, -1.2999e-01, -4.1460e-02, -1.1495e-01,\n", - " -1.9698e-02, -1.1444e-01, -3.0427e-02, 4.8089e-02, -6.2266e-02,\n", - " -7.7924e-02, 2.4362e-04, -1.4317e-01, -3.6246e-02, -1.2393e-01,\n", - " 4.1629e-02, 8.1272e-02, -8.8061e-02, -7.7921e-02, -8.0148e-02,\n", - " -9.8167e-02, -8.5414e-02, -1.5176e-02, 1.9671e-02, 5.1377e-02,\n", - " -1.5865e-02, -1.1811e-01, -7.8402e-02, 2.3705e-02, 2.9540e-02,\n", - " -8.7734e-02, -8.4668e-02, 9.9336e-02, -4.6445e-02, -1.6185e-01,\n", - " -1.3077e-01, -4.2604e-02, 5.8688e-02, 1.1358e-02, -1.2765e-01,\n", - " -6.1923e-02, -8.4753e-02, -3.0332e-02, -6.0014e-04, -7.5688e-02,\n", - " -1.0452e-01, -8.2666e-03, 4.5868e-02, -3.2654e-02, -4.4266e-02,\n", - " -5.2327e-02, 8.4792e-02, -7.2354e-02, 2.3774e-02, -3.6025e-02,\n", - " -1.1545e-01, -2.8853e-02, -2.0315e-02, 2.3356e-02, -5.5108e-02,\n", - " -3.2399e-02, 1.0912e-01, -1.3768e-01, -9.9473e-02, -1.2217e-02,\n", - " -9.2016e-02, -3.4299e-02, 1.1813e-02, -2.0268e-01, -1.2499e-02,\n", - " 3.3174e-02, -1.0902e-01, -2.4698e-02, -1.8718e-02, -1.3656e-02,\n", - " -1.8760e-02, -5.9220e-02, -2.1743e-02, -5.2343e-02, 6.8899e-02,\n", - " 3.8413e-02, -1.1812e-01, 4.0992e-02, -8.7708e-02, 6.0118e-02,\n", - " 1.1129e-01, -2.3863e-03, -2.4479e-02, 5.5275e-02, -4.8966e-02,\n", - " -1.3996e-01, -1.2337e-01, 5.8795e-03, 1.5241e-02, -1.1743e-01,\n", - " 2.0023e-02, -1.0781e-02, -8.2880e-02, -6.0243e-02, 9.4822e-03,\n", - " -1.2696e-01, 4.8240e-03, -6.5649e-02, 6.8928e-03, -5.0116e-02,\n", - " 8.7673e-02, 3.1290e-02, -2.8279e-02, 1.1816e-02, -7.9418e-03,\n", - " 3.5138e-02, -3.7828e-02, 1.0395e-01, 5.2070e-02, 1.1879e-02,\n", - " -3.6229e-02, 5.4177e-02, -1.7798e-01, -9.3546e-02, 3.3682e-02,\n", - " -1.0662e-01, -3.3063e-02, 2.0191e-02, 5.7537e-02, -1.8093e-02,\n", - " -9.0532e-02, 9.5468e-02, -7.4289e-02, -2.5821e-02, -2.6561e-02,\n", - " -4.5162e-02, 2.9504e-02, -3.1473e-02, 2.8452e-02, -2.9851e-02,\n", - " -2.8579e-02, -9.0557e-02, 5.2943e-03, -5.8344e-02, 4.7541e-02,\n", - " -2.5308e-02, -1.0288e-01, -4.9240e-02, -5.8421e-02, 1.6592e-02,\n", - " 1.2111e-01, -5.4313e-02, -8.1466e-02, -4.9400e-02, 7.0303e-03,\n", - " -4.2782e-02, -4.3525e-02, -8.5807e-03, 6.2815e-02, 5.9304e-02,\n", - " -1.0129e-01, -6.6303e-02, -7.5956e-03, -6.3686e-02, -2.5517e-02,\n", - " -2.0086e-02, -6.0147e-02, -2.3865e-02, -3.3763e-02, -7.4924e-02,\n", - " -1.3382e-01, -1.6790e-01, -1.3245e-01, -3.7097e-02, 2.2390e-02,\n", - " -1.0047e-01, -8.1847e-02, -7.7880e-02, 5.0404e-02, -1.4665e-01,\n", - " 5.9582e-02, -1.1912e-02, -1.1096e-01, -1.0069e-01, 6.5853e-02,\n", - " 1.5271e-02, 4.4003e-02, 1.9579e-02, 4.8464e-02, 6.3348e-02,\n", - " -6.8227e-02, 3.1810e-02, -3.2205e-02, 8.8901e-02, -5.0658e-02,\n", - " -1.0127e-01, -1.6246e-01, 1.6157e-02, -4.4182e-02, -6.6988e-02,\n", - " -5.1723e-01, 1.4864e-02, -7.6332e-02, -7.5355e-03, 2.3505e-02,\n", - " -4.6339e-02, -1.4055e-02, -1.6824e-01, 7.3489e-03, -3.3287e-02,\n", - " -6.3824e-04, 5.9921e-03, -8.3247e-02, 9.5896e-02, 3.1140e-02,\n", - " -5.0645e-02, -1.2309e-01, 2.1778e-02, -8.4379e-02, -7.0738e-02,\n", - " -8.9048e-02, -4.2593e-02, -1.2673e-01, -1.4987e-01, 8.0047e-02,\n", - " 7.0084e-03, -8.5599e-02, -6.0880e-02, -5.7156e-02, -8.4430e-03,\n", - " -6.1077e-02, -9.3670e-02, -6.0107e-02, -5.3923e-02, -5.4385e-02,\n", - " -1.1415e-01, -1.8597e-01, -2.0845e-02, -4.5953e-02, 1.9309e-02,\n", - " 9.4666e-02, -1.1881e-01, -4.2700e-03, -1.2863e-01, -4.4709e-02,\n", - " -4.3273e-02, 5.3781e-02, 2.5261e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0976, -0.0618, -0.0515, ..., -0.1151, -0.0466, -0.1224],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.5741e-02, 4.2078e-02, 1.2011e-02, 2.2932e-03, 5.5518e-02,\n", - " 4.5913e-02, 2.2022e-02, -5.5168e-02, -2.1741e-02, -1.0107e-01,\n", - " -9.8937e-02, 5.2764e-02, -7.3483e-02, 8.6208e-02, 6.0888e-02,\n", - " 1.2144e-01, 1.0733e-02, 4.1013e-03, 2.8674e-02, -3.3970e-02,\n", - " 2.2772e-02, -6.7903e-03, 4.9564e-03, 1.4364e-02, 2.9709e-02,\n", - " -6.4162e-03, 5.6278e-02, 6.3540e-02, -1.5162e-02, -1.7254e-02,\n", - " -2.8550e-04, 4.7133e-02, 3.4972e-02, -7.6128e-02, 2.4526e-02,\n", - " -2.5571e-02, -3.0283e-02, -5.3822e-03, 2.4152e-02, -5.9109e-02,\n", - " -4.5285e-03, -1.7886e-02, -4.1091e-02, 1.0376e-02, 4.9845e-02,\n", - " 4.7674e-02, -8.8754e-02, 7.5486e-02, -1.0166e-01, -7.9692e-02,\n", - " 4.3310e-03, 5.8896e-02, 7.9482e-02, 2.7634e-03, -2.2596e-02,\n", - " 6.1754e-02, -2.9951e-02, 6.2471e-02, 3.7189e-02, 4.2943e-02,\n", - " -1.5058e-02, -2.4581e-02, 6.8931e-02, -8.8080e-03, -2.2560e-02,\n", - " -5.4985e-02, 5.4128e-02, 7.5724e-02, 2.8788e-02, 4.6660e-02,\n", - " -4.4814e-03, 3.1812e-02, -3.7511e-02, -8.0002e-02, 1.0749e-01,\n", - " -6.5850e-02, 4.5588e-02, 2.3601e-02, 5.3216e-02, 8.7131e-02,\n", - " 7.3938e-02, -3.2171e-02, 2.5774e-02, 9.8898e-03, 2.4024e-03,\n", - " -6.3372e-02, -9.0037e-02, -3.0310e-02, -1.5730e-02, 9.7426e-02,\n", - " -7.6012e-02, -5.0295e-03, 8.4208e-02, 5.3904e-02, 3.9876e-02,\n", - " -1.5031e-01, 1.3342e-02, 5.5709e-03, 8.6004e-02, -3.2644e-02,\n", - " -6.3840e-02, -4.0073e-02, 1.4759e-03, -2.9463e-03, -1.3734e-01,\n", - " -7.9349e-02, -5.9826e-02, -7.3977e-02, -7.9907e-02, -9.2668e-02,\n", - " -2.6027e-02, 2.4271e-02, -9.1017e-02, 1.4410e-02, -5.3724e-02,\n", - " 1.5609e-02, 4.0855e-02, 4.5932e-02, -4.2466e-02, -3.3923e-02,\n", - " 5.1573e-02, 1.4564e-01, 3.8452e-02, -3.4191e-03, 4.3361e-02,\n", - " 3.6211e-02, 5.3221e-02, -2.2619e-02, -1.5577e-02, -7.8316e-02,\n", - " -1.2720e-02, 6.6331e-02, 7.5486e-03, -5.7261e-03, -1.3333e-02,\n", - " -8.1408e-02, 4.1948e-02, 1.4382e-02, 8.5527e-02, -3.4351e-02,\n", - " -5.0566e-02, -4.0421e-02, -1.1631e-01, 3.7037e-02, 6.9312e-02,\n", - " 6.3102e-03, -7.9192e-02, -1.0396e-01, -9.4308e-02, 1.1846e-01,\n", - " -6.8122e-02, 6.9707e-02, 8.7248e-03, 7.6877e-04, -4.4632e-02,\n", - " 8.9779e-02, -5.9622e-03, 3.3064e-02, -1.0618e-02, 2.4632e-02,\n", - " 4.5643e-02, -7.5217e-03, 5.2801e-02, -3.7286e-02, 2.0312e-03,\n", - " 2.8662e-02, 3.2067e-02, -1.7333e-02, 4.4542e-02, 3.4369e-02,\n", - " -7.0471e-02, -4.3833e-03, -2.4420e-02, -5.7783e-02, -2.8720e-02,\n", - " -1.1356e-02, -2.3630e-03, -2.0051e-03, -7.4737e-02, -8.6264e-03,\n", - " -1.6157e-01, 3.9566e-03, -3.2327e-02, -5.7044e-02, -6.0499e-02,\n", - " 2.5157e-02, 5.5642e-02, -2.2992e-02, 7.6248e-02, 1.8392e-02,\n", - " 4.4709e-02, -9.9869e-02, 5.4718e-02, -4.5948e-04, 6.2032e-02,\n", - " -7.7357e-02, 1.8792e-02, 4.1057e-02, 6.4767e-02, 4.7432e-02,\n", - " -9.0086e-02, -2.4933e-02, 4.9760e-02, -9.5229e-02, 2.1131e-02,\n", - " 1.2652e-01, 2.1365e-02, 3.0726e-02, 3.9724e-02, 2.1305e-02,\n", - " 1.0902e-02, -5.3310e-02, -5.6873e-03, 1.0282e-02, 9.9563e-02,\n", - " -8.4239e-02, -2.7006e-02, -1.1546e-01, 4.0102e-02, -8.9660e-02,\n", - " 4.6134e-02, 4.1681e-02, 9.0483e-04, 4.2167e-03, 7.7366e-03,\n", - " 5.3710e-02, 2.2877e-02, -3.4592e-02, 4.5413e-02, -9.4250e-02,\n", - " -5.7224e-02, 1.9963e-02, 3.3544e-02, 2.6429e-02, 4.3978e-02,\n", - " 7.0906e-02, -1.4172e-02, 3.1707e-02, 1.1556e-01, 2.2510e-02,\n", - " 1.3776e-01, 3.4043e-03, 1.9217e-02, 9.7301e-02, -9.2280e-02,\n", - " -1.0608e-02, 5.2683e-02, -1.4630e-03, -2.5501e-02, 1.8408e-02,\n", - " -1.0153e-02, -5.9191e-02, -6.9154e-04, -5.0810e-02, -5.9029e-03,\n", - " -3.4107e-02, -8.1468e-02, -4.7834e-02, 5.1254e-02, 1.1035e-01,\n", - " -7.3325e-02, -2.8772e-02, -2.7043e-02, -1.8885e-02, 5.3347e-02,\n", - " -7.9410e-03, -7.5070e-02, -4.7684e-02, 5.5057e-02, 8.8665e-02,\n", - " 7.7637e-02, 1.4622e-02, 7.4473e-03, -1.2827e-01, 2.7860e-02,\n", - " 9.5059e-02, 6.5501e-03, -1.1090e-02, -5.4270e-02, -2.4547e-02,\n", - " 7.8927e-03, 2.2875e-02, 3.0793e-03, -1.2587e-02, -7.1923e-02,\n", - " -3.4396e-02, 7.3324e-02, -8.3631e-02, -6.4532e-02, 8.5521e-02,\n", - " 4.4709e-02, -1.5898e-02, -2.5457e-02, 1.0278e-01, 3.4183e-02,\n", - " 6.7814e-03, 3.5959e-03, 7.0658e-02, -4.9623e-02, -3.2984e-03,\n", - " 2.4855e-03, 4.9145e-02, -9.1689e-03, 1.4704e-02, 2.1152e-02,\n", - " -8.3013e-02, -7.5539e-02, -7.5281e-02, -5.7309e-01, -6.0819e-02,\n", - " -8.5979e-02, -1.9025e-02, 4.4833e-02, -2.6851e-02, -1.3231e-02,\n", - " -1.7288e-02, -3.0165e-02, 3.5889e-02, -5.5218e-02, 4.3945e-02,\n", - " -4.3719e-02, 9.3420e-03, 3.9414e-02, 6.3030e-02, -8.1831e-02,\n", - " -3.7091e-02, 3.6320e-02, 1.1276e-01, -1.1581e-02, -5.2862e-02,\n", - " -1.2598e-02, -3.1647e-02, 4.8075e-03, 1.4833e-02, -6.5028e-02,\n", - " -7.6895e-03, -7.3512e-02, -2.5486e-02, -4.1813e-02, 1.5875e-04,\n", - " 2.7444e-02, -7.8871e-02, 6.8268e-02, -6.3687e-03, 2.2613e-02,\n", - " -3.2094e-02, 4.0743e-02, 2.3803e-02, -4.9665e-02, -3.8302e-03,\n", - " 1.7203e-03, -6.6815e-02, 2.7893e-02, 2.8895e-02, 1.1447e-02,\n", - " -2.9330e-02, -2.4495e-02, 7.2686e-02, -6.2831e-02, -3.8198e-02,\n", - " 5.3170e-02, -2.2470e-03, 1.3094e-02, -2.8768e-03, -5.7709e-02,\n", - " 1.2637e-02, 3.5921e-02, 7.7178e-02, -1.2786e-02, 6.8424e-02,\n", - " 4.2647e-02, -3.6230e-02, 6.6335e-02, 1.8345e-02, 5.5026e-02,\n", - " -1.6044e-02, 9.5089e-02, -5.7743e-02, -3.9953e-03, -5.6321e-02,\n", - " 1.7654e-02, -1.1355e-01, -2.0111e-02, -1.2025e-02, -2.2342e-02,\n", - " -3.8111e-02, -1.8493e-02, 4.7788e-02, -1.1700e-01, 2.9329e-02,\n", - " 1.0777e-01, 8.1691e-02, 1.0103e-02, -3.9286e-02, 4.3974e-02,\n", - " -1.0193e-01, 4.6519e-04, 3.4982e-02, 1.7681e-02, -2.2531e-02,\n", - " 5.9354e-03, -4.4545e-02, 8.4809e-02, 1.2845e-02, 7.2413e-03,\n", - " -8.9966e-02, -2.0195e-02, -5.5660e-02, 5.1682e-03, -2.9537e-02,\n", - " 3.0734e-02, -6.4153e-02, -8.2416e-02, -4.1658e-02, 3.5524e-02,\n", - " 8.4056e-02, 2.6158e-02, -7.0579e-02, 5.0375e-02, -1.5945e-02,\n", - " -3.6871e-02, -5.4097e-02, 7.0046e-02, -5.9001e-02, -6.6906e-02,\n", - " 2.8931e-02, 2.1156e-02, 1.4465e-02, -4.2688e-02, 3.0843e-02,\n", - " -9.5841e-02, 3.1049e-02, -1.7267e-02, 5.8211e-02, -1.1215e-02,\n", - " 2.5011e-02, -5.2271e-02, -7.2524e-03, 4.1636e-02, -1.2922e-02,\n", - " 3.3012e-02, -1.3943e-01, -2.3983e-02, -1.0884e-01, -4.5540e-02,\n", - " 8.2418e-03, -1.1399e-02, 1.9262e-02, 3.5149e-02, 2.1226e-02,\n", - " 4.1662e-02, 5.5880e-02, 5.5789e-02, 7.1931e-02, 1.1613e-02,\n", - " -3.0148e-02, -6.4731e-03, 1.6994e-02, 4.7024e-02, -1.6237e-02,\n", - " 7.8670e-02, -3.5580e-02, -9.2719e-03, -8.0301e-02, 7.5849e-02,\n", - " 1.6408e-03, -1.3350e-02, -1.3303e-02, -1.0529e-02, -6.1056e-02,\n", - " -4.6966e-02, -2.0982e-02, -1.9628e-02, 1.8064e-02, -5.4067e-02,\n", - " -4.4243e-02, -1.2639e-02, -3.5794e-03, 5.3594e-02, -6.1120e-02,\n", - " -3.5429e-02, 2.9079e-02, -1.0818e-02, -2.0240e-02, -4.4640e-02,\n", - " 5.4709e-02, 5.5514e-02, 4.5176e-02, 5.2774e-02, 2.0449e-03,\n", - " 2.4148e-02, 7.5699e-02, 9.8555e-03, -1.4599e-02, -3.2677e-02,\n", - " -1.8330e-02, -4.1715e-02, 3.6530e-02, 7.1768e-02, 2.3452e-03,\n", - " 1.4440e-03, 9.1412e-02, -6.8613e-02, -1.9729e-02, -5.9021e-02,\n", - " 2.3761e-03, -4.1591e-02, -1.1875e-02, -5.7171e-02, -3.9905e-02,\n", - " -1.8021e-01, 1.4446e-02, -2.0283e-02, -3.4604e-02, 1.0934e-01,\n", - " 9.3487e-02, -1.6994e-02, -2.2198e-02, -7.0739e-02, -3.3051e-02,\n", - " 3.6369e-03, 2.6813e-02, 3.7742e-02, 5.3021e-03, -2.6763e-02,\n", - " -1.9912e-02, 7.5408e-02, -1.4839e-01, 5.4851e-02, -2.8359e-02,\n", - " -8.4575e-02, -7.1482e-02, -3.5255e-02, 4.3687e-02, -7.3170e-03,\n", - " -1.0373e-01, 1.8857e-02, -1.6432e-03, 4.4577e-02, -1.0060e-01,\n", - " 4.6177e-02, 5.7075e-02, 1.3574e-01, -3.1414e-02, -1.5419e-02,\n", - " 6.4323e-02, -1.9411e-02, 9.2282e-02, 5.1881e-02, -2.1687e-02,\n", - " -5.2754e-03, -1.7284e-02, -7.6404e-02, -7.7567e-03, 3.9789e-03,\n", - " -6.3117e-02, -7.0600e-03, 8.3449e-02, 4.4994e-02, -6.5175e-04,\n", - " -1.2513e-02, 2.4039e-02, -1.7452e-02, 8.6102e-02, 9.3158e-03,\n", - " 1.5504e-02, 1.6610e-02, 3.5816e-02, 5.1665e-02, -2.8690e-03,\n", - " -5.9123e-02, 1.6995e-02, 2.7976e-02, 9.5845e-02, -2.8796e-02,\n", - " -3.9649e-02, 2.7449e-02, 4.1449e-02, 2.4183e-02, -5.3613e-02,\n", - " -1.2956e-02, 7.5293e-02, 2.5709e-02, -4.0720e-02, 1.0458e-03,\n", - " -2.5551e-02, 2.9039e-02, 1.0784e-02, 1.2268e-01, 3.7313e-02,\n", - " -2.2168e-02, 8.9978e-02, 4.8200e-02, -1.3578e-02, 2.6823e-02,\n", - " 1.4709e-02, -1.7293e-02, 7.1181e-02, -2.5049e-02, 6.0888e-02,\n", - " -1.3517e-02, -1.1441e-02, -4.5996e-02, -8.6260e-02, 5.1932e-02,\n", - " 1.0900e-01, -5.6022e-02, -7.5737e-03, -1.9261e-02, 3.7798e-02,\n", - " 2.1514e-02, 4.5055e-02, 3.1432e-02, -4.1821e-02, 5.2410e-02,\n", - " -4.6340e-02, -5.2976e-02, -1.7671e-02, 6.4157e-02, -1.4843e-01,\n", - " 8.2264e-03, 4.8591e-03, -5.7576e-02, 1.2325e-02, 2.7476e-02,\n", - " -1.5675e-02, -3.9709e-03, 1.9007e-02, 9.8442e-03, -2.1851e-02,\n", - " 9.1209e-03, -4.7204e-02, 6.9091e-02, 4.1224e-02, -5.7185e-03,\n", - " -2.4363e-02, 4.1596e-02, 6.0440e-02, 6.6958e-02, -1.5571e-02,\n", - " -6.2780e-02, 2.3440e-02, -6.9045e-02, -9.7530e-02, 8.4682e-04,\n", - " -1.2317e-01, -2.8132e-02, 1.5301e-02, 6.0423e-03, 4.2853e-02,\n", - " 3.2683e-02, 3.7758e-03, 1.2861e-02, 3.9315e-02, -5.9100e-02,\n", - " -2.7530e-02, -1.8280e-02, 1.0072e-02, 3.5076e-02, -6.3968e-02,\n", - " -5.9066e-02, -1.2943e-01, -8.5690e-03, -3.7181e-02, 4.0224e-02,\n", - " -2.3463e-02, 2.0499e-02, -7.8721e-02, 1.6681e-02, 9.0797e-02,\n", - " 9.1372e-02, -1.5501e-04, -2.4964e-02, -2.6653e-02, 7.8210e-02,\n", - " 5.0348e-02, 6.5885e-03, 7.9732e-02, -5.8013e-02, 4.9909e-02,\n", - " 5.5382e-02, -2.6498e-02, 5.4312e-02, 2.9646e-02, -1.8378e-02,\n", - " -1.3659e-02, 3.9050e-02, 3.0359e-02, 6.9679e-02, -2.7579e-02,\n", - " -5.6372e-02, -9.0979e-02, -8.0618e-03, -7.0255e-02, 1.0123e-02,\n", - " 7.2885e-02, -5.6820e-02, -6.6698e-02, 9.6192e-02, -6.9482e-02,\n", - " 6.3897e-02, 5.1526e-02, -6.7743e-02, 3.1714e-02, 5.6532e-02,\n", - " 7.8241e-02, -1.0519e-02, 7.6105e-02, 1.2452e-01, 8.5340e-02,\n", - " -3.3119e-02, -1.7505e-02, -6.9945e-02, 6.2715e-02, -2.0161e-02,\n", - " 8.1423e-03, -2.7961e-03, 6.6570e-02, 1.3823e-01, -4.0674e-02,\n", - " -3.4993e-02, 2.4117e-02, 1.5082e-02, 6.2326e-02, 7.5106e-02,\n", - " 4.3886e-03, -6.8087e-02, -4.5146e-02, -9.0466e-04, -4.9335e-02,\n", - " 1.3295e-03, -6.4656e-03, 2.4747e-02, 3.9950e-02, 6.8273e-02,\n", - " -3.3840e-02, 3.3392e-02, 9.5674e-02, 2.1115e-02, -8.5006e-03,\n", - " 1.8209e-02, -4.2123e-02, -5.6538e-02, -2.2504e-02, 1.8652e-02,\n", - " -2.2379e-02, -3.0439e-02, -9.4725e-02, -8.1087e-02, -2.8831e-02,\n", - " 2.8818e-02, 5.2690e-02, -1.8964e-01, -5.8527e-02, -9.2450e-02,\n", - " 9.2485e-03, -4.2063e-02, 8.4913e-02, 2.1387e-02, -4.8710e-02,\n", - " -4.6535e-02, 1.5636e-02, 3.8541e-02, -5.6517e-05, -6.6900e-02,\n", - " 5.6160e-02, 3.0651e-02, 4.5752e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.6384, 0.6300, 0.6657, 0.6127, 0.6376, 0.6371, 0.6570, 0.6331, 0.6264,\n", - " 0.6274, 0.6279, 0.6530, 0.6055, 0.6508, 0.6297, 0.6216, 0.6509, 0.6025,\n", - " 0.6437, 0.6300, 0.6269, 0.6288, 0.6218, 0.6324, 0.6286, 0.6211, 0.6202,\n", - " 0.6334, 0.6525, 0.6213, 0.6393, 0.6333, 0.6316, 0.6377, 0.6364, 0.6289,\n", - " 0.6342, 0.6112, 0.6209, 0.6371, 0.6302, 0.6346, 0.6272, 0.6218, 0.6665,\n", - " 0.6390, 0.6836, 0.6314, 0.6834, 0.6381, 0.6403, 0.6628, 0.6905, 0.6079,\n", - " 0.6166, 0.6367, 0.6341, 0.6005, 0.6061, 0.6538, 0.6669, 0.6125, 0.6143,\n", - " 0.6157, 0.6322, 0.6397, 0.6320, 0.6501, 0.6304, 0.6317, 0.6289, 0.6107,\n", - " 0.6380, 0.6405, 0.6143, 0.6522, 0.6047, 0.6076, 0.6453, 0.6347, 0.6345,\n", - " 0.6315, 0.6294, 0.6553, 0.6169, 0.6251, 0.6510, 0.6221, 0.6401, 0.6853,\n", - " 0.6214, 0.6307, 0.6428, 0.6185, 0.6171, 0.6550, 0.6437, 0.6276, 0.6232,\n", - " 0.6212, 0.6536, 0.6362, 0.6159, 0.6311, 0.6680, 0.6267, 0.6330, 0.6212,\n", - " 0.6301, 0.5318, 0.6436, 0.6386, 0.6399, 0.6273, 0.6604, 0.6951, 0.6258,\n", - " 0.6358, 0.6286, 0.6141, 0.6586, 0.6308, 0.6431, 0.6485, 0.6303, 0.6178,\n", - " 0.6410, 0.6356, 0.6644, 0.6729, 0.6194, 0.6183, 0.6338, 0.6260, 0.6120,\n", - " 0.6670, 0.6350, 0.6337, 0.6329, 0.6186, 0.6261, 0.6323, 0.5352, 0.6262,\n", - " 0.6402, 0.6480, 0.6291, 0.6221, 0.6568, 0.6198, 0.6312, 0.6352, 0.6188,\n", - " 0.6464, 0.6209, 0.6688, 0.6608, 0.6192, 0.6645, 0.6005, 0.6289, 0.6210,\n", - " 0.6187, 0.6294, 0.6319, 0.6159, 0.6647, 0.6350, 0.6330, 0.6304, 0.6271,\n", - " 0.6352, 0.6252, 0.6280, 0.6691, 0.6531, 0.7134, 0.6341, 0.6153, 0.6190,\n", - " 0.4560, 0.6633, 0.6192, 0.6314, 0.6253, 0.6157, 0.6236, 0.6331, 0.6351,\n", - " 0.6228, 0.6346, 0.6620, 0.6803, 0.6246, 0.6366, 0.6230, 0.6173, 0.7476,\n", - " 0.6356, 0.6460, 0.6094, 0.6203, 0.6758, 0.6076, 0.6733, 0.5315, 0.6364,\n", - " 0.6397, 0.6674, 0.6287, 0.6353, 0.6318, 0.6663, 0.6376, 0.6200, 0.6303,\n", - " 0.6224, 0.6362, 0.6235, 0.6183, 0.6421, 0.5906, 0.6244, 0.6254, 0.6406,\n", - " 0.6402, 0.6670, 0.6475, 0.6141, 0.6419, 0.6289, 0.6276, 0.6012, 0.6322,\n", - " 0.6502, 0.6098, 0.6163, 0.6439, 0.6441, 0.6198, 0.6096, 0.6438, 0.6417,\n", - " 0.6207, 0.6221, 0.6314, 0.6346, 0.6424, 0.6505, 0.6197, 0.6626, 0.6280,\n", - " 0.6274, 0.6147, 0.6576, 0.6521, 0.6229, 0.6307, 0.6542, 0.5951, 0.6398,\n", - " 0.6278, 0.6261, 0.6218, 0.6329, 0.6784, 0.6857, 0.6377, 0.6338, 0.6250,\n", - " 0.6533, 0.6379, 0.6497, 0.4800, 0.6291, 0.6451, 0.6843, 0.6271, 0.6006,\n", - " 0.6481, 0.6145, 0.6409, 0.6265, 0.6621, 0.6242, 0.6424, 0.6176, 0.6414,\n", - " 0.6487, 0.6233, 0.6266, 0.6764, 0.6153, 0.6282, 0.6213, 0.6218, 0.6077,\n", - " 0.6760, 0.6448, 0.6194, 0.6133, 0.6627, 0.6620, 0.6123, 0.6447, 0.6276,\n", - " 0.6074, 0.6355, 0.2733, 0.6234, 0.6448, 0.6281, 0.6408, 0.6209, 0.6348,\n", - " 0.5948, 0.6265, 0.6288, 0.6523, 0.6324, 0.6185, 0.6138, 0.6167, 0.6319,\n", - " 0.6588, 0.6490, 0.6170, 0.6269, 0.6300, 0.6341, 0.6205, 0.6115, 0.6197,\n", - " 0.6779, 0.6323, 0.6168, 0.6396, 0.6188, 0.6363, 0.6000, 0.6344, 0.6188,\n", - " 0.6309, 0.6176, 0.6522, 0.6386, 0.6353, 0.6329, 0.6167, 0.6441, 0.6369,\n", - " 0.6345, 0.6275, 0.6363, 0.6353, 0.6486, 0.6287, 0.6268, 0.6261, 0.6385,\n", - " 0.5896, 0.6288, 0.6216, 0.6141, 0.6393, 0.6453, 0.6181, 0.6181, 0.6344,\n", - " 0.6263, 0.6077, 0.6241, 0.6399, 0.6224, 0.6326, 0.6354, 0.6133, 0.6352,\n", - " 0.6321, 0.6392, 0.6411, 0.5365, 0.6179, 0.6134, 0.6166, 0.6293, 0.6133,\n", - " 0.6500, 0.6387, 0.6225, 0.6784, 0.6560, 0.6243, 0.6406, 0.6288, 0.6380,\n", - " 0.6308, 0.6276, 0.6754, 0.6355, 0.6390, 0.6337, 0.6624, 0.6925, 0.6277,\n", - " 0.6035, 0.6296, 0.6262, 0.7089, 0.6599, 0.6311, 0.6430, 0.6382, 0.6258,\n", - " 0.6512, 0.6338, 0.6338, 0.6218, 0.6266, 0.6353, 0.6361, 0.7031, 0.6023,\n", - " 0.6456, 0.6385, 0.6299, 0.6390, 0.6515, 0.6246, 0.6396, 0.6430, 0.6355,\n", - " 0.7782, 0.6255, 0.6211, 0.6263, 0.6885, 0.6084, 0.6313, 0.6296, 0.6192,\n", - " 0.5809, 0.6468, 0.6258, 0.6383, 0.6193, 0.6281, 0.6406, 0.6237, 0.6258,\n", - " 0.6268, 0.5954, 0.6637, 0.6102, 0.6271, 0.6270, 0.6300, 0.6493, 0.6270,\n", - " 0.6391, 0.6346, 0.6552, 0.6556, 0.6211, 0.6292, 0.6225, 0.6489, 0.6339,\n", - " 0.6224, 0.6588, 0.6057, 0.6201, 0.6219, 0.7086, 0.6325, 0.6385, 0.6228,\n", - " 0.6193, 0.6111, 0.6333, 0.6416, 0.6281, 0.6128, 0.6520, 0.6238, 0.6236,\n", - " 0.6303, 0.6492, 0.6139, 0.6293, 0.6339, 0.6194, 0.6279, 0.6479, 0.6316,\n", - " 0.6276, 0.6436, 0.6213, 0.6427, 0.6065, 0.6271, 0.6237, 0.6408, 0.6397,\n", - " 0.6151, 0.7299, 0.6305, 0.6353, 0.6369, 0.6307, 0.6365, 0.6394, 0.6501,\n", - " 0.6402, 0.6174, 0.6086, 0.6521, 0.6170, 0.6230, 0.6358, 0.6497, 0.6148,\n", - " 0.6285, 0.6630, 0.6186, 0.6260, 0.6180, 0.6201, 0.6336, 0.6081, 0.6540,\n", - " 0.6130, 0.6145, 0.6939, 0.6317, 0.6149, 0.7039, 0.6160, 0.6272, 0.6087,\n", - " 0.6282, 0.6575, 0.6640, 0.6269, 0.6428, 0.6156, 0.6506, 0.6301, 0.6189,\n", - " 0.6474, 0.6188, 0.6614, 0.6475, 0.6764, 0.6282, 0.6363, 0.6255, 0.6093,\n", - " 0.6269, 0.6226, 0.6362, 0.6387, 0.6603, 0.6926, 0.6305, 0.6326, 0.5934,\n", - " 0.6091, 0.5922, 0.6331, 0.6759, 0.6226, 0.6200, 0.6283, 0.6323, 0.6834,\n", - " 0.6318, 0.6485, 0.6731, 0.6307, 0.6407, 0.6428, 0.6478, 0.6101, 0.6382,\n", - " 0.6248, 0.6563, 0.6270, 0.5176, 0.6143, 0.6567, 0.6277, 0.6234, 0.6273,\n", - " 0.6230, 0.6163, 0.6253, 0.6246, 0.6219, 0.6437, 0.6163, 0.6394, 0.6223,\n", - " 0.6381, 0.6711, 0.6193, 0.6341, 0.6202, 0.6306, 0.6855, 0.6169, 0.6608,\n", - " 0.6413, 0.6073, 0.6099, 0.6886, 0.6545, 0.6303, 0.6289, 0.6170, 0.6146,\n", - " 0.6222, 0.6569, 0.6391, 0.6498, 0.6231, 0.6311, 0.6149, 0.6380, 0.6652,\n", - " 0.6179, 0.6393, 0.6344, 0.6307, 0.6375, 0.6570, 0.6364, 0.6536, 0.6366,\n", - " 0.6939, 0.6344, 0.6406, 0.6145, 0.6104, 0.6540, 0.6684, 0.6228, 0.6354,\n", - " 0.6247, 0.6329, 0.6069, 0.6222, 0.6401, 0.6184, 0.6320, 0.6253, 0.6561,\n", - " 0.6311, 0.6098, 0.6296, 0.6345, 0.6655, 0.6368, 0.6417, 0.6204, 0.6167,\n", - " 0.6496, 0.5092, 0.6322, 0.6467, 0.6442, 0.6169, 0.6217, 0.6171, 0.6479,\n", - " 0.6395, 0.6242, 0.6299, 0.6305, 0.6158, 0.6503, 0.6288, 0.6161, 0.6538,\n", - " 0.6713, 0.6220, 0.6196, 0.6965, 0.6285, 0.6369, 0.6248, 0.6180, 0.6288,\n", - " 0.6421, 0.6326, 0.6461, 0.6799, 0.6320, 0.6065, 0.6553, 0.6395, 0.6489,\n", - " 0.6506, 0.6355, 0.6255, 0.6291, 0.6445, 0.6394, 0.6475, 0.6315, 0.6116,\n", - " 0.6204, 0.6243, 0.6288, 0.6222, 0.6340, 0.6689, 0.6636, 0.6397, 0.6240,\n", - " 0.6251, 0.6379, 0.6349, 0.6577, 0.6313, 0.6256, 0.6191, 0.6826, 0.6339,\n", - " 0.6188, 0.6248, 0.6788, 0.6242, 0.6443, 0.6252, 0.6199, 0.6232, 0.6255,\n", - " 0.6361, 0.6255, 0.6459, 0.6494, 0.6014, 0.7048, 0.6307, 0.6436, 0.6340,\n", - " 0.6423, 0.6538, 0.6481, 0.6516, 0.6327, 0.5313, 0.6531, 0.6167, 0.6196,\n", - " 0.6541, 0.6369, 0.6306, 0.6473, 0.6102, 0.6082, 0.6307, 0.6290, 0.6272,\n", - " 0.6281, 0.6218, 0.6398], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.3461e-03, -1.9894e-02, 4.6285e-02, 1.5851e-02, -4.2569e-02,\n", - " -1.3283e-02, -9.1369e-03, -3.3534e-02, 2.5846e-02, -3.6451e-02,\n", - " -6.1155e-02, 3.0418e-02, 1.7200e-02, 1.2180e-02, -3.3043e-03,\n", - " -4.8502e-02, 5.4115e-04, -9.2394e-02, 1.0380e-02, 1.1926e-02,\n", - " -5.8754e-02, -6.8212e-03, 4.3755e-03, -4.5268e-02, 5.5810e-03,\n", - " -4.1087e-02, -4.8185e-02, -5.1641e-02, -9.1535e-02, -4.0457e-02,\n", - " -2.7150e-02, -4.6665e-02, -1.1590e-02, -7.6277e-02, -4.2056e-02,\n", - " -5.7515e-02, -2.7733e-02, -7.7364e-02, 6.9931e-03, -5.9466e-02,\n", - " 5.3589e-02, -2.0961e-02, -4.5835e-02, -6.9220e-02, -1.0842e-01,\n", - " -1.9135e-02, -1.3539e-01, -1.7333e-03, -1.0963e-01, -1.1798e-01,\n", - " -2.1245e-02, 4.4968e-02, 3.4347e-02, -2.5082e-02, -8.8453e-02,\n", - " -8.9132e-03, -2.2133e-03, -6.2073e-02, -5.2548e-04, -6.9640e-02,\n", - " 4.3890e-02, -8.3953e-02, 2.0464e-02, 5.0537e-02, -4.3895e-02,\n", - " -4.7470e-02, -9.3629e-04, -5.9144e-02, 3.3087e-02, 9.0344e-04,\n", - " 2.1959e-02, -2.3260e-02, -6.6600e-02, -5.4183e-02, -1.2760e-02,\n", - " -8.5299e-02, 4.8837e-02, -4.9116e-02, 4.0889e-02, 3.1605e-02,\n", - " 3.4653e-02, -3.4898e-02, -5.1033e-02, 1.9560e-02, -5.7742e-02,\n", - " -3.7249e-02, 2.8692e-02, -1.3316e-02, -4.7234e-02, 2.9975e-02,\n", - " 1.4817e-02, -7.7454e-02, 5.3532e-02, -1.5101e-02, -4.1975e-02,\n", - " -1.1653e-01, -4.0040e-02, -1.4511e-02, 2.9632e-02, -9.7741e-03,\n", - " -8.1774e-02, -7.5635e-02, -9.0471e-02, -2.8863e-02, -1.0929e-01,\n", - " -1.9059e-02, -2.8311e-02, 4.8349e-02, -5.1201e-02, -2.3034e-02,\n", - " -3.5799e-02, -3.8083e-02, 1.2375e-02, 2.0018e-02, -2.0495e-02,\n", - " 3.5751e-02, -2.9506e-03, 3.5649e-02, -2.2652e-03, -7.3649e-03,\n", - " 3.4992e-02, 1.1655e-01, -3.2204e-03, -3.2992e-02, 1.1133e-02,\n", - " 5.0059e-02, 1.0109e-02, -3.6496e-03, -3.4484e-02, -1.2807e-01,\n", - " -6.3418e-03, -1.3855e-03, -6.3614e-03, -3.4011e-02, 6.4414e-02,\n", - " -1.1152e-01, -4.5309e-02, -2.4458e-03, 3.8958e-02, -3.5377e-02,\n", - " -1.1892e-02, -4.7690e-03, 3.9924e-02, -2.8776e-02, -1.5479e-02,\n", - " -8.6420e-02, -3.7144e-02, 2.9788e-02, -6.6552e-02, 3.1951e-02,\n", - " 5.6070e-03, 5.7415e-02, 7.2993e-02, -7.0931e-02, 1.5957e-02,\n", - " 8.3283e-02, -1.4200e-02, -7.0544e-02, -1.1789e-01, -1.1684e-02,\n", - " 2.3768e-02, 5.1856e-02, -1.8541e-02, 5.1044e-02, -6.6014e-02,\n", - " -7.0924e-02, 3.6743e-03, -9.4640e-02, -5.0436e-02, -5.2546e-02,\n", - " -2.4143e-02, -1.7134e-02, 1.8747e-02, -5.1428e-03, -7.9001e-02,\n", - " 5.7671e-02, 9.3698e-02, -3.3379e-02, -5.0376e-02, -7.9511e-02,\n", - " 1.3052e-01, 1.4976e-02, -1.7266e-02, -3.8186e-02, -1.4686e-02,\n", - " -6.0080e-02, -6.1968e-02, 6.4466e-03, 3.3904e-02, 9.1657e-03,\n", - " -3.3732e-02, -1.1071e-01, -1.0519e-02, -6.0141e-04, 4.4024e-02,\n", - " -5.1106e-02, 1.0253e-02, 1.2218e-01, -7.0053e-03, 2.8158e-02,\n", - " -4.4821e-02, -2.7442e-02, 3.9209e-02, 5.1164e-02, -8.5783e-02,\n", - " 4.3804e-02, 4.2881e-02, -6.2721e-02, 4.4046e-02, -6.1240e-02,\n", - " -1.3413e-02, -6.9396e-02, 4.2974e-02, -8.8764e-02, -4.5121e-03,\n", - " -2.9662e-02, 5.5994e-02, -6.8597e-02, -4.9121e-02, 4.4877e-03,\n", - " 3.2838e-02, -6.2602e-02, -1.9148e-02, 5.5441e-03, -7.5632e-02,\n", - " -1.1891e-01, 3.6709e-02, -1.0153e-01, -3.3007e-02, 1.2996e-03,\n", - " -5.4093e-02, -4.5864e-02, -1.0291e-01, 1.7535e-03, 6.1727e-02,\n", - " -2.1266e-02, -8.1250e-03, -3.6417e-02, 4.2391e-02, 3.1332e-02,\n", - " -4.2671e-02, -1.9608e-03, -4.9377e-02, 1.9157e-02, -3.1282e-03,\n", - " -3.2789e-02, 4.4702e-02, -7.5857e-02, -7.6272e-02, -4.3770e-02,\n", - " -5.8095e-02, -9.6655e-02, -2.2400e-02, -2.8436e-02, 7.7737e-02,\n", - " -8.0331e-02, -4.7472e-02, 7.3887e-03, 2.6763e-02, -5.7786e-02,\n", - " -6.0987e-02, -3.2469e-02, -3.1629e-02, -1.2727e-01, -5.1392e-02,\n", - " -6.6688e-02, -1.9219e-01, -5.1794e-02, 2.4553e-03, 2.9904e-02,\n", - " 8.0934e-02, -3.0436e-02, 1.5577e-02, -7.2660e-02, -3.3336e-02,\n", - " -5.3065e-02, 1.1671e-01, 1.0026e-04, 1.9790e-03, -6.5624e-02,\n", - " -4.3014e-02, -1.0482e-02, 4.8351e-02, -8.9676e-02, 6.5467e-02,\n", - " -2.4850e-02, 1.4410e-02, -9.7899e-02, -1.1841e-01, 1.1648e-02,\n", - " 1.5642e-02, 4.3354e-02, -2.9421e-02, -5.1757e-02, -1.1092e-02,\n", - " -3.3445e-02, -2.2702e-02, 8.9328e-02, -6.5749e-02, 1.3442e-02,\n", - " 3.7518e-02, 3.1988e-02, -9.5302e-02, -4.4028e-02, -1.5638e-02,\n", - " -3.1500e-02, -1.3504e-02, 2.7924e-03, 2.2506e-01, -5.3851e-02,\n", - " -2.0857e-02, 4.1186e-03, -2.5374e-02, -2.3853e-02, 6.7087e-02,\n", - " -1.5815e-02, -3.7528e-03, 3.4893e-02, -2.6880e-02, 4.4248e-02,\n", - " -3.1470e-02, -3.4574e-02, -9.8893e-03, 6.6473e-02, -7.7952e-02,\n", - " -3.0651e-02, -4.4723e-02, 1.6922e-02, -8.1135e-02, -3.1212e-02,\n", - " -2.7336e-02, -4.2488e-02, -9.1422e-02, 6.7794e-02, -3.8465e-02,\n", - " -8.5077e-04, -4.9080e-02, -1.6648e-02, -5.0307e-02, 7.3965e-02,\n", - " -2.5469e-02, -1.5340e-02, -1.3841e-02, -5.3395e-02, 3.1235e-02,\n", - " -4.4601e-02, -3.0874e-02, 1.3887e-02, -1.5264e-02, -4.4242e-02,\n", - " -8.1788e-02, 3.6415e-02, -1.0788e-01, -6.9351e-02, -2.4133e-02,\n", - " -1.9062e-02, 3.4992e-02, -6.9762e-02, -5.6817e-02, -1.0014e-02,\n", - " -5.2109e-02, 6.1807e-02, -9.6213e-02, -3.5930e-02, -9.8491e-02,\n", - " -8.2680e-03, 4.1227e-03, -9.1548e-02, -3.5262e-02, -7.2005e-03,\n", - " -3.6008e-02, -3.1894e-02, -9.3911e-02, 1.2452e-02, 3.7334e-02,\n", - " -3.6833e-02, 1.2549e-02, 6.3336e-02, -2.8293e-02, -6.2196e-02,\n", - " -5.1179e-02, -2.1169e-02, -2.2330e-02, 1.7721e-02, -5.7899e-02,\n", - " -1.0315e-01, -8.9405e-03, -5.2078e-03, -5.5555e-02, 1.6670e-02,\n", - " 1.2780e-01, 5.6130e-02, 6.1353e-03, -5.0181e-02, 5.3761e-02,\n", - " -1.5701e-03, -2.8827e-02, 5.8172e-02, 2.3896e-02, -7.4967e-02,\n", - " -5.9917e-02, -1.2450e-02, 2.4290e-02, 1.0785e-01, -1.6169e-02,\n", - " -6.5232e-02, 2.7714e-02, -6.4520e-02, 8.3731e-02, -4.5130e-02,\n", - " -1.9344e-03, -4.9180e-02, -2.6595e-02, -2.3764e-02, -5.1821e-02,\n", - " -5.2828e-02, 5.9051e-03, -3.1387e-02, 1.5917e-02, -6.3710e-03,\n", - " -9.6739e-03, -1.7171e-01, -1.5133e-02, -3.4919e-02, -6.6834e-02,\n", - " -2.9504e-02, 7.5407e-03, -5.1922e-03, -7.4846e-02, -1.5151e-02,\n", - " -7.9631e-02, -2.6341e-02, -1.5012e-01, 2.2460e-02, 1.0107e-02,\n", - " -2.5778e-02, -2.6850e-05, -2.0127e-02, -3.9769e-02, -1.5528e-02,\n", - " -2.5348e-02, -6.8829e-02, 3.4717e-02, -2.0053e-03, -5.0096e-02,\n", - " 5.8816e-02, 4.7402e-02, -1.0247e-01, -2.6462e-02, -4.4910e-02,\n", - " -2.1627e-02, -4.0818e-02, -1.4128e-02, -9.3792e-04, -6.7596e-02,\n", - " -6.2011e-02, -4.6467e-02, -6.8064e-03, 7.3054e-02, -4.7341e-02,\n", - " -1.4687e-02, -3.7106e-02, -1.4129e-01, -9.2913e-02, -1.1632e-02,\n", - " -5.4049e-02, -5.8600e-02, 5.4550e-02, -3.9708e-02, -9.0867e-02,\n", - " -5.5624e-02, -2.0226e-02, -1.3310e-02, 4.2342e-02, -2.7498e-02,\n", - " -1.5261e-02, -5.2250e-02, -7.4362e-02, 5.7417e-02, -6.4251e-02,\n", - " -5.5464e-02, 5.9414e-03, 1.3054e-02, 3.2055e-02, 9.2786e-03,\n", - " 9.6044e-04, 9.5211e-02, 3.8422e-02, -1.6226e-03, -2.5338e-02,\n", - " -6.2656e-03, -8.6946e-03, -4.5840e-02, -5.9405e-02, -2.9124e-02,\n", - " 1.0008e-02, -4.2456e-02, 6.5832e-02, 4.8613e-02, -4.0501e-02,\n", - " -4.6531e-02, -1.5976e-02, -4.6823e-02, -1.7073e-02, -1.7184e-04,\n", - " 9.7579e-02, 1.2385e-02, -1.8580e-02, -2.3771e-02, 5.3708e-03,\n", - " -6.2866e-02, -6.6282e-02, 3.2546e-02, -5.4184e-02, 9.1790e-02,\n", - " -1.0412e-01, -9.0681e-02, 5.6900e-03, -3.8840e-02, -7.4245e-02,\n", - " -4.6258e-02, -1.0141e-02, 2.7948e-03, -9.8402e-02, -5.7454e-02,\n", - " 8.9371e-03, -4.7653e-02, -3.5983e-05, 3.6370e-02, -6.8060e-03,\n", - " -1.2731e-01, -2.8675e-02, 2.9252e-02, 7.4892e-02, -1.2447e-02,\n", - " -2.8557e-02, 1.0087e-01, 1.0119e-02, 3.5378e-02, 4.1354e-02,\n", - " -3.4999e-02, 6.8073e-02, -8.3200e-02, 1.2770e-03, -5.2315e-02,\n", - " -7.4785e-03, -6.4946e-02, 1.3443e-02, -3.5037e-02, 2.9521e-03,\n", - " -3.4377e-02, -6.3584e-02, -5.1472e-02, 2.8725e-02, -7.8538e-03,\n", - " -1.0991e-03, 1.7426e-02, -6.5711e-02, -1.6871e-02, 2.3383e-02,\n", - " 2.2133e-02, -4.0960e-02, 1.2284e-02, -8.1919e-02, -2.2731e-02,\n", - " -4.7884e-02, -4.9796e-02, -4.8432e-02, -3.7191e-02, 8.0479e-03,\n", - " -4.7701e-02, 1.8650e-02, -1.0814e-01, 7.4144e-02, -3.5186e-02,\n", - " -1.3576e-01, -6.6604e-02, 3.8105e-02, 1.3714e-02, 7.7252e-03,\n", - " 5.0489e-02, 4.1594e-02, 5.2363e-02, -5.8934e-02, -2.5082e-02,\n", - " 1.9394e-02, -6.3943e-03, -3.7295e-03, 3.8858e-02, 1.0877e-02,\n", - " -7.3624e-02, -4.5368e-02, -4.7722e-02, -1.0537e-02, 1.5779e-02,\n", - " -9.4885e-02, 1.1391e-02, 4.5534e-02, -2.0946e-02, 2.2194e-02,\n", - " -2.3659e-02, -2.0593e-02, -9.2396e-02, -5.1322e-02, 3.7030e-02,\n", - " -2.6163e-02, -5.7035e-03, -1.9519e-02, -7.4590e-03, 5.5139e-02,\n", - " -5.2928e-02, -9.3105e-02, -9.0368e-02, -5.1391e-02, 4.1980e-03,\n", - " -1.1540e-01, -2.4661e-02, -1.2784e-02, 3.7718e-02, 9.8530e-03,\n", - " -5.9503e-02, -1.6615e-02, -1.0033e-01, -1.2805e-01, 3.3951e-02,\n", - " -6.6903e-02, -1.0696e-01, -2.2511e-02, 1.0136e-02, -8.9295e-02,\n", - " -5.8106e-02, -1.8917e-02, 3.0799e-02, -8.4209e-02, -4.7490e-02,\n", - " 3.4659e-02, -2.3828e-02, 1.0109e-02, -2.2014e-02, 1.3713e-01,\n", - " -8.5138e-02, 4.2718e-03, 3.1069e-03, 2.6038e-02, -1.7890e-02,\n", - " -3.1987e-02, -7.9456e-02, -2.1475e-02, -9.4370e-02, 8.7895e-03,\n", - " -2.8219e-02, -4.0465e-02, -1.3446e-02, -5.4235e-02, 3.6914e-02,\n", - " -5.9405e-02, -4.1999e-02, 7.6936e-03, -2.3912e-02, 2.7201e-02,\n", - " -8.1045e-02, -6.2674e-02, 6.0316e-03, -8.3956e-03, -9.7366e-02,\n", - " -2.8905e-02, -6.4466e-02, -4.1084e-02, -1.5809e-02, -3.3628e-02,\n", - " -7.5521e-04, 1.1060e-02, -3.0861e-02, -2.7453e-02, -2.2560e-02,\n", - " -4.0385e-02, 1.1128e-02, 3.2616e-02, 1.9923e-02, -5.2315e-02,\n", - " -6.3481e-02, 2.8915e-02, -4.1004e-02, 2.9585e-02, 7.3443e-02,\n", - " -3.7008e-02, -1.3618e-02, 7.0967e-02, 6.3854e-02, -3.6539e-02,\n", - " 5.6841e-03, -2.3552e-02, -2.3075e-02, -1.0181e-01, -3.1658e-02,\n", - " 7.5154e-02, -6.8950e-02, 1.7453e-02, -4.2651e-02, -8.9301e-02,\n", - " -1.1395e-01, -5.5166e-02, -6.5374e-02, -1.0342e-01, -1.0614e-01,\n", - " -2.7443e-03, -2.7233e-02, -7.5034e-03, 1.6079e-02, -3.1732e-02,\n", - " 2.1911e-02, -3.8058e-02, 1.2087e-02, 1.9566e-02, -2.1590e-02,\n", - " -1.8401e-02, -5.6781e-02, 6.9947e-02, 3.7185e-02, -6.0096e-03,\n", - " -5.5889e-02, -7.1291e-04, -2.1571e-02, -1.1587e-01, -1.2091e-02,\n", - " 1.6871e-02, 2.5919e-02, -1.1262e-01, -9.1336e-02, -4.0920e-02,\n", - " -8.1354e-03, 6.3578e-02, -1.0269e-02, 6.2887e-02, -7.6906e-02,\n", - " -2.2190e-02, -3.0619e-04, -1.7264e-02, 1.4001e-02, -6.2175e-02,\n", - " -3.0614e-02, -7.7598e-03, 7.8681e-02, -1.1139e-01, -9.4248e-02,\n", - " -5.5925e-02, 1.9979e-02, -4.3891e-02, -5.6174e-02, -7.6827e-02,\n", - " 5.8949e-02, 2.0870e-02, -6.9111e-02, -7.9080e-02, -2.0177e-03,\n", - " -2.2291e-02, -1.0346e-01, 2.1730e-02, 7.4742e-02, -3.9678e-02,\n", - " -7.2509e-02, -1.7938e-02, 8.0589e-03, -4.5611e-02, -8.8949e-03,\n", - " 1.6488e-02, 3.7573e-02, -1.7079e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.5976e-02, -3.8954e-03, 5.1814e-02, 2.2247e-02, -4.9372e-03,\n", - " -1.1203e-03, 2.6339e-02, 9.0639e-03, 3.8723e-02, -9.6557e-02,\n", - " 2.3311e-02, -2.0086e-02, 6.5490e-02, -5.1680e-02, 6.6156e-02,\n", - " -1.4721e-02, -4.5325e-03, -8.4059e-04, 1.3027e-02, -2.9770e-02,\n", - " 4.3693e-02, -1.4292e-02, 4.5489e-02, 4.5346e-03, 7.6859e-03,\n", - " -4.0926e-02, -1.1412e-02, 6.6037e-02, 6.7376e-02, 4.2859e-02,\n", - " -2.6975e-02, 3.5281e-05, -8.1483e-02, -3.7569e-03, 4.0570e-02,\n", - " -5.7694e-02, -8.3285e-03, -2.6218e-02, -4.7924e-03, -8.2249e-03,\n", - " -6.4672e-02, 1.9579e-03, 7.2015e-02, -2.2552e-02, 3.4110e-03,\n", - " -1.4251e-02, -8.3488e-03, 3.8957e-03, -5.5111e-02, -4.8916e-02,\n", - " -4.0505e-02, -3.5423e-02, 6.1806e-03, 9.7887e-04, 2.5234e-03,\n", - " 3.8691e-03, -7.2486e-03, -2.1082e-03, 1.9743e-03, -1.5894e-02,\n", - " -1.4470e-02, 3.2000e-03, 2.3056e-02, -4.6876e-02, -3.6722e-02,\n", - " -7.3898e-02, -4.4587e-03, 5.0023e-03, 6.9043e-03, 3.3589e-03,\n", - " 2.2775e-02, -3.1106e-03, 2.4767e-02, -4.8293e-02, -5.0632e-02,\n", - " 3.7559e-03, -8.8531e-03, 1.7421e-02, -5.2642e-03, -7.4719e-02,\n", - " -3.0047e-02, -5.3653e-02, 8.8173e-03, 6.1905e-02, -6.8883e-02,\n", - " -2.1225e-02, -8.6340e-03, -1.7548e-03, -8.5851e-02, 5.9378e-03,\n", - " 1.1967e-02, 2.0897e-03, -4.2413e-02, 8.7467e-03, 4.5203e-02,\n", - " -7.6098e-03, 1.8549e-04, 2.8614e-02, 2.0781e-03, -4.9508e-03,\n", - " -8.8196e-03, -3.4198e-03, 7.3986e-03, -1.7159e-03, 3.8593e-03,\n", - " -9.6255e-03, -1.3085e-02, -1.6207e-02, -4.1687e-02, 9.7658e-03,\n", - " 8.9834e-03, -5.8610e-03, -1.4935e-03, -5.3537e-02, 5.5583e-03,\n", - " -1.0870e-04, -8.4393e-02, -2.0534e-02, -8.6620e-02, 3.6078e-02,\n", - " 5.2120e-03, -1.4668e-02, 6.6004e-02, 3.5172e-02, 4.0267e-03,\n", - " -3.8512e-03, 4.1188e-02, -9.5374e-03, 8.4221e-03, 4.1511e-03,\n", - " 3.0034e-02, -6.3468e-04, -7.1196e-02, -7.6416e-02, 1.1497e-02,\n", - " 6.4726e-02, 2.7181e-03, 6.8666e-02, -4.0454e-03, 5.6817e-02,\n", - " 4.0652e-02, 1.6854e-02, -3.1005e-02, -1.3064e-02, 2.8483e-03,\n", - " 1.6498e-02, -3.0347e-02, 8.9853e-03, -7.7755e-03, -1.8113e-02,\n", - " -2.2885e-03, -5.0442e-03, 4.7131e-02, -6.0013e-02, -8.7461e-03,\n", - " 5.9925e-02, 2.1879e-02, 6.8031e-02, 6.3506e-02, -4.2697e-03,\n", - " -1.4504e-02, 4.1974e-02, 9.1194e-03, 3.0824e-03, 2.6392e-02,\n", - " 1.1135e-04, -6.1943e-02, 5.2578e-03, -3.5484e-02, 1.7566e-02,\n", - " 3.5716e-03, -4.5841e-03, 4.8374e-02, -7.5280e-02, -4.6712e-03,\n", - " 1.6970e-02, 8.2794e-02, 4.9445e-02, 4.4020e-03, -2.7126e-02,\n", - " -1.0707e-02, -2.4882e-02, -6.9837e-02, 7.4775e-02, 6.0947e-03,\n", - " 1.8029e-03, 6.6490e-03, -1.5068e-02, -4.7108e-02, -4.8279e-02,\n", - " 2.2051e-02, 1.0339e-02, -4.7205e-02, -4.5817e-03, -9.0287e-03,\n", - " -2.7196e-03, 3.0730e-03, 3.3383e-02, 5.3510e-03, -1.1000e-02,\n", - " -4.3553e-03, 6.9025e-02, 2.8795e-02, 3.3619e-02, -1.4701e-02,\n", - " 1.4060e-02, -4.8320e-02, -3.1883e-02, -1.4480e-03, 6.0081e-03,\n", - " 2.3593e-03, 8.4787e-02, 1.2406e-02, 2.5789e-03, -5.0564e-02,\n", - " -8.2032e-02, -9.4141e-04, -5.5241e-02, -7.6775e-03, -2.4861e-02,\n", - " 9.4571e-03, 5.8841e-03, -4.7154e-02, 3.5717e-03, -4.3507e-02,\n", - " -4.6676e-02, -1.2599e-03, -8.0774e-03, 2.4329e-03, -7.5354e-03,\n", - " 1.5403e-02, -3.6249e-02, -2.7785e-02, 2.7119e-02, 6.7980e-02,\n", - " 3.1430e-02, -5.2584e-02, 3.7485e-02, -4.8816e-03, 3.0093e-02,\n", - " -1.1456e-02, 5.6422e-02, -1.2345e-02, 6.0983e-03, -6.2267e-02,\n", - " 4.3605e-02, -3.8197e-02, 5.2499e-02, 1.6630e-04, -7.5969e-02,\n", - " -6.4865e-02, 1.3884e-02, -1.3189e-03, 6.7656e-02, -9.5227e-03,\n", - " 3.3197e-02, -2.3533e-02, -7.0145e-02, -1.0432e-02, 2.8274e-02,\n", - " -8.1062e-02, -3.1947e-02, -2.7126e-03, -1.3334e-02, -2.8135e-03,\n", - " 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2.1549e-02,\n", - " -3.1038e-02, 4.6863e-02, -1.0834e-02, 5.6062e-02, 1.6208e-02,\n", - " 1.5080e-02, -1.9071e-02, 5.0027e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0., 0.], requires_grad=True)],\n", - " 'weight_decay': 0.0}]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "optimizer_grouped_parameters" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "41e8667f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.named_parameters()" - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "id": "de616245", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/lcxpt/ColossalAI/colossalai/kernel/op_builder/utils.py:94: UserWarning: [extension] The CUDA version on the system (11.8) does not match with the version (11.7) torch was compiled with. The mismatch is found in the minor version. As the APIs are compatible, we will allow compilation to proceed. If you encounter any issue when using the built kernel, please try to build it again with fully matched CUDA versions\n", - " warnings.warn(\n" - ] - } - ], - "source": [ - "optimizer1 = HybridAdam(model.parameters(), eps=1e-8)" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "id": "afed70a1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "HybridAdam (\n", - "Parameter Group 0\n", - " betas: (0.9, 0.999)\n", - " bias_correction: True\n", - " eps: 1e-08\n", - " lr: 0.001\n", - " weight_decay: 0\n", - ")" - ] - }, - "execution_count": 45, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "optimizer1" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "7ac17a38", - "metadata": {}, - "outputs": [], - "source": [ - "optimizer2 = Adam(optimizer_grouped_parameters, lr= 1e-3, eps=1e-8)" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "id": "f178ca8e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "torch.float32" - ] - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "optimizer1.param_groups[0]['params'][0].dtype" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "id": "20cca178", - "metadata": {}, - "outputs": [], - "source": [ - "from colossalai.zero.low_level import LowLevelZeroOptimizer" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "id": "c5b37a7f", - "metadata": {}, - "outputs": [], - "source": [ - "from colossalai.interface import ModelWrapper, OptimizerWrapper" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "id": "12834638", - "metadata": {}, - "outputs": [], - "source": [ - "zero_opt = OptimizerWrapper(optim=optimizer2)" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "id": "c3b57061", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'params': [Parameter containing:\n", - " tensor([[-0.0102, -0.0615, -0.0265, ..., -0.0199, -0.0372, -0.0098],\n", - 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" 0.8464, 0.9220, 0.9094, 0.8906, 0.4427, 0.8934, 0.8639, 0.8826, 0.8951,\n", - " 0.9021, 0.9081, 0.8711, 0.9089, 0.9003, 0.8644, 0.8243, 0.4171, 0.8461,\n", - " 0.9071, 0.8809, 0.8440, 0.8420, 0.9303, 0.9043, 0.9185, 0.7761, 0.8801,\n", - " 0.8777, 0.8956, 0.8651, 0.3741, 0.9125, 0.8279, 0.8863, 0.9568, 0.9130,\n", - " 0.9308, 0.9037, 0.2834, 0.8967, 0.9063, 0.8815, 0.8595, 0.8862, 0.8595,\n", - " 0.9078, 0.8376, 0.8270, 0.8330, 0.9077, 0.8695, 0.8746, 0.8756, 0.8910,\n", - " 0.8326, 0.8960, 0.8280, 0.9293, 0.8439, 0.8843, 0.9747, 0.9029, 0.8918,\n", - " 0.8340, 0.9228, 0.8763, 0.5711, 0.8947, 0.9175, 0.8911, 0.8977, 0.8908,\n", - " 0.9205, 0.9037, 0.8681, 0.8172, 0.8671, 0.8722, 0.8607, 0.9117, 0.8887,\n", - " 0.8645, 0.8427, 0.8681, 0.9256, 0.8530, 0.6331, 0.8565, 0.8803, 0.7949,\n", - " 0.8887, 0.9112, 0.8817, 0.8718, 0.9304, 0.9084, 0.8746, 0.9361, 0.8845,\n", - " 0.8872, 0.8587, 0.8798, 0.8725, 0.8966, 0.3244, 0.8557, 0.7890, 0.8897,\n", - " 0.8419, 0.8509, 0.8581, 0.8828, 0.9216, 0.9017, 0.7707, 0.9108, 0.8098,\n", - " 0.9066, 0.8178, 0.9126, 0.9510, 0.8832, 0.8151, 0.8725, 0.8795, 0.8997,\n", - " 0.8967, 0.8649, 0.3751, 0.8935, 0.7732, 0.9368, 0.8688, 0.8896, 0.8816,\n", - " 0.8823, 0.9228, 0.8957, 0.9060, 0.9271, 0.9419, 0.8766, 0.8950, 0.8504,\n", - " 0.8929, 0.8664, 0.3603, 0.9116, 0.9117, 0.8619, 0.8388, 0.8478, 0.8033,\n", - " 0.8349, 0.8558, 0.8909, 0.9125, 0.8740, 0.8953, 0.8341, 0.8763, 0.8494,\n", - " 0.8897, 0.8818, 0.8597, 0.9161, 0.8733, 0.3575, 0.9128, 0.8563, 0.8596,\n", - " 0.8857, 0.8927, 0.8683, 0.8929, 0.9100, 0.8581, 0.8916, 0.9047, 0.9335,\n", - " 0.8936, 0.3576, 0.8567, 0.9137, 0.8022, 0.8484, 0.8865, 0.8539, 0.8018,\n", - " 0.7964, 0.8703, 0.8703, 0.8715, 0.9090, 0.9053, 0.7068, 0.8064, 0.8901,\n", - " 0.8739, 0.8705, 0.8710, 0.8932, 0.3423, 0.8911, 0.8759, 0.9116, 0.8306,\n", - " 0.9239, 0.8675, 0.8874, 0.9189, 0.8805, 0.9231, 0.8938, 0.0893, 0.8046,\n", - " 0.8052, 0.9390, 0.9132, 0.8941, 0.8958, 0.9140, 0.8667, 0.8548, 0.8387,\n", - " 0.8630, 0.1531, 0.9126, 0.8283, 0.9090, 0.3610, 0.8953, 0.8742, 0.8377,\n", - " 0.9150, 0.9009, 0.8382, 0.9282, 0.9210, 0.9416, 0.9298, 0.8366, 0.8120,\n", - " 0.8995, 0.9162, 0.9217, 0.8715, 0.8563, 0.9000, 0.8472, 0.8983, 0.8892,\n", - " 0.8823, 0.8943, 0.9088, 0.8511, 0.9041, 0.8712, 0.6926, 0.9088, 0.8996,\n", - " 0.8979, 0.3115, 0.9052, 0.8958, 0.8547, 0.9021, 0.9065, 0.8612, 0.9080,\n", - " 0.8559, 0.9115, 0.8740, 0.8124, 0.9029, 0.9070, 0.8975, 0.9285, 0.8457,\n", - " 0.8160, 0.8196, 0.8904, 0.8613, 0.9282, 0.8853, 0.8926, 0.9372, 0.9101,\n", - " 0.8404, 0.8816, 0.8422, 0.9576, 0.8314, 0.9008, 0.8606, 0.9050, 0.8172,\n", - " 0.9053, 0.8068, 0.3706, 0.8758, 0.8680, 0.9558, 0.8983, 0.8546, 0.8458,\n", - " 0.8926, 0.9333, 0.8657, 0.9090, 0.8623, 0.8937, 0.8931, 0.8624, 0.8948,\n", - " 0.8467, 0.8906, 0.8558, 0.8929, 0.9050, 0.9152, 0.9015, 0.9238, 0.8295,\n", - " 0.9300, 0.8609, 0.8456, 0.8952, 0.8212, 0.9223, 0.8452, 0.8642, 0.8961,\n", - " 0.8735, 0.8625, 0.9424, 0.9192, 0.8447, 0.8661, 0.1741, 0.8413, 0.8128,\n", - " 0.8900, 0.9181, 0.8831, 0.8919, 0.9229, 0.9022, 0.8878, 0.9241, 0.8676,\n", - " 0.9140, 0.8971, 0.8902, 0.8600, 0.4131, 0.8796, 0.8501, 0.8333, 0.9113,\n", - " 0.9093, 0.8881, 0.8883, 0.9446, 0.8709, 0.9057, 0.9258, 0.8367, 0.9239,\n", - " 0.9440, 0.8931, 0.8713, 0.9279, 0.9033, 0.9183, 0.9104, 0.8797, 0.8418,\n", - " 0.9657, 0.8738, 0.8632, 0.8565, 0.8197, 0.8892, 0.3128, 0.9198, 0.9016,\n", - " 0.8746, 0.8265, 0.9062, 0.8387, 0.7941, 0.8618, 0.8994, 0.8790, 0.8075,\n", - " 0.8651, 0.7939, 0.9075, 0.8526, 0.9196, 0.8239, 0.8574, 0.9099, 0.8529,\n", - " 0.8431, 0.8975, 0.9211, 0.9451, 0.8933, 0.9079, 0.8607, 0.7929, 0.8643,\n", - " 0.8873, 0.8862, 0.9134, 0.9299, 0.7502, 0.8474, 0.8630, 0.9158, 0.8375,\n", - " 0.9456, 0.8130, 0.8500, 0.9144, 0.9410, 0.8897, 0.8587, 0.8965, 0.8335,\n", - " 0.8710, 0.8764, 0.8918, 0.9459, 0.9261, 0.8914, 0.8858, 0.9025, 0.8341,\n", - " 0.8275, 0.9246, 0.8769, 0.7869, 0.9064, 0.8805, 0.8635, 0.9058, 0.8922,\n", - " 0.7889, 0.8703, 0.9371], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.5915e-02, -1.9551e-02, 2.4239e-02, 8.9046e-02, -6.2811e-02,\n", - " -1.3259e-02, 1.3368e-02, -1.2601e-02, 4.4289e-03, 3.5345e-02,\n", - " -4.7754e-02, -1.3850e-02, 4.9743e-03, -1.0346e-01, -7.5715e-02,\n", - " 2.6812e-02, -2.0635e-02, -4.3696e-02, -5.6391e-02, -8.6585e-02,\n", - " -8.4264e-03, -3.7167e-02, -4.3100e-02, -2.3440e-02, 2.0096e-02,\n", - " -6.8347e-03, -6.1792e-02, -4.7181e-02, 3.5398e-03, -5.6818e-03,\n", - " -4.0273e-02, -1.0445e-01, -3.0861e-02, -4.7370e-02, -5.1382e-02,\n", - " 5.2509e-02, -6.0150e-03, -6.3076e-02, -3.2632e-02, -1.0294e-02,\n", - " -2.6134e-02, 3.2977e-02, 2.3532e-02, -3.7834e-02, -7.1279e-02,\n", - " 1.8800e-02, -4.8075e-02, -2.5656e-02, -1.0538e-01, 4.4619e-03,\n", - " -2.8683e-02, -5.9236e-02, 1.2326e-02, 1.2549e-01, -5.6910e-02,\n", - " -7.5655e-02, -3.9333e-02, 6.9859e-03, -6.4214e-02, -4.6906e-02,\n", - " -2.1134e-02, -4.0144e-02, -7.7445e-02, -5.1023e-02, 2.9909e-02,\n", - " 2.6647e-02, -4.1158e-02, -9.2278e-02, -4.4493e-02, -1.9326e-02,\n", - " -5.7582e-02, -3.1668e-03, 3.4696e-03, -1.6554e-02, 2.3527e-02,\n", - " -4.8038e-02, 9.7797e-03, -1.0442e-01, -4.8437e-02, 7.3197e-03,\n", - " -1.9734e-02, -4.2070e-02, -7.4608e-02, -8.5390e-04, -5.0404e-02,\n", - " -5.9856e-02, -4.1895e-02, -1.5177e-02, -6.5195e-02, 1.3958e-02,\n", - " -5.3032e-02, -2.6719e-02, -8.8763e-02, -9.3736e-02, -7.9080e-03,\n", - " -7.2518e-03, -6.7675e-03, 1.1923e-02, -1.0729e-03, 5.0090e-02,\n", - " -1.4544e-02, 9.8045e-03, -2.7189e-02, -9.0469e-03, -2.6189e-02,\n", - " -5.1260e-02, 6.2072e-03, -4.5944e-03, -4.2397e-02, -8.6799e-02,\n", - " 1.0473e-01, -4.4651e-02, -1.2098e-03, 4.8902e-02, -6.6317e-02,\n", - " -6.5932e-02, -6.2869e-02, -4.5771e-03, -1.2409e-02, -3.4328e-02,\n", - " -3.1108e-02, 6.1508e-01, -5.7233e-02, -3.1616e-02, 3.6678e-02,\n", - " -1.2333e-02, -4.1743e-02, 7.6624e-02, -4.7894e-02, 5.1988e-03,\n", - " -3.1304e-02, -1.2102e-03, 2.2624e-02, -8.7661e-02, 2.3106e-02,\n", - " -8.2632e-03, -3.9954e-03, -2.6696e-02, -2.7406e-02, 1.2978e-01,\n", - " -1.6759e-03, -5.2163e-02, -4.4482e-02, -1.1419e-02, -7.6521e-02,\n", - " 6.3131e-01, -2.7994e-02, 1.8642e-02, 1.4419e-02, 1.1243e-02,\n", - " -1.5756e-02, -3.2812e-03, 7.8419e-02, -2.1316e-02, -1.7731e-02,\n", - " -1.7104e-02, -2.1411e-02, 2.1579e-03, 7.5490e-03, -1.7664e-01,\n", - " -6.4108e-04, -4.8799e-02, -1.0787e-02, 2.0321e-02, -2.7500e-02,\n", - " -1.5150e-02, -2.5434e-02, -1.0745e-01, 1.8762e-01, 2.7139e-02,\n", - " -5.7344e-02, -5.7125e-02, -7.7040e-02, -6.8253e-04, -2.8963e-02,\n", - " -5.5552e-01, -7.3063e-02, -2.8202e-02, -9.1884e-02, -5.5053e-02,\n", - " -9.9699e-03, -2.3530e-02, 2.2338e-02, 1.1792e-02, -3.9402e-02,\n", - " -4.2718e-02, -7.0445e-02, -8.4193e-02, -1.5879e-02, -3.8651e-02,\n", - " -9.6151e-03, 2.3536e-02, -2.7933e-02, 4.9370e-02, -3.2360e-03,\n", - " 4.4905e-03, -1.4351e-02, -4.7481e-02, 5.6372e-02, 2.5966e-02,\n", - " -2.2563e-02, -1.2718e-01, -4.2220e-02, -1.7046e-02, 3.3547e-02,\n", - " -6.6450e-02, -5.1126e-02, -1.2893e-02, 4.5700e-02, -5.0845e-02,\n", - " -4.1066e-03, 1.1188e-02, -9.1059e-02, -3.1550e-02, -3.3693e-02,\n", - " -8.1856e-02, -8.6929e-02, -4.9886e-02, -3.7611e-02, -7.4728e-02,\n", - " -8.2650e-02, -1.6736e-03, -3.9741e-02, -4.0385e-02, 2.5962e-02,\n", - " -1.1098e-01, -5.4296e-02, -5.1232e-03, -4.8667e-02, 3.3547e-02,\n", - " -7.9387e-03, 1.7725e-02, 4.1061e-02, 2.0418e-02, 8.8616e-03,\n", - " -2.1618e-02, -4.0198e-02, -1.0598e-01, -3.6634e-02, 1.2662e-02,\n", - " -2.1713e-02, 2.8119e-03, -3.4493e-02, -5.1686e-03, 1.8638e-02,\n", - " -1.2686e-01, 8.6229e-03, 2.7526e-02, -4.0473e-02, 1.8166e-02,\n", - " -5.8837e-03, -1.6472e-02, 1.7345e-02, -9.9164e-02, -5.7288e-02,\n", - " -5.2321e-02, 1.6784e-02, -4.9069e-02, -4.7374e-02, -5.9768e-02,\n", - " -3.3697e-02, -2.1515e-02, -6.7439e-02, -2.5190e-03, -4.5390e-02,\n", - " -6.3062e-02, -6.6929e-03, 7.1754e-03, -1.1063e-02, -6.1783e-03,\n", - " -3.5333e-04, -3.5153e-02, -4.2905e-02, -1.4619e-02, 3.9847e-02,\n", - " -2.7761e-02, -7.3141e-02, -1.0278e-02, -2.2473e-02, -8.3281e-03,\n", - " -4.7029e-02, -3.7808e-02, -1.4231e-03, -1.5028e-01, 1.4308e-02,\n", - " 1.9772e-02, -6.9576e-03, -8.7298e-03, -3.0035e-02, -2.1216e-02,\n", - " -1.8634e-02, -1.8011e-02, -1.8625e-02, -7.3722e-02, -1.1419e-02,\n", - " -5.4381e-02, -7.2602e-02, -5.6164e-02, 4.9254e-03, 2.8565e-02,\n", - " -3.2194e-02, 3.3299e-02, 9.2594e-03, -1.4165e-02, 6.2481e-03,\n", - " -9.1849e-02, -6.1673e-02, -1.9788e-02, 8.0208e-01, 3.8315e-03,\n", - " 7.3194e-03, -2.7890e-03, -4.5539e-02, 3.4170e-02, -5.8225e-02,\n", - " 4.7824e-02, -3.0348e-02, -9.3666e-03, -2.2191e-02, -4.2016e-02,\n", - " -3.2741e-02, -4.6574e-02, -3.0170e-02, 1.2240e-02, -4.0513e-02,\n", - " -5.1817e-02, -4.1886e-02, -6.0936e-02, -1.6476e-02, -4.5148e-02,\n", - " -5.2216e-02, -8.4434e-02, 4.1617e-02, 1.5191e-02, -6.4686e-03,\n", - " -7.0176e-02, -4.5118e-02, -1.1611e-03, -2.9325e-02, 1.9957e-02,\n", - " -3.3062e-02, -5.7241e-03, -3.4643e-02, -1.8349e-02, -3.8300e-02,\n", - " 4.2363e-02, -2.9268e-03, 1.6553e-02, -2.5765e-02, -5.7496e-02,\n", - " 2.9435e-02, -1.9588e-02, -5.3201e-02, -1.5394e-01, 6.0334e-03,\n", - " 3.9881e-02, 6.9188e-03, -6.4305e-02, -5.9645e-03, -5.3314e-02,\n", - " -3.7108e-02, -3.0492e-02, -5.4900e-02, -1.3776e-02, -4.4202e-02,\n", - " -1.3504e-02, 1.9884e-03, -6.2694e-02, -9.7083e-03, -2.9480e-02,\n", - " -4.7304e-02, -2.8082e-02, -5.3774e-02, -1.5157e-02, 3.7363e-02,\n", - " -7.8915e-03, -1.2612e-02, -3.1819e-02, 2.9497e-02, -6.3238e-02,\n", - " -4.4190e-02, 8.2589e-02, 3.4296e-03, -5.5870e-02, -1.4455e-03,\n", - " -4.9274e-02, -3.3716e-02, -1.6712e-03, -7.8818e-02, 1.3456e-04,\n", - " -4.2685e-02, -5.5039e-02, -8.0704e-04, -5.3792e-02, -4.3908e-02,\n", - " -4.2086e-02, -2.0246e-02, -9.8204e-03, 1.1588e-02, -5.2375e-03,\n", - " -1.0368e-01, 8.1678e-02, 2.4802e-02, -2.1297e-02, -9.7985e-03,\n", - " -5.9728e-02, 1.5593e-02, -2.7538e-02, -7.1796e-02, -2.6682e-02,\n", - " -9.7993e-03, -6.1281e-03, -1.3567e-02, 4.6011e-02, -3.6998e-02,\n", - " -2.9911e-02, -3.7790e-03, 6.2445e-02, -4.7371e-02, -2.5641e-02,\n", - " -3.3513e-02, 3.3076e-02, -3.4258e-03, -6.4098e-02, 6.2438e-03,\n", - " -2.5948e-03, -2.0595e-02, 5.8018e-03, -1.6952e-02, -3.1340e-02,\n", - " 9.2013e-03, 4.3807e-03, -2.9900e-02, -4.6831e-02, -3.2926e-02,\n", - " -4.3346e-02, -5.5193e-02, -3.0171e-02, -4.6218e-02, 4.4061e-03,\n", - " -9.8874e-02, -4.5176e-02, -1.1195e-02, -2.7977e-02, -7.3573e-02,\n", - " 1.1170e-02, 3.1528e-03, -3.4605e-02, 3.5081e-02, -2.1169e-02,\n", - " -8.5231e-02, -4.1800e-02, -7.9768e-03, -3.4629e-02, -5.7468e-02,\n", - " -4.7183e-02, -2.8348e-02, -3.6573e-02, -2.6794e-03, -1.7779e-02,\n", - " -1.4600e-02, -1.0303e-01, 3.5081e-03, -2.5528e-02, -4.9287e-02,\n", - " 3.8913e-02, -5.2635e-02, -9.3173e-02, -4.1900e-02, -4.4379e-03,\n", - " -4.4030e-02, -9.7478e-02, -2.3247e-03, -5.1886e-02, -1.7192e-02,\n", - " -1.0453e-01, -4.2942e-02, 1.8478e-02, 1.2559e-04, -1.8215e-02,\n", - " -2.0113e-02, -4.5295e-02, -1.4194e-01, -3.1605e-02, -6.3404e-02,\n", - " -3.7623e-02, -6.0113e-02, -1.3319e-02, 1.1182e-02, -1.3580e-02,\n", - " -2.4558e-02, 2.4573e-02, -6.4949e-02, 3.2738e-02, 2.5244e-03,\n", - " -4.8500e-02, -2.2500e-01, -2.6963e-02, -1.0417e-02, -4.8178e-02,\n", - " -5.7472e-02, 7.4324e-03, -3.0408e-02, 4.2802e-02, 2.3494e-02,\n", - " 7.9873e-02, -3.8498e-03, 3.8484e-03, -2.9699e-02, 1.0604e-02,\n", - " -3.2911e-02, 5.0820e-02, -5.2097e-02, -1.1356e-02, -1.6708e-02,\n", - " 8.7562e-03, -2.1074e-03, -7.0831e-02, 4.1871e-03, -6.0861e-02,\n", - " 9.9281e-03, -1.7498e-02, -4.1576e-02, -4.8107e-02, -3.5936e-04,\n", - " -3.7300e-02, -3.3615e-02, 9.3065e-03, -2.8743e-02, 3.3892e-01,\n", - " 1.5589e-02, -1.2075e-02, 6.6061e-03, -5.2829e-02, 1.5670e-03,\n", - " 4.6090e-03, -1.8197e-02, -1.4730e-02, -4.7913e-02, -5.0891e-02,\n", - " -4.0786e-02, 5.8770e-01, -6.4010e-02, -3.2896e-02, -4.6990e-02,\n", - " 3.4083e-02, -5.3831e-02, 8.2924e-03, -2.8368e-02, -7.9581e-02,\n", - " -3.3436e-02, -1.5637e-02, -4.1197e-02, -1.0807e-02, -4.7561e-02,\n", - " -2.3212e-03, -7.9414e-02, -6.0072e-02, -4.9086e-02, 2.9513e-02,\n", - " -2.1450e-02, -5.3149e-02, -3.6076e-02, -1.6571e-03, -6.2381e-02,\n", - " -6.6562e-02, -2.9433e-02, -4.5580e-02, 1.0057e-01, -4.5016e-02,\n", - " -3.4638e-02, 2.1939e-02, -3.1183e-02, 3.4385e-02, -5.1813e-02,\n", - " -8.3614e-02, -5.7168e-02, 1.2340e-03, -2.0756e-02, -2.6120e-02,\n", - " -4.4349e-02, 2.2629e-02, -3.6499e-02, -7.4934e-02, -5.3121e-02,\n", - " -3.3120e-02, -2.8963e-02, -7.9662e-02, -8.9498e-03, -4.6545e-03,\n", - " -1.6556e-02, 2.1857e-02, -2.8907e-02, -3.7812e-02, -5.4892e-02,\n", - " -3.4956e-02, -4.2588e-02, -7.1425e-02, 1.5524e-02, -3.1012e-02,\n", - " -6.1514e-02, 2.8281e-04, -1.8246e-02, -5.7785e-02, -7.1134e-02,\n", - " -1.8365e-03, -5.5846e-02, 1.3763e-02, 1.6217e-02, -3.6842e-02,\n", - " 8.6093e-03, -2.2123e-02, -3.4059e-02, 1.3480e-02, 2.1419e-02,\n", - " -5.8765e-02, -2.1433e-02, 1.2538e-02, 2.3434e-02, -5.7161e-02,\n", - " -4.8857e-02, -3.1402e-02, -3.3618e-02, 1.5734e-02, -1.7967e-02,\n", - " 1.1478e-02, 1.1616e-02, -5.8076e-02, -3.0479e-02, -7.3423e-03,\n", - " -1.0336e-02, -6.3839e-02, -6.6791e-02, -1.2612e-02, -3.2404e-02,\n", - " -6.7228e-02, -5.3619e-02, -2.7398e-02, -7.7866e-02, 5.1737e-02,\n", - " -2.5613e-02, 1.1497e-02, 1.3377e-02, -5.3409e-02, -4.9095e-02,\n", - " -2.2944e-02, 2.5084e-03, -2.5901e-02, -5.7878e-02, -6.1535e-02,\n", - " -1.7601e-02, 3.0494e-02, 1.9008e-04, -8.8127e-02, 4.1211e-01,\n", - " -5.1857e-02, -5.3548e-02, 1.5308e-02, -1.1714e-01, -2.2206e-03,\n", - " -1.2477e-03, 2.6556e-02, -3.5507e-02, -5.7006e-02, 3.4786e-02,\n", - " -4.6205e-03, -7.0835e-02, -2.1287e-02, -1.0036e-01, -8.3618e-03,\n", - " -1.0289e-01, -4.1975e-02, -3.5961e-05, -7.5675e-02, 1.9396e-02,\n", - " -3.7410e-02, 4.2746e-02, 5.0878e-03, 1.1096e-02, 1.6870e-02,\n", - " -4.5282e-02, -3.0101e-02, 4.7371e-03, -6.1676e-02, 4.0941e-02,\n", - " -3.1624e-02, -9.7934e-03, 1.2703e-02, -1.4288e-02, -8.3961e-02,\n", - " -7.7898e-02, -6.4819e-02, -3.2725e-02, -1.6302e-02, -2.3457e-02,\n", - " -1.1265e-02, -6.2687e-02, -7.6259e-02, -2.2835e-02, -2.5439e-02,\n", - " -2.4275e-02, -4.0159e-02, 1.8949e-02, -5.8023e-02, 9.1777e-02,\n", - " -6.6573e-02, -2.8843e-02, -1.1038e-01, 1.0182e-02, 5.3695e-02,\n", - " -5.3867e-02, -7.2295e-03, 1.9030e-02, -1.3369e-02, -6.8040e-02,\n", - " -8.5284e-03, -1.7947e-03, -4.6275e-02, 1.1811e-02, -2.4199e-02,\n", - " -1.1963e-02, -4.9817e-02, -3.2041e-02, -3.5187e-02, -1.6900e-02,\n", - " 5.3006e-02, -4.8574e-02, -5.8965e-03, 4.1262e-02, -4.1019e-02,\n", - " -1.0224e-02, -4.6405e-02, 2.5255e-02, -9.2840e-03, -5.2485e-02,\n", - " -4.3174e-02, -5.2193e-02, 1.9306e-02, 4.4194e-02, -6.9535e-02,\n", - " 2.6020e-02, -4.7134e-02, -4.4771e-02, 2.4170e-02, -3.9867e-02,\n", - " -2.1866e-02, -4.8301e-02, -1.4754e-02, 1.3661e-03, -1.0784e-01,\n", - " -3.0805e-02, -2.7660e-02, -4.8102e-02, -9.1866e-03, 7.9246e-03,\n", - " -7.7543e-02, 4.5545e-02, -2.2095e-02, 1.2343e-02, -4.7419e-02,\n", - " -3.0890e-02, -4.7592e-02, -3.6342e-02, 6.3097e-04, -4.9002e-02,\n", - " -2.9923e-02, 2.1318e-02, 3.0553e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.8489e-01, -3.3124e-01, -4.3010e-01, 3.7446e-01, -2.9812e-01,\n", - " 4.1033e-01, 1.3646e-02, 2.9376e-01, 2.3383e-01, -1.2945e-01,\n", - " 1.3669e-01, 4.5210e-01, -1.0082e-01, 1.1044e-01, 4.3167e-01,\n", - " 5.6541e-01, 3.0794e-02, -4.6629e-02, -3.1482e-01, -1.1942e-01,\n", - " 6.1346e-03, 6.2427e-03, 2.3396e-03, 4.7037e-01, -2.2886e-02,\n", - " -6.2375e-02, -7.1073e-02, 5.8564e-01, -4.2026e-01, -3.4540e-03,\n", - " 3.2105e-01, -1.8254e-02, -1.3706e-01, -2.3993e-01, 5.9321e-02,\n", - " -7.8094e-02, -7.2291e-02, -1.2547e-01, 5.4023e-01, -7.8405e-02,\n", - " -2.5014e-01, -4.0590e-01, -3.7391e-01, -1.3888e-01, -7.1713e-01,\n", - " -4.6858e-01, -1.2957e-01, -3.6054e-01, 3.2525e-02, 2.0976e-01,\n", - " 4.2818e-01, -1.9358e-03, 6.7248e-01, -1.7651e-01, 2.9992e-01,\n", - " -2.9333e-01, 4.1232e-01, 8.0839e-02, -1.7654e-01, -2.7399e-01,\n", - " 6.4752e-01, 6.0843e-02, -3.3030e-01, 1.7246e-01, 2.7914e-03,\n", - " -3.1521e-01, 8.2644e-02, -1.9958e-02, 2.1809e-01, 1.7399e-01,\n", - " -2.6624e-01, -4.0962e-01, 7.9974e-02, 1.9369e-01, -4.8293e-02,\n", - " -1.2614e-01, -1.9763e-01, -6.5171e-02, 1.5967e-01, -1.4000e-01,\n", - " 6.2880e-02, -2.7356e-01, -5.9934e-02, 2.3066e-01, -2.7862e-01,\n", - " 1.9154e-01, 2.3168e-01, 2.6202e-01, -8.6124e-02, 2.2699e-01,\n", - " 3.5047e-01, -2.3871e-01, -1.5331e-01, -2.2481e-01, 1.3997e-01,\n", - " 1.4192e-01, -8.3620e-02, 4.0302e-03, -1.8222e-01, 1.5280e-01,\n", - " 4.0887e-02, -5.8838e-02, 2.7807e-01, 1.7975e-01, 7.7742e-01,\n", - " -2.4235e-01, -2.4671e-01, 1.4599e-01, 6.3281e-03, -1.1179e-01,\n", - " 1.1025e-02, 2.8746e-01, 1.7988e-01, 7.7579e-02, 1.1463e-01,\n", - " -6.6896e-01, 1.1587e-01, 7.5706e-02, -8.8695e-02, -2.5169e-01,\n", - " 1.4984e-01, -7.2795e-02, -8.8063e-02, -1.2028e-01, -1.7058e-01,\n", - " 7.6667e-02, -2.1375e-01, 2.0073e-01, 1.9583e-01, 8.0408e-01,\n", - " -5.3779e-01, -1.1702e-02, -1.0567e-02, 1.0582e-01, -7.5998e-02,\n", - " 2.3731e-01, -1.5354e-01, -5.4487e-02, -2.0449e-01, -2.2857e-01,\n", - " 1.8506e-01, -5.7091e-02, 2.5378e-01, -7.9125e-01, -9.3032e-02,\n", - " 2.8279e-02, 1.9584e-01, -5.0331e-02, -7.9867e-02, -3.0853e-01,\n", - " 2.2363e-01, 8.4720e-01, 2.3935e-01, 2.2835e-01, -5.2848e-01,\n", - " 2.8211e-01, 2.5441e-01, 8.0123e-02, -1.5332e-01, 6.7468e-01,\n", - " 5.6864e-01, -5.2057e-01, 3.9703e-01, 2.6251e-01, -5.9847e-01,\n", - " 4.1609e-01, -7.9105e-03, -6.9898e-01, -2.0899e-01, -4.8142e-02,\n", - " -4.6933e-01, -6.8433e-01, 1.4434e-01, 3.4654e-01, -1.7598e-01,\n", - " -7.1655e-02, -6.9113e-01, -2.4736e-01, -1.2397e-01, 8.4316e-01,\n", - " -4.9706e-01, 5.6946e-01, 4.4711e-01, 6.4052e-02, 3.0408e-01,\n", - " -9.8506e-02, -6.5089e-01, -1.8741e-01, 5.7123e-01, -1.1437e-01,\n", - " -4.9258e-01, -2.9165e-01, -8.0386e-01, 1.0950e-01, 1.6421e-01,\n", - " -1.5547e-01, 9.8606e-02, -1.6412e-02, 4.8571e-01, -8.2606e-02,\n", - " 3.5631e-02, 7.2864e-02, 8.7598e-02, 5.9679e-01, -8.7582e-02,\n", - " -2.9564e-01, 1.0702e-01, -1.5818e-01, 1.1894e-01, 1.4497e-01,\n", - " 4.8879e-01, 3.0176e-03, 2.2842e-01, -4.2859e-01, -2.7235e-01,\n", - " -5.3011e-01, -5.5786e-01, -5.8997e-02, 7.9632e-01, -5.8626e-02,\n", - " -9.8919e-02, 3.2998e-01, -1.0507e+00, 1.3438e-01, 1.4008e-02,\n", - " -9.2981e-02, 1.5252e-01, -9.1765e-02, 1.0015e-01, 6.3314e-01,\n", - " 6.5774e-01, 6.1555e-02, -1.4645e-01, -3.5250e-01, -2.2083e-01,\n", - " -1.9874e-01, -1.8764e-01, 3.0088e-01, 2.3735e-02, 6.5133e-02,\n", - " -4.2923e-01, 7.1600e-02, -1.3129e-01, 8.2515e-02, -1.0584e-01,\n", - " -7.9495e-02, 9.3183e-03, 4.6218e-02, 1.2027e-01, 2.4649e-01,\n", - " -6.9316e-01, -1.2578e-02, -3.0331e-02, 1.2410e-01, -1.1400e-01,\n", - " -1.5678e-01, -1.6651e-01, 3.6195e-02, -2.3504e-01, -3.6726e-03,\n", - " -1.0161e-01, 3.6750e-01, 3.1852e-01, -5.9106e-02, 3.4217e-02,\n", - " -2.1754e-01, -2.3551e-01, 3.6103e-02, 2.1071e-01, 2.7611e-01,\n", - " -5.0213e-02, -3.7366e-01, -1.2157e-01, 4.2925e-01, -3.1812e-02,\n", - " 2.9549e-01, 4.0182e-02, 1.3434e-02, -9.9949e-02, 1.4390e-01,\n", - " 3.1268e-01, 1.8284e-01, 3.7054e-01, 3.5790e-01, -5.0184e-01,\n", - " 3.2587e-01, -4.4592e-02, -4.0465e-02, -5.2859e-02, -2.3924e-01,\n", - " 2.0782e-01, -1.1638e-01, 1.3380e-01, 2.2811e-05, -3.3404e-01,\n", - " 1.2057e-02, -4.9895e-01, 3.3536e-02, 6.2386e-04, -1.2601e-01,\n", - " 4.3579e-01, 2.9640e-01, -2.4240e-01, 1.9250e-01, -2.6214e-01,\n", - " -2.3481e-01, -2.2642e-01, 1.6777e-01, 6.1690e-02, -2.2819e-01,\n", - " -1.2938e-01, 1.3654e-01, -2.1470e-01, 2.1265e-02, 4.6027e-01,\n", - " 1.8301e-01, -1.4006e-01, -1.7721e-01, 1.1944e-01, 3.4722e-01,\n", - " -3.3319e-01, -2.6829e-01, 3.8216e-01, -2.3281e-01, 2.1406e-01,\n", - " -3.0431e-01, -1.9031e-01, 1.7175e-01, 2.1221e-01, -2.5501e-01,\n", - " 9.7685e-02, -1.5392e-01, 2.6573e-01, -2.4665e-02, 8.4981e-02,\n", - " 4.4930e-01, 3.4780e-02, -5.8937e-01, 6.6458e-02, -8.5723e-02,\n", - " -1.5427e-02, 4.0723e-01, -4.4214e-01, -2.1413e-01, -2.0542e-01,\n", - " -3.1949e-02, -4.7780e-01, 9.8478e-02, 1.2287e-01, -8.9370e-03,\n", - " -4.4878e-01, 2.8186e-02, 1.9152e-01, -3.1188e-01, -4.0081e-01,\n", - " -3.2500e-01, -6.2002e-01, 4.0043e-01, 1.5841e-01, 6.8662e-03,\n", - " -3.8604e-01, 2.0595e-01, -8.2857e-03, -3.3911e-01, 4.6291e-01,\n", - " 1.3700e-01, 1.8122e-01, 3.8649e-01, 3.1338e-02, -1.0855e-01,\n", - " -2.3737e-01, 1.7963e-01, 2.3472e-01, -1.3365e-01, -2.6631e-01,\n", - " 1.3512e-01, -2.9656e-01, -3.5300e-01, -1.1167e-01, 1.0656e-01,\n", - " 9.2364e-03, 4.1374e-01, -1.8846e-01, 6.8195e-02, 2.5161e-01,\n", - " 2.0155e-01, 1.7245e-01, -3.0406e-01, -5.3754e-01, -9.8802e-02,\n", - " -6.1822e-01, 6.0034e-02, -1.1062e-01, -3.4004e-01, -3.3975e-01,\n", - " -3.4871e-01, -6.2921e-01, -1.6038e-01, -2.0739e-01, -5.2669e-01,\n", - " 6.4463e-01, 1.9417e-01, 1.9179e-01, 3.1634e-01, 7.5406e-02,\n", - " 3.1964e-01, -1.9367e-01, 1.7780e-01, -2.4591e-01, 4.4233e-01,\n", - " 7.6408e-02, 1.8460e-01, -2.6214e-01, -2.4562e-01, -1.6472e-02,\n", - " -4.8757e-01, 1.0493e-01, 3.1760e-01, 4.1078e-01, 8.8522e-02,\n", - " -1.6435e-01, 6.7121e-01, -3.1974e-01, -2.9294e-01, -7.9923e-02,\n", - " 2.6307e-01, -2.3833e-01, 2.6378e-01, -3.9119e-03, 8.4737e-02,\n", - " 8.5894e-02, 1.8480e-02, 4.6933e-02, 4.9697e-02, -6.4783e-02,\n", - " -1.6955e-02, 2.4569e-01, -1.5759e-01, 4.2826e-01, 2.9507e-01,\n", - " -5.2655e-01, -3.5639e-02, 1.6804e-01, 1.8988e-01, -4.6370e-01,\n", - " -4.0561e-01, -1.0397e-01, 5.4172e-01, -9.5854e-02, -8.3530e-02,\n", - " 1.6633e-01, 9.7900e-02, 1.8279e-01, 2.3489e-02, 3.0400e-01,\n", - " 1.2061e-01, -3.8661e-02, -2.3256e-02, -7.8310e-03, -1.3773e-01,\n", - " -6.3753e-02, -1.2067e-02, 6.3794e-02, -8.2140e-02, -3.0764e-01,\n", - " 7.0755e-02, -2.2271e-02, 1.3317e-02, -1.8396e-01, 5.3562e-01,\n", - " -3.4545e-01, -1.6799e-01, 2.1540e-01, -1.3484e-01, -2.5042e-01,\n", - " 1.5494e-01, 1.3751e-01, 3.1874e-01, -3.5636e-01, -3.9095e-01,\n", - " 5.4927e-02, 1.7744e-01, -4.0647e-02, -3.4816e-01, -3.3862e-01,\n", - " 1.2014e-01, 1.0037e-01, 7.2566e-02, 1.9097e-01, -2.9248e-02,\n", - " -1.4208e-01, -2.4115e-02, 3.4548e-01, -1.6913e-02, -5.9503e-02,\n", - " -1.2607e-01, 1.2017e-01, -9.7285e-02, 1.8291e-01, -1.2640e-01,\n", - " 1.6645e-01, 3.5463e-01, -3.5151e-01, -1.0328e-01, 1.2796e-02,\n", - " -6.9293e-02, -1.5903e-02, -2.7752e-01, -2.8554e-02, -8.3444e-02,\n", - " 1.6626e-01, 7.4505e-02, -3.8310e-02, 2.3652e-01, 7.4211e-02,\n", - " 3.2458e-01, -9.5230e-02, -1.2735e-01, -1.4911e-01, 4.2945e-03,\n", - " 1.2329e-01, 4.5511e-02, 1.6727e-01, 1.5782e-01, -7.6551e-02,\n", - " 9.5974e-02, -1.1994e-01, 4.2694e-01, 1.2616e-01, 5.8838e-01,\n", - " -9.5423e-02, -1.8001e-01, 2.0003e-01, -1.6516e-01, -1.2687e-01,\n", - " 5.8683e-02, -4.1033e-01, -4.0685e-01, -2.2603e-01, -1.2122e-01,\n", - " -3.0156e-02, 2.9536e-01, -2.5043e-01, 4.9295e-01, -9.2336e-02,\n", - " -1.6443e-02, 1.8238e-01, 1.7239e-01, 1.0355e-01, 1.3262e-01,\n", - " -1.5995e-01, -8.9557e-02, -1.0280e-02, 1.8755e-01, -1.4478e-01,\n", - " 2.1211e-01, 8.2291e-02, -1.4416e-01, -5.9518e-02, -2.7810e-01,\n", - " -3.6406e-01, 2.0069e-01, -7.5342e-02, 5.3550e-01, 2.2564e-01,\n", - " 3.7749e-01, -2.0449e-01, -3.3006e-01, -1.8984e-01, -2.3725e-01,\n", - " 8.5168e-02, 1.1236e-01, -2.4219e-02, -1.2992e-02, -2.9712e-01,\n", - " 7.7757e-01, -3.4466e-01, -3.1202e-01, 3.0804e-02, -9.8628e-02,\n", - " 3.5855e-01, 1.8864e-01, 8.6580e-02, 8.1437e-02, -1.6036e-01,\n", - " -4.5756e-01, 1.1505e-01, 2.0563e-01, -2.4954e-01, 2.9659e-01,\n", - " -1.9837e-02, -2.7788e-01, 1.4430e-01, -1.7585e-01, -1.5643e-01,\n", - " 2.1243e-01, 5.4225e-01, -1.2717e-01, 3.5752e-02, -4.5371e-01,\n", - " 6.3445e-01, 4.4256e-01, -1.3321e-01, 2.4148e-01, -2.1610e-01,\n", - " 8.4087e-03, 5.7336e-01, 5.9437e-03, -1.8614e-02, 8.5323e-02,\n", - " 2.4101e-01, -1.6399e-01, -1.7986e-02, 3.5469e-01, -4.2490e-01,\n", - " -2.0145e-01, 3.1705e-01, 2.2076e-01, -3.3602e-02, -2.1430e-02,\n", - " 4.4792e-01, -2.9726e-01, -3.5473e-01, 9.7687e-02, -1.8860e-01,\n", - " -3.9589e-01, 2.6746e-01, 2.6482e-01, -5.1057e-01, 1.2503e-01,\n", - " 5.3045e-02, -1.5927e-01, 5.5048e-01, -2.0582e-01, -3.7131e-01,\n", - " 1.7405e-01, 4.1754e-01, 4.1048e-01, -1.1612e-01, -3.4101e-01,\n", - " -2.2326e-01, 2.6615e-01, 1.8053e-01, 2.1057e-01, 8.1299e-01,\n", - " -3.3159e-01, 3.0038e-01, 5.7480e-01, 2.1212e-01, 2.8898e-01,\n", - " 1.1549e-01, 1.2008e-01, -6.0377e-01, -2.1497e-01, 9.4900e-02,\n", - " -2.8878e-01, 5.4186e-01, 5.3945e-02, 7.6496e-02, 1.2587e-01,\n", - " -1.1557e-01, 6.9715e-02, -3.8356e-01, 1.2184e-01, 8.6199e-01,\n", - " -8.1979e-03, -4.3190e-02, 1.7237e-01, -1.3230e-01, 2.8381e-01,\n", - " 3.7719e-02, 7.2773e-02, 6.2169e-01, 6.9022e-02, -5.2975e-02,\n", - " 2.0351e-01, 2.5533e-01, -2.1431e-01, -5.0973e-01, 4.2319e-01,\n", - " 4.4431e-01, 6.4152e-02, -3.5149e-01, 8.8540e-02, -1.8374e-01,\n", - " 1.0901e-01, 9.6155e-02, 6.4958e-01, 2.1728e-01, -3.2295e-01,\n", - " 1.6695e-01, 6.9910e-02, 1.5084e-02, 1.0388e-01, -2.0169e-01,\n", - " 1.3433e-01, -9.2763e-02, -6.5765e-01, 4.1478e-02, -2.6200e-02,\n", - " -4.6310e-01, 4.0830e-01, -7.6598e-02, 4.2069e-01, 1.2944e-01,\n", - " 2.4124e-01, -7.1374e-02, -3.2460e-01, -9.6200e-03, -1.1448e-01,\n", - " -1.4036e-01, 3.8453e-01, -2.6108e-01, -4.5603e-02, -9.7946e-02,\n", - " -3.0831e-01, 3.4762e-01, 1.9457e-01, 9.4705e-03, -1.1948e-01,\n", - " 1.3706e-01, -2.1643e-01, -2.9995e-02, 3.2656e-01, 3.3158e-01,\n", - " -8.0044e-02, 5.4864e-02, -6.1310e-02, -1.6047e-01, -3.1118e-01,\n", - " 2.7460e-02, -7.0083e-02, 3.6356e-01, -2.5512e-01, 2.6982e-01,\n", - " -5.0741e-01, 9.1735e-02, 3.1772e-02, -1.3808e-01, -6.6558e-02,\n", - " -2.1381e-01, -2.6414e-01, -3.5044e-01, 5.4390e-02, -1.4077e-01,\n", - " 2.1261e-01, 4.7681e-01, -4.1564e-02, 2.3639e-01, 2.1278e-01,\n", - " 2.0354e-01, 1.2608e-01, -1.3074e-02, -1.4925e-01, 2.8512e-02,\n", - " 1.4976e-01, -7.3337e-03, -1.5981e-01, -1.3514e-01, -1.7065e-02,\n", - " 2.0874e-01, 5.1820e-02, 3.1308e-01, 1.6592e-02, -2.2513e-01,\n", - " 1.8471e-01, -1.1109e-01, -7.6860e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.0431e-03, 3.5106e-04, -2.4626e-03, -1.0567e-04, -1.1928e-03,\n", - " 2.6925e-03, 2.2769e-03, 8.4066e-04, 2.2366e-03, 8.5631e-04,\n", - " 9.5796e-04, 1.4070e-03, 6.3313e-04, -1.6668e-03, -3.9759e-03,\n", - " 1.9305e-03, 2.1245e-04, -6.6218e-03, -9.6426e-04, -1.3669e-03,\n", - " 2.8618e-03, 3.8692e-03, -5.1340e-04, 8.7632e-04, 5.8980e-04,\n", - " -3.4487e-03, -1.0480e-03, -2.9190e-04, -3.7491e-03, -1.1196e-02,\n", - " -3.0301e-03, -9.7091e-04, -1.7841e-03, 1.2603e-03, 1.1210e-03,\n", - " 1.1750e-03, -5.4153e-04, -3.1819e-03, 2.5912e-03, 2.1706e-04,\n", - " -3.3490e-04, -4.9331e-04, -1.8153e-03, -8.6359e-03, -2.5329e-03,\n", - " -3.0781e-03, -2.6580e-04, -5.3357e-04, 1.7155e-03, -4.6053e-04,\n", - " -1.3000e-03, 6.0365e-04, 9.6582e-04, -4.4838e-03, 1.1874e-03,\n", - " -1.5509e-03, 2.0464e-03, 2.3995e-03, 1.0435e-03, -7.9156e-04,\n", - " -1.9315e-03, 4.0070e-03, -1.5505e-03, -2.8468e-03, -4.1579e-03,\n", - " -2.2358e-03, 3.0939e-03, 2.3025e-03, -5.7412e-03, -6.5179e-04,\n", - " 1.4284e-03, 5.6102e-03, 7.5654e-05, -2.7413e-04, -2.3201e-04,\n", - " 7.3014e-03, 4.9583e-03, 2.7453e-03, -2.1549e-03, 5.1880e-03,\n", - " -5.8259e-04, 3.0841e-03, -1.7244e-03, -5.9742e-03, -2.4615e-03,\n", - " 3.6710e-03, 1.2727e-03, -9.1166e-03, 2.1024e-03, -2.0577e-03,\n", - " -2.7588e-04, 1.9125e-03, 2.1786e-04, 5.8409e-03, 4.5047e-04,\n", - " -6.4889e-03, 1.4768e-03, 7.0867e-04, 2.9707e-03, 3.7071e-03,\n", - " 6.1321e-04, -1.6805e-03, -1.0285e-03, 7.6123e-04, -3.7541e-03,\n", - " 1.3802e-03, 4.0661e-03, 1.3468e-03, 2.0691e-03, 7.0522e-04,\n", - " -1.0956e-03, 1.5189e-04, 1.0138e-04, 5.2394e-03, 6.2775e-04,\n", - " -7.7419e-04, -1.0243e-03, 2.2899e-03, 8.2127e-05, 3.4014e-04,\n", - " 3.2373e-04, -5.0135e-03, 4.9464e-03, -2.3620e-03, -3.2513e-03,\n", - " -9.0608e-03, 3.7853e-05, -3.1300e-04, 6.0969e-03, -5.0433e-03,\n", - " 2.2494e-03, -3.9667e-03, -2.5700e-03, 3.4893e-03, -3.4346e-04,\n", - " -1.0859e-02, -5.1781e-04, -2.5808e-03, 5.9745e-03, 6.7779e-04,\n", - " 5.6374e-03, 5.7691e-03, 4.9484e-04, -6.6995e-04, -3.0380e-04,\n", - " 2.7891e-03, 1.5116e-03, 6.7941e-03, 7.0579e-03, -7.1740e-04,\n", - " 1.2263e-03, -2.0803e-03, -1.2445e-02, 2.2425e-04, -2.5078e-03,\n", - " -4.8600e-04, 7.8770e-04, 2.2338e-04, -2.3877e-03, 1.7849e-04,\n", - " 1.0370e-03, -8.2332e-04, 5.0712e-04, -5.5647e-03, -7.7268e-03,\n", - " -3.3996e-03, -8.1165e-03, 4.8382e-03, -6.8620e-03, 3.7298e-03,\n", - " 1.1637e-03, -1.0816e-03, -2.4026e-03, -5.5749e-03, 9.1364e-03,\n", - " -9.7377e-03, 5.8054e-03, 4.1048e-03, 2.8541e-03, 1.2820e-03,\n", - " 1.9604e-03, -2.5624e-03, -6.6849e-03, 3.7216e-03, 6.8816e-03,\n", - " -9.7042e-03, -4.9029e-03, -3.5374e-03, -4.1783e-04, 2.7750e-03,\n", - " 3.2810e-03, -3.2365e-03, 1.3648e-03, 8.0742e-03, -1.5785e-03,\n", - " 3.9737e-04, 1.0561e-02, 3.0356e-03, -7.4297e-03, -4.3169e-03,\n", - " 2.2274e-03, -5.6777e-03, -2.2566e-03, -3.3339e-03, -1.8071e-04,\n", - " -3.0179e-03, -9.9552e-04, -3.0800e-03, -6.7715e-03, -5.1166e-03,\n", - " 5.1844e-03, 3.9874e-03, 5.7430e-03, 5.3576e-04, -3.3581e-03,\n", - " 2.5948e-03, -1.0682e-02, 1.7226e-03, -6.5578e-03, -3.5433e-03,\n", - " -6.7449e-03, 1.9850e-03, -2.5040e-03, -2.8073e-03, -2.1749e-03,\n", - " 7.9526e-04, 1.9119e-03, 4.9029e-03, -3.9821e-03, -5.2596e-04,\n", - " -4.2743e-03, -7.1898e-03, -6.9820e-03, -1.3537e-04, -9.0344e-04,\n", - " -1.3415e-03, -3.5522e-03, 3.6009e-03, -1.1609e-03, -3.3243e-03,\n", - " -2.0417e-03, -5.3317e-03, -1.2358e-03, -1.4498e-03, -2.2774e-04,\n", - " -1.5560e-03, -1.8056e-03, 5.5098e-03, -8.7958e-03, 8.2840e-03,\n", - " -7.6833e-03, -5.6914e-03, -5.8619e-03, -9.0921e-04, -5.8744e-03,\n", - " 3.7392e-04, 3.2069e-04, -8.4745e-04, -4.0236e-04, 6.4320e-04,\n", - " 9.1090e-04, -7.2433e-04, -1.6909e-03, 1.4301e-03, -5.0588e-04,\n", - " 1.3308e-03, -2.0329e-03, 1.1653e-03, -1.7977e-03, -1.3836e-03,\n", - " -1.0183e-03, 2.3465e-03, -2.4039e-04, 3.3329e-04, -1.6794e-03,\n", - " -1.1288e-03, -2.5752e-05, -1.5180e-03, 1.4402e-03, -8.0823e-04,\n", - " 2.1207e-03, -2.0448e-03, -3.3600e-03, -1.2373e-03, 1.9503e-06,\n", - " -1.0871e-03, 1.3004e-04, 1.1808e-03, 6.9708e-04, -8.0657e-04,\n", - " -2.1594e-03, 3.5783e-03, 7.7612e-04, 7.3907e-04, 1.7375e-03,\n", - " -1.8736e-03, 2.1354e-04, -2.5787e-04, -5.3830e-04, -2.0698e-03,\n", - " -3.9820e-03, 3.1612e-04, -1.3805e-03, 5.8698e-04, 3.0345e-03,\n", - " -1.7009e-05, 3.9967e-04, 6.3367e-04, -3.1893e-03, 2.0281e-03,\n", - " 6.1758e-04, -3.5339e-03, 5.0524e-04, 1.6291e-03, -2.4280e-03,\n", - " -3.4301e-04, 7.1670e-04, 4.5634e-04, -4.0376e-04, -3.6614e-03,\n", - " -8.4598e-04, 6.2077e-04, -1.2097e-03, -4.4474e-03, 4.6044e-03,\n", - " -6.5910e-04, -7.5349e-04, -2.2270e-03, -2.8809e-03, -7.6910e-04,\n", - " -8.3157e-03, -9.2905e-04, -1.2611e-03, 1.6958e-03, 1.7305e-03,\n", - " 3.2044e-03, 2.6173e-03, -3.8723e-03, 1.2840e-04, -4.3503e-03,\n", - " 8.2148e-04, 1.7199e-03, 4.5639e-03, -1.2464e-03, 1.9161e-03,\n", - " -2.2686e-04, -6.0822e-03, -3.3107e-03, -3.9914e-03, -1.8253e-03,\n", - " -9.8783e-05, -3.7622e-04, 4.0962e-04, -2.3172e-03, 1.7000e-03,\n", - " 1.6250e-03, -4.1741e-03, 1.6663e-03, 2.3251e-03, -1.3617e-03,\n", - " 1.8234e-03, 2.2529e-05, -4.6290e-05, -3.6841e-03, 3.4942e-03,\n", - " 3.3400e-03, -2.2279e-03, 1.3605e-03, -2.3897e-03, -5.4269e-03,\n", - " 1.0525e-03, 3.7370e-03, 6.7274e-04, -2.1267e-03, 1.1230e-03,\n", - " -1.9583e-03, -1.0119e-04, 5.4515e-03, -5.7069e-04, 4.0290e-03,\n", - " 1.7061e-03, 8.8862e-04, 5.1579e-03, -1.7934e-03, 6.3909e-04,\n", - " 4.3694e-03, 1.2166e-03, 6.3088e-04, -6.9658e-04, 2.8275e-03,\n", - " 1.3525e-03, -1.4794e-04, 4.7986e-04, 2.9579e-03, -3.6428e-04,\n", - " 3.1395e-03, 2.0283e-03, 6.6030e-04, -3.4356e-04, 2.2223e-03,\n", - " 2.1018e-03, -3.6386e-04, 1.1514e-03, 4.3875e-04, -4.5161e-03,\n", - " 1.0359e-03, 2.6807e-03, -1.5430e-03, 4.1554e-05, -3.0887e-04,\n", - " -7.9120e-04, 1.9608e-03, 2.5359e-04, 1.0937e-03, -3.2348e-04,\n", - " 1.3112e-04, 1.5074e-03, -3.3533e-03, 9.8169e-04, -5.2284e-04,\n", - " 1.3747e-03, -4.7408e-03, -5.5241e-04, -6.4054e-04, 3.0441e-04,\n", - " 1.3037e-03, -4.5248e-04, -2.2012e-03, 7.6119e-04, 5.3694e-05,\n", - " 4.7444e-04, -2.9804e-03, 4.0276e-04, 2.4306e-03, 3.8113e-04,\n", - " -1.2839e-03, -7.1419e-04, -3.2176e-03, -1.6195e-03, 8.4937e-04,\n", - " 1.3038e-03, -3.5509e-04, -1.5786e-03, -1.7350e-03, 8.5845e-04,\n", - " 9.1009e-04, -7.0567e-04, -6.2837e-04, -1.0712e-03, -9.7277e-05,\n", - " 2.6638e-04, 2.3639e-03, -4.2611e-03, -2.2416e-03, -1.1255e-03,\n", - " 8.2460e-04, -7.7557e-04, 1.9394e-03, -1.7107e-03, 1.0478e-03,\n", - " 1.3784e-03, 5.1448e-04, 1.9722e-03, -1.6032e-03, 6.3765e-04,\n", - " 4.6615e-04, 2.0904e-03, 1.9137e-04, 1.5728e-03, -1.6731e-03,\n", - " 1.2058e-03, -2.1900e-03, 1.9766e-03, -2.3016e-03, 1.1875e-03,\n", - " -1.4003e-03, -2.4037e-04, 1.1378e-03, -6.7798e-04, 2.5701e-03,\n", - " -6.4769e-04, -2.3915e-03, -2.3310e-03, -1.2159e-03, 2.0487e-03,\n", - " -1.2956e-03, 1.7757e-03, -7.6944e-04, -4.1152e-03, 1.5858e-03,\n", - " -4.7277e-04, -6.1488e-04, 6.4725e-04, -1.4308e-03, -2.3531e-03,\n", - " -3.1443e-03, -1.6067e-03, 2.2642e-03, 9.2018e-05, -7.5677e-04,\n", - " 2.3379e-03, -1.5432e-03, 2.2468e-03, 1.1935e-03, -5.7701e-04,\n", - " 1.7961e-03, 5.8603e-04, 2.8852e-03, 1.8866e-03, -2.3367e-04,\n", - " 6.1445e-04, -1.6887e-03, -1.5743e-03, 1.8171e-03, 1.4193e-04,\n", - " 2.0321e-03, 6.5311e-03, -1.1974e-03, -1.3194e-03, 3.4582e-03,\n", - " -3.5933e-03, 3.0023e-03, 2.1659e-03, 4.5413e-03, 2.5582e-03,\n", - " 9.0278e-05, -2.4386e-03, -3.4979e-04, 3.6338e-03, 1.4382e-03,\n", - " -2.1568e-03, -4.3663e-03, 2.4754e-03, -2.5498e-03, 9.3997e-04,\n", - " -2.9677e-03, -1.1288e-04, -3.2200e-03, -6.3911e-03, -7.9378e-04,\n", - " 1.4907e-03, 1.9312e-03, 1.7382e-03, 5.5153e-03, 2.6058e-03,\n", - " -5.6212e-04, -7.1624e-03, -3.3079e-03, -3.2267e-03, -2.6781e-03,\n", - " -8.1573e-04, -3.5097e-03, -1.5455e-04, 3.6644e-03, 3.8557e-04,\n", - " -1.4939e-03, 1.7009e-03, -1.5032e-03, -5.1180e-03, -3.4543e-03,\n", - " -3.8104e-03, 3.9199e-03, -4.9379e-04, 2.3250e-03, -2.3061e-04,\n", - " -3.7607e-03, -2.2979e-03, 2.6172e-04, -1.8256e-03, -2.8880e-04,\n", - " 1.8799e-03, -6.1913e-04, 2.0894e-03, -6.3174e-04, -2.7680e-03,\n", - " 5.3992e-03, -5.8881e-03, -3.7810e-03, -1.2816e-03, -1.9544e-03,\n", - " 5.9226e-03, 3.8861e-03, 1.9017e-03, 6.4641e-04, 1.3844e-04,\n", - " -3.7377e-03, -2.9628e-03, -3.2913e-03, 1.6391e-03, -5.8727e-05,\n", - " 1.5404e-03, -6.1024e-03, -1.0886e-03, 2.7933e-03, -2.7643e-03,\n", - " 2.3207e-03, 7.5202e-04, -1.8232e-03, -1.0905e-03, -2.9531e-03,\n", - " 1.7102e-03, 2.4259e-03, 1.1053e-03, 4.1845e-03, -4.0787e-03,\n", - " -2.9755e-03, -6.9621e-05, -2.0987e-03, 3.1875e-03, -2.8671e-03,\n", - " 1.6299e-03, -1.8977e-03, -4.6078e-03, -1.3457e-03, 2.6928e-04,\n", - " -3.0464e-03, 5.0422e-04, 2.1132e-03, 1.4270e-03, 1.5166e-03,\n", - " -2.1034e-03, -3.8364e-03, -2.6721e-03, 2.4307e-03, 2.0817e-03,\n", - " -4.3358e-03, 4.2757e-03, 1.0120e-03, -1.9561e-03, 1.3125e-03,\n", - " 2.1250e-03, -3.4695e-03, -5.0647e-06, -3.6495e-03, -7.5881e-04,\n", - " 4.1714e-03, 2.6322e-04, 1.7546e-03, -3.2954e-03, -3.3457e-03,\n", - " -5.6262e-03, 8.2010e-03, 3.1612e-03, 7.9004e-04, -4.1380e-03,\n", - " -1.9747e-03, -9.1793e-04, 4.1773e-03, -6.7487e-03, 1.3533e-03,\n", - " -5.1186e-03, -1.8396e-03, -2.9405e-03, -3.3857e-03, -2.1431e-03,\n", - " 7.9260e-04, -2.1589e-04, 4.4159e-03, -1.0972e-05, 4.7717e-03,\n", - " 5.9975e-03, 3.7115e-03, -5.8263e-03, -1.4897e-03, 4.7102e-03,\n", - " 3.1084e-03, 7.5478e-03, -2.2411e-04, -3.2253e-03, 4.2187e-03,\n", - " 2.8618e-03, 2.2959e-03, -5.5697e-03, 3.3445e-03, 1.9183e-03,\n", - " 4.0987e-03, 4.7633e-03, 2.2716e-03, -3.9922e-03, -1.3958e-03,\n", - " 3.0643e-03, -1.9670e-03, -3.1464e-03, 3.7902e-03, 1.2628e-05,\n", - " -2.9753e-03, -5.7541e-03, -1.0405e-03, -3.4386e-03, -5.8931e-03,\n", - " -2.1823e-03, 4.5738e-03, 2.8360e-03, 5.8113e-03, -1.6444e-03,\n", - " 1.4431e-03, 8.1542e-03, -2.7134e-03, -1.7169e-03, 6.0826e-03,\n", - " -7.4264e-03, 4.8484e-03, 3.1272e-03, 3.5234e-03, 3.5074e-03,\n", - " -2.6778e-03, 1.1519e-04, -4.7536e-03, -1.9328e-03, -2.1680e-03,\n", - " 5.4399e-03, 3.1075e-03, -4.1629e-03, -2.8152e-03, 3.7793e-03,\n", - " 2.2695e-03, -1.7827e-03, -4.8512e-03, -3.5527e-03, -7.5123e-03,\n", - " 4.0221e-03, -4.5522e-03, 2.8002e-03, -3.0477e-03, 1.3327e-03,\n", - " 2.9849e-03, -2.3801e-03, -2.5520e-03, 4.8065e-03, -6.3975e-03,\n", - " 7.9196e-03, 1.7384e-04, -4.7314e-03, 2.7880e-03, -1.1850e-03,\n", - " -1.0632e-03, -2.1725e-04, -8.7743e-04, -4.2044e-03, -3.0908e-03,\n", - " 2.1465e-03, 1.5579e-03, -1.0300e-03, -1.0580e-03, 1.5577e-03,\n", - " 1.1248e-03, 1.0437e-03, -5.8379e-03, -5.8021e-03, -2.5303e-03,\n", - " -1.7506e-03, -4.7767e-03, -1.0677e-03, 2.7741e-04, -1.9355e-03,\n", - " 4.7698e-04, -3.2704e-03, -4.4860e-03, -3.0226e-03, -8.0377e-04,\n", - " -7.2165e-03, -1.1805e-03, -5.2408e-04, -1.8040e-04, 3.6946e-03,\n", - " -5.5780e-03, 5.7287e-03, 2.9305e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1846e-02, -1.5966e-02, -2.5185e-03, 1.7368e-02, 4.4998e-03,\n", - " 1.1848e-02, -2.8886e-02, 1.2425e-02, 1.0899e-02, 8.4834e-03,\n", - " -2.1199e-02, 4.1048e-02, -4.8003e-03, -6.5762e-03, 7.9778e-03,\n", - " -2.3972e-03, 2.3084e-02, 3.4442e-03, -8.7096e-03, 1.7331e-02,\n", - " -3.8939e-02, 1.0137e-02, -1.9057e-02, 1.8962e-02, 3.0741e-03,\n", - " 3.4724e-03, -4.3460e-03, 2.2638e-02, 1.0441e-02, -1.1195e-03,\n", - " -1.5624e-02, -9.6823e-03, 9.0164e-03, 1.8710e-02, -1.4124e-04,\n", - " 8.2189e-03, 2.3824e-02, -2.6610e-03, 1.7518e-02, -4.6827e-04,\n", - " -1.0515e-02, 6.9236e-03, -2.3307e-02, -9.1532e-03, 5.6013e-03,\n", - " -5.5179e-03, 1.2101e-03, 1.7389e-02, -1.7296e-02, -8.6765e-03,\n", - " 1.2589e-02, -1.2351e-02, 2.8404e-04, -9.3721e-03, 1.2362e-02,\n", - " 7.7917e-03, 8.5243e-03, -3.2951e-03, 8.6318e-03, 1.0551e-02,\n", - " -9.4201e-03, -3.4235e-03, 1.2820e-02, -5.0422e-03, -7.6099e-03,\n", - " 1.8674e-02, 1.6889e-02, -4.2810e-02, 2.4798e-02, -9.5092e-03,\n", - " 2.5844e-02, 2.8009e-02, 2.5760e-02, 3.4005e-02, 1.5112e-02,\n", - " -5.8032e-03, 1.9347e-04, 3.2111e-02, 2.3954e-02, -2.5081e-02,\n", - " 4.8949e-02, -1.8388e-02, -6.1394e-03, 1.6829e-02, 2.1744e-02,\n", - " 2.5164e-03, -3.0971e-03, -6.0645e-02, -2.0201e-03, -6.3520e-03,\n", - " 5.3189e-02, -8.8029e-03, 6.3847e-02, -2.3108e-02, 3.8498e-02,\n", - " 8.5939e-03, -4.1927e-03, -1.2824e-02, 4.7934e-02, 3.6646e-02,\n", - " 8.9034e-03, 4.0632e-02, 3.9425e-02, 4.1196e-02, 1.6053e-02,\n", - " 4.0430e-04, -8.2938e-04, 4.1957e-04, -2.0106e-02, -1.0024e-02,\n", - " -5.4938e-02, 5.6365e-03, 2.9249e-02, 2.4535e-02, 2.2612e-02,\n", - " -8.0932e-03, 8.3893e-03, 4.6661e-02, -1.3404e-02, -2.9450e-02,\n", - " 2.4911e-02, 4.0270e-02, 5.3928e-02, -2.8447e-02, -1.8250e-02,\n", - " -4.6100e-03, -2.8984e-02, 1.9148e-03, -1.0659e-02, 2.8959e-02,\n", - " 4.5869e-02, 4.6123e-02, 2.7736e-03, -1.1811e-02, -4.2375e-02,\n", - " -2.2540e-02, 5.8613e-02, -8.9266e-02, 4.7434e-02, -4.7374e-02,\n", - " -2.9692e-03, -7.4403e-03, 7.0546e-02, 9.5363e-02, 1.3098e-02,\n", - " 4.5330e-02, 9.6831e-03, -2.7479e-02, -2.3571e-02, 1.8364e-02,\n", - " 1.9159e-02, -9.5163e-02, -1.1011e-01, 3.0472e-02, -2.9761e-02,\n", - " 6.4891e-03, 4.8856e-03, 1.3839e-02, 4.6193e-02, 1.1449e-02,\n", - " 4.3872e-02, -3.6142e-02, -2.2682e-02, 2.3684e-02, -5.5558e-04,\n", - " -6.8288e-02, -1.3367e-02, 7.0398e-03, -2.1714e-02, 1.0860e-02,\n", - " 1.2706e-02, 8.4849e-03, 6.7254e-02, 6.1996e-02, -1.4439e-02,\n", - " -6.6019e-02, 3.6129e-02, -3.2955e-02, -2.6007e-02, -1.0230e-01,\n", - " 6.2563e-04, -6.7268e-02, -4.7915e-02, 3.9003e-02, 3.9243e-04,\n", - " -1.4249e-02, -4.1063e-02, 2.5285e-02, 4.6021e-02, -2.5360e-04,\n", - " -2.4933e-02, -6.1072e-02, 1.2098e-01, -1.7096e-01, 8.0571e-02,\n", - " 8.5856e-02, 7.7960e-02, 3.1096e-02, 1.8826e-02, 1.2627e-01,\n", - " -4.1742e-02, -1.1553e-02, 1.1238e-01, -2.1274e-03, 3.4666e-02,\n", - " 4.5683e-02, -7.3575e-02, -1.0317e-02, 1.2073e-01, -6.1927e-02,\n", - " -5.0160e-03, 4.9412e-02, 1.0922e-01, 1.2830e-01, -1.0276e-01,\n", - " 6.3105e-04, 5.8686e-02, -1.6816e-01, 1.4066e-01, -5.4086e-02,\n", - " -2.1317e-02, 1.8509e-02, -9.5454e-02, 1.0355e-01, 6.8549e-02,\n", - " 3.1844e-02, -4.9949e-02, -7.4181e-02, 1.6543e-02, 7.2916e-03,\n", - " 7.6032e-02, 1.8320e-02, 5.8019e-02, -1.1559e-01, -1.5078e-02,\n", - " 2.7174e-02, 1.1706e-01, 1.4624e-01, -1.2409e-01, -6.8470e-02,\n", - " -3.2979e-02, 5.9135e-02, -5.6289e-02, -5.3784e-02, 1.2102e-01,\n", - " -8.8813e-02, 5.1569e-02, -8.9610e-02, -3.5393e-02, -6.5452e-02,\n", - " 1.5534e-02, -7.8845e-02, -1.7887e-01, 2.2646e-02, -1.0187e-01,\n", - " -8.8817e-02, 3.4870e-02, -6.0237e-04, -4.4521e-04, 3.6887e-02,\n", - " -2.5904e-02, 1.0667e-02, 1.8988e-02, -1.9602e-02, 1.7461e-02,\n", - " -2.7141e-02, -8.7082e-02, 1.0681e-01, -2.1353e-02, 3.0201e-03,\n", - " 2.3594e-02, 1.8395e-03, -3.1349e-03, -2.1814e-02, 2.2376e-02,\n", - " -9.7261e-03, -4.5504e-02, 3.1774e-02, -2.1399e-02, -2.5844e-02,\n", - " -1.6061e-02, 3.5008e-02, 1.1095e-02, -6.4660e-03, -1.8349e-02,\n", - " 2.3779e-02, 1.3368e-02, -3.7177e-03, -2.7429e-02, -3.8863e-03,\n", - " -1.4893e-02, -1.4715e-02, -7.7808e-03, 2.4676e-02, 3.7680e-02,\n", - " -8.5821e-03, -1.9882e-02, -1.6242e-02, -4.6268e-04, -1.1908e-02,\n", - " 2.4039e-02, 8.7178e-02, -1.3649e-01, 4.9617e-03, -4.4030e-04,\n", - " -4.8237e-02, 2.5201e-03, -1.0389e-02, 5.2212e-03, -9.4300e-03,\n", - " -3.0243e-02, -4.2810e-03, 2.1384e-03, 1.0487e-02, -1.2754e-02,\n", - " -2.0038e-03, -1.4805e-02, -3.3247e-03, -3.9333e-03, 3.8311e-03,\n", - " 2.8257e-02, -2.6182e-02, 5.9667e-04, -3.4245e-02, 1.4806e-02,\n", - " -1.9942e-02, -2.5471e-02, -8.0341e-03, 4.0225e-03, -1.5864e-02,\n", - " 2.4660e-02, -4.3087e-02, -2.6333e-02, -1.6705e-02, 1.3818e-02,\n", - " 3.3802e-03, -5.9018e-03, -1.7723e-02, -1.1208e-02, 1.4127e-02,\n", - " 2.7625e-03, -7.5833e-03, -2.1577e-02, 1.7228e-03, 5.6706e-03,\n", - " -3.2110e-02, -3.9494e-02, 8.5218e-03, 1.5535e-02, -4.9844e-03,\n", - " -9.0353e-03, 1.2282e-03, 1.4878e-02, 1.1737e-02, 1.4293e-02,\n", - " 2.7174e-02, 7.5295e-03, -1.0185e-02, 1.5687e-02, 5.8180e-03,\n", - " 4.1145e-02, 2.6731e-02, -1.3129e-02, 2.9551e-02, 1.3799e-03,\n", - " -3.1732e-02, -1.9769e-02, 1.3795e-02, 1.2538e-02, -5.1581e-03,\n", - " -1.0482e-02, 2.1499e-02, 1.1427e-02, -1.4188e-02, -4.4566e-02,\n", - " 1.9103e-03, 9.4643e-03, -3.1949e-02, -7.3271e-03, 3.0221e-03,\n", - " -4.1245e-03, 3.0982e-02, 4.8438e-03, -1.8660e-02, -2.1112e-04,\n", - " -2.5454e-03, 1.1290e-02, -3.5558e-03, 3.9270e-03, 8.4873e-03,\n", - " 1.0057e-02, -2.0127e-02, 3.0911e-04, -1.7720e-02, 4.6843e-03,\n", - " -2.2901e-02, 1.8614e-02, -1.2970e-02, 2.8666e-02, -9.2637e-05,\n", - " -1.0508e-02, -7.8812e-04, -5.3430e-03, 5.9166e-03, 1.6544e-02,\n", - " 2.2383e-03, 5.5575e-03, 1.6490e-02, -1.3016e-02, 4.7168e-03,\n", - " 5.1623e-02, -8.9602e-03, 2.3291e-03, -1.1716e-02, 2.9058e-03,\n", - " 4.2935e-04, -2.6187e-03, 9.9092e-03, -1.4734e-03, -1.1180e-02,\n", - " -9.4086e-03, 7.7801e-02, 1.2836e-02, -4.0152e-03, -8.0667e-03,\n", - " -7.7274e-03, -2.0184e-02, -5.3765e-02, 1.0017e-02, 7.8626e-04,\n", - " -1.3766e-02, -1.2000e-03, -5.8781e-03, -6.3563e-04, 6.5010e-03,\n", - " -2.3467e-03, 4.2076e-03, 1.5466e-03, -7.6122e-02, 2.6407e-03,\n", - " 6.9755e-03, -8.4282e-03, -1.3767e-04, 1.0204e-02, 1.2757e-02,\n", - " -6.3970e-03, -1.1359e-02, -1.3092e-02, 2.2643e-02, 4.3713e-03,\n", - " 1.7922e-02, -1.3334e-02, -2.0863e-03, 2.1439e-02, -1.3545e-02,\n", - " 7.1561e-04, 2.7254e-03, 2.7147e-02, 1.5506e-02, 1.6644e-02,\n", - " 1.7676e-02, -8.9060e-03, 1.7381e-02, -1.3712e-02, -4.9186e-03,\n", - " -1.4056e-02, 9.0972e-02, 7.5266e-03, -1.3755e-03, -4.9801e-03,\n", - " -3.1973e-03, -5.5517e-03, 1.6105e-02, 5.9129e-04, -1.1829e-03,\n", - " -1.5332e-03, -1.2526e-02, -7.0158e-03, 4.2903e-03, -1.5447e-02,\n", - " -5.3238e-02, -2.6576e-03, 1.2660e-02, -5.9678e-03, 5.6506e-03,\n", - " 1.8551e-03, -9.0775e-03, 3.7992e-03, 1.3481e-02, -3.8233e-02,\n", - " 9.6478e-04, -1.4476e-04, 4.0309e-02, 3.7223e-02, 3.6956e-02,\n", - " -2.1685e-02, 1.3374e-02, 1.1766e-02, 8.7635e-03, 2.1738e-02,\n", - " -3.2871e-03, 1.5527e-02, -1.6137e-02, -1.6866e-02, 1.1110e-02,\n", - " 1.6648e-04, 3.3665e-03, 4.4459e-03, 1.3372e-03, -2.3585e-03,\n", - " -1.9179e-02, -1.5012e-02, -1.4410e-02, 2.8350e-02, 5.1068e-02,\n", - " 2.8984e-02, 4.6617e-02, -1.4239e-02, 2.7575e-03, 2.4485e-02,\n", - " 2.6005e-02, 3.4042e-03, 3.4201e-02, -4.6230e-02, 3.9265e-03,\n", - " 6.0602e-03, -2.2359e-02, 1.5205e-02, -1.7860e-02, 8.2818e-04,\n", - " -2.4936e-02, 1.9048e-02, 3.1456e-02, 5.7181e-02, 6.8213e-02,\n", - " -3.1080e-02, -1.2523e-02, 1.5584e-02, 8.4347e-03, -6.3469e-02,\n", - " -3.7000e-02, 2.2048e-02, -3.2789e-02, -3.3742e-03, -3.1994e-02,\n", - " 3.2624e-02, -3.3866e-02, -3.9594e-02, 5.5849e-03, -3.1851e-02,\n", - " 6.8542e-04, 2.9719e-02, -2.3328e-02, -7.5136e-03, 2.0232e-03,\n", - " 2.1443e-03, -2.0598e-02, -1.6648e-02, 4.4909e-03, -2.7970e-02,\n", - " -1.4109e-02, -2.4393e-02, 2.3685e-02, 5.2814e-03, -5.2184e-03,\n", - " 1.6651e-02, -5.2469e-02, -6.0397e-03, 2.5229e-02, -6.2122e-03,\n", - " 1.0260e-02, 2.3572e-03, 4.4244e-02, 1.8726e-02, 5.7825e-02,\n", - " -3.1443e-03, -3.4260e-03, 8.2747e-03, 2.3426e-03, 1.8275e-02,\n", - " 1.2710e-02, 9.4655e-03, 2.5760e-03, -1.4016e-02, 2.7738e-02,\n", - " 1.9419e-02, -3.1634e-03, 2.8568e-03, 6.4037e-02, 7.6945e-03,\n", - " 1.9344e-02, 2.9577e-03, 2.7470e-02, -9.7138e-03, 2.7076e-02,\n", - " 1.5827e-02, 1.4701e-02, 4.0192e-03, -1.1959e-02, 8.9797e-03,\n", - " 3.5282e-02, -1.0493e-02, 3.3898e-02, 3.4781e-03, -1.2718e-02,\n", - " 3.3890e-04, 3.6987e-02, -1.9515e-02, -4.9023e-03, 7.1703e-04,\n", - " -2.2049e-02, -3.9629e-02, -2.4948e-03, 5.0526e-04, 3.2689e-02,\n", - " 5.5008e-03, 5.5463e-03, -9.7768e-04, -1.0300e-02, -9.3307e-03,\n", - " -2.8630e-02, -1.8397e-02, 5.4971e-02, -3.1229e-02, 2.3871e-02,\n", - " -8.3210e-03, 1.1767e-02, 2.0467e-02, 9.0868e-02, 1.0667e-02,\n", - " -3.0201e-03, 1.4154e-02, 2.0389e-02, 3.8981e-03, -2.0717e-02,\n", - " -4.2882e-02, -7.1133e-03, 9.1462e-03, 5.2071e-03, -4.7550e-02,\n", - " -8.4543e-03, 1.5704e-01, -6.4135e-02, 3.3734e-02, 9.6351e-02,\n", - " -7.9447e-02, -4.4699e-03, 4.1603e-02, 7.4620e-02, -1.2088e-02,\n", - " 2.0439e-02, -1.1951e-01, 8.4076e-02, -1.0768e-01, -4.4306e-02,\n", - " -5.3092e-03, -1.4551e-02, -4.9479e-02, 9.8071e-02, 1.0118e-02,\n", - " -1.6170e-01, -1.3876e-02, -1.7088e-02, 1.2246e-01, 5.7809e-02,\n", - " 4.1270e-02, -6.5692e-02, 9.8692e-02, 3.4693e-02, -1.7254e-01,\n", - " -5.5332e-02, 6.6207e-02, 1.6314e-03, -5.5481e-02, 5.4353e-02,\n", - " 2.1734e-02, -7.7116e-02, 1.0440e-01, 2.5032e-01, 3.9476e-02,\n", - " -5.4532e-02, 1.0968e-01, 8.6691e-02, -5.2934e-02, 9.1640e-02,\n", - " -2.4301e-02, -3.6372e-02, 6.7697e-02, 4.8169e-02, -4.8297e-02,\n", - " -1.1262e-01, -9.9945e-02, -5.4394e-02, 1.3241e-01, -2.0146e-02,\n", - " 2.8016e-02, -2.7453e-02, -1.1130e-01, 6.0655e-04, 2.2879e-02,\n", - " 8.5756e-02, -5.3771e-02, -6.8785e-02, 6.6004e-02, 1.4026e-02,\n", - " 2.9383e-03, 8.8808e-03, -2.1255e-02, -1.0908e-02, 5.4126e-03,\n", - " 1.2434e-02, -6.4326e-03, -1.6649e-02, 6.6495e-03, 7.7451e-03,\n", - " 1.3492e-02, -6.7088e-05, 2.4545e-02, 9.4525e-03, 1.4416e-02,\n", - " -8.1362e-03, 1.3218e-02, 6.9418e-03, -1.8743e-02, -3.7178e-03,\n", - " -4.1867e-03, -1.5496e-02, 1.3708e-02, 9.0792e-03, -1.9774e-02,\n", - " 2.7683e-02, -1.7151e-02, 3.0963e-03, 1.6400e-02, 2.2140e-02,\n", - " 5.0949e-04, -2.6157e-03, -1.2643e-02, -1.1106e-03, -4.1675e-03,\n", - " -8.0546e-03, -6.8656e-03, -5.0452e-03, -6.6031e-03, -3.5739e-02,\n", - " 1.9552e-02, 1.6761e-03, 8.8193e-03, -4.4157e-03, 2.6966e-02,\n", - " 2.0765e-02, -2.1134e-02, 4.1760e-03, 1.0402e-02, 1.2234e-02,\n", - " 2.1145e-02, 3.6980e-03, 2.1845e-03, 1.1664e-02, 4.6397e-03,\n", - " -1.2952e-02, 2.6249e-02, 4.7067e-03, -2.9900e-03, 6.0352e-04,\n", - " -1.9949e-02, -6.2706e-03, -2.2058e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.1106e-03, -1.6662e-02, 2.8129e-02, -1.1661e-02, 1.9426e-02,\n", - " -4.3165e-02, -1.6972e-02, 8.5761e-03, -1.3620e-02, 1.3164e-02,\n", - " 2.5706e-02, 5.2135e-02, 5.1409e-02, -3.1391e-02, -1.7878e-02,\n", - " 3.1021e-02, 3.1799e-02, -1.1299e-02, -2.4911e-03, -2.3036e-03,\n", - " -5.2740e-04, 1.7470e-02, -1.6862e-02, 1.8517e-02, 2.4118e-03,\n", - " 4.8218e-03, -5.2095e-03, 2.4101e-02, 1.2749e-02, 5.5508e-02,\n", - " 1.7418e-02, 2.9756e-02, 1.2749e-02, 1.0706e-02, -6.3455e-03,\n", - " 1.9783e-02, -5.0760e-02, 2.1304e-02, -1.2546e-03, -8.7508e-03,\n", - " -4.0553e-02, -2.2539e-02, 3.7856e-02, 3.2382e-02, -6.1355e-03,\n", - " 4.0602e-02, -2.4438e-04, -2.7032e-02, 2.5605e-02, -3.0222e-02,\n", - " 1.7277e-02, 1.3931e-02, 5.6328e-05, 1.3000e-02, 5.1992e-02,\n", - " -2.0816e-02, 8.1404e-03, -1.1895e-02, -1.3654e-02, 1.9814e-02,\n", - " 6.9321e-03, 3.2629e-02, -4.0651e-02, -3.6734e-02, -4.0667e-02,\n", - " -1.6849e-02, 1.3267e-03, -1.5676e-02, -2.6850e-02, 4.2703e-02,\n", - " 2.3613e-02, -7.3954e-03, 3.5708e-03, -3.5703e-04, -1.1637e-02,\n", - " -2.9941e-03, -1.5430e-03, -1.3562e-01, 3.1944e-02, -1.1862e-02,\n", - " 2.9769e-02, 5.9416e-02, 5.2125e-03, 2.5118e-02, 3.7975e-02,\n", - " -4.5065e-02, 3.1493e-02, -3.9013e-02, -9.5938e-03, -3.8016e-02,\n", - " -3.1190e-02, -2.9156e-02, 5.9117e-02, 2.1413e-02, 3.2264e-02,\n", - " 4.9366e-02, -6.8851e-02, 6.2553e-02, 2.6906e-02, 1.2345e-03,\n", - " 1.3393e-03, 4.6447e-03, -4.0998e-02, 5.4100e-03, -1.0036e-02,\n", - " -1.3920e-01, 8.6528e-04, -6.4033e-02, 3.6806e-02, -1.7127e-02,\n", - " 2.9516e-02, 2.6191e-02, -2.0207e-03, 1.8130e-02, 4.5459e-02,\n", - " 1.5491e-02, 8.3099e-04, 1.4588e-02, 2.6253e-02, -2.9965e-02,\n", - " -2.2486e-02, -1.4014e-01, 1.8605e-02, 2.5283e-02, 4.8678e-02,\n", - " -7.6577e-05, -6.2218e-02, 4.0730e-02, 3.7139e-02, 5.9683e-02,\n", - " -3.6661e-02, -1.0702e-02, -3.2246e-02, -1.1850e-02, -1.4511e-02,\n", - " -2.4449e-02, -4.9342e-02, -4.6695e-02, 3.0369e-02, -6.5630e-02,\n", - " -1.0510e-02, -5.9869e-03, -1.9450e-02, 3.0225e-02, -1.9764e-03,\n", - " -1.8826e-01, -2.8546e-02, 6.3197e-03, -4.3429e-02, 4.2252e-02,\n", - " -2.0854e-03, 4.4828e-02, 1.6890e-02, 1.1577e-02, -6.5132e-03,\n", - " -3.4443e-02, 1.7750e-02, -8.4627e-03, 4.4517e-02, 1.2987e-01,\n", - " -6.4313e-03, 8.4332e-04, 4.1464e-02, -1.7245e-02, 2.9594e-02,\n", - " 2.1931e-02, -3.3706e-02, -9.9372e-03, 1.0293e-01, 2.6053e-02,\n", - " -2.7187e-03, -2.8572e-02, 3.4528e-03, -6.2512e-03, 8.2195e-03,\n", - " 1.4769e-01, -4.1167e-02, 2.0838e-02, 9.0840e-03, 4.7015e-02,\n", - " -1.8315e-03, -1.9426e-02, -1.8429e-03, 8.9008e-03, -2.2839e-02,\n", - " 2.0978e-02, 2.5496e-02, 1.8353e-02, -3.8730e-03, 6.1036e-03,\n", - " -2.0752e-02, 4.5022e-02, 4.3447e-02, 1.5677e-02, -5.9412e-02,\n", - " -1.1307e-03, -2.6940e-02, -1.6979e-02, -2.2154e-02, 3.5033e-02,\n", - " 3.1174e-02, 2.7226e-02, -6.8110e-02, 8.5845e-03, 3.4517e-02,\n", - " -1.6362e-02, -2.0827e-02, -5.3332e-03, 3.7827e-03, -1.9387e-02,\n", - " 1.4305e-02, 2.8575e-02, -3.9743e-02, -7.7415e-03, -2.9861e-02,\n", - " -8.3421e-02, -1.0913e-01, 3.7891e-03, -8.3858e-02, -1.8296e-02,\n", - " -4.8186e-02, -1.7911e-03, -4.4583e-03, -3.1419e-02, 1.5744e-02,\n", - " -1.2721e-01, -5.1122e-02, -3.9277e-02, -1.6702e-02, -2.9220e-02,\n", - " 3.2282e-03, 2.0878e-04, 3.8301e-02, -1.7112e-03, 3.3616e-02,\n", - " 1.7975e-02, -2.1153e-02, -3.7305e-02, 1.5211e-02, -1.7772e-02,\n", - " -2.4285e-03, 3.6235e-02, -2.7878e-03, -1.3022e-02, -2.7255e-02,\n", - " -1.2491e-01, -2.0104e-02, 4.6304e-02, -3.8816e-03, -1.5078e-02,\n", - " -1.0748e-02, 3.7291e-02, 1.7175e-02, 3.2090e-02, 1.9031e-02,\n", - " 4.9616e-02, -2.0418e-02, 2.6614e-02, 4.2312e-02, 2.0153e-02,\n", - " 1.0902e-02, 4.4888e-02, 2.9573e-02, 3.3193e-02, -4.9403e-02,\n", - " 1.2298e-02, 5.5201e-03, 4.7114e-02, -5.3249e-02, 2.6612e-02,\n", - " -6.0266e-02, 2.2938e-02, 1.8685e-02, 2.2884e-02, 7.8969e-03,\n", - " 3.2598e-03, -3.8743e-02, -2.9409e-02, 3.1590e-03, 1.9425e-02,\n", - " -4.1315e-02, 4.2738e-03, -2.2428e-02, -6.8932e-02, 7.8422e-03,\n", - " 5.1816e-03, 3.1129e-02, -2.1884e-02, -5.8113e-02, 1.7046e-02,\n", - " -1.0557e-03, -1.3092e-02, 3.2578e-03, -1.0158e-02, 3.1591e-02,\n", - " -5.6330e-02, -4.6023e-02, 2.6341e-02, 1.2613e-02, -4.7474e-03,\n", - " -9.9730e-03, 2.7239e-03, 2.2451e-02, 7.0004e-03, -2.7478e-02,\n", - " 1.2175e-02, -6.0747e-02, -5.2408e-03, -3.0732e-01, -9.2820e-03,\n", - " -1.2929e-02, 3.8474e-02, 5.5867e-03, -1.1137e-02, -3.2167e-02,\n", - " 4.0823e-02, 8.8421e-03, 1.8734e-02, -1.4862e-02, -2.3470e-02,\n", - " 1.3714e-02, -5.5574e-03, 1.3218e-02, -1.1096e-02, 1.2098e-02,\n", - " -2.0597e-02, -2.3047e-03, -9.9169e-03, -3.5705e-02, 5.1122e-03,\n", - " 2.2167e-02, -6.8570e-02, 6.1820e-02, -2.7061e-02, 1.0457e-02,\n", - " -2.5239e-02, -2.7860e-02, 2.5824e-02, 2.5326e-02, -3.2769e-03,\n", - " -7.9099e-03, -2.3629e-02, -3.4575e-02, -1.7959e-02, 1.6760e-02,\n", - " -3.8497e-02, -2.1770e-02, -1.1711e-02, 3.5421e-03, -2.8604e-02,\n", - " 1.8475e-02, 5.0897e-03, 9.3578e-03, -4.2266e-02, -2.2086e-02,\n", - " -4.9393e-02, 3.5325e-03, -1.5543e-02, -7.8523e-03, 5.3721e-03,\n", - " -3.5901e-02, -1.0190e-02, -3.5821e-02, 1.8389e-02, -1.8924e-02,\n", - " -1.6740e-02, -1.6516e-02, -1.0308e-02, 3.5810e-03, 9.1859e-02,\n", - " -3.2892e-02, -1.3849e-02, -1.1857e-02, -1.3374e-03, -3.0430e-02,\n", - " -1.3836e-02, -1.3117e-02, -7.4096e-04, 5.9619e-02, -3.6629e-03,\n", - " -3.9199e-03, -2.7948e-02, 2.2435e-02, 6.3295e-03, -5.8458e-03,\n", - " -1.2090e-02, 3.6590e-03, -1.1707e-02, -3.9679e-02, 1.1745e-02,\n", - " 1.6058e-02, -1.8446e-02, 2.3696e-02, -1.7233e-02, 5.2104e-03,\n", - " -3.5320e-02, -2.3309e-02, 1.8095e-02, 2.6758e-02, -2.1122e-02,\n", - " 2.7242e-02, 9.8594e-02, 2.3646e-02, -1.9386e-02, -1.9321e-02,\n", - " -5.4868e-03, 1.4831e-02, -1.6201e-02, -1.5017e-02, -5.7931e-04,\n", - " 6.0867e-02, 1.2768e-02, -2.2610e-02, 5.8817e-02, -8.3855e-03,\n", - " -5.7012e-02, 1.3007e-02, 6.6761e-02, 3.9518e-03, 5.2951e-02,\n", - " -4.4753e-03, 9.4536e-04, -7.2492e-03, 8.5263e-03, 2.0755e-02,\n", - " 2.0744e-02, 3.0941e-02, -2.6425e-02, -2.3417e-02, 3.0535e-02,\n", - " 3.9700e-02, 1.0390e-02, -3.6310e-02, 7.6953e-03, 1.2132e-02,\n", - " -2.5242e-02, 4.3446e-03, -6.9890e-02, 1.7475e-02, -4.5110e-02,\n", - " 4.1230e-02, -2.2568e-02, 5.5651e-03, -6.5448e-02, 1.0580e-02,\n", - " 1.0913e-02, -3.0306e-02, 5.5591e-03, 2.7599e-02, -1.2472e-02,\n", - " -4.8092e-02, 2.1905e-02, -8.9662e-04, -4.5748e-03, -2.8306e-02,\n", - " -3.9927e-03, 3.3272e-03, 3.4582e-03, -4.5498e-02, -1.8660e-02,\n", - " 4.4917e-02, -6.1947e-02, -1.0543e-02, 2.8748e-02, 1.1733e-02,\n", - " 2.9731e-02, 5.2179e-03, -2.3764e-02, -8.4452e-02, 5.2582e-02,\n", - " -8.8395e-03, -2.9887e-04, -3.4412e-02, -1.6295e-02, -4.5526e-03,\n", - " 4.2639e-02, -6.7608e-02, -3.0711e-02, 2.6658e-02, -1.3050e-02,\n", - " 7.7183e-03, -4.2244e-02, 5.8552e-02, -2.4635e-02, 2.8152e-02,\n", - " 1.3844e-02, -1.9675e-02, 8.3360e-03, 5.6575e-03, -3.1763e-02,\n", - " -1.7159e-02, -1.1896e-02, -5.4355e-02, -2.0079e-02, -2.0574e-02,\n", - " -1.8482e-02, -3.7904e-02, -1.0779e-02, 1.0402e-02, -1.5722e-02,\n", - " 4.0693e-03, 1.1113e-02, 1.8726e-02, 4.6024e-02, 6.2269e-02,\n", - " -7.6313e-03, 4.1708e-02, 5.7507e-03, -1.4660e-02, -1.3657e-02,\n", - " -5.4190e-02, -5.8074e-03, -1.5182e-03, 2.3272e-02, 2.9658e-03,\n", - " 2.8405e-02, -2.0817e-02, -3.7522e-02, 2.2247e-02, -2.5562e-03,\n", - " 1.8379e-02, 2.9477e-02, 1.7028e-02, 1.8180e-02, -4.2543e-02,\n", - " 2.4481e-02, 2.6903e-03, 1.9152e-02, 1.4732e-02, 5.2753e-02,\n", - " -7.7181e-03, 1.0379e-02, -1.6166e-02, -2.9812e-02, 3.1724e-02,\n", - " 1.1565e-02, 2.4720e-03, 6.6390e-02, -2.9902e-03, -4.4039e-02,\n", - " 2.8813e-02, -1.7389e-01, -4.4833e-03, -2.9205e-02, 4.2489e-02,\n", - " 4.9164e-03, 4.1683e-03, -2.6704e-02, 2.4899e-02, 3.3303e-02,\n", - " -1.7543e-02, 2.4048e-02, -6.3340e-03, -7.5371e-03, 6.8134e-03,\n", - " -2.4302e-02, 2.7359e-02, -1.9777e-03, -1.1004e-02, -9.6518e-03,\n", - " -6.1936e-03, -2.9943e-02, 1.2476e-02, 2.0291e-02, -1.7495e-02,\n", - " -1.0485e-02, 9.7243e-03, 7.3126e-05, -8.5339e-03, -5.5106e-03,\n", - " 2.2536e-02, 1.3883e-02, -1.0081e-02, -2.8716e-02, 4.2795e-02,\n", - " -1.8810e-03, -2.8507e-02, -1.5087e-01, 2.2193e-02, 3.2896e-02,\n", - " 1.7460e-02, 4.4089e-03, 5.5565e-02, 1.0227e-02, 1.5924e-02,\n", - " 2.5085e-03, 9.8956e-03, -2.2414e-02, -2.8115e-02, 7.5812e-03,\n", - " 2.3528e-02, 3.7320e-02, 1.4091e-02, 6.0823e-02, 7.9217e-03,\n", - " 2.7230e-02, 4.4573e-03, 4.1608e-02, 4.4248e-02, -2.5535e-04,\n", - " -3.9854e-02, 1.7753e-02, -3.1401e-02, 6.2688e-02, 7.6033e-03,\n", - " 4.3537e-02, 3.5422e-03, 3.8292e-02, -1.8321e-02, -1.5623e-02,\n", - " -1.4596e-02, 1.7968e-02, 1.2783e-02, -1.0162e-03, -5.1072e-02,\n", - " 1.9125e-02, -1.8530e-02, -2.7802e-02, -3.1512e-02, -2.8024e-02,\n", - " 2.1651e-02, 2.1417e-02, -1.6949e-03, 4.4281e-02, -3.1144e-02,\n", - " 4.1121e-02, 1.0443e-02, 2.9746e-03, 3.0153e-02, 2.4939e-02,\n", - " 4.8033e-03, -4.2075e-03, 1.9628e-02, -2.6112e-02, -3.7043e-02,\n", - " 5.2213e-02, -4.7460e-03, 2.9167e-02, -4.8235e-02, 1.2244e-02,\n", - " -6.2949e-03, -1.5654e-02, 4.5905e-03, -6.3950e-02, 1.1996e-03,\n", - " 1.6178e-02, 4.3849e-02, -4.3670e-02, 2.5790e-02, 1.9986e-02,\n", - " 1.2233e-02, 5.3127e-02, -4.7537e-02, 6.3892e-02, -1.2306e-01,\n", - " -1.8763e-02, 3.6784e-02, 1.2247e-02, -3.3563e-03, 1.6494e-02,\n", - " 1.2450e-02, 4.7146e-03, -3.8651e-03, -4.7934e-02, 1.9080e-02,\n", - " -1.1041e-02, -1.4216e-02, 1.3812e-03, 1.9188e-02, 7.2914e-03,\n", - " -1.1935e-01, -4.3050e-02, -2.1662e-02, -1.0716e-03, 2.9766e-02,\n", - " -1.9424e-02, 5.8247e-02, 3.6539e-02, -7.7072e-03, 9.1315e-03,\n", - " -2.7617e-02, 2.4536e-02, 4.5506e-02, 4.1027e-02, -1.1658e-02,\n", - " 7.8855e-02, -3.6165e-02, -3.6825e-02, -1.7130e-02, 7.3054e-03,\n", - " -2.6954e-02, 8.5012e-03, 2.8637e-02, -1.4320e-02, -4.3627e-03,\n", - " -7.8156e-03, 2.6693e-02, -7.2972e-03, 1.7889e-02, -3.1818e-02,\n", - " 1.7013e-02, 1.0948e-02, -1.9654e-03, 6.3723e-02, -3.8268e-02,\n", - " 1.3544e-02, 4.9978e-03, 2.5393e-02, -1.0683e-02, -2.5338e-03,\n", - " 9.0174e-03, 4.9625e-02, 1.0146e-02, -6.3194e-04, -3.9211e-03,\n", - " 2.7817e-02, 1.4971e-02, -1.0739e-02, 1.3668e-02, -2.3081e-03,\n", - " -2.8278e-03, 1.1369e-02, 5.8474e-03, -1.6771e-02, 7.8686e-03,\n", - " -3.2327e-02, 5.6396e-03, -8.7094e-04, 3.1780e-02, -9.8636e-03,\n", - " -1.8718e-02, 2.0811e-02, 1.4764e-03, 5.2273e-03, 5.3324e-02,\n", - " -1.8688e-02, 3.2706e-03, 3.4752e-02, -2.2398e-02, -8.4778e-03,\n", - " 3.3850e-02, 2.9346e-02, 1.2651e-02, 5.0670e-02, 3.9840e-03,\n", - " -1.0369e-02, -5.9367e-02, 4.1794e-03, -2.8161e-02, -1.6118e-02,\n", - " 1.2228e-02, 1.5572e-02, -1.4208e-02, 1.7449e-02, -9.2614e-03,\n", - " -2.0582e-02, 1.8352e-02, 1.6113e-02, -2.0947e-02, 8.1029e-03,\n", - " -8.2242e-03, 5.0418e-04, -2.0142e-02, -3.3057e-02, -3.4777e-02,\n", - " -3.6813e-02, 1.8854e-02, -2.8563e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.9803, 0.9600, 0.9637, 0.9604, 0.9801, 0.9852, 0.9647, 0.9732, 0.9504,\n", - " 0.9455, 0.9436, 0.9255, 0.9688, 1.0137, 0.9696, 0.9470, 0.9541, 0.9688,\n", - " 0.9607, 1.0129, 0.9547, 0.9994, 0.9589, 0.9626, 0.9611, 0.9477, 0.9662,\n", - " 0.9719, 0.9322, 0.9335, 0.9369, 0.9528, 0.9770, 0.9756, 0.9897, 0.9819,\n", - " 0.9536, 0.9590, 0.9787, 0.9738, 0.9538, 0.9587, 0.9712, 0.9642, 0.9438,\n", - " 0.9498, 1.0307, 0.9679, 1.0027, 0.9406, 0.9837, 0.9559, 0.9979, 1.1031,\n", - " 0.9686, 0.9263, 0.9452, 0.9659, 0.9413, 0.9576, 0.9359, 0.9370, 0.9980,\n", - " 0.9974, 0.9423, 0.9729, 0.9564, 0.9696, 0.9510, 0.9692, 0.9297, 0.9385,\n", - " 0.9804, 0.9449, 0.9775, 0.9626, 0.9228, 1.0288, 0.9424, 0.9509, 0.9548,\n", - " 0.9650, 0.9689, 0.9409, 0.9266, 0.9493, 0.9271, 0.9496, 0.9633, 0.9474,\n", - " 0.9221, 0.9368, 1.0719, 0.9362, 0.9120, 0.9327, 0.9805, 0.9780, 0.9435,\n", - " 0.9650, 0.9611, 0.9778, 0.9410, 0.9220, 0.9338, 0.9258, 0.9603, 0.9560,\n", - " 0.9592, 0.9082, 0.9853, 0.9520, 0.9934, 0.9540, 0.9563, 0.9451, 0.9476,\n", - " 0.9514, 0.9340, 0.9333, 0.9702, 0.9847, 0.9719, 0.9346, 0.9551, 0.9391,\n", - " 0.9346, 0.9403, 0.9532, 0.9582, 0.9530, 0.9402, 0.9986, 0.9437, 0.9454,\n", - " 0.9636, 0.9635, 0.9413, 0.9591, 1.0226, 0.9780, 1.0014, 0.9647, 0.9678,\n", - " 0.9492, 1.6253, 0.9576, 0.9485, 0.9356, 0.9474, 0.9285, 0.9583, 0.9150,\n", - " 0.9747, 0.9430, 0.9546, 0.9734, 0.9274, 0.9657, 0.7153, 0.9681, 0.9739,\n", - " 0.9174, 0.9704, 0.9418, 0.9686, 0.9454, 0.9472, 1.0759, 0.9786, 0.9575,\n", - " 0.9711, 0.9533, 0.9908, 0.9516, 1.1062, 0.9354, 0.9426, 0.9342, 0.9759,\n", - " 0.9367, 0.9638, 0.9678, 0.9765, 0.9713, 0.9399, 0.9780, 0.9913, 0.9411,\n", - " 0.9455, 0.9663, 0.9835, 1.0152, 0.9460, 0.9781, 0.9700, 0.9741, 0.9605,\n", - " 0.9640, 0.9187, 0.9634, 0.9850, 1.0016, 0.9605, 0.9603, 0.9360, 0.9766,\n", - " 0.9278, 0.9646, 0.9340, 0.9414, 0.9418, 0.9673, 0.9214, 0.9628, 0.9654,\n", - " 0.7206, 0.9750, 1.0360, 0.9498, 0.9643, 0.9835, 0.9611, 0.9453, 0.9653,\n", - " 0.8490, 0.9403, 0.9093, 0.9467, 0.9648, 0.9366, 0.9508, 0.9617, 0.9487,\n", - " 0.9525, 0.9502, 0.9520, 0.9478, 0.9458, 0.9259, 0.9569, 0.9503, 0.9342,\n", - " 0.9487, 0.9456, 0.9198, 0.9545, 0.9189, 0.9100, 0.8780, 0.9456, 1.0188,\n", - " 0.9469, 0.9496, 0.9664, 0.9517, 0.9474, 0.9560, 0.9190, 0.9289, 0.9610,\n", - " 0.9351, 0.9734, 0.9570, 0.9909, 0.9696, 0.9253, 0.9586, 0.9377, 0.9574,\n", - " 0.9543, 0.9445, 0.9448, 0.9551, 0.9861, 0.9357, 0.9279, 0.9654, 0.9544,\n", - " 0.9458, 0.9271, 0.9550, 0.9478, 0.9429, 0.9704, 0.9679, 0.9450, 0.9801,\n", - " 0.9430, 0.9503, 0.9784, 0.9588, 0.9584, 0.9361, 0.9489, 0.9109, 0.8780,\n", - " 1.0235, 0.9803, 0.9438, 0.9749, 0.9752, 0.9540, 0.9603, 1.0577, 0.9784,\n", - " 0.9325, 0.9625, 2.9968, 0.9347, 0.9097, 0.9354, 0.9362, 0.9823, 0.9857,\n", - " 0.9476, 0.9624, 0.9356, 0.9428, 0.9555, 0.9447, 0.9380, 0.9207, 0.9380,\n", - " 0.9432, 0.9540, 0.9536, 0.9403, 0.9371, 0.9302, 0.9234, 0.8713, 0.9428,\n", - " 0.9738, 0.9571, 0.9547, 0.9450, 0.9506, 0.9701, 0.9686, 0.9088, 1.0202,\n", - " 0.9549, 0.9366, 0.9495, 1.0086, 0.9502, 0.9595, 0.9448, 0.9581, 0.9719,\n", - " 0.9667, 0.9312, 0.9766, 0.9612, 0.9701, 0.9557, 0.9310, 0.9448, 0.9436,\n", - " 0.9655, 0.9420, 0.9507, 0.9503, 0.9620, 0.9638, 0.9427, 0.9455, 0.9614,\n", - " 0.9319, 0.9631, 0.9889, 0.9676, 0.9360, 0.9679, 0.9588, 0.9402, 0.9587,\n", - " 0.9321, 0.9602, 0.9712, 1.1794, 0.9515, 0.9765, 0.9445, 0.9376, 0.9764,\n", - " 0.9741, 0.9851, 0.9733, 0.9154, 0.9476, 0.9585, 0.9437, 0.9728, 0.9696,\n", - " 0.9303, 0.9575, 0.9517, 0.9531, 0.9348, 0.9586, 0.9289, 0.9690, 0.9374,\n", - " 0.9464, 0.9586, 0.9375, 0.9575, 0.9683, 0.9699, 0.9256, 0.9498, 0.9869,\n", - " 0.9342, 0.9396, 0.9518, 0.9519, 0.9437, 0.9504, 0.9421, 0.9314, 0.9705,\n", - " 0.9519, 0.9477, 0.9443, 0.9345, 0.9736, 0.9602, 0.9522, 0.9386, 0.9297,\n", - " 0.9420, 0.9370, 0.9438, 0.9607, 0.9393, 0.9488, 0.9747, 0.9740, 0.9539,\n", - " 0.9719, 0.9376, 1.0158, 0.9513, 0.9557, 0.9795, 0.9502, 0.9329, 0.9272,\n", - " 0.9337, 0.9690, 1.0126, 0.9718, 0.9560, 0.9508, 0.9295, 0.9750, 0.9184,\n", - " 0.9630, 0.9436, 0.9183, 0.9682, 0.9579, 0.9582, 0.9719, 0.9593, 0.9649,\n", - " 0.9551, 0.9201, 0.9851, 0.9559, 0.9730, 0.9563, 0.9155, 0.9522, 0.9568,\n", - " 0.9531, 0.9582, 0.9442, 0.9689, 0.9702, 0.8536, 0.9278, 0.9635, 0.9421,\n", - " 0.9146, 0.9667, 0.9451, 0.9482, 0.9539, 0.9730, 0.9438, 0.9845, 0.9964,\n", - " 0.9473, 1.0750, 0.9624, 0.9765, 0.9419, 0.9433, 0.9702, 0.9150, 0.9575,\n", - " 0.9413, 1.0038, 0.9449, 0.9344, 0.9532, 0.9840, 0.9875, 0.9515, 0.9778,\n", - " 0.9368, 0.9451, 0.9565, 0.9460, 0.8238, 0.9651, 0.9378, 0.9508, 0.9481,\n", - " 0.9709, 0.9565, 0.9691, 0.9621, 0.9449, 0.9364, 0.9428, 0.7577, 0.9599,\n", - " 0.9845, 0.9525, 0.9472, 0.9559, 0.9536, 0.9680, 0.9552, 0.9387, 1.0333,\n", - " 0.9422, 0.8801, 0.9566, 0.9472, 0.9537, 0.8967, 0.9581, 0.9847, 0.9455,\n", - " 0.9709, 0.9517, 0.9380, 0.9527, 0.9550, 0.9548, 0.9555, 0.9482, 0.9709,\n", - " 0.9482, 0.9600, 0.9339, 0.9534, 0.9738, 0.9765, 0.9532, 0.9407, 0.9695,\n", - " 0.9408, 0.9763, 0.9680, 0.9314, 0.9643, 0.9531, 0.9352, 0.9703, 0.9490,\n", - " 0.9552, 0.9774, 0.9496, 0.9592, 0.9359, 0.9286, 0.9809, 0.9391, 0.9554,\n", - " 0.9604, 0.9919, 0.9892, 0.9532, 0.9621, 0.9564, 0.9727, 0.9559, 0.9488,\n", - " 0.9257, 0.9428, 0.9470, 0.9605, 0.9531, 0.9485, 0.9348, 0.9533, 0.9760,\n", - " 0.9552, 0.9800, 0.9490, 0.9928, 0.9467, 0.9634, 0.9542, 0.9656, 0.9502,\n", - " 0.9484, 0.9457, 0.8506, 0.9479, 0.9306, 0.9506, 0.9820, 0.9404, 0.9443,\n", - " 0.9660, 0.9463, 0.9364, 0.9670, 0.9334, 0.9435, 0.9640, 0.9324, 0.9535,\n", - " 0.9343, 0.9409, 0.9365, 0.9357, 0.9530, 0.9503, 0.9757, 0.9440, 0.9457,\n", - " 0.9562, 0.9769, 0.9572, 0.9432, 0.9108, 0.9517, 0.9432, 0.9639, 0.9336,\n", - " 0.9541, 0.9579, 0.9651, 0.9497, 0.9246, 0.9530, 1.0747, 0.9240, 0.9244,\n", - " 0.9591, 0.9688, 0.9424, 0.9484, 0.9640, 0.9501, 0.9493, 0.9506, 0.9345,\n", - " 0.9669, 0.9735, 0.9465, 0.9350, 0.9889, 0.9660, 0.9585, 0.9397, 0.9347,\n", - " 0.9380, 0.9731, 0.9760, 0.9567, 0.9851, 0.9694, 0.9465, 0.9863, 0.9611,\n", - " 0.9632, 0.9644, 0.9449, 0.9680, 0.9952, 0.9633, 0.9373, 0.9777, 0.9459,\n", - " 0.9547, 0.9405, 0.9747, 0.9294, 0.9280, 0.9388, 0.7935, 1.0033, 0.9642,\n", - " 0.9527, 0.9665, 0.9753, 0.9216, 0.9908, 0.9443, 0.9560, 0.9666, 0.9097,\n", - " 0.9624, 0.9813, 0.9554, 0.9560, 0.9626, 0.9598, 0.9389, 0.9468, 0.9368,\n", - " 0.9615, 0.9698, 0.9458, 0.9310, 0.9451, 0.9507, 0.9571, 0.9754, 0.9547,\n", - " 0.9290, 0.9744, 0.9839, 0.9426, 1.0479, 0.9855, 0.9264, 0.9772, 0.9563,\n", - " 0.9852, 0.9318, 0.9340, 0.9573, 0.9755, 0.9436, 0.9368, 0.9418, 0.9439,\n", - " 0.9370, 0.9602, 0.9647, 0.9584, 0.9886, 0.9391, 0.9924, 0.9456, 0.9325,\n", - " 1.0528, 0.9822, 0.9245, 0.9366, 0.9576, 0.9250, 0.9418, 0.9593, 0.9578,\n", - " 0.9433, 0.9443, 0.9843], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.5779e-01, -3.0779e-02, -2.7727e-01, -3.8848e-01, 3.6842e-01,\n", - " -4.6472e-01, 5.1851e-01, 1.9574e-01, 8.7187e-03, 3.1131e-03,\n", - " 5.5911e-02, 2.4082e-01, -5.1561e-01, 6.2018e-01, 1.4133e-01,\n", - " -1.6917e-01, -4.1995e-01, -4.1823e-01, 9.1310e-02, 6.0748e-01,\n", - " 3.0194e-01, -5.0551e-01, 3.5331e-01, 2.8206e-01, -3.8062e-01,\n", - " 2.6253e-01, 3.4851e-01, -2.2527e-01, -2.3179e-01, 4.9910e-02,\n", - " -1.3719e-01, -1.3108e-02, 3.7722e-01, -2.3444e-01, 1.1979e-01,\n", - " -2.4452e-01, -1.6823e-01, 1.0540e-01, 2.1502e-01, -4.5368e-01,\n", - " -1.2537e-01, -3.5397e-01, -9.3293e-02, 1.4271e-01, -8.3512e-02,\n", - " -1.6169e-01, -2.2406e-01, -2.1923e-01, 1.8921e-01, 1.3868e-02,\n", - " -4.2275e-01, 1.5757e-01, 5.7117e-01, -1.0727e+00, 2.0317e-01,\n", - " -2.6968e-01, 3.5703e-02, -4.5939e-01, 1.2789e-02, -2.7969e-01,\n", - " -6.7436e-02, 1.2649e-01, -7.5450e-01, -5.7181e-01, -2.1688e-01,\n", - " -7.7041e-02, 8.0409e-02, 2.9004e-02, 6.0335e-02, -1.9877e-01,\n", - " 1.0162e-01, 3.9425e-02, -5.8807e-01, -2.8840e-01, 1.6118e-01,\n", - " 3.2292e-01, 1.1399e-01, 1.0226e-01, 8.0797e-02, -9.5462e-02,\n", - " 4.1979e-02, 1.6093e-02, 1.4859e-01, -3.1781e-02, 2.3659e-01,\n", - " 1.4564e-01, -2.0450e-01, 5.2473e-02, 9.9538e-02, 1.1062e-01,\n", - " -1.4813e-02, -8.4609e-02, 8.3361e-01, 3.1535e-02, 9.8567e-02,\n", - " 5.8572e-02, 1.7659e-01, -1.9438e-01, -2.3140e-02, -1.0675e-01,\n", - " -8.3583e-02, 2.3579e-01, -3.0846e-02, -8.2531e-02, 1.0158e-01,\n", - " 2.1368e-01, -4.1900e-01, -7.3500e-02, 3.2035e-01, -1.0121e-01,\n", - " -8.6561e-02, 3.2273e-01, -7.9946e-01, -3.8830e-01, 8.7751e-02,\n", - " 9.8826e-02, 1.4594e-01, 1.5980e-01, -8.1347e-02, 9.0685e-02,\n", - " -1.9815e-01, -2.1831e+00, -1.9101e-01, 1.1689e-01, 7.2769e-02,\n", - " -3.5399e-02, -9.5608e-02, 9.0747e-02, 1.6770e-01, -9.6488e-02,\n", - " -5.8986e-02, 3.2005e-01, -1.2898e-01, 1.1754e-01, -2.0203e-01,\n", - " -3.2818e-01, -3.7609e-01, -2.4728e-01, -3.7931e-01, -7.4452e-01,\n", - " -9.8233e-02, 4.0150e-02, -1.6278e-01, 1.8381e-01, 2.0925e-01,\n", - " -2.3191e+00, -1.3307e-01, -2.5176e-01, 9.7895e-02, 2.0272e-01,\n", - " 1.5451e-01, 2.1300e-01, -1.6771e-01, 7.0515e-02, 6.5330e-02,\n", - " 5.7360e-02, 3.8225e-01, 3.2131e-01, 2.2921e-01, 4.1994e-01,\n", - " -1.2706e-01, 1.6592e-01, 3.4706e-02, 5.5698e-02, 9.0083e-02,\n", - " 7.5522e-02, -2.5302e-03, -2.9655e-01, -1.7065e+00, -1.3616e-01,\n", - " -1.6343e-02, 2.4872e-01, 2.9591e-01, 5.0073e-01, 1.7376e-01,\n", - " 5.1711e-01, -2.7242e-02, 1.7358e-01, 1.9530e-01, 4.6222e-02,\n", - " -1.2768e-01, -1.5709e-01, 3.3921e-01, 4.4341e-01, 3.6406e-01,\n", - " 3.9709e-02, 4.6085e-01, 5.6007e-01, 5.8145e-02, -2.1166e-02,\n", - " -3.1091e-01, -4.2733e-01, 5.9941e-01, -2.4489e-01, -1.9952e-01,\n", - " 5.7874e-02, -8.5775e-02, 1.7438e-01, -2.3140e-01, 1.2576e-01,\n", - " -9.4729e-02, 4.7020e-01, 2.4542e-01, 3.7365e-01, 1.8621e-02,\n", - " 1.7672e-01, 4.8899e-01, -1.2693e-01, -6.6310e-02, -1.2871e-01,\n", - " 5.8599e-02, -2.2685e-01, 2.8196e-01, 1.9973e-01, 4.2373e-02,\n", - " -4.2278e-01, -2.2370e-01, -9.6376e-02, 7.3086e-01, 1.6561e-01,\n", - " 1.1794e-01, 4.1491e-01, 2.3683e-01, -3.5037e-01, 1.1536e-01,\n", - " 1.2638e-01, -9.9769e-02, -1.8797e-01, -1.9788e-02, 9.1197e-02,\n", - " 2.1268e-01, -7.7420e-02, 2.3824e-01, -9.8953e-02, 1.4712e-01,\n", - " 2.5991e-01, 2.0597e-01, 1.9612e-01, 8.6431e-02, -2.5320e-01,\n", - " -2.6983e-01, 5.0922e-02, 3.9305e-02, 3.1508e-01, -1.1796e-02,\n", - " 2.4797e-01, -4.7900e-01, 3.9374e-02, -1.5620e-01, -9.9864e-02,\n", - " 3.1478e-01, 4.6956e-01, -1.0247e-01, -4.3489e-02, 8.4172e-03,\n", - " -8.0305e-02, -2.9134e-01, -2.2966e-01, 1.5391e-01, 2.0498e-02,\n", - " 2.5726e-01, -5.2779e-02, 3.2498e-01, 1.0985e-01, 6.1144e-01,\n", - " 3.0967e-01, -5.7404e-02, 1.4842e-01, 6.7556e-02, 2.2393e-02,\n", - " 1.2113e-01, -7.1725e-02, -6.6165e-03, -9.5795e-02, -2.4788e-01,\n", - " 1.6128e-01, -2.3460e-02, -2.4699e-01, -4.4107e-02, -1.5102e-01,\n", - " 7.3968e-02, 1.1620e-01, 2.2701e-02, 3.4940e-02, -1.6602e-01,\n", - " -3.8707e-01, 1.2303e-02, 1.4317e-01, 1.4177e-01, 7.1162e-02,\n", - " 3.0388e-04, 4.2850e-01, -2.7111e-01, 1.2200e-02, 4.7172e-02,\n", - " -1.0342e-01, -3.6852e-01, 7.2947e-01, -1.3952e-01, -1.9715e-01,\n", - " -1.2032e-02, -2.5648e-01, -4.9745e-03, 1.7163e-01, 4.5461e-01,\n", - " 2.8798e-01, 8.4074e-02, -2.7832e-01, -4.2050e+00, -2.5436e-01,\n", - " 9.3863e-02, 4.2393e-01, -1.4098e-01, -3.2062e-01, 2.9002e-01,\n", - " -2.0093e-01, 7.9890e-02, -1.0732e-01, 8.0788e-02, 1.2386e-01,\n", - " -3.8590e-02, -1.7305e-02, 1.0622e-01, -3.2384e-02, 9.4720e-02,\n", - " 3.3051e-01, 1.3069e-01, -4.0660e-02, -8.2832e-02, 1.4092e-01,\n", - " -1.5917e-01, -1.3184e-01, -2.3219e-01, 1.9032e-01, -6.3644e-02,\n", - " 1.1415e-01, 7.6270e-02, 8.0228e-02, -1.4469e-02, 3.8586e-01,\n", - " -1.4446e-02, 2.1612e-01, -2.0589e-01, 1.9103e-01, -3.1480e-01,\n", - " 4.1715e-01, -4.0220e-02, -3.6441e-01, -3.2468e-01, -4.1474e-01,\n", - " -9.7549e-02, 3.0935e-01, -1.1352e-01, 2.9126e-01, -1.6827e-01,\n", - " -3.7892e-01, -2.7938e-01, -1.7717e-01, -1.8205e-01, -4.8331e-02,\n", - " 3.1176e-01, -1.6180e-01, -2.8250e-02, 1.6033e-02, -8.6836e-02,\n", - " 5.9511e-02, -4.0695e-02, -2.5213e-02, -1.0682e-01, 1.9171e-01,\n", - " -3.6004e-01, -5.2505e-03, 1.4575e-01, 1.3395e-01, -3.3098e-01,\n", - " -1.1654e-01, -5.1699e-02, -8.5458e-02, -8.0447e-02, -2.6068e-02,\n", - " 2.7269e-02, -7.5727e-01, 2.5966e-01, -4.4027e-01, -7.8031e-02,\n", - " -8.4315e-02, -2.4545e-01, 1.8171e-01, 2.8277e-02, -2.9943e-01,\n", - " -1.0525e-01, -5.0601e-02, 3.7778e-01, 2.3072e-01, 9.0232e-02,\n", - " 9.3683e-03, 6.7106e-03, -3.1979e-03, 5.5597e-02, -1.5697e-01,\n", - " 1.5346e-01, -1.6227e-01, 1.1222e-02, -1.6931e-01, 1.8144e-01,\n", - " -2.7496e-01, 2.7094e-01, -1.6177e-01, 7.7760e-02, -1.7393e-02,\n", - " -3.5944e-01, -2.4198e-01, 2.9998e-03, 2.2186e-02, -1.7116e-01,\n", - " -8.4470e-03, 1.2028e-01, 1.0575e-01, 1.4780e-01, -7.6587e-02,\n", - " -2.4664e-01, -1.6266e-01, 2.2838e-01, -2.5268e-01, -1.0427e-01,\n", - " 1.3195e-01, 5.5370e-02, -5.3158e-02, -8.2787e-02, -2.8575e-01,\n", - " 2.4239e-01, -8.1294e-02, -1.1476e-01, -6.2154e-02, 1.4437e-01,\n", - " 1.7578e-01, -5.2239e-02, -9.5052e-02, -1.2310e-01, -2.4028e-01,\n", - " 1.3541e-01, 7.9743e-02, -2.3021e-02, -1.0104e+00, -9.5809e-02,\n", - " 1.5992e-01, -4.5510e-01, 2.8368e-03, -9.2517e-02, -4.2022e-02,\n", - " -1.2421e-01, 1.3576e-01, 4.9815e-01, -2.2489e-01, 8.6401e-02,\n", - " -3.2181e-02, 4.6024e-02, 1.0783e-01, -1.9738e-01, -2.4705e-01,\n", - " 1.7003e-01, -1.4377e-01, 6.0836e-02, 3.7177e-01, 2.8434e-01,\n", - " -4.9227e-01, -3.5588e-01, 2.7315e-01, 2.5845e-01, 3.6018e-02,\n", - " 1.9522e-01, -1.7843e-01, -1.6051e-01, -8.7167e-02, 1.0288e-01,\n", - " 2.5660e-01, -3.0730e-01, -7.0951e-02, -1.3980e-01, -1.1663e-01,\n", - " -2.4542e-01, 2.1354e-01, 2.2251e-01, 4.8302e-02, -2.6383e-02,\n", - " 1.3435e-01, -2.7807e-03, 3.2373e-01, -2.5855e-01, -1.2901e-01,\n", - " -1.2035e-01, -3.6396e-01, 3.1163e-01, -2.9464e-01, -5.5448e-01,\n", - " -2.0348e-01, -1.0431e+00, 1.1943e-01, -2.1489e-01, -6.0388e-02,\n", - " -1.4263e-01, 9.8254e-02, 1.1313e-02, 8.6843e-02, 1.2205e-01,\n", - " -2.2595e-01, 2.2344e-01, -1.0910e-02, -2.9116e-01, 2.9904e-02,\n", - " -1.0634e-01, -2.5080e-01, 5.3800e-01, 2.7363e-03, -2.8436e-01,\n", - " 2.2562e-01, -1.5355e-01, -9.6141e-03, -3.5160e-01, -7.4145e-02,\n", - " -1.8211e-01, 2.3844e-01, 1.6109e-01, 5.2170e-03, -3.1517e-01,\n", - " 5.5372e-02, 6.3091e-02, 3.9125e-02, 6.3962e-02, 1.9221e-02,\n", - " -4.3275e-02, -1.3064e-01, 1.7295e-01, -1.1225e-01, -8.6447e-02,\n", - " -2.3046e-01, -2.7106e-01, 2.3793e-01, 1.9401e-01, -1.3288e-01,\n", - " 3.3715e-01, -2.0408e+00, -1.2686e-01, 2.4828e-01, 3.8096e-02,\n", - " -5.7901e-01, -4.0854e-01, -4.7542e-01, 2.1448e-01, 3.9830e-01,\n", - " 1.6589e-02, -1.2844e-01, 1.1775e-01, 1.8905e-01, 1.3855e-01,\n", - " -5.2613e-02, 1.8299e-01, 2.8172e-01, 6.4889e-02, -1.1898e-01,\n", - " -9.3644e-02, -4.2899e-01, -3.1068e-01, -2.3766e-01, 1.3886e-01,\n", - " 1.0111e-01, 5.4710e-02, -6.8540e-02, -7.1702e-02, -5.3793e-02,\n", - " 2.6247e-01, -5.1968e-02, 2.7869e-02, -3.1397e-01, 1.5931e-01,\n", - " 5.0571e-02, 2.3991e-03, -4.2980e-01, 9.4605e-02, 1.8283e-02,\n", - " -9.3458e-02, -2.7621e-01, 3.9827e-01, 1.0785e-01, 8.0008e-02,\n", - " 1.7207e-01, 5.6882e-01, -4.8990e-02, -1.9813e-01, -1.7304e-01,\n", - " 2.9611e-02, -3.1768e-01, 1.7857e-01, -2.7627e-02, 2.5045e-01,\n", - " -3.4368e-02, 1.4131e-01, 6.0893e-02, 1.0880e-01, 9.3515e-02,\n", - " 3.5295e-02, 2.0938e-01, -2.2219e-01, 1.4256e-02, 4.1997e-02,\n", - " 3.5206e-01, 2.3682e-01, 3.6627e-01, 7.4852e-02, 4.1111e-02,\n", - " -1.5028e-02, 1.4411e-01, 4.1050e-02, 7.1006e-02, 2.7073e-01,\n", - " 1.0409e-02, 2.8577e-01, -1.1552e-01, 1.6381e-01, 3.3565e-01,\n", - " 9.1178e-02, -1.6104e-01, 6.8311e-02, 3.8821e-02, -3.7638e-03,\n", - " -3.6849e-02, 1.6130e-01, -3.0216e-01, 4.1257e-02, -2.3570e-02,\n", - " 9.5418e-02, 3.6305e-02, -1.3093e-01, 6.8629e-02, 2.2442e-01,\n", - " -6.7986e-02, 1.8033e-01, 8.5662e-02, 8.6606e-02, 3.3871e-01,\n", - " -2.5409e-01, -3.1649e-02, 1.5144e-01, 2.0081e-04, -1.5954e-01,\n", - " -5.0360e-02, 3.1934e-01, -1.0287e-01, 1.6966e-02, 2.8538e-01,\n", - " -1.7526e-01, 2.4329e-02, -1.1036e-01, 1.5191e-01, -2.1836e+00,\n", - " 7.9322e-02, -2.7441e-01, -1.9576e-01, 3.3840e-02, 1.0629e-01,\n", - " 2.3421e-02, -2.0076e-01, 8.8187e-02, -1.6784e-03, 9.1988e-02,\n", - " -2.9274e-01, 2.8228e-02, -5.1979e-01, 7.9986e-02, -7.7685e-02,\n", - " -5.1658e-01, 3.0614e-01, -3.9945e-03, -1.7505e-01, -1.7647e-02,\n", - " 1.2386e-01, 5.8742e-01, 2.6091e-01, 2.7960e-02, -3.4600e-01,\n", - " 1.1717e-01, -6.1749e-02, 5.3778e-01, -4.1136e-02, -5.9014e-02,\n", - " -2.4886e-01, 1.5767e-01, -3.5779e-01, -2.1397e-01, 1.1481e-01,\n", - " 7.5155e-02, 4.3344e-01, 5.5837e-02, 3.5340e-02, -3.0472e-01,\n", - " 3.9934e-01, -1.5702e-01, -1.4878e-01, -1.7719e-02, -1.1608e-01,\n", - " 2.5856e-01, -1.6643e-03, -6.5223e-01, 1.6385e-01, -2.7505e-01,\n", - " 1.0384e-01, 3.7984e-01, 2.1218e-01, 2.5017e-02, -1.8059e-01,\n", - " -2.2721e-02, 2.7475e-01, -8.2843e-02, 7.3440e-02, -1.4869e-01,\n", - " 2.8977e-01, -9.6194e-02, 1.4089e-01, -5.1639e-02, 2.0427e-01,\n", - " -4.0324e-02, -2.2649e-01, 1.3113e-01, 7.0327e-02, 2.1987e-01,\n", - " 1.7708e-02, 5.3146e-03, 9.0577e-02, -3.3763e-01, 1.4876e-02,\n", - " -1.4211e-01, 2.3519e-01, -1.1914e-01, 1.8204e-01, 3.7865e-01,\n", - " 1.1441e-01, 1.4693e-01, -1.8860e-01, -3.3452e-01, 1.1414e-01,\n", - " -1.2545e-01, -4.5164e-02, 3.5454e-01, -2.0422e-01, 2.1010e-01,\n", - " 9.7233e-02, -6.0321e-02, 4.0888e-02, -6.9791e-02, 9.1207e-02,\n", - " 3.4400e-02, -2.6270e-01, -1.3780e-01, 4.6468e-01, -7.5957e-02,\n", - " 2.7630e-01, -7.1750e-01, 2.3536e-01, -1.9085e-01, 1.4375e-01,\n", - " 1.9734e-01, 8.4099e-02, -7.5527e-02, -2.6766e-01, 6.8218e-02,\n", - " 1.6433e-01, -9.0216e-02, -1.2453e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1150, -0.0963, -0.1240, ..., -0.1097, -0.1348, -0.0836],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.8010e-02, 1.9767e-01, 2.1549e-02, 2.8807e-02, 4.4430e-02,\n", - " 3.8340e-02, -5.3300e-02, 5.6951e-02, 1.9442e-02, 8.7280e-02,\n", - " -8.8791e-03, 3.7249e-02, 4.0483e-02, -1.0549e-01, -1.2421e-01,\n", - " 7.0576e-02, 2.3329e-01, -5.2639e-02, -4.7087e-02, -3.8561e-02,\n", - " -6.1586e-02, -9.7612e-02, -1.3241e-02, -5.9464e-02, 1.8142e-02,\n", - " 1.7625e-02, -1.4896e-01, 8.8940e-02, -1.1231e-01, -4.7723e-02,\n", - " 4.9702e-02, -1.9737e-02, 4.1528e-02, -3.7544e-03, 4.3160e-03,\n", - " 1.2059e-01, 1.6261e-02, 6.2070e-02, -4.6008e-02, 1.9503e-02,\n", - " -2.5623e-02, 4.2112e-02, -1.0778e-02, -3.2083e-02, 2.9027e-02,\n", - " -4.8618e-02, 3.2160e-02, 1.1317e-01, 6.0037e-02, -1.1155e-01,\n", - " -7.6731e-02, -2.0878e-02, 9.6323e-02, 1.4461e-01, 5.0177e-03,\n", - " -3.2338e-02, -3.4508e-02, -3.1527e-02, 4.5023e-02, -1.6768e-01,\n", - " -5.3750e-02, 4.8414e-02, -2.4743e-01, -1.2151e-01, -9.0054e-03,\n", - " 6.2452e-02, -1.0644e-01, -2.5222e-02, -3.2597e-03, 1.0881e-01,\n", - " -1.3938e-01, 4.3541e-02, -3.0407e-02, -2.3211e-02, 7.2426e-02,\n", - " 1.9633e-04, 2.2349e-02, 1.1204e-01, 8.7794e-02, 8.7696e-02,\n", - " 4.9284e-02, -4.6989e-02, -1.1226e-02, 9.2780e-02, 5.0919e-02,\n", - " -1.3376e-01, -1.0649e-02, 4.3067e-02, -4.7701e-02, 5.2816e-02,\n", - " -3.7853e-02, -4.4982e-02, -2.4674e-01, -7.2816e-02, 8.1275e-02,\n", - " 6.3514e-02, 1.7031e-01, 1.0835e-02, 3.7936e-02, -3.0757e-02,\n", - " -1.5340e-02, 9.3159e-03, 8.2226e-03, -7.1832e-03, 8.2380e-02,\n", - " 1.6160e-01, -2.6376e-02, 1.9110e-02, -7.9153e-02, -1.2324e-01,\n", - " 2.8771e-02, -1.2279e-01, 1.7649e-02, 6.8271e-02, -9.7566e-02,\n", - " 5.1223e-02, -6.6518e-02, 4.5111e-02, -4.4477e-02, -1.0109e-02,\n", - " -5.0742e-02, 3.3932e-01, -7.6165e-02, 2.7056e-02, 7.1067e-02,\n", - " -4.8717e-02, 4.1337e-02, 3.2391e-02, -4.5657e-03, 1.2699e-01,\n", - " 1.8925e-02, -8.7038e-02, 1.2910e-01, -1.9275e-02, 4.7042e-02,\n", - " 3.3922e-02, 6.8185e-02, -7.0716e-02, 7.7589e-03, 3.2643e-01,\n", - " -6.9114e-03, 6.8111e-02, 7.6750e-02, 4.5530e-02, -6.0687e-02,\n", - " -1.8705e-01, 7.3627e-02, 1.4530e-01, -3.4712e-02, 7.8577e-02,\n", - " -2.4530e-02, 5.1641e-02, -6.0321e-02, 7.8745e-02, -9.8445e-03,\n", - " -7.7298e-02, 3.1875e-02, 2.6515e-02, 5.6336e-02, 9.8680e-02,\n", - " 9.3532e-02, -3.3222e-02, 2.2513e-02, 7.2079e-02, -1.3882e-02,\n", - " 9.6001e-02, 9.4511e-02, -7.5793e-02, 2.6624e-01, 5.2781e-02,\n", - " 1.9332e-02, 3.7815e-02, -2.5005e-02, 2.7255e-02, 2.4904e-02,\n", - " 1.5208e-01, -8.3225e-04, -8.4741e-02, -6.0750e-02, -6.2618e-02,\n", - " 4.4976e-02, 2.1772e-02, -7.0207e-02, 1.5528e-02, -4.7035e-02,\n", - " 6.3562e-02, -5.0743e-03, 1.8272e-02, -1.7878e-02, -5.6244e-02,\n", - " -2.9550e-02, 4.8001e-02, -6.1972e-02, 8.3290e-03, 4.8348e-02,\n", - " 4.3448e-02, -2.1590e-02, -1.2168e-02, -7.9168e-02, 9.2927e-03,\n", - " 1.9331e-02, -4.0501e-02, 2.7964e-02, -3.4625e-02, 4.7186e-02,\n", - " -8.2418e-02, -2.5443e-02, 6.7418e-02, 2.8379e-02, 8.2834e-02,\n", - " 1.3543e-01, -1.6288e-02, 5.4049e-04, -4.1924e-02, -1.7971e-02,\n", - " -4.8998e-02, -1.8314e-01, -1.6682e-02, -3.3679e-02, -5.7463e-02,\n", - " -2.2263e-02, -3.2984e-03, -5.0864e-02, -1.6995e-02, 1.2254e-01,\n", - " -1.5656e-01, 2.0289e-02, 1.5739e-01, -3.8820e-02, -4.7138e-02,\n", - " 4.1190e-02, -5.3589e-02, 8.1206e-02, 5.0128e-02, 2.1197e-02,\n", - " 6.4570e-03, -7.9104e-03, -1.1829e-02, -2.6005e-02, 1.5963e-01,\n", - " -1.9161e-02, -3.5972e-02, 1.7945e-02, 2.0903e-02, -1.7463e-02,\n", - " -4.4287e-01, -1.2795e-01, -5.7360e-03, 8.0108e-02, -1.7980e-01,\n", - " 2.9702e-03, 4.3883e-02, -5.7639e-02, 6.2816e-02, 3.7962e-02,\n", - " 3.1397e-02, -1.2414e-02, 7.6223e-02, -1.8873e-02, -2.3022e-02,\n", - " -1.7749e-02, -7.3809e-02, 9.3333e-02, 4.7210e-03, -6.3795e-02,\n", - " 4.5902e-02, -4.3479e-02, 2.5801e-02, 5.4710e-02, 1.4153e-02,\n", - " 2.7883e-02, -4.8606e-02, 2.5065e-02, 1.0663e-01, -2.2049e-02,\n", - " -9.6186e-02, -5.2786e-02, 4.6394e-02, 3.2215e-02, 3.8721e-02,\n", - " -6.1756e-02, -2.2919e-02, -5.0411e-02, -2.6546e-01, 3.9662e-03,\n", - " 7.5883e-02, 1.2288e-03, -3.3548e-02, 5.5175e-03, 3.4531e-02,\n", - " -2.6999e-02, -5.4112e-02, -5.0014e-02, 4.6468e-03, 9.6950e-02,\n", - " -6.2570e-02, -1.0785e-01, -3.7512e-02, -5.6750e-03, -7.7408e-03,\n", - " 5.3743e-02, 9.4067e-02, 1.2694e-01, 1.6375e-02, -6.8527e-02,\n", - " 7.7643e-02, -9.0551e-02, 6.3939e-03, 6.4944e-02, 3.2686e-02,\n", - " -9.3631e-02, 1.3377e-01, -2.8720e-02, 9.4515e-02, -8.2525e-02,\n", - " 4.9157e-02, -4.1919e-03, 7.4139e-03, -5.6500e-02, 1.5414e-01,\n", - " 4.5277e-02, 5.9013e-02, 4.8169e-02, -1.4201e-01, 5.0386e-03,\n", - " -8.0460e-02, -4.4176e-02, -3.6205e-02, -5.2000e-02, -1.1648e-02,\n", - " 6.6375e-02, -5.2555e-01, 4.0184e-02, 9.5665e-02, -4.6243e-02,\n", - " -6.1948e-03, -5.7050e-03, -7.7476e-02, 1.5320e-02, 1.4949e-02,\n", - " -1.6625e-01, -4.5181e-02, -6.6106e-02, 6.9311e-02, -4.4522e-02,\n", - " 2.3970e-01, -2.4581e-02, 2.1030e-02, 1.8763e-01, -5.9326e-03,\n", - " 8.5257e-02, 2.4318e-02, -4.0278e-02, -2.5351e-01, 6.8265e-03,\n", - " 9.0889e-02, 6.6154e-03, -8.3764e-03, -4.9310e-03, -6.9946e-02,\n", - " 3.9976e-02, -6.4192e-03, -7.9565e-02, -1.7998e-02, 2.5283e-02,\n", - " -3.3219e-02, -9.2371e-02, -3.5545e-02, 3.6091e-03, -1.0486e-01,\n", - " -3.8423e-02, 1.3340e-01, -3.7292e-02, 8.2304e-02, 3.1617e-03,\n", - " 7.8589e-02, 8.3581e-03, -8.7944e-02, -4.1878e-02, 5.5108e-04,\n", - " 1.8815e-02, 3.9550e-02, -4.2423e-04, -5.9127e-02, 8.0169e-02,\n", - " 5.8580e-02, -8.2154e-02, 5.2416e-02, -9.1994e-02, -8.0835e-03,\n", - " -3.5220e-02, -5.6538e-02, -1.0454e-02, -1.7816e-01, 4.3322e-02,\n", - " -1.3003e-02, -4.8526e-02, -7.9673e-02, 1.0845e-01, 9.2085e-02,\n", - " -5.4072e-02, 1.3286e-01, -7.0045e-02, -6.9618e-02, -5.9291e-02,\n", - " -6.3794e-02, -1.0410e-02, -4.6357e-02, -4.7072e-02, -1.0031e-01,\n", - " -5.8751e-03, 6.8251e-02, 5.5020e-02, 8.9677e-02, -2.1195e-02,\n", - " -1.0062e-02, 2.5755e-02, 1.0923e-01, 3.9999e-02, 1.1458e-01,\n", - " 2.5082e-02, -1.2250e-01, 2.9895e-02, 6.2391e-02, 9.5979e-02,\n", - " 5.0071e-02, -8.0181e-02, -3.0511e-02, 5.8455e-04, 2.1120e-02,\n", - " 3.9784e-02, 2.2276e-02, -6.8040e-02, -1.2747e-01, -4.8475e-02,\n", - " 1.1656e-02, -8.0872e-02, -2.0806e-02, -2.7150e-02, -1.4182e-02,\n", - " -2.2249e-02, -1.8019e-02, 7.6419e-02, 7.6748e-02, 4.3732e-02,\n", - " 3.2807e-02, 2.5852e-03, 8.8951e-02, 2.8184e-02, -1.2460e-01,\n", - " -6.5656e-02, 2.4854e-03, 2.6771e-02, 9.3541e-03, 1.8825e-02,\n", - " 4.9196e-02, -1.8875e-02, -3.0863e-02, -2.5936e-02, -8.7842e-03,\n", - " -2.4595e-02, 4.6859e-02, -1.0391e-01, -2.4456e-02, -1.3674e-02,\n", - " 3.7742e-02, -2.5079e-02, -1.3928e-01, -9.5168e-02, 1.1791e-01,\n", - " -1.4344e-02, -5.9762e-03, 1.9814e-02, 1.9045e-02, -4.6420e-02,\n", - " -7.7805e-02, -9.0543e-02, -1.8710e-03, -2.6866e-02, -2.6782e-02,\n", - " 3.6877e-02, -5.5585e-02, -3.9800e-01, -1.4690e-01, -9.8243e-02,\n", - " 7.1951e-03, 5.7249e-02, -2.4714e-02, -1.1899e-01, 4.8455e-02,\n", - " 2.1811e-03, 2.1214e-02, -5.6207e-02, 1.1493e-01, 7.2575e-04,\n", - " -1.0068e-01, -1.1115e-01, -2.6154e-02, 4.9404e-02, 8.3885e-02,\n", - " -3.6180e-02, 2.9179e-02, -1.3874e-02, -1.4699e-02, 9.4535e-02,\n", - " -3.5621e-02, 2.2136e-03, -7.4978e-03, -1.3128e-01, -1.7396e-02,\n", - " 1.7512e-02, -1.4515e-03, 1.3144e-02, 8.4317e-03, -7.6662e-02,\n", - " 1.1904e-02, -1.2994e-01, 8.8078e-02, 2.1186e-02, -1.9439e-02,\n", - " 7.7868e-02, -5.2666e-02, 2.4326e-02, 1.0306e-01, -5.3012e-02,\n", - " 4.7100e-02, -4.8984e-02, -4.2872e-02, 5.6611e-03, 1.5213e-01,\n", - " 4.9654e-02, -5.2313e-02, -1.0682e-03, -8.7687e-02, -3.0193e-02,\n", - " -3.6689e-02, 2.8804e-02, 3.2656e-02, -1.3705e-02, -1.0847e-01,\n", - " -2.0338e-02, 4.6504e-02, 1.6330e-02, 8.1403e-02, -6.6639e-02,\n", - " -1.4177e-01, 3.0350e-02, 1.2078e-03, 6.9197e-03, -1.2743e-02,\n", - " -4.9581e-02, -1.8308e-02, -9.9600e-03, 8.6726e-03, -8.2977e-03,\n", - " -1.0668e-02, -7.9439e-02, 8.5650e-03, -3.2953e-02, 1.4099e-02,\n", - " -1.5226e-02, 2.4051e-02, 1.5542e-03, 3.3044e-02, -3.1752e-02,\n", - " -1.1863e-02, 1.0398e-02, -9.3996e-03, -9.0327e-03, 3.5561e-02,\n", - " 1.2782e-01, 1.0077e-01, 3.1104e-02, 3.0080e-02, 9.4243e-03,\n", - " 2.4222e-02, 1.1171e-02, -2.1181e-01, 3.5380e-02, 6.0038e-02,\n", - " -1.7329e-01, 9.9352e-02, 5.9934e-02, -1.4802e-01, 2.5835e-02,\n", - " -9.9537e-02, -3.2112e-03, 5.6793e-02, 1.7709e-02, 1.8245e-01,\n", - " -1.7143e-03, 3.5806e-02, -5.6572e-02, 4.9944e-02, -4.2625e-03,\n", - " -9.8306e-02, 1.2510e-02, 1.9529e-02, 3.6476e-02, -5.8902e-02,\n", - " 2.4428e-03, 5.4655e-02, 4.0578e-02, 9.7374e-02, 2.3036e-03,\n", - " 1.6263e-02, -7.3630e-02, 2.5832e-01, 2.2668e-02, 5.2931e-02,\n", - " 2.8743e-02, 9.6030e-02, 9.8012e-02, -1.1305e-01, -3.3137e-01,\n", - " 5.5035e-02, 1.9580e-02, 7.8004e-03, -9.5093e-02, -1.0072e-01,\n", - " 4.1168e-02, 7.5936e-02, -7.2084e-02, -5.2921e-03, -8.5054e-02,\n", - " 1.2639e-01, 1.0190e-01, -5.4389e-02, 4.6598e-02, 7.4051e-02,\n", - " 3.5834e-02, -1.2873e-01, -4.8757e-02, 5.6814e-02, -1.0434e-01,\n", - " -1.7172e-02, -5.9383e-02, 8.8364e-02, -1.2916e-01, 9.4558e-02,\n", - " -6.2604e-03, -8.8573e-02, 6.9711e-02, -1.4652e-01, 6.5323e-02,\n", - " 3.9500e-02, -2.3893e-02, -9.3919e-02, -1.2221e-03, 4.6598e-02,\n", - " 1.1687e-01, 7.1840e-02, 9.7706e-02, 7.7547e-02, 1.2095e-01,\n", - " -1.2825e-01, -9.0252e-02, -4.8896e-02, 6.3785e-02, -7.7458e-02,\n", - " -1.0953e-02, 4.0029e-02, -5.4287e-02, 3.9691e-02, -6.2477e-03,\n", - " 1.3100e-02, 1.9835e-02, -1.1744e-03, -1.6517e-04, -4.2026e-02,\n", - " -2.1950e-01, 1.7250e-03, 3.7825e-03, -9.8566e-02, 5.6726e-02,\n", - " -1.4070e-01, -7.7264e-03, 2.6976e-02, 1.7283e-02, 6.2133e-03,\n", - " -6.2855e-02, -3.5605e-02, -7.8332e-03, 1.5435e-02, 6.4189e-02,\n", - " -8.1073e-03, -4.0929e-02, 4.3297e-02, -1.8835e-02, -8.0184e-02,\n", - " 1.0610e-03, -8.4192e-02, 5.6061e-02, 6.4744e-02, 1.2333e-01,\n", - " -8.5460e-04, -5.9557e-02, -6.3569e-03, -1.8323e-01, -2.0008e-01,\n", - " 2.1761e-02, -9.9976e-02, -1.3048e-02, 6.1349e-02, 5.7288e-04,\n", - " -6.8649e-02, -5.4957e-03, -1.5488e-01, 3.8405e-02, 5.4476e-02,\n", - " 1.2031e-01, 4.4064e-02, -6.3291e-02, 7.0640e-02, -1.3714e-01,\n", - " 3.5209e-02, 8.0798e-02, -5.6327e-02, 5.5239e-02, 1.5672e-02,\n", - " -4.7158e-02, 4.3810e-03, -5.0411e-02, -7.0553e-02, 4.8975e-02,\n", - " -9.2504e-03, 4.0927e-02, -1.1496e-01, 1.0007e-01, -2.4148e-02,\n", - " -4.9777e-03, 2.7257e-02, 7.4093e-02, 1.0017e-01, 2.9936e-02,\n", - " -4.0488e-02, 3.7060e-02, 2.0326e-02, 4.7889e-02, -6.0074e-02,\n", - " 6.4894e-02, 2.2013e-02, 1.2720e-02, 7.3689e-02, -2.3378e-02,\n", - " 4.2392e-02, -5.8964e-02, -1.9219e-01, 6.8968e-02, -3.2341e-02,\n", - " 9.4933e-02, -5.5191e-02, -8.5402e-02, 6.7031e-02, -7.1044e-02,\n", - " 6.2102e-02, -6.6005e-02, -2.8320e-02, 2.1044e-01, -1.1138e-01,\n", - " 1.7058e-02, 1.3795e-01, 1.3875e-02, -4.2131e-02, -5.4851e-02,\n", - " 3.3628e-02, -9.5786e-03, -9.0291e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.7835, 0.8072, 0.7671, 0.7371, 0.7630, 0.7590, 0.7661, 0.7830, 0.7937,\n", - " 0.7554, 0.7389, 0.7303, 0.7311, 0.7015, 0.7782, 0.7463, 0.7588, 0.7312,\n", - " 0.8012, 0.7242, 0.7632, 0.7463, 0.7597, 0.7704, 0.7329, 0.7729, 0.7349,\n", - " 0.7975, 0.7719, 0.7586, 0.7830, 0.7454, 0.7621, 0.7880, 0.7845, 0.7811,\n", - " 0.7935, 0.7678, 0.7616, 0.7362, 0.7764, 0.7697, 0.7954, 0.7811, 0.7874,\n", - " 0.7553, 0.7040, 0.8001, 0.7780, 0.7910, 0.7722, 0.7685, 0.7597, 0.6321,\n", - " 0.7445, 0.7699, 0.7865, 0.7084, 0.7960, 0.7503, 0.7760, 0.7398, 0.6624,\n", - " 0.7244, 0.7603, 0.7698, 0.7774, 0.7935, 0.7668, 0.7751, 0.7849, 0.7762,\n", - " 0.7527, 0.7533, 0.7967, 0.7195, 0.7699, 0.7081, 0.7531, 0.7626, 0.7835,\n", - " 0.7989, 0.7812, 0.7649, 0.7126, 0.7585, 0.7452, 0.7636, 0.7837, 0.7939,\n", - " 0.7718, 0.7702, 0.5059, 0.7723, 0.7729, 0.7441, 0.6350, 0.7294, 0.7776,\n", - " 0.7956, 0.8000, 0.7933, 0.7704, 0.7398, 0.7449, 0.6095, 0.7419, 0.7917,\n", - " 0.7470, 0.7406, 0.7678, 0.7552, 0.7059, 0.7770, 0.7952, 0.7634, 0.7650,\n", - " 0.7958, 0.7736, 0.7609, 0.7617, 0.5085, 0.7743, 0.7530, 0.7049, 0.7681,\n", - " 0.7775, 0.7821, 0.7695, 0.7482, 0.7855, 0.7625, 0.6715, 0.7424, 0.7795,\n", - " 0.7925, 0.7603, 0.7704, 0.7808, 0.6374, 0.7854, 0.7787, 0.7703, 0.7701,\n", - " 0.7611, 0.1001, 0.7878, 0.7554, 0.7582, 0.7606, 0.7518, 0.7600, 0.7158,\n", - " 0.7974, 0.7950, 0.7515, 0.7665, 0.7196, 0.7764, 0.4753, 0.7836, 0.7813,\n", - " 0.7318, 0.8080, 0.7629, 0.7777, 0.7585, 0.7701, 0.6112, 0.7772, 0.7882,\n", - " 0.7638, 0.7242, 0.7738, 0.7849, 0.3287, 0.7536, 0.7652, 0.7614, 0.7644,\n", - " 0.7829, 0.7999, 0.7454, 0.7634, 0.7847, 0.7834, 0.7684, 0.7328, 0.7862,\n", - " 0.7755, 0.7723, 0.7386, 0.7229, 0.7386, 0.7723, 0.7721, 0.7961, 0.7488,\n", - " 0.7441, 0.7242, 0.7682, 0.7376, 0.5841, 0.7617, 0.7774, 0.7420, 0.7595,\n", - " 0.7535, 0.7876, 0.7472, 0.7708, 0.7864, 0.7421, 0.7782, 0.7691, 0.6295,\n", - " 0.5342, 0.7810, 0.6135, 0.7337, 0.7743, 0.7545, 0.7786, 0.7576, 0.7750,\n", - " 0.6119, 0.7574, 0.7385, 0.7882, 0.7874, 0.7504, 0.7657, 0.7584, 0.7852,\n", - " 0.7952, 0.7628, 0.7647, 0.7262, 0.7935, 0.7471, 0.7504, 0.7945, 0.7901,\n", - " 0.7366, 0.7710, 0.6270, 0.7207, 0.7554, 0.7637, 0.7263, 0.7515, 0.7093,\n", - " 0.7664, 0.7841, 0.7979, 0.7523, 0.7372, 0.7517, 0.7426, 0.7654, 0.7897,\n", - " 0.7790, 0.7962, 0.7654, 0.7032, 0.7372, 0.7728, 0.7686, 0.7743, 0.7861,\n", - " 0.7749, 0.7810, 0.7819, 0.7603, 0.8065, 0.7761, 0.7531, 0.7870, 0.7815,\n", - " 0.7740, 0.7305, 0.7663, 0.7929, 0.6151, 0.7747, 0.7384, 0.7773, 0.7834,\n", - " 0.7522, 0.7978, 0.7642, 0.6315, 0.7537, 0.7738, 0.7566, 0.7116, 0.6745,\n", - " 0.7133, 0.7704, 0.7675, 0.7576, 0.7844, 0.7793, 0.7946, 0.6980, 0.7731,\n", - " 0.7544, 0.7861, 0.3428, 0.7625, 0.7665, 0.6800, 0.7764, 0.7533, 0.7644,\n", - " 0.7569, 0.7837, 0.7848, 0.7666, 0.7250, 0.7667, 0.7621, 0.7633, 0.7889,\n", - " 0.7733, 0.7763, 0.7271, 0.7905, 0.7831, 0.7690, 0.7634, 0.6590, 0.7797,\n", - " 0.7743, 0.7657, 0.7664, 0.7481, 0.7980, 0.7880, 0.7700, 0.7374, 0.7854,\n", - " 0.7586, 0.7744, 0.7423, 0.6529, 0.7846, 0.7705, 0.7784, 0.7898, 0.7738,\n", - " 0.7929, 0.7859, 0.6705, 0.7895, 0.7745, 0.7512, 0.7754, 0.7469, 0.7796,\n", - " 0.7639, 0.7833, 0.7529, 0.7565, 0.7780, 0.7579, 0.7629, 0.7843, 0.7834,\n", - " 0.7313, 0.7729, 0.7893, 0.7939, 0.7673, 0.7685, 0.7855, 0.7745, 0.7740,\n", - " 0.7387, 0.7969, 0.7775, 0.4035, 0.7884, 0.7696, 0.7592, 0.7827, 0.7542,\n", - " 0.7917, 0.7889, 0.7340, 0.7436, 0.7733, 0.7588, 0.7847, 0.7777, 0.7893,\n", - " 0.7775, 0.7513, 0.7819, 0.7831, 0.7554, 0.6874, 0.7692, 0.7642, 0.7314,\n", - " 0.7682, 0.7834, 0.7570, 0.7620, 0.7874, 0.7841, 0.7720, 0.7993, 0.7998,\n", - " 0.7743, 0.7534, 0.7777, 0.7746, 0.7692, 0.6422, 0.7516, 0.7203, 0.7745,\n", - " 0.7329, 0.7678, 0.7639, 0.7806, 0.7681, 0.7889, 0.7439, 0.7720, 0.7303,\n", - " 0.7834, 0.7497, 0.7734, 0.8058, 0.7868, 0.7651, 0.7729, 0.7564, 0.7464,\n", - " 0.7769, 0.7572, 0.6420, 0.7771, 0.7545, 0.7632, 0.7644, 0.7729, 0.7497,\n", - " 0.7873, 0.7813, 0.7473, 0.7755, 0.8037, 0.8049, 0.7868, 0.7940, 0.7437,\n", - " 0.7669, 0.7578, 0.6570, 0.7869, 0.7706, 0.7692, 0.7032, 0.7240, 0.7502,\n", - " 0.7339, 0.7905, 0.7559, 0.7402, 0.7505, 0.7840, 0.7746, 0.7692, 0.7460,\n", - " 0.7784, 0.7573, 0.7634, 0.7881, 0.7485, 0.6424, 0.7697, 0.7703, 0.7511,\n", - " 0.7756, 0.7668, 0.7530, 0.7737, 0.7814, 0.7663, 0.7202, 0.7919, 0.7673,\n", - " 0.7843, 0.6501, 0.7493, 0.7868, 0.7528, 0.7637, 0.7572, 0.7801, 0.7263,\n", - " 0.7504, 0.7886, 0.7481, 0.7537, 0.7749, 0.7709, 0.7625, 0.7410, 0.7268,\n", - " 0.7701, 0.7634, 0.7546, 0.7744, 0.5708, 0.7743, 0.7667, 0.8013, 0.6931,\n", - " 0.7848, 0.7566, 0.7508, 0.7880, 0.7756, 0.7824, 0.7597, 0.6489, 0.7300,\n", - " 0.7406, 0.7901, 0.7788, 0.7888, 0.7599, 0.7661, 0.7725, 0.7388, 0.8027,\n", - " 0.7338, 0.3546, 0.7923, 0.7407, 0.7892, 0.6918, 0.7634, 0.7300, 0.7453,\n", - " 0.7486, 0.7875, 0.7359, 0.7641, 0.7814, 0.7910, 0.8015, 0.7550, 0.7342,\n", - " 0.7843, 0.7780, 0.7907, 0.7655, 0.7522, 0.7781, 0.7617, 0.7628, 0.7683,\n", - " 0.7778, 0.7855, 0.7931, 0.7564, 0.7954, 0.7837, 0.6996, 0.7515, 0.7605,\n", - " 0.7864, 0.6322, 0.7780, 0.7853, 0.7880, 0.7918, 0.7558, 0.7588, 0.7833,\n", - " 0.7730, 0.7312, 0.7861, 0.7267, 0.7832, 0.7734, 0.7564, 0.7938, 0.7516,\n", - " 0.7311, 0.7545, 0.7682, 0.7724, 0.7825, 0.7682, 0.7649, 0.7990, 0.7955,\n", - " 0.7598, 0.7772, 0.7500, 0.7775, 0.7458, 0.7458, 0.7623, 0.7782, 0.7466,\n", - " 0.7807, 0.7369, 0.6333, 0.7888, 0.7468, 0.7929, 0.7764, 0.7444, 0.7541,\n", - " 0.7829, 0.7909, 0.7878, 0.7675, 0.7785, 0.7877, 0.7714, 0.7661, 0.7884,\n", - " 0.7705, 0.7603, 0.7590, 0.7865, 0.7755, 0.7722, 0.7836, 0.7851, 0.7472,\n", - " 0.7810, 0.7769, 0.7512, 0.7893, 0.7308, 0.8044, 0.7783, 0.7558, 0.7848,\n", - " 0.7800, 0.7516, 0.7931, 0.7677, 0.7364, 0.7475, 0.2637, 0.7410, 0.7191,\n", - " 0.7698, 0.7815, 0.7683, 0.7810, 0.7863, 0.7796, 0.7699, 0.7724, 0.7583,\n", - " 0.7736, 0.7219, 0.7673, 0.7549, 0.6443, 0.7695, 0.7557, 0.7442, 0.7985,\n", - " 0.7734, 0.7492, 0.7599, 0.7893, 0.7461, 0.7825, 0.7815, 0.7495, 0.7683,\n", - " 0.7963, 0.7665, 0.7451, 0.7900, 0.7809, 0.7812, 0.7642, 0.7546, 0.7595,\n", - " 0.8057, 0.7701, 0.7434, 0.7515, 0.7505, 0.7667, 0.5970, 0.7866, 0.7671,\n", - " 0.7186, 0.7780, 0.7713, 0.7634, 0.7217, 0.7434, 0.7963, 0.7724, 0.7460,\n", - " 0.7627, 0.7275, 0.7857, 0.7588, 0.7670, 0.7386, 0.7771, 0.7955, 0.7450,\n", - " 0.7692, 0.7868, 0.7978, 0.7871, 0.7511, 0.7875, 0.7632, 0.7701, 0.7512,\n", - " 0.7694, 0.7598, 0.7789, 0.8017, 0.8120, 0.7347, 0.7573, 0.7785, 0.7227,\n", - " 0.7784, 0.7497, 0.7690, 0.7795, 0.7844, 0.7422, 0.7449, 0.7709, 0.7611,\n", - " 0.7832, 0.7682, 0.7885, 0.7915, 0.7914, 0.7521, 0.7499, 0.7814, 0.7433,\n", - " 0.6761, 0.7919, 0.7914, 0.7548, 0.7739, 0.7806, 0.7836, 0.7708, 0.7667,\n", - " 0.7370, 0.7566, 0.7982], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.0143e-01, -4.9934e-03, 4.2741e-02, 9.3242e-02, -1.0701e-01,\n", - " 7.7428e-02, -1.8910e-01, -8.9392e-02, -2.3132e-02, -4.5784e-02,\n", - " -4.1730e-02, -1.0371e-01, 1.3541e-01, -2.0895e-01, -1.2316e-01,\n", - " 1.7022e-02, 1.4232e-01, 7.4309e-02, -8.0248e-02, -2.6012e-01,\n", - " -1.2523e-01, 5.8546e-02, -1.7959e-01, -1.2676e-01, 5.8003e-02,\n", - " -1.3653e-01, -1.7579e-01, 2.7068e-02, 3.7713e-02, -2.5284e-02,\n", - " -3.2791e-02, -2.0345e-02, -1.5950e-01, 5.9120e-02, -1.0017e-01,\n", - " 3.7000e-02, -2.0407e-02, -2.8611e-02, -7.9124e-02, 1.4936e-01,\n", - " -6.2012e-03, 5.8687e-02, -3.3066e-02, -7.5131e-02, 3.6580e-02,\n", - " 3.5298e-02, 1.3329e-02, 4.4489e-02, -5.0904e-02, -6.7541e-02,\n", - " 5.7931e-02, -5.1968e-02, -2.5015e-01, 3.3063e-01, -6.6932e-02,\n", - " 3.6971e-03, -7.3106e-02, 1.3976e-01, -7.1259e-03, 2.1873e-02,\n", - " 1.9063e-02, -5.0874e-02, 1.7119e-01, 1.2757e-01, 2.2498e-02,\n", - " 3.3626e-02, -5.7261e-02, -7.9731e-02, -3.3183e-02, 2.9149e-03,\n", - " -6.7393e-02, -5.5129e-02, 9.5156e-02, 5.4337e-02, -7.8790e-02,\n", - " -1.5257e-01, -8.6018e-02, -6.0628e-02, -3.1821e-02, 3.7189e-02,\n", - " -5.9252e-02, -4.9736e-02, -8.8976e-02, 1.9187e-02, -8.6639e-02,\n", - " -1.0876e-01, 9.8190e-03, -2.2983e-02, -8.6669e-02, -2.9525e-02,\n", - " -7.4609e-02, 3.9802e-02, -4.1607e-01, -7.4714e-02, -2.4761e-02,\n", - " -5.8499e-02, 1.1701e-02, 4.5803e-02, -4.9822e-02, 9.7922e-03,\n", - " 5.2427e-03, -8.9786e-02, 4.5227e-03, 6.5158e-03, -9.8430e-02,\n", - " -1.9493e-02, 8.6205e-02, -2.1775e-02, -1.2966e-01, -6.2416e-02,\n", - " 4.1058e-02, -1.5484e-01, 2.1393e-01, 1.0293e-01, -1.0064e-01,\n", - " -4.0447e-02, -1.1923e-01, -1.0184e-01, -1.0383e-02, -5.7004e-02,\n", - " 1.8728e-02, 2.1484e-01, 3.0323e-03, -8.3561e-02, -7.7048e-02,\n", - " -1.3720e-02, 2.2662e-03, -6.0176e-02, -8.5088e-02, 3.3793e-02,\n", - " 1.5667e-02, -1.5965e-01, 5.5040e-02, -8.3388e-02, 2.9673e-02,\n", - " 6.4239e-02, 1.3424e-01, 4.3004e-02, 1.1357e-01, 2.3119e-01,\n", - " -1.8156e-02, -3.4921e-02, -1.1099e-02, -5.2952e-02, -1.3459e-01,\n", - " 4.1903e-01, 1.6441e-02, 4.3016e-02, -7.1121e-02, -7.9867e-02,\n", - " -8.2097e-02, -1.1238e-01, 1.7522e-02, -5.0908e-02, -4.1265e-02,\n", - " -3.1622e-02, -1.4844e-01, -1.4074e-01, -7.4933e-02, -1.7992e-01,\n", - " 8.4362e-02, -1.2056e-01, -2.2558e-02, -4.2900e-02, -8.8516e-02,\n", - " -7.9747e-02, 2.9290e-02, 7.0269e-02, 1.2623e-01, 3.9456e-02,\n", - " -8.1994e-02, -1.0926e-01, -1.3677e-01, -1.3483e-01, -4.3726e-02,\n", - " -2.9857e-01, -2.8666e-02, -1.1584e-01, -1.2584e-01, -2.6323e-02,\n", - " -5.2200e-03, 2.4531e-02, -2.1516e-01, -1.6659e-01, -1.3250e-01,\n", - " -4.6105e-02, -1.3966e-01, -2.5269e-01, -6.7279e-02, -2.1519e-02,\n", - " 9.4692e-02, 1.2129e-01, -3.1024e-01, 1.0302e-01, 4.6490e-02,\n", - " -4.1739e-02, 7.9413e-03, -1.0516e-01, 4.6595e-03, -7.7801e-02,\n", - " -4.0114e-02, -2.0998e-01, -1.4946e-01, -1.5185e-01, -2.1079e-02,\n", - " -1.1764e-01, -1.5317e-01, 4.7520e-02, 9.5037e-03, 2.8224e-02,\n", - " 3.9900e-05, 4.6072e-03, -1.3798e-01, -1.1215e-01, -5.7971e-02,\n", - " 1.5967e-01, 3.7583e-03, 1.1014e-02, -2.2936e-01, -1.1396e-01,\n", - " -1.1638e-01, -1.7005e-01, -1.1042e-01, 1.3025e-01, -8.2165e-02,\n", - " -7.6427e-02, 6.7084e-04, 7.7903e-02, -2.3311e-02, -7.3706e-02,\n", - " -8.9601e-02, -1.2516e-03, -9.1410e-02, -1.7993e-02, -7.8725e-02,\n", - " -9.7344e-02, -9.5807e-02, -1.3243e-01, -8.1831e-02, 9.0982e-02,\n", - " 2.8554e-02, -6.3800e-02, -7.2600e-02, -1.5231e-01, -8.1676e-03,\n", - " -1.9263e-01, 1.0197e-01, -5.9047e-02, 6.8148e-02, -3.5994e-02,\n", - " -1.5703e-01, -2.5103e-01, 3.0768e-02, -2.0629e-03, -2.6039e-02,\n", - " 3.8948e-02, 1.2903e-01, 3.2780e-02, -8.7427e-02, -4.4279e-02,\n", - " -1.1110e-01, -2.3176e-02, -9.2529e-02, -7.3000e-02, -2.6225e-01,\n", - " -1.2744e-01, -3.1652e-02, -7.4526e-02, -4.0342e-02, -4.2960e-02,\n", - " -9.4879e-02, 1.4605e-02, -2.6836e-02, -1.3332e-02, -1.3385e-02,\n", - " -1.0347e-01, -3.2220e-02, 5.8689e-02, -2.8761e-02, 3.7157e-02,\n", - " -9.2335e-02, -5.7692e-02, -3.1017e-02, -6.1644e-02, 1.8922e-02,\n", - " 1.0477e-01, -6.5354e-03, -7.2832e-02, -7.0602e-02, -5.1591e-02,\n", - " -3.4072e-02, -1.9599e-01, 6.0799e-02, -1.5923e-02, -3.1513e-02,\n", - " -1.7796e-02, -1.0490e-02, -3.0052e-01, -1.2014e-02, 7.1590e-03,\n", - " -6.2949e-02, 6.5874e-02, -1.1441e-02, -1.0279e-01, -2.4593e-01,\n", - " -6.7980e-02, -1.3744e-01, 4.4989e-02, -1.3253e+00, 2.6254e-02,\n", - " -7.7236e-02, -6.0397e-02, 3.0818e-02, 3.2389e-02, -1.4791e-01,\n", - " 3.9332e-02, -8.1553e-02, 5.3586e-02, -4.0878e-02, 2.3980e-02,\n", - " -4.6490e-02, -4.2483e-04, -8.8238e-02, -2.2205e-02, -9.7844e-02,\n", - " -1.4514e-01, -6.3814e-02, -5.0033e-02, -2.9971e-02, -8.1532e-02,\n", - " 6.2053e-03, -1.0089e-01, 7.5891e-02, -4.8567e-02, -3.9852e-02,\n", - " -1.0336e-01, -2.5916e-02, -1.2772e-01, -3.6044e-02, -1.2031e-01,\n", - " -7.8469e-02, -1.0135e-01, 3.8181e-02, -1.1267e-01, 5.7698e-02,\n", - " -7.1609e-02, -4.6491e-02, 8.3050e-02, 8.5487e-02, 4.9857e-02,\n", - " -3.3883e-03, -5.8996e-02, -2.6221e-02, -1.7140e-01, 8.1628e-03,\n", - " 6.3680e-02, 5.0356e-02, 6.6914e-02, 3.7472e-02, 1.3137e-03,\n", - " -1.3050e-01, 3.0380e-02, -1.7971e-02, -4.0626e-02, -5.2361e-03,\n", - " -1.0655e-01, -1.3960e-02, -4.0416e-02, -4.5746e-02, -1.6830e-01,\n", - " 7.9041e-02, -3.9216e-02, -9.0009e-02, -9.2831e-02, 3.3608e-03,\n", - " -5.2746e-03, -1.1114e-02, 5.8682e-03, 7.6939e-03, -4.7441e-02,\n", - " -7.2052e-02, 1.4352e-01, -9.3005e-02, 8.6399e-02, 2.9588e-02,\n", - " -1.2586e-02, 5.2336e-02, -7.1770e-02, -4.6364e-02, 5.5223e-02,\n", - " -2.7123e-02, -3.6385e-02, -2.0327e-01, -1.7174e-01, -1.0465e-01,\n", - " -9.6071e-02, -9.3520e-02, -3.1970e-02, -5.4334e-02, 1.0536e-02,\n", - " -1.2030e-01, 5.9584e-02, -5.1205e-02, -1.8804e-02, -1.2551e-01,\n", - " 1.3814e-02, -8.4752e-02, 2.2802e-02, -5.7150e-02, -4.5892e-02,\n", - " 8.0307e-02, 2.9127e-03, -8.9909e-03, -2.3155e-02, 3.5766e-02,\n", - " -1.5983e-02, -7.3481e-02, -2.8415e-02, -8.0515e-02, -2.0025e-02,\n", - " 1.0074e-01, 4.7206e-02, -9.6834e-02, 4.5257e-02, 2.4811e-02,\n", - " -6.5297e-02, -8.2743e-02, 6.6480e-05, -7.9620e-02, -4.9326e-03,\n", - " -7.1912e-02, -1.2333e-02, -1.1540e-02, -4.9912e-02, -7.0069e-02,\n", - " -8.1516e-02, -4.8218e-02, -3.9365e-02, 4.0868e-02, 1.3252e-02,\n", - " -5.8795e-02, -4.8958e-02, -6.6027e-03, 2.7711e-01, -1.2373e-03,\n", - " -8.8508e-02, 7.1061e-02, 1.2673e-02, 2.9927e-02, -4.7488e-02,\n", - " -4.2377e-03, -6.5058e-02, -1.8002e-01, 4.3744e-02, -6.0112e-02,\n", - " -1.5189e-02, -5.9574e-02, -5.7233e-02, 4.2385e-02, 3.8846e-02,\n", - " -1.2096e-01, 9.3776e-02, -1.0829e-01, -1.1481e-01, -1.5028e-01,\n", - " 1.4115e-01, 7.7996e-02, -1.8398e-01, -1.1905e-01, -1.1978e-02,\n", - " -8.0054e-02, 1.5296e-02, 1.3792e-02, -1.0292e-04, -8.5176e-02,\n", - " -1.3021e-01, 1.0696e-01, 5.5722e-03, 4.5604e-02, -1.4489e-03,\n", - " 6.9521e-02, -9.8058e-02, -2.0567e-01, -4.9451e-02, -2.6508e-02,\n", - " -5.8083e-02, -5.5497e-02, -1.2098e-01, 6.2494e-02, 2.1026e-02,\n", - " 3.6045e-02, 9.1769e-02, -1.3193e-01, 8.1221e-02, 1.5089e-01,\n", - " 1.3961e-03, 2.5032e-01, -6.4702e-02, 4.6834e-02, -3.5047e-02,\n", - " 1.0451e-02, -8.8798e-02, -5.2427e-02, -6.5855e-02, -7.4273e-02,\n", - " 4.1624e-04, -1.5369e-01, -9.6673e-03, 7.9560e-02, -6.7841e-02,\n", - " 1.1798e-02, 8.3475e-02, -2.0794e-01, -6.3653e-02, 6.2629e-02,\n", - " -1.3183e-01, 1.6244e-02, -2.3589e-02, 9.3055e-02, -2.1140e-02,\n", - " 4.2758e-02, -1.0177e-01, -6.4002e-02, -7.8640e-03, 4.7018e-02,\n", - " -5.9136e-02, -5.9719e-02, -3.8153e-02, -5.9063e-02, 1.4037e-02,\n", - " 1.0244e-02, -2.9816e-03, -1.0705e-01, 2.2184e-02, -5.5526e-03,\n", - " -1.0034e-02, 5.0494e-02, -1.3265e-01, -7.0443e-02, -1.4304e-01,\n", - " -1.6180e-01, 2.4252e-01, 1.8177e-02, -1.0973e-01, -5.1843e-02,\n", - " -3.4870e-02, 1.4373e-01, 1.1962e-01, -1.1743e-01, -1.9941e-01,\n", - " -6.6768e-02, 1.8511e-02, -7.0087e-02, -8.0740e-02, -6.6083e-02,\n", - " -2.2032e-02, -1.0289e-01, -1.2225e-01, -6.8281e-02, 1.4065e-02,\n", - " -6.2295e-02, 1.0831e-01, 1.1434e-01, 2.8178e-02, -7.1535e-02,\n", - " -5.8679e-02, -6.6729e-02, -3.2983e-02, 6.0738e-02, -3.1816e-02,\n", - " -8.1991e-02, -5.1170e-03, -2.2542e-02, 1.0787e-01, -1.1177e-01,\n", - " -3.3998e-02, -6.6702e-02, 6.8574e-02, -2.5580e-02, -6.8048e-02,\n", - " -7.3815e-02, 5.8408e-02, -2.0159e-01, -1.0245e-01, -2.6963e-02,\n", - " -1.0858e-01, -2.2716e-01, -5.7255e-02, 4.5971e-02, 1.0333e-02,\n", - " -5.2310e-02, 9.4175e-02, -9.9383e-02, -8.0028e-02, -1.3144e-01,\n", - " -5.0119e-02, -7.4634e-02, -8.2753e-02, -6.2592e-02, -6.9675e-02,\n", - " -7.6120e-02, -1.1141e-01, -4.1137e-03, -1.5496e-02, -5.8083e-02,\n", - " -1.3553e-01, -1.5801e-01, -9.8654e-02, -6.6115e-02, -4.0994e-02,\n", - " -5.4468e-02, -8.1193e-02, -4.7469e-02, -6.5199e-02, -1.9515e-01,\n", - " -4.3937e-02, -1.1581e-01, -1.8487e-02, -9.4769e-02, -1.7210e-01,\n", - " -5.3808e-02, 1.9768e-02, -8.5274e-02, -5.1541e-02, -3.0522e-02,\n", - " 2.0447e-03, -3.8913e-02, 9.9208e-03, -6.0766e-02, -8.5432e-03,\n", - " -7.1613e-02, -4.8532e-02, -1.1243e-02, -3.9497e-02, -9.9270e-02,\n", - " -2.7192e-02, -5.7511e-02, -7.0599e-02, -1.0108e-01, -1.0721e-01,\n", - " 1.4557e-02, 4.5414e-03, -9.4671e-02, -4.8175e-02, 7.1737e-02,\n", - " 7.1193e-03, -1.7458e-01, -4.0933e-02, -4.1107e-02, -1.0480e-01,\n", - " 2.7921e-02, -3.3553e-02, 3.1001e-02, -9.5486e-02, 3.7972e-01,\n", - " -7.1385e-02, 3.2415e-02, 6.0585e-03, -3.7170e-02, -1.0343e-01,\n", - " -2.7739e-02, 7.4117e-03, -9.5236e-02, -8.6405e-02, -8.0781e-02,\n", - " 7.0634e-02, -5.2213e-02, 1.6595e-01, -7.5049e-02, 9.3369e-03,\n", - " 1.2854e-01, -1.6799e-01, -3.6455e-02, 7.0720e-03, -3.8206e-02,\n", - " -1.2850e-01, -2.2814e-01, -1.2550e-01, 5.3108e-03, 1.1336e-01,\n", - " -9.7223e-02, -4.0442e-02, -2.0390e-01, -3.0108e-02, -5.2283e-02,\n", - " 5.5274e-02, -1.0316e-01, 5.1803e-02, -1.6547e-02, -6.1918e-02,\n", - " -7.8293e-02, -1.8994e-01, -1.5109e-02, -6.5865e-03, 2.1264e-02,\n", - " -1.6797e-01, 1.5695e-02, -1.3800e-02, -6.6126e-02, -2.1529e-02,\n", - " -1.3944e-01, -7.4726e-02, 1.6154e-01, -1.3701e-01, 5.0910e-02,\n", - " -9.3107e-02, -9.9301e-02, -1.4887e-01, -2.3922e-02, 6.2611e-02,\n", - " 2.0513e-02, -1.2329e-01, 5.7264e-02, -2.7459e-02, -1.0513e-02,\n", - " -1.4072e-01, 2.2282e-02, -4.3426e-02, -2.8376e-02, -8.6946e-02,\n", - " -2.6412e-02, 5.3807e-02, -1.1728e-01, -7.2237e-02, -1.4108e-01,\n", - " -3.4616e-02, -2.0320e-03, -6.6681e-02, 8.0399e-02, -7.6000e-02,\n", - " 6.4613e-03, -8.9355e-02, 3.0802e-02, -7.0571e-02, -2.1900e-01,\n", - " -8.1873e-02, -4.5134e-02, 7.8777e-02, 5.7836e-02, -5.9510e-02,\n", - " 1.9152e-02, 2.2420e-02, -1.6827e-01, 2.8863e-02, -8.6799e-02,\n", - " -4.5602e-02, -4.0573e-02, -5.7080e-02, 3.4489e-02, -9.9306e-02,\n", - " -2.6564e-02, 3.3490e-02, 4.3646e-03, -2.0360e-01, -1.5719e-02,\n", - " -9.2399e-02, 1.2681e-01, -1.1192e-01, 7.5411e-02, -1.2355e-01,\n", - " -9.7518e-02, -4.3362e-02, 1.3810e-02, 4.0390e-02, -6.9647e-02,\n", - " -1.0712e-01, 4.1679e-03, 2.8388e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.7828e-01, 1.7388e-01, -2.4979e-01, -8.8096e-01, 4.1262e-01,\n", - " 1.5108e-02, 5.1027e-01, 2.6685e-01, 4.0594e-01, 3.3868e-02,\n", - " 8.8817e-01, 4.7128e-01, 8.1815e-03, -8.0834e-01, 4.2590e-01,\n", - " 9.6045e-03, -2.6004e-01, 1.8182e-01, 3.0970e-01, 1.0816e-01,\n", - " 2.8345e-01, -3.3274e-01, 6.4790e-01, -2.9134e-03, 7.4752e-01,\n", - " 1.8628e-02, 2.8188e-01, -5.8661e-01, -4.9826e-02, -4.2597e-01,\n", - " 7.5364e-01, -3.6558e-01, -5.2977e-01, -4.3300e-01, -2.3954e-01,\n", - " 6.1852e-01, 2.4070e-01, 5.2911e-01, 4.0765e-01, -5.0417e-01,\n", - " -3.0623e-01, 5.5614e-01, -3.4991e-01, 7.1019e-01, 6.0583e-01,\n", - " 5.7244e-01, -1.8193e-01, -8.4840e-02, -3.2778e-01, -9.6066e-02,\n", - " 2.4517e-01, -3.0803e-03, 5.0514e-01, -1.9854e-01, -2.7128e-02,\n", - " -3.7479e-01, 3.4987e-01, 7.1312e-01, 1.1047e-01, 3.3697e-01,\n", - " 3.2412e-01, -2.1859e-01, 6.0765e-01, 5.5359e-01, 2.1349e-01,\n", - " -1.1427e-02, 7.5359e-02, -1.1980e-01, -2.2860e-02, 4.5371e-02,\n", - " 6.2298e-02, 6.2703e-02, -2.0807e-01, -6.9717e-02, -5.2878e-01,\n", - " 3.9185e-02, 7.0183e-03, -2.5771e-01, 4.3449e-02, -1.8070e-03,\n", - " 5.7689e-01, 8.5976e-02, -5.2910e-02, -1.0032e-02, 1.4359e-04,\n", - " -1.2310e-01, -7.0367e-02, 2.6969e-02, 2.4664e-02, 1.5651e-01,\n", - " -3.2643e-02, 1.2945e-02, -1.8505e-01, 2.0094e-02, -1.0406e-01,\n", - " -7.5938e-02, 2.0558e-01, 1.6011e-01, -1.9375e-01, 1.3385e-01,\n", - " -2.3059e-02, -1.3722e-01, 5.5617e-01, 3.3360e-01, -1.0148e-01,\n", - " 2.2386e-01, -5.4193e-02, -8.0008e-02, 1.6092e-01, -1.4704e-01,\n", - " 2.9962e-03, -9.9762e-02, 1.1598e-01, 4.1289e-01, -1.3658e-01,\n", - " -1.1164e-01, 1.1897e-01, 1.2024e-01, -4.0287e-02, -3.7066e-04,\n", - " -1.7201e-01, -1.0355e-01, 6.2728e-01, -2.3495e-02, -6.3883e-02,\n", - " -1.7491e-01, 7.2600e-02, 2.3547e-02, -1.0739e-01, 3.8582e-03,\n", - " -8.5657e-02, 9.4554e-02, -5.3064e-02, 1.1848e-01, -3.8236e-02,\n", - " -7.8472e-02, -1.4011e-01, 6.1505e-03, -6.8058e-02, -1.8473e-02,\n", - " 1.7013e-01, -3.0498e-02, 4.7946e-03, 1.0680e-01, 1.3684e-01,\n", - " 1.4785e-02, -1.2228e-01, -5.8535e-02, -6.3136e-02, -5.7434e-02,\n", - " 8.6538e-02, 9.7179e-03, -4.7574e-02, -1.6403e-02, 8.8491e-02,\n", - " -4.0462e-02, 4.5423e-02, 5.5447e-02, -5.1824e-02, -4.6620e-02,\n", - " -1.8069e-02, 1.0426e-02, -2.2636e-01, 1.8090e-02, -8.0613e-02,\n", - " 3.3888e-02, 3.9108e-02, -1.6856e-02, -4.7769e-02, 1.1293e-02,\n", - " 1.1529e-01, -9.0463e-02, 2.2069e-02, 2.5320e-01, 4.0131e-02,\n", - " -9.6583e-02, 2.8811e-02, 5.8663e-02, 1.9140e-02, -2.5719e-03,\n", - " 2.4614e-02, 4.2314e-02, 7.6878e-02, -3.0461e-02, 5.2760e-02,\n", - " -3.2980e-02, -3.8637e-03, -5.1831e-02, 1.4192e-01, -4.3704e-03,\n", - " -1.7694e-02, -7.0610e-02, -2.3816e-02, -4.0660e-02, 1.4003e-02,\n", - " -6.1198e-02, 2.4464e-02, -1.8903e-02, 5.0180e-02, 2.4999e-02,\n", - " -4.7171e-02, -1.5356e-02, 6.5769e-02, -4.6491e-02, -1.3974e-02,\n", - " 6.4555e-02, -6.6422e-03, -8.2889e-02, -5.1353e-02, -8.3838e-02,\n", - " 4.1368e-02, 1.9020e-02, -2.7633e-02, -7.8299e-03, -8.1355e-03,\n", - " 3.0134e-02, -3.5173e-02, -4.6550e-03, 1.4792e-02, -4.1948e-02,\n", - " -1.7700e-02, 2.7572e-02, -2.8712e-02, -6.9060e-02, -8.5316e-03,\n", - " 1.1866e-01, -1.7745e-02, 7.5592e-02, -8.4191e-03, -2.2625e-02,\n", - " 4.2021e-02, 1.1814e-03, -3.7635e-02, 4.4854e-02, 1.7472e-02,\n", - " -1.1928e-01, -4.5663e-03, -9.7203e-02, 3.1746e-02, 1.1231e-02,\n", - " -3.7477e-02, 1.1713e-02, -1.3030e-02, -8.8917e-03, -1.1926e-03,\n", - " -7.2705e-02, 1.5932e-02, 2.1720e-02, -8.1718e-02, 1.5739e-02,\n", - " 6.3491e-02, 3.9482e-02, 1.6228e-02, -2.4103e-03, -8.2175e-02,\n", - " -3.9398e-02, -6.0636e-02, -4.1069e-02, -2.0088e-01, -3.0593e-02,\n", - " 1.8884e-01, -1.4458e-02, 6.3748e-02, -1.6136e-01, -7.7534e-02,\n", - " 2.2107e-02, -2.8302e-02, 2.7287e-02, 1.3265e-02, -1.0384e-01,\n", - " -1.7903e-01, 2.9271e-01, 1.2659e-01, -1.1810e-01, -1.0662e-01,\n", - " -4.7906e-03, 3.6442e-02, -1.8094e-01, -1.2608e-01, 4.6527e-01,\n", - " 3.8807e-02, -2.1846e-01, 5.2429e-02, -8.8582e-02, 1.9557e-01,\n", - " -2.2175e-01, -9.3773e-02, -1.2251e-01, 6.3820e-02, -4.4651e-02,\n", - " 1.5360e-02, 7.1327e-02, -2.2800e-01, -3.0155e-02, 9.0547e-02,\n", - " 5.0814e-01, 2.4612e-02, 4.9686e-02, 1.0961e-01, -1.1830e-01,\n", - " -2.7520e-02, -3.1938e-02, -1.0410e-02, -5.5125e-03, -3.2924e-01,\n", - " -7.1661e-02, 6.5876e-02, -1.3114e-01, 4.3042e-02, 2.6686e-01,\n", - " -2.1091e-01, -5.9893e-02, -2.8580e-02, 9.4617e-03, -3.2204e-02,\n", - " 3.8460e-01, 1.0228e-01, 2.9267e-01, -2.9763e-02, 1.7144e-02,\n", - " 1.6053e-02, 1.4258e-01, 6.8994e-02, 8.0088e-03, -1.6354e-01,\n", - " 2.3035e-03, 8.1264e-02, -1.2097e-01, 8.7107e-02, -6.0923e-02,\n", - " -5.0290e-02, -7.7048e-02, -2.4717e-02, -1.0725e-01, 5.9406e-02,\n", - " -1.4322e-02, -2.1740e-02, -7.2168e-03, -3.8212e-02, -8.2943e-02,\n", - " -1.7301e-02, -6.2922e-02, 5.1462e-02, -2.7902e-02, 1.6990e-01,\n", - " 1.4685e-01, 1.2679e-01, -1.0864e-01, 7.5857e-03, -1.3788e-02,\n", - " 4.1558e-02, -1.0008e-01, 6.0113e-02, -7.3200e-02, -5.4620e-02,\n", - " 6.9373e-02, 2.3142e-02, -9.0472e-03, 1.2893e-01, 7.6576e-02,\n", - " 1.6900e-01, -6.8699e-02, -9.4955e-02, -1.2883e-01, 2.9429e-02,\n", - " -1.9395e-01, 3.2958e-02, 1.1447e-01, 2.3098e-01, 7.5079e-02,\n", - " -3.2807e-02, -4.8285e-02, 7.7230e-02, 3.5120e-02, 8.3944e-03,\n", - " 1.0837e-01, 1.2237e-01, 5.0147e-02, 1.1804e-01, 5.2960e-02,\n", - " 5.0756e-02, -5.8748e-02, 4.5665e-02, -4.5798e-02, 7.8257e-02,\n", - " 1.6366e-02, 1.1808e-01, 8.0911e-02, 4.1725e-01, 3.5495e-01,\n", - " -7.6573e-02, 1.4750e-01, 6.6427e-02, -6.6274e-01, 2.4082e-02,\n", - " -6.6826e-01, 4.2987e-02, -1.5593e-01, -2.8234e-02, -6.4874e-02,\n", - " -1.2768e-01, 9.6632e-03, -6.9786e-02, 2.9997e-01, -2.7758e-02,\n", - " -2.5363e-02, -3.4383e-02, -9.7206e-02, 3.9527e-03, 1.6396e-01,\n", - " -3.9399e-02, -4.1567e-02, -9.4707e-03, 3.6867e-02, -2.2448e-01,\n", - " -5.2776e-02, 2.6941e-02, 1.7360e-02, -2.0800e-02, 2.8772e-01,\n", - " 2.3816e-02, 4.5806e-02, 4.9898e-01, -3.9207e-03, -7.3104e-02,\n", - " -1.0077e-01, -5.3539e-02, 2.3399e-03, 2.1634e-01, 5.1464e-02,\n", - " -2.4400e-01, 2.8261e-03, 1.5627e-01, 5.6371e-01, 5.1302e-02,\n", - " -3.7652e-02, 6.4167e-02, 1.7943e-02, -1.1051e-01, -4.4833e-02,\n", - " -6.8963e-02, 2.2003e-01, -3.9271e-02, 7.2539e-03, -5.2928e-01,\n", - " 2.6503e-01, -1.6371e-01, 2.0212e-01, -5.4760e-02, -1.7445e-01,\n", - " -5.9251e-02, -1.9812e-01, 9.8129e-02, -2.3808e-02, 3.5511e-02,\n", - " 5.7011e-02, -8.3704e-03, 5.3371e-02, -6.8948e-02, -9.5123e-02,\n", - " 4.4339e-02, 1.2283e-01, -2.2844e-01, -1.5488e-02, 2.2036e-02,\n", - " 5.1570e-02, 2.5603e-02, 1.3208e-02, -2.3254e-02, 2.5903e-01,\n", - " -3.7322e-02, -8.4126e-02, -8.3285e-02, -3.4295e-02, -1.6127e-01,\n", - " -9.8825e-02, 6.7793e-02, 7.7932e-02, 4.4187e-02, -5.2823e-02,\n", - " -3.7790e-02, 5.1521e-02, -1.4687e-03, -6.9830e-02, -4.1945e-02,\n", - " 2.4203e-01, -3.0522e-02, -4.1389e-02, -1.9859e-02, -1.0494e-01,\n", - " 1.0854e-01, 3.0142e-02, -1.9002e-01, -6.8919e-02, 1.5828e-01,\n", - " 6.4635e-02, -5.0537e-02, -2.3225e-02, 2.0059e-01, 8.4864e-03,\n", - " -4.4478e-02, -2.2666e-02, 1.8239e-02, -3.7124e-02, -6.8431e-02,\n", - " 8.5613e-02, -8.3663e-02, 1.3819e-01, 9.0471e-02, 4.7371e-02,\n", - " 1.4059e-01, 4.2239e-02, -5.9315e-02, -1.3510e-02, -6.7688e-02,\n", - " 1.2778e-01, 8.7979e-02, -5.1866e-02, -8.5598e-02, -4.7889e-02,\n", - " 3.9641e-02, 3.4937e-02, 3.8436e-02, 1.9870e-02, 3.6742e-02,\n", - " 1.0254e-01, -5.2417e-02, -3.4583e-02, 3.3809e-03, -2.4272e-02,\n", - " -3.6904e-02, 1.5232e-01, 2.3057e-02, -6.1406e-02, 1.5491e-01,\n", - " 7.2610e-03, -2.8631e-03, -2.6343e-01, -7.2982e-02, -2.8003e-02,\n", - " 1.7058e-01, -3.4390e-02, -3.9994e-02, 3.3394e-02, 7.2923e-03,\n", - " 7.7603e-02, 8.1766e-02, 1.9118e-01, -1.0392e-01, -1.2923e-01,\n", - " 1.5261e-02, -1.1451e-02, -5.6891e-02, -5.6221e-02, -9.5668e-02,\n", - " 3.4959e-02, -1.4882e-01, -4.5296e-02, -5.4198e-02, -5.1791e-03,\n", - " -8.6150e-03, 1.6170e-02, -7.9183e-02, 5.1190e-02, 2.0784e-01,\n", - " 2.1288e-01, -2.2918e-01, -8.7714e-02, -5.9614e-02, -1.7093e-01,\n", - " -2.2302e-02, -6.5639e-02, 1.3007e-02, -1.4045e-01, 9.0279e-02,\n", - " 5.8246e-02, 1.7757e-01, -9.9000e-03, -8.9437e-02, -4.9660e-01,\n", - " 4.6532e-01, 1.4165e-01, -2.3080e-01, -5.7419e-02, 4.0208e-02,\n", - " -2.8215e-01, 6.5732e-01, -8.4432e-02, 1.1563e-01, 9.2373e-03,\n", - " 2.1267e-02, 2.5095e-01, 5.4742e-03, 1.3396e-03, -3.3636e-02,\n", - " -3.4537e-01, -1.0975e-01, 1.9603e-01, -1.8149e-01, 9.2642e-02,\n", - " -2.5925e-01, 4.3576e-01, -2.8390e-02, -1.1000e-01, -4.0345e-02,\n", - " 3.7427e-01, 2.2233e-01, 6.8468e-02, -5.6418e-02, -2.7373e-01,\n", - " 3.1904e-01, 2.8227e-01, 4.5177e-01, 5.5871e-02, 3.4351e-01,\n", - " -1.8599e-01, -1.7937e-01, 6.8113e-02, -1.9560e-01, 7.2379e-02,\n", - " -1.2231e-01, 1.6123e-01, 4.9954e-02, -3.0685e-02, 9.7240e-02,\n", - " 1.4346e-02, 4.4284e-01, -2.4737e-01, -2.8470e-01, -1.7316e-03,\n", - " 1.7734e-01, -5.8512e-03, -2.2428e-02, -2.0035e-01, -1.5070e-01,\n", - " 4.3294e-01, 1.3048e-01, -7.8763e-02, -5.5947e-03, 4.3358e-01,\n", - " -5.9521e-02, 1.1365e-02, -4.3341e-02, 5.5436e-03, 7.3392e-02,\n", - " 7.4399e-02, -5.2247e-02, 1.2794e-02, 7.3504e-02, -1.7625e-01,\n", - " -1.8620e-01, -7.6687e-03, 1.0429e-01, -6.5680e-04, 4.2952e-02,\n", - " -3.3484e-02, -6.5974e-02, 7.3887e-02, -2.4738e-01, -9.2251e-02,\n", - " 5.1278e-07, 3.1674e-01, 1.1765e-02, -1.7086e-01, 2.0144e-02,\n", - " 2.8905e-02, -8.8639e-03, 1.1884e-01, -4.8498e-02, -1.3477e-02,\n", - " -6.6626e-02, 5.3787e-02, 8.3792e-03, 9.4380e-02, 2.5920e-02,\n", - " 5.4803e-02, -1.0655e-01, -4.7230e-02, 1.5653e-01, 1.5982e-01,\n", - " 1.8880e-02, -8.5382e-02, 1.0879e-02, 1.2653e-01, 2.0570e-02,\n", - " 8.1563e-02, -1.6467e-03, 1.2383e-01, 5.4735e-02, -1.4669e-02,\n", - " -8.6958e-02, -2.4704e-02, 9.1810e-02, 3.6790e-02, 4.2269e-02,\n", - " 2.6214e-02, -9.3997e-02, 6.7285e-02, 7.7302e-02, -2.3614e-01,\n", - " 1.1277e-01, 6.3391e-02, -3.5829e-02, 1.9878e-02, -6.0446e-03,\n", - " 1.3902e-02, -6.9659e-02, 8.2533e-02, -2.1361e-02, 1.9019e-02,\n", - " -1.3146e-02, 1.0154e-01, -2.5013e-02, -6.0032e-03, -1.5126e-02,\n", - " 8.2739e-02, 8.1304e-02, 3.3957e-02, 5.7780e-02, 9.7489e-02,\n", - " -5.8147e-02, -9.0637e-02, 5.0121e-02, -2.9774e-02, 2.9458e-02,\n", - " 2.1534e-02, 1.1424e-02, -3.9535e-02, 2.8709e-02, -2.3269e-02,\n", - " 4.2547e-02, 5.0932e-03, 5.7767e-01, 6.8402e-02, 3.6074e-03,\n", - " -2.8072e-02, -4.2773e-02, -5.7055e-02, -8.9540e-02, 3.7986e-02,\n", - " -8.9288e-02, -6.9921e-02, 7.2772e-02, -5.6096e-02, -7.1482e-02,\n", - " -8.2207e-02, -5.7653e-02, 8.7706e-02, 7.6060e-02, -1.3794e-02,\n", - " -1.0245e-01, -3.8488e-02, 4.2797e-02, 1.1156e-01, -6.8890e-03,\n", - " -3.8860e-02, -3.5087e-02, 3.7793e-02, -1.5162e-02, -6.4295e-02,\n", - " 1.8360e-02, -1.1452e-02, 2.8287e-02, 4.6928e-02, 3.4585e-04,\n", - " -7.4078e-02, 1.2018e-01, -4.0804e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.0441e-03, 1.3689e-03, -3.9434e-03, 6.4613e-03, -1.4892e-03,\n", - " -1.9084e-03, 5.3346e-04, 2.7463e-04, 3.0279e-04, 1.3987e-03,\n", - " 6.2668e-04, -8.3980e-04, 9.2963e-04, 3.0526e-03, 5.4793e-04,\n", - " -5.3155e-03, -1.1958e-03, 1.5725e-03, 9.8040e-04, 1.4004e-03,\n", - " -3.5909e-03, -1.2560e-03, -2.2645e-03, 4.5728e-03, -1.4357e-03,\n", - " 7.0878e-03, 1.3209e-03, 1.1415e-03, 1.3562e-03, -5.9839e-04,\n", - " -7.5759e-04, 1.5238e-03, -2.7394e-04, -2.6662e-03, -9.7500e-03,\n", - " -2.9413e-03, 3.6765e-03, -8.0697e-04, -3.7855e-03, -7.8704e-04,\n", - " 1.3643e-03, 1.0407e-03, 2.2656e-03, -6.6159e-04, 6.1480e-04,\n", - " 1.0705e-03, 9.1614e-04, -1.2893e-03, 7.1373e-05, 5.2995e-04,\n", - " 4.5932e-04, -8.4730e-04, -5.2598e-04, 3.7081e-03, 1.3428e-04,\n", - " 1.3707e-03, -9.2699e-03, 1.6941e-03, 4.6486e-03, -4.3084e-04,\n", - " -9.1174e-04, 5.9390e-04, -3.6343e-04, 1.3480e-04, 3.1486e-03,\n", - " 9.4782e-03, 3.3457e-04, 3.6641e-03, 4.0554e-03, -1.1247e-02,\n", - " -6.7357e-03, -6.9925e-04, 5.2669e-03, -8.8925e-03, -8.5865e-03,\n", - " 5.4483e-03, 4.2291e-03, 5.1654e-03, 1.2046e-02, 1.9329e-03,\n", - " 1.0402e-02, -2.2832e-03, -1.0828e-03, -7.7560e-03, 4.6727e-03,\n", - " 1.5169e-02, -7.6730e-03, -7.7556e-03, 5.1383e-03, -1.0660e-03,\n", - " 4.6742e-03, -1.9280e-03, -3.5727e-03, 8.2793e-03, 8.3554e-03,\n", - " -1.0741e-02, 3.6171e-03, 6.7779e-04, -3.6308e-03, 4.3056e-03,\n", - " 1.1010e-02, 4.2350e-03, 3.6289e-03, 3.3126e-03, -1.0095e-03,\n", - " 2.3365e-04, -1.7701e-04, -7.2488e-03, -9.3016e-03, 5.0050e-04,\n", - " -5.5789e-03, -5.3507e-03, -3.0950e-03, 1.2153e-03, -3.3957e-03,\n", - " 2.7965e-03, -4.4673e-03, 9.4059e-03, -4.6939e-03, 1.1412e-03,\n", - " -2.2597e-03, -2.1981e-03, 4.6398e-03, -4.6788e-03, 1.1694e-02,\n", - " -8.6865e-03, 5.2599e-04, -7.8855e-03, 1.0934e-03, 3.5553e-03,\n", - " 4.9240e-03, -5.1528e-03, -2.3380e-04, 1.7372e-03, 4.8919e-04,\n", - " 4.4564e-04, -7.1640e-04, 7.1178e-03, -3.2159e-03, 2.6002e-03,\n", - " -4.6343e-04, -1.8761e-03, 3.0307e-03, -1.7287e-03, -1.1472e-03,\n", - " -1.7795e-04, 5.4250e-03, -1.8490e-03, -1.5405e-03, 3.8756e-03,\n", - " 3.6301e-03, 1.7624e-03, -4.1888e-04, 5.2788e-04, -1.3847e-03,\n", - " 1.8162e-03, 5.1979e-03, -1.6769e-04, 3.2218e-03, 1.9448e-03,\n", - " 4.2212e-04, 1.4786e-03, -1.1618e-04, -7.5453e-04, 2.7817e-04,\n", - " 3.5576e-03, 3.3683e-03, -2.3536e-03, -6.5503e-04, 1.6933e-03,\n", - " 2.7853e-03, -5.2000e-03, -1.4945e-04, 1.2100e-03, -5.9097e-04,\n", - " -9.9565e-04, -2.5361e-03, -4.5888e-03, 4.5979e-03, -7.9534e-04,\n", - " 8.9417e-04, 8.1526e-05, -1.3397e-03, 2.3279e-03, 2.8537e-03,\n", - " 1.2432e-02, 3.1424e-03, -2.9543e-03, -3.9430e-03, 4.4507e-03,\n", - " 2.5661e-03, 3.3989e-03, -9.1040e-04, -4.4599e-03, 9.0093e-04,\n", - " -5.1682e-03, -2.9268e-03, -7.3542e-03, 4.9652e-04, -1.8690e-03,\n", - " -1.8926e-03, -2.3462e-04, 4.3676e-03, 2.2576e-03, -1.9120e-05,\n", - " 1.8887e-03, -1.2532e-02, -8.0256e-03, -8.0721e-04, 2.3846e-03,\n", - " 1.7169e-04, 5.6851e-03, -5.5821e-03, 1.4118e-03, 1.0748e-03,\n", - " 1.8289e-03, -5.0771e-03, 1.0130e-03, -2.2419e-03, 4.8901e-04,\n", - " -1.2441e-05, 7.5470e-04, 3.8318e-03, -3.5594e-03, -1.6058e-03,\n", - " 6.5638e-03, -5.9850e-04, 2.6132e-03, 2.2498e-03, 1.2037e-03,\n", - " -1.0659e-03, -1.8633e-03, 4.2239e-03, 3.4310e-03, -1.5420e-03,\n", - " -4.0928e-03, -2.7162e-03, 5.1966e-04, -1.9576e-03, -9.1512e-04,\n", - " -1.2544e-03, 5.8817e-03, 5.4121e-03, 1.3099e-03, -5.0480e-03,\n", - " -5.3172e-03, 1.6385e-03, -9.1118e-03, -2.2725e-03, 3.0670e-03,\n", - " 1.0851e-03, 3.0508e-03, -5.5764e-03, 2.0700e-03, 2.3309e-03,\n", - " 2.9400e-03, 9.5438e-03, -1.6201e-03, -6.8563e-03, 5.6020e-03,\n", - " 1.1154e-02, 2.1747e-03, 1.4131e-02, -2.4545e-02, 3.1373e-03,\n", - " 9.7459e-03, -2.1978e-03, -4.4479e-03, 1.6435e-03, 4.9989e-03,\n", - " -7.0998e-03, -1.3566e-03, -2.8348e-03, -7.4927e-03, -1.4080e-03,\n", - " 9.8485e-03, 2.9718e-03, -6.8947e-04, -9.4031e-03, 1.5350e-02,\n", - " -5.5662e-03, -1.1751e-02, -1.3801e-02, -1.0765e-02, 8.6861e-03,\n", - " -5.3052e-03, -1.0070e-02, -1.5609e-03, 3.3453e-03, -1.3292e-03,\n", - " -5.7872e-03, 7.7676e-03, -8.1213e-03, -1.4545e-03, -3.6492e-03,\n", - " 5.8688e-03, 1.2532e-03, -1.5463e-03, 9.9670e-03, -2.6222e-03,\n", - " 5.6471e-03, -2.1333e-03, 4.8168e-03, 1.3471e-04, -7.5099e-03,\n", - " -1.1230e-03, 7.4495e-03, 2.1129e-04, -2.7851e-03, 7.4338e-03,\n", - " -9.4473e-03, -3.6843e-03, -4.0702e-03, 8.5089e-03, -5.7787e-03,\n", - " 1.4650e-02, 4.7674e-03, 5.1760e-03, -2.1781e-03, -1.8996e-03,\n", - " 6.2460e-04, -3.1290e-03, 1.3608e-03, 2.4047e-03, 2.0628e-03,\n", - " -3.2602e-03, 5.5447e-03, -2.8735e-03, 1.7623e-03, 7.1874e-05,\n", - " 2.1226e-03, 1.3270e-03, -1.4843e-03, -1.5056e-03, -2.6795e-05,\n", - " -1.2762e-05, 1.0878e-03, -3.0357e-03, 1.6317e-03, 2.6342e-03,\n", - " -3.4545e-03, -1.3665e-03, 3.8459e-03, 2.2929e-03, 1.3371e-03,\n", - " 1.4433e-03, 3.7467e-03, -1.0538e-03, -9.2442e-05, -1.4064e-03,\n", - " 4.6103e-03, -3.7210e-03, 1.0919e-03, -3.7678e-04, -1.0539e-03,\n", - " -3.0968e-04, 5.1944e-04, 5.1615e-03, 1.8536e-03, 3.7833e-03,\n", - " -6.5290e-03, -6.1298e-03, 3.7474e-03, 2.1960e-03, 6.9209e-04,\n", - " -7.8338e-04, -1.7817e-04, 1.8147e-03, 3.2978e-03, -3.5204e-04,\n", - " 3.0344e-03, -5.9179e-04, 1.3784e-03, 4.7867e-03, -4.5108e-04,\n", - " -2.4946e-03, -3.9413e-03, -1.5173e-03, -5.7540e-04, -1.1008e-03,\n", - " 8.3574e-04, 1.0704e-03, 1.8629e-03, 3.9646e-04, -7.7140e-04,\n", - " 1.0462e-02, 1.1229e-02, -1.7485e-02, 1.1333e-02, 3.8884e-03,\n", - " -1.6043e-02, 1.3526e-02, -2.8029e-02, 4.5591e-03, -1.6116e-03,\n", - " 1.4226e-02, 2.9161e-03, -3.8195e-03, -2.4383e-03, -5.5529e-03,\n", - " -2.0883e-03, 3.1088e-03, -7.4964e-03, -1.4530e-02, 1.7738e-02,\n", - " 6.7353e-03, -9.1193e-03, -2.7397e-03, 1.1844e-02, 6.3929e-03,\n", - " -1.4143e-02, -6.4322e-03, 1.9786e-02, -3.0842e-03, 3.2740e-03,\n", - " -3.3810e-03, -6.7959e-04, 2.5417e-04, 4.5992e-03, 1.0335e-02,\n", - " 9.2517e-03, -5.1181e-03, -1.5245e-02, -5.1293e-03, 2.2085e-02,\n", - " 3.0031e-03, -5.0844e-03, 1.8939e-03, 5.6926e-03, -4.5820e-03,\n", - " -5.0711e-03, -2.2061e-03, -2.1429e-03, 4.1158e-03, -1.0520e-02,\n", - " -3.7363e-03, 6.5011e-03, 1.5799e-02, 5.9543e-03, 1.5043e-03,\n", - " 3.6700e-03, 6.1886e-03, 8.4951e-03, 3.2214e-03, -1.5772e-02,\n", - " 6.7678e-04, -1.2508e-03, -9.6835e-04, -1.6958e-03, -7.0949e-03,\n", - " -5.1247e-03, 4.0065e-03, 1.2487e-03, -2.2215e-03, 5.5468e-04,\n", - " -6.2119e-03, -2.6922e-03, -4.8754e-03, -6.7412e-03, 5.1497e-03,\n", - " 6.2999e-04, -7.7962e-03, -3.4909e-03, -2.1342e-03, -2.6067e-03,\n", - " -5.8847e-03, -2.8624e-03, -7.1139e-04, 2.4397e-03, 5.5396e-03,\n", - " -2.4676e-03, -9.3474e-04, 2.2739e-03, -5.4292e-04, 2.9439e-03,\n", - " -1.8736e-03, -1.0395e-03, -1.1034e-03, 5.3041e-04, 3.8776e-03,\n", - " -4.6939e-03, -1.3208e-03, -3.3843e-03, 4.3633e-04, 2.4805e-03,\n", - " 6.8817e-03, 1.5071e-04, -1.2337e-03, -7.9917e-04, 1.9457e-03,\n", - " -4.6236e-04, -4.6216e-03, -5.0001e-03, 9.3105e-04, 4.0314e-03,\n", - " -1.3191e-03, -2.2803e-03, -4.3429e-03, 2.9142e-03, 2.1468e-03,\n", - " 8.7352e-04, -2.8078e-04, -2.4947e-03, -6.3734e-03, -3.7210e-03,\n", - " -2.3051e-03, 6.2440e-04, 4.1120e-03, -5.4283e-04, -2.1785e-03,\n", - " 1.1105e-02, -6.7743e-03, 2.7560e-03, 5.6815e-04, 1.7481e-03,\n", - " 2.0510e-03, 6.1667e-04, 1.1443e-04, -4.1993e-03, 1.9060e-03,\n", - " 2.5793e-03, 1.7883e-03, 1.0902e-03, 4.7769e-04, 2.6538e-03,\n", - " 4.4822e-03, -1.9466e-04, 2.7458e-03, -2.6723e-03, 2.2496e-03,\n", - " 1.7401e-03, -2.7161e-03, 3.9613e-04, 1.6993e-03, 2.6540e-03,\n", - " 3.1209e-03, -2.3843e-04, -2.8749e-03, -1.1671e-03, 3.6487e-03,\n", - " 1.0841e-03, -8.6129e-05, 2.7318e-03, 1.8443e-03, 4.0914e-03,\n", - " 2.2688e-03, 3.8539e-03, -4.0144e-04, 2.8915e-03, -6.7054e-04,\n", - " -1.5408e-03, -2.1888e-03, -2.8955e-03, 1.8109e-03, -2.0393e-03,\n", - " 1.5793e-03, -1.4539e-03, 1.5752e-03, -9.2535e-04, -2.3895e-04,\n", - " 9.0203e-04, -2.3521e-03, 6.1890e-04, -1.3119e-03, 6.3980e-04,\n", - " -3.0881e-03, -3.2183e-03, 2.7034e-03, 2.0561e-03, -2.2701e-03,\n", - " -4.5080e-03, 4.2629e-03, -6.3577e-04, 7.7316e-05, -4.4811e-05,\n", - " 9.4819e-04, 1.2280e-03, -1.7828e-03, 5.3695e-04, -4.3194e-03,\n", - " -7.6021e-04, 3.9560e-04, 1.2701e-03, 2.1540e-03, -9.1881e-04,\n", - " 1.4440e-03, -5.6651e-03, -5.1690e-05, -4.0822e-03, 4.0124e-03,\n", - " -2.6027e-03, 1.6107e-04, 2.6225e-03, 2.4264e-03, -4.0761e-03,\n", - " 2.1750e-03, 4.7726e-04, -4.3111e-03, -1.0376e-03, -5.7166e-04,\n", - " 1.6013e-04, -4.9116e-03, -7.6650e-04, 1.0801e-03, 4.5168e-04,\n", - " -2.4396e-03, -1.1829e-03, 3.0801e-03, -2.2683e-03, 1.6823e-03,\n", - " 2.6931e-03, -2.4151e-03, 3.5837e-03, -4.2898e-04, 2.1475e-03,\n", - " -3.1117e-03, -5.4902e-05, 4.3549e-04, -4.6292e-03, 6.1178e-05,\n", - " -2.2557e-03, 7.0227e-03, -1.0547e-03, 1.2257e-03, 2.0354e-04,\n", - " -2.0588e-03, -6.1874e-03, 4.1461e-03, 4.1408e-03, 5.0044e-04,\n", - " 2.6121e-03, -2.7004e-03, 6.8363e-04, 1.3157e-03, -3.3623e-03,\n", - " -1.8640e-03, -1.4588e-03, -1.4800e-03, 1.8468e-03, -2.3250e-03,\n", - " 2.7134e-03, 5.9013e-03, -1.1770e-04, -7.8681e-03, 2.5490e-04,\n", - " 3.1058e-03, -5.6438e-03, 2.6721e-03, -3.7445e-03, 5.7868e-03,\n", - " -2.1992e-04, -5.7012e-03, -6.4063e-03, 2.8807e-04, -4.4331e-03,\n", - " -4.0420e-03, 6.3774e-03, -2.5768e-03, 1.2755e-03, 4.0350e-04,\n", - " -1.1534e-02, -1.1110e-02, -4.9638e-03, 1.9212e-03, 1.7321e-03,\n", - " 2.1973e-03, -7.2445e-03, -8.2829e-03, 8.0332e-03, 3.6778e-03,\n", - " 1.1086e-03, 2.6970e-03, -4.7765e-03, -2.9143e-03, 2.5620e-03,\n", - " 8.3624e-04, 4.8012e-04, -8.7049e-04, 2.2803e-03, -5.0312e-03,\n", - " 8.7249e-04, -5.0246e-03, -1.6031e-03, -6.7433e-03, 2.1957e-03,\n", - " -1.1002e-02, -7.4774e-03, -2.1632e-04, -1.4669e-03, 4.8358e-03,\n", - " 4.7983e-03, 2.1324e-03, -1.8465e-03, -4.7259e-03, 3.1237e-03,\n", - " 3.1692e-03, 5.6853e-03, -8.5337e-03, -3.4333e-03, 4.0290e-03,\n", - " 2.6862e-04, 1.9783e-03, 2.4356e-03, -5.5165e-04, 1.3959e-03,\n", - " 7.9357e-03, 1.5520e-03, 1.1750e-03, 1.7305e-03, -1.3418e-03,\n", - " -9.0775e-04, 2.8726e-03, 3.0854e-03, 8.7991e-04, -3.1581e-03,\n", - " 4.2784e-03, -7.0012e-03, 6.4626e-03, 9.3355e-03, 1.9080e-03,\n", - " 7.0376e-04, -3.7505e-04, -6.1540e-03, 3.6263e-03, 3.4948e-03,\n", - " -2.4074e-03, 1.7909e-03, 7.9083e-04, -4.0802e-03, 1.2530e-02,\n", - " 6.2071e-03, 1.2029e-02, 7.8042e-03, -8.4164e-03, 8.8836e-03,\n", - " 1.6583e-02, 8.0705e-03, -1.1590e-02, 6.6422e-03, -7.0353e-03,\n", - " 4.7486e-03, 2.7343e-03, 5.9411e-03, 6.3777e-04, 3.4606e-03,\n", - " -6.3848e-03, 4.8333e-03, -1.1083e-02, -3.8611e-03, 2.3024e-03,\n", - " -3.8309e-03, -1.8349e-03, -4.7402e-03, -1.3764e-02, -2.0514e-03,\n", - " -3.3994e-03, -3.5159e-03, -1.8088e-02, -7.2693e-03, 3.1761e-03,\n", - " 1.3863e-02, 2.8904e-03, 5.7310e-03, 6.0737e-03, -6.6675e-03,\n", - " 4.7887e-03, -9.9696e-04, -1.8433e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.8129e-03, 2.6508e-02, -5.9689e-03, -5.0827e-03, -1.2937e-02,\n", - " -2.2209e-02, 1.0012e-01, 1.4342e-02, -7.7452e-03, -1.3408e-02,\n", - " 1.5780e-03, -3.5284e-02, -1.9591e-02, -9.3217e-03, 2.2370e-02,\n", - " -2.5708e-02, -1.3782e-02, -2.4320e-02, -2.6431e-02, 3.0684e-02,\n", - " 2.2398e-02, -2.3781e-03, 1.0013e-02, -3.6587e-02, 8.1336e-03,\n", - " -4.7603e-03, -2.2892e-02, 2.1258e-02, -1.2976e-02, 2.4421e-02,\n", - " 2.2330e-02, 9.1706e-03, -2.1805e-02, 1.3630e-02, 3.2194e-02,\n", - " 8.5526e-03, 3.3404e-02, 8.2482e-03, -1.1307e-02, 6.0176e-03,\n", - " 2.8629e-02, 1.1331e-02, 2.8856e-03, -2.9103e-03, 4.7134e-02,\n", - " 5.1281e-04, -1.1918e-02, 3.0561e-02, 8.8318e-03, 5.2403e-03,\n", - " -4.9838e-03, 4.6464e-02, 1.9512e-02, 1.9514e-02, -1.4155e-03,\n", - " 7.2931e-03, -1.2846e-02, 4.6986e-03, -1.5590e-02, -1.2953e-03,\n", - " 1.1079e-02, 2.3337e-02, -2.0799e-02, 2.8913e-03, 8.7149e-02,\n", - " -5.9323e-03, -3.2943e-02, 1.8664e-02, 1.2668e-02, -3.8752e-03,\n", - " -7.7159e-03, -1.7853e-03, 7.9928e-02, -4.2253e-03, -5.2578e-02,\n", - " -5.1078e-03, 8.6303e-02, -5.1037e-02, 3.8518e-03, 5.8927e-02,\n", - " -1.9571e-02, -3.3890e-02, 2.3259e-02, -7.0688e-02, 2.6496e-02,\n", - " -1.2192e-02, 7.4369e-03, -3.2417e-02, 4.9886e-02, 3.2132e-02,\n", - " 2.8312e-02, -6.0256e-02, -6.3618e-06, 4.8589e-02, -5.6735e-02,\n", - " -2.9321e-02, -8.3820e-03, -3.1116e-02, -5.2021e-02, 1.8531e-02,\n", - " 9.2260e-02, -7.1223e-02, -2.6094e-02, -5.8738e-02, 8.0389e-04,\n", - " -5.3020e-02, 8.8644e-03, 2.7536e-02, -4.0667e-02, 6.0919e-02,\n", - " -2.1711e-02, 7.5447e-02, -1.9029e-02, -8.5780e-02, -1.1432e-02,\n", - " 1.9032e-03, 8.1654e-02, 2.0699e-01, 7.5145e-02, 5.7094e-02,\n", - " 9.8522e-02, -4.9044e-03, -4.2386e-02, 9.2326e-02, 7.4404e-02,\n", - " -3.2874e-02, -4.4925e-02, -3.8013e-02, 1.4697e-02, 8.9698e-04,\n", - " 1.5888e-03, -2.1989e-02, 9.2527e-03, -5.7683e-03, 5.0916e-03,\n", - " -5.3754e-04, 3.2732e-03, -1.5027e-02, 1.6596e-02, -9.5500e-03,\n", - " 1.1293e-02, 7.4547e-03, -5.4322e-03, 9.5094e-03, -6.0146e-03,\n", - " 1.4320e-03, -1.3814e-02, 1.2610e-02, -2.1334e-02, -3.3188e-03,\n", - " 4.6782e-03, 1.0174e-02, 3.8808e-02, -4.2998e-03, 2.7563e-02,\n", - " -3.3018e-03, -1.5392e-02, 1.5419e-02, -3.3091e-03, 1.0841e-02,\n", - " -1.8768e-03, 3.6312e-03, -3.0392e-02, 2.5744e-02, 1.9424e-02,\n", - " 4.5634e-03, -1.5982e-02, -8.7312e-03, 8.1496e-03, -1.4118e-02,\n", - " -1.3542e-02, -1.1802e-02, 7.4023e-03, 2.4704e-02, 1.3830e-02,\n", - " -8.2721e-03, -5.1248e-03, 1.2204e-02, -1.6824e-02, -1.3276e-02,\n", - " 3.2982e-03, -7.9165e-03, 1.5572e-02, -1.8480e-03, 3.6280e-03,\n", - " -6.7343e-03, -2.2357e-02, -1.1292e-02, -3.5560e-03, -5.5644e-03,\n", - " 3.8120e-03, -6.7945e-03, 3.7204e-02, 6.6037e-03, 9.4042e-03,\n", - " -1.8598e-02, 9.2300e-03, 8.1820e-03, 1.9033e-02, -4.6107e-03,\n", - " 1.0007e-02, -1.3119e-02, 5.2465e-03, 4.1959e-03, -2.5548e-03,\n", - " -1.8053e-02, 6.8210e-03, -8.5407e-03, 1.8353e-02, -2.1082e-02,\n", - " 6.2724e-04, 1.0498e-02, -5.6325e-03, -1.3830e-02, 9.2134e-03,\n", - " -8.2288e-03, 1.0566e-04, -3.0164e-02, 8.9551e-03, 2.6633e-02,\n", - " -2.4790e-02, -7.2232e-03, -1.1890e-02, 1.0664e-02, -2.5805e-03,\n", - " 2.5467e-02, -2.8718e-02, 1.6059e-02, 7.5293e-04, -1.5438e-02,\n", - " 3.9439e-04, 1.1857e-03, 2.2813e-02, 1.8426e-03, 3.7120e-03,\n", - " 1.3219e-04, -1.4604e-02, 9.6703e-03, -2.0590e-03, 7.0204e-03,\n", - " 8.7983e-03, -9.0715e-03, 1.3154e-02, -2.6238e-02, -4.1779e-03,\n", - " -2.4061e-02, -1.0726e-04, -3.0806e-03, 1.5580e-02, 1.1468e-03,\n", - " -7.3156e-03, -3.1759e-02, 1.2917e-02, -9.2335e-03, 4.1503e-03,\n", - " 2.0236e-03, 9.2554e-02, -4.6261e-02, 5.1292e-02, 5.8006e-02,\n", - " 5.6099e-02, -6.5914e-02, -9.6557e-02, 1.0006e-01, -4.1498e-02,\n", - " -6.8991e-02, 1.1660e-01, -1.1426e-01, -3.3637e-02, -1.7708e-03,\n", - " -4.4200e-02, 8.7982e-02, 3.3352e-02, 3.5369e-02, -2.4009e-02,\n", - " -1.9061e-02, 2.8139e-02, -1.5726e-02, -1.0278e-02, -3.3332e-02,\n", - " -1.1317e-02, -6.1090e-02, -6.4469e-03, -8.2924e-02, 3.8975e-02,\n", - " -3.6118e-02, -1.0058e-01, 1.4186e-01, 4.7030e-02, 4.5983e-04,\n", - " 1.4726e-02, 1.4800e-01, 3.9049e-02, 8.4341e-02, -1.9048e-01,\n", - " 5.6092e-02, 6.1182e-02, -1.3168e-01, -1.2602e-02, -2.5697e-02,\n", - " -5.4492e-02, -5.4454e-03, -1.9400e-03, -2.2984e-02, 8.4429e-02,\n", - " -6.7835e-02, -5.5231e-02, 9.6776e-02, -6.1501e-02, 2.6296e-02,\n", - " 2.4404e-02, -1.8593e-01, 4.1782e-02, -1.2975e-01, -1.2980e-02,\n", - " 5.8256e-02, 7.0192e-02, -2.5236e-02, 5.2993e-02, 2.8340e-02,\n", - " 8.4497e-03, -9.0652e-03, 7.2280e-03, 5.8151e-03, 3.1684e-03,\n", - " 8.9052e-03, 1.6661e-02, -1.4261e-02, 2.4334e-03, -4.7054e-03,\n", - " 1.9333e-02, 5.5633e-03, -2.7951e-03, -1.6494e-02, 5.5202e-03,\n", - " 9.2111e-03, -1.5561e-03, 7.0928e-03, -7.8143e-03, -1.3979e-02,\n", - " -1.0608e-02, 3.2574e-02, -6.4949e-03, -5.7072e-03, 2.4415e-02,\n", - " 1.1604e-03, -8.5885e-03, 2.2998e-02, -2.6142e-04, 1.0416e-02,\n", - " 1.6488e-02, -6.7634e-03, 6.5589e-03, 6.5733e-03, -3.0783e-02,\n", - " -1.9483e-02, 8.9619e-04, 3.2117e-02, 9.6553e-03, -1.0271e-03,\n", - " -2.3810e-02, -9.9003e-03, 4.3058e-03, 1.2705e-02, -1.5263e-02,\n", - " -3.6671e-02, 1.7822e-02, 1.2827e-02, -1.9555e-02, -3.3258e-02,\n", - " 6.1369e-03, -3.6036e-02, -1.2705e-02, -4.9490e-03, 1.3485e-02,\n", - " 1.5963e-02, -9.7227e-03, -2.5830e-03, 3.0326e-02, -8.1032e-02,\n", - " 2.9491e-03, 2.2105e-03, -4.2584e-02, 1.1577e-03, -4.8129e-01,\n", - " 4.4766e-04, 6.0460e-02, 1.9441e-02, 6.6156e-02, 7.8706e-03,\n", - " -1.6168e-01, 1.6232e-02, 3.7236e-03, -3.1171e-02, 6.6477e-02,\n", - " -3.2638e-02, -2.3085e-02, 1.8003e-02, -3.1251e-02, -3.5283e-01,\n", - " -4.0529e-03, 2.3607e-02, 4.5410e-02, 2.9353e-02, -3.5453e-02,\n", - " -2.1813e-03, 7.9803e-02, 7.4158e-03, 1.8503e-02, 1.2606e-02,\n", - " 3.3811e-03, -5.7398e-03, -4.5430e-02, 1.1265e-01, 3.0235e-02,\n", - " 6.1094e-02, 3.1771e-02, -2.0236e-03, -3.4617e-03, -1.8127e-02,\n", - " -1.2413e-01, 2.5190e-01, -5.4629e-02, -3.8023e-02, 2.4648e-02,\n", - " 5.8730e-03, -1.9671e-02, 4.7483e-02, -4.6909e-03, 5.2543e-02,\n", - " -2.8612e-02, -5.0765e-03, 9.2424e-03, 6.2705e-02, -2.0282e-02,\n", - " 1.2044e-01, 2.4475e-02, -3.3712e-02, 7.0468e-02, -9.4676e-02,\n", - " 5.2563e-03, 3.0934e-02, -1.8878e-02, 8.8762e-03, -8.1467e-03,\n", - " -6.6265e-02, -8.2100e-02, -3.9716e-02, -5.7637e-03, 2.5203e-02,\n", - " 1.5836e-02, -1.8065e-03, -3.5337e-02, 5.0966e-03, -5.6324e-03,\n", - " -8.1579e-03, -3.1573e-02, 2.1848e-02, 1.3425e-02, 2.7656e-02,\n", - " -3.4971e-02, 1.6067e-02, 5.1449e-03, -3.8152e-02, -5.3493e-03,\n", - " 2.8479e-03, -3.3248e-02, -1.0404e-02, 1.8312e-02, -2.3801e-03,\n", - " -1.9781e-02, 1.7574e-02, 2.5091e-02, -1.5582e-03, 4.8695e-03,\n", - " -1.3350e-02, 1.7213e-02, 4.4016e-02, -5.6341e-03, 1.2105e-02,\n", - " 4.0627e-03, 1.5585e-02, -2.3202e-02, -4.7016e-03, 2.7046e-02,\n", - " 4.1824e-03, 6.9564e-03, 4.8997e-03, 2.8509e-02, 6.4025e-03,\n", - " 4.6989e-03, 1.0584e-02, 1.5640e-02, 3.7395e-03, -8.7291e-03,\n", - " 5.9854e-03, -2.4850e-02, -3.8676e-02, 5.4634e-03, -1.8908e-02,\n", - " -1.0258e-02, -3.7428e-03, -2.7284e-03, 1.7768e-02, 9.3654e-03,\n", - " -5.2298e-04, -1.9852e-02, -1.3110e-02, -5.0818e-03, -9.2562e-03,\n", - " 8.3830e-03, 8.8159e-03, -2.4891e-03, -3.0165e-03, -1.9143e-02,\n", - " -2.3548e-04, 1.5552e-02, 1.1036e-02, -6.4004e-03, 4.6297e-03,\n", - " -1.8867e-02, -1.0295e-02, -9.6020e-04, 1.8116e-02, 3.1932e-03,\n", - " 5.8655e-03, 4.6039e-03, -1.3302e-02, -2.5399e-02, -7.0925e-03,\n", - " -7.7740e-03, 7.4325e-03, 9.6250e-03, -2.4010e-02, -3.1733e-02,\n", - " -1.0161e-02, -3.3211e-03, 5.2639e-02, 2.5046e-02, 8.5706e-03,\n", - " -1.3812e-02, 1.7818e-02, 1.8384e-03, 1.1397e-02, -6.2381e-03,\n", - " -5.6409e-03, 3.7058e-03, -6.9016e-03, -8.7943e-03, -2.0281e-03,\n", - " 7.7959e-03, 7.5765e-03, 8.8297e-03, 7.0037e-03, -3.0030e-02,\n", - " 1.7475e-02, 2.7792e-02, 9.1701e-03, -1.2093e-02, 1.3838e-02,\n", - " 1.0025e-02, 9.2024e-03, -4.3533e-03, -2.8230e-04, -4.9528e-02,\n", - " 1.3203e-02, 4.2774e-02, -3.1744e-03, -8.5815e-04, -1.1459e-02,\n", - " -2.4913e-02, 1.5956e-02, -1.4069e-02, 2.3993e-02, -2.7023e-03,\n", - " 1.7005e-02, -3.2020e-03, 2.6245e-02, -7.4888e-03, -4.3722e-03,\n", - " -1.1812e-02, -1.5536e-02, -2.3831e-02, -6.0103e-03, -7.8979e-03,\n", - " -4.7921e-03, -8.6674e-05, 1.3561e-02, 1.6468e-02, 5.2235e-03,\n", - " -7.1893e-03, 5.0759e-03, 9.9182e-03, 7.1578e-03, -3.7875e-02,\n", - " -4.8766e-03, -2.5935e-03, 4.8208e-02, 2.4876e-02, 4.8782e-03,\n", - " 6.9570e-03, -1.8018e-02, 4.7554e-02, -1.7087e-02, 1.6875e-02,\n", - " -7.4085e-02, 9.8432e-03, 2.8966e-02, -7.5918e-03, 1.8558e-02,\n", - " -6.3647e-03, 1.1874e-02, 2.6161e-03, 1.2529e-02, -6.4564e-03,\n", - " 4.1110e-02, 2.9454e-04, 1.2163e-02, -9.8757e-03, -1.1985e-02,\n", - " 5.6716e-03, 1.3403e-02, 1.8619e-02, -2.4112e-02, 1.1653e-02,\n", - " -1.1104e-02, -3.0134e-03, -5.5630e-03, -5.0272e-03, 6.6754e-03,\n", - " 4.0264e-03, -1.0785e-03, 7.3756e-03, 8.2690e-03, -1.0289e-02,\n", - " -8.9700e-03, 9.8963e-03, -3.6831e-03, -1.0341e-02, 1.1618e-04,\n", - " -9.9381e-03, -2.2362e-02, -3.8294e-02, -8.7182e-03, 1.1841e-02,\n", - " 2.6323e-02, 3.7357e-02, 2.2811e-02, 1.1782e-02, -1.8960e-02,\n", - " -2.0880e-03, -1.5634e-02, 2.1352e-03, -1.1822e-02, 3.5180e-04,\n", - " -9.3261e-03, 2.7316e-02, 1.1838e-02, -7.1764e-03, 3.0449e-03,\n", - " -1.4200e-03, -2.3677e-02, 2.4740e-03, -2.1884e-03, -1.6116e-02,\n", - " -6.7760e-03, -1.2296e-02, -3.3730e-03, -7.8930e-04, -6.3619e-03,\n", - " 4.0746e-02, -1.2940e-02, 1.4916e-02, 2.0118e-02, -1.5035e-02,\n", - " 8.3591e-03, 6.2716e-03, 1.9748e-02, 5.5385e-03, -8.7462e-03,\n", - " 2.0420e-02, -4.4931e-03, -8.1561e-04, 2.2401e-02, -1.9849e-02,\n", - " 8.3738e-03, 2.2225e-02, 4.2153e-02, 3.1443e-02, 1.7374e-02,\n", - " -4.8198e-02, 1.3560e-02, -2.0555e-02, -5.7197e-03, -2.2633e-02,\n", - " 5.4238e-03, -2.9493e-02, 2.2874e-02, -3.4183e-02, -1.5615e-03,\n", - " 6.8246e-03, 2.2228e-02, 2.7680e-02, 3.5617e-03, 1.6775e-02,\n", - " 3.8134e-02, -2.3393e-02, 1.5263e-02, -5.0233e-02, 1.2701e-02,\n", - " -1.6159e-02, 3.0610e-03, -3.4465e-02, -2.7657e-02, -5.5255e-02,\n", - " -1.9283e-02, 4.9768e-02, 6.4304e-02, 2.0457e-02, -2.5747e-02,\n", - " -1.9802e-02, 3.6481e-02, 7.7744e-02, 4.6390e-02, 4.0655e-02,\n", - " -1.5900e-02, 2.1784e-02, -1.7846e-02, 1.3006e-02, -6.0668e-02,\n", - " -1.5085e-02, -9.9369e-03, -5.4299e-02, -1.2253e-02, -4.1137e-02,\n", - " -1.3304e-02, -1.9748e-02, 1.7892e-02, -3.7758e-03, 5.8765e-02,\n", - " 5.7162e-03, -4.4922e-02, 4.6295e-02, 1.9042e-02, -1.4007e-02,\n", - " -9.1297e-03, 6.0778e-02, -2.3442e-03, -8.6361e-02, -3.0287e-02,\n", - " 9.9742e-03, -2.7160e-02, 5.2017e-02, -1.1842e-01, -5.6493e-02,\n", - " 2.6794e-03, -6.4809e-02, -3.5672e-03, -3.5041e-04, 4.7718e-02,\n", - " -2.8833e-03, -2.4371e-02, 2.3874e-02, -3.7806e-02, -3.4143e-02,\n", - " -2.8742e-02, 3.3143e-02, 1.9835e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.9466e-02, 5.7151e-02, 1.2936e-02, 1.9204e-02, 8.0533e-03,\n", - " -3.2471e-02, -6.7176e-02, -4.8875e-05, 1.8813e-02, -5.8617e-02,\n", - " 6.2070e-03, 8.5483e-02, 5.9425e-02, -1.0913e-01, 2.5533e-02,\n", - " 9.5683e-02, 4.3458e-02, -2.9317e-02, 1.8295e-02, -3.2163e-02,\n", - " -1.0856e-01, -2.0412e-02, -4.1794e-02, 1.1456e-02, 5.0558e-03,\n", - " -9.7509e-03, 2.4223e-02, 6.6668e-02, 5.3622e-02, 1.0672e-01,\n", - " 6.2376e-02, -5.1854e-02, 2.5027e-02, 2.1163e-02, 2.6222e-02,\n", - " 4.0938e-02, 3.3725e-02, 5.6189e-02, -2.0291e-02, 4.7580e-02,\n", - " -5.7603e-02, 4.3037e-03, 4.8257e-02, 3.2742e-02, 2.3764e-02,\n", - " 1.1970e-02, 7.2588e-03, -2.9376e-02, 1.5711e-02, -9.3844e-03,\n", - " 2.6842e-02, 1.2319e-02, 1.3784e-02, 4.4084e-02, 1.0995e-01,\n", - " -1.8706e-02, -1.1899e-01, -2.6033e-02, -3.4656e-02, -3.6541e-02,\n", - " 6.7243e-02, 1.2687e-02, -1.3839e-01, -3.8657e-02, -6.6772e-02,\n", - " -4.5952e-02, 1.8407e-02, -5.2141e-02, -1.0849e-01, 2.2843e-02,\n", - " 5.0634e-02, -7.6017e-03, -2.9515e-02, -1.4918e-01, -4.4370e-02,\n", - " -6.5126e-02, 3.8103e-02, -4.7779e-02, 3.7436e-02, -6.7674e-02,\n", - " 1.3372e-02, 7.1758e-02, -7.0610e-02, -1.5441e-02, -4.9910e-02,\n", - " -5.3521e-02, 1.0529e-01, -1.3857e-01, -4.4364e-02, -3.1109e-02,\n", - " -2.5842e-02, -2.8666e-02, -1.0282e-01, 7.1902e-02, -1.5152e-04,\n", - " 4.0862e-02, -8.1859e-02, 1.0448e-01, 5.0702e-02, -4.0577e-02,\n", - " -3.7174e-02, -6.7385e-02, -7.8356e-02, 9.1827e-02, 4.4988e-02,\n", - " -2.8879e-01, -5.5261e-02, -3.4672e-02, 5.3201e-02, -1.3670e-01,\n", - " 1.9920e-02, 9.6077e-03, 6.9671e-02, 8.2503e-02, 2.4282e-02,\n", - " 7.0521e-03, -5.8548e-02, -1.0290e-02, 3.1611e-02, -1.5393e-02,\n", - " -6.8036e-02, -8.6018e-02, -4.2305e-02, 8.7982e-02, 8.5137e-02,\n", - " 3.6655e-04, 2.7390e-02, -6.4706e-02, 1.5240e-01, 1.3153e-01,\n", - " 9.2116e-05, 1.4832e-02, -3.7403e-02, 1.0876e-02, -1.1149e-02,\n", - " -1.1280e-02, -4.1851e-02, -1.3698e-01, 4.1740e-02, -5.0478e-02,\n", - " -2.2574e-02, -4.6449e-02, -5.9736e-02, 9.9274e-02, -9.5813e-02,\n", - " 1.5730e-02, -1.2144e-02, 5.4944e-02, -5.8910e-02, 3.6529e-02,\n", - " -1.4969e-02, 9.5296e-02, -4.3786e-02, 2.8994e-02, 1.0605e-01,\n", - " 5.0981e-02, -2.0442e-02, -4.8395e-02, 8.1001e-02, -1.0872e-02,\n", - " 2.0698e-02, -3.5930e-02, 1.4049e-01, -1.3056e-02, -1.6443e-02,\n", - " -6.3899e-02, -2.7023e-03, -5.2455e-02, 2.3762e-01, -1.9480e-02,\n", - " 9.2137e-02, 2.0887e-03, -2.7851e-02, -6.6595e-03, 2.0787e-02,\n", - " 2.9447e-02, -7.5848e-02, -2.4556e-02, 3.4595e-03, 2.5901e-02,\n", - " 2.0094e-02, 2.5515e-03, -3.8899e-02, 2.6381e-03, -6.1280e-02,\n", - " 9.2668e-02, 4.3590e-02, -4.4056e-02, -6.7614e-02, 1.7720e-02,\n", - " -9.2874e-02, 3.2498e-02, 4.6992e-02, 9.4980e-03, -2.6170e-02,\n", - " 3.6029e-02, -6.4452e-02, -8.9092e-02, -9.6225e-02, 3.2663e-02,\n", - " 9.9301e-02, -2.7138e-02, -1.9124e-01, 2.1974e-02, 3.2318e-02,\n", - " -1.0458e-02, -8.7442e-02, 4.6682e-02, -1.0947e-02, 3.8889e-02,\n", - " -1.2741e-02, 1.5856e-02, -1.1123e-01, -4.1305e-02, -3.1413e-02,\n", - " -9.5410e-02, -5.4368e-02, 3.9669e-02, -2.7570e-01, 3.9405e-03,\n", - " 1.7901e-03, 1.3422e-02, -2.4058e-02, 3.0653e-02, 3.7454e-02,\n", - " -1.8969e-01, -1.0636e-01, 3.0009e-02, -7.8779e-03, -5.9815e-02,\n", - " -9.9224e-03, -4.4640e-02, 5.6623e-02, -1.9535e-02, 4.4259e-02,\n", - " 3.0629e-02, -1.2026e-01, -7.5662e-02, -8.6847e-03, -1.9164e-02,\n", - " -1.4095e-01, 6.8939e-02, 4.7686e-02, 1.4006e-02, -1.9963e-02,\n", - " -1.9149e-01, 7.1620e-02, 5.5529e-02, 7.9111e-02, 6.1979e-02,\n", - " 3.1104e-02, 3.5056e-02, 2.9123e-02, -2.2316e-02, -3.5679e-02,\n", - " 1.7923e-03, 5.0948e-02, 3.8209e-02, 2.1630e-02, 2.2711e-02,\n", - " -3.9744e-02, 5.5582e-02, 6.4941e-03, 2.9325e-02, -1.2905e-01,\n", - " 7.6478e-03, -6.9750e-02, 3.3081e-02, -6.4297e-02, -3.5128e-03,\n", - " -5.5776e-03, 8.3677e-02, 5.4507e-03, 6.9976e-02, 1.3420e-02,\n", - " -7.9808e-02, -6.2192e-02, -4.0993e-02, 5.6693e-02, 4.4906e-02,\n", - " -1.4185e-01, 2.9856e-02, -2.1570e-02, 4.3125e-03, 3.6522e-02,\n", - " 3.4680e-02, 1.5158e-02, -1.3655e-02, 2.1828e-02, -9.6371e-03,\n", - " 2.5872e-02, -5.3787e-02, 9.2649e-02, -2.9292e-02, 1.8037e-02,\n", - " -2.6666e-02, -1.5545e-01, 6.5847e-03, 4.6144e-02, -3.5297e-02,\n", - " -1.2171e-03, 4.7448e-02, 9.0322e-02, 9.3345e-02, -3.5552e-02,\n", - " 1.4448e-02, 1.9892e-02, -5.1254e-02, -2.0208e-01, 4.4178e-02,\n", - " 7.1592e-02, 2.3841e-02, 1.6977e-02, 2.7591e-02, -5.9150e-02,\n", - " 1.5174e-01, -4.0214e-02, -6.0855e-04, 1.1054e-02, 1.2928e-02,\n", - " -5.4908e-02, 8.9465e-02, 3.3566e-02, -5.1806e-03, -8.3748e-02,\n", - " -7.0829e-02, 1.6432e-02, -1.4974e-02, -6.9035e-02, 1.2967e-02,\n", - " 2.2368e-02, -2.5728e-01, 8.2108e-02, -5.5896e-02, 1.9333e-02,\n", - " -3.9238e-02, -7.2975e-02, 5.2415e-03, 2.1697e-04, -2.5432e-02,\n", - " -5.1150e-02, 1.3470e-02, -3.8300e-02, -2.7570e-02, -1.2548e-01,\n", - " -1.4671e-01, -1.5185e-03, -5.4895e-02, -3.2731e-03, -9.0383e-02,\n", - " 3.6729e-02, -2.6276e-03, -1.0953e-02, -1.5507e-01, 1.8809e-02,\n", - " -2.6423e-02, -2.8081e-02, 4.0751e-03, 4.5792e-03, 3.1256e-02,\n", - " -1.0424e-01, 5.6728e-02, -2.9208e-02, -4.4881e-02, -3.4082e-02,\n", - " -2.7374e-02, -1.1136e-01, 5.5025e-02, -3.9791e-02, 9.8569e-02,\n", - " -1.0818e-01, 4.3804e-03, 2.5318e-02, -7.0870e-03, -4.4816e-02,\n", - " 1.4205e-03, -1.2396e-02, 2.7017e-02, 6.6355e-02, 5.7209e-03,\n", - " 3.9514e-02, -2.4055e-02, 3.3537e-03, -2.4472e-02, -2.7257e-03,\n", - " 2.3496e-02, 1.7078e-02, 1.6617e-02, -5.1890e-02, 2.4275e-02,\n", - " 2.6147e-02, 6.5363e-02, 1.4639e-02, -5.7274e-02, -2.3289e-02,\n", - " 8.2959e-03, -6.3718e-02, 1.4444e-03, 1.0641e-02, -5.2832e-02,\n", - " 8.6275e-02, 7.2927e-02, -5.3226e-02, -4.6989e-02, 1.8138e-02,\n", - " -1.2426e-02, -5.9029e-02, 3.3742e-02, -5.1371e-02, 2.6007e-02,\n", - " 8.6075e-03, -3.4071e-04, -8.7070e-03, 5.0729e-02, -3.3184e-04,\n", - " -3.8610e-02, 2.7764e-02, 1.2515e-01, -1.1560e-02, -6.7068e-02,\n", - " 8.9357e-02, 1.0336e-01, -2.9885e-02, 2.6235e-02, 4.9809e-02,\n", - " 2.7461e-02, -8.6142e-02, -1.3722e-03, 2.4127e-02, 8.3305e-03,\n", - " 9.1499e-02, 6.5131e-02, -4.2233e-02, -2.9726e-02, 1.6917e-02,\n", - " -8.9805e-02, 6.8473e-02, 4.1793e-02, 3.4187e-02, -4.0051e-02,\n", - " 1.2546e-01, 7.2068e-03, 2.1032e-02, 3.1962e-03, 3.8856e-02,\n", - " -1.3340e-02, -4.4194e-02, -4.8652e-02, 1.1504e-01, -1.7293e-02,\n", - " -6.1339e-02, 3.6552e-02, 2.3501e-02, 3.2087e-04, 1.3997e-02,\n", - " -1.5047e-02, 5.0570e-02, 4.9999e-02, -2.0021e-03, 6.4540e-02,\n", - " 1.5220e-01, 2.9233e-02, -4.0479e-02, 4.1562e-03, -2.4706e-02,\n", - " 2.6080e-02, 5.7119e-02, 1.0398e-03, -9.2004e-02, 2.6106e-02,\n", - " 2.2201e-02, 6.6573e-03, -1.3608e-02, 5.8952e-03, 5.2423e-02,\n", - " 3.1709e-02, -7.4394e-02, -6.0031e-02, 4.5167e-03, 2.1867e-02,\n", - " 3.0811e-02, -7.4838e-02, -1.1069e-01, -6.4606e-02, -4.6199e-02,\n", - " 5.9067e-02, -9.4977e-02, 4.2458e-02, 5.7177e-02, 1.0565e-02,\n", - " 3.7454e-02, 2.9436e-02, -2.3327e-01, -4.3752e-02, -6.1062e-02,\n", - " -4.1674e-02, -6.4800e-02, -2.8632e-02, 3.0709e-02, -2.5903e-02,\n", - " 5.2093e-02, 3.7295e-02, -2.0892e-03, -4.0927e-02, 1.5060e-01,\n", - " -2.3615e-02, 8.0754e-02, 3.7134e-02, -5.7048e-02, -2.4003e-02,\n", - " -1.5737e-02, 2.5291e-02, 4.1751e-02, -4.8147e-02, -3.3991e-02,\n", - " -7.1890e-03, -2.8066e-02, -4.6062e-02, 7.0861e-02, -1.0415e-03,\n", - " 5.2525e-02, 1.7168e-02, 1.1905e-02, 1.0177e-01, -8.7092e-02,\n", - " 3.5465e-02, -4.7863e-02, 3.6146e-03, -3.8489e-02, 1.1273e-01,\n", - " 5.4865e-02, 1.2135e-01, -8.8270e-03, -8.4473e-02, -6.1399e-02,\n", - " 3.2926e-02, -2.7184e-02, 5.0998e-02, -8.1975e-03, -9.4092e-02,\n", - " 8.5789e-03, -1.0326e-01, 9.1359e-03, -2.4183e-02, 7.9736e-02,\n", - " 2.0996e-02, 5.3791e-02, 5.8653e-02, 7.7050e-02, -4.1976e-02,\n", - " -3.2979e-02, 6.7566e-02, 2.9712e-03, 2.8921e-02, -5.7026e-02,\n", - " 1.2244e-02, -7.6267e-02, 5.9985e-02, -4.2804e-02, 3.0192e-03,\n", - " -7.1474e-04, -8.9221e-02, 3.2920e-02, 4.8409e-02, 5.4171e-02,\n", - " -8.9541e-02, 6.2568e-02, 4.8190e-02, 1.8391e-02, -3.4374e-02,\n", - " 1.0844e-01, 3.5124e-02, 3.5365e-03, 6.0571e-02, 2.1285e-02,\n", - " 1.1996e-02, -2.5700e-03, -1.9077e-01, 2.0137e-02, 5.4921e-02,\n", - " 2.7224e-02, 8.6452e-02, -2.3721e-02, -4.0188e-02, 4.5577e-02,\n", - " -1.2931e-02, -6.2245e-02, 4.1053e-02, -9.0775e-03, 6.2513e-02,\n", - " 5.9515e-02, 3.4904e-02, -2.0892e-02, 3.6492e-02, -5.7068e-02,\n", - " -1.4677e-02, 3.2444e-03, 4.5679e-02, 7.2195e-02, -4.1936e-02,\n", - " -3.7669e-02, -1.6020e-02, 4.8402e-02, 8.6718e-02, 7.1878e-02,\n", - " 3.8593e-02, -4.5701e-02, 9.7581e-02, -1.0119e-02, 1.8063e-02,\n", - " -2.9567e-03, 8.5258e-02, 9.4213e-03, 6.7018e-04, -1.0081e-01,\n", - " -3.3521e-02, -1.6486e-03, -5.2328e-02, -2.8294e-02, -5.7178e-02,\n", - " 2.5628e-02, 3.1275e-02, 1.1009e-02, 7.9985e-02, -8.5534e-02,\n", - " 5.3815e-02, 4.4212e-02, -7.9918e-02, 5.1616e-02, 9.2757e-02,\n", - " 1.9697e-02, -8.5501e-02, 9.4257e-02, -7.6939e-03, -4.9213e-02,\n", - " 3.7385e-02, 5.6585e-04, 1.8655e-02, -9.8862e-02, 4.8083e-02,\n", - " 7.7159e-03, 8.0064e-03, -2.0756e-02, -1.1131e-01, 3.7561e-02,\n", - " 4.1208e-02, 8.0762e-02, -8.1214e-02, 7.0733e-02, -3.3996e-02,\n", - " 2.3278e-02, 8.0566e-03, -5.4588e-02, 6.2855e-02, -1.7425e-01,\n", - " -1.7324e-02, 1.0559e-01, -4.5454e-02, 1.5117e-02, 7.3154e-02,\n", - " -1.7790e-02, -5.5280e-02, -2.6623e-02, -4.7448e-02, -4.0030e-02,\n", - " 5.2330e-02, 2.2777e-02, 1.7567e-02, 2.8400e-03, 4.7208e-02,\n", - " -7.7499e-02, -2.3416e-02, -1.5779e-02, 2.6985e-02, 4.5957e-02,\n", - " -5.3063e-03, 5.3769e-02, 3.4220e-02, -2.6538e-02, 4.7935e-02,\n", - " -6.5717e-02, 5.5028e-02, 2.9468e-02, 6.9892e-02, 5.2156e-02,\n", - " 1.0020e-01, -4.4873e-02, -7.6153e-02, -5.3390e-02, 1.2343e-03,\n", - " -5.5079e-02, 4.0047e-02, 4.9725e-02, 3.0384e-02, 6.1839e-02,\n", - " -6.8079e-02, 6.3306e-02, 2.1730e-02, -8.5233e-03, -5.7504e-02,\n", - " -2.0820e-02, -4.9665e-03, -1.8123e-02, -9.1573e-03, -3.2038e-02,\n", - " 1.5256e-02, -9.3580e-03, -2.9970e-02, 1.7385e-02, 6.2971e-02,\n", - " 4.6202e-02, 5.4733e-02, 5.6672e-02, 5.6462e-03, 2.8902e-02,\n", - " 7.8776e-02, 4.7366e-02, -5.2509e-02, 1.8269e-02, -3.4530e-02,\n", - " 1.5346e-02, 3.1328e-02, 6.3734e-03, -1.5857e-02, 1.1009e-02,\n", - " 1.3909e-02, -8.0187e-03, -9.2993e-02, 1.6472e-01, -2.2096e-03,\n", - " -3.6623e-02, -1.1915e-02, 1.3587e-02, -1.5781e-02, 1.5826e-02,\n", - " -5.7292e-02, -4.0520e-02, 6.3615e-02, -2.5389e-02, -1.2683e-02,\n", - " 1.2557e-01, -1.6156e-02, 3.1570e-03, 3.8065e-02, 2.0624e-02,\n", - " -8.6131e-02, -9.3223e-02, -6.4405e-02, -7.2829e-03, 4.6160e-02,\n", - " 2.4083e-02, -3.5145e-02, -7.7147e-02, 8.9645e-02, -7.2741e-02,\n", - " -8.9256e-02, 2.5976e-02, 6.8140e-02, 4.5148e-02, 1.9592e-02,\n", - " -5.0797e-02, 5.7542e-02, -2.0699e-02, -5.1769e-02, -3.6325e-02,\n", - " -9.5844e-02, -8.4481e-04, 1.4493e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8970, 0.8715, 0.8531, 0.8691, 0.9489, 0.9267, 0.8984, 0.8933, 0.8883,\n", - " 0.8677, 0.8263, 0.8614, 0.8637, 0.9061, 0.8787, 0.8674, 0.8052, 0.8844,\n", - " 0.9047, 0.9702, 0.8813, 0.8903, 0.9029, 0.8783, 0.8594, 0.9128, 0.8560,\n", - " 0.8883, 0.8354, 0.8712, 0.8992, 0.8560, 0.9149, 0.8976, 0.8836, 0.8841,\n", - " 0.8836, 0.8792, 0.8864, 0.9250, 0.8919, 0.9026, 0.8662, 0.8721, 0.8684,\n", - " 0.8780, 0.9980, 0.8710, 0.9154, 0.8691, 0.9277, 0.8868, 0.9704, 0.8326,\n", - " 0.8852, 0.8300, 0.8682, 0.8911, 0.8602, 0.8663, 0.8834, 0.8344, 0.8183,\n", - " 0.9349, 0.8850, 0.8832, 0.8781, 0.8855, 0.8800, 0.8915, 0.8772, 0.9046,\n", - " 0.9115, 0.8452, 0.9072, 0.8338, 0.8760, 0.8025, 0.8471, 0.8479, 0.8702,\n", - " 0.8887, 0.9015, 0.8770, 0.8152, 0.8274, 0.8686, 0.8856, 0.8734, 0.8827,\n", - " 0.8624, 0.8667, 1.0798, 0.8574, 0.8574, 0.8536, 0.8143, 0.8664, 0.8699,\n", - " 0.8848, 0.9044, 0.8958, 0.8867, 0.8403, 0.8388, 0.7280, 0.8776, 0.8650,\n", - " 0.8917, 0.8439, 0.8790, 0.8855, 0.9293, 0.8918, 0.8825, 0.8737, 0.8733,\n", - " 0.8809, 0.8871, 0.8516, 0.9031, 0.9010, 0.8558, 0.8578, 0.8008, 0.8265,\n", - " 0.8581, 0.7883, 0.8722, 0.8663, 0.8950, 0.8674, 0.7346, 0.8841, 0.8589,\n", - " 0.8844, 0.8954, 0.8326, 0.8781, 0.8415, 0.8895, 0.8870, 0.8940, 0.9083,\n", - " 0.8438, 1.0917, 0.8724, 0.8556, 0.8646, 0.8731, 0.8633, 0.8533, 0.8224,\n", - " 0.8903, 0.8817, 0.8705, 0.9086, 0.8869, 0.9040, 0.7555, 0.8650, 0.8815,\n", - " 0.8697, 0.8946, 0.8637, 0.8925, 0.8932, 0.8681, 0.8810, 0.8722, 0.8853,\n", - " 0.8746, 0.8744, 0.9230, 0.9150, 1.0604, 0.8506, 0.8567, 0.8501, 0.8644,\n", - " 0.8699, 0.8800, 0.8713, 0.9208, 0.9096, 0.8693, 0.9408, 0.9105, 0.8870,\n", - " 0.8740, 0.9103, 0.9760, 0.9725, 0.8807, 0.8689, 0.8843, 0.9001, 0.8747,\n", - " 0.8677, 0.8548, 0.8812, 0.9189, 0.7870, 0.8951, 0.8897, 0.8922, 0.8975,\n", - " 0.8512, 0.8854, 0.8676, 0.8472, 0.8743, 0.8752, 0.8547, 0.8618, 0.7412,\n", - " 0.7049, 0.9082, 0.8370, 0.8679, 0.8771, 0.9037, 0.8964, 0.8493, 0.8726,\n", - " 0.7549, 0.8460, 0.7868, 0.8851, 0.8790, 0.8757, 0.9026, 0.8796, 0.8899,\n", - " 0.8756, 0.8594, 0.8724, 0.8373, 0.8850, 0.8376, 0.8972, 0.8916, 0.8598,\n", - " 0.8466, 0.8399, 0.7069, 0.8732, 0.8460, 0.8319, 0.8357, 0.8553, 0.9937,\n", - " 0.8600, 0.8696, 0.8802, 0.8661, 0.8677, 0.8712, 0.8471, 0.8556, 0.9003,\n", - " 0.8798, 0.9051, 0.8862, 0.8980, 0.8788, 0.8521, 0.8742, 0.8743, 0.8927,\n", - " 0.8652, 0.8636, 0.8504, 0.8751, 0.9021, 0.8731, 0.8291, 0.8673, 0.8596,\n", - " 0.8745, 0.8466, 0.9025, 0.8853, 0.7419, 0.8903, 0.8470, 0.8711, 0.9098,\n", - " 0.8989, 0.8839, 0.8487, 0.7519, 0.8908, 0.8716, 0.8976, 0.8090, 0.7788,\n", - " 0.9569, 0.8780, 0.9095, 0.9258, 0.8892, 0.8728, 0.8738, 0.9931, 0.9117,\n", - " 0.8326, 0.8883, 3.0383, 0.8955, 0.8431, 0.6579, 0.8460, 0.8749, 0.8827,\n", - " 0.8743, 0.8851, 0.8903, 0.8727, 0.8160, 0.8880, 0.8582, 0.8496, 0.8668,\n", - " 0.8800, 0.8741, 0.8716, 0.8636, 0.8862, 0.8570, 0.8453, 0.7637, 0.8765,\n", - " 0.9092, 0.9154, 0.8479, 0.8727, 0.8910, 0.8802, 0.8944, 0.8330, 0.9207,\n", - " 0.8388, 0.8743, 0.8705, 0.7527, 0.8793, 0.8850, 0.8554, 0.8971, 0.8970,\n", - " 0.9150, 0.8914, 0.7071, 0.8978, 0.8769, 0.8769, 0.8398, 0.8615, 0.8593,\n", - " 0.9049, 0.8634, 0.8588, 0.8543, 0.8863, 0.8961, 0.8441, 0.8862, 0.8822,\n", - " 0.8743, 0.8889, 0.8737, 0.9018, 0.8499, 0.8936, 0.8817, 0.8753, 0.8688,\n", - " 0.8786, 0.9033, 0.8709, 1.0359, 0.8741, 0.9296, 0.8707, 0.8652, 0.9132,\n", - " 0.9030, 0.8820, 0.9276, 0.8201, 0.8538, 0.8951, 0.8453, 0.9019, 0.8856,\n", - " 0.8835, 0.8494, 0.8535, 0.8944, 0.8570, 0.8299, 0.8463, 0.8819, 0.8302,\n", - " 0.8678, 0.8964, 0.8650, 0.8805, 0.8848, 0.8606, 0.8522, 0.8752, 0.8679,\n", - " 0.8756, 0.8565, 0.8585, 0.8828, 0.8826, 0.7203, 0.8612, 0.8389, 0.8992,\n", - " 0.8400, 0.8621, 0.8670, 0.8661, 0.8870, 0.8783, 0.8287, 0.8670, 0.8497,\n", - " 0.8781, 0.8675, 0.8957, 0.9021, 0.8669, 0.8564, 0.8880, 0.9112, 0.8925,\n", - " 0.8916, 0.8483, 0.7495, 0.8967, 0.8582, 0.9454, 0.8668, 0.8769, 0.8362,\n", - " 0.8806, 0.8889, 0.9496, 0.8819, 0.9039, 0.8805, 0.8657, 0.8811, 0.8257,\n", - " 0.8968, 0.8804, 0.7095, 0.8947, 0.9067, 0.8785, 0.9086, 0.8621, 0.8231,\n", - " 0.8428, 0.8365, 0.9436, 0.8376, 0.8986, 0.8789, 0.8325, 0.8593, 0.8737,\n", - " 0.8727, 0.8755, 0.8641, 0.8786, 0.9110, 0.7589, 0.8682, 0.8548, 0.8932,\n", - " 0.8434, 0.8995, 0.8655, 0.8770, 0.8926, 0.8747, 0.9220, 0.8834, 0.9099,\n", - " 0.8808, 0.8229, 0.8844, 0.8720, 0.8257, 0.8417, 0.8930, 0.8400, 0.8874,\n", - " 0.8408, 0.9101, 0.8831, 0.8718, 0.8825, 0.8943, 0.8169, 0.8273, 0.9048,\n", - " 0.8722, 0.8852, 0.8846, 0.8854, 0.7490, 0.9094, 0.8573, 0.8881, 0.8623,\n", - " 0.9092, 0.8659, 0.9031, 0.8662, 0.8588, 0.8770, 0.8766, 0.6566, 0.8561,\n", - " 0.8803, 0.8798, 0.8539, 0.9044, 0.8693, 0.9020, 0.8640, 0.8431, 0.9360,\n", - " 0.8497, 0.7791, 0.8855, 0.8697, 0.8750, 0.8769, 0.8846, 0.8830, 0.8790,\n", - " 0.8685, 0.8878, 0.8708, 0.8790, 0.9061, 0.8992, 0.8510, 0.8605, 0.8761,\n", - " 0.8895, 0.8947, 0.8645, 0.8753, 0.8856, 0.8985, 0.8651, 0.8690, 0.8614,\n", - " 0.8931, 0.8423, 0.8759, 0.8807, 0.8827, 0.8694, 0.8215, 0.9007, 0.8775,\n", - " 0.8741, 0.7361, 0.8882, 0.8782, 0.8545, 0.8704, 0.8952, 0.8668, 0.8672,\n", - " 0.8667, 0.9665, 0.9072, 0.8762, 0.8644, 0.8921, 0.8450, 0.8907, 0.8804,\n", - " 0.8739, 0.8608, 0.8899, 0.8759, 0.8757, 0.8805, 0.8779, 0.8972, 0.8945,\n", - " 0.8619, 0.8765, 0.8890, 0.9112, 0.8811, 0.8865, 0.8809, 0.8834, 0.8573,\n", - " 0.8790, 0.8587, 0.6600, 0.8658, 0.8462, 0.8842, 0.8908, 0.8820, 0.8576,\n", - " 0.8618, 0.8738, 0.8774, 0.8892, 0.8675, 0.9095, 0.8516, 0.8734, 0.8959,\n", - " 0.8197, 0.8367, 0.8976, 0.8817, 0.9009, 0.8700, 0.8846, 0.8726, 0.8486,\n", - " 0.9044, 0.8818, 0.8559, 0.8726, 0.8339, 0.8766, 0.8422, 0.8851, 0.8682,\n", - " 0.8279, 0.8971, 0.8927, 0.8435, 0.8766, 0.8792, 0.8303, 0.8394, 0.8484,\n", - " 0.8802, 0.8847, 0.8288, 0.8859, 0.8986, 0.8915, 0.9146, 0.8777, 0.8582,\n", - " 0.8972, 0.8678, 0.8685, 0.8881, 0.7163, 0.8882, 0.8548, 0.8665, 0.8853,\n", - " 0.8779, 0.9138, 0.9125, 0.8994, 0.8849, 0.8916, 0.9030, 0.8858, 0.8693,\n", - " 0.8935, 0.9037, 0.8489, 0.8992, 0.9089, 0.8992, 0.8993, 0.8799, 0.8711,\n", - " 0.8864, 0.8963, 0.9132, 0.8829, 0.8416, 0.8520, 0.7368, 0.9049, 0.9152,\n", - " 0.9001, 0.8779, 0.9102, 0.8462, 0.8698, 0.8841, 0.8854, 0.8867, 0.8229,\n", - " 0.8988, 0.8276, 0.8651, 0.8802, 0.9173, 0.8561, 0.8637, 0.8870, 0.8718,\n", - " 0.8797, 0.8875, 0.8833, 0.8404, 0.8861, 0.8885, 0.8804, 0.8488, 0.8835,\n", - " 0.8829, 0.9060, 0.9203, 0.8629, 0.9053, 0.9156, 0.8822, 0.8900, 0.8860,\n", - " 0.9076, 0.8396, 0.8681, 0.8855, 0.9169, 0.8775, 0.8476, 0.8902, 0.8488,\n", - " 0.8590, 0.8831, 0.8787, 0.8912, 0.9026, 0.8696, 0.9109, 0.8676, 0.8377,\n", - " 0.9469, 0.8678, 0.8483, 0.8307, 0.8614, 0.8810, 0.8502, 0.8771, 0.8735,\n", - " 0.8648, 0.8613, 0.8930], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 8.5837e-02, 1.4200e-01, -8.5664e-02, -1.8797e-01, 2.1057e-01,\n", - " -2.4416e-01, 2.7290e-01, 1.6495e-01, 3.2365e-02, 1.0971e-01,\n", - " -2.0775e-02, 2.4005e-01, -1.8267e-01, 3.0327e-01, -5.4403e-03,\n", - " -1.4303e-02, -1.1269e-01, -2.9029e-01, -5.4553e-02, 5.1764e-01,\n", - " 2.0928e-01, -3.6854e-01, 2.0008e-01, 1.0004e-01, -1.7577e-01,\n", - " 2.2374e-01, 1.1766e-01, -1.7958e-01, -1.9987e-01, 9.8001e-02,\n", - " -3.8966e-02, 3.9075e-02, 2.0839e-01, -1.9816e-01, 1.2072e-01,\n", - " -7.4523e-02, -1.4145e-01, 6.9318e-02, 1.2679e-01, -3.1750e-01,\n", - " 2.4117e-02, -1.8195e-01, -1.6364e-02, 1.1730e-01, -1.0515e-01,\n", - " -1.9714e-01, -6.0606e-02, -7.0980e-02, 9.4621e-02, -1.6172e-02,\n", - " -4.1445e-01, 8.4047e-02, 4.2278e-01, -4.3997e-01, 1.0947e-01,\n", - " -3.1991e-01, -7.4993e-02, -3.2303e-01, 4.3473e-02, -2.5488e-01,\n", - " -9.3522e-02, -1.4271e-02, -4.9369e-01, -4.2574e-01, -7.1936e-02,\n", - " 6.1253e-02, -5.8429e-02, -4.6612e-02, 2.2238e-02, -9.4320e-02,\n", - " -6.3199e-02, 3.6283e-02, -3.6720e-01, -3.0245e-01, 2.2521e-01,\n", - " 1.2977e-01, 3.2817e-02, 2.3162e-01, 4.3562e-02, 2.6053e-02,\n", - " 1.0522e-02, 4.9938e-02, 5.2837e-02, 8.1291e-02, 6.1032e-02,\n", - " 1.4802e-02, -1.8582e-01, 1.3861e-01, 3.3469e-02, 8.8703e-02,\n", - " -3.1411e-02, -8.8899e-02, 5.4395e-01, -1.4193e-01, 8.8956e-02,\n", - " -4.8855e-02, 2.6914e-01, -1.9660e-01, 2.1199e-02, -3.1289e-02,\n", - " -3.5979e-02, 1.5278e-01, -4.0404e-02, -7.4327e-02, 1.2858e-01,\n", - " 4.0334e-02, -2.9333e-01, 3.4560e-02, 1.1060e-01, 1.5179e-03,\n", - " 1.2504e-02, 1.8766e-02, -4.7775e-01, -2.5696e-01, -5.2442e-02,\n", - " -2.0316e-02, 9.2689e-02, 1.2319e-01, 2.3511e-02, 1.0320e-01,\n", - " -2.2639e-01, -1.2759e+00, -1.5359e-01, 1.0497e-01, 7.1435e-02,\n", - " -8.2181e-02, -1.1539e-01, 7.8514e-02, 1.2399e-01, 3.0569e-03,\n", - " -1.9764e-02, 1.8016e-01, -7.9376e-02, 4.6436e-02, -5.3625e-02,\n", - " -1.6864e-01, -2.2689e-01, -1.7785e-01, -2.5519e-01, -4.1561e-01,\n", - " -5.1113e-02, -4.5124e-03, 1.4976e-02, 1.8270e-02, 6.0275e-03,\n", - " -9.6517e-01, -7.0321e-02, -1.1285e-01, 7.5535e-02, 8.7690e-02,\n", - " 1.1125e-01, 8.0380e-02, -1.2796e-01, 8.2928e-02, 4.7012e-02,\n", - " 7.2278e-02, 2.7569e-01, 2.6086e-01, 1.8015e-01, 4.6072e-02,\n", - " -1.0445e-02, 3.1879e-03, -5.1754e-02, 6.5119e-02, 1.4766e-02,\n", - " 6.7017e-02, 1.3209e-03, -3.0013e-01, -9.7466e-01, 8.9708e-03,\n", - " -7.5214e-02, 9.7904e-02, 4.2524e-02, 3.5628e-01, 1.6467e-01,\n", - " 4.6966e-01, -3.6066e-02, 5.2178e-02, 3.6662e-02, 1.4243e-02,\n", - " -5.2950e-02, -5.3561e-02, 7.4746e-02, 2.3693e-01, 1.2329e-01,\n", - " 9.0140e-02, 2.9616e-01, 2.3798e-01, 1.0830e-01, -8.2987e-02,\n", - " -1.9990e-01, -2.6593e-01, 3.6729e-01, -7.5275e-02, -8.3015e-02,\n", - " 5.6904e-02, -7.4600e-02, 7.8693e-02, -2.8709e-02, -2.1914e-02,\n", - " -1.2160e-01, 2.1840e-01, 7.4711e-02, 2.7897e-01, 2.3845e-02,\n", - " 7.2931e-02, 1.8909e-01, -5.3926e-02, 5.9777e-03, -2.7527e-02,\n", - " 1.0153e-01, -1.1936e-01, 1.9166e-01, 7.1722e-02, -5.1855e-02,\n", - " -1.2120e-01, -4.0607e-01, -5.1932e-02, 1.6313e-01, 2.5084e-02,\n", - " -6.7911e-02, 2.6443e-01, 1.9162e-01, -1.9408e-01, 1.0773e-01,\n", - " 1.5768e-02, -2.0234e-02, -9.5764e-03, -3.8908e-02, -1.1116e-02,\n", - " 1.7622e-01, -4.0152e-02, 2.2360e-01, -4.6216e-02, 5.9286e-02,\n", - " 1.3976e-01, 4.2180e-02, 2.6758e-02, -4.7266e-02, -5.4953e-02,\n", - " -1.7332e-01, 4.7147e-02, 4.2273e-02, 7.3690e-02, 8.7856e-02,\n", - " -1.6135e-01, -2.0652e-01, -2.0493e-02, -2.9228e-02, -3.5709e-01,\n", - " 1.2682e-01, 2.7217e-01, -6.2599e-02, -8.6119e-02, -6.3243e-02,\n", - " -1.5008e-01, -1.6937e-01, -2.0133e-01, -1.2466e-03, 5.3692e-03,\n", - " 1.6784e-01, -8.3860e-02, 2.1513e-01, 8.9194e-02, 2.9874e-01,\n", - " 1.2635e-01, -3.6667e-02, 6.4175e-02, 1.0769e-01, 1.3463e-02,\n", - " 1.0019e-01, 9.3421e-03, -3.8965e-02, -1.0163e-01, -2.0176e-01,\n", - " -3.5802e-02, -3.6974e-02, -2.0047e-01, -1.2517e-01, -5.9417e-02,\n", - " 6.5727e-02, 1.0573e-01, -1.0305e-02, -1.2041e-01, -1.3971e-01,\n", - " -8.1471e-02, 1.0920e-01, 2.2179e-01, 2.4759e-01, 3.9482e-02,\n", - " 5.2953e-02, 1.4425e-02, -1.4783e-01, -1.7511e-02, 1.3223e-01,\n", - " -1.1093e-02, -3.2532e-01, 4.4576e-01, -6.7037e-02, -1.2040e-01,\n", - " 7.4323e-02, -1.9547e-01, -5.8757e-02, 1.2348e-01, 2.6547e-01,\n", - " 2.1292e-01, -1.3931e-01, -1.5638e-01, -2.4629e+00, -1.2759e-01,\n", - " 1.2892e-02, 2.4209e-01, -7.5945e-02, -1.1335e-01, 1.8653e-02,\n", - " -4.0490e-02, 7.8240e-02, 5.0317e-02, -6.1830e-02, 2.7452e-01,\n", - " -5.3724e-02, -6.3063e-02, 3.9417e-03, -7.3492e-02, 2.0477e-02,\n", - " 1.3990e-01, 2.9270e-02, -1.8136e-02, -6.5834e-02, 3.6823e-02,\n", - " -2.2458e-01, -3.9937e-01, -8.8788e-02, 1.8374e-01, -5.4395e-02,\n", - " -4.3962e-02, -6.8120e-03, -3.0401e-02, 1.0252e-01, 2.8407e-01,\n", - " -1.1808e-01, 1.8507e-01, -7.1884e-02, 6.2409e-02, -2.6125e-01,\n", - " 3.2840e-01, 4.9374e-02, -2.1945e-01, -6.6897e-02, -3.8845e-01,\n", - " -8.4390e-02, 2.7234e-01, -6.6010e-02, -7.7096e-02, -5.8041e-02,\n", - " -2.0223e-01, -1.2828e-01, -7.9008e-02, -1.5027e-01, -1.3035e-02,\n", - " 1.4925e-01, -9.5348e-02, -9.9232e-02, 5.0893e-02, -7.3293e-02,\n", - " -8.9028e-02, -7.7623e-02, -1.7390e-02, 1.8698e-03, 5.4975e-02,\n", - " -2.3773e-01, 4.7328e-02, 1.0715e-01, 8.9251e-02, -2.6932e-01,\n", - " -2.0014e-02, -1.0062e-02, -8.6682e-02, -4.0788e-02, -1.3710e-02,\n", - " -5.7753e-02, -3.9650e-01, 1.5819e-01, -3.1740e-01, 2.7811e-02,\n", - " -3.9947e-02, -2.6995e-01, 1.3130e-01, 1.8187e-02, -1.4568e-01,\n", - " -1.3657e-01, -6.2021e-02, 2.0700e-01, -2.8883e-02, 8.0085e-02,\n", - " 5.6116e-02, -1.1029e-01, -1.3365e-01, 1.6706e-02, 2.6342e-02,\n", - " 1.5214e-02, 1.5118e-02, -7.6433e-02, -1.7251e-01, 9.2939e-02,\n", - " -2.0556e-01, 1.2255e-01, -2.6475e-02, 2.0642e-02, -5.4825e-02,\n", - " -2.3549e-01, -9.6248e-02, 8.8796e-02, 1.3571e-01, -5.1882e-02,\n", - " -1.1737e-01, 5.9750e-02, 1.2839e-01, 5.5852e-02, 2.9574e-02,\n", - " -9.7698e-02, -2.4356e-01, 1.6191e-01, -6.4947e-02, -1.0726e-01,\n", - " 2.6032e-02, 8.9355e-03, -2.0000e-02, -8.4955e-02, -1.4515e-04,\n", - " 1.3922e-01, 8.5789e-03, -7.3263e-02, -6.0833e-02, 6.2368e-02,\n", - " 2.0408e-01, -2.1904e-01, -7.8874e-02, -1.2200e-01, -2.4105e-01,\n", - " 1.2296e-01, -2.0439e-02, -9.1131e-02, -4.3783e-01, 5.1286e-02,\n", - " 7.4276e-02, -2.4120e-01, 1.6334e-02, 4.7109e-02, -1.6143e-01,\n", - " -1.3797e-01, 8.6905e-02, 2.4781e-01, -2.2786e-01, 1.2199e-01,\n", - " 1.8875e-02, -1.9502e-03, 6.8838e-02, -9.5184e-02, -1.3612e-01,\n", - " 1.3390e-01, -6.2416e-02, 1.3856e-02, 2.5924e-01, 1.5965e-01,\n", - " -2.6366e-01, -3.0607e-01, 1.0746e-01, 2.4046e-02, 8.5776e-02,\n", - " 5.1739e-02, -6.6908e-02, -6.9206e-02, -2.0922e-02, 3.8374e-03,\n", - " 5.9248e-02, -1.9416e-01, -3.8006e-02, -1.5806e-01, -1.1823e-01,\n", - " -9.7198e-02, 1.1794e-01, 1.8018e-03, -5.3643e-02, 1.3244e-02,\n", - " 1.0492e-01, 1.9306e-02, 2.8919e-01, -2.6281e-01, -4.7742e-02,\n", - " 2.0474e-02, -1.3288e-01, 1.4810e-01, -8.4401e-02, -2.7600e-01,\n", - " -2.3292e-01, -7.0531e-01, -1.2917e-02, -7.5083e-02, 2.8812e-02,\n", - " -6.4849e-02, 6.9450e-02, 3.1924e-02, 5.8179e-02, 1.5103e-01,\n", - " -1.4970e-01, 9.6338e-02, -7.9897e-02, -2.4238e-01, 8.4571e-02,\n", - " 4.6926e-02, -1.1364e-01, 2.2739e-01, 7.4617e-02, -2.4072e-01,\n", - " 1.9932e-01, -2.0840e-01, -1.0476e-01, -2.7133e-01, -3.1582e-02,\n", - " -2.7995e-03, 1.0618e-01, 6.9327e-02, -9.4563e-02, -2.5350e-01,\n", - " -1.1224e-01, 3.9563e-02, 1.4343e-02, 1.0703e-02, -7.9517e-02,\n", - " -7.7046e-02, 1.8960e-04, 1.1763e-01, -1.5931e-01, -2.5760e-02,\n", - " -1.8895e-01, -1.6665e-01, 1.1495e-01, 9.3534e-02, -3.2218e-01,\n", - " 1.5994e-01, -8.0288e-01, -1.7235e-01, 1.9614e-01, 2.6550e-02,\n", - " -6.7360e-01, -2.2312e-01, -2.4769e-01, 2.3946e-01, 1.5088e-01,\n", - " -4.2992e-02, -1.4882e-01, 4.0992e-02, 1.2863e-01, 1.0113e-01,\n", - " -3.9589e-02, -4.1158e-02, 2.4886e-01, 1.3087e-01, -1.3462e-01,\n", - " -1.0839e-01, -3.0102e-01, -1.8166e-01, -7.0880e-02, -3.1970e-02,\n", - " -3.4201e-02, 7.5160e-04, -7.3670e-02, -4.2427e-02, -5.8652e-02,\n", - " 2.3111e-01, 7.8396e-02, -2.7461e-02, -9.0169e-02, -3.7658e-02,\n", - " -2.5310e-02, -1.7875e-02, -2.6136e-01, 2.4332e-02, -7.5451e-03,\n", - " -1.2623e-01, -1.7213e-01, 2.2759e-01, -6.5000e-02, 2.7191e-02,\n", - " 1.8052e-02, 4.1366e-01, 5.0379e-02, -4.5965e-02, -6.5131e-02,\n", - " 7.9861e-02, -3.3580e-02, 2.6935e-02, -6.4742e-02, 8.9402e-02,\n", - " -4.2739e-02, 8.9612e-02, -4.6635e-02, 1.2795e-01, -2.4737e-02,\n", - " 1.3799e-01, 1.4913e-01, -1.5174e-01, 4.9751e-02, -1.5048e-03,\n", - " 2.9210e-01, 3.2564e-02, 3.1519e-01, 2.4737e-02, -5.9259e-02,\n", - " -3.3368e-02, 5.9252e-02, -4.9013e-02, -4.9689e-02, -1.2974e-01,\n", - " 1.6995e-02, 6.2272e-02, -7.2129e-02, 1.1067e-01, 1.7617e-01,\n", - " 1.3362e-01, -1.1290e-01, -2.6263e-02, 5.8156e-03, -7.3941e-02,\n", - " 8.7596e-02, 2.8825e-01, -2.1539e-01, -3.9005e-02, 7.2810e-02,\n", - " 4.4566e-02, 6.8019e-02, -2.0573e-01, 1.6230e-01, 8.7474e-02,\n", - " -7.4973e-02, 4.3945e-02, 1.0579e-01, -6.0179e-02, 3.4313e-01,\n", - " -2.1877e-01, 4.3219e-02, 1.3212e-01, -1.1729e-01, -5.7323e-02,\n", - " 5.7660e-02, 2.0610e-01, -1.0786e-01, -3.9089e-02, 1.5406e-01,\n", - " 2.6961e-02, 4.3425e-02, -5.1698e-02, 9.1930e-02, -8.1683e-01,\n", - " -7.3213e-02, -2.1459e-01, -1.0263e-01, -1.3105e-02, 8.6215e-02,\n", - " 1.1604e-01, -1.4322e-01, 9.3040e-02, -6.3341e-02, -2.1220e-03,\n", - " -1.0719e-01, -4.3711e-02, -1.7138e-01, 1.4525e-02, 1.8926e-02,\n", - " -2.4502e-01, 1.3946e-01, -1.1428e-02, -1.3872e-01, 1.7052e-02,\n", - " -1.0297e-01, 4.6580e-01, 1.9646e-01, 1.4460e-01, -1.0840e-01,\n", - " -3.1653e-03, -3.9201e-02, 2.8856e-01, -8.0229e-02, -1.1469e-02,\n", - " -1.2297e-01, 1.0523e-01, -1.8942e-01, -1.3458e-01, 6.0276e-02,\n", - " 1.3952e-01, 1.2275e-01, 5.8178e-02, 1.1007e-01, -1.0605e-01,\n", - " 3.0518e-01, -1.8426e-01, -9.7014e-02, -5.8405e-02, -1.8248e-01,\n", - " 1.1566e-01, -1.0691e-01, -3.0140e-01, 1.6488e-01, -8.2017e-02,\n", - " 7.4420e-03, 1.9995e-01, 2.2853e-02, 1.2944e-01, 2.2457e-02,\n", - " -2.5948e-02, 2.4372e-01, -1.1012e-01, 7.1336e-02, -2.0806e-01,\n", - " 1.8529e-01, -1.0258e-01, 5.1174e-02, 2.1166e-02, -7.3214e-02,\n", - " -1.6878e-01, -1.2947e-01, 2.8269e-02, 1.8373e-02, 1.7840e-01,\n", - " 1.1727e-02, -5.0973e-02, -5.2247e-02, -1.7691e-01, 9.7303e-02,\n", - " -1.0208e-01, 1.9775e-01, 4.2992e-02, 1.1434e-01, 2.2850e-01,\n", - " 1.2486e-02, 1.0060e-01, -7.9221e-03, -2.1274e-01, 1.2765e-02,\n", - " 3.5673e-02, -2.1904e-02, 1.7778e-01, -3.4326e-02, 9.2271e-02,\n", - " 1.4573e-01, -9.1294e-02, -7.1086e-02, 5.3185e-02, -3.3967e-02,\n", - " 1.0409e-01, -2.6777e-01, -1.9378e-01, 3.0135e-01, -1.1028e-01,\n", - " 6.1252e-02, -4.5051e-01, 1.1792e-01, 5.3902e-02, 1.8740e-02,\n", - " 1.1801e-02, 1.5212e-01, -3.0846e-02, -1.9900e-01, -6.8238e-02,\n", - " 2.4995e-02, 1.0393e-02, 8.0497e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1520, -0.1045, -0.0844, ..., -0.0985, -0.0865, -0.1239],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.5147e-02, 9.8690e-02, -2.7811e-02, 3.7495e-02, 1.0865e-02,\n", - " 2.0664e-02, -6.0985e-02, 1.0830e-01, -2.2625e-02, 1.0681e-01,\n", - " 4.2455e-02, -1.2141e-03, 2.1135e-02, -2.7461e-02, -6.1506e-02,\n", - " 1.5592e-02, 1.4410e-01, -5.4875e-02, -1.9507e-02, -9.3003e-03,\n", - " 2.8029e-03, -5.4310e-02, -4.3565e-02, -5.9388e-02, -5.7008e-02,\n", - " 4.8928e-02, -8.3572e-02, 6.5716e-02, -8.6489e-02, -3.8836e-02,\n", - " -6.4295e-03, -1.4237e-02, -1.4229e-02, 2.1929e-02, -6.0592e-02,\n", - " 3.4592e-02, 1.5119e-02, -2.0976e-02, 2.0305e-02, -4.7995e-02,\n", - " -3.1722e-02, -6.5201e-04, -1.7062e-02, 1.8007e-02, -2.1631e-02,\n", - " -2.9115e-02, 3.5388e-02, 1.2118e-01, 9.8816e-03, -4.1745e-02,\n", - " -5.7558e-02, -4.7632e-02, 5.3555e-02, 2.1271e-02, 6.8383e-03,\n", - " 1.8357e-02, -5.2146e-03, -7.0953e-02, 2.6675e-02, 7.7883e-03,\n", - " 1.8818e-02, 5.5551e-02, -1.0117e-01, -4.1075e-02, 6.8018e-04,\n", - " 9.6989e-02, -1.1980e-01, -3.4725e-02, -5.1831e-03, 6.7932e-02,\n", - " -8.3669e-02, 5.1479e-02, -3.0973e-02, -2.8927e-02, 4.7633e-02,\n", - " -4.1557e-02, 6.5288e-02, 7.4529e-02, -4.4608e-02, 1.1400e-01,\n", - " 3.9794e-02, -2.3161e-02, 5.8959e-02, 2.4196e-02, 1.5235e-02,\n", - " -1.0718e-01, -7.2473e-02, 1.5373e-02, 7.5367e-03, 5.1601e-02,\n", - " -4.2295e-02, -8.2561e-02, -3.0799e-02, -5.1881e-02, 9.0202e-02,\n", - " -6.7456e-02, 2.3595e-01, 4.7756e-02, 5.4253e-02, -4.7910e-02,\n", - " 1.5289e-02, 7.0312e-02, -2.1237e-02, 2.8480e-02, 1.2139e-01,\n", - " 1.3898e-01, 1.5028e-02, 1.9977e-02, -3.2621e-02, -1.1958e-01,\n", - " -5.9199e-03, -3.8468e-02, -7.5435e-04, 3.3819e-02, -6.4907e-02,\n", - " 1.2111e-02, 1.0347e-02, 2.2832e-02, -2.8899e-02, -1.5539e-02,\n", - " -3.5260e-02, 1.9693e-01, -8.2346e-02, -1.7144e-02, 6.5284e-02,\n", - " -8.8436e-02, -2.4163e-02, -5.6741e-05, -1.6018e-02, 5.9056e-02,\n", - " -3.7241e-02, -8.1286e-02, 1.5091e-01, -3.4383e-02, 3.2126e-02,\n", - " 2.9163e-03, 1.6790e-02, -3.3508e-03, 3.3806e-02, 1.4642e-01,\n", - " 4.8587e-02, 3.7187e-02, 8.2167e-02, 3.3817e-02, -2.7545e-02,\n", - " -7.0888e-02, 9.4873e-02, 5.3925e-02, -8.4325e-02, 9.0692e-02,\n", - " -3.3404e-02, 4.0554e-02, -8.8271e-02, 5.1521e-02, -3.6838e-02,\n", - " -9.4290e-02, 4.6054e-02, -5.9426e-02, 2.9546e-02, -1.7048e-02,\n", - " 6.4844e-02, -4.3274e-02, -1.2904e-02, 7.0496e-02, 2.1265e-02,\n", - " 9.4858e-02, 4.3999e-02, -6.7119e-02, 1.4299e-01, 4.8349e-02,\n", - " 6.8913e-02, 8.7081e-02, -2.2958e-02, 1.0551e-02, 4.0072e-02,\n", - " -1.4964e-02, 1.8303e-02, -5.3604e-02, -6.6110e-02, -3.5867e-02,\n", - " 3.5729e-02, -8.4232e-03, -5.2117e-02, -1.8419e-02, -7.1358e-03,\n", - " 3.9683e-02, -5.4369e-02, 7.5218e-02, 2.5163e-03, -2.5681e-02,\n", - " -4.3987e-02, 5.6275e-03, -1.1959e-02, -3.4432e-02, 3.9230e-02,\n", - " 3.5519e-02, 2.3377e-03, 8.8199e-02, -2.0867e-02, -3.3751e-02,\n", - " -6.2849e-03, 3.3701e-02, -1.3026e-02, -2.2537e-02, 5.3174e-02,\n", - " -1.6652e-02, 2.8606e-02, -7.8563e-02, 9.4154e-03, 9.4129e-02,\n", - " 7.9171e-02, -1.3691e-02, -7.3754e-04, -1.7955e-02, 6.4761e-02,\n", - " 5.6261e-02, -1.1374e-01, 2.7207e-02, 3.7104e-02, -6.6450e-02,\n", - " 4.0136e-02, 2.4091e-03, -3.4675e-02, -7.0080e-03, 1.3232e-01,\n", - " 9.2005e-03, 4.0026e-02, 9.4278e-02, -1.3739e-02, -3.6347e-02,\n", - " 2.3211e-03, -1.1591e-02, 5.5970e-02, 4.7924e-02, -2.1392e-02,\n", - " 3.2199e-03, -1.3461e-02, 8.1267e-02, -1.1773e-01, 4.1035e-02,\n", - " 3.6927e-02, -7.1679e-02, -4.4939e-02, -7.9081e-02, -6.6731e-02,\n", - " -1.6357e-01, -1.1021e-01, -5.0804e-03, 8.5834e-03, -6.9250e-02,\n", - " 3.1904e-02, 3.9067e-02, -7.6089e-02, 8.3812e-02, 2.9952e-02,\n", - " -5.3052e-02, -1.1078e-01, 5.6290e-02, -3.8559e-03, 6.1433e-02,\n", - " -2.3049e-03, -5.4205e-02, 9.9625e-02, 7.1504e-02, 3.6927e-02,\n", - " -6.3635e-03, 1.6120e-02, 1.3956e-02, 1.0301e-01, 4.5212e-02,\n", - " 5.8588e-02, -5.8371e-02, -2.4430e-02, 1.1803e-01, 2.2917e-02,\n", - " -2.3167e-02, -1.2758e-01, 5.8396e-02, 5.4007e-02, 4.3561e-02,\n", - " 1.0081e-02, -2.6118e-02, 2.7264e-03, -2.1312e-01, -1.0994e-03,\n", - " 1.6239e-02, -1.2344e-02, 3.2499e-02, 4.6699e-03, 8.3077e-02,\n", - " -4.4066e-02, 8.1751e-02, -3.1798e-02, -3.0498e-02, 5.8318e-02,\n", - " -5.1220e-02, 2.3323e-02, 2.8082e-02, 4.5563e-02, -3.1732e-03,\n", - " -4.6268e-03, 4.6829e-02, 5.2714e-02, 3.9602e-02, -2.0541e-02,\n", - " 2.2803e-02, -1.0377e-01, 4.5162e-02, -3.0561e-01, 4.8789e-03,\n", - " -5.1718e-02, 8.5535e-02, -1.5662e-02, 9.3775e-02, -5.8762e-02,\n", - " 1.0318e-01, 2.3753e-02, -1.7079e-02, -7.4925e-02, 9.1953e-02,\n", - " -9.3307e-04, -2.6473e-02, 1.6847e-02, -8.0017e-02, 5.2953e-02,\n", - " -5.3356e-02, -4.1152e-02, 5.5162e-03, -1.6526e-02, 4.6136e-02,\n", - " 8.6385e-02, -2.8869e-01, -3.5254e-02, 3.1764e-02, -3.9921e-02,\n", - " -4.6053e-02, -4.5202e-02, -4.8631e-02, 1.3964e-02, 9.5214e-03,\n", - " -2.6438e-02, -9.5878e-02, -5.5118e-02, 8.3332e-02, -2.5361e-02,\n", - " 2.6542e-01, -2.7410e-02, -2.4284e-02, 1.9299e-01, 5.6945e-02,\n", - " -4.7916e-02, -3.0415e-03, -5.1627e-02, -9.3551e-02, 4.3887e-02,\n", - " 3.6444e-02, -6.7664e-03, 1.3395e-02, -1.0801e-02, -6.4082e-03,\n", - " 4.0127e-02, -8.3271e-03, 2.4473e-03, 1.6666e-02, 4.7298e-02,\n", - " 2.9203e-03, -1.1909e-01, -2.7944e-03, 4.6872e-02, -1.0992e-01,\n", - " -5.2446e-02, 6.6884e-02, -7.8075e-03, 6.4011e-02, 2.8143e-02,\n", - " -2.0027e-02, -4.2990e-02, -6.2279e-02, -9.6021e-03, 2.9130e-02,\n", - " 1.4106e-02, -1.8464e-02, -3.7351e-02, -3.2721e-02, 8.0585e-02,\n", - " 4.1986e-02, -9.7029e-03, 1.8811e-02, -6.0730e-02, -2.0696e-02,\n", - " -1.3783e-03, -4.1587e-02, 5.2928e-02, -9.3780e-02, 6.6866e-02,\n", - " -1.9100e-03, -3.7634e-02, -9.7817e-02, 6.7012e-02, 3.5469e-02,\n", - " -4.2988e-02, 9.0980e-02, -6.4188e-02, -5.4262e-02, -6.3600e-02,\n", - " -7.3079e-02, 1.0075e-02, -6.4328e-02, -6.5238e-02, -5.5821e-03,\n", - " -2.7449e-02, 5.2490e-02, -1.4543e-02, 6.5506e-02, -1.4968e-02,\n", - " -2.9325e-03, -2.5593e-02, 3.0151e-02, 5.1621e-02, -2.2707e-04,\n", - " 5.2259e-02, -1.4086e-01, 1.9261e-02, 9.4989e-02, 2.8573e-02,\n", - " 4.4129e-02, -5.1282e-02, 4.6283e-02, -2.9680e-02, 5.5248e-02,\n", - " 1.2542e-02, 1.5806e-02, -3.7797e-02, -7.4205e-02, -1.0529e-01,\n", - " -7.0192e-03, -9.0734e-02, -7.6813e-02, -2.5712e-02, -4.5386e-02,\n", - " -1.1575e-01, 2.2975e-02, 9.2991e-02, -3.9014e-03, 7.3966e-02,\n", - " 4.9155e-02, 6.1831e-02, 7.6838e-02, 1.4101e-02, -1.1899e-01,\n", - " -5.8508e-02, -3.0592e-02, 4.6106e-02, -7.7167e-03, -2.2412e-02,\n", - " 8.2632e-02, -2.5365e-02, 5.5135e-02, -9.6367e-02, -2.3450e-02,\n", - " -3.3605e-02, -1.5639e-01, -4.5004e-02, -1.6786e-02, -8.0004e-03,\n", - " 3.3958e-02, -2.2277e-02, -1.1792e-01, -1.2032e-01, 6.9041e-02,\n", - " -4.2215e-02, -4.3244e-02, -1.2836e-02, -9.5257e-03, -6.3226e-02,\n", - " -5.8266e-02, -3.2097e-02, -5.3470e-02, -2.9582e-02, 2.6568e-02,\n", - " 6.1889e-02, -2.1054e-02, -1.0265e-01, -7.4326e-02, -7.7057e-02,\n", - " -3.0342e-02, 6.9623e-02, -5.0036e-02, -6.9077e-02, 3.2591e-02,\n", - " -2.7729e-02, 2.8140e-02, 6.0840e-03, 9.5398e-02, -5.3075e-02,\n", - " -8.0678e-02, -6.2617e-02, -3.4285e-02, 4.5062e-02, 1.2543e-02,\n", - " -2.7052e-02, -3.2941e-03, -1.3508e-02, -1.1017e-02, 4.3846e-02,\n", - " -2.3857e-02, -1.9643e-02, -2.2141e-02, -1.5227e-01, 3.1622e-02,\n", - " -5.0291e-03, -3.0444e-02, 3.0183e-02, 6.7382e-04, -3.9359e-02,\n", - " 5.5783e-02, -1.2769e-01, 9.3040e-02, -2.2186e-02, -1.8489e-02,\n", - " 8.2939e-02, 1.5802e-02, 3.6551e-03, 1.1720e-01, -5.1668e-02,\n", - " 1.3725e-02, -6.2138e-02, -4.2521e-02, -2.7521e-02, 5.6619e-02,\n", - " -3.2035e-02, -2.9538e-02, 2.8562e-02, -2.9445e-02, -2.8972e-02,\n", - " -1.9813e-03, 2.8628e-03, 3.4906e-02, -6.2828e-02, -4.5000e-02,\n", - " -8.0888e-02, 1.0305e-01, -1.7869e-02, 3.3717e-02, -6.3621e-02,\n", - " -4.1462e-02, 3.8008e-02, -1.5456e-02, -5.1488e-04, 4.2673e-02,\n", - " -2.0673e-02, -5.0607e-02, -1.3873e-02, -1.3957e-02, -3.8626e-03,\n", - " -4.0950e-03, -6.2282e-02, -1.6047e-02, -3.4733e-02, -7.0577e-03,\n", - " 1.2088e-02, 5.3514e-02, -7.5803e-03, -4.0879e-03, -1.6623e-02,\n", - " -5.8865e-03, 2.5732e-02, 2.2060e-02, -1.2234e-02, 7.2491e-02,\n", - " 7.4493e-02, 6.4483e-02, 8.9644e-03, -5.8134e-02, 2.2834e-03,\n", - " -1.2212e-02, 1.0422e-02, -1.4356e-01, 1.5538e-02, 4.6918e-02,\n", - " -1.6751e-01, 3.8309e-02, 9.6846e-02, -7.0495e-02, -2.7973e-02,\n", - " -5.4691e-02, 3.5491e-02, 3.4475e-02, -2.2511e-03, 7.5286e-02,\n", - " -3.3780e-02, -7.4034e-03, 1.1208e-02, 5.5229e-02, 6.8814e-03,\n", - " -6.8289e-02, -2.9265e-02, 8.9548e-03, 1.2815e-02, -6.3196e-02,\n", - " 1.6458e-02, 4.4384e-02, -2.8280e-02, 4.2517e-02, 4.4333e-02,\n", - " -1.9762e-02, -3.4241e-02, 1.2632e-01, -2.4538e-03, -1.8655e-02,\n", - " -2.4973e-02, -9.0070e-03, 3.5641e-02, -7.0507e-02, -1.5381e-01,\n", - " 4.8579e-02, -6.3171e-02, 3.7194e-02, -2.2801e-02, -2.1942e-02,\n", - " 9.0891e-02, 1.0309e-01, -4.1102e-02, 9.3044e-03, -3.9117e-02,\n", - " 1.5139e-01, 8.4756e-02, 6.6901e-03, 1.9204e-02, 3.0728e-02,\n", - " 1.1307e-01, -6.5623e-02, 4.8121e-03, 5.4468e-02, -5.8566e-02,\n", - " -1.7647e-04, -5.2081e-02, 5.8738e-02, -2.2210e-02, 5.4031e-02,\n", - " -5.2642e-02, -2.4233e-02, 2.8898e-02, -1.1112e-01, 7.8026e-04,\n", - " 4.7914e-02, -3.6227e-02, -1.3379e-03, -3.2822e-02, 4.6575e-02,\n", - " 8.6741e-02, 2.8826e-02, 1.4174e-02, 1.1099e-01, -9.8162e-02,\n", - " -1.0253e-01, 1.4212e-02, -1.4801e-02, -7.6152e-03, -7.3278e-02,\n", - " -4.7079e-03, 1.2874e-02, -5.4293e-02, 1.9746e-02, -2.6656e-03,\n", - " -1.1684e-02, 3.7669e-02, 2.6023e-02, -5.0953e-02, -6.8739e-02,\n", - " -1.5132e-01, 1.5295e-02, 5.8862e-02, -8.5955e-02, -1.0614e-02,\n", - " -1.4771e-01, 7.5826e-03, 1.3741e-02, 3.2153e-02, -5.5401e-02,\n", - " -2.7378e-02, -2.1129e-02, -9.6263e-03, 2.1679e-02, 6.0387e-03,\n", - " 2.3842e-02, 1.6773e-02, 2.1320e-02, -3.4935e-02, 1.8651e-02,\n", - " 3.9921e-02, -4.0954e-02, 3.6536e-02, 7.0171e-02, 5.9625e-02,\n", - " 1.2220e-02, -5.5114e-02, -3.6014e-02, -1.0953e-01, -9.5661e-02,\n", - " 1.1084e-02, -6.4837e-02, -3.4218e-02, 9.7829e-02, 1.7789e-02,\n", - " -5.8268e-02, -2.1595e-02, -1.5098e-01, 4.8902e-02, 2.7867e-02,\n", - " 1.0966e-01, 4.9730e-02, -6.5047e-02, 4.3189e-02, -1.1697e-01,\n", - " 6.1828e-02, 1.6997e-02, -1.5843e-02, 4.6682e-03, 6.4880e-03,\n", - " -2.7143e-02, 7.5872e-03, -4.5413e-02, -6.9785e-02, 4.3590e-02,\n", - " -5.9673e-03, 2.0699e-02, -6.7040e-02, 7.3287e-02, -1.5950e-05,\n", - " -3.9807e-02, 7.3086e-02, 3.5854e-02, 4.0103e-02, 1.3383e-01,\n", - " 3.1207e-03, -9.7336e-03, -1.0773e-02, 2.0780e-02, -2.4463e-02,\n", - " 8.5525e-02, -2.2474e-02, 3.5545e-02, 2.3799e-02, -6.9500e-02,\n", - " 3.9307e-02, 1.5299e-02, -1.1998e-01, 3.9373e-02, -2.7874e-02,\n", - " 5.0340e-02, -1.6368e-02, -2.2250e-02, 5.2681e-02, -9.1596e-02,\n", - " 1.3720e-01, -1.0519e-01, -5.7112e-02, 1.2733e-01, -7.1367e-02,\n", - " -1.9667e-02, 9.1824e-02, 5.3414e-02, 1.6420e-03, -8.7719e-03,\n", - " 4.1816e-03, 9.3656e-03, -2.6315e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.9018, 0.8869, 0.8863, 0.8587, 0.8750, 0.8783, 0.8626, 0.9150, 0.9264,\n", - " 0.8872, 0.8448, 0.7959, 0.8601, 0.8095, 0.9264, 0.8575, 0.8636, 0.8072,\n", - " 0.9398, 0.8179, 0.8616, 0.8484, 0.8979, 0.8966, 0.8273, 0.8883, 0.8270,\n", - " 0.8976, 0.8618, 0.8829, 0.9155, 0.8368, 0.8604, 0.9126, 0.9090, 0.9035,\n", - " 0.9051, 0.8905, 0.8842, 0.8567, 0.9144, 0.9118, 0.9246, 0.8807, 0.9163,\n", - " 0.8413, 0.8816, 0.9412, 0.9184, 0.9364, 0.8533, 0.8966, 0.8484, 0.7580,\n", - " 0.8594, 0.8250, 0.9207, 0.7978, 0.9134, 0.8184, 0.8942, 0.8539, 0.7281,\n", - " 0.8006, 0.9039, 0.8731, 0.9155, 0.9106, 0.8764, 0.9184, 0.9228, 0.9256,\n", - " 0.8391, 0.8399, 0.8869, 0.8312, 0.8967, 0.7788, 0.8774, 0.8685, 0.9193,\n", - " 0.9221, 0.9234, 0.8854, 0.7914, 0.8829, 0.8264, 0.8862, 0.9067, 0.9134,\n", - " 0.8882, 0.8885, 0.6231, 0.8887, 0.8911, 0.8679, 0.6551, 0.8235, 0.8843,\n", - " 0.9157, 0.9384, 0.9287, 0.8991, 0.8487, 0.8296, 0.6142, 0.8594, 0.9332,\n", - " 0.8742, 0.8529, 0.8903, 0.8991, 0.8150, 0.8918, 0.9142, 0.8520, 0.8667,\n", - " 0.9309, 0.9206, 0.8606, 0.8663, 0.5117, 0.8801, 0.8748, 0.7599, 0.8802,\n", - " 0.8945, 0.8507, 0.8807, 0.8819, 0.9265, 0.8688, 0.7154, 0.8769, 0.9021,\n", - " 0.9443, 0.8837, 0.8651, 0.9018, 0.6646, 0.9130, 0.9199, 0.9074, 0.9136,\n", - " 0.8837, 0.2779, 0.9289, 0.8763, 0.8903, 0.8763, 0.8800, 0.8738, 0.8041,\n", - " 0.9085, 0.9282, 0.8656, 0.8728, 0.8245, 0.8957, 0.5998, 0.8989, 0.9282,\n", - " 0.8541, 0.9191, 0.8652, 0.9128, 0.8863, 0.8443, 0.5768, 0.8967, 0.9237,\n", - " 0.8664, 0.8430, 0.8737, 0.9048, 0.5896, 0.8801, 0.8638, 0.8753, 0.8849,\n", - " 0.9150, 0.9423, 0.8755, 0.8931, 0.9242, 0.9104, 0.8685, 0.8707, 0.9199,\n", - " 0.8933, 0.9016, 0.8619, 0.8317, 0.8867, 0.8917, 0.8797, 0.9224, 0.8428,\n", - " 0.8567, 0.8255, 0.8887, 0.8591, 0.6296, 0.8378, 0.8937, 0.8374, 0.8750,\n", - " 0.8599, 0.9114, 0.8699, 0.8640, 0.9227, 0.8313, 0.8860, 0.9107, 0.7122,\n", - " 0.6000, 0.9267, 0.7521, 0.8736, 0.8768, 0.8709, 0.9011, 0.8471, 0.8837,\n", - " 0.6947, 0.8624, 0.8264, 0.8992, 0.9155, 0.8682, 0.8960, 0.8400, 0.9057,\n", - " 0.9075, 0.8799, 0.8692, 0.8464, 0.9045, 0.8343, 0.8346, 0.9190, 0.8983,\n", - " 0.8506, 0.8605, 0.7290, 0.8204, 0.8538, 0.8863, 0.7952, 0.8491, 0.8569,\n", - " 0.8912, 0.9032, 0.9304, 0.8693, 0.8580, 0.8506, 0.8788, 0.8754, 0.9189,\n", - " 0.8987, 0.9027, 0.9009, 0.8336, 0.8405, 0.8939, 0.8875, 0.8974, 0.9136,\n", - " 0.9147, 0.9047, 0.8864, 0.8930, 0.9175, 0.9225, 0.8385, 0.8973, 0.8862,\n", - " 0.9221, 0.8598, 0.8949, 0.9303, 0.6574, 0.9255, 0.8843, 0.9126, 0.9012,\n", - " 0.8349, 0.9281, 0.8712, 0.7353, 0.8975, 0.8829, 0.8706, 0.8165, 0.6444,\n", - " 0.7918, 0.8967, 0.8890, 0.9121, 0.9052, 0.8943, 0.9324, 0.8371, 0.8531,\n", - " 0.8477, 0.9251, 0.3999, 0.8936, 0.8742, 0.6313, 0.8931, 0.9006, 0.8976,\n", - " 0.8751, 0.9116, 0.9220, 0.8869, 0.7571, 0.9040, 0.8708, 0.8718, 0.9091,\n", - " 0.9185, 0.8990, 0.8433, 0.9043, 0.9146, 0.9156, 0.8708, 0.6452, 0.8890,\n", - " 0.9213, 0.9036, 0.9076, 0.8603, 0.9240, 0.9199, 0.8763, 0.8351, 0.9397,\n", - " 0.8501, 0.9048, 0.8322, 0.5896, 0.9336, 0.8856, 0.8962, 0.8641, 0.8745,\n", - " 0.8845, 0.9177, 0.6313, 0.9216, 0.9037, 0.8614, 0.8726, 0.8656, 0.8870,\n", - " 0.8967, 0.8715, 0.8575, 0.8630, 0.8916, 0.8720, 0.8313, 0.8970, 0.9027,\n", - " 0.8420, 0.8906, 0.8823, 0.9054, 0.8922, 0.8699, 0.9039, 0.9167, 0.8889,\n", - " 0.8631, 0.9238, 0.9159, 0.3737, 0.9055, 0.8678, 0.8878, 0.9121, 0.8424,\n", - " 0.9067, 0.8982, 0.8655, 0.8321, 0.8663, 0.8744, 0.8790, 0.9301, 0.9443,\n", - " 0.8700, 0.8423, 0.8886, 0.9135, 0.8723, 0.8019, 0.8668, 0.8993, 0.8148,\n", - " 0.8814, 0.9158, 0.8764, 0.9045, 0.9247, 0.9047, 0.8991, 0.9179, 0.9104,\n", - " 0.8944, 0.8470, 0.8797, 0.8704, 0.9099, 0.7421, 0.8658, 0.7859, 0.8954,\n", - " 0.8775, 0.8777, 0.8798, 0.8940, 0.8675, 0.9032, 0.8306, 0.8999, 0.8498,\n", - " 0.9002, 0.8563, 0.9162, 0.9381, 0.8855, 0.8688, 0.9006, 0.8488, 0.8739,\n", - " 0.9203, 0.8733, 0.6360, 0.9049, 0.8583, 0.8893, 0.8609, 0.8959, 0.8703,\n", - " 0.9274, 0.9316, 0.8654, 0.8874, 0.9373, 0.9443, 0.9074, 0.9138, 0.8698,\n", - " 0.8846, 0.9000, 0.7067, 0.8990, 0.9041, 0.8867, 0.7868, 0.8202, 0.8654,\n", - " 0.8528, 0.8932, 0.9110, 0.8501, 0.9006, 0.9206, 0.8768, 0.9079, 0.8717,\n", - " 0.8952, 0.8429, 0.8824, 0.9043, 0.8874, 0.6808, 0.8971, 0.8755, 0.8753,\n", - " 0.8941, 0.8797, 0.8552, 0.9049, 0.9185, 0.8853, 0.8378, 0.9176, 0.8625,\n", - " 0.8747, 0.7186, 0.8600, 0.9163, 0.8514, 0.8529, 0.8941, 0.8947, 0.8508,\n", - " 0.8547, 0.9110, 0.8780, 0.8699, 0.8945, 0.8971, 0.8411, 0.8416, 0.8569,\n", - " 0.8951, 0.8579, 0.8438, 0.8853, 0.6418, 0.8685, 0.8841, 0.9104, 0.8152,\n", - " 0.9112, 0.8543, 0.8504, 0.9122, 0.8762, 0.9170, 0.8846, 0.6728, 0.8284,\n", - " 0.8417, 0.9177, 0.8908, 0.9108, 0.8635, 0.8506, 0.8963, 0.8284, 0.9506,\n", - " 0.8300, 0.4737, 0.9142, 0.8423, 0.9234, 0.6852, 0.8899, 0.8683, 0.8479,\n", - " 0.8771, 0.9242, 0.8419, 0.8730, 0.9184, 0.8989, 0.9185, 0.8876, 0.8337,\n", - " 0.9011, 0.9083, 0.9229, 0.8485, 0.9007, 0.9086, 0.8588, 0.9025, 0.8674,\n", - " 0.8921, 0.8824, 0.9355, 0.8591, 0.9243, 0.9045, 0.7468, 0.8687, 0.8965,\n", - " 0.9372, 0.6586, 0.9311, 0.9101, 0.8560, 0.9119, 0.8810, 0.8757, 0.9139,\n", - " 0.9012, 0.8224, 0.9152, 0.8323, 0.9104, 0.9133, 0.9147, 0.9219, 0.8555,\n", - " 0.8485, 0.8594, 0.8852, 0.9286, 0.9102, 0.8900, 0.8911, 0.9372, 0.9121,\n", - " 0.8749, 0.9115, 0.8269, 0.9264, 0.8002, 0.8894, 0.9034, 0.9073, 0.8727,\n", - " 0.9272, 0.8494, 0.7397, 0.8959, 0.8371, 0.9372, 0.8943, 0.8476, 0.8376,\n", - " 0.9019, 0.9323, 0.9399, 0.8910, 0.9018, 0.9047, 0.8561, 0.8616, 0.9244,\n", - " 0.8774, 0.8319, 0.8697, 0.8871, 0.8983, 0.8688, 0.9079, 0.9052, 0.8414,\n", - " 0.8837, 0.8940, 0.8471, 0.9074, 0.8451, 0.9301, 0.9154, 0.8638, 0.9122,\n", - " 0.8908, 0.8596, 0.9319, 0.8913, 0.8754, 0.8662, 0.5557, 0.8684, 0.8023,\n", - " 0.8988, 0.8906, 0.8662, 0.9114, 0.9106, 0.9254, 0.9181, 0.9131, 0.8603,\n", - " 0.9190, 0.8579, 0.8931, 0.8835, 0.6463, 0.8981, 0.8559, 0.8522, 0.9297,\n", - " 0.8950, 0.8265, 0.8574, 0.9054, 0.8829, 0.9219, 0.9219, 0.8494, 0.9137,\n", - " 0.9171, 0.8919, 0.8638, 0.9031, 0.9072, 0.9098, 0.8783, 0.9069, 0.8727,\n", - " 0.9322, 0.9118, 0.8618, 0.8528, 0.8265, 0.8647, 0.6684, 0.9396, 0.8657,\n", - " 0.8152, 0.8974, 0.8983, 0.8773, 0.8140, 0.8510, 0.9076, 0.9043, 0.8189,\n", - " 0.8731, 0.8413, 0.8933, 0.8650, 0.9098, 0.8408, 0.9138, 0.9289, 0.8778,\n", - " 0.8604, 0.9093, 0.9151, 0.9028, 0.8661, 0.8888, 0.8816, 0.8842, 0.8617,\n", - " 0.8825, 0.8976, 0.8960, 0.9224, 0.9688, 0.8061, 0.8499, 0.9100, 0.8267,\n", - " 0.9076, 0.8511, 0.9115, 0.8986, 0.9032, 0.8783, 0.8694, 0.8953, 0.8908,\n", - " 0.9210, 0.8866, 0.9352, 0.9155, 0.9032, 0.8549, 0.8810, 0.8828, 0.8489,\n", - " 0.7537, 0.9039, 0.8929, 0.8425, 0.8717, 0.8854, 0.8853, 0.8785, 0.8987,\n", - " 0.8198, 0.8881, 0.9306], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.6625e-02, -1.0507e-01, 3.1912e-02, 7.6338e-02, -1.1188e-01,\n", - " 1.2034e-01, -1.8940e-01, -1.3437e-01, -6.9242e-02, -6.7826e-02,\n", - " -5.4263e-02, -1.4246e-01, 6.9934e-02, -2.0858e-01, -3.2876e-03,\n", - " -2.3191e-02, 6.8969e-02, 8.9101e-02, -2.6422e-02, -2.6609e-01,\n", - " -9.9980e-02, 1.7229e-01, -1.6668e-01, -6.1606e-02, 4.6690e-02,\n", - " -1.1975e-01, -1.0204e-01, 5.2635e-02, 7.8951e-02, -7.8034e-02,\n", - " -1.4889e-02, -5.5586e-02, -1.2998e-01, 7.1997e-02, -1.0003e-01,\n", - " 1.5326e-02, 1.9547e-02, -7.3485e-02, -9.4418e-02, 1.0362e-01,\n", - " -6.1286e-02, 7.1012e-02, -2.3794e-02, -9.7600e-02, 2.2134e-02,\n", - " 7.2604e-02, 6.6140e-02, -1.5904e-02, -1.2900e-01, -9.5402e-03,\n", - " 1.2593e-01, -9.1694e-02, -2.2906e-01, 2.0688e-01, -1.3409e-01,\n", - " 1.0476e-01, -3.9208e-03, 1.4129e-01, -8.0206e-02, 1.1312e-01,\n", - " 4.4298e-04, -3.1820e-02, 1.2605e-01, 1.8113e-01, 1.2809e-02,\n", - " -4.3978e-02, 2.0773e-03, -4.6278e-02, -5.8448e-02, 9.8595e-03,\n", - " -3.2026e-02, -3.1179e-02, 1.5660e-01, 1.0776e-01, -1.3921e-01,\n", - " -1.0311e-01, -4.5080e-02, -1.7536e-01, -7.3872e-02, -5.5457e-02,\n", - " -2.3188e-02, -6.2325e-02, -6.7388e-02, -5.9938e-02, -8.1442e-02,\n", - " -9.5643e-02, 5.3938e-02, -1.2202e-01, -4.2700e-02, -4.7029e-02,\n", - " -3.8722e-02, 3.7240e-03, -2.1497e-01, -1.3948e-03, -5.7284e-02,\n", - " -2.1566e-02, -1.9520e-01, 1.1644e-01, -4.2779e-02, -5.3457e-03,\n", - " -2.6165e-02, -1.2019e-01, -5.0167e-03, -4.6626e-03, -1.0129e-01,\n", - " -4.5894e-02, 1.3304e-01, -5.7492e-02, -7.1754e-02, -3.1174e-02,\n", - " -4.3994e-02, -9.4959e-02, 2.1656e-01, 1.0740e-01, -4.2548e-02,\n", - " -4.1486e-02, -9.5449e-02, -9.5418e-02, -7.8051e-02, -1.0562e-01,\n", - " 1.0915e-01, 4.0597e-01, 2.6612e-02, -6.9673e-02, -3.5386e-02,\n", - " -1.2873e-02, 4.0978e-02, -1.1241e-01, -9.5544e-02, -1.3292e-02,\n", - " -4.4201e-02, -1.4191e-01, -5.5357e-02, -7.0822e-02, -4.0674e-03,\n", - " 2.6114e-02, 7.5882e-02, 5.7120e-02, 1.2606e-01, 1.4230e-01,\n", - " -4.0235e-03, -6.1418e-02, -6.6961e-03, -3.8446e-02, -7.1943e-02,\n", - " 1.8551e-01, -1.2822e-02, 7.6709e-02, -8.1103e-02, -7.2764e-02,\n", - " -8.6045e-02, -9.7528e-02, 4.1532e-02, -7.7701e-02, -4.5413e-02,\n", - " -7.9822e-02, -1.8998e-01, -1.6055e-01, -6.8246e-02, -6.8712e-02,\n", - " -1.2344e-02, -4.4136e-02, -1.3596e-02, -5.7772e-02, -5.4524e-02,\n", - " -9.2218e-02, -1.8866e-02, 1.0647e-01, 3.3256e-01, -2.2296e-02,\n", - " -5.1825e-02, -1.2755e-01, -9.1702e-02, -1.9313e-01, -1.2993e-01,\n", - " -6.5512e-02, -3.4277e-02, -9.5308e-02, -1.1043e-01, -3.6635e-02,\n", - " 6.8052e-03, 2.7257e-04, -1.0590e-01, -1.5642e-01, -1.1331e-01,\n", - " -7.8984e-02, -1.6124e-01, -1.8601e-01, -9.2715e-02, 3.8851e-02,\n", - " 1.0873e-01, 4.2357e-02, -2.2107e-01, 5.1203e-02, 5.9569e-03,\n", - " -5.7879e-02, 6.5377e-03, -1.0727e-01, 2.0603e-02, -1.4750e-02,\n", - " 3.2937e-02, -1.8990e-01, -1.2786e-01, -1.8806e-01, -4.1394e-02,\n", - " -8.8912e-02, -1.7002e-01, -7.3276e-03, -3.2889e-02, -1.5499e-02,\n", - " -7.3647e-02, 5.0166e-02, -1.8483e-01, -7.8329e-02, -1.8418e-02,\n", - " 2.1323e-02, 6.7164e-02, -8.7967e-03, -1.3794e-01, -7.6948e-02,\n", - " -5.5494e-02, -1.8144e-01, -1.4973e-01, 7.0110e-02, -1.2353e-01,\n", - " -5.7582e-02, -4.8038e-02, -2.8484e-02, -2.4484e-02, -4.0356e-02,\n", - " -1.4437e-01, -1.6582e-02, -1.1949e-01, -1.3751e-02, -5.5272e-02,\n", - " -8.7414e-02, -7.2544e-02, -9.4576e-02, -2.1282e-02, 4.0743e-02,\n", - " 7.0492e-02, -3.2798e-02, -7.9206e-02, -1.2530e-01, -7.0764e-02,\n", - " -5.4919e-02, 1.1142e-01, -8.7380e-03, -1.7681e-02, 8.7281e-02,\n", - " -1.2548e-01, -8.8504e-02, -1.6192e-02, -4.6660e-03, -8.2362e-03,\n", - " 5.1452e-02, 3.1431e-02, 8.2000e-02, -2.9608e-02, -2.1364e-02,\n", - " -1.2958e-01, -9.5314e-03, -1.2507e-01, -1.2091e-01, -2.1740e-01,\n", - " -1.2663e-01, -3.9883e-02, -4.6411e-02, -8.3061e-02, -4.4111e-02,\n", - " -1.0415e-01, -3.4678e-02, -2.0700e-02, 4.5979e-03, 9.3389e-02,\n", - " 1.2189e-03, -3.3199e-02, 2.8192e-02, 2.6093e-02, 2.2936e-02,\n", - " -1.0521e-01, -6.9720e-02, -3.0941e-02, -2.7791e-03, 4.7309e-02,\n", - " 3.6411e-02, -9.8355e-02, -1.1288e-01, -1.7591e-01, -6.7582e-02,\n", - " -6.3172e-02, -6.3451e-02, 4.1148e-02, -3.7562e-02, -1.0980e-01,\n", - " -2.6929e-02, 7.4353e-02, -2.3019e-01, 2.9365e-02, 6.2933e-02,\n", - " -8.3192e-02, 6.6811e-02, -9.5346e-03, -1.0023e-01, -1.0159e-01,\n", - " -1.6829e-01, -9.2009e-03, 4.2582e-02, -6.7786e-01, 2.3572e-02,\n", - " -3.1146e-02, -1.1759e-01, -1.1613e-02, 3.6962e-02, -1.0654e-01,\n", - " 1.9333e-02, -9.3331e-02, -4.2195e-02, -2.6624e-02, -1.8566e-01,\n", - " -2.5489e-02, -1.1489e-02, -5.7362e-02, -1.5125e-02, -7.0189e-02,\n", - " -1.3676e-01, -7.4570e-02, -5.7956e-02, -1.7561e-02, -6.7024e-02,\n", - " 7.7325e-02, 8.4011e-02, 2.8613e-02, -1.3518e-01, 2.8934e-02,\n", - " -8.7383e-03, -5.7487e-02, -3.3748e-02, -9.2445e-02, -1.7720e-01,\n", - " 5.1504e-02, -1.6400e-01, 3.2477e-03, -8.1989e-02, 8.9592e-02,\n", - " -1.7000e-01, -5.7153e-02, 4.1587e-02, 9.1134e-03, 1.3563e-01,\n", - " 2.0177e-02, -1.7854e-01, -1.6019e-02, -5.5787e-02, 6.3263e-03,\n", - " 8.9427e-02, 7.0923e-02, -1.4782e-02, 2.5181e-02, -3.2568e-02,\n", - " -1.4150e-01, 4.0611e-02, -1.8354e-02, -4.5727e-02, 1.4363e-02,\n", - " -5.7863e-02, -2.0089e-02, -1.8870e-02, -4.5177e-02, -8.0632e-02,\n", - " 8.2770e-02, -6.2037e-02, -1.0541e-01, -9.5110e-02, 7.8727e-02,\n", - " -6.4051e-03, -2.1475e-02, -9.3362e-03, 1.8469e-02, -4.6239e-02,\n", - " -1.9577e-02, 2.7716e-01, -1.0000e-01, 1.3668e-01, -3.6600e-02,\n", - " -4.9088e-02, 5.7199e-02, -1.0958e-01, -4.8999e-02, 6.4781e-02,\n", - " 1.4753e-02, 7.4483e-04, -1.6135e-01, -4.5843e-02, -5.6123e-02,\n", - " -9.3122e-02, 1.8672e-02, 4.8467e-02, -4.5692e-02, -5.1939e-02,\n", - " -5.6010e-02, 1.4136e-03, 3.7675e-02, 5.0618e-03, -8.8304e-02,\n", - " 1.0297e-01, -1.1114e-01, -5.6413e-02, -5.0215e-02, -1.8669e-02,\n", - " 8.6868e-02, -3.7474e-03, -6.2278e-02, -1.0016e-01, -1.3861e-02,\n", - " -1.1220e-02, -4.0388e-02, -9.2488e-02, -9.3046e-02, -2.1603e-02,\n", - " 6.7309e-03, 1.0349e-01, -1.6229e-01, 8.7963e-03, 3.5653e-02,\n", - " -4.1728e-02, -8.0954e-02, -6.8818e-03, -8.4664e-03, 7.3229e-03,\n", - " -8.9781e-02, -3.2343e-02, -2.8033e-02, -1.2189e-02, -5.2967e-02,\n", - " -1.1684e-01, 4.0898e-02, 6.8785e-03, 1.5525e-02, 8.6050e-02,\n", - " -1.1087e-01, -3.8352e-02, 2.5415e-02, 1.3479e-01, -4.0202e-02,\n", - " -5.2153e-02, 3.7788e-02, -5.8467e-02, -2.9823e-02, 2.1274e-02,\n", - " 3.2532e-02, -8.4771e-02, -1.8989e-01, 6.7598e-02, -8.9823e-02,\n", - " -5.4341e-02, -6.1454e-02, -6.9793e-02, 2.1388e-02, 3.8125e-02,\n", - " -1.1104e-01, -2.2127e-02, -5.9216e-02, -1.5919e-01, -1.2669e-01,\n", - " 1.1131e-01, 1.1789e-01, -1.1630e-01, -8.3066e-02, -7.5607e-02,\n", - " 1.1751e-02, -2.7502e-02, -1.3553e-02, -4.6427e-02, -8.0391e-02,\n", - " -8.5280e-02, 6.0877e-02, -2.1529e-02, 5.6057e-02, 3.6249e-02,\n", - " 4.6377e-02, -1.3462e-01, -3.8239e-02, -2.7187e-02, -3.5752e-02,\n", - " -1.0851e-01, -4.5938e-02, -1.7553e-01, 1.1124e-01, -1.2534e-02,\n", - " -6.2436e-02, 1.4366e-02, -1.7153e-01, 6.7201e-03, 1.4290e-01,\n", - " 6.3469e-02, 2.4152e-01, -6.5595e-02, 2.4741e-02, -1.4315e-02,\n", - " 9.3053e-03, -5.1606e-02, -5.8946e-02, -6.7120e-02, -1.0786e-01,\n", - " 2.7229e-02, -1.3340e-01, -1.3439e-03, 1.0027e-01, -8.1355e-02,\n", - " -7.3692e-02, 3.7002e-02, -1.7913e-01, -7.2593e-02, 8.6568e-02,\n", - " -1.2131e-01, 6.9443e-02, 4.9047e-02, 8.6389e-02, -2.0935e-02,\n", - " -5.0771e-02, -9.7703e-02, -9.3536e-02, -1.0317e-02, 1.3166e-01,\n", - " -9.6728e-04, -3.1439e-02, -2.8427e-02, -4.1343e-02, 1.8749e-02,\n", - " -3.5111e-03, -5.1109e-02, -1.0554e-01, 3.5747e-02, -2.6054e-02,\n", - " 1.0180e-01, 7.0816e-02, -9.8053e-02, -8.7784e-02, 8.7960e-02,\n", - " -1.2546e-01, 2.8320e-01, 2.6763e-02, -1.2164e-01, -6.6004e-02,\n", - " 6.0763e-02, 8.9346e-02, 9.8378e-02, -1.4921e-01, -1.5433e-01,\n", - " -1.3213e-02, 7.0372e-02, -5.5913e-02, -1.2748e-01, -9.8133e-02,\n", - " -2.3685e-02, -3.2954e-02, -1.2974e-01, -1.3464e-01, 1.3043e-02,\n", - " -3.1027e-04, 7.2921e-02, 6.7288e-02, 1.0188e-02, -1.9360e-02,\n", - " -2.8443e-02, -4.0145e-02, -5.1148e-03, -1.3014e-02, -2.7395e-02,\n", - " -1.0637e-01, -6.6571e-02, -1.0466e-02, -1.5021e-02, -5.8401e-02,\n", - " -5.3731e-02, -5.8570e-02, 8.4191e-02, -3.5411e-02, -3.7969e-02,\n", - " 3.5854e-02, 7.9331e-02, -1.9163e-01, -4.6646e-02, -3.0621e-02,\n", - " -5.6818e-02, -2.3719e-01, -8.5134e-02, 5.3209e-03, -1.2206e-02,\n", - " -7.2313e-02, 1.5585e-02, -5.3374e-02, 2.6976e-02, -9.7546e-02,\n", - " -8.3794e-03, -7.7564e-02, -2.9223e-02, -9.5770e-02, -6.8801e-02,\n", - " -8.2946e-02, -9.8884e-02, 6.2166e-02, -8.8903e-02, -3.3634e-02,\n", - " -1.7276e-01, -6.8196e-02, -1.6463e-01, -2.0550e-02, -5.6731e-02,\n", - " -8.4223e-03, -5.6610e-02, -1.5533e-02, -2.0044e-02, -6.3639e-02,\n", - " -6.5976e-02, -7.7416e-02, -1.2213e-02, -1.3717e-01, -1.7293e-01,\n", - " -9.1297e-02, 1.6511e-02, -2.8297e-02, -3.5861e-02, -2.4608e-02,\n", - " -5.3280e-02, -1.5407e-01, 4.0849e-02, -8.9997e-03, -4.8316e-02,\n", - " -5.5761e-02, -6.6250e-02, 7.2413e-02, -1.5084e-01, -1.1982e-01,\n", - " 8.6066e-03, -8.8314e-02, -9.0629e-02, -4.0791e-02, -1.5793e-01,\n", - " 4.4901e-02, -5.8334e-02, -1.2370e-01, 6.9721e-04, 1.3705e-03,\n", - " -6.0067e-02, -1.4701e-01, -1.5822e-02, -3.2613e-02, -9.9972e-02,\n", - " -5.0216e-02, -5.3470e-02, 8.3673e-03, -7.3479e-02, 2.9377e-01,\n", - " -2.2296e-02, 5.2783e-02, 3.3154e-02, -5.1746e-02, -7.3156e-02,\n", - " -1.1054e-01, 4.4262e-02, -8.7940e-02, 3.6671e-04, -5.4205e-02,\n", - " 4.4721e-03, -2.1768e-02, 8.3681e-02, -7.8170e-02, -6.3030e-02,\n", - " 6.1283e-02, -9.7558e-02, -6.3439e-02, 8.2211e-03, -3.1354e-02,\n", - " 4.4900e-03, -2.5939e-01, -1.2595e-01, -1.0022e-01, 6.5094e-03,\n", - " -5.6319e-02, 2.8455e-03, -1.8966e-01, -4.3104e-03, 1.2433e-02,\n", - " 5.0383e-02, -1.1426e-01, 6.4174e-02, 1.4080e-02, -4.7500e-02,\n", - " -1.2750e-01, -1.2806e-01, -3.3080e-02, -9.5859e-02, 5.1768e-02,\n", - " -2.2557e-01, 9.1492e-02, 1.7461e-02, -3.0264e-02, 2.1010e-02,\n", - " -8.6432e-02, 1.2583e-02, 1.3712e-01, -1.2197e-01, 4.1892e-02,\n", - " -6.5797e-02, -1.6333e-01, -7.5110e-02, -1.1973e-01, -2.9338e-02,\n", - " -1.8425e-02, -1.7636e-01, 2.6511e-02, -1.0604e-01, 9.3289e-02,\n", - " -1.5011e-01, 4.5955e-02, -3.7404e-02, -4.7449e-02, 2.8436e-03,\n", - " 5.0054e-02, 2.3086e-03, -6.7876e-02, -3.7435e-02, -1.2747e-01,\n", - " -3.4610e-02, -4.0350e-02, -7.0701e-03, 9.4924e-02, -1.3219e-01,\n", - " 6.7923e-04, -1.6742e-01, -4.9987e-02, -4.9555e-02, -1.5015e-01,\n", - " -2.9192e-02, -8.9088e-02, -1.1630e-02, 1.0799e-01, -4.8110e-02,\n", - " -9.9438e-03, -2.8111e-02, -1.5008e-01, -9.9525e-03, -9.9064e-02,\n", - " -1.2777e-01, 1.0255e-02, -1.8369e-02, -7.6552e-02, -5.0687e-02,\n", - " -5.5869e-02, 1.0312e-01, 5.6818e-02, -2.0309e-01, -2.4400e-02,\n", - " -8.8542e-02, 2.4198e-01, -7.8811e-02, -3.2614e-02, -6.5294e-02,\n", - " -5.4814e-02, -8.6998e-02, -4.5401e-02, 7.0956e-02, 5.9858e-03,\n", - " -4.9954e-02, -2.6151e-02, -4.8600e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.7124e-02, 3.4060e-02, 2.7714e-01, -2.1614e-01, -5.2754e-02,\n", - " -4.1934e-02, -1.0614e-01, 1.6164e-01, 2.1892e-01, 5.4828e-02,\n", - " 1.1328e-01, -1.5540e-01, 3.4646e-01, 2.5325e-01, -3.4102e-02,\n", - " -1.3691e-01, -9.9905e-02, 3.6209e-02, 2.8396e-01, 2.4723e-02,\n", - " 1.0624e-01, -1.5966e-01, -2.9064e-01, 2.1612e-01, -2.4899e-01,\n", - " 9.8707e-04, 1.8403e-01, -2.4768e-02, 1.1958e-01, -2.3030e-01,\n", - " 2.2557e-01, -1.7071e-01, 3.5806e-03, 1.6674e-01, -2.8803e-01,\n", - " -5.6050e-02, -4.8621e-02, 1.0115e-01, 3.2618e-01, -1.5848e-01,\n", - " -3.2005e-03, -1.7769e-01, -1.2821e-01, -1.0530e-02, -9.1261e-02,\n", - " -2.4720e-01, 2.4708e-01, 2.6454e-01, -4.9120e-02, 2.7720e-02,\n", - " -7.3964e-02, 9.6444e-02, 5.1543e-03, 9.4288e-02, -2.4002e-01,\n", - " 6.6576e-02, 3.3673e-02, 1.6398e-01, 7.6314e-02, -9.3209e-02,\n", - " 8.1365e-02, -1.9832e-02, 6.0652e-02, 3.0708e-01, -8.0167e-02,\n", - " 1.9258e-01, 2.0132e-01, -2.3741e-01, 8.8291e-02, 2.3971e-02,\n", - " 1.0593e-02, -2.0060e-01, -1.5472e-01, -2.7008e-02, -1.1449e-02,\n", - " 2.0100e-01, -8.2185e-01, -2.4517e-01, 1.8763e-02, -1.6174e-02,\n", - " -4.9654e-02, 8.3059e-02, -5.2619e-02, 4.4486e-02, -6.7373e-02,\n", - " -5.0209e-03, 1.7341e-02, 8.1912e-02, 1.2533e-01, 1.0839e-01,\n", - " -1.6703e-02, -1.7874e-01, -7.6292e-02, 3.7882e-01, -7.1830e-02,\n", - " -1.3231e-02, -2.9727e-02, -1.0660e-01, -7.0098e-03, 8.0439e-02,\n", - " 5.0455e-01, -1.5079e-01, 9.5330e-02, -7.9132e-02, 8.5197e-02,\n", - " 3.9111e-02, 2.1119e-01, -2.9752e-02, -1.1806e-01, 1.2286e-01,\n", - " 9.6624e-02, 3.7295e-02, 4.2608e-02, 3.8592e-01, -1.0858e-01,\n", - " -2.7011e-02, -2.6157e-02, 1.8082e-01, 8.9553e-02, 1.2224e-01,\n", - " 1.4946e-02, -2.0846e-01, 1.3993e-01, 2.6287e-02, 1.4447e-01,\n", - " 2.8735e-01, -5.6707e-02, 1.5282e-01, -7.8315e-03, -6.3501e-02,\n", - " -6.1277e-02, 1.3764e-01, 2.6456e-02, -1.6626e-01, -2.8613e-01,\n", - " -4.9078e-03, -1.6712e-01, 4.9314e-02, 5.7350e-02, 6.7702e-02,\n", - " -8.8359e-02, -1.7174e-01, 7.9126e-02, -2.7246e-01, 7.1695e-02,\n", - " -3.2138e-01, -1.5843e-01, -8.3777e-02, -1.3326e-01, -2.2485e-02,\n", - " -2.5190e-01, 1.4825e-01, 9.3672e-02, 6.6643e-02, -2.2700e-02,\n", - " -4.2293e-01, -3.5745e-02, -1.9151e-01, 1.2523e-02, 8.0613e-03,\n", - " 1.9264e-01, -1.0809e-01, -7.3997e-02, 1.0719e-01, 4.0946e-02,\n", - " 1.9753e-03, -2.9911e-01, -7.6256e-02, 1.6773e-02, -2.0374e-01,\n", - " 8.9181e-03, -1.8182e-02, -1.4729e-01, -4.7487e-02, -1.6229e-01,\n", - " 2.8122e-01, 3.7604e-02, 2.2548e-02, 9.1785e-02, -1.7329e-02,\n", - " 9.4505e-02, -1.3197e-01, 2.2487e-01, -2.1390e-01, -2.4588e-01,\n", - " 2.2784e-01, 2.6753e-01, -6.7874e-02, 2.6946e-01, -6.6390e-02,\n", - " -2.5498e-02, -1.6309e-01, -9.0200e-02, 3.7907e-02, 9.5660e-02,\n", - " 1.8080e-01, -2.3924e-01, 9.9478e-02, -1.3054e-01, -2.7138e-01,\n", - " 1.3956e-03, 1.0748e-01, 1.5392e-01, 1.5391e-01, 1.0045e-01,\n", - " 2.7342e-02, 2.6396e-01, -1.6955e-01, 7.2539e-02, -1.5687e-02,\n", - " 1.8086e-01, -1.4429e-01, 2.8108e-02, 8.0441e-02, 2.0063e-01,\n", - " -1.0055e-01, -2.6909e-01, -1.5524e-02, 1.4388e-01, 4.3092e-02,\n", - " 9.8653e-02, -6.4260e-02, -1.2832e-02, 1.7404e-01, -4.4107e-02,\n", - " -7.2183e-02, -3.2841e-01, -2.4934e-01, -2.0703e-01, 8.4704e-02,\n", - " -4.7903e-02, 2.9869e-01, 8.1060e-02, 1.7804e-01, -1.8038e-01,\n", - " 1.2124e-01, 4.1391e-02, -4.5663e-02, 1.1364e-01, -1.0475e-01,\n", - " -1.9078e-01, 2.3068e-01, 4.0918e-02, 1.6140e-01, -7.7373e-02,\n", - " -3.0637e-02, -1.3309e-01, -1.9025e-01, 1.2720e-01, -1.1768e-01,\n", - " -2.4791e-02, -2.5434e-02, -1.7499e-01, -9.2619e-02, 1.6476e-01,\n", - " -2.3725e-01, -9.3491e-02, 4.5671e-01, -2.6633e-01, 1.0085e-01,\n", - " -1.2826e-01, -2.8109e-02, 5.8012e-02, 1.0149e-01, -1.8210e-01,\n", - " 2.1895e-02, 3.5337e-02, -1.3148e-01, 3.1326e-01, -1.6480e-01,\n", - " -5.1380e-02, 9.9065e-04, -6.6773e-02, -4.0287e-01, 4.5009e-02,\n", - " 1.9293e-01, 7.5762e-02, -2.1389e-02, 1.2942e-01, -1.2339e-02,\n", - " -3.2635e-01, -8.3607e-02, -2.0453e-04, 3.3516e-01, 7.5062e-02,\n", - " -6.9327e-02, -1.2054e-01, -2.6635e-01, -9.9091e-02, -2.3790e-01,\n", - " -2.6579e-01, -1.7214e-01, -6.5533e-03, 7.8417e-04, -1.6940e-01,\n", - " -2.0657e-01, 6.5929e-02, 6.7971e-02, 1.0136e-01, -9.7878e-02,\n", - " 1.1956e-01, -2.0127e-01, 2.3890e-01, -1.1398e-01, -2.2317e-01,\n", - " 9.2065e-02, -3.3084e-01, -4.5262e-02, -5.6814e-02, 6.6942e-02,\n", - " 5.4173e-02, 2.3265e-02, 1.7742e-01, 1.4548e-01, -4.5700e-02,\n", - " -1.8529e-01, 3.6931e-01, 3.1450e-01, 2.4212e-01, 2.7637e-01,\n", - " 1.4381e-01, 3.1329e-02, 1.3306e-01, 2.1394e-02, -9.4586e-02,\n", - " -3.8493e-02, -1.8471e-02, -2.7016e-02, -1.4261e-02, 3.1914e-03,\n", - " 2.1349e-02, 3.1816e-05, 6.4909e-02, 7.4721e-03, 2.9929e-02,\n", - " 1.0701e-02, 2.2340e-01, -3.5223e-02, -1.0802e-01, 5.0714e-02,\n", - " -1.0178e-01, -1.1887e-01, -1.1913e-01, 7.9704e-02, -1.9697e-02,\n", - " -1.9531e-02, 1.2767e-01, -5.8106e-02, 8.3521e-02, 2.0849e-01,\n", - " 3.7163e-02, 4.6231e-02, -9.1407e-02, -1.1306e-01, -1.1369e-01,\n", - " -8.4219e-03, 1.7472e-01, 7.9875e-02, 1.3519e-02, -6.7817e-02,\n", - " -1.2278e-02, 1.6268e-01, -5.2483e-02, 2.5276e-03, -1.9233e-01,\n", - " -1.0626e-01, -1.8435e-04, 6.2287e-03, 6.8744e-02, -1.7931e-01,\n", - " 6.1300e-03, 1.4120e-01, 2.0568e-02, -3.0645e-03, 1.0094e-01,\n", - " 1.1260e-01, -5.9056e-02, -1.4635e-01, -2.5501e-02, 3.9975e-02,\n", - " -9.0633e-02, -8.7091e-02, 1.4956e-02, -8.6604e-03, -4.3978e-02,\n", - " 7.2691e-02, 6.2789e-02, 3.7800e-02, -9.9180e-02, -1.5878e-02,\n", - " -1.2559e-02, -7.3866e-02, -1.1865e-01, 1.7248e-01, 4.5992e-02,\n", - " 2.4102e-02, 2.5764e-01, 1.7215e-03, -3.3761e-02, 7.6782e-02,\n", - " -1.0954e-01, 5.4684e-02, -3.2368e-03, -2.1302e-02, 7.1202e-02,\n", - " -4.5970e-03, 1.7492e-02, 3.5812e-02, 2.1043e-02, -9.1360e-02,\n", - " 2.5750e-02, -6.3601e-02, -1.8830e-02, -1.0064e-01, -2.5951e-02,\n", - " -1.5693e-01, 8.1196e-02, 1.8295e-02, -3.2807e-02, 7.1443e-02,\n", - " 3.5710e-02, 3.9369e-03, 9.2418e-02, 4.8860e-02, 5.4823e-02,\n", - " -2.8998e-03, 2.9912e-02, 1.2656e-02, -3.6178e-02, 7.3544e-02,\n", - " 3.2387e-01, 5.8701e-02, -3.6687e-04, -7.1270e-02, -8.2914e-04,\n", - " 7.5568e-02, -3.9599e-02, 7.4323e-02, -6.9772e-02, -5.8435e-03,\n", - " -5.5360e-02, 3.7388e-02, 3.0727e-03, 5.8361e-02, -7.7181e-04,\n", - " -1.4444e-02, -2.2832e-02, 1.6206e-02, -5.7916e-02, -7.0437e-02,\n", - " -3.7077e-02, -1.1017e-01, -1.1467e-01, 3.8657e-02, 5.7330e-02,\n", - " -6.3091e-02, -7.0682e-02, 2.4881e-02, 7.2451e-04, -6.1555e-02,\n", - " -3.6103e-02, -5.0532e-02, 1.1355e-02, 1.7141e-02, 2.7083e-02,\n", - " 1.5256e-01, 2.8816e-02, 9.3735e-02, -1.1345e-01, -6.5514e-02,\n", - " -5.6315e-02, 5.6634e-02, 1.0206e-01, -2.8312e-02, 5.7025e-02,\n", - " -8.6383e-02, 1.4014e-01, 3.4101e-02, -9.1953e-02, 6.6414e-02,\n", - " -2.8226e-02, 2.2760e-03, -3.0065e-02, 2.4532e-04, 1.7881e-02,\n", - " -1.2094e-01, -5.0453e-02, 1.0507e-01, 1.3416e-02, 1.0692e-01,\n", - " 2.4479e-02, -7.3698e-02, 1.9370e-02, -2.6637e-02, -5.9299e-02,\n", - " -1.4951e-02, 7.2080e-03, 5.9322e-02, 3.7022e-02, 2.7886e-02,\n", - " 6.5390e-02, 1.2358e-01, -1.6842e-02, 9.4552e-02, -5.2495e-03,\n", - " -5.3225e-02, -4.1222e-02, -4.6518e-03, 1.5419e-02, -1.5704e-02,\n", - " 5.3214e-02, -7.4430e-02, 2.0601e-02, 1.2736e-02, -1.1555e-02,\n", - " 2.3967e-01, 5.9821e-03, -2.5143e-02, 4.7115e-02, 7.1733e-02,\n", - " 8.1417e-02, 2.1429e-01, -3.3066e-02, -1.7153e-02, -1.2916e-01,\n", - " -9.6517e-03, 9.4612e-03, 5.5593e-02, 2.6679e-01, -6.1172e-02,\n", - " -4.2006e-02, -5.3519e-03, -8.9881e-02, -7.7368e-02, 3.5689e-02,\n", - " 4.3952e-02, 3.3530e-02, -1.4626e-02, -2.0199e-02, -5.5274e-02,\n", - " -6.3373e-03, 3.1005e-02, -2.1222e-02, -7.0196e-02, 2.4251e-03,\n", - " -8.1598e-02, 4.4209e-03, -2.7370e-02, -7.1675e-02, 4.3540e-04,\n", - " 6.2876e-02, 5.4380e-03, 4.6408e-02, 4.6499e-02, -4.4597e-02,\n", - " -1.1113e-01, 7.3425e-02, 4.5689e-02, -2.6495e-02, -4.5675e-02,\n", - " -3.0725e-03, 1.5039e-01, -1.2380e-01, 1.7399e-02, 3.5874e-02,\n", - " -1.2007e-01, 1.1524e-02, -8.8787e-02, -1.0026e-02, -1.1327e-02,\n", - " 1.0399e-01, 1.0365e-01, -5.4910e-02, -2.0341e-02, -1.1185e-01,\n", - " 2.2855e-02, 2.1275e-01, -1.4602e-01, 4.7515e-02, -1.3327e-01,\n", - " -1.8709e-01, 1.2670e-01, -7.9336e-02, 1.2110e-01, -8.0340e-02,\n", - " 2.4233e-01, 8.0648e-02, -4.1247e-02, -3.5967e-01, -1.4296e-01,\n", - " 1.9117e-01, 3.0106e-02, -7.6605e-02, -5.7340e-03, 4.5664e-02,\n", - " 7.5889e-02, -1.8742e-01, -2.0386e-01, 1.6283e-01, -6.9425e-02,\n", - " -1.6049e-01, -5.7655e-02, -2.0052e-01, 8.1097e-03, -2.5797e-01,\n", - " -2.7444e-01, -2.4259e-01, 4.1664e-02, -4.5014e-03, -3.6929e-02,\n", - " -1.1358e-01, 2.2968e-01, 1.3227e-01, 1.6550e-01, 2.1933e-01,\n", - " -1.7882e-02, 4.3336e-01, -1.0819e-04, -1.3611e-01, -1.7939e-01,\n", - " 5.6115e-03, -3.4520e-02, 3.4769e-01, 1.8248e-01, -3.8527e-02,\n", - " -3.1991e-02, 1.4986e-01, 2.6650e-01, 1.5600e-01, 7.5045e-03,\n", - " 2.9469e-01, -1.1569e-01, 1.5793e-01, 1.1181e-01, 1.7659e-01,\n", - " -2.7990e-02, -5.0408e-02, 2.1352e-01, -7.6224e-02, -1.4484e-02,\n", - " -1.7094e-01, 1.8936e-01, 9.8495e-02, -4.5197e-02, 4.7214e-02,\n", - " 6.3859e-02, -4.0698e-02, -6.5791e-02, 9.9525e-02, 1.0450e-01,\n", - " -2.0170e-02, -9.6091e-02, 1.4988e-01, 1.4765e-02, -1.5919e-02,\n", - " -1.5047e-03, -4.0305e-02, 1.6041e-01, -1.0113e-01, 2.2462e-02,\n", - " 4.9607e-02, -1.4022e-03, -8.4742e-02, 7.2395e-02, -9.7467e-02,\n", - " -1.2987e-02, -3.1381e-02, 8.3338e-02, 5.3445e-02, 3.7792e-02,\n", - " 1.7569e-02, -3.4602e-02, -1.1009e-01, -6.4932e-02, 6.8860e-03,\n", - " 1.6219e-01, -1.9488e-02, 2.0063e-02, 1.9374e-02, -1.7780e-02,\n", - " -2.4427e-02, 7.7272e-02, -1.1846e-01, -8.3675e-02, -3.3053e-02,\n", - " 2.0154e-02, -1.1923e-01, -4.3154e-02, 3.8559e-02, -8.1260e-02,\n", - " -5.5679e-03, 1.3790e-01, 9.5938e-02, -5.6148e-02, -7.7542e-02,\n", - " -4.8514e-02, -3.4478e-02, -1.3185e-01, -6.3449e-03, 3.0002e-02,\n", - " 5.1363e-02, -1.6005e-01, 1.4019e-02, 9.1899e-02, -9.2275e-02,\n", - " -1.0356e-01, 1.6721e-03, 4.3978e-02, 8.2166e-02, 4.7346e-02,\n", - " 3.5849e-02, -2.9597e-04, 3.7520e-02, -6.9860e-03, 1.3662e-01,\n", - " 6.2105e-02, -5.0778e-02, -5.8278e-02, 2.1261e-02, -7.6486e-02,\n", - " 1.6480e-01, -1.7464e-02, 4.9367e-02, -1.7308e-01, -2.7703e-02,\n", - " 8.7152e-02, -1.5671e-01, -1.4890e-02, 8.9527e-02, 3.1114e-02,\n", - " 5.0740e-02, -6.7318e-02, -9.9708e-03, -7.9353e-02, -8.7994e-02,\n", - " -6.1693e-02, 5.8653e-02, 6.0365e-02, -7.6828e-02, -7.2802e-03,\n", - " 3.5994e-02, -1.0353e-01, 6.5900e-02, -9.7121e-02, -4.6353e-03,\n", - " -2.6089e-03, -1.7748e-02, -1.3801e-01, 1.9654e-02, -1.1390e-02,\n", - " -5.0147e-02, -2.2391e-02, -3.9463e-02, 3.7840e-02, -4.4553e-02,\n", - " 1.2869e-01, -3.7323e-02, 1.4184e-02, -2.7705e-01, -5.4745e-02,\n", - " 8.8174e-02, -1.3834e-01, -1.0460e-01, 3.3374e-02, 1.2426e-03,\n", - " -6.0779e-02, 7.9967e-02, 2.5093e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.7404e-04, -1.2588e-03, -1.1473e-03, -1.5774e-03, 3.7122e-04,\n", - " -1.6006e-03, -1.2858e-03, 2.1347e-03, 2.6059e-03, 2.3023e-04,\n", - " -1.5696e-04, 3.9704e-07, 1.9270e-03, -6.8509e-04, 1.1900e-03,\n", - " 4.8603e-04, -2.7293e-04, 7.6222e-04, 2.4114e-03, 2.5822e-03,\n", - " 1.3979e-03, 1.0252e-03, 1.0934e-03, -1.8882e-04, 1.0269e-03,\n", - " 2.2611e-04, -2.6591e-03, 1.3309e-03, 8.2580e-04, 1.6736e-05,\n", - " 8.4421e-04, 2.0242e-03, -1.2197e-03, 6.1830e-04, -4.3593e-04,\n", - " 1.4927e-03, 1.6446e-04, 7.7612e-04, 8.6252e-04, 2.6958e-04,\n", - " 1.2160e-03, -2.3033e-03, 8.1252e-04, 9.7057e-05, -1.1393e-04,\n", - " 1.4878e-03, 2.6582e-04, -8.2377e-04, -6.3751e-04, -3.9005e-04,\n", - " 1.2240e-03, 1.9092e-03, -7.4230e-04, 1.7996e-04, -3.3075e-03,\n", - " -1.4921e-04, -6.2548e-04, 2.5741e-03, 1.3502e-03, -4.8460e-04,\n", - " -2.0815e-04, 9.4036e-04, 8.6680e-04, 8.3986e-04, 2.9530e-03,\n", - " 7.3515e-03, -8.7814e-03, -2.2257e-03, -1.5681e-02, -1.2732e-02,\n", - " -7.5432e-03, 2.0485e-03, 1.0588e-03, -3.7407e-03, -9.0035e-03,\n", - " 2.0660e-03, 1.6694e-03, -2.2018e-03, 2.2100e-05, -1.1841e-03,\n", - " -5.2800e-03, 1.5533e-03, -3.3125e-03, -1.1129e-02, -1.3667e-03,\n", - " -1.7781e-03, 4.1955e-04, 3.6366e-03, 9.7740e-04, -2.7378e-03,\n", - " 1.8880e-03, -5.6565e-03, -1.9816e-03, -5.5867e-03, 1.5902e-03,\n", - " -1.1446e-02, 2.8433e-03, 7.7603e-03, 4.9228e-03, 2.2700e-03,\n", - " -1.2404e-03, 4.0569e-03, 3.9637e-04, 1.2497e-02, 9.0623e-03,\n", - " -9.1915e-03, 4.3913e-03, -3.3922e-03, 1.2672e-02, 2.5620e-03,\n", - " -9.6501e-03, 1.1304e-02, -7.8996e-03, 1.5376e-03, -2.2243e-03,\n", - " -5.5850e-03, 2.2312e-04, -1.0415e-02, -9.9011e-03, -8.3401e-04,\n", - " -4.1396e-03, 8.3672e-03, 2.5322e-03, 5.7382e-03, -4.6564e-03,\n", - " -7.1773e-04, 6.1321e-03, 6.8671e-03, -1.3212e-03, 4.2811e-04,\n", - " -8.5581e-03, 4.1824e-03, -1.0669e-03, -3.5265e-04, -3.0775e-03,\n", - " 1.0204e-03, 1.0925e-03, -5.1922e-03, 6.6062e-03, 1.9422e-04,\n", - " 4.1572e-03, 2.7410e-04, 3.6554e-03, 5.5576e-04, -3.8635e-03,\n", - " 4.2402e-03, -2.7643e-03, 1.5327e-03, 7.9419e-03, 5.4816e-03,\n", - " 2.0955e-04, 6.7483e-03, 5.3392e-03, 2.2132e-03, 1.4605e-04,\n", - " 1.0432e-02, -3.0417e-03, 5.7344e-03, 5.1857e-03, -9.2886e-04,\n", - " -1.7344e-03, 5.4176e-03, 2.6520e-03, -3.0413e-04, 2.6313e-03,\n", - " 5.0926e-03, 2.7232e-03, -4.0100e-03, 4.7660e-03, -3.9250e-04,\n", - " -4.1240e-03, -7.3352e-03, 1.5799e-03, 2.3274e-03, -1.8178e-03,\n", - " 6.9346e-03, 6.5297e-04, 7.5615e-04, -1.1083e-03, -3.5697e-03,\n", - " -4.2567e-04, -4.2937e-04, 3.2031e-03, -7.6116e-04, 3.8940e-03,\n", - " 2.8842e-03, -1.9185e-03, 6.0472e-05, -1.2240e-02, -1.3636e-03,\n", - " -4.5994e-03, 1.0070e-03, -6.7086e-03, 3.0068e-03, 3.3338e-03,\n", - " -3.1299e-03, -3.7037e-03, 9.5071e-04, -2.8389e-03, 3.9201e-03,\n", - " 4.3378e-03, 3.1702e-03, 1.9959e-03, -8.3907e-04, 4.5024e-03,\n", - " -8.2176e-04, -2.4047e-03, -8.7010e-03, -5.8991e-03, 1.0660e-03,\n", - " -2.4523e-03, -8.8950e-04, 1.0414e-03, 5.9270e-03, -6.2894e-04,\n", - " 1.2197e-03, 2.4731e-03, 5.2120e-03, -3.8703e-03, -1.7750e-03,\n", - " 6.0657e-04, -7.5239e-03, 3.1207e-03, -1.8173e-03, 3.7503e-03,\n", - " -3.6688e-03, -1.8274e-03, -1.3945e-03, -3.6266e-03, -7.1070e-04,\n", - " 2.1840e-04, -9.6458e-04, 5.2122e-03, -9.4867e-04, -1.9268e-03,\n", - " 1.4580e-03, -6.6333e-03, -2.4228e-03, 1.5942e-03, -4.8333e-04,\n", - " -6.0015e-05, 3.0485e-04, 4.6629e-03, 8.0991e-03, -1.0281e-02,\n", - " -1.2800e-03, 2.1218e-03, 1.9758e-03, -9.8208e-04, 1.9060e-03,\n", - " 4.1155e-03, 2.8325e-03, -4.2867e-03, -3.9674e-03, -2.9298e-03,\n", - " 5.4093e-03, -2.0154e-03, -1.5694e-03, -2.0006e-03, 5.3183e-04,\n", - " 5.2783e-03, 1.0696e-03, -1.0955e-03, -4.3512e-04, 2.1558e-03,\n", - " 3.2640e-04, 2.9317e-03, -1.0648e-03, -5.5977e-03, 8.6387e-04,\n", - " 2.9393e-03, -9.3518e-04, 7.4964e-04, -1.1158e-03, -4.8705e-04,\n", - " 1.7399e-04, 4.2176e-03, -7.6998e-04, -2.8220e-03, -2.7946e-03,\n", - " -3.4033e-03, 5.5315e-03, 2.6536e-04, 5.5527e-03, 2.5920e-03,\n", - " -2.1235e-03, -3.0452e-03, -1.1622e-03, 1.0926e-03, -1.4817e-03,\n", - " 5.1113e-03, -5.0150e-03, -2.4461e-03, 3.0040e-03, -4.2107e-04,\n", - " 1.8510e-03, -1.3712e-03, -3.6967e-04, -5.2851e-04, 1.3772e-03,\n", - " 9.7582e-04, 2.1448e-03, -3.6100e-03, -1.1060e-03, -1.3219e-03,\n", - " -1.3313e-03, 1.0776e-03, -5.1947e-04, -8.2882e-04, 8.0234e-04,\n", - " 5.3239e-03, 5.2689e-04, -3.3398e-04, 4.7917e-04, 5.3853e-03,\n", - " -1.8218e-03, -5.2257e-04, -4.6807e-03, 6.8030e-03, -9.9770e-04,\n", - " 1.7153e-03, -9.2963e-04, -1.1896e-04, -1.3475e-03, -8.9352e-04,\n", - " -1.5381e-03, 1.9576e-03, -2.6633e-03, -3.0351e-03, 1.2891e-03,\n", - " -2.4442e-03, -2.0386e-03, 1.0048e-03, -1.9353e-03, 1.1216e-03,\n", - " -1.2045e-03, 2.1906e-05, 6.6192e-04, -4.7391e-04, 7.8579e-04,\n", - " -4.3994e-04, 1.0856e-03, -1.9781e-03, -1.2528e-03, -2.4785e-03,\n", - " -2.7827e-03, 4.9118e-05, -2.1496e-03, 3.1878e-03, 2.7277e-03,\n", - " -1.5282e-03, 3.5385e-03, -3.9277e-03, 2.0736e-03, 9.4708e-04,\n", - " 1.0869e-03, 3.4561e-03, 6.9838e-04, 2.8797e-03, -2.0315e-03,\n", - " 3.7598e-05, 1.0342e-03, -2.6388e-03, -1.4900e-03, -2.8550e-03,\n", - " -9.4815e-03, 1.2522e-03, -1.0384e-03, 7.0392e-03, 2.2888e-04,\n", - " -4.6006e-03, 5.3384e-03, -3.2362e-03, -8.0140e-05, -1.2643e-03,\n", - " -2.0813e-03, 2.0617e-03, 1.4345e-03, 3.5004e-03, -7.1350e-03,\n", - " -3.2065e-03, -4.4945e-03, 5.7621e-05, -2.5076e-03, -4.9606e-03,\n", - " -1.0253e-03, -9.9531e-03, -2.0155e-03, -3.6595e-03, -1.0454e-03,\n", - " 4.3004e-03, 4.4973e-03, 3.3851e-03, 1.0009e-02, 7.1742e-03,\n", - " 8.9558e-04, 7.8043e-03, 4.7166e-03, -6.8387e-03, -7.7842e-03,\n", - " 3.5828e-03, 2.9842e-03, -9.2696e-03, -1.1123e-02, 4.7572e-03,\n", - " -4.9595e-04, 3.1656e-03, 4.8235e-03, 1.2839e-02, -1.0335e-03,\n", - " 1.0549e-03, -5.1632e-03, -1.3796e-02, -8.8386e-03, 6.9549e-04,\n", - " -7.3569e-03, 6.7220e-03, -2.5032e-03, 3.8735e-04, -1.3323e-03,\n", - " 8.1598e-03, -3.8145e-03, -1.0083e-03, 5.7140e-03, 3.3885e-03,\n", - " 4.4935e-03, 5.9898e-03, -2.7178e-03, -1.1742e-03, -4.0949e-03,\n", - " 2.7059e-02, -5.3499e-03, -3.9488e-03, -1.6030e-02, 4.6900e-03,\n", - " 3.1251e-03, 4.9627e-03, -8.9747e-04, -1.2425e-02, -1.0612e-02,\n", - " 3.9615e-03, 1.4148e-02, 5.5420e-03, -1.4959e-03, -1.2697e-03,\n", - " -2.9067e-05, -1.1078e-02, -6.4798e-03, -1.4425e-03, 3.2386e-03,\n", - " -4.5203e-03, -4.7661e-05, 2.2346e-03, -3.6679e-03, -2.3505e-03,\n", - " 7.1570e-03, 1.6732e-04, 2.2284e-03, 5.2708e-03, -3.9921e-03,\n", - " 2.4351e-03, -2.3364e-03, 2.2959e-03, -1.5540e-03, -5.4227e-04,\n", - " 6.6650e-04, -3.5923e-03, -2.2177e-03, -4.7717e-03, -4.4100e-03,\n", - " 8.9069e-04, 2.2355e-03, -1.4054e-02, -6.9180e-04, 1.8625e-03,\n", - " 4.8195e-03, 9.4088e-04, 2.1457e-03, 5.3430e-03, -8.4594e-05,\n", - " 3.5488e-03, 5.1082e-03, 1.5432e-03, 4.5595e-03, 2.6207e-04,\n", - " -3.2125e-03, -2.1432e-03, 1.0485e-04, -5.5546e-03, 1.3306e-03,\n", - " -4.2718e-03, 1.5136e-03, -8.6525e-04, -3.9487e-03, 3.5342e-04,\n", - " 3.1755e-03, 3.9294e-04, 4.0350e-04, 3.3722e-03, -2.6222e-03,\n", - " 7.7682e-03, 1.2063e-03, -4.7054e-03, 4.1521e-03, -4.1816e-05,\n", - " 2.1412e-03, -9.8840e-04, -3.0209e-03, 8.0042e-04, 4.0137e-04,\n", - " 1.1542e-03, 3.0745e-03, -2.7336e-03, 2.4953e-03, -3.7783e-03,\n", - " -9.4295e-03, 1.1284e-03, 2.6593e-05, -3.2521e-03, -3.2917e-03,\n", - " -3.3336e-03, -6.3846e-03, -2.4765e-03, 3.3490e-03, 1.1983e-03,\n", - " -8.5744e-04, 8.7545e-04, 3.2643e-03, 1.4568e-03, -7.5725e-04,\n", - " -1.3308e-03, 1.9447e-03, -2.2176e-03, 1.8220e-03, 3.4808e-04,\n", - " -1.8928e-03, -2.1325e-03, 3.6456e-03, -2.3623e-04, 2.0456e-04,\n", - " -2.1733e-03, -1.7313e-03, -3.8483e-04, -1.0643e-03, -3.7681e-03,\n", - " -4.2067e-03, 1.3356e-03, 7.4226e-03, 3.8610e-03, -7.9531e-04,\n", - " -3.1594e-03, 4.5245e-03, -4.9977e-03, 7.3538e-05, 3.7304e-03,\n", - " -1.4721e-03, -1.6277e-03, 3.0372e-04, 2.3181e-03, -2.5115e-03,\n", - " 4.9861e-03, -5.6379e-03, 9.0250e-03, 3.7849e-03, -1.5272e-03,\n", - " 5.3438e-03, 1.2353e-03, 1.2184e-03, -1.3335e-03, 2.9982e-03,\n", - " -3.0503e-04, 3.6100e-03, -1.0318e-03, -1.8381e-04, 1.0021e-02,\n", - " -4.4460e-03, 1.2771e-03, -5.3419e-04, -2.2291e-03, 4.1236e-03,\n", - " 8.2044e-06, -1.3642e-04, 1.8492e-03, 1.0303e-03, -2.9469e-03,\n", - " -1.2434e-03, 2.3065e-03, -1.2588e-03, -3.9710e-03, -1.5354e-03,\n", - " 2.5833e-03, 1.8544e-03, -3.6697e-03, 1.4370e-03, -3.3918e-03,\n", - " 1.6743e-03, 1.2940e-03, 1.2178e-03, 3.3055e-05, -5.8780e-04,\n", - " 8.1399e-04, -3.7657e-03, -2.9502e-03, -1.0605e-03, -1.7839e-03,\n", - " -2.3763e-03, 7.4690e-04, 1.1420e-03, -2.9665e-03, -5.4577e-04,\n", - " 5.2626e-04, -1.4302e-03, 9.0408e-04, -1.5251e-03, 5.4394e-04,\n", - " -6.1581e-04, -7.4684e-04, -1.1509e-03, -2.5955e-03, -6.5960e-04,\n", - " -5.4389e-04, 8.6318e-04, 6.1947e-04, 2.8966e-03, -6.4006e-04,\n", - " -1.4454e-03, -3.7816e-03, 4.0726e-03, -4.2581e-04, 4.3852e-04,\n", - " 2.7190e-03, 8.0055e-04, 2.0846e-03, 2.8046e-03, 1.5042e-03,\n", - " -2.9643e-04, 6.7245e-04, -4.1372e-04, -9.1714e-04, 4.0905e-04,\n", - " 1.1375e-02, -5.3907e-03, -4.5194e-03, -9.0014e-03, -5.4129e-03,\n", - " -7.5819e-03, 1.4158e-03, 2.7934e-04, -1.4513e-03, 3.9897e-03,\n", - " 4.1225e-03, 9.9694e-03, -1.9413e-03, 8.6142e-03, 3.9912e-03,\n", - " -1.1898e-03, -4.5567e-03, -3.8132e-03, 3.9421e-03, -1.8724e-03,\n", - " -1.7701e-03, -5.3222e-03, -2.9547e-03, -8.7858e-04, 7.6030e-03,\n", - " -1.5188e-03, 8.7118e-03, -9.1216e-04, 6.2706e-03, 1.1588e-02,\n", - " -4.6484e-03, 7.8424e-04, -7.7764e-03, -9.8213e-03, -1.0176e-02,\n", - " -2.3112e-03, 1.2980e-03, 2.9476e-03, -4.6623e-03, 6.9110e-03,\n", - " -4.1173e-04, -3.0141e-03, -2.9359e-03, -6.1149e-03, -4.3865e-03,\n", - " -6.6089e-03, -1.3536e-03, 3.8104e-03, -2.7850e-03, -6.3949e-03,\n", - " -7.2148e-03, 1.0149e-02, 5.0911e-04, 3.8082e-03, -2.4232e-03,\n", - " 6.0297e-03, 2.0040e-03, -8.2974e-03, -4.9615e-04, 1.1149e-02,\n", - " 1.1830e-02, -7.6186e-03, -4.1363e-03, 1.3683e-03, 2.4726e-03,\n", - " 4.5970e-05, 2.2060e-03, 8.4481e-05, -1.0033e-03, 2.4136e-03,\n", - " -1.7947e-04, -2.2575e-03, -1.1176e-04, -5.2018e-03, 2.7927e-03,\n", - " 4.8909e-03, -2.2111e-04, 1.0544e-03, 1.5896e-03, -2.3207e-03,\n", - " -3.3150e-03, 3.2254e-03, 2.2644e-04, -6.6531e-03, -4.2760e-03,\n", - " 4.1232e-03, 1.9223e-04, -5.3164e-04, 2.9523e-03, 4.6592e-03,\n", - " 1.8082e-03, 1.2443e-03, 5.2088e-03, -7.0937e-04, 3.5034e-04,\n", - " 1.4102e-03, 1.8032e-03, 3.7917e-03, 1.4276e-03, 3.0090e-03,\n", - " -1.0065e-02, 2.1480e-03, -3.1672e-03, 9.3118e-04, 1.7946e-03,\n", - " 6.2906e-03, -3.8269e-03, -1.3125e-03, 4.3887e-03, 1.6181e-03,\n", - " 3.2501e-03, -4.4193e-03, -9.1651e-03, 2.1497e-03, -1.6969e-04,\n", - " 4.4304e-04, 2.5693e-04, -1.8238e-03, 1.4524e-03, -1.7985e-04,\n", - " 3.7829e-04, -1.0810e-03, 9.8886e-04, -1.6472e-03, -2.6024e-03,\n", - " -7.1708e-04, 3.7721e-03, 1.0626e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.7287e-02, 4.9791e-02, 8.3265e-02, 4.1509e-02, 6.0096e-01,\n", - " 1.1790e-01, -5.1697e-02, -6.4667e-02, -2.9898e-02, -4.1653e-02,\n", - " 7.8581e-02, 8.0512e-02, 2.8597e-03, 1.7697e-01, -5.0268e-02,\n", - " -1.5632e-01, -2.2312e-02, 1.4786e-02, 2.5321e-02, -2.3893e-02,\n", - " -1.9154e-01, -7.9178e-02, 5.1470e-02, 3.3449e-02, -3.2827e-02,\n", - " 1.1585e-01, 9.2792e-02, -1.1882e-01, 2.3169e-01, -1.2738e-02,\n", - " -1.3106e-01, -4.0138e-02, 7.4085e-02, -5.4727e-02, -1.5124e-01,\n", - " -7.4553e-02, 1.1593e-01, 8.2598e-02, -1.3784e-01, 8.3251e-02,\n", - " 1.2105e-01, 1.6121e-02, -5.6186e-02, -3.9316e-02, 5.2764e-02,\n", - " 6.8288e-02, -1.1403e-01, 4.3091e-02, -2.5927e-01, 1.6726e-01,\n", - " 1.8306e-01, 5.6655e-02, -3.7470e-02, -2.7923e-02, -9.3031e-02,\n", - " -7.7830e-03, 4.2595e-02, -1.1148e-02, -9.9394e-02, -3.1054e-02,\n", - " 4.1911e-02, -4.4094e-02, -2.5885e-02, 7.1226e-02, 8.2339e-03,\n", - " -6.9957e-03, 2.8895e-02, -1.3136e-02, 6.7789e-03, -9.6978e-03,\n", - " 8.9551e-03, -1.1822e-02, 1.3865e-02, 1.2104e-03, -1.1366e-02,\n", - " 1.3582e-02, -2.6825e-02, 1.8130e-03, -5.7155e-03, 7.2644e-03,\n", - " 1.1769e-02, 1.6907e-02, -1.7890e-02, -2.4963e-03, -3.1410e-03,\n", - " 1.4650e-02, -3.3544e-03, -9.3068e-03, -2.1822e-02, 1.9732e-02,\n", - " 1.3710e-02, -8.8011e-03, 1.2938e-02, -2.0676e-02, 2.5753e-03,\n", - " 6.1490e-03, -5.6659e-02, 3.0471e-02, -2.3042e-02, 4.6591e-02,\n", - " -8.6147e-04, 4.2650e-04, -3.0253e-02, 2.0131e-02, 2.0916e-02,\n", - " 1.8337e-02, -2.1184e-02, -1.6051e-02, 7.2532e-03, 1.6914e-02,\n", - " 4.4483e-03, 4.7432e-02, -2.1677e-02, -1.8879e-02, 3.6750e-02,\n", - " 5.0616e-03, -5.9059e-02, -1.2584e-02, 6.0803e-03, 1.6429e-02,\n", - " 2.2120e-02, -2.8895e-03, -1.5210e-02, 6.2408e-03, 3.6205e-02,\n", - " -2.3679e-02, -9.4773e-03, 2.3393e-02, 2.0147e-02, 2.6619e-02,\n", - " 1.3941e-02, 1.1835e-03, -3.8491e-02, 1.7611e-02, 8.0677e-03,\n", - " -8.4905e-03, -8.1067e-03, 2.6892e-02, 2.0398e-03, -1.3383e-03,\n", - " -2.4437e-02, -3.5107e-02, -1.9450e-02, -3.0346e-02, -7.7227e-03,\n", - " -1.6149e-02, 9.9498e-03, 2.9700e-02, 1.6986e-02, -2.4256e-03,\n", - " -7.5730e-03, -2.0657e-03, 1.4714e-02, -6.7601e-02, -1.2310e-02,\n", - " -1.1018e-02, -8.4921e-03, 2.5526e-02, -2.9265e-02, 2.5952e-02,\n", - " -1.1552e-02, -3.8504e-03, -1.7120e-02, -2.6905e-03, 2.3544e-02,\n", - " -4.0557e-03, -1.7421e-03, 9.6553e-03, 2.4586e-02, -5.9130e-02,\n", - " 4.8184e-02, 1.2645e-03, -4.5006e-02, -3.3963e-03, 3.0006e-02,\n", - " 2.5095e-02, 1.3807e-02, -2.2436e-02, 8.2383e-03, -2.4232e-03,\n", - " -2.0755e-03, -6.4402e-03, -8.8622e-03, -2.7821e-02, 1.9170e-02,\n", - " -7.5657e-02, 5.1933e-03, 4.5377e-03, -1.7818e-03, 1.0704e-02,\n", - " -1.8380e-02, -7.7973e-02, 1.4548e-02, 1.3987e-02, 1.6128e-02,\n", - " 2.8805e-02, -2.8414e-02, -3.2710e-02, 2.2167e-03, 1.3998e-02,\n", - " 8.3047e-03, -6.5309e-03, -4.8918e-03, -1.6262e-02, 4.4719e-03,\n", - " 3.0584e-02, 9.6954e-03, -1.5809e-02, 4.8900e-03, -1.2303e-02,\n", - " -3.8155e-02, -4.5231e-03, 1.4789e-02, -2.1361e-02, 9.6031e-03,\n", - " -1.5813e-02, -1.4500e-02, 1.7022e-03, -9.2936e-03, -1.8704e-02,\n", - " -3.2453e-02, 8.9748e-03, -1.5058e-02, -1.9926e-03, 3.8217e-02,\n", - " 2.4341e-02, -1.9014e-03, -7.8078e-03, -1.3882e-02, 1.5793e-03,\n", - " -3.1843e-03, 2.9864e-02, -3.6989e-03, 5.9319e-03, 2.1758e-02,\n", - " 2.0171e-02, 9.8291e-03, -9.0427e-03, -2.4246e-02, 1.8080e-02,\n", - " -2.2436e-02, -3.0099e-03, 3.1909e-03, -3.2967e-03, 1.2116e-02,\n", - " 3.1777e-02, 2.5786e-02, -7.0497e-03, -5.4866e-04, -1.4277e-02,\n", - " 2.4366e-02, 1.1681e-02, -7.7147e-04, 3.5347e-02, 4.9566e-03,\n", - " 1.5734e-02, 5.3814e-02, 6.6253e-02, 1.5260e-02, -6.2852e-03,\n", - " 8.7012e-04, -1.1533e-02, 1.3700e-02, 1.8100e-02, 5.1305e-03,\n", - " -4.5341e-02, 2.6614e-02, 5.1058e-03, -1.2338e-02, 9.6169e-03,\n", - " 1.2178e-02, 2.3898e-02, -3.4008e-03, -1.3541e-02, -4.6236e-02,\n", - " -1.2860e-02, 8.1930e-02, -2.9549e-02, -2.8335e-02, -1.5658e-02,\n", - " 5.8807e-03, 3.9095e-02, 1.4396e-02, 1.1047e-02, -1.1840e-02,\n", - " 2.1726e-02, -1.0909e-02, -9.6451e-03, -6.2260e-03, -1.9762e-02,\n", - " -3.2674e-03, -1.1110e-02, 1.0579e-02, 8.8250e-03, 2.6650e-03,\n", - " 9.3656e-03, -9.1129e-03, 8.0875e-04, -4.2095e-02, 9.6901e-03,\n", - " 2.9607e-02, 1.3881e-03, 1.2147e-02, 2.6924e-02, 9.3387e-03,\n", - " 2.1785e-02, 1.9574e-03, -3.6381e-02, 5.9287e-02, -3.1456e-02,\n", - " -8.0430e-03, 3.5592e-02, 2.7217e-02, 1.3794e-02, 1.0869e-02,\n", - " -6.8967e-05, -2.1509e-03, 4.0042e-03, 1.5682e-02, 3.5683e-02,\n", - " -1.6868e-02, 2.8204e-02, 2.0774e-03, 3.1274e-02, 5.3915e-03,\n", - " 3.5079e-03, 1.2604e-02, -1.8328e-02, -1.3841e-02, 4.0029e-03,\n", - " -1.4345e-02, -4.0305e-02, -3.4709e-02, -6.5818e-02, 3.0571e-02,\n", - " 5.9736e-02, -1.5138e-04, -6.2900e-03, 2.3161e-03, 3.7203e-03,\n", - " 8.7522e-03, 9.4336e-03, 2.2141e-02, 6.1876e-02, 1.5201e-02,\n", - " -2.6197e-02, -1.5275e-02, 1.4666e-02, 3.1003e-02, 2.0096e-02,\n", - " 1.8053e-02, -4.6359e-03, -5.5217e-03, 1.7420e-02, -4.1682e-03,\n", - " 9.6149e-03, -2.5687e-02, 3.4605e-02, 2.3024e-02, -5.1729e-03,\n", - " 1.7829e-02, -1.9494e-03, 1.7706e-03, -2.1860e-02, -6.4642e-03,\n", - " -1.2361e-02, -1.6930e-02, -1.8089e-02, 9.7880e-03, 1.1181e-02,\n", - " -2.0819e-02, -2.1102e-03, 1.1364e-02, 1.6067e-02, 3.4855e-02,\n", - " -1.0402e-02, -4.7724e-03, -3.5045e-02, -3.0022e-02, 1.6148e-02,\n", - " -1.1554e-02, 7.8038e-03, 1.4155e-02, 1.8739e-02, -4.9844e-02,\n", - " -2.5400e-03, 5.6485e-02, 6.7981e-02, 2.3588e-02, -1.1036e-02,\n", - " -4.9791e-02, 4.3072e-02, 2.8510e-02, -3.9056e-02, 8.2317e-02,\n", - " -2.9248e-02, 2.9830e-02, 8.4907e-02, -2.4034e-02, -8.5324e-02,\n", - " 6.7229e-03, 1.2439e-01, 1.6905e-02, -1.7143e-02, 8.9796e-03,\n", - " -3.5036e-03, 7.6047e-02, -1.4945e-02, 2.9176e-02, -1.0537e-02,\n", - " -6.0463e-02, -3.6875e-02, -5.5154e-02, -1.3591e-01, -5.7863e-02,\n", - " 4.3362e-02, 3.0284e-02, 1.8011e-02, -1.1662e-01, 1.0871e-01,\n", - " -4.5602e-02, -1.1630e-01, 7.4375e-02, -6.0752e-03, 4.3573e-02,\n", - " 4.4427e-02, -4.4497e-03, -7.4943e-02, 3.5942e-02, 1.4007e-01,\n", - " 4.6678e-02, 1.1002e-02, 1.1177e-01, 8.4117e-02, -7.7734e-02,\n", - " 1.3111e-02, 9.5788e-02, -1.1979e-01, 7.1605e-02, 1.0105e-01,\n", - " 2.5815e-02, 2.2561e-02, -3.5290e-02, 3.0095e-02, 1.0557e-01,\n", - " -9.2836e-02, 6.0454e-02, -1.9622e-02, -3.4648e-02, -8.5398e-03,\n", - " -1.0131e-02, -2.8317e-02, 7.2339e-03, -6.4337e-03, -1.1756e-02,\n", - " -1.7910e-02, -4.9837e-02, 1.0962e-02, -1.4729e-02, -1.7618e-02,\n", - " 2.6013e-02, -2.6635e-02, -2.8916e-02, 6.0290e-03, -3.3555e-05,\n", - " 9.0437e-03, -3.7278e-02, -6.5664e-03, -1.7826e-02, 3.4572e-02,\n", - " -5.8519e-03, -2.5446e-02, -1.3469e-02, 1.0325e-02, -2.2668e-02,\n", - " -2.3259e-02, 9.9366e-03, 6.0188e-03, 1.4046e-03, 2.7465e-05,\n", - " 9.6287e-03, -5.7437e-03, 1.6413e-03, -4.9152e-03, -2.1787e-02,\n", - " 8.6032e-03, -1.9788e-02, 1.0766e-02, -1.7140e-02, 1.2596e-02,\n", - " 7.6447e-03, -1.3978e-02, 1.2535e-02, -2.3806e-03, 1.6328e-02,\n", - " 1.2263e-02, 2.9830e-02, 9.0435e-03, -5.5867e-04, 1.1941e-02,\n", - " -4.2297e-03, 2.1977e-02, 2.1856e-02, -1.3139e-02, 8.0697e-03,\n", - " 6.4416e-03, -6.4205e-03, 1.7959e-02, 3.0434e-02, -5.0743e-03,\n", - " -1.4288e-02, 2.5150e-03, 4.7890e-03, -5.7173e-03, -3.0283e-03,\n", - " -7.0531e-04, 5.2462e-03, 9.9965e-03, 1.2281e-02, -1.6542e-02,\n", - " -1.6991e-02, 4.3309e-03, 3.4637e-03, 1.1859e-03, 2.0139e-02,\n", - " -1.6457e-02, 1.5384e-03, -8.9258e-03, -3.2981e-02, -2.4582e-03,\n", - " 5.2961e-03, -1.9531e-02, 6.3802e-03, -1.8375e-02, 9.7773e-03,\n", - " 2.7131e-02, 1.1904e-02, 8.4118e-04, -1.7703e-03, 4.7391e-03,\n", - " -8.9085e-03, 2.0070e-03, -3.9450e-02, -4.0414e-03, -1.3401e-02,\n", - " 2.2631e-02, -1.0100e-02, -1.2676e-02, -4.7133e-03, -4.0219e-03,\n", - " -3.0374e-02, 4.6456e-02, -2.9318e-03, 6.6423e-03, -3.4435e-03,\n", - " -4.1092e-02, 1.3038e-02, -1.0045e-02, -3.8389e-02, 1.3296e-02,\n", - " -3.5341e-02, -2.4462e-02, 7.4716e-03, 1.6643e-02, -1.6121e-02,\n", - " -3.6946e-03, -4.7915e-02, 9.6824e-04, -3.1578e-03, 4.2914e-03,\n", - " -3.0542e-02, -3.3629e-03, 1.8618e-02, -3.0372e-02, -2.4325e-02,\n", - " -2.7623e-02, 1.1997e-01, 1.2112e-01, 5.9877e-02, -6.3747e-03,\n", - " -1.3565e-01, 1.1169e-01, 8.2555e-02, 1.9919e-01, 5.3976e-02,\n", - " -6.6667e-02, 1.2670e-01, 2.4979e-01, 4.9795e-01, -1.6255e-01,\n", - " 6.1454e-02, -4.8795e-02, -5.4642e-02, 4.6753e-02, -1.4808e-01,\n", - " 8.4542e-02, 9.8602e-02, 7.9922e-02, -5.7743e-02, 5.1177e-03,\n", - " 2.2629e-03, 9.1716e-02, 1.2471e-01, 2.5122e-01, -8.6294e-02,\n", - " -2.7660e-02, -6.2069e-02, 9.1943e-02, 8.0940e-02, -1.1600e-01,\n", - " 1.5274e-01, -1.0685e-01, -1.0784e-01, 9.4156e-02, 1.0244e-01,\n", - " -1.5173e-01, 2.5431e-01, 7.0315e-02, -4.1709e-02, 2.8154e-02,\n", - " -1.9466e-01, -2.8196e-01, 5.9498e-02, -1.4622e-01, -3.6270e-02,\n", - " -5.4226e-02, 1.2514e-01, -1.2210e-01, 2.0318e-01, -1.0626e-02,\n", - " 1.0993e-01, -6.9952e-04, 8.5744e-02, -1.8246e-02, 1.2371e-02,\n", - " 1.8902e-01, -1.0562e-01, -4.0003e-03, -6.5804e-02, -5.9321e-02,\n", - " 4.1583e-03, -2.2929e-02, 4.9534e-03, 1.4159e-02, -9.9549e-03,\n", - " 5.8489e-03, 8.6914e-03, 2.0882e-02, 1.7646e-02, -2.0009e-03,\n", - " 1.4503e-02, -1.2521e-02, 2.3421e-02, -1.4101e-02, 1.0345e-03,\n", - " -7.0276e-03, -7.7057e-03, -8.3659e-03, -1.4582e-02, 4.6263e-03,\n", - " -1.7407e-02, -2.9133e-03, -1.4152e-02, 2.4482e-02, 1.1526e-01,\n", - " 4.4127e-02, 3.2660e-02, 1.3819e-03, 1.2525e-02, -6.4538e-03,\n", - " -2.9977e-03, 4.1446e-03, -2.8641e-03, 3.9541e-02, 5.2517e-02,\n", - " -4.1160e-03, -1.5514e-02, 2.2043e-02, -1.4309e-02, -1.0676e-02,\n", - " 1.0146e-02, -3.4616e-02, 1.6988e-02, 1.7965e-02, 2.5967e-03,\n", - " -2.2258e-03, 1.3444e-02, -3.6289e-02, -9.0963e-03, 8.7385e-03,\n", - " -3.6332e-02, -1.1353e-02, -1.9618e-02, -1.5581e-02, -2.0587e-02,\n", - " 2.5141e-03, -6.6315e-03, -5.7271e-03, -1.3071e-02, -1.1392e-02,\n", - " 1.6857e-02, 5.0379e-03, -5.1936e-02, -1.1505e-02, 4.9432e-03,\n", - " -1.3449e-02, -1.4002e-02, 1.8849e-03, 1.3016e-02, -8.2392e-03,\n", - " -1.0678e-02, -9.3886e-04, -2.6065e-03, 2.0240e-02, 1.5540e-02,\n", - " -6.5652e-03, -4.5695e-02, -2.5955e-02, -1.4781e-02, -7.0643e-03,\n", - " 9.7755e-03, 1.6408e-02, 2.1428e-02, 4.8015e-02, 1.8225e-02,\n", - " 1.1666e-02, -3.7776e-03, -1.6595e-02, -1.7358e-02, 4.7268e-04,\n", - " 2.5036e-02, -2.4376e-03, 1.9243e-02, -1.6308e-02, -1.3249e-02,\n", - " 2.6715e-02, -6.7190e-03, 5.0726e-03, 1.3932e-02, -1.1491e-02,\n", - " 1.2883e-02, -1.1271e-02, -1.9929e-02, -4.7170e-03, 7.2903e-03,\n", - " 1.5961e-02, 2.0881e-02, 3.3534e-03, -1.2525e-02, 5.0648e-03,\n", - " -6.0930e-04, -2.2646e-02, 1.1428e-02, -2.8179e-02, -9.3999e-03,\n", - " -3.5837e-02, -4.6871e-03, 4.7867e-03, 1.4517e-02, -1.2112e-02,\n", - " 6.5886e-03, 3.1230e-03, 6.2147e-03, 6.1958e-03, 1.5943e-02,\n", - " 2.2345e-02, -1.7281e-02, -2.6437e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.7540e-02, 1.2263e-01, -5.7336e-02, 6.8446e-02, 8.7978e-03,\n", - " 1.3266e-03, -5.1854e-02, 2.0970e-02, -3.4019e-02, 4.0852e-02,\n", - " 2.3262e-02, 6.3489e-03, 8.6623e-02, -1.9657e-01, 4.0184e-02,\n", - " 7.3033e-02, 1.2684e-02, -1.0108e-01, 3.1360e-02, -1.0253e-01,\n", - " -1.7753e-01, -2.2048e-02, -2.0248e-02, -1.1360e-01, -4.0351e-02,\n", - " -4.1465e-02, -1.5699e-01, 6.6717e-02, 1.4711e-02, 5.7473e-02,\n", - " 8.7037e-02, -1.5591e-01, 6.6193e-02, 1.7482e-03, 3.9780e-02,\n", - " 1.2782e-01, 1.1984e-01, -7.7321e-02, -3.7583e-02, -1.1794e-02,\n", - " -3.9365e-02, 1.3583e-02, 1.2817e-02, -4.2717e-02, 8.1062e-02,\n", - " -1.2161e-01, -6.5247e-03, 2.6528e-02, 3.3576e-02, -7.7188e-03,\n", - " 5.5730e-02, -1.3026e-02, 2.9698e-02, 5.0540e-02, 1.1023e-01,\n", - " -1.0374e-01, -1.3030e-01, -6.7519e-02, -3.6621e-02, -1.1981e-02,\n", - " 1.0854e-01, 1.5355e-01, -3.7133e-02, -4.8626e-03, -3.0432e-02,\n", - " -7.7287e-02, -4.6304e-02, -7.5059e-02, -1.1741e-01, -4.0540e-02,\n", - " -2.3338e-02, 9.0035e-02, -1.5079e-03, -1.5664e-01, 1.5767e-03,\n", - " -1.1738e-01, 4.5533e-02, -1.4137e-01, 5.6403e-03, -1.1594e-01,\n", - " 3.7226e-02, 3.9491e-02, -1.8993e-03, -3.7499e-02, -2.7781e-02,\n", - " -8.2534e-02, 1.2223e-01, -1.2625e-01, -2.8965e-02, -3.4257e-03,\n", - " -5.1691e-02, 4.5579e-03, -1.0426e-01, 9.3651e-02, 1.9618e-02,\n", - " -3.2472e-02, 1.3807e-01, 1.6597e-01, 8.8129e-02, -5.8964e-02,\n", - " -8.2523e-02, -1.6699e-02, -7.9624e-02, 1.6308e-01, 4.0627e-02,\n", - " -4.1690e-01, 9.2895e-03, -2.7027e-03, -6.5441e-02, -8.1489e-02,\n", - " -4.9817e-03, -2.6756e-02, 1.1009e-01, 1.0085e-01, 3.6378e-02,\n", - " 8.2597e-02, -1.1059e-01, 5.7258e-02, -1.9306e-02, -1.5809e-01,\n", - " -1.5641e-01, 5.1200e-02, -7.9445e-03, 1.1922e-01, 1.8417e-01,\n", - " 4.5088e-02, 1.8617e-01, -8.3404e-02, 6.6406e-02, 2.6715e-01,\n", - " 3.6952e-02, -5.9931e-03, 2.7987e-01, -5.6382e-02, 7.6974e-02,\n", - " 1.6941e-03, -2.9642e-02, -7.0214e-02, 4.2471e-02, -2.8239e-02,\n", - " 1.6581e-02, -5.4206e-02, -6.5348e-02, 1.4619e-01, -1.0648e-01,\n", - " 2.7693e-02, 5.6448e-02, 9.5720e-02, -7.5457e-02, -1.0486e-02,\n", - " -4.6856e-02, 7.4211e-02, -8.5380e-02, -2.9901e-02, 8.4354e-02,\n", - " -1.2946e-02, 1.5922e-02, -1.0775e-01, 3.6961e-02, -3.9988e-02,\n", - " 8.7652e-02, -9.2112e-03, 1.4366e-01, 3.4629e-02, -2.2608e-02,\n", - " -4.8225e-02, 9.3311e-03, -5.0890e-02, 4.1301e-01, 1.2579e-02,\n", - " 9.3492e-02, 1.5349e-01, 2.3399e-03, 5.7280e-03, -9.5694e-03,\n", - " 1.3860e-01, 8.6894e-02, -1.2516e-02, 9.3894e-02, -1.7094e-01,\n", - " 5.9576e-03, 1.9580e-02, 6.3787e-02, -2.1084e-02, -3.2021e-02,\n", - " 1.7562e-01, 6.1382e-02, -1.6552e-02, -1.4443e-01, -1.2238e-01,\n", - " -1.4351e-01, 3.6748e-02, 4.5554e-02, -3.4537e-02, 1.2425e-01,\n", - " 7.0692e-02, -6.1973e-02, -7.1437e-02, -1.7702e-01, 1.4290e-01,\n", - " 7.5777e-02, -6.8644e-02, -2.7663e-01, -3.2688e-02, -2.3697e-02,\n", - " -9.3547e-02, -3.7134e-02, -1.8090e-03, 5.5838e-03, 1.2802e-01,\n", - " -2.6122e-02, -1.3403e-02, -4.1629e-02, -9.2052e-02, 4.2197e-02,\n", - " 2.6519e-01, -1.8984e-02, 1.2236e-02, -2.4168e-01, 6.7809e-02,\n", - " 6.6498e-02, -6.5721e-02, -1.7879e-02, -2.0273e-02, -1.4405e-02,\n", - " -1.2652e-01, -1.4723e-01, 2.1592e-01, -1.0441e-01, -5.8908e-02,\n", - " 1.6181e-02, -9.4037e-03, 4.6360e-02, -4.2267e-02, 4.1405e-02,\n", - " -6.1307e-02, -2.5999e-01, -1.0078e-01, -3.7156e-02, -1.1395e-01,\n", - " -1.7866e-01, 7.0054e-02, 1.0308e-01, 1.4682e-01, -1.0431e-02,\n", - " -2.1751e-01, 6.3866e-03, -6.2991e-02, 2.9378e-02, 1.4703e-01,\n", - " 3.9315e-02, 5.1490e-02, -7.9974e-03, 1.9558e-02, 9.2144e-03,\n", - " -1.1121e-01, -9.5410e-03, 1.2889e-01, 2.9236e-02, 5.3436e-02,\n", - " 3.7109e-03, 4.6282e-03, 3.1559e-02, -1.6299e-04, -1.3072e-02,\n", - " 3.1933e-02, -5.5715e-02, 8.3879e-03, -5.4036e-02, 1.5988e-02,\n", - " 5.8084e-03, 3.4011e-02, -4.6364e-02, 9.6751e-02, 4.6846e-02,\n", - " -7.6728e-02, 6.0279e-02, 1.3785e-01, 8.4595e-02, 1.6494e-01,\n", - " -1.1012e-01, -3.7961e-02, -1.0580e-02, 2.1604e-01, 1.9907e-02,\n", - " 1.5640e-02, -7.6484e-02, -1.5652e-02, 1.4399e-02, 7.4343e-02,\n", - " -3.7000e-03, 1.2529e-01, 8.7313e-02, -5.1442e-02, -2.1401e-02,\n", - " -7.3289e-02, -1.2675e-01, 4.6271e-02, 2.6020e-02, 4.8183e-03,\n", - " 8.4969e-03, 9.2141e-02, 1.2271e-01, 6.6470e-02, 7.2081e-03,\n", - " -7.3660e-02, -2.2926e-02, -3.2265e-02, 1.4359e-01, -1.7297e-02,\n", - " 1.2398e-01, -1.4042e-01, -2.4006e-02, 1.3451e-02, -8.8161e-02,\n", - " 2.0680e-01, -2.6627e-02, -2.5379e-02, 5.0795e-03, 2.2739e-01,\n", - " 5.6375e-02, 1.1135e-01, 5.1518e-02, -3.1248e-02, -4.7450e-02,\n", - " -1.1646e-01, 3.1425e-02, -6.5057e-02, -7.4752e-02, -6.4738e-02,\n", - " 1.0593e-01, -3.7487e-01, 6.6167e-02, -4.7976e-02, 2.8382e-02,\n", - " -9.0314e-02, -1.2378e-01, 1.7049e-02, 2.3256e-02, 5.0468e-03,\n", - " -8.7910e-02, -4.0245e-02, -1.3962e-01, 3.6869e-02, -8.1142e-02,\n", - " -2.3915e-01, -5.1453e-02, -3.5894e-02, 4.1426e-02, -6.8816e-02,\n", - " 1.2532e-02, -7.8772e-03, -4.8539e-02, -1.2424e-01, 5.8068e-02,\n", - " 4.7396e-03, 2.2655e-02, -6.1267e-02, -1.3489e-02, 4.9846e-02,\n", - " -9.1372e-02, 6.5765e-02, 2.6368e-02, -4.0013e-02, -6.2516e-02,\n", - " -5.2820e-03, -2.5409e-01, 1.5029e-02, -4.6981e-02, 1.4632e-01,\n", - " -1.5723e-01, 1.3325e-01, -9.3597e-03, 2.1788e-02, -6.3758e-02,\n", - " 3.5762e-02, 1.0843e-02, 1.0662e-01, 1.1277e-01, 8.6743e-02,\n", - " 6.7457e-02, -4.1551e-03, -5.6764e-02, 3.9490e-02, 1.4098e-02,\n", - " 2.0665e-02, -3.7400e-02, -2.4596e-02, -1.1556e-01, 1.4216e-02,\n", - " -9.2227e-02, -9.5238e-02, 5.0385e-02, -4.5377e-02, -4.4542e-02,\n", - " -5.7104e-03, -1.0549e-01, -8.8716e-02, 6.6601e-02, -1.5567e-02,\n", - " 9.2282e-02, 4.8586e-02, -1.3599e-02, 6.3359e-02, -2.3276e-02,\n", - " -1.0328e-03, 1.2719e-02, -1.0459e-01, -2.0227e-02, -1.7722e-02,\n", - " 1.0894e-02, -4.7050e-02, -3.1666e-02, 8.4642e-02, -5.5312e-02,\n", - " -2.6930e-02, 1.2874e-01, 7.2695e-02, -5.1842e-02, 1.1262e-01,\n", - " 1.3291e-01, 1.3640e-01, 5.7332e-02, 1.3013e-01, 2.1534e-01,\n", - " -4.6176e-03, -1.3917e-01, -4.6141e-02, -3.3755e-02, -1.8499e-01,\n", - " 1.1943e-01, 8.9508e-02, -8.7142e-02, -8.8306e-02, -1.1648e-02,\n", - " -1.0177e-01, 5.2121e-02, 9.9313e-02, -1.9071e-03, -1.0230e-01,\n", - " 9.7501e-02, -3.4528e-02, 2.6218e-02, -6.0170e-02, 1.8396e-02,\n", - " -8.4452e-03, -3.4532e-02, -1.2766e-01, 1.7590e-01, -9.2708e-02,\n", - " -4.0003e-02, -1.4442e-02, 8.4241e-02, 1.6375e-03, -5.3822e-03,\n", - " 2.0271e-02, 3.0612e-02, 4.4517e-02, -3.8955e-02, 9.8173e-02,\n", - " 9.8955e-02, 1.7270e-01, -4.1461e-02, -5.1230e-02, 1.6190e-02,\n", - " -5.3978e-02, 4.2614e-02, -3.0894e-02, -1.6735e-01, 1.0061e-01,\n", - " -1.1824e-02, -4.2523e-03, -1.0524e-01, -2.2668e-03, -1.8654e-02,\n", - " -3.5135e-02, -1.4902e-02, -1.2248e-01, 2.2064e-02, 5.5318e-02,\n", - " 5.0207e-02, -9.5384e-02, 3.7961e-03, -1.1239e-01, 5.9892e-02,\n", - " 1.8860e-02, -1.6528e-01, -3.7556e-02, -5.7396e-02, 3.5326e-02,\n", - " 3.0810e-02, 3.8609e-02, -2.8027e-01, -7.7494e-03, -5.0802e-02,\n", - " -1.0762e-01, 7.7603e-02, 3.8703e-02, -8.0226e-04, 9.9048e-03,\n", - " 2.5708e-02, 3.6949e-02, -1.4081e-02, -6.4116e-02, 2.2805e-01,\n", - " 1.3202e-03, -8.0363e-03, 8.4699e-02, -1.1766e-01, -4.4196e-02,\n", - " 8.9684e-02, 5.2698e-02, 6.2403e-02, -3.8370e-02, -6.7598e-02,\n", - " -5.1292e-02, -5.6592e-02, -3.1893e-02, 8.1757e-02, -6.3596e-02,\n", - " 9.5668e-02, 1.2544e-02, 7.4700e-03, 2.6079e-01, -1.4995e-01,\n", - " 1.2194e-01, -1.8278e-01, -3.3649e-02, -4.5293e-02, 2.4959e-01,\n", - " -3.8705e-02, 6.0769e-02, -9.4811e-03, -7.9096e-02, -1.1953e-01,\n", - " 4.0258e-03, -3.2383e-02, 3.2742e-02, 5.9349e-02, -9.5559e-02,\n", - " -1.2546e-01, 8.6474e-03, 1.0285e-02, -5.5287e-03, -2.0067e-02,\n", - " -1.3822e-02, 5.5795e-02, -9.3359e-03, 9.8154e-02, -1.9121e-02,\n", - " -3.9963e-02, 1.3732e-01, -3.8868e-02, 4.5631e-02, -8.8790e-02,\n", - " -2.9925e-02, -1.0315e-01, 2.2206e-02, -3.3622e-02, -1.0110e-02,\n", - " 3.3764e-02, -8.5698e-02, 7.7736e-04, 7.2232e-02, 8.0008e-02,\n", - " -7.9107e-02, 8.8831e-02, 7.2058e-02, -7.4486e-03, 2.4830e-02,\n", - " 1.8661e-01, 4.2301e-02, -1.9289e-02, -2.7951e-01, -5.6022e-02,\n", - " -4.3588e-02, 4.4926e-02, -2.6953e-01, 1.3840e-02, 7.6335e-02,\n", - " -3.6710e-02, 7.5666e-02, -1.4296e-02, -2.0949e-02, 7.2330e-02,\n", - " 2.8393e-03, 5.2154e-02, 4.8220e-02, -7.2336e-03, 1.6563e-01,\n", - " 1.3244e-01, 5.6766e-02, 3.9853e-03, 5.3084e-02, -7.1036e-02,\n", - " -1.1629e-01, -3.7126e-02, 8.4102e-03, -4.8139e-02, -1.0900e-01,\n", - " -7.9894e-02, 3.8810e-02, 3.5188e-02, 4.9364e-02, 2.4054e-02,\n", - " -1.9303e-02, -5.7298e-02, 1.5188e-01, 1.0442e-02, 1.8137e-03,\n", - " -4.0917e-03, 1.7097e-01, 3.0023e-02, -1.5992e-01, 9.7524e-02,\n", - " -4.8489e-02, -1.5557e-03, -9.2952e-02, 1.3041e-02, -6.2055e-02,\n", - " 9.6160e-02, 8.8154e-02, -3.0313e-02, -2.9162e-02, -1.1137e-01,\n", - " 1.2400e-03, 4.7864e-02, -1.9845e-01, 1.3381e-01, 1.1422e-01,\n", - " 3.2064e-02, -2.9416e-01, 1.7853e-02, -4.2283e-03, -5.9596e-02,\n", - " -1.8368e-02, -5.5846e-02, 1.5919e-01, -1.6121e-01, 1.0096e-01,\n", - " -6.8078e-02, -7.3506e-02, -4.0167e-02, -7.2212e-02, 7.7690e-02,\n", - " 1.1627e-01, 3.1091e-02, -9.4146e-02, 1.4353e-01, 5.7173e-02,\n", - " 2.6946e-03, -5.3811e-02, -8.4393e-03, 8.0155e-02, -2.9390e-01,\n", - " -1.1233e-01, 6.2911e-02, 1.0467e-02, 4.6551e-02, 6.5686e-02,\n", - " -7.7254e-02, -4.6485e-02, -9.2105e-03, 2.9966e-02, -1.2001e-02,\n", - " 1.1094e-01, -1.0917e-02, -2.3440e-02, -4.7745e-02, 5.9030e-02,\n", - " -7.9467e-02, 4.5627e-02, -3.9555e-03, -5.7204e-02, 4.2242e-02,\n", - " -7.6314e-02, 5.7987e-02, 8.2412e-02, 4.8413e-02, 9.9589e-02,\n", - " 4.1983e-04, 5.8862e-03, 9.2692e-02, 4.1796e-02, 2.2844e-02,\n", - " 1.3542e-01, -5.2404e-02, -8.5607e-02, -6.4990e-02, -2.1039e-02,\n", - " -9.0957e-03, -3.0864e-02, 5.3072e-02, 5.9407e-02, 6.5251e-02,\n", - " -1.3286e-01, 1.0397e-01, -4.2976e-02, -5.7268e-02, -1.2192e-01,\n", - " 1.0842e-02, 3.6311e-02, 1.0429e-02, 3.4352e-02, -5.7106e-02,\n", - " -5.9529e-02, -1.4800e-01, -1.0790e-01, 1.9281e-03, 3.0646e-03,\n", - " 2.8357e-01, 1.2496e-02, -1.4709e-02, 1.7133e-02, 8.0138e-02,\n", - " 1.1838e-01, 2.5970e-02, -1.3211e-01, -3.1164e-02, -1.5268e-01,\n", - " 5.4019e-03, 2.9926e-02, -2.0370e-02, -6.5393e-02, 2.5595e-03,\n", - " -4.1554e-03, -5.2994e-02, -1.2630e-02, 2.3232e-01, -6.9318e-02,\n", - " -2.4971e-02, 4.4399e-02, 2.1482e-02, 1.0027e-01, 2.0318e-02,\n", - " -5.7905e-02, -5.7510e-02, 7.6047e-02, 3.1390e-03, 1.0120e-01,\n", - " 9.2822e-02, -2.5252e-02, 5.6536e-02, 7.0636e-02, -1.1667e-03,\n", - " -8.5773e-02, -7.0056e-02, -6.8709e-02, 9.2902e-03, -2.1094e-02,\n", - " 1.6379e-02, -5.3188e-02, -2.0994e-01, 9.9522e-02, -5.3369e-02,\n", - " 3.8078e-02, 4.1929e-02, 3.6163e-02, 8.4551e-02, 7.4068e-02,\n", - " -4.9857e-02, 1.1627e-01, -3.1187e-04, -5.7783e-02, 1.8508e-02,\n", - " -8.1810e-02, 9.5908e-02, 8.5320e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8983, 0.8888, 0.8628, 0.8585, 0.9588, 0.9161, 0.9020, 0.8955, 0.8884,\n", - " 0.8570, 0.8173, 0.8588, 0.8595, 0.8851, 0.8867, 0.8674, 0.7935, 0.8415,\n", - " 0.8920, 0.9671, 0.9309, 0.9026, 0.8909, 0.8934, 0.8294, 0.9125, 0.8437,\n", - " 0.9004, 0.8118, 0.8614, 0.8971, 0.8729, 0.9006, 0.8878, 0.9005, 0.8693,\n", - " 0.8846, 0.9048, 0.9069, 0.9432, 0.8936, 0.9320, 0.9036, 0.8875, 0.8758,\n", - " 0.8482, 0.9921, 0.8804, 0.9362, 0.8905, 0.9243, 0.8791, 0.9413, 0.7759,\n", - " 0.8913, 0.7935, 0.8564, 0.8593, 0.8868, 0.8197, 0.9000, 0.8243, 0.7300,\n", - " 0.9000, 0.8865, 0.8852, 0.8568, 0.8766, 0.8672, 0.9074, 0.8725, 0.9073,\n", - " 0.9125, 0.7903, 0.9282, 0.8071, 0.8602, 0.7319, 0.8261, 0.8238, 0.8748,\n", - " 0.9112, 0.9040, 0.8853, 0.7552, 0.8059, 0.8770, 0.8792, 0.8868, 0.8776,\n", - " 0.8361, 0.8825, 1.0548, 0.8760, 0.8508, 0.8029, 0.7167, 0.8583, 0.8869,\n", - " 0.9044, 0.9100, 0.9173, 0.8892, 0.8600, 0.8600, 0.7863, 0.8751, 0.8989,\n", - " 0.8751, 0.8401, 0.8931, 0.8767, 0.8600, 0.9186, 0.8946, 0.8598, 0.8870,\n", - " 0.8827, 0.8879, 0.8546, 0.8843, 0.8020, 0.8574, 0.8729, 0.7566, 0.8172,\n", - " 0.8726, 0.7621, 0.8801, 0.8841, 0.8930, 0.8680, 0.6278, 0.8710, 0.8545,\n", - " 0.9151, 0.8610, 0.7808, 0.8845, 0.7724, 0.8831, 0.9060, 0.9047, 0.9007,\n", - " 0.8473, 0.8475, 0.8851, 0.8534, 0.8733, 0.8661, 0.8391, 0.8641, 0.7948,\n", - " 0.8993, 0.8945, 0.8716, 0.8963, 0.8867, 0.9223, 0.6787, 0.8781, 0.8854,\n", - " 0.8858, 0.9008, 0.8612, 0.9066, 0.8751, 0.8424, 0.9038, 0.8871, 0.8870,\n", - " 0.8826, 0.8357, 0.9335, 0.9111, 0.9884, 0.8217, 0.8398, 0.8526, 0.8634,\n", - " 0.8715, 0.8926, 0.8473, 0.9429, 0.8961, 0.8626, 0.9453, 0.8887, 0.9143,\n", - " 0.8644, 0.9086, 0.9902, 0.9262, 0.8598, 0.8646, 0.9123, 0.9048, 0.8885,\n", - " 0.8541, 0.8233, 0.8913, 0.9076, 0.6894, 0.8692, 0.8623, 0.8805, 0.8789,\n", - " 0.8457, 0.8912, 0.8734, 0.8497, 0.8840, 0.8841, 0.8869, 0.8384, 0.6767,\n", - " 0.6513, 0.9196, 0.7662, 0.8327, 0.8968, 0.8912, 0.8874, 0.8190, 0.8801,\n", - " 0.6765, 0.8483, 0.8033, 0.8911, 0.8909, 0.8496, 0.8910, 0.8514, 0.9172,\n", - " 0.8760, 0.8542, 0.8816, 0.8188, 0.8823, 0.8146, 0.8605, 0.8800, 0.8752,\n", - " 0.8247, 0.8543, 0.6568, 0.8593, 0.8452, 0.8324, 0.7579, 0.8520, 0.9711,\n", - " 0.8709, 0.8655, 0.9024, 0.8707, 0.8530, 0.8501, 0.8232, 0.8566, 0.9064,\n", - " 0.8714, 0.9194, 0.8606, 0.8506, 0.8413, 0.8753, 0.8624, 0.8744, 0.8889,\n", - " 0.8521, 0.8512, 0.8539, 0.8683, 0.8964, 0.8919, 0.7944, 0.8800, 0.8577,\n", - " 0.8961, 0.8170, 0.9166, 0.8988, 0.7287, 0.8893, 0.8258, 0.8732, 0.9324,\n", - " 0.8600, 0.8806, 0.8511, 0.7299, 0.8904, 0.8942, 0.9047, 0.7783, 0.7214,\n", - " 0.9709, 0.8567, 0.8858, 0.9102, 0.8750, 0.8955, 0.8850, 1.0208, 0.9252,\n", - " 0.8499, 0.8923, 2.2833, 0.9117, 0.8343, 0.6115, 0.8259, 0.8659, 0.9000,\n", - " 0.8723, 0.9101, 0.8955, 0.8790, 0.6758, 0.8675, 0.8517, 0.8358, 0.8543,\n", - " 0.8674, 0.9014, 0.8405, 0.8776, 0.8956, 0.8529, 0.8151, 0.7296, 0.8776,\n", - " 0.9172, 0.9052, 0.8541, 0.8618, 0.8865, 0.8910, 0.8665, 0.8275, 0.9573,\n", - " 0.8270, 0.8958, 0.8260, 0.6474, 0.8957, 0.8824, 0.8664, 0.9029, 0.8652,\n", - " 0.9230, 0.8894, 0.6369, 0.8744, 0.8699, 0.8728, 0.8125, 0.8615, 0.8812,\n", - " 0.9093, 0.8236, 0.8432, 0.8311, 0.8781, 0.9035, 0.8603, 0.8566, 0.8966,\n", - " 0.8371, 0.8898, 0.8734, 0.9149, 0.8639, 0.9125, 0.8959, 0.8835, 0.8657,\n", - " 0.8645, 0.9158, 0.8687, 0.5520, 0.8949, 0.9233, 0.8711, 0.8824, 0.8949,\n", - " 0.9077, 0.8977, 0.9096, 0.8055, 0.8623, 0.8854, 0.8195, 0.8991, 0.8857,\n", - " 0.8836, 0.8448, 0.8477, 0.9076, 0.8549, 0.7801, 0.8251, 0.8634, 0.8022,\n", - " 0.8854, 0.9150, 0.8439, 0.8573, 0.8835, 0.8757, 0.8614, 0.9047, 0.8803,\n", - " 0.8446, 0.8287, 0.8542, 0.8793, 0.8973, 0.7083, 0.8495, 0.8154, 0.8994,\n", - " 0.8305, 0.8809, 0.8696, 0.8747, 0.8647, 0.8856, 0.7751, 0.8690, 0.8175,\n", - " 0.8794, 0.8627, 0.8714, 0.9334, 0.8910, 0.8441, 0.8985, 0.8965, 0.8620,\n", - " 0.9072, 0.8216, 0.6473, 0.8752, 0.8545, 0.9541, 0.8628, 0.8892, 0.8276,\n", - " 0.8716, 0.9044, 0.9461, 0.9122, 0.9006, 0.8905, 0.8515, 0.8975, 0.8038,\n", - " 0.8966, 0.8654, 0.7750, 0.9140, 0.9158, 0.8972, 0.8495, 0.8236, 0.8218,\n", - " 0.8496, 0.8385, 0.9488, 0.8280, 0.8931, 0.8694, 0.8227, 0.8695, 0.8311,\n", - " 0.8905, 0.8709, 0.8450, 0.8684, 0.9067, 0.7319, 0.8667, 0.8466, 0.8734,\n", - " 0.8543, 0.8924, 0.8797, 0.8763, 0.8934, 0.8827, 0.8924, 0.8829, 0.9186,\n", - " 0.8727, 0.7359, 0.8533, 0.8567, 0.8114, 0.8139, 0.8814, 0.8400, 0.8569,\n", - " 0.8507, 0.9003, 0.8734, 0.8627, 0.8791, 0.9049, 0.7970, 0.8152, 0.8709,\n", - " 0.8780, 0.8703, 0.8860, 0.8968, 0.6612, 0.9258, 0.8621, 0.9034, 0.7897,\n", - " 0.9233, 0.9146, 0.8912, 0.8832, 0.8557, 0.8778, 0.8907, 0.6835, 0.8716,\n", - " 0.8501, 0.8928, 0.8804, 0.9031, 0.8390, 0.8899, 0.8810, 0.8069, 0.9404,\n", - " 0.8383, 0.7030, 0.8785, 0.8522, 0.8844, 0.9508, 0.8925, 0.8791, 0.8525,\n", - " 0.8968, 0.8959, 0.8599, 0.8890, 0.8880, 0.9177, 0.8501, 0.8898, 0.8267,\n", - " 0.9120, 0.8830, 0.8834, 0.8595, 0.8654, 0.9115, 0.8281, 0.8591, 0.8326,\n", - " 0.8874, 0.8633, 0.8689, 0.8748, 0.8764, 0.8710, 0.8201, 0.8483, 0.8756,\n", - " 0.8819, 0.5952, 0.9002, 0.8886, 0.8379, 0.8742, 0.9027, 0.8605, 0.8738,\n", - " 0.8822, 0.9769, 0.9049, 0.8423, 0.8794, 0.9018, 0.8763, 0.8986, 0.8644,\n", - " 0.8414, 0.8583, 0.8876, 0.8772, 0.8746, 0.8756, 0.8748, 0.9027, 0.9035,\n", - " 0.8829, 0.9004, 0.8477, 0.9122, 0.8711, 0.8888, 0.8768, 0.8834, 0.8061,\n", - " 0.8909, 0.8247, 0.6466, 0.8569, 0.8429, 0.9049, 0.9087, 0.8519, 0.8414,\n", - " 0.8937, 0.9034, 0.8398, 0.8841, 0.8888, 0.9095, 0.8742, 0.8549, 0.9058,\n", - " 0.8301, 0.8460, 0.8814, 0.8976, 0.9225, 0.8680, 0.8988, 0.8982, 0.8207,\n", - " 0.9192, 0.8822, 0.8298, 0.8670, 0.7762, 0.8883, 0.8447, 0.8818, 0.8814,\n", - " 0.8456, 0.8827, 0.8975, 0.8729, 0.8495, 0.8610, 0.6367, 0.8330, 0.7869,\n", - " 0.8888, 0.8859, 0.8263, 0.8910, 0.8948, 0.8842, 0.9102, 0.8784, 0.8272,\n", - " 0.8977, 0.8720, 0.8663, 0.8530, 0.5796, 0.8890, 0.8775, 0.8445, 0.8784,\n", - " 0.8829, 0.8899, 0.8831, 0.9092, 0.8909, 0.8955, 0.9011, 0.8852, 0.8782,\n", - " 0.8745, 0.8855, 0.8472, 0.8979, 0.8977, 0.8935, 0.8772, 0.9015, 0.8410,\n", - " 0.8908, 0.8983, 0.9101, 0.8797, 0.8079, 0.8476, 0.7241, 0.9120, 0.8964,\n", - " 0.8545, 0.8562, 0.9000, 0.8367, 0.8573, 0.8675, 0.8748, 0.8773, 0.8278,\n", - " 0.8899, 0.8057, 0.8664, 0.8770, 0.9068, 0.8565, 0.8718, 0.9031, 0.8494,\n", - " 0.8349, 0.9026, 0.9046, 0.8588, 0.8819, 0.9001, 0.8599, 0.8708, 0.9087,\n", - " 0.8999, 0.9033, 0.9158, 0.8867, 0.9773, 0.8856, 0.8493, 0.9158, 0.8425,\n", - " 0.9138, 0.8086, 0.8742, 0.8949, 0.9093, 0.8573, 0.8349, 0.8957, 0.8223,\n", - " 0.8582, 0.8723, 0.8832, 0.9020, 0.9107, 0.8684, 0.8567, 0.8811, 0.8346,\n", - " 0.8949, 0.8830, 0.8492, 0.7941, 0.8749, 0.8583, 0.8376, 0.8922, 0.8760,\n", - " 0.8394, 0.8261, 0.9001], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.4908e-01, 1.2387e-01, -1.9382e-01, -2.6516e-01, 3.2723e-01,\n", - " -2.6683e-01, 2.4730e-01, 6.1491e-02, -7.3449e-02, 2.1492e-02,\n", - " 1.2675e-02, 3.0995e-01, -2.6778e-01, 4.0405e-01, -3.4641e-02,\n", - " 3.9571e-02, -1.6680e-01, -1.2976e-01, -1.3566e-01, 4.2645e-01,\n", - " 3.9993e-01, -3.7809e-01, 1.7936e-01, 2.2313e-01, -1.1832e-01,\n", - " 2.2211e-01, 2.1237e-01, -1.8153e-01, -2.3392e-01, 6.9849e-02,\n", - " -9.2087e-02, 1.3829e-01, 1.6265e-01, -1.9473e-01, 4.6062e-04,\n", - " -1.0237e-01, -2.2683e-01, 2.9074e-01, 2.8178e-01, -3.6748e-01,\n", - " -5.2879e-02, -3.0600e-01, -5.9431e-02, 2.3933e-01, -4.3620e-02,\n", - " -6.2528e-02, -1.5611e-01, -1.1906e-01, 1.2894e-01, -7.0883e-02,\n", - " -2.9995e-01, 9.9230e-02, 2.3311e-01, -2.8561e-01, 8.3432e-03,\n", - " -1.4152e-01, 4.5698e-02, -3.5179e-01, 1.0765e-01, -1.9651e-01,\n", - " -1.8129e-01, 8.5286e-03, -4.7774e-01, -2.7281e-01, -2.4864e-02,\n", - " 1.3102e-01, 8.6735e-02, -3.2567e-02, 8.9957e-02, -1.2802e-01,\n", - " -1.4076e-01, 8.6996e-03, -1.9639e-01, -1.4970e-01, 2.0501e-01,\n", - " 9.9063e-03, 1.4105e-02, 2.4861e-01, 3.0966e-02, 1.8979e-01,\n", - " -7.7188e-02, -5.5435e-02, 5.6634e-02, 2.7114e-01, 4.4619e-02,\n", - " 6.1451e-02, -2.2658e-01, 2.3620e-01, 9.0390e-02, 4.1902e-02,\n", - " 1.7128e-02, -1.3279e-01, 6.7356e-01, -2.4921e-01, 9.9231e-02,\n", - " -1.5657e-02, 3.2357e-01, -2.2846e-01, -5.1368e-02, -7.1767e-02,\n", - " 4.2802e-02, 1.4500e-01, -4.5787e-02, -1.8874e-01, 1.6548e-01,\n", - " 3.4196e-01, -1.0741e-01, -2.9142e-02, 1.1800e-01, 2.1754e-01,\n", - " -5.7510e-02, 4.1775e-02, -2.9146e-01, -3.7388e-01, -1.4622e-01,\n", - " -4.2330e-02, 7.2059e-02, 2.5794e-02, -1.6783e-01, 2.5270e-01,\n", - " -1.0750e-01, -5.8917e-01, -1.6664e-01, 5.5713e-02, -1.0991e-01,\n", - " -1.2644e-01, -6.4919e-02, 1.2673e-01, -7.4835e-03, -2.4770e-01,\n", - " 1.3205e-01, 1.1671e-01, -4.2680e-02, -5.3891e-02, -1.7239e-01,\n", - " -3.0079e-01, -6.9750e-02, -3.7419e-02, -2.0132e-01, -2.5914e-01,\n", - " -4.9117e-03, 8.9486e-02, 1.8712e-02, 3.0112e-02, 1.4473e-02,\n", - " -9.0344e-01, -6.0110e-02, -1.0303e-01, -5.3968e-02, 2.8272e-01,\n", - " -1.9929e-02, 1.0962e-01, -1.2144e-01, 7.9465e-02, 9.0445e-02,\n", - " -1.7963e-01, 1.8165e-01, 3.6240e-01, 1.7090e-01, -1.4041e-02,\n", - " 1.9184e-02, 7.5799e-03, -1.4422e-01, 5.4243e-02, 5.0206e-02,\n", - " 2.3259e-01, 1.2299e-01, -1.9728e-01, -7.7248e-01, -4.3642e-02,\n", - " -1.4283e-01, 1.0638e-01, 7.3260e-02, 3.7032e-01, 9.3441e-02,\n", - " 4.6840e-01, 4.9734e-02, 4.9681e-03, -1.5053e-01, 8.1051e-02,\n", - " -7.2369e-02, -4.3397e-03, -4.9834e-02, 3.5236e-01, 2.1686e-01,\n", - " -1.1804e-01, 3.1861e-01, 1.4513e-01, 2.2797e-01, -3.6351e-03,\n", - " -8.2182e-02, -4.6217e-01, 2.0373e-01, -5.3652e-02, -2.0500e-02,\n", - " 1.0104e-01, 3.1081e-02, 2.0516e-01, -8.0955e-02, -9.0073e-02,\n", - " -1.7379e-01, 1.3866e-01, 1.8480e-01, 8.3222e-02, -8.1217e-02,\n", - " 1.6176e-01, 1.2298e-01, -1.3571e-02, 8.0166e-02, -3.0001e-02,\n", - " 7.3083e-02, -1.8209e-01, 1.6285e-01, 2.3463e-01, -1.4227e-03,\n", - " -3.2271e-01, -1.6259e-01, -6.5370e-02, 3.0021e-01, -2.0402e-02,\n", - " -1.5613e-02, 2.0378e-01, 1.1530e-01, -4.2502e-02, 1.1402e-03,\n", - " 1.7406e-01, 1.5372e-01, -9.3741e-02, 7.5142e-02, -4.6734e-02,\n", - " 1.2181e-01, -5.2953e-02, 1.1573e-01, 7.5447e-03, -5.4073e-03,\n", - " 1.5250e-01, 5.5590e-02, 1.3328e-01, -1.3299e-02, -8.2515e-02,\n", - " 3.5268e-02, -1.0056e-01, -7.0932e-02, -5.1251e-02, -1.0646e-01,\n", - " 9.9978e-03, -2.7321e-01, 8.3973e-02, -1.3280e-01, -4.4828e-01,\n", - " 4.6611e-02, 2.6252e-01, -8.0808e-02, -6.8779e-02, -7.1045e-02,\n", - " -8.1604e-02, -2.7690e-01, -1.1386e-01, 7.9901e-02, 1.8157e-02,\n", - " 1.7551e-01, -2.1507e-01, 1.8739e-01, -1.9230e-02, 2.0729e-01,\n", - " 1.0184e-01, -6.9293e-02, 3.8655e-02, 1.2810e-01, 1.1738e-02,\n", - " 2.5324e-02, 2.8772e-02, 2.8810e-02, -9.8997e-02, -1.6962e-01,\n", - " 1.5131e-01, -1.1425e-01, -2.1760e-01, -4.5138e-02, -2.7204e-01,\n", - " 2.8566e-01, 1.5510e-01, 7.0770e-02, -2.2723e-01, -1.3153e-01,\n", - " -5.9633e-03, 1.0762e-01, 2.9013e-01, 1.5143e-01, -3.5916e-02,\n", - " 6.3297e-02, 6.6008e-02, -2.1061e-01, 1.9628e-02, 2.2970e-01,\n", - " 7.0171e-02, 4.1883e-05, 3.6176e-01, -5.2161e-02, -1.1936e-01,\n", - " -8.6783e-02, -5.4471e-02, -6.6908e-02, 3.1105e-02, 2.9388e-01,\n", - " 2.6489e-01, -2.3535e-01, -1.5412e-01, -2.0185e+00, -1.4089e-01,\n", - " -3.3577e-02, 1.6253e-01, 6.7454e-02, -1.8524e-01, 2.9893e-02,\n", - " -1.8569e-01, -3.9034e-02, -7.3650e-02, -3.0490e-02, -3.5751e-02,\n", - " 1.4023e-02, -7.1914e-02, 8.3594e-02, -1.1021e-01, -2.0924e-02,\n", - " 1.7564e-01, -3.7428e-02, -5.4801e-02, -8.9877e-02, 5.2717e-02,\n", - " -4.3204e-02, -1.0025e-01, -9.8288e-02, 1.9749e-01, -1.2205e-01,\n", - " 2.7310e-02, 9.7316e-03, -8.4249e-02, -3.9363e-04, 6.2876e-02,\n", - " -6.0999e-02, 8.6416e-02, 6.4864e-02, -8.4829e-02, -6.2527e-02,\n", - " 5.1020e-01, -6.5360e-02, -1.9927e-01, -1.2727e-01, -1.9250e-01,\n", - " -2.5504e-02, 1.8653e-01, -8.9002e-02, -1.2349e-01, -4.2752e-02,\n", - " -7.1351e-02, -7.4150e-02, 7.4017e-02, -2.4354e-01, 5.0513e-02,\n", - " 8.1920e-02, -1.0628e-01, -1.2754e-01, 1.9295e-02, 1.0775e-01,\n", - " -1.0230e-01, -5.1375e-03, 5.5683e-02, -1.2699e-01, -7.7957e-02,\n", - " -1.0605e-01, -7.9575e-02, 9.7901e-02, -1.2462e-02, -2.1976e-01,\n", - " -1.7569e-02, -2.7258e-02, -4.7887e-02, -2.3733e-01, -2.2269e-02,\n", - " -2.1753e-02, -2.1152e-01, 1.9606e-01, -2.3574e-01, -6.4681e-02,\n", - " -6.2689e-03, -2.0781e-01, 1.9941e-01, 1.0169e-01, -2.3552e-01,\n", - " 1.0052e-02, 3.0391e-02, 1.6760e-01, 1.9079e-02, 1.8226e-01,\n", - " -5.9280e-02, -7.4923e-02, -1.0552e-01, -3.6297e-02, 4.3477e-02,\n", - " -4.5285e-02, -1.4976e-01, 1.2570e-02, -1.4570e-01, -5.5753e-02,\n", - " -3.8616e-01, 1.8542e-01, -1.0588e-02, 7.3040e-02, -9.1399e-02,\n", - " -2.8767e-01, -2.0149e-01, -1.5190e-02, -1.0988e-02, -9.7871e-02,\n", - " 1.3675e-01, 5.0311e-03, -6.6983e-02, 1.3031e-01, -1.0676e-01,\n", - " -1.0308e-01, -3.4424e-01, 1.0380e-01, -2.0771e-01, -2.4391e-01,\n", - " 1.1163e-01, -1.6806e-03, -1.5776e-01, -1.6872e-01, 1.1109e-02,\n", - " -1.0130e-02, -1.1655e-01, -1.0477e-01, 3.7815e-02, 1.1231e-01,\n", - " 2.0840e-01, -3.0999e-01, -1.1691e-01, -1.1297e-01, -1.6702e-01,\n", - " 5.3092e-02, 5.4440e-02, 8.3041e-02, -3.0208e-01, 1.4027e-02,\n", - " -4.0243e-02, -3.0690e-01, 9.0996e-02, -1.0909e-01, -2.4868e-01,\n", - " -2.1890e-02, 1.8476e-02, 2.0135e-01, -3.5365e-01, 1.5860e-01,\n", - " -5.0192e-02, -9.2075e-02, 7.9052e-02, -2.2766e-02, -1.5634e-01,\n", - " -2.7157e-02, -3.1175e-01, 4.6405e-02, 2.9467e-01, 1.2874e-01,\n", - " -2.3297e-01, -1.7375e-01, 2.6247e-02, 1.5769e-01, 4.0897e-02,\n", - " 8.5116e-02, -2.3572e-01, -4.3676e-02, -6.1113e-02, -1.2978e-02,\n", - " 4.3371e-03, -8.2757e-02, -1.3661e-02, -1.7326e-01, -9.5861e-02,\n", - " -2.5870e-02, 9.9552e-02, -8.8619e-02, 1.6603e-02, -1.7565e-01,\n", - " 6.1347e-03, 1.9212e-01, 1.6928e-01, -3.0247e-01, -7.3087e-02,\n", - " -5.5806e-02, -1.0246e-01, 2.4455e-01, -1.0663e-01, -1.4906e-01,\n", - " 1.7439e-02, -5.9003e-01, 7.5388e-02, -1.3651e-01, 8.1256e-03,\n", - " -2.1577e-02, 2.8644e-02, 3.1208e-02, 2.1346e-02, -1.5259e-01,\n", - " -1.4292e-01, -1.0508e-01, -3.0576e-02, -1.0963e-01, 1.3459e-02,\n", - " -1.0713e-02, -1.2893e-01, 6.7321e-02, -1.4364e-02, -2.4257e-01,\n", - " 2.4263e-01, -1.9213e-01, 1.8522e-01, -2.6677e-01, 1.4725e-01,\n", - " -1.5645e-01, 1.0884e-01, 1.9280e-01, -1.8107e-01, -9.5030e-02,\n", - " -5.1229e-02, 1.1342e-01, 1.7577e-02, 1.0676e-01, 3.2094e-02,\n", - " -2.0288e-01, -1.3674e-01, 6.2849e-02, -2.1011e-02, 2.9177e-02,\n", - " -1.7086e-02, -9.8396e-02, 1.0205e-01, -1.9731e-02, -1.6746e-01,\n", - " 1.0425e-01, -1.5722e-01, -1.0945e-01, 5.6515e-02, -7.3300e-02,\n", - " -6.1232e-01, -1.8454e-01, -2.2980e-01, 8.5435e-02, 1.7077e-01,\n", - " -8.8553e-02, -2.9191e-01, 7.5500e-02, 9.5263e-02, 2.1859e-01,\n", - " -1.2138e-01, 1.2861e-01, 1.5085e-01, 1.4101e-01, -5.5720e-02,\n", - " -1.2266e-01, -1.0041e-01, -1.2753e-01, -8.4831e-02, -5.6529e-02,\n", - " 2.1101e-02, 5.8478e-02, -1.9348e-01, -1.6858e-02, -3.5771e-02,\n", - " 5.0574e-02, -1.8273e-02, 3.3636e-02, 1.2767e-01, 3.3926e-02,\n", - " 4.0594e-02, -1.0906e-01, 1.0634e-01, 1.2692e-01, 3.4079e-02,\n", - " -1.3776e-01, -8.2339e-02, 1.0153e-01, 1.0941e-02, 3.7519e-02,\n", - " 1.0497e-01, 3.9406e-01, -6.2549e-02, -9.2865e-02, -9.7316e-02,\n", - " -1.7678e-02, -2.1788e-01, -1.3640e-02, -8.4834e-02, 1.9414e-01,\n", - " -1.4053e-02, 1.1295e-01, 1.6454e-02, 1.3462e-01, 1.0233e-01,\n", - " 1.2413e-01, 4.5280e-02, -1.6307e-01, 7.0181e-02, 4.4070e-02,\n", - " 8.3682e-02, 4.0648e-02, 1.5755e-01, -2.1351e-02, -8.9363e-02,\n", - " -1.3260e-01, -6.5820e-02, 3.9252e-02, 2.9248e-02, -1.1381e-01,\n", - " 4.7972e-02, -1.2351e-02, -4.6980e-02, 3.6954e-02, 8.5143e-02,\n", - " 2.3897e-02, -1.5198e-01, -4.8888e-02, -1.1015e-01, -7.5341e-02,\n", - " 7.8378e-02, 2.8217e-01, -1.1963e-01, -1.3616e-02, -8.9681e-02,\n", - " 3.7982e-02, 2.3843e-01, -1.5551e-01, 1.8208e-01, 2.8728e-01,\n", - " 1.8034e-02, 8.6419e-02, 1.1385e-02, 7.2312e-02, 2.3695e-01,\n", - " -2.1530e-01, 1.2828e-01, 5.2344e-02, 5.7554e-02, -2.2924e-02,\n", - " -1.0375e-01, 2.3662e-03, -1.0316e-01, -3.5931e-02, 2.5473e-01,\n", - " -5.2978e-02, 3.2919e-02, 1.8880e-02, 1.9944e-01, -1.6244e-01,\n", - " -3.0332e-02, -1.1299e-01, -1.1068e-01, 7.2287e-03, -1.3550e-01,\n", - " 1.5577e-02, -7.9689e-02, 7.5800e-02, -1.1706e-01, 3.1917e-02,\n", - " -1.0668e-01, 7.7809e-03, -4.6894e-02, 6.3662e-02, -9.9579e-02,\n", - " -1.9506e-02, 1.8548e-01, -7.4091e-02, -1.7413e-01, 6.3420e-02,\n", - " -9.2029e-02, 2.5220e-01, 5.6505e-02, 1.0384e-01, -1.1955e-01,\n", - " 1.1596e-01, -8.4455e-02, 2.3554e-01, -1.5994e-01, -1.1280e-02,\n", - " -2.1256e-01, 2.0121e-01, -1.1597e-01, -1.4829e-01, -4.2132e-03,\n", - " -1.9714e-02, 1.3075e-01, 6.9513e-02, 8.5244e-02, -1.4833e-01,\n", - " 2.3104e-01, -2.1775e-01, -9.4482e-02, 6.1282e-02, -2.3996e-01,\n", - " 1.1155e-01, -1.7763e-02, -1.8718e-01, -3.8825e-02, 6.0780e-03,\n", - " 6.6984e-02, 3.1552e-01, 1.9603e-01, 5.2209e-02, -9.1339e-03,\n", - " -1.4537e-01, 1.0152e-01, 5.4608e-02, 9.9402e-02, -2.3387e-01,\n", - " 4.0388e-02, 8.8444e-03, 1.9418e-01, 1.1585e-01, 1.3871e-01,\n", - " -1.3353e-01, -2.0897e-01, 1.4376e-03, -1.0051e-01, 1.1219e-01,\n", - " -2.1526e-02, -3.2484e-02, 3.0378e-02, -2.2317e-01, 9.5877e-02,\n", - " -2.7256e-01, 1.4125e-01, 9.3174e-02, 1.1130e-01, 2.1801e-01,\n", - " 4.2201e-02, 2.3711e-01, -4.9170e-02, -1.5893e-01, -1.0375e-01,\n", - " -1.6157e-01, 1.2011e-02, 8.9855e-02, -1.6744e-01, 5.9672e-02,\n", - " 1.2638e-01, -7.2508e-02, -1.6503e-01, 1.0823e-01, -9.6212e-03,\n", - " -3.0928e-02, -1.9600e-01, -6.5314e-02, 8.6465e-02, -1.0106e-01,\n", - " 4.4698e-02, -4.6217e-01, 1.7706e-01, -1.1506e-01, -2.0777e-02,\n", - " 2.3295e-02, 1.5582e-01, 3.5600e-02, -2.5429e-01, -4.4140e-02,\n", - " -4.2500e-03, -1.0922e-01, -8.1536e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0847, -0.1285, -0.1155, ..., -0.1188, -0.1045, -0.1027],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.3193e-02, 6.1696e-02, -3.0414e-02, 9.2428e-03, 6.2774e-02,\n", - " -1.7475e-02, 2.3334e-03, 9.1366e-02, 4.7319e-03, 4.7712e-02,\n", - " 2.0706e-02, 4.7369e-02, 2.5356e-02, 2.4446e-02, -9.7786e-02,\n", - " 1.5361e-02, 1.4166e-01, -5.6781e-02, 4.0337e-04, -3.8552e-02,\n", - " -6.7246e-02, -8.6694e-02, -6.3326e-02, -7.8780e-02, -2.1428e-02,\n", - " 3.9919e-02, -7.0970e-02, 8.6969e-02, -1.1631e-01, -3.1590e-02,\n", - " 5.5097e-02, 2.2397e-03, 3.8160e-03, 4.0153e-02, -5.4591e-02,\n", - " 8.3612e-02, 1.2654e-02, -1.4941e-02, -6.9888e-02, -6.7275e-03,\n", - " -1.4708e-02, 2.6765e-03, 1.1396e-02, -1.2817e-02, 5.5925e-03,\n", - " -7.8425e-02, -2.6602e-02, 1.1576e-01, 1.8585e-02, -7.5612e-02,\n", - " -6.9502e-02, -8.2003e-02, 6.7378e-02, -3.7439e-02, 4.5865e-03,\n", - " 6.5818e-02, -6.0729e-03, -1.5031e-01, -3.5955e-03, -1.0239e-01,\n", - " 5.3705e-03, 8.1586e-02, -5.0424e-02, -1.0779e-01, 1.4815e-02,\n", - " 6.6385e-02, -9.0652e-02, -4.5643e-02, 3.8518e-02, 1.0355e-02,\n", - " -1.7372e-01, 4.9256e-02, -1.1734e-02, -8.3033e-03, 1.1099e-02,\n", - " 2.9659e-02, 2.8240e-02, -8.8364e-03, -3.5798e-02, 1.3968e-01,\n", - " 3.9540e-02, -3.5522e-02, -1.9526e-02, 1.0553e-01, 5.3856e-02,\n", - " -1.8542e-01, -3.7206e-02, 2.5999e-02, -3.3317e-02, 9.6411e-02,\n", - " -3.1208e-02, -7.5331e-02, 8.8682e-03, -3.0611e-02, 9.5184e-02,\n", - " -8.4191e-02, 1.6084e-01, -8.9065e-03, -5.6921e-03, -8.5800e-02,\n", - " 4.7012e-02, 4.9047e-03, 2.2814e-02, 5.0796e-02, 1.3564e-01,\n", - " 9.9725e-02, -2.9694e-02, 2.0107e-02, -5.1575e-02, -1.6845e-01,\n", - " -1.8236e-02, -3.5151e-02, -5.0757e-02, 3.1386e-02, -3.6550e-02,\n", - " 8.6892e-02, -5.9750e-02, 3.9232e-02, -4.3663e-02, -4.0679e-02,\n", - " -2.5053e-02, 2.4421e-01, -9.1641e-02, -3.3646e-02, 1.6316e-01,\n", - " -1.4626e-01, 5.0700e-02, -1.0753e-04, -3.0286e-02, 5.4625e-02,\n", - " 8.6647e-03, -9.6484e-02, 1.6096e-02, -2.5934e-02, 4.1113e-02,\n", - " 1.8634e-02, 1.0306e-01, 3.6662e-02, 1.9753e-03, 1.5547e-01,\n", - " 3.9577e-03, 1.4248e-02, 1.2194e-02, 1.0581e-02, -8.0264e-02,\n", - " -1.7418e-02, 1.3083e-01, 7.9753e-02, -7.0718e-02, 1.4483e-01,\n", - " -2.0163e-02, 7.7986e-02, -1.5597e-01, 2.1856e-03, -1.2587e-02,\n", - " -1.3366e-01, 5.9010e-02, 3.4749e-02, -5.7156e-02, -2.4720e-02,\n", - " 3.5308e-02, -2.9035e-02, 2.3188e-03, 4.2099e-02, -4.4318e-02,\n", - " 1.4956e-01, 3.2269e-02, -1.0556e-01, 2.8885e-02, -2.8610e-02,\n", - " 5.4887e-02, 1.2133e-01, -4.4706e-02, 3.0671e-02, 5.6144e-03,\n", - " -1.0201e-01, 8.4825e-03, -2.3075e-02, -1.1550e-02, -3.9150e-02,\n", - " 2.6354e-02, 2.0229e-02, -5.9343e-02, -4.0397e-02, 1.3564e-02,\n", - " 1.4825e-02, -2.8627e-02, 6.1330e-02, -2.6856e-02, 1.7781e-02,\n", - " -3.1624e-02, -1.6102e-02, -4.8647e-02, -6.7068e-02, 1.3715e-01,\n", - " 6.6496e-02, -2.1389e-02, 1.1503e-01, -3.9943e-02, -9.0779e-03,\n", - " -3.4099e-02, -3.4969e-02, 3.3652e-02, -1.2307e-01, -3.2205e-02,\n", - " -1.7992e-03, 1.7170e-02, 4.2741e-02, -8.8389e-03, 5.1318e-02,\n", - " 8.1518e-02, -5.1519e-02, 4.1624e-02, 1.3534e-02, 4.6893e-02,\n", - " 1.3769e-01, -1.9921e-01, -1.5143e-02, 6.8204e-02, -8.4591e-02,\n", - " 8.0645e-02, 2.9998e-02, -4.8676e-02, 3.6937e-02, 9.9558e-02,\n", - " 4.1622e-02, 6.9070e-02, 4.7247e-02, 1.8445e-02, -3.1009e-02,\n", - " 4.7099e-02, -1.5114e-03, 1.5826e-02, 1.9309e-02, -1.3659e-02,\n", - " -6.2471e-02, -2.0329e-02, 1.0960e-01, -1.0062e-01, 4.0305e-02,\n", - " -3.7168e-02, -3.7178e-02, -3.1893e-02, -1.5842e-02, 2.1531e-02,\n", - " -8.7198e-02, -1.7491e-01, -8.9077e-02, 3.6280e-02, -1.9724e-01,\n", - " -2.3741e-02, 1.9397e-02, -1.0243e-01, 6.7117e-02, 7.8864e-02,\n", - " -3.3383e-03, -8.3458e-02, 1.7511e-02, 7.7581e-03, 3.3337e-02,\n", - " 1.8714e-02, -6.6034e-02, 3.0365e-02, 1.4291e-01, 2.2725e-02,\n", - " 4.5912e-02, -2.2058e-02, -1.9345e-02, 9.5462e-02, 3.9248e-02,\n", - " -7.2196e-03, -2.5189e-03, -3.9497e-02, 1.3643e-01, 3.5740e-02,\n", - " -1.0243e-01, -1.6788e-01, 1.1585e-01, 9.9881e-02, 1.6297e-02,\n", - " 3.6675e-02, -2.6349e-02, -7.2180e-02, -1.8820e-01, -2.8508e-02,\n", - " 1.7253e-02, -3.0049e-02, 4.1879e-02, 1.9856e-02, 5.8324e-02,\n", - " -1.5683e-02, -9.2131e-02, -6.3312e-02, -7.1657e-02, 6.7526e-02,\n", - " -1.7949e-01, 4.0100e-02, 1.8148e-02, 2.2313e-02, -8.5625e-03,\n", - " 1.7635e-02, 8.6234e-02, 1.0933e-01, 5.0928e-02, -4.8674e-02,\n", - " 3.9759e-02, -8.3747e-02, 9.1889e-02, -3.6738e-01, -1.5018e-02,\n", - " -6.3824e-02, -6.6875e-03, -3.7295e-02, 1.1325e-01, -4.3105e-02,\n", - " 1.1181e-01, -2.5197e-03, -3.8649e-02, -9.9112e-02, 1.3681e-01,\n", - " 1.9658e-02, 3.9101e-02, 3.1422e-02, -1.4681e-01, 4.7991e-02,\n", - " -2.9432e-02, -5.0878e-02, 1.0442e-02, -6.3670e-03, 3.7268e-02,\n", - " 9.8819e-02, -2.6494e-01, -3.8191e-02, 5.2734e-02, -5.7655e-02,\n", - " 3.0656e-02, -1.1810e-01, -9.4131e-02, -1.0491e-02, 3.0859e-02,\n", - " -7.1466e-02, -4.3754e-02, -7.9536e-02, 1.1315e-01, -1.0532e-01,\n", - " 1.4815e-01, -1.2031e-02, 8.5215e-03, 1.5699e-01, 5.2997e-02,\n", - " -3.3737e-02, 8.2002e-03, -5.1279e-02, 6.2042e-02, 3.7784e-02,\n", - " -1.2986e-02, -2.9111e-02, 5.3220e-03, 6.0768e-02, -7.1061e-03,\n", - " 4.6168e-02, -5.4765e-02, 5.3901e-02, 1.8448e-02, 5.9001e-02,\n", - " 3.4759e-02, -1.0341e-01, -1.5591e-02, -1.9240e-02, -1.6959e-01,\n", - " -9.7282e-02, 7.6586e-02, -1.8559e-02, 1.3151e-01, 2.7481e-02,\n", - " 3.0432e-02, 2.0360e-02, -1.2422e-01, -3.1675e-02, 4.6216e-02,\n", - " 4.1936e-02, -5.8775e-02, -2.1788e-02, -6.4134e-02, 4.7432e-02,\n", - " 9.4198e-02, 1.2322e-02, 3.4045e-02, -8.0027e-02, -7.6757e-02,\n", - " 4.6535e-02, -5.8291e-02, 3.9367e-02, -1.7128e-01, 1.0118e-01,\n", - " 3.8415e-03, -4.9895e-02, -1.9445e-01, 4.6231e-02, 3.2733e-02,\n", - " -3.5684e-02, 1.2348e-01, -1.1154e-02, -1.6810e-02, 2.2427e-02,\n", - " -6.2429e-02, -3.1474e-02, -4.8251e-02, -9.3056e-02, 1.8984e-04,\n", - " 9.0583e-03, 8.6479e-02, -2.1725e-02, 5.0894e-02, -9.6771e-02,\n", - " 2.5994e-02, -7.7122e-02, 5.7545e-02, 5.9022e-02, 5.3637e-02,\n", - " 7.4439e-02, -2.7797e-02, 1.1286e-01, 6.9879e-02, 6.2346e-02,\n", - " 7.2730e-02, -5.6907e-02, 4.7392e-03, -2.2133e-02, 1.9041e-02,\n", - " -3.0071e-02, -3.4036e-02, -2.4952e-02, -6.1508e-02, -1.1672e-01,\n", - " 1.4794e-02, -7.4657e-02, -9.1953e-03, 1.5283e-02, -7.6831e-02,\n", - " -1.1535e-01, -2.9873e-02, 1.1560e-01, 4.0823e-02, 3.5282e-02,\n", - " -1.8683e-02, 3.3259e-02, 6.7219e-02, 3.1124e-02, -1.0192e-01,\n", - " -4.8234e-02, -3.6186e-02, 9.0150e-02, -1.7470e-02, 1.7043e-02,\n", - " 7.0461e-02, 3.2304e-02, 5.6021e-03, -1.3806e-01, -4.5189e-02,\n", - " -4.6839e-02, -1.7165e-01, -2.7377e-02, -5.3807e-02, 7.4009e-02,\n", - " 5.4111e-02, -5.6457e-02, -1.4614e-01, -8.3454e-02, 1.0345e-01,\n", - " -5.2123e-02, -2.7161e-02, 3.7367e-02, 2.2510e-02, -3.3462e-02,\n", - " -1.0737e-01, -1.4062e-01, -5.6819e-03, -4.9825e-02, -5.5043e-02,\n", - " 1.2677e-01, -1.7465e-02, -6.7707e-02, -1.7162e-01, -5.8329e-02,\n", - " 6.9060e-04, 4.9649e-02, -6.0287e-03, -4.1616e-02, 3.2487e-02,\n", - " 6.9505e-03, 7.7715e-02, -4.1562e-02, 1.0474e-01, -4.0776e-02,\n", - " -2.5590e-02, 5.0096e-02, 6.5303e-02, 6.2892e-02, 3.5739e-02,\n", - " 2.1696e-02, -6.1961e-03, -3.3149e-02, -6.5646e-03, -4.1281e-03,\n", - " 5.0321e-02, 1.2183e-02, 1.7924e-03, -1.0509e-01, -5.2918e-03,\n", - " -1.0862e-02, -2.6768e-02, 5.6380e-02, -5.9952e-02, -6.7925e-02,\n", - " 5.0548e-02, -1.1497e-01, -1.2809e-01, 1.9187e-02, -2.8654e-02,\n", - " 5.0460e-02, 1.2488e-02, 3.3108e-02, 1.5263e-01, -9.3735e-02,\n", - " -1.8056e-02, -7.1492e-02, -4.7660e-02, 1.9358e-02, 4.2034e-02,\n", - " 7.1707e-02, -1.8754e-03, -1.5485e-02, -9.7430e-02, -7.8159e-03,\n", - " -7.7335e-02, -3.2274e-02, -3.6957e-02, -3.2467e-02, -1.2070e-01,\n", - " -8.0370e-02, -5.4206e-02, 1.5898e-03, -1.9303e-02, -5.9299e-02,\n", - " 4.3355e-02, 6.5522e-02, 4.2278e-02, 3.6946e-02, 6.6319e-02,\n", - " 2.7210e-02, 5.5001e-02, 5.5594e-02, -1.1338e-02, -1.1602e-02,\n", - " -2.8153e-02, 6.3600e-03, -1.1655e-02, 2.2731e-02, 3.1409e-02,\n", - " -2.4729e-02, 1.3115e-01, -1.3296e-03, -1.2185e-02, -1.0660e-02,\n", - " 1.6047e-02, 4.6211e-02, 7.0008e-02, 1.9612e-02, -8.4920e-03,\n", - " 4.3705e-02, 5.4195e-02, 6.7499e-02, 9.9997e-02, -9.4226e-03,\n", - " -4.1924e-02, -1.3924e-02, -2.0435e-01, 6.9626e-03, 3.6331e-02,\n", - " -2.7858e-01, 1.2822e-01, 1.0720e-01, -8.8995e-02, -4.4343e-02,\n", - " -5.7953e-02, 6.2282e-02, -3.3493e-02, -1.3681e-02, 1.0070e-01,\n", - " -2.2497e-02, 2.0616e-03, 1.0779e-02, 1.3922e-01, 4.7188e-02,\n", - " -1.0429e-01, 1.0819e-02, 4.3405e-02, 5.4587e-03, -5.3056e-02,\n", - " 3.0840e-02, 4.1007e-02, -7.5758e-04, 2.0112e-02, 5.8127e-02,\n", - " -7.3880e-02, -2.9966e-02, 1.7235e-01, 2.9041e-02, 7.5667e-02,\n", - " -4.2465e-04, 1.7643e-02, 1.0043e-01, -1.4244e-01, -1.7804e-01,\n", - " 3.2432e-02, -4.4097e-02, 4.3006e-02, -3.7331e-02, -1.0277e-01,\n", - " 1.7347e-01, 1.9166e-01, -3.5467e-02, 4.5209e-02, -5.6387e-02,\n", - " 9.6223e-02, 8.2298e-02, -6.8806e-02, -1.6822e-02, 3.0415e-02,\n", - " 7.5992e-02, -5.3591e-02, -1.1431e-02, 1.1005e-01, -7.9729e-02,\n", - " 7.6659e-03, -4.6789e-02, 4.9577e-02, -3.0401e-02, 8.3421e-02,\n", - " 7.4027e-02, -5.6707e-02, 5.5148e-02, -8.4465e-03, -1.1093e-02,\n", - " 7.5298e-02, 2.9557e-02, 6.7714e-03, -3.2875e-02, 5.9804e-02,\n", - " 8.2721e-02, 3.4886e-02, 3.4073e-02, 1.1920e-01, -7.6276e-02,\n", - " -4.8948e-02, -2.1498e-02, -3.1448e-02, 8.8292e-03, -4.1286e-02,\n", - " -3.7431e-03, 4.8253e-02, -1.1355e-01, -2.9573e-03, -1.9384e-02,\n", - " -1.1001e-02, 6.5338e-03, 6.6579e-02, -5.3184e-02, -3.6235e-02,\n", - " -1.1003e-01, 8.5203e-03, 1.1073e-02, -1.1838e-02, 5.0264e-02,\n", - " -1.4368e-01, -1.9391e-02, 2.0079e-03, 3.9091e-02, 3.6562e-02,\n", - " -2.8407e-02, -5.2782e-02, 3.7331e-02, 1.6678e-02, -3.4163e-02,\n", - " 1.6394e-02, 1.0279e-02, 2.5235e-02, 1.3490e-02, -5.6397e-02,\n", - " 7.8470e-03, -1.0222e-01, -6.6660e-03, 1.0351e-01, 6.8676e-02,\n", - " 2.5114e-02, -7.1583e-02, -4.7836e-02, -5.6187e-02, -8.9400e-02,\n", - " -2.6316e-02, -8.7864e-02, 1.0683e-01, 8.2583e-02, 4.1450e-03,\n", - " 1.8948e-02, -1.1599e-02, -1.6343e-01, 4.7243e-02, 7.2265e-02,\n", - " 2.6492e-02, 4.1961e-02, -2.5109e-02, 1.3410e-01, -1.8804e-01,\n", - " 5.2777e-02, 4.7821e-02, -9.2843e-02, 2.4022e-03, 9.8555e-02,\n", - " 8.6549e-04, 1.8896e-02, -2.2239e-02, -6.6493e-02, 6.7852e-02,\n", - " -1.3036e-02, 3.1947e-02, -7.1311e-02, 1.0847e-01, 4.6095e-02,\n", - " 1.5757e-02, 1.0810e-01, 8.2497e-02, 3.9997e-02, 1.4333e-01,\n", - " -7.6095e-02, 2.2679e-02, 6.9882e-03, 6.5081e-02, 3.4911e-04,\n", - " 1.9732e-02, -2.5342e-02, 1.9004e-02, 8.9478e-02, -5.4429e-02,\n", - " 3.2051e-02, -6.7308e-02, -1.2531e-01, 1.0519e-01, -1.4127e-02,\n", - " 6.2957e-02, 1.3382e-02, -3.3949e-02, 4.7767e-02, -1.0996e-01,\n", - " 1.6009e-01, -1.4209e-01, -8.8265e-02, 2.2497e-01, -1.7973e-02,\n", - " -2.9550e-02, 8.4943e-02, 2.1528e-03, -2.8130e-02, -7.3684e-02,\n", - " -7.4747e-02, -7.4627e-02, -1.7595e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8813, 0.8574, 0.8512, 0.8526, 0.8330, 0.8610, 0.8475, 0.9017, 0.9080,\n", - " 0.8548, 0.8236, 0.7640, 0.8154, 0.7753, 0.8775, 0.8510, 0.8718, 0.8299,\n", - " 0.9056, 0.8005, 0.8296, 0.8071, 0.8740, 0.8761, 0.8322, 0.8631, 0.8166,\n", - " 0.8683, 0.8236, 0.8615, 0.8992, 0.8337, 0.8596, 0.8725, 0.8882, 0.8769,\n", - " 0.8806, 0.8278, 0.8434, 0.7985, 0.8911, 0.8616, 0.8967, 0.8444, 0.9075,\n", - " 0.8404, 0.8393, 0.8953, 0.8783, 0.8907, 0.8322, 0.8688, 0.8408, 0.7435,\n", - " 0.8365, 0.8371, 0.8957, 0.7818, 0.8893, 0.8237, 0.8807, 0.8440, 0.7014,\n", - " 0.8134, 0.8952, 0.8622, 0.8810, 0.8853, 0.8510, 0.8675, 0.8824, 0.8996,\n", - " 0.8637, 0.8418, 0.8741, 0.8176, 0.8747, 0.7882, 0.8101, 0.8368, 0.8875,\n", - " 0.9039, 0.8825, 0.8346, 0.7804, 0.8437, 0.8226, 0.8475, 0.8893, 0.8900,\n", - " 0.8686, 0.8792, 0.6282, 0.8562, 0.8296, 0.8380, 0.7203, 0.7966, 0.8688,\n", - " 0.8941, 0.9195, 0.9096, 0.8622, 0.8116, 0.8199, 0.6073, 0.8599, 0.9117,\n", - " 0.8327, 0.8307, 0.8634, 0.8669, 0.8133, 0.8613, 0.8882, 0.8493, 0.8648,\n", - " 0.8952, 0.8846, 0.8306, 0.8527, 0.6541, 0.8301, 0.8386, 0.7568, 0.8510,\n", - " 0.8646, 0.8282, 0.8680, 0.8181, 0.8891, 0.8565, 0.7160, 0.8449, 0.8812,\n", - " 0.8800, 0.8443, 0.8347, 0.8675, 0.6837, 0.8911, 0.8762, 0.8844, 0.8872,\n", - " 0.8743, 0.4173, 0.8946, 0.8769, 0.8693, 0.8106, 0.8619, 0.8605, 0.7974,\n", - " 0.8914, 0.9066, 0.8281, 0.8619, 0.7919, 0.8546, 0.6623, 0.8849, 0.9010,\n", - " 0.8349, 0.8934, 0.8562, 0.8611, 0.8592, 0.8193, 0.5833, 0.8781, 0.8930,\n", - " 0.8631, 0.8211, 0.8537, 0.8891, 0.6439, 0.8567, 0.8635, 0.8482, 0.8703,\n", - " 0.8802, 0.9204, 0.8634, 0.8509, 0.8726, 0.8707, 0.8594, 0.8608, 0.8937,\n", - " 0.8637, 0.8771, 0.8201, 0.8435, 0.8869, 0.8592, 0.8442, 0.8914, 0.8087,\n", - " 0.8520, 0.8232, 0.8643, 0.8388, 0.6820, 0.8310, 0.8753, 0.8208, 0.8721,\n", - " 0.8286, 0.8925, 0.8309, 0.8310, 0.8830, 0.8280, 0.8409, 0.8666, 0.7001,\n", - " 0.7338, 0.8965, 0.7481, 0.8447, 0.8762, 0.8605, 0.8669, 0.8486, 0.8686,\n", - " 0.6879, 0.8354, 0.8216, 0.8687, 0.8874, 0.8553, 0.8584, 0.8441, 0.8982,\n", - " 0.8702, 0.8446, 0.8535, 0.8207, 0.9000, 0.8150, 0.8630, 0.8876, 0.8766,\n", - " 0.8385, 0.8640, 0.7107, 0.8110, 0.8682, 0.8426, 0.7779, 0.8537, 0.8356,\n", - " 0.8616, 0.8917, 0.9012, 0.8574, 0.8362, 0.8423, 0.8785, 0.8624, 0.8919,\n", - " 0.8551, 0.8650, 0.8673, 0.7859, 0.8217, 0.8785, 0.8540, 0.8686, 0.8906,\n", - " 0.8735, 0.8791, 0.8513, 0.8626, 0.9067, 0.8950, 0.8301, 0.8793, 0.8617,\n", - " 0.8583, 0.7996, 0.8628, 0.9083, 0.7008, 0.8836, 0.8823, 0.8805, 0.8607,\n", - " 0.8243, 0.9175, 0.8250, 0.7715, 0.8520, 0.8779, 0.8334, 0.8210, 0.7295,\n", - " 0.7835, 0.8704, 0.8655, 0.8944, 0.8827, 0.8852, 0.8977, 0.8590, 0.8269,\n", - " 0.7933, 0.8884, 0.4084, 0.8750, 0.8571, 0.7062, 0.8582, 0.8374, 0.8920,\n", - " 0.8502, 0.8911, 0.8807, 0.8632, 0.7858, 0.8681, 0.8550, 0.8368, 0.8743,\n", - " 0.8904, 0.8765, 0.8206, 0.8742, 0.8854, 0.8739, 0.8232, 0.7490, 0.8597,\n", - " 0.8765, 0.8744, 0.8831, 0.8533, 0.9091, 0.8985, 0.8750, 0.8200, 0.9193,\n", - " 0.8375, 0.8845, 0.8442, 0.6381, 0.8866, 0.8460, 0.8815, 0.8751, 0.8688,\n", - " 0.8832, 0.8890, 0.7148, 0.8950, 0.8928, 0.8601, 0.8472, 0.8254, 0.8753,\n", - " 0.8741, 0.8665, 0.8270, 0.8551, 0.8566, 0.8839, 0.8245, 0.8705, 0.8744,\n", - " 0.8418, 0.8784, 0.8750, 0.8840, 0.8707, 0.8572, 0.8885, 0.8927, 0.8753,\n", - " 0.8274, 0.9072, 0.8740, 0.5495, 0.8762, 0.8528, 0.8462, 0.9022, 0.8412,\n", - " 0.8769, 0.8708, 0.8432, 0.8087, 0.8515, 0.8590, 0.8756, 0.8969, 0.9161,\n", - " 0.8513, 0.8384, 0.8752, 0.8864, 0.8555, 0.8056, 0.8523, 0.8846, 0.8031,\n", - " 0.8443, 0.8945, 0.8578, 0.8770, 0.9007, 0.8560, 0.8611, 0.8978, 0.9036,\n", - " 0.8545, 0.8316, 0.8684, 0.8544, 0.8722, 0.7177, 0.8523, 0.7641, 0.8601,\n", - " 0.8381, 0.8428, 0.8618, 0.8833, 0.8498, 0.8771, 0.8214, 0.8864, 0.8550,\n", - " 0.8706, 0.8488, 0.8835, 0.9107, 0.8303, 0.8704, 0.8606, 0.8473, 0.8320,\n", - " 0.8932, 0.8504, 0.6695, 0.8896, 0.8343, 0.8651, 0.8422, 0.8698, 0.8208,\n", - " 0.9086, 0.9044, 0.8646, 0.8158, 0.9006, 0.9114, 0.8883, 0.8775, 0.8445,\n", - " 0.8512, 0.8519, 0.7237, 0.8934, 0.8669, 0.8694, 0.7955, 0.8093, 0.8528,\n", - " 0.8242, 0.8754, 0.8722, 0.8343, 0.8551, 0.8891, 0.8419, 0.8676, 0.8607,\n", - " 0.8766, 0.8285, 0.8542, 0.8760, 0.8453, 0.7799, 0.8644, 0.8501, 0.8655,\n", - " 0.8412, 0.8669, 0.8072, 0.8960, 0.8921, 0.8496, 0.8056, 0.8730, 0.8680,\n", - " 0.8537, 0.6681, 0.8364, 0.8860, 0.8386, 0.8345, 0.8928, 0.8571, 0.8425,\n", - " 0.8242, 0.9002, 0.8442, 0.8629, 0.8781, 0.8810, 0.8420, 0.8347, 0.8439,\n", - " 0.8941, 0.8481, 0.8192, 0.8496, 0.6907, 0.8544, 0.8522, 0.8977, 0.8024,\n", - " 0.8633, 0.8376, 0.8688, 0.9048, 0.8637, 0.8956, 0.8660, 0.7286, 0.8174,\n", - " 0.8114, 0.9067, 0.8627, 0.8975, 0.8630, 0.8596, 0.8728, 0.8486, 0.9381,\n", - " 0.8273, 0.7073, 0.8759, 0.8315, 0.8877, 0.7592, 0.8766, 0.8584, 0.8452,\n", - " 0.8369, 0.8964, 0.7909, 0.8820, 0.8943, 0.8772, 0.8836, 0.8574, 0.8113,\n", - " 0.8722, 0.8671, 0.8984, 0.8307, 0.8624, 0.8928, 0.8519, 0.8675, 0.8412,\n", - " 0.8895, 0.8942, 0.8919, 0.8447, 0.9022, 0.8825, 0.7692, 0.8581, 0.8797,\n", - " 0.9120, 0.7044, 0.8878, 0.8872, 0.8512, 0.8772, 0.8749, 0.8338, 0.8723,\n", - " 0.8767, 0.7994, 0.8949, 0.8207, 0.8931, 0.8974, 0.8651, 0.9117, 0.8572,\n", - " 0.8222, 0.8562, 0.8596, 0.8901, 0.8808, 0.8666, 0.8638, 0.9245, 0.8928,\n", - " 0.8492, 0.8890, 0.8438, 0.8917, 0.8082, 0.8580, 0.8653, 0.8883, 0.8379,\n", - " 0.9000, 0.8324, 0.7439, 0.8819, 0.8234, 0.9080, 0.8738, 0.8219, 0.8358,\n", - " 0.8828, 0.8906, 0.8790, 0.8710, 0.8765, 0.8622, 0.8555, 0.8575, 0.8903,\n", - " 0.8743, 0.8020, 0.8353, 0.8414, 0.8576, 0.8534, 0.8859, 0.8916, 0.8331,\n", - " 0.8655, 0.8642, 0.8610, 0.8890, 0.8087, 0.9034, 0.8833, 0.8577, 0.8949,\n", - " 0.8975, 0.8255, 0.9074, 0.8696, 0.8534, 0.8461, 0.7035, 0.8356, 0.7987,\n", - " 0.8718, 0.8909, 0.8449, 0.8834, 0.9051, 0.8959, 0.8970, 0.8840, 0.8512,\n", - " 0.9065, 0.8445, 0.8793, 0.8503, 0.7292, 0.8738, 0.8515, 0.8184, 0.9029,\n", - " 0.8663, 0.8617, 0.8595, 0.9118, 0.8565, 0.8954, 0.8962, 0.8441, 0.8857,\n", - " 0.8992, 0.8513, 0.8234, 0.9082, 0.8868, 0.8992, 0.8892, 0.8821, 0.8601,\n", - " 0.8985, 0.8706, 0.8370, 0.8303, 0.8259, 0.8512, 0.7235, 0.9122, 0.8712,\n", - " 0.8369, 0.8733, 0.8807, 0.8432, 0.7850, 0.8453, 0.8961, 0.8808, 0.8079,\n", - " 0.8559, 0.8169, 0.8819, 0.8486, 0.9151, 0.8492, 0.8704, 0.9060, 0.8247,\n", - " 0.8195, 0.8797, 0.8977, 0.8559, 0.8646, 0.8835, 0.8547, 0.8545, 0.8513,\n", - " 0.8657, 0.8455, 0.8733, 0.8876, 0.9435, 0.7991, 0.8326, 0.8656, 0.8135,\n", - " 0.8827, 0.8028, 0.8631, 0.8763, 0.8951, 0.8454, 0.8475, 0.8575, 0.8511,\n", - " 0.8594, 0.8631, 0.9036, 0.9041, 0.8887, 0.8229, 0.8564, 0.8613, 0.8296,\n", - " 0.7501, 0.8811, 0.8651, 0.7969, 0.8611, 0.8495, 0.8607, 0.8396, 0.8665,\n", - " 0.8096, 0.8464, 0.9159], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1390e-01, -1.1665e-01, 7.8831e-02, 7.7967e-02, -1.4219e-01,\n", - " 1.2784e-01, -1.4822e-01, -7.8678e-02, -1.9629e-02, -5.5068e-02,\n", - " -4.2984e-02, -1.8579e-01, 1.0454e-01, -2.2779e-01, -5.8268e-03,\n", - " -5.3282e-02, 5.9936e-02, 3.5439e-02, 1.9045e-02, -2.4963e-01,\n", - " -1.7383e-01, 1.6144e-01, -1.4571e-01, -9.3093e-02, 4.3411e-02,\n", - " -1.4294e-01, -1.3664e-01, 6.2726e-02, 7.5539e-02, -6.0494e-02,\n", - " 4.0832e-04, -8.3176e-02, -9.5793e-02, 6.5415e-02, -7.0307e-02,\n", - " 2.6282e-02, 4.2935e-02, -1.5579e-01, -1.5991e-01, 1.0939e-01,\n", - " -3.9300e-02, 1.0368e-01, 3.5295e-03, -1.2932e-01, -3.5269e-03,\n", - " -3.0062e-03, 9.7201e-02, 2.7446e-03, -1.0314e-01, 1.2189e-02,\n", - " 9.3643e-02, -9.2640e-02, -1.7134e-01, 1.0050e-01, -5.6707e-02,\n", - " 3.6613e-02, -4.1702e-02, 1.0311e-01, -8.9570e-02, 7.2566e-02,\n", - " 4.6769e-02, -5.3675e-02, 1.4685e-01, 1.0339e-01, -2.5685e-02,\n", - " -8.7600e-02, -6.6334e-02, -3.7195e-02, -8.0110e-02, 1.3150e-02,\n", - " 1.6758e-02, -1.9003e-02, 6.6557e-02, 1.5249e-02, -1.3911e-01,\n", - " -4.4544e-03, -5.6573e-02, -1.4977e-01, -5.6714e-02, -1.2452e-01,\n", - " 1.7443e-02, -2.5136e-02, -8.1386e-02, -1.5475e-01, -5.9629e-02,\n", - " -8.6546e-02, 8.2098e-02, -1.7970e-01, -7.0450e-02, -3.8163e-02,\n", - " -6.1856e-02, 1.8391e-02, -2.9808e-01, 8.3022e-02, -7.8621e-02,\n", - " -1.3045e-02, -1.6036e-01, 8.6826e-02, -9.0755e-03, 1.2548e-02,\n", - " -3.8580e-02, -1.0711e-01, -3.4880e-02, 5.7908e-02, -1.2068e-01,\n", - " -1.7428e-01, 4.0936e-02, -3.9346e-02, -8.4877e-02, -1.3258e-01,\n", - " -1.6746e-02, -8.8139e-02, 1.3441e-01, 1.3720e-01, 2.1094e-02,\n", - " -1.4026e-02, -7.0517e-02, -6.0341e-02, 1.3067e-02, -1.7649e-01,\n", - " 3.2949e-02, 1.6598e-01, 4.6720e-02, -5.9231e-02, 1.5344e-02,\n", - " 1.5880e-02, 6.3583e-03, -7.9375e-02, -2.4685e-02, 1.0417e-01,\n", - " -1.1213e-01, -1.0103e-01, 6.3944e-03, -8.4543e-03, 5.1865e-02,\n", - " 1.0469e-01, 1.8944e-02, -2.2005e-02, 8.2715e-02, 5.4739e-02,\n", - " -5.3725e-02, -9.0106e-02, -2.3370e-02, -3.8736e-02, -5.7885e-02,\n", - " 2.2179e-01, -7.1403e-03, 6.2460e-02, -3.2305e-02, -1.5639e-01,\n", - " -2.1774e-02, -1.1440e-01, 3.7080e-02, -5.4547e-02, -5.0078e-02,\n", - " 3.1363e-02, -1.3961e-01, -1.9091e-01, -8.7539e-02, -4.9687e-02,\n", - " -2.8066e-02, -6.6049e-02, 3.9579e-02, -6.6498e-02, -7.6860e-02,\n", - " -1.8619e-01, -7.5232e-02, 7.7713e-02, 1.6122e-01, 1.1884e-03,\n", - " 1.2504e-02, -1.0282e-01, -6.8311e-02, -1.9146e-01, -1.1679e-01,\n", - " -1.6831e-01, -8.8271e-02, -3.0835e-02, 3.6159e-02, -6.0488e-02,\n", - " -7.4274e-03, -2.4512e-02, -3.6684e-02, -1.8299e-01, -1.4365e-01,\n", - " 1.8132e-02, -1.7497e-01, -1.0901e-01, -1.4602e-01, -2.0933e-02,\n", - " 2.9321e-02, 1.5511e-01, -1.6747e-01, 1.1587e-02, -2.1141e-02,\n", - " -8.3440e-02, -3.0854e-02, -1.3174e-01, 2.7529e-02, -6.7364e-03,\n", - " 3.6528e-02, -1.4086e-01, -1.2504e-01, -8.3627e-02, 1.1236e-02,\n", - " -1.4942e-01, -1.0115e-01, -2.9840e-02, -4.7005e-02, -3.2924e-02,\n", - " -8.2666e-02, 8.3771e-02, -1.3540e-01, -1.2749e-01, -2.7795e-02,\n", - " 9.1797e-02, 3.6652e-02, -1.6011e-02, -1.6091e-01, -5.4946e-02,\n", - " -5.4214e-02, -1.6053e-01, -1.1983e-01, -5.9900e-03, -5.1154e-02,\n", - " -1.0895e-01, -9.7342e-02, 4.3075e-03, -1.0011e-01, -5.0399e-03,\n", - " -1.1000e-01, 7.1476e-03, -7.2436e-02, -2.4048e-02, -4.7255e-02,\n", - " -1.0045e-01, -7.2288e-02, -1.1302e-01, -3.8734e-02, 1.2784e-02,\n", - " -2.6237e-02, 2.5187e-02, -4.1754e-03, -2.6134e-02, 3.2518e-02,\n", - " -5.3409e-02, 8.9556e-02, -5.5301e-02, 2.5950e-02, 1.3418e-01,\n", - " -7.4396e-02, -9.7121e-02, -1.4815e-03, -8.5810e-03, 1.9281e-03,\n", - " 2.9663e-02, 8.9484e-02, 5.7098e-02, -8.5201e-02, -4.5369e-02,\n", - " -1.0570e-01, 8.3536e-02, -1.3177e-01, -3.2931e-02, -1.4440e-01,\n", - " -1.0173e-01, -2.7385e-02, -4.6725e-02, -1.0274e-01, -5.4094e-02,\n", - " -5.8594e-02, -4.9529e-02, -5.3373e-02, 2.8353e-02, 6.0680e-02,\n", - " -8.1981e-02, 6.1692e-03, 7.1972e-02, -2.2878e-02, 1.0981e-01,\n", - " -1.5983e-01, -1.1674e-01, -6.9300e-02, 4.5295e-02, 1.2084e-02,\n", - " -9.3912e-03, -6.4539e-02, -1.5068e-01, -1.3463e-01, -2.4047e-02,\n", - " -7.1621e-02, -7.4643e-02, 5.5769e-02, -3.3885e-02, -1.5425e-01,\n", - " -6.0234e-02, -2.2631e-02, -2.0503e-01, -1.1604e-02, 5.4391e-02,\n", - " 8.1761e-03, 2.1507e-02, -1.1163e-03, -6.1713e-02, -1.2849e-01,\n", - " -1.7019e-01, 4.6019e-02, 5.9621e-02, -7.0314e-02, 5.2985e-02,\n", - " -2.2976e-02, -8.9172e-02, -5.8457e-02, 8.7454e-02, -8.4727e-02,\n", - " 8.5664e-02, -3.5916e-02, -5.7460e-03, -3.4084e-02, -4.6146e-02,\n", - " -7.4513e-02, -3.8387e-03, -1.0033e-01, 2.9268e-02, -4.3624e-02,\n", - " -1.2249e-01, -3.6546e-02, -3.2154e-02, -1.0369e-02, -5.0400e-02,\n", - " -1.5590e-02, -1.1637e-02, 1.5974e-02, -1.5629e-01, 1.7407e-02,\n", - " -3.0625e-02, -5.8181e-02, -6.1492e-03, -3.9176e-02, -8.4612e-02,\n", - " -2.5534e-03, -1.1055e-01, -7.7808e-02, -1.3482e-02, 9.5974e-03,\n", - " -2.1181e-01, 1.4316e-02, 4.5502e-02, 3.6416e-02, 2.8010e-02,\n", - " -1.0117e-02, -1.4065e-01, -2.4300e-04, 4.3143e-02, -5.6624e-03,\n", - " 8.8525e-03, 1.0983e-02, -5.9229e-02, 9.8544e-02, -4.1654e-02,\n", - " -1.0534e-01, 5.7480e-03, 2.6208e-02, -4.3545e-02, -8.7024e-02,\n", - " -1.5548e-02, -2.1836e-02, -3.8114e-02, 1.0298e-02, -2.0284e-02,\n", - " 3.4147e-02, 2.6439e-03, -9.3330e-02, -5.4738e-02, 4.2688e-02,\n", - " -1.8756e-02, -2.9410e-02, -2.4548e-02, 8.1395e-02, -3.3935e-02,\n", - " -4.3599e-02, 1.1841e-01, -1.1681e-01, 7.1123e-02, -6.3510e-03,\n", - " -4.8680e-02, 5.9464e-02, -1.3177e-01, -8.3339e-02, 9.1023e-02,\n", - " -4.1967e-02, -6.2708e-02, -1.1090e-01, -3.8308e-02, -1.1182e-01,\n", - " -8.5756e-03, 2.7861e-03, -9.3864e-03, 1.6391e-02, -7.6644e-02,\n", - " -9.7901e-03, 4.2064e-02, -3.2841e-02, 3.4349e-02, -2.7945e-02,\n", - " 1.4071e-01, -1.1341e-01, -3.6469e-02, -6.6835e-02, -1.7925e-03,\n", - " 1.4326e-01, 3.8118e-02, -1.6209e-02, -1.1271e-02, 2.2338e-02,\n", - " -9.8916e-02, -4.1670e-02, -1.3785e-02, -8.8816e-02, 1.2707e-02,\n", - " 1.7138e-02, 1.3404e-01, -1.1331e-01, 6.4880e-02, 6.4197e-02,\n", - " -8.6263e-02, -4.9500e-02, 3.1972e-02, 2.2599e-02, -3.0710e-02,\n", - " -2.4831e-02, -6.6243e-04, -8.5255e-03, -5.7810e-02, -1.1216e-01,\n", - " -1.2129e-01, 9.0616e-02, -1.9404e-03, 1.1091e-02, 6.5962e-02,\n", - " -6.2329e-02, -8.2871e-02, -5.4778e-02, 1.0354e-01, -2.9214e-02,\n", - " -8.4231e-03, 6.0036e-02, -7.1029e-02, 8.3194e-03, 6.5129e-02,\n", - " -1.3680e-02, -7.2589e-02, -1.5742e-01, 1.3516e-01, -1.2590e-01,\n", - " -3.1945e-02, -1.6451e-02, -6.8513e-02, -2.4702e-02, 6.0106e-02,\n", - " -3.2388e-02, 7.9071e-02, -6.2730e-02, -1.9677e-01, -1.1503e-01,\n", - " 8.0264e-02, 8.2517e-02, -5.5305e-02, -1.1768e-01, -5.5024e-02,\n", - " -4.0631e-02, 5.5058e-02, -3.0103e-02, -1.3708e-02, -4.7523e-02,\n", - " -1.5087e-02, 1.0196e-02, -7.4297e-03, 4.5909e-02, -3.4873e-03,\n", - " 6.5345e-03, -8.3580e-02, -2.2941e-02, -5.3681e-02, 6.0409e-02,\n", - " -4.4018e-02, -1.0360e-01, -1.1562e-01, 1.1560e-01, -1.4434e-03,\n", - " -2.3169e-02, 3.0068e-02, -1.7445e-01, 4.3186e-02, 6.6103e-02,\n", - " -6.1207e-02, 2.0407e-01, -8.5580e-02, 2.7238e-02, -4.0028e-02,\n", - " -2.4874e-02, -3.9683e-02, -4.6737e-02, -5.0407e-02, 2.1016e-02,\n", - " 5.0805e-02, -1.4510e-03, -1.6641e-02, 3.9254e-02, -5.8193e-02,\n", - " -4.6452e-02, 3.4050e-02, -9.5315e-02, -3.6789e-02, 7.1892e-02,\n", - " -1.7678e-01, 6.4440e-02, -9.4712e-02, 7.1628e-02, -9.9155e-02,\n", - " 3.1993e-03, -9.2809e-02, -1.4075e-01, 4.9495e-02, 2.6812e-02,\n", - " -2.0903e-02, -7.2676e-02, -4.8262e-02, -1.0089e-01, -3.6742e-02,\n", - " 5.9245e-02, 5.7778e-03, -6.8968e-02, -9.2427e-03, -1.9557e-02,\n", - " 5.3600e-03, 1.5975e-02, -8.8211e-02, -5.1822e-02, 4.1611e-03,\n", - " -1.0023e-01, 6.9267e-02, 6.8400e-03, -7.6836e-02, -1.0431e-02,\n", - " 7.3596e-02, 6.7217e-02, 8.5371e-02, -8.0719e-02, -1.2290e-01,\n", - " 3.6945e-04, 1.1718e-01, -6.9809e-02, -9.9024e-02, -1.4840e-01,\n", - " 1.5997e-02, -1.0993e-01, -8.0660e-02, -1.0705e-01, -1.2745e-02,\n", - " -1.2986e-02, 2.4532e-02, 5.3248e-02, 1.9189e-02, -1.3375e-02,\n", - " -3.6296e-02, -7.8239e-02, 4.7332e-02, -2.9053e-02, -1.9499e-02,\n", - " -6.6485e-02, -2.1250e-02, -4.2672e-02, -8.2024e-02, -8.1351e-02,\n", - " -8.9959e-02, -1.3901e-02, -7.0075e-02, -8.2925e-02, -7.1737e-02,\n", - " 4.0327e-02, 1.9277e-02, -9.2309e-02, -5.7053e-02, -5.0018e-02,\n", - " -1.0186e-01, -2.5335e-01, -3.1588e-02, 2.2731e-02, 2.6649e-02,\n", - " -2.7793e-02, 9.5598e-02, -2.7437e-02, 2.6008e-02, -1.2188e-01,\n", - " -3.1583e-02, -1.1452e-01, -4.5263e-02, -9.9991e-02, -9.7824e-02,\n", - " -8.0818e-02, -6.4721e-02, 4.8815e-02, -9.1994e-02, -6.2005e-02,\n", - " -9.3439e-02, -6.3052e-02, -9.4674e-02, -9.1139e-03, -5.1104e-03,\n", - " 2.2302e-02, -7.2592e-03, -6.1536e-02, -4.0224e-02, -1.2194e-02,\n", - " -5.0976e-02, -4.1435e-02, 4.6077e-03, -7.7037e-02, -1.1271e-01,\n", - " -2.8697e-02, 4.5820e-02, 1.2351e-03, 1.7720e-02, -1.3660e-02,\n", - " -4.4712e-02, -1.8344e-01, 1.5368e-02, -3.6642e-02, 9.8411e-03,\n", - " -4.9670e-02, -1.3901e-01, 5.6113e-02, -1.5526e-01, -2.1385e-01,\n", - " -2.9478e-02, -1.0807e-01, -6.2420e-02, -8.5315e-02, -1.4957e-01,\n", - " 6.4303e-02, -8.0532e-02, -6.2750e-02, -8.4264e-02, -1.8904e-02,\n", - " -1.8970e-02, -4.7516e-02, 1.4014e-02, -1.6170e-02, -1.6056e-01,\n", - " -2.4450e-02, -3.3146e-02, -2.1757e-02, -9.9578e-02, 5.7499e-02,\n", - " -3.5133e-02, 1.3578e-02, 7.4952e-03, -2.6173e-02, 2.0284e-02,\n", - " -5.9353e-02, 1.8639e-02, -8.2435e-02, 3.1317e-03, -6.3031e-02,\n", - " 2.5431e-02, -3.2412e-02, 1.5484e-02, -7.1239e-02, 2.5012e-02,\n", - " -3.1950e-02, -1.5165e-01, -2.0520e-02, 5.9398e-02, -5.7582e-02,\n", - " 8.9468e-03, -1.7598e-01, -4.7102e-02, -8.2343e-02, 2.2838e-02,\n", - " -1.1826e-01, 1.6896e-02, -1.2250e-01, 4.9143e-02, -3.1080e-02,\n", - " 8.4133e-02, -1.5245e-01, 3.9442e-02, 8.7750e-03, -4.5157e-02,\n", - " -2.7348e-02, -1.3242e-01, -5.8362e-02, -8.6614e-02, 5.9548e-02,\n", - " -1.7448e-01, 8.1735e-02, 5.3137e-03, -8.9261e-02, 7.2023e-02,\n", - " -1.2011e-01, -2.0418e-02, 6.9912e-02, -2.8254e-02, -5.5049e-03,\n", - " -7.3350e-02, -2.0064e-01, -1.2997e-01, -6.8822e-02, -1.4080e-02,\n", - " 4.4765e-02, -1.2806e-01, -3.2615e-02, -9.6477e-02, 8.4426e-02,\n", - " -7.4945e-02, -1.3258e-02, -9.8831e-02, -9.7651e-02, -9.8774e-02,\n", - " 4.5569e-02, 7.1473e-02, -5.3017e-02, 3.0854e-02, -1.0203e-01,\n", - " -2.5931e-02, -1.9127e-02, -4.3186e-02, 9.1931e-02, -9.0020e-02,\n", - " 7.7260e-02, -1.0540e-01, -6.9562e-02, -5.2821e-02, -1.4137e-01,\n", - " -5.4485e-02, -1.4792e-01, 1.2444e-02, 7.9305e-02, 1.6976e-02,\n", - " 5.6281e-02, -5.0034e-02, -9.4223e-02, 5.0014e-02, -6.4389e-02,\n", - " -9.6374e-02, -1.2395e-02, 1.6991e-02, -7.5919e-02, -4.8153e-02,\n", - " -6.2486e-03, 8.4230e-02, 4.2237e-03, -8.4307e-02, -2.1625e-02,\n", - " -5.7297e-02, 2.3033e-01, -1.1155e-01, 2.9333e-02, -3.7273e-02,\n", - " -4.5407e-02, -1.0447e-01, -5.3914e-02, 8.0090e-02, -4.6270e-03,\n", - " -2.5479e-02, -8.2794e-03, -2.5881e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.7401e-02, -1.9291e-01, 4.3323e-02, 1.7938e-01, -8.0236e-02,\n", - " 2.4005e-01, -1.1202e-01, -7.8751e-02, 1.3820e-01, -2.4162e-01,\n", - " 1.9788e-01, -3.2046e-01, 3.5266e-02, 5.7152e-01, -5.9514e-02,\n", - " -2.5558e-02, 9.7958e-02, -4.7495e-02, -2.0452e-01, 3.0384e-04,\n", - " 3.0269e-01, 4.9826e-02, -2.9197e-02, 2.3859e-01, 1.9353e-01,\n", - " 1.0818e-01, 2.7912e-01, 6.2726e-02, -1.7285e-01, 4.8728e-02,\n", - " 1.9279e-02, -6.0480e-01, 3.9256e-01, -7.9017e-02, 1.6132e-01,\n", - " -1.3183e-01, 3.9428e-02, -1.7957e-01, -3.6977e-01, -9.7590e-02,\n", - " 2.4884e-01, -5.0123e-01, -1.2705e-01, 1.8036e-01, 2.6864e-01,\n", - " -3.3052e-02, 4.0202e-02, -2.3219e-01, -2.2097e-01, -7.6807e-01,\n", - " -1.4138e-01, -3.0365e-02, 1.5214e-01, 2.2344e-02, -1.1351e-01,\n", - " 5.1425e-01, -6.0770e-02, 1.0859e-01, 2.2945e-01, -5.8607e-02,\n", - " 1.5877e-01, 3.0504e-01, 1.5530e-02, -1.7050e-01, 2.5679e-02,\n", - " 3.4530e-02, -4.4972e-02, 1.1572e-01, -1.0898e-02, -2.4639e-01,\n", - " 2.0304e-01, 5.1958e-02, 8.2174e-02, -3.7794e-02, -9.4073e-02,\n", - " 1.0866e-01, -5.7799e-02, 5.4606e-02, 6.5927e-02, -2.3248e-02,\n", - " 3.0077e-03, -4.2155e-02, -3.7933e-02, -4.9624e-02, -1.0784e-01,\n", - " 3.4556e-02, -3.9302e-02, -1.0872e-01, -7.1739e-02, 9.6908e-03,\n", - " 9.0675e-03, -7.1353e-02, -8.7316e-02, 4.7099e-03, -6.6161e-02,\n", - " -2.3102e-02, -8.1012e-03, 6.9632e-02, 1.5587e-02, 9.7417e-02,\n", - " -3.4201e-02, 6.8928e-02, -9.7154e-02, 7.0142e-02, 7.6802e-02,\n", - " 1.1351e-01, 1.1783e-02, 4.7201e-02, 4.3435e-02, -7.4256e-02,\n", - " -9.7082e-03, -4.2258e-02, -1.5530e-02, -9.8819e-02, -1.4638e-01,\n", - " -4.6412e-02, -1.0261e-01, -1.4291e-02, -3.7498e-02, 7.4583e-02,\n", - " 4.3043e-02, -9.8697e-02, -2.0072e-02, 2.0106e-01, -1.4984e-01,\n", - " -6.7465e-02, -1.0095e-01, -8.5957e-02, -3.5652e-03, -1.1572e-01,\n", - " 4.6878e-02, -3.4828e-02, 6.4929e-02, -7.7147e-02, -2.4635e-02,\n", - " 6.6648e-02, -7.9239e-02, -1.7105e-01, -3.7808e-02, 2.5104e-02,\n", - " 4.2505e-02, 2.8048e-02, 1.4517e-01, 4.0346e-02, 9.6284e-04,\n", - " -4.8951e-02, 2.9839e-02, 3.6595e-02, -7.8285e-02, 5.8430e-02,\n", - " -3.1545e-02, 1.3572e-05, 3.9711e-02, 1.2736e-01, -8.7563e-02,\n", - " 3.9859e-02, 1.0033e-01, -7.4510e-02, -1.6218e-03, 3.5997e-02,\n", - " 4.7103e-02, 4.5471e-02, -1.7895e-02, -7.7034e-02, 5.9095e-02,\n", - " -4.3738e-02, 7.9470e-02, 5.1710e-02, 2.1161e-02, 3.7506e-02,\n", - " 6.1330e-02, 3.5609e-02, -1.2313e-01, 2.2542e-02, 5.6095e-02,\n", - " 5.3364e-02, -3.5278e-02, 7.1244e-02, 8.2379e-04, -5.6600e-02,\n", - " -1.1471e-02, -4.4076e-02, 4.8719e-02, 3.7014e-02, -1.7388e-02,\n", - " 1.2162e-03, -1.0723e-01, 3.7519e-02, -3.0026e-02, -3.3506e-02,\n", - " 1.1565e-02, 3.1384e-02, -6.5740e-02, 8.3105e-03, -1.7270e-02,\n", - " 7.8223e-03, 2.5945e-01, -2.7431e-02, 2.2435e-02, -2.7130e-02,\n", - " -7.4701e-02, 4.8946e-02, 7.8298e-02, 2.8335e-02, -6.6221e-02,\n", - " -5.1260e-03, 1.5789e-02, 1.3513e-01, 1.2040e-01, -1.4774e-02,\n", - " -1.4304e-01, -1.7764e-01, 1.2650e-02, 1.3414e-01, 8.3950e-02,\n", - " 1.1077e-01, -3.2819e-03, 5.2631e-02, 2.3453e-02, 6.4731e-03,\n", - " 1.8291e-03, 2.3977e-02, 2.0584e-01, 9.5416e-02, -3.4927e-02,\n", - " -1.7747e-01, -1.0400e-02, 9.0581e-04, 1.6166e-02, 5.9650e-04,\n", - " -4.8536e-02, -1.0709e-02, -9.3212e-02, -6.7488e-02, 1.1837e-01,\n", - " 1.2597e-02, 6.4708e-03, -9.4143e-03, 7.5260e-02, 5.7329e-02,\n", - " -8.8307e-02, -6.3424e-02, 1.6317e-02, -3.5685e-02, -6.1375e-02,\n", - " 2.3274e-02, 1.9794e-02, -9.0860e-03, -7.3606e-02, 9.4653e-02,\n", - " -2.8704e-02, -4.9168e-02, -2.9979e-02, -9.5690e-04, -1.3449e-01,\n", - " -1.3013e-02, -3.5617e-02, 9.0639e-02, -1.1522e-02, 8.8135e-03,\n", - " 1.6642e-02, 4.7921e-02, -3.1218e-02, 6.6427e-02, 2.2744e-02,\n", - " 1.6848e-01, 2.0963e-02, 8.0559e-02, 2.5272e-02, 4.7366e-03,\n", - " 4.9050e-02, -2.0236e-02, 5.1112e-02, 3.3184e-02, 2.3881e-02,\n", - " -2.0470e-02, 6.0018e-03, 7.2297e-02, -1.9234e-02, 1.5953e-01,\n", - " 2.2193e-02, 8.5221e-02, 2.5792e-02, -5.1984e-02, 3.1775e-02,\n", - " 8.4801e-02, 1.1435e-01, 3.5538e-02, -2.1207e-02, 8.3370e-02,\n", - " 2.7088e-02, -8.8519e-02, 9.1213e-02, 9.5087e-02, -1.2118e-02,\n", - " -8.5363e-02, 8.6120e-03, 1.2580e-02, -7.6445e-02, 9.3554e-03,\n", - " -5.4501e-02, -8.5012e-02, 1.8553e-02, -6.7776e-02, -6.8568e-02,\n", - " 2.3525e-02, 1.3468e-02, 1.0999e-01, -8.7911e-02, 1.0159e-01,\n", - " -5.1901e-02, 3.6815e-02, -3.4808e-02, 4.5627e-02, -8.6520e-02,\n", - " -2.3993e-02, -1.5043e-02, 2.7044e-02, -2.3963e-02, -5.5387e-03,\n", - " 8.8432e-02, 2.8200e-01, -2.5186e-01, -1.5410e-02, -1.6501e-02,\n", - " -1.4623e-03, -3.3067e-02, -3.3572e-02, -1.1046e-01, 5.6020e-02,\n", - " -1.3662e-02, -1.0006e-02, 9.0125e-02, 7.4870e-02, -1.2805e-01,\n", - " -2.1124e-01, -2.9786e-02, -1.3784e-01, 6.4861e-02, -9.5555e-02,\n", - " -1.2770e-01, 1.0024e-01, 1.4802e-02, -4.4453e-02, -8.7169e-02,\n", - " -3.9633e-03, -2.4002e-01, 5.7239e-02, 1.0228e-01, -3.3580e-03,\n", - " -9.9570e-02, 9.5709e-02, 5.9332e-02, -1.1028e-01, 1.9294e-01,\n", - " -1.4885e-01, 6.1422e-02, -4.2677e-02, -7.5416e-02, -3.4016e-02,\n", - " 2.7294e-02, -5.3553e-02, 2.9993e-02, -3.1759e-02, 4.0601e-01,\n", - " 2.3167e-02, 3.2866e-02, 4.1195e-02, -5.6629e-03, -3.2880e-02,\n", - " -9.0919e-02, -3.3525e-02, 3.9037e-02, 6.9891e-02, -8.6486e-03,\n", - " 3.0687e-02, 9.5992e-02, -4.4150e-02, -6.4296e-02, -3.0199e-01,\n", - " -2.2590e-01, -4.1151e-01, -4.3698e-01, 7.5826e-02, -2.4988e-01,\n", - " -8.2912e-02, -3.4150e-02, 1.7640e-01, -1.0418e-01, 2.3403e-02,\n", - " -2.0422e-01, -1.2157e-02, 3.6635e-02, 2.1835e-01, -1.2326e-01,\n", - " 3.8653e-02, 5.7464e-02, 2.0802e-03, -8.1775e-02, -1.7244e-01,\n", - " -6.4426e-02, -1.0049e-01, 2.9854e-02, -1.8018e-01, 4.8382e-02,\n", - " -3.8950e-02, -6.3456e-02, -1.5157e-01, -3.9102e-02, -3.3721e-02,\n", - " -2.4625e-01, 5.4934e-03, 1.3207e-01, -8.3650e-03, 8.7725e-02,\n", - " -2.9042e-01, 2.7721e-01, 1.0687e-01, 4.1447e-02, -1.5541e-01,\n", - " -9.4352e-02, -1.7287e-01, -4.3980e-02, -6.5762e-02, -5.7427e-02,\n", - " 6.6827e-04, 5.9933e-02, 1.3544e-01, -7.2072e-02, 7.1482e-02,\n", - " -8.5740e-02, 8.3660e-02, 1.0695e-02, 3.3234e-02, -7.0859e-02,\n", - " 1.9967e-02, -1.1350e-01, 1.6345e-02, 6.8226e-02, -2.1934e-01,\n", - " 4.6143e-04, -2.5745e-02, -3.2159e-01, 1.5358e-02, 7.9365e-02,\n", - " -3.4820e-02, -1.4596e-01, 7.2880e-02, -2.0824e-05, 4.7024e-02,\n", - " 2.5688e-01, -4.7095e-01, -6.6639e-02, 4.8159e-01, 2.6234e-01,\n", - " 3.5385e-01, 3.9258e-01, -3.4655e-01, -1.9475e-01, -9.8058e-02,\n", - " 8.9933e-02, -5.7762e-02, -1.6486e-01, 1.5234e-01, -3.8826e-01,\n", - " -2.0400e-01, -2.3079e-01, -2.1718e-01, -8.6208e-02, -1.4926e-01,\n", - " -2.0054e-01, -2.7061e-01, -1.2592e-01, -1.6973e-01, 2.1768e-01,\n", - " -1.5391e-01, -2.4069e-01, 2.1508e-01, -2.5296e-01, 4.2894e-01,\n", - " 3.7157e-03, 4.0459e-02, -4.6713e-01, -2.9303e-02, 2.1096e-01,\n", - " 1.6176e-01, 6.1145e-04, 1.8605e-01, -1.3775e-01, 3.4399e-01,\n", - " -5.6662e-01, -2.7615e-01, -5.0557e-01, 2.8335e-01, -5.8811e-01,\n", - " -7.0092e-01, 2.8765e-01, 3.3375e-01, -1.7870e-01, 2.1806e-01,\n", - " 2.2881e-02, -3.0103e-01, 1.0171e-01, -1.7965e-01, -1.1183e-01,\n", - " 7.2925e-02, -3.9713e-01, -1.0196e-01, -1.0436e-01, 7.9703e-02,\n", - " -5.9812e-02, -5.3056e-01, 6.5432e-02, 3.6535e-02, -5.3827e-02,\n", - " -6.2709e-02, -2.8601e-02, 5.2201e-03, 4.7674e-02, -6.8753e-02,\n", - " 9.7936e-02, 3.5278e-02, -2.0344e-02, -3.9926e-02, 3.8153e-02,\n", - " -1.1066e-01, -1.0533e-01, -8.5338e-03, -2.0358e-02, -6.9203e-02,\n", - " -2.9690e-02, -1.1890e-01, -5.2118e-02, 9.9308e-02, -6.5722e-02,\n", - " -6.0665e-02, 3.2036e-02, -1.4648e-01, -1.5592e-02, -6.1896e-02,\n", - " 2.2321e-03, -9.4182e-03, -1.2984e-01, 4.7386e-02, 9.7452e-02,\n", - " -2.6901e-02, -3.1980e-02, -2.7670e-02, 3.0195e-02, -2.8657e-02,\n", - " -1.7345e-02, -1.3053e-02, -8.2754e-02, -5.6725e-02, 4.4882e-02,\n", - " 5.9572e-02, -2.3670e-02, 1.8529e-02, -7.2095e-02, 6.0430e-03,\n", - " -1.3751e-02, 7.8475e-02, -4.7651e-03, 1.5870e-01, 5.7106e-02,\n", - " -1.9217e-02, 1.0148e-01, -2.0870e-02, -3.3065e-02, 5.4554e-02,\n", - " 3.1362e-02, 5.4967e-02, -1.7688e-02, -2.6511e-02, 5.2095e-02,\n", - " 5.4950e-02, 3.0885e-02, -2.7935e-01, -1.7911e-01, -3.6325e-02,\n", - " 8.0177e-02, -9.2838e-02, 2.6680e-01, 5.2826e-02, 5.2659e-01,\n", - " 2.3738e-02, -2.7004e-02, -1.1598e-01, 8.2998e-02, -5.3937e-03,\n", - " 1.2544e-01, 4.6839e-02, 1.3354e-01, -6.8599e-02, -7.4546e-02,\n", - " -7.6010e-02, -7.5588e-02, -1.3243e-01, -4.3550e-01, -3.6437e-01,\n", - " -2.3909e-02, -1.5308e-03, -1.0018e-02, -2.7686e-02, 1.8601e-02,\n", - " -2.1496e-03, 1.0781e-01, -1.0217e-01, -6.2894e-02, 6.3951e-02,\n", - " 2.2398e-02, -1.0495e-01, -1.0544e-01, 4.1004e-02, -6.6425e-03,\n", - " -3.1254e-03, -1.4618e-01, -2.8819e-02, 4.8572e-03, 5.5334e-02,\n", - " -2.4217e-01, -2.2615e-01, -1.6632e-01, -9.2963e-03, 2.9202e-02,\n", - " -6.0500e-04, -2.3830e-01, -1.0281e-01, -1.0042e-01, 4.7992e-03,\n", - " 3.5260e-01, -1.2483e-01, -1.1267e-03, 2.3980e-02, -1.2845e-01,\n", - " 1.9506e-01, 9.3427e-02, -1.6417e-02, 6.6907e-02, 9.7830e-03,\n", - " 4.8175e-03, 7.3457e-02, 5.4863e-02, 7.7609e-02, 7.5370e-02,\n", - " -1.4311e-01, -3.1666e-02, -9.1558e-02, 1.0005e-01, -6.1133e-02,\n", - " -1.1792e-01, 9.4439e-02, 5.4228e-03, -2.7255e-02, 7.1354e-02,\n", - " 1.1114e-01, -3.9307e-02, 8.5591e-02, -2.6156e-02, 8.7522e-02,\n", - " -1.1720e-02, 1.2673e-01, -1.9623e-02, -4.9810e-02, 4.1353e-02,\n", - " 2.1537e-02, 3.2684e-02, -6.0462e-02, -5.7426e-02, 3.7954e-02,\n", - " 1.2734e-01, -2.6477e-02, 2.0659e-02, 1.0931e-03, -1.0296e-02,\n", - " -1.2209e-01, 5.4027e-02, 3.3193e-02, 1.1389e-01, 1.4029e-01,\n", - " -6.6942e-03, 1.0500e-02, -1.1846e-01, -2.1476e-02, 9.7272e-02,\n", - " -1.1038e-01, -3.9916e-02, 1.1623e-01, 7.3951e-02, 7.8511e-02,\n", - " -1.4695e-02, -2.5335e-02, 1.8448e-01, -1.7120e-02, -3.6414e-01,\n", - " 6.1059e-02, 3.4991e-02, -1.8360e-01, -5.5163e-02, 1.2012e-02,\n", - " -1.1553e-02, 1.0856e-02, 1.2387e-01, 5.9824e-02, 4.5210e-02,\n", - " 1.2616e-01, -5.2116e-02, -2.8955e-01, -2.5435e-02, -3.5189e-02,\n", - " -2.8003e-01, -1.6785e-03, 2.0809e-02, -1.8647e-02, 3.6469e-02,\n", - " 1.0084e-01, -3.1630e-02, 1.4494e-01, 2.7698e-02, 9.1592e-02,\n", - " 1.7535e-02, -6.8275e-02, -6.4260e-03, -1.7920e-01, 7.6568e-02,\n", - " 1.5092e-01, 1.3750e-02, 1.4350e-02, -3.1672e-02, -6.9084e-02,\n", - " -2.6363e-02, 2.6504e-03, -3.0310e-01, 1.5175e-02, 1.5714e-02,\n", - " -6.7489e-02, -4.6076e-02, -2.4279e-02, 3.4887e-02, 4.4388e-02,\n", - " -3.8094e-05, 8.2800e-03, -5.3391e-02, -3.3122e-02, 1.3488e-03,\n", - " -8.6461e-03, -7.5108e-02, 9.4278e-03, -9.8894e-02, -1.7617e-01,\n", - " 5.8668e-02, -6.0852e-03, -8.1850e-03, -1.5102e-03, -1.4256e-01,\n", - " 2.7651e-02, 1.3266e-01, -4.5344e-02, 3.4987e-03, 4.7621e-02,\n", - " 1.4191e-01, -6.6175e-02, 4.5432e-02, 2.9622e-02, 3.3786e-02,\n", - " -2.9737e-02, 1.0960e-02, 6.1805e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.8864e-03, -3.7920e-03, -1.0204e-02, 9.6965e-03, -9.4182e-04,\n", - " -9.1801e-03, -6.6994e-03, -6.8458e-03, 1.0434e-03, 1.1223e-02,\n", - " -6.3290e-04, -1.4645e-02, -1.7272e-03, -1.7601e-04, -5.9446e-03,\n", - " -2.0997e-03, -3.7822e-03, 8.9314e-03, 6.8931e-04, -9.1639e-03,\n", - " 7.5055e-03, 8.7156e-04, 6.5694e-03, -6.9106e-03, 4.8351e-03,\n", - " -1.1603e-03, 5.5579e-03, 4.9860e-03, 1.3077e-03, -3.7074e-03,\n", - " -2.7086e-03, 8.2095e-03, -3.3429e-03, 4.0947e-03, 7.9517e-03,\n", - " 3.0151e-03, 5.9390e-03, 2.5865e-03, 3.6677e-04, 1.1440e-02,\n", - " -1.6160e-03, -3.2119e-03, 2.7412e-03, 2.6648e-03, -1.1376e-02,\n", - " -7.2017e-03, 2.1323e-03, -6.9598e-05, 7.5300e-03, 5.3440e-03,\n", - " 7.6919e-04, -2.5566e-03, -6.7765e-03, -2.5441e-03, -3.3530e-03,\n", - " 9.6085e-04, 5.9524e-03, 8.5567e-03, -9.3078e-03, -2.2102e-03,\n", - " -3.1527e-03, -1.3124e-03, -5.5001e-03, 1.4377e-03, -3.4542e-03,\n", - " -2.0842e-03, 1.8147e-03, -2.7070e-03, 8.9651e-03, 6.5369e-03,\n", - " -4.4592e-03, -1.8053e-03, -5.5572e-04, -8.1231e-04, 2.2218e-03,\n", - " -6.3143e-03, -2.3270e-03, 9.6768e-04, -2.5219e-03, -5.3091e-04,\n", - " 1.2673e-03, -9.8661e-05, 3.1251e-04, -1.1379e-03, -3.0799e-03,\n", - " -4.2686e-03, -4.7291e-03, -2.1221e-03, 4.3327e-03, -1.3494e-03,\n", - " -1.7631e-03, -2.0291e-03, -1.9567e-03, -3.6595e-05, -3.4878e-03,\n", - " 1.4382e-03, -1.5259e-03, -9.2281e-03, -2.3213e-03, -2.2544e-04,\n", - " -2.4641e-03, -9.4448e-03, -2.6212e-03, -7.5622e-03, 3.1935e-03,\n", - " -2.8990e-03, 1.1717e-03, 7.6283e-03, 1.7658e-04, -6.1153e-04,\n", - " -3.2401e-04, 6.5781e-04, 3.1908e-03, -2.0966e-03, -5.4493e-03,\n", - " 3.1613e-03, -3.9642e-03, -4.5325e-03, 3.4783e-03, 8.8594e-04,\n", - " 2.6833e-03, 1.7678e-03, -4.0250e-04, -5.1945e-03, 1.6859e-03,\n", - " 1.6479e-03, -4.1935e-03, -5.7644e-03, -4.6200e-03, -1.4830e-03,\n", - " 1.5467e-03, -6.2534e-04, -1.4941e-03, 2.8613e-04, 1.8572e-03,\n", - " -6.1249e-03, 6.0235e-04, -4.2025e-04, -1.9017e-03, -1.5404e-03,\n", - " -1.7946e-03, 5.1760e-03, -3.1946e-03, 4.7664e-04, -8.2404e-04,\n", - " 3.8312e-04, -1.5869e-03, 1.6525e-04, -1.2294e-03, -4.4211e-03,\n", - " 6.8137e-04, -3.8578e-04, 2.0197e-03, -1.0238e-03, 5.8450e-04,\n", - " 1.0547e-03, -1.4884e-03, -8.7190e-05, 3.8967e-04, 1.1453e-04,\n", - " -5.0942e-03, 9.1090e-04, -2.2266e-03, 2.0957e-03, -2.2978e-04,\n", - " 7.8712e-03, -2.5771e-03, -8.2943e-04, -1.2981e-03, -4.4920e-03,\n", - " 2.3816e-03, 1.4135e-03, 1.6135e-03, -1.2878e-03, 1.7790e-03,\n", - " -3.8769e-04, -6.4455e-03, 1.9155e-04, -1.5852e-03, 6.1532e-04,\n", - " 3.3506e-03, -2.0754e-03, -1.0843e-03, 2.7724e-03, -2.4932e-03,\n", - " -4.0104e-04, -2.2142e-03, 2.0399e-03, -2.4692e-03, 2.2686e-03,\n", - " -9.1335e-04, -9.8656e-04, -2.3671e-03, 9.2383e-03, -1.4735e-02,\n", - " 4.1297e-03, 8.6690e-03, 1.8570e-03, 2.2227e-03, -7.9687e-03,\n", - " 3.5640e-04, 2.3982e-03, -1.1389e-03, 5.5696e-03, -3.6811e-03,\n", - " 5.0381e-03, -1.7867e-03, 8.3245e-04, -7.3718e-03, 5.9949e-03,\n", - " -1.7438e-03, -8.1021e-03, 6.4859e-03, 5.7550e-03, 2.9357e-03,\n", - " 5.7179e-03, 4.6345e-03, 5.9657e-03, 4.8382e-03, -1.5555e-03,\n", - " 1.1156e-03, 4.5944e-03, 1.5010e-02, -2.0269e-03, -4.8763e-03,\n", - " -2.0839e-04, -5.1766e-03, 1.7482e-03, -1.8701e-03, 1.1025e-04,\n", - " -5.6711e-03, 2.1185e-03, -7.2874e-03, 2.2598e-03, 1.0162e-02,\n", - " 1.8845e-03, -1.4699e-03, -3.7169e-03, -2.6841e-03, -1.6907e-03,\n", - " -6.3081e-03, 4.3452e-03, 4.6513e-03, -5.9412e-03, 8.4986e-03,\n", - " 2.9962e-03, -4.8494e-04, 1.3852e-03, -8.3101e-03, 4.3592e-03,\n", - " 4.3225e-03, 1.3832e-03, 2.7971e-03, -1.1173e-03, -1.3535e-02,\n", - " -2.3157e-03, -2.3111e-03, 1.1161e-03, 5.7665e-03, -8.4509e-04,\n", - " 2.7114e-04, -8.9070e-04, 3.0386e-04, -4.6601e-04, -2.0390e-03,\n", - " 6.6251e-03, -3.0459e-03, 9.1050e-04, -9.0437e-04, -1.1776e-04,\n", - " 2.9888e-03, -3.3928e-03, 1.6084e-03, -3.1888e-03, 2.4842e-03,\n", - " -6.1281e-05, -1.4499e-03, 2.5702e-03, -7.3600e-04, 7.7803e-03,\n", - " 4.8451e-03, -5.9787e-04, -4.6689e-03, -7.9980e-03, 9.8724e-04,\n", - " -3.2834e-04, 4.4747e-04, -1.0137e-03, 1.5330e-03, -4.0473e-04,\n", - " -3.2741e-03, -6.7506e-03, 5.2435e-04, 2.0359e-03, 1.4207e-03,\n", - " 2.9997e-03, -3.8783e-03, -5.6306e-04, -3.4150e-03, 3.6326e-05,\n", - " -3.7099e-03, -3.5370e-03, 1.8841e-03, -5.1860e-03, -1.7327e-03,\n", - " -8.6447e-04, -2.0851e-03, 6.1789e-03, -3.3506e-03, 1.0383e-02,\n", - " -3.2912e-03, 5.1046e-03, -8.8663e-04, -1.3625e-03, -7.3437e-03,\n", - " 8.1199e-04, 7.3736e-04, 2.4696e-03, 3.0135e-03, 3.9140e-03,\n", - " 3.8263e-03, 9.8112e-03, -1.2032e-02, -5.9389e-03, 2.8625e-03,\n", - " -2.6579e-03, 5.9393e-04, 1.6701e-04, -9.0945e-03, -1.1272e-03,\n", - " -4.5967e-03, -5.8125e-03, 2.0422e-03, 5.5889e-03, 1.6407e-05,\n", - " -4.2698e-03, -8.8266e-03, -1.1785e-02, 5.4829e-03, -4.7904e-03,\n", - " -1.5639e-02, -2.2440e-03, 3.5186e-03, -8.7062e-04, -4.1537e-03,\n", - " -1.0835e-02, -9.7388e-03, 1.6305e-03, 8.7105e-03, -6.3246e-03,\n", - " -4.8037e-03, 1.2816e-03, -3.2646e-03, -4.7552e-03, 5.3130e-03,\n", - " -9.9705e-03, 7.4446e-03, -4.1645e-03, 3.2563e-03, -9.0932e-03,\n", - " 4.2611e-03, -4.2160e-03, -1.5179e-03, -2.4368e-03, 9.5646e-03,\n", - " 4.4721e-03, -3.6140e-03, 7.5697e-03, -5.9208e-03, -1.0227e-02,\n", - " -6.3301e-03, 6.7129e-03, 6.3966e-03, 6.7046e-03, -1.6842e-03,\n", - " 4.1417e-03, 7.1355e-03, -2.9689e-04, -7.0472e-03, -9.7944e-03,\n", - " -5.1884e-03, -8.6330e-03, -1.4939e-02, -1.8159e-03, 4.6790e-04,\n", - " 4.7333e-03, -5.9530e-03, -5.6735e-05, 6.6876e-04, 2.3838e-03,\n", - " -2.1449e-03, -4.1451e-03, -9.3098e-04, 3.0214e-03, 1.3008e-03,\n", - " -1.1650e-03, 1.2669e-03, -1.4863e-03, -1.3163e-03, 3.6620e-04,\n", - " -1.6640e-03, -1.1364e-03, -1.8480e-03, -9.0164e-04, 1.1377e-03,\n", - " 1.2703e-04, 1.2299e-03, -5.0128e-03, -1.0981e-03, -3.5256e-03,\n", - " 1.9365e-03, 4.0605e-03, 4.2061e-03, 2.0532e-04, 9.9544e-04,\n", - " -3.9466e-03, 1.4191e-03, 2.3726e-03, -1.2348e-03, -8.5911e-04,\n", - " -7.6963e-03, 1.6002e-03, -1.9623e-03, -2.0168e-03, 1.4708e-03,\n", - " 2.7847e-03, -2.2359e-04, -2.6114e-03, 4.3120e-03, 2.9389e-03,\n", - " -4.3910e-05, 7.6802e-04, 3.4301e-03, 1.8255e-03, -7.2051e-04,\n", - " -3.8689e-03, 8.7396e-04, 2.4040e-03, 9.9436e-04, -2.9554e-03,\n", - " 3.0419e-03, 4.7947e-03, 5.2486e-04, -2.1069e-03, 6.5562e-03,\n", - " -4.0207e-03, -1.9228e-03, 6.2938e-03, -2.2470e-03, 3.7082e-03,\n", - " 6.0265e-04, -2.2564e-03, 5.5990e-03, 1.6672e-03, -7.3592e-04,\n", - " -7.7785e-04, -1.1941e-03, -3.3078e-03, 2.9185e-03, -1.1964e-03,\n", - " 1.1070e-03, 4.2601e-03, -3.1079e-03, -6.9167e-04, -4.2888e-03,\n", - " 4.5363e-03, -2.5049e-04, -2.2041e-03, 1.4667e-03, 7.1591e-05,\n", - " 1.4709e-03, -5.4180e-04, 1.2851e-03, -2.9364e-03, 1.7520e-03,\n", - " 2.5921e-03, -5.9296e-04, -2.3190e-06, 1.7449e-03, 5.9809e-03,\n", - " -3.8634e-03, 3.5763e-03, -4.2118e-04, -1.5737e-03, 1.6124e-03,\n", - " 2.0291e-03, -1.7407e-03, -2.4228e-03, -1.3183e-03, -4.1393e-05,\n", - " -1.4261e-03, -1.7750e-03, -2.8010e-03, -1.4559e-03, 2.9431e-03,\n", - " -1.1614e-03, 5.4140e-04, 1.0681e-03, -1.6632e-03, -1.7974e-03,\n", - " 3.5012e-03, 1.3842e-03, 2.5939e-04, 4.0897e-04, -1.1220e-03,\n", - " 2.4114e-03, 6.6540e-03, -2.3331e-03, -1.7094e-03, 2.6322e-04,\n", - " 3.5295e-03, -4.1708e-03, 8.7087e-04, 2.5144e-03, 6.1607e-03,\n", - " 4.3703e-04, 4.5960e-03, -2.5320e-03, 2.9805e-03, -3.3104e-03,\n", - " 1.8067e-03, -1.2367e-02, 3.9774e-04, 4.1174e-03, 1.8460e-03,\n", - " -2.4544e-03, -6.3479e-03, 7.4358e-03, -4.4827e-07, -2.0132e-03,\n", - " 4.2510e-03, 5.9132e-03, 1.7954e-03, 1.3392e-03, 4.1095e-03,\n", - " -2.3878e-03, -2.9876e-03, -4.6853e-03, -2.2183e-04, -1.2802e-03,\n", - " -1.0531e-03, -3.4892e-03, -3.1661e-03, 1.6409e-03, 3.1161e-03,\n", - " 1.0700e-03, 3.6358e-04, -4.6413e-04, -6.3655e-03, -2.7087e-03,\n", - " -4.3630e-03, -5.3657e-03, -3.7727e-03, -2.4930e-03, -8.9650e-03,\n", - " 7.1695e-03, -2.8698e-03, -1.4860e-03, -4.4762e-03, -2.0421e-03,\n", - " 4.2984e-03, -5.1646e-03, 8.0363e-03, 4.3941e-03, 4.8997e-04,\n", - " -9.4026e-04, 3.7241e-03, -3.2480e-03, -7.3976e-03, 2.7683e-03,\n", - " -1.1384e-04, -1.3450e-03, -7.4123e-03, -2.3809e-03, -1.9191e-03,\n", - " 4.0261e-03, 4.0378e-03, 1.9171e-03, 5.2539e-03, -8.0426e-03,\n", - " -7.7738e-03, 2.1508e-02, -1.1017e-02, 5.2020e-03, -4.8865e-03,\n", - " 5.9453e-05, 4.7726e-03, -7.0948e-03, 6.6702e-03, -1.8048e-03,\n", - " -3.4444e-04, -1.2458e-02, 4.9001e-04, -2.3609e-03, -2.0094e-03,\n", - " -3.8489e-04, -2.7201e-03, 1.1727e-02, 6.6617e-03, 7.4070e-03,\n", - " -1.0998e-03, 6.6015e-04, -2.0887e-04, 7.0304e-04, 7.7849e-03,\n", - " -3.1964e-03, 5.8595e-03, 4.6069e-03, -1.3459e-03, 7.2665e-03,\n", - " -5.6875e-03, 3.2508e-03, 2.6177e-03, 3.1561e-03, -5.0458e-04,\n", - " -8.8344e-03, 6.6315e-04, 7.4492e-03, 2.0102e-03, -4.8155e-03,\n", - " 5.9655e-03, 1.4672e-02, 2.3976e-04, -4.4565e-03, -4.4663e-03,\n", - " -5.1171e-03, 2.3899e-03, 5.8440e-03, 7.5458e-03, -5.4085e-04,\n", - " -2.1859e-02, 1.6570e-02, -6.4025e-03, 2.5339e-03, 2.5311e-03,\n", - " -2.7487e-03, -1.2058e-02, 5.6184e-03, 4.7682e-04, -6.0213e-03,\n", - " 3.1070e-03, -2.1259e-03, -7.6522e-04, -1.8059e-04, 4.8791e-03,\n", - " 1.1708e-03, -3.7747e-03, -2.3746e-03, 2.4899e-03, -6.7272e-03,\n", - " -3.2433e-03, -1.1775e-05, 5.3036e-03, 9.1220e-04, 7.8102e-04,\n", - " 4.0655e-03, 4.2874e-03, 8.8439e-03, 3.4074e-03, -6.4734e-03,\n", - " -6.2925e-03, -3.6042e-03, -3.7622e-03, -5.1092e-03, 8.5398e-03,\n", - " 4.6334e-03, -1.0576e-02, -6.1426e-04, 4.8565e-04, -3.6687e-03,\n", - " -4.0892e-04, 4.4586e-03, 4.4266e-03, 1.3382e-04, -8.1909e-03,\n", - " -7.2138e-04, -2.0883e-03, -9.2540e-04, 1.4711e-02, 8.1801e-03,\n", - " -1.9486e-03, 2.2548e-03, -5.8958e-03, 6.4875e-04, -3.1496e-04,\n", - " 4.7867e-03, 2.6504e-03, 1.7183e-03, 5.7314e-04, 3.8297e-03,\n", - " 1.2167e-02, 6.1022e-03, 1.1039e-02, -4.8437e-03, -1.9810e-03,\n", - " 5.9115e-03, -2.1197e-03, -6.1378e-03, 3.2512e-03, -6.8234e-03,\n", - " -6.3618e-03, 3.4486e-03, -3.9694e-03, 9.0210e-03, 5.5330e-03,\n", - " -1.6106e-02, -6.7415e-03, 8.2348e-03, 1.3659e-03, -2.6068e-03,\n", - " 2.1291e-03, 1.2475e-04, 9.6433e-03, -3.9675e-03, 4.9522e-03,\n", - " -2.0645e-03, -1.9196e-03, -6.7336e-03, 3.0581e-03, 1.2371e-02,\n", - " -4.5600e-05, 1.2580e-03, -2.3360e-03, 8.6142e-03, -6.8681e-03,\n", - " -1.1791e-02, -3.7670e-03, 5.5993e-03, 7.9832e-03, 7.3518e-04,\n", - " -1.2464e-03, -5.2448e-03, 8.3337e-03, -1.5569e-03, -2.9295e-03,\n", - " 1.6983e-03, -5.7960e-04, 8.2921e-03, -4.0819e-03, -6.2789e-03,\n", - " -7.9830e-04, 2.0727e-04, 3.9924e-03, -6.8986e-03, -1.1345e-03,\n", - " 5.1001e-03, -2.8266e-03, -3.2442e-03, -7.8169e-03, 4.3664e-04,\n", - " -3.7742e-03, -8.2126e-04, -3.1569e-03, 2.1225e-03, -4.5232e-03,\n", - " 1.4649e-03, 7.0737e-03, 1.8060e-03, -1.4328e-03, -2.4855e-03,\n", - " -1.9413e-03, 6.0605e-03, -8.9847e-04, 1.5735e-03, 3.8169e-04,\n", - " 3.4617e-03, -3.0984e-03, 1.8808e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 4.5738e-02, 5.4060e-02, 6.8116e-03, 6.5594e-03, 1.1418e-02,\n", - " -6.2234e-02, -3.8486e-02, 5.1516e-02, -2.6638e-02, -1.3844e-02,\n", - " 7.6829e-02, 2.0616e-03, -2.2336e-02, -4.0005e-02, -3.0773e-02,\n", - " 7.1391e-04, 3.4531e-02, -4.6206e-03, -1.6876e-03, -5.8001e-02,\n", - " -8.2514e-02, 9.7684e-03, -3.0995e-02, -1.8354e-02, -5.8660e-02,\n", - " 1.2928e-01, -2.3430e-02, 4.3221e-02, -1.7451e-02, -2.0318e-02,\n", - " 5.0006e-03, 5.4496e-03, 2.3911e-02, -2.5579e-02, 3.8921e-02,\n", - " 1.2335e-02, -5.6021e-02, 4.9597e-02, -5.5645e-02, -5.5621e-02,\n", - " -2.6764e-02, 2.7499e-02, 3.4258e-02, 9.1302e-02, -4.0228e-02,\n", - " -2.0094e-02, -2.7890e-02, -1.7142e-02, 3.5876e-02, -6.7437e-02,\n", - " 1.8707e-02, -1.9219e-02, 3.0533e-02, -8.7052e-03, -1.0841e-01,\n", - " 3.1059e-02, 4.1276e-02, -2.2803e-02, 8.8845e-02, 6.7064e-03,\n", - " -3.5659e-02, 2.4537e-02, -3.5974e-03, -1.3669e-02, -2.1372e-02,\n", - " -3.1748e-02, -9.6244e-03, 1.3381e-02, -2.1192e-02, 7.3801e-03,\n", - " -1.5336e-03, -1.0199e-02, 2.7004e-02, 1.4522e-03, -1.2905e-02,\n", - " 1.4673e-02, -1.0017e-02, 1.0340e-02, 1.7587e-02, -6.6074e-03,\n", - " -1.5740e-02, -3.8136e-04, -2.5764e-02, 1.2074e-02, 5.9462e-03,\n", - " -3.8016e-03, -7.3528e-03, 8.5183e-03, 1.8761e-03, -7.0704e-04,\n", - " 2.7768e-02, 1.9859e-02, -4.4256e-03, -1.5318e-02, -1.5926e-02,\n", - " -1.8873e-02, 9.0146e-03, -1.6359e-02, -7.6257e-03, -3.1054e-02,\n", - " 3.7175e-04, -1.2971e-02, -9.2432e-03, -7.9731e-03, 1.4280e-02,\n", - " -6.5783e-03, 6.6466e-05, 5.2154e-03, 1.4880e-02, 3.4392e-03,\n", - " -1.4999e-02, -1.6617e-03, 2.0139e-02, 1.2562e-02, -7.0828e-03,\n", - " 1.4245e-02, 5.8190e-03, -1.5577e-02, -3.6502e-03, 5.1390e-03,\n", - " 6.5000e-03, -7.0216e-03, 1.2160e-02, -1.0279e-02, 1.8282e-02,\n", - " -7.4902e-03, 9.9139e-03, -1.5963e-02, -2.8592e-02, 4.6317e-03,\n", - " 7.6059e-03, 2.1920e-02, 1.3328e-02, -1.1694e-02, 1.3372e-02,\n", - " 1.7906e-03, 3.9766e-02, -7.3308e-04, -1.6948e-02, -1.2797e-02,\n", - " -3.3425e-03, 2.4924e-02, 3.1228e-02, 9.2781e-03, 2.5796e-02,\n", - " -1.8840e-02, -2.7123e-02, -5.9001e-03, 2.2847e-02, -2.5211e-02,\n", - " -3.1423e-02, -2.9189e-02, 3.3303e-03, 9.5530e-03, -8.5212e-03,\n", - " 8.7912e-03, 1.0325e-02, 9.0434e-03, 3.9793e-02, 1.3290e-02,\n", - " 1.0464e-02, 2.5935e-02, 1.7893e-02, 1.3260e-02, -1.5206e-02,\n", - " -2.6480e-02, 2.3672e-02, -1.2244e-02, 7.7961e-03, 2.1565e-03,\n", - " 1.1181e-02, -1.9732e-02, -1.0842e-02, 2.4202e-03, 1.3086e-02,\n", - " 2.8121e-02, -3.1649e-02, 7.2478e-03, 1.2495e-02, -8.7636e-03,\n", - " -6.1758e-03, -1.7599e-02, 1.1346e-02, -8.9381e-03, -3.1718e-03,\n", - " 1.1466e-02, 3.4767e-02, -3.0738e-02, -2.3501e-03, -1.7291e-02,\n", - " -1.6155e-02, -1.6215e-02, -5.4094e-03, -1.6692e-02, -1.3919e-02,\n", - " -5.9826e-02, 1.1018e-02, -3.6353e-02, 9.8880e-03, 5.0697e-03,\n", - " -5.9095e-03, -3.6296e-02, 9.6645e-04, 1.3894e-02, 7.6008e-03,\n", - " -1.7017e-02, -2.8648e-02, 1.0463e-02, -3.8293e-03, 6.7040e-03,\n", - " 2.4638e-04, 8.1397e-03, -2.4258e-03, -8.1946e-03, -1.8011e-02,\n", - " 2.8132e-02, 6.7150e-03, 2.2642e-03, 1.6945e-02, 2.1516e-02,\n", - " 2.8668e-02, 1.5520e-02, 8.3782e-03, -8.2259e-03, 2.4867e-02,\n", - " 8.9144e-03, -9.0029e-03, -1.1116e-02, -4.3535e-03, 4.7812e-03,\n", - " 3.0893e-02, -1.0940e-02, 1.6094e-02, -1.8200e-02, 5.9884e-04,\n", - " -8.3336e-03, -5.2415e-03, -9.7981e-03, -5.3629e-03, -2.0483e-02,\n", - " 7.5786e-03, -5.0450e-03, 1.4225e-02, 4.2740e-02, -3.7598e-02,\n", - " 2.1308e-02, -7.7719e-03, 1.4394e-02, 3.5008e-02, 2.1804e-02,\n", - " -1.5501e-02, -1.5751e-02, -1.8285e-02, -1.8029e-02, -3.5182e-03,\n", - " -1.2817e-02, -2.9035e-02, -1.6179e-04, 1.4140e-02, 9.3429e-03,\n", - " -4.7303e-03, -8.2208e-04, 1.7819e-02, 3.6203e-03, 1.9417e-02,\n", - " -1.0137e-02, 7.6455e-03, 2.0412e-02, -6.8408e-03, 1.4567e-02,\n", - " -6.6725e-03, 4.3297e-03, -4.8947e-03, 9.8093e-03, -5.2336e-03,\n", - " 7.9865e-03, 6.8182e-05, 7.4595e-03, -2.0245e-02, -1.5482e-02,\n", - " 9.3461e-03, 4.7828e-03, 1.2332e-02, 1.9932e-02, 2.5046e-02,\n", - " 9.3578e-03, 3.5525e-03, 2.5693e-02, -2.1706e-02, -2.8862e-03,\n", - " 1.6819e-02, 1.8929e-02, -2.6021e-02, -9.5851e-04, 2.0031e-02,\n", - " 7.1706e-03, -1.0658e-02, 1.3796e-03, 1.4438e-02, 6.5283e-03,\n", - " 5.5566e-04, 1.5362e-02, 7.9920e-03, -8.3282e-03, 2.4289e-02,\n", - " -1.1444e-02, -1.6465e-02, -1.9315e-02, 9.3850e-03, 3.3091e-03,\n", - " -8.3314e-03, 8.2765e-03, 1.8024e-02, -8.3783e-03, -2.5804e-02,\n", - " 5.6153e-03, 4.6136e-03, 1.1985e-02, -1.5193e-02, 7.3023e-04,\n", - " 4.1302e-02, 8.9764e-02, -2.3806e-02, -8.8155e-02, -1.7469e-02,\n", - " -1.4600e-02, 4.2978e-02, -3.9046e-02, 2.5730e-02, -3.9445e-02,\n", - " 2.0419e-04, -2.9998e-02, 1.6834e-02, 5.0792e-03, 1.4156e-02,\n", - " 8.0001e-02, 5.6412e-03, -8.8589e-03, -2.0408e-02, -2.2367e-03,\n", - " 2.9574e-03, -1.7497e-02, 3.6145e-02, -7.1696e-03, -1.6583e-02,\n", - " -1.5195e-02, -1.1783e-01, 2.5482e-02, 2.5890e-02, -3.4386e-02,\n", - " 2.2777e-01, 6.3421e-02, -2.6587e-02, -6.6445e-02, 8.0680e-02,\n", - " -1.0756e-02, 6.0179e-02, 2.9442e-02, -7.7175e-03, 4.1876e-02,\n", - " 1.5583e-03, 3.4619e-02, -2.5976e-01, 3.1439e-02, 7.0228e-02,\n", - " -4.0085e-02, -2.4246e-02, 3.7964e-02, 1.8443e-02, 5.3255e-02,\n", - " 7.4902e-02, -6.3729e-03, 3.4789e-02, 6.1687e-03, 4.5933e-02,\n", - " -5.7235e-02, 2.3929e-02, 5.8945e-02, -7.4002e-02, -6.7214e-03,\n", - " -1.8440e-02, 4.7118e-03, -4.4746e-02, 9.2411e-02, -1.5237e-02,\n", - " -2.5598e-02, 3.4688e-02, 7.1165e-03, -1.5611e-02, 3.7053e-02,\n", - " 1.8952e-02, -4.2247e-02, -1.8364e-02, 1.6282e-02, 2.0554e-02,\n", - " 5.5451e-02, 2.4814e-02, -5.3418e-03, -1.3918e-03, 4.9183e-03,\n", - " -2.9443e-03, -2.2746e-02, 3.3954e-02, -7.0161e-03, 3.1266e-02,\n", - " 3.5897e-02, -1.1167e-02, -1.7973e-02, -2.4982e-02, 1.5816e-02,\n", - " -1.6401e-02, -4.3393e-03, 1.0676e-04, 3.9358e-03, -2.9543e-03,\n", - " -8.6158e-03, 1.8521e-02, 2.9346e-03, 3.1651e-02, 1.4023e-02,\n", - " -3.2715e-02, 1.9613e-02, 1.2917e-02, -2.2137e-02, -8.7689e-03,\n", - " 1.2457e-02, 6.1458e-03, 1.5590e-02, -2.6444e-02, -2.5736e-02,\n", - " 2.7821e-02, -3.1836e-02, 3.5742e-03, -2.1086e-02, -1.3115e-02,\n", - " -2.3918e-02, 2.5447e-02, -2.1790e-02, -1.3324e-02, 1.6237e-02,\n", - " 3.2162e-02, 1.5902e-02, 2.7387e-02, 1.2101e-02, 3.8885e-03,\n", - " 4.9779e-03, -8.6542e-03, -3.7031e-02, 1.4921e-02, 3.4198e-02,\n", - " -3.1670e-02, 6.8530e-02, 5.0782e-03, -1.4548e-02, -2.1819e-02,\n", - " -1.0860e-02, -9.3261e-04, 6.3181e-03, -8.2895e-04, 1.5920e-03,\n", - " -2.2638e-02, 1.6502e-02, -2.1362e-02, 1.3103e-02, 1.2195e-03,\n", - " 9.1683e-03, 9.3849e-03, -7.2100e-03, 1.4608e-02, -3.0782e-02,\n", - " 7.5216e-03, -4.0434e-03, 9.6405e-03, 2.7423e-03, -1.1360e-02,\n", - " -2.5903e-02, -3.7067e-02, 1.0033e-02, -1.3863e-02, 2.1918e-03,\n", - " 1.0192e-04, 1.1425e-02, 1.7836e-03, 9.1691e-03, 1.9551e-02,\n", - " -6.9255e-03, -1.4041e-02, 2.1675e-02, -2.8138e-02, -2.7520e-02,\n", - " -1.4492e-02, -2.9070e-02, 4.4026e-02, -1.9535e-02, 2.2504e-02,\n", - " 1.8042e-02, 9.0056e-03, 1.0863e-02, 5.7831e-02, -1.2569e-03,\n", - " 1.4554e-02, -3.2607e-03, -1.7826e-02, -1.7194e-02, 2.6149e-03,\n", - " 6.3823e-02, 2.2396e-02, 1.1720e-02, -1.4946e-02, -3.1412e-03,\n", - " -6.8680e-03, -7.5069e-03, 1.5528e-02, -4.3966e-04, -1.1080e-02,\n", - " 1.1569e-02, -1.4961e-02, -7.8867e-03, -1.5197e-03, 8.5534e-03,\n", - " -2.6021e-03, -1.9276e-02, -2.3270e-03, -1.2734e-03, 5.2770e-03,\n", - " 1.2396e-03, -1.1878e-02, -2.6378e-02, -2.8764e-02, 1.4139e-02,\n", - " 1.3712e-02, 4.3666e-03, -6.8525e-03, -1.8076e-03, 2.2752e-02,\n", - " 1.5598e-02, -3.9831e-03, -8.4481e-03, -1.1272e-02, 2.2945e-02,\n", - " -1.5937e-03, -1.6253e-02, -1.6511e-02, -1.0181e-02, -2.4559e-02,\n", - " 7.1372e-03, -2.7288e-03, 5.7070e-03, -6.1483e-03, -1.1001e-02,\n", - " 2.5056e-02, -1.7224e-03, 1.9658e-02, 3.6255e-03, -1.2220e-02,\n", - " -2.7436e-02, -1.5837e-02, -1.8847e-03, -1.1611e-02, -9.7360e-03,\n", - " -1.1612e-02, -1.4312e-02, 3.0254e-02, 1.8050e-03, -2.1424e-02,\n", - " -2.0129e-03, 3.1754e-03, -1.7510e-02, -7.1361e-03, -2.9820e-02,\n", - " -5.3133e-03, -8.8385e-03, 4.1274e-03, 7.9169e-03, -7.2025e-03,\n", - " -9.7901e-03, 2.7419e-03, -4.3452e-02, 3.9055e-02, 1.8454e-02,\n", - " 1.7890e-02, -1.3443e-01, 1.4384e-02, 4.2887e-02, -3.0807e-02,\n", - " 4.0943e-02, -7.1124e-02, 3.0853e-02, -2.5864e-02, -1.0010e-01,\n", - " -4.1834e-02, 1.2873e-02, -7.3123e-02, 2.8232e-02, 1.0659e-01,\n", - " 5.0881e-02, 7.1152e-02, -5.3858e-02, -1.0730e-02, -7.3995e-02,\n", - " 5.5358e-02, 4.1068e-02, -5.5560e-02, 6.8438e-02, 2.6907e-02,\n", - " -9.0061e-03, 8.9399e-03, 3.1738e-02, -4.3498e-02, 2.1270e-02,\n", - " 1.6818e-02, 2.1433e-02, 3.2076e-01, 2.6895e-02, -4.8798e-02,\n", - " -6.9648e-02, -8.0949e-03, -4.1211e-02, 3.3665e-02, 8.9617e-02,\n", - " 1.6576e-03, 2.4617e-03, 1.9711e-02, -1.5327e-02, 4.4568e-02,\n", - " 4.6717e-02, -3.7913e-02, -3.2467e-02, 2.8339e-02, -7.6821e-02,\n", - " 1.3280e-01, -8.5387e-03, 5.1193e-02, 5.6907e-03, 4.0891e-02,\n", - " -2.7368e-02, 4.0910e-02, -2.2837e-02, -4.6640e-02, 4.9400e-02,\n", - " -3.9090e-03, 5.5962e-03, -1.0186e-03, -3.0000e-03, -1.3671e-02,\n", - " -1.2876e-03, 3.6076e-03, -1.8669e-02, 1.6226e-02, 7.9551e-04,\n", - " -9.7195e-03, 7.1594e-03, -5.1167e-03, -3.3683e-03, -7.2262e-03,\n", - " -2.9478e-02, 1.0043e-02, 9.7399e-03, 7.4130e-03, -1.8975e-02,\n", - " -8.9296e-03, -1.2796e-03, 2.0581e-02, -1.5794e-03, -1.2326e-02,\n", - " 1.6085e-03, 2.4353e-04, 2.0142e-03, -6.5398e-03, -1.4215e-02,\n", - " -5.8513e-03, 1.6297e-02, -2.8030e-03, -7.9368e-04, 1.0407e-02,\n", - " -3.5609e-02, 1.8935e-02, -1.0251e-02, 6.5173e-03, 4.0503e-03,\n", - " -3.1667e-03, 1.2662e-02, 2.7787e-02, 3.1839e-02, -2.8668e-02,\n", - " -1.0995e-02, -1.1949e-02, 1.4303e-02, -1.2929e-02, -4.4056e-04,\n", - " 1.1006e-02, 4.2627e-03, -5.1123e-03, 1.5984e-02, 1.5332e-02,\n", - " 7.2632e-03, 5.8363e-03, -4.9838e-03, -3.1341e-02, 3.0208e-02,\n", - " -1.4114e-02, -1.1301e-02, -5.8285e-03, 9.9461e-03, -4.1243e-02,\n", - " -4.5605e-02, -1.5046e-02, -3.0261e-02, -2.5489e-02, -1.6769e-03,\n", - " -2.9195e-02, 1.2706e-02, -1.2136e-02, -3.1533e-03, 1.3528e-02,\n", - " -7.0733e-02, 2.5320e-02, 2.7058e-02, 2.0164e-02, 1.0746e-02,\n", - " -7.7328e-03, 4.9702e-02, -5.6548e-03, -7.3922e-03, 4.3517e-02,\n", - " -2.6649e-02, 1.5476e-02, 3.5802e-03, 4.1707e-03, 2.4165e-03,\n", - " 4.3395e-03, 1.3564e-02, -2.1568e-02, -9.3888e-03, 1.0449e-03,\n", - " -3.2233e-03, 1.4343e-02, 1.1792e-02, 1.3100e-02, 1.2183e-02,\n", - " 6.8446e-02, 2.2115e-02, -3.1657e-02, 3.1675e-02, 1.5942e-02,\n", - " -1.2295e-02, 1.6702e-02, 2.4070e-02, -3.6523e-02, -1.9835e-02,\n", - " 3.8972e-03, 6.2942e-02, -3.7516e-02, -1.4711e-02, -2.4914e-02,\n", - " 5.5178e-02, 6.0339e-03, 3.4348e-02, 2.1880e-02, -3.0781e-02,\n", - " -7.4216e-03, -7.0674e-03, 5.1466e-02, -2.5415e-02, 5.6709e-03,\n", - " -9.7678e-03, 2.1993e-03, -3.6855e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.9815e-02, 3.5665e-02, -5.0161e-02, 2.9582e-02, 4.9898e-02,\n", - " 3.2688e-02, -3.3470e-02, 1.2598e-02, -5.4620e-02, 3.1660e-02,\n", - " -1.0188e-01, 4.2674e-02, 1.0054e-01, -7.4038e-03, 1.6677e-02,\n", - " 8.9898e-02, -3.1432e-02, 9.1986e-02, -3.4423e-02, -4.1786e-02,\n", - " -1.6391e-01, -1.2580e-01, -8.2609e-02, -8.3630e-03, 3.9634e-02,\n", - " -3.6496e-02, -1.4984e-03, 4.8959e-02, 7.3845e-02, 8.7106e-02,\n", - " 7.4026e-02, -7.8727e-02, 2.9346e-02, 8.2397e-03, 6.1818e-02,\n", - " 1.0335e-01, 7.4032e-02, 1.3582e-02, 1.0522e-01, 2.1563e-03,\n", - " -4.2246e-02, 2.9879e-02, 1.0619e-01, -4.9203e-02, 5.7833e-02,\n", - " 9.6397e-03, -1.8896e-02, -3.3126e-02, -7.4806e-02, -1.9928e-02,\n", - " 2.0226e-02, 2.3219e-02, 9.2331e-03, -1.0530e-01, 3.7412e-02,\n", - " -8.2296e-02, -9.7158e-02, -1.5410e-01, -8.4624e-02, -1.2483e-01,\n", - " 2.3931e-02, 5.5312e-02, -5.0186e-02, 2.2935e-02, -3.0671e-02,\n", - " -5.1178e-02, 1.3514e-02, -3.9008e-02, -3.7150e-02, -3.5215e-02,\n", - " 7.0859e-02, 4.5939e-03, 1.1836e-01, -6.0771e-02, -5.5118e-02,\n", - " 4.8338e-02, 8.0256e-02, 1.4743e-01, -6.5643e-02, -8.6099e-02,\n", - " -2.1928e-02, 5.3423e-02, -4.4650e-02, 3.9873e-03, -1.5008e-01,\n", - " -6.5363e-02, 1.2118e-01, -1.4926e-01, -3.5614e-02, -7.4491e-02,\n", - " 5.8810e-02, 1.0567e-02, 4.4811e-03, 1.4436e-01, 5.1359e-03,\n", - " 3.0717e-02, 8.7672e-03, 6.3927e-02, 1.1723e-02, -1.4516e-02,\n", - " -5.7631e-02, -9.6673e-02, -1.6600e-02, 1.2155e-01, 2.2772e-02,\n", - " -1.1765e-03, -1.5716e-02, 8.4944e-04, 2.8601e-02, -1.2912e-02,\n", - " -9.9075e-02, -3.4393e-02, -6.9897e-02, 6.2574e-02, 3.9830e-02,\n", - " 6.6848e-03, -2.5735e-02, -3.3680e-02, 3.4455e-02, 2.8602e-03,\n", - " -3.0217e-02, 8.1116e-02, -1.0974e-01, 1.8173e-02, 4.5921e-02,\n", - " 1.1676e-02, 4.6603e-02, -1.4501e-01, 1.4244e-01, 1.1814e-01,\n", - " 7.3279e-02, -8.8232e-02, -2.7342e-02, 2.5317e-02, 4.6750e-02,\n", - " 1.0541e-02, -2.0150e-02, -8.7627e-02, -2.2537e-02, -1.7660e-01,\n", - " -3.1204e-02, -4.5394e-02, -2.2972e-02, 7.3117e-02, -8.8688e-02,\n", - " -5.5609e-02, 8.5795e-03, 6.0168e-02, 6.3326e-02, -9.6957e-02,\n", - " -3.1866e-02, 9.7026e-02, -6.7703e-02, 3.5994e-02, 3.9956e-02,\n", - " -7.7818e-03, -7.8688e-02, 2.5669e-02, 8.8271e-02, -2.0409e-01,\n", - " 3.8949e-02, -2.2349e-02, 1.9475e-01, 3.1835e-02, -9.9218e-02,\n", - " -5.2273e-02, -7.5021e-03, -4.1833e-02, 1.9572e-01, -9.5857e-03,\n", - " 9.4926e-02, -7.6713e-04, -1.4088e-01, -9.1221e-02, -3.7070e-02,\n", - " -4.5074e-02, -5.3396e-02, 7.7689e-03, -5.0598e-03, -3.9738e-02,\n", - " 1.4303e-02, 1.5698e-02, -2.4388e-02, 7.6295e-02, -3.7651e-02,\n", - " 3.7685e-02, 2.7053e-02, -4.9127e-02, -1.2263e-02, -8.2653e-02,\n", - " -2.9921e-02, 2.8923e-02, -8.4388e-03, -9.3194e-03, 6.9335e-02,\n", - " 4.2960e-02, 2.7982e-02, 1.2319e-02, -2.8274e-02, 7.4277e-02,\n", - " -3.1200e-02, -9.9036e-02, -7.9838e-02, -5.1010e-03, 1.3729e-02,\n", - " 4.2798e-02, -6.1700e-02, 5.3282e-02, -6.0557e-02, 1.1903e-01,\n", - " -3.9107e-02, 5.4746e-02, -9.6796e-02, -1.4446e-02, 5.8679e-02,\n", - " 1.0716e-01, 1.0558e-01, 3.8556e-02, -1.7977e-01, 4.0565e-02,\n", - " 3.1266e-03, -4.8463e-02, -1.7248e-02, 1.3600e-01, 8.4346e-03,\n", - " -8.2839e-02, -1.1271e-01, 4.5439e-02, -8.4360e-02, -4.4564e-02,\n", - " -8.0313e-02, -4.5096e-02, -1.0149e-01, -6.5042e-02, 4.7843e-02,\n", - " 7.8640e-02, -3.3710e-02, 5.1714e-02, 1.9444e-02, 1.8307e-01,\n", - " -8.8200e-02, 7.5717e-03, 8.1900e-02, 2.1585e-02, -4.4586e-02,\n", - " 3.8163e-02, -1.1620e-01, 5.8672e-02, 1.4124e-01, 9.4505e-02,\n", - " 3.6674e-02, 6.6957e-03, 1.5063e-02, 1.0543e-03, -2.7151e-02,\n", - " 2.3502e-02, 5.6316e-02, -1.2363e-02, 2.1372e-02, 4.6233e-02,\n", - " -1.3810e-02, -1.3696e-02, 8.8536e-03, 1.8636e-03, -1.4346e-01,\n", - " 1.0266e-01, -1.3639e-02, -1.0040e-01, -1.4599e-02, -1.9938e-02,\n", - " 3.0467e-02, 7.4364e-02, -3.1994e-02, 2.8624e-02, 6.5609e-02,\n", - " -1.0359e-01, 3.2621e-02, 8.8388e-02, 1.1220e-01, 3.1305e-02,\n", - " 4.0939e-02, -9.6892e-03, -3.1478e-02, -4.1505e-02, 1.1964e-02,\n", - " 1.2530e-01, 2.4518e-02, 1.9597e-02, 2.8612e-02, 1.1919e-02,\n", - " 8.8521e-02, 2.0089e-02, 5.9654e-02, -2.8102e-02, 2.8197e-02,\n", - " -1.2131e-01, -2.0748e-01, 6.1360e-02, 5.2157e-02, -1.0318e-01,\n", - " -1.4595e-02, 1.3020e-01, 9.2877e-02, 3.4919e-02, -8.0497e-02,\n", - " -6.5855e-04, 1.1549e-01, -3.9061e-02, 2.7858e-01, -1.5242e-02,\n", - " 1.0273e-01, -1.4424e-01, -8.1428e-02, -6.8417e-02, -1.4060e-02,\n", - " 4.2271e-02, -2.7541e-02, -8.6395e-02, -1.6191e-02, -2.2837e-01,\n", - " 2.5338e-02, 5.6521e-02, -5.6087e-02, 3.8520e-02, -1.0195e-01,\n", - " -1.2542e-01, -1.7623e-02, -5.2534e-03, -8.6038e-02, 1.2220e-01,\n", - " -1.1177e-03, -1.4867e-01, -3.9807e-02, -4.6870e-02, 3.3872e-02,\n", - " -8.0636e-02, -2.4928e-02, 3.0043e-02, -3.0357e-02, -1.1722e-02,\n", - " 7.7621e-02, -1.6398e-02, -1.7123e-01, 1.6676e-02, -1.4739e-01,\n", - " -1.2045e-03, -2.8530e-02, -5.0399e-02, 4.6151e-02, -5.1666e-02,\n", - " 1.0305e-01, -1.0918e-01, -3.2915e-02, 6.4598e-02, 6.2859e-02,\n", - " 6.8883e-03, 3.3047e-02, 6.7848e-03, -1.0113e-01, 1.5780e-02,\n", - " -1.5188e-01, -4.1667e-02, -9.6194e-02, -2.7611e-02, -7.6619e-02,\n", - " 3.3259e-02, -1.2908e-01, -2.8745e-02, -3.3657e-02, 1.3117e-01,\n", - " -1.4407e-02, 1.1363e-02, 2.5493e-03, 2.4473e-03, 1.9389e-02,\n", - " 5.5095e-02, 4.0202e-02, 1.9772e-02, 3.4701e-02, 4.8083e-02,\n", - " 6.1543e-02, 6.5514e-03, -7.7824e-03, 2.1444e-02, 3.0469e-02,\n", - " 7.1001e-02, -1.0029e-01, 2.4284e-02, 3.4178e-02, -2.2918e-02,\n", - " 2.0277e-02, 1.9226e-02, 7.4219e-02, -6.8766e-02, 4.5141e-02,\n", - " -4.3083e-02, -4.3926e-02, -9.6782e-02, -2.3992e-03, -3.2478e-02,\n", - " 2.0042e-02, 1.5513e-02, -1.3121e-01, 4.5548e-03, 1.1811e-02,\n", - " -2.3796e-02, -7.9249e-03, -9.5538e-03, -2.2736e-02, 4.8280e-02,\n", - " -6.7360e-03, -3.0596e-02, -3.3920e-02, -4.3064e-02, -4.9236e-02,\n", - " -1.8318e-02, 2.2746e-02, 7.9694e-02, 2.9136e-02, -2.1765e-01,\n", - " 1.0630e-01, 8.9959e-02, -1.0808e-01, -8.9829e-02, 1.1444e-01,\n", - " 7.7055e-02, -1.3168e-01, -4.4862e-02, -3.5001e-02, -2.1852e-01,\n", - " 1.3588e-01, -2.1407e-03, -1.5218e-02, -2.7759e-02, -2.0701e-02,\n", - " -5.1811e-02, -2.6195e-02, 7.7070e-02, 1.7622e-02, -3.2580e-02,\n", - " 6.8134e-02, -5.6547e-02, 1.4695e-01, -6.4844e-02, 1.2906e-01,\n", - " 4.7889e-03, -9.5548e-02, -1.3757e-01, 3.3432e-02, -6.8261e-04,\n", - " -2.9437e-02, -2.6207e-03, -4.1966e-02, -1.8829e-02, 1.1877e-02,\n", - " 3.0544e-02, 2.4836e-02, 1.8760e-02, 7.9432e-03, 1.3072e-01,\n", - " 9.8830e-02, -4.3677e-02, -1.1859e-01, 2.2476e-02, 6.5822e-02,\n", - " -7.5633e-02, 8.0785e-02, 8.3915e-02, -1.0076e-01, 6.9138e-02,\n", - " 5.2448e-02, 5.3743e-02, 3.0531e-02, 1.0759e-01, 1.0837e-01,\n", - " -1.8287e-02, -3.4284e-02, -8.3664e-02, -1.1991e-01, -3.7664e-03,\n", - " -1.0871e-01, -1.1064e-01, -1.4195e-01, -1.1146e-01, -1.3779e-01,\n", - " 5.2129e-02, 3.1870e-02, 2.9302e-02, 5.1718e-02, 4.7416e-02,\n", - " 5.2123e-02, -2.7654e-02, -2.1826e-01, -5.9351e-02, -5.8606e-02,\n", - " -8.9396e-03, -1.8458e-01, 3.2911e-02, -4.5409e-02, 2.8910e-02,\n", - " 6.8980e-02, -2.2342e-02, -6.1909e-02, -1.2964e-01, 1.3111e-01,\n", - " 9.9073e-03, -3.9957e-02, 2.8289e-02, 3.6610e-03, -1.9078e-02,\n", - " -2.0732e-02, 1.1327e-01, 6.3270e-02, -4.2023e-02, 1.7053e-02,\n", - " -2.4609e-02, 2.5783e-02, 1.4168e-01, 1.0498e-01, 1.6215e-02,\n", - " 1.9139e-02, -7.2075e-02, 2.6984e-04, -9.9488e-03, -1.0422e-01,\n", - " 5.6499e-02, -9.9081e-02, 4.8149e-02, -8.6439e-02, 1.0589e-01,\n", - " 1.4874e-01, 1.7508e-01, 1.1998e-02, -1.5647e-01, -7.9843e-02,\n", - " -5.4583e-03, -5.4934e-02, 2.0524e-02, -7.9692e-02, 9.3978e-03,\n", - " 3.4015e-02, -3.2036e-02, -6.1073e-03, 1.4000e-02, 5.3645e-02,\n", - " 7.2155e-02, 5.5513e-02, -2.9929e-02, -2.5987e-02, -1.0762e-01,\n", - " -5.4963e-02, 1.4150e-01, -1.3141e-03, 2.3072e-02, -3.8483e-03,\n", - " 7.5553e-02, -1.2487e-01, 1.3775e-01, -2.9445e-03, 6.2124e-02,\n", - " 2.3034e-03, -1.1023e-01, 1.5134e-01, 7.3818e-02, 6.4989e-02,\n", - " -3.3189e-02, 8.6432e-02, 5.4245e-02, -2.6732e-02, -5.7164e-02,\n", - " 8.0824e-02, 4.3440e-02, -2.8792e-03, 1.2939e-01, -2.6215e-02,\n", - " -4.4623e-02, 4.2871e-02, 4.0901e-02, -1.8089e-03, 6.2157e-02,\n", - " 2.9019e-02, 4.7878e-02, -5.2091e-02, -9.5263e-02, 1.2401e-02,\n", - " -8.2160e-03, -9.7021e-03, -8.8090e-03, -8.4224e-03, 7.7101e-02,\n", - " -9.2823e-03, -1.5827e-02, 9.8012e-03, -9.6596e-03, 1.0121e-03,\n", - " -1.0589e-01, 4.6869e-02, 2.0027e-02, -2.9174e-03, -1.0119e-01,\n", - " -4.5587e-02, 1.2522e-02, 4.7740e-02, 5.5740e-02, 7.7301e-02,\n", - " -1.1867e-01, -3.2145e-02, 2.2810e-01, -1.4812e-02, 1.0805e-01,\n", - " -3.7531e-02, 1.2110e-01, 7.6101e-02, -2.3160e-02, -1.6069e-01,\n", - " -2.5685e-02, 8.3578e-02, -4.8548e-02, 3.8895e-02, -7.2097e-02,\n", - " -3.0582e-04, 9.7312e-02, 1.2930e-02, 9.3147e-02, -1.0239e-01,\n", - " 1.7688e-02, 2.3197e-02, -9.9191e-02, -1.9562e-02, 5.3701e-02,\n", - " -3.6954e-02, -9.0911e-02, 2.6373e-02, -1.8585e-02, -6.7077e-03,\n", - " -1.1079e-02, -3.9692e-02, 7.9731e-03, -1.4732e-01, 3.6837e-02,\n", - " -2.7539e-02, -1.1309e-01, -4.3666e-02, -4.4434e-02, 4.2741e-02,\n", - " 6.4126e-03, 4.7969e-02, -7.8502e-02, 2.1821e-02, 5.2381e-03,\n", - " 3.9646e-02, -1.2456e-01, -7.5427e-02, 1.2110e-01, 5.8062e-02,\n", - " 6.6532e-02, 1.4030e-01, -1.7865e-03, 3.8006e-02, 1.0961e-01,\n", - " 3.6056e-04, -8.7784e-02, -3.6608e-02, -2.4370e-02, -3.4950e-02,\n", - " 1.8893e-02, 1.9220e-03, 8.0230e-02, -3.4338e-02, 4.8736e-02,\n", - " -5.2476e-02, 1.2534e-02, 1.9672e-02, 4.8169e-02, 1.0242e-02,\n", - " 5.0560e-02, -4.4133e-02, -2.8045e-02, -1.4431e-02, 6.5817e-02,\n", - " 1.8981e-02, -2.9038e-02, 6.8734e-02, 6.2062e-02, 5.6335e-02,\n", - " 8.1935e-02, 1.2230e-02, -3.1475e-02, -1.7446e-02, 2.0473e-03,\n", - " -5.6158e-03, -1.3509e-02, 6.3086e-02, 4.7152e-02, 1.1597e-01,\n", - " -1.0833e-01, 1.6164e-01, 4.7858e-02, 2.3422e-02, -7.2912e-02,\n", - " -4.9216e-02, 4.3470e-02, -2.1656e-02, -3.3546e-02, 2.9750e-03,\n", - " 1.6752e-02, 1.3315e-02, 1.8577e-02, 8.3577e-02, 9.5800e-02,\n", - " 1.4260e-01, -4.1179e-02, 5.5719e-02, 3.3094e-02, 9.5370e-02,\n", - " 6.0578e-02, 3.1507e-02, -2.1903e-02, 1.9059e-02, 3.5245e-03,\n", - " -6.7332e-03, 3.0443e-02, -5.9108e-02, -6.0233e-03, 5.9706e-02,\n", - " 1.0976e-02, -7.6380e-02, 9.7004e-03, 1.8964e-01, 2.3849e-03,\n", - " -7.3478e-03, -3.5684e-03, -3.4349e-02, 2.1576e-02, 6.7787e-02,\n", - " -1.2806e-01, 3.0855e-02, 2.5141e-02, 3.2184e-02, -1.9113e-02,\n", - " 1.0296e-01, -6.1654e-02, 5.3567e-02, 9.5296e-02, 5.2456e-02,\n", - " -1.2727e-01, -1.2247e-01, -1.4718e-01, 4.3886e-02, 3.2000e-02,\n", - " -1.0533e-03, -2.0677e-02, -1.4324e-01, 1.4575e-01, -5.5540e-02,\n", - " -6.0333e-02, 1.6311e-01, 1.8373e-02, 6.3484e-03, -1.5187e-01,\n", - " -1.2287e-01, 1.3527e-01, -5.3388e-02, 9.8166e-03, -3.1098e-02,\n", - " -1.0361e-01, -4.1147e-02, -5.9616e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.9146, 0.8845, 0.8341, 0.8420, 0.9525, 0.9039, 0.9156, 0.8954, 0.8849,\n", - " 0.8568, 0.7819, 0.8451, 0.8553, 0.8321, 0.8874, 0.8648, 0.7876, 0.8147,\n", - " 0.9045, 0.9582, 0.9450, 0.8608, 0.9016, 0.8986, 0.8418, 0.9480, 0.8289,\n", - " 0.8888, 0.8167, 0.8594, 0.8937, 0.8344, 0.9180, 0.8974, 0.9039, 0.8900,\n", - " 0.9003, 0.8842, 0.9071, 0.9468, 0.8743, 0.9304, 0.8953, 0.8814, 0.8629,\n", - " 0.8396, 0.9850, 0.8779, 0.9244, 0.8908, 0.9269, 0.8835, 0.9547, 0.7657,\n", - " 0.8931, 0.7828, 0.8524, 0.8392, 0.8798, 0.8102, 0.8977, 0.8065, 0.6234,\n", - " 0.8794, 0.8757, 0.8807, 0.8717, 0.8821, 0.8574, 0.9203, 0.8979, 0.9088,\n", - " 0.8812, 0.7338, 0.9214, 0.7736, 0.8682, 0.6294, 0.8138, 0.8159, 0.8832,\n", - " 0.9122, 0.9130, 0.8568, 0.7379, 0.8020, 0.8592, 0.8817, 0.8630, 0.9070,\n", - " 0.8374, 0.8827, 1.0261, 0.8612, 0.8452, 0.7977, 0.6657, 0.8258, 0.8883,\n", - " 0.8980, 0.9023, 0.9122, 0.9091, 0.8401, 0.8105, 0.5685, 0.8603, 0.8841,\n", - " 0.8935, 0.7966, 0.8781, 0.8654, 0.8267, 0.8945, 0.8937, 0.8658, 0.8607,\n", - " 0.8976, 0.8940, 0.8525, 0.8868, 0.7819, 0.8422, 0.8352, 0.7278, 0.8056,\n", - " 0.8382, 0.7817, 0.8759, 0.8472, 0.8882, 0.8420, 0.5945, 0.8747, 0.8761,\n", - " 0.9233, 0.8694, 0.7830, 0.8835, 0.7136, 0.9112, 0.9154, 0.9143, 0.9198,\n", - " 0.8128, 0.7930, 0.8805, 0.8640, 0.8702, 0.8833, 0.8056, 0.8724, 0.7660,\n", - " 0.8982, 0.8898, 0.8440, 0.9027, 0.8693, 0.9099, 0.6348, 0.8922, 0.8848,\n", - " 0.8313, 0.9146, 0.8501, 0.9049, 0.8727, 0.8299, 0.8853, 0.8814, 0.8877,\n", - " 0.8722, 0.8250, 0.9284, 0.9135, 0.8632, 0.7864, 0.8574, 0.8284, 0.8523,\n", - " 0.8674, 0.8888, 0.8654, 0.9281, 0.9295, 0.8691, 0.9372, 0.8916, 0.9052,\n", - " 0.8582, 0.8937, 0.9662, 0.9201, 0.8324, 0.8890, 0.9005, 0.8913, 0.8618,\n", - " 0.8350, 0.8184, 0.8823, 0.8847, 0.6450, 0.8378, 0.8477, 0.8713, 0.8696,\n", - " 0.8020, 0.8740, 0.8542, 0.8375, 0.8853, 0.8905, 0.8595, 0.8514, 0.5558,\n", - " 0.6437, 0.9081, 0.7277, 0.8521, 0.8787, 0.8916, 0.8721, 0.8306, 0.8597,\n", - " 0.6676, 0.8440, 0.7987, 0.8994, 0.8930, 0.8470, 0.8877, 0.8528, 0.9034,\n", - " 0.8923, 0.8602, 0.8578, 0.7804, 0.8948, 0.8100, 0.8368, 0.8965, 0.8680,\n", - " 0.7889, 0.8129, 0.6568, 0.8379, 0.8279, 0.8436, 0.7138, 0.8352, 0.9660,\n", - " 0.8584, 0.8630, 0.8846, 0.8474, 0.8287, 0.8406, 0.7895, 0.8653, 0.9054,\n", - " 0.8731, 0.9361, 0.8732, 0.8293, 0.8047, 0.8694, 0.8936, 0.8720, 0.9074,\n", - " 0.8527, 0.8723, 0.8585, 0.8356, 0.9085, 0.8882, 0.7686, 0.8764, 0.8543,\n", - " 0.8828, 0.7912, 0.9161, 0.9025, 0.7272, 0.8940, 0.7872, 0.8752, 0.9383,\n", - " 0.8621, 0.8812, 0.8268, 0.6833, 0.9170, 0.8665, 0.9051, 0.7609, 0.6894,\n", - " 0.9717, 0.8819, 0.9159, 0.9170, 0.8696, 0.8898, 0.8814, 0.9637, 0.9226,\n", - " 0.8731, 0.8971, 1.7872, 0.8729, 0.8144, 0.6454, 0.7903, 0.8655, 0.8813,\n", - " 0.8543, 0.8942, 0.8934, 0.8905, 0.5627, 0.8703, 0.8402, 0.8395, 0.8644,\n", - " 0.8861, 0.8888, 0.8225, 0.8832, 0.8866, 0.8486, 0.8034, 0.6131, 0.8662,\n", - " 0.9359, 0.9198, 0.8384, 0.8663, 0.9179, 0.9020, 0.8587, 0.8009, 0.9212,\n", - " 0.8138, 0.8621, 0.8136, 0.6413, 0.8926, 0.8804, 0.8411, 0.9284, 0.8523,\n", - " 0.9143, 0.8835, 0.6472, 0.8919, 0.8692, 0.8735, 0.8419, 0.8573, 0.8613,\n", - " 0.8960, 0.8063, 0.8433, 0.8135, 0.8871, 0.9273, 0.8162, 0.8806, 0.8997,\n", - " 0.8295, 0.8818, 0.8775, 0.9112, 0.8475, 0.9252, 0.8961, 0.8836, 0.8600,\n", - " 0.8622, 0.9105, 0.8784, 3.4967, 0.8838, 0.9454, 0.8403, 0.8665, 0.8904,\n", - " 0.9235, 0.8660, 0.9162, 0.8005, 0.8533, 0.8895, 0.8001, 0.9020, 0.8819,\n", - " 0.8836, 0.8568, 0.8400, 0.8900, 0.8453, 0.7510, 0.7981, 0.8902, 0.7944,\n", - " 0.8797, 0.9012, 0.8318, 0.8730, 0.8872, 0.8314, 0.8622, 0.9115, 0.8903,\n", - " 0.8580, 0.8386, 0.8335, 0.8723, 0.8853, 0.6911, 0.8418, 0.8377, 0.9142,\n", - " 0.8254, 0.8775, 0.8689, 0.8623, 0.8628, 0.8966, 0.8008, 0.8896, 0.8172,\n", - " 0.9041, 0.8210, 0.8917, 0.9274, 0.8912, 0.8359, 0.8916, 0.8993, 0.8749,\n", - " 0.8989, 0.8349, 0.6049, 0.8845, 0.8655, 0.9546, 0.8451, 0.8779, 0.8376,\n", - " 0.8686, 0.8989, 0.9409, 0.8884, 0.9208, 0.8961, 0.8513, 0.9022, 0.8193,\n", - " 0.9058, 0.8724, 0.7129, 0.8983, 0.9136, 0.8928, 0.8202, 0.7814, 0.8168,\n", - " 0.8290, 0.8222, 0.9475, 0.8215, 0.8759, 0.8812, 0.8205, 0.8475, 0.8284,\n", - " 0.8792, 0.8742, 0.8500, 0.8754, 0.9115, 0.5943, 0.8713, 0.8291, 0.8726,\n", - " 0.8299, 0.8821, 0.8594, 0.8830, 0.8940, 0.8826, 0.8772, 0.9131, 0.8790,\n", - " 0.8617, 0.6409, 0.8432, 0.8693, 0.8263, 0.8133, 0.8701, 0.8337, 0.8407,\n", - " 0.8335, 0.8880, 0.8409, 0.8557, 0.8873, 0.8867, 0.7633, 0.7668, 0.8537,\n", - " 0.8640, 0.8893, 0.8863, 0.9168, 0.6847, 0.9391, 0.8534, 0.9074, 0.7788,\n", - " 0.9157, 0.8699, 0.8575, 0.8620, 0.8345, 0.8747, 0.8670, 0.6805, 0.8850,\n", - " 0.8511, 0.8847, 0.8653, 0.8961, 0.8498, 0.8937, 0.8582, 0.7925, 0.9189,\n", - " 0.7995, 0.6563, 0.9101, 0.8548, 0.8906, 0.9790, 0.8665, 0.8514, 0.8584,\n", - " 0.8800, 0.8907, 0.8131, 0.8789, 0.9092, 0.8975, 0.8519, 0.8823, 0.8143,\n", - " 0.9048, 0.8761, 0.8947, 0.8586, 0.8678, 0.9057, 0.8185, 0.8640, 0.8415,\n", - " 0.8827, 0.8503, 0.8828, 0.8576, 0.8690, 0.8598, 0.7129, 0.8849, 0.8650,\n", - " 0.8845, 0.5945, 0.9105, 0.8679, 0.8340, 0.8722, 0.8992, 0.8446, 0.8691,\n", - " 0.8805, 0.9856, 0.9040, 0.8272, 0.8915, 0.8971, 0.8678, 0.9066, 0.8558,\n", - " 0.7888, 0.8466, 0.8894, 0.8709, 0.8829, 0.8679, 0.8555, 0.8940, 0.9056,\n", - " 0.8607, 0.9041, 0.8344, 0.9105, 0.8449, 0.8772, 0.8883, 0.8650, 0.7883,\n", - " 0.8834, 0.7940, 0.6145, 0.8600, 0.8599, 0.9204, 0.8977, 0.8176, 0.8204,\n", - " 0.8837, 0.8953, 0.8635, 0.8822, 0.8823, 0.9357, 0.8714, 0.8476, 0.9164,\n", - " 0.8008, 0.8253, 0.8706, 0.8844, 0.8798, 0.8610, 0.8883, 0.8853, 0.7990,\n", - " 0.9084, 0.8783, 0.8213, 0.8863, 0.7843, 0.8878, 0.8224, 0.8719, 0.8659,\n", - " 0.8199, 0.8750, 0.8996, 0.8796, 0.8391, 0.8458, 0.6327, 0.8098, 0.7960,\n", - " 0.8730, 0.8767, 0.8220, 0.8861, 0.9027, 0.8973, 0.9092, 0.8775, 0.8067,\n", - " 0.9051, 0.8391, 0.8685, 0.8539, 0.5617, 0.8811, 0.8404, 0.8469, 0.8851,\n", - " 0.8798, 0.8716, 0.9099, 0.8997, 0.8932, 0.9067, 0.8957, 0.8614, 0.8670,\n", - " 0.8781, 0.8837, 0.8342, 0.8730, 0.8997, 0.8820, 0.8711, 0.8816, 0.8413,\n", - " 0.9035, 0.8946, 0.9210, 0.8673, 0.7616, 0.8548, 0.6293, 0.9055, 0.9030,\n", - " 0.8368, 0.8469, 0.8873, 0.8379, 0.8295, 0.8808, 0.8912, 0.8931, 0.7891,\n", - " 0.9011, 0.8113, 0.8540, 0.8540, 0.8822, 0.8533, 0.8768, 0.8803, 0.8394,\n", - " 0.8134, 0.8780, 0.8908, 0.8636, 0.8833, 0.8941, 0.8840, 0.8285, 0.8885,\n", - " 0.8993, 0.8883, 0.9120, 0.8966, 0.9183, 0.8774, 0.8525, 0.9135, 0.8566,\n", - " 0.9161, 0.7581, 0.8766, 0.8746, 0.9182, 0.8723, 0.8438, 0.8988, 0.8345,\n", - " 0.8519, 0.8903, 0.8806, 0.9162, 0.9005, 0.8428, 0.8641, 0.8816, 0.8012,\n", - " 0.9155, 0.9107, 0.8634, 0.7486, 0.8965, 0.8714, 0.8470, 0.8888, 0.8728,\n", - " 0.7967, 0.8148, 0.9085], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.8154e-02, 6.3774e-04, -1.2577e-02, -2.6485e-01, 2.2569e-01,\n", - " -2.9641e-01, 2.4747e-01, 1.1774e-01, -2.7783e-02, -7.0422e-02,\n", - " -3.0908e-02, 3.1093e-01, -2.6628e-01, 2.0706e-01, -7.2847e-02,\n", - " -9.4162e-03, -1.3567e-01, -1.2767e-01, -6.3203e-02, 4.0762e-01,\n", - " 3.8712e-01, -2.8452e-01, 1.4909e-01, 2.2131e-01, -5.6543e-02,\n", - " 2.8126e-01, 1.6519e-01, -1.1127e-01, -2.4605e-01, 5.3563e-02,\n", - " -6.3316e-02, 1.7497e-01, 1.5856e-01, -1.2965e-01, 2.0694e-02,\n", - " -1.3242e-01, -2.4417e-01, 2.5358e-01, 1.9470e-01, -2.3680e-01,\n", - " -4.1490e-02, -2.1299e-01, -2.6798e-02, 2.2347e-01, -2.7827e-02,\n", - " -1.0282e-01, -1.7520e-01, -1.4033e-01, 1.0435e-01, -5.8156e-02,\n", - " -3.0013e-01, -6.6589e-03, 2.4403e-01, -2.9211e-01, 8.5737e-02,\n", - " -4.3960e-02, 6.0762e-02, -3.1801e-01, 1.6760e-01, -8.7259e-02,\n", - " -1.1741e-01, -2.8634e-02, -3.0703e-01, -2.7590e-01, 6.9773e-04,\n", - " 1.4979e-01, 1.6905e-02, -5.6480e-02, 2.2336e-04, -1.6992e-01,\n", - " -2.5477e-01, 7.7741e-02, -2.2443e-01, -1.3008e-01, 2.0084e-01,\n", - " 9.1861e-02, -1.3307e-02, 1.6561e-01, 9.6587e-02, 1.3529e-01,\n", - " -3.2601e-03, -3.1500e-02, 1.6565e-01, 1.7743e-01, 4.4448e-02,\n", - " -2.9374e-02, -2.5185e-01, 1.2804e-01, 3.4918e-02, 8.6807e-02,\n", - " -8.6376e-02, -2.5894e-02, 6.4711e-01, -1.3120e-01, 1.2133e-01,\n", - " -6.7510e-02, 3.0981e-01, -1.7404e-01, -5.8967e-02, -5.0193e-02,\n", - " 1.5408e-01, 1.7392e-01, 4.7479e-02, -1.0590e-01, 1.2508e-01,\n", - " -9.5866e-03, -1.4982e-01, -1.4860e-01, 1.0015e-01, 4.7867e-02,\n", - " 2.8447e-02, 5.1294e-02, -2.5824e-01, -2.4127e-01, -7.8891e-02,\n", - " -1.0295e-02, -4.0256e-02, 2.8219e-02, -9.4428e-02, 1.6991e-01,\n", - " -9.1097e-02, -4.7545e-01, -1.5529e-01, -2.0690e-02, 1.7653e-02,\n", - " -1.6568e-01, -8.0467e-02, 1.2093e-01, 1.3715e-02, -1.3690e-02,\n", - " 3.6439e-02, 1.2319e-01, -1.8539e-01, -5.1824e-02, -1.3782e-01,\n", - " -2.2387e-01, -3.1047e-02, 9.9025e-02, -1.8112e-01, -2.1626e-01,\n", - " -2.8259e-02, 3.7540e-02, -8.5244e-02, 9.1933e-02, -1.7665e-02,\n", - " -7.1929e-01, -9.9009e-03, -4.0145e-03, -7.9340e-02, 3.5093e-01,\n", - " -8.2438e-03, 1.4342e-01, -1.6214e-01, 1.0111e-01, 1.1694e-01,\n", - " -6.0595e-02, 1.8739e-01, 3.2668e-01, 1.0441e-01, -5.3589e-02,\n", - " -1.5180e-02, -6.3438e-02, -1.2403e-01, 4.9650e-02, -3.3878e-02,\n", - " 1.7127e-01, 1.0588e-01, -2.2972e-01, -9.0119e-01, -5.4623e-02,\n", - " -9.0948e-02, 9.0804e-02, -1.0387e-02, 4.2993e-01, 6.5765e-02,\n", - " 2.7530e-01, -4.1744e-02, -1.4427e-02, -2.7464e-02, 1.6821e-01,\n", - " -1.1286e-01, 4.7933e-02, -8.4216e-02, 2.4184e-01, 1.8445e-01,\n", - " -6.7450e-02, 2.2213e-01, 1.5371e-01, 1.3307e-01, 2.9645e-02,\n", - " -3.6786e-02, -3.5829e-01, 2.0249e-01, -4.5241e-02, 5.9980e-02,\n", - " 9.2134e-02, -6.8065e-02, 1.8779e-01, -6.9821e-02, -1.4162e-01,\n", - " -1.6714e-01, 1.6691e-01, 8.9460e-02, 6.3519e-02, -9.7317e-02,\n", - " 1.2154e-01, 8.7193e-02, 1.8104e-02, 1.1518e-01, -7.4577e-02,\n", - " 8.6523e-04, -1.4853e-01, 1.4992e-01, 2.1982e-01, -6.2652e-02,\n", - " -1.0333e-01, -2.1111e-01, -6.8198e-02, 3.4473e-01, -1.7158e-01,\n", - " -7.3759e-03, 1.4744e-01, -4.2163e-04, 1.6848e-02, 6.0283e-04,\n", - " 3.3154e-01, 1.8997e-01, -1.2764e-01, 1.2796e-01, -3.5534e-02,\n", - " 1.7838e-01, 2.7443e-02, 1.6520e-01, -1.6107e-02, -7.2027e-03,\n", - " 1.6736e-01, -5.5805e-03, 1.2286e-02, -7.7282e-02, -1.9792e-01,\n", - " -2.8086e-02, 7.1250e-02, -1.3975e-01, -1.1017e-02, 2.4749e-02,\n", - " -1.6406e-01, -1.9438e-01, 9.7925e-02, -1.8627e-01, -5.0382e-01,\n", - " 3.7032e-02, 2.6317e-01, -8.9585e-02, -6.4747e-02, -2.3155e-02,\n", - " -1.5937e-01, -2.7097e-01, -1.5473e-01, 5.1408e-02, 6.8162e-02,\n", - " 1.2628e-01, -1.2923e-01, 2.0348e-01, 1.1622e-01, 1.9504e-01,\n", - " -2.3158e-02, -5.3770e-02, 7.0174e-02, 1.1703e-01, -3.1210e-03,\n", - " 5.9134e-03, 2.3967e-02, 2.1468e-03, 3.1165e-02, -2.1215e-01,\n", - " 9.8383e-02, -1.7574e-01, -2.2207e-01, -9.5243e-02, -1.7898e-01,\n", - " 1.4797e-01, 2.9399e-02, 5.5734e-03, -1.8656e-01, -2.9962e-01,\n", - " -2.6311e-02, 1.2533e-01, 2.8263e-01, 9.8626e-02, 8.6000e-03,\n", - " 2.9776e-02, -7.5487e-02, -1.1722e-01, -6.0773e-02, 1.7980e-01,\n", - " 3.8020e-02, -4.4057e-02, 3.3132e-01, 3.0507e-02, -9.1289e-03,\n", - " -1.7084e-01, -2.1840e-02, -9.6562e-02, 1.3608e-01, 3.0600e-01,\n", - " 1.8332e-01, -3.2898e-01, -1.2047e-01, -1.5130e+00, -3.0059e-02,\n", - " -5.8323e-02, 2.5708e-01, 4.7769e-02, -5.4290e-02, 2.9803e-02,\n", - " 2.4728e-02, 3.2745e-02, 4.0513e-02, -8.7205e-02, 2.0399e-01,\n", - " -1.1941e-01, 8.6326e-04, 1.3665e-01, -2.1812e-01, -8.5742e-03,\n", - " 1.9394e-01, 3.7148e-02, -6.8790e-02, -5.1105e-02, 5.2636e-02,\n", - " -8.1317e-02, -7.1392e-02, 7.8889e-02, 2.5265e-01, -1.5909e-01,\n", - " 5.7163e-02, -6.3708e-02, -1.4868e-01, 3.9489e-03, 3.1052e-02,\n", - " -7.9882e-02, 7.9420e-02, 1.4721e-01, -4.2761e-02, -1.4754e-02,\n", - " 2.7791e-01, -8.5729e-03, -1.9331e-01, -1.6957e-01, -2.6689e-01,\n", - " -1.0953e-01, 2.4183e-01, -5.6735e-02, 2.0545e-01, -4.2195e-02,\n", - " -1.1173e-01, -6.6929e-02, 8.8261e-02, -1.2616e-01, 1.2090e-01,\n", - " 9.9619e-02, -1.0028e-01, 4.5375e-02, 8.3765e-02, 5.2962e-02,\n", - " -1.5338e-01, -4.7866e-02, 1.0047e-01, -1.3920e-01, -1.8127e-01,\n", - " -9.8146e-02, 2.9643e-03, 7.8968e-02, 8.1373e-02, -2.3570e-01,\n", - " -5.4736e-02, -5.9348e-02, -1.0931e-01, -2.2233e-01, -5.0199e-02,\n", - " -7.1237e-02, -8.6988e-01, 1.4608e-01, -3.3478e-01, 1.3826e-02,\n", - " -4.6592e-02, -1.7072e-01, 1.7223e-01, -1.0518e-01, -1.0429e-01,\n", - " 7.4642e-02, 2.8558e-02, 1.4168e-01, -5.3438e-02, 1.0337e-01,\n", - " -4.4964e-02, -1.2888e-01, -2.7146e-01, 3.9508e-02, -8.0570e-02,\n", - " -6.0924e-02, -6.7347e-02, 2.3558e-02, -2.5386e-01, -6.9126e-03,\n", - " -3.5166e-01, 1.1461e-01, 1.7058e-02, 6.7550e-02, -1.4763e-01,\n", - " -1.4587e-01, -2.0417e-01, 5.9560e-03, 9.1514e-02, -3.9475e-03,\n", - " 8.5915e-02, -3.0838e-02, 2.4874e-02, 1.8842e-02, 2.5598e-02,\n", - " -7.0702e-02, -2.3413e-01, 2.0478e-01, -4.4954e-02, -2.9390e-01,\n", - " 9.9178e-02, -6.0986e-02, -1.0965e-01, -2.2159e-01, 1.8004e-01,\n", - " 2.3073e-02, -1.6354e-01, -1.7198e-01, 1.0194e-01, 2.1425e-02,\n", - " 2.1026e-01, -2.6333e-01, -2.1243e-01, -9.5284e-02, -1.4958e-01,\n", - " 7.5161e-03, -1.4692e-02, 2.9291e-02, -8.7205e-02, 2.2434e-02,\n", - " -9.4384e-02, -2.3367e-01, 1.1959e-01, -1.2279e-02, -2.8997e-01,\n", - " -5.6700e-02, 2.1384e-03, 2.0294e-01, -2.5877e-01, 3.2930e-02,\n", - " -6.7770e-02, -2.5604e-02, 1.1318e-01, -8.5972e-02, -1.6720e-01,\n", - " 5.4816e-02, -3.1525e-01, 7.7372e-02, 2.3332e-01, 1.0377e-01,\n", - " -7.1962e-02, -2.4447e-01, -3.8184e-02, 1.1163e-01, 3.6261e-02,\n", - " -3.2350e-02, -2.0449e-01, -5.0251e-02, -1.1258e-01, -6.7933e-02,\n", - " -4.6616e-02, -1.8579e-02, 3.6472e-02, -1.1585e-01, -7.3166e-02,\n", - " 1.4847e-01, 2.5834e-01, -1.0685e-01, -1.7624e-02, -1.4362e-02,\n", - " 4.2677e-02, 6.9527e-02, 9.1463e-02, -2.8164e-01, -3.4372e-03,\n", - " 5.2693e-03, 2.7203e-02, 2.0807e-01, 2.2284e-02, -7.7826e-02,\n", - " -1.7371e-02, -7.0181e-02, 6.2733e-02, -2.9081e-02, 7.4984e-02,\n", - " 9.3401e-03, 4.3651e-02, 1.7906e-02, -4.5930e-02, -1.0684e-01,\n", - " -2.1029e-02, -1.3290e-01, 5.3577e-02, -1.0844e-01, -3.9781e-02,\n", - " -5.1238e-02, -8.6415e-02, 1.7359e-02, -2.1246e-02, -2.4755e-01,\n", - " 1.8788e-01, -9.4327e-02, -2.1667e-02, -2.5514e-01, 6.4396e-02,\n", - " -1.3820e-01, 1.8427e-01, 1.0977e-01, -1.1843e-01, -1.9014e-01,\n", - " -1.1078e-01, 1.0334e-01, 3.5446e-03, 7.3319e-02, 8.6781e-02,\n", - " -2.0812e-01, -1.0225e-01, -1.9198e-02, -4.5170e-02, -1.2390e-02,\n", - " -4.7242e-02, -3.9963e-02, 1.1649e-01, -1.4705e-02, -3.0744e-01,\n", - " 2.8368e-02, -1.6747e-01, -9.8943e-02, 1.0276e-02, -8.0036e-02,\n", - " -6.0797e-01, -1.0748e-01, -9.2733e-02, 1.7866e-01, 1.9602e-01,\n", - " 4.1104e-03, -1.9534e-01, 1.4699e-01, 9.9614e-02, 1.3764e-01,\n", - " -1.8631e-01, 1.0556e-01, 3.7236e-02, 1.1503e-01, -3.8844e-02,\n", - " -1.7457e-01, -9.3577e-02, -2.0534e-01, -6.8368e-02, -9.2624e-02,\n", - " 4.7715e-02, 6.3211e-02, -1.4937e-01, 3.2467e-02, -9.5304e-02,\n", - " 2.5179e-02, -7.6505e-03, 9.0308e-02, 4.3262e-02, -9.6863e-02,\n", - " 1.4888e-02, -1.2210e-01, -1.5659e-01, 1.7844e-01, -8.3422e-02,\n", - " -1.6563e-01, -9.1568e-03, 1.4812e-01, -3.7658e-02, -2.8561e-02,\n", - " 4.5819e-02, 3.8932e-01, -6.2121e-02, -1.1218e-01, -4.6545e-02,\n", - " 1.2372e-01, -5.3927e-02, 5.4165e-02, 5.8166e-03, 1.2191e-01,\n", - " -3.7591e-03, 9.5859e-02, 1.1170e-01, 1.5269e-01, 3.4002e-02,\n", - " 7.0052e-02, 8.2124e-02, -1.9926e-01, 1.3998e-02, 1.0645e-01,\n", - " 7.5225e-02, 2.9195e-02, 1.3633e-01, -5.0516e-04, -1.0737e-01,\n", - " -1.5147e-03, -7.6138e-02, -4.5278e-02, -4.8135e-02, -9.1245e-02,\n", - " 5.3529e-02, -1.1678e-01, -3.6211e-03, -7.5725e-02, 8.9740e-02,\n", - " 1.4915e-01, -7.7901e-02, 2.2684e-02, 5.8973e-02, -6.1211e-02,\n", - " 1.9602e-01, 3.1565e-01, -2.4154e-01, 3.5784e-02, 4.9467e-02,\n", - " 1.4409e-01, 2.4490e-01, -9.8887e-02, 2.4835e-01, 9.2711e-02,\n", - " 3.2594e-02, 7.4081e-02, 5.6852e-02, 9.8065e-02, 1.7443e-01,\n", - " -1.7547e-01, 1.0821e-01, 4.6956e-02, -3.4640e-02, -9.7270e-02,\n", - " -1.2609e-01, 1.2035e-01, -7.6743e-02, -1.0639e-01, 1.6784e-01,\n", - " -4.9866e-02, 1.0333e-01, 1.0522e-01, 1.5179e-01, -3.0479e-01,\n", - " -7.0301e-02, -2.9005e-02, -3.4377e-02, -1.2775e-02, -9.8235e-02,\n", - " 7.0030e-02, -4.1555e-02, 2.9312e-02, -1.7456e-01, 2.6781e-02,\n", - " -7.3569e-02, 1.1341e-02, 1.9553e-02, 1.2608e-01, 2.6021e-02,\n", - " -3.6152e-03, 4.9143e-02, -1.2326e-01, -1.1573e-01, 3.9702e-02,\n", - " -1.4943e-01, 2.1344e-01, 9.9080e-02, 1.9108e-01, -1.0432e-01,\n", - " 1.3486e-02, -9.2064e-02, 2.4596e-01, -9.7183e-02, -1.0261e-01,\n", - " -1.3897e-01, 1.7840e-01, -8.0058e-02, -1.1487e-01, 6.1808e-02,\n", - " -7.8657e-03, 1.6728e-01, 1.0095e-01, 1.2244e-01, -1.5050e-01,\n", - " 2.0223e-01, -2.0201e-01, -1.0440e-01, -4.1215e-02, -1.3105e-01,\n", - " 8.3872e-02, -3.2062e-02, -8.0579e-02, 8.3907e-02, 2.8233e-02,\n", - " 1.0655e-01, 2.2481e-01, 1.4318e-01, 8.2618e-02, 1.2441e-01,\n", - " -2.4331e-01, 8.0832e-02, 1.0313e-01, 8.7676e-02, -2.1546e-01,\n", - " 9.5545e-02, 3.8837e-02, 1.1641e-01, 4.2114e-02, 6.0657e-02,\n", - " -1.0108e-01, -9.0974e-02, -6.2579e-02, -8.1594e-02, 9.3718e-02,\n", - " -3.0397e-02, -1.4253e-02, -1.7241e-02, -1.1229e-01, 3.3603e-02,\n", - " -8.4441e-02, 1.9749e-01, 8.5270e-02, 9.0223e-02, 1.9584e-01,\n", - " 6.8251e-02, 2.2177e-01, 8.4442e-02, -5.9482e-02, -1.0383e-02,\n", - " -7.3091e-02, 3.5653e-02, 9.8981e-02, -1.4852e-01, -2.6779e-02,\n", - " 1.7400e-01, -1.0461e-01, -5.7997e-02, 1.1912e-01, -5.9575e-02,\n", - " 4.6618e-02, -2.0759e-01, -3.5469e-02, 5.1045e-02, -1.3807e-01,\n", - " 8.5282e-02, -3.9886e-01, 1.7920e-01, -1.5387e-03, 7.5340e-02,\n", - " 1.2698e-01, 1.3463e-01, 4.1148e-02, -1.7055e-01, -1.2576e-01,\n", - " 3.1260e-02, -7.5088e-02, 4.1695e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1144, -0.1504, -0.0784, ..., -0.1090, -0.1545, -0.0764],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.8733e-02, 8.4148e-02, -3.9932e-02, 1.9974e-02, 1.2925e-01,\n", - " -3.4325e-02, 1.0272e-02, 1.0497e-01, -3.9512e-03, -2.6223e-02,\n", - " -5.2587e-02, 1.0256e-01, 6.9379e-02, 9.1938e-03, -2.6524e-02,\n", - " 3.2820e-02, 8.4092e-02, -2.7931e-02, -3.5809e-02, -8.0384e-03,\n", - " 8.3539e-03, -1.2534e-01, -3.4888e-02, -6.1750e-02, -4.7726e-02,\n", - " 7.2362e-02, -3.9409e-02, 3.2599e-02, -2.3119e-01, 1.0033e-02,\n", - " 8.2269e-02, -1.4790e-02, 8.2173e-02, 1.4102e-02, 6.8216e-03,\n", - " 5.7407e-02, 3.3450e-03, 3.6970e-02, -2.5737e-02, -5.1332e-02,\n", - " -8.2655e-03, 1.6212e-02, 1.6062e-02, 2.6094e-02, -8.5147e-03,\n", - " -2.9655e-02, 1.7783e-02, 9.6241e-02, 3.7756e-02, -1.5162e-01,\n", - " -5.0180e-02, -5.6128e-02, 5.8431e-02, -1.6516e-01, 3.0202e-02,\n", - " 4.0676e-02, 8.5752e-02, -1.7583e-01, 2.8567e-03, -7.1696e-02,\n", - " 5.3509e-02, 1.5938e-01, -1.6331e-01, -1.0841e-01, 6.1553e-02,\n", - " 1.1936e-01, -7.4439e-02, -4.5016e-02, 1.6129e-02, -5.7615e-03,\n", - " -1.8323e-01, 6.3183e-02, -7.6440e-03, 1.6134e-02, 2.4976e-02,\n", - " -1.2384e-02, -2.4168e-02, 8.5865e-02, 1.5221e-02, 4.6307e-02,\n", - " 1.8974e-02, -1.6399e-02, -4.7848e-03, 4.5910e-02, 4.7655e-02,\n", - " -1.6408e-01, -3.6406e-02, 4.1445e-02, 2.0582e-03, 7.5305e-02,\n", - " 3.6207e-03, -8.9408e-02, 1.2104e-01, -6.7206e-02, 1.0240e-01,\n", - " -7.4031e-02, 8.6440e-02, -5.5431e-02, -4.7521e-02, -1.0777e-01,\n", - " 2.5522e-02, 2.4683e-02, 6.7388e-03, 1.1341e-02, 1.1625e-01,\n", - " -1.6916e-01, 6.9006e-03, -4.5920e-02, -6.3389e-02, -9.8795e-02,\n", - " -1.1763e-02, 2.6396e-02, -1.1824e-01, -8.3117e-03, -7.0929e-02,\n", - " 4.2962e-02, -5.8260e-02, -1.3235e-03, -3.0067e-02, 6.1744e-03,\n", - " -5.9929e-02, 6.6523e-02, -4.0003e-02, -5.4737e-03, 1.6844e-01,\n", - " -2.3808e-01, -9.9495e-03, 5.0065e-02, -6.8697e-02, -3.5038e-02,\n", - " 9.2285e-03, -4.9426e-02, -3.4044e-02, -5.4510e-02, 2.8514e-02,\n", - " -2.2295e-02, 4.2010e-02, 9.2599e-02, -4.8197e-02, 6.2775e-02,\n", - " -4.2222e-02, 5.5813e-02, 4.7171e-02, -3.0577e-02, -3.5585e-02,\n", - " -1.0381e-01, 9.9278e-02, 6.0218e-02, -7.7664e-02, 2.0602e-01,\n", - " 5.8852e-03, 1.1996e-01, -2.0498e-01, 2.7947e-02, -4.1860e-02,\n", - " -1.0740e-01, 7.2504e-02, 9.8906e-02, -3.4728e-03, -1.4435e-01,\n", - " -2.1729e-03, 9.9058e-03, -2.2585e-02, 5.5247e-02, -1.4785e-02,\n", - " 1.5799e-01, 3.9393e-02, -1.3659e-01, -7.6890e-02, -4.9164e-02,\n", - " 3.3953e-02, 9.5353e-02, -1.0275e-01, 8.9913e-02, 4.9757e-02,\n", - " 9.1625e-03, -3.6689e-03, -1.6011e-02, 1.6692e-02, -1.9708e-02,\n", - " 1.8098e-02, 6.0516e-03, -2.0227e-02, -7.7428e-03, 8.0691e-03,\n", - " -8.1879e-03, -1.4530e-02, 1.1431e-01, 2.9834e-03, -3.7115e-02,\n", - " 2.3553e-02, 7.2270e-03, -2.9914e-02, -1.0603e-01, 2.0180e-01,\n", - " 1.0560e-01, -1.5267e-02, 1.5938e-01, -1.3340e-02, 2.8815e-03,\n", - " -1.0612e-01, -1.3293e-03, 1.3947e-01, -2.4427e-02, -9.2026e-03,\n", - " 1.6498e-02, 2.0754e-02, -2.6225e-02, -1.8993e-02, 3.2672e-02,\n", - " 1.4828e-02, -7.1158e-02, 4.7700e-02, 3.4668e-02, 1.0450e-01,\n", - " 1.3739e-01, -1.4541e-01, -1.8669e-02, 7.6685e-02, -7.0014e-02,\n", - " 4.3535e-02, 6.1664e-02, -5.3280e-02, 1.1325e-02, 3.7875e-02,\n", - " -1.0879e-02, 4.9780e-02, 5.9468e-02, 9.0735e-03, 3.5371e-02,\n", - " 5.7307e-02, 1.8668e-03, 2.5530e-02, 7.0896e-03, -1.7353e-02,\n", - " 1.9435e-02, -6.4899e-02, 9.2190e-02, -8.1033e-02, -4.8230e-02,\n", - " -4.5026e-03, -5.5676e-02, -2.3679e-02, -2.6258e-03, -5.8901e-03,\n", - " -1.9796e-02, -1.6699e-01, -7.8646e-02, -4.3897e-03, -1.7698e-01,\n", - " -3.3531e-02, 2.3695e-02, -4.1124e-03, 7.3138e-02, 3.6102e-02,\n", - " -1.8301e-02, -1.4327e-01, 4.4598e-02, 2.0931e-02, -3.0549e-03,\n", - " 1.2830e-02, -7.4492e-02, 3.4359e-02, 1.2541e-01, -4.6189e-02,\n", - " -3.9201e-02, 9.7552e-03, 3.7750e-02, 7.1625e-02, 2.4458e-02,\n", - " -3.0181e-03, -2.8193e-02, -8.5843e-02, 1.3731e-01, 3.9742e-03,\n", - " -4.3739e-02, -1.1429e-01, 3.1875e-02, 4.0810e-02, -4.4685e-02,\n", - " 6.3718e-02, 9.0717e-03, -7.1695e-02, -1.0359e-01, -1.0513e-02,\n", - " 2.9483e-02, 4.7546e-02, 9.1696e-02, 3.4495e-02, 8.8962e-03,\n", - " -3.9718e-02, -1.2222e-01, -1.4585e-01, -8.0282e-02, 6.1389e-02,\n", - " -1.1939e-01, 4.9263e-02, 9.5245e-02, 5.2225e-02, -2.6672e-04,\n", - " 4.3842e-02, 6.2628e-02, 2.2652e-02, 9.8249e-02, -1.0906e-02,\n", - " -4.5524e-02, -1.0192e-01, 5.2994e-02, -6.0835e-01, 5.0270e-03,\n", - " -1.5364e-02, 1.5286e-02, 2.1073e-02, 6.7554e-02, -9.0608e-03,\n", - " 1.8360e-02, 1.3934e-02, -6.3171e-02, -6.1486e-02, 1.4765e-01,\n", - " -6.6814e-02, -2.5863e-03, 6.9072e-02, -1.0941e-01, 3.1477e-02,\n", - " -2.2110e-02, 1.2145e-02, -2.7738e-02, -5.2908e-03, 7.4516e-02,\n", - " 5.5743e-02, -1.8674e-01, 2.3701e-02, 7.1559e-02, 2.1703e-02,\n", - " 2.0873e-03, -1.3439e-01, -1.2334e-01, -1.7637e-02, 4.5334e-02,\n", - " 3.0578e-02, -4.3460e-02, -5.2143e-03, 5.8567e-02, -2.8273e-02,\n", - " 8.2915e-02, -1.9440e-02, -1.3945e-03, 5.1026e-02, 5.0649e-02,\n", - " -3.9138e-02, -5.1912e-02, -2.4802e-02, -9.4784e-02, 1.7877e-02,\n", - " -5.0511e-02, 3.3679e-02, -9.9476e-03, 4.0135e-02, 4.7101e-02,\n", - " 6.3703e-02, -3.5107e-02, -2.1194e-02, 1.2561e-02, 5.1499e-02,\n", - " 7.9785e-02, -1.1527e-01, -3.6837e-02, -2.6394e-02, -1.1905e-01,\n", - " -9.6783e-02, 1.0174e-01, -7.1383e-02, 7.3497e-02, 5.9568e-03,\n", - " 2.7958e-02, 1.7887e-02, -6.8977e-02, -8.5402e-02, 5.8450e-02,\n", - " 3.9519e-02, -1.8410e-01, 1.2126e-04, -4.3574e-02, 1.1224e-02,\n", - " 3.3192e-02, -6.9547e-02, 5.7797e-02, -1.2664e-01, -1.1532e-01,\n", - " 5.9530e-02, -5.7526e-02, 5.9039e-02, -1.3476e-01, 8.9598e-02,\n", - " -2.3440e-02, -6.9204e-02, -1.4727e-01, 1.4294e-02, 5.0500e-03,\n", - " -2.8631e-02, 9.9152e-02, -3.4129e-02, -1.9163e-02, -6.2302e-03,\n", - " -4.6757e-02, 1.7264e-02, -7.1762e-02, -2.2174e-03, 2.1902e-02,\n", - " -1.3039e-02, 8.1550e-02, -2.4097e-03, 4.2364e-02, -9.8135e-02,\n", - " 4.9271e-02, -1.4919e-01, 2.1463e-02, 2.5853e-02, 8.4497e-02,\n", - " 3.1409e-02, -8.7231e-02, 2.3432e-02, 2.6108e-02, -1.5420e-02,\n", - " 9.8409e-02, 3.8885e-02, -2.8016e-02, -5.3046e-02, 2.5736e-02,\n", - " 2.1690e-03, -1.0956e-01, -4.8602e-02, 7.6129e-02, -8.2873e-02,\n", - " 4.2430e-02, -8.3504e-02, -7.3892e-02, -1.0125e-02, -1.4667e-01,\n", - " -9.5249e-02, 9.5729e-03, 8.5266e-02, 1.7415e-02, -2.8028e-02,\n", - " 2.5408e-02, 1.9912e-02, 6.3563e-02, -4.2983e-02, -1.5981e-01,\n", - " -3.5785e-03, -1.2662e-02, 1.3002e-01, 1.6666e-02, 5.8627e-03,\n", - " 4.8556e-02, 4.7203e-02, 1.7450e-03, -1.3483e-01, -4.9563e-02,\n", - " -1.4003e-02, -2.5360e-01, -5.2211e-02, -2.0686e-02, 8.3077e-02,\n", - " 5.0855e-02, -9.7688e-02, -5.9463e-02, -6.4293e-02, 1.1800e-01,\n", - " -3.2926e-02, -5.5257e-02, 9.1997e-02, -4.2565e-02, -1.0886e-02,\n", - " -1.1272e-01, -1.2862e-01, -8.2809e-03, -1.0994e-01, -9.1479e-02,\n", - " 9.6863e-02, -2.8046e-02, -1.3795e-01, -1.6158e-01, -3.5587e-03,\n", - " -4.8395e-02, 5.6392e-02, -1.8106e-02, -9.4353e-02, 4.1005e-02,\n", - " -5.1372e-02, 1.7214e-02, -1.8481e-02, 7.0044e-02, -3.8291e-02,\n", - " -7.5019e-03, -4.6876e-03, 3.9003e-02, 4.4423e-02, 5.0153e-02,\n", - " 5.2446e-02, -2.7275e-02, -4.8073e-02, 5.8769e-02, 2.8080e-03,\n", - " 4.5470e-02, 2.2833e-03, 6.0874e-04, -9.9752e-02, 5.7378e-02,\n", - " -1.0630e-02, -3.7426e-02, 1.2583e-01, -4.5001e-02, -3.9327e-02,\n", - " 1.6199e-01, -5.4764e-02, -1.5673e-01, -6.9441e-02, -1.0944e-02,\n", - " 5.1280e-02, 1.7566e-02, 3.4806e-02, 5.7962e-02, -1.2460e-01,\n", - " 7.1225e-03, -9.8463e-02, -5.0013e-03, 3.9799e-02, 3.3597e-02,\n", - " 8.3196e-02, 2.5613e-03, -1.6847e-02, -3.5578e-02, 2.8758e-02,\n", - " -4.3673e-02, -6.4676e-02, 3.0697e-02, -9.0055e-02, -1.0292e-01,\n", - " -1.0245e-01, 9.5398e-04, -2.7432e-02, -6.1103e-03, -4.9161e-02,\n", - " 3.7931e-02, 4.0631e-02, -2.3265e-02, 7.0618e-02, 4.1810e-02,\n", - " 2.8776e-02, -3.7161e-02, 6.5217e-02, -1.1654e-03, -7.8283e-03,\n", - " 2.7351e-02, 1.5455e-02, -1.5972e-02, 2.5158e-02, 2.4958e-02,\n", - " -4.6502e-02, 8.6505e-02, -3.4910e-02, -1.8559e-02, 1.5461e-02,\n", - " 1.6169e-02, 2.7121e-02, 9.3568e-03, 5.8788e-02, 7.6800e-02,\n", - " 5.4809e-03, 2.6193e-02, 5.1144e-02, 9.2268e-02, -3.6491e-02,\n", - " -7.5628e-03, -1.4720e-02, -1.8948e-01, 1.4647e-02, 3.7082e-02,\n", - " -2.6529e-01, 5.7219e-02, 1.5396e-01, -1.1925e-01, -3.7577e-02,\n", - " -1.9909e-02, 1.1527e-01, 1.1313e-03, -4.4189e-02, 3.9548e-02,\n", - " -4.2856e-02, -1.4525e-02, 2.3683e-02, 1.6437e-01, -3.6342e-02,\n", - " -7.4286e-02, -7.5112e-03, 7.2363e-02, 2.3088e-02, -1.2503e-02,\n", - " 3.6760e-02, 5.9914e-02, -5.0071e-02, 8.0386e-02, 4.6452e-02,\n", - " 2.8015e-02, -8.0781e-05, 1.0830e-01, 1.6817e-02, 4.7501e-02,\n", - " -1.0762e-02, 7.1164e-03, 7.8382e-03, -6.2644e-02, -1.9247e-01,\n", - " -1.4347e-02, -7.3048e-02, 2.2692e-02, -1.6246e-02, -5.5042e-02,\n", - " 9.5695e-02, 9.0955e-02, -1.5286e-02, 4.5828e-02, -4.8537e-02,\n", - " 1.4751e-01, 8.7671e-02, -4.0721e-02, -4.9785e-02, 4.0275e-02,\n", - " 1.1929e-01, 9.4903e-03, 4.8871e-02, 1.3037e-01, -4.9360e-02,\n", - " 2.3836e-02, -2.5025e-02, 6.3108e-02, 4.9236e-02, 4.3546e-02,\n", - " 2.6752e-02, 1.7169e-02, 1.3107e-02, -1.7083e-02, -1.2547e-03,\n", - " 4.0917e-02, 5.0577e-02, -7.3947e-03, -8.5595e-03, 7.4129e-02,\n", - " 4.0050e-02, 1.0860e-01, 4.7651e-02, 1.2793e-01, -1.2744e-01,\n", - " -4.4319e-02, 3.5965e-02, -2.1850e-02, -1.3497e-02, -1.3468e-01,\n", - " 3.2172e-02, 2.5957e-03, 6.7975e-03, -3.0531e-02, 1.5896e-02,\n", - " -4.7839e-03, 6.4387e-02, 4.0266e-02, -5.7172e-02, 2.7410e-02,\n", - " -7.7412e-02, 2.6944e-02, 1.2465e-02, -3.9122e-02, 5.0666e-02,\n", - " -1.4740e-01, 4.7516e-02, 6.3075e-02, 2.9911e-02, -4.8246e-02,\n", - " -6.5840e-03, -5.5527e-02, 1.1806e-01, 3.4408e-02, -4.5568e-02,\n", - " 2.2651e-02, 5.3391e-02, 1.3716e-02, 2.3880e-02, 4.8446e-03,\n", - " 4.2257e-02, -6.9626e-02, 2.6004e-02, 6.0837e-02, 1.2059e-02,\n", - " 8.7400e-02, -7.7372e-02, -4.6636e-02, -7.2542e-02, -3.5519e-02,\n", - " 3.3962e-02, -5.6474e-02, 1.0723e-01, 7.9819e-02, 3.3902e-02,\n", - " 4.3674e-02, -7.9836e-02, -8.2630e-02, 7.5413e-02, 1.0358e-01,\n", - " -4.6357e-02, 1.4154e-01, 1.2171e-02, 1.4162e-01, -6.2105e-02,\n", - " 7.5363e-02, -1.7513e-02, -1.8573e-02, -1.4457e-03, 8.2117e-03,\n", - " -1.1108e-02, -3.8689e-02, 2.5486e-02, -2.0361e-02, 6.5482e-02,\n", - " 3.3344e-02, 3.0315e-02, -4.4187e-02, 4.3513e-02, 3.9621e-02,\n", - " 4.2747e-02, 8.9697e-02, 3.4566e-02, 1.8588e-02, 1.5672e-01,\n", - " -1.1812e-01, -4.0930e-03, 8.1755e-02, 3.5769e-02, 6.3572e-02,\n", - " 1.0883e-03, -3.1841e-02, 3.6285e-02, 9.1688e-02, -8.1209e-02,\n", - " 7.2905e-02, -6.2827e-02, -1.0302e-01, 1.4194e-01, 4.3877e-03,\n", - " 5.5821e-02, -1.0288e-02, -2.1995e-02, 1.1843e-01, -1.2469e-01,\n", - " 1.4905e-01, -1.8806e-01, -5.4970e-02, 1.0390e-01, -8.2367e-03,\n", - " 1.5988e-02, 8.2483e-02, -1.0849e-02, -5.4032e-02, -8.4511e-02,\n", - " -3.5080e-02, 3.4848e-02, 2.8213e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8277, 0.8301, 0.8240, 0.8177, 0.8079, 0.8100, 0.8036, 0.8522, 0.8551,\n", - " 0.8169, 0.7806, 0.7337, 0.7863, 0.7730, 0.8375, 0.8041, 0.8061, 0.8016,\n", - " 0.8408, 0.7392, 0.7740, 0.7708, 0.8359, 0.8227, 0.7975, 0.8112, 0.7658,\n", - " 0.8323, 0.7687, 0.8531, 0.8592, 0.7577, 0.8079, 0.8369, 0.8471, 0.8331,\n", - " 0.8273, 0.8057, 0.8124, 0.7691, 0.8495, 0.8234, 0.8501, 0.7961, 0.8522,\n", - " 0.7840, 0.7822, 0.8514, 0.8460, 0.8470, 0.7964, 0.8478, 0.8130, 0.7019,\n", - " 0.8158, 0.7743, 0.8380, 0.7285, 0.8359, 0.7921, 0.8133, 0.7856, 0.7004,\n", - " 0.7705, 0.8432, 0.8413, 0.8325, 0.8377, 0.8125, 0.8165, 0.8470, 0.8586,\n", - " 0.8196, 0.7712, 0.8265, 0.7431, 0.8368, 0.7278, 0.8027, 0.7891, 0.8402,\n", - " 0.8433, 0.8402, 0.8197, 0.7598, 0.7877, 0.8053, 0.8336, 0.8372, 0.8350,\n", - " 0.8039, 0.8132, 0.5940, 0.8155, 0.7984, 0.8266, 0.6752, 0.7806, 0.8389,\n", - " 0.8443, 0.8581, 0.8442, 0.8277, 0.7956, 0.7788, 0.7312, 0.8343, 0.8495,\n", - " 0.8111, 0.7726, 0.8063, 0.8345, 0.7888, 0.8002, 0.8409, 0.8193, 0.8223,\n", - " 0.8601, 0.8320, 0.7739, 0.8222, 0.6359, 0.7974, 0.8067, 0.7298, 0.8037,\n", - " 0.8087, 0.7821, 0.8326, 0.7736, 0.8397, 0.8211, 0.7089, 0.8164, 0.8395,\n", - " 0.8400, 0.8117, 0.7846, 0.8333, 0.7100, 0.8411, 0.8386, 0.8338, 0.8388,\n", - " 0.8346, 0.5569, 0.8557, 0.8325, 0.8282, 0.7773, 0.8361, 0.8310, 0.7520,\n", - " 0.8389, 0.8572, 0.7952, 0.8299, 0.7512, 0.8420, 0.6939, 0.8317, 0.8687,\n", - " 0.8183, 0.8616, 0.7956, 0.8261, 0.8314, 0.7800, 0.5588, 0.8346, 0.8683,\n", - " 0.8112, 0.7879, 0.8028, 0.8562, 0.6863, 0.8062, 0.7932, 0.8269, 0.8056,\n", - " 0.8084, 0.8563, 0.8230, 0.8251, 0.8396, 0.8341, 0.8258, 0.8204, 0.8539,\n", - " 0.8217, 0.8398, 0.7887, 0.8112, 0.8355, 0.8283, 0.8206, 0.8512, 0.7909,\n", - " 0.8015, 0.7912, 0.8390, 0.8087, 0.6918, 0.7956, 0.8195, 0.7645, 0.8281,\n", - " 0.7960, 0.8403, 0.7865, 0.8040, 0.8417, 0.7932, 0.7975, 0.8318, 0.7300,\n", - " 0.7066, 0.8486, 0.6777, 0.7939, 0.8230, 0.8135, 0.8384, 0.8055, 0.8309,\n", - " 0.6804, 0.8080, 0.7632, 0.8364, 0.8377, 0.7982, 0.8263, 0.8038, 0.8576,\n", - " 0.8387, 0.8119, 0.8121, 0.7833, 0.8459, 0.7750, 0.8145, 0.8484, 0.8334,\n", - " 0.7974, 0.8264, 0.6991, 0.7907, 0.8151, 0.8168, 0.6546, 0.8028, 0.7928,\n", - " 0.8105, 0.8411, 0.8573, 0.8090, 0.7671, 0.7941, 0.8282, 0.8036, 0.8380,\n", - " 0.8046, 0.8382, 0.8371, 0.7709, 0.7991, 0.8187, 0.8250, 0.8177, 0.8412,\n", - " 0.8272, 0.8289, 0.8192, 0.8469, 0.8527, 0.8390, 0.7617, 0.8307, 0.8187,\n", - " 0.8276, 0.7604, 0.8274, 0.8530, 0.7192, 0.8223, 0.8360, 0.8299, 0.8127,\n", - " 0.7852, 0.8696, 0.7963, 0.7545, 0.8148, 0.8314, 0.7847, 0.7734, 0.7513,\n", - " 0.7431, 0.8426, 0.8341, 0.8468, 0.8248, 0.8509, 0.8431, 0.8267, 0.8204,\n", - " 0.7688, 0.8486, 0.5621, 0.8455, 0.8136, 0.6994, 0.8054, 0.8008, 0.8402,\n", - " 0.8216, 0.8460, 0.8524, 0.8319, 0.6813, 0.8301, 0.8019, 0.7987, 0.8115,\n", - " 0.8433, 0.8331, 0.7921, 0.8358, 0.8544, 0.8229, 0.7799, 0.7562, 0.8338,\n", - " 0.8106, 0.8286, 0.8266, 0.8215, 0.8480, 0.8471, 0.8274, 0.7780, 0.8844,\n", - " 0.7968, 0.8492, 0.8036, 0.6878, 0.8510, 0.8124, 0.8207, 0.8202, 0.8194,\n", - " 0.8352, 0.8419, 0.7187, 0.8432, 0.8352, 0.8126, 0.7886, 0.7904, 0.7973,\n", - " 0.8266, 0.8118, 0.8015, 0.8123, 0.8173, 0.8352, 0.7912, 0.8307, 0.8286,\n", - " 0.7644, 0.8383, 0.8261, 0.8464, 0.8039, 0.8266, 0.8392, 0.8583, 0.8216,\n", - " 0.7742, 0.8632, 0.8260, 0.3881, 0.8394, 0.8179, 0.8230, 0.8499, 0.8184,\n", - " 0.8471, 0.8469, 0.8088, 0.7857, 0.8234, 0.8166, 0.8113, 0.8416, 0.8684,\n", - " 0.8196, 0.7618, 0.8217, 0.8412, 0.8231, 0.7978, 0.7933, 0.8135, 0.7835,\n", - " 0.7824, 0.8399, 0.8169, 0.8271, 0.8516, 0.8067, 0.8441, 0.8442, 0.8390,\n", - " 0.8231, 0.7982, 0.8247, 0.8035, 0.8224, 0.7074, 0.8018, 0.7302, 0.8141,\n", - " 0.8040, 0.7746, 0.8048, 0.8193, 0.7969, 0.8459, 0.7264, 0.8420, 0.8009,\n", - " 0.8319, 0.7895, 0.8335, 0.8469, 0.7720, 0.8081, 0.8252, 0.8014, 0.8064,\n", - " 0.8453, 0.7915, 0.6704, 0.8249, 0.8052, 0.8175, 0.8050, 0.8078, 0.7764,\n", - " 0.8468, 0.8520, 0.8147, 0.7963, 0.8542, 0.8525, 0.8420, 0.8328, 0.8054,\n", - " 0.8030, 0.8033, 0.6928, 0.8538, 0.8449, 0.8284, 0.7567, 0.7780, 0.7906,\n", - " 0.7780, 0.8344, 0.8115, 0.7794, 0.8280, 0.8387, 0.8196, 0.8362, 0.8165,\n", - " 0.8445, 0.7990, 0.8085, 0.8142, 0.8029, 0.7262, 0.8085, 0.8196, 0.8165,\n", - " 0.8051, 0.8454, 0.7807, 0.8250, 0.8383, 0.8336, 0.7794, 0.8388, 0.8483,\n", - " 0.8315, 0.7269, 0.8090, 0.8527, 0.7946, 0.7988, 0.8270, 0.8193, 0.7879,\n", - " 0.8196, 0.8687, 0.7983, 0.8115, 0.8259, 0.8336, 0.7830, 0.7999, 0.8265,\n", - " 0.8509, 0.8074, 0.7933, 0.8113, 0.6988, 0.8044, 0.8076, 0.8536, 0.7355,\n", - " 0.8307, 0.8120, 0.8270, 0.8455, 0.8255, 0.8303, 0.8297, 0.7546, 0.7672,\n", - " 0.8094, 0.8624, 0.8330, 0.8477, 0.8068, 0.8105, 0.8444, 0.8039, 0.8981,\n", - " 0.7537, 0.7125, 0.8363, 0.7913, 0.8363, 0.7347, 0.8344, 0.8354, 0.8048,\n", - " 0.8059, 0.8445, 0.7743, 0.8134, 0.8532, 0.8359, 0.8299, 0.8033, 0.7840,\n", - " 0.8236, 0.8541, 0.8487, 0.8171, 0.8339, 0.8332, 0.8096, 0.8166, 0.8145,\n", - " 0.8519, 0.8311, 0.8342, 0.8283, 0.8591, 0.8476, 0.7541, 0.8033, 0.8372,\n", - " 0.8646, 0.6989, 0.8340, 0.8383, 0.7917, 0.8560, 0.8330, 0.7985, 0.8331,\n", - " 0.8313, 0.7542, 0.8703, 0.7986, 0.8627, 0.8518, 0.8247, 0.8565, 0.8131,\n", - " 0.7871, 0.8081, 0.8073, 0.8369, 0.8309, 0.8351, 0.8189, 0.8732, 0.8500,\n", - " 0.8222, 0.8366, 0.7896, 0.8489, 0.7662, 0.8248, 0.8169, 0.8615, 0.7782,\n", - " 0.8555, 0.7951, 0.7110, 0.8467, 0.7843, 0.8690, 0.8457, 0.7830, 0.7802,\n", - " 0.8254, 0.8532, 0.8491, 0.8285, 0.8209, 0.8077, 0.8030, 0.8119, 0.8428,\n", - " 0.8136, 0.7624, 0.8103, 0.7947, 0.8437, 0.8068, 0.8396, 0.8406, 0.7835,\n", - " 0.8345, 0.8277, 0.7829, 0.8547, 0.7828, 0.8521, 0.8312, 0.8157, 0.8535,\n", - " 0.8401, 0.7960, 0.8563, 0.8394, 0.8357, 0.7940, 0.6845, 0.7782, 0.7624,\n", - " 0.8355, 0.8324, 0.8043, 0.8515, 0.8547, 0.8360, 0.8429, 0.8399, 0.8104,\n", - " 0.8491, 0.8054, 0.8266, 0.8183, 0.7222, 0.8422, 0.8132, 0.7829, 0.8348,\n", - " 0.8351, 0.8274, 0.8255, 0.8413, 0.8376, 0.8442, 0.8350, 0.7864, 0.8308,\n", - " 0.8487, 0.8218, 0.7692, 0.8632, 0.8519, 0.8406, 0.8342, 0.8463, 0.8128,\n", - " 0.8563, 0.8318, 0.8065, 0.8136, 0.7724, 0.8133, 0.6653, 0.8605, 0.8267,\n", - " 0.8252, 0.8331, 0.8426, 0.7846, 0.7529, 0.7901, 0.8348, 0.8520, 0.7725,\n", - " 0.8336, 0.7802, 0.8415, 0.8095, 0.8517, 0.8034, 0.8115, 0.8359, 0.7958,\n", - " 0.7874, 0.8450, 0.8469, 0.8218, 0.8210, 0.8376, 0.8229, 0.8073, 0.8181,\n", - " 0.8189, 0.8266, 0.8234, 0.8492, 0.9094, 0.7444, 0.8136, 0.8407, 0.7935,\n", - " 0.8565, 0.7543, 0.8300, 0.8253, 0.8389, 0.8078, 0.8304, 0.8055, 0.7951,\n", - " 0.8124, 0.8217, 0.8558, 0.8421, 0.8404, 0.8037, 0.8344, 0.8407, 0.7752,\n", - " 0.7358, 0.8422, 0.8273, 0.7704, 0.8245, 0.8083, 0.8066, 0.8114, 0.8096,\n", - " 0.7860, 0.8131, 0.8555], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.0494e-02, -6.9239e-02, -3.3572e-02, 5.2311e-02, -9.7171e-02,\n", - " 7.0128e-02, -1.3345e-01, -9.1016e-02, -2.4380e-02, -1.7933e-02,\n", - " -2.0095e-02, -1.3722e-01, 6.0120e-02, -1.2645e-01, -6.3324e-03,\n", - " -2.1480e-02, 8.3300e-03, 2.0323e-02, -1.0128e-03, -2.2379e-01,\n", - " -1.5738e-01, 9.2064e-02, -1.1581e-01, -8.6196e-02, -2.0264e-02,\n", - " -1.4674e-01, -9.4585e-02, 3.9849e-04, 5.5408e-02, -4.3916e-02,\n", - " -2.2805e-02, -8.6351e-02, -8.7145e-02, 3.4056e-02, -6.8661e-02,\n", - " 1.8095e-02, 2.7065e-02, -1.1772e-01, -1.1491e-01, 4.3329e-02,\n", - " -5.1076e-02, 5.3483e-02, -3.8194e-02, -1.0900e-01, -2.8203e-02,\n", - " 6.1454e-03, -2.3486e-02, 1.3464e-02, -6.8799e-02, -1.1370e-02,\n", - " 1.0033e-01, -2.9508e-02, -1.5438e-01, 7.8670e-02, -4.9823e-02,\n", - " -1.6524e-02, -5.2450e-02, 8.6899e-02, -9.1755e-02, 7.7384e-03,\n", - " 1.7778e-02, -6.9716e-03, 4.4335e-02, 6.0352e-02, -2.8732e-02,\n", - " -7.2967e-02, -4.5065e-02, -2.8727e-02, -3.7056e-02, 3.2750e-02,\n", - " 5.2438e-02, -6.3101e-02, 3.2352e-02, -3.4270e-03, -1.2161e-01,\n", - " -5.3811e-02, -3.8245e-02, -6.8196e-02, -7.2574e-02, -7.1561e-02,\n", - " -3.0189e-02, -4.1359e-02, -8.1225e-02, -1.2027e-01, -5.1078e-02,\n", - " -2.4684e-02, 6.5825e-02, -9.9088e-02, -4.6596e-02, -4.5763e-02,\n", - " -2.2356e-02, -1.1253e-02, -2.5705e-01, 1.4600e-02, -6.2228e-02,\n", - " -7.3428e-03, -1.2882e-01, 2.9436e-02, -1.1786e-02, -4.7502e-03,\n", - " -8.8863e-02, -8.7100e-02, -5.8786e-02, 1.8792e-03, -7.9713e-02,\n", - " -3.4753e-02, 3.4736e-02, 4.8005e-04, -5.7281e-02, -5.4666e-02,\n", - " -2.1907e-02, -5.9543e-02, 6.3744e-02, 5.4463e-02, -1.8910e-02,\n", - " -1.1957e-02, -4.1915e-02, -3.7542e-02, -3.9728e-03, -1.2213e-01,\n", - " 1.5178e-03, 1.2422e-01, 1.7821e-02, -2.6692e-02, -3.3790e-02,\n", - " 2.9188e-02, -4.7732e-03, -7.5892e-02, -5.5306e-02, -2.4165e-02,\n", - " -7.3612e-02, -8.2526e-02, 3.5692e-02, -5.8749e-03, 8.7773e-03,\n", - " 4.5198e-02, -2.0331e-02, -5.5151e-02, 4.1368e-02, 7.1295e-02,\n", - " -3.1735e-02, -5.6571e-02, -2.6447e-02, -4.8356e-02, -4.5267e-02,\n", - " 1.5224e-01, -2.9308e-02, -1.9321e-03, -2.0700e-02, -1.3055e-01,\n", - " -3.4241e-02, -9.5634e-02, 3.7676e-02, -7.1527e-02, -5.6979e-02,\n", - " -1.2920e-02, -1.0852e-01, -1.7097e-01, -6.8022e-02, -1.5923e-02,\n", - " -1.1302e-02, -1.4833e-02, -1.1621e-02, -6.5376e-02, -1.7816e-02,\n", - " -1.3714e-01, -4.9338e-02, 5.9311e-02, 1.7468e-01, -1.6213e-02,\n", - " -3.8584e-02, -8.1795e-02, -1.4310e-02, -1.6689e-01, -8.2473e-02,\n", - " -1.0993e-01, -3.3751e-02, -4.3828e-02, -3.1490e-02, -8.1261e-02,\n", - " 9.9612e-03, -6.5593e-02, -1.8580e-02, -1.3301e-01, -1.0810e-01,\n", - " -1.1314e-02, -1.0608e-01, -8.7890e-02, -1.0554e-01, -3.7420e-02,\n", - " -1.8246e-03, 7.0297e-02, -1.3699e-01, -3.7411e-03, -6.0961e-02,\n", - " -8.1663e-02, -2.2591e-02, -1.1217e-01, -2.6142e-04, 1.7505e-02,\n", - " 7.0455e-03, -1.0829e-01, -4.9968e-02, -6.3656e-02, 1.3295e-02,\n", - " -8.9551e-02, -7.4982e-02, -3.2262e-02, -6.2251e-02, -1.4836e-02,\n", - " -2.6610e-02, 1.5064e-02, -9.6644e-02, -1.1627e-01, -1.9382e-02,\n", - " 1.0768e-04, 3.9637e-02, -5.2214e-03, -1.2991e-01, 6.9673e-03,\n", - " -3.5884e-02, -8.1422e-02, -5.3881e-02, -3.2233e-02, -3.7856e-02,\n", - " -1.3889e-01, -9.4414e-02, 2.1097e-02, -9.0368e-02, -3.8438e-02,\n", - " -8.8240e-02, -3.0354e-02, -6.7163e-02, -1.7042e-02, -3.0849e-02,\n", - " -8.2202e-02, -5.1699e-02, -4.8954e-02, -8.5609e-03, 3.8232e-02,\n", - " -2.2692e-02, -4.4196e-02, -3.3168e-03, -5.7049e-02, -4.1371e-02,\n", - " -5.3919e-03, 3.6889e-02, -5.6482e-02, 2.5477e-02, 1.0118e-01,\n", - " -5.4489e-02, -1.1332e-01, 1.7647e-03, -1.9584e-03, 1.1106e-03,\n", - " 4.3217e-02, 6.1327e-02, 3.9738e-02, -5.9028e-02, -5.5770e-02,\n", - " -9.0251e-02, 1.3630e-02, -1.2098e-01, -7.1996e-02, -1.0900e-01,\n", - " -5.6447e-02, -2.1974e-02, -4.7587e-02, -7.2531e-02, -5.2994e-02,\n", - " -3.7659e-02, -3.2374e-02, -4.5239e-02, -3.4204e-02, 1.7925e-02,\n", - " -4.6292e-02, 1.5596e-02, 7.1451e-02, -1.2783e-02, 4.8524e-02,\n", - " -9.0837e-02, -3.6809e-02, -3.9677e-02, 2.7325e-02, 8.5334e-02,\n", - " -3.6055e-02, -6.7942e-02, -1.3512e-01, -9.5420e-02, -4.2282e-02,\n", - " -4.9434e-02, -2.7950e-02, 3.2344e-02, -2.4760e-03, -1.1095e-01,\n", - " -5.5282e-02, -1.9309e-02, -1.9236e-01, -3.5105e-02, -2.2421e-02,\n", - " 9.6877e-03, -2.4121e-02, 2.8237e-02, -9.0179e-02, -1.6678e-01,\n", - " -1.2857e-01, 4.6221e-02, 1.1899e-02, 7.4813e-02, -1.4786e-02,\n", - " 1.1839e-02, -8.9604e-02, -4.1799e-02, 1.0231e-02, -6.7102e-02,\n", - " -3.7469e-02, -5.3879e-02, -4.5370e-02, 2.1477e-03, -5.8916e-02,\n", - " -1.2198e-02, -3.8707e-02, -8.7035e-02, 5.5218e-02, -4.0060e-02,\n", - " -1.1132e-01, -5.1071e-02, -2.2102e-02, -1.3831e-02, -4.9538e-02,\n", - " -9.4911e-03, -2.8487e-02, -4.1896e-02, -1.3084e-01, 1.0205e-02,\n", - " -6.7491e-02, -1.0187e-02, 8.5128e-03, -2.9098e-02, -3.2847e-02,\n", - " -1.4953e-02, -9.7244e-02, -6.8480e-02, -9.8954e-03, -1.8714e-02,\n", - " -9.5773e-02, -1.2151e-02, 3.7252e-02, 3.0568e-02, 4.8364e-02,\n", - " 1.0140e-02, -1.1715e-01, -7.1135e-03, -6.8321e-02, -3.3497e-02,\n", - " 6.0599e-03, -2.0805e-02, -6.9610e-02, 2.6346e-02, -3.9408e-02,\n", - " -5.0415e-02, 2.9185e-02, -4.1285e-02, -7.8182e-02, -4.6692e-02,\n", - " -3.0470e-03, -6.4371e-04, -5.5869e-02, 6.5250e-03, 2.3301e-02,\n", - " -4.1362e-04, -4.1954e-02, -7.7697e-02, -8.7864e-02, 3.1415e-02,\n", - " -4.8112e-02, -3.6784e-02, -1.1244e-02, 5.0423e-02, -1.6101e-02,\n", - " -2.0555e-02, 1.1417e-01, -8.2894e-02, 8.9627e-02, -3.6676e-02,\n", - " -3.0710e-02, 2.6132e-02, -9.3542e-02, -1.4358e-02, 1.5105e-02,\n", - " -5.9929e-02, -6.5510e-02, -9.4797e-02, -1.4699e-02, -1.1456e-01,\n", - " -2.8886e-02, 9.0256e-03, 5.1278e-02, -2.4078e-02, -2.6382e-02,\n", - " 7.3632e-03, 6.1210e-03, -2.3070e-02, 4.8692e-02, -4.5451e-02,\n", - " 1.1202e-01, -6.4603e-02, -6.3012e-02, -6.5059e-02, 4.8674e-03,\n", - " 4.3204e-02, 5.3306e-03, -5.1949e-02, -6.2507e-02, -1.3015e-02,\n", - " -6.6683e-02, -4.0300e-02, -3.0812e-02, -4.4579e-02, -1.9321e-02,\n", - " -1.2225e-02, 3.4613e-02, -9.7632e-02, -3.5585e-02, 7.1398e-02,\n", - " -5.7081e-02, -3.2617e-02, 6.4256e-03, 5.1575e-02, -9.0184e-02,\n", - " -3.7052e-02, 1.3078e-02, 1.5910e-03, -5.1146e-02, -5.8468e-02,\n", - " -1.1555e-01, 6.6237e-02, 2.4509e-02, 1.4734e-02, 4.2756e-02,\n", - " -3.3400e-02, -3.2198e-02, -3.0030e-02, 1.4074e-02, -3.5604e-02,\n", - " 8.0464e-03, 1.2484e-02, -6.4880e-02, -1.3125e-02, 5.6338e-02,\n", - " -1.0700e-02, -3.3618e-02, -1.2430e-01, 6.0595e-02, -8.8803e-02,\n", - " -9.2630e-03, -4.9865e-02, -6.3150e-02, 5.6852e-03, 3.0266e-02,\n", - " -6.2053e-02, 4.9653e-02, -6.0407e-02, -1.2440e-01, -9.0744e-02,\n", - " 2.5398e-02, 5.8245e-02, -3.4738e-02, -7.4756e-02, -4.9891e-02,\n", - " -5.4959e-02, 2.7933e-02, -4.3400e-03, -2.1084e-02, -3.5295e-02,\n", - " -1.1632e-02, -2.2031e-02, -3.1687e-02, 3.6487e-02, -1.0440e-02,\n", - " -6.6188e-02, -1.2880e-01, -1.9424e-02, -3.0458e-02, -1.5626e-02,\n", - " -3.9210e-02, -5.5642e-02, -7.9712e-02, 8.0355e-02, -3.8994e-02,\n", - " -5.3180e-02, -2.2593e-02, -1.2382e-01, -3.7367e-02, 2.5418e-02,\n", - " -3.8537e-02, 2.6419e-03, -7.3765e-02, -1.6326e-02, -7.1445e-02,\n", - " -2.2867e-02, -4.3866e-02, -4.9742e-02, -3.7827e-03, 5.7705e-03,\n", - " -1.9355e-02, 1.5992e-03, -4.3071e-02, 3.0688e-04, -4.5572e-02,\n", - " -2.1450e-02, -1.2305e-02, -4.0738e-02, -5.7952e-02, 6.4506e-02,\n", - " -1.1078e-01, 2.5363e-02, -8.9307e-03, 4.0527e-02, -7.7325e-02,\n", - " 1.4900e-02, -7.9799e-02, -7.6209e-02, 1.9006e-02, 4.6509e-02,\n", - " 1.6076e-03, -5.7261e-02, -4.3976e-02, -5.0785e-02, -4.6341e-02,\n", - " 3.8114e-02, -2.7983e-02, -3.8558e-02, -5.8375e-03, -2.4728e-02,\n", - " -1.4737e-02, -1.9339e-02, -7.8047e-02, -3.7503e-02, 4.3071e-02,\n", - " -6.7834e-02, 4.3043e-02, -3.3216e-03, -3.3793e-02, -1.9978e-02,\n", - " 2.2843e-02, 6.1715e-03, 5.2989e-03, -1.0278e-01, -9.8603e-02,\n", - " -4.4119e-02, 4.0115e-02, -9.1831e-02, -7.6330e-02, -1.1738e-01,\n", - " 3.6531e-02, -7.6673e-02, -3.6519e-02, -1.0326e-01, -3.4593e-02,\n", - " -4.5150e-03, -2.6802e-03, 2.9437e-02, -3.0110e-03, 8.7811e-03,\n", - " -5.4702e-02, -4.1350e-02, 9.9302e-03, -4.0556e-02, 1.0190e-02,\n", - " -5.4287e-02, -4.5395e-02, -5.2088e-02, -5.4472e-02, -2.1482e-02,\n", - " -5.3140e-02, -1.0429e-02, 2.5314e-02, -7.8315e-02, -3.4090e-02,\n", - " 2.8963e-02, -1.7140e-02, -9.9090e-02, -3.1958e-02, -9.6056e-03,\n", - " -6.8848e-02, -1.9435e-01, -4.6869e-02, 4.7915e-03, -2.3587e-02,\n", - " -8.4345e-02, 1.2865e-02, -4.7453e-02, -2.7520e-02, -6.9908e-02,\n", - " -2.1776e-02, -7.7942e-02, -8.1344e-02, -8.8128e-02, -5.5907e-02,\n", - " -8.7587e-02, -7.8733e-02, 3.1099e-02, -6.0602e-02, -9.8341e-02,\n", - " -5.5006e-02, -5.6393e-02, -8.4273e-02, -5.1951e-02, -3.8026e-03,\n", - " -3.0514e-02, -1.3434e-03, -4.0253e-02, -1.6160e-02, -1.1743e-02,\n", - " -7.5754e-02, 1.7645e-02, -2.8654e-02, -3.1305e-02, -8.4756e-02,\n", - " -6.8512e-02, -7.9587e-03, -3.8693e-02, -4.4597e-02, -2.3619e-02,\n", - " -7.1496e-02, -1.5750e-01, 1.7903e-02, -2.3177e-02, -3.9376e-02,\n", - " -9.9279e-02, -1.0198e-01, 1.2039e-02, -1.4439e-01, -8.0793e-02,\n", - " -3.7915e-02, -6.8198e-02, -6.3960e-02, -8.7385e-02, -9.4628e-02,\n", - " 1.5104e-02, -4.5651e-02, -5.6888e-02, -3.9364e-02, 4.2532e-03,\n", - " 6.2822e-03, -9.7295e-02, 1.4715e-03, 1.7083e-02, -1.0385e-01,\n", - " -2.4758e-02, -4.0588e-02, -5.9271e-02, -8.8198e-02, 5.1931e-02,\n", - " -1.8842e-02, -2.4097e-02, -1.9881e-02, -4.3839e-02, -1.6683e-02,\n", - " -5.7929e-02, -8.8481e-03, -7.9132e-02, -2.8942e-03, -3.2661e-02,\n", - " -1.8181e-02, -5.9240e-02, -4.1779e-02, -8.2334e-02, -3.7144e-02,\n", - " -3.9740e-02, -6.6563e-02, -7.5435e-03, 2.7602e-04, -6.0352e-02,\n", - " 1.2749e-02, -1.1228e-01, -5.8860e-02, -1.0841e-01, 1.1129e-02,\n", - " -5.4373e-02, -6.4303e-03, -1.3797e-01, 3.4063e-03, -2.5362e-02,\n", - " 2.8497e-02, -1.2011e-01, -4.9321e-03, -1.8135e-02, -6.4064e-02,\n", - " -3.5712e-02, -1.1776e-01, -5.8070e-02, -6.3189e-02, 7.0842e-04,\n", - " -1.1438e-01, 3.0301e-02, -5.7693e-03, -4.8914e-02, 2.9518e-02,\n", - " -9.2074e-02, -4.9359e-03, -3.9812e-03, -7.0403e-02, -2.5478e-02,\n", - " -5.9708e-02, -1.2388e-01, -8.2504e-02, -8.5471e-02, -7.7713e-02,\n", - " 4.3188e-02, -8.7228e-02, -5.0785e-02, -7.9561e-02, 4.8213e-02,\n", - " -7.1289e-02, -2.9454e-02, -6.5618e-02, -7.7986e-02, -7.0871e-02,\n", - " 1.4499e-02, 1.3745e-02, -2.4416e-02, 5.4785e-03, -8.4109e-02,\n", - " -2.3814e-02, -1.8341e-02, -2.6466e-02, 1.2193e-02, -7.6618e-02,\n", - " 1.0241e-02, -8.7620e-02, -6.6335e-02, -8.3364e-02, -1.1883e-01,\n", - " -7.5803e-02, -1.0263e-01, -3.6374e-02, 3.0434e-03, -1.2217e-02,\n", - " -4.6287e-03, -3.8441e-02, -1.1248e-01, 1.5267e-02, -3.3650e-02,\n", - " -9.1552e-02, 6.4992e-03, -1.8604e-02, -8.0038e-02, -3.1986e-02,\n", - " -5.3885e-02, 5.8193e-02, -1.5155e-02, -6.5616e-02, -7.0809e-03,\n", - " -4.9905e-02, 1.1088e-01, -9.8603e-02, -1.8572e-02, -5.9597e-02,\n", - " -6.4257e-02, -8.4648e-02, -3.6704e-02, 1.0849e-02, 1.0935e-02,\n", - " -2.9944e-02, -8.9490e-03, -4.9784e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 7.0458e-02, -1.3413e-01, -5.1415e-02, 6.1329e-04, 1.2485e-01,\n", - " -2.3160e-02, 9.2162e-04, -5.2612e-03, -7.9784e-02, -2.2057e-01,\n", - " -7.4146e-02, 1.0247e-01, 9.7634e-02, -1.5478e-01, -4.0834e-02,\n", - " 3.7156e-02, -6.8666e-02, -6.1311e-02, 1.1434e-01, -3.3406e-02,\n", - " 1.1338e-01, -1.7237e-01, 1.0358e-01, 1.8742e-02, 4.1806e-02,\n", - " -1.5427e-01, 1.4638e-02, -1.6289e-03, -3.6387e-02, 8.1822e-02,\n", - " -5.6402e-02, -2.3178e-01, -4.4397e-02, -7.9753e-02, 1.1408e-01,\n", - " 1.1806e-01, -1.4331e-03, -2.4632e-02, 5.3993e-02, 1.6443e-02,\n", - " -6.9576e-02, -1.3975e-01, 7.5028e-02, 3.5681e-02, -4.6045e-02,\n", - " -9.7089e-02, 2.8592e-01, 5.0177e-02, 1.0826e-01, 2.3113e-02,\n", - " 1.8790e-02, 9.3372e-02, -1.5020e-01, -5.6738e-02, 2.5033e-02,\n", - " 1.0295e-01, -2.2554e-02, 3.8231e-02, 9.6961e-02, -1.1177e-01,\n", - " 3.1087e-02, -2.9600e-02, -4.6057e-02, -4.5839e-02, 3.3200e-02,\n", - " 5.9752e-02, -1.1522e-01, -5.7751e-02, 5.7012e-02, 3.5096e-02,\n", - " 1.4827e-01, -5.2832e-02, 3.2397e-02, -6.1503e-02, 4.9718e-02,\n", - " 3.6928e-02, 1.1139e-01, -1.4615e-01, 6.1351e-02, -2.2236e-02,\n", - " 5.3864e-02, 1.9927e-01, 1.9497e-01, 4.5732e-02, -3.4166e-02,\n", - " -7.0115e-02, 8.3599e-03, 1.0147e-01, 3.2765e-02, -8.3591e-02,\n", - " -1.2635e-01, 8.6134e-02, 1.4976e-02, -7.3115e-02, 2.0502e-01,\n", - " 1.4502e-01, 1.5976e-01, 2.2137e-01, 3.6839e-02, 8.7763e-02,\n", - " 9.6183e-02, 6.6420e-02, 5.8736e-02, 2.3167e-02, -1.3591e-01,\n", - " 1.2142e-01, -1.0120e-01, -2.0058e-01, 4.2026e-02, 1.9183e-01,\n", - " -2.4461e-02, 3.7974e-02, -2.4038e-01, 2.2500e-02, 9.4703e-03,\n", - " 1.9583e-02, -6.9426e-02, -1.1339e-01, 2.0212e-01, 8.9252e-02,\n", - " -7.1125e-03, -1.6362e-01, -3.0168e-01, 8.2694e-02, -3.1659e-01,\n", - " -1.6747e-01, 1.2972e-01, -2.7914e-02, -2.6397e-01, 4.1177e-01,\n", - " 1.2252e-01, -1.9190e-01, 1.2659e-01, 2.2187e-01, 1.8745e-01,\n", - " 9.1578e-02, 4.1811e-01, 2.1165e-01, -2.3808e-01, 1.3677e-01,\n", - " 5.4899e-02, 3.7985e-01, -4.9435e-01, 1.9959e-01, -4.1115e-01,\n", - " 1.4076e-01, 3.2423e-01, -1.7088e-01, 3.6753e-02, -8.4073e-02,\n", - " 3.2537e-01, -2.7104e-01, -3.6756e-01, -1.3829e-01, 1.3077e-01,\n", - " 2.5180e-01, 1.4565e-03, -8.8185e-02, 1.6973e-01, -4.8411e-01,\n", - " -6.1179e-02, -9.1329e-02, -3.7195e-01, -2.6812e-01, -1.1216e-01,\n", - " 5.0065e-01, -8.1869e-02, -4.1484e-01, -3.3661e-02, -2.6117e-01,\n", - " 1.0787e-01, -6.0509e-02, -1.1453e-01, 1.0601e-01, 3.5180e-01,\n", - " 2.9985e-01, -3.9011e-02, 2.3987e-01, -4.9467e-02, 4.4336e-01,\n", - " 1.2968e-01, -7.1369e-02, -4.5167e-01, -1.3387e-01, -2.2014e-01,\n", - " -3.8011e-02, 7.0273e-02, -1.7924e-02, -1.3583e-01, -1.5456e-01,\n", - " 1.1586e-01, 5.9036e-02, 2.6441e-01, -2.0500e-01, -1.1959e-01,\n", - " 2.4788e-01, -1.1783e-01, 4.2783e-01, -2.0625e-01, -3.1593e-01,\n", - " -1.1498e-01, -8.4215e-02, 1.3873e-01, -1.0911e-01, 2.1896e-02,\n", - " 6.2344e-01, 3.6165e-01, 1.6600e-01, -2.9486e-01, 1.3810e-01,\n", - " -7.2069e-01, 1.0354e-02, -1.8532e-01, 7.2902e-03, 1.9833e-01,\n", - " -1.7086e-01, -4.7316e-02, 1.6060e-01, 1.5354e-01, 1.4154e-01,\n", - " 1.0622e-01, 1.2976e-02, -2.8206e-01, 1.3968e-01, 1.3000e-02,\n", - " -6.7234e-03, -3.4252e-02, -1.9691e-02, -2.1170e-01, 1.4033e-01,\n", - " 2.5195e-01, 8.3278e-02, 1.5831e-01, -5.5443e-02, 1.9239e-01,\n", - " 9.4992e-02, -3.1965e-01, 1.8669e-01, -5.6818e-01, -7.3598e-02,\n", - " 2.6009e-01, 3.4286e-02, -1.5125e-02, 2.3350e-01, -1.1540e-01,\n", - " 8.9940e-02, 1.9138e-02, 1.2292e-02, 1.1128e-02, 3.8369e-02,\n", - " 2.3720e-01, -6.1414e-02, 1.0822e-01, 2.2247e-02, 7.4746e-02,\n", - " 2.6781e-01, -2.6947e-02, -1.4337e-02, 9.5395e-02, 2.8505e-02,\n", - " -1.0431e-01, 6.5849e-02, -7.6652e-02, -8.1692e-02, 8.3926e-02,\n", - " -6.9016e-03, 1.0577e-01, 7.1226e-02, 9.2976e-02, 6.4286e-02,\n", - " 4.4104e-02, -1.2476e-01, -7.6680e-02, 4.6227e-02, -1.4684e-01,\n", - " 2.4441e-01, -5.6103e-02, -3.1267e-02, 2.6542e-01, -1.0495e-01,\n", - " -5.3203e-02, -3.1034e-01, -1.3724e-02, -1.7406e-01, 3.4188e-01,\n", - " 1.5708e-02, 3.4579e-01, 3.7150e-01, 1.3695e-01, -2.0094e-02,\n", - " -1.4249e-01, -1.4996e-01, 7.6650e-02, 3.1146e-02, 9.0864e-02,\n", - " -5.2919e-02, -4.5837e-02, 1.3877e-01, 1.2685e-01, -2.1389e-02,\n", - " -2.1478e-01, 1.9449e-01, -1.7655e-02, 1.1544e-01, -2.1539e-02,\n", - " 1.3681e-01, 7.5903e-02, -1.7807e-01, -9.0068e-02, -1.8549e-01,\n", - " -8.4337e-02, 2.8474e-02, -3.7053e-02, 8.8656e-02, -7.8410e-02,\n", - " -3.0044e-01, 7.6578e-02, -8.6009e-02, 4.4881e-02, 2.2207e-01,\n", - " 4.0736e-02, -1.5735e-02, -1.3485e-01, 2.4064e-02, -1.7691e-02,\n", - " -7.1483e-02, -1.5563e-01, 2.3145e-02, -3.2105e-02, -6.4954e-02,\n", - " 3.7405e-02, -1.6936e-01, -3.0927e-02, -7.6812e-02, -1.6936e-02,\n", - " -2.3868e-02, 1.9260e-02, 2.9133e-02, -3.5938e-02, -8.8135e-02,\n", - " -5.2115e-01, -4.3920e-02, -2.6252e-01, 4.8833e-02, 2.1311e-01,\n", - " 9.6438e-02, -7.8871e-02, -6.2410e-02, -7.7524e-03, -1.6280e-01,\n", - " 6.7774e-03, -1.2876e-02, 3.9861e-03, 8.1279e-02, 6.3908e-02,\n", - " -1.1062e-01, -1.1185e-01, -2.7747e-01, 1.7071e-01, 2.3600e-01,\n", - " -5.0287e-02, 4.4513e-01, -2.2962e-02, 1.9210e-01, -7.2517e-02,\n", - " 8.3201e-02, -4.7533e-02, -4.4830e-02, 6.8033e-02, 1.1465e-01,\n", - " -2.6439e-02, -2.4864e-01, 1.5682e-01, -8.1473e-02, 5.1195e-02,\n", - " 1.1430e-02, -1.9383e-02, 7.0320e-02, 2.6813e-02, -2.7686e-02,\n", - " 7.1862e-02, -1.6799e-01, 1.0643e-02, 2.1768e-02, 4.7716e-02,\n", - " -1.5338e-01, 1.2417e-01, -3.3596e-02, -1.5851e-01, -9.4268e-02,\n", - " 2.5214e-01, 1.3985e-01, 2.1496e-01, -1.2716e-01, 5.6395e-02,\n", - " -2.8049e-02, -2.1809e-01, 2.3306e-02, 8.3607e-02, -1.7014e-01,\n", - " 2.0245e-01, 3.3476e-02, 3.7745e-01, -1.7768e-02, -2.8505e-01,\n", - " 4.8512e-02, 1.7565e-01, -6.8004e-02, 1.6971e-01, -4.7947e-03,\n", - " 1.1149e-01, -6.6293e-02, -1.5158e-01, -2.7082e-02, 3.9324e-02,\n", - " -1.2235e-02, -7.8607e-02, 1.9633e-01, -1.1167e-01, 1.4566e-01,\n", - " 8.7697e-02, 6.0600e-02, -1.8243e-02, -1.2594e-01, -7.0884e-02,\n", - " 1.3651e-01, -2.0096e-03, -7.3846e-02, -1.0368e-01, 3.4081e-01,\n", - " -5.1537e-02, 3.3916e-02, 9.8264e-02, 1.8081e-01, 9.3840e-02,\n", - " -7.6893e-02, 1.4750e-01, -5.7390e-02, -1.1937e-01, 6.2344e-03,\n", - " -3.9877e-02, -1.5248e-01, 8.9908e-02, -2.9805e-01, 2.8100e-02,\n", - " -2.1777e-01, -3.0448e-01, 1.7988e-02, 1.8570e-02, 9.8961e-02,\n", - " 5.0421e-01, 2.7602e-02, -4.6037e-02, -3.4207e-01, -2.4650e-01,\n", - " -3.7764e-02, -2.0102e-01, 8.3910e-02, -3.7005e-01, -1.4513e-01,\n", - " 1.4604e-01, 7.3432e-02, 1.0569e-01, -1.0202e-02, 2.2167e-01,\n", - " -2.0404e-01, 3.8687e-01, 2.5140e-01, 2.8018e-01, -8.6869e-02,\n", - " -4.7966e-02, -1.3860e-01, -2.5856e-01, 1.2471e-01, -1.3597e-01,\n", - " -1.9934e-01, 8.7606e-02, -7.0543e-02, 1.4869e-01, 7.3133e-04,\n", - " -3.0808e-02, -3.6403e-01, 3.7935e-01, -1.4004e-01, 9.3023e-04,\n", - " -4.7049e-02, 2.2357e-01, -1.3424e-02, 2.2656e-02, 2.1452e-01,\n", - " 8.6131e-03, 2.9831e-01, -8.5689e-02, -8.5514e-02, 1.9094e-01,\n", - " 3.1854e-01, 7.7363e-02, 1.4070e-01, -2.8922e-01, -3.6205e-02,\n", - " -5.3205e-02, 7.3351e-02, 1.0209e-01, 7.9747e-02, 8.2369e-02,\n", - " 6.5185e-02, 7.7275e-04, -5.3597e-02, -1.1220e-01, -5.7099e-03,\n", - " 3.3706e-01, -1.2866e-01, -2.7339e-02, -8.8222e-02, 1.3725e-02,\n", - " 3.7894e-02, 8.2848e-02, 6.3295e-02, -2.5273e-02, 3.1086e-02,\n", - " -1.1371e-01, -4.4980e-02, 4.5222e-02, 6.3484e-02, 1.8768e-02,\n", - " 6.6905e-03, -1.0450e-01, 9.5492e-03, 1.5535e-02, -3.2119e-02,\n", - " 9.0357e-02, 6.4929e-02, 5.1067e-02, 5.5471e-02, 1.4940e-02,\n", - " -4.3615e-02, -1.4805e-02, 1.5402e-02, -3.7294e-02, 3.6690e-02,\n", - " 1.9525e-02, 8.9487e-02, -1.0701e-02, -1.5746e-02, -1.9358e-02,\n", - " -1.0974e-01, -8.2868e-02, 1.1119e-01, 1.4538e-02, -4.3316e-02,\n", - " -1.4856e-02, -8.1707e-03, 2.7514e-02, -1.7030e-02, -2.4840e-02,\n", - " 3.0258e-02, -7.5733e-02, 1.1954e-02, 2.1979e-02, -1.9951e-02,\n", - " -3.4641e-01, 9.9652e-03, -6.2871e-02, 7.7101e-03, 3.9395e-02,\n", - " -1.5744e-02, 1.5923e-03, 5.2414e-03, -7.5762e-02, 1.1848e-01,\n", - " -3.2802e-02, -2.1575e-02, -2.2514e-02, -7.9981e-03, -4.1279e-02,\n", - " 2.3731e-02, -3.4802e-02, -6.9281e-02, -7.9437e-02, 6.2935e-02,\n", - " -8.9618e-02, -3.4347e-02, 1.1022e-01, 1.1898e-01, -9.8651e-03,\n", - " 3.0018e-02, -3.3199e-02, 1.9590e-02, -4.3484e-02, -2.6160e-03,\n", - " -3.1479e-02, -3.5263e-02, -6.8237e-02, -3.6163e-02, 8.2423e-03,\n", - " -3.2197e-02, 4.8062e-02, 5.3198e-02, 4.3466e-02, -1.0946e-02,\n", - " 1.3541e-02, -7.7863e-02, -4.1349e-02, -5.2811e-02, -2.1493e-03,\n", - " 1.3141e-01, -6.5234e-02, 1.8365e-02, -3.8181e-02, -3.0147e-02,\n", - " -9.1990e-03, -3.8245e-02, 4.2157e-02, 1.2235e-02, 6.3925e-02,\n", - " 6.2379e-02, 7.0967e-02, 5.3118e-02, -9.5716e-02, 4.4917e-02,\n", - " 5.4255e-02, -6.4227e-02, 3.9906e-02, 2.0616e-02, 3.8707e-02,\n", - " 2.5480e-01, 3.0784e-02, -1.2052e-01, 8.5427e-02, -6.5499e-04,\n", - " 9.7013e-03, 2.2873e-02, -5.0217e-02, 1.0338e-01, -8.4900e-03,\n", - " -6.4923e-02, 3.2992e-02, -4.4531e-02, -2.5578e-02, -1.1307e-02,\n", - " -3.8217e-03, -9.2726e-02, -2.5944e-01, 1.2399e-01, 2.7599e-02,\n", - " 8.5303e-02, -3.5674e-02, 4.8556e-01, -2.9920e-02, -1.3968e-01,\n", - " -5.3070e-02, 2.9379e-02, -3.8417e-02, 2.1518e-02, 1.0570e-01,\n", - " -3.7335e-02, -1.9560e-02, -2.3809e-02, 5.0901e-02, -1.8098e-02,\n", - " -2.0276e-02, -1.2497e-02, -6.8531e-02, -4.2004e-02, 3.2683e-02,\n", - " -8.0187e-02, -9.8797e-02, -8.2666e-03, -3.5253e-02, -5.4555e-02,\n", - " -2.9475e-02, -2.4152e-01, 1.7964e-02, -5.4437e-02, 3.9490e-02,\n", - " -5.1086e-02, 6.8498e-02, -1.6838e-01, 4.4887e-02, -1.4492e-02,\n", - " 4.3560e-02, -1.0666e-01, -5.1992e-02, -1.0660e-01, 5.1500e-02,\n", - " 3.4664e-02, 2.2238e-02, 3.8979e-01, -1.0480e-02, -2.9697e-01,\n", - " 1.5641e-02, 1.6951e-01, -1.0563e-02, -2.3606e-02, -1.4585e-02,\n", - " 4.0271e-02, -2.5508e-02, 4.7070e-02, -1.0112e-01, -8.5467e-02,\n", - " -7.1952e-04, 1.0857e-01, 1.2354e-01, 1.2379e-01, 1.0350e-02,\n", - " 4.9299e-02, 9.7206e-02, -3.9278e-02, 4.1521e-02, 1.7032e-02,\n", - " 3.8272e-01, -2.5015e-02, 6.0918e-02, -7.1699e-03, 9.0962e-03,\n", - " -6.2540e-01, -9.0364e-03, -1.3090e-01, -1.6619e-01, 4.0946e-02,\n", - " -9.5329e-02, 1.1887e-01, -3.3100e-01, -1.3473e-01, -7.6803e-02,\n", - " 6.5816e-02, -4.8938e-02, 4.5867e-02, -6.2980e-02, -7.7438e-02,\n", - " -2.6075e-02, -1.5768e-02, 1.5237e-02, 1.9958e-02, -1.2526e-01,\n", - " -2.3099e-02, 9.2351e-02, -7.3021e-02, -5.5299e-02, -1.9925e-02,\n", - " -7.0338e-02, -3.1536e-01, -1.0741e-01, 1.1864e-03, 2.0530e-01,\n", - " -5.5884e-04, -5.8585e-02, -2.5057e-02, -7.6277e-02, 1.4021e-01,\n", - " -3.8439e-02, 3.7559e-02, 3.6662e-02, 1.1731e-02, 7.4104e-02,\n", - " 5.3317e-02, -1.7874e-02, -1.4379e-03, 4.8137e-02, 2.5396e-02,\n", - " -1.9900e-01, 1.0314e-01, 9.2160e-02, 1.0789e-01, -6.5952e-02,\n", - " 5.7872e-02, -5.8446e-03, 2.7522e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.8872e-03, -2.3519e-03, 2.8113e-03, 1.7309e-03, -5.4665e-03,\n", - " -1.7616e-03, -4.4446e-03, -3.8292e-03, -2.1873e-03, 7.4610e-03,\n", - " 4.3797e-03, 1.3200e-03, -3.5842e-03, 1.7545e-03, -6.3231e-03,\n", - " -4.5096e-03, 6.8033e-03, 6.4048e-03, -5.1770e-03, 4.0649e-03,\n", - " 4.9600e-04, 2.0712e-03, 3.2133e-03, 5.4763e-04, -4.7511e-03,\n", - " -7.0966e-04, 4.2517e-04, -7.9383e-03, 1.2120e-03, -3.3155e-03,\n", - " 2.9555e-03, 2.0717e-03, 1.3964e-03, 5.0351e-03, -3.1226e-03,\n", - " -4.3756e-03, 6.5477e-04, 7.8115e-04, -5.8201e-03, -1.9640e-03,\n", - " -1.9159e-03, 2.9158e-03, 2.2146e-02, -9.2337e-04, -1.7579e-04,\n", - " 9.1010e-05, -6.7467e-03, -1.0338e-03, -1.2989e-03, 7.3795e-04,\n", - " -8.6086e-04, 3.3662e-03, -2.4189e-04, -3.5234e-03, -6.0111e-04,\n", - " -1.5009e-03, -2.8063e-03, -9.8548e-04, 5.8791e-03, 2.1651e-03,\n", - " 2.1810e-03, -3.4630e-03, -1.3416e-03, 4.3329e-03, 3.9026e-05,\n", - " 6.1279e-04, -3.4633e-03, -2.9351e-04, 2.1314e-04, 1.5353e-04,\n", - " -9.2294e-04, 1.2460e-03, -6.1330e-04, -1.6093e-03, 4.8428e-04,\n", - " 3.5618e-04, 2.4395e-03, -1.6880e-03, -4.7728e-04, -1.5382e-03,\n", - " 1.4782e-03, -6.2441e-04, 1.3531e-03, 3.5304e-03, -1.2268e-03,\n", - " -4.5020e-04, -2.1215e-04, 6.9271e-04, -2.3133e-04, 5.7526e-04,\n", - " -2.9221e-03, 1.5094e-03, -2.5894e-03, 2.4339e-03, 1.1489e-03,\n", - " 8.9521e-04, 3.1222e-03, 1.4750e-03, 4.5719e-04, 3.5028e-03,\n", - " -1.4252e-03, -2.8315e-04, -5.4302e-04, 3.7890e-03, -3.4687e-03,\n", - " 8.6041e-04, -1.3814e-03, -1.9053e-03, -1.8190e-03, -9.7423e-04,\n", - " 2.6342e-05, -1.1458e-03, -5.0739e-05, -2.1020e-03, -1.5079e-03,\n", - " 3.1964e-03, -2.0349e-04, 3.9309e-03, 7.9368e-04, 1.3284e-03,\n", - " 2.2174e-03, -1.0735e-03, -5.8689e-03, 1.2255e-03, -3.7435e-03,\n", - " 7.8641e-04, -1.6483e-03, -1.7388e-03, 5.2899e-03, 7.1100e-04,\n", - " -5.4288e-04, -4.6886e-03, 4.4622e-03, -3.4184e-03, -2.5441e-03,\n", - " -3.6897e-03, -3.3767e-03, -3.5081e-03, -3.6908e-03, 1.5434e-03,\n", - " 5.5489e-04, -2.6388e-04, 2.3055e-03, -1.0550e-03, 8.6016e-03,\n", - " -9.3760e-04, 2.1755e-04, 3.6625e-03, -1.3712e-03, 4.0153e-03,\n", - " -1.5041e-04, -2.0825e-03, 2.1703e-03, 3.4010e-04, -6.1573e-05,\n", - " -5.9676e-03, -3.7117e-03, -7.2690e-04, -7.9161e-03, -1.2926e-03,\n", - " 1.9379e-03, 6.4824e-03, -4.6681e-04, 8.5153e-03, 3.5426e-03,\n", - " 2.8665e-05, -2.1781e-04, 4.2143e-03, -2.4444e-03, 7.2449e-04,\n", - " -1.5950e-03, 7.0954e-04, 7.9721e-03, 2.4805e-03, -1.1018e-02,\n", - " -9.4203e-05, -1.1469e-03, -2.5331e-03, 1.1589e-04, -1.4228e-03,\n", - " -5.0192e-03, 1.0726e-03, 2.0258e-03, 6.8394e-03, 2.6646e-03,\n", - " 3.3533e-03, -2.6485e-03, -5.2667e-03, 2.6569e-03, -1.1103e-03,\n", - " -1.4435e-03, 1.6734e-03, 3.3540e-04, -2.6222e-03, 5.4264e-03,\n", - " -7.9918e-03, -2.6646e-03, -5.8363e-03, -2.0547e-03, -5.2043e-03,\n", - " 3.7724e-03, -7.3365e-04, -3.5408e-03, -2.4112e-03, 1.5972e-03,\n", - " 1.6520e-03, 9.2729e-04, -4.5070e-03, 5.7974e-03, 4.5983e-03,\n", - " 2.1023e-03, -1.9673e-03, 5.3357e-03, -8.3322e-03, 1.0062e-03,\n", - " -1.0153e-02, -1.0970e-03, 6.9930e-03, -8.3623e-03, -4.1701e-03,\n", - " 6.2293e-03, -6.2462e-03, -4.2678e-04, -5.0934e-03, 8.7027e-03,\n", - " -3.5571e-03, -1.7406e-03, -3.5080e-03, -3.1895e-03, 1.2647e-03,\n", - " 2.8374e-03, -6.7437e-03, 6.9968e-03, -3.0601e-03, 1.0346e-03,\n", - " 4.5120e-03, 2.7615e-03, 2.1603e-03, -5.5222e-03, -1.5045e-03,\n", - " 1.3022e-03, 4.8249e-04, 7.6787e-03, 8.3439e-03, 1.7449e-02,\n", - " 3.6641e-03, 1.0621e-02, -3.2017e-04, -1.6804e-02, 3.7556e-03,\n", - " -7.2239e-03, -1.0578e-03, -4.3119e-03, -3.1064e-03, -7.6858e-04,\n", - " -5.9364e-03, -1.0919e-03, 7.2899e-03, -4.9052e-03, 3.9435e-04,\n", - " 1.2732e-03, -5.2913e-04, 2.2326e-03, -1.5453e-03, 1.9741e-03,\n", - " -1.7384e-03, 1.1379e-03, 3.0965e-04, -2.0151e-03, -5.8845e-04,\n", - " -1.5755e-03, 2.5120e-04, 8.7102e-04, -9.9919e-04, 3.6701e-03,\n", - " -4.1290e-03, 3.8984e-03, -1.0080e-03, 2.3937e-03, 8.2791e-04,\n", - " 1.2123e-03, -1.1797e-03, 2.1016e-03, -1.3483e-04, -1.2910e-03,\n", - " 3.5598e-03, -6.0036e-03, -2.2508e-03, 1.6618e-03, -2.9118e-03,\n", - " 3.8518e-03, -1.5198e-03, -4.2278e-03, 4.8391e-03, 5.0760e-03,\n", - " -4.2013e-04, 4.2284e-03, 5.4458e-04, -4.2982e-03, -6.4237e-03,\n", - " 1.7531e-03, -4.8352e-03, -1.0256e-03, 1.3432e-03, 1.8787e-03,\n", - " -4.0918e-04, -1.7179e-04, 1.5203e-03, 1.5837e-03, 1.4185e-03,\n", - " 2.8245e-03, 8.8491e-03, -1.3450e-03, 3.1096e-03, -1.3798e-03,\n", - " 5.0171e-03, 1.6511e-03, 1.8844e-03, 1.0666e-03, 3.2137e-03,\n", - " -3.0409e-03, 4.0987e-03, -8.3556e-03, 5.1788e-03, 1.6350e-03,\n", - " -4.6653e-03, -1.2104e-04, -6.1931e-04, -8.7318e-03, 5.6060e-03,\n", - " 1.4676e-02, -3.2686e-03, -6.6579e-03, -3.3887e-03, 4.6357e-04,\n", - " 1.0879e-04, 7.4173e-03, 6.6998e-03, -4.0557e-03, -3.9812e-03,\n", - " -4.8336e-03, -5.0113e-03, -2.9673e-03, 2.8533e-03, 3.5428e-03,\n", - " -2.9071e-03, 8.8870e-03, 5.4143e-03, 7.7187e-03, -1.6925e-02,\n", - " -5.4556e-03, 4.9550e-03, 3.8407e-03, 1.1161e-02, 4.0367e-03,\n", - " -5.1866e-03, 2.3632e-03, 7.9723e-04, -8.3300e-03, 3.1814e-03,\n", - " -9.8663e-03, 1.3197e-02, -1.5181e-02, -3.7621e-03, 1.0538e-02,\n", - " -1.5667e-03, -1.1125e-02, -1.6771e-03, -2.4388e-03, 1.3722e-02,\n", - " 3.8678e-04, 4.6631e-03, 4.7327e-03, 7.1150e-04, 8.5130e-03,\n", - " -1.0062e-02, 5.6310e-03, 1.7439e-02, -5.6499e-04, 4.7437e-03,\n", - " 3.5271e-03, -5.1131e-03, 6.3873e-03, 2.8899e-03, 7.0020e-03,\n", - " 9.5304e-04, -1.2642e-03, 1.4853e-04, 8.0338e-03, -5.4976e-03,\n", - " 1.3275e-03, -2.0816e-03, 3.7521e-03, -6.4282e-03, -7.7095e-05,\n", - " 1.4837e-03, -7.4556e-03, 1.8242e-03, 1.7926e-03, 1.3763e-03,\n", - " 1.5643e-03, 3.9736e-03, 2.8770e-03, 1.9234e-03, -1.9162e-03,\n", - " -8.3884e-03, -2.8092e-03, -1.5650e-03, -4.2299e-03, -6.9950e-03,\n", - " -3.5442e-03, 1.7444e-03, 4.2121e-03, 5.9991e-03, 7.5150e-03,\n", - " 4.3717e-03, -2.5582e-03, -7.2649e-03, 2.3560e-03, -4.9239e-03,\n", - " -5.5022e-03, -1.5322e-03, -1.2364e-03, 2.2178e-03, 3.7805e-03,\n", - " 7.0755e-05, -6.5835e-03, -1.8899e-03, 3.7957e-03, 5.5061e-04,\n", - " 4.4811e-03, 1.7032e-03, 2.5077e-03, -3.6866e-03, 1.9575e-03,\n", - " 3.5051e-03, -1.2334e-02, 6.9239e-03, 2.1377e-03, -2.8960e-03,\n", - " 4.7898e-03, -3.7488e-04, -4.4222e-03, 8.0189e-03, 1.0461e-02,\n", - " -2.7500e-03, 2.4338e-03, 5.2754e-03, 7.9124e-04, 8.6495e-04,\n", - " -1.3883e-03, 1.5109e-03, -1.1201e-03, -2.5018e-03, 1.6035e-03,\n", - " -6.3721e-03, -5.2780e-03, -4.2074e-03, 9.5221e-03, -1.5821e-03,\n", - " 1.8247e-03, -3.1186e-04, 1.8592e-03, -6.6850e-03, 1.0136e-02,\n", - " -1.4705e-03, -1.0562e-03, 5.1372e-03, -1.1454e-02, 4.3290e-03,\n", - " 7.6974e-03, -2.4303e-03, -3.1726e-03, 5.6935e-04, 1.1644e-02,\n", - " -7.9033e-03, 2.5400e-03, 4.4907e-03, -4.5448e-03, -2.5367e-03,\n", - " 7.1977e-03, -7.6985e-04, 4.0805e-03, 8.8287e-04, 6.9978e-03,\n", - " 2.7244e-03, -1.9131e-03, 2.5923e-03, -9.0125e-03, -1.1627e-03,\n", - " 1.9536e-03, 3.6256e-03, 6.6597e-03, -1.8853e-03, 3.8410e-03,\n", - " 6.0683e-04, 2.3419e-03, -1.3782e-03, -4.3739e-03, -1.7415e-03,\n", - " -1.2571e-02, -1.4763e-02, 3.1011e-03, -7.7736e-03, 5.7606e-03,\n", - " 1.5796e-03, -5.8167e-03, -3.2299e-03, 2.6257e-03, -7.5987e-05,\n", - " 1.0235e-03, 3.4111e-03, 5.0100e-03, 5.0104e-03, 9.0975e-04,\n", - " 9.6746e-03, -2.3490e-03, -1.2679e-03, 2.7144e-03, 9.4060e-04,\n", - " 3.0800e-03, 7.5182e-03, -6.5045e-03, -6.2245e-03, -2.8610e-04,\n", - " -4.4826e-03, -1.0376e-03, -1.8961e-03, -2.5516e-03, 4.9342e-06,\n", - " 9.1479e-04, 4.5927e-03, 3.2982e-04, -5.2831e-03, 4.9621e-03,\n", - " -7.9132e-04, -1.9453e-03, -5.6713e-04, 6.5796e-03, -3.5089e-03,\n", - " -3.7270e-03, -5.0078e-03, 1.2634e-03, -5.1079e-03, 2.2059e-04,\n", - " 9.7555e-03, 6.4510e-03, -3.2019e-03, -3.8870e-04, 5.6135e-03,\n", - " -5.4466e-03, -1.6651e-03, -4.5258e-03, 1.5814e-03, 6.9168e-03,\n", - " -4.1152e-03, 2.6583e-05, 2.0318e-03, 6.9493e-03, 4.1424e-03,\n", - " -1.5015e-03, -4.9303e-03, 7.8861e-03, -9.1158e-03, -7.7443e-03,\n", - " -2.2619e-03, -3.8282e-04, -2.2254e-03, 1.2344e-02, -1.3088e-03,\n", - " 4.5405e-03, 2.0724e-03, 5.9144e-03, -1.1933e-03, 1.6109e-03,\n", - " -5.4291e-03, 6.3921e-03, -1.9903e-03, 2.9528e-03, -4.5357e-03,\n", - " 2.2670e-03, 1.5063e-03, -1.7516e-02, 3.1691e-03, 2.2603e-03,\n", - " 1.0935e-03, -5.4164e-03, -6.3192e-03, 3.0702e-03, -3.0687e-03,\n", - " -4.4413e-03, -1.2237e-03, 1.5021e-03, 3.5066e-04, 4.6169e-03,\n", - " 8.0363e-04, -9.7480e-03, 2.7730e-03, -7.2887e-03, -5.2745e-04,\n", - " 5.1151e-03, -3.6367e-03, -1.1576e-03, 1.1861e-02, -1.2402e-03,\n", - " -3.2083e-03, 4.3196e-03, -9.6174e-03, 1.4391e-03, -3.5363e-03,\n", - " 4.4195e-03, 5.0826e-03, 3.8302e-03, 5.1996e-03, -7.3439e-03,\n", - " 3.9033e-04, 6.1386e-03, 7.5296e-03, -5.1867e-03, 9.0231e-04,\n", - " 4.7027e-03, -5.2164e-03, 1.4633e-04, -5.6336e-04, 5.6730e-04,\n", - " -1.5173e-02, -9.2643e-03, 7.0890e-03, 2.0127e-03, -1.0959e-03,\n", - " 6.7031e-03, 9.3646e-04, -1.5422e-03, 8.2312e-04, -2.0135e-03,\n", - " 6.3998e-03, -9.0399e-04, -1.6684e-04, 2.4039e-03, -2.7191e-03,\n", - " -2.7867e-03, 1.0420e-02, 4.4199e-03, -4.1940e-03, -1.5112e-03,\n", - " -1.1460e-02, -5.5135e-03, -1.7515e-02, -5.5335e-03, 2.5966e-03,\n", - " 1.4162e-03, 3.1905e-03, 3.8289e-03, -4.4273e-03, 4.1189e-04,\n", - " 5.5113e-03, 1.6935e-03, -2.7662e-03, -1.0463e-02, -7.5923e-04,\n", - " 1.2866e-03, -6.3500e-04, 9.3782e-03, -3.9957e-03, -3.3151e-03,\n", - " 2.6598e-03, 7.4693e-04, -1.1556e-03, 1.3795e-04, 5.3328e-03,\n", - " 5.1823e-03, 6.5419e-03, -1.1447e-03, 1.5949e-03, -1.3943e-03,\n", - " 6.2503e-03, 2.0665e-03, 3.8220e-03, -6.9571e-04, -3.8713e-03,\n", - " 4.3399e-04, 1.6794e-03, 4.5102e-03, 3.9795e-03, -4.5057e-03,\n", - " -2.9058e-03, -7.1645e-03, -1.5841e-02, -4.5424e-03, 8.5148e-03,\n", - " -2.8374e-03, 3.1385e-03, -3.2136e-03, -7.6192e-04, 4.1370e-03,\n", - " -3.8638e-03, -5.0032e-03, -3.1116e-03, -7.2104e-03, -3.4872e-03,\n", - " -2.3378e-03, 4.8370e-03, 6.0923e-04, -4.0385e-03, 2.2442e-03,\n", - " 6.5937e-03, -4.8609e-03, -3.7071e-03, -4.0136e-03, -1.5169e-03,\n", - " -3.6751e-03, 3.2689e-03, -1.2338e-03, 2.7481e-03, 5.5167e-03,\n", - " 1.2341e-02, 1.3639e-03, -2.3170e-03, 9.8503e-04, 6.0862e-04,\n", - " -1.1883e-03, 5.6105e-03, 1.0205e-02, 5.0153e-03, -5.1981e-03,\n", - " 3.5623e-03, -6.9581e-03, 6.8070e-03, 1.1007e-03, 1.7706e-03,\n", - " -3.2365e-03, 4.8982e-04, 2.1266e-03, -9.2049e-04, 2.0694e-03,\n", - " -6.5362e-03, -7.6771e-04, 3.4172e-03, 4.5651e-03, 5.1849e-03,\n", - " 4.1007e-03, 9.4081e-03, -5.8673e-03, 3.1680e-03, -5.5596e-03,\n", - " -4.8280e-03, -2.2440e-03, 4.2814e-03, 9.2863e-03, 8.8307e-03,\n", - " -9.2057e-03, 3.3928e-03, 5.7483e-03, -1.1632e-03, 2.3526e-03,\n", - " 1.8270e-04, -4.7160e-03, -6.0624e-03, 5.0146e-03, -1.5548e-03,\n", - " -4.6148e-03, 3.6121e-03, 7.3064e-04, -5.5763e-03, -1.3039e-03,\n", - " 1.3155e-02, -3.4683e-03, -3.9503e-04], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1269e-02, -2.7040e-02, 3.0153e-02, 2.3321e-02, -4.2335e-02,\n", - " 2.9086e-02, 1.2355e-02, -7.0433e-03, 2.0288e-02, 2.2884e-02,\n", - " 1.1782e-02, -1.2715e-02, 2.7778e-02, -2.0415e-02, 1.8526e-03,\n", - " 1.8786e-02, 4.1901e-02, -8.4095e-03, -9.5049e-03, -1.0274e-02,\n", - " 3.0213e-02, -3.3455e-04, -2.9379e-03, -2.2644e-02, -8.5300e-03,\n", - " -1.5973e-02, 1.5740e-02, -1.2385e-02, -9.6552e-03, 1.5497e-02,\n", - " 2.4589e-02, 1.1215e-02, -9.7647e-03, -2.1940e-02, -3.9416e-02,\n", - " 1.1740e-02, 4.3960e-02, -1.4268e-03, -4.6165e-02, -3.5313e-02,\n", - " 4.8251e-04, 6.1630e-02, 2.9175e-02, 4.3158e-02, 1.7704e-02,\n", - " 7.2018e-03, 4.1767e-02, -1.5502e-03, -7.1314e-03, -2.1377e-02,\n", - " -5.0508e-02, 4.8218e-02, 1.3898e-02, 3.0475e-02, 1.2278e-02,\n", - " -8.1240e-03, 2.5670e-02, -1.0707e-02, -2.6698e-02, -9.0723e-05,\n", - " -2.6503e-02, 3.7467e-02, -2.3588e-02, -1.6030e-02, -1.2463e-02,\n", - " 5.7673e-04, 1.4985e-02, 2.3971e-04, 8.2853e-03, 2.4101e-02,\n", - " 1.2962e-02, -2.9672e-03, -5.0275e-04, 2.4170e-02, -3.9960e-03,\n", - " 1.4010e-02, -1.0916e-02, -5.4030e-03, 2.6679e-02, 4.8858e-04,\n", - " -6.8255e-03, 1.0784e-02, 1.2666e-02, 2.7596e-02, 7.5943e-03,\n", - " -7.9831e-03, -8.3640e-03, 9.1546e-03, -1.4336e-03, -5.8934e-03,\n", - " -2.3446e-02, 1.6285e-02, 1.4235e-02, -4.1210e-02, -1.5122e-04,\n", - " 6.5047e-03, 2.4906e-02, -9.0286e-03, -1.0007e-02, 1.7398e-02,\n", - " 1.2986e-02, 1.9264e-02, -8.5582e-03, 9.1006e-03, 7.6375e-02,\n", - " -1.9018e-02, 6.2529e-03, 1.3893e-02, -3.4002e-03, 1.3697e-02,\n", - " 1.0162e-04, -2.2656e-02, 3.6666e-03, 5.7546e-03, -2.6349e-03,\n", - " 4.5438e-03, 2.1614e-02, 5.5860e-03, 2.3648e-02, 1.0183e-03,\n", - " -9.8158e-05, 2.2514e-02, 1.3062e-02, 6.3080e-03, 1.1503e-02,\n", - " 2.2581e-02, 5.2861e-03, -7.5956e-03, 3.4481e-02, 2.1381e-02,\n", - " -1.3788e-02, 5.4105e-03, 2.1244e-02, 1.0700e-02, -5.7659e-03,\n", - " -7.8971e-03, 1.4735e-02, -2.8675e-02, 1.0344e-02, 9.0829e-03,\n", - " 6.3131e-02, -5.8931e-03, -6.4720e-04, -1.7727e-02, -4.4949e-03,\n", - " 6.1541e-03, -2.5836e-02, -1.8705e-02, -9.2194e-03, 2.0183e-02,\n", - " 1.8740e-02, -2.0088e-02, -3.1777e-02, 3.6821e-02, -5.2379e-04,\n", - " -5.3287e-03, 4.5745e-03, -8.1471e-03, -5.6215e-04, 1.7123e-03,\n", - " 3.3553e-02, -1.7471e-02, -2.7115e-02, -1.5678e-02, -4.2551e-02,\n", - " 2.4934e-02, -1.2397e-02, 8.0878e-03, -7.1497e-02, 2.4405e-03,\n", - " 2.3268e-02, -6.7606e-03, -2.3538e-02, 8.2962e-03, -6.7292e-03,\n", - " -6.6678e-03, -3.5869e-02, -1.7362e-02, 1.5040e-02, -1.1585e-02,\n", - " -2.6324e-02, 4.5166e-03, 3.5101e-03, 2.3547e-03, -5.7963e-03,\n", - " 3.9096e-03, -1.7645e-02, 2.2209e-02, 3.8947e-02, -7.6692e-03,\n", - " 7.7851e-03, 8.1256e-03, -2.4145e-03, -5.7546e-03, 3.3421e-02,\n", - " 5.0017e-03, -7.7999e-03, 1.0359e-03, 6.0419e-03, -4.5837e-02,\n", - " -1.4671e-02, -6.0709e-02, 1.3552e-02, -1.6258e-02, -4.7273e-02,\n", - " 1.7456e-02, -2.1232e-02, -5.8964e-03, -1.4567e-02, 5.0111e-02,\n", - " 4.0024e-02, -2.2651e-02, -8.7771e-03, 3.6905e-02, -7.3049e-02,\n", - " 3.2147e-02, 3.2912e-02, -6.0679e-03, -4.3033e-03, 5.3641e-02,\n", - " 7.3067e-03, -8.8653e-03, -2.9240e-02, -4.4541e-02, -3.8843e-02,\n", - " -9.7124e-03, 3.5809e-05, 5.4260e-02, -1.4287e-02, -5.9472e-02,\n", - " 3.9289e-03, -1.1252e-03, -2.3688e-02, -6.2398e-03, 4.5551e-02,\n", - " 1.0765e-01, 3.8682e-03, -4.0624e-02, -5.0065e-02, -1.3631e-02,\n", - " -7.4384e-03, -1.2019e-02, 3.3659e-02, -1.0560e-02, 1.1104e-02,\n", - " -9.1532e-03, -5.1473e-02, 3.2289e-03, 1.3992e-02, -2.5476e-02,\n", - " 1.0107e-01, -6.4574e-03, 2.7527e-02, -8.7453e-03, -4.2302e-06,\n", - " 3.7086e-02, 2.5532e-03, -3.4455e-03, -6.4226e-03, 7.6763e-03,\n", - " 2.2964e-03, -3.2655e-03, 1.7130e-03, -8.4462e-03, -2.1232e-02,\n", - " -1.8072e-02, 1.5473e-03, 6.6377e-04, 1.4186e-02, -1.6419e-02,\n", - " 6.4017e-03, -8.1978e-03, 2.1249e-03, -9.2554e-03, -6.2428e-03,\n", - " 7.6330e-03, -1.0976e-02, -1.7716e-02, -1.1964e-02, -2.8790e-03,\n", - " -3.6074e-03, -2.4680e-03, -6.8153e-03, -7.0752e-03, -9.4087e-03,\n", - " -2.3306e-02, -3.2820e-03, -9.2191e-03, 2.3732e-02, -1.7620e-02,\n", - " -2.3392e-02, -8.5070e-03, 7.9048e-03, 6.9828e-03, -7.4814e-03,\n", - " -3.4292e-02, 4.7143e-03, 8.7072e-05, 4.0919e-03, -2.0623e-03,\n", - " -8.9374e-03, 1.5922e-02, -5.0890e-03, 2.7854e-02, -1.4100e-02,\n", - " 1.1734e-02, -2.8587e-03, -5.2553e-03, 3.7292e-03, -7.7512e-03,\n", - " -1.9324e-03, 1.9278e-02, -1.8537e-02, 2.2459e-02, -1.5999e-02,\n", - " -1.3550e-02, -1.1935e-02, 6.9056e-03, -1.2448e-02, -8.3693e-03,\n", - " -2.5595e-02, -5.3685e-02, -1.8367e-02, 3.8010e-03, -7.0168e-03,\n", - " 6.1324e-02, 9.6782e-03, -6.7239e-03, -6.7554e-03, -1.2345e-02,\n", - " 1.5546e-02, 1.3633e-02, 4.7315e-02, -3.4010e-02, -1.3240e-02,\n", - " -5.3895e-02, -3.8646e-03, -1.1686e-02, -3.5800e-02, -5.1950e-02,\n", - " -8.5364e-04, -5.0416e-02, 1.5779e-02, -1.8859e-02, 2.4494e-02,\n", - " 6.9434e-03, -1.9680e-02, 1.9687e-02, 2.3761e-02, -3.6734e-02,\n", - " -1.4102e-03, -2.4462e-02, -5.1120e-02, 1.3921e-02, 2.3409e-02,\n", - " -2.5718e-02, 4.8483e-02, -6.8908e-03, -3.5083e-02, 8.0923e-03,\n", - " -9.1273e-03, -6.5632e-02, 9.7057e-03, 1.3430e-02, -4.4067e-02,\n", - " -1.2853e-02, 1.3470e-02, -3.7278e-02, -1.4309e-03, -6.1389e-03,\n", - " -3.6898e-03, 3.4666e-02, 2.6990e-02, -8.6831e-04, 2.6026e-02,\n", - " 1.1114e-02, 2.8300e-02, 1.3321e-02, 2.6595e-02, 2.4784e-02,\n", - " 5.6744e-03, 1.4946e-02, -1.7038e-02, 2.9006e-02, -1.2450e-02,\n", - " -4.5618e-03, 2.2332e-03, 8.6830e-04, 1.9175e-02, 1.6112e-02,\n", - " 3.3678e-03, 1.5174e-02, 2.1335e-02, -6.2105e-03, 3.0307e-03,\n", - " -7.0270e-03, -1.8544e-03, 1.3008e-02, -1.1024e-02, 6.1498e-03,\n", - " -3.2726e-03, 6.3953e-03, 1.6015e-03, 1.4402e-03, -1.0108e-02,\n", - " -1.4031e-02, 1.0632e-02, 2.3704e-02, 1.2077e-02, -2.1102e-03,\n", - " 2.3220e-03, 3.7632e-03, 8.2382e-04, 1.7001e-03, -1.1502e-02,\n", - " 6.4154e-03, -6.2139e-03, 1.6471e-02, -4.9992e-03, 2.2138e-02,\n", - " 2.6781e-02, -2.6578e-02, 7.9821e-03, 1.8672e-02, 2.1402e-02,\n", - " 6.0380e-05, -1.1779e-02, 4.4477e-03, 8.4907e-03, 2.1714e-03,\n", - " 4.2008e-03, -2.9262e-02, 2.3466e-02, -4.8315e-04, -1.2450e-02,\n", - " 1.9803e-02, 2.8879e-03, 6.7569e-03, -2.7421e-02, -4.3089e-03,\n", - " 2.6582e-02, -1.1682e-02, -1.6020e-02, 3.3265e-03, -5.4362e-03,\n", - " -5.5526e-03, 9.7108e-03, 1.0928e-02, 1.8526e-02, -8.0684e-03,\n", - " 2.5441e-02, -3.2689e-02, 2.1046e-02, 3.0337e-02, 4.2958e-02,\n", - " -3.2216e-03, -1.5172e-02, -2.1860e-02, 1.3968e-02, -1.4267e-02,\n", - " 2.9220e-02, 9.7512e-03, -2.7261e-02, 2.5770e-03, -8.0345e-02,\n", - " -2.0675e-03, -2.2402e-02, 6.4679e-03, 9.1052e-04, -2.5703e-02,\n", - " -9.2878e-03, 9.6714e-03, -1.8131e-02, 1.2905e-02, 2.4126e-03,\n", - " -2.3756e-02, -1.1871e-02, -3.4254e-02, 1.8821e-02, 4.7715e-02,\n", - " -4.9960e-02, 2.0078e-02, 9.0705e-03, 2.3935e-02, -1.2468e-02,\n", - " 3.5370e-02, -4.6494e-02, -4.6713e-02, -4.7612e-02, -2.6421e-02,\n", - " -1.2863e-02, 2.5235e-02, 1.7518e-02, -8.3164e-03, -6.5830e-02,\n", - " 3.1858e-02, 2.7511e-02, 1.8213e-02, -2.0079e-02, -4.0030e-02,\n", - " -5.6070e-03, -2.8316e-02, -1.7036e-02, -1.3842e-02, 3.7931e-03,\n", - " 2.5490e-02, -3.7644e-03, 3.9502e-02, 2.2922e-02, 2.0587e-02,\n", - " 1.2621e-02, 3.1795e-03, 1.3302e-02, -2.5975e-02, 2.9419e-02,\n", - " -1.5400e-02, 3.4135e-02, 1.7134e-02, -7.8334e-03, -2.9534e-02,\n", - " 2.5242e-03, 9.2631e-03, 1.4264e-02, -4.7406e-03, 2.1376e-02,\n", - " -3.8581e-02, -2.9721e-03, 2.6988e-03, 2.6071e-03, -1.5748e-02,\n", - " 3.6450e-04, 6.8576e-02, -5.3624e-03, -1.6318e-02, -2.5555e-02,\n", - " 2.8971e-02, -1.4630e-02, -1.2967e-02, -8.6081e-03, 2.9818e-02,\n", - " 3.5871e-03, 2.0471e-02, -2.2263e-05, -1.9428e-02, 1.0376e-02,\n", - " 8.2923e-03, -7.9560e-03, -1.5958e-03, -3.6186e-02, 1.9849e-02,\n", - " 1.5669e-02, 8.4078e-03, -6.1640e-03, 1.0373e-02, 8.4303e-03,\n", - " 4.0103e-02, 1.5022e-02, 4.5395e-03, 2.6704e-02, 2.7211e-03,\n", - " 8.0971e-03, 7.1147e-03, 2.7826e-02, 2.9298e-02, 1.0531e-02,\n", - " -8.0039e-03, 9.1778e-03, -2.4684e-03, -1.1000e-02, -1.9649e-02,\n", - " -1.6989e-02, 1.3307e-02, 1.1445e-02, 3.5171e-02, 2.4758e-02,\n", - " -1.9806e-02, 4.4334e-04, -1.3251e-02, 2.5187e-03, 2.4601e-02,\n", - " 3.7509e-02, 8.1402e-03, 1.6786e-02, 1.7466e-02, 1.8976e-03,\n", - " -1.1040e-02, -1.0911e-02, 9.7750e-03, -2.4302e-03, -2.2849e-02,\n", - " -1.1699e-02, 1.2158e-02, 3.1887e-02, -5.2646e-02, 3.6514e-03,\n", - " 1.3063e-04, -4.6793e-03, -2.0487e-02, -1.7724e-02, -1.4063e-02,\n", - " 1.1866e-02, -1.1185e-02, 6.3835e-04, 3.1928e-02, -3.1207e-02,\n", - " -6.7448e-02, 4.7318e-04, -3.0125e-02, -1.3063e-02, -1.7646e-02,\n", - " -1.1105e-02, 1.5752e-02, -5.5687e-03, 7.6593e-04, -1.3607e-02,\n", - " 2.2893e-02, -1.5510e-02, -2.4473e-02, -7.8686e-03, 1.2606e-02,\n", - " -1.8297e-02, 4.0224e-03, -8.7672e-03, -1.2158e-02, -2.5856e-02,\n", - " -1.3388e-02, -1.7375e-02, 1.4868e-03, 1.5093e-02, 2.2414e-02,\n", - " 1.8286e-02, -3.1059e-02, 1.4367e-02, -1.4724e-02, -4.8618e-02,\n", - " -2.4308e-03, -1.5288e-02, -2.0273e-03, 1.7213e-02, 4.2463e-04,\n", - " -1.3135e-02, -1.5690e-02, 8.9493e-04, -2.9570e-02, -6.3602e-03,\n", - " -2.9619e-03, -1.8017e-02, 1.0432e-02, 2.2117e-03, 1.1804e-02,\n", - " -1.1396e-02, 5.8615e-03, -1.1169e-02, -1.4670e-02, -2.0304e-02,\n", - " 2.8487e-02, 2.5248e-02, 4.3964e-03, -1.0290e-02, -6.4478e-03,\n", - " -8.9654e-03, -2.0071e-02, 1.3265e-02, 7.2517e-03, -9.7328e-03,\n", - " -3.8901e-03, 3.0194e-02, -3.3143e-02, -8.0115e-03, -3.5733e-04,\n", - " -1.4295e-02, 1.1689e-02, -1.5909e-02, 1.5747e-02, 9.6311e-03,\n", - " -1.0131e-02, 1.0824e-02, -2.3696e-02, -2.4099e-02, 8.5759e-03,\n", - " 1.6218e-02, 5.0054e-03, 4.6833e-03, 1.7970e-02, 1.9784e-02,\n", - " 1.0283e-02, -1.1613e-02, -9.7666e-03, -2.1307e-02, 2.0828e-03,\n", - " -1.4791e-02, -2.0211e-02, 6.5711e-03, -5.7725e-03, 2.6860e-02,\n", - " 1.0747e-02, -2.9811e-02, -1.5119e-02, -6.5205e-03, 1.7288e-02,\n", - " -3.3931e-02, -2.8821e-02, 4.5775e-02, -5.0926e-03, -3.6719e-03,\n", - " 9.6896e-03, 2.5091e-02, -4.4059e-02, 1.0761e-02, 1.7615e-03,\n", - " 2.8702e-02, -1.3033e-02, -7.3252e-02, 7.7310e-02, 8.2736e-03,\n", - " 1.6724e-01, -4.1113e-02, -2.0197e-02, 1.3014e-02, 7.3114e-02,\n", - " 3.4703e-02, 5.2884e-02, 1.4153e-01, -2.4655e-02, 1.0899e-02,\n", - " -3.7674e-03, -1.6336e-02, -5.1614e-04, -4.4684e-02, 7.8346e-04,\n", - " 4.3247e-03, -3.1676e-02, -2.6619e-02, -9.7459e-02, 5.8674e-03,\n", - " -1.2050e-02, 2.6131e-02, -1.8069e-02, 5.8896e-03, -6.8395e-02,\n", - " 2.0097e-02, 8.7122e-02, 5.6944e-02, 7.1121e-04, 1.0259e-02,\n", - " 6.1486e-02, -8.0885e-02, -1.6891e-02, -1.0637e-01, -3.6095e-02,\n", - " -9.1236e-02, -1.5631e-02, -6.3576e-02, 9.2614e-02, 1.3782e-02,\n", - " -1.5994e-01, 1.1498e-02, -1.9741e-02, 1.2342e-02, 4.5361e-02,\n", - " -4.7461e-02, 2.5383e-02, 9.4318e-03, -8.8552e-02, 4.6658e-02,\n", - " -4.3889e-02, -5.0182e-02, 5.9938e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.0545e-02, 4.7978e-03, -2.7295e-02, -3.2521e-02, -5.2573e-03,\n", - " 5.2566e-02, -3.8502e-02, -3.1586e-02, -3.5277e-02, 2.3004e-02,\n", - " -8.2838e-03, -5.0878e-02, 5.9448e-02, -6.0400e-02, -1.5052e-02,\n", - " 5.7613e-02, 4.4871e-03, 3.7592e-02, 3.7367e-03, -3.7022e-02,\n", - " -1.0768e-01, -3.0301e-03, -4.8511e-02, -1.2609e-02, 3.6692e-02,\n", - " -2.9703e-02, -1.9677e-02, 2.0331e-02, 4.6378e-02, 2.6389e-02,\n", - " 2.4221e-02, -3.8608e-02, -1.7137e-02, -1.6338e-02, 7.7739e-03,\n", - " 3.6933e-02, 5.2195e-02, -3.0370e-02, 3.8620e-02, -7.3954e-03,\n", - " -2.4361e-02, 1.8724e-02, 2.5738e-02, -5.8383e-02, 9.2441e-03,\n", - " -1.6001e-03, -8.7727e-03, -7.0511e-03, -2.4721e-02, -2.4487e-02,\n", - " 6.2027e-02, -5.0800e-03, -3.5015e-02, 4.5620e-02, 6.4375e-02,\n", - " -1.5472e-02, -3.7977e-02, -6.9944e-03, -2.5947e-02, -6.1504e-02,\n", - " -1.6434e-02, -1.9615e-02, 3.1982e-02, 6.0094e-02, -6.7309e-02,\n", - " -3.0414e-02, -6.6629e-03, -1.1763e-02, -4.8531e-02, 1.5318e-02,\n", - " 3.4159e-02, -9.9455e-03, 9.6908e-02, 8.6409e-03, -3.9451e-02,\n", - " 2.4550e-02, 4.8075e-02, -1.0727e-01, -1.5343e-02, -1.0273e-01,\n", - " 4.6355e-03, 1.9601e-02, -4.9829e-02, -2.1895e-02, -2.8171e-02,\n", - " -2.9525e-02, 3.7370e-02, -8.2272e-02, -1.7820e-02, -2.4711e-02,\n", - " 1.7412e-02, 1.6483e-03, -6.1652e-02, 7.0492e-02, 1.8485e-02,\n", - " -7.4860e-04, 3.6639e-02, 1.6852e-02, 3.9453e-02, 3.2269e-02,\n", - " -3.2521e-02, -4.6370e-02, -1.0145e-02, 2.9429e-02, -4.0430e-02,\n", - " -6.2814e-04, -8.1575e-03, -5.9927e-03, -1.3778e-02, 5.7208e-04,\n", - " -5.5548e-02, -1.2231e-02, 3.7104e-02, 4.3259e-02, 2.2152e-02,\n", - " -2.6729e-02, 4.5330e-03, -1.0323e-03, 3.3356e-02, -2.3574e-02,\n", - " -4.4831e-02, 1.1971e-01, 2.4304e-02, -2.7408e-02, 2.5305e-02,\n", - " 3.6108e-02, 1.3840e-02, -3.6126e-02, 6.0001e-02, 6.8056e-02,\n", - " 1.6518e-02, -6.1754e-02, -6.9701e-02, -2.1165e-02, -2.3549e-03,\n", - " 1.3998e-02, 1.2351e-02, -2.5803e-02, 1.7593e-02, -4.9886e-02,\n", - " -2.3917e-03, -9.2823e-03, -2.9261e-02, 3.7538e-02, -2.4985e-02,\n", - " 6.6247e-02, -8.4827e-03, 4.1660e-02, 2.9886e-02, -6.4668e-02,\n", - " -2.8958e-02, 1.2118e-02, 1.1470e-01, -1.2803e-02, -6.5729e-03,\n", - " 3.4164e-02, -1.1297e-02, -5.5700e-02, -1.2479e-02, -6.6576e-02,\n", - " -5.0504e-03, -1.2770e-02, 6.5303e-02, 4.7508e-03, -2.4087e-02,\n", - " -3.8787e-02, -2.4123e-02, -8.9222e-03, 1.6369e-01, 1.2695e-02,\n", - " 9.5606e-03, -3.2574e-02, -3.6814e-02, -3.0272e-02, -2.5614e-02,\n", - " -3.1089e-02, 5.3816e-03, -2.6807e-03, 3.5070e-02, -2.4757e-02,\n", - " -2.6234e-02, 6.5735e-03, 3.0630e-03, 1.9667e-03, -4.1677e-02,\n", - " 3.2218e-02, -1.7885e-02, -3.9910e-02, -2.1727e-02, -2.8882e-02,\n", - " -5.1838e-04, 4.0795e-02, -4.5371e-02, -4.4967e-02, -2.4148e-02,\n", - " -2.1794e-02, -2.2433e-03, -3.0421e-02, -4.0601e-02, 3.2145e-02,\n", - " 2.1909e-02, -4.1146e-02, -3.0092e-02, -2.1882e-02, 1.9802e-02,\n", - " -2.3035e-02, -2.4836e-02, 2.1900e-03, -3.7249e-02, -2.3685e-03,\n", - " -5.2155e-03, 4.8667e-02, -3.6520e-02, -6.5834e-02, -1.2539e-02,\n", - " 4.8325e-02, 2.1462e-03, 3.3093e-02, -9.1668e-02, 6.2019e-02,\n", - " 1.9001e-03, -9.3807e-03, -8.6625e-03, 1.5933e-02, -1.4685e-02,\n", - " -9.6655e-02, -4.6540e-02, 1.3542e-02, -1.7403e-02, -8.5929e-03,\n", - " -4.4783e-02, -3.3132e-02, -4.7259e-02, -6.5732e-03, 1.5892e-02,\n", - " 8.3165e-03, -2.0910e-02, 3.5713e-02, 3.6037e-03, 5.3140e-02,\n", - " -5.5248e-02, -9.8360e-03, 5.6889e-02, 3.2236e-02, -5.3679e-02,\n", - " 6.5537e-02, -8.2064e-03, 2.7997e-03, 7.7579e-02, 1.2926e-01,\n", - " 1.9332e-02, -3.6945e-02, -5.7040e-03, 7.1984e-03, -4.6747e-02,\n", - " -2.6544e-02, 3.2384e-02, -7.8395e-03, 2.9248e-02, 1.8184e-02,\n", - " 1.8953e-02, 4.4860e-02, -1.1329e-02, 8.9244e-03, -7.2899e-02,\n", - " 2.6366e-02, -1.4107e-02, 7.5262e-04, 1.7912e-03, 5.1435e-03,\n", - " -4.1210e-02, 2.1340e-02, 1.8288e-02, -1.2019e-02, 3.0091e-02,\n", - " -6.7398e-02, 1.5532e-02, 3.1889e-02, 4.3751e-02, 2.8697e-02,\n", - " -9.0163e-03, -1.6610e-02, -2.0628e-02, 6.1373e-02, 2.6248e-02,\n", - " -1.1497e-02, 1.0323e-02, -1.6709e-02, -5.3515e-03, 2.0019e-02,\n", - " -6.3542e-03, -6.4686e-03, 4.4472e-02, 1.6952e-02, 2.5686e-02,\n", - " -5.9178e-02, -1.1134e-01, 2.3145e-03, -4.4655e-03, -4.6793e-02,\n", - " 3.3287e-03, 2.3174e-02, 2.4717e-02, 1.5951e-02, -9.2907e-02,\n", - " 5.2353e-04, 4.8828e-02, 6.6647e-03, 5.2054e-01, -2.7165e-02,\n", - " 2.6360e-02, -6.7427e-02, -3.1677e-02, -5.0289e-02, 1.3129e-02,\n", - " 2.3583e-02, -2.2693e-02, -6.1367e-03, 1.0771e-02, -1.4322e-01,\n", - " 2.9806e-02, -1.8141e-03, -2.5516e-02, 5.8928e-02, -2.4718e-02,\n", - " -3.6401e-02, -5.5888e-02, 1.1325e-02, -2.4639e-02, -6.9373e-03,\n", - " 2.6251e-02, -3.0943e-02, 1.9776e-04, -3.4886e-02, 2.3552e-02,\n", - " -4.3215e-02, 1.4054e-02, 3.4559e-02, -1.8327e-02, -9.9021e-03,\n", - " 4.9919e-02, -3.2636e-02, -8.8403e-02, 8.0147e-04, -2.5731e-04,\n", - " -7.6172e-02, -1.7575e-02, -1.4068e-02, -7.1263e-03, -1.7968e-02,\n", - " 5.0058e-03, -5.3905e-02, 3.6398e-02, -6.5471e-02, 2.5008e-02,\n", - " -3.9219e-02, 3.2282e-02, -5.5292e-03, -3.7881e-02, -3.6361e-02,\n", - " -3.2902e-02, -2.6043e-02, 8.0162e-03, -3.9533e-02, -1.7351e-02,\n", - " 9.4107e-03, -3.7312e-02, -3.5838e-02, -1.9665e-02, 4.9409e-02,\n", - " 2.7503e-02, -3.2646e-05, 7.7443e-05, -4.1585e-02, -1.3435e-02,\n", - " 1.9174e-02, -2.6785e-02, 4.6721e-02, 9.6412e-02, 2.5515e-02,\n", - " 3.9050e-03, 6.0028e-02, -3.2146e-02, 3.4005e-02, -8.1853e-03,\n", - " 4.9062e-02, -3.1212e-02, 4.6732e-03, 1.7882e-02, -1.0275e-02,\n", - " 1.1466e-02, -1.2846e-02, 1.4330e-02, -2.6192e-03, -6.1592e-03,\n", - " -2.3209e-02, -3.8201e-02, 4.7951e-02, -2.0110e-02, -1.0250e-02,\n", - " 1.2660e-02, -3.2873e-02, -6.0660e-04, 3.1933e-02, 3.1184e-02,\n", - " 2.9192e-02, -1.3484e-02, 2.3978e-02, -7.0200e-04, 2.8091e-02,\n", - " 3.8178e-02, -2.9022e-02, 7.8065e-03, -1.1418e-02, 4.0498e-02,\n", - " -6.0992e-02, 2.1202e-02, -8.3428e-03, 9.7816e-03, -9.5477e-02,\n", - " 4.2914e-02, 6.9057e-02, -1.1454e-02, -3.2822e-02, 6.5628e-02,\n", - " -1.2325e-02, -4.8853e-02, 2.9537e-02, -2.4557e-02, -6.4392e-02,\n", - " 3.7171e-02, 2.3292e-02, -6.0527e-03, 4.2346e-03, 5.7087e-05,\n", - " -2.4898e-02, -9.4711e-03, 6.3156e-02, 2.1312e-02, -1.2606e-02,\n", - " 6.9635e-02, -4.3627e-02, 1.6444e-02, -1.2800e-03, 3.4127e-02,\n", - " -2.8918e-02, -2.1365e-02, -4.6883e-02, 4.7325e-02, 7.0282e-02,\n", - " 6.4702e-03, 1.9735e-02, -7.5453e-02, 8.5285e-03, 1.4547e-02,\n", - " 5.5228e-03, 2.6051e-02, -2.0764e-02, 7.4247e-03, 5.3548e-02,\n", - " 1.6936e-02, 9.2042e-02, -2.4240e-02, -1.5285e-02, 2.0107e-03,\n", - " -8.3254e-02, 2.4259e-02, -1.8647e-02, -4.1152e-03, 4.1344e-02,\n", - " -1.5309e-02, -6.5933e-03, 2.2393e-02, 1.4065e-02, 6.8878e-02,\n", - " 2.5533e-02, 4.5312e-02, -4.7273e-02, 1.2195e-02, 3.2822e-02,\n", - " -5.5006e-02, -1.3568e-02, 4.3020e-02, 1.7542e-02, 9.3271e-03,\n", - " 1.6404e-02, -9.5558e-03, -2.5200e-02, 6.2971e-02, -2.0871e-02,\n", - " 1.7090e-02, -1.4036e-02, -8.9654e-02, -3.5722e-02, 8.5351e-03,\n", - " 2.5646e-02, -2.4362e-02, 1.9007e-02, -1.3815e-02, 1.0668e-03,\n", - " 3.0124e-02, -5.0603e-03, -2.2713e-02, -5.0680e-02, 7.2516e-02,\n", - " -1.8459e-02, -4.0495e-02, 1.0702e-02, 3.1914e-02, -1.8881e-02,\n", - " -1.0335e-02, 4.4115e-02, 1.8289e-02, 1.8983e-02, 1.6381e-02,\n", - " -5.6939e-02, 5.8426e-02, 5.1809e-02, 4.5404e-02, -2.0641e-03,\n", - " 1.5015e-02, -2.9557e-02, -4.9422e-04, 2.8226e-02, -3.6501e-02,\n", - " 1.2228e-02, -4.2481e-02, 1.7955e-02, -6.8749e-03, 7.8977e-02,\n", - " 3.3076e-02, 8.4979e-02, 2.0454e-02, -5.9122e-02, -1.6459e-02,\n", - " 2.8076e-03, -2.7427e-02, 1.2942e-02, 4.7500e-02, 1.7271e-02,\n", - " 2.8673e-02, 4.6712e-02, 2.8800e-02, -7.0293e-03, 3.9657e-04,\n", - " 9.8114e-02, 1.5386e-02, 1.8516e-02, 2.5414e-02, -3.0033e-02,\n", - " -2.1314e-02, 4.9773e-02, -1.5158e-02, 4.3223e-03, 2.2862e-02,\n", - " 1.2927e-02, -5.8985e-02, 5.0947e-02, -3.1557e-03, 1.8955e-02,\n", - " 9.9036e-03, 9.9126e-03, 8.4511e-02, 2.7497e-02, -4.3364e-03,\n", - " -1.7975e-02, -2.7957e-03, 2.0454e-02, -5.9713e-02, 1.7225e-02,\n", - " 2.5240e-02, 1.0877e-02, -4.0837e-02, 5.4133e-02, -2.8163e-03,\n", - " -8.9384e-04, 2.4503e-02, 5.0877e-02, -1.8714e-02, 2.5555e-02,\n", - " 4.7746e-02, -3.0656e-04, -4.0121e-02, -3.6812e-02, 3.1613e-02,\n", - " 4.2329e-03, -4.6684e-02, 1.8396e-02, 5.5681e-02, 3.9369e-02,\n", - " -2.1213e-02, 2.4599e-02, -2.6654e-02, 3.5678e-02, -1.3363e-02,\n", - " 3.8359e-02, 1.7496e-02, 1.4322e-03, 1.2788e-02, -3.5350e-02,\n", - " -3.6353e-02, 2.1436e-03, 4.5781e-02, 2.3263e-02, 3.1172e-02,\n", - " -5.1115e-02, -2.4003e-03, 3.6001e-02, -9.5393e-03, 5.0734e-02,\n", - " -2.1554e-03, 4.4774e-02, 1.3463e-02, -4.5734e-02, -7.6865e-04,\n", - " 2.4321e-02, -1.8790e-02, -4.4865e-03, 3.0907e-02, -3.3393e-02,\n", - " -4.8710e-02, 2.9006e-02, 1.2566e-02, 1.6059e-02, -5.5442e-02,\n", - " -6.7229e-03, -3.5930e-02, -5.3691e-02, -3.0899e-02, -4.5118e-03,\n", - " -7.8866e-02, -4.1172e-02, 4.0642e-03, -4.9915e-02, 1.4360e-02,\n", - " -6.5134e-03, 7.0755e-03, 4.5255e-03, -5.3511e-02, 2.5087e-02,\n", - " -3.7791e-03, -3.5014e-02, -1.6613e-03, -2.2256e-02, 1.2742e-03,\n", - " 4.8996e-03, 8.2949e-03, -5.5692e-03, 1.5408e-02, -5.9966e-03,\n", - " 1.7624e-02, -3.1948e-02, -3.4815e-02, -5.5280e-03, 4.5409e-02,\n", - " -2.1773e-02, 4.3899e-02, 4.6112e-03, 2.0937e-02, 6.2719e-02,\n", - " -3.9349e-02, -3.2218e-02, -3.6907e-02, 1.7296e-03, -1.0380e-02,\n", - " 6.2993e-02, -8.7945e-03, 2.3957e-02, -1.8737e-02, 9.6456e-03,\n", - " -3.5061e-02, -9.5344e-03, 3.9935e-02, 1.0943e-02, 1.1535e-02,\n", - " 2.8330e-02, -2.3602e-02, -2.0347e-02, -2.3410e-02, 8.0677e-02,\n", - " -1.2090e-03, -2.3553e-02, -2.5631e-02, 2.4529e-02, 1.3112e-02,\n", - " 8.6738e-02, -3.8369e-02, -1.8177e-02, -1.4794e-02, 3.6931e-02,\n", - " -4.8585e-02, -2.1471e-04, 2.3306e-02, 1.2232e-03, 7.2004e-02,\n", - " -7.8174e-02, 5.2464e-02, -1.3123e-02, 6.1606e-03, -1.3155e-01,\n", - " -1.6209e-02, 2.2067e-03, 1.7419e-02, -2.6653e-02, -3.0199e-02,\n", - " -1.7175e-02, 1.6261e-02, 8.3732e-03, 2.5564e-02, 1.2671e-03,\n", - " 9.9538e-02, -4.3610e-02, 5.2563e-03, -1.2351e-02, 5.2107e-03,\n", - " 1.2784e-02, -4.2900e-02, -5.3548e-03, 1.1851e-02, -2.2185e-02,\n", - " -5.0226e-02, 2.0306e-02, -1.9784e-02, -1.4673e-02, 2.0921e-02,\n", - " -7.6363e-03, 1.4226e-03, 3.5814e-02, 7.3090e-02, 1.3370e-02,\n", - " -3.7753e-02, -2.2728e-02, -1.8867e-02, 3.5160e-03, -3.0682e-02,\n", - " -2.6764e-02, -2.9038e-02, -1.9530e-02, 1.4451e-02, 1.2506e-02,\n", - " 4.9037e-02, -2.4175e-02, -2.4652e-02, 5.5033e-02, 1.3578e-02,\n", - " -9.0138e-02, -2.4899e-02, 9.6034e-03, 7.6498e-03, 1.1697e-02,\n", - " -1.3502e-03, 3.3892e-02, -5.2990e-02, 4.1804e-02, -5.3140e-03,\n", - " -4.6533e-02, 1.1580e-01, 3.4675e-06, 3.9616e-03, -4.7453e-02,\n", - " -2.4585e-02, 2.0169e-02, -1.1674e-02, 4.5088e-03, 2.6029e-02,\n", - " -3.5901e-02, 2.2140e-02, -1.9801e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8850, 0.8693, 0.8115, 0.8027, 0.9486, 0.8652, 0.8871, 0.8831, 0.8698,\n", - " 0.8330, 0.7637, 0.7715, 0.7981, 0.7698, 0.8465, 0.8259, 0.7443, 0.7650,\n", - " 0.9037, 0.9052, 0.9046, 0.8314, 0.8717, 0.8952, 0.7879, 0.9215, 0.8028,\n", - " 0.8889, 0.8073, 0.8258, 0.8728, 0.8039, 0.8982, 0.8946, 0.8787, 0.8603,\n", - " 0.8657, 0.8557, 0.8477, 0.9793, 0.8615, 0.8907, 0.8600, 0.8537, 0.8647,\n", - " 0.8238, 0.9300, 0.8727, 0.8987, 0.8591, 0.8971, 0.8482, 0.9514, 0.7831,\n", - " 0.8310, 0.7822, 0.8346, 0.7853, 0.8591, 0.7893, 0.8725, 0.7595, 0.6700,\n", - " 0.8361, 0.8412, 0.8373, 0.8506, 0.8679, 0.8495, 0.9174, 0.8723, 0.8909,\n", - " 0.8554, 0.7368, 0.8856, 0.7299, 0.8484, 0.6672, 0.7863, 0.8175, 0.8647,\n", - " 0.9012, 0.8948, 0.8305, 0.6795, 0.7734, 0.8164, 0.8255, 0.8551, 0.8857,\n", - " 0.8128, 0.8716, 1.0509, 0.8217, 0.8215, 0.7679, 0.6553, 0.8087, 0.8372,\n", - " 0.8959, 0.8908, 0.9011, 0.8649, 0.8123, 0.7725, 0.6100, 0.8323, 0.8772,\n", - " 0.8364, 0.7842, 0.8545, 0.8459, 0.8148, 0.8938, 0.8601, 0.8321, 0.8438,\n", - " 0.8720, 0.8864, 0.8291, 0.8626, 0.7467, 0.8015, 0.8199, 0.7186, 0.7940,\n", - " 0.8363, 0.7522, 0.8440, 0.8234, 0.8880, 0.7965, 0.6338, 0.8407, 0.8345,\n", - " 0.9007, 0.8326, 0.7257, 0.8713, 0.6898, 0.8897, 0.8920, 0.8826, 0.8902,\n", - " 0.7738, 0.8315, 0.8601, 0.8311, 0.8579, 0.8716, 0.7861, 0.8381, 0.7427,\n", - " 0.8785, 0.8550, 0.8094, 0.8622, 0.8240, 0.8710, 0.6590, 0.8674, 0.8818,\n", - " 0.7780, 0.8800, 0.8280, 0.8809, 0.8636, 0.8070, 0.9013, 0.8536, 0.8453,\n", - " 0.8399, 0.7974, 0.9115, 0.8921, 0.7872, 0.7671, 0.8114, 0.8100, 0.8181,\n", - " 0.8408, 0.8712, 0.8112, 0.8891, 0.8994, 0.8510, 0.9295, 0.8575, 0.8785,\n", - " 0.8344, 0.8653, 0.9411, 0.8991, 0.8101, 0.8538, 0.8691, 0.8841, 0.8246,\n", - " 0.8006, 0.7448, 0.8776, 0.8507, 0.6319, 0.8011, 0.8301, 0.8440, 0.8573,\n", - " 0.8052, 0.8503, 0.8258, 0.7898, 0.8860, 0.8388, 0.8262, 0.8240, 0.5967,\n", - " 0.6569, 0.8931, 0.7032, 0.8325, 0.8609, 0.8861, 0.8461, 0.7736, 0.8651,\n", - " 0.6310, 0.8154, 0.8067, 0.8627, 0.8703, 0.8284, 0.8544, 0.8399, 0.8662,\n", - " 0.8499, 0.8086, 0.8547, 0.7501, 0.8719, 0.7933, 0.8102, 0.8630, 0.8408,\n", - " 0.7605, 0.7987, 0.6680, 0.8077, 0.8030, 0.8082, 0.7938, 0.8124, 0.9389,\n", - " 0.8165, 0.8378, 0.8756, 0.8291, 0.8081, 0.8044, 0.7616, 0.8318, 0.8769,\n", - " 0.8518, 0.8873, 0.8364, 0.7928, 0.7751, 0.8396, 0.8267, 0.8324, 0.8773,\n", - " 0.8382, 0.8497, 0.8337, 0.8065, 0.8799, 0.8837, 0.7305, 0.8562, 0.8426,\n", - " 0.8771, 0.7632, 0.8830, 0.8860, 0.6951, 0.8731, 0.7619, 0.8572, 0.9205,\n", - " 0.8282, 0.8823, 0.8126, 0.7094, 0.8774, 0.8323, 0.8787, 0.7345, 0.6750,\n", - " 0.9331, 0.8428, 0.8451, 0.8937, 0.8636, 0.8543, 0.8640, 0.9679, 0.8496,\n", - " 0.8426, 0.8868, 1.6818, 0.8512, 0.7999, 0.6490, 0.7925, 0.8311, 0.8533,\n", - " 0.7980, 0.8785, 0.8667, 0.8249, 0.6624, 0.8517, 0.8222, 0.8189, 0.8642,\n", - " 0.8679, 0.8820, 0.7771, 0.8548, 0.8693, 0.8298, 0.7644, 0.6444, 0.8462,\n", - " 0.9334, 0.8796, 0.8287, 0.8557, 0.8923, 0.8747, 0.8421, 0.7590, 0.9140,\n", - " 0.7596, 0.8562, 0.7684, 0.6392, 0.8787, 0.8760, 0.8397, 0.9157, 0.8406,\n", - " 0.8864, 0.8494, 0.6154, 0.8651, 0.8592, 0.8232, 0.8080, 0.8208, 0.8602,\n", - " 0.8569, 0.7944, 0.8085, 0.7914, 0.8488, 0.8747, 0.7771, 0.8696, 0.8621,\n", - " 0.7858, 0.8616, 0.8257, 0.8940, 0.8509, 0.8833, 0.8695, 0.8531, 0.8396,\n", - " 0.8398, 0.9034, 0.8429, 3.7374, 0.8423, 0.9144, 0.8342, 0.8423, 0.8608,\n", - " 0.8730, 0.8520, 0.8797, 0.7748, 0.8204, 0.8671, 0.7753, 0.8750, 0.8510,\n", - " 0.8500, 0.8235, 0.8338, 0.8771, 0.8216, 0.7368, 0.7579, 0.8413, 0.7475,\n", - " 0.8314, 0.8866, 0.7952, 0.8763, 0.8637, 0.8080, 0.8386, 0.8846, 0.8464,\n", - " 0.8225, 0.8022, 0.8057, 0.8386, 0.8617, 0.7066, 0.8216, 0.8185, 0.8671,\n", - " 0.8032, 0.8462, 0.8457, 0.8442, 0.8512, 0.8686, 0.7797, 0.8512, 0.8003,\n", - " 0.8745, 0.7961, 0.8375, 0.9205, 0.8668, 0.8226, 0.8739, 0.8631, 0.8306,\n", - " 0.8789, 0.8021, 0.5912, 0.8488, 0.8427, 0.9343, 0.8086, 0.8538, 0.8072,\n", - " 0.8836, 0.8718, 0.9224, 0.8551, 0.9017, 0.8732, 0.8287, 0.8713, 0.8071,\n", - " 0.8711, 0.8436, 0.6980, 0.8607, 0.8851, 0.8620, 0.7703, 0.7350, 0.7902,\n", - " 0.7738, 0.7976, 0.9180, 0.7706, 0.8393, 0.8542, 0.7711, 0.8384, 0.7985,\n", - " 0.8631, 0.8458, 0.8434, 0.8486, 0.8663, 0.6658, 0.8319, 0.7989, 0.8596,\n", - " 0.8169, 0.8491, 0.8359, 0.8489, 0.8856, 0.8456, 0.8137, 0.8780, 0.8522,\n", - " 0.8292, 0.6304, 0.7933, 0.8540, 0.8054, 0.7910, 0.8543, 0.7988, 0.8017,\n", - " 0.7940, 0.8717, 0.8372, 0.8258, 0.8595, 0.8500, 0.7408, 0.7778, 0.8314,\n", - " 0.8619, 0.8428, 0.8644, 0.8706, 0.6603, 0.9494, 0.8183, 0.8846, 0.7618,\n", - " 0.8873, 0.8440, 0.8163, 0.8417, 0.8058, 0.8688, 0.8480, 0.6464, 0.8272,\n", - " 0.8195, 0.8578, 0.8263, 0.8789, 0.8109, 0.8564, 0.8152, 0.7638, 0.9109,\n", - " 0.7887, 0.6671, 0.8776, 0.8020, 0.8699, 0.9841, 0.8716, 0.8246, 0.8239,\n", - " 0.8534, 0.8780, 0.7701, 0.8414, 0.8917, 0.8848, 0.8364, 0.8447, 0.7795,\n", - " 0.8936, 0.8650, 0.8805, 0.8398, 0.8306, 0.8897, 0.8151, 0.8315, 0.7884,\n", - " 0.8567, 0.8566, 0.8560, 0.8124, 0.8859, 0.8490, 0.6872, 0.8286, 0.8489,\n", - " 0.8675, 0.6240, 0.8782, 0.8463, 0.8195, 0.8376, 0.8822, 0.8177, 0.8447,\n", - " 0.8594, 0.9784, 0.8608, 0.8085, 0.8519, 0.8747, 0.8664, 0.8970, 0.7990,\n", - " 0.7960, 0.7944, 0.8383, 0.8342, 0.8673, 0.8362, 0.8210, 0.8885, 0.8883,\n", - " 0.8340, 0.8867, 0.8400, 0.8793, 0.7906, 0.8517, 0.8467, 0.8182, 0.7912,\n", - " 0.8717, 0.7544, 0.6103, 0.8290, 0.7976, 0.8864, 0.8583, 0.7969, 0.7886,\n", - " 0.8548, 0.8861, 0.8412, 0.8398, 0.8975, 0.9123, 0.8346, 0.8174, 0.8896,\n", - " 0.8068, 0.8157, 0.8387, 0.8569, 0.8687, 0.8215, 0.8781, 0.8641, 0.7582,\n", - " 0.8891, 0.8598, 0.8196, 0.8441, 0.7114, 0.8811, 0.7845, 0.8436, 0.8529,\n", - " 0.8112, 0.8472, 0.8862, 0.8625, 0.8183, 0.7923, 0.6480, 0.7893, 0.7810,\n", - " 0.8405, 0.8508, 0.7928, 0.8570, 0.8785, 0.8829, 0.9033, 0.8575, 0.8054,\n", - " 0.8824, 0.8265, 0.8473, 0.8210, 0.5653, 0.8461, 0.8084, 0.8000, 0.8650,\n", - " 0.8411, 0.8698, 0.8825, 0.9204, 0.8542, 0.8927, 0.8834, 0.8579, 0.8597,\n", - " 0.8863, 0.8447, 0.7953, 0.8564, 0.8923, 0.8756, 0.8463, 0.8706, 0.8236,\n", - " 0.8920, 0.8600, 0.8787, 0.8168, 0.7208, 0.8156, 0.6629, 0.8969, 0.8670,\n", - " 0.8135, 0.8187, 0.8691, 0.8053, 0.8053, 0.8289, 0.8698, 0.8603, 0.7667,\n", - " 0.8751, 0.8126, 0.8187, 0.7971, 0.8816, 0.8092, 0.8548, 0.8822, 0.7835,\n", - " 0.7966, 0.8399, 0.8729, 0.8256, 0.8367, 0.8706, 0.8262, 0.8057, 0.8505,\n", - " 0.8744, 0.8596, 0.8794, 0.8816, 0.9081, 0.8772, 0.8030, 0.8818, 0.7856,\n", - " 0.8863, 0.7395, 0.8430, 0.8722, 0.8880, 0.8189, 0.7814, 0.8807, 0.8152,\n", - " 0.8329, 0.8486, 0.8740, 0.8924, 0.8825, 0.8023, 0.8362, 0.8630, 0.7928,\n", - " 0.8629, 0.8481, 0.8380, 0.7351, 0.8758, 0.8517, 0.8296, 0.8681, 0.8576,\n", - " 0.7642, 0.7803, 0.8774], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.0336e-03, 5.2285e-03, -2.8415e-02, -2.2355e-01, 2.8281e-01,\n", - " -1.0355e-01, 2.1058e-01, 5.2141e-02, 9.3133e-03, -1.0140e-01,\n", - " -9.5627e-02, 2.1383e-01, -6.5770e-02, 9.9821e-02, 1.5656e-02,\n", - " 7.9254e-02, -1.1230e-01, -2.8406e-02, -7.8713e-02, 2.4294e-01,\n", - " 2.4602e-01, -2.3040e-01, 1.1285e-01, 3.0359e-01, -2.3410e-02,\n", - " 2.6385e-01, 1.2775e-01, -2.4427e-01, -2.4724e-01, 6.4968e-02,\n", - " -4.9040e-02, 3.0989e-02, 2.4190e-01, -1.9570e-01, 8.1310e-02,\n", - " -1.3567e-02, -1.4962e-01, 2.3354e-01, 1.6837e-01, -4.0372e-01,\n", - " -8.2497e-02, -1.8586e-01, -1.6642e-02, 1.1182e-01, 8.5592e-03,\n", - " -1.3928e-01, -1.0552e-01, -9.6952e-02, 2.1425e-02, -1.1056e-01,\n", - " -2.3767e-01, -5.2616e-02, 2.2837e-01, -3.9718e-01, 3.9357e-02,\n", - " -7.2787e-02, 8.0630e-02, -2.5140e-01, -1.3714e-03, -7.7234e-02,\n", - " -5.7403e-02, 4.9509e-02, -2.1094e-01, -1.5049e-01, 2.4436e-02,\n", - " 1.0605e-01, -2.2542e-02, -6.6176e-02, 1.5422e-02, -1.9702e-01,\n", - " -3.3141e-01, 9.1690e-02, -9.0190e-02, -1.1617e-01, 9.8462e-02,\n", - " -6.1607e-02, -3.8342e-02, 1.5944e-01, 4.5236e-02, 5.7582e-02,\n", - " -1.0090e-02, 1.2384e-02, 7.6772e-02, 1.3772e-01, 4.2770e-03,\n", - " -7.8976e-02, -8.5676e-02, 5.8032e-02, 5.1380e-04, 8.9491e-02,\n", - " -3.2615e-02, -1.5720e-01, 7.2433e-01, -7.8350e-02, 6.4355e-02,\n", - " -8.4763e-02, 1.1380e-01, -1.4482e-01, -7.4009e-02, -7.2901e-02,\n", - " 6.5144e-02, 1.1149e-01, 2.2596e-02, -1.2960e-01, 1.3151e-02,\n", - " -2.0588e-01, -1.1241e-01, -1.0558e-01, -8.9636e-03, 2.9718e-02,\n", - " -1.0388e-01, 7.0925e-03, -3.0181e-01, -1.5717e-01, -8.3690e-02,\n", - " 1.2701e-02, -3.2623e-02, 1.3150e-02, -1.1205e-01, 1.2246e-01,\n", - " -9.7161e-02, -2.9682e-01, -8.3702e-02, 4.9577e-02, 7.1420e-02,\n", - " -1.9664e-01, -7.6017e-02, 8.8923e-02, -4.5538e-02, -7.7344e-02,\n", - " -3.5484e-03, 4.3289e-02, -1.1097e-01, -9.4680e-02, -9.9394e-03,\n", - " -1.1565e-01, -4.4032e-02, 9.9199e-02, -2.2014e-01, -1.9625e-01,\n", - " -1.1376e-01, 9.4815e-03, 2.3465e-03, -1.1495e-02, 5.0283e-02,\n", - " -6.0909e-01, 1.0951e-02, 3.0044e-02, -1.0283e-01, 4.0362e-01,\n", - " -9.3080e-03, 1.6931e-01, -2.8950e-01, 1.6660e-02, 6.6859e-02,\n", - " -1.8190e-02, 1.0559e-01, 2.1833e-01, 1.0011e-01, -1.0045e-01,\n", - " 4.2853e-02, -8.7105e-02, -1.2163e-01, 7.0865e-02, -1.1551e-01,\n", - " 7.9991e-02, 1.2663e-01, -9.7014e-02, -6.9683e-01, -1.0928e-01,\n", - " -1.3667e-01, 7.1320e-03, -4.5795e-02, 3.9001e-01, 4.4341e-02,\n", - " 2.1284e-01, 4.4913e-02, 9.7137e-02, 4.4726e-02, 1.0720e-01,\n", - " -1.9162e-02, 3.9274e-02, -1.1940e-01, 1.4703e-01, 8.2512e-02,\n", - " -7.1100e-02, 2.1497e-01, 1.5583e-01, 1.3691e-01, -3.5807e-02,\n", - " -3.9637e-02, -2.5174e-01, 1.7311e-01, -2.5205e-02, 1.1391e-01,\n", - " 9.6349e-02, -8.1582e-02, 1.8771e-01, -2.1290e-02, -1.1039e-01,\n", - " -2.4997e-01, 3.1039e-02, 7.1190e-02, 1.2845e-01, -1.3078e-01,\n", - " 1.2907e-01, 6.6490e-02, 1.2243e-03, 7.6038e-02, -5.4327e-03,\n", - " -3.7124e-02, -1.5022e-01, 7.0269e-02, 1.3115e-01, 9.9734e-02,\n", - " -9.2058e-02, -4.5981e-02, -7.3266e-02, 6.7582e-02, -2.1370e-01,\n", - " -6.2263e-02, 1.0242e-01, -3.8111e-02, 5.4451e-02, -8.5856e-02,\n", - " 3.6501e-01, 1.2673e-01, -6.6931e-02, 8.0951e-02, -2.8745e-02,\n", - " 8.1686e-02, -7.4046e-02, 4.2015e-02, -5.8721e-02, 3.1116e-02,\n", - " 1.2470e-01, -1.0286e-01, -9.5550e-03, -7.3585e-03, -2.3900e-01,\n", - " -4.5236e-02, 5.9745e-02, -7.4837e-02, -1.2526e-02, 3.2314e-02,\n", - " -4.9047e-02, -2.5798e-01, 5.7097e-02, -2.2542e-01, -5.0367e-01,\n", - " 3.6182e-03, 2.2921e-01, -7.6835e-02, -1.0242e-01, -7.9557e-03,\n", - " -8.8306e-02, -2.1782e-01, 1.0700e-02, 3.6123e-02, -3.6438e-02,\n", - " -2.1702e-03, -9.3591e-02, 8.4398e-02, 2.6575e-03, -3.8941e-02,\n", - " -8.1292e-02, 2.6883e-02, 5.7721e-02, 4.6312e-02, -1.1495e-02,\n", - " 3.8139e-02, -3.9406e-02, -8.9335e-02, -4.6443e-02, -8.4026e-02,\n", - " 1.3272e-01, -1.4938e-01, -1.4192e-01, -1.5603e-01, -1.4415e-01,\n", - " 1.2822e-01, 3.4662e-02, 2.3559e-02, -9.9429e-02, -1.8124e-01,\n", - " 4.7738e-03, 1.8395e-01, 2.3316e-01, 1.3729e-01, -3.9689e-02,\n", - " 6.0333e-02, -8.7207e-02, -1.5517e-01, -1.9343e-02, 1.3433e-01,\n", - " -1.1945e-01, -6.6630e-02, 2.6264e-01, 8.0230e-02, -3.6583e-02,\n", - " -3.4312e-02, 6.6418e-02, -1.2824e-01, 5.6244e-02, 3.5392e-01,\n", - " -4.5682e-02, -2.7011e-01, -9.9110e-02, -1.2970e+00, 1.0362e-02,\n", - " 1.1781e-02, -5.5204e-02, -9.5896e-03, -1.7513e-02, -1.9234e-02,\n", - " 3.4248e-02, 2.2463e-02, 6.6340e-02, -7.1592e-02, 2.0376e-01,\n", - " -1.8350e-01, 6.0965e-02, 1.6242e-01, -2.2975e-01, -5.2453e-02,\n", - " 9.9357e-02, -5.8088e-02, -1.2977e-01, -3.8727e-02, 3.0141e-02,\n", - " -7.4669e-02, -4.1295e-02, 5.3212e-02, 1.7492e-01, -4.8128e-02,\n", - " 2.5583e-02, -1.4061e-01, -1.3333e-01, -1.1822e-02, 7.4698e-02,\n", - " -3.6656e-04, 1.2344e-02, 5.2643e-02, -4.2516e-02, -3.8568e-02,\n", - " 2.3489e-01, -2.1652e-02, -2.1351e-01, -1.0318e-01, -3.0506e-01,\n", - " -1.1249e-01, 1.0427e-01, -8.8108e-03, 1.7477e-01, 1.6618e-02,\n", - " -7.9492e-02, 2.6739e-02, -5.6260e-03, -8.4520e-02, 9.5812e-02,\n", - " 3.4080e-02, -2.8043e-03, -5.0595e-02, 7.5903e-02, -1.4101e-02,\n", - " -1.4086e-01, -8.2914e-02, 1.0507e-01, -1.3649e-01, -2.7506e-02,\n", - " -1.2047e-01, -2.1823e-02, 6.4480e-02, -7.2969e-02, -1.4135e-01,\n", - " 1.0568e-02, 4.7503e-03, -8.7234e-03, -1.0583e-01, 5.5112e-02,\n", - " -9.0419e-02, -1.0916e+00, 9.6388e-02, -2.8698e-01, 3.5710e-02,\n", - " -7.8352e-02, -2.4311e-01, 1.0061e-01, -6.7212e-02, -1.5293e-01,\n", - " -1.2709e-02, -3.9582e-02, 1.1981e-01, -6.5164e-03, 6.3466e-02,\n", - " -3.8860e-02, -1.8429e-01, -1.7751e-01, 4.9938e-02, -1.1186e-01,\n", - " -1.5652e-02, -1.1511e-01, 1.8332e-02, -1.2996e-01, -1.4776e-01,\n", - " -2.2325e-01, 9.1054e-02, -7.2694e-02, 1.9732e-01, -6.5375e-02,\n", - " -7.0374e-02, -1.5113e-01, 3.1656e-02, 7.3931e-02, -1.1310e-01,\n", - " 2.4662e-02, -2.6566e-02, 5.9458e-03, -2.0863e-02, -5.4963e-02,\n", - " -6.4447e-02, -3.4899e-01, 3.8133e-02, -1.1241e-01, -1.9072e-01,\n", - " 1.3851e-01, 5.5770e-02, -1.4842e-01, -1.9034e-01, 1.3091e-01,\n", - " 4.9112e-02, -2.2440e-01, -2.6715e-01, 1.6301e-01, -6.8629e-02,\n", - " 1.0853e-01, -2.0320e-01, -5.3612e-02, -1.5559e-01, -1.8887e-01,\n", - " 7.1598e-02, -5.1105e-02, 1.0509e-01, -7.9962e-02, -7.1519e-03,\n", - " 2.0742e-02, -2.2968e-01, 8.8782e-02, -9.2715e-02, -3.1657e-01,\n", - " -1.5412e-02, 1.3642e-02, 1.6419e-01, -1.9913e-01, 5.6982e-02,\n", - " -4.8904e-02, -1.6943e-02, 9.6511e-02, -4.6775e-02, -7.8662e-02,\n", - " 3.2571e-02, -2.4914e-01, -7.4112e-02, 1.6399e-01, 1.7284e-01,\n", - " -6.7856e-02, -1.0784e-01, 4.1670e-02, 3.3421e-02, 3.6985e-03,\n", - " 1.7555e-03, -2.4169e-01, -1.2191e-02, -1.0531e-01, -1.4383e-01,\n", - " -8.1091e-02, -1.5756e-01, 4.3449e-02, -2.0836e-01, -6.3087e-02,\n", - " 4.7162e-02, 1.2487e-01, -1.7479e-01, -2.0048e-02, 4.4944e-02,\n", - " 5.0981e-03, 8.1488e-02, 1.4498e-01, -2.5543e-01, -5.2586e-02,\n", - " -4.0249e-02, 1.4402e-02, 6.6907e-02, -3.8030e-02, -9.9229e-02,\n", - " -9.9703e-02, -1.4705e-01, 1.8648e-02, -4.8384e-02, 1.3715e-01,\n", - " 6.0175e-02, 2.9476e-02, -8.5164e-02, 2.2541e-02, -6.7690e-02,\n", - " -1.1113e-02, -1.7944e-01, -2.6556e-02, -1.1250e-01, -3.4658e-02,\n", - " -1.1201e-01, -7.6722e-02, 3.9984e-02, -7.4275e-02, -1.1728e-01,\n", - " 2.5502e-01, -9.2376e-02, -9.7613e-02, -3.2531e-01, -2.8721e-02,\n", - " -1.3918e-01, 2.1222e-01, 5.7275e-02, -1.8823e-01, -1.5024e-01,\n", - " -3.1565e-02, 3.5345e-02, -1.6787e-02, 6.9471e-02, 8.7983e-02,\n", - " -7.0008e-02, -5.9802e-02, -2.9278e-03, -6.8722e-02, 4.8875e-03,\n", - " -8.5533e-02, -6.0505e-02, 6.2219e-03, 1.2152e-02, -2.4958e-01,\n", - " -1.3554e-02, -8.6929e-02, -1.7285e-01, 5.2198e-02, -1.3743e-01,\n", - " -7.3373e-01, -1.6765e-01, -9.4990e-02, 2.0334e-01, 7.9054e-02,\n", - " -8.6463e-02, -5.9376e-02, 1.5502e-01, 4.9438e-02, 3.5991e-02,\n", - " -9.8729e-02, 2.2769e-02, 4.7792e-02, 9.3990e-02, -7.0500e-02,\n", - " -1.6993e-01, -2.5577e-01, -1.3172e-01, -5.3147e-03, -7.4893e-02,\n", - " 1.5965e-03, 1.1410e-01, -5.6585e-02, -1.7878e-02, -6.0898e-03,\n", - " -8.3584e-03, -1.7030e-03, 3.7460e-02, 9.1694e-02, -1.4599e-01,\n", - " -6.2180e-02, -1.3732e-01, -1.5730e-01, 1.5761e-01, -5.8925e-02,\n", - " -1.6023e-01, -7.1060e-03, 1.2592e-01, -6.7088e-02, 2.3908e-03,\n", - " 8.3223e-03, 4.0463e-01, -5.0263e-02, -5.7076e-02, -1.9179e-02,\n", - " 4.5129e-02, -1.4537e-02, 9.5294e-02, 2.4088e-02, 2.0403e-01,\n", - " -1.2687e-02, -2.5072e-02, -6.1451e-03, 9.3198e-02, -3.2659e-02,\n", - " -2.7385e-02, 4.8588e-02, -1.8035e-01, 4.2851e-02, 5.0967e-02,\n", - " 1.8662e-01, 3.7509e-02, 1.8329e-01, -5.8049e-03, -5.2903e-02,\n", - " -9.9441e-03, -1.3935e-01, -9.4371e-02, 2.9916e-03, -1.2807e-01,\n", - " -3.7715e-02, -3.5035e-02, -1.1794e-02, -8.1073e-02, -8.4328e-03,\n", - " 7.7523e-02, -6.6890e-02, 8.6839e-02, 5.1683e-02, -9.7652e-02,\n", - " 2.3360e-01, 2.5418e-01, -1.8245e-01, 1.2412e-01, 1.0944e-01,\n", - " 1.7953e-01, 2.3462e-01, 4.6152e-02, 1.4194e-01, 3.1772e-02,\n", - " 7.3054e-02, -1.2898e-02, 3.8977e-02, 3.6320e-02, 1.8327e-01,\n", - " -1.7349e-01, 1.5755e-01, 1.1643e-01, 4.3175e-03, -4.8101e-02,\n", - " -1.0999e-01, 1.4522e-01, -1.1640e-01, -8.7701e-02, 4.2940e-02,\n", - " 6.3380e-03, 1.7349e-01, 8.3371e-02, 1.3219e-01, -1.6170e-01,\n", - " -9.8692e-02, 6.0366e-02, 1.5533e-02, -6.4581e-02, -2.6297e-02,\n", - " 5.7827e-02, -2.6181e-02, 8.6905e-02, -1.7798e-01, 7.2166e-02,\n", - " -8.5554e-02, 8.3456e-02, 3.7982e-02, 1.7078e-02, 8.0956e-02,\n", - " 5.8977e-02, 1.1211e-03, -1.1919e-01, -9.9886e-02, 5.3761e-02,\n", - " -1.3990e-01, 2.6795e-01, 1.9118e-01, 2.2404e-01, -1.1108e-01,\n", - " 2.4671e-03, -1.2989e-01, 2.5949e-01, -8.8656e-02, -1.2257e-01,\n", - " -5.3595e-02, 1.3283e-01, -9.9118e-02, -1.4086e-01, -1.2031e-02,\n", - " -4.1843e-02, 4.4548e-02, 1.1791e-01, 6.6411e-02, -1.2471e-01,\n", - " 8.0124e-02, -1.6481e-01, -9.5394e-02, 3.7181e-03, -9.0005e-02,\n", - " 9.1140e-02, 1.2014e-02, -1.3411e-01, 5.2264e-03, 8.1993e-02,\n", - " 1.4718e-03, 1.0597e-01, 7.7151e-02, 6.2308e-02, 1.5275e-01,\n", - " -1.6316e-01, 1.1115e-01, 1.5610e-01, 1.2349e-01, -2.1435e-02,\n", - " 1.1163e-01, 3.0151e-03, 1.2209e-01, 3.5566e-02, -7.8555e-02,\n", - " -9.6028e-02, -1.9912e-01, -3.7808e-02, -4.6515e-02, 1.0525e-01,\n", - " -1.5944e-02, -7.2695e-02, -2.4133e-02, -7.9325e-02, -3.7141e-03,\n", - " -6.9687e-02, 1.0560e-01, 1.6557e-01, 1.4042e-01, 2.8165e-01,\n", - " -4.4383e-02, 1.1224e-01, 6.0685e-02, -3.6089e-02, 2.2756e-02,\n", - " 7.1514e-02, -1.1817e-02, 5.3818e-02, -7.8305e-02, -4.7519e-03,\n", - " 1.8717e-01, -9.5585e-02, -7.5553e-02, 7.0850e-02, 1.1952e-02,\n", - " 3.2495e-02, -1.4560e-01, -1.1017e-01, 1.4976e-01, -2.1868e-01,\n", - " -3.3066e-02, -2.9233e-01, 1.1392e-01, -1.1354e-01, 7.1420e-02,\n", - " 2.1520e-02, 1.8998e-01, 4.7666e-02, -2.5585e-01, -9.9891e-02,\n", - " -1.2896e-02, 3.6183e-02, 8.3095e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0877, -0.1178, -0.1176, ..., -0.0588, -0.1385, -0.1085],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.0690e-02, 4.8389e-02, 1.1560e-02, 5.3816e-02, 8.8579e-02,\n", - " 3.1723e-03, -1.1285e-02, 7.6280e-02, -2.3392e-02, -1.1147e-02,\n", - " -2.5311e-02, 6.6275e-02, -6.3857e-04, 4.7205e-02, -4.8979e-02,\n", - " -1.7934e-02, -8.7976e-03, 1.4623e-03, -1.0148e-02, -3.3018e-02,\n", - " -1.0817e-02, -6.6829e-02, -4.3193e-02, -5.4763e-02, -1.9012e-02,\n", - " 6.5889e-02, -4.0577e-03, 1.8374e-02, -1.2618e-01, 4.4186e-02,\n", - " 7.2261e-02, 5.8884e-02, -2.9019e-02, 2.2886e-02, 1.4124e-02,\n", - " 2.6116e-02, -4.0983e-02, -3.0542e-03, -4.5433e-02, 1.6879e-02,\n", - " 3.9563e-02, 1.8521e-02, 3.4416e-02, -9.3369e-03, -1.7510e-02,\n", - " -3.7951e-02, 3.6767e-02, 1.1211e-01, -5.4903e-03, -8.0094e-02,\n", - " 1.8659e-02, -4.9726e-02, 3.5346e-03, -8.8666e-02, 2.5758e-02,\n", - " 6.0918e-02, 2.6800e-02, -1.0728e-01, 2.0187e-02, 3.5201e-02,\n", - " 4.5532e-02, 1.6931e-01, -5.9672e-02, -3.7285e-03, 1.4964e-02,\n", - " 7.2565e-02, -6.6660e-02, -5.5345e-03, -4.3085e-02, -9.1215e-03,\n", - " -8.9509e-02, 3.8849e-03, -2.6813e-02, 2.2280e-02, -2.7301e-02,\n", - " 3.0489e-02, -2.5930e-02, 8.8305e-03, -3.2973e-02, 1.5483e-03,\n", - " 4.9759e-02, 8.6375e-03, -2.5330e-03, 2.6765e-02, 1.5218e-02,\n", - " -1.2865e-01, -4.0216e-03, -1.6597e-02, -6.1002e-02, 5.9611e-02,\n", - " 2.1324e-02, -4.4071e-02, 7.3881e-02, -7.6641e-02, 8.7474e-02,\n", - " -2.9003e-02, 2.0725e-01, -1.3193e-02, -2.4892e-02, -5.0980e-02,\n", - " 4.6267e-03, -3.8535e-03, -2.9951e-02, 5.6127e-02, 5.2051e-02,\n", - " 4.9522e-02, 2.3432e-02, -4.2352e-02, -4.8868e-02, -6.0166e-02,\n", - " -5.0413e-02, 1.1107e-02, -9.6333e-02, -1.1391e-02, -3.4263e-02,\n", - " 2.9572e-02, -7.2750e-02, -9.4332e-03, -4.8458e-02, 3.1345e-02,\n", - " -4.1016e-02, 4.9528e-02, -2.0376e-02, -3.3098e-02, 1.0193e-01,\n", - " -1.7146e-01, 8.6343e-03, 3.7750e-02, -6.6698e-02, -2.7530e-02,\n", - " 1.8359e-02, 5.2719e-03, -5.4345e-02, -3.4271e-02, 8.2739e-02,\n", - " 2.8273e-02, 2.2989e-02, 6.4030e-02, -1.4827e-02, 1.6531e-02,\n", - " -9.0820e-03, 5.6789e-02, 4.2751e-02, 3.4088e-03, -7.7317e-02,\n", - " -5.2431e-02, 1.2398e-01, 1.9733e-02, -3.3092e-02, 1.9240e-02,\n", - " 1.2534e-02, 9.7965e-02, -1.1194e-01, 1.8739e-02, -7.2599e-02,\n", - " -1.2585e-01, 8.1401e-02, 4.2556e-02, 4.3914e-03, -9.8637e-02,\n", - " -1.8422e-02, -2.5791e-02, 2.0637e-02, -1.9864e-02, 1.2075e-02,\n", - " 1.3012e-01, 2.5410e-02, -4.6194e-02, -2.9018e-02, -4.5119e-02,\n", - " 2.2107e-02, 4.3422e-02, -8.5116e-02, -1.3154e-03, 4.2444e-02,\n", - " -3.0771e-02, -8.4465e-02, -7.7725e-03, 4.6971e-03, -1.1412e-01,\n", - " 4.3273e-02, 8.0047e-03, -4.9647e-03, -3.4398e-02, 3.3676e-02,\n", - " -3.6013e-02, -7.5707e-02, 7.6827e-02, -7.7768e-03, -4.3641e-03,\n", - " 2.2120e-02, 1.7082e-02, -4.9390e-02, 5.1000e-03, 1.0089e-01,\n", - " 9.6092e-02, 1.0206e-02, 9.9130e-02, -3.8231e-02, -4.9073e-02,\n", - " -4.1706e-02, -4.3691e-02, 9.5911e-02, -2.6357e-02, 6.9518e-03,\n", - " -1.1491e-02, 1.8626e-02, -2.0062e-02, 1.1048e-02, 1.1944e-01,\n", - " 4.8131e-02, -1.8914e-02, 2.1785e-02, 5.1264e-02, 4.9035e-02,\n", - " 4.8405e-02, -1.2456e-01, -2.2858e-03, 8.3303e-02, -3.2736e-02,\n", - " 2.5000e-02, 7.3330e-02, -4.2028e-02, -5.9321e-03, 2.9590e-02,\n", - " -5.7482e-02, -3.5795e-02, -2.5190e-03, 1.7223e-02, 1.8777e-02,\n", - " -1.2204e-02, 4.2306e-02, 2.4526e-02, 3.4424e-02, -4.3033e-02,\n", - " 4.4061e-02, -2.5582e-02, -2.1215e-03, -1.8106e-02, 5.9100e-03,\n", - " 5.0350e-02, -3.1931e-02, -3.0447e-02, 4.1630e-02, 8.5522e-03,\n", - " 1.6896e-02, -4.9216e-02, -7.0083e-02, 1.9322e-02, -3.4888e-02,\n", - " -3.4482e-02, 3.6186e-03, 5.1021e-02, 1.9434e-02, 4.7395e-02,\n", - " -1.2464e-02, -7.1943e-02, 4.4631e-02, -1.3320e-02, -4.0144e-02,\n", - " -3.0980e-03, -9.1722e-02, 4.1230e-02, 5.4758e-02, -4.7178e-03,\n", - " 8.6482e-03, -3.5533e-02, 3.0334e-02, 3.8390e-02, 2.1656e-03,\n", - " 3.7494e-03, -2.1177e-02, -9.5499e-02, 7.7559e-02, 2.7950e-02,\n", - " -9.8251e-02, -1.2781e-01, -7.0787e-03, 8.5905e-02, -4.3925e-02,\n", - " 6.2899e-02, -3.7099e-02, -9.0465e-02, -1.0693e-01, -1.0938e-02,\n", - " 2.6209e-02, 4.4480e-02, 6.0964e-02, -1.1891e-02, 9.3942e-03,\n", - " -1.4833e-02, -3.0300e-02, -2.9333e-02, -6.6264e-02, -4.0022e-02,\n", - " -8.8990e-02, 5.0915e-02, 2.2788e-02, 5.4028e-02, 1.0518e-02,\n", - " 2.3333e-02, 2.7496e-02, -2.2074e-02, 6.2951e-02, -2.4111e-02,\n", - " -2.5867e-02, -6.5684e-02, 8.6372e-03, -3.4302e-01, 9.7186e-04,\n", - " -3.7750e-02, -2.7522e-02, 3.1870e-02, 7.0811e-02, -1.9168e-02,\n", - " -3.9998e-02, 2.6999e-02, -9.7987e-02, -6.0743e-02, 2.4088e-02,\n", - " -9.7162e-02, 2.1910e-02, 2.9418e-02, -9.6269e-02, -1.5309e-02,\n", - " -1.2072e-02, 4.3137e-02, -2.1999e-02, 3.0265e-02, 2.7433e-03,\n", - " 2.7197e-02, -1.2343e-01, 2.5233e-02, 3.7933e-02, 5.6233e-02,\n", - " 5.6204e-03, -4.9462e-02, -8.8641e-02, 1.4897e-02, -1.3020e-02,\n", - " 1.3468e-02, -5.8637e-02, -5.5748e-02, 6.5907e-02, 3.3152e-04,\n", - " 8.3592e-03, 3.3429e-02, 2.3241e-02, 1.2578e-03, 5.6779e-02,\n", - " -8.2302e-03, -2.7938e-02, 8.6493e-03, -1.5291e-01, 1.8473e-03,\n", - " 1.7316e-02, 7.2473e-02, 2.6393e-02, 1.0230e-01, -1.2444e-02,\n", - " 3.1671e-02, 2.6905e-03, -6.3321e-03, -1.1388e-02, -7.0757e-03,\n", - " 6.4438e-02, -4.5542e-02, -3.1983e-02, 4.0014e-02, -8.6672e-02,\n", - " -4.7684e-02, 1.0987e-01, -4.9738e-02, 5.4587e-02, 3.1955e-03,\n", - " 8.1284e-03, -4.8701e-03, -1.0335e-01, -6.7817e-02, 4.1881e-02,\n", - " 7.0914e-02, -9.0045e-02, -4.5735e-02, -1.9736e-02, -3.6930e-03,\n", - " 2.2251e-02, -5.4667e-02, 2.8037e-02, -5.8141e-02, -7.5276e-02,\n", - " 4.8585e-02, -2.2758e-02, 3.3365e-02, -1.4225e-01, 1.7097e-02,\n", - " 1.7434e-04, -2.9808e-02, -1.0884e-01, 1.7994e-02, 3.1933e-02,\n", - " -7.1532e-02, -1.9320e-03, 1.7667e-02, -1.2206e-02, 1.0078e-01,\n", - " 9.6573e-03, 1.7847e-02, -5.2441e-02, -3.3544e-02, -7.6136e-03,\n", - " -1.3575e-02, 8.6087e-02, -1.4178e-02, 2.9516e-02, -8.0548e-02,\n", - " 1.5571e-02, -1.1319e-01, 2.2828e-02, 6.2296e-02, 7.4708e-02,\n", - " 4.9192e-03, -2.2372e-03, 4.9727e-02, 4.9913e-02, -3.9826e-02,\n", - " 9.4175e-02, 1.2693e-02, 1.7237e-02, -3.3343e-02, -2.8424e-02,\n", - " 1.9222e-02, -6.2055e-02, 3.7100e-02, 7.2695e-02, -8.6387e-02,\n", - " 1.8557e-02, -6.4485e-02, -5.8554e-02, 1.6496e-03, -4.9759e-02,\n", - " -6.6009e-02, 2.7622e-02, 8.3176e-02, -8.2226e-02, -3.4911e-02,\n", - " -3.3120e-02, 7.2784e-02, 1.2096e-02, -3.7385e-02, -8.6572e-02,\n", - " -1.1975e-03, -2.2290e-02, 4.7350e-02, 1.4965e-02, 1.3747e-02,\n", - " 6.4616e-02, 5.0349e-03, -3.1337e-03, -9.2797e-02, -6.5375e-02,\n", - " 2.8842e-02, -1.0483e-01, -3.9564e-02, -4.0040e-02, 6.9129e-02,\n", - " 4.6828e-02, -4.2774e-02, -1.4932e-01, -7.0686e-02, 9.6475e-02,\n", - " -3.1555e-02, 1.7724e-02, 1.7254e-02, -3.1604e-02, 4.4652e-02,\n", - " -5.1725e-02, -9.2596e-02, 2.2394e-02, -8.7453e-02, -3.3070e-02,\n", - " 9.5540e-02, -4.2045e-02, -6.1960e-02, -8.7147e-02, -3.9232e-02,\n", - " -1.4693e-02, 4.9299e-02, -1.0636e-03, -6.0699e-02, 1.1910e-02,\n", - " -4.2918e-02, 4.0370e-02, -4.8803e-02, 4.6192e-02, 1.4246e-02,\n", - " 1.2937e-02, 7.9457e-02, 7.6143e-02, 8.2247e-02, -2.7444e-03,\n", - " 6.4490e-02, 3.4371e-03, 1.8013e-02, 4.6723e-02, 4.1921e-02,\n", - " 4.3363e-02, -6.4072e-03, 7.1017e-03, -5.8075e-02, 5.4963e-02,\n", - " -4.5947e-02, -3.2062e-02, 6.6528e-02, -9.8242e-03, -6.4092e-02,\n", - " 9.9777e-02, -8.2379e-02, -1.3857e-01, 3.7471e-02, 6.8955e-02,\n", - " 7.6814e-03, 4.5129e-02, 1.8649e-02, 2.2504e-02, -2.7702e-02,\n", - " 2.7849e-02, -4.1860e-02, -1.2827e-02, 7.9813e-02, 2.7077e-02,\n", - " 7.1945e-02, 1.8689e-02, -5.7052e-02, -5.1405e-02, 5.5919e-02,\n", - " -5.2876e-02, -4.7498e-02, 1.8164e-02, -7.1750e-02, -3.2125e-02,\n", - " -3.5942e-02, -2.9905e-03, -1.4411e-02, 3.9362e-02, 1.1839e-03,\n", - " 5.7647e-02, -2.8403e-03, 5.6285e-02, -2.7452e-03, 2.7139e-02,\n", - " 7.0957e-02, -1.5971e-02, -3.6065e-02, -2.7343e-03, 1.2100e-02,\n", - " 6.4186e-03, -1.7672e-02, 6.7367e-03, -1.5892e-02, 3.1816e-02,\n", - " -1.4619e-02, 6.1785e-02, -9.5031e-03, -2.9633e-02, 1.8663e-02,\n", - " 5.9813e-02, -1.1430e-02, -6.9294e-03, 3.5837e-02, 1.0787e-02,\n", - " 3.7810e-02, 4.9340e-03, 2.1910e-02, -4.4427e-02, -2.5866e-02,\n", - " -2.2181e-02, 2.3409e-02, -8.3055e-02, -2.8810e-02, 5.2889e-02,\n", - " -2.2077e-01, 7.4303e-02, 6.8850e-02, -9.9910e-02, -6.6738e-02,\n", - " -1.4784e-02, 2.4396e-02, 2.2683e-02, -6.0063e-02, 2.3861e-03,\n", - " 5.4098e-04, -3.7478e-02, -1.5645e-02, 1.1839e-01, -4.2640e-02,\n", - " -8.1862e-02, 6.6660e-02, 8.8520e-02, -2.6918e-02, 1.9363e-03,\n", - " 5.8242e-02, 5.8457e-02, -1.2839e-02, -1.0051e-02, 9.5921e-03,\n", - " -1.6981e-02, 3.1682e-02, 2.8610e-02, 1.5337e-02, 4.5887e-02,\n", - " -1.3737e-04, 1.2221e-03, -8.3537e-03, -4.8283e-02, -1.9444e-01,\n", - " -2.3850e-02, -6.2178e-02, 9.2102e-03, 6.3367e-03, -6.8293e-02,\n", - " 4.9244e-02, 7.7634e-02, -3.3945e-02, 7.5358e-02, -4.1768e-02,\n", - " 4.5400e-02, 1.1655e-02, -1.6729e-02, -8.2014e-02, 7.5095e-03,\n", - " 4.5737e-02, -3.4631e-02, 3.9533e-03, 1.3851e-01, -2.7495e-02,\n", - " -2.4567e-02, 1.1523e-02, 2.6976e-02, 3.7285e-02, 1.7710e-02,\n", - " 1.6403e-02, 1.8938e-02, -1.3407e-02, -7.0548e-02, -4.4319e-02,\n", - " -4.4040e-04, 4.2967e-02, 4.2046e-02, -1.0558e-02, 9.5267e-03,\n", - " 2.4719e-02, 3.0548e-02, 1.1741e-02, 4.4902e-02, -4.9995e-02,\n", - " 7.4307e-02, -2.3981e-02, -3.2558e-02, 7.5939e-03, -1.3231e-01,\n", - " 5.1756e-02, -2.5645e-02, -8.5549e-03, -9.8649e-03, -9.0161e-03,\n", - " -9.6385e-03, 2.8746e-02, 6.9892e-02, 1.6016e-02, 1.9006e-02,\n", - " -3.0834e-02, 4.5557e-02, -2.1292e-02, -5.4202e-03, 5.2464e-02,\n", - " -1.0332e-01, 4.7315e-03, 3.8879e-02, 3.2759e-02, -3.2313e-02,\n", - " -1.4109e-02, -5.5111e-02, 6.0533e-02, 4.7259e-02, 5.5814e-03,\n", - " 3.9117e-02, 1.3502e-02, 2.3572e-02, 4.5673e-03, -2.6415e-02,\n", - " 4.1291e-02, -3.4911e-02, -1.2235e-02, 2.2705e-02, 3.9668e-03,\n", - " 8.5344e-02, -5.4015e-02, -1.8445e-02, -5.9808e-03, -4.4498e-02,\n", - " 2.8162e-02, -4.6430e-02, 1.2084e-01, 8.2019e-02, -1.0172e-02,\n", - " 5.5912e-02, 5.7861e-02, -3.2891e-02, 1.8465e-02, 7.8741e-02,\n", - " 8.1746e-04, 4.8762e-02, -2.5266e-02, 1.2134e-01, -2.2666e-02,\n", - " 7.8362e-02, -1.7094e-02, 2.1807e-02, 1.9508e-02, 3.1702e-02,\n", - " -1.1286e-02, -5.8046e-02, -9.3744e-03, 3.2774e-03, 2.1753e-02,\n", - " 1.5056e-02, -5.7252e-03, -3.5530e-02, 8.1473e-02, 4.2537e-02,\n", - " 7.5900e-02, -4.5553e-03, 4.9923e-02, 2.7071e-02, 7.1082e-02,\n", - " -1.0349e-01, 1.0553e-02, 6.2829e-02, 6.0634e-02, 2.9276e-02,\n", - " -1.0228e-02, -1.3019e-02, 8.9530e-03, 1.3609e-01, -3.3717e-02,\n", - " -8.4170e-03, -4.2846e-02, -7.5907e-02, 1.1992e-01, -4.2889e-02,\n", - " 4.4026e-02, 4.4603e-03, -3.8288e-02, 4.5941e-02, -9.6356e-02,\n", - " 1.0570e-01, -6.5082e-02, -5.4430e-02, 8.2290e-02, -2.7539e-02,\n", - " -9.3861e-03, 4.8888e-02, -3.4825e-02, -1.6014e-02, -7.3061e-02,\n", - " -5.8041e-02, -4.7359e-02, 1.1347e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8734, 0.8576, 0.8339, 0.8450, 0.8105, 0.8531, 0.8360, 0.8804, 0.8781,\n", - " 0.8673, 0.8318, 0.7791, 0.8116, 0.8119, 0.8718, 0.8530, 0.8336, 0.8574,\n", - " 0.8762, 0.8111, 0.8415, 0.8138, 0.8687, 0.8536, 0.8245, 0.8162, 0.7909,\n", - " 0.8425, 0.7614, 0.8732, 0.8788, 0.8081, 0.8205, 0.8595, 0.8838, 0.8598,\n", - " 0.8536, 0.8254, 0.8366, 0.7514, 0.8698, 0.8548, 0.8820, 0.8344, 0.8857,\n", - " 0.8228, 0.8396, 0.8914, 0.8827, 0.8648, 0.8348, 0.8616, 0.8348, 0.7262,\n", - " 0.8281, 0.8028, 0.8596, 0.7528, 0.8832, 0.8079, 0.8668, 0.8262, 0.7047,\n", - " 0.8039, 0.8808, 0.8488, 0.8683, 0.8556, 0.8226, 0.8580, 0.8355, 0.8741,\n", - " 0.8634, 0.8239, 0.8757, 0.7671, 0.8430, 0.7414, 0.8246, 0.8100, 0.8634,\n", - " 0.8830, 0.8643, 0.8378, 0.7934, 0.8102, 0.8064, 0.8569, 0.8642, 0.8432,\n", - " 0.8245, 0.8596, 0.5801, 0.8289, 0.8234, 0.8442, 0.7495, 0.8138, 0.8548,\n", - " 0.8866, 0.8886, 0.8831, 0.8839, 0.8179, 0.8242, 0.7138, 0.8668, 0.8738,\n", - " 0.8561, 0.8178, 0.8534, 0.8477, 0.8163, 0.8500, 0.8668, 0.8569, 0.8224,\n", - " 0.8968, 0.8754, 0.8216, 0.8436, 0.7173, 0.8325, 0.8482, 0.7743, 0.7979,\n", - " 0.8257, 0.8312, 0.8542, 0.8068, 0.8829, 0.8425, 0.7501, 0.8222, 0.8634,\n", - " 0.8784, 0.8347, 0.8316, 0.8500, 0.7241, 0.8704, 0.8608, 0.8828, 0.8800,\n", - " 0.8475, 0.6035, 0.8818, 0.8486, 0.8478, 0.7611, 0.8568, 0.8320, 0.7629,\n", - " 0.8641, 0.8726, 0.8247, 0.8605, 0.7897, 0.8553, 0.7671, 0.8595, 0.8828,\n", - " 0.8387, 0.8700, 0.8407, 0.8633, 0.8552, 0.7928, 0.5874, 0.8791, 0.8836,\n", - " 0.8492, 0.8013, 0.7951, 0.8762, 0.7216, 0.8453, 0.8369, 0.8337, 0.8327,\n", - " 0.8471, 0.8942, 0.8613, 0.8602, 0.8738, 0.8452, 0.8606, 0.8428, 0.8678,\n", - " 0.8481, 0.8737, 0.8287, 0.8319, 0.8523, 0.8374, 0.8448, 0.8765, 0.8055,\n", - " 0.8235, 0.8195, 0.8551, 0.8409, 0.7130, 0.8173, 0.8576, 0.8078, 0.8684,\n", - " 0.8268, 0.8603, 0.8287, 0.8431, 0.8518, 0.8490, 0.8255, 0.8466, 0.7696,\n", - " 0.7390, 0.8802, 0.7581, 0.8102, 0.8550, 0.8585, 0.8543, 0.8149, 0.8533,\n", - " 0.6694, 0.8316, 0.8116, 0.8549, 0.8527, 0.8419, 0.8721, 0.8282, 0.8831,\n", - " 0.8744, 0.8505, 0.8214, 0.8086, 0.8781, 0.7916, 0.8524, 0.8861, 0.8635,\n", - " 0.8352, 0.8579, 0.7715, 0.7911, 0.8321, 0.8171, 0.6700, 0.8198, 0.8431,\n", - " 0.8488, 0.8749, 0.8793, 0.8365, 0.8098, 0.8422, 0.8285, 0.8624, 0.8755,\n", - " 0.8568, 0.8661, 0.8732, 0.7917, 0.8107, 0.8812, 0.8408, 0.8571, 0.8828,\n", - " 0.8685, 0.8684, 0.8504, 0.8722, 0.9007, 0.8701, 0.8054, 0.8669, 0.8274,\n", - " 0.8545, 0.8034, 0.8607, 0.8824, 0.7499, 0.8631, 0.8657, 0.8434, 0.8618,\n", - " 0.8228, 0.8947, 0.8136, 0.7380, 0.8395, 0.8458, 0.8269, 0.8054, 0.7550,\n", - " 0.7901, 0.8525, 0.8773, 0.8834, 0.8585, 0.8617, 0.8814, 0.8076, 0.8558,\n", - " 0.7850, 0.8781, 0.6148, 0.8722, 0.8591, 0.7351, 0.8280, 0.8473, 0.8819,\n", - " 0.8672, 0.8742, 0.8716, 0.8414, 0.7193, 0.8518, 0.8273, 0.8096, 0.8381,\n", - " 0.8805, 0.8827, 0.8333, 0.8622, 0.8737, 0.8362, 0.8164, 0.7726, 0.8727,\n", - " 0.8462, 0.8663, 0.8435, 0.8238, 0.8678, 0.8656, 0.8517, 0.8099, 0.9165,\n", - " 0.8440, 0.8802, 0.8240, 0.7383, 0.8719, 0.8327, 0.8388, 0.8236, 0.8566,\n", - " 0.8728, 0.8722, 0.7585, 0.8690, 0.8710, 0.8547, 0.8298, 0.8225, 0.8295,\n", - " 0.8641, 0.8390, 0.8330, 0.8174, 0.8615, 0.8602, 0.8062, 0.8712, 0.8588,\n", - " 0.8208, 0.8536, 0.8642, 0.8728, 0.8518, 0.8608, 0.8787, 0.8816, 0.8606,\n", - " 0.8347, 0.8750, 0.8450, 0.3605, 0.8673, 0.8308, 0.8426, 0.8719, 0.8369,\n", - " 0.8728, 0.8719, 0.8468, 0.8075, 0.8471, 0.8247, 0.8317, 0.8740, 0.8947,\n", - " 0.8489, 0.7952, 0.8490, 0.8733, 0.8535, 0.7988, 0.8392, 0.8731, 0.8046,\n", - " 0.8275, 0.8720, 0.8360, 0.8292, 0.8803, 0.8350, 0.8392, 0.8758, 0.8782,\n", - " 0.8547, 0.8273, 0.8488, 0.8589, 0.8805, 0.7365, 0.8435, 0.7380, 0.8851,\n", - " 0.8228, 0.8123, 0.8357, 0.8537, 0.8055, 0.8680, 0.7888, 0.8794, 0.7968,\n", - " 0.8567, 0.8146, 0.8700, 0.8776, 0.8188, 0.8404, 0.8671, 0.8441, 0.8313,\n", - " 0.8753, 0.8180, 0.7558, 0.8630, 0.8298, 0.8576, 0.8165, 0.8508, 0.7944,\n", - " 0.8691, 0.8801, 0.8437, 0.8294, 0.8895, 0.8942, 0.8803, 0.8706, 0.8312,\n", - " 0.8419, 0.8357, 0.7475, 0.8898, 0.8482, 0.8487, 0.8293, 0.8089, 0.8071,\n", - " 0.8483, 0.8517, 0.8547, 0.8130, 0.8505, 0.8551, 0.8415, 0.8540, 0.8348,\n", - " 0.8571, 0.8214, 0.8359, 0.8765, 0.8534, 0.7263, 0.8557, 0.8272, 0.8522,\n", - " 0.8439, 0.8572, 0.8106, 0.8487, 0.8577, 0.8643, 0.8201, 0.8711, 0.8847,\n", - " 0.8578, 0.7513, 0.8307, 0.8592, 0.8167, 0.8239, 0.8572, 0.8526, 0.8087,\n", - " 0.8349, 0.8988, 0.8229, 0.8677, 0.8598, 0.8774, 0.8197, 0.8224, 0.8468,\n", - " 0.8826, 0.8484, 0.7918, 0.8607, 0.7570, 0.8154, 0.8399, 0.8737, 0.7687,\n", - " 0.8784, 0.8292, 0.8466, 0.8754, 0.8617, 0.8816, 0.8652, 0.7685, 0.8105,\n", - " 0.8219, 0.8993, 0.8539, 0.8825, 0.8512, 0.8600, 0.8564, 0.8301, 0.9394,\n", - " 0.8273, 0.7551, 0.8684, 0.8312, 0.8594, 0.7474, 0.8507, 0.8460, 0.8039,\n", - " 0.8309, 0.8790, 0.8030, 0.8403, 0.8621, 0.8767, 0.8593, 0.8550, 0.8069,\n", - " 0.8467, 0.8672, 0.8607, 0.8382, 0.8582, 0.8738, 0.8056, 0.8437, 0.8181,\n", - " 0.8746, 0.8595, 0.8754, 0.8415, 0.8970, 0.8579, 0.7842, 0.8468, 0.8540,\n", - " 0.8901, 0.7507, 0.8716, 0.8732, 0.8113, 0.8806, 0.8623, 0.8554, 0.8578,\n", - " 0.8705, 0.7605, 0.8879, 0.8346, 0.8858, 0.8802, 0.8706, 0.8765, 0.8564,\n", - " 0.7904, 0.8331, 0.8464, 0.8705, 0.8748, 0.8686, 0.8722, 0.9041, 0.8782,\n", - " 0.8458, 0.8678, 0.8056, 0.8723, 0.7992, 0.8448, 0.8561, 0.8935, 0.7870,\n", - " 0.8690, 0.8135, 0.7899, 0.8627, 0.8264, 0.8856, 0.8647, 0.8282, 0.7822,\n", - " 0.8601, 0.8762, 0.8675, 0.8515, 0.8428, 0.8436, 0.8447, 0.8702, 0.8807,\n", - " 0.8391, 0.7647, 0.8323, 0.8204, 0.8700, 0.8275, 0.8655, 0.8883, 0.8170,\n", - " 0.8487, 0.8374, 0.8063, 0.8738, 0.8181, 0.8799, 0.8419, 0.8423, 0.8822,\n", - " 0.8550, 0.8064, 0.8906, 0.8450, 0.8298, 0.8212, 0.7523, 0.8028, 0.7714,\n", - " 0.8672, 0.8640, 0.8485, 0.8725, 0.9034, 0.8567, 0.8755, 0.8681, 0.8208,\n", - " 0.8643, 0.8425, 0.8491, 0.8429, 0.7304, 0.8777, 0.8486, 0.8192, 0.8737,\n", - " 0.8651, 0.8164, 0.8204, 0.8622, 0.8492, 0.8875, 0.8778, 0.8220, 0.8664,\n", - " 0.8709, 0.8530, 0.7975, 0.8956, 0.8540, 0.8792, 0.8446, 0.8926, 0.8378,\n", - " 0.8757, 0.8462, 0.8488, 0.8330, 0.7999, 0.8486, 0.7237, 0.8816, 0.8567,\n", - " 0.8454, 0.8732, 0.8711, 0.8406, 0.7889, 0.8177, 0.8738, 0.8788, 0.7708,\n", - " 0.8543, 0.7746, 0.8650, 0.8549, 0.8636, 0.8492, 0.8459, 0.8870, 0.8353,\n", - " 0.8070, 0.8648, 0.8867, 0.8493, 0.8528, 0.8633, 0.8440, 0.8369, 0.8392,\n", - " 0.8508, 0.8595, 0.8613, 0.8635, 0.9353, 0.7436, 0.8409, 0.8635, 0.8224,\n", - " 0.9011, 0.7929, 0.8672, 0.8570, 0.8690, 0.8446, 0.8287, 0.8440, 0.8363,\n", - " 0.8587, 0.8551, 0.8699, 0.8736, 0.8678, 0.8276, 0.8389, 0.8419, 0.8168,\n", - " 0.7627, 0.8627, 0.8457, 0.7721, 0.8526, 0.8262, 0.8438, 0.8070, 0.8577,\n", - " 0.8145, 0.8585, 0.8922], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.3389e-02, -7.8146e-02, -1.5187e-02, 4.9364e-02, -1.2378e-01,\n", - " 6.0740e-03, -1.2157e-01, -7.4334e-02, -3.0699e-02, 1.6624e-02,\n", - " -5.8367e-03, -1.1752e-01, -1.5165e-02, -7.0424e-02, -3.3998e-02,\n", - " -5.6228e-02, -1.6126e-02, -2.0358e-02, -7.2704e-03, -1.6620e-01,\n", - " -1.3491e-01, 6.6764e-02, -1.0481e-01, -1.1139e-01, -2.6124e-02,\n", - " -1.3638e-01, -7.3595e-02, 5.6893e-02, 6.0646e-02, -4.0648e-02,\n", - " -3.5358e-02, -4.8420e-02, -1.3162e-01, 7.3317e-02, -8.2899e-02,\n", - " -2.3175e-02, -7.4828e-03, -1.0762e-01, -1.0366e-01, 1.3693e-01,\n", - " -1.7036e-02, 6.8883e-02, -3.5772e-02, -7.7894e-02, -4.1511e-02,\n", - " 1.8290e-02, -2.2340e-02, -2.9749e-03, -6.3658e-02, 3.0437e-02,\n", - " 6.8869e-02, -1.0680e-02, -1.5772e-01, 8.8168e-02, -5.6098e-02,\n", - " -1.4416e-02, -6.4163e-02, 7.7662e-02, -5.5220e-02, 1.2235e-02,\n", - " -2.6175e-03, -3.4382e-02, 3.1276e-02, 2.1240e-02, -5.9531e-02,\n", - " -7.4883e-02, -4.5573e-02, -1.6078e-02, -5.0804e-02, 2.9503e-02,\n", - " 9.7377e-02, -7.9298e-02, -6.5855e-03, -9.1787e-03, -9.8382e-02,\n", - " 2.7689e-03, -3.0664e-02, -6.9915e-02, -4.7407e-02, -5.4694e-02,\n", - " -1.8888e-02, -5.6422e-02, -4.2600e-02, -1.0609e-01, -3.8892e-02,\n", - " -8.8358e-03, 1.8340e-02, -8.6309e-02, -4.1792e-02, -6.5735e-02,\n", - " -2.5563e-02, 3.6305e-02, -2.4891e-01, -5.9377e-03, -6.6000e-02,\n", - " -1.0371e-02, -6.7276e-02, 2.4307e-02, -6.6734e-04, -1.9480e-02,\n", - " -7.0743e-02, -6.1685e-02, -5.5626e-02, 2.7738e-02, -3.3221e-02,\n", - " 5.6605e-02, 1.3881e-02, -1.7326e-02, -1.4431e-02, -6.0722e-02,\n", - " -1.1407e-02, -4.4173e-02, 6.1159e-02, 4.5665e-02, 1.2866e-02,\n", - " -4.4355e-02, -5.2593e-02, -3.4782e-02, 2.0621e-02, -1.0367e-01,\n", - " 7.0776e-03, 9.5551e-02, -9.4746e-03, -5.6597e-02, -6.0970e-02,\n", - " 1.4990e-02, 2.9833e-03, -6.8834e-02, -4.8858e-02, -1.7527e-03,\n", - " -5.9037e-02, -5.8561e-02, 2.0240e-02, 2.2794e-02, -4.0826e-02,\n", - " 3.4098e-02, -1.3788e-02, -5.6783e-02, 6.1967e-02, 3.4751e-02,\n", - " 2.8043e-03, -5.2202e-02, -4.0935e-02, 1.5505e-02, -7.9349e-02,\n", - " 1.4866e-01, -2.6388e-02, -2.7213e-02, -1.9504e-03, -1.5980e-01,\n", - " -2.3273e-02, -9.7225e-02, 7.0782e-02, -3.6405e-02, -6.3262e-02,\n", - " -4.0503e-02, -8.6672e-02, -1.3646e-01, -6.8186e-02, 1.1799e-03,\n", - " -4.1899e-02, -5.9378e-03, 2.0544e-03, -7.4270e-02, -2.6864e-03,\n", - " -1.0329e-01, -7.2054e-02, 2.0726e-02, 2.1014e-01, 3.9982e-03,\n", - " -1.4780e-02, -5.3805e-02, -2.4979e-02, -1.8158e-01, -5.8935e-02,\n", - " -1.1693e-01, -5.4971e-02, -7.1667e-02, -4.4731e-02, -7.2157e-02,\n", - " -6.6749e-03, -6.8350e-02, -4.3546e-03, -1.1431e-01, -6.9510e-02,\n", - " 3.9778e-04, -1.2192e-01, -8.2835e-02, -1.1100e-01, -1.6360e-02,\n", - " -9.4720e-04, 3.8822e-02, -1.2937e-01, -6.6568e-03, -6.6026e-02,\n", - " -7.0611e-02, -6.8347e-03, -1.0215e-01, -1.9692e-02, -2.5393e-03,\n", - " 6.0752e-02, -5.2329e-02, -3.9446e-02, -7.2990e-02, 2.7267e-02,\n", - " -8.5641e-02, -6.6854e-02, -2.9856e-02, -6.5221e-02, -9.1596e-03,\n", - " -1.3267e-02, 1.5497e-02, -6.9401e-02, -6.9913e-02, -7.4434e-02,\n", - " 1.7725e-03, -1.7745e-03, -6.9813e-03, -5.9603e-02, 2.1686e-02,\n", - " -1.9219e-02, -7.9854e-02, -2.6831e-02, -4.5006e-02, -1.3388e-02,\n", - " -1.3883e-01, -8.1510e-02, -1.5737e-02, -9.3582e-02, -3.8798e-02,\n", - " -6.8676e-02, 4.2852e-03, -4.9037e-02, -1.9421e-02, -3.7804e-02,\n", - " -5.6773e-02, -1.3499e-03, -4.2134e-02, -3.6636e-02, 6.0326e-02,\n", - " -1.5341e-02, -4.4215e-02, -1.5338e-02, -3.7700e-02, -5.2998e-02,\n", - " -3.6929e-02, 5.8952e-02, -6.1345e-02, 6.3217e-02, 1.2824e-01,\n", - " -5.7496e-02, -1.0341e-01, 1.3045e-02, 1.6130e-03, -1.8820e-02,\n", - " 1.5957e-02, 2.8315e-02, -1.8158e-02, -4.7931e-02, -1.9802e-02,\n", - " -5.7894e-02, -8.0922e-05, -7.7679e-02, -3.5235e-02, -4.0412e-02,\n", - " -1.9361e-02, -4.6835e-02, -4.6512e-02, -6.8251e-02, -4.6205e-02,\n", - " -5.5512e-02, -2.5611e-02, -1.8497e-02, -8.9520e-03, -1.0955e-02,\n", - " -8.6391e-02, 1.4369e-02, 3.5184e-02, 2.3531e-02, 3.9976e-02,\n", - " -8.6150e-02, -4.7442e-02, -6.5717e-02, -4.5177e-03, 3.2740e-02,\n", - " -3.4984e-02, -1.0084e-01, -1.2032e-01, -1.1682e-01, -2.1366e-02,\n", - " -7.6990e-02, 4.7236e-03, 4.8647e-02, -1.4448e-02, -1.0190e-01,\n", - " -2.9733e-03, -5.3484e-03, -1.5534e-01, -3.5705e-02, -1.6074e-02,\n", - " -6.0217e-02, -6.2829e-02, 2.0860e-02, -7.0266e-02, -1.8365e-01,\n", - " -3.2847e-02, 4.1919e-02, 3.6536e-03, 1.9984e-01, -2.4901e-02,\n", - " -2.6132e-02, -1.3084e-02, -2.7110e-02, -1.2457e-02, -3.4530e-02,\n", - " -5.1074e-02, -4.1576e-02, -8.0736e-02, 1.5545e-03, -8.4422e-02,\n", - " 1.0751e-02, -4.9245e-02, -1.0267e-01, 5.0836e-02, -3.8489e-02,\n", - " -8.1442e-02, 9.1681e-03, -1.2690e-02, -3.3956e-02, -4.6015e-02,\n", - " -3.7160e-04, -3.5768e-02, -3.3626e-02, -1.4296e-01, -3.5499e-02,\n", - " -4.6868e-02, 1.5818e-02, 1.6118e-02, -1.9163e-02, -6.2607e-02,\n", - " -3.4633e-02, -9.3520e-02, -5.8366e-02, -9.5625e-03, -1.4373e-02,\n", - " -1.0020e-01, -2.6668e-02, 3.8042e-02, 1.1182e-02, 6.6775e-02,\n", - " 1.5655e-02, -8.3421e-02, -3.3893e-02, -8.7381e-02, -5.5014e-02,\n", - " 2.1675e-02, -5.6819e-02, -2.1904e-02, 2.8515e-03, -4.0254e-02,\n", - " -5.5728e-02, -1.0380e-02, -2.1046e-02, -6.8186e-02, -2.7555e-02,\n", - " 1.3325e-02, -7.1420e-03, -6.7668e-02, 1.4636e-02, -2.7310e-02,\n", - " 3.2478e-03, -2.5547e-02, -5.9412e-02, -5.6467e-03, -2.8307e-03,\n", - " -4.8422e-02, -5.3293e-02, -3.8171e-02, -5.0816e-03, -5.9606e-02,\n", - " -6.0855e-03, -8.2992e-02, -6.6941e-02, 7.3319e-02, -2.8197e-02,\n", - " -1.9646e-02, 5.9431e-02, -8.1417e-02, -1.6284e-02, 4.2489e-02,\n", - " -3.6173e-02, -2.4816e-02, -9.6639e-02, -4.8997e-02, -1.0687e-01,\n", - " -2.9436e-02, 3.6763e-02, 2.0614e-02, -3.9979e-02, -1.5004e-02,\n", - " -2.0843e-02, 9.1558e-03, -2.8928e-02, 1.5468e-03, 2.4292e-02,\n", - " 6.7384e-02, -6.4620e-02, -3.1724e-02, -1.0226e-01, -1.8684e-02,\n", - " 7.1946e-03, -1.5016e-03, -6.9163e-02, -7.4972e-02, 7.4641e-03,\n", - " -4.3573e-02, -2.0955e-02, -3.7240e-02, -2.1079e-02, -1.0696e-02,\n", - " -2.1610e-02, 9.7171e-02, -3.5860e-02, 1.3765e-02, 3.6449e-02,\n", - " -7.2422e-02, -6.9233e-02, 1.6382e-02, 3.3740e-02, -9.6832e-02,\n", - " -3.5169e-02, 3.3455e-02, 4.9352e-02, -7.8822e-02, -1.8390e-02,\n", - " -9.9369e-02, 4.6666e-02, -2.9288e-02, 2.9514e-02, 6.7404e-02,\n", - " -5.3127e-02, -2.0199e-02, -4.8822e-02, -1.1905e-02, -2.0793e-02,\n", - " -4.4032e-02, 3.7631e-02, -7.1869e-02, 1.6356e-02, 7.5818e-02,\n", - " -3.8039e-02, -4.6504e-02, -1.1369e-01, 4.5828e-02, -7.7209e-02,\n", - " -2.1428e-02, -4.6945e-02, -4.7267e-02, -1.1646e-02, 3.1022e-03,\n", - " -4.1817e-02, 4.6169e-02, -7.5780e-03, -1.0546e-01, -1.0937e-01,\n", - " 1.2313e-02, 6.8734e-03, -6.5777e-02, -5.2056e-02, -3.2560e-02,\n", - " -6.7540e-02, 5.0446e-02, -2.2973e-02, 8.6055e-03, 1.2027e-02,\n", - " -1.0720e-02, 1.0086e-02, -4.7658e-02, 2.8386e-02, 2.6805e-03,\n", - " -4.0492e-02, -9.3397e-02, 5.5646e-03, -2.8198e-02, -4.3778e-02,\n", - " -3.8326e-02, -8.2925e-02, -1.0266e-01, 6.5590e-02, -1.1023e-02,\n", - " -3.3891e-02, -2.9244e-02, -8.5633e-02, -2.1987e-02, 1.3638e-02,\n", - " -2.1108e-03, 2.5683e-02, -2.3884e-02, -2.4206e-02, -9.3167e-02,\n", - " -3.9056e-02, -3.0997e-02, -2.7000e-02, -4.1342e-02, -2.4418e-03,\n", - " -1.9869e-02, 2.4832e-02, -3.3164e-02, -5.3940e-03, -4.2046e-02,\n", - " 1.1206e-03, 3.6158e-03, -5.1351e-02, -3.2362e-02, 1.4758e-02,\n", - " -1.4113e-01, 6.5002e-03, -3.6541e-04, 9.6244e-02, -2.8551e-02,\n", - " 3.2290e-02, -1.0132e-01, -6.0553e-02, 4.0784e-02, 3.9915e-02,\n", - " -2.0422e-02, -5.2777e-02, -2.5171e-02, -5.0408e-02, -5.2359e-02,\n", - " 2.1583e-03, -2.5917e-02, -4.1552e-02, -1.9812e-02, -4.3275e-02,\n", - " -7.5803e-03, -1.5576e-02, -3.6924e-02, -4.9288e-02, 3.7408e-02,\n", - " -4.2564e-02, 2.0741e-02, 3.2045e-02, -6.0468e-02, 1.8512e-02,\n", - " 1.1670e-01, 4.0734e-02, -6.1621e-03, -1.1069e-01, -6.1495e-02,\n", - " 3.6341e-03, 1.8534e-03, -1.1933e-01, -6.4872e-02, -8.3034e-02,\n", - " 8.2541e-03, -5.3457e-02, -4.1378e-02, -9.4842e-02, -1.0008e-02,\n", - " 1.9293e-02, 3.8264e-02, 2.3504e-02, -4.0267e-02, 1.3512e-02,\n", - " -3.9800e-02, -6.9009e-02, 9.3100e-04, -3.2082e-02, -2.5436e-02,\n", - " -2.8157e-02, -4.9130e-02, -4.4959e-02, -6.3754e-02, 1.4592e-02,\n", - " -3.0599e-02, 7.5835e-03, 2.3284e-02, -8.3963e-02, -4.6972e-02,\n", - " 3.2426e-02, -1.7388e-02, -1.1735e-01, -2.2062e-02, -3.4144e-02,\n", - " -3.9244e-02, -2.1533e-01, -5.0096e-02, -3.2821e-02, -2.8900e-02,\n", - " -3.6343e-02, -2.5096e-02, -6.6319e-02, -2.6967e-02, -1.1719e-01,\n", - " -5.2741e-02, -1.7221e-02, -2.7350e-02, -7.3665e-02, -4.0295e-02,\n", - " -3.6311e-02, -5.9804e-02, 3.4381e-02, -7.2795e-02, -5.0776e-02,\n", - " -8.6686e-02, -6.0666e-02, -1.0334e-01, -5.7042e-02, -6.3789e-03,\n", - " -2.8310e-02, 2.2057e-02, -1.6535e-02, -3.3240e-02, 1.3140e-03,\n", - " -3.9462e-02, -7.9280e-03, -4.1924e-02, -5.5034e-02, -4.0113e-02,\n", - " -6.3852e-02, 9.2630e-03, -7.1945e-02, -3.8760e-02, 1.5426e-03,\n", - " -1.0209e-01, -1.3323e-01, -2.8256e-04, -7.4132e-02, -6.3771e-02,\n", - " -1.1038e-01, -1.2273e-01, -5.4604e-02, -1.1331e-01, -5.5965e-02,\n", - " -6.4289e-02, -3.5484e-02, -5.9163e-02, -6.3143e-02, -1.2768e-01,\n", - " 3.7007e-02, -7.2868e-02, -8.5610e-02, -5.1656e-02, -2.5092e-02,\n", - " 4.3444e-03, -1.0650e-01, -1.7487e-05, 2.3188e-03, -5.3462e-02,\n", - " -4.3180e-02, -1.0908e-01, -6.1682e-02, -8.3333e-02, 3.0812e-02,\n", - " 1.4865e-02, -6.5305e-02, -4.4262e-02, -9.1709e-03, -4.7452e-02,\n", - " -5.1129e-02, -1.8441e-02, -9.9431e-02, 2.1768e-02, -5.7378e-02,\n", - " -3.6988e-03, -8.1026e-02, -4.6133e-02, -4.3225e-02, -6.6684e-02,\n", - " -4.4929e-02, -3.5117e-02, -1.7134e-02, 5.4438e-03, -7.2704e-02,\n", - " 2.3910e-03, -1.3980e-01, -9.5047e-02, -1.4298e-01, 8.5582e-03,\n", - " -5.0644e-02, -5.3642e-03, -1.4267e-01, 2.0882e-02, 3.3397e-03,\n", - " 1.0026e-02, -8.9137e-02, -3.8250e-03, 2.3568e-03, -3.2304e-02,\n", - " -1.1396e-02, -6.4761e-02, -6.9213e-02, -5.1959e-02, 5.0066e-03,\n", - " -8.3821e-02, 3.9198e-02, 2.6591e-03, -4.3446e-02, 5.2734e-03,\n", - " -9.7001e-02, -1.5794e-02, 2.4573e-02, -3.7396e-02, -6.0982e-02,\n", - " -3.9690e-02, -6.3329e-02, -7.2375e-02, -7.3357e-02, -8.3798e-02,\n", - " 4.2441e-02, -9.7175e-02, -7.7547e-02, -7.5867e-02, -1.8860e-02,\n", - " -6.8656e-02, -4.1121e-02, -9.1098e-02, -6.1413e-02, -1.5547e-02,\n", - " 9.2422e-03, 3.2711e-02, -4.3279e-02, -6.8365e-03, -8.3996e-02,\n", - " -3.7471e-02, -2.2081e-02, -2.4063e-02, 2.4204e-02, -6.5547e-02,\n", - " 1.1489e-02, -8.7257e-02, -9.9992e-02, -8.0922e-02, -1.5973e-01,\n", - " -3.0028e-02, -7.3147e-02, -3.5221e-02, -2.1385e-02, -2.1494e-02,\n", - " -6.6256e-02, -3.1535e-02, -8.3642e-02, -3.9154e-04, -3.1387e-02,\n", - " -1.2461e-01, 5.4499e-03, -1.7747e-02, -5.6391e-02, -5.1230e-02,\n", - " -3.1023e-02, 3.8210e-02, 1.3864e-02, -8.0407e-02, 1.9638e-02,\n", - " -5.8945e-03, 9.6688e-02, -1.0094e-01, 6.3423e-03, -5.5802e-02,\n", - " -4.6828e-02, -9.2735e-02, -6.5636e-02, 7.1172e-02, -2.6342e-02,\n", - " -3.1114e-02, -4.2639e-02, -5.2348e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.5912e-03, -1.6424e-02, -4.3911e-02, 1.0857e-02, 2.9259e-02,\n", - " 3.8224e-02, 3.7853e-02, 1.2556e-01, -4.2730e-03, 4.3932e-02,\n", - " 1.0714e-01, -4.1194e-03, -2.5250e-02, -2.7103e-02, 1.0655e-01,\n", - " -3.3573e-01, 2.1987e-02, 2.9880e-01, 3.6259e-02, 1.1891e-01,\n", - " -7.3538e-03, -6.6152e-02, -6.1535e-02, 2.1165e-02, 6.9675e-02,\n", - " 2.2989e-02, -4.1221e-02, -3.9515e-02, 1.8843e-02, -5.0870e-03,\n", - " -3.7897e-02, 3.7795e-02, -5.5170e-04, -1.1252e-01, -3.8633e-02,\n", - " 3.0811e-02, 2.6094e-02, 7.7577e-03, -6.9640e-03, 6.2661e-02,\n", - " 3.7838e-02, 2.8637e-03, 3.9635e-03, 4.4207e-02, 2.0721e-01,\n", - " 1.7665e-02, 4.7966e-02, 2.8487e-02, -4.4289e-02, 5.4586e-02,\n", - " 2.2122e-02, -3.4621e-02, -8.0288e-03, 5.7201e-02, -3.7114e-02,\n", - " -4.8322e-02, 8.9633e-02, -4.8085e-02, -3.8415e-01, 1.0417e-01,\n", - " -3.8908e-02, 6.0704e-03, 3.0815e-03, -3.9554e-01, 5.2970e-02,\n", - " -3.6529e-02, 2.0717e-01, 4.6412e-01, 2.9401e-02, -1.9354e-02,\n", - " 1.2639e-01, 1.9137e-01, 1.7624e-01, 5.5404e-02, -1.0558e-01,\n", - " -1.3806e-01, -6.7642e-02, 4.4110e-01, -2.6764e-02, -7.8571e-02,\n", - " 2.5340e-02, -4.5858e-01, 2.4244e-01, -4.4159e-01, 2.4201e-02,\n", - " 1.4278e-01, -9.1706e-02, 4.7947e-03, 3.2997e-01, 1.5395e-01,\n", - " 1.0240e-01, -5.3729e-01, 5.5615e-02, -1.0642e-01, -1.5436e-01,\n", - " 2.2473e-01, 8.9007e-02, -6.4563e-02, -3.1301e-02, 2.2661e-01,\n", - " -8.2042e-02, -2.8620e-02, 2.2845e-01, 2.6992e-01, -1.7095e-01,\n", - " 2.5565e-01, 1.0316e-01, -3.7198e-01, 9.4925e-02, 1.9886e-01,\n", - " 6.9268e-01, 1.6971e-01, 5.2384e-02, 6.4958e-02, 1.9701e-01,\n", - " -1.0830e-01, 4.3476e-02, -3.2698e-03, 1.4501e-01, 1.9784e-01,\n", - " -7.6028e-02, 1.0071e-01, -2.1429e-02, 2.1830e-01, 2.1558e-01,\n", - " 1.6437e-01, 1.5758e-01, -1.0904e-01, -1.0095e-01, 2.7656e-02,\n", - " 9.1177e-02, -1.4425e-01, -1.8117e-01, -5.8829e-02, 7.6222e-02,\n", - " -6.3339e-03, -1.9012e-01, 4.8123e-02, -5.9014e-02, 5.3354e-02,\n", - " -6.5942e-02, 2.1280e-01, 1.1882e-01, -1.5492e-01, 1.3237e-01,\n", - " -2.7951e-02, 5.1356e-02, -7.1558e-02, -1.7209e-02, 8.2524e-03,\n", - " 2.0905e-01, 1.5437e-01, 1.3035e-01, -4.2647e-02, -3.4494e-02,\n", - " 4.1742e-02, -1.3027e-01, 1.2299e-01, 1.8786e-02, 1.0155e-01,\n", - " 1.3283e-01, 1.0329e-01, 4.6564e-03, 8.3927e-02, -1.3115e-01,\n", - " 5.5158e-02, 9.9577e-02, -3.2615e-02, -1.2484e-01, 6.3874e-02,\n", - " -7.8139e-02, 1.0337e-01, -2.9284e-02, -5.6458e-02, -4.6135e-03,\n", - " 8.9974e-02, -3.5451e-02, 3.7848e-02, 9.0604e-02, 2.1019e-03,\n", - " -5.3705e-02, -1.3505e-02, -4.5258e-02, -3.7951e-02, -1.5813e-02,\n", - " 8.9630e-02, 1.2442e-01, 3.1157e-02, 1.0692e-01, 8.2162e-04,\n", - " 3.6511e-02, -2.4814e-03, 7.5802e-03, 4.3852e-02, 5.6886e-02,\n", - " 2.1101e-02, -2.7057e-01, -2.1921e-01, -3.0648e-02, -1.3477e-01,\n", - " 2.0448e-02, 2.2399e-03, 3.9702e-02, 2.7033e-02, -4.7382e-02,\n", - " 9.8127e-02, -1.1716e-01, 1.3557e-01, 3.6525e-01, -6.9731e-02,\n", - " -3.3294e-02, -3.8188e-01, -3.3526e-02, -7.1491e-02, -2.2764e-02,\n", - " 3.2905e-02, -1.8647e-01, -8.5401e-03, -2.5709e-01, -7.4387e-02,\n", - " 4.5647e-02, -4.9040e-02, 4.0683e-03, 4.1907e-02, 3.2759e-02,\n", - " -2.9398e-02, 8.3812e-03, -2.1961e-02, 4.1746e-01, -8.3542e-03,\n", - " -1.1418e-02, -1.3068e-01, 5.8291e-02, -1.1170e-01, -9.1822e-02,\n", - " -6.7537e-02, -1.2815e-03, 6.9326e-02, 3.8211e-02, -3.6058e-03,\n", - " -5.2787e-02, 1.2528e-01, -1.0024e-01, -1.8233e-02, 2.3149e-02,\n", - " 4.7030e-02, -1.2899e-01, 4.6959e-02, -2.3690e-02, -2.0423e-01,\n", - " 7.4868e-02, -4.3715e-02, -1.5710e-02, 1.4522e-01, 1.2971e-02,\n", - " 8.5170e-02, 1.7102e-02, 1.0468e-02, -2.8531e-02, -5.3729e-02,\n", - " -1.0061e-02, -1.9362e-02, 1.4308e-02, -1.7241e-02, 3.6652e-02,\n", - " 1.0094e-01, 3.8465e-02, -6.5213e-02, 7.4116e-03, 1.3366e-01,\n", - " -6.5816e-02, 3.4065e-02, 4.6007e-02, 1.8067e-02, -4.3615e-02,\n", - " 1.5912e-02, -4.0803e-02, 9.7425e-03, 6.7239e-02, 1.7727e-02,\n", - " 3.8714e-02, -5.3047e-02, -1.1748e-01, -7.8887e-02, -5.4824e-03,\n", - " 5.5216e-03, 1.3256e-01, -6.2859e-02, -2.4573e-02, 3.3674e-02,\n", - " 3.2457e-01, -7.2274e-02, 1.0478e-02, 1.5488e-03, -1.5474e-01,\n", - " -9.1489e-03, -2.2618e-03, 1.6883e-02, -2.5670e-02, 3.8710e-02,\n", - " 3.4172e-02, 5.2598e-02, -2.2284e-03, 1.1993e-01, 6.0012e-02,\n", - " 5.2764e-02, -1.5082e-02, 4.3706e-02, 3.9816e-02, -2.1385e-02,\n", - " 4.3898e-02, 4.1764e-03, 5.1358e-02, 3.1889e-02, 4.4821e-02,\n", - " -2.9289e-02, 4.2208e-02, -1.1511e-02, -2.1092e-02, -3.2316e-02,\n", - " -4.4178e-02, -2.3292e-02, -1.0203e-01, 9.6889e-03, 5.2634e-02,\n", - " 2.2308e-02, -1.4380e-01, -8.6624e-02, -3.8674e-02, 2.9635e-02,\n", - " 1.0241e-01, -1.0876e-02, -1.3441e-01, -2.4815e-02, 1.9778e-02,\n", - " 7.0630e-02, -2.5737e-02, -2.5264e-02, 5.2150e-02, -7.2390e-03,\n", - " 1.2988e-02, -5.4700e-02, -1.3546e-02, 5.2861e-02, 2.3842e-02,\n", - " 3.7984e-02, 8.9865e-02, 4.9519e-02, -1.9171e-01, 5.0067e-02,\n", - " -2.0593e-02, -2.4287e-02, -1.9949e-02, -7.0633e-02, 9.4272e-02,\n", - " -1.0581e-02, -5.0317e-02, -2.3189e-02, 5.7853e-02, -8.7152e-02,\n", - " 4.3887e-02, -4.1857e-03, -5.0723e-02, -2.1919e-01, 5.6434e-02,\n", - " -3.0021e-02, -3.1631e-03, -3.8121e-02, 2.3206e-02, 3.2257e-02,\n", - " 9.9829e-02, 4.6678e-02, 6.5119e-02, 6.9562e-03, -7.3002e-02,\n", - " 2.0252e-02, -1.7224e-02, 1.5223e-02, 2.3323e-02, 1.9847e-03,\n", - " -6.7857e-03, -7.4739e-02, 4.8717e-02, -3.2571e-01, -1.2454e-01,\n", - " -4.5429e-02, 1.9708e-02, -7.3680e-02, 2.3265e-01, -8.7182e-03,\n", - " -1.0204e-01, 3.3727e-02, -7.3259e-02, 2.2619e-02, -1.7984e-02,\n", - " 4.5505e-01, -5.9161e-02, -4.1153e-01, -1.2031e-01, 4.0357e-03,\n", - " -3.5379e-01, 7.8171e-03, 1.4996e-01, -2.4924e-02, 4.6899e-02,\n", - " 7.6243e-02, 2.4972e-01, -6.4979e-02, 6.2109e-02, -1.2002e-01,\n", - " -2.9160e-01, -3.5352e-02, -5.0997e-02, 1.2023e-01, -1.2378e-01,\n", - " -8.7091e-02, 4.7569e-01, 8.5312e-02, -1.0191e-02, 1.6051e-01,\n", - " -2.5819e-02, 9.8644e-03, 1.2449e-01, 7.9495e-02, -9.6800e-02,\n", - " 3.6255e-01, -3.3966e-02, -3.8393e-02, 5.2749e-03, 2.5675e-02,\n", - " -1.1624e-01, 1.8276e-02, -3.4285e-02, -2.5731e-02, 1.7973e-02,\n", - " 7.5995e-02, 2.9130e-01, 1.6365e-01, 3.0780e-01, 1.4026e-01,\n", - " -5.5177e-01, 1.2614e-01, -7.8507e-02, 8.0791e-02, 1.3600e-01,\n", - " 4.6170e-03, -1.7694e-03, -5.1985e-01, 5.8065e-02, 5.5472e-02,\n", - " 3.2590e-01, 1.3966e-01, 1.7110e-02, -9.5001e-02, -1.2401e-04,\n", - " -4.3535e-02, -5.4794e-02, -1.5199e-01, 5.8522e-02, 2.3191e-02,\n", - " 7.5608e-02, -4.4530e-01, -1.1943e-01, -6.5290e-03, 1.7627e-01,\n", - " -3.8651e-02, -5.7398e-02, -3.8920e-02, 1.3121e-01, -3.6382e-01,\n", - " -2.0418e-02, -2.8093e-01, 7.2004e-02, -9.0997e-02, -2.5895e-01,\n", - " 1.6368e-01, -2.9575e-02, 9.0202e-02, 7.2816e-02, 1.0246e-01,\n", - " 1.5573e-01, 2.2131e-02, -3.2519e-02, 3.8828e-01, 7.1059e-02,\n", - " -1.1226e-01, -2.4577e-01, -2.8200e-01, -3.3253e-02, 4.0593e-01,\n", - " 5.5256e-02, 2.7140e-02, 1.0959e-01, -2.4144e-01, 9.2840e-02,\n", - " 2.3645e-01, 2.2467e-01, 9.2951e-02, -1.6590e-01, -2.3277e-02,\n", - " 2.5649e-01, -2.9617e-02, -1.7398e-01, -1.4213e-02, -9.5704e-02,\n", - " 5.6416e-02, 3.7950e-02, -1.3004e-01, -4.1674e-02, -1.3906e-01,\n", - " -6.6683e-02, -8.1266e-03, -1.7875e-01, -1.2757e-01, -1.5795e-02,\n", - " -5.5715e-02, -1.0311e-01, -1.0371e-01, -4.5280e-01, -2.2330e-02,\n", - " -7.9778e-02, -4.9942e-02, 4.1673e-02, -2.3160e-02, -3.9921e-02,\n", - " -6.3285e-02, -2.2087e-01, -1.9557e-02, -2.8350e-01, 9.5596e-02,\n", - " 7.9575e-02, 1.0237e-02, -1.4197e-01, -1.7283e-01, -6.0235e-02,\n", - " 1.1290e-02, 2.5537e-02, 8.7302e-03, 4.9353e-02, 8.3851e-03,\n", - " 1.3780e-01, 1.4688e-02, 3.3586e-02, 1.2170e-01, -1.9129e-02,\n", - " -4.2862e-02, -1.3709e-01, -2.8588e-01, -1.7320e-02, -4.6033e-02,\n", - " -5.9742e-02, 6.3494e-02, 1.4878e-01, -6.3960e-02, -1.6403e-02,\n", - " -3.4941e-02, -1.2289e-01, -2.4562e-01, -1.1674e-01, -4.0050e-03,\n", - " 1.3938e-01, -1.8474e-02, -3.6636e-02, -3.0315e-01, 8.3564e-02,\n", - " -2.9196e-02, 3.3213e-02, -1.0896e-01, -6.4976e-02, 9.1357e-02,\n", - " -2.2568e-01, 6.3275e-02, 1.1891e-02, 1.3442e-01, -2.0485e-02,\n", - " -6.9996e-02, 2.1658e-03, -5.6785e-02, -2.3337e-02, -2.5280e-02,\n", - " 1.4939e-01, -2.9381e-02, -1.2192e-01, 8.3717e-03, 1.2222e-02,\n", - " -7.6137e-02, 2.4162e-02, -2.4293e-02, -5.1924e-02, -7.0981e-03,\n", - " -1.0220e-01, -3.0324e-02, -1.1144e-02, -2.6997e-02, 5.7362e-02,\n", - " -1.0057e-01, -8.3503e-02, -1.2501e-01, 2.7531e-02, 2.9377e-01,\n", - " 1.7067e-01, -7.1781e-02, 2.3256e-02, 8.9757e-02, -5.2266e-02,\n", - " 1.4236e-02, 1.1990e-01, -1.1222e-02, 3.9556e-02, 3.6834e-02,\n", - " -1.0291e-01, -5.8141e-02, -7.0702e-02, -7.1103e-02, -2.6215e-02,\n", - " -1.6427e-02, -6.5189e-02, -2.1054e-02, -8.0678e-02, 3.0252e-02,\n", - " 4.8349e-03, 7.8968e-02, 2.8902e-02, 9.1373e-02, -2.3861e-02,\n", - " -2.2486e-02, -3.0700e-02, -5.0397e-02, -5.6370e-02, 1.0435e-04,\n", - " 6.3390e-02, 1.1405e-02, -5.4103e-02, 1.0233e-02, -1.4450e-01,\n", - " -6.9274e-02, -5.3951e-02, 5.5057e-03, 1.1218e-01, 5.5790e-02,\n", - " -2.1274e-02, -2.2143e-02, -1.9284e-01, 9.0257e-02, -1.2183e-01,\n", - " 1.4055e-01, 3.2435e-02, -1.0819e-01, -1.6113e-01, -1.8308e-01,\n", - " -4.1386e-02, -1.2644e-01, -2.7945e-02, -1.5689e-02, 6.4413e-02,\n", - " 3.7003e-02, 3.0378e-02, 1.1743e-01, -1.4135e-01, 5.5048e-02,\n", - " -6.6553e-02, 3.0404e-02, 1.5141e-02, -5.4191e-03, 2.1901e-02,\n", - " -4.5122e-02, -4.4387e-02, -3.7407e-02, 1.7802e-02, -3.8730e-01,\n", - " 1.1598e-01, -8.8872e-02, 1.4395e-01, -9.6136e-02, 4.7222e-02,\n", - " 1.4925e-01, 8.8002e-05, 1.1858e-02, 4.8092e-03, -1.6567e-02,\n", - " 1.6598e-01, 7.0762e-02, 4.9061e-03, 6.2220e-03, -4.8835e-02,\n", - " -3.3940e-02, 2.7898e-01, -4.8856e-02, 2.1224e-01, 1.1182e-01,\n", - " -1.0501e-02, 1.6620e-02, -1.0709e-02, -2.0127e-01, 2.8199e-02,\n", - " -4.6579e-02, 1.7410e-02, 4.9611e-02, -1.6112e-01, -6.2479e-02,\n", - " 6.6917e-02, 5.4156e-02, -9.0497e-02, -4.3799e-01, -8.4414e-02,\n", - " -5.5190e-02, 3.5208e-02, -2.6040e-03, -2.7949e-02, -2.5014e-03,\n", - " 6.6218e-03, 2.1148e-02, 1.6894e-02, 1.0938e-02, 5.3197e-03,\n", - " 3.5403e-02, 5.7746e-02, 3.7580e-02, -1.0507e-02, -1.2009e-02,\n", - " 4.9236e-03, -1.0107e-02, 5.4544e-02, -2.7445e-02, -2.5157e-02,\n", - " 8.1249e-03, -1.9826e-01, 4.3378e-02, 1.7144e-02, -2.1866e-02,\n", - " -5.7131e-02, -2.0812e-02, 1.3520e-01, 1.0485e-02, 1.7526e-02,\n", - " -7.3722e-03, 2.2004e-02, 4.7762e-02, -1.5854e-01, 4.3353e-02,\n", - " 2.3633e-02, 1.0437e-02, -1.3437e-02, -1.7871e-02, 4.1917e-02,\n", - " -1.9479e-01, 4.3239e-02, -1.2374e-02, 6.1873e-02, 1.5572e-03,\n", - " 4.5423e-02, -2.1248e-02, -5.6194e-02, -1.4948e-02, -5.8065e-02,\n", - " -1.3482e-02, 1.8783e-01, 7.0706e-04, 2.9869e-02, -4.5980e-02,\n", - " -3.0931e-02, -2.0871e-01, -5.3695e-02, 1.5700e-02, -1.2504e-02,\n", - " -2.1980e-02, -3.3210e-01, -1.6958e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.0872e-02, -1.1766e-02, 1.6575e-04, -1.1630e-02, 9.4662e-03,\n", - " -1.1532e-02, 1.1848e-03, -5.5150e-03, -7.3434e-04, 5.7598e-03,\n", - " 1.1435e-02, 3.9499e-04, -6.2718e-04, -3.9462e-03, -2.0356e-03,\n", - " -9.8921e-03, -9.3822e-04, 1.1631e-02, 6.6033e-03, 8.2453e-03,\n", - " 8.4477e-03, -7.4379e-03, -7.0516e-03, 9.9712e-03, 9.6850e-04,\n", - " -5.6443e-03, -4.9786e-03, -1.0271e-02, -8.6005e-03, -2.1775e-03,\n", - " 5.2358e-03, 7.8711e-04, 4.5003e-03, -2.2396e-03, -3.2946e-03,\n", - " 5.9736e-03, 2.0313e-03, -5.5479e-03, 1.4165e-03, 9.3865e-03,\n", - " -3.9114e-03, 8.6943e-04, 3.7967e-03, 2.6624e-04, 1.0579e-03,\n", - " 1.1518e-03, -3.1826e-04, 1.3297e-03, 6.1344e-04, 2.8947e-03,\n", - " 2.9189e-03, -4.3378e-03, 6.4393e-03, 1.0650e-03, 1.2516e-02,\n", - " -2.1740e-03, 4.6929e-04, 3.3984e-03, -1.5811e-02, 1.1887e-02,\n", - " -2.9521e-03, -2.0428e-03, 5.2002e-03, -1.0096e-02, -2.3795e-03,\n", - " 1.1681e-03, 4.2600e-03, -6.3061e-03, 6.4786e-03, 2.6694e-03,\n", - " 7.7205e-04, 4.8499e-03, -1.2203e-03, -2.2516e-03, 2.2113e-03,\n", - " 3.4607e-03, 1.0807e-02, -4.4387e-03, -1.7547e-03, -5.0872e-03,\n", - " 2.4823e-04, 1.5317e-03, 7.6686e-03, 3.3107e-03, -6.0351e-03,\n", - " 5.5504e-03, -1.2126e-02, 2.5289e-03, -4.5886e-03, -6.1116e-03,\n", - " 6.1798e-03, 1.3656e-02, -3.7117e-03, -3.4888e-03, 4.0698e-03,\n", - " 7.6000e-03, -7.6446e-03, -7.0324e-03, -2.7269e-03, 3.8182e-04,\n", - " 3.7789e-03, 4.5037e-03, -1.3173e-03, 5.0761e-03, 2.9235e-03,\n", - " 3.5631e-03, -9.8572e-03, 3.8929e-03, -6.0567e-03, -7.8073e-03,\n", - " -1.8464e-02, -5.3710e-03, 2.0561e-03, 3.7102e-03, -2.2484e-03,\n", - " -5.0603e-03, 9.0459e-03, 2.3525e-03, 2.5644e-03, -6.4648e-04,\n", - " -4.6461e-04, -2.2164e-03, 4.9194e-03, 8.5775e-03, -1.1674e-03,\n", - " -3.5633e-03, -1.1055e-02, -8.0503e-03, 2.3606e-03, -1.8594e-03,\n", - " -7.8705e-04, 6.9574e-04, -9.5316e-04, -4.2222e-05, 2.8699e-04,\n", - " -2.0133e-04, -8.4155e-04, 5.8066e-04, -3.2854e-03, -9.5991e-04,\n", - " -6.0589e-04, -3.5109e-03, -2.8273e-03, 4.5857e-04, -3.8064e-03,\n", - " 1.9121e-03, -1.4446e-03, -4.5892e-03, 5.0931e-03, 3.0144e-03,\n", - " -4.1407e-03, 8.0870e-04, -1.8391e-03, 1.4720e-03, 5.4518e-04,\n", - " 6.6739e-04, -8.7904e-04, -4.2270e-03, 2.3994e-04, -9.3004e-04,\n", - " 2.7815e-03, -1.2736e-03, 7.5003e-04, 1.0757e-03, 1.5722e-05,\n", - " -2.0498e-03, 4.8384e-04, -6.2789e-04, -3.4402e-03, -2.8367e-04,\n", - " -1.0296e-03, -4.5019e-03, -1.9213e-03, -1.3652e-03, 3.8495e-03,\n", - " 3.1879e-03, 3.1903e-03, 8.5177e-04, -3.0731e-03, -2.3948e-03,\n", - " 1.2263e-03, -4.8721e-03, -8.7462e-03, -5.7314e-04, 2.1525e-03,\n", - " -3.6467e-03, -2.6263e-03, -7.6538e-04, 2.5008e-03, 5.2181e-03,\n", - " -3.0247e-03, 2.9089e-03, 4.3583e-03, 4.7124e-03, -6.0314e-03,\n", - " -8.6835e-03, 9.7642e-03, 7.0947e-03, -3.0967e-03, 1.1260e-03,\n", - " -3.7029e-03, -3.8350e-03, -3.7849e-03, -1.0903e-02, -4.5087e-03,\n", - " 9.5428e-06, 8.7153e-03, -6.6743e-03, -6.5587e-03, 1.8623e-05,\n", - " 7.6422e-03, -3.4199e-03, 8.2931e-03, 4.9252e-03, 8.2805e-03,\n", - " 4.1314e-03, 9.9788e-03, -8.8980e-03, 5.8534e-03, 7.6022e-03,\n", - " 9.6965e-04, 5.3962e-03, -4.1679e-03, 3.6773e-03, -6.0628e-04,\n", - " -5.4594e-03, -8.6389e-05, 2.5796e-03, -1.7827e-02, 5.3665e-03,\n", - " 9.0701e-04, -1.0245e-03, 9.8952e-04, -1.4809e-02, 1.0471e-02,\n", - " 1.2349e-02, 1.9838e-03, 2.9461e-03, -5.8868e-03, -1.0606e-03,\n", - " 1.3038e-04, -1.8054e-03, 7.5952e-03, 6.7837e-03, 4.5316e-04,\n", - " -2.8270e-03, 3.7859e-03, 1.6647e-03, -2.0363e-03, 1.3539e-02,\n", - " 1.5236e-03, 1.0489e-02, -4.1563e-03, -1.1451e-02, 1.0368e-02,\n", - " -1.2464e-02, 4.6511e-04, -3.9381e-03, -2.7304e-03, 3.3055e-04,\n", - " 7.9560e-04, -8.8367e-03, 8.1892e-03, 2.0259e-03, -2.4213e-03,\n", - " -2.7320e-03, -6.9655e-03, 2.6748e-03, -1.6861e-03, -6.9290e-03,\n", - " 1.0256e-03, -1.1395e-02, -2.1969e-03, -3.7147e-03, 7.7197e-03,\n", - " -1.5750e-03, -3.5974e-03, -2.2820e-03, -5.5357e-03, 2.2536e-03,\n", - " 4.3053e-03, 1.0481e-02, 3.2189e-03, 4.8455e-03, -5.3957e-03,\n", - " 8.3131e-04, -8.2402e-03, 7.5561e-03, -7.4698e-04, -2.8721e-03,\n", - " -9.0709e-03, -5.5667e-03, -2.4279e-03, 7.3784e-04, 8.8189e-03,\n", - " 1.7236e-04, -1.5435e-03, -8.8973e-04, 3.7358e-03, -1.3491e-02,\n", - " 3.4026e-03, -4.8471e-03, -3.0032e-03, -9.3690e-03, -1.8721e-03,\n", - " 1.1134e-02, 9.6166e-03, -7.0088e-04, 5.2172e-03, -9.1063e-03,\n", - " -2.0245e-03, 7.9094e-03, -5.5846e-03, 5.2955e-05, -3.1903e-03,\n", - " 2.1021e-03, 4.2049e-03, 8.0613e-03, 2.0442e-03, 8.6603e-03,\n", - " -5.0120e-03, 5.2893e-03, 2.5559e-03, -5.6359e-03, 1.6584e-03,\n", - " -8.3112e-04, -7.8568e-03, 1.0897e-03, -4.9159e-03, 8.1382e-03,\n", - " -1.1697e-02, 4.0208e-04, -8.3950e-03, -2.3173e-03, -6.4993e-05,\n", - " -4.2514e-03, 1.4386e-03, 3.4212e-04, -3.6843e-03, -7.9348e-04,\n", - " -9.2250e-03, 5.4445e-03, 4.0561e-03, 9.8965e-03, -2.5941e-03,\n", - " 1.5226e-04, 2.0496e-03, -2.5519e-03, -8.3051e-04, -4.6721e-03,\n", - " 6.3999e-03, -9.9009e-04, 4.8261e-03, 2.5597e-03, -7.5613e-03,\n", - " -6.9667e-04, 7.1670e-03, 1.5897e-03, -1.9658e-03, 5.8908e-03,\n", - " 3.2166e-03, 3.8448e-03, 3.4905e-03, -3.8111e-03, -1.6103e-03,\n", - " 1.4769e-03, -2.0628e-03, 1.5682e-03, 1.0881e-02, 1.0663e-03,\n", - " 1.2031e-03, -1.4609e-03, -6.9564e-03, 1.1270e-02, 9.9044e-03,\n", - " -3.5188e-04, 1.0252e-02, 1.7305e-03, -7.1454e-04, -6.2668e-03,\n", - " -8.2470e-03, 2.0456e-03, -1.0671e-02, -1.0179e-02, -1.0148e-02,\n", - " -1.0120e-03, 4.4621e-03, 8.8827e-03, 9.9391e-04, 4.5817e-03,\n", - " -1.1145e-02, 2.9581e-03, -6.6225e-03, -1.6849e-03, 2.7918e-03,\n", - " 5.3506e-03, 2.4020e-03, -1.2321e-02, -2.8033e-05, 5.8500e-03,\n", - " -1.5298e-02, -2.7256e-03, -5.0879e-03, -1.1270e-02, 7.0548e-03,\n", - " -1.6106e-03, 5.4653e-03, -6.8138e-03, 5.0358e-03, 8.3571e-04,\n", - " -1.4404e-02, -4.5655e-03, 1.0170e-03, 8.5079e-03, 1.2997e-03,\n", - " -3.0448e-03, 1.7134e-02, 4.6213e-03, 2.8794e-03, 1.9411e-03,\n", - " -1.4284e-03, 8.5476e-04, -2.0800e-03, 4.4524e-03, 1.7351e-03,\n", - " 1.1436e-02, 3.0720e-03, 7.1200e-04, 1.1610e-03, 1.3569e-03,\n", - " -5.6018e-04, 1.5240e-03, 5.2840e-03, 5.7059e-03, -2.6261e-03,\n", - " -2.9283e-03, 1.6798e-03, -2.5831e-03, 9.4120e-03, 6.3012e-03,\n", - " -1.0015e-02, 1.6290e-03, -6.3186e-03, -2.6289e-03, -1.4643e-03,\n", - " 1.0120e-02, 7.9523e-03, -3.4784e-03, 4.8247e-03, -4.3092e-03,\n", - " 1.3053e-02, 5.4296e-03, -8.4345e-04, -7.8880e-04, 1.9445e-03,\n", - " -2.6402e-03, 3.9794e-03, -6.0552e-04, 1.2426e-03, 7.9151e-03,\n", - " -1.4235e-02, -1.4023e-02, -2.4168e-03, 8.7378e-03, 8.0261e-03,\n", - " -4.1240e-03, -1.0045e-03, -2.0762e-04, -3.7347e-04, -1.3695e-02,\n", - " -1.0999e-03, -5.6353e-03, -5.3695e-03, 9.4522e-03, -5.1612e-03,\n", - " 8.2999e-03, -7.9964e-03, 2.4296e-03, 5.8677e-03, 7.9151e-03,\n", - " 4.8297e-03, 3.9651e-03, -2.5887e-03, 5.8576e-03, 3.3980e-03,\n", - " -1.8961e-03, -1.0440e-02, -3.5894e-03, -4.4898e-03, 1.1493e-02,\n", - " -5.9906e-03, -2.2171e-04, 2.1374e-03, -7.0694e-03, -1.2814e-04,\n", - " 2.2888e-03, 6.4429e-03, 1.1504e-02, -6.3852e-03, 6.4329e-03,\n", - " 7.7763e-03, 1.3054e-03, -8.0761e-03, 6.0520e-04, 1.2423e-03,\n", - " -4.5969e-04, 6.6739e-03, -1.4808e-03, -8.7152e-04, -1.5331e-03,\n", - " 4.3689e-03, 6.8801e-03, 3.3274e-03, 7.0485e-03, -1.3897e-03,\n", - " -2.7217e-04, 1.3604e-03, -2.5022e-03, 6.9675e-03, 6.5077e-03,\n", - " 6.8486e-03, 3.8797e-03, 2.1403e-03, -1.0815e-02, 3.4394e-03,\n", - " -1.8316e-03, 5.5656e-03, 1.1104e-02, -3.1356e-03, -8.6814e-03,\n", - " 5.5783e-03, -5.0479e-03, 6.1582e-03, -1.4888e-02, -1.4753e-03,\n", - " -6.7129e-05, 4.7708e-03, -2.0849e-05, 9.6627e-03, 2.0073e-04,\n", - " -2.7609e-03, -8.2509e-03, 5.7509e-03, -2.7323e-03, -4.3944e-05,\n", - " -1.1938e-03, 7.8851e-03, 8.9375e-03, -3.3453e-03, 4.1825e-03,\n", - " 3.4746e-03, 5.5461e-03, -1.3782e-03, -2.6289e-03, 2.2508e-03,\n", - " 1.9616e-03, -1.2333e-03, 9.9186e-03, -1.2516e-02, -1.0432e-03,\n", - " -7.2294e-03, 1.2243e-02, -7.3623e-03, 2.3574e-02, 1.7354e-03,\n", - " 1.3353e-03, -2.0593e-03, 1.6368e-02, 2.8457e-03, -4.9914e-03,\n", - " 1.2748e-03, -1.1178e-03, 3.4839e-04, -2.9790e-03, -9.4675e-03,\n", - " 3.7102e-03, 5.9346e-04, 2.9125e-04, -1.2878e-03, -1.2334e-03,\n", - " -8.6710e-04, -1.4342e-03, 2.5387e-04, -2.4304e-03, 4.3681e-03,\n", - " -4.5685e-03, -2.4363e-03, 1.7274e-03, 3.2452e-04, 5.3171e-03,\n", - " -5.2055e-03, -1.8456e-03, 6.2865e-04, 3.9048e-03, 1.2340e-03,\n", - " 2.7493e-03, 1.9529e-03, 4.4477e-03, -1.0058e-03, 8.7817e-03,\n", - " -2.2069e-03, 3.0314e-03, -2.0541e-03, 1.5864e-04, 2.7087e-03,\n", - " -4.4853e-03, 6.6249e-03, -4.2236e-03, -2.2416e-03, 1.1235e-03,\n", - " -4.3801e-04, 3.5692e-03, 4.0805e-03, 2.2363e-04, 8.2634e-04,\n", - " 5.3187e-03, -7.1191e-03, -4.4412e-03, 3.4781e-04, 4.2865e-03,\n", - " 1.1176e-02, 1.4222e-03, -3.2894e-03, -8.7754e-03, 2.7540e-03,\n", - " -1.4288e-03, 3.3700e-03, -5.3807e-04, -3.2889e-03, -2.7257e-03,\n", - " -2.5348e-03, -3.6159e-03, -2.0091e-03, 1.2801e-03, -2.5412e-03,\n", - " -4.8951e-03, -9.9384e-04, 6.0223e-03, 4.4326e-03, -2.5073e-03,\n", - " 2.9430e-03, 1.2355e-03, 5.9677e-03, 3.7454e-03, -2.9028e-03,\n", - " 1.0664e-03, 1.1080e-02, 6.6969e-03, -4.0683e-04, 2.9488e-03,\n", - " -6.2922e-04, -5.0949e-03, 1.5569e-03, -3.7588e-03, -3.8041e-03,\n", - " 2.3435e-02, -7.2139e-03, 1.0334e-03, 7.4727e-03, 4.4773e-03,\n", - " -8.3935e-04, -2.7220e-03, -6.5913e-03, 1.5323e-03, 1.4545e-02,\n", - " 8.3477e-03, 1.4691e-03, -1.5869e-02, 7.1229e-03, 7.4775e-03,\n", - " -3.9801e-03, -2.7838e-03, -3.9858e-04, -2.6436e-03, -1.2311e-03,\n", - " -6.0583e-03, 5.9208e-03, 9.0433e-03, -2.0690e-03, -9.5589e-03,\n", - " -3.9808e-03, -3.1344e-03, 5.3703e-03, -1.8652e-02, -1.9464e-03,\n", - " -3.5617e-03, -1.1902e-02, -4.1466e-03, -1.5314e-02, -4.6098e-04,\n", - " -7.3318e-03, -6.3679e-03, 8.0714e-03, 9.7000e-03, 1.2215e-02,\n", - " 9.0641e-04, -2.1571e-03, -2.1605e-03, -7.4904e-03, -3.4040e-03,\n", - " -1.1009e-02, 4.2505e-04, 1.4694e-02, 9.7638e-03, -2.2408e-03,\n", - " -1.0523e-03, 1.4409e-02, -1.3608e-02, 6.7547e-03, -1.2606e-02,\n", - " -3.1913e-03, -2.5721e-03, -1.7439e-03, 1.7394e-03, 3.6149e-03,\n", - " 1.2265e-03, 1.8382e-03, 8.4502e-03, 8.3632e-03, 2.9165e-03,\n", - " -5.9625e-03, 6.0592e-03, -3.2218e-03, 1.9182e-03, -1.9122e-03,\n", - " -1.8892e-03, -6.7228e-03, -1.0199e-02, 8.6985e-04, 5.2113e-03,\n", - " -1.7131e-03, -3.6455e-03, 8.7486e-03, -2.2299e-03, -7.1216e-04,\n", - " 2.7356e-03, 1.4408e-03, 9.6882e-03, -1.4576e-03, -9.8547e-03,\n", - " 6.5923e-03, 2.4955e-03, 3.6271e-03, -7.6567e-03, 6.0133e-05,\n", - " -1.7191e-02, 4.3130e-04, -7.7411e-05, -1.7202e-04, 3.9968e-03,\n", - " 9.1864e-03, -3.9949e-03, -3.0912e-03, -1.6042e-04, 2.9399e-03,\n", - " 5.4982e-03, 5.9995e-03, 4.0280e-04, 1.0910e-03, 6.3492e-03,\n", - " -1.0667e-02, -9.2815e-03, 3.5974e-03, 7.4814e-03, 1.2662e-03,\n", - " -2.5559e-03, -1.7622e-02, -5.3195e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.0611e-02, -2.9544e-02, -3.4053e-03, -2.5261e-04, 4.3702e-02,\n", - " -2.4036e-02, -9.9176e-03, 1.1922e-02, 3.9462e-02, -1.5722e-02,\n", - " 3.6127e-02, 3.5265e-02, 1.6603e-02, 4.0656e-02, 9.0450e-03,\n", - " 1.6955e-02, 3.0839e-02, 2.3524e-02, 4.5091e-03, -1.7842e-02,\n", - " -8.9514e-03, -6.9295e-04, -3.7101e-02, 6.3061e-02, -1.2281e-02,\n", - " 2.7505e-02, 5.9490e-03, 2.0819e-02, 2.2402e-02, -1.6352e-02,\n", - " -1.9880e-03, 2.0557e-03, 2.5947e-02, -4.8232e-03, -1.0353e-02,\n", - " 7.9241e-03, -3.8330e-02, -1.2410e-02, 4.5761e-02, -3.3885e-02,\n", - " 1.8288e-02, 2.6494e-02, -2.0117e-02, 3.6985e-03, -7.2017e-02,\n", - " -5.4889e-02, -2.1202e-02, 4.7230e-03, -2.8839e-03, 1.9168e-02,\n", - " 1.0010e-02, 1.6336e-02, 2.0422e-02, -4.3722e-02, 2.5098e-02,\n", - " -3.8560e-02, 2.7089e-02, -1.2778e-02, 5.1402e-02, -1.3062e-02,\n", - " -9.9890e-03, 3.9847e-02, 5.9353e-02, 2.1866e-03, -3.7598e-02,\n", - " -3.7681e-02, 3.4638e-02, 5.4693e-03, 1.5511e-02, 1.5021e-02,\n", - " 5.3212e-02, -2.5371e-02, -5.4444e-03, 2.1743e-03, -9.9451e-03,\n", - " -2.4260e-02, 1.8761e-02, -1.2446e-02, 8.8098e-03, 2.3707e-02,\n", - " -2.4152e-02, 1.4017e-02, 2.2378e-03, -1.1576e-02, 7.3120e-03,\n", - " 1.3892e-02, 2.8446e-03, 4.2612e-02, -4.2735e-03, -2.7018e-02,\n", - " 2.6001e-04, 3.9963e-03, -4.9176e-02, -1.9129e-02, -4.2243e-02,\n", - " -2.6150e-02, -3.0480e-03, -3.0021e-02, -9.5532e-03, -4.4873e-03,\n", - " -6.7222e-03, -1.3395e-03, 2.9712e-02, 1.0073e-02, -1.8594e-02,\n", - " -1.4263e-02, -8.3413e-03, 3.4262e-03, -1.3856e-02, -2.1020e-02,\n", - " -5.5180e-02, 3.3396e-02, 3.8542e-02, 1.1141e-02, 2.3562e-04,\n", - " 4.9550e-02, 1.9921e-02, 6.8655e-03, 3.2959e-03, -8.5281e-03,\n", - " -1.0014e-03, 1.8253e-02, 2.9076e-02, -3.1731e-02, -9.3831e-03,\n", - " 3.7628e-02, -1.1450e-03, 4.2580e-02, 1.7981e-02, 4.4396e-03,\n", - " -1.6276e-02, -1.0255e-02, 1.5396e-02, -4.8177e-03, 6.6366e-03,\n", - " -1.2889e-02, 1.9950e-02, -2.0358e-02, 1.4374e-02, 1.5504e-02,\n", - " 4.3859e-03, 4.7208e-03, 2.0055e-02, -5.1628e-02, 2.3995e-02,\n", - " 5.5752e-04, -1.5980e-02, -2.0599e-02, 1.0397e-03, -6.5507e-03,\n", - " 1.5415e-02, -2.4518e-04, 2.7803e-02, -1.5212e-02, -1.5320e-02,\n", - " -1.8174e-02, 2.0662e-02, -8.4066e-03, -2.0437e-02, 3.2346e-02,\n", - " -2.4915e-03, 5.1932e-03, 4.0334e-03, 1.6829e-02, -2.5918e-02,\n", - " -1.3906e-02, -5.5288e-03, -2.0604e-02, -1.1720e-02, 1.3203e-02,\n", - " -4.5528e-04, -5.8787e-03, 2.0207e-02, -1.8172e-02, -4.4567e-02,\n", - " -1.2350e-02, 2.9691e-02, -1.5418e-02, 7.7369e-06, 4.5891e-03,\n", - " 4.3899e-03, -2.0768e-02, 9.7010e-03, -8.0274e-03, -4.6604e-02,\n", - " -5.3781e-03, 1.0994e-02, -1.6822e-02, 1.3230e-02, -3.8258e-03,\n", - " 2.2453e-02, 1.2270e-02, 8.2433e-03, 2.3383e-03, -2.7016e-02,\n", - " -5.5759e-03, -9.2015e-03, 4.3218e-02, 9.3865e-03, 6.6491e-03,\n", - " -1.5638e-02, -7.3260e-03, 7.4916e-03, -3.4926e-02, -1.7761e-02,\n", - " -1.8834e-03, -1.2750e-02, 3.6981e-02, 8.3469e-03, 7.7240e-03,\n", - " 9.8631e-03, -9.2713e-03, -5.4027e-03, -1.0344e-02, 4.9189e-04,\n", - " -5.6572e-03, 4.8096e-03, -2.9059e-02, 3.3705e-02, 8.0315e-03,\n", - " 1.1039e-03, -1.3708e-02, 1.8435e-02, 4.1296e-02, -4.8482e-02,\n", - " 5.5439e-03, 1.7480e-02, 8.0691e-03, -1.0124e-02, -4.5141e-03,\n", - " -1.3244e-02, -8.5329e-04, 6.6729e-03, 9.0825e-05, -1.4849e-02,\n", - " 2.1605e-02, 1.9870e-02, 2.5043e-03, 3.1047e-02, 1.7190e-03,\n", - " 1.0428e-02, 1.4302e-02, -2.2358e-02, 1.4719e-02, 1.9657e-02,\n", - " 1.2855e-02, 2.7147e-02, 2.0420e-02, -3.0315e-02, -4.9852e-03,\n", - " 1.4754e-02, -2.8988e-02, 2.1746e-03, -5.4846e-02, -7.6584e-03,\n", - " -3.6148e-03, -7.5444e-03, -1.8101e-02, 3.5724e-03, -1.5697e-02,\n", - " 1.1980e-02, -7.2703e-03, -1.3023e-02, -6.2002e-03, 2.0514e-03,\n", - " 1.8545e-02, 1.3430e-02, 6.6528e-03, 1.5725e-02, 3.0145e-02,\n", - " -4.7281e-03, 1.5193e-02, -3.0304e-02, -2.5325e-02, 2.6265e-02,\n", - " 7.8761e-03, -1.3109e-02, -8.9262e-03, 2.5098e-02, -1.6097e-02,\n", - " 6.0394e-03, 2.2660e-02, 4.5398e-03, 1.0827e-02, 8.9942e-03,\n", - " -3.8566e-03, -1.1312e-02, 3.3402e-02, -1.1054e-02, 2.9524e-03,\n", - " 1.4814e-02, 2.8926e-02, -1.9782e-02, 2.0773e-02, -2.6420e-02,\n", - " 1.5527e-02, -1.7811e-02, 2.2104e-02, 5.7762e-03, -7.6965e-03,\n", - " -5.7345e-03, 1.5967e-03, 3.1623e-02, -2.1747e-02, -8.5945e-03,\n", - " -2.8125e-02, 1.8379e-02, -6.7756e-03, 2.3286e-02, -2.7167e-02,\n", - " 1.7851e-02, 1.8041e-02, 5.6597e-03, 3.6133e-03, -9.6214e-03,\n", - " 2.5237e-02, 2.7014e-02, 8.6454e-03, -2.2636e-02, 8.2676e-03,\n", - " -5.8939e-03, 1.0606e-02, -2.2969e-02, -1.7735e-02, 4.8627e-03,\n", - " 1.6807e-02, 1.9348e-02, -4.8933e-03, -4.6287e-03, 3.3422e-02,\n", - " -3.2413e-02, -1.5357e-02, 6.5192e-03, 6.5729e-03, -2.7756e-02,\n", - " -3.9314e-02, 5.5355e-02, -4.0996e-02, -1.3526e-02, 1.8560e-03,\n", - " 1.3154e-02, 6.9275e-02, 1.9747e-02, -8.3000e-03, 1.2520e-02,\n", - " 1.2855e-02, 8.5989e-03, -9.7276e-03, 4.1436e-02, 9.4396e-03,\n", - " 3.3197e-02, -8.4802e-03, 2.7021e-02, -3.7666e-03, 1.8579e-02,\n", - " -3.0720e-02, -5.0055e-02, 6.4586e-03, 3.0618e-02, 5.6103e-03,\n", - " -3.6021e-03, 2.0841e-02, 2.5120e-02, -2.6220e-02, 7.8782e-03,\n", - " 1.6269e-02, -4.0557e-02, -2.9506e-02, 1.0702e-02, -1.6982e-02,\n", - " 1.1773e-02, -2.2960e-02, 1.7994e-03, 7.9381e-03, 1.2418e-02,\n", - " -4.0572e-02, 3.5828e-02, 2.1400e-02, -1.5858e-02, -2.6551e-02,\n", - " 1.2457e-02, 2.6142e-02, 1.2328e-02, 3.2877e-02, 2.3879e-02,\n", - " 2.7769e-02, -4.5688e-03, -7.9487e-02, -1.6494e-02, -8.6227e-03,\n", - " -3.9436e-02, -5.0442e-02, -2.0370e-02, -9.5456e-03, -4.2676e-04,\n", - " -4.7344e-02, 1.1544e-02, 6.2716e-02, 2.0115e-02, 1.7369e-03,\n", - " -9.8486e-03, -1.1321e-02, 5.7826e-02, 4.1268e-03, 3.5922e-02,\n", - " 3.4129e-02, 8.8596e-03, -1.4471e-02, -3.0788e-02, 1.8431e-02,\n", - " 3.5103e-03, 3.9570e-02, 3.8189e-02, 1.8824e-02, -7.9887e-02,\n", - " 2.1980e-02, 1.7656e-02, 8.1790e-02, -2.8091e-02, -2.2457e-03,\n", - " -5.7452e-02, -1.0059e-02, 5.9469e-02, 9.4658e-03, -1.8176e-02,\n", - " -1.6391e-03, -4.0050e-02, -5.4341e-02, 3.3914e-02, -1.7657e-02,\n", - " 4.1718e-03, -7.0572e-02, -9.1324e-03, -1.7363e-02, -3.3512e-02,\n", - " 2.1206e-02, 7.0481e-02, -1.4439e-02, 2.1191e-02, -2.1826e-02,\n", - " -3.4754e-02, -2.3080e-02, -4.5233e-02, -2.9059e-02, -6.0710e-02,\n", - " -2.0735e-02, 2.6138e-02, 3.4150e-02, 2.5447e-02, -1.2442e-02,\n", - " 4.8769e-02, -2.6218e-03, -1.6896e-02, 2.9892e-02, -3.4767e-03,\n", - " 2.6421e-02, 8.9559e-04, 1.8644e-02, 8.9458e-03, 1.0331e-02,\n", - " -8.1762e-03, 8.6029e-04, -5.5158e-03, 3.9579e-02, 8.5295e-03,\n", - " 7.1685e-03, 2.2333e-02, -2.0065e-02, -6.9037e-03, -1.2775e-02,\n", - " -7.8014e-05, -2.5017e-02, -1.5152e-02, -3.5655e-02, 3.4456e-02,\n", - " 4.3084e-02, 2.8324e-02, 1.5229e-02, 3.3212e-02, 3.4514e-03,\n", - " 3.5874e-02, -1.7095e-02, 6.0371e-03, 2.1133e-02, -3.4824e-03,\n", - " -1.4008e-03, -3.0134e-03, -2.9252e-02, -7.4303e-03, -1.3487e-02,\n", - " -2.3862e-02, -7.9264e-03, 3.1672e-03, -1.5618e-02, -8.1779e-03,\n", - " 3.6064e-02, -4.1528e-02, 3.5768e-02, 3.9105e-02, 1.0093e-02,\n", - " 3.1844e-02, 2.5145e-02, 1.0061e-02, 7.5205e-03, -4.9761e-02,\n", - " -4.5096e-03, 1.0460e-02, 2.4229e-02, 8.5945e-03, -1.7986e-03,\n", - " 4.5627e-02, -1.6334e-02, -4.8102e-03, -4.4863e-03, -8.0854e-03,\n", - " -7.2762e-03, 1.1465e-02, 1.6830e-02, 1.3576e-02, 1.2272e-02,\n", - " -8.3156e-03, 1.2824e-02, 4.6298e-03, 1.0449e-02, -6.1512e-03,\n", - " 1.1105e-02, -7.4815e-03, 4.1395e-03, 5.1101e-03, 4.5046e-03,\n", - " 2.0772e-03, 7.0204e-04, -1.1384e-02, -1.8910e-02, -1.4605e-02,\n", - " 9.5498e-04, -1.3729e-02, -1.0407e-02, 1.3077e-03, 1.8376e-03,\n", - " -1.4098e-02, -1.1846e-02, 3.0422e-03, 7.8340e-04, -1.4110e-02,\n", - " -5.7865e-03, 7.3423e-03, -1.6795e-02, 1.0950e-02, 4.3909e-03,\n", - " -5.0929e-03, 9.1166e-03, -1.7297e-03, -1.9169e-02, 2.4700e-03,\n", - " 1.3206e-02, -1.1559e-02, 1.5573e-02, 4.4693e-03, -2.1554e-02,\n", - " -1.1622e-03, 3.1767e-02, -1.2162e-02, 1.9128e-02, -1.1803e-02,\n", - " -1.3094e-02, 5.4059e-03, 7.5256e-03, -1.6706e-02, -1.1175e-02,\n", - " -4.4886e-03, 1.4461e-02, 3.4438e-03, 9.9061e-03, 8.4570e-04,\n", - " 1.9486e-02, 3.8481e-02, 9.9091e-02, -2.4139e-02, -9.7038e-02,\n", - " -3.3826e-02, -3.3439e-02, -3.8285e-02, 6.5657e-04, 2.4252e-02,\n", - " 2.7905e-02, 4.6977e-02, 2.3067e-02, 2.7335e-02, -5.9164e-02,\n", - " -6.4442e-02, -4.4503e-03, 7.3550e-02, -4.8044e-02, 4.7179e-02,\n", - " -3.5068e-02, -4.0177e-02, 1.5314e-02, -8.2233e-02, 4.5723e-02,\n", - " 8.6006e-03, 4.9618e-02, -6.0083e-02, 3.9260e-02, 4.6941e-02,\n", - " 1.1487e-02, -6.8596e-04, 6.7348e-02, 3.8878e-03, -1.7259e-02,\n", - " -2.5339e-03, -1.9751e-02, -2.8448e-02, -2.1539e-02, 3.1264e-02,\n", - " 2.1124e-02, -9.9252e-02, -8.6726e-02, 7.3809e-02, -3.9516e-02,\n", - " 1.6235e-02, 9.7411e-03, 3.6163e-03, -1.9727e-01, -2.6426e-02,\n", - " -9.6442e-05, 1.4349e-02, 3.1493e-02, -7.2925e-02, 4.3886e-02,\n", - " 1.9985e-02, -1.1151e-02, -4.1782e-02, 1.3295e-02, 3.4542e-03,\n", - " 1.5359e-02, -1.3519e-02, -3.0768e-02, -1.7065e-02, 6.0770e-02,\n", - " 1.6969e-02, -3.4620e-02, 9.7652e-05, 3.1085e-02, -1.5965e-02,\n", - " -2.1539e-02, -2.1644e-03, 2.8960e-02, -3.5984e-02, -8.1342e-03,\n", - " 3.6057e-02, -2.2793e-02, -1.9672e-02, -2.9090e-02, 3.5431e-02,\n", - " -2.3624e-02, -9.6392e-03, -2.4987e-02, -3.2483e-02, 3.2631e-02,\n", - " -6.9994e-02, 1.6960e-02, -3.1684e-02, -1.4028e-02, 5.0004e-02,\n", - " 5.2704e-02, -5.6163e-03, -9.7454e-03, -4.7823e-02, -1.6916e-02,\n", - " -2.1259e-02, -8.5757e-03, -4.2572e-02, -2.9214e-03, 1.4578e-02,\n", - " 1.9161e-02, 1.6954e-02, -3.7599e-02, 4.0396e-02, 2.0699e-02,\n", - " 3.0644e-02, 2.1945e-02, 2.6928e-02, 5.2830e-02, -9.6082e-04,\n", - " 4.2918e-02, -3.0401e-02, 4.6748e-02, 1.2633e-02, 3.3743e-02,\n", - " -1.4838e-02, -3.7299e-02, 2.0423e-02, 6.5335e-03, 4.3908e-02,\n", - " -7.2701e-03, 6.1146e-02, 2.8096e-02, -1.9686e-02, 5.1363e-02,\n", - " -1.7497e-02, -2.7402e-02, 1.2646e-02, -2.5128e-02, 2.5269e-02,\n", - " -2.4496e-02, 1.3720e-02, -3.4153e-02, 5.2877e-03, 5.9039e-02,\n", - " -7.3023e-03, -1.8562e-02, -3.6161e-03, -2.5558e-03, -1.0382e-02,\n", - " 5.5941e-02, -2.4566e-02, 2.9792e-02, -4.0358e-02, -1.0486e-02,\n", - " 3.4425e-03, 6.0001e-03, -4.6787e-03, -5.0171e-02, 6.4381e-03,\n", - " -1.4076e-02, -3.0895e-02, 4.9267e-02, -5.0866e-02, 3.2958e-03,\n", - " -2.1283e-02, -7.9040e-03, 1.0174e-02, 1.3314e-02, 1.3966e-02,\n", - " 9.6302e-03, -4.4003e-03, -3.7195e-02, -7.4637e-03, 1.1603e-03,\n", - " 6.8127e-04, -1.9699e-03, 1.1896e-02, -4.0133e-02, -5.4193e-02,\n", - " 9.1656e-03, 1.3773e-02, -5.1475e-02, -3.5159e-02, 8.0911e-04,\n", - " -3.8187e-02, 1.3997e-02, 7.6987e-03, 1.3982e-02, 8.5182e-03,\n", - " -2.8218e-02, -4.7071e-03, 3.9844e-02, 4.7860e-02, -1.5567e-02,\n", - " -5.1113e-02, 1.1397e-02, -1.0460e-03, 5.3374e-03, -1.3183e-02,\n", - " -1.5196e-02, -2.8377e-02, -1.1370e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.1682e-03, 1.7114e-02, -4.2015e-02, 1.6053e-02, 5.5206e-03,\n", - " 1.2398e-02, -3.8857e-02, 1.4218e-02, -3.8436e-02, -6.0461e-03,\n", - " 1.0518e-02, -3.8008e-03, 8.2730e-02, -5.0253e-02, -8.2319e-04,\n", - " 2.4500e-02, 5.7962e-02, 3.3557e-03, -9.2857e-03, -6.1569e-02,\n", - " -5.5369e-02, 1.9957e-02, -4.9295e-02, -4.3256e-02, 6.3680e-02,\n", - " -2.3462e-02, -6.5460e-02, 3.4453e-02, 9.1169e-03, -8.7127e-03,\n", - " 4.7004e-02, 1.4008e-02, -3.1792e-02, -1.3126e-02, -3.9164e-02,\n", - " 2.7636e-02, 5.5070e-02, -2.7689e-02, -2.7070e-02, -3.2774e-02,\n", - " -7.6846e-03, -9.7446e-03, 1.6454e-02, -4.1827e-02, 5.5575e-02,\n", - " -1.6922e-02, -2.9155e-03, 1.5373e-02, -5.8613e-03, -3.9867e-02,\n", - " 4.6919e-02, -1.6579e-02, -4.0867e-02, 5.2290e-02, 3.4847e-02,\n", - " 1.5470e-03, -2.7618e-02, -2.9590e-02, 6.1422e-03, -2.7016e-02,\n", - " 1.6940e-02, -1.0369e-02, 6.8363e-02, 9.7362e-03, -3.3459e-02,\n", - " -3.2050e-02, 1.2753e-03, 2.7524e-03, -3.2036e-02, 6.7715e-03,\n", - " 2.6514e-02, 2.9657e-03, 4.8196e-02, 3.4548e-02, -3.8673e-02,\n", - " 5.6559e-02, 5.6114e-02, -4.8309e-02, -6.2433e-02, -5.6554e-02,\n", - " 4.0897e-02, -1.7625e-02, -4.7130e-03, 4.2180e-02, 1.1039e-02,\n", - " -3.6266e-02, 2.5142e-02, -1.9122e-02, -2.0149e-02, 8.4182e-03,\n", - " -1.3079e-05, -2.8475e-02, -9.6176e-02, 4.8103e-02, 3.7304e-02,\n", - " 5.2388e-02, -3.2020e-02, 6.4328e-02, 1.7857e-02, 1.6639e-02,\n", - " -4.3483e-03, -3.0825e-02, -2.0179e-02, 3.0173e-02, -2.3613e-02,\n", - " 4.5759e-02, 1.8435e-03, -4.2385e-03, -2.3589e-02, -4.4164e-03,\n", - " -2.7010e-02, 1.5851e-02, -4.7079e-03, 1.6420e-02, -2.9377e-03,\n", - " 3.5449e-03, 5.0146e-03, 4.6836e-03, 2.8388e-03, -6.0080e-02,\n", - " -2.6699e-02, 8.6528e-02, 4.0314e-02, -5.0816e-02, -4.7188e-03,\n", - " 1.1102e-02, 3.1771e-02, -1.1086e-02, 2.1349e-02, 9.0097e-02,\n", - " 3.4234e-02, -2.9395e-02, -3.0610e-02, -5.1744e-02, -8.0754e-03,\n", - " 4.1233e-03, 1.4154e-02, -4.3715e-02, -1.7355e-02, 1.7755e-02,\n", - " 1.0515e-02, 5.0384e-02, -1.9795e-02, 1.1612e-02, -3.7271e-02,\n", - " 1.3389e-01, 3.3547e-02, 2.6917e-02, -4.6109e-02, -1.1315e-02,\n", - " -2.7259e-02, 1.1133e-02, -4.9370e-02, -1.4128e-02, 1.1872e-02,\n", - " -5.9913e-03, -6.5252e-03, -3.8546e-02, -3.7109e-02, -8.6873e-02,\n", - " -3.3686e-02, 1.5210e-03, 6.3231e-02, 2.8907e-02, -6.3891e-03,\n", - " -5.4834e-04, -3.3196e-02, 2.4233e-02, 1.5306e-01, 3.0672e-02,\n", - " -3.1392e-03, 1.4098e-02, -6.6130e-03, -3.5590e-02, -7.7817e-03,\n", - " 4.9158e-02, 1.5956e-02, -8.0133e-03, 5.5164e-02, -2.9539e-02,\n", - " -4.6426e-02, 4.6241e-04, 3.0254e-02, -4.0120e-02, -2.2454e-02,\n", - " 4.9335e-03, -3.5825e-02, -2.7740e-02, -4.1184e-02, -2.9709e-02,\n", - " 2.1167e-03, 3.2749e-02, -2.2323e-02, 3.5149e-02, 3.4116e-02,\n", - " -9.0082e-03, -2.1678e-02, -8.2497e-02, -3.8836e-02, 6.7183e-02,\n", - " 2.1283e-02, -7.4868e-02, -8.0474e-02, -7.0232e-02, -1.8266e-02,\n", - " -2.0561e-02, 2.8734e-02, -5.1589e-03, -1.0798e-02, 1.0718e-02,\n", - " -2.7628e-02, 3.4584e-02, 8.4294e-03, -5.4839e-02, -1.4621e-02,\n", - " 1.4274e-02, 1.5077e-02, 1.6358e-02, -1.0799e-01, 1.1274e-02,\n", - " 1.1935e-02, -9.7102e-03, -1.8987e-02, -6.8955e-04, -1.1655e-02,\n", - " -7.2401e-02, -2.4874e-02, 3.7058e-02, -1.0190e-02, 6.4350e-03,\n", - " -1.0554e-02, 1.3634e-02, -8.2221e-03, -4.4436e-04, -1.3850e-02,\n", - " -1.8811e-02, -3.4738e-02, 1.6779e-02, -2.0118e-02, 2.8015e-02,\n", - " -3.8576e-02, -3.5006e-02, 3.8499e-02, 1.1061e-02, 2.1659e-02,\n", - " 4.6896e-02, -6.4043e-02, -4.0181e-02, 3.0323e-02, 5.2757e-02,\n", - " -1.6273e-02, -4.4431e-02, 3.5344e-03, 5.8617e-03, -3.7496e-02,\n", - " -1.3260e-02, 1.2962e-02, 3.3633e-02, 2.0514e-02, 2.9042e-02,\n", - " 6.5698e-02, 1.7114e-02, -2.4795e-02, 4.6406e-02, -2.2783e-02,\n", - " -9.2694e-03, -4.6409e-03, 4.6949e-03, -1.7340e-03, 1.5204e-02,\n", - " -2.3004e-02, 9.0549e-03, 1.7093e-02, -7.4114e-03, 1.9042e-02,\n", - " -4.9026e-02, 9.2374e-03, 4.9461e-02, 3.9991e-02, 2.5957e-02,\n", - " -2.0101e-02, -2.7718e-02, -1.8323e-02, 2.7152e-02, 3.2198e-02,\n", - " -2.2927e-02, -1.3495e-02, -2.3995e-02, 2.1570e-02, 6.2473e-03,\n", - " -2.8982e-02, -8.1428e-03, 2.6270e-02, 7.7120e-03, -3.9417e-03,\n", - " -1.5246e-02, -4.2089e-02, -1.4875e-02, -1.1772e-02, -4.2774e-02,\n", - " 8.4955e-03, 3.2453e-02, 1.4093e-02, -1.0339e-02, -1.0089e-01,\n", - " -2.9378e-02, 1.9868e-02, 1.2488e-02, 7.7098e-01, -3.6843e-02,\n", - " -8.9806e-03, -7.0643e-02, 1.3369e-03, -4.8791e-03, -1.0563e-02,\n", - " 5.4610e-02, -1.7021e-02, -4.3901e-02, -1.2548e-02, -6.0630e-02,\n", - " -3.3152e-03, -2.7704e-02, -3.9000e-03, 4.4677e-02, 3.6807e-02,\n", - " -4.9541e-02, -8.3243e-02, 2.9820e-02, -1.8492e-02, -3.1563e-02,\n", - " 4.9943e-02, -1.1526e-01, 1.5800e-02, -1.6477e-02, 3.9237e-02,\n", - " -1.4192e-02, 1.2691e-02, -8.3672e-03, 1.2062e-02, 6.5407e-03,\n", - " 1.4067e-02, -3.1209e-02, -5.7199e-02, 8.9149e-03, -7.3249e-03,\n", - " 1.2709e-02, -3.5957e-02, -1.0621e-02, 3.9266e-03, 1.6087e-02,\n", - " 2.7056e-02, -2.3173e-02, 1.5635e-02, -1.0932e-01, 9.6848e-03,\n", - " 8.9795e-03, -4.7885e-04, 2.6287e-02, -1.2130e-02, -4.7840e-02,\n", - " 2.0046e-02, -3.0903e-02, -1.0573e-02, -7.2084e-03, -3.0420e-02,\n", - " 2.7998e-02, -5.8862e-02, -6.1368e-02, -2.4216e-02, 6.6708e-04,\n", - " 9.5837e-03, 2.6924e-02, -3.4168e-02, 1.9817e-02, -9.9940e-03,\n", - " 1.3309e-02, 1.3638e-02, 2.4425e-02, 3.8465e-02, -1.1371e-02,\n", - " 2.7942e-03, 6.7753e-02, -4.4799e-02, 5.5291e-02, -1.3437e-02,\n", - " 3.7427e-02, 2.1493e-02, -2.4881e-02, 1.8626e-02, -5.3888e-02,\n", - " 1.6360e-02, -5.5693e-02, 2.6934e-03, -4.5277e-02, -2.2150e-02,\n", - " 2.5483e-04, 3.1951e-02, 4.5933e-02, 9.5242e-03, 1.4755e-02,\n", - " 4.2360e-02, 2.9505e-02, -2.4884e-04, 1.8976e-02, -7.2258e-04,\n", - " 2.7788e-02, 2.6093e-03, -2.8107e-02, 6.7490e-03, 1.4593e-02,\n", - " 2.2327e-02, 2.0749e-02, 1.4687e-02, 2.1493e-02, -4.4640e-02,\n", - " 7.4014e-03, -1.7118e-02, 9.2634e-03, 2.4693e-02, -9.2049e-02,\n", - " 4.3137e-02, 7.4969e-02, -1.8536e-02, 3.1674e-03, 5.6374e-02,\n", - " -3.6609e-02, -2.7793e-02, -4.3964e-02, 1.0216e-02, -7.7068e-02,\n", - " 3.0970e-02, 1.3029e-02, 2.6630e-02, 2.2237e-03, -1.6537e-02,\n", - " -7.8433e-03, 1.4893e-02, 2.9358e-02, -1.1506e-03, -5.3644e-02,\n", - " 3.1352e-02, -8.0870e-03, 1.1797e-02, 5.6196e-02, 1.7432e-02,\n", - " 2.2682e-02, 1.5330e-02, -1.1635e-02, 4.0101e-02, 4.0584e-02,\n", - " -1.1991e-02, 1.6056e-02, -7.2015e-03, -8.0303e-03, 6.2807e-03,\n", - " 3.1724e-02, 1.9677e-02, -2.9623e-02, -1.4072e-02, 1.0977e-02,\n", - " -1.4972e-02, 6.0567e-02, -2.8509e-03, -2.0423e-03, 5.8838e-02,\n", - " -3.3562e-02, 3.6676e-03, 2.8724e-02, -1.9033e-02, 6.8902e-02,\n", - " -6.5260e-03, 1.8910e-03, 2.7656e-03, 3.5710e-02, -5.5687e-03,\n", - " 7.8519e-03, -4.1717e-02, -3.0686e-02, 4.2375e-02, -9.7851e-03,\n", - " 7.3940e-03, -3.8911e-02, 7.7958e-02, -2.5988e-02, 1.9308e-02,\n", - " -2.2991e-02, -2.5093e-02, -2.9440e-02, 4.0855e-02, -6.5005e-02,\n", - " -6.2882e-03, 6.1573e-03, -6.8227e-02, 1.4109e-02, 1.3023e-02,\n", - " 1.6193e-02, -9.5492e-02, 1.5198e-02, -9.3613e-03, -9.9091e-03,\n", - " 3.4840e-03, -1.9381e-02, 1.2621e-02, -5.0171e-02, 2.3001e-02,\n", - " -1.6324e-02, -2.5441e-02, 2.8297e-03, 1.5764e-02, -1.5365e-02,\n", - " -1.5662e-02, -1.8545e-03, 4.0569e-02, -4.1929e-04, 2.0080e-02,\n", - " -5.0738e-02, 4.6124e-03, -8.1230e-03, 5.0966e-03, -3.7572e-03,\n", - " -1.9588e-03, -3.9027e-02, 1.2982e-02, 2.2939e-02, -1.5006e-02,\n", - " 3.7945e-02, -1.8364e-03, -2.4612e-02, -1.2717e-02, -2.2951e-02,\n", - " 5.1928e-02, 1.7221e-02, -2.6606e-02, -4.3459e-02, 1.2560e-03,\n", - " -5.3281e-03, -3.0199e-02, -3.0200e-02, 8.2619e-03, 7.7825e-03,\n", - " 6.4386e-03, 1.4919e-02, 2.4662e-02, -1.2005e-02, 4.0691e-03,\n", - " 7.7119e-02, 4.4028e-02, 1.5916e-02, 4.2260e-03, -1.1859e-02,\n", - " 3.2299e-03, 8.5370e-02, 2.7066e-02, 9.1669e-04, 3.0488e-02,\n", - " 1.3043e-02, 1.4187e-02, 2.9486e-02, -1.9860e-02, 3.0017e-03,\n", - " -8.5086e-03, 2.2925e-02, 2.0662e-02, 2.3246e-02, -2.9678e-02,\n", - " -1.9658e-02, -4.7315e-03, 3.9793e-02, -3.3063e-03, 2.0819e-02,\n", - " -4.4485e-03, 4.0174e-02, 5.2218e-02, 6.9539e-02, 2.0808e-02,\n", - " -7.1788e-04, 2.0165e-02, -3.9593e-03, -6.8602e-03, 3.0855e-02,\n", - " 1.8093e-02, 3.2323e-03, -2.3715e-02, -2.1794e-02, 3.4128e-02,\n", - " 5.0360e-03, -6.9567e-02, 1.2807e-03, 4.1413e-02, 3.7234e-02,\n", - " -2.8687e-02, 1.5472e-02, -1.0079e-02, 1.5805e-02, 3.2067e-02,\n", - " 2.0517e-02, -1.6954e-02, 2.5452e-02, -2.3129e-02, -2.0042e-02,\n", - " 1.0423e-03, 1.0297e-02, 4.1556e-02, 3.2037e-03, -4.5724e-02,\n", - " -1.0613e-01, -2.3897e-02, 7.8736e-02, -2.8805e-03, 5.3093e-02,\n", - " -2.8744e-02, 5.6858e-02, 1.9942e-02, -5.1347e-02, -2.1814e-02,\n", - " 2.7876e-02, 1.9576e-02, -2.7549e-03, 4.3529e-02, 2.5382e-02,\n", - " -3.5662e-02, -4.9739e-03, -2.3017e-03, -2.2178e-02, -1.7660e-02,\n", - " -1.2280e-02, -2.8503e-02, -4.2838e-02, -5.3207e-03, -5.7340e-03,\n", - " -7.2650e-02, -6.3663e-02, 6.2727e-02, -3.6177e-02, -1.0716e-02,\n", - " 2.4669e-02, 3.9913e-03, 4.5764e-03, -6.9569e-02, 2.2785e-02,\n", - " 6.8501e-03, -3.5266e-02, 1.4130e-02, -9.0566e-02, 3.9843e-02,\n", - " -2.5987e-02, 8.2436e-03, -1.0220e-03, 7.9474e-02, 2.7852e-02,\n", - " 1.4907e-02, -1.5561e-02, -1.7826e-02, 5.6604e-02, -3.2992e-03,\n", - " -3.6688e-02, 4.7317e-02, 1.1485e-02, 2.1713e-02, 4.6875e-02,\n", - " -5.2991e-02, 6.2451e-03, -3.1465e-02, 3.8005e-02, -2.4841e-02,\n", - " -9.0695e-03, -1.8962e-02, 8.2102e-04, -3.1322e-02, 1.3349e-02,\n", - " -1.0046e-01, -3.7687e-02, 2.1363e-02, -1.2040e-03, 9.1451e-03,\n", - " -6.2732e-03, -3.2279e-02, -1.7498e-02, 1.1292e-02, 1.7507e-02,\n", - " -2.7286e-02, 6.2036e-03, -7.6828e-03, 6.8884e-03, 1.6963e-02,\n", - " 5.0557e-02, -6.4522e-02, -1.3841e-02, 1.7596e-02, 8.6085e-03,\n", - " -4.0150e-03, -2.7613e-02, 2.3232e-03, 1.0174e-02, 3.8290e-02,\n", - " -2.0112e-02, 4.1124e-03, -2.4282e-02, 2.4002e-02, -9.4768e-03,\n", - " -1.5401e-02, -1.1369e-02, 2.4107e-02, -3.0493e-02, -3.2196e-02,\n", - " -3.5803e-02, -2.0168e-02, 4.1227e-03, 3.2780e-02, 1.7654e-03,\n", - " 8.1757e-02, 1.3525e-03, 1.5755e-02, 3.1696e-02, 1.3814e-02,\n", - " -9.7093e-03, -2.1376e-02, -6.8283e-04, 6.2189e-03, -6.9530e-03,\n", - " 3.1356e-02, -2.8537e-02, -4.5527e-02, 1.0553e-02, 5.1624e-02,\n", - " 5.2369e-03, 5.6613e-02, -2.8112e-03, 4.5844e-02, 7.0298e-03,\n", - " -1.5992e-04, -1.6816e-02, -4.1234e-02, -2.1367e-02, -3.2719e-02,\n", - " 2.4947e-02, -3.2470e-02, -4.0703e-03, 7.9693e-03, -2.4743e-02,\n", - " 2.6615e-03, -4.5772e-02, -2.0880e-03, 3.5623e-02, 2.2286e-03,\n", - " -5.1267e-02, -3.4819e-02, -5.5968e-02, 5.3673e-04, 8.1907e-03,\n", - " -2.1552e-02, -1.4526e-02, -2.4518e-02, -6.6262e-03, 5.4865e-02,\n", - " 1.8691e-02, 4.2113e-02, 1.6093e-03, 3.8698e-02, 6.7356e-03,\n", - " -4.2735e-02, 1.5142e-02, -2.1660e-02, -1.7004e-02, 4.0723e-02,\n", - " -5.1226e-03, -5.1371e-03, -2.3706e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8908, 0.8788, 0.8164, 0.8048, 0.9654, 0.8963, 0.8816, 0.8757, 0.8651,\n", - " 0.8503, 0.7664, 0.7568, 0.7937, 0.7722, 0.8678, 0.8452, 0.7927, 0.7914,\n", - " 0.9183, 0.8864, 0.9019, 0.8231, 0.8737, 0.9217, 0.7941, 0.9489, 0.7704,\n", - " 0.8952, 0.8165, 0.8367, 0.8928, 0.7792, 0.9094, 0.8905, 0.8767, 0.8622,\n", - " 0.9040, 0.8477, 0.8894, 0.9514, 0.8804, 0.9021, 0.9087, 0.8814, 0.8505,\n", - " 0.8007, 0.9343, 0.8689, 0.9156, 0.8826, 0.8891, 0.8573, 0.9496, 0.7666,\n", - " 0.8615, 0.7722, 0.8453, 0.7536, 0.8582, 0.7698, 0.8772, 0.7749, 0.6608,\n", - " 0.8216, 0.8478, 0.8528, 0.8442, 0.8817, 0.8462, 0.9146, 0.9024, 0.9180,\n", - " 0.8691, 0.7560, 0.9035, 0.7610, 0.8606, 0.7004, 0.7597, 0.8067, 0.8652,\n", - " 0.9091, 0.9170, 0.8574, 0.7027, 0.8067, 0.8134, 0.8344, 0.8666, 0.9005,\n", - " 0.8231, 0.8854, 1.0371, 0.8027, 0.8288, 0.7859, 0.6780, 0.8018, 0.8596,\n", - " 0.8926, 0.9100, 0.9256, 0.8634, 0.8238, 0.7748, 0.6194, 0.8344, 0.8917,\n", - " 0.8711, 0.7706, 0.8724, 0.8399, 0.7956, 0.8823, 0.8686, 0.7918, 0.8294,\n", - " 0.8789, 0.8905, 0.8331, 0.8492, 0.7266, 0.8159, 0.7940, 0.6938, 0.8148,\n", - " 0.8577, 0.7830, 0.8516, 0.8245, 0.8907, 0.8240, 0.6747, 0.8707, 0.8536,\n", - " 0.8959, 0.8640, 0.7483, 0.8731, 0.6711, 0.9239, 0.9064, 0.8956, 0.9171,\n", - " 0.8029, 0.8463, 0.8880, 0.8416, 0.8722, 0.8806, 0.7999, 0.8578, 0.7188,\n", - " 0.8973, 0.8984, 0.8117, 0.8624, 0.8186, 0.8781, 0.6559, 0.8868, 0.8851,\n", - " 0.7878, 0.9152, 0.8266, 0.9007, 0.8710, 0.7917, 0.8624, 0.8765, 0.8728,\n", - " 0.8460, 0.7989, 0.8973, 0.9258, 0.8109, 0.7471, 0.8387, 0.8069, 0.8431,\n", - " 0.8429, 0.8901, 0.8488, 0.8992, 0.8999, 0.8551, 0.9280, 0.8629, 0.8911,\n", - " 0.8487, 0.8864, 0.9773, 0.9304, 0.8316, 0.8771, 0.8801, 0.8869, 0.8117,\n", - " 0.8275, 0.7544, 0.8871, 0.8603, 0.6859, 0.7912, 0.8320, 0.8471, 0.8507,\n", - " 0.7920, 0.8711, 0.8214, 0.7989, 0.8993, 0.8374, 0.8499, 0.8509, 0.6132,\n", - " 0.6951, 0.9149, 0.7354, 0.8341, 0.8751, 0.8963, 0.8635, 0.7770, 0.8539,\n", - " 0.7097, 0.7930, 0.8162, 0.8697, 0.9053, 0.8251, 0.8822, 0.8428, 0.8770,\n", - " 0.8609, 0.8360, 0.8552, 0.7617, 0.8873, 0.7741, 0.8112, 0.8678, 0.8439,\n", - " 0.7749, 0.7968, 0.6860, 0.7877, 0.8312, 0.8163, 0.7448, 0.8139, 0.9919,\n", - " 0.8192, 0.8435, 0.8946, 0.8531, 0.8369, 0.8194, 0.7870, 0.8148, 0.8991,\n", - " 0.8371, 0.8928, 0.8408, 0.7998, 0.7640, 0.8475, 0.8149, 0.8343, 0.9014,\n", - " 0.8460, 0.8532, 0.8335, 0.8171, 0.8946, 0.8827, 0.7228, 0.8371, 0.8271,\n", - " 0.8711, 0.7799, 0.8890, 0.8948, 0.7150, 0.8847, 0.7962, 0.8817, 0.9214,\n", - " 0.8282, 0.8916, 0.8238, 0.7211, 0.8743, 0.8313, 0.8848, 0.7219, 0.6998,\n", - " 0.9251, 0.8599, 0.8724, 0.9042, 0.8620, 0.8663, 0.8632, 1.0249, 0.8289,\n", - " 0.8143, 0.9038, 1.3370, 0.8474, 0.7927, 0.6685, 0.8016, 0.8646, 0.8719,\n", - " 0.8014, 0.8917, 0.8774, 0.8691, 0.6290, 0.8708, 0.8092, 0.8343, 0.8830,\n", - " 0.8786, 0.8668, 0.7881, 0.8862, 0.8787, 0.8580, 0.7634, 0.6533, 0.8373,\n", - " 0.9250, 0.9081, 0.8397, 0.8398, 0.8995, 0.8849, 0.8411, 0.7698, 0.9235,\n", - " 0.7673, 0.8548, 0.7791, 0.6511, 0.9051, 0.8719, 0.8421, 0.9104, 0.8582,\n", - " 0.8966, 0.8828, 0.6337, 0.8788, 0.8649, 0.8321, 0.8038, 0.8214, 0.8364,\n", - " 0.8936, 0.8064, 0.8134, 0.8003, 0.8533, 0.8695, 0.7749, 0.8725, 0.8836,\n", - " 0.8074, 0.8631, 0.8339, 0.9178, 0.8650, 0.8996, 0.9094, 0.8760, 0.8360,\n", - " 0.8272, 0.9241, 0.8695, 3.3955, 0.8705, 0.9307, 0.8362, 0.8600, 0.8674,\n", - " 0.9013, 0.8620, 0.8814, 0.8066, 0.8540, 0.8729, 0.8042, 0.8855, 0.8820,\n", - " 0.8643, 0.8228, 0.8592, 0.9016, 0.8140, 0.7394, 0.7688, 0.8432, 0.7460,\n", - " 0.8320, 0.8900, 0.8326, 0.8837, 0.8803, 0.8304, 0.8520, 0.8970, 0.8736,\n", - " 0.8414, 0.7892, 0.8245, 0.8396, 0.8649, 0.7499, 0.8315, 0.7823, 0.8751,\n", - " 0.7950, 0.8506, 0.8596, 0.8398, 0.8522, 0.8790, 0.7818, 0.8682, 0.8193,\n", - " 0.8768, 0.7926, 0.8768, 0.9270, 0.8686, 0.8125, 0.8756, 0.8695, 0.8302,\n", - " 0.8992, 0.8179, 0.6337, 0.8627, 0.8705, 0.9479, 0.8082, 0.8865, 0.8142,\n", - " 0.8899, 0.8872, 0.9221, 0.8657, 0.9245, 0.8903, 0.8326, 0.8639, 0.7905,\n", - " 0.8835, 0.8553, 0.7531, 0.8894, 0.8985, 0.8819, 0.7673, 0.7294, 0.8140,\n", - " 0.7866, 0.8018, 0.9243, 0.7718, 0.8411, 0.8732, 0.7769, 0.8354, 0.8183,\n", - " 0.8826, 0.8527, 0.8261, 0.8701, 0.8735, 0.6823, 0.8464, 0.8214, 0.8574,\n", - " 0.8139, 0.8448, 0.8107, 0.8711, 0.8859, 0.8486, 0.8124, 0.9055, 0.8704,\n", - " 0.8226, 0.6548, 0.7979, 0.8874, 0.8145, 0.7870, 0.8673, 0.7866, 0.8187,\n", - " 0.7935, 0.8874, 0.8211, 0.8397, 0.8894, 0.8631, 0.7687, 0.7802, 0.8299,\n", - " 0.8466, 0.8492, 0.8821, 0.8843, 0.6359, 0.9250, 0.8460, 0.8857, 0.7897,\n", - " 0.9135, 0.8448, 0.8255, 0.8548, 0.8158, 0.8644, 0.8687, 0.7091, 0.8403,\n", - " 0.7895, 0.8971, 0.8605, 0.8955, 0.7915, 0.8699, 0.8484, 0.7965, 0.9194,\n", - " 0.7932, 0.7071, 0.8655, 0.8113, 0.8930, 0.9162, 0.8680, 0.8283, 0.8483,\n", - " 0.8693, 0.8951, 0.7679, 0.8522, 0.8959, 0.8939, 0.8475, 0.8574, 0.7872,\n", - " 0.8984, 0.8715, 0.8784, 0.8214, 0.8416, 0.9117, 0.8196, 0.8597, 0.7963,\n", - " 0.8704, 0.8504, 0.8727, 0.8340, 0.8597, 0.8509, 0.6890, 0.8435, 0.8476,\n", - " 0.8708, 0.6328, 0.9185, 0.8723, 0.8200, 0.8756, 0.8918, 0.8217, 0.8699,\n", - " 0.8485, 0.9967, 0.8811, 0.7856, 0.8631, 0.8897, 0.8498, 0.9262, 0.8388,\n", - " 0.7901, 0.8331, 0.8688, 0.8569, 0.8537, 0.8365, 0.8182, 0.8942, 0.8866,\n", - " 0.8463, 0.8869, 0.8394, 0.9231, 0.7984, 0.8740, 0.8726, 0.8353, 0.7919,\n", - " 0.8872, 0.7689, 0.6218, 0.8400, 0.7966, 0.9079, 0.8769, 0.7981, 0.7941,\n", - " 0.8575, 0.8995, 0.8624, 0.8585, 0.8805, 0.9133, 0.8333, 0.8086, 0.9206,\n", - " 0.8325, 0.7797, 0.8181, 0.8854, 0.8561, 0.8234, 0.8734, 0.8858, 0.7785,\n", - " 0.8895, 0.8619, 0.8108, 0.8599, 0.7322, 0.8980, 0.8275, 0.8324, 0.8470,\n", - " 0.8063, 0.8376, 0.9021, 0.8721, 0.8379, 0.8141, 0.6811, 0.8273, 0.7728,\n", - " 0.8397, 0.8688, 0.8014, 0.8723, 0.9012, 0.8971, 0.9158, 0.8628, 0.8225,\n", - " 0.8963, 0.8268, 0.8531, 0.7969, 0.6276, 0.8526, 0.8314, 0.8010, 0.8807,\n", - " 0.8678, 0.8879, 0.8922, 0.9053, 0.8772, 0.8971, 0.8988, 0.8562, 0.8525,\n", - " 0.8877, 0.8507, 0.7839, 0.8583, 0.8941, 0.8664, 0.8485, 0.8495, 0.8426,\n", - " 0.8950, 0.8668, 0.8842, 0.8485, 0.7265, 0.8237, 0.6463, 0.9183, 0.8831,\n", - " 0.8201, 0.8409, 0.8950, 0.7923, 0.8142, 0.8448, 0.8879, 0.8663, 0.7791,\n", - " 0.8568, 0.8015, 0.8253, 0.8048, 0.9013, 0.8313, 0.8361, 0.8892, 0.8230,\n", - " 0.7587, 0.8609, 0.8843, 0.8487, 0.8526, 0.8886, 0.8225, 0.8283, 0.8455,\n", - " 0.8859, 0.8674, 0.8982, 0.8950, 0.9144, 0.8502, 0.8186, 0.8886, 0.8253,\n", - " 0.8982, 0.7530, 0.8619, 0.8681, 0.9076, 0.8465, 0.7898, 0.8664, 0.8131,\n", - " 0.8316, 0.8657, 0.8760, 0.9139, 0.8908, 0.8030, 0.8493, 0.8637, 0.7874,\n", - " 0.8309, 0.8933, 0.8474, 0.7458, 0.8771, 0.8393, 0.8172, 0.8739, 0.8716,\n", - " 0.7530, 0.8105, 0.9045], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.8413e-02, -1.4685e-02, 9.7925e-02, -2.3285e-01, 2.7856e-01,\n", - " -9.1128e-02, 8.8250e-02, 1.3665e-01, -2.8131e-02, -1.0412e-01,\n", - " -1.0079e-01, 7.0019e-02, -6.4326e-02, 8.9503e-02, -4.9994e-02,\n", - " 8.9974e-02, -2.7961e-02, 7.5033e-03, -8.2368e-02, 8.2457e-02,\n", - " 2.0410e-01, -1.3862e-01, 8.6699e-02, 4.0604e-01, -4.0876e-02,\n", - " 1.9091e-01, 1.2762e-01, -1.3673e-01, -2.1507e-01, 2.0646e-04,\n", - " -4.1168e-03, 3.3988e-02, 1.4856e-01, -1.5327e-01, 6.1553e-02,\n", - " -3.2388e-02, -2.4307e-01, 1.2527e-01, 1.5861e-01, -2.6779e-01,\n", - " -1.2452e-01, -8.5194e-02, 7.9765e-02, 1.0477e-01, -5.1023e-02,\n", - " -1.9498e-01, -1.9637e-02, -9.9008e-02, -2.9685e-02, -1.3916e-02,\n", - " -1.6059e-01, -1.0926e-01, 1.9204e-01, -3.1858e-01, 5.9194e-02,\n", - " 6.8880e-02, 5.2595e-02, -1.8563e-01, -3.1860e-02, -1.3400e-03,\n", - " -8.5109e-02, 1.1847e-01, -1.0633e-01, -1.0766e-01, -2.0041e-02,\n", - " 1.0122e-01, -9.5441e-02, -2.5757e-02, -2.1580e-02, -1.7249e-01,\n", - " -1.9299e-01, 6.0964e-02, -1.0986e-01, -1.3449e-01, 7.8948e-02,\n", - " -4.2720e-02, -1.0930e-01, 1.0152e-01, 1.5338e-02, 4.7844e-02,\n", - " -6.2282e-02, 1.5118e-02, 1.0789e-01, 1.5356e-01, -4.9561e-02,\n", - " -2.2780e-01, -9.9362e-04, -4.3155e-02, -4.5890e-02, 4.2127e-02,\n", - " -8.4693e-02, -2.2918e-01, 6.2738e-01, -6.6771e-02, 9.6695e-02,\n", - " -1.0027e-01, 2.3973e-01, -1.1050e-01, -5.8350e-02, -8.1114e-02,\n", - " 1.7023e-02, 7.5210e-02, -2.6273e-02, -5.0015e-02, 4.9011e-02,\n", - " 6.9222e-03, -8.5743e-02, -1.1984e-01, -8.1934e-02, -2.8638e-02,\n", - " -1.6781e-01, -8.9566e-03, -2.9742e-01, -1.1436e-01, -2.5355e-02,\n", - " 1.9245e-02, 3.0905e-02, -1.3231e-02, -1.7387e-01, 9.1912e-02,\n", - " -9.6294e-02, -1.4875e-01, -6.4018e-02, 6.9584e-02, 1.2863e-01,\n", - " -2.5615e-01, -6.9177e-02, 2.2179e-01, -1.2918e-01, -3.0907e-02,\n", - " -1.0416e-01, 1.4877e-01, -1.5592e-01, -1.0273e-01, -8.2931e-02,\n", - " -7.2520e-02, 3.3927e-03, 8.0055e-02, -1.3827e-01, -1.8813e-01,\n", - " -1.0798e-01, -3.1946e-02, 1.4345e-02, 5.4373e-02, -8.5776e-03,\n", - " -4.9808e-01, -7.0646e-02, 2.9841e-02, -8.7338e-02, 2.3898e-01,\n", - " 1.0324e-01, 1.7185e-01, -9.4743e-02, 8.1135e-02, -8.8625e-03,\n", - " 5.8927e-02, 1.0045e-01, 1.8999e-01, 4.9619e-02, -2.1625e-01,\n", - " 9.8230e-03, -1.5053e-01, -8.8393e-02, 5.1734e-02, -1.7297e-02,\n", - " 5.9621e-02, 1.6417e-01, -2.6357e-02, -4.6794e-01, -1.6534e-01,\n", - " -1.6453e-01, -6.0327e-02, -1.0038e-01, 2.1235e-01, -2.4608e-02,\n", - " 2.2982e-01, 5.4501e-03, 1.4479e-01, 1.6694e-01, -5.9400e-02,\n", - " -1.0492e-02, -1.8781e-02, -1.2721e-01, 1.2032e-01, 8.6587e-02,\n", - " -7.8543e-02, 1.3054e-01, 1.7380e-01, 5.6252e-02, 9.5063e-02,\n", - " -6.2605e-03, -3.0282e-01, 2.1641e-01, -3.5409e-02, 1.0196e-01,\n", - " 8.1524e-02, -2.2450e-02, 1.9720e-01, 2.9872e-02, -1.1372e-01,\n", - " -2.1850e-01, 4.2091e-02, 1.3902e-01, 8.0194e-02, -1.5349e-01,\n", - " 1.2549e-01, 6.1810e-02, -1.4126e-01, 5.3815e-02, 9.5186e-02,\n", - " -6.1146e-02, -9.5448e-02, 6.6996e-03, 1.8820e-01, 7.1465e-02,\n", - " -7.1717e-02, -2.0179e-01, -8.3425e-02, 1.6248e-01, -1.1953e-01,\n", - " -6.5946e-02, 2.0023e-01, -4.7521e-02, 6.1980e-02, -1.0993e-01,\n", - " 2.2824e-01, 5.7869e-02, -2.0957e-01, 2.6353e-02, -5.2742e-02,\n", - " -2.4369e-03, -3.0650e-02, 7.4169e-02, -1.0147e-02, -7.8982e-04,\n", - " 1.6888e-01, -1.4766e-02, -1.9214e-01, 1.4586e-02, -2.0228e-01,\n", - " 1.2323e-02, 1.0994e-01, -1.7867e-01, 2.2628e-02, -4.5112e-03,\n", - " -6.5385e-02, -1.1412e-01, 6.0078e-02, -1.9050e-01, -2.2420e-01,\n", - " -3.2391e-02, 4.2866e-01, 4.1080e-02, -6.4562e-02, 9.0099e-03,\n", - " -6.6397e-02, -3.8664e-01, -4.6759e-03, 3.3033e-02, -8.0993e-02,\n", - " -7.8662e-03, -1.3730e-01, 1.7759e-02, 7.2331e-03, -9.2599e-02,\n", - " -1.1557e-01, -5.1022e-02, 2.6566e-02, 7.4261e-02, -4.8146e-02,\n", - " 9.9368e-03, -1.8030e-02, -1.1669e-01, 1.0394e-01, -3.5411e-02,\n", - " 8.9891e-02, -1.3748e-01, -1.5533e-01, -1.6918e-01, -1.2368e-01,\n", - " 9.7652e-02, 1.2463e-02, -1.0896e-01, -2.4045e-01, -2.4022e-01,\n", - " 1.0053e-01, 1.2797e-01, 1.9155e-01, 2.8814e-02, -1.7075e-02,\n", - " 6.6131e-02, -1.4223e-01, -9.9026e-02, -4.1128e-02, 9.7625e-02,\n", - " -6.7123e-02, -8.0236e-03, 2.8599e-01, 6.3024e-02, -2.4517e-02,\n", - " -3.7168e-02, 7.8311e-02, -1.4959e-01, 8.9837e-02, 3.1989e-01,\n", - " -3.9809e-02, -8.7327e-02, -6.4228e-02, -1.1159e+00, 7.2103e-03,\n", - " -6.4932e-02, -9.3647e-02, 1.1436e-01, 3.0608e-02, -9.0261e-02,\n", - " 2.1614e-02, 4.2796e-02, -1.9691e-02, -1.6561e-01, 1.4114e-03,\n", - " -2.4439e-01, 5.8508e-02, 1.3969e-01, -2.9009e-01, -1.3038e-01,\n", - " 1.0303e-01, -7.1625e-02, -1.8464e-01, -3.9552e-02, -9.8607e-02,\n", - " -4.6643e-02, -5.9559e-02, 7.7511e-02, 6.5654e-02, -6.9893e-02,\n", - " 5.0171e-02, -6.8154e-02, -1.6579e-01, -3.8187e-02, -7.3564e-02,\n", - " -3.9211e-02, -2.9803e-02, 1.4025e-01, -4.5741e-02, 3.0368e-02,\n", - " -1.9968e-02, 5.6872e-02, -1.0294e-01, -1.7294e-01, -2.3538e-01,\n", - " -1.7551e-01, 1.8185e-02, 4.8804e-02, 3.8119e-03, -1.7166e-02,\n", - " -4.5914e-02, 1.1703e-01, 8.3309e-02, -1.3071e-02, 6.3116e-02,\n", - " 2.2611e-02, 6.7043e-02, -8.9732e-03, 1.9178e-02, 1.8123e-02,\n", - " -8.4349e-02, -6.6815e-02, 1.3596e-01, -1.1523e-01, -1.4107e-01,\n", - " -8.0859e-02, -7.0844e-02, 3.7028e-02, -4.4255e-02, -1.8313e-01,\n", - " -7.2192e-03, 2.1698e-02, -1.4655e-01, -1.9548e-01, 6.9601e-02,\n", - " -2.3097e-02, -1.3960e+00, 5.7968e-02, -2.1191e-01, 7.7244e-02,\n", - " -1.2873e-01, -3.1151e-01, 7.3383e-02, -8.4914e-02, -3.3021e-02,\n", - " 1.0113e-01, 5.9477e-02, 1.3377e-01, -1.0959e-01, 3.5372e-02,\n", - " -4.0199e-02, -1.7281e-01, -2.1721e-01, 6.9882e-02, -1.0425e-01,\n", - " -9.5598e-02, -1.7582e-01, 1.5404e-01, -1.3261e-01, -6.3073e-02,\n", - " -1.2300e-01, 5.1205e-02, -1.1124e-01, 1.4006e-01, -1.5453e-01,\n", - " -1.1277e-01, -6.3515e-02, -5.4086e-03, -1.1250e-03, -1.5718e-01,\n", - " 4.9910e-02, -5.2535e-02, -2.8268e-02, 8.2641e-02, 3.6361e-02,\n", - " -1.5047e-01, -1.7742e-01, 4.1598e-02, -8.0393e-03, -2.1642e-01,\n", - " 1.8160e-01, 3.9809e-02, -2.1557e-01, -2.3357e-01, 1.1748e-01,\n", - " 7.5901e-02, -2.5071e-01, -2.2760e-01, 2.4158e-01, -1.9920e-01,\n", - " 1.0629e-01, -2.0799e-01, -4.2341e-02, -1.6591e-01, -5.0407e-02,\n", - " 5.1418e-02, 4.5848e-02, 1.5719e-01, -1.2281e-01, 1.6653e-02,\n", - " -3.8105e-02, -2.1069e-01, 4.5201e-02, -8.0104e-02, -2.3977e-01,\n", - " -1.7001e-02, -6.8664e-02, 1.1687e-01, -1.5591e-01, 9.1707e-02,\n", - " 3.4915e-02, -1.2525e-01, 1.2920e-01, -9.6741e-02, -1.1362e-01,\n", - " 3.5749e-02, -2.4381e-01, -9.8565e-02, 1.2220e-01, 9.5467e-02,\n", - " -1.1720e-01, -6.3551e-02, -1.0808e-01, 3.6753e-02, -1.1724e-02,\n", - " 3.6011e-02, -1.2097e-01, -7.9562e-02, -5.0209e-02, -3.0134e-02,\n", - " -7.5588e-02, -1.4164e-01, 7.5756e-02, -1.9803e-01, -1.0804e-01,\n", - " 1.0304e-01, 1.6737e-01, -1.6566e-01, 4.6699e-04, -5.1747e-02,\n", - " -1.3254e-03, 9.3415e-02, 8.7815e-02, -2.1817e-01, -3.3234e-02,\n", - " -6.0532e-02, -1.2367e-04, 4.5735e-02, -1.9991e-02, -1.6754e-02,\n", - " -7.4464e-02, 4.6651e-02, 2.7128e-02, -7.9539e-02, 1.0701e-02,\n", - " 1.1578e-01, 1.1617e-01, -4.8222e-02, -2.4963e-02, -2.9761e-02,\n", - " 3.9485e-02, -1.1065e-01, -5.3894e-02, -1.4495e-01, 4.0127e-02,\n", - " -1.4562e-01, -5.6944e-02, -3.2598e-02, -1.1129e-01, -1.0191e-01,\n", - " 2.5794e-01, -6.5729e-02, -2.2104e-02, -2.3917e-01, 8.3269e-02,\n", - " -1.1649e-01, 2.9953e-01, 9.9733e-02, -1.2288e-01, 2.8718e-02,\n", - " -2.7494e-02, 2.1160e-02, -7.0543e-02, 8.0848e-02, 1.1905e-01,\n", - " -8.9125e-03, -1.6610e-01, -6.5870e-02, -7.9934e-02, 7.0267e-02,\n", - " -1.0885e-01, -5.3426e-02, 8.2237e-04, 4.8007e-02, -3.0076e-01,\n", - " -1.0827e-02, 1.0854e-02, -1.3745e-01, -1.3607e-03, -1.3428e-01,\n", - " -4.4595e-01, -2.2266e-01, -7.2535e-02, 2.4056e-01, 1.8615e-01,\n", - " -3.3728e-02, -9.5504e-02, 7.1057e-03, 5.9112e-02, -3.1857e-02,\n", - " -6.0401e-02, 1.2101e-02, 9.3061e-02, 7.1677e-02, -5.6540e-02,\n", - " -6.9476e-02, -1.7546e-01, -6.1857e-02, -5.5901e-02, -1.4457e-01,\n", - " 5.0644e-02, 1.0009e-01, -1.2428e-01, -2.7285e-02, -9.2139e-02,\n", - " 1.0749e-02, 3.4633e-02, 4.0659e-02, -7.6864e-02, -1.6425e-01,\n", - " -3.5354e-02, -1.8655e-01, -9.0537e-02, 1.4516e-01, -7.9572e-02,\n", - " -1.7576e-01, 7.7620e-02, 1.2878e-01, -1.8386e-01, -1.9528e-01,\n", - " -6.1632e-02, 3.7473e-01, -7.9596e-02, -1.5307e-01, 8.0662e-02,\n", - " 2.2754e-02, -3.0187e-02, 9.6166e-02, 8.3238e-02, 6.2987e-02,\n", - " -1.6073e-02, 1.0959e-01, 4.7464e-02, 8.5676e-02, 2.2047e-02,\n", - " 4.9718e-02, 2.8123e-02, -1.0709e-01, 5.4231e-02, 1.3411e-01,\n", - " 1.7343e-01, 1.1455e-01, 7.2517e-02, 9.1527e-02, -3.9772e-04,\n", - " 9.6347e-03, -1.8090e-01, -1.0493e-01, 7.0741e-02, -2.8755e-01,\n", - " -3.5062e-02, -8.3939e-02, -3.9652e-03, -9.9245e-02, -1.2798e-01,\n", - " 1.0584e-01, 1.7753e-02, 1.1607e-01, 9.7722e-02, -3.9840e-02,\n", - " 1.0661e-01, 2.2482e-01, -1.6806e-01, 5.4712e-02, 8.6336e-03,\n", - " 1.8843e-01, 9.0219e-02, 2.8398e-02, 2.3419e-01, -1.5213e-02,\n", - " -9.6268e-03, 3.5601e-03, 1.8767e-03, 1.7073e-01, 9.7382e-02,\n", - " -5.7197e-02, 1.5349e-01, 8.9408e-02, -7.6702e-02, -4.9486e-02,\n", - " -1.6533e-01, 1.5982e-02, -1.6690e-02, -4.8249e-02, 1.0601e-03,\n", - " -6.5780e-02, 1.5702e-01, 1.2802e-01, 1.0183e-01, -1.8196e-01,\n", - " -1.2446e-02, 1.3715e-02, -2.0893e-03, -5.9811e-02, -1.0643e-01,\n", - " 8.7622e-02, -2.7751e-02, 5.5097e-02, -1.3291e-01, 5.6253e-02,\n", - " -1.2122e-01, 1.3294e-01, 1.3929e-01, 8.8614e-02, 9.6920e-02,\n", - " 3.7516e-02, 4.2057e-02, -1.5608e-01, -1.8384e-02, 6.6939e-02,\n", - " -1.3783e-01, 2.9469e-01, 1.9535e-01, 1.3888e-01, -7.3465e-02,\n", - " -1.5283e-02, -6.6779e-02, 1.9453e-01, -4.1716e-03, -1.6370e-01,\n", - " -3.6217e-02, 1.3067e-01, -1.1984e-03, -1.4443e-01, -2.4163e-02,\n", - " -6.3179e-02, 2.9602e-02, 8.7595e-02, 6.4204e-03, -2.6012e-02,\n", - " 2.6654e-02, -1.8188e-01, -4.5173e-04, 1.7959e-04, -1.2388e-01,\n", - " 5.5466e-02, -4.6545e-02, -5.4421e-02, 1.3971e-02, 9.4679e-02,\n", - " -2.9822e-03, 2.3863e-01, 8.6586e-02, 3.1484e-02, 1.1449e-01,\n", - " 6.0149e-02, 1.7138e-02, 3.6635e-02, 1.1296e-01, -6.6452e-03,\n", - " 1.7987e-01, -3.5096e-02, 6.2008e-02, -4.0595e-02, -2.5367e-02,\n", - " -7.8834e-02, -1.1187e-01, -7.6657e-02, -4.7279e-02, 9.4460e-02,\n", - " -3.4396e-02, -6.3446e-02, -6.6970e-02, -9.2655e-02, 2.0745e-02,\n", - " 5.5555e-02, 1.4707e-01, 9.9179e-02, 1.2400e-01, 2.5084e-01,\n", - " 1.4453e-02, 4.2043e-03, 1.2572e-01, -1.3068e-02, 7.3298e-02,\n", - " 2.1079e-02, -4.0195e-02, -1.8587e-02, -1.3593e-02, -3.8091e-02,\n", - " 8.1169e-03, -8.7447e-02, -2.1214e-02, 1.4264e-01, 1.5662e-03,\n", - " 6.1930e-02, -1.2532e-01, -3.3435e-02, 1.4278e-01, -2.0842e-01,\n", - " -9.5605e-02, -1.1476e-01, 7.4646e-02, -8.6479e-02, 4.3559e-02,\n", - " 4.6354e-02, 1.0192e-01, -1.3717e-02, -1.3720e-01, -2.0517e-01,\n", - " 3.5646e-02, -9.0082e-03, 4.1935e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0969, -0.2770, -0.1305, ..., 0.4151, -0.0637, -0.1128],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.2170e-04, 6.0063e-02, 1.6595e-03, 3.8482e-02, 6.7035e-02,\n", - " -2.4201e-04, 4.7873e-02, 6.3861e-02, -3.6354e-02, 6.8237e-03,\n", - " 7.2248e-03, 1.1775e-02, -4.2003e-02, 1.0232e-01, 1.3154e-02,\n", - " 2.1304e-02, 1.7575e-02, 3.5660e-02, 3.9253e-03, 1.0006e-02,\n", - " 3.2980e-02, 6.3024e-03, 3.8897e-02, -4.8003e-02, 1.5026e-02,\n", - " 1.1065e-01, 4.5879e-02, 1.8573e-02, -1.3919e-01, 4.7081e-02,\n", - " 6.9270e-02, 5.7559e-03, -1.0859e-02, -5.9208e-02, 9.6604e-03,\n", - " -1.0258e-02, -1.3586e-02, -2.3328e-02, -2.6191e-02, 1.5953e-02,\n", - " -2.1898e-04, -3.0575e-02, 2.4398e-02, -2.1622e-02, 3.5621e-03,\n", - " 2.5069e-02, 4.6042e-02, 6.2312e-02, 2.2134e-02, -8.1054e-02,\n", - " -4.2733e-03, -2.0844e-02, 2.3254e-02, -4.8400e-02, 5.7859e-02,\n", - " 7.9881e-02, 4.3739e-02, -1.1830e-01, 1.0345e-02, -6.1802e-02,\n", - " -1.9055e-02, 1.5268e-01, -6.6365e-02, 4.6455e-02, 2.8014e-02,\n", - " 6.2891e-02, -3.4457e-02, 4.0059e-02, -2.6777e-02, -6.6260e-02,\n", - " -1.0046e-01, 1.4962e-02, 7.0970e-03, -2.2106e-02, 7.8341e-03,\n", - " 9.0236e-02, 1.7539e-03, -5.0696e-02, -1.7790e-02, 2.7531e-03,\n", - " 9.8775e-02, 1.2555e-02, 3.6189e-03, 1.9622e-02, 6.9818e-02,\n", - " -7.0865e-02, -2.3232e-03, 6.1118e-02, -3.3884e-02, 2.2079e-02,\n", - " 2.1252e-02, -3.5691e-02, 7.0729e-02, -4.1870e-02, 1.2791e-01,\n", - " -8.8177e-02, 1.9402e-01, -9.2882e-02, -4.5698e-02, -6.4573e-02,\n", - " -5.0827e-02, -8.3141e-03, 4.0737e-03, -2.7518e-02, 2.7105e-02,\n", - " -4.7677e-02, 3.6330e-02, -3.7403e-02, -8.9815e-02, -5.7190e-02,\n", - " -7.0872e-02, -1.2979e-02, -2.8470e-02, 4.5800e-03, -7.0889e-02,\n", - " 3.7618e-02, -3.1289e-02, -1.4464e-03, -2.5946e-02, 4.6706e-02,\n", - " -5.4563e-02, -3.5210e-02, -2.1083e-02, 2.6247e-02, 1.0972e-01,\n", - " -7.4630e-02, -1.8842e-02, 1.1783e-01, -2.9209e-03, -4.4241e-02,\n", - " 2.5516e-02, 1.2702e-02, -1.8395e-02, -2.9001e-02, 8.6731e-02,\n", - " 3.5289e-03, 7.0610e-02, 9.8236e-02, -8.0229e-02, 1.7151e-03,\n", - " -5.3360e-02, 8.1097e-02, 5.8118e-02, -1.2575e-02, -1.0752e-03,\n", - " -6.4532e-02, 7.6080e-02, 1.9670e-02, -1.2663e-01, 1.0551e-01,\n", - " -5.4672e-02, 4.6454e-02, -2.0095e-01, 3.5418e-02, -4.1717e-02,\n", - " -9.1663e-02, 4.2159e-02, 2.4436e-02, -9.5782e-03, -1.1963e-01,\n", - " 6.2566e-02, 2.6202e-03, 4.0801e-02, 3.3338e-02, -4.7075e-02,\n", - " 1.0630e-01, 8.0339e-04, 3.0761e-02, -6.6086e-02, 4.1680e-02,\n", - " 4.3115e-02, 8.9651e-02, -8.0294e-02, 6.3234e-03, 1.5163e-02,\n", - " -3.4469e-02, 1.3547e-02, 1.7744e-02, -7.6349e-03, -6.4067e-02,\n", - " 9.7095e-03, 1.3867e-02, -7.1573e-02, 1.8909e-02, -4.4168e-03,\n", - " -6.3647e-02, -1.5911e-02, 2.7158e-02, 2.2263e-02, -3.9057e-02,\n", - " -4.3787e-03, -1.4804e-02, 1.0358e-02, -3.8233e-02, 1.0357e-01,\n", - " 4.4544e-02, 3.6539e-02, 7.2005e-02, -5.3127e-02, -1.5905e-02,\n", - " -4.5856e-02, -3.0769e-02, 4.9159e-02, 5.5867e-02, 1.1320e-02,\n", - " 1.1742e-02, 3.0524e-02, -2.0164e-02, 6.2026e-03, 6.0413e-02,\n", - " -8.6086e-03, -5.0011e-02, 1.1612e-01, 6.5789e-02, 3.2092e-02,\n", - " 3.9428e-02, -1.2399e-01, 1.8430e-03, 7.3844e-02, 2.0029e-02,\n", - " 7.2899e-02, 6.3061e-02, -6.3117e-03, -3.6373e-03, -9.7970e-04,\n", - " 8.1892e-02, -1.4783e-02, 7.6118e-02, 3.4561e-02, 1.1144e-02,\n", - " 7.9492e-03, -2.0293e-02, 1.0524e-03, 2.4928e-02, -4.6542e-02,\n", - " -4.4656e-02, 1.3977e-03, 2.3813e-02, -1.4959e-02, -1.9909e-02,\n", - " 6.4619e-02, -7.7482e-02, -5.8996e-02, 5.0229e-02, 5.1928e-02,\n", - " 3.1083e-02, -4.3486e-02, -5.1041e-02, 7.8179e-03, -6.1521e-02,\n", - " -4.1081e-02, 1.4633e-02, -8.3661e-03, 6.6291e-03, 3.5536e-02,\n", - " -4.4390e-02, -3.0595e-02, -3.6735e-02, 4.5507e-02, 2.1754e-03,\n", - " 6.5844e-03, -2.9924e-02, -3.4199e-02, 6.5686e-02, 2.1670e-02,\n", - " -5.1851e-02, -1.3942e-02, -2.7465e-02, 3.1634e-02, -3.4249e-02,\n", - " -2.2381e-04, 3.1679e-03, -7.5997e-02, 3.6519e-02, -5.7722e-03,\n", - " -9.3319e-02, -7.4326e-02, -2.7557e-02, 1.2297e-02, -7.6779e-02,\n", - " 6.3775e-02, -1.2918e-02, -2.7602e-02, -7.7716e-02, -7.1222e-04,\n", - " 2.2396e-02, 2.8173e-02, 7.0164e-02, 4.9471e-02, 4.1215e-02,\n", - " 1.3544e-02, -9.3283e-03, -9.3468e-02, -7.9633e-02, 1.4412e-02,\n", - " 5.9717e-02, 1.0323e-01, 4.0613e-02, 2.9773e-02, 1.5924e-03,\n", - " 6.2818e-02, 2.6974e-02, -5.9787e-03, 1.4005e-01, 4.5572e-02,\n", - " -2.5737e-02, -5.9158e-02, 7.2718e-03, -6.1680e-01, 3.6306e-02,\n", - " -2.2779e-02, -6.1035e-02, 5.0906e-02, 3.6639e-02, -4.2127e-02,\n", - " 8.8539e-04, -3.4424e-02, -6.4687e-03, -5.3346e-02, 2.6771e-02,\n", - " -4.3954e-02, 5.6405e-02, 4.9614e-02, -1.2300e-01, 7.1555e-03,\n", - " -5.2632e-02, -1.1515e-02, 3.0323e-02, 2.1959e-02, -1.4703e-02,\n", - " 5.5040e-02, 2.7321e-03, -1.4248e-02, 4.2971e-02, -5.5822e-03,\n", - " 2.2160e-02, -8.6609e-02, -6.0093e-02, -3.5534e-02, -4.1253e-02,\n", - " 1.7029e-02, 3.5640e-02, -3.2246e-02, 8.9553e-02, 9.6234e-03,\n", - " 1.3275e-03, 1.2372e-02, -2.8180e-02, 6.2927e-04, 3.9991e-02,\n", - " -1.3903e-02, -1.7243e-02, 1.4555e-02, -8.7815e-02, 4.3337e-02,\n", - " -8.2965e-03, 2.8884e-02, -1.4052e-02, 2.7102e-02, 7.2601e-03,\n", - " 3.3883e-02, -2.3349e-02, 5.8282e-02, 6.5433e-02, 2.2030e-02,\n", - " 6.3730e-02, -9.2785e-02, 1.0581e-02, 1.0353e-02, -1.2116e-02,\n", - " -2.9533e-02, 6.9125e-02, -3.1297e-02, 9.0770e-03, 1.5202e-02,\n", - " 6.6084e-03, 2.4212e-02, -9.0449e-02, -8.8810e-02, 7.5918e-03,\n", - " 2.1800e-02, -2.7338e-01, -2.0026e-02, -4.8421e-02, 2.8002e-02,\n", - " -1.1467e-02, -6.1302e-02, 5.1522e-02, -5.6083e-02, -1.0594e-01,\n", - " 2.5938e-02, -1.5337e-02, 1.2070e-02, -6.8711e-02, 6.2300e-02,\n", - " 1.3589e-02, -6.4764e-02, -1.1411e-01, -1.4600e-04, -1.9355e-02,\n", - " -8.1626e-02, -1.3368e-02, -3.8464e-02, 1.5429e-02, 6.2184e-02,\n", - " -2.8421e-02, -6.4710e-03, -1.5150e-03, -1.6829e-02, -5.6107e-03,\n", - " 4.0351e-02, 3.1962e-02, 9.3324e-04, 1.6704e-02, -8.3068e-02,\n", - " 6.2157e-02, -1.0414e-01, 2.3693e-02, 1.9637e-02, 9.7307e-02,\n", - " 8.1310e-03, -6.2924e-02, 5.9121e-02, -2.8327e-02, -9.1653e-02,\n", - " 3.4477e-02, 1.5896e-02, -4.7408e-02, -5.2834e-02, -5.1267e-04,\n", - " 8.5556e-03, -9.9068e-02, -1.6198e-02, -5.6321e-03, -1.0247e-01,\n", - " 2.7906e-03, -7.7546e-02, -4.6857e-02, 1.8865e-02, -6.6104e-02,\n", - " -7.1523e-02, 2.7828e-03, 7.9409e-02, -1.1828e-02, -1.4697e-02,\n", - " -1.2201e-02, -2.5375e-02, 6.2806e-04, -1.9977e-02, -7.9596e-02,\n", - " 1.5042e-02, -2.7848e-02, 6.1351e-02, -5.6079e-02, -9.9293e-04,\n", - " 1.0092e-01, -3.2883e-02, -3.6954e-02, -1.1112e-01, -6.2404e-02,\n", - " -6.5594e-03, -1.5225e-01, -3.5693e-02, -4.0841e-02, 1.1048e-01,\n", - " 4.6431e-02, 3.1326e-02, -1.1429e-01, -3.0083e-02, 6.7680e-02,\n", - " -1.1966e-02, -5.9224e-03, -2.2540e-02, -6.7590e-02, 1.7091e-02,\n", - " -7.5346e-02, -7.1731e-02, -1.1343e-03, -4.3418e-02, -1.2380e-01,\n", - " 6.2839e-02, 9.8182e-03, -1.8165e-02, -9.1076e-02, -8.7224e-02,\n", - " 2.2102e-02, 5.4233e-02, 3.8448e-02, -9.4332e-02, -1.4012e-02,\n", - " -1.1948e-02, -3.7650e-02, -3.1052e-02, 5.6405e-02, 1.5921e-02,\n", - " 3.6562e-02, 5.9777e-02, -1.1181e-02, 3.4184e-02, 6.0539e-03,\n", - " -1.5960e-02, -4.2777e-02, -1.6571e-02, -8.5362e-03, 1.6027e-02,\n", - " 7.6628e-02, 1.8528e-02, 9.9334e-04, 2.3554e-03, 4.6977e-02,\n", - " -7.9010e-02, -4.6215e-02, 2.4797e-02, 3.1898e-02, -5.0661e-03,\n", - " 1.0499e-01, -7.7615e-02, -8.5634e-02, -7.1968e-02, 6.8785e-02,\n", - " -3.0503e-02, 9.3833e-02, 3.5405e-02, 1.3718e-02, -5.7058e-02,\n", - " 7.6762e-02, -2.1927e-02, -4.7537e-02, 1.0004e-02, -2.7378e-02,\n", - " -2.7948e-02, 3.2326e-02, -5.6629e-02, -1.6973e-02, 1.1347e-01,\n", - " 3.4256e-02, -5.0609e-02, 7.6325e-02, -4.2452e-02, -9.9416e-02,\n", - " -2.5471e-03, -8.3350e-02, -3.2576e-02, 3.4807e-02, -6.2415e-02,\n", - " -2.5382e-02, -3.3885e-02, 1.0671e-01, 7.6704e-02, 2.3895e-02,\n", - " 8.0721e-03, -2.4196e-02, 2.4780e-02, 7.9036e-03, -1.3012e-02,\n", - " 2.8986e-03, -1.6687e-02, 8.2716e-02, -2.1361e-02, 2.4014e-02,\n", - " -2.4097e-02, 9.7145e-02, -3.7438e-02, -3.1556e-02, -2.5248e-02,\n", - " -1.2464e-02, -2.4801e-02, 3.8899e-02, 5.9372e-03, 7.6352e-04,\n", - " -1.2482e-02, 1.3969e-02, 1.6999e-02, 9.2369e-04, -7.0190e-02,\n", - " 1.7506e-02, 8.1458e-02, 2.5634e-02, -1.5273e-02, 3.2926e-02,\n", - " -1.4446e-01, 7.7362e-02, 7.8926e-02, -2.9678e-02, -6.5696e-03,\n", - " -1.7710e-02, 1.3656e-01, 4.8823e-03, -5.0416e-03, 1.2109e-02,\n", - " 1.9611e-02, -4.2443e-02, 1.4902e-02, 3.2622e-02, -3.1040e-02,\n", - " -5.9763e-02, -3.8270e-03, 1.3034e-01, 4.2151e-02, 3.6142e-02,\n", - " 5.1458e-02, 5.3696e-02, -4.0418e-02, -5.4924e-02, -2.3687e-03,\n", - " 1.7362e-02, 2.0307e-02, 2.0418e-02, 1.4558e-02, 5.6785e-02,\n", - " 6.9562e-03, -1.8520e-02, 3.4336e-02, -6.8074e-02, -1.4624e-01,\n", - " -2.3942e-02, -7.0057e-02, 2.0422e-02, 4.0571e-02, -5.3435e-02,\n", - " 7.1515e-02, 7.0080e-02, -2.7758e-02, 5.0137e-02, -1.5577e-02,\n", - " 4.4064e-02, 1.9974e-02, -1.4804e-02, -7.0851e-02, -1.8647e-02,\n", - " 8.3014e-02, 6.9963e-03, 1.4057e-02, 1.1125e-01, -2.7722e-02,\n", - " -7.2470e-03, -8.6876e-03, 6.4335e-02, 1.1491e-01, 1.4541e-02,\n", - " -9.8643e-02, 7.5530e-02, -3.0484e-03, -7.2988e-02, -2.8823e-02,\n", - " 8.2636e-03, 2.3304e-02, 6.8652e-02, -4.5679e-02, 4.9384e-02,\n", - " 1.9160e-02, 1.1677e-02, -1.1796e-02, 4.7809e-02, 6.4830e-02,\n", - " -4.8832e-03, 6.3700e-02, 3.3936e-02, 4.2484e-02, -1.2487e-01,\n", - " 7.3432e-02, -1.6265e-02, 3.0069e-03, -1.6950e-03, -3.3204e-03,\n", - " 2.0194e-03, 4.4957e-02, 1.2465e-01, 1.3521e-02, -4.4661e-02,\n", - " 2.8541e-02, 1.3651e-02, 5.3112e-02, -6.3312e-02, 3.5796e-02,\n", - " -9.4178e-03, 3.8140e-02, 1.3945e-02, 7.2902e-03, -3.4041e-02,\n", - " -9.7454e-03, -4.8539e-02, 1.3161e-01, -1.7197e-02, -8.6232e-03,\n", - " -2.4796e-02, 6.4398e-02, 4.4617e-02, -1.9963e-02, -2.1011e-02,\n", - " 4.1406e-02, -8.0017e-03, 3.6956e-02, 1.6015e-02, 6.7255e-03,\n", - " 3.9975e-02, -7.9002e-02, 3.3160e-02, -6.2731e-02, -3.9483e-03,\n", - " 1.6639e-02, -9.4872e-02, 7.7518e-02, 7.4620e-02, 1.5089e-02,\n", - " 9.2511e-02, 3.3464e-02, -7.8453e-02, 8.0862e-02, 5.6463e-02,\n", - " -1.6849e-02, 5.1190e-02, 1.2722e-02, 5.4072e-02, -5.8633e-02,\n", - " 5.3353e-02, -3.3691e-02, -1.3817e-02, 5.7808e-04, 4.8847e-02,\n", - " 8.0497e-03, -1.2862e-02, 1.2187e-03, -2.8808e-02, 2.4250e-02,\n", - " 1.4412e-02, 6.6944e-03, -6.9943e-02, -3.6575e-03, 9.5911e-02,\n", - " 4.1556e-02, 7.2700e-02, 5.0789e-02, -3.3758e-02, 5.9410e-02,\n", - " -1.1043e-01, 4.8492e-03, 6.1189e-02, 1.0366e-02, -4.2849e-03,\n", - " 1.3422e-02, -2.0942e-02, -3.2350e-02, 7.7598e-02, 1.7595e-02,\n", - " 2.8468e-02, -1.4961e-03, -5.8834e-02, 1.1226e-01, -1.2254e-03,\n", - " -6.3241e-03, -5.2625e-02, -2.5342e-02, 8.4304e-02, -9.1353e-02,\n", - " 8.1516e-02, -1.5059e-01, 2.1702e-03, 1.3336e-01, -3.7377e-02,\n", - " -7.6757e-02, 3.0407e-02, -4.6162e-02, -3.5519e-02, -5.8410e-02,\n", - " -1.6515e-02, -3.3901e-02, 2.3211e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8621, 0.8516, 0.8265, 0.8173, 0.7985, 0.8479, 0.8421, 0.8605, 0.8725,\n", - " 0.8396, 0.8117, 0.7795, 0.8188, 0.8159, 0.8575, 0.8475, 0.7817, 0.8418,\n", - " 0.8650, 0.8284, 0.8326, 0.8080, 0.8525, 0.7995, 0.8229, 0.8146, 0.8033,\n", - " 0.8391, 0.7935, 0.8577, 0.8688, 0.8298, 0.8191, 0.8545, 0.8767, 0.8517,\n", - " 0.8282, 0.8295, 0.8363, 0.7745, 0.8543, 0.8498, 0.8702, 0.8381, 0.8652,\n", - " 0.8083, 0.8271, 0.8594, 0.8607, 0.8658, 0.8362, 0.8586, 0.8292, 0.7357,\n", - " 0.8176, 0.8165, 0.8621, 0.7923, 0.8650, 0.8189, 0.8442, 0.7866, 0.7371,\n", - " 0.8145, 0.8575, 0.8320, 0.8511, 0.8432, 0.8370, 0.8520, 0.8345, 0.8600,\n", - " 0.8476, 0.8166, 0.8590, 0.7672, 0.8548, 0.7397, 0.8249, 0.8178, 0.8575,\n", - " 0.8625, 0.8485, 0.8274, 0.8131, 0.7827, 0.8325, 0.8598, 0.8699, 0.8396,\n", - " 0.8197, 0.8334, 0.6320, 0.8294, 0.8423, 0.8077, 0.7175, 0.8237, 0.8637,\n", - " 0.8627, 0.8783, 0.8618, 0.8541, 0.8250, 0.8171, 0.7941, 0.8504, 0.8624,\n", - " 0.8183, 0.8362, 0.8378, 0.8619, 0.7867, 0.8428, 0.8615, 0.8328, 0.8397,\n", - " 0.8869, 0.8451, 0.7915, 0.8374, 0.7587, 0.8121, 0.8256, 0.7864, 0.7880,\n", - " 0.8146, 0.8002, 0.8440, 0.8065, 0.8661, 0.8186, 0.7438, 0.8272, 0.8394,\n", - " 0.8644, 0.8328, 0.7828, 0.8430, 0.7353, 0.8458, 0.8668, 0.8606, 0.8686,\n", - " 0.8490, 0.6478, 0.8588, 0.8398, 0.8676, 0.7783, 0.8132, 0.8209, 0.8089,\n", - " 0.8577, 0.8611, 0.8171, 0.8544, 0.7870, 0.8658, 0.7865, 0.8571, 0.8743,\n", - " 0.8397, 0.8645, 0.8346, 0.8396, 0.8482, 0.7977, 0.6673, 0.8395, 0.8744,\n", - " 0.8477, 0.8039, 0.8198, 0.8750, 0.7570, 0.8318, 0.8327, 0.8320, 0.8220,\n", - " 0.8485, 0.8693, 0.8525, 0.8585, 0.8526, 0.8627, 0.8494, 0.8237, 0.8749,\n", - " 0.8293, 0.8685, 0.8097, 0.8081, 0.8506, 0.8435, 0.8373, 0.8742, 0.7812,\n", - " 0.8224, 0.8071, 0.8340, 0.8172, 0.7235, 0.8460, 0.8460, 0.7934, 0.8519,\n", - " 0.8158, 0.8452, 0.8217, 0.8312, 0.8581, 0.8412, 0.7950, 0.8470, 0.7574,\n", - " 0.7436, 0.8638, 0.7407, 0.8260, 0.8514, 0.8339, 0.8589, 0.8211, 0.8602,\n", - " 0.7006, 0.8159, 0.8080, 0.8519, 0.8436, 0.8219, 0.8500, 0.8318, 0.8669,\n", - " 0.8689, 0.8311, 0.8263, 0.7938, 0.8685, 0.7987, 0.8188, 0.8512, 0.8625,\n", - " 0.8289, 0.8498, 0.7764, 0.8029, 0.8197, 0.8017, 0.7328, 0.8187, 0.8218,\n", - " 0.8649, 0.8704, 0.8715, 0.8343, 0.7774, 0.8097, 0.8424, 0.8565, 0.8639,\n", - " 0.8223, 0.8764, 0.8712, 0.8228, 0.8266, 0.8383, 0.8554, 0.8394, 0.8617,\n", - " 0.8630, 0.8466, 0.8628, 0.8600, 0.8816, 0.8516, 0.7960, 0.8656, 0.8386,\n", - " 0.8380, 0.7972, 0.8651, 0.8715, 0.7704, 0.8330, 0.8371, 0.8303, 0.8465,\n", - " 0.8124, 0.8714, 0.8112, 0.7953, 0.8460, 0.8482, 0.8231, 0.7767, 0.7731,\n", - " 0.7870, 0.8411, 0.8482, 0.8549, 0.8384, 0.8524, 0.8734, 0.7994, 0.8567,\n", - " 0.8132, 0.8493, 0.6923, 0.8492, 0.8154, 0.7467, 0.8050, 0.8271, 0.8761,\n", - " 0.8478, 0.8666, 0.8626, 0.8429, 0.7391, 0.8401, 0.8300, 0.8288, 0.8340,\n", - " 0.8569, 0.8423, 0.8221, 0.8462, 0.8650, 0.8317, 0.8150, 0.7258, 0.8678,\n", - " 0.8639, 0.8497, 0.8264, 0.8474, 0.8512, 0.8685, 0.8519, 0.8206, 0.9093,\n", - " 0.8278, 0.8591, 0.8353, 0.7677, 0.8591, 0.8410, 0.8326, 0.8182, 0.8564,\n", - " 0.8627, 0.8569, 0.7687, 0.8652, 0.8675, 0.8462, 0.8088, 0.8327, 0.8310,\n", - " 0.8465, 0.8243, 0.8329, 0.8083, 0.8453, 0.8712, 0.8153, 0.8260, 0.8499,\n", - " 0.8170, 0.8489, 0.8313, 0.8589, 0.8343, 0.8288, 0.8563, 0.8652, 0.8455,\n", - " 0.8201, 0.8614, 0.8356, 0.4106, 0.8575, 0.8226, 0.8142, 0.8563, 0.7999,\n", - " 0.8643, 0.8564, 0.8419, 0.8020, 0.8162, 0.8166, 0.8204, 0.8818, 0.8790,\n", - " 0.8365, 0.7924, 0.8406, 0.8574, 0.8440, 0.7819, 0.8135, 0.8549, 0.7783,\n", - " 0.8081, 0.8651, 0.8369, 0.8248, 0.8667, 0.8189, 0.8403, 0.8516, 0.8802,\n", - " 0.8292, 0.8149, 0.8249, 0.8330, 0.8507, 0.7578, 0.8147, 0.7484, 0.8605,\n", - " 0.8287, 0.8194, 0.8084, 0.8576, 0.8215, 0.8577, 0.7782, 0.8481, 0.8102,\n", - " 0.8371, 0.7805, 0.8609, 0.8566, 0.8213, 0.8345, 0.8454, 0.8386, 0.8215,\n", - " 0.8572, 0.7969, 0.7232, 0.8523, 0.8390, 0.8351, 0.8225, 0.8309, 0.7795,\n", - " 0.8479, 0.8574, 0.8491, 0.8243, 0.8665, 0.8682, 0.8532, 0.8522, 0.8392,\n", - " 0.8186, 0.8314, 0.7896, 0.8712, 0.8806, 0.8311, 0.8009, 0.7972, 0.8074,\n", - " 0.8301, 0.8402, 0.8438, 0.8183, 0.8589, 0.8551, 0.8498, 0.8473, 0.8274,\n", - " 0.8498, 0.8069, 0.8574, 0.8480, 0.8322, 0.7465, 0.8467, 0.8158, 0.8495,\n", - " 0.8251, 0.8582, 0.8051, 0.8413, 0.8481, 0.8552, 0.8291, 0.8594, 0.8558,\n", - " 0.8491, 0.7531, 0.8216, 0.8393, 0.8133, 0.8047, 0.8480, 0.8377, 0.7967,\n", - " 0.8139, 0.8738, 0.8137, 0.8513, 0.8393, 0.8556, 0.8117, 0.8139, 0.8496,\n", - " 0.8865, 0.8358, 0.7767, 0.8410, 0.7778, 0.8330, 0.8332, 0.8566, 0.7705,\n", - " 0.8578, 0.8401, 0.8489, 0.8605, 0.8438, 0.8575, 0.8516, 0.7519, 0.8256,\n", - " 0.8062, 0.8636, 0.8491, 0.8670, 0.8103, 0.8459, 0.8401, 0.8061, 0.9235,\n", - " 0.8103, 0.7815, 0.8737, 0.8265, 0.8467, 0.7466, 0.8313, 0.8550, 0.8098,\n", - " 0.8230, 0.8527, 0.7947, 0.8419, 0.8532, 0.8610, 0.8727, 0.8608, 0.8273,\n", - " 0.8450, 0.8567, 0.8753, 0.8190, 0.8565, 0.8596, 0.8075, 0.8564, 0.8231,\n", - " 0.8673, 0.8389, 0.8516, 0.8487, 0.8760, 0.8567, 0.7860, 0.8233, 0.8405,\n", - " 0.8832, 0.7508, 0.8373, 0.8597, 0.8192, 0.8640, 0.8527, 0.8202, 0.8364,\n", - " 0.8658, 0.7610, 0.8740, 0.8175, 0.8791, 0.8771, 0.8664, 0.8589, 0.8449,\n", - " 0.7995, 0.8146, 0.8326, 0.8495, 0.8692, 0.8434, 0.8605, 0.8825, 0.8721,\n", - " 0.8397, 0.8469, 0.8286, 0.8545, 0.8090, 0.8330, 0.8369, 0.8835, 0.7981,\n", - " 0.8705, 0.7958, 0.7373, 0.8560, 0.8135, 0.8852, 0.8532, 0.8139, 0.8065,\n", - " 0.8448, 0.8603, 0.8626, 0.8540, 0.8399, 0.8255, 0.8217, 0.8165, 0.8540,\n", - " 0.8366, 0.7832, 0.8367, 0.7920, 0.8564, 0.8249, 0.8771, 0.8502, 0.8145,\n", - " 0.8461, 0.8591, 0.8044, 0.8457, 0.7948, 0.8595, 0.8279, 0.8560, 0.8646,\n", - " 0.8403, 0.8311, 0.8671, 0.8351, 0.8127, 0.8001, 0.7300, 0.7985, 0.7992,\n", - " 0.8606, 0.8418, 0.8195, 0.8554, 0.8679, 0.8391, 0.8676, 0.8483, 0.8177,\n", - " 0.8524, 0.8213, 0.8210, 0.8433, 0.7353, 0.8596, 0.8367, 0.8182, 0.8367,\n", - " 0.8165, 0.8053, 0.8226, 0.8618, 0.8466, 0.8678, 0.8449, 0.7984, 0.8610,\n", - " 0.8611, 0.8509, 0.8082, 0.8738, 0.8518, 0.8642, 0.8600, 0.8588, 0.8312,\n", - " 0.8839, 0.8461, 0.8482, 0.8241, 0.8158, 0.8317, 0.7750, 0.8632, 0.8440,\n", - " 0.8377, 0.8521, 0.8515, 0.8232, 0.7905, 0.8369, 0.8585, 0.8778, 0.8142,\n", - " 0.8631, 0.7961, 0.8419, 0.8304, 0.8322, 0.8371, 0.8608, 0.8750, 0.8220,\n", - " 0.7942, 0.8608, 0.8685, 0.8579, 0.8276, 0.8618, 0.8330, 0.8395, 0.8340,\n", - " 0.8448, 0.8447, 0.8413, 0.8537, 0.9391, 0.7491, 0.8154, 0.8588, 0.7969,\n", - " 0.8772, 0.7854, 0.8378, 0.8529, 0.8746, 0.8274, 0.8155, 0.8432, 0.8331,\n", - " 0.8375, 0.8411, 0.8600, 0.8480, 0.8494, 0.8279, 0.8409, 0.8235, 0.8181,\n", - " 0.7966, 0.8477, 0.8480, 0.7936, 0.8580, 0.8404, 0.8352, 0.8257, 0.8384,\n", - " 0.8175, 0.8223, 0.8744], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0028, -0.0559, -0.0631, 0.0602, -0.1867, 0.0009, -0.0842, -0.1108,\n", - " -0.0203, 0.0202, 0.0014, -0.0886, -0.0017, -0.0684, 0.0090, -0.0681,\n", - " -0.0507, -0.0373, 0.0191, -0.1148, -0.1523, 0.0475, -0.0883, -0.1888,\n", - " -0.0197, -0.1472, -0.0874, 0.0387, 0.0525, -0.0472, -0.0349, -0.0383,\n", - " -0.1146, 0.0649, -0.0547, -0.0268, 0.0519, -0.1093, -0.1098, 0.1395,\n", - " 0.0138, 0.0415, -0.0689, -0.0941, -0.0265, 0.0574, 0.0029, 0.0283,\n", - " -0.0484, -0.0208, 0.0862, 0.0104, -0.1452, 0.1094, -0.0719, -0.0387,\n", - " -0.0478, 0.0678, -0.0441, -0.0084, 0.0116, -0.0821, -0.0039, 0.0240,\n", - " -0.0489, -0.0760, -0.0222, -0.0011, -0.0294, 0.0263, 0.0759, -0.0633,\n", - " 0.0183, -0.0018, -0.0837, -0.0024, 0.0225, -0.0805, -0.0344, -0.0719,\n", - " 0.0066, -0.0650, -0.0660, -0.1252, -0.0205, 0.0500, -0.0196, -0.0404,\n", - " -0.0573, -0.0624, 0.0046, 0.0648, -0.2735, -0.0034, -0.0614, 0.0027,\n", - " -0.1133, 0.0347, -0.0249, 0.0102, -0.0758, -0.0638, -0.0328, 0.0065,\n", - " -0.0628, -0.0345, 0.0073, 0.0042, -0.0017, -0.0434, 0.0420, -0.0538,\n", - " 0.0886, 0.0502, -0.0258, -0.0432, -0.0642, -0.0142, 0.0448, -0.1025,\n", - " 0.0180, 0.0416, -0.0116, -0.0656, -0.0654, 0.0529, -0.0009, -0.1050,\n", - " -0.0096, -0.0119, -0.0204, -0.1034, 0.0245, 0.0237, -0.0077, 0.0322,\n", - " -0.0152, -0.0547, 0.0368, 0.0242, -0.0068, -0.0270, -0.0417, -0.0435,\n", - " -0.0453, 0.1171, -0.0065, -0.0304, -0.0130, -0.1402, -0.0637, -0.1110,\n", - " 0.0094, -0.0485, -0.0455, -0.0713, -0.0864, -0.1426, -0.0772, 0.0320,\n", - " -0.0514, 0.0451, -0.0173, -0.0757, -0.0434, -0.0877, -0.1114, -0.0044,\n", - " 0.1696, 0.0333, 0.0192, -0.0267, -0.0304, -0.1526, -0.0477, -0.1220,\n", - " -0.0465, -0.1214, -0.1128, -0.0169, -0.0119, -0.0489, 0.0086, -0.1109,\n", - " -0.0656, -0.0037, -0.1544, -0.1004, -0.0865, -0.0645, -0.0103, 0.0714,\n", - " -0.1519, -0.0035, -0.0672, -0.0946, -0.0208, -0.1333, -0.0456, 0.0041,\n", - " 0.0800, -0.0540, -0.0753, -0.0719, 0.0278, -0.1072, -0.0785, 0.0210,\n", - " -0.0612, -0.0543, -0.0024, 0.0121, -0.0531, -0.0905, -0.0706, 0.0025,\n", - " 0.0391, -0.0094, -0.0856, 0.0233, -0.0044, -0.1200, -0.0133, -0.0468,\n", - " 0.0269, -0.1030, -0.0633, 0.0471, -0.0677, -0.0027, -0.0480, -0.0203,\n", - " -0.0615, -0.0243, -0.0197, -0.1011, -0.0235, 0.0128, -0.0305, 0.0637,\n", - " -0.0370, -0.0795, 0.0196, -0.0739, -0.0372, -0.0310, 0.0308, -0.0670,\n", - " 0.0720, 0.0988, -0.0489, -0.1812, -0.0440, -0.0204, -0.0159, 0.0144,\n", - " 0.0834, -0.0178, -0.0507, -0.0033, -0.0593, 0.0296, -0.0850, -0.0406,\n", - " -0.0057, -0.0065, 0.0033, -0.0387, -0.0751, -0.0417, -0.0528, -0.0457,\n", - " -0.0151, -0.0770, -0.0077, -0.0862, 0.0032, 0.0435, 0.0223, 0.0425,\n", - " -0.0954, -0.0481, -0.0144, 0.0672, 0.0758, -0.0733, -0.1249, -0.1474,\n", - " -0.0789, -0.0152, -0.0889, 0.0270, 0.0376, -0.0362, -0.1246, -0.0035,\n", - " -0.0312, -0.1885, -0.0431, -0.0173, -0.0223, -0.0870, 0.0403, -0.0608,\n", - " -0.1849, -0.0257, 0.0020, -0.0157, 0.4026, -0.0155, 0.0011, 0.0038,\n", - " -0.0837, -0.0311, -0.0061, -0.0633, -0.0831, -0.0454, 0.0027, -0.0451,\n", - " 0.0438, -0.0739, -0.1006, 0.1164, -0.0047, -0.0941, 0.0034, 0.0122,\n", - " -0.0217, 0.0153, -0.0116, -0.0203, -0.0533, -0.1309, -0.0143, -0.0578,\n", - " -0.0020, 0.0308, -0.0312, -0.0319, -0.0300, -0.0698, -0.0906, -0.0053,\n", - " -0.0249, -0.0273, -0.0766, 0.0182, 0.0439, 0.0703, 0.0296, -0.0598,\n", - " -0.0764, -0.0179, -0.0489, 0.0081, -0.0806, -0.0581, -0.0394, -0.0620,\n", - " -0.0625, -0.0450, -0.0331, -0.0648, -0.0778, 0.0114, -0.0066, -0.0859,\n", - " 0.0314, 0.0083, 0.0150, 0.0055, -0.0832, 0.0088, 0.0546, -0.0565,\n", - " -0.0397, 0.0064, 0.0359, -0.0910, -0.0219, -0.3944, -0.0727, 0.0600,\n", - " -0.0708, -0.0015, 0.1029, -0.0834, 0.0049, 0.0095, -0.0583, -0.0552,\n", - " -0.1132, 0.0044, -0.0718, -0.0085, 0.0456, 0.0432, -0.0600, -0.0066,\n", - " 0.0048, 0.0477, -0.0959, 0.0177, 0.0112, 0.0405, -0.0802, -0.0053,\n", - " -0.1090, 0.0286, 0.0267, -0.0175, -0.0608, -0.0631, 0.0327, -0.0479,\n", - " -0.0205, -0.0327, -0.0849, -0.0227, 0.0174, 0.0492, -0.0509, -0.0273,\n", - " 0.0507, -0.1045, -0.0732, 0.0489, 0.0583, -0.0851, -0.0579, 0.0561,\n", - " 0.0598, -0.1255, 0.0375, -0.1127, 0.0607, -0.0307, 0.0584, 0.0147,\n", - " -0.0691, -0.0705, -0.0738, 0.0286, -0.0404, 0.0138, 0.0565, -0.0675,\n", - " -0.0029, 0.0643, -0.0356, -0.0411, -0.1296, 0.0493, -0.1275, -0.0420,\n", - " -0.0019, -0.0944, 0.0128, 0.0114, -0.0541, 0.0503, 0.0060, -0.1279,\n", - " -0.1307, 0.0355, 0.0008, -0.0223, -0.0362, -0.0404, -0.0632, 0.0242,\n", - " -0.0036, -0.0299, -0.0205, -0.0075, 0.0221, -0.0787, 0.0577, 0.0008,\n", - " -0.0731, -0.0897, 0.0188, -0.0373, -0.0118, -0.0210, -0.0712, -0.1044,\n", - " 0.0604, -0.0097, -0.0137, -0.0534, -0.0775, -0.0415, -0.0097, 0.0084,\n", - " -0.0316, -0.0532, -0.0152, -0.0512, -0.0626, -0.0670, -0.0256, -0.0228,\n", - " -0.0301, -0.0299, 0.0155, -0.0198, 0.0342, -0.0514, 0.0095, -0.0317,\n", - " -0.0259, 0.0155, 0.0013, -0.1621, 0.0204, -0.0190, 0.0917, -0.0652,\n", - " 0.0325, -0.1498, -0.0927, 0.0203, -0.0127, -0.0062, -0.0394, -0.0076,\n", - " -0.0778, -0.0963, -0.0118, 0.0190, -0.0191, -0.0137, -0.0625, 0.0240,\n", - " -0.0225, -0.0365, -0.0591, 0.1298, -0.0469, -0.0294, 0.0265, -0.0363,\n", - " 0.0212, 0.1852, 0.0651, 0.0059, -0.1359, -0.1087, 0.0112, 0.0228,\n", - " -0.0690, -0.0839, -0.0561, -0.0127, -0.0370, -0.0546, -0.1029, 0.0013,\n", - " -0.0007, 0.0517, -0.0216, -0.0530, 0.0330, -0.0619, -0.0798, 0.0206,\n", - " -0.0292, -0.0030, -0.0263, -0.0627, -0.0496, -0.0024, 0.0144, -0.0274,\n", - " 0.0608, 0.0106, -0.1235, -0.0245, 0.0440, -0.0570, -0.1041, 0.0226,\n", - " 0.0360, -0.0418, -0.2256, -0.0345, 0.0034, -0.0755, -0.0527, -0.0037,\n", - " -0.0829, -0.0553, -0.0804, -0.0341, -0.0821, -0.0398, -0.0806, -0.0447,\n", - " -0.0526, -0.0446, 0.0267, -0.1076, -0.1040, -0.1036, -0.0997, -0.0715,\n", - " -0.0763, -0.0324, -0.0363, 0.0311, -0.0068, -0.0449, 0.0513, -0.0490,\n", - " 0.0077, -0.0208, -0.0224, 0.0070, -0.0693, -0.0291, -0.1181, -0.0754,\n", - " -0.0144, -0.0883, -0.1563, 0.0232, -0.0699, -0.0399, -0.1189, -0.0895,\n", - " -0.0618, -0.1529, -0.0530, -0.0586, -0.0345, -0.0793, -0.0939, -0.1137,\n", - " 0.0045, -0.0848, -0.0840, -0.0147, -0.0186, 0.0453, -0.0634, -0.0298,\n", - " -0.0166, -0.0374, -0.0228, -0.1154, -0.0776, -0.0829, 0.0357, -0.0140,\n", - " -0.0511, -0.0351, 0.0111, -0.0115, -0.0834, -0.0402, -0.1005, 0.0192,\n", - " -0.0636, 0.0080, -0.0979, -0.0889, -0.0850, -0.0767, -0.0415, -0.0674,\n", - " 0.0186, -0.0366, -0.0758, 0.0281, -0.1797, -0.1145, -0.1511, -0.0138,\n", - " -0.0571, -0.0191, -0.1545, -0.0238, 0.0490, 0.0011, -0.0952, -0.0147,\n", - " 0.0318, -0.0474, 0.0041, -0.0517, -0.0606, -0.0468, -0.0370, -0.0494,\n", - " 0.0494, -0.0295, -0.0656, 0.0257, -0.0926, -0.0170, 0.0046, -0.0186,\n", - " -0.0735, -0.0205, -0.1218, -0.0899, -0.0707, -0.1151, -0.0393, -0.0601,\n", - " -0.0597, -0.1032, -0.0373, -0.1142, -0.0232, -0.0920, -0.0336, -0.0248,\n", - " 0.0238, 0.0313, -0.0158, -0.0377, -0.0832, -0.0189, -0.0183, -0.0170,\n", - " 0.0295, -0.0519, -0.0308, -0.1033, -0.0951, -0.1138, -0.1794, -0.0275,\n", - " -0.0421, -0.0760, -0.0067, -0.0455, -0.0449, -0.0350, -0.0520, -0.0168,\n", - " -0.0117, -0.0705, 0.0124, -0.0135, -0.0984, -0.0491, -0.0419, 0.0383,\n", - " 0.0055, -0.0940, 0.0520, 0.0210, 0.0569, -0.1007, 0.0273, -0.0406,\n", - " -0.0539, -0.0839, -0.0501, 0.0564, 0.0291, -0.0338, -0.0411, -0.0584],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.7320e-01, 2.7564e-01, 1.6801e-01, -1.0946e-01, 1.6433e-01,\n", - " -1.1501e-01, -2.5965e-01, -1.3676e-01, -3.0756e-01, -4.5222e-01,\n", - " 1.0455e-01, -8.2313e-02, -9.7356e-02, -2.0522e-02, 1.1782e-01,\n", - " 7.8542e-02, -1.1049e-01, 8.0185e-02, 3.4537e-02, -6.8996e-02,\n", - " -6.8539e-04, 2.3121e-01, 1.2190e-01, 1.4254e-01, -7.6825e-02,\n", - " 1.5386e-01, 9.6756e-04, 1.0246e-01, 1.4043e-01, -1.5966e-01,\n", - " 9.6837e-02, -7.7318e-02, -1.9484e-01, -1.9053e-01, 1.0360e-01,\n", - " 5.3831e-02, -4.9414e-02, -6.6477e-02, -3.7657e-01, -7.1103e-02,\n", - " -1.0054e-01, 2.5992e-02, 8.5837e-02, -1.5185e-01, -1.9960e-01,\n", - " 3.3462e-02, 9.3283e-02, 1.0449e-02, -1.1986e-01, 2.9790e-02,\n", - " 8.9505e-02, -5.6212e-01, 1.6015e-02, -1.9010e-01, -1.0605e-01,\n", - " 4.2881e-01, -1.3245e-01, 2.2508e-02, 5.6486e-02, 1.3082e-02,\n", - " 6.0775e-02, -1.2402e-01, -1.5106e-01, -2.7335e-02, 4.6939e-02,\n", - " 6.7610e-02, -4.5839e-02, -1.4043e-01, 2.6865e-02, 1.1789e-01,\n", - " 8.3281e-02, -1.1749e-01, -2.7336e-02, -1.0146e-01, -1.0023e-02,\n", - " 1.8679e-02, -4.6721e-02, 1.0331e-01, -2.6473e-02, -2.3453e-03,\n", - " 3.5099e-02, 7.7252e-02, -8.4766e-02, 2.6956e-02, -1.0387e-02,\n", - " 7.5344e-03, 4.8875e-02, 1.5754e-01, 2.8643e-02, -3.7302e-01,\n", - " 2.1546e-02, -5.0943e-02, -1.3887e-01, -3.7433e-02, 1.0358e-01,\n", - " -8.3962e-02, 3.5827e-03, 1.5992e-02, 3.8199e-02, 3.9727e-02,\n", - " 1.0444e-01, 8.0221e-03, 1.9151e-03, 1.0797e-01, 2.7536e-02,\n", - " -6.8220e-02, -1.7814e-01, -1.2172e-01, -9.4352e-03, 6.9027e-03,\n", - " 4.2963e-02, 6.0186e-02, 3.5739e-02, -8.4796e-03, 2.8408e-02,\n", - " -2.6423e-02, 4.9959e-02, -1.2033e-01, -6.1035e-02, -3.7870e-02,\n", - " -3.9938e-02, -1.0540e-01, 6.1891e-02, -1.0943e-01, 2.5029e-02,\n", - " -1.8734e-02, 5.7372e-02, 3.3772e-02, -5.6644e-02, 1.0357e-01,\n", - " -3.0201e-02, -1.6234e-02, -8.5402e-03, 5.3458e-02, 3.5594e-02,\n", - " 3.1099e-01, -4.3909e-03, 2.9640e-02, 3.5402e-02, 4.8827e-02,\n", - " 5.5762e-02, -3.7136e-02, -4.3377e-02, -9.0666e-03, 2.9445e-01,\n", - " 2.8900e-02, 1.6810e-01, 1.8640e-01, 7.0300e-02, 7.3995e-03,\n", - " 3.0445e-03, 2.0979e-02, -5.8626e-02, -8.9109e-02, 3.3598e-02,\n", - " -1.5182e-01, -1.3335e-02, -3.4212e-02, -8.5288e-02, 2.9526e-02,\n", - " -4.1458e-02, -4.6676e-03, -3.0182e-02, -4.1767e-02, 9.5861e-03,\n", - " 4.8522e-02, 1.8692e-02, 2.4852e-02, 6.2277e-02, 3.6467e-02,\n", - " -1.4704e-02, -2.1897e-02, 1.4816e-02, -3.1324e-02, -7.2268e-02,\n", - " -2.7947e-02, -4.2553e-03, 7.6898e-02, 1.9814e-02, 1.2107e-02,\n", - " -1.3267e-03, -1.9437e-02, -1.3880e-02, 2.0714e-02, 5.3281e-02,\n", - " -3.7401e-04, -4.2188e-02, 6.7908e-02, -5.8861e-02, 3.9379e-01,\n", - " -6.2880e-02, 7.7869e-02, 8.6686e-03, -1.0203e-01, 7.9725e-02,\n", - " 1.5196e-01, 3.2455e-02, -5.8956e-02, -5.4950e-02, 1.4758e-01,\n", - " -1.2702e-02, 6.1879e-02, -3.1377e-02, 6.6695e-02, 4.1350e-01,\n", - " -9.6838e-02, -1.6969e-02, 8.8450e-02, -7.1085e-02, -1.4452e-01,\n", - " 1.9861e-01, -6.6498e-02, 2.0113e-01, -7.8476e-03, -4.7528e-02,\n", - " 2.4191e-01, 1.3656e-01, 9.5301e-02, -6.4145e-02, -7.1374e-02,\n", - " 3.2755e-02, 3.4154e-02, -1.2198e-01, 1.0070e-01, 4.2204e-02,\n", - " -4.1294e-02, -2.7414e-01, 7.8458e-02, 1.7985e-02, -5.3209e-02,\n", - " 1.7914e-01, -5.9048e-02, 1.9316e-02, 3.4753e-02, 4.9406e-02,\n", - " -9.9810e-03, -2.3435e-02, -2.4189e-02, -1.4754e-02, -5.4571e-02,\n", - " 5.5427e-03, -1.3005e-01, -6.0540e-02, -3.5419e-02, -1.6945e-01,\n", - " 7.2037e-02, -2.0355e-01, -2.4700e-02, 5.9223e-01, -3.2709e-02,\n", - " -3.6467e-01, 1.3766e-01, 7.3804e-03, -5.7466e-02, -4.5262e-01,\n", - " 5.3320e-01, 1.4653e-02, -5.3511e-01, -7.9959e-02, -2.7725e-01,\n", - " -4.9290e-02, -8.2923e-02, -1.2798e-01, -4.8806e-02, 4.0604e-01,\n", - " -9.3989e-02, 3.1515e-02, -4.7405e-02, -2.5840e-01, 9.2174e-02,\n", - " -2.2418e-02, 1.0518e-01, 2.5103e-01, -2.5583e-02, -8.0158e-02,\n", - " -1.1482e-01, -9.4407e-03, -1.7852e-01, -4.0589e-01, -6.8807e-02,\n", - " -1.0773e-01, 1.4703e-02, -6.8576e-02, -7.0198e-02, -8.9323e-02,\n", - " 6.0330e-02, 9.7816e-04, -1.0086e-02, -1.7715e-01, -1.6224e-01,\n", - " -2.1147e-01, 8.4533e-02, -3.0224e-01, 1.1185e-01, -8.5589e-03,\n", - " -6.6196e-03, 6.0883e-02, -7.1100e-02, 6.0094e-02, 1.0731e-01,\n", - " -1.3487e-01, 8.3011e-02, -6.0105e-01, -3.5929e-02, 7.3076e-02,\n", - " -5.7277e-02, 4.3773e-02, -1.1398e-01, 5.3938e-02, -1.5496e-01,\n", - " 1.1288e-01, 1.0715e-01, -4.6787e-02, 1.7874e-01, 1.4040e-01,\n", - " -3.8578e-02, 1.1868e-01, 8.4559e-03, -1.8232e-01, 7.5751e-02,\n", - " -6.0354e-02, 5.3493e-02, -7.4604e-02, 2.2840e-02, 1.5490e-02,\n", - " -1.3711e-01, -6.9488e-02, 1.3589e-01, 1.1215e-01, 2.1697e-01,\n", - " 1.7026e-01, -1.8576e-02, 2.5642e-02, -4.4382e-02, -7.3328e-02,\n", - " -6.6732e-02, -2.2719e-01, 2.1527e-01, 2.3750e-01, 3.3245e-02,\n", - " -1.3371e-01, 7.4754e-02, -1.8352e-02, -2.8568e-01, 6.0296e-02,\n", - " 1.8279e-01, -3.4655e-01, -1.7734e-01, -1.5439e-01, -4.2068e-02,\n", - " -7.3426e-02, -2.2166e-01, 7.0533e-02, -2.1574e-02, -1.5921e-01,\n", - " -6.5094e-03, 4.6895e-03, -9.1767e-02, 3.2723e-01, 3.8830e-02,\n", - " -7.0434e-02, -1.1525e-01, -5.2732e-02, -3.8188e-01, 8.1533e-02,\n", - " -8.2644e-02, -4.3686e-02, 4.2705e-02, -3.6868e-02, -1.2710e-01,\n", - " 6.6387e-02, 3.1489e-01, -9.6629e-02, 2.8232e-02, 2.0438e-01,\n", - " -2.5586e-01, -1.9172e-01, -8.1620e-02, -7.8418e-02, -5.0672e-02,\n", - " -1.4263e-03, -1.7466e-01, 2.9178e-01, -1.4581e-01, 4.5171e-01,\n", - " 2.3722e-02, -6.7360e-02, -3.2100e-01, 9.5195e-02, -3.0183e-02,\n", - " 8.8918e-02, 9.8326e-02, -3.8812e-02, 7.0108e-03, -2.7218e-02,\n", - " 1.2149e-01, 1.2170e-01, 6.4152e-02, 1.3856e-01, 2.0319e-01,\n", - " -1.2406e-02, -3.3662e-02, -2.9577e-01, -6.0254e-02, -1.5550e-01,\n", - " -1.7203e-02, -8.5194e-02, -1.0121e-01, 1.2949e-01, -2.2391e-02,\n", - " 7.1436e-02, -2.2944e-02, -5.5513e-02, 3.1333e-02, -1.3266e-03,\n", - " -1.9792e-02, -3.7933e-02, 4.2671e-02, 6.8155e-02, 1.8280e-01,\n", - " -4.4027e-02, 7.4757e-02, -1.7191e-02, 2.0812e-01, -1.4751e-01,\n", - " -6.4549e-03, 3.4848e-02, 1.2639e-01, 8.1256e-02, 2.6128e-02,\n", - " 1.5166e-01, 2.5059e-02, 1.1826e-02, 3.9595e-02, 6.2490e-02,\n", - " 1.5677e-02, 9.7257e-03, 1.0735e-01, 5.3689e-02, 2.3702e-02,\n", - " -1.2501e-02, -4.3975e-03, -9.2992e-02, 7.3544e-03, 3.3834e-02,\n", - " 5.1966e-01, 1.1597e-01, -3.8785e-02, 1.3125e-02, 6.0365e-02,\n", - " -1.0053e-01, 2.4324e-02, -8.9363e-02, 3.4038e-02, -1.1178e-01,\n", - " 5.2339e-02, 1.8750e-03, 9.4650e-03, -1.1856e-02, -5.7726e-02,\n", - " 3.7086e-02, -1.2743e-01, -1.8709e-01, -5.7171e-02, 2.1731e-02,\n", - " -4.8788e-03, -3.7495e-03, 6.1311e-02, -2.2428e-02, 1.2139e-01,\n", - " 1.2845e-02, 4.0430e-02, 6.4236e-02, -1.1398e-01, 6.0150e-02,\n", - " -1.3802e-02, -8.4135e-02, 3.5113e-02, -8.6468e-02, -4.2051e-02,\n", - " 1.5604e-01, 2.7852e-02, 2.8703e-02, -1.7455e-02, 7.2719e-02,\n", - " 1.1109e-01, -6.4430e-02, 7.3712e-02, -7.8993e-03, 4.7608e-02,\n", - " -1.6314e-01, -7.6833e-04, 2.9831e-03, 2.2381e-02, -5.3821e-02,\n", - " -2.6207e-02, -4.7822e-02, 1.1914e-02, -6.0980e-02, -5.8691e-02,\n", - " -1.1302e-01, -8.0492e-02, -5.9016e-02, 4.7241e-02, -3.9762e-03,\n", - " -1.6534e-02, 1.2901e-01, 2.6081e-03, 4.7595e-02, 4.6179e-03,\n", - " 1.3729e-02, -9.8050e-02, -3.9306e-02, 5.8834e-02, 4.1617e-02,\n", - " -3.9325e-02, 2.8185e-02, 1.7843e-01, 5.7797e-03, 1.6322e-01,\n", - " -1.0136e-02, -9.2339e-02, 5.5120e-02, 1.7150e-02, -1.1160e-01,\n", - " -1.6542e-01, -5.8538e-02, 2.0441e-01, -8.1838e-02, -1.1547e-02,\n", - " -1.2214e-01, -3.7454e-02, 2.8398e-02, -1.1025e-01, -3.9965e-02,\n", - " 5.4967e-02, 1.2523e-01, 8.2581e-03, -1.5706e-02, 9.6512e-02,\n", - " 6.3146e-02, -4.8508e-02, -4.8220e-02, 1.6431e-01, -1.5689e-01,\n", - " -4.2196e-02, -1.4467e-01, -7.2190e-02, -9.8855e-02, 1.1092e-01,\n", - " -1.3427e-01, -2.1102e-02, 2.8980e-02, 5.8931e-02, -1.9289e-01,\n", - " 3.9312e-02, -8.9614e-02, 1.8962e-01, 1.5337e-01, -4.9258e-02,\n", - " 1.4467e-01, -7.1784e-02, -1.7800e-02, 4.2765e-02, -1.0496e-01,\n", - " -4.3258e-02, 2.4272e-01, 3.5461e-02, 9.0323e-02, 6.4709e-02,\n", - " -1.3383e-01, 9.2523e-02, 1.3498e-01, -1.5756e-02, 6.8946e-02,\n", - " -4.8128e-02, -6.7364e-02, 2.8747e-02, 4.4364e-02, -1.1018e-01,\n", - " -2.3190e-01, -7.9850e-03, -2.5743e-02, -1.6074e-01, 1.0216e-02,\n", - " -1.0832e-01, 3.2553e-03, -1.8579e-02, 1.3821e-01, -4.7067e-02,\n", - " 3.1258e-02, 1.8454e-02, 1.4777e-01, 1.7165e-02, -2.7422e-02,\n", - " 7.1260e-02, 1.3168e-01, -5.1671e-02, -5.5426e-02, 4.6418e-02,\n", - " -6.2156e-02, -3.5482e-02, 2.3922e-02, 1.0066e-01, -3.2118e-03,\n", - " 6.3788e-02, 2.0837e-02, 3.4611e-02, 3.3444e-02, -1.4793e-01,\n", - " -1.2542e-01, 4.1686e-02, -5.0338e-02, -6.2926e-02, 6.5407e-03,\n", - " 6.2322e-02, -1.8277e-02, -5.3374e-03, 2.7269e-02, 9.6309e-03,\n", - " -1.1980e-01, -2.3828e-01, 3.3603e-02, -3.6013e-01, -1.6221e-01,\n", - " 1.9689e-01, -7.6836e-02, 9.5773e-03, -2.9806e-01, -2.2550e-01,\n", - " 9.9112e-02, 5.5622e-03, 1.2271e-01, -3.9162e-02, -2.5245e-02,\n", - " -1.4887e-01, 1.4583e-01, -1.0624e-01, 3.8377e-02, 1.2560e-01,\n", - " -3.6513e-02, -1.3570e-02, -1.1723e-01, -1.0367e-02, 1.4196e-01,\n", - " 1.0923e-01, -1.7966e-02, 6.1588e-02, -5.4218e-02, 1.0561e-02,\n", - " -2.6577e-02, -6.6006e-02, 2.6353e-01, 3.3464e-02, -5.2366e-02,\n", - " 1.1190e-01, -3.3754e-02, -1.4095e-02, 5.6536e-02, 1.2747e-01,\n", - " -7.5171e-02, 1.8377e-01, -6.4150e-02, -9.7813e-02, 3.8508e-02,\n", - " 9.0241e-02, 3.5016e-02, -9.3217e-02, -2.4868e-02, 6.6117e-02,\n", - " -1.9959e-03, 2.2771e-04, 3.8253e-02, -5.8056e-02, -9.9978e-02,\n", - " 5.4882e-02, -5.5983e-01, -5.8213e-02, 9.8691e-03, 1.6316e-01,\n", - " -9.9931e-03, 5.0991e-02, 1.2060e-01, 7.6161e-02, -6.2427e-03,\n", - " 7.9776e-02, -6.4415e-02, 4.7739e-02, 1.0165e-01, -1.4638e-01,\n", - " -4.5975e-01, -3.5137e-02, -6.4740e-02, 3.6821e-01, -1.7787e-01,\n", - " -8.4177e-02, 6.7361e-02, 1.0351e-01, 6.3708e-03, -5.1051e-02,\n", - " 4.6443e-01, 6.1040e-02, -4.9465e-02, 1.3759e-01, 1.1129e-02,\n", - " -1.5333e-02, 2.3792e-01, -1.8632e-02, -1.0662e-01, 9.9842e-02,\n", - " 4.6955e-02, 3.8062e-02, 1.5958e-01, 1.3527e-03, 2.3986e-02,\n", - " -3.4152e-03, 3.3280e-02, -1.5283e-02, 9.5744e-03, -2.2178e-02,\n", - " 3.3018e-02, 3.5798e-02, -4.5944e-02, 6.0943e-03, -1.1503e-01,\n", - " 4.3222e-02, -1.1779e-01, 3.8099e-02, 4.9425e-02, 5.1690e-02,\n", - " -7.6169e-03, -2.3869e-02, 1.3687e-01, 1.6250e-01, -6.4569e-03,\n", - " -6.2928e-02, -4.0630e-02, -2.2092e-02, 2.8246e-02, 1.6935e-02,\n", - " 2.3433e-02, -1.6474e-01, -4.2601e-02, -1.1407e-01, 5.0228e-02,\n", - " 2.3031e-01, -6.1036e-02, 2.6556e-02, 5.3949e-02, -1.8469e-02,\n", - " 7.1338e-02, -7.3462e-03, -4.6701e-01, -8.6443e-03, -2.1607e-02,\n", - " -1.8485e-01, 7.2641e-03, 9.4939e-02, -2.3559e-02, -2.2438e-02,\n", - " -4.6744e-02, -1.7221e-01, -9.2950e-03, -7.6654e-02, -2.3064e-03,\n", - " 4.6992e-02, -1.3251e-03, -3.4719e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.2470e-03, -1.1920e-04, 4.6079e-03, -3.1561e-03, 4.3431e-03,\n", - " -2.5806e-04, -5.0659e-03, -1.3902e-03, -5.4021e-03, 1.6513e-02,\n", - " -1.3870e-04, -3.4022e-03, 4.6551e-03, -1.7483e-04, -9.4910e-04,\n", - " -2.4911e-03, -5.1636e-03, -4.9368e-03, -3.7888e-03, -6.9530e-04,\n", - " -4.8290e-03, -1.9486e-03, 5.6278e-03, -6.4632e-03, 5.0100e-03,\n", - " 7.3379e-03, 1.0708e-02, -1.2730e-02, -5.9149e-03, 8.0134e-04,\n", - " -7.1502e-03, 5.3072e-04, 3.9203e-05, 4.0269e-03, 3.2698e-03,\n", - " 4.6497e-03, 4.1828e-03, 1.0847e-02, 1.0813e-02, 6.6262e-03,\n", - " 4.1618e-04, 3.7545e-03, -1.5762e-03, -1.1121e-03, 9.7172e-03,\n", - " 1.8708e-03, 7.0494e-03, 2.0148e-03, -4.4561e-03, 6.0335e-03,\n", - " -1.5361e-03, -3.8239e-03, -4.2156e-03, 1.1866e-02, -2.0446e-03,\n", - " -8.1411e-03, -4.0120e-03, -6.2358e-03, -6.0407e-03, 5.3579e-03,\n", - " 5.1899e-03, -8.6167e-03, -4.4947e-04, 3.5000e-03, -1.8516e-03,\n", - " -5.6742e-03, -4.2965e-03, -3.0243e-04, 7.1235e-03, 8.0150e-04,\n", - " 1.2844e-03, -1.1586e-02, -3.0757e-03, -5.1292e-03, -1.9154e-03,\n", - " -1.2069e-02, 6.8372e-03, -3.7349e-03, 1.1672e-03, 8.2992e-04,\n", - " 5.1807e-03, -4.9499e-03, -9.4046e-04, -6.4076e-03, -3.2127e-03,\n", - " 5.7733e-03, -8.4632e-03, 8.0267e-03, 1.0891e-03, -1.9436e-02,\n", - " 1.5872e-02, -1.9850e-03, 4.4641e-03, -1.0602e-02, -3.8690e-03,\n", - " 3.0769e-03, -9.8334e-04, 1.0641e-03, 3.4959e-03, 2.4596e-03,\n", - " 6.1120e-03, 3.1402e-03, -7.4678e-03, 7.0960e-04, -1.9886e-03,\n", - " 7.6009e-03, -3.8046e-03, -6.1919e-03, 6.4533e-04, -3.1439e-03,\n", - " -5.7226e-03, 6.0875e-03, 2.4895e-05, -4.9897e-03, -1.1555e-03,\n", - " -7.1541e-04, -4.6024e-03, -1.2073e-02, 9.2685e-03, 5.1200e-03,\n", - " 4.1310e-03, -4.5147e-03, 3.1825e-03, 1.9501e-03, 7.8177e-03,\n", - " -4.1686e-03, 2.2223e-04, 6.8082e-03, -7.5743e-03, 8.3183e-03,\n", - " -9.8970e-04, -1.1739e-03, -5.2149e-03, 2.0634e-03, 3.6613e-03,\n", - " 7.9307e-03, -1.9686e-03, 2.6337e-03, -7.4776e-03, 1.0666e-02,\n", - " 8.6025e-03, -3.4684e-03, -4.8284e-03, -5.6594e-03, 2.0071e-02,\n", - " -4.3614e-03, 8.0585e-03, 6.7736e-03, 2.2227e-03, 2.0749e-03,\n", - " 4.7810e-03, -2.7787e-03, -4.5497e-03, -3.4538e-03, 6.3264e-04,\n", - " 2.0299e-03, -6.6639e-03, -4.8250e-03, -1.3183e-02, 1.4143e-04,\n", - " -9.7408e-03, 4.9886e-03, -2.2729e-04, -8.9756e-03, -3.4896e-03,\n", - " -7.4078e-03, -5.8085e-03, -3.9339e-03, 7.9006e-03, 7.9996e-03,\n", - " -1.8455e-05, -3.2963e-03, 3.2712e-04, 1.0741e-03, -2.6993e-03,\n", - " -5.5264e-03, -1.8123e-03, 6.2596e-04, 2.8007e-03, 1.9259e-03,\n", - " 6.5844e-03, 4.4214e-03, 6.7486e-03, 4.6588e-03, 3.1888e-03,\n", - " 4.2958e-03, 3.2305e-03, 1.3668e-03, 3.4550e-04, 2.1624e-02,\n", - " 3.5299e-03, -2.4475e-03, -5.5032e-03, 3.3425e-03, -9.8938e-03,\n", - " -6.5203e-03, -4.4474e-03, 2.3073e-03, 2.4825e-03, -2.0325e-03,\n", - " -8.1897e-04, -2.2881e-03, 5.0828e-03, 4.7629e-03, 6.5203e-04,\n", - " 9.4280e-04, 3.4648e-03, -1.5629e-03, 1.3728e-03, -2.5695e-03,\n", - " -9.7179e-03, 1.1671e-03, -1.8411e-03, 1.5144e-03, -2.0073e-04,\n", - " -5.4003e-03, -1.9010e-04, -4.1864e-03, 9.8962e-03, -3.1431e-03,\n", - " -6.8543e-03, -3.0576e-03, -1.5540e-04, -5.5030e-04, -3.9187e-03,\n", - " -7.2448e-04, 1.0588e-02, 1.9787e-03, 2.6917e-03, -1.3206e-03,\n", - " -5.1123e-03, 5.2987e-03, -1.3027e-03, 4.2485e-04, 2.6784e-04,\n", - " 6.0593e-03, 3.4316e-03, -5.4926e-05, 3.0574e-03, 2.8558e-03,\n", - " 2.8907e-03, 4.2674e-03, 1.2046e-03, 7.6023e-03, 3.6620e-03,\n", - " -1.1088e-02, 1.0598e-02, 1.1425e-03, -7.8490e-03, -1.2543e-03,\n", - " 1.2815e-02, 4.3294e-03, 3.8940e-03, -2.0711e-03, -1.4461e-03,\n", - " -7.9667e-03, -3.5114e-03, 1.4405e-02, -4.6438e-03, 2.1489e-03,\n", - " 5.5370e-03, 1.1704e-02, -2.0782e-03, 6.6384e-03, -8.3118e-03,\n", - " -1.9808e-03, -2.5821e-03, 6.7746e-03, 1.5061e-03, -1.4028e-03,\n", - " 1.8406e-03, -7.6073e-03, -8.4268e-03, 7.5447e-03, 2.8804e-03,\n", - " 2.0071e-03, 2.7718e-03, 3.2720e-03, -1.0896e-03, -6.5392e-03,\n", - " 9.8332e-04, 3.5498e-03, 5.2902e-03, -2.3314e-03, 6.7990e-04,\n", - " 7.4625e-04, -7.0474e-03, -7.2756e-03, 2.2246e-03, -1.5508e-03,\n", - " -1.3465e-04, 6.7614e-03, 4.0286e-03, -1.2825e-02, 5.7042e-03,\n", - " 8.8918e-04, -1.3626e-03, 8.6332e-04, -9.7062e-03, 1.7268e-03,\n", - " 4.9055e-04, 6.0956e-03, 5.4950e-03, 6.2110e-03, 6.0843e-03,\n", - " 3.4672e-03, -8.3642e-03, 6.4734e-05, -1.0586e-02, 3.8304e-03,\n", - " -6.9621e-03, -4.4530e-03, 5.6207e-03, -5.8821e-03, 5.3550e-03,\n", - " 1.2501e-03, -4.8002e-03, -9.8423e-03, -8.6727e-03, 5.9714e-04,\n", - " 1.3846e-04, -9.1168e-04, -5.9143e-03, -3.1042e-04, -3.8824e-03,\n", - " -2.8302e-03, 3.0701e-03, 7.9194e-03, -5.6764e-03, -7.9514e-03,\n", - " -1.1876e-02, -6.4072e-03, 9.8141e-03, 1.1784e-02, -4.4489e-03,\n", - " -1.4549e-03, 2.3532e-03, 1.1932e-03, -1.3295e-02, 1.3960e-03,\n", - " 8.5535e-04, -1.1038e-02, 2.6521e-03, -1.2767e-02, 1.9987e-04,\n", - " -1.1103e-02, 1.5294e-03, -3.4077e-03, 2.6258e-03, 4.1966e-03,\n", - " 2.2695e-03, 9.9569e-03, -6.0308e-03, -6.8261e-04, 3.6186e-03,\n", - " 3.1012e-04, -2.9737e-03, -9.1448e-03, -6.0040e-03, -4.7155e-03,\n", - " -2.5581e-03, 1.7842e-03, 4.4440e-03, 1.8461e-03, 4.2548e-03,\n", - " -6.2460e-03, -7.1818e-03, -1.6346e-04, -2.1011e-03, -6.0896e-03,\n", - " -3.3830e-04, 3.2892e-04, 1.5842e-03, 3.0874e-03, 3.9469e-03,\n", - " 5.9877e-03, -6.2124e-03, 8.7982e-04, -6.8182e-03, -9.3356e-03,\n", - " 2.3618e-03, -8.0719e-04, -2.4822e-03, 1.0601e-02, -6.6501e-03,\n", - " -3.5422e-03, 2.7413e-03, 2.8973e-03, 5.5702e-03, 1.9828e-03,\n", - " -2.3673e-03, -1.5551e-03, 1.9931e-03, 3.1656e-03, 4.0783e-03,\n", - " 4.8626e-04, 6.6947e-03, -4.6916e-03, -1.3845e-03, -9.6774e-03,\n", - " -9.9566e-05, 5.1180e-03, -2.2834e-03, 1.2064e-03, -4.3550e-03,\n", - " 5.2013e-04, 4.6435e-03, -7.2695e-03, 6.9903e-03, 2.7208e-03,\n", - " -3.0689e-03, -4.9866e-03, 2.6796e-03, 1.5761e-03, 6.3831e-03,\n", - " -2.9030e-03, -1.4262e-03, 2.6076e-04, -1.8218e-03, -8.1130e-03,\n", - " 5.1950e-03, -1.0137e-02, -1.6106e-03, -2.4815e-03, -2.8463e-03,\n", - " 5.9207e-03, 2.4150e-03, 1.9148e-03, 8.0048e-03, -9.0899e-04,\n", - " 2.0875e-03, -9.7611e-04, 2.1602e-03, 2.7921e-03, 7.3744e-03,\n", - " 4.5901e-03, 1.8440e-03, -6.5460e-03, 7.2689e-03, 4.8562e-03,\n", - " 3.0542e-03, -8.1519e-04, -6.6916e-05, 6.5483e-03, -1.3926e-04,\n", - " -7.1967e-03, -3.7616e-03, -4.4375e-03, 3.0637e-03, 9.2903e-03,\n", - " -3.6695e-03, 6.4834e-04, -1.3021e-03, -3.3830e-03, -2.3933e-03,\n", - " -4.7595e-04, -1.9522e-03, -2.0408e-03, 1.9471e-03, 4.1722e-03,\n", - " 8.1013e-04, 1.9483e-03, 3.6480e-04, 1.7841e-03, -3.0006e-03,\n", - " -2.8441e-03, -1.3164e-04, 1.3392e-03, -2.5795e-04, 4.0011e-03,\n", - " 2.2979e-04, -2.6279e-03, 6.9032e-03, -3.7780e-03, 1.2662e-03,\n", - " -3.0393e-04, -2.5361e-03, 6.2284e-03, -5.0165e-03, -3.7989e-03,\n", - " 7.9342e-03, -2.4121e-03, 6.1822e-04, -2.3063e-03, -1.6079e-03,\n", - " -3.1107e-03, -9.4440e-04, -8.6168e-03, -1.7433e-03, 1.0860e-02,\n", - " -6.7330e-03, 1.4631e-03, -3.9264e-03, 2.7336e-03, -2.0671e-03,\n", - " -2.9078e-03, 3.6757e-03, -8.0931e-03, -2.0520e-03, -5.0601e-05,\n", - " -2.5430e-03, -1.6457e-03, 4.1547e-03, 3.9564e-04, 3.8542e-03,\n", - " -3.7395e-04, 5.9053e-03, -1.7660e-03, 3.8562e-04, 1.3720e-03,\n", - " 4.3301e-04, -9.1916e-03, -6.7282e-04, -2.4973e-03, 2.0779e-03,\n", - " 7.8103e-03, 4.1352e-03, -4.5572e-03, 2.4289e-03, -5.4116e-03,\n", - " -2.9837e-03, -2.5157e-03, -2.9894e-03, 9.2505e-04, 6.1965e-04,\n", - " 4.2563e-03, -6.1347e-03, 4.6927e-03, -3.5274e-03, -1.2582e-03,\n", - " -3.3952e-03, 1.9047e-03, -5.5998e-04, -1.4627e-03, -8.8564e-03,\n", - " -4.4272e-03, 6.2372e-03, 5.8206e-04, -9.3857e-03, 5.5110e-03,\n", - " -4.6755e-04, -1.5582e-03, -1.1438e-02, 6.3529e-03, 2.4976e-03,\n", - " -7.1437e-03, -1.7685e-03, -5.8337e-03, 3.4619e-04, -2.4055e-03,\n", - " -5.0630e-03, 7.4639e-03, 3.2297e-03, 8.0671e-04, -3.8354e-04,\n", - " 7.0612e-05, 7.1299e-03, 2.7232e-03, 1.8776e-03, -6.2731e-03,\n", - " 4.4811e-03, 4.9442e-03, -1.7353e-03, 7.4945e-04, 3.5349e-03,\n", - " 4.6123e-03, 1.0973e-03, 8.8787e-03, 1.2350e-02, 4.3001e-03,\n", - " 6.0430e-03, -3.9962e-04, 5.6535e-03, -2.7206e-03, 4.2285e-04,\n", - " 4.7691e-04, -2.9674e-03, 4.0179e-03, 1.7415e-03, -5.4990e-03,\n", - " -4.6904e-03, 2.4732e-03, 4.1243e-04, -1.8344e-03, 1.0910e-03,\n", - " -5.7840e-03, 8.3440e-03, 4.7510e-03, 9.1619e-03, -3.5300e-03,\n", - " -6.5683e-03, -2.8051e-03, 3.9208e-03, 2.8168e-04, -6.4946e-04,\n", - " 1.1568e-03, 5.6930e-03, -2.4589e-04, -8.7291e-03, 2.8622e-04,\n", - " 6.1108e-03, 3.5566e-04, 6.7640e-03, 1.9732e-03, -1.0824e-02,\n", - " 3.2188e-03, -6.3907e-04, -3.1048e-03, 1.7361e-03, -1.5609e-03,\n", - " 1.0463e-02, -3.6212e-03, -8.6391e-04, -7.2842e-03, 9.8570e-04,\n", - " -4.0789e-03, 2.9861e-03, -1.4272e-02, 1.8098e-03, -1.4626e-03,\n", - " 3.0207e-03, 1.1875e-04, 1.3779e-03, -1.2130e-02, -3.2088e-03,\n", - " 8.0327e-03, 3.5879e-03, -2.4478e-04, -9.4577e-03, -5.8266e-03,\n", - " 3.6276e-03, -4.0506e-03, 2.9889e-03, 7.5537e-03, -3.8848e-03,\n", - " -2.7813e-04, 4.7787e-03, 5.7054e-03, -2.8156e-05, -1.1205e-03,\n", - " 9.4752e-03, -2.9348e-03, -1.1014e-03, -5.5219e-03, -3.2049e-03,\n", - " -1.8709e-03, 3.6700e-03, -6.2822e-04, -4.3498e-03, -3.5481e-04,\n", - " -8.6728e-03, -1.2194e-03, -1.8336e-04, 5.4542e-03, -6.0909e-03,\n", - " -2.7877e-03, -8.6330e-04, -4.2260e-03, -1.6759e-03, -6.1510e-04,\n", - " 2.7705e-03, 8.7343e-03, 1.2738e-02, -1.0402e-02, -1.5460e-03,\n", - " -3.5030e-03, 5.6855e-03, -6.0889e-03, 5.2885e-03, 1.2397e-03,\n", - " 6.4746e-03, -3.9876e-03, -7.1194e-03, 4.0617e-03, -1.2035e-03,\n", - " 3.0181e-03, 1.8153e-02, 4.8571e-03, -1.4389e-03, -4.0256e-03,\n", - " -1.4215e-03, -4.1685e-03, -1.2176e-02, -3.9216e-03, 3.7874e-03,\n", - " 2.7529e-03, 1.4144e-02, -4.4793e-03, 7.0816e-04, 3.3765e-04,\n", - " 1.4426e-02, -6.7755e-03, -6.8462e-05, -1.0765e-02, 8.7603e-04,\n", - " -1.1458e-03, -2.4012e-03, -1.8208e-02, 1.5817e-03, 4.0696e-03,\n", - " -2.3120e-02, -5.5583e-03, 8.6350e-03, 1.7475e-03, -5.5555e-03,\n", - " -2.7651e-03, -9.0205e-04, -4.0749e-03, 1.0179e-03, -8.2821e-04,\n", - " -1.9171e-03, -2.8733e-03, -8.4613e-05, 2.2761e-03, -5.4357e-03,\n", - " -1.1103e-03, -1.1556e-03, -2.8371e-04, -5.2364e-03, -1.3415e-03,\n", - " 9.8636e-04, 9.8714e-04, 5.2567e-05, -2.2907e-03, 6.1414e-03,\n", - " -3.6127e-03, 1.9502e-03, 6.5552e-03, 9.0150e-04, -2.8471e-04,\n", - " 4.4339e-04, -2.3325e-03, -2.1127e-03, -3.4575e-03, -5.7528e-04,\n", - " 9.0375e-04, -1.0471e-03, -8.6204e-05, -3.7940e-03, -2.0911e-03,\n", - " 9.4940e-04, -1.0628e-03, 4.9664e-03, 7.3037e-04, -3.4284e-03,\n", - " 3.6383e-03, 7.3874e-03, -4.1659e-03, 3.1823e-03, -2.6189e-03,\n", - " -5.1144e-03, -6.4309e-04, 6.6350e-03, -2.1916e-03, 2.3002e-03,\n", - " 4.1632e-03, -6.5650e-03, 1.4118e-03, -1.7440e-03, -2.6755e-03,\n", - " 3.4951e-03, 2.8732e-03, -1.7719e-03, -3.0961e-03, -3.1050e-03,\n", - " -2.3345e-03, -5.2766e-03, -3.8348e-04], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.4921e-02, 1.8132e-02, -1.8288e-03, -1.4206e-02, -5.0894e-03,\n", - " 4.8221e-02, 8.5166e-03, 2.5981e-03, 2.7892e-02, 2.1551e-02,\n", - " 6.1439e-03, 3.9281e-03, -1.2156e-02, 1.3217e-02, -9.7741e-03,\n", - " -1.6178e-02, -1.5600e-02, 1.5788e-02, -6.4762e-04, 4.2904e-03,\n", - " 1.8258e-02, -3.4663e-03, 1.4401e-02, 4.3977e-02, -1.5816e-02,\n", - " -1.7426e-02, 1.4761e-02, -1.7251e-02, 2.6874e-02, -1.3058e-02,\n", - " 4.4215e-02, 1.7680e-02, -1.1854e-02, -1.7741e-02, -7.4324e-04,\n", - " 1.7306e-02, -5.4225e-02, -2.0079e-02, -7.4739e-03, -2.0194e-03,\n", - " 3.3924e-02, 3.0160e-03, 3.1900e-03, -1.6965e-02, 7.2989e-03,\n", - " -1.1904e-02, -4.2312e-03, 1.4134e-03, -3.5267e-03, 2.5431e-02,\n", - " 9.4091e-03, 2.1810e-03, -2.4993e-02, -1.4065e-03, -1.8494e-02,\n", - " -1.2197e-02, 4.2435e-03, 3.6315e-03, -1.2804e-02, -2.8301e-03,\n", - " -7.5398e-03, -4.4491e-03, 2.1042e-02, 4.0765e-04, -2.2260e-02,\n", - " 6.5892e-03, 9.1140e-03, 2.4256e-03, -2.3631e-02, 2.2210e-02,\n", - " -2.9815e-03, -4.1057e-02, 1.4195e-02, -9.6282e-03, 3.2480e-02,\n", - " -1.4851e-02, 1.5299e-02, -1.3757e-02, 3.6770e-02, -4.2210e-02,\n", - " 9.8289e-03, 1.7749e-02, 1.5550e-02, -2.7928e-02, -3.2709e-02,\n", - " 1.9352e-03, 4.2440e-02, 6.6678e-03, 1.2637e-02, 2.4880e-02,\n", - " -4.2041e-03, -2.5825e-02, 2.4536e-02, 1.2561e-02, 4.0903e-03,\n", - " -1.8097e-02, -3.7761e-02, 4.3217e-02, -2.2104e-02, -6.0344e-02,\n", - " -4.5369e-03, -1.2649e-02, -1.4669e-02, -3.3482e-03, 3.5630e-02,\n", - " -1.3973e-02, -1.1997e-02, 2.3257e-02, 2.6717e-02, 6.2876e-03,\n", - " -5.4595e-03, 1.8707e-02, 3.3541e-02, 1.5454e-02, 8.3214e-03,\n", - " 1.4163e-02, 6.5161e-03, 6.1715e-02, -2.9925e-02, 1.1095e-02,\n", - " -1.3704e-02, 1.9510e-02, 2.2855e-02, 1.8323e-02, -2.2118e-02,\n", - " -1.6011e-02, -2.5868e-04, 1.3484e-02, -5.7017e-02, -1.0072e-03,\n", - " -1.0623e-02, 2.4299e-02, 2.3758e-04, 1.2222e-02, -1.9208e-02,\n", - " -4.0847e-02, 1.2747e-02, -2.7922e-02, -7.9820e-03, -3.3200e-02,\n", - " -4.0855e-02, -4.9498e-02, 2.7119e-02, -2.2179e-02, 1.6361e-04,\n", - " 1.6296e-02, 3.2471e-02, -3.2432e-02, 9.9736e-04, -1.9066e-02,\n", - " 2.6569e-03, -1.3848e-02, -2.8495e-02, -4.7410e-03, -1.6528e-02,\n", - " -1.2160e-02, 4.4841e-02, -2.0999e-02, -2.2275e-02, -3.2732e-02,\n", - " -2.8265e-02, 2.3457e-02, -2.5313e-03, 3.5677e-02, 1.0989e-02,\n", - " -3.4196e-02, 1.2228e-02, 1.7594e-03, 1.7916e-02, 6.4718e-03,\n", - " -5.7328e-02, 2.1537e-02, -1.5395e-02, 1.0865e-02, 1.5307e-02,\n", - " 4.2381e-02, 6.3812e-03, 5.6162e-02, -3.4113e-02, -1.1295e-03,\n", - " -4.5396e-03, 4.3266e-03, -7.9750e-03, -2.9166e-02, 1.9396e-03,\n", - " -7.5277e-03, -7.5666e-02, 1.3804e-02, -5.6719e-02, -5.9091e-02,\n", - " 1.5869e-02, 1.7618e-02, -7.2110e-03, 6.5488e-03, 5.4746e-02,\n", - " 5.1521e-02, 2.7586e-04, -1.4525e-02, 5.7272e-02, -2.3869e-03,\n", - " 2.9570e-02, 9.0027e-03, -6.9851e-03, -3.2935e-02, 3.0641e-03,\n", - " -3.2481e-02, -1.0294e-01, -6.5088e-02, 2.2527e-02, -1.4005e-02,\n", - " -8.7853e-03, 1.6198e-02, -1.8955e-02, 1.2850e-02, 6.1760e-02,\n", - " 2.1530e-02, -1.9710e-02, -2.9572e-02, 9.4909e-02, 4.8718e-03,\n", - " -6.5398e-02, 2.0899e-02, 5.6139e-02, -3.5306e-02, -1.4403e-02,\n", - " 3.8991e-02, -6.5315e-02, -1.6949e-02, 4.3898e-02, 5.8725e-02,\n", - " 4.4739e-02, 5.8222e-02, 2.6367e-02, 2.5034e-02, 2.9534e-02,\n", - " 1.4338e-02, 3.7384e-03, -3.9763e-02, -4.5705e-03, 2.7633e-02,\n", - " -2.2981e-02, 9.2623e-03, -3.1930e-02, -5.2171e-02, -6.6210e-02,\n", - " 1.7983e-02, -6.6394e-02, -2.5487e-02, -4.3274e-03, -3.3855e-02,\n", - " -2.9861e-02, 9.9809e-03, 3.5956e-02, -4.2874e-02, -1.5036e-01,\n", - " -5.9239e-02, -3.3347e-02, 2.1216e-02, 1.1889e-02, 2.2204e-02,\n", - " -3.4184e-02, 2.0860e-02, -3.7539e-04, 1.7698e-02, 1.7320e-03,\n", - " 1.6163e-02, -9.8547e-04, 1.1963e-03, 8.5624e-03, 4.4162e-02,\n", - " -9.2546e-03, -3.5371e-02, 1.0705e-02, 3.7292e-02, -2.9033e-03,\n", - " -2.8414e-02, -2.3689e-02, -3.7852e-03, -1.2282e-02, 1.4291e-02,\n", - " -2.4832e-02, 1.1256e-02, -7.7132e-03, 3.9797e-02, 8.7659e-03,\n", - " 3.3073e-03, 5.5257e-03, 1.0355e-02, -2.9065e-02, -3.0827e-02,\n", - " 2.7222e-03, -1.4220e-02, 2.5723e-02, -6.9475e-03, -2.8611e-02,\n", - " -2.5098e-02, -2.1229e-02, -3.1856e-04, 1.3621e-02, -2.4298e-02,\n", - " -2.3487e-02, -2.3772e-02, 4.9479e-03, 3.8109e-02, 4.6633e-03,\n", - " -7.9865e-03, 7.2746e-03, 1.1050e-02, 3.6899e-03, -2.5407e-02,\n", - " -4.3841e-04, 1.2744e-02, -7.7776e-03, 1.4023e-02, 3.2307e-03,\n", - " -3.8174e-02, 1.8605e-02, 8.9998e-03, -1.1120e-02, 8.0471e-03,\n", - " -3.8893e-03, 5.4588e-03, -1.7195e-02, 6.5207e-03, 3.9683e-03,\n", - " 1.9861e-02, 1.5834e-03, -1.6853e-02, 7.4338e-03, 4.8273e-03,\n", - " 1.3487e-02, -6.6260e-03, 8.1906e-04, -2.5048e-02, -3.7170e-02,\n", - " -1.4492e-02, -1.2736e-02, 7.2295e-03, 1.8954e-02, -8.7741e-03,\n", - " 1.3491e-02, -3.3118e-03, -3.0792e-02, 7.8088e-03, 1.9363e-02,\n", - " 7.5045e-03, 9.9206e-03, 1.2427e-02, 5.4910e-03, -4.8389e-02,\n", - " 4.1142e-04, -9.2759e-03, -3.8478e-04, -1.1067e-02, -7.9037e-03,\n", - " -2.5851e-02, -1.2140e-02, -2.4124e-02, -3.3000e-03, -6.0399e-03,\n", - " 1.7206e-02, 1.6482e-02, 5.5713e-04, 1.5408e-02, 3.8800e-02,\n", - " -5.7804e-03, -5.5857e-03, 1.8814e-03, -1.0170e-03, 4.3154e-04,\n", - " -7.1268e-03, 2.5248e-03, -1.6197e-03, -3.4574e-03, 7.2833e-03,\n", - " -4.8341e-03, 1.3075e-02, 2.1174e-02, 2.4441e-04, 2.0368e-02,\n", - " 1.6428e-02, -5.0724e-02, 1.1031e-02, 2.3981e-02, 7.6146e-03,\n", - " -1.3590e-02, 7.6884e-03, 9.9372e-02, 1.2168e-01, -2.9080e-02,\n", - " -7.8609e-02, 4.9698e-02, -9.0694e-03, 3.9677e-02, -3.4372e-02,\n", - " 2.0211e-02, 1.0046e-01, -5.0131e-03, -1.0876e-02, 5.0733e-02,\n", - " -4.3468e-02, -3.3973e-02, -4.1121e-02, 4.7005e-03, 4.3390e-02,\n", - " -5.2117e-02, -4.6816e-02, -4.6024e-03, -4.4157e-02, 3.8345e-02,\n", - " 3.3135e-02, 6.2421e-03, -6.6870e-02, 1.2078e-01, -4.4560e-02,\n", - " -7.9694e-02, -1.3350e-02, -2.6164e-02, -3.5108e-02, 7.9018e-02,\n", - " -5.3911e-02, -1.6303e-03, 1.3461e-02, -1.3104e-01, 1.5673e-02,\n", - " 3.4877e-03, -6.3002e-02, -1.5688e-01, 1.0979e-01, -2.8739e-02,\n", - " -2.1612e-02, 2.5841e-02, -2.4117e-03, 1.8520e-02, 1.4650e-03,\n", - " 2.7207e-02, -3.3753e-02, 2.1420e-02, 2.0975e-02, 7.6467e-02,\n", - " 8.5112e-03, 3.9559e-02, -4.2940e-02, -2.5532e-02, -4.6729e-02,\n", - " -8.0638e-02, 6.0810e-02, -1.0542e-01, 7.3519e-03, -1.5001e-02,\n", - " 1.2807e-03, 1.7972e-02, 5.8529e-04, 1.9247e-03, -4.5088e-03,\n", - " -3.0792e-03, 3.3525e-02, 6.4064e-03, -7.3649e-03, -1.1853e-02,\n", - " -6.9614e-04, 3.2523e-02, 1.5730e-02, 1.1981e-02, -1.1550e-02,\n", - " 2.4564e-03, 2.8499e-02, 1.5468e-03, 1.9567e-02, -1.8411e-02,\n", - " 3.8938e-02, 1.0332e-02, 3.3054e-03, 1.8867e-02, -4.6546e-03,\n", - " -6.0332e-03, -1.4748e-02, 1.8123e-02, -2.2401e-02, -3.9833e-03,\n", - " 3.6224e-03, 5.8026e-03, 5.3531e-03, 3.7091e-03, 1.9340e-02,\n", - " 9.4386e-03, 2.7917e-02, 7.9541e-03, 6.8435e-03, 2.7198e-02,\n", - " -8.6652e-03, 2.8913e-03, -4.6829e-03, -2.7430e-02, 3.3161e-02,\n", - " -2.8281e-02, -2.2405e-03, -9.0689e-03, 7.3565e-03, -6.5614e-03,\n", - " 6.2445e-03, -1.2956e-02, 1.1854e-02, 1.3772e-02, -1.0405e-02,\n", - " 4.4691e-03, -6.9332e-03, -2.2985e-03, 5.4073e-03, -9.8795e-04,\n", - " -1.3613e-02, 5.4813e-04, 1.5004e-02, -7.2804e-05, -7.9746e-03,\n", - " 3.8501e-02, -1.5665e-02, 7.0609e-03, -2.6769e-04, -6.7848e-02,\n", - " 2.6707e-03, -3.1977e-02, -6.7296e-02, -4.9091e-03, -7.4501e-03,\n", - " 7.9823e-03, -1.9585e-02, 1.1685e-02, -4.3355e-02, 3.3721e-02,\n", - " -5.9095e-03, -1.4957e-03, -3.2478e-02, -2.1106e-02, 8.3821e-02,\n", - " 1.4739e-02, -4.3830e-02, -7.6845e-03, 1.6005e-02, 4.0256e-03,\n", - " -1.3561e-02, 1.7258e-02, 8.1113e-03, 1.4034e-03, 1.4374e-02,\n", - " 3.9538e-02, 2.3800e-02, 2.6422e-02, -7.1102e-03, -1.9706e-05,\n", - " 3.6553e-02, 2.0591e-02, -2.5286e-04, -7.9112e-03, 1.2051e-02,\n", - " 1.0187e-02, -6.0510e-03, -7.5219e-04, 2.3326e-02, 5.9974e-03,\n", - " 2.7913e-02, 5.7145e-02, -4.4367e-04, -5.2212e-03, -6.8095e-02,\n", - " 6.6926e-02, 2.1458e-02, -2.8811e-02, 1.3916e-02, -2.4731e-02,\n", - " 1.1377e-02, 1.9508e-02, 1.1059e-01, 1.8753e-02, -1.2289e-02,\n", - " 2.9975e-03, 5.5450e-02, -3.2517e-02, 2.8081e-02, -4.5581e-02,\n", - " -4.7967e-04, -3.0467e-02, -1.2809e-02, -1.4253e-02, -3.9111e-02,\n", - " -2.7481e-02, 6.6531e-02, 6.8529e-02, 4.8205e-02, 4.0477e-02,\n", - " 2.8490e-02, 8.6452e-03, 4.6500e-02, -2.9440e-02, 5.1146e-02,\n", - " -4.9283e-02, -1.9403e-02, 9.9161e-03, 1.0940e-02, 4.9484e-02,\n", - " -7.1978e-02, 3.0825e-03, -4.3513e-02, -4.2171e-02, 6.2302e-03,\n", - " 4.0332e-02, -1.6069e-02, -5.4363e-02, -5.6746e-02, 6.7378e-03,\n", - " -1.1762e-02, -4.4112e-02, 2.7254e-02, 7.2859e-02, 8.7947e-02,\n", - " 4.0030e-02, -2.3913e-03, -8.8728e-04, 2.5663e-02, -7.3990e-02,\n", - " -3.4404e-02, 9.1258e-03, 4.4086e-02, -3.3792e-03, -1.5481e-02,\n", - " -7.0461e-02, 1.4140e-02, 6.1796e-02, 4.7014e-02, -1.8332e-02,\n", - " -1.0995e-01, -3.3181e-02, -1.6453e-02, -3.5037e-02, -2.6003e-02,\n", - " 2.9864e-02, 3.0421e-04, -1.3513e-03, -1.5024e-04, -4.4369e-02,\n", - " 7.4124e-03, 8.8499e-03, -1.2481e-02, 1.2444e-02, -5.5309e-03,\n", - " 3.3085e-02, 3.1146e-02, -3.9556e-03, -1.4670e-02, -8.3356e-03,\n", - " -9.2197e-03, 2.7168e-03, -1.9257e-02, 4.0712e-02, 9.8164e-02,\n", - " -2.3290e-02, -6.9866e-03, -6.0275e-02, -1.1745e-02, 3.1060e-02,\n", - " 4.9842e-02, -3.2329e-02, -7.7215e-02, 1.1012e-02, -3.7900e-02,\n", - " 1.7909e-02, 6.1523e-03, 3.6623e-02, 7.6246e-02, 4.2921e-02,\n", - " 3.3181e-02, 1.4182e-02, 4.3910e-02, -3.9318e-04, -8.0178e-03,\n", - " 4.2921e-02, -8.8500e-03, 1.3874e-03, 1.5287e-02, -6.0290e-02,\n", - " -3.5544e-02, 3.3691e-03, 3.7604e-02, -5.1559e-03, 1.7181e-02,\n", - " -1.3504e-02, 1.9242e-02, -1.9186e-02, 4.7153e-02, 4.8538e-03,\n", - " 8.4091e-02, -3.7795e-02, -2.0202e-02, -2.1704e-02, -3.4349e-02,\n", - " -9.5670e-03, -1.3735e-02, -1.8750e-02, -3.4347e-02, 1.2258e-02,\n", - " -9.7259e-02, -1.2502e-02, -2.5936e-02, 2.9305e-02, 2.9185e-02,\n", - " -4.5916e-03, -8.6305e-02, 1.5817e-01, 5.5634e-02, -3.8168e-02,\n", - " 4.9972e-02, -1.6746e-03, 1.1333e-01, -1.0220e-02, -5.7967e-02,\n", - " 2.5249e-02, 1.4421e-02, -6.5078e-02, -4.0160e-02, -1.0578e-01,\n", - " 5.0551e-02, 4.5036e-02, 1.4170e-01, 3.6622e-03, -2.1971e-02,\n", - " -4.1334e-02, 1.1196e-02, 1.5993e-02, -8.9271e-03, 5.0402e-03,\n", - " -5.5021e-02, -9.0182e-02, -3.8577e-02, 1.0318e-01, -1.5199e-02,\n", - " 7.7312e-04, 8.7176e-03, 6.8103e-02, 6.5578e-02, 1.2188e-02,\n", - " -2.4233e-02, 1.8422e-02, 9.8968e-02, 6.1746e-02, -2.6176e-02,\n", - " 3.4459e-02, -1.0415e-01, 1.0954e-02, 1.0560e-01, 6.7482e-02,\n", - " 4.8464e-02, -4.1952e-02, -3.6386e-03, 1.0119e-02, 4.4288e-02,\n", - " 1.2404e-01, -4.2428e-02, 8.1233e-03, -4.8082e-02, -6.8090e-02,\n", - " 3.2699e-02, 6.9018e-02, 2.1045e-02, 5.8649e-03, -3.1966e-02,\n", - " -6.2285e-02, -2.3869e-02, -1.6657e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.4867e-03, -5.9355e-02, -5.6732e-02, -1.1524e-02, -2.7666e-02,\n", - " 4.7987e-02, -3.7444e-02, -3.2648e-02, -2.1686e-02, -4.5793e-02,\n", - " -5.0876e-02, -7.6217e-03, 6.2026e-02, -4.0575e-02, 2.1968e-02,\n", - " -2.6319e-02, 2.0166e-02, -3.7866e-02, 1.4455e-02, -7.5703e-02,\n", - " -5.5682e-02, 6.0839e-02, -6.0681e-02, -2.0188e-02, 3.3382e-02,\n", - " -5.7250e-02, -7.8521e-02, -1.2057e-02, 4.4144e-02, -4.3804e-02,\n", - " 5.1941e-04, 2.2361e-02, -7.8483e-03, -4.2939e-03, -5.8940e-02,\n", - " 3.3728e-02, 1.6820e-02, 1.2325e-02, -5.9437e-02, 1.2489e-02,\n", - " -1.2475e-02, 3.4512e-02, 6.0411e-02, -4.4878e-02, 4.5237e-02,\n", - " -3.7635e-02, 8.6092e-03, -5.8533e-03, 2.4860e-03, 1.3171e-02,\n", - " 5.4551e-02, -1.8216e-02, -2.8885e-02, 7.4821e-02, -1.1566e-02,\n", - " -3.3789e-02, -5.3251e-02, 5.7869e-02, 3.8985e-05, -2.1609e-02,\n", - " 3.0585e-03, -4.4508e-02, 6.6669e-02, -1.6032e-02, -2.8179e-02,\n", - " 3.0792e-03, -1.6777e-03, 1.0446e-02, -4.9652e-02, 7.1209e-02,\n", - " 2.4480e-03, -1.6212e-02, -1.9850e-03, 6.3755e-02, -4.1147e-02,\n", - " 2.0136e-02, 2.2457e-03, -4.5389e-02, -4.7212e-02, -7.4723e-02,\n", - " 2.5272e-02, 2.4741e-03, -8.1567e-03, 2.8124e-02, -5.3829e-02,\n", - " -7.4027e-03, 1.9396e-02, -5.2201e-02, 2.0986e-03, 8.2196e-03,\n", - " -3.8668e-02, -5.7600e-03, -1.0757e-01, -1.3928e-02, -4.7601e-02,\n", - " 9.9992e-02, -5.6151e-02, 1.1152e-02, 5.1741e-02, 1.1138e-02,\n", - " -4.2467e-03, -1.8448e-02, -1.9817e-02, -1.6464e-02, 9.7435e-03,\n", - " 1.2450e-01, 2.9611e-02, 1.3942e-02, 6.4377e-02, -2.8929e-02,\n", - " -7.2540e-02, 3.3297e-02, 2.5615e-02, 1.1975e-02, -9.9712e-03,\n", - " -6.4926e-03, 2.3175e-02, 2.5292e-03, 6.6991e-03, -8.3770e-02,\n", - " -6.6085e-03, 1.3776e-01, 4.7758e-02, -5.9741e-02, -7.6294e-02,\n", - " 5.7985e-02, 4.6088e-02, -6.8736e-02, 9.9548e-03, 3.1133e-02,\n", - " 1.1092e-02, -3.9695e-02, -6.8375e-02, -3.7047e-02, -1.0888e-03,\n", - " 1.3076e-02, -2.3048e-02, -4.0178e-02, 6.1507e-03, 2.4888e-02,\n", - " 1.7729e-02, 5.9738e-04, -4.7605e-02, -5.3761e-04, -5.5877e-02,\n", - " 1.3254e-01, 1.5495e-02, -1.1906e-02, 3.0198e-02, -5.2776e-02,\n", - " -3.1189e-03, -9.9776e-03, 5.3537e-02, -8.0739e-03, 8.2701e-03,\n", - " 3.9863e-02, -1.7842e-02, -1.9237e-02, 1.1329e-02, 4.1052e-02,\n", - " -2.5356e-02, 8.3182e-03, -2.1669e-02, 1.6226e-02, 2.5664e-02,\n", - " -6.2780e-02, -3.3559e-02, -2.7341e-02, 1.5599e-01, 4.3920e-02,\n", - " -1.8154e-03, -2.6509e-02, 9.4168e-02, -6.8539e-02, -8.9345e-03,\n", - " 3.8589e-02, -4.4134e-03, 4.5880e-03, 4.9703e-02, -7.7310e-03,\n", - " -1.2878e-02, -1.3259e-02, 2.1590e-02, -6.4726e-02, -1.1356e-02,\n", - " 3.2121e-02, -8.6043e-03, -2.9018e-02, -4.5730e-02, 1.9021e-02,\n", - " 2.1431e-02, 7.4730e-02, -6.3591e-02, 4.4473e-02, -3.8942e-02,\n", - " -4.8631e-02, -1.3346e-02, -9.2231e-02, -1.1780e-02, 4.6684e-02,\n", - " 6.8016e-03, -5.0912e-02, -1.5996e-02, 3.3763e-03, 2.0470e-03,\n", - " 3.9476e-03, 2.5733e-02, -5.8779e-02, -6.1399e-03, -5.4171e-02,\n", - " -3.5354e-02, 5.5210e-02, 5.6126e-03, -1.1730e-01, -4.2446e-02,\n", - " 3.4118e-02, 2.3671e-02, 4.1200e-02, -1.2221e-01, 1.5996e-02,\n", - " -3.3383e-02, -3.7342e-02, -1.6947e-02, -2.2285e-02, 7.4171e-03,\n", - " -1.0342e-01, -1.8598e-02, 5.2885e-02, -2.7400e-02, -1.1066e-03,\n", - " -4.3298e-02, -2.8893e-02, -4.5293e-02, -7.2043e-03, -1.6622e-02,\n", - " -8.0071e-03, 5.4727e-03, 5.1195e-02, -1.5983e-02, 1.0040e-01,\n", - " -3.6992e-02, -4.0116e-02, 5.5899e-02, 8.0346e-03, -4.1572e-03,\n", - " 4.1698e-02, -8.7211e-03, 3.1871e-02, 6.9232e-02, 8.6880e-02,\n", - " 3.4134e-02, -1.0836e-01, -3.2503e-02, -7.7407e-03, -8.5365e-02,\n", - " 7.2373e-02, 3.3227e-02, 3.8385e-02, 1.8440e-02, -8.4554e-03,\n", - " 5.3769e-02, 1.1531e-02, 6.8766e-03, 1.4170e-02, -1.0525e-01,\n", - " 3.9197e-02, -1.6725e-02, -5.3252e-02, 5.4303e-04, -1.7917e-02,\n", - " -4.7632e-02, 2.7131e-02, 5.0531e-02, 3.1100e-03, -4.5806e-03,\n", - " -2.8077e-02, 2.7975e-02, 6.1526e-02, 2.6882e-02, 3.8306e-02,\n", - " -2.4508e-02, -3.5929e-02, -2.1226e-02, 2.2509e-02, 2.5333e-02,\n", - " -3.7290e-02, -2.9934e-02, -2.4418e-02, -8.8698e-03, -6.6163e-03,\n", - " -6.9428e-02, -7.2207e-02, 7.4985e-02, 4.3107e-02, -1.5575e-02,\n", - " -4.1715e-02, -2.8040e-03, -1.2076e-02, -1.9106e-02, -4.3634e-03,\n", - " -2.4774e-03, 6.0728e-02, 1.8227e-02, -4.2553e-02, -9.6008e-02,\n", - " 2.8601e-02, 3.5137e-02, -7.6164e-04, 8.2150e-01, 7.0118e-03,\n", - " 4.3138e-03, -6.3477e-02, 2.1625e-02, 9.6444e-03, -2.6198e-02,\n", - " 1.0462e-02, -4.2468e-02, -4.4127e-02, 4.4629e-02, -2.0157e-01,\n", - " -3.0731e-02, -6.2315e-02, -5.3943e-02, 3.8344e-02, 1.1529e-03,\n", - " -5.1614e-02, -6.0933e-02, 3.7003e-02, -2.1992e-02, -6.5763e-03,\n", - " 2.5604e-02, -1.4906e-01, -1.1612e-02, -5.9445e-02, 5.2719e-02,\n", - " 6.8504e-03, -1.4017e-02, 1.2467e-02, -1.5488e-02, 1.4041e-02,\n", - " -2.9123e-02, -3.7045e-02, -8.4118e-02, -9.1453e-03, -3.0126e-02,\n", - " 1.0629e-02, 2.7546e-03, 4.5500e-02, -7.5592e-03, 1.4558e-02,\n", - " 6.3868e-02, 7.6590e-03, -1.3336e-02, -2.9706e-02, 8.8345e-04,\n", - " 4.3916e-02, 8.9804e-03, -1.5378e-02, 2.6446e-02, -5.3369e-02,\n", - " -9.4195e-03, -1.6228e-02, 3.6608e-03, -6.4476e-02, 5.3827e-03,\n", - " 9.4920e-04, -5.3731e-03, -4.5724e-02, -6.6587e-03, -8.6687e-02,\n", - " 5.3138e-02, 4.1250e-02, -1.2894e-02, 1.9431e-02, -2.2853e-02,\n", - " -2.6993e-03, -2.0210e-02, 4.8772e-02, 4.7900e-02, -4.4230e-03,\n", - " 1.9352e-02, 1.0543e-01, -1.6071e-02, 6.0893e-02, -2.3414e-02,\n", - " 3.5179e-02, 6.4397e-02, -2.7580e-02, 3.2769e-03, 4.3518e-03,\n", - " -3.2907e-02, -4.0727e-02, -3.3245e-03, -4.9532e-02, -3.6069e-02,\n", - " 1.6147e-03, 5.8314e-02, 3.9471e-02, -3.2387e-02, 3.6115e-02,\n", - " 4.7702e-02, -5.2157e-02, -1.9828e-03, -8.9407e-03, 3.2784e-02,\n", - " 4.8584e-02, 3.7103e-03, 1.5068e-03, -5.5272e-03, 2.9361e-02,\n", - " 2.5589e-03, 4.4496e-02, 1.8491e-02, 2.4778e-02, 2.8262e-02,\n", - " -3.4102e-02, 1.6067e-02, 4.6418e-02, 3.2189e-02, -4.5037e-02,\n", - " 2.0052e-02, 1.1296e-01, -2.0296e-02, 4.0847e-02, 2.1778e-02,\n", - " -2.9115e-02, 1.3222e-02, -3.0750e-02, 6.5235e-02, -6.7655e-02,\n", - " 2.0540e-02, 3.0310e-02, 2.4590e-02, -7.8925e-02, -2.8908e-02,\n", - " 6.0072e-03, 4.0823e-02, 9.7022e-02, -4.5840e-03, -1.0620e-02,\n", - " 1.6445e-02, -1.6043e-02, -6.3337e-02, 2.4039e-02, -3.0955e-03,\n", - " 4.0042e-03, 3.1653e-02, 1.6900e-02, 7.2645e-02, 4.6377e-02,\n", - " -9.0864e-03, 4.0996e-02, -2.9952e-02, 2.7976e-02, -1.4576e-02,\n", - " -1.2391e-02, 1.9431e-02, 7.9407e-03, 7.2397e-03, 1.4114e-02,\n", - " 6.2710e-03, 1.5196e-01, 1.6704e-03, -2.8500e-02, 5.0680e-02,\n", - " -8.0004e-02, -1.4067e-02, 1.3336e-02, -2.6720e-02, 3.5077e-02,\n", - " 2.9346e-03, -6.3631e-02, 2.1897e-02, 3.0051e-02, 3.5377e-02,\n", - " 6.2542e-02, -5.4886e-03, 7.4938e-03, 7.6717e-02, 2.6685e-02,\n", - " -6.2378e-03, -2.6176e-02, 4.0057e-02, 3.1799e-03, 4.6198e-02,\n", - " -4.9623e-02, -5.0867e-02, -3.3948e-02, 8.3583e-02, -1.6801e-03,\n", - " 1.2096e-02, 2.0863e-02, -2.5302e-02, 1.5536e-03, 2.1004e-02,\n", - " -5.6952e-03, -7.8900e-02, 1.5754e-02, 1.4905e-02, -3.1048e-02,\n", - " -3.9601e-03, -4.1230e-03, -4.3141e-03, -3.9903e-03, 2.7801e-02,\n", - " -3.3635e-02, -1.3885e-03, 1.7747e-02, 4.3312e-02, -4.1014e-02,\n", - " -1.7152e-03, -1.7541e-02, 2.9598e-02, -1.6473e-02, 6.1739e-02,\n", - " -7.9912e-02, 3.7208e-02, -2.0989e-02, 2.9330e-02, 6.1193e-02,\n", - " -5.2695e-03, -3.0857e-02, -8.9620e-03, 1.9595e-02, 2.2103e-03,\n", - " 5.8601e-03, -1.3326e-02, -2.7906e-02, -1.7603e-02, -4.2458e-02,\n", - " 1.1188e-02, 1.9745e-02, -9.8556e-03, -3.9211e-02, 2.1981e-03,\n", - " 2.0505e-02, 4.6261e-03, -2.9130e-02, -1.7269e-02, 3.9228e-02,\n", - " -8.6282e-03, -9.1066e-03, 3.5340e-02, 9.4954e-03, -2.1845e-02,\n", - " 8.0180e-02, 5.1887e-02, -1.8285e-02, -7.3062e-02, -3.7417e-03,\n", - " 2.4367e-02, 4.2904e-02, 1.0478e-03, 1.2807e-02, 3.2438e-02,\n", - " 8.7902e-03, -3.0571e-02, -3.2871e-02, -1.8314e-02, -2.0077e-02,\n", - " 3.7954e-03, 2.1989e-02, 6.2701e-02, 4.3707e-02, 1.0210e-02,\n", - " -5.6507e-03, -2.9066e-02, 6.4511e-02, -1.1715e-02, 1.8546e-02,\n", - " 5.7273e-03, 8.3242e-03, -2.6751e-02, 4.8804e-03, 4.1730e-02,\n", - " -3.9331e-02, 1.5694e-02, 1.9658e-02, -2.4514e-02, 5.8193e-02,\n", - " 5.8486e-02, -1.6296e-02, -2.3163e-02, 2.1613e-02, 6.1897e-02,\n", - " 1.8319e-02, -6.5788e-02, -1.7697e-02, 4.2460e-02, 3.7242e-02,\n", - " -2.1507e-02, 6.6131e-03, -9.8043e-03, 1.4812e-02, 1.2532e-02,\n", - " 7.3536e-02, -2.3503e-02, 3.4924e-02, 1.5151e-03, -4.0319e-02,\n", - " -2.3511e-02, 1.1563e-02, 1.4108e-02, 3.6063e-02, 4.6447e-03,\n", - " -5.9890e-02, -9.1743e-03, 6.2178e-02, -2.3590e-02, 3.1817e-02,\n", - " -3.8503e-02, 1.2084e-01, 9.6216e-03, 2.4724e-02, 7.0701e-02,\n", - " 2.4092e-02, 5.7615e-02, -1.7107e-02, 2.0450e-02, -2.2278e-02,\n", - " -1.3891e-02, -7.1505e-03, 4.3284e-02, 8.9573e-03, 5.3080e-02,\n", - " -2.0312e-02, -3.5957e-02, 4.2196e-02, -1.9570e-02, -2.3746e-02,\n", - " -1.0048e-01, -1.5486e-02, 1.8957e-02, -9.3240e-02, -1.3599e-02,\n", - " -3.5049e-02, -3.0422e-02, -1.0183e-02, -8.5218e-02, 1.3872e-02,\n", - " 1.3873e-02, -5.8596e-02, 4.1684e-03, -4.5697e-02, 6.0391e-02,\n", - " -7.4906e-03, -1.9408e-02, 4.1049e-03, 6.1541e-02, -7.9029e-03,\n", - " -3.9353e-03, -1.7902e-02, -1.1867e-02, 2.6646e-02, 5.7930e-02,\n", - " 5.3847e-03, -6.8823e-03, -1.2426e-02, 7.3902e-03, 2.5051e-02,\n", - " -5.9030e-02, 1.0364e-02, -3.0277e-02, 3.7345e-02, -4.1909e-02,\n", - " 1.6635e-02, -2.0086e-02, -8.8079e-03, -3.4849e-02, 5.0330e-04,\n", - " -1.1002e-01, -1.1353e-02, 3.1272e-02, 8.0889e-03, 2.5960e-04,\n", - " 1.4852e-02, -8.4738e-02, -4.2936e-02, -1.5526e-02, -1.2144e-02,\n", - " -1.7500e-02, 2.1119e-02, -7.8342e-02, -1.3240e-02, 3.4838e-02,\n", - " 9.4339e-03, -3.9112e-02, 9.1692e-04, 4.1063e-03, 1.6631e-02,\n", - " 1.5596e-02, -1.7824e-02, -4.1029e-02, 9.4802e-03, 4.3614e-02,\n", - " -3.4480e-02, 5.0388e-02, -5.8959e-02, 7.2143e-02, -1.5887e-02,\n", - " -1.0059e-02, 5.4724e-03, 2.6698e-02, -5.4167e-02, -6.8497e-03,\n", - " -3.1151e-02, -1.4198e-02, 4.7283e-03, 1.4295e-04, -1.1281e-02,\n", - " 1.1194e-01, -4.1985e-02, -1.6548e-02, 4.5234e-02, 1.3272e-02,\n", - " -1.8830e-02, -2.0011e-02, 9.1828e-03, 5.5471e-03, -5.3581e-02,\n", - " 6.9124e-02, -1.8628e-02, -4.6411e-03, 1.8407e-02, 3.1552e-02,\n", - " 2.8428e-02, 1.8153e-02, 2.7219e-02, 6.0630e-02, -4.1897e-02,\n", - " -8.4967e-03, 5.4171e-03, -5.2203e-02, -2.2056e-02, -3.7319e-02,\n", - " 5.9913e-02, -2.7978e-02, 2.1165e-02, 2.5847e-02, 1.3713e-02,\n", - " 8.5751e-03, -2.9108e-02, 1.0367e-04, 1.2591e-02, -2.4026e-02,\n", - " -5.8920e-02, -1.6728e-02, -4.7103e-02, -1.0252e-02, 9.3540e-04,\n", - " 1.3706e-02, 3.4266e-02, 2.9675e-02, -2.6277e-02, 5.6964e-02,\n", - " -7.7359e-02, 7.1595e-02, -9.4300e-03, 2.8419e-02, -4.2643e-02,\n", - " 1.8959e-03, 3.6442e-03, 8.0649e-03, 1.9393e-02, 3.7393e-02,\n", - " -3.7904e-02, -1.2069e-02, -2.7035e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8882, 0.8705, 0.8029, 0.7737, 0.9233, 0.8613, 0.8651, 0.8595, 0.8431,\n", - " 0.8290, 0.7691, 0.7188, 0.7791, 0.7648, 0.8316, 0.8349, 0.7515, 0.7844,\n", - " 0.9252, 0.8440, 0.8759, 0.8030, 0.8607, 0.9052, 0.7658, 0.9120, 0.7668,\n", - " 0.8896, 0.7807, 0.8382, 0.8737, 0.7606, 0.8819, 0.8739, 0.8686, 0.8333,\n", - " 0.8616, 0.8090, 0.8758, 0.9091, 0.8491, 0.8887, 0.8879, 0.8460, 0.8262,\n", - " 0.7833, 0.9008, 0.8638, 0.8917, 0.8618, 0.8790, 0.8376, 0.9470, 0.7400,\n", - " 0.8520, 0.7660, 0.8255, 0.7111, 0.8391, 0.7484, 0.8679, 0.7583, 0.6782,\n", - " 0.7847, 0.8373, 0.8244, 0.8480, 0.8636, 0.8056, 0.9040, 0.8738, 0.9071,\n", - " 0.8632, 0.7288, 0.8821, 0.7437, 0.8235, 0.7086, 0.7610, 0.7965, 0.8479,\n", - " 0.8865, 0.8985, 0.8220, 0.6690, 0.7675, 0.8065, 0.8193, 0.8474, 0.8783,\n", - " 0.8065, 0.8388, 1.0387, 0.7745, 0.8001, 0.7706, 0.6955, 0.7660, 0.8370,\n", - " 0.8755, 0.9011, 0.9001, 0.8662, 0.8175, 0.7603, 0.6286, 0.7920, 0.8799,\n", - " 0.8429, 0.7867, 0.8382, 0.8181, 0.7970, 0.8636, 0.8415, 0.7793, 0.8194,\n", - " 0.8602, 0.8445, 0.8133, 0.8415, 0.7265, 0.7852, 0.7824, 0.7036, 0.7916,\n", - " 0.8440, 0.7817, 0.8299, 0.7891, 0.8667, 0.8006, 0.7027, 0.8540, 0.8323,\n", - " 0.8769, 0.8234, 0.7644, 0.8505, 0.6803, 0.8968, 0.8783, 0.8830, 0.9116,\n", - " 0.7893, 0.7780, 0.8531, 0.8193, 0.8623, 0.8335, 0.7775, 0.8203, 0.7129,\n", - " 0.8810, 0.8711, 0.7750, 0.8264, 0.7797, 0.8539, 0.6880, 0.8551, 0.8790,\n", - " 0.7656, 0.8994, 0.7828, 0.8867, 0.8332, 0.7469, 0.8200, 0.8579, 0.8550,\n", - " 0.8288, 0.7634, 0.8618, 0.8990, 0.7835, 0.7695, 0.7812, 0.7895, 0.8122,\n", - " 0.7978, 0.8957, 0.8300, 0.8824, 0.8794, 0.8354, 0.9273, 0.8315, 0.8805,\n", - " 0.8113, 0.8516, 0.9687, 0.9233, 0.7877, 0.8459, 0.8537, 0.8607, 0.7979,\n", - " 0.8205, 0.7391, 0.8640, 0.8108, 0.6632, 0.7625, 0.7884, 0.8288, 0.8209,\n", - " 0.7770, 0.8608, 0.8037, 0.7650, 0.8453, 0.8197, 0.8395, 0.7984, 0.6391,\n", - " 0.6980, 0.8933, 0.7109, 0.8055, 0.8497, 0.8814, 0.8470, 0.7568, 0.8430,\n", - " 0.6954, 0.7977, 0.7798, 0.8543, 0.8833, 0.8033, 0.8467, 0.8251, 0.8670,\n", - " 0.8246, 0.8112, 0.8279, 0.7682, 0.8681, 0.7707, 0.7741, 0.8295, 0.8195,\n", - " 0.7521, 0.7894, 0.6608, 0.7607, 0.8185, 0.7835, 0.7484, 0.7874, 0.9625,\n", - " 0.8093, 0.8241, 0.8755, 0.8304, 0.7966, 0.7980, 0.7531, 0.7918, 0.8844,\n", - " 0.8150, 0.8587, 0.8082, 0.7785, 0.7825, 0.8141, 0.8227, 0.7814, 0.8896,\n", - " 0.8154, 0.8465, 0.8383, 0.8018, 0.8816, 0.8644, 0.7010, 0.8349, 0.7994,\n", - " 0.8619, 0.7419, 0.8734, 0.8767, 0.7105, 0.8503, 0.7739, 0.8835, 0.9097,\n", - " 0.8079, 0.8755, 0.7999, 0.7319, 0.8741, 0.8243, 0.8519, 0.7224, 0.7170,\n", - " 0.8942, 0.8630, 0.8501, 0.9165, 0.8561, 0.8317, 0.8554, 1.0119, 0.8167,\n", - " 0.7876, 0.9025, 1.2222, 0.8446, 0.7796, 0.6850, 0.7692, 0.8237, 0.8505,\n", - " 0.7923, 0.8813, 0.8592, 0.8471, 0.6437, 0.8395, 0.8182, 0.8216, 0.8648,\n", - " 0.8441, 0.8527, 0.7438, 0.8334, 0.8561, 0.8394, 0.7437, 0.6512, 0.8207,\n", - " 0.9215, 0.9155, 0.8162, 0.8244, 0.8885, 0.8679, 0.8340, 0.7514, 0.9164,\n", - " 0.7275, 0.8341, 0.7449, 0.6736, 0.8710, 0.8561, 0.8202, 0.8938, 0.8457,\n", - " 0.8643, 0.8617, 0.6730, 0.8543, 0.8496, 0.8068, 0.7789, 0.8104, 0.8218,\n", - " 0.8504, 0.7812, 0.7815, 0.7983, 0.8272, 0.8571, 0.7634, 0.8555, 0.8495,\n", - " 0.7804, 0.8402, 0.8359, 0.8862, 0.8377, 0.9037, 0.8772, 0.8472, 0.8217,\n", - " 0.8099, 0.9047, 0.8489, 3.3445, 0.8512, 0.9063, 0.8134, 0.8351, 0.8672,\n", - " 0.8851, 0.8455, 0.8568, 0.7831, 0.8216, 0.8503, 0.7740, 0.8707, 0.8748,\n", - " 0.8655, 0.7891, 0.8419, 0.8790, 0.7904, 0.7256, 0.7347, 0.8237, 0.7436,\n", - " 0.8020, 0.8723, 0.7900, 0.8527, 0.8650, 0.8323, 0.8423, 0.8807, 0.8627,\n", - " 0.7978, 0.7756, 0.8189, 0.8115, 0.8358, 0.7310, 0.8210, 0.7347, 0.8545,\n", - " 0.7896, 0.8247, 0.8317, 0.8238, 0.8387, 0.8517, 0.7923, 0.8158, 0.7999,\n", - " 0.8641, 0.7756, 0.8680, 0.9047, 0.8405, 0.7877, 0.8798, 0.8426, 0.8045,\n", - " 0.8671, 0.7909, 0.6701, 0.8234, 0.8594, 0.9320, 0.7794, 0.8440, 0.8069,\n", - " 0.8695, 0.8802, 0.9099, 0.8205, 0.9157, 0.8940, 0.8149, 0.8499, 0.7898,\n", - " 0.8699, 0.8149, 0.7534, 0.8605, 0.8858, 0.8554, 0.7511, 0.7481, 0.7842,\n", - " 0.7665, 0.7684, 0.9338, 0.7248, 0.8127, 0.8240, 0.7484, 0.8201, 0.7972,\n", - " 0.8627, 0.8236, 0.8201, 0.8485, 0.8531, 0.6803, 0.7943, 0.8345, 0.8308,\n", - " 0.8235, 0.8371, 0.7801, 0.8551, 0.8783, 0.8388, 0.7973, 0.8819, 0.8521,\n", - " 0.7975, 0.6687, 0.7696, 0.8772, 0.7991, 0.7594, 0.8550, 0.7472, 0.7861,\n", - " 0.7670, 0.8773, 0.7959, 0.8113, 0.8619, 0.8411, 0.7269, 0.7533, 0.7981,\n", - " 0.8265, 0.8323, 0.8984, 0.8578, 0.6245, 0.9083, 0.8059, 0.8872, 0.7735,\n", - " 0.8857, 0.8253, 0.8111, 0.8284, 0.7953, 0.8582, 0.8415, 0.7058, 0.8140,\n", - " 0.8058, 0.8630, 0.8194, 0.8705, 0.7825, 0.8360, 0.8108, 0.7841, 0.9037,\n", - " 0.7749, 0.7092, 0.8483, 0.8062, 0.8705, 0.9177, 0.8554, 0.8023, 0.8533,\n", - " 0.8329, 0.8860, 0.7780, 0.8538, 0.8952, 0.8878, 0.8408, 0.8242, 0.7670,\n", - " 0.8658, 0.8434, 0.8529, 0.8149, 0.8361, 0.8928, 0.8307, 0.8312, 0.7437,\n", - " 0.8623, 0.8484, 0.8765, 0.8006, 0.8790, 0.8308, 0.6945, 0.8171, 0.8305,\n", - " 0.8538, 0.6569, 0.8860, 0.8519, 0.7863, 0.8689, 0.8617, 0.7771, 0.8457,\n", - " 0.8339, 0.9770, 0.8790, 0.7564, 0.8662, 0.8757, 0.8467, 0.9003, 0.7980,\n", - " 0.7872, 0.7997, 0.8401, 0.8416, 0.8507, 0.8467, 0.7880, 0.8952, 0.8861,\n", - " 0.8215, 0.8750, 0.8089, 0.9032, 0.7438, 0.8452, 0.8476, 0.8160, 0.7681,\n", - " 0.8636, 0.7271, 0.6455, 0.8214, 0.7902, 0.9005, 0.8469, 0.7760, 0.7839,\n", - " 0.8214, 0.8759, 0.8188, 0.8409, 0.8463, 0.8653, 0.8123, 0.7826, 0.8826,\n", - " 0.8169, 0.7693, 0.7947, 0.8671, 0.8443, 0.7886, 0.8498, 0.8654, 0.7643,\n", - " 0.8580, 0.8364, 0.7808, 0.8315, 0.7153, 0.8904, 0.8265, 0.8260, 0.8425,\n", - " 0.8090, 0.8182, 0.8919, 0.8530, 0.8225, 0.7834, 0.6588, 0.8072, 0.7863,\n", - " 0.8275, 0.8606, 0.7992, 0.8501, 0.8932, 0.8908, 0.8999, 0.8363, 0.7745,\n", - " 0.8924, 0.8136, 0.8288, 0.7885, 0.6333, 0.8526, 0.8107, 0.7834, 0.8649,\n", - " 0.8312, 0.8468, 0.8530, 0.8971, 0.8643, 0.8762, 0.8892, 0.8374, 0.8172,\n", - " 0.8710, 0.8545, 0.7402, 0.8328, 0.8749, 0.8435, 0.8192, 0.8252, 0.7987,\n", - " 0.8700, 0.8562, 0.8601, 0.8172, 0.7134, 0.7949, 0.6630, 0.9130, 0.8745,\n", - " 0.7872, 0.8019, 0.8693, 0.7607, 0.7836, 0.8066, 0.8745, 0.8564, 0.7235,\n", - " 0.8337, 0.8020, 0.7976, 0.7865, 0.8942, 0.8157, 0.8139, 0.8792, 0.7882,\n", - " 0.7006, 0.8483, 0.8653, 0.8163, 0.8547, 0.8718, 0.8091, 0.8107, 0.8151,\n", - " 0.8541, 0.8282, 0.8909, 0.8638, 0.8861, 0.8236, 0.7769, 0.8727, 0.8008,\n", - " 0.8849, 0.7288, 0.8408, 0.8556, 0.8806, 0.8329, 0.7735, 0.8462, 0.8047,\n", - " 0.8172, 0.8413, 0.8595, 0.9027, 0.8736, 0.7631, 0.8301, 0.8499, 0.7712,\n", - " 0.8395, 0.8815, 0.8135, 0.7105, 0.8673, 0.8161, 0.8203, 0.8548, 0.8062,\n", - " 0.7516, 0.7964, 0.8844], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.7936e-02, 3.1578e-02, 1.5648e-01, -1.5025e-01, 1.4727e-01,\n", - " -4.2515e-02, 1.5221e-01, 4.7048e-02, -6.1620e-02, -1.6018e-02,\n", - " -6.4231e-02, -5.0208e-03, -1.3631e-01, 1.7899e-01, 2.5055e-02,\n", - " 2.0497e-01, 5.9091e-02, 8.2099e-02, -3.8929e-02, 7.4394e-02,\n", - " 1.7318e-01, -1.0463e-01, 1.5208e-01, 2.9461e-01, 8.0460e-02,\n", - " 1.6074e-01, 9.9356e-02, -2.2881e-02, -2.4802e-01, 1.3612e-01,\n", - " -1.8634e-02, -6.6393e-02, 1.7255e-01, -1.8609e-01, 1.2682e-01,\n", - " -4.6187e-02, -1.2697e-01, -5.9533e-02, 1.4078e-01, -3.0814e-01,\n", - " -5.4271e-02, -1.5952e-01, -6.1325e-02, -5.5490e-03, -2.0443e-02,\n", - " -1.0424e-01, -2.1095e-02, -2.4339e-02, -9.2003e-02, -1.2576e-01,\n", - " -7.5278e-02, -1.2179e-01, 2.6206e-01, -1.4358e-01, 1.1244e-01,\n", - " 9.6011e-02, 9.4407e-02, -2.1980e-01, -1.6647e-01, -5.6020e-02,\n", - " -4.1293e-02, 1.1602e-01, -6.2996e-02, 1.0435e-02, -5.0696e-02,\n", - " 1.6687e-01, -6.8411e-02, 5.9983e-02, 8.5984e-03, -1.9892e-01,\n", - " -1.2073e-01, 7.9578e-02, -5.6859e-02, -9.8340e-02, 7.1650e-02,\n", - " 6.4307e-02, -7.3766e-02, -2.0682e-02, 1.4140e-01, 5.0717e-02,\n", - " -1.3890e-02, -7.9260e-03, 4.3695e-02, 1.2548e-01, 6.4592e-03,\n", - " -1.1162e-01, -7.2433e-02, -2.2999e-02, -1.1168e-01, 1.7434e-02,\n", - " -6.8272e-02, -1.8966e-01, 6.3337e-01, 8.7435e-02, 1.9547e-01,\n", - " -1.4045e-01, 2.1174e-01, -1.1560e-01, -1.3142e-01, -8.7810e-02,\n", - " -1.0087e-01, 1.8780e-02, -2.7278e-02, -4.2809e-02, -2.3384e-04,\n", - " -1.1848e-01, -1.2392e-01, -9.4572e-02, -2.1064e-01, 2.8821e-02,\n", - " -1.4498e-01, -8.4430e-02, -1.9311e-01, -1.2905e-01, -3.6538e-02,\n", - " -1.4816e-02, 4.5727e-02, -1.5212e-02, -1.3613e-01, 1.3006e-01,\n", - " -9.8392e-02, -1.0147e-01, -5.8493e-02, 7.8605e-02, 2.4887e-01,\n", - " -1.3633e-01, -1.2866e-01, 1.7872e-01, -1.1006e-01, -6.0457e-02,\n", - " -1.1736e-02, 1.4017e-01, -1.1579e-01, -8.6049e-02, -3.8850e-02,\n", - " -5.8156e-02, 1.2445e-01, 1.0673e-01, -2.1039e-01, -7.8962e-02,\n", - " -1.1990e-01, 3.2712e-02, 3.5324e-02, 8.5162e-02, 1.0228e-01,\n", - " -4.9327e-01, -4.7141e-02, 4.2122e-02, -1.6448e-01, 2.2386e-01,\n", - " -7.3167e-03, 8.4590e-02, -2.4692e-01, 6.0218e-02, 8.4576e-02,\n", - " 2.8577e-02, 3.4687e-02, 7.5134e-03, 7.8150e-03, -2.5552e-01,\n", - " 4.7889e-02, -1.0869e-01, -2.5363e-02, 6.5480e-02, -7.2423e-02,\n", - " 8.0864e-02, 7.3754e-02, 9.1629e-02, -3.7840e-01, -4.9376e-02,\n", - " -7.1923e-02, -3.3675e-02, -8.9839e-02, 7.2827e-02, -9.7517e-02,\n", - " 2.1261e-01, 6.7663e-02, 4.8916e-02, 1.1473e-01, -6.8217e-02,\n", - " 2.0152e-02, 9.5584e-02, -1.6020e-01, 1.0648e-01, 9.8983e-03,\n", - " -1.1244e-01, 9.1176e-02, 1.6547e-01, 1.3610e-01, 4.4776e-03,\n", - " -5.8887e-02, -3.7258e-01, 2.8920e-01, -1.0734e-01, 1.7613e-01,\n", - " 4.0804e-02, -2.9469e-02, 1.7464e-01, 4.4790e-02, -4.3585e-02,\n", - " -1.1599e-01, 3.0010e-02, 1.0212e-01, 2.9072e-02, -1.6182e-01,\n", - " 9.9715e-02, 2.6969e-02, -6.5524e-02, 2.0609e-02, 1.0495e-01,\n", - " -1.6100e-01, -1.0561e-01, 1.7956e-01, 1.6084e-01, 9.2078e-03,\n", - " -1.8615e-02, -1.9930e-01, -7.4069e-02, 9.5005e-02, -1.6319e-02,\n", - " 7.1734e-02, 2.3848e-01, -9.0983e-02, 2.4761e-02, -1.7546e-01,\n", - " 3.3100e-01, 1.6409e-01, -6.4080e-02, 4.7998e-02, -1.0464e-01,\n", - " -4.3132e-02, -1.9657e-02, 5.0045e-02, 4.1152e-02, -3.1279e-02,\n", - " 1.6035e-02, -7.1043e-03, -1.8470e-01, 1.1808e-01, -2.7260e-01,\n", - " 6.4889e-02, 2.9104e-02, -1.3412e-01, 3.0322e-03, -4.0973e-02,\n", - " -5.5794e-02, -9.2068e-02, 6.3257e-02, -2.2327e-01, -2.3490e-01,\n", - " -2.9395e-02, 4.3944e-01, -1.0098e-02, -1.9856e-02, 7.2339e-02,\n", - " -1.2023e-01, -2.9103e-01, -7.4717e-02, 1.9599e-02, -1.1578e-02,\n", - " -6.2657e-02, -4.8798e-02, -1.1575e-01, 3.7147e-02, -4.8477e-02,\n", - " -2.6367e-01, 7.7258e-03, 3.1153e-02, 6.0121e-03, -1.3257e-01,\n", - " 3.8915e-03, -5.7706e-02, -1.5804e-01, 6.2585e-03, -7.7101e-02,\n", - " -5.1661e-02, -1.0924e-01, -1.4369e-01, -1.1446e-01, -8.7998e-02,\n", - " 1.1470e-01, 2.9228e-02, -9.8710e-02, -1.5051e-01, -1.0675e-01,\n", - " 1.3892e-01, 7.4824e-02, 3.3203e-02, -3.8883e-03, 2.2480e-02,\n", - " 9.8746e-02, 4.8845e-03, -1.7025e-01, -9.1816e-02, 1.6679e-01,\n", - " 9.7284e-02, 6.8027e-02, 2.2613e-01, 1.4146e-01, -6.3099e-02,\n", - " 9.9177e-02, 7.1848e-02, -8.9442e-02, 1.0882e-01, 3.9499e-01,\n", - " -2.1378e-01, -8.6686e-02, -1.1241e-01, -9.1226e-01, -6.0548e-02,\n", - " -1.3436e-01, -1.4847e-01, 2.6446e-02, 6.9003e-03, -4.0872e-02,\n", - " 6.6189e-02, 3.7712e-02, 4.2333e-02, -1.9464e-01, 3.7394e-02,\n", - " -2.0832e-01, 1.2962e-01, 2.6202e-01, -2.1355e-01, -3.4018e-02,\n", - " 1.0503e-02, -7.0151e-02, -1.5101e-01, -5.4392e-02, -1.5883e-01,\n", - " -1.2751e-02, 1.2471e-01, 1.5871e-02, 1.4900e-01, -1.8499e-01,\n", - " -1.1662e-02, -1.0970e-01, -9.6448e-02, -5.1222e-02, -1.8194e-01,\n", - " 3.5967e-03, 5.7948e-02, 3.1753e-02, 4.7772e-02, 9.8228e-02,\n", - " -1.6950e-02, -3.8783e-03, -1.9597e-01, -5.0622e-02, -2.1524e-01,\n", - " -2.7248e-01, -7.4193e-02, 4.7427e-02, 8.7588e-02, -7.8666e-02,\n", - " -1.1951e-01, 3.0464e-02, 6.7082e-02, -8.5915e-02, 1.2746e-02,\n", - " 5.4255e-02, 3.1415e-02, 1.7812e-02, -1.0409e-02, 1.1163e-02,\n", - " -3.4429e-02, -8.5781e-02, 1.2418e-01, -6.7287e-02, 3.8630e-02,\n", - " -9.4615e-03, -7.6570e-02, 7.7781e-03, -1.1548e-01, -5.4246e-02,\n", - " 5.2068e-03, 5.1190e-02, -1.6957e-01, -1.7396e-01, 3.6970e-02,\n", - " -2.4187e-02, -2.0029e+00, -1.6407e-02, -1.4806e-01, 4.4287e-02,\n", - " -1.2524e-01, -2.5100e-01, 6.7725e-02, -4.2504e-02, -8.3310e-02,\n", - " 1.2121e-01, 1.1843e-01, 1.1215e-01, 1.8345e-03, 7.0474e-02,\n", - " 3.0512e-03, -2.2673e-01, -1.7632e-01, 8.5775e-02, -1.7479e-01,\n", - " -5.9883e-02, -9.3512e-02, -6.6348e-03, 1.6602e-02, -3.7331e-02,\n", - " -1.5731e-01, -4.0634e-03, 2.1437e-02, 1.9360e-01, -1.7529e-01,\n", - " -3.3552e-02, -3.4553e-02, 3.9529e-02, -5.6082e-02, -1.5954e-01,\n", - " 9.0531e-02, -5.4529e-02, -8.4778e-02, -3.7641e-02, -3.2706e-02,\n", - " -7.4008e-02, -2.4567e-01, -3.3352e-04, -1.0277e-01, -1.9596e-01,\n", - " 2.0938e-02, 2.5293e-03, -2.6667e-01, -1.8043e-01, 1.5065e-01,\n", - " 1.2584e-02, -1.7929e-01, -2.3455e-01, 1.6269e-01, -1.7313e-01,\n", - " 1.5415e-02, -2.3525e-01, -3.3482e-03, -7.4471e-02, -4.5411e-02,\n", - " 2.7673e-02, 4.9929e-02, 1.7176e-01, -1.6694e-02, -2.4801e-02,\n", - " 7.3893e-02, -2.4601e-01, 1.5642e-02, -8.7047e-02, -1.8164e-01,\n", - " -1.1513e-02, -4.8777e-02, 3.3416e-02, -8.9597e-02, 6.5705e-02,\n", - " 1.0950e-01, -1.7611e-01, -7.0539e-02, -1.7197e-01, -1.0761e-01,\n", - " 6.4050e-03, -3.4898e-01, -8.8903e-02, 7.7862e-02, 5.3062e-02,\n", - " -1.2054e-01, 5.5860e-02, -9.5683e-02, 8.8151e-02, -5.5596e-02,\n", - " -1.0295e-02, -1.0288e-01, -2.8387e-03, 1.1371e-02, -7.9308e-02,\n", - " -1.2272e-01, -1.3956e-01, -3.4266e-02, -1.7620e-01, -2.7926e-01,\n", - " 2.8323e-02, 1.7076e-01, -1.0466e-01, -2.1172e-02, -6.9358e-02,\n", - " -1.4097e-02, 1.6239e-01, 2.1466e-02, -1.7813e-01, -9.3061e-02,\n", - " -2.5623e-02, -1.1394e-01, 2.8787e-02, -1.6209e-02, -4.7511e-02,\n", - " -1.4398e-02, -1.4870e-02, -8.2321e-02, -7.8860e-04, 4.8956e-02,\n", - " -3.0010e-02, 8.6538e-02, -6.4840e-02, -1.7205e-01, -4.1212e-02,\n", - " 1.9081e-01, -6.0681e-02, -9.5607e-03, -1.3612e-02, 2.2754e-02,\n", - " -1.2482e-01, -4.8257e-02, -2.5563e-03, -5.4207e-02, -8.7969e-02,\n", - " 2.5370e-01, -8.3992e-02, 2.2473e-02, -2.8809e-01, 4.6314e-02,\n", - " -1.8008e-01, 1.9084e-01, 1.1078e-01, -2.0788e-01, 2.0804e-02,\n", - " -2.3081e-02, 4.3814e-03, -1.8993e-01, 9.6563e-03, 7.8980e-02,\n", - " -7.3118e-02, -1.6445e-01, -1.1687e-01, 3.1638e-02, 1.3645e-01,\n", - " -3.6535e-02, -8.1213e-02, 1.1619e-01, 3.2536e-02, -2.0412e-01,\n", - " 1.1926e-01, -5.3010e-02, -1.1263e-01, -3.1319e-04, -9.0229e-02,\n", - " -3.1579e-01, -2.0241e-01, 5.4120e-02, 2.7079e-01, 8.5984e-02,\n", - " -1.0727e-01, -8.8298e-02, 1.1348e-01, 5.0311e-02, -7.7398e-02,\n", - " -1.2515e-01, 1.1163e-02, 1.6500e-01, 3.9051e-02, -3.2798e-02,\n", - " -7.8474e-02, -6.2953e-02, -1.1776e-01, -3.1446e-02, -1.9581e-01,\n", - " -7.0297e-02, 3.3361e-02, -8.2373e-02, -5.6821e-02, -1.0619e-01,\n", - " -8.0503e-02, 6.5672e-02, 1.0622e-01, -1.5506e-03, -2.2421e-01,\n", - " 2.0279e-02, -2.0314e-02, 3.7313e-02, 6.9882e-02, -2.0116e-01,\n", - " -1.2390e-01, 1.7524e-01, 1.0243e-01, -1.4295e-01, -7.6353e-02,\n", - " -1.1770e-01, 4.1140e-01, -1.1487e-01, -5.4943e-02, 2.4503e-02,\n", - " -2.5039e-02, -9.9587e-03, 1.3072e-01, 4.5926e-02, 6.9544e-02,\n", - " -7.6750e-02, 9.1954e-03, 5.9608e-02, -3.2196e-02, 9.0296e-02,\n", - " 5.4665e-02, 4.9343e-03, -1.0184e-01, -3.1093e-02, 1.8238e-02,\n", - " 9.9516e-02, 5.0099e-02, 7.2726e-02, 7.4661e-02, 5.8317e-02,\n", - " 4.7681e-02, -2.1888e-01, -1.2824e-01, -9.2001e-03, -1.6924e-01,\n", - " -6.6007e-02, -1.3145e-01, 4.5609e-03, -1.6963e-02, -1.3881e-01,\n", - " 1.0726e-01, 2.6847e-02, 3.4012e-02, 4.9686e-02, -1.8051e-02,\n", - " 8.1117e-02, 7.6936e-02, -1.9907e-01, 6.5518e-02, 3.7947e-02,\n", - " 1.7338e-01, 1.2515e-01, 9.0665e-02, 1.9960e-01, -4.3784e-02,\n", - " 5.2904e-02, 2.0929e-02, -1.6854e-02, 1.5526e-01, 4.2797e-02,\n", - " -1.6666e-01, 8.8338e-02, 3.4787e-02, -1.3183e-01, 6.8483e-03,\n", - " -1.1000e-01, 2.1009e-03, 6.8067e-02, -8.9118e-02, 1.4793e-02,\n", - " -1.6388e-04, 1.5776e-01, 1.5675e-01, 6.6618e-02, -7.9542e-02,\n", - " -3.3404e-02, 7.5338e-02, -5.6420e-04, -3.5606e-02, -9.3587e-02,\n", - " 9.2658e-02, -9.2517e-02, 7.0557e-02, -5.0336e-02, 2.2185e-02,\n", - " -1.4681e-01, 8.1938e-02, 1.2301e-01, -9.9737e-04, 1.2787e-01,\n", - " 1.2926e-01, 7.8904e-03, -1.3817e-01, -1.2626e-01, 7.1758e-02,\n", - " 1.2637e-02, 1.4702e-01, 1.2193e-01, 5.9977e-02, -8.4220e-02,\n", - " -6.7759e-02, 9.1227e-03, 1.9597e-01, -4.7183e-02, -1.7960e-01,\n", - " -1.3921e-02, 1.3795e-01, 9.7247e-02, -1.0703e-01, -7.5525e-03,\n", - " -1.1469e-01, 7.2541e-02, 3.9003e-02, 6.0241e-02, -1.7668e-02,\n", - " 2.8879e-02, -1.7712e-01, 5.5653e-02, -9.0197e-02, 7.4972e-03,\n", - " 7.0543e-02, -7.4826e-02, -1.9866e-01, 1.0185e-02, 1.5340e-01,\n", - " 1.0733e-01, 9.5544e-02, 2.8146e-02, 5.1150e-02, 7.7695e-02,\n", - " -1.9368e-03, -2.9277e-02, 2.9241e-02, 7.2927e-04, -6.6681e-02,\n", - " 9.3101e-02, -4.8289e-02, 2.2985e-03, -5.3752e-02, 4.0573e-02,\n", - " -5.7318e-02, -8.1010e-03, -6.3683e-02, -7.2191e-02, 9.4628e-02,\n", - " -5.2318e-02, -1.1188e-02, -1.4373e-01, -1.0095e-01, 9.2550e-02,\n", - " 1.4976e-02, 1.3774e-01, 3.3899e-02, 1.1200e-01, 2.6986e-01,\n", - " 3.4651e-03, -7.7195e-03, 5.8274e-02, -2.8220e-02, -2.8953e-02,\n", - " -1.3285e-02, -6.1327e-02, -8.6871e-02, -8.7978e-02, 2.3760e-02,\n", - " 3.0763e-02, 4.1973e-02, -5.4904e-02, 4.5272e-02, 6.6180e-02,\n", - " -6.3239e-02, -1.8968e-01, -2.3140e-02, 1.1470e-01, -2.4152e-01,\n", - " -1.0144e-02, -1.4280e-01, 1.4466e-01, 1.6719e-02, 3.3186e-02,\n", - " 6.6674e-02, 7.5298e-02, -3.1020e-02, -2.2641e-01, -1.7237e-01,\n", - " 1.4496e-01, -3.4159e-02, 1.8037e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0930, -0.1586, -0.1063, ..., -0.1438, -0.1664, -0.1834],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.2544e-02, 5.6817e-02, 3.7204e-02, 1.9364e-02, 9.1342e-02,\n", - " 3.2675e-02, 6.5880e-02, 1.3847e-01, -1.6407e-02, 8.2323e-03,\n", - " 6.2065e-02, 6.6677e-02, -6.7561e-02, 2.7021e-02, -1.3584e-02,\n", - " 3.0395e-02, 1.2204e-01, 4.7592e-02, -4.5394e-02, 1.0054e-02,\n", - " -2.1547e-02, -1.1285e-02, 4.0456e-02, -4.1223e-03, 2.9743e-02,\n", - " 1.0183e-01, -7.5752e-02, 3.5286e-02, -1.3756e-01, 9.9846e-02,\n", - " 4.0816e-02, -5.7017e-02, 4.2638e-02, -5.7830e-02, 4.6456e-03,\n", - " 3.8609e-02, -5.2873e-02, -1.5381e-02, -7.0085e-02, -7.2426e-02,\n", - " -2.7319e-02, -3.9864e-02, -2.5672e-02, 3.4128e-02, -2.9014e-02,\n", - " 9.5919e-03, 3.5674e-02, 1.4043e-01, -2.4713e-02, -6.0852e-02,\n", - " 1.9859e-02, -4.0350e-02, 7.4133e-02, -1.3085e-01, 2.1301e-02,\n", - " 1.4058e-01, 6.9339e-02, -1.7016e-01, -9.0291e-03, -6.6102e-02,\n", - " 4.7060e-02, 1.3335e-01, -1.1467e-01, 6.7169e-02, 2.0177e-02,\n", - " 4.4230e-02, -1.9409e-02, -1.4609e-02, -6.1882e-02, -2.3383e-02,\n", - " -4.8315e-02, 1.1747e-02, 6.0563e-03, -3.2072e-03, 2.4005e-02,\n", - " -2.4157e-03, 3.4787e-02, -5.9102e-02, -2.6247e-02, 3.9295e-02,\n", - " 8.2967e-02, 1.3392e-02, 3.9425e-02, 6.8036e-02, 5.2766e-02,\n", - " -1.0491e-01, 7.4572e-02, 2.7015e-02, -9.0749e-02, 8.3239e-02,\n", - " -9.9134e-02, -1.0054e-01, 1.5462e-01, -1.0747e-01, 7.9171e-02,\n", - " -1.1430e-01, 2.0448e-01, 7.7033e-03, 8.0450e-03, -3.4731e-02,\n", - " 9.0649e-03, -5.6462e-02, 1.0705e-01, -6.8804e-02, 4.6729e-02,\n", - " 5.1844e-02, 6.3267e-02, -5.9450e-02, -9.7959e-02, -8.4143e-02,\n", - " -9.5573e-02, 2.6785e-02, -1.1268e-01, 2.1350e-02, -2.4357e-02,\n", - " 7.6655e-02, 2.3224e-02, -5.4067e-03, -6.6708e-02, 1.0006e-02,\n", - " -3.2461e-02, 1.9154e-02, 1.1577e-02, 3.2083e-02, 1.2289e-01,\n", - " -1.2658e-01, -1.5112e-02, 5.1694e-02, -3.7401e-02, -4.6215e-03,\n", - " 2.7769e-02, -1.0618e-02, -8.7438e-02, 2.3426e-02, -3.3991e-03,\n", - " -8.4568e-03, 3.8350e-02, 7.5604e-02, 5.0480e-02, -8.9761e-02,\n", - " -2.6782e-02, 9.9710e-02, 3.0182e-02, 3.9131e-03, -8.4853e-03,\n", - " 4.5492e-02, 1.3815e-02, 6.8432e-03, -1.2965e-01, 6.9543e-02,\n", - " -2.0106e-02, 5.0416e-02, -8.8329e-02, -2.3794e-02, -9.1684e-02,\n", - " -4.1710e-02, 6.6093e-02, 4.3864e-02, -3.9052e-02, -2.2976e-02,\n", - " -3.9221e-03, -1.8546e-02, -4.0363e-05, -6.3819e-02, -9.4555e-02,\n", - " 8.3685e-02, 8.9160e-02, -8.4937e-03, -1.0615e-01, -5.6247e-02,\n", - " 4.3692e-02, 2.3189e-02, -4.6520e-02, -3.5978e-02, 1.4372e-02,\n", - " 1.4121e-01, 8.0666e-03, -4.3369e-03, -4.2203e-02, -7.4333e-02,\n", - " -4.2663e-02, 4.6565e-02, -8.1765e-02, 2.3760e-02, 4.6459e-03,\n", - " -9.3088e-02, -1.9938e-02, 1.1160e-03, -1.3506e-02, -4.7692e-02,\n", - " -3.0792e-02, -1.4656e-02, 4.8974e-02, -6.9759e-02, 8.1377e-02,\n", - " -1.6209e-02, 7.0576e-02, 1.4895e-01, 1.2378e-02, 5.3108e-02,\n", - " -1.0627e-01, -9.4754e-02, 5.9448e-02, -9.8340e-02, -3.6880e-02,\n", - " -1.3571e-02, 3.4467e-02, -2.2740e-03, 4.3932e-02, 1.1491e-02,\n", - " -4.8052e-03, 2.3152e-05, 5.7070e-02, 1.0821e-01, -4.0648e-02,\n", - " 4.8138e-02, -5.4059e-02, -1.6098e-02, 2.4344e-01, -4.4878e-02,\n", - " 9.1523e-02, 1.1393e-01, -2.9625e-04, -4.0298e-02, -3.0650e-02,\n", - " 1.1411e-01, -9.5676e-02, 2.2739e-02, 9.6847e-02, 3.2360e-02,\n", - " -1.0303e-01, 6.1588e-02, 6.5167e-02, -9.4439e-03, -5.0424e-02,\n", - " 6.9330e-03, -3.8257e-02, 5.5862e-02, -4.0036e-02, -7.9758e-02,\n", - " 8.8688e-02, -8.7189e-02, -5.1602e-02, 1.1264e-01, 1.0116e-01,\n", - " 7.7208e-02, -1.6457e-02, -6.0034e-02, -5.8943e-02, 2.1680e-02,\n", - " -1.1666e-01, 2.1685e-03, 2.7064e-02, 6.1199e-02, 6.8233e-02,\n", - " -7.3535e-02, 4.8461e-02, -4.4123e-02, -3.3375e-03, -2.9521e-02,\n", - " 3.8175e-02, -3.3295e-02, -2.1666e-02, 6.3270e-02, -1.7775e-02,\n", - " -1.4034e-01, -4.5999e-02, -4.3679e-02, 5.0029e-02, -5.3373e-02,\n", - " -1.2027e-02, 6.1547e-02, -6.8495e-02, 7.7777e-02, 6.9603e-02,\n", - " -1.7344e-01, -1.7418e-02, 2.2621e-02, 8.9350e-02, -8.4139e-02,\n", - " 4.6954e-02, 4.1104e-02, -8.0503e-02, 5.4188e-02, -1.4641e-02,\n", - " 1.3365e-02, 4.5800e-02, 2.3375e-02, -5.2463e-02, -2.3985e-03,\n", - " -6.6481e-02, -3.5017e-02, -8.0917e-02, -7.7162e-02, 3.1328e-02,\n", - " 1.8796e-02, 1.5080e-01, 5.6170e-02, 5.8742e-02, 3.2823e-03,\n", - " 7.1527e-02, 7.6941e-02, 3.6495e-02, 7.9674e-02, 7.6101e-02,\n", - " -8.1014e-02, -1.5293e-02, 3.1313e-02, -5.1907e-01, -4.5097e-02,\n", - " -6.0271e-02, -6.0700e-02, 2.4623e-02, 7.0871e-02, -1.1377e-02,\n", - " 8.0395e-02, -3.0170e-02, -4.7170e-02, -2.3999e-02, 1.2969e-01,\n", - " -3.6875e-02, 6.8095e-02, -2.0271e-02, -1.3562e-01, 1.7620e-02,\n", - " -1.1701e-01, 5.6245e-02, 1.2074e-01, -3.8575e-02, -8.8433e-03,\n", - " 7.2107e-02, -6.6864e-02, -7.3793e-02, 1.4921e-01, -2.3480e-02,\n", - " -1.3064e-02, -1.0266e-01, -4.2625e-02, -7.0491e-02, -1.2217e-02,\n", - " 8.9819e-02, 6.1641e-02, 5.4562e-03, 7.8268e-02, -2.4393e-02,\n", - " -1.1474e-01, 6.5307e-02, -5.5856e-02, 3.2145e-02, -2.5030e-03,\n", - " -6.1180e-02, -1.0853e-01, -2.8987e-03, -1.4290e-01, 9.7155e-02,\n", - " -4.6189e-03, -2.3300e-02, -2.2915e-02, 2.2088e-02, 9.2248e-02,\n", - " 7.2799e-02, -2.9247e-02, 1.1473e-01, 4.0883e-02, 1.1421e-01,\n", - " 3.8988e-02, -1.2531e-01, 1.6792e-03, -7.9815e-03, -3.4973e-02,\n", - " -3.2028e-02, 1.9556e-02, -3.6990e-02, -4.6339e-02, -6.7080e-02,\n", - " -2.3051e-02, -1.2148e-02, -9.6852e-02, -8.2690e-02, 5.5001e-02,\n", - " 5.8214e-03, -5.5033e-01, -3.7869e-02, -1.1841e-01, 1.0324e-02,\n", - " -2.5863e-02, -6.8766e-02, 4.8433e-02, -2.6156e-02, -7.4403e-02,\n", - " 7.9397e-03, -3.5228e-02, -1.2269e-03, -8.2261e-02, 6.8233e-02,\n", - " -1.0715e-03, -7.7529e-02, -7.0584e-02, -4.6056e-02, -2.9065e-02,\n", - " -8.6351e-02, -3.8650e-02, -4.2292e-02, 7.5101e-03, -9.2138e-02,\n", - " -3.8444e-02, -2.7626e-02, -3.7021e-02, -2.7989e-02, 1.7566e-03,\n", - " -4.1745e-02, 7.9009e-03, 2.6998e-02, 6.2970e-02, -8.6371e-02,\n", - " 5.7356e-02, -9.5336e-02, -8.9536e-02, 4.5160e-02, 2.6591e-02,\n", - " 6.7018e-02, -2.2639e-01, 8.1385e-03, -7.6415e-03, -6.4598e-02,\n", - " 5.1353e-03, -8.3249e-03, -1.9122e-02, -2.1627e-02, 5.9331e-02,\n", - " -4.1171e-03, -4.3423e-02, 2.0023e-02, 3.0131e-02, -1.2384e-01,\n", - " 3.3949e-02, -3.0563e-03, -9.5711e-02, 1.8878e-02, -2.5619e-02,\n", - " -2.3866e-02, 1.6302e-02, 8.7193e-03, 8.9052e-03, -9.5401e-04,\n", - " -5.6591e-02, 5.6655e-02, 9.5241e-03, -4.3609e-02, -3.7869e-02,\n", - " 8.2998e-04, -4.8383e-03, 1.8090e-02, 6.3112e-03, 4.2111e-02,\n", - " 1.4497e-01, 6.5545e-02, 4.9475e-02, -4.6175e-02, -6.1426e-02,\n", - " 3.4534e-02, -5.5321e-02, -4.4363e-02, -1.6927e-02, 1.3033e-01,\n", - " 3.0333e-02, 5.6346e-02, -7.9621e-02, -4.0134e-02, 5.2309e-02,\n", - " -9.2470e-03, -3.3068e-02, 5.4537e-02, -3.7662e-02, 4.1894e-02,\n", - " -7.3469e-02, -7.2490e-03, 1.9599e-02, -7.6068e-02, -1.2602e-01,\n", - " 4.8756e-02, -1.3645e-03, -7.8661e-02, -1.7227e-01, -8.5894e-02,\n", - " -5.5935e-02, 9.0466e-02, 8.0080e-02, -7.0740e-02, 1.1140e-02,\n", - " -2.0970e-02, 2.1583e-02, -4.9265e-02, 8.5065e-02, 5.7874e-03,\n", - " -4.5332e-02, 1.6279e-02, -7.0001e-03, 5.0941e-02, 4.0125e-02,\n", - " 3.2666e-02, 5.0612e-03, -8.6874e-02, -2.4811e-02, 4.0816e-02,\n", - " 1.0425e-01, 6.3627e-02, -1.5360e-02, -8.8921e-02, 3.0089e-04,\n", - " -3.6022e-02, -7.6921e-02, 6.7074e-03, -4.6466e-03, 6.7263e-02,\n", - " 1.6610e-01, -6.3302e-02, -4.6526e-03, 6.3816e-02, 7.4654e-02,\n", - " -2.6275e-02, 1.1368e-02, 4.8783e-02, 4.8637e-02, -6.0188e-02,\n", - " 4.8186e-02, -7.4656e-02, -5.7696e-02, 8.7806e-03, 1.4224e-01,\n", - " 1.0934e-01, 1.6218e-02, -7.1475e-02, -3.4238e-02, 3.1544e-02,\n", - " -1.0248e-01, -1.4596e-02, 2.7661e-02, 3.3668e-02, -1.0898e-01,\n", - " 6.0109e-02, -4.6495e-02, 1.1412e-02, -1.2427e-02, 9.5275e-03,\n", - " 4.6985e-02, -4.0084e-02, 7.9279e-02, 3.5121e-02, 6.7332e-02,\n", - " -4.3213e-02, 3.5287e-02, 5.9591e-02, 1.1888e-02, -5.4324e-02,\n", - " -2.6193e-02, -8.9887e-02, 3.9822e-02, -1.6125e-02, -6.7019e-02,\n", - " -4.7905e-02, 2.9515e-02, -3.4412e-03, -2.5717e-02, -5.8606e-02,\n", - " 6.4155e-02, 2.2732e-02, 1.9916e-02, 1.2516e-02, -2.9456e-02,\n", - " -2.7244e-02, 3.4631e-02, 1.8101e-02, 6.1222e-02, -7.2865e-02,\n", - " -2.2831e-03, 5.5052e-02, -1.8558e-01, -1.4144e-02, 3.3238e-02,\n", - " -1.1686e-01, 8.4221e-02, 1.2431e-01, -4.4451e-02, 1.7096e-02,\n", - " -2.6241e-02, 1.6177e-01, 5.0047e-02, -3.3098e-02, 1.1551e-02,\n", - " 4.5538e-02, -9.3054e-02, 1.8281e-02, 4.9398e-02, 2.7666e-02,\n", - " -8.7666e-02, -2.5564e-02, 7.3716e-02, -1.2737e-02, 3.4324e-02,\n", - " 7.6191e-02, 6.5218e-02, -2.2531e-02, 3.1032e-02, 6.4065e-02,\n", - " 1.8693e-02, 2.4132e-02, -1.7133e-02, -2.6653e-02, 4.6629e-02,\n", - " 4.0507e-03, -1.3375e-02, 4.2953e-02, -9.5762e-03, -1.1711e-01,\n", - " 2.5943e-02, -3.9893e-02, 2.1431e-02, 3.7443e-02, -3.3188e-02,\n", - " 9.2722e-02, 7.6100e-02, -2.2879e-02, 5.4379e-02, -7.1734e-02,\n", - " 6.8183e-02, 7.7931e-02, -9.8835e-02, -9.6170e-02, -5.5112e-02,\n", - " 7.4807e-02, 4.3049e-02, 3.9609e-02, 9.2974e-02, -8.2168e-02,\n", - " -4.9999e-02, -1.4871e-02, 3.1284e-02, 2.0841e-02, -7.2395e-02,\n", - " -8.4716e-02, 5.9776e-02, -1.9951e-02, -7.2559e-02, 4.0325e-03,\n", - " -3.0500e-03, 3.2379e-02, 1.0089e-01, 1.5192e-02, 1.2465e-01,\n", - " 5.1645e-02, -1.4799e-02, 3.6625e-02, 6.4302e-02, -8.9043e-02,\n", - " -5.8058e-02, 5.6297e-02, -5.0696e-02, 9.9756e-03, -4.4567e-02,\n", - " 4.0293e-02, -2.9394e-02, 2.3886e-02, -3.0619e-02, -1.5587e-02,\n", - " -9.9104e-03, 5.5242e-02, 2.0337e-01, 5.0747e-02, 1.3689e-02,\n", - " 1.0028e-01, 9.9823e-03, -1.7688e-02, 3.3145e-02, 6.3340e-02,\n", - " -1.9347e-02, 6.9764e-02, -1.9037e-02, -7.9368e-03, 1.2824e-02,\n", - " -3.2686e-02, -3.6289e-02, 1.1228e-01, 7.2105e-03, 5.4941e-02,\n", - " 2.8039e-02, 3.6739e-02, 9.7780e-02, -1.5107e-02, -6.9768e-02,\n", - " -1.9910e-02, -6.5827e-02, 5.9197e-02, -1.3457e-02, 6.0836e-02,\n", - " 2.2396e-02, -1.0204e-01, 5.8928e-03, -1.1252e-01, -8.6280e-02,\n", - " 7.6683e-02, -7.4889e-02, 1.0437e-01, 5.2071e-02, 2.2317e-02,\n", - " 6.9638e-02, 3.9984e-02, -3.5737e-02, 1.1387e-01, 3.8984e-02,\n", - " 3.7591e-02, 8.6846e-02, 1.1663e-01, 5.4582e-02, -5.7054e-02,\n", - " 4.6936e-03, 2.0788e-02, -6.7385e-03, 3.5726e-02, -2.1339e-02,\n", - " -9.2526e-02, -1.6031e-02, -5.8040e-02, -2.8340e-02, 1.1060e-01,\n", - " -1.7007e-02, 3.1471e-02, -9.7770e-02, -1.2477e-02, 6.4481e-02,\n", - " 1.0773e-01, 4.6812e-02, 3.6445e-02, -7.0640e-03, 1.8942e-01,\n", - " -1.8769e-01, 7.4688e-03, 1.6733e-01, 5.4639e-03, 5.4661e-02,\n", - " -1.0573e-03, 1.0984e-02, -1.2574e-03, 5.7423e-02, -8.6233e-02,\n", - " 4.9798e-02, -1.9263e-02, -6.3470e-02, 1.2977e-01, -2.5561e-02,\n", - " -4.5092e-02, 1.5575e-02, -7.3584e-02, 9.3936e-02, -1.4514e-01,\n", - " 2.1036e-02, -1.1701e-01, 2.9094e-02, 1.4522e-01, -1.3164e-01,\n", - " -7.4126e-02, 8.2227e-02, -5.8983e-02, 3.0818e-02, -6.5273e-02,\n", - " 3.1150e-02, -5.5271e-03, 5.2680e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8674, 0.8657, 0.8152, 0.8230, 0.8306, 0.8529, 0.8339, 0.8639, 0.8716,\n", - " 0.8443, 0.8240, 0.8223, 0.8077, 0.7978, 0.8754, 0.8136, 0.8119, 0.8311,\n", - " 0.8552, 0.8434, 0.8588, 0.8129, 0.8532, 0.8227, 0.8276, 0.8170, 0.7878,\n", - " 0.8443, 0.7901, 0.8476, 0.8661, 0.8209, 0.8231, 0.8484, 0.8709, 0.8646,\n", - " 0.8452, 0.8612, 0.8214, 0.7955, 0.8725, 0.8424, 0.8613, 0.8339, 0.8703,\n", - " 0.8313, 0.8546, 0.8885, 0.8807, 0.8609, 0.8526, 0.8554, 0.8141, 0.7768,\n", - " 0.7984, 0.8096, 0.8483, 0.7708, 0.8774, 0.8101, 0.8535, 0.8168, 0.7408,\n", - " 0.8179, 0.8547, 0.8272, 0.8457, 0.8366, 0.8339, 0.8396, 0.8686, 0.8604,\n", - " 0.8533, 0.8030, 0.8597, 0.7781, 0.8447, 0.7554, 0.8051, 0.8204, 0.8792,\n", - " 0.8866, 0.8493, 0.8423, 0.7918, 0.8224, 0.8283, 0.8577, 0.8585, 0.8594,\n", - " 0.8178, 0.8404, 0.5863, 0.8197, 0.8061, 0.8181, 0.7374, 0.8033, 0.8645,\n", - " 0.8645, 0.8743, 0.8730, 0.8526, 0.8295, 0.8237, 0.7393, 0.8393, 0.8601,\n", - " 0.8277, 0.8112, 0.8216, 0.8461, 0.8095, 0.8346, 0.8622, 0.8302, 0.8454,\n", - " 0.8733, 0.8572, 0.8041, 0.8251, 0.7852, 0.8271, 0.8307, 0.7495, 0.7904,\n", - " 0.8316, 0.7766, 0.8430, 0.8269, 0.8847, 0.8272, 0.7552, 0.8164, 0.8474,\n", - " 0.8623, 0.8470, 0.8032, 0.8418, 0.7735, 0.8649, 0.8609, 0.8570, 0.8671,\n", - " 0.8227, 0.6716, 0.8633, 0.8232, 0.8210, 0.7913, 0.8429, 0.8190, 0.7623,\n", - " 0.8550, 0.8679, 0.8278, 0.8550, 0.8129, 0.8588, 0.7591, 0.8480, 0.8712,\n", - " 0.8446, 0.8664, 0.8454, 0.8544, 0.8545, 0.8143, 0.7320, 0.8537, 0.8688,\n", - " 0.8421, 0.7921, 0.8430, 0.8623, 0.7666, 0.8117, 0.8319, 0.8106, 0.8320,\n", - " 0.8239, 0.8612, 0.8482, 0.8587, 0.8658, 0.8434, 0.8602, 0.8179, 0.8507,\n", - " 0.8402, 0.8759, 0.7997, 0.7991, 0.8380, 0.8296, 0.8449, 0.8783, 0.7909,\n", - " 0.8165, 0.8000, 0.8434, 0.8487, 0.7419, 0.8303, 0.8427, 0.8103, 0.8565,\n", - " 0.8099, 0.8502, 0.8147, 0.8235, 0.8747, 0.8139, 0.8232, 0.8591, 0.7794,\n", - " 0.7805, 0.8570, 0.7916, 0.8374, 0.8530, 0.8154, 0.8522, 0.8161, 0.8324,\n", - " 0.6877, 0.8006, 0.8216, 0.8697, 0.8452, 0.8123, 0.8715, 0.8296, 0.8672,\n", - " 0.8704, 0.8373, 0.8224, 0.8075, 0.8568, 0.7922, 0.8315, 0.8814, 0.8590,\n", - " 0.8309, 0.8318, 0.7833, 0.8204, 0.8175, 0.8017, 0.7534, 0.8319, 0.8029,\n", - " 0.8359, 0.8754, 0.8591, 0.8136, 0.7565, 0.8207, 0.8449, 0.8298, 0.8837,\n", - " 0.8587, 0.8922, 0.8564, 0.8362, 0.7635, 0.8549, 0.8251, 0.8540, 0.8695,\n", - " 0.8479, 0.8503, 0.8318, 0.8502, 0.8849, 0.8810, 0.7733, 0.8495, 0.8288,\n", - " 0.8406, 0.7666, 0.8563, 0.8717, 0.7908, 0.8420, 0.8305, 0.8399, 0.8603,\n", - " 0.8506, 0.8631, 0.7992, 0.8054, 0.8406, 0.8274, 0.8245, 0.7729, 0.7821,\n", - " 0.7891, 0.8383, 0.8423, 0.8618, 0.8344, 0.8597, 0.8549, 0.7896, 0.8470,\n", - " 0.8118, 0.8482, 0.7525, 0.8340, 0.8260, 0.7688, 0.8008, 0.8371, 0.8671,\n", - " 0.8303, 0.8641, 0.8564, 0.8251, 0.7501, 0.8275, 0.8081, 0.7835, 0.8270,\n", - " 0.8543, 0.8718, 0.8302, 0.8581, 0.8724, 0.8467, 0.8038, 0.7754, 0.8587,\n", - " 0.8512, 0.8394, 0.8449, 0.8375, 0.8640, 0.8584, 0.8466, 0.8094, 0.8994,\n", - " 0.8064, 0.8720, 0.8175, 0.7676, 0.8702, 0.8458, 0.8337, 0.8445, 0.8233,\n", - " 0.8853, 0.8640, 0.7894, 0.8630, 0.8524, 0.8283, 0.8194, 0.8441, 0.8239,\n", - " 0.8516, 0.8275, 0.8105, 0.8163, 0.8414, 0.8599, 0.7949, 0.8605, 0.8476,\n", - " 0.8175, 0.8510, 0.8464, 0.8782, 0.8451, 0.8381, 0.8573, 0.8554, 0.8495,\n", - " 0.8259, 0.8694, 0.8506, 0.3747, 0.8498, 0.8378, 0.8379, 0.8446, 0.8040,\n", - " 0.8613, 0.8558, 0.8582, 0.8059, 0.8287, 0.8308, 0.8103, 0.8676, 0.8892,\n", - " 0.8340, 0.7817, 0.8371, 0.8525, 0.8511, 0.7937, 0.7904, 0.8573, 0.7860,\n", - " 0.8099, 0.8591, 0.8408, 0.8226, 0.8633, 0.8343, 0.8322, 0.8530, 0.8805,\n", - " 0.8474, 0.8051, 0.8242, 0.8547, 0.8355, 0.7933, 0.8387, 0.7534, 0.8618,\n", - " 0.8247, 0.8325, 0.8285, 0.8451, 0.8163, 0.8362, 0.7565, 0.8588, 0.7983,\n", - " 0.8117, 0.7815, 0.8563, 0.8815, 0.8266, 0.8458, 0.8471, 0.8534, 0.8275,\n", - " 0.8676, 0.8038, 0.7566, 0.8555, 0.8442, 0.8268, 0.8452, 0.8388, 0.7940,\n", - " 0.8651, 0.8572, 0.8672, 0.8447, 0.8797, 0.8654, 0.8461, 0.8597, 0.8168,\n", - " 0.8319, 0.8416, 0.7461, 0.8808, 0.8524, 0.8465, 0.7976, 0.7980, 0.8237,\n", - " 0.8295, 0.8529, 0.8613, 0.8144, 0.8583, 0.8879, 0.8154, 0.8372, 0.8165,\n", - " 0.8494, 0.8304, 0.7952, 0.8515, 0.8151, 0.7587, 0.8403, 0.8232, 0.8434,\n", - " 0.8265, 0.8558, 0.8190, 0.8510, 0.8347, 0.8333, 0.8219, 0.8600, 0.8667,\n", - " 0.8395, 0.7904, 0.8157, 0.8558, 0.8248, 0.8132, 0.8460, 0.8326, 0.7925,\n", - " 0.8085, 0.8700, 0.8153, 0.8540, 0.8614, 0.8758, 0.7856, 0.8296, 0.8509,\n", - " 0.8780, 0.8362, 0.7664, 0.8676, 0.7725, 0.8394, 0.8427, 0.8535, 0.7693,\n", - " 0.8481, 0.8477, 0.8393, 0.8613, 0.8360, 0.8424, 0.8504, 0.7861, 0.8425,\n", - " 0.8077, 0.8874, 0.8479, 0.8502, 0.8131, 0.8483, 0.8486, 0.7966, 0.9152,\n", - " 0.8129, 0.7986, 0.8612, 0.8219, 0.8705, 0.7923, 0.8375, 0.8508, 0.7974,\n", - " 0.8298, 0.8654, 0.7911, 0.8266, 0.8531, 0.8562, 0.8569, 0.8529, 0.7973,\n", - " 0.8708, 0.8686, 0.8807, 0.8474, 0.8486, 0.8690, 0.8035, 0.8551, 0.8032,\n", - " 0.8582, 0.8523, 0.8722, 0.8528, 0.8678, 0.8524, 0.7662, 0.8069, 0.8301,\n", - " 0.8856, 0.7782, 0.8565, 0.8455, 0.8160, 0.8556, 0.8549, 0.8209, 0.8534,\n", - " 0.8673, 0.7460, 0.8800, 0.8341, 0.8761, 0.8702, 0.8733, 0.8725, 0.8541,\n", - " 0.8078, 0.8249, 0.8582, 0.8525, 0.8569, 0.8215, 0.8284, 0.8583, 0.8739,\n", - " 0.8528, 0.8584, 0.8158, 0.8666, 0.8231, 0.8241, 0.8571, 0.8700, 0.7922,\n", - " 0.8608, 0.7881, 0.7507, 0.8458, 0.8028, 0.8680, 0.8590, 0.8049, 0.7784,\n", - " 0.8517, 0.8800, 0.8531, 0.8445, 0.8520, 0.8496, 0.8222, 0.8449, 0.8551,\n", - " 0.8312, 0.7918, 0.8266, 0.7886, 0.8609, 0.8216, 0.8727, 0.8704, 0.7921,\n", - " 0.8700, 0.8165, 0.8041, 0.8589, 0.7948, 0.8608, 0.8369, 0.8329, 0.8621,\n", - " 0.8326, 0.8258, 0.8696, 0.8349, 0.8173, 0.8093, 0.7730, 0.8153, 0.8027,\n", - " 0.8658, 0.8484, 0.8369, 0.8377, 0.8613, 0.8449, 0.8591, 0.8599, 0.8251,\n", - " 0.8523, 0.8210, 0.8295, 0.8297, 0.7409, 0.8663, 0.8452, 0.7903, 0.8481,\n", - " 0.8413, 0.8104, 0.8317, 0.8711, 0.8500, 0.8691, 0.8541, 0.8082, 0.8472,\n", - " 0.8596, 0.8396, 0.7980, 0.8760, 0.8516, 0.8630, 0.8548, 0.8595, 0.8349,\n", - " 0.8644, 0.8609, 0.8402, 0.8346, 0.8142, 0.8281, 0.7804, 0.8760, 0.8463,\n", - " 0.8227, 0.8613, 0.8350, 0.8084, 0.8097, 0.8168, 0.8412, 0.8867, 0.8281,\n", - " 0.8564, 0.8209, 0.8406, 0.8209, 0.8479, 0.8427, 0.8607, 0.8807, 0.8474,\n", - " 0.7881, 0.8564, 0.8691, 0.8580, 0.8367, 0.8614, 0.8247, 0.8435, 0.8421,\n", - " 0.8362, 0.8468, 0.8361, 0.8730, 0.9125, 0.7578, 0.8408, 0.8565, 0.8036,\n", - " 0.8725, 0.8054, 0.8608, 0.8317, 0.8728, 0.8415, 0.8296, 0.8444, 0.8336,\n", - " 0.8450, 0.8428, 0.8662, 0.8719, 0.8554, 0.8363, 0.8442, 0.8297, 0.8127,\n", - " 0.8025, 0.8490, 0.8498, 0.8137, 0.8432, 0.8331, 0.8522, 0.8312, 0.8438,\n", - " 0.8001, 0.8290, 0.8655], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.1713e-02, -3.2094e-02, -8.6460e-02, 3.7603e-02, -1.3841e-01,\n", - " -2.1814e-02, -9.9134e-02, -8.6274e-02, 1.5932e-03, -1.3814e-02,\n", - " -5.1382e-03, -3.0256e-02, 5.0765e-03, -1.0089e-01, -3.7572e-02,\n", - " -9.4554e-02, -8.8116e-02, -6.7744e-02, -1.3397e-02, -9.7374e-02,\n", - " -1.4343e-01, 1.9257e-02, -1.0515e-01, -1.6315e-01, -3.9220e-02,\n", - " -1.4828e-01, -8.3666e-02, 9.2629e-03, 6.3644e-02, -7.6766e-02,\n", - " -5.3332e-02, -3.0371e-02, -1.1594e-01, 7.3442e-02, -9.5131e-02,\n", - " -4.1702e-03, 3.3848e-02, -4.8474e-02, -1.2355e-01, 1.5333e-01,\n", - " -1.7673e-02, 5.7004e-02, -4.3517e-02, -3.2900e-02, -3.4837e-02,\n", - " -5.8695e-03, -1.6058e-02, -5.9118e-03, -2.4456e-02, 2.5875e-02,\n", - " 5.4317e-02, 6.5860e-03, -1.6350e-01, 3.9801e-02, -9.1907e-02,\n", - " -6.9166e-02, -7.7503e-02, 5.1449e-02, 1.7075e-02, -7.9257e-03,\n", - " 9.9297e-03, -9.8996e-02, -1.1037e-02, -3.0474e-02, -2.9058e-02,\n", - " -1.1638e-01, -1.6238e-02, -3.8018e-02, -2.5555e-02, 3.5732e-02,\n", - " 4.6073e-02, -9.0614e-02, 1.2497e-03, -1.7167e-02, -8.4460e-02,\n", - " -5.1186e-02, -6.5019e-03, -2.7047e-02, -8.3513e-02, -8.0272e-02,\n", - " -2.9322e-02, -6.4086e-02, -2.2243e-02, -7.6187e-02, -3.6619e-02,\n", - " 1.4691e-02, 1.6482e-03, -4.2842e-02, -1.9451e-02, -7.3226e-02,\n", - " -1.8889e-02, 4.4132e-02, -2.4550e-01, -5.9267e-02, -1.2392e-01,\n", - " 2.9678e-02, -1.1626e-01, 5.7071e-02, 1.0054e-02, -2.4589e-03,\n", - " -5.5054e-03, -3.7475e-02, -1.5173e-03, -6.1028e-03, -4.0779e-02,\n", - " -4.8645e-03, 1.7430e-02, -1.2742e-02, 6.0094e-02, -6.1112e-02,\n", - " 3.5650e-02, 4.5236e-04, 3.4306e-02, 4.1614e-02, -1.5417e-02,\n", - " -3.6207e-02, -6.8477e-02, -2.8815e-02, 3.9164e-02, -1.1380e-01,\n", - " 2.7428e-02, 2.5914e-02, -1.4783e-02, -7.8816e-02, -1.0450e-01,\n", - " 2.2856e-02, 2.6447e-02, -1.3940e-01, -1.8582e-02, -1.1796e-02,\n", - " -5.1360e-02, -1.2014e-01, 1.6893e-02, 3.5917e-02, -3.9196e-02,\n", - " 5.2148e-03, -8.1985e-02, -5.5533e-02, 8.3005e-02, -8.3650e-03,\n", - " 1.2964e-02, -5.3943e-02, -5.2047e-02, -7.6415e-02, -8.0936e-02,\n", - " 1.4973e-01, -3.9747e-03, -4.2378e-02, 4.2487e-02, -1.3446e-01,\n", - " -4.6743e-02, -9.2743e-02, 3.6083e-02, -5.8372e-02, -7.0972e-02,\n", - " -5.2488e-02, -7.4117e-02, -7.9393e-02, -6.2443e-02, 6.1688e-02,\n", - " -7.0269e-02, 1.9337e-02, -4.4662e-02, -9.3549e-02, -2.8903e-02,\n", - " -1.0124e-01, -7.1908e-02, -7.3113e-02, 1.2333e-01, -8.8124e-03,\n", - " -8.4983e-03, -4.2498e-02, -1.2183e-02, -1.0582e-01, -2.5920e-02,\n", - " -1.1906e-01, -8.4847e-02, -1.0354e-01, -1.0667e-01, -2.7671e-02,\n", - " -3.3286e-02, -8.2696e-02, 2.4899e-02, -1.0306e-01, -3.5396e-02,\n", - " 1.3258e-02, -1.5426e-01, -9.6510e-02, -1.2668e-01, -6.6671e-02,\n", - " -7.1065e-03, 8.6706e-02, -1.8147e-01, 5.0721e-03, -7.5076e-02,\n", - " -8.4770e-02, -5.9540e-03, -9.4991e-02, -3.6714e-02, 1.6385e-03,\n", - " 1.9781e-02, -6.3155e-02, -8.3023e-02, -6.2318e-02, 4.4197e-02,\n", - " -1.1762e-01, -6.6583e-02, -4.9264e-03, -4.9129e-02, -7.0907e-02,\n", - " 2.3871e-02, 6.3587e-03, -1.3064e-01, -7.3901e-02, -7.8396e-02,\n", - " -2.6756e-02, 3.8502e-02, -3.1373e-02, -5.0993e-02, -3.2467e-02,\n", - " -7.0174e-02, -1.3856e-01, 1.4504e-02, -3.7913e-02, 2.4400e-02,\n", - " -1.4439e-01, -8.7000e-02, -1.8781e-03, -6.3762e-02, 3.1353e-02,\n", - " -3.3743e-02, -3.6532e-03, -4.4338e-02, -5.4284e-02, -1.2272e-02,\n", - " -4.2292e-02, -4.1726e-02, 2.2379e-02, -7.6453e-02, 6.4980e-02,\n", - " -5.3418e-02, -5.6078e-02, -5.8460e-03, -6.6229e-02, -3.0085e-02,\n", - " -4.0553e-02, 2.6263e-02, -7.4665e-02, 6.8832e-02, 8.2867e-02,\n", - " -3.9942e-02, -2.0698e-01, -1.3036e-02, -2.2946e-02, -4.6219e-02,\n", - " 4.8032e-03, 9.3393e-02, -1.6261e-02, -5.1642e-02, -4.6618e-02,\n", - " -3.5134e-02, -1.6012e-02, -1.6761e-02, -5.4778e-02, -2.2342e-02,\n", - " 3.5790e-02, -3.8227e-02, -1.8649e-02, -6.6242e-02, 2.3126e-03,\n", - " -3.9965e-02, -3.7867e-02, 9.0542e-03, -6.2257e-02, 1.3359e-02,\n", - " -2.8074e-02, 1.5215e-02, 5.0341e-02, 1.0392e-02, 2.3788e-02,\n", - " -9.4309e-02, -3.6159e-02, -2.4630e-02, 3.7346e-02, 1.8067e-02,\n", - " -1.0619e-01, -9.7375e-02, -1.1488e-01, -7.6043e-02, -2.0594e-02,\n", - " -9.4342e-02, -5.2809e-03, 3.9558e-02, -1.4925e-02, -1.3752e-01,\n", - " -6.3680e-02, -6.5878e-02, -1.8663e-01, -5.5274e-02, -2.4583e-02,\n", - " -1.0947e-01, -7.7238e-02, 1.7852e-02, -1.1290e-01, -2.1690e-01,\n", - " 2.6890e-02, 6.8976e-03, 8.3894e-03, 7.8486e-01, -4.2197e-02,\n", - " 2.5885e-02, 5.3687e-02, -5.7352e-02, -2.2193e-02, -3.4703e-03,\n", - " -7.0497e-02, -8.3614e-02, -7.7478e-02, 3.4947e-02, -4.3261e-02,\n", - " 5.2866e-02, -9.6653e-02, -1.4863e-01, 7.0687e-02, -2.9605e-02,\n", - " -6.8757e-02, 1.4778e-02, 2.4834e-02, -2.5539e-02, 4.1840e-02,\n", - " -2.2133e-02, -8.3725e-02, -5.0377e-02, -1.1988e-01, 1.7157e-02,\n", - " -4.8240e-02, 1.6290e-02, -6.2791e-03, -1.7365e-02, 1.7870e-02,\n", - " -3.8809e-02, -1.0041e-01, -6.4106e-02, -4.3727e-02, -5.2670e-02,\n", - " -4.0963e-02, -5.5658e-02, 2.5213e-02, 1.0663e-02, 5.8118e-02,\n", - " 6.3089e-02, -4.1025e-02, -9.4629e-02, -4.0666e-02, -1.7103e-02,\n", - " 2.8350e-02, -7.6687e-02, -6.7120e-02, -1.7563e-02, -1.4950e-02,\n", - " -8.7644e-02, -4.9455e-02, -5.4876e-02, -5.1101e-02, -5.8982e-02,\n", - " -2.1392e-02, 9.3289e-03, -9.8018e-02, 2.7512e-02, -4.1245e-02,\n", - " -2.4363e-02, -1.3492e-02, -6.4829e-02, 2.3207e-02, -1.7548e-02,\n", - " -5.3096e-02, -5.7843e-02, 1.9381e-02, 1.1678e-02, -7.4205e-02,\n", - " -4.5949e-02, -3.3700e-01, -3.2609e-02, 3.6610e-02, -6.2244e-02,\n", - " 8.0665e-03, 8.4647e-02, -8.3345e-02, -1.2213e-02, 4.0949e-03,\n", - " -7.7381e-02, -9.8004e-02, -1.2740e-01, -3.0920e-02, -8.3628e-02,\n", - " -4.4295e-02, 6.9366e-02, 4.8936e-02, -7.8387e-02, 1.7642e-02,\n", - " -1.9090e-02, 1.8707e-02, -6.1002e-02, -5.3545e-02, -4.8619e-03,\n", - " 2.3577e-02, -5.6527e-02, -5.7671e-02, -1.3272e-01, 4.7522e-02,\n", - " -1.7893e-03, -6.4383e-02, -7.9390e-02, -2.0788e-02, 3.0355e-02,\n", - " -6.0561e-02, -2.1578e-02, -1.9471e-02, -4.6228e-02, -1.6956e-02,\n", - " 8.4920e-03, 3.8506e-02, -4.6223e-02, 2.9462e-03, 6.3956e-02,\n", - " -7.5629e-02, -5.7529e-02, 5.6776e-02, 6.0674e-02, -9.4913e-02,\n", - " -5.1406e-02, 4.3407e-02, 6.2222e-02, -9.7843e-02, 4.1430e-02,\n", - " -8.1829e-02, 8.1091e-02, -5.8048e-02, 5.9678e-03, 1.2243e-02,\n", - " -4.9292e-02, -7.3640e-02, -1.0125e-01, -1.5630e-02, -1.2466e-02,\n", - " -4.6664e-02, 1.0486e-01, -5.0693e-02, -1.3266e-02, 3.5604e-02,\n", - " -6.4141e-02, -2.3250e-02, -9.7357e-02, 9.3756e-03, -1.0903e-01,\n", - " -8.0942e-02, 2.5921e-02, -8.2526e-03, 5.8003e-02, 1.8726e-03,\n", - " -4.3275e-02, 7.2596e-02, -2.8683e-03, -9.4766e-02, -1.0365e-01,\n", - " 2.3042e-02, -5.3766e-02, -1.1084e-02, -7.2521e-02, -2.9314e-02,\n", - " -5.0043e-02, 1.9264e-02, -2.9034e-02, -4.2537e-02, -6.2312e-03,\n", - " -7.7829e-03, 3.2626e-02, -3.4724e-02, 4.8541e-02, 7.9498e-02,\n", - " -6.7164e-02, -1.0243e-01, -1.0465e-02, -4.4741e-02, 1.7488e-02,\n", - " -3.3911e-02, -9.9470e-02, -7.7054e-02, 4.9930e-02, 3.4940e-03,\n", - " -2.2749e-02, 5.2407e-03, -7.8683e-02, -3.0714e-02, -5.9429e-03,\n", - " -2.1312e-02, -2.7779e-02, -6.5988e-06, -2.2967e-02, -6.2026e-02,\n", - " -2.5264e-02, -6.1298e-02, -3.5501e-02, 2.8999e-02, -3.2531e-02,\n", - " -8.9775e-02, 1.6167e-02, -5.1811e-02, -4.0409e-02, -7.3527e-02,\n", - " 3.0326e-02, -1.7010e-02, -4.7243e-02, -7.2638e-03, -1.0760e-02,\n", - " -1.4436e-01, 2.8342e-02, -4.1953e-02, 1.2528e-01, -7.2778e-02,\n", - " 5.3141e-02, -1.4012e-01, -9.1663e-02, 6.1629e-02, -2.8132e-02,\n", - " -1.8276e-02, -5.4232e-02, 5.0434e-02, -6.2906e-02, -5.7433e-02,\n", - " 3.8484e-02, 1.6940e-02, -1.1133e-02, -4.1589e-02, -1.1445e-01,\n", - " -2.3421e-02, 4.8399e-03, -8.7405e-02, -6.1883e-02, 1.2142e-01,\n", - " -8.8994e-02, -6.7286e-03, 2.4680e-02, -4.4958e-02, 2.9250e-02,\n", - " 1.6069e-01, 7.3294e-02, -7.3249e-02, -1.6951e-01, -7.4949e-02,\n", - " 1.4607e-02, 1.7433e-02, -9.1817e-02, -8.1270e-02, -3.2152e-02,\n", - " 1.2009e-02, -3.2579e-02, -1.1202e-01, -8.5138e-02, -2.7000e-02,\n", - " 2.8664e-03, -1.3132e-02, -6.3981e-03, -7.5168e-02, 4.0724e-02,\n", - " -2.5405e-02, -5.3272e-02, 8.8366e-03, 6.3617e-04, 8.7482e-03,\n", - " 9.9915e-04, -8.3712e-02, -8.8934e-02, -3.5159e-02, 4.7726e-02,\n", - " -4.7192e-02, 9.0511e-03, -5.0460e-02, -9.7207e-02, 8.0749e-03,\n", - " 2.7167e-02, -1.1259e-01, -1.0161e-01, 1.7533e-02, 1.5956e-02,\n", - " 9.5856e-03, -2.3948e-01, -1.6462e-03, -2.7492e-02, -6.3424e-02,\n", - " -2.7188e-02, -3.0362e-02, -9.3089e-02, -7.0510e-02, -7.2834e-02,\n", - " -1.8374e-02, -4.5488e-02, -6.9306e-02, -5.2890e-02, -9.9052e-02,\n", - " -7.6799e-02, -4.5336e-02, -1.6421e-02, -5.0560e-02, -5.4939e-02,\n", - " -6.7741e-02, -7.6198e-02, -9.4252e-02, -8.7450e-02, -8.4054e-02,\n", - " -5.6596e-02, 4.7652e-02, 2.9686e-02, -3.3098e-02, 3.4231e-02,\n", - " -7.7127e-03, 3.5399e-02, -3.2647e-02, -6.4102e-02, 2.5271e-02,\n", - " -7.7020e-02, -4.8714e-02, -8.5500e-02, -4.1487e-02, -2.7622e-02,\n", - " -6.1148e-02, -8.2222e-02, 4.0708e-02, -7.0505e-02, -3.9561e-02,\n", - " -1.2734e-01, -8.4910e-02, -7.4994e-02, -1.5191e-01, -3.7791e-02,\n", - " -7.1780e-02, -5.5077e-02, -6.1531e-02, -1.0719e-01, -1.0700e-01,\n", - " 4.8825e-02, -7.3543e-02, -5.7661e-02, 9.0713e-03, -5.9801e-02,\n", - " 2.8040e-02, -6.7006e-02, -7.0639e-02, 1.6665e-02, -4.1714e-02,\n", - " -4.9103e-02, -1.1484e-01, -8.1878e-02, -7.0280e-02, -2.3094e-03,\n", - " -2.4314e-02, -8.7338e-02, -3.4778e-02, -1.2845e-02, -1.0155e-02,\n", - " -1.0939e-01, -6.7945e-03, -1.0917e-01, 2.7554e-03, -5.0998e-02,\n", - " 1.4166e-02, -1.0410e-01, -8.7967e-02, -5.6295e-02, -7.9147e-02,\n", - " -7.3920e-02, -5.5974e-02, 9.5680e-03, 1.7850e-02, -8.3033e-02,\n", - " -4.0753e-02, -1.4372e-01, -1.0969e-01, -1.2301e-01, -7.0907e-03,\n", - " -5.7548e-02, -5.3379e-02, -1.5343e-01, -2.0594e-02, 6.3256e-02,\n", - " -1.0234e-02, -1.0679e-01, -6.1653e-02, 1.8038e-02, -4.8162e-02,\n", - " 8.7942e-03, -5.6752e-02, -4.6526e-02, -5.9941e-02, -7.0073e-02,\n", - " -4.6122e-02, 3.8905e-02, -4.2929e-02, -3.7022e-02, -2.0935e-02,\n", - " -7.9253e-02, 1.3304e-02, 4.6669e-02, -4.2991e-02, -1.0442e-01,\n", - " -5.5670e-02, -9.2295e-02, -5.8991e-02, -7.8042e-02, -9.1627e-02,\n", - " -4.4641e-02, -2.5716e-02, -3.7712e-02, -7.4661e-02, -2.2881e-02,\n", - " -9.2942e-02, -7.1091e-03, -5.9368e-02, -1.9601e-02, -5.9841e-02,\n", - " 6.1467e-03, -1.6552e-02, -3.0592e-02, -3.2940e-02, -6.2187e-02,\n", - " -2.2366e-02, -3.1442e-03, 4.2404e-02, 1.7224e-02, -7.4473e-02,\n", - " -2.7473e-02, -1.2696e-01, -8.1286e-02, -1.2141e-01, -1.7467e-01,\n", - " -2.8674e-02, -4.1254e-02, -4.9567e-02, -7.5499e-03, -2.3850e-02,\n", - " -3.4653e-02, -1.1692e-02, -1.1076e-02, -1.0762e-02, -5.1491e-02,\n", - " -4.9739e-02, -3.8657e-02, 9.1260e-03, -7.1207e-02, -7.1895e-02,\n", - " -3.4494e-02, 7.3181e-02, -2.1009e-02, -8.5024e-02, 5.7971e-02,\n", - " -5.5912e-03, 5.4125e-02, -1.1318e-01, -3.5949e-02, -4.9000e-02,\n", - " -7.9480e-02, -8.1208e-02, -3.7881e-02, 8.8948e-02, 1.7617e-02,\n", - " -5.3576e-02, -2.5899e-02, -4.8242e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.0344e-03, -4.2398e-03, 3.1175e-01, 4.4946e-02, -1.2608e-02,\n", - " 2.5480e-02, -6.8391e-02, -3.8058e-02, -3.1741e-02, -6.2209e-02,\n", - " -2.3490e-03, -6.3845e-02, -3.5394e-02, 1.4025e-02, -1.1869e-02,\n", - " -9.4683e-02, 2.4896e-01, -3.4695e-02, -2.7428e-02, 2.6161e-01,\n", - " 4.0622e-02, -4.3653e-02, 2.7517e-02, -2.2705e-01, 1.3006e-02,\n", - " 4.1667e-02, 9.2562e-02, -1.0407e-01, -4.6175e-02, 3.2671e-04,\n", - " 1.6902e-01, 2.3472e-02, 4.2491e-02, 1.9409e-02, -2.5730e-04,\n", - " -7.8914e-03, -1.4705e-02, 2.0659e-01, 7.4843e-02, 5.3219e-02,\n", - " 1.2759e-02, -3.7008e-02, 6.3101e-02, 9.3308e-02, 9.0015e-02,\n", - " -4.3902e-02, 5.4204e-02, 5.3135e-02, -2.0297e-02, -6.5129e-02,\n", - " -1.8450e-02, -8.1710e-03, 1.7278e-02, -6.6292e-03, 4.9634e-02,\n", - " 2.2682e-02, 3.6308e-02, -9.9094e-03, -4.1367e-02, -1.8684e-02,\n", - " -2.0197e-02, 2.6502e-02, 2.7454e-02, -2.1583e-02, 2.8888e-02,\n", - " 1.0013e-01, -1.8378e-02, 4.4162e-02, -2.5279e-02, -2.9133e-02,\n", - " 9.0040e-02, -3.3210e-01, -1.9846e-01, 1.8637e-01, -1.8269e-02,\n", - " 2.0858e-02, -2.8511e-02, -1.6319e-01, -2.7427e-02, 2.6843e-02,\n", - " -7.9523e-02, -2.2748e-01, 3.0540e-01, -1.4942e-01, -3.8378e-01,\n", - " 3.9223e-01, 3.3045e-02, 1.2444e-01, 1.9955e-01, -4.9777e-02,\n", - " 1.5046e-01, 5.8878e-01, -8.2963e-02, -1.2482e-01, -2.0092e-01,\n", - " 1.9549e-01, 1.6916e-01, 4.9959e-02, 8.3383e-02, 3.0589e-02,\n", - " -1.0784e-01, 1.0799e-02, -2.3413e-02, -1.5837e-01, -1.9455e-02,\n", - " -2.5843e-02, -3.0026e-01, 1.8816e-01, 3.9168e-01, -8.7419e-02,\n", - " -4.1696e-02, -7.4750e-02, 5.2172e-03, 7.1425e-02, -1.1863e-01,\n", - " -1.2850e-01, 6.4824e-03, -1.0927e-01, 2.9627e-02, -1.1127e-01,\n", - " 1.3391e-01, -1.1815e-02, -2.7633e-01, -4.5154e-02, 1.9896e-01,\n", - " -1.3743e-01, -1.5007e-03, -1.5671e-01, -7.8738e-02, 7.7954e-02,\n", - " 4.9656e-02, 2.7593e-02, -4.2390e-02, -1.0147e-01, -4.4985e-02,\n", - " 1.6496e-01, -1.0116e-01, 1.2560e-01, 2.1155e-02, 4.1841e-02,\n", - " -5.7192e-02, -9.8276e-02, 2.2438e-02, 5.9464e-02, 1.4233e-02,\n", - " 1.1347e-02, 1.2970e-01, 4.6980e-02, 4.7967e-03, 4.4074e-02,\n", - " -5.7739e-02, 1.0185e-01, -4.5350e-02, 9.7524e-02, 1.2640e-01,\n", - " -1.3679e-01, 5.5453e-02, 4.2098e-03, -1.3510e-01, 1.1228e-01,\n", - " -5.4255e-02, 5.4600e-02, 5.0248e-02, 3.4882e-01, -4.9054e-01,\n", - " 6.5692e-02, -3.3791e-02, -3.2085e-02, 2.7396e-03, -9.8883e-02,\n", - " 4.8538e-02, 8.4370e-03, -1.3053e-02, 1.4197e-01, 7.0534e-02,\n", - " 1.0013e-01, -8.0960e-02, 1.7814e-03, 6.9472e-02, -2.1389e-02,\n", - " -1.3512e-01, 1.1077e-01, -5.8823e-01, 1.4026e-01, 2.4027e-01,\n", - " 7.5717e-02, 6.8473e-02, -7.4482e-02, -1.2100e-02, 4.6697e-02,\n", - " 1.4912e-02, -4.3988e-02, 4.3815e-02, 2.0940e-02, 9.4030e-02,\n", - " -3.0010e-02, -8.7634e-03, 1.4360e-01, 8.1180e-02, 8.9012e-03,\n", - " 1.6874e-01, 5.9655e-02, -3.0325e-01, 4.8444e-02, -8.3269e-02,\n", - " 8.9911e-02, -5.3805e-02, 1.0709e-01, 1.8732e-01, -4.7785e-02,\n", - " -3.0181e-01, 9.1231e-02, 9.8767e-03, 5.7252e-02, 9.5286e-02,\n", - " -8.8139e-02, -3.6864e-01, -2.4620e-02, -5.8345e-02, 1.4123e-01,\n", - " -1.3618e-01, -7.7788e-02, 1.6621e-01, -3.7835e-01, 2.2210e-04,\n", - " 1.3798e-01, -4.7446e-02, -2.8504e-01, 4.3919e-02, 3.6351e-01,\n", - " -1.2284e-02, -9.6134e-02, -1.1212e-01, -3.6439e-02, -2.6446e-02,\n", - " 9.5222e-02, 3.6424e-01, 4.1172e-02, -5.4707e-02, 4.6846e-01,\n", - " 4.9444e-02, -1.0523e-01, 5.5135e-02, -6.1802e-02, 1.8004e-02,\n", - " -8.7756e-03, 1.0501e-01, 9.6675e-03, 3.6402e-02, -3.4442e-02,\n", - " -1.8605e-01, 1.0403e-01, 2.7973e-02, -3.9274e-01, 1.0674e-01,\n", - " -4.5559e-02, -7.0942e-02, -1.3168e-02, -1.6868e-02, -6.5392e-02,\n", - " -9.8201e-02, 3.0069e-02, -1.2170e-01, 4.0233e-02, -1.1288e-01,\n", - " -9.5970e-02, 1.4653e-01, 1.2094e-01, -7.8321e-02, -1.1642e-01,\n", - " 3.7445e-02, -3.4396e-03, 1.5231e-01, -4.9365e-02, 9.6343e-02,\n", - " -9.7487e-03, 1.6600e-02, -5.9679e-03, 1.3253e-02, 1.8460e-01,\n", - " -4.3935e-04, -6.6535e-03, 1.3061e-01, -8.2603e-02, 3.1482e-02,\n", - " -1.5052e-01, -7.3269e-02, -7.7630e-02, 2.0032e-01, -6.8113e-02,\n", - " 2.0135e-01, -2.2430e-01, 5.9478e-02, 3.5527e-02, 3.6454e-02,\n", - " 2.0214e-01, -1.0178e-01, -2.8812e-01, 1.6576e-01, 2.1896e-02,\n", - " 1.1515e-01, -1.6162e-02, 1.7575e-01, -8.7371e-02, -1.1279e-01,\n", - " -9.4481e-02, -9.8899e-02, -1.7024e-01, 2.3294e-02, 2.4579e-01,\n", - " -4.1478e-02, -6.6487e-02, -5.8929e-03, -3.8308e-02, 7.3430e-03,\n", - " -3.3915e-03, 9.8579e-02, 1.5846e-02, 1.0142e-01, 7.9906e-02,\n", - " 8.9384e-02, -5.4607e-02, 1.9468e-02, 1.0430e-01, 1.0081e-02,\n", - " 1.6494e-01, 1.5404e-01, 1.0223e-01, -1.5572e-01, -1.1891e-01,\n", - " -1.3138e-02, 1.6603e-01, -1.6359e-01, -8.1754e-02, -6.8001e-02,\n", - " 8.9191e-04, -1.3813e-01, -3.5113e-01, 1.7787e-01, -3.3588e-03,\n", - " 8.2669e-02, -3.9347e-01, 7.6354e-02, -1.0889e-01, 8.4655e-03,\n", - " -3.2117e-01, 1.9080e-02, 2.9764e-02, 1.2912e-01, 1.9105e-02,\n", - " 2.5027e-03, 6.5550e-02, -1.4398e-01, -1.1112e-01, 3.6738e-02,\n", - " 1.6656e-01, 1.8648e-02, 3.6911e-02, 8.4195e-02, -7.6285e-02,\n", - " 2.1986e-02, -3.3302e-02, 4.4615e-02, 2.0029e-02, -2.1552e-01,\n", - " 3.3245e-03, 3.8734e-02, -1.1698e-01, -1.7888e-01, 1.1508e-02,\n", - " 4.7825e-02, -3.9031e-02, -7.0104e-02, 5.7405e-02, 6.8749e-02,\n", - " 1.7032e-01, 1.5311e-01, -1.1846e-01, 1.2634e-01, -1.2135e-01,\n", - " 1.4702e-01, 1.0598e-02, -2.9774e-01, -1.1573e-01, -7.5911e-02,\n", - " 1.0858e-02, -1.7016e-01, -2.2332e-01, -5.8154e-02, 1.5139e-01,\n", - " 6.0103e-02, -1.1360e-01, 1.6723e-01, -1.5786e-01, 1.6405e-01,\n", - " 4.3731e-01, 1.5015e-01, -7.2173e-02, 1.5718e-03, 1.9187e-01,\n", - " -5.2729e-03, -1.4000e-01, 1.0119e-02, 4.0756e-01, -1.3872e-01,\n", - " 2.2864e-01, -1.0831e-01, -3.0396e-01, -7.7677e-04, 1.5330e-01,\n", - " -3.1849e-01, 1.7552e-01, 3.3373e-02, -9.7368e-02, -6.8460e-02,\n", - " -1.0854e-01, -9.5055e-02, -4.2636e-02, -1.1253e-01, -1.1363e-01,\n", - " -5.3558e-02, 3.0383e-02, -1.7323e-01, -9.7021e-02, 5.5293e-02,\n", - " 1.1388e-02, -4.8492e-02, 1.6975e-01, -1.3774e-02, 1.5267e-01,\n", - " -2.7342e-01, 7.9662e-02, 1.2770e-02, 1.3336e-02, 7.3104e-02,\n", - " -6.2959e-02, 5.0767e-02, -8.6548e-01, -7.0580e-02, -3.0544e-02,\n", - " -1.3674e-01, 2.3632e-01, 1.0045e-01, 3.8381e-01, 2.0164e-01,\n", - " 4.0864e-02, 2.9710e-01, 4.0102e-01, -1.4144e-01, 1.7727e-01,\n", - " 1.5227e-01, -3.9067e-02, 1.0758e-01, 2.5882e-01, 7.3742e-02,\n", - " -6.2049e-02, 1.7077e-02, -6.5975e-02, -3.2255e-02, -8.0248e-02,\n", - " -6.4360e-01, 5.6105e-01, -5.6090e-01, -5.0183e-01, 1.0616e-01,\n", - " -1.4017e-02, 1.8946e-01, -5.8728e-02, -4.4175e-02, 6.6227e-02,\n", - " 3.8443e-02, -1.8440e-01, 2.4153e-02, 8.7749e-02, 1.3571e-02,\n", - " 1.5404e-03, -5.6027e-02, -1.5975e-05, 1.0255e-02, 1.3975e-02,\n", - " -9.5107e-02, -1.0358e-01, 5.7704e-02, -7.1368e-02, -6.8008e-02,\n", - " -3.3063e-01, -6.7029e-02, 3.2161e-02, -3.5585e-01, -3.1325e-02,\n", - " -6.7353e-02, 1.5994e-01, 8.3454e-02, 1.0197e-01, 3.1392e-02,\n", - " 1.1721e-01, -8.7491e-02, 4.2475e-03, 7.3003e-02, 5.2234e-02,\n", - " -9.0267e-02, 7.9493e-02, -1.5494e-01, -7.3076e-02, -1.6707e-01,\n", - " -3.6296e-02, -2.3012e-02, -7.8092e-02, 8.5288e-02, -1.3917e-01,\n", - " -5.1840e-02, -8.3003e-02, -3.6234e-02, 7.7590e-02, -5.5768e-02,\n", - " -1.2555e-01, -1.0654e-01, 1.8801e-03, -5.2712e-03, 7.2401e-02,\n", - " 2.9289e-01, -2.8240e-02, -3.9482e-02, 3.8601e-02, 7.7289e-02,\n", - " 8.1472e-03, 4.9984e-02, 7.2541e-02, 2.2949e-03, -9.2159e-03,\n", - " -2.6565e-02, 4.4327e-02, 5.9522e-02, -1.1062e-01, 4.0185e-02,\n", - " -7.0782e-02, -1.0621e-01, 7.5696e-02, 1.0731e-01, 8.5046e-03,\n", - " 3.8030e-02, -4.2956e-01, -1.0965e-01, 2.0751e-02, 1.2945e-01,\n", - " -8.4143e-03, 2.4955e-02, -2.2414e-02, 1.5093e-01, -3.2010e-02,\n", - " -7.3717e-02, 5.3044e-01, 2.4893e-02, -2.8015e-02, -1.2057e-02,\n", - " -1.6126e-01, 2.4790e-02, -3.7458e-02, -1.9971e-02, 1.4656e-02,\n", - " 2.7992e-02, 1.0638e-01, -5.1580e-02, -7.0787e-02, -8.6371e-02,\n", - " -1.6031e-02, -2.7712e-01, 1.6285e-02, 2.9423e-02, 3.3276e-02,\n", - " -1.3331e-01, -2.0365e-01, 8.5726e-04, -3.8286e-02, 5.6032e-02,\n", - " 3.2239e-03, 3.4499e-02, 7.9769e-02, 2.9173e-02, -4.1423e-02,\n", - " -6.4837e-02, -3.1605e-02, 1.7351e-01, -8.3124e-02, 7.1482e-02,\n", - " 1.0630e-02, 3.3023e-02, -3.5187e-02, -7.8747e-02, 1.6848e-03,\n", - " 1.5232e-01, -7.6752e-02, 2.4899e-02, 1.1772e-01, 4.1588e-02,\n", - " 1.8310e-02, 1.1024e-01, 1.3586e-01, 6.1626e-02, 8.5200e-02,\n", - " 1.1159e-01, 5.1641e-02, -1.9650e-01, -5.5627e-03, 5.6112e-02,\n", - " 7.7286e-02, 2.0301e-02, -4.0192e-02, 1.2548e-01, 1.0892e-01,\n", - " -1.6444e-02, -4.9486e-03, -1.6851e-01, -3.0194e-02, 8.3073e-02,\n", - " -1.4664e-02, -1.2764e-01, -1.1076e-01, -2.6214e-03, 7.0356e-02,\n", - " -7.4427e-02, 9.2337e-03, -5.3792e-02, -1.9141e-02, -1.0120e-01,\n", - " 6.5070e-02, -4.1986e-01, 3.8080e-02, -3.9007e-01, -3.1332e-02,\n", - " -1.0761e-01, 2.4426e-03, -6.5739e-02, 4.6789e-02, 1.2566e-01,\n", - " 3.4145e-02, -2.6785e-02, -7.0861e-02, -1.7805e-01, -4.0216e-01,\n", - " -1.9014e-01, 7.2545e-02, 8.6352e-03, 3.3768e-02, 6.7063e-04,\n", - " 7.5670e-02, -5.9985e-02, -2.2839e-01, 1.3394e-02, 1.2529e-01,\n", - " -1.2915e-01, -5.5756e-01, -7.5335e-02, -1.8691e-01, 7.5830e-02,\n", - " -1.3613e-01, 1.4435e-02, 2.0889e-02, 4.4209e-02, -6.8448e-02,\n", - " -3.4690e-02, 1.1550e-01, -8.2318e-02, 5.1498e-02, 1.0258e-01,\n", - " -6.4632e-02, 3.7144e-02, -4.1526e-02, 7.1945e-02, -1.4475e-01,\n", - " -1.5135e-01, 5.5561e-02, -3.9268e-02, 9.6922e-02, -2.1901e-02,\n", - " 1.0892e-01, -9.7063e-03, 2.3056e-01, 5.2512e-01, -1.3067e-01,\n", - " -3.8040e-02, 9.8179e-02, -1.8464e-01, 2.6150e-01, 4.6265e-02,\n", - " -2.1391e-02, 3.2391e-02, 1.1834e-01, 7.6592e-02, -2.3337e-02,\n", - " -1.9048e-01, 2.0586e-02, 9.8368e-02, -1.1368e-01, 1.0379e-01,\n", - " 1.3537e-01, 6.6585e-02, 7.7806e-02, -1.0298e-01, -1.4967e-01,\n", - " 1.8832e-02, -8.4614e-02, 6.9778e-02, 2.9797e-02, -1.6091e-01,\n", - " 1.4318e-01, 4.2088e-02, -5.2853e-02, -9.7460e-02, -7.2033e-02,\n", - " -3.6848e-01, -1.8053e-01, 1.2468e-02, 5.2414e-02, 3.0030e-02,\n", - " -4.8204e-02, -7.6719e-04, -1.3919e-01, 3.3215e-02, -7.2813e-01,\n", - " -4.3775e-02, -1.6035e-01, -7.7160e-02, -6.0377e-02, -1.1416e-01,\n", - " 1.7517e-01, 9.9354e-02, 6.1159e-02, -1.9445e-03, 6.5540e-02,\n", - " -1.0517e-01, 5.5625e-02, 2.0540e-01, -8.7963e-03, 1.3146e-01,\n", - " 3.0042e-03, -3.4741e-02, -8.2757e-02, 1.6051e-01, 9.0587e-02,\n", - " 1.1716e-02, 2.5643e-01, 3.6646e-02, -5.5029e-02, -2.3379e-01,\n", - " 1.3101e-01, 3.8039e-02, 6.9373e-02, -1.1876e-02, -4.6775e-02,\n", - " 8.4284e-02, -1.4987e-01, 6.4543e-02, 7.2321e-02, -6.4469e-03,\n", - " 4.1654e-02, 8.1270e-02, -6.3358e-02, 4.9925e-02, 1.1665e-01,\n", - " 5.8781e-01, -4.6858e-02, -6.6578e-02, 4.3939e-02, 2.5502e-02,\n", - " -2.3163e-01, -2.0889e-02, -4.6545e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.4918e-04, 7.3108e-03, 8.9338e-04, 3.4565e-03, 4.3817e-04,\n", - " 1.1413e-02, -5.7966e-03, 6.7306e-03, -1.6050e-03, -1.8184e-03,\n", - " -6.4490e-04, -3.1762e-03, 1.2246e-02, 5.4879e-03, -3.4071e-03,\n", - " -2.3757e-03, 2.8850e-03, 1.2109e-03, 8.3737e-03, 1.7902e-02,\n", - " -5.0832e-03, 2.1022e-03, 5.7919e-04, -9.4561e-04, -2.0738e-03,\n", - " 3.1138e-03, 2.7713e-03, -1.0545e-02, 3.6913e-03, 2.5069e-03,\n", - " 1.2270e-02, 9.5845e-03, 1.3373e-02, -6.6457e-03, -2.3349e-04,\n", - " -2.8818e-03, -8.0132e-03, -5.5600e-03, -6.5718e-03, 7.2620e-03,\n", - " 8.0642e-04, -6.0015e-03, 4.2181e-03, -3.5354e-03, -1.6275e-03,\n", - " -1.8952e-02, 3.8825e-03, -8.6044e-03, -9.2193e-03, 1.3051e-03,\n", - " 6.1837e-04, -5.0110e-03, 2.4623e-03, -8.5141e-03, -5.9302e-03,\n", - " -2.4153e-03, -2.8804e-03, -2.6578e-03, 6.4015e-03, -2.9972e-03,\n", - " 2.0261e-02, -1.1896e-03, -1.8061e-03, 4.7188e-03, -2.4313e-03,\n", - " -1.3289e-02, -7.8695e-03, -2.0950e-03, 1.0562e-03, 3.7454e-03,\n", - " -3.4437e-03, -3.1649e-03, -3.5778e-03, 1.0837e-02, 5.6020e-03,\n", - " -9.0912e-04, 9.1390e-03, -1.1759e-02, -3.0465e-03, 7.7971e-03,\n", - " 8.1089e-04, -4.1565e-03, 1.0268e-02, -1.0842e-02, -2.7488e-03,\n", - " 7.5052e-03, -2.4581e-03, 7.1046e-03, 1.2977e-02, 3.9228e-03,\n", - " 2.7382e-04, 1.0859e-02, -7.1063e-03, 2.2019e-04, -5.4159e-03,\n", - " 3.2549e-03, 4.5978e-03, 1.5784e-03, -1.1932e-03, 1.5905e-03,\n", - " -5.4685e-03, -3.8178e-03, -1.8860e-03, -1.0937e-02, 2.2421e-03,\n", - " 1.0322e-03, 1.8830e-04, 7.0216e-03, 7.5898e-03, -7.6943e-04,\n", - " -5.4149e-03, -6.1861e-03, -1.7953e-03, -4.4982e-03, -4.3569e-03,\n", - " -9.8715e-03, -1.3267e-03, -2.4207e-03, -1.2565e-03, -3.2346e-03,\n", - " 5.3216e-04, -1.5347e-03, -1.1682e-02, 3.5978e-03, -2.8734e-03,\n", - " -9.2112e-04, -1.4051e-04, -5.9114e-03, 2.3067e-03, -1.7760e-03,\n", - " 1.3740e-02, -2.2920e-03, -5.3139e-03, 1.7442e-03, -2.2013e-04,\n", - " 1.8247e-04, -6.5223e-03, -1.2990e-03, 1.5664e-03, 4.6766e-03,\n", - " -3.0426e-03, -6.7963e-03, 3.6481e-03, 4.8349e-03, 9.1320e-04,\n", - " -3.8821e-03, 4.2438e-03, -4.6553e-03, -7.2286e-05, 3.0769e-03,\n", - " -3.6704e-03, 2.8632e-03, -6.5327e-03, 2.4476e-03, 8.3578e-04,\n", - " -5.9434e-03, 9.6929e-03, 2.8086e-03, -1.2718e-03, 6.4519e-03,\n", - " -1.3682e-03, 1.1788e-04, 1.5637e-03, -5.6339e-03, 3.4574e-03,\n", - " 2.1155e-03, 7.9851e-03, 2.9730e-03, -9.9533e-03, 3.1441e-04,\n", - " 1.1605e-04, 3.3851e-03, 2.4582e-03, 4.6793e-04, -3.4063e-03,\n", - " 2.8836e-03, -2.8818e-03, 5.3415e-03, 3.4589e-03, 2.4875e-03,\n", - " -1.9194e-03, 5.2280e-03, 1.7723e-02, -6.4780e-03, -8.4119e-03,\n", - " -5.8495e-03, 2.7872e-03, -3.6928e-03, 1.7356e-04, 7.2469e-04,\n", - " 8.5622e-04, 7.0768e-03, -2.3993e-03, -2.8609e-03, 6.4361e-03,\n", - " -3.5321e-03, 1.0688e-02, -1.3931e-02, -4.3431e-03, 5.3271e-03,\n", - " 4.1608e-03, -5.5809e-03, -2.9266e-03, -2.7138e-03, -2.3140e-03,\n", - " 5.3362e-03, 2.2017e-03, 8.3701e-03, -2.4022e-03, 2.1644e-03,\n", - " 3.3797e-04, 9.3772e-04, 1.7989e-03, 1.0877e-02, 2.4309e-04,\n", - " 8.7079e-03, 5.2999e-04, -7.4083e-03, -9.5030e-04, 6.2025e-03,\n", - " -1.9052e-03, -3.5361e-03, 2.9955e-03, -2.8269e-03, -7.5344e-04,\n", - " 5.1471e-03, 6.1685e-04, -6.9718e-03, 5.8995e-03, -1.9787e-03,\n", - " 7.9188e-03, 9.5608e-04, -3.7429e-04, -1.5336e-03, 4.4564e-03,\n", - " 7.4729e-03, -4.1349e-03, -4.3301e-03, 5.8151e-03, -9.0070e-03,\n", - " -7.8615e-04, 2.7392e-04, 2.2499e-03, 3.1559e-03, -1.1459e-04,\n", - " 6.6686e-03, -2.2809e-04, 1.5551e-03, 1.6992e-03, -2.6355e-03,\n", - " -6.9842e-03, -1.2241e-02, -1.0955e-03, -3.2607e-03, -5.9150e-03,\n", - " -4.1870e-03, 1.0954e-03, 1.7498e-03, 2.7321e-03, -3.5931e-03,\n", - " 1.0428e-03, -2.3510e-03, -3.5639e-03, -2.8978e-03, 6.2687e-05,\n", - " -4.0252e-03, 3.1193e-03, 3.9882e-03, -4.1711e-03, -4.6878e-03,\n", - " 5.0068e-03, -1.7818e-04, 6.8471e-03, 1.4575e-03, 2.0050e-03,\n", - " -4.6452e-04, -8.6683e-04, -6.2358e-04, -1.6871e-03, 4.7720e-03,\n", - " -1.5566e-03, 3.0688e-03, -7.0494e-03, 2.2742e-03, -2.3163e-03,\n", - " -5.3902e-03, -2.0536e-03, 5.0272e-03, 3.1799e-03, -3.3474e-03,\n", - " 5.9968e-03, 2.1145e-03, 5.3711e-05, 8.0105e-04, -4.2426e-04,\n", - " 1.8244e-03, -3.2870e-03, -1.8649e-03, 1.3636e-03, 3.2253e-03,\n", - " 4.3141e-04, -3.7976e-04, 2.1610e-03, -2.3835e-03, -4.6394e-03,\n", - " 3.3064e-03, -7.9036e-03, -3.5035e-03, -4.9474e-03, 3.1216e-03,\n", - " 3.3607e-03, -4.3824e-03, -5.9530e-03, 2.2944e-03, 1.4173e-03,\n", - " 3.4236e-03, 2.8715e-03, -1.1387e-03, -4.3577e-06, 3.1212e-03,\n", - " -1.0214e-03, 7.7119e-03, -2.4388e-03, -8.4643e-04, 5.8002e-03,\n", - " -4.9330e-03, 1.4826e-03, -5.6803e-03, -7.8866e-03, 1.0752e-02,\n", - " 4.6683e-03, -1.6178e-02, -2.3957e-03, 4.8686e-03, -3.8776e-03,\n", - " -9.7869e-03, 3.5430e-03, 6.5068e-03, 1.1204e-02, -4.6552e-03,\n", - " -7.4095e-04, 2.6303e-03, 4.6366e-03, -4.6258e-04, 1.8167e-03,\n", - " 1.6326e-03, -2.9432e-03, 1.4561e-03, -1.9567e-03, -4.7272e-03,\n", - " -1.0433e-02, 3.0704e-03, -3.7476e-04, -7.9485e-03, -1.4646e-03,\n", - " -4.2301e-03, 9.1243e-03, -1.3515e-03, 4.7023e-03, 3.7017e-03,\n", - " -1.7818e-03, -1.6213e-03, 4.4368e-03, 5.7591e-03, 3.5367e-03,\n", - " -3.2020e-03, -6.7802e-03, -1.2560e-03, -6.8909e-03, 3.2159e-03,\n", - " 9.5240e-04, -4.1206e-03, -2.3234e-03, 3.2060e-03, -8.9150e-03,\n", - " -2.3975e-03, -1.6539e-02, 4.5703e-03, -2.5722e-03, -1.1564e-02,\n", - " 6.3969e-03, 3.8957e-03, 1.2763e-02, -9.5659e-03, -8.1227e-03,\n", - " -3.6659e-03, -1.7373e-03, -2.1858e-03, 8.5074e-03, 5.8840e-03,\n", - " 5.1093e-03, 1.7160e-03, -3.6333e-03, -4.1678e-03, 5.6597e-03,\n", - " 4.1562e-03, -1.0310e-03, -3.6613e-03, 1.3248e-03, 2.4488e-04,\n", - " 6.3399e-03, -3.1526e-03, -2.3676e-03, -3.3011e-03, 1.0620e-03,\n", - " -3.2864e-04, 8.5385e-03, 1.3490e-03, 6.2092e-03, -3.7563e-03,\n", - " 4.8073e-03, -2.5648e-04, 2.0274e-03, 3.2192e-03, 7.0053e-05,\n", - " -6.9342e-03, 6.4980e-03, -1.5511e-03, -2.1642e-03, 3.8743e-03,\n", - " 3.7792e-03, -1.7022e-04, -1.9772e-04, 4.4384e-04, 6.2468e-04,\n", - " -3.9976e-03, -2.0906e-03, -5.8405e-03, 3.1869e-03, 1.0089e-03,\n", - " 5.3545e-03, 2.3478e-04, 3.8451e-04, -5.4979e-03, 3.7035e-04,\n", - " 8.0903e-04, 1.2752e-03, 4.9821e-03, 5.8039e-04, 7.6557e-04,\n", - " 4.2137e-03, 8.2644e-04, -6.1159e-04, -3.8667e-03, -2.3731e-03,\n", - " -3.7357e-03, 4.3528e-03, -2.6918e-03, -9.2400e-03, 8.4052e-03,\n", - " -2.5261e-03, 6.5823e-03, 7.9041e-03, 5.8601e-03, -1.1375e-03,\n", - " 5.9626e-04, 2.7969e-03, 2.7949e-03, -4.6231e-03, -6.7920e-04,\n", - " 2.2721e-03, -4.3206e-03, 8.9645e-04, -3.8515e-03, -6.5710e-03,\n", - " -6.7395e-03, 1.0702e-02, 1.9166e-03, 4.9132e-03, -7.8123e-04,\n", - " -2.1274e-03, -1.0639e-03, 4.5195e-03, 4.7139e-03, -1.8506e-03,\n", - " 2.2017e-04, -6.6797e-05, 5.3389e-03, 1.0412e-03, -5.0666e-03,\n", - " 3.0795e-03, -1.0811e-03, -9.4200e-03, -4.1545e-03, -4.0599e-03,\n", - " -4.1711e-03, -5.4528e-03, -1.3357e-03, -4.8660e-03, -1.1430e-03,\n", - " 5.7146e-05, 1.5178e-03, -2.3728e-03, 1.1525e-03, 7.5650e-04,\n", - " -2.2050e-03, -1.9635e-03, 3.2381e-03, -8.7137e-04, 2.8986e-03,\n", - " 1.3017e-03, 4.2617e-03, 1.1436e-02, 3.8705e-03, -8.1914e-04,\n", - " 5.6777e-04, 6.6554e-03, -6.4115e-04, 7.5617e-03, 9.0819e-04,\n", - " -6.6944e-04, -1.8275e-03, -1.3150e-03, 1.2805e-03, 4.4457e-03,\n", - " -8.5227e-03, 1.9297e-03, -2.6907e-03, 8.4928e-03, -1.2389e-02,\n", - " -2.1362e-02, -1.0639e-03, 1.5713e-03, 7.2098e-03, 8.9136e-03,\n", - " -4.5413e-03, 4.9063e-03, 1.2375e-02, -2.9161e-03, 3.3763e-03,\n", - " 1.3696e-02, -4.6534e-05, -3.5325e-03, 6.4584e-03, 6.2293e-03,\n", - " 2.7066e-03, 1.2995e-02, 5.2812e-04, -1.1623e-02, -1.3187e-03,\n", - " -2.2680e-03, 8.2987e-03, 1.3327e-02, 1.7797e-03, -4.0379e-03,\n", - " 5.0405e-04, 4.9008e-04, -7.2521e-03, 2.2925e-03, -3.6341e-03,\n", - " 1.4732e-02, -1.5627e-02, -1.7132e-03, -6.1571e-03, 3.4271e-03,\n", - " 9.5861e-03, 5.0467e-03, 3.9906e-03, 4.0948e-03, 3.9029e-03,\n", - " 8.3766e-04, 6.0392e-04, 4.3727e-03, -8.1277e-03, -2.2597e-03,\n", - " -6.5855e-03, 7.0217e-03, 1.4989e-03, 9.1802e-03, -6.7665e-03,\n", - " -2.5558e-03, 1.4040e-02, -7.0860e-03, -9.4643e-03, -2.2941e-03,\n", - " 5.3555e-03, -1.2517e-02, 1.2623e-02, -1.0765e-02, 7.4613e-03,\n", - " 1.4261e-02, -1.8695e-03, 2.1640e-03, -7.7325e-03, -4.1778e-03,\n", - " 1.7397e-03, 6.7759e-03, 4.3631e-04, 8.7898e-04, -1.4448e-02,\n", - " 2.8238e-03, 5.0091e-03, -6.2487e-03, -2.6480e-03, -1.8924e-03,\n", - " 5.8709e-03, -2.7559e-03, 4.2126e-03, -5.7611e-03, -1.1424e-03,\n", - " -1.1689e-02, -5.4228e-04, 1.0388e-02, -1.2841e-03, -8.5406e-03,\n", - " 5.6273e-05, -5.9835e-04, 4.3224e-03, -4.8865e-04, -1.3782e-05,\n", - " -3.4043e-03, -6.0373e-03, 9.0440e-03, -3.1494e-03, 4.2092e-03,\n", - " -4.0456e-03, 6.0321e-03, -1.0385e-03, 5.4934e-03, -5.8917e-03,\n", - " 6.4076e-03, -8.1137e-03, 2.1707e-03, 9.3720e-03, 6.5791e-03,\n", - " 1.8906e-03, 1.0833e-02, 5.9272e-03, -4.8388e-03, 2.1705e-03,\n", - " -7.4965e-03, -2.6941e-03, 1.1321e-02, -5.0900e-04, -2.0740e-03,\n", - " 7.8209e-03, -1.1178e-02, 8.6006e-03, 8.6737e-03, 9.0740e-03,\n", - " 8.1959e-03, -2.5722e-03, -5.5919e-03, 2.5845e-03, -1.6941e-03,\n", - " 1.7429e-03, 2.9525e-03, 4.3268e-03, -2.8916e-03, 3.6092e-03,\n", - " 8.8983e-04, 4.0825e-03, 2.2154e-03, 2.0159e-03, -1.0088e-02,\n", - " 3.6435e-03, -1.2750e-03, -1.2216e-03, -5.7467e-03, 4.5439e-04,\n", - " -1.6298e-03, 7.6109e-04, -5.2654e-03, 2.3389e-03, 3.4503e-03,\n", - " 3.8080e-04, -4.5397e-03, 4.8537e-03, -3.6138e-03, 3.4988e-03,\n", - " 6.2734e-03, 6.6489e-03, 3.3622e-03, -2.4337e-03, -4.4619e-03,\n", - " -4.4636e-03, 2.1330e-03, -9.4468e-03, -1.2488e-03, 1.5879e-03,\n", - " 1.3358e-03, 2.8583e-03, -7.7989e-04, -1.1359e-02, 5.9131e-03,\n", - " -5.0654e-04, -6.4916e-03, -9.0991e-03, -2.9801e-03, -5.1659e-03,\n", - " 3.0248e-03, -4.6358e-03, 1.7679e-04, -7.1362e-04, -4.8308e-03,\n", - " -2.1655e-04, -8.4657e-04, -2.9123e-03, 1.9827e-05, -1.4903e-03,\n", - " 1.5857e-03, -2.1722e-03, -1.5358e-03, -1.4887e-03, 1.6541e-03,\n", - " 6.3061e-04, 3.3637e-03, -1.6054e-03, 7.6287e-03, -6.5195e-03,\n", - " 9.8660e-06, 7.0535e-04, 3.3180e-03, -3.1242e-03, -2.3600e-04,\n", - " 4.9816e-05, -8.1237e-04, 5.3279e-03, 1.1684e-03, -2.9989e-03,\n", - " -5.5844e-03, 6.4648e-03, 3.2004e-03, -8.1127e-03, -4.2536e-04,\n", - " -5.5996e-03, -4.8231e-03, -6.2595e-04, -3.5194e-03, -5.6636e-03,\n", - " 9.8256e-04, 5.5694e-04, 4.0087e-03, 7.9766e-03, 3.6963e-03,\n", - " -1.9567e-03, 2.4545e-04, 1.1400e-04, -7.9843e-04, 7.8507e-03,\n", - " 7.2870e-03, 2.6915e-03, 2.4742e-03, 7.2409e-03, -9.0063e-04,\n", - " -3.7270e-03, 1.6768e-03, -3.4147e-03, 1.2459e-03, -3.5426e-03,\n", - " 4.9183e-03, -6.1690e-03, -7.3503e-03, 3.0565e-03, -4.7364e-03,\n", - " 3.7091e-03, 7.3775e-03, -2.1288e-03, -1.1558e-03, -1.5360e-03,\n", - " -3.1511e-03, -1.7183e-03, 8.4660e-04, -6.6942e-03, 3.6269e-03,\n", - " 8.5252e-03, -9.6725e-03, 1.7212e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.8242e-02, 1.6052e-02, 6.7929e-04, -4.5531e-02, 7.6044e-03,\n", - " -1.6786e-02, -1.8755e-02, 4.0754e-03, -2.7576e-03, -6.6498e-03,\n", - " -8.0987e-03, -4.0509e-02, 5.3192e-03, -3.0114e-02, 1.2715e-02,\n", - " -2.7383e-02, -3.2627e-02, 4.0527e-02, -1.6088e-02, 3.1037e-02,\n", - " 7.9172e-03, -1.8019e-02, 6.1722e-03, 1.0265e-02, -6.1335e-02,\n", - " 3.9309e-02, -1.8537e-02, -1.2106e-03, -3.4395e-03, -1.0315e-03,\n", - " -1.9248e-02, 8.8129e-03, -5.7157e-03, -1.3530e-02, -1.3335e-02,\n", - " 7.2111e-03, -3.0187e-02, 1.9822e-02, -3.0316e-02, -4.3199e-02,\n", - " 4.6552e-02, -6.7927e-03, 1.3629e-02, 2.2728e-02, -2.0124e-02,\n", - " 2.3692e-03, 9.4818e-03, -6.7438e-04, 3.3077e-03, -4.8075e-03,\n", - " -2.7165e-02, -8.4480e-03, -3.5768e-03, 6.3171e-03, -2.8506e-02,\n", - " -1.4303e-02, -8.2922e-03, -4.0246e-04, 1.3716e-02, -6.9538e-03,\n", - " 2.0895e-02, -5.8032e-02, 3.9176e-02, -1.2765e-02, -1.7423e-03,\n", - " -4.6534e-03, -5.7562e-02, -9.1416e-03, -1.4435e-02, 2.3388e-03,\n", - " 1.9693e-02, 3.2954e-02, -2.4976e-03, 2.6853e-02, 1.1012e-03,\n", - " -4.5140e-03, -3.0862e-02, 2.2942e-03, -4.9116e-02, 2.6364e-02,\n", - " -4.0455e-02, 5.6404e-02, 3.0333e-03, -2.9508e-02, -1.0105e-02,\n", - " 2.2486e-02, -1.1500e-02, 2.8246e-02, -2.8232e-02, -2.0714e-02,\n", - " 2.4037e-03, 2.3104e-02, 1.8225e-02, 3.5093e-02, 5.4720e-02,\n", - " 1.9456e-02, 3.7648e-02, -7.2115e-03, 2.0134e-03, -7.1575e-03,\n", - " -4.7583e-02, -7.9213e-03, -3.5190e-02, -5.3314e-03, 4.6044e-02,\n", - " 3.6620e-02, 2.7530e-02, -3.3451e-02, 2.2783e-03, -1.4599e-02,\n", - " -9.5381e-03, 1.0059e-02, -1.9624e-02, 1.8877e-02, 2.1637e-02,\n", - " -8.6641e-03, 4.5398e-03, -9.4218e-03, -9.4950e-03, 3.3315e-02,\n", - " 1.3042e-02, 3.0492e-02, -2.7592e-03, 1.9139e-02, 7.1785e-04,\n", - " 3.2160e-02, -7.8755e-03, -2.7422e-02, 5.8798e-03, -5.1139e-02,\n", - " -2.2756e-02, 1.9337e-02, 1.5959e-02, -3.0184e-02, -7.4617e-03,\n", - " -8.0801e-02, 5.4946e-02, 1.4812e-03, 6.7274e-02, 5.2024e-02,\n", - " 1.8119e-02, -2.9523e-03, 3.8502e-02, 1.3709e-03, -7.7799e-02,\n", - " -5.4371e-02, -6.9412e-02, 1.6286e-02, -6.2979e-02, 8.9531e-02,\n", - " 7.0456e-02, -1.0722e-03, 3.2478e-02, 1.4210e-02, -3.2339e-02,\n", - " -1.1903e-02, 4.2116e-02, -1.8344e-01, -2.9305e-02, 9.3860e-02,\n", - " 1.8784e-01, 5.4586e-02, 7.9672e-02, -1.6692e-03, -2.3892e-02,\n", - " 2.1007e-02, -6.2244e-02, 4.3473e-02, 2.2513e-02, 5.3569e-03,\n", - " -9.0577e-02, 2.0346e-02, -3.8865e-02, -2.1226e-02, 8.9533e-02,\n", - " -4.1171e-03, 7.2619e-02, -1.4888e-03, 7.0522e-03, 7.3096e-04,\n", - " -7.1846e-02, -4.2325e-02, 8.8455e-02, -4.3978e-02, -7.2479e-02,\n", - " -5.7627e-02, -2.8681e-03, 1.5371e-02, 3.7421e-02, -3.6268e-02,\n", - " 2.1429e-02, -1.5141e-02, 4.1866e-02, -3.1661e-02, 2.9718e-02,\n", - " -2.5303e-02, -1.2677e-02, -3.7192e-02, 1.3115e-02, -2.8896e-02,\n", - " -3.5556e-02, -3.1369e-02, 4.4883e-02, 2.8941e-02, -4.0662e-02,\n", - " 3.5831e-02, 5.4088e-02, -4.8813e-02, -2.3659e-02, 2.5421e-02,\n", - " -1.6727e-02, 4.8671e-02, -5.5172e-02, 4.5883e-02, -5.0672e-02,\n", - " 2.0574e-03, 1.5467e-02, 5.1631e-02, -3.1609e-02, -4.5804e-02,\n", - " 5.4663e-02, -1.0091e-02, -4.2817e-02, -1.5756e-02, 6.2572e-02,\n", - " 3.3918e-03, 3.0631e-03, 1.5189e-03, 5.5687e-02, 1.2885e-02,\n", - " 3.5555e-03, 5.8069e-02, 1.0536e-01, 7.0028e-02, -2.6095e-03,\n", - " 1.5427e-02, -3.1636e-02, 2.2711e-03, 9.9570e-03, 6.8026e-03,\n", - " 6.8714e-02, -4.5053e-02, 3.2791e-02, -1.5710e-03, 6.5959e-02,\n", - " -7.2704e-03, 2.6699e-02, 6.9497e-03, -8.1057e-02, -4.3035e-02,\n", - " -5.8317e-02, -9.0645e-03, -4.5359e-02, -3.6586e-02, -5.9921e-03,\n", - " -4.1798e-02, 2.2294e-02, -8.3527e-03, 2.6084e-02, -1.2413e-01,\n", - " -6.9360e-02, -6.3062e-02, 3.7366e-02, 2.1548e-02, -1.9469e-01,\n", - " -1.0794e-02, 3.9976e-02, 3.4476e-02, -2.0506e-03, 4.3186e-02,\n", - " 5.6000e-04, -4.6263e-02, -2.3633e-01, 1.2304e-03, 1.3118e-02,\n", - " -1.4241e-02, 4.8328e-04, -2.3900e-02, -6.4434e-02, -2.7740e-03,\n", - " 1.1991e-02, 6.7576e-03, -3.5107e-02, 1.1733e-01, -3.2928e-02,\n", - " -1.5497e-02, -1.3771e-02, 9.0491e-02, 3.6818e-02, 9.0136e-02,\n", - " 7.6004e-02, -6.3378e-03, 1.0249e-02, -3.4298e-02, -1.2169e-02,\n", - " 1.8257e-02, 1.7168e-02, -1.4144e-01, -2.4036e-03, -5.6478e-02,\n", - " -3.8068e-04, -8.3740e-03, -8.4914e-03, -1.5303e-02, 6.0263e-02,\n", - " -4.2278e-02, -8.2476e-03, -7.1081e-03, -5.8119e-02, 2.9850e-02,\n", - " 2.4652e-02, 1.1346e-02, -4.5043e-02, 4.7922e-02, 8.9379e-02,\n", - " 9.7176e-02, 7.5907e-03, -2.5082e-04, 1.5477e-02, -4.3459e-03,\n", - " -3.5785e-02, 5.4299e-03, 2.1206e-02, 2.2086e-02, 4.7614e-03,\n", - " 9.7803e-03, -9.1928e-03, 2.0375e-02, -1.1800e-02, -1.5199e-02,\n", - " 1.1916e-02, -9.0820e-03, 1.7234e-02, 6.5620e-03, -1.4736e-02,\n", - " 4.1396e-03, -2.2952e-03, 8.9079e-03, -1.8973e-02, -1.6352e-02,\n", - " -3.5601e-03, -6.4434e-03, 1.0230e-02, 8.1175e-03, -1.7593e-03,\n", - " 7.1144e-03, 1.7969e-02, -1.8617e-02, 6.3794e-03, 5.7215e-03,\n", - " -2.9146e-03, -4.6185e-03, -2.4618e-02, 3.3373e-03, -2.5684e-03,\n", - " 1.4264e-02, -1.6099e-02, 5.8278e-03, -1.2077e-02, -4.1571e-03,\n", - " -2.4198e-02, 1.2328e-02, 1.8090e-03, -1.2160e-02, 1.1592e-02,\n", - " -3.0703e-02, 1.5594e-02, -1.1509e-02, -3.5502e-04, 4.8585e-03,\n", - " -1.3018e-02, 1.1425e-02, -5.5097e-03, 9.0946e-03, -1.4013e-02,\n", - " -1.0595e-02, 1.4632e-02, -1.4093e-02, 2.1672e-02, -4.5088e-03,\n", - " 1.8495e-02, 3.1153e-03, 2.0836e-02, -3.9461e-03, -7.6958e-03,\n", - " 7.5840e-03, 8.6836e-02, -3.7763e-02, 8.1773e-03, -3.3637e-02,\n", - " 1.3491e-02, 3.2548e-03, 1.6804e-02, 2.0859e-03, 2.4908e-02,\n", - " 2.6568e-02, -2.3366e-02, 5.8944e-02, -5.7090e-03, -2.6653e-02,\n", - " -6.4222e-02, -9.7310e-02, 6.6867e-02, 2.8712e-02, 6.0220e-02,\n", - " -6.7466e-02, 2.7272e-03, -1.8374e-02, 2.4921e-02, 5.3960e-02,\n", - " -1.4786e-02, 1.3181e-02, -1.3798e-02, -9.4834e-02, 2.8755e-02,\n", - " -2.2676e-02, 6.9769e-02, -2.5340e-02, 3.5073e-02, 5.9998e-02,\n", - " -7.6601e-03, 8.5230e-03, 1.6521e-02, -7.7977e-03, -2.3793e-03,\n", - " 4.2345e-03, 6.4632e-02, 4.2309e-02, -9.3236e-03, -2.1994e-02,\n", - " 5.8959e-02, -2.2994e-02, -6.5030e-02, -1.6281e-02, -5.5630e-02,\n", - " -2.5184e-02, -3.6274e-02, 3.7731e-02, 2.6989e-04, 1.2195e-02,\n", - " -4.7274e-03, -3.6781e-03, 1.2043e-02, -8.5248e-02, -3.0538e-02,\n", - " -1.8425e-03, -2.0367e-02, -8.9329e-02, 5.7565e-03, -1.7857e-02,\n", - " -3.1994e-02, -1.3314e-02, 9.7872e-03, -1.0319e-01, 4.3625e-02,\n", - " -2.7035e-02, 1.5709e-02, -8.4835e-02, -7.6175e-02, 1.0201e-02,\n", - " -1.1582e-01, 8.3528e-03, 2.4661e-02, 8.6825e-02, -6.6950e-02,\n", - " -6.2077e-02, 4.7775e-02, -2.3054e-02, -2.1432e-02, 2.0225e-02,\n", - " 3.3961e-02, -1.4114e-02, 2.0991e-02, 2.3415e-02, 8.1193e-02,\n", - " 2.1595e-02, 3.6130e-02, 4.9497e-02, 6.3073e-02, 4.6406e-02,\n", - " 3.0338e-02, -5.9555e-02, -7.8892e-02, -4.5155e-02, -4.8987e-02,\n", - " 4.2705e-02, 1.6774e-03, -3.7062e-03, 8.2535e-03, -1.2161e-02,\n", - " -4.8232e-03, -6.9069e-02, -3.2170e-02, -3.9849e-02, -3.3174e-02,\n", - " 1.4383e-02, 4.4159e-02, 3.1472e-02, 1.7897e-02, -6.9858e-02,\n", - " -7.2760e-02, -6.2478e-02, 3.8139e-02, -1.6961e-01, 2.5614e-02,\n", - " -3.7852e-02, 1.7690e-02, -4.4338e-02, -3.7692e-02, 5.7063e-02,\n", - " -1.1121e-02, 5.4335e-02, -7.4261e-03, 3.8294e-02, -1.5834e-02,\n", - " 8.2612e-03, -1.5319e-02, 1.0531e-02, 8.6753e-03, -1.6326e-02,\n", - " -1.6447e-02, 2.7832e-02, 1.7400e-02, 7.4450e-03, -5.7590e-02,\n", - " -1.0983e-02, -1.2236e-03, -2.2343e-02, -9.4416e-03, -3.0301e-02,\n", - " 2.1371e-02, 2.6331e-02, 4.6064e-03, -1.9960e-02, -5.4417e-02,\n", - " -3.1731e-02, 6.7386e-03, 3.2658e-02, 2.7263e-03, -3.3863e-02,\n", - " 5.5749e-02, -2.6144e-02, -2.3101e-02, 1.6327e-02, -1.1035e-04,\n", - " -2.7000e-02, 9.2004e-04, -1.9686e-02, -6.0714e-02, -3.4407e-02,\n", - " -2.2599e-02, -5.5210e-03, -3.9443e-02, -1.1526e-02, -5.9170e-03,\n", - " 7.8647e-05, 1.6848e-02, -7.4877e-04, -5.9031e-03, -1.2889e-02,\n", - " 4.4914e-03, 1.3828e-03, -2.7997e-04, -3.6936e-02, 2.8271e-02,\n", - " 2.3721e-02, 6.0413e-02, -1.3877e-02, -6.0220e-02, -6.6900e-02,\n", - " 3.0103e-02, -1.3988e-02, -1.8658e-02, 2.2930e-02, 2.4925e-03,\n", - " 4.0404e-03, 3.8067e-02, -1.2581e-02, 1.9485e-02, 3.4213e-02,\n", - " 6.5759e-03, 3.8484e-02, -8.5224e-03, 1.8648e-03, -2.8107e-03,\n", - " -3.6219e-02, -1.6510e-03, 3.6210e-03, -8.2124e-03, -2.5156e-02,\n", - " 6.3127e-02, -4.6170e-02, 2.5156e-02, -7.6700e-02, 2.1102e-02,\n", - " -4.2046e-02, 4.5407e-02, 4.3349e-03, 3.3360e-02, 1.0947e-01,\n", - " -4.9077e-02, -6.1761e-02, -5.7217e-02, -3.5672e-02, -1.0588e-01,\n", - " 3.0359e-02, -2.9462e-02, 4.2258e-02, -9.5997e-03, 4.4010e-02,\n", - " 4.2341e-02, 5.1732e-02, 2.1183e-03, -5.0414e-02, -7.8908e-03,\n", - " -4.4756e-02, -3.7357e-02, 6.2844e-03, -2.0706e-02, -5.1417e-02,\n", - " -8.4017e-02, -5.9557e-02, 7.1229e-02, -1.6240e-02, -3.1476e-02,\n", - " -6.0723e-03, 3.0246e-02, -4.2428e-02, 3.8662e-02, -9.2884e-03,\n", - " -5.2331e-02, -7.3649e-02, 1.4400e-02, -4.5456e-02, -5.6088e-02,\n", - " 6.0201e-02, -2.1013e-02, -6.8885e-03, 7.3421e-02, -1.9092e-02,\n", - " 6.2775e-02, 2.4232e-02, 7.5977e-02, -1.4658e-02, 1.7107e-02,\n", - " -2.4815e-02, 2.4507e-02, -1.6045e-03, -5.7588e-02, 1.2986e-02,\n", - " -9.3580e-02, 7.0040e-03, -3.5518e-02, 3.7118e-02, 1.6048e-02,\n", - " -1.5182e-02, 1.4095e-02, -1.9192e-02, 1.3833e-02, -3.1981e-02,\n", - " 2.6126e-02, 1.2437e-02, 4.6880e-03, -4.8062e-02, 2.6322e-03,\n", - " -3.1447e-02, -2.5055e-02, 2.8027e-02, 2.6365e-02, 4.5242e-02,\n", - " 1.9141e-02, 1.7912e-02, -1.4976e-03, 2.5714e-02, 2.3334e-02,\n", - " 3.5665e-02, 8.6034e-03, -5.3925e-02, -9.6002e-04, -5.5453e-03,\n", - " -6.9494e-03, 7.3938e-03, -1.7202e-03, 5.7534e-03, -1.6194e-02,\n", - " -1.0569e-02, -3.6014e-02, 8.2945e-03, 3.8482e-03, -8.8537e-03,\n", - " -3.7379e-02, 4.5590e-02, 3.8336e-02, 3.0385e-02, -6.4473e-02,\n", - " 2.4093e-02, 5.6504e-03, -3.8695e-02, -9.4051e-03, -1.5880e-02,\n", - " -6.2810e-02, -1.3611e-02, -6.6862e-03, 2.1578e-03, -8.5221e-02,\n", - " -4.8253e-02, 2.2751e-02, 8.9920e-02, -4.9908e-02, -5.9406e-02,\n", - " -3.9813e-03, -1.3122e-02, 7.3981e-02, 2.3309e-02, 3.1407e-02,\n", - " 6.5194e-02, 1.2832e-02, -5.3519e-03, 2.9226e-02, -1.2126e-01,\n", - " -6.4273e-02, 3.5497e-02, -4.5186e-02, 3.5550e-02, -1.4545e-02,\n", - " 7.1125e-02, 5.5555e-02, 1.6181e-02, -2.7729e-02, 1.4682e-02,\n", - " -2.4223e-02, 4.7663e-02, 4.8806e-03, -3.6565e-02, -1.5693e-02,\n", - " -3.3613e-02, 3.1259e-02, -5.5014e-02, -5.7879e-02, -3.5043e-02,\n", - " 3.8435e-02, 7.7283e-03, -1.7196e-02, 9.5265e-02, 5.5821e-02,\n", - " -4.3904e-03, -5.8809e-02, -2.7309e-02, -5.7056e-03, 7.1179e-02,\n", - " 1.1804e-01, 9.7938e-03, 5.9200e-03, 1.9842e-02, -1.1714e-01,\n", - " -4.7543e-02, 2.9086e-02, 3.6706e-02, 1.7245e-02, 3.9913e-02,\n", - " -6.7838e-02, -1.5897e-01, -2.1729e-03, 1.9645e-02, 2.8537e-02,\n", - " 1.2082e-02, 8.7888e-02, -4.4203e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 3.4977e-03, -5.8318e-02, -5.9408e-02, -3.4219e-02, 2.9659e-02,\n", - " -1.3883e-02, -3.4171e-02, 3.6612e-02, -1.6336e-02, -4.2100e-02,\n", - " 4.3812e-03, 3.4013e-02, 1.0559e-02, 1.0405e-02, 2.8295e-03,\n", - " -5.9294e-02, -2.2357e-02, -2.6027e-02, 2.5000e-02, -3.5858e-02,\n", - " -6.8610e-02, 2.2830e-02, -4.3490e-02, -3.5495e-02, 2.1938e-02,\n", - " 1.3738e-02, -2.6242e-03, -3.4758e-02, 1.7065e-03, -1.9392e-02,\n", - " 3.7463e-02, 1.6382e-02, -1.5214e-02, 3.1857e-02, -2.9454e-02,\n", - " -1.2715e-02, 2.3723e-02, 5.2937e-02, -1.9313e-02, 2.6527e-02,\n", - " -4.8485e-03, 4.2799e-03, 6.2875e-02, -5.2468e-03, 4.9480e-02,\n", - " -5.7368e-04, 1.6800e-02, -1.2654e-02, -4.5439e-03, -1.9767e-02,\n", - " 9.1531e-04, 5.3753e-02, -6.5377e-02, 2.3882e-02, 2.8732e-02,\n", - " 6.9727e-03, -3.6051e-02, 1.6554e-02, -2.5617e-02, 4.2405e-03,\n", - " -8.8878e-03, 4.1141e-02, 4.2842e-02, -1.5728e-02, -1.1575e-02,\n", - " 5.0033e-03, 2.3285e-02, 1.8068e-02, -5.7623e-02, -2.1088e-03,\n", - " -5.8632e-03, -2.3334e-02, -1.6109e-02, 6.7569e-02, -5.4570e-02,\n", - " 7.7367e-02, 4.2741e-02, -5.6250e-02, -6.7747e-02, -3.6841e-02,\n", - " -4.4577e-03, 9.9018e-03, -1.3683e-02, -1.1344e-02, -6.2797e-03,\n", - " 8.3140e-03, 3.3246e-02, -1.7477e-03, 1.7137e-02, 3.8271e-02,\n", - " 2.0271e-02, 3.6950e-03, -1.0749e-01, -2.0247e-02, 1.4863e-02,\n", - " 3.8535e-03, -2.8384e-02, 2.7284e-02, -1.9737e-02, 2.6596e-02,\n", - " -9.0673e-03, -1.6754e-02, -7.8236e-02, 2.6962e-02, 1.9910e-02,\n", - " 8.7516e-02, -1.5301e-02, -3.6692e-02, 7.2781e-02, -1.9724e-02,\n", - " -2.1835e-02, 1.2968e-02, 2.4112e-02, 5.3384e-03, -2.8768e-02,\n", - " -3.9314e-03, 1.6691e-03, -1.2197e-02, -1.9537e-03, -5.3698e-02,\n", - " 2.2311e-02, 7.5372e-02, -2.1453e-02, -5.5742e-02, -7.2418e-02,\n", - " 1.2746e-02, 2.0694e-02, -6.7324e-02, -1.4008e-02, 3.5465e-02,\n", - " 1.7402e-02, -6.8890e-03, -4.0218e-02, -4.7284e-02, -2.3219e-02,\n", - " 1.9387e-02, -4.1004e-02, -6.8705e-02, -1.7860e-02, -8.8890e-03,\n", - " 7.3144e-03, 1.6304e-02, -7.0777e-02, -9.8029e-03, -7.4291e-02,\n", - " 6.2450e-02, 3.9664e-02, 4.1309e-02, 1.8493e-02, -5.1774e-02,\n", - " 4.1458e-02, -6.3092e-03, 4.3661e-04, 2.7126e-02, -9.7068e-03,\n", - " -3.6577e-02, 1.6794e-02, -1.9043e-03, -2.6729e-02, -4.7534e-02,\n", - " -2.6228e-02, -1.8901e-03, 4.4440e-02, 1.6300e-02, -3.6250e-03,\n", - " 9.3093e-03, -4.8351e-02, -3.7928e-02, 3.3558e-02, 2.4422e-02,\n", - " -2.0263e-03, -2.1969e-02, 5.7220e-02, -5.3319e-02, 7.1146e-04,\n", - " 1.1614e-02, -4.2042e-03, -2.8989e-02, 3.9551e-02, 1.4957e-02,\n", - " -2.8238e-02, 4.0258e-03, 2.3899e-02, -3.8192e-02, -2.1216e-02,\n", - " 4.3902e-02, -4.1516e-02, -3.5074e-02, -6.1032e-02, -2.1454e-02,\n", - " 2.7867e-02, 3.5708e-02, -4.0569e-02, 6.9414e-02, -3.7652e-03,\n", - " -3.6858e-02, -2.7415e-02, -1.1231e-01, -4.4435e-02, -1.3023e-02,\n", - " 2.9178e-03, -2.6235e-02, -1.3683e-02, 9.3050e-02, -3.0005e-02,\n", - " 5.2984e-02, 2.6906e-02, -4.7459e-02, 7.2336e-04, 7.6570e-03,\n", - " 4.1943e-03, 6.4172e-02, 1.6723e-02, -7.6660e-02, -2.9655e-02,\n", - " 8.3739e-02, 1.6712e-02, 3.8588e-02, -7.7765e-02, 6.1119e-02,\n", - " 3.6975e-02, -4.2108e-02, -2.2393e-02, 1.9612e-04, -7.5255e-03,\n", - " -9.4829e-02, -4.0857e-02, 2.5547e-02, -1.9075e-02, 4.8036e-03,\n", - " 2.0476e-02, -1.3417e-02, -5.0989e-02, 3.5957e-02, -8.9970e-03,\n", - " -2.1168e-02, -1.4132e-02, -1.8446e-02, -1.3940e-02, 5.5764e-02,\n", - " -3.0442e-02, -5.2701e-02, 4.8942e-02, 2.7745e-02, 3.1433e-02,\n", - " 1.3474e-02, -6.8444e-02, -1.6098e-02, 5.0308e-02, 2.2103e-02,\n", - " -3.0550e-02, -8.9626e-02, -5.5640e-02, -3.9156e-02, -8.5719e-02,\n", - " 9.0315e-02, 1.4067e-02, 1.9041e-02, -2.6861e-02, 9.8570e-03,\n", - " 5.9287e-02, 1.4764e-02, -1.9590e-02, 3.5657e-02, -4.4692e-02,\n", - " 5.9917e-02, -5.7609e-03, -2.1277e-02, -7.5836e-03, -1.6423e-02,\n", - " -5.9634e-02, 2.7493e-02, -3.4212e-03, 6.5106e-03, 1.1648e-02,\n", - " -6.6588e-02, -5.4596e-02, -2.1614e-02, -8.6876e-03, 1.1779e-02,\n", - " 5.8900e-02, -2.7772e-02, -5.1084e-02, 1.2807e-02, 1.8148e-02,\n", - " -1.2581e-03, 4.9012e-03, 2.7019e-02, 4.0737e-02, -3.5817e-02,\n", - " -9.7331e-02, -5.1531e-02, 5.8311e-02, 1.8513e-02, -6.1791e-02,\n", - " -3.7654e-02, 5.5711e-02, -1.5730e-03, -3.8595e-02, -5.8802e-03,\n", - " 1.3054e-03, 1.9540e-02, 9.7104e-03, 3.6344e-03, -1.1842e-01,\n", - " 6.9470e-02, 2.9561e-02, 4.4506e-02, 1.3827e+00, -6.1254e-03,\n", - " 1.8903e-02, -1.2705e-01, 2.0929e-02, -1.8475e-02, -8.7009e-03,\n", - " -3.6293e-02, -3.4297e-02, -7.8291e-02, 5.2299e-02, -1.2686e-01,\n", - " -3.1820e-02, -2.7015e-02, -5.4078e-02, 3.3989e-02, -1.0599e-02,\n", - " -2.3747e-02, -2.2481e-02, 2.9486e-02, -2.0802e-02, -1.6394e-02,\n", - " -2.7769e-03, -9.5469e-02, 1.0151e-02, -2.2749e-02, 8.0723e-02,\n", - " 1.0998e-02, -1.1187e-02, -5.2529e-03, -2.5462e-02, 4.3280e-03,\n", - " -2.6410e-02, -4.5134e-02, -7.7302e-02, 8.8748e-03, -1.7352e-02,\n", - " 2.6831e-02, -4.1717e-02, -2.2053e-02, -4.5912e-02, -2.2090e-02,\n", - " 5.3352e-02, 6.6679e-02, 2.1668e-02, -5.6110e-03, 1.6264e-02,\n", - " 4.0134e-02, -2.5208e-02, -2.0292e-03, 2.7989e-02, -2.1714e-02,\n", - " 8.5610e-03, -6.3146e-03, 1.1719e-02, -2.2693e-02, -2.6770e-02,\n", - " 9.0582e-03, -5.9763e-02, -6.4953e-02, -7.1982e-02, -5.7925e-02,\n", - " 1.0843e-02, 2.1640e-02, -6.0081e-03, 1.2176e-02, -8.2883e-03,\n", - " -4.1679e-03, -2.0008e-02, 1.4581e-02, 2.0119e-02, -1.7570e-02,\n", - " -8.9629e-03, 2.2902e-01, -1.7548e-02, 4.4608e-02, -2.1819e-02,\n", - " 1.5109e-02, 6.2024e-02, -2.3264e-02, 2.3748e-02, 4.8508e-03,\n", - " -1.8340e-02, 7.2884e-03, 6.8203e-03, -4.7253e-02, -4.3405e-02,\n", - " 2.8494e-02, 9.1424e-02, -1.9493e-02, -7.4147e-03, 1.6797e-02,\n", - " 6.0675e-02, 2.1703e-02, -2.1607e-02, -8.8577e-04, 2.4513e-02,\n", - " 3.6168e-02, 2.1683e-03, -1.4711e-03, 2.8878e-02, 2.5071e-03,\n", - " 2.3968e-02, 5.0297e-02, 2.1514e-02, -1.1744e-02, 1.2251e-02,\n", - " 8.0222e-03, 1.1618e-02, 4.1791e-02, 3.9131e-02, 5.2342e-03,\n", - " 5.7284e-03, 6.6655e-02, -2.4819e-02, 1.9986e-02, 2.0971e-02,\n", - " -8.5601e-03, -1.7412e-02, 1.6118e-04, 4.7389e-02, -1.3421e-02,\n", - " 1.6614e-02, -7.7603e-03, 1.1518e-02, -1.1632e-01, -3.8554e-03,\n", - " -5.8983e-04, 1.2986e-02, 4.9433e-02, -3.0986e-02, -2.9143e-02,\n", - " -3.9181e-03, 6.7542e-03, 5.7265e-03, -5.3900e-02, 8.2221e-03,\n", - " 1.0502e-02, -7.9724e-03, -3.9024e-02, 8.7369e-03, -1.7433e-03,\n", - " -4.5514e-03, 4.2395e-02, -1.3199e-02, 3.5523e-02, 1.7207e-02,\n", - " 2.1121e-03, -2.8957e-02, -1.7038e-02, 6.9689e-03, 5.3162e-03,\n", - " -7.4311e-02, 1.4257e-01, 4.7991e-02, -8.8047e-03, 7.0979e-02,\n", - " -4.5534e-02, -1.5979e-02, 1.4195e-02, -1.8684e-02, 3.9049e-02,\n", - " 1.2941e-03, -5.3608e-02, 9.5736e-03, -4.4222e-02, 2.7547e-02,\n", - " 3.7262e-02, -3.7164e-02, -4.0022e-03, 4.1768e-02, -6.5855e-04,\n", - " 2.0611e-02, -2.8046e-02, 2.9338e-02, 1.2302e-02, 1.2190e-02,\n", - " -3.6168e-02, -3.4661e-02, -3.7648e-04, 5.0876e-02, -6.8179e-02,\n", - " 1.5915e-02, -1.2481e-02, -5.3977e-02, 7.1567e-03, 1.9978e-02,\n", - " 3.4705e-02, -5.1394e-02, 2.8594e-02, -2.7983e-02, 6.6367e-03,\n", - " -6.4842e-03, -4.9403e-02, -1.7707e-03, 1.2506e-02, 3.8007e-03,\n", - " -3.0231e-02, -1.9823e-02, 3.4256e-02, 3.9152e-02, -3.2271e-03,\n", - " -8.7465e-02, -3.8993e-02, 6.9314e-02, 1.3873e-02, 3.7864e-02,\n", - " -6.4383e-02, 2.4833e-02, 1.7983e-02, 3.5219e-02, 6.8765e-02,\n", - " -3.9525e-03, -2.4988e-02, 2.8499e-03, 2.8048e-02, 1.3872e-02,\n", - " 3.1749e-02, 3.5032e-02, -7.9839e-04, -4.3832e-02, -6.1387e-02,\n", - " 1.6998e-02, 3.7690e-03, -2.2619e-02, -2.3249e-02, 1.8542e-02,\n", - " 2.3651e-02, -2.2713e-02, -5.1066e-02, -7.9852e-02, 2.2408e-02,\n", - " 1.9867e-02, 4.7989e-02, 2.1447e-02, 4.1822e-02, -3.2858e-03,\n", - " 4.7713e-02, 1.8413e-02, 2.7769e-02, -2.9019e-02, 1.3876e-02,\n", - " 6.8347e-02, 2.2710e-02, 2.0211e-02, -3.6122e-03, 4.6873e-02,\n", - " -4.9087e-03, -5.3342e-03, -1.3915e-02, -5.5734e-02, 1.6969e-02,\n", - " -1.7623e-02, -1.3843e-02, 6.9464e-02, 3.3743e-02, -3.0605e-02,\n", - " 5.0415e-03, -3.9622e-02, 2.6976e-02, -1.9267e-02, 6.2019e-03,\n", - " -4.7338e-02, 2.9120e-02, -4.6713e-02, -3.5303e-03, 5.4761e-02,\n", - " -4.7278e-02, 4.4265e-03, 1.1394e-01, -2.0797e-02, 6.2440e-02,\n", - " -7.7221e-03, 1.3187e-02, -2.5401e-02, 2.1879e-02, 3.1106e-02,\n", - " 2.8054e-02, -6.9965e-02, -3.0380e-02, 5.9142e-02, 2.6377e-02,\n", - " 1.4593e-02, 4.1725e-02, -1.7920e-02, 4.0708e-03, -1.4460e-02,\n", - " 5.8747e-02, -2.9292e-02, 5.0542e-02, 1.6073e-02, -3.5962e-03,\n", - " 2.1294e-02, 2.6950e-02, 7.8962e-02, -3.5703e-02, 1.2973e-02,\n", - " -3.0258e-02, -2.7534e-02, 5.9102e-02, 1.0997e-02, -8.9457e-03,\n", - " -2.2137e-02, 7.7598e-02, 2.2481e-02, 5.9698e-02, 1.5466e-02,\n", - " 9.7872e-03, -1.1067e-02, 1.4848e-02, 3.3246e-02, -1.6807e-02,\n", - " -1.1688e-02, 1.9569e-02, 1.1142e-02, -1.1578e-02, 2.1673e-02,\n", - " -4.1207e-02, -9.2730e-04, -5.9493e-02, -8.1777e-02, 6.0757e-03,\n", - " -7.8417e-02, -1.9901e-02, -1.2336e-02, -2.9706e-02, -1.8111e-02,\n", - " 3.2058e-02, -6.5366e-03, -3.4635e-02, -5.7194e-02, -9.3460e-03,\n", - " -7.7416e-04, -5.8476e-03, 2.1702e-02, -3.5710e-02, 5.5709e-02,\n", - " -1.4590e-03, -1.8078e-02, -2.7635e-03, 5.0525e-02, -1.2686e-02,\n", - " 5.2271e-03, 2.5424e-02, -2.6894e-02, 5.0291e-02, 4.4936e-03,\n", - " 5.4992e-02, -4.5140e-02, -1.8528e-02, -1.0949e-02, 2.1247e-02,\n", - " -2.6536e-02, 1.4855e-02, -5.3185e-02, 1.8587e-02, -3.2241e-02,\n", - " -7.5097e-02, 2.2959e-03, 5.3601e-02, -3.7803e-02, 5.5820e-03,\n", - " -3.5933e-03, -3.2953e-02, 4.3455e-02, -1.6052e-02, 6.0731e-03,\n", - " 6.5781e-02, -4.0856e-02, -1.9919e-02, -4.0779e-04, -3.4148e-03,\n", - " -1.1378e-02, 1.4584e-02, -4.0753e-02, 3.6884e-02, 2.5931e-02,\n", - " 1.6278e-02, 1.0862e-02, -3.6356e-02, 3.9345e-02, 2.7920e-02,\n", - " 1.6333e-02, 3.7971e-03, 3.5520e-02, 1.9237e-02, -2.2903e-02,\n", - " 1.7629e-02, -8.8786e-03, -3.7488e-02, 5.9462e-02, 4.1188e-02,\n", - " -7.0471e-03, -2.4239e-02, 7.1802e-02, -4.4435e-02, -1.4376e-02,\n", - " 1.0387e-02, 4.7469e-02, -1.0805e-02, 6.3748e-03, 1.4646e-02,\n", - " 4.2062e-02, 2.8122e-02, -2.3853e-02, 1.0682e-01, 3.9066e-02,\n", - " -3.2139e-02, -2.5223e-02, -1.5171e-02, -3.8038e-04, -8.7976e-03,\n", - " -1.2307e-02, -8.1391e-02, -3.8652e-02, 3.1205e-02, -3.7772e-02,\n", - " 4.7275e-02, 2.8432e-02, -3.1991e-02, 3.3585e-02, 3.4922e-02,\n", - " 7.6466e-05, -1.5907e-02, 2.2606e-03, -4.1701e-02, 1.6524e-02,\n", - " 2.9177e-02, -1.5534e-02, -3.1418e-02, 2.1896e-02, 2.6383e-02,\n", - " -2.6616e-03, -5.5641e-02, 5.5132e-03, 4.8515e-02, -2.0699e-02,\n", - " -4.8632e-02, -1.2423e-02, -2.6394e-02, 2.8775e-02, -4.2829e-02,\n", - " -2.0257e-02, 8.3192e-04, 4.5793e-02, -3.6889e-02, 1.2170e-02,\n", - " 8.9789e-03, 9.9276e-03, -5.8261e-03, 3.7888e-02, -8.6526e-03,\n", - " -5.9322e-03, -3.5998e-03, -5.3857e-03, -1.5980e-02, 9.9417e-02,\n", - " -9.0067e-02, -4.6854e-02, -3.7905e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8742, 0.8706, 0.7915, 0.7595, 0.9224, 0.8445, 0.8532, 0.8569, 0.8421,\n", - " 0.8229, 0.7422, 0.6822, 0.7783, 0.7567, 0.8391, 0.8450, 0.7797, 0.7830,\n", - " 0.9127, 0.8371, 0.8571, 0.7927, 0.8307, 0.8820, 0.7855, 0.8957, 0.7591,\n", - " 0.8718, 0.7878, 0.8350, 0.8610, 0.7771, 0.8634, 0.8458, 0.8442, 0.8601,\n", - " 0.8424, 0.8067, 0.8565, 0.8412, 0.8503, 0.8805, 0.8780, 0.8435, 0.7906,\n", - " 0.7628, 0.9501, 0.8636, 0.8851, 0.8454, 0.8912, 0.8351, 0.9049, 0.7563,\n", - " 0.8250, 0.7826, 0.8182, 0.7070, 0.8028, 0.7404, 0.8376, 0.7333, 0.7212,\n", - " 0.7898, 0.8234, 0.8341, 0.8192, 0.8594, 0.8030, 0.8848, 0.8729, 0.8908,\n", - " 0.8324, 0.7495, 0.8646, 0.7457, 0.8090, 0.7369, 0.7608, 0.8042, 0.8352,\n", - " 0.8813, 0.9096, 0.8153, 0.6590, 0.7578, 0.8149, 0.8025, 0.8442, 0.8797,\n", - " 0.8204, 0.8248, 0.8654, 0.7549, 0.7939, 0.7806, 0.7259, 0.7672, 0.8263,\n", - " 0.8593, 0.9033, 0.8954, 0.8615, 0.7968, 0.7549, 0.6647, 0.7691, 0.8833,\n", - " 0.8285, 0.7983, 0.8311, 0.7893, 0.7821, 0.8382, 0.8391, 0.7853, 0.7990,\n", - " 0.8612, 0.8488, 0.8005, 0.8187, 0.7255, 0.7692, 0.7733, 0.7095, 0.7993,\n", - " 0.8277, 0.7521, 0.8435, 0.7821, 0.8648, 0.7955, 0.6887, 0.8512, 0.8251,\n", - " 0.8696, 0.8123, 0.7644, 0.8271, 0.6795, 0.8820, 0.8848, 0.8754, 0.9218,\n", - " 0.7805, 0.7063, 0.8623, 0.8005, 0.8548, 0.8355, 0.7796, 0.8098, 0.7208,\n", - " 0.8715, 0.8474, 0.7715, 0.8335, 0.7731, 0.8838, 0.6790, 0.8499, 0.8608,\n", - " 0.7732, 0.9097, 0.7869, 0.8834, 0.8442, 0.7643, 0.7676, 0.8513, 0.8392,\n", - " 0.8126, 0.7639, 0.8652, 0.8967, 0.7696, 0.7491, 0.8106, 0.7832, 0.8119,\n", - " 0.7602, 0.8817, 0.8108, 0.8725, 0.8759, 0.8410, 0.9012, 0.8330, 0.8760,\n", - " 0.8228, 0.8419, 0.9283, 0.8720, 0.7790, 0.8465, 0.8660, 0.8480, 0.8047,\n", - " 0.8156, 0.7114, 0.8452, 0.8114, 0.7014, 0.7856, 0.7785, 0.8279, 0.8170,\n", - " 0.7640, 0.8470, 0.7927, 0.7429, 0.8660, 0.8057, 0.8439, 0.8074, 0.6624,\n", - " 0.7288, 0.9173, 0.7916, 0.7921, 0.8555, 0.8610, 0.8390, 0.7464, 0.8252,\n", - " 0.6929, 0.7881, 0.7619, 0.8433, 0.8920, 0.8172, 0.8403, 0.8299, 0.8530,\n", - " 0.8228, 0.8199, 0.7983, 0.7594, 0.8543, 0.7667, 0.7394, 0.8494, 0.8489,\n", - " 0.7709, 0.7868, 0.6926, 0.7687, 0.7939, 0.7712, 0.7460, 0.7924, 0.9201,\n", - " 0.8243, 0.8110, 0.8769, 0.8132, 0.7753, 0.7926, 0.7558, 0.7842, 0.8867,\n", - " 0.7854, 0.8586, 0.8022, 0.7588, 0.8059, 0.8177, 0.8049, 0.7878, 0.8598,\n", - " 0.8082, 0.8269, 0.8307, 0.7816, 0.8612, 0.8523, 0.6922, 0.8105, 0.7777,\n", - " 0.8507, 0.7672, 0.8822, 0.8740, 0.7007, 0.8394, 0.7765, 0.8771, 0.8935,\n", - " 0.7880, 0.8643, 0.7821, 0.7464, 0.8781, 0.8316, 0.8422, 0.7411, 0.7462,\n", - " 0.8319, 0.8680, 0.8409, 0.9301, 0.8380, 0.8515, 0.8370, 0.9871, 0.8251,\n", - " 0.7899, 0.8813, 0.9003, 0.8455, 0.7966, 0.6880, 0.8204, 0.8119, 0.8549,\n", - " 0.7846, 0.8735, 0.8426, 0.8237, 0.6502, 0.8312, 0.8120, 0.7962, 0.8729,\n", - " 0.8504, 0.8479, 0.7438, 0.8267, 0.8497, 0.8218, 0.7572, 0.6613, 0.8101,\n", - " 0.9096, 0.9058, 0.8072, 0.7877, 0.8749, 0.8686, 0.8128, 0.7603, 0.9434,\n", - " 0.7391, 0.8317, 0.7337, 0.7035, 0.8579, 0.8406, 0.8283, 0.9067, 0.8295,\n", - " 0.8537, 0.8595, 0.6476, 0.8600, 0.8353, 0.7895, 0.7721, 0.8004, 0.8137,\n", - " 0.8573, 0.7628, 0.7840, 0.7888, 0.8355, 0.8721, 0.7735, 0.8153, 0.8347,\n", - " 0.7596, 0.8336, 0.8168, 0.8737, 0.8318, 0.8871, 0.8848, 0.8656, 0.7969,\n", - " 0.7990, 0.9082, 0.8330, 3.3634, 0.8581, 0.8947, 0.8201, 0.8336, 0.8389,\n", - " 0.8876, 0.8424, 0.8254, 0.7774, 0.8138, 0.8262, 0.7721, 0.8589, 0.8759,\n", - " 0.8408, 0.7871, 0.8417, 0.8640, 0.7772, 0.7035, 0.7515, 0.8229, 0.7483,\n", - " 0.7748, 0.8444, 0.7969, 0.8564, 0.8676, 0.8175, 0.8222, 0.8948, 0.8486,\n", - " 0.7743, 0.7809, 0.8099, 0.8058, 0.8270, 0.7409, 0.8143, 0.7306, 0.8507,\n", - " 0.7844, 0.8089, 0.8119, 0.8071, 0.8077, 0.8396, 0.7949, 0.8203, 0.7958,\n", - " 0.8204, 0.7811, 0.8558, 0.9097, 0.8101, 0.7816, 0.8528, 0.8314, 0.8014,\n", - " 0.8585, 0.8005, 0.6590, 0.8192, 0.8719, 0.9241, 0.7866, 0.8415, 0.7909,\n", - " 0.8366, 0.8686, 0.8967, 0.8153, 0.9138, 0.8828, 0.7999, 0.8375, 0.7892,\n", - " 0.8604, 0.8115, 0.7749, 0.8478, 0.8762, 0.8683, 0.7459, 0.7498, 0.8132,\n", - " 0.7425, 0.7776, 0.9298, 0.7249, 0.8224, 0.8406, 0.7667, 0.8309, 0.7886,\n", - " 0.8780, 0.8305, 0.8109, 0.8382, 0.8353, 0.7046, 0.8225, 0.7973, 0.8246,\n", - " 0.8343, 0.8352, 0.7639, 0.8442, 0.8686, 0.8338, 0.8009, 0.9060, 0.8574,\n", - " 0.7957, 0.7103, 0.7729, 0.8840, 0.8009, 0.7703, 0.8694, 0.7686, 0.8222,\n", - " 0.7798, 0.8688, 0.7718, 0.8135, 0.8574, 0.8361, 0.7410, 0.7653, 0.7890,\n", - " 0.7976, 0.8331, 0.8829, 0.8479, 0.6464, 0.8896, 0.7900, 0.8774, 0.7634,\n", - " 0.8850, 0.7892, 0.8215, 0.8134, 0.7795, 0.8353, 0.8394, 0.7434, 0.8147,\n", - " 0.7849, 0.8778, 0.8216, 0.8699, 0.7895, 0.8332, 0.7969, 0.7647, 0.9407,\n", - " 0.8012, 0.7328, 0.8521, 0.7999, 0.8750, 0.8686, 0.8167, 0.7896, 0.8458,\n", - " 0.8165, 0.8841, 0.7564, 0.8430, 0.8745, 0.8657, 0.8414, 0.8202, 0.7863,\n", - " 0.8679, 0.8429, 0.8433, 0.8058, 0.8027, 0.8861, 0.8141, 0.8327, 0.7534,\n", - " 0.8534, 0.8196, 0.8460, 0.7719, 0.8254, 0.8328, 0.7174, 0.8005, 0.8272,\n", - " 0.8237, 0.7130, 0.8870, 0.8702, 0.8095, 0.8647, 0.8607, 0.7713, 0.8326,\n", - " 0.8113, 0.9605, 0.8666, 0.7768, 0.8452, 0.8857, 0.8291, 0.8966, 0.7931,\n", - " 0.7571, 0.8018, 0.8181, 0.8325, 0.8596, 0.8266, 0.7767, 0.8910, 0.8854,\n", - " 0.7922, 0.8448, 0.7875, 0.9236, 0.7562, 0.8417, 0.8180, 0.8185, 0.7692,\n", - " 0.8637, 0.7508, 0.6709, 0.7953, 0.7818, 0.8895, 0.8453, 0.7848, 0.7871,\n", - " 0.8054, 0.8817, 0.8508, 0.8341, 0.8214, 0.8471, 0.8060, 0.7931, 0.8855,\n", - " 0.7967, 0.7501, 0.7977, 0.8524, 0.8393, 0.7816, 0.8424, 0.8449, 0.7513,\n", - " 0.8308, 0.8503, 0.7837, 0.8207, 0.7546, 0.8841, 0.8259, 0.8116, 0.8446,\n", - " 0.7752, 0.8112, 0.9094, 0.8270, 0.8270, 0.7956, 0.6856, 0.7839, 0.7819,\n", - " 0.8362, 0.8408, 0.8019, 0.8705, 0.9095, 0.8903, 0.8952, 0.8285, 0.7812,\n", - " 0.8781, 0.8224, 0.8101, 0.8002, 0.6754, 0.8520, 0.8435, 0.7775, 0.8491,\n", - " 0.8365, 0.8525, 0.8197, 0.8797, 0.8596, 0.8809, 0.9051, 0.8205, 0.8153,\n", - " 0.8701, 0.8441, 0.7449, 0.8517, 0.8928, 0.8239, 0.8124, 0.8054, 0.8222,\n", - " 0.8844, 0.8406, 0.8479, 0.8032, 0.7365, 0.7840, 0.6837, 0.9191, 0.8627,\n", - " 0.7827, 0.7864, 0.8427, 0.7638, 0.7736, 0.7977, 0.8816, 0.8444, 0.7238,\n", - " 0.8052, 0.8148, 0.8003, 0.7758, 0.8781, 0.8220, 0.8125, 0.8694, 0.7638,\n", - " 0.6692, 0.8202, 0.8858, 0.8224, 0.8404, 0.8863, 0.8180, 0.8190, 0.8127,\n", - " 0.8383, 0.8318, 0.8400, 0.8538, 0.9363, 0.8061, 0.7673, 0.8749, 0.8193,\n", - " 0.8827, 0.7328, 0.8170, 0.8441, 0.8664, 0.8283, 0.7531, 0.8355, 0.7835,\n", - " 0.8076, 0.8409, 0.8717, 0.8975, 0.8484, 0.7663, 0.8446, 0.8345, 0.7717,\n", - " 0.7996, 0.8722, 0.8174, 0.6842, 0.8522, 0.8086, 0.7876, 0.8423, 0.8231,\n", - " 0.7645, 0.7922, 0.8778], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.8268e-02, 4.4276e-02, 5.6783e-02, -4.7591e-02, 1.6136e-01,\n", - " -2.6716e-02, 1.7337e-01, 9.8786e-02, -1.6353e-02, -9.7341e-02,\n", - " 4.8042e-02, 7.7096e-02, -1.6100e-01, 2.1559e-02, 1.0660e-03,\n", - " 2.9267e-01, 1.5741e-01, 1.1006e-01, -8.4956e-02, 1.6614e-02,\n", - " 1.8766e-01, -1.2081e-01, 6.8637e-03, 2.7939e-01, 1.1396e-01,\n", - " 1.0982e-01, -5.4954e-03, -5.1910e-02, -2.8676e-01, 1.2391e-01,\n", - " -4.1713e-02, -5.9358e-02, 1.8512e-01, -3.6515e-02, 2.4761e-02,\n", - " 8.1520e-02, -1.7233e-01, -8.6288e-02, -3.6852e-02, -1.3840e-01,\n", - " -1.4638e-01, -1.5844e-01, -1.2759e-01, 1.5428e-01, -2.4942e-02,\n", - " -1.5789e-01, 3.5075e-02, 7.0320e-02, -1.0181e-01, -9.3846e-02,\n", - " -6.0247e-02, -1.0749e-01, 2.5149e-01, -1.5908e-01, 1.3973e-01,\n", - " 1.4689e-01, 7.5141e-02, -2.6053e-01, -4.2137e-02, -1.3690e-01,\n", - " 7.5296e-02, 7.8063e-02, -4.5173e-02, 4.6669e-02, -8.9273e-02,\n", - " 7.6568e-02, -8.2824e-02, 3.6501e-02, -5.6920e-03, -1.7847e-01,\n", - " -6.3578e-02, 7.4202e-02, -5.4559e-02, -1.9573e-01, 8.4951e-02,\n", - " -3.1908e-02, -1.0666e-01, 6.8259e-02, 9.3664e-02, 9.7941e-02,\n", - " 4.3357e-02, -3.5638e-02, 1.1909e-01, 2.0871e-01, 2.3439e-03,\n", - " -1.6842e-01, 1.1458e-01, -1.0271e-01, -2.0387e-01, -1.0699e-02,\n", - " -1.9424e-01, -2.3220e-01, 3.7621e-01, -4.3973e-02, 1.0098e-01,\n", - " -8.4324e-02, 1.0339e-01, 7.9633e-02, 1.1059e-02, -6.3272e-02,\n", - " -5.1921e-02, -6.1275e-02, 1.7479e-01, -6.7259e-02, -5.0341e-02,\n", - " -1.0619e-03, -2.0729e-02, -1.3634e-01, -1.9683e-01, -3.2036e-02,\n", - " -1.3236e-01, -5.7521e-02, -3.4630e-01, -6.4637e-02, 3.6494e-02,\n", - " 1.7505e-02, -2.6015e-02, -1.2163e-02, -8.1621e-02, -9.3776e-03,\n", - " -6.5891e-02, -8.7841e-02, 1.0725e-02, 1.2659e-01, 1.2424e-01,\n", - " -2.2254e-01, -1.6078e-02, 1.9209e-01, -1.3527e-01, -5.6404e-02,\n", - " -6.6353e-02, -5.4212e-02, -1.0381e-01, 3.4605e-02, -3.0050e-01,\n", - " -4.5255e-02, 8.9341e-02, 1.1804e-01, 9.5022e-03, -1.0324e-01,\n", - " -3.0620e-02, 1.3307e-02, 1.3261e-02, 9.4517e-02, 1.2996e-01,\n", - " -1.7492e-01, -5.9026e-02, -2.6309e-02, -1.7795e-01, 2.0803e-01,\n", - " -1.5328e-01, 1.7577e-01, -1.2653e-01, -3.9010e-02, -3.5661e-02,\n", - " 3.3999e-02, 2.5544e-02, -1.6806e-02, 8.2910e-02, -9.1002e-02,\n", - " -1.5496e-02, -1.5013e-01, -4.5431e-02, -1.2167e-01, -2.3623e-02,\n", - " 5.2435e-02, 2.1404e-01, 6.9965e-02, -2.8291e-01, -1.4104e-01,\n", - " -9.4718e-02, -8.2851e-02, -1.1222e-01, 4.4198e-02, -7.8396e-02,\n", - " 3.3971e-01, 1.8752e-02, -4.4763e-02, 9.4552e-02, -1.0529e-01,\n", - " -7.5466e-02, 3.6245e-02, -1.1586e-01, 2.9750e-03, 6.8061e-02,\n", - " -1.5763e-01, 3.4784e-02, 1.2822e-01, 3.6380e-02, -9.1957e-02,\n", - " -1.2504e-01, -2.4507e-01, 2.5012e-01, -1.6512e-01, 1.2243e-01,\n", - " 1.1731e-02, 6.0062e-03, 3.2122e-01, 4.8764e-02, 2.6239e-02,\n", - " -1.5216e-01, -3.0201e-02, 8.7813e-02, -2.5850e-01, -8.8874e-02,\n", - " -5.3887e-02, 1.0036e-02, -5.7196e-02, 1.3768e-01, 9.6501e-02,\n", - " -1.6174e-01, -1.2477e-01, 1.1353e-02, 2.7988e-01, -1.0664e-01,\n", - " -1.8549e-01, -2.0121e-01, -1.5777e-01, 4.3846e-01, -2.8523e-01,\n", - " 9.3301e-02, 2.0301e-01, -9.2839e-02, 3.9086e-02, -1.2385e-01,\n", - " 2.4979e-01, 2.3708e-02, -1.5108e-01, 8.3141e-02, -3.5331e-03,\n", - " -1.7984e-01, 1.9994e-03, 2.6601e-01, -1.4723e-01, -4.1575e-02,\n", - " 1.3083e-01, -8.3399e-02, 8.3065e-03, 7.0052e-02, -2.5480e-01,\n", - " 6.9214e-02, 8.1520e-02, -2.0864e-01, 2.0148e-01, 2.5747e-02,\n", - " -7.8647e-02, -1.0126e-02, -1.3787e-02, -1.5976e-01, -8.8022e-02,\n", - " -1.3740e-01, 3.4907e-01, 6.0001e-02, -1.2469e-02, 1.3836e-01,\n", - " -1.3186e-01, -1.7634e-01, -9.6318e-02, 3.3908e-02, 3.0317e-02,\n", - " 2.4922e-02, -4.9435e-02, -6.0610e-02, -5.5831e-02, -1.4417e-02,\n", - " -3.5476e-01, -1.3866e-03, -5.5342e-02, -7.4446e-02, -1.1136e-01,\n", - " -3.7768e-02, 4.0438e-02, -1.4194e-01, 1.3208e-01, 3.3465e-02,\n", - " -6.6132e-02, 1.4698e-02, -1.5118e-02, -6.6952e-02, -1.4034e-01,\n", - " 5.3979e-02, 1.2093e-01, -1.2158e-01, -4.5033e-02, -1.3276e-01,\n", - " 4.0652e-02, 1.1958e-01, -7.1177e-02, -2.3218e-01, 1.8437e-02,\n", - " -4.1149e-02, -6.6646e-03, -1.2588e-01, -8.9321e-02, 1.6280e-01,\n", - " 6.0108e-03, 7.9002e-02, 1.4609e-01, 2.2289e-01, -1.2587e-01,\n", - " -1.0448e-01, 1.1856e-01, -7.2612e-02, -2.2706e-02, 3.1659e-01,\n", - " -1.5246e-01, -6.7406e-02, -8.6253e-02, -5.6389e-01, -1.5100e-01,\n", - " -5.1388e-02, -9.4064e-02, 1.1220e-01, 1.0446e-01, -1.6443e-02,\n", - " 4.5157e-02, -8.3340e-02, -4.9264e-02, -1.4150e-01, 7.8216e-02,\n", - " -1.9172e-01, 8.6144e-02, 1.3987e-01, -3.2545e-01, -8.4355e-02,\n", - " -1.0346e-01, 3.4998e-02, 1.4397e-02, -9.1520e-02, -1.2840e-01,\n", - " 9.2272e-02, -6.9746e-02, -5.2818e-02, 1.9239e-01, -1.9417e-01,\n", - " -2.1014e-03, -1.4803e-01, -9.9406e-02, -5.3005e-02, -2.2686e-01,\n", - " 1.2517e-01, 2.6623e-02, 1.3905e-01, 8.6167e-02, -4.1232e-02,\n", - " -2.8962e-01, 3.2187e-02, -2.6401e-01, 1.3374e-03, -2.3567e-01,\n", - " -1.8503e-01, -2.2663e-01, 2.7782e-04, 8.6231e-03, -3.9813e-02,\n", - " -1.4127e-01, -3.8811e-02, 8.9442e-02, -2.9726e-02, 1.2284e-01,\n", - " -2.4176e-02, -4.1873e-02, 3.8731e-02, 1.1997e-02, 1.1626e-01,\n", - " -7.5114e-03, -1.1712e-01, 1.6217e-01, -1.1859e-01, -4.4971e-02,\n", - " -8.9147e-02, -1.1365e-01, -4.2771e-02, -2.0340e-01, -2.7154e-01,\n", - " -5.7725e-02, 4.4303e-02, -1.5249e-01, -2.4284e-01, 5.7491e-03,\n", - " -5.5762e-02, -2.0484e+00, -6.0178e-02, -1.7351e-01, 5.5744e-02,\n", - " -9.7892e-02, -2.3720e-01, 9.6660e-03, -4.3097e-02, -1.6294e-01,\n", - " 2.3769e-02, 3.0890e-02, 2.5946e-02, -7.0973e-02, -1.2905e-02,\n", - " -1.3035e-01, -2.7947e-01, -1.3301e-01, 3.0920e-02, -1.9128e-01,\n", - " -1.2652e-01, -1.0617e-01, 6.7705e-02, -9.6890e-02, -2.5993e-01,\n", - " -2.1838e-01, -1.9038e-02, -1.5787e-01, 1.3233e-01, -1.0564e-01,\n", - " -1.1181e-01, -1.7376e-01, -1.0348e-02, 1.6123e-02, -9.7438e-02,\n", - " 1.7677e-01, -1.0880e-01, -1.8208e-01, 2.6175e-02, -5.0911e-02,\n", - " -8.0408e-02, -3.5280e-01, -1.6439e-03, -1.1595e-01, -1.0296e-01,\n", - " 5.9526e-02, -3.0105e-02, -2.3980e-01, -1.9466e-01, 5.1443e-02,\n", - " -1.3634e-02, -2.0180e-01, -1.4303e-01, 2.4293e-01, -1.4119e-01,\n", - " 6.6241e-02, -2.5119e-02, -2.2634e-01, 4.9455e-02, -3.5843e-02,\n", - " 9.3880e-02, -2.9561e-02, 2.1177e-02, 8.8282e-02, -3.4878e-02,\n", - " -1.0529e-01, -8.5900e-02, 5.5853e-02, -6.7429e-02, -2.4318e-01,\n", - " -7.0433e-02, -5.6187e-02, -1.7537e-02, -9.2450e-02, 5.5404e-02,\n", - " 1.1693e-01, 2.1411e-03, 1.0852e-01, -1.6258e-01, -8.9486e-02,\n", - " 3.3185e-02, -3.9967e-01, -8.6833e-02, 1.0122e-01, 7.9135e-02,\n", - " -4.8679e-02, 3.5908e-02, -2.0967e-01, 3.0276e-02, -3.0248e-02,\n", - " -1.8635e-02, -2.2179e-02, 3.0483e-02, -1.2172e-02, -1.5896e-02,\n", - " -5.1308e-02, 7.9169e-03, -3.1560e-03, -2.3369e-01, -1.8727e-01,\n", - " -1.8138e-02, 1.5583e-01, -1.5750e-01, -1.7268e-01, -7.2275e-02,\n", - " -1.1359e-01, 1.0372e-01, 9.5279e-02, -2.3700e-01, 6.7927e-02,\n", - " -5.4689e-02, -6.6795e-02, -7.8034e-03, 5.1142e-02, 4.1345e-02,\n", - " -5.0390e-02, -4.8646e-02, -5.1691e-02, -1.4760e-02, -3.1041e-02,\n", - " 5.9051e-02, 2.0838e-01, -1.7838e-01, -1.8990e-01, -1.2479e-02,\n", - " 8.9026e-02, 2.7359e-02, -1.0191e-02, -2.6955e-01, -1.6075e-01,\n", - " -1.0076e-01, -1.2747e-01, -5.9050e-02, -5.4247e-02, -3.2529e-02,\n", - " 3.0500e-01, -6.4284e-02, 6.8344e-02, -1.1188e-01, -2.5651e-02,\n", - " -9.5037e-02, 1.6071e-02, 9.5468e-02, -6.5318e-02, -1.7407e-02,\n", - " -9.1978e-02, -1.6614e-01, -6.4525e-02, -5.0356e-02, 1.9642e-01,\n", - " 2.4656e-01, -1.2083e-01, -1.9730e-01, -4.6121e-02, 2.3815e-02,\n", - " -2.8763e-01, -3.8729e-02, -2.4116e-02, 1.9294e-02, -2.5607e-01,\n", - " 6.0059e-02, -4.0951e-02, 3.9169e-02, -7.8183e-02, 5.9337e-04,\n", - " -8.9413e-02, -1.5221e-01, -7.1792e-02, 2.0419e-01, 1.6194e-01,\n", - " -1.8657e-01, -5.6089e-02, 8.5113e-02, -2.9219e-02, -8.0909e-02,\n", - " -1.1971e-01, -8.0849e-02, 1.6673e-01, 6.3270e-03, -1.8537e-01,\n", - " -1.0277e-01, -1.1674e-01, -3.2493e-02, -1.4575e-01, -1.9211e-01,\n", - " 3.4198e-02, 1.4530e-01, -6.4132e-02, 2.3739e-02, -3.8200e-02,\n", - " -1.3475e-02, 2.5719e-02, 9.7640e-02, 7.7657e-02, -1.7459e-01,\n", - " 2.7276e-02, -1.9434e-02, -3.2010e-01, 7.3161e-02, -3.0124e-01,\n", - " -1.8524e-01, 9.7382e-02, 1.1597e-01, -8.5432e-02, -4.8757e-02,\n", - " -1.6589e-01, 3.1417e-01, -1.0791e-01, -1.5835e-01, 3.9003e-03,\n", - " -1.8781e-02, -4.5276e-02, 1.4544e-01, 4.4114e-02, 5.0566e-02,\n", - " -1.6837e-01, -5.6981e-02, 1.1292e-02, -1.2216e-01, 3.7134e-02,\n", - " -1.5265e-02, 1.0105e-02, -2.1152e-01, 4.4661e-02, 7.5812e-02,\n", - " 1.5040e-01, 4.2573e-02, -6.6854e-02, -5.5766e-02, -1.1715e-02,\n", - " 2.4275e-02, -1.1002e-01, -1.6192e-02, 5.5343e-02, -1.1090e-01,\n", - " 1.0976e-02, -4.9886e-02, 3.3283e-02, -9.2426e-02, -9.7246e-02,\n", - " 2.4438e-01, 2.7026e-02, -4.9492e-02, 1.9705e-01, -6.5251e-02,\n", - " 1.1531e-01, 2.2064e-01, -1.6844e-01, 2.1337e-02, -6.3539e-02,\n", - " 6.5378e-02, 9.7468e-02, 1.6086e-01, 2.1043e-01, -8.2199e-02,\n", - " -2.1462e-02, 5.7733e-02, -3.4789e-02, 1.2938e-01, -6.9835e-02,\n", - " -1.2751e-01, 9.4966e-02, -7.0440e-04, -1.8504e-01, -9.7284e-03,\n", - " -1.7465e-01, 4.4449e-02, 6.8175e-02, 2.6017e-02, 2.0283e-01,\n", - " 5.1417e-02, 1.1998e-01, 2.2961e-01, 1.5199e-01, -2.1730e-01,\n", - " -1.0882e-01, 1.5819e-01, 1.2677e-02, 7.7333e-02, -1.5196e-01,\n", - " -2.0030e-02, -1.6815e-01, 2.8220e-05, -1.4256e-01, -3.0758e-03,\n", - " -7.1610e-02, 3.0683e-02, 2.1486e-01, 5.1699e-02, 1.4317e-01,\n", - " 1.3573e-01, -7.2106e-02, -2.9970e-01, 8.5391e-02, 7.7219e-02,\n", - " -1.6371e-01, 1.9799e-01, 2.7386e-02, -7.1478e-02, -1.2126e-02,\n", - " -8.9737e-02, -8.5347e-02, 1.4199e-01, 6.1397e-03, -7.6073e-02,\n", - " 2.0152e-02, 2.9340e-02, 1.1531e-01, -2.3834e-01, -8.1233e-02,\n", - " -9.7873e-02, -3.1257e-02, 9.0707e-02, -2.5569e-02, -5.6624e-02,\n", - " 8.3951e-02, -1.7097e-01, 4.8173e-02, -1.9606e-01, -4.9548e-02,\n", - " 1.1117e-01, 3.0434e-02, -1.5272e-01, 5.3138e-02, 5.9988e-02,\n", - " 1.1033e-01, 8.7653e-02, 3.7318e-02, -2.5699e-02, 2.7871e-02,\n", - " 8.9237e-02, 1.4625e-02, 2.2827e-01, -1.2385e-02, -8.7442e-02,\n", - " 9.6131e-02, -2.9917e-02, 4.2278e-03, 1.0227e-02, -7.8839e-02,\n", - " -1.0954e-01, 4.7135e-02, -1.5765e-01, -1.3107e-01, 1.7482e-01,\n", - " -1.2868e-01, 1.1598e-02, -7.7091e-02, -5.2503e-02, -8.4464e-03,\n", - " 1.3035e-01, 7.8458e-02, -3.6364e-02, -2.6009e-02, 2.8693e-01,\n", - " -1.2584e-01, -1.9092e-02, 2.8566e-01, -4.6883e-02, -1.0753e-02,\n", - " 1.7076e-02, 2.5229e-02, -5.8726e-02, -1.0248e-01, -1.0920e-01,\n", - " 1.2650e-01, -4.0981e-02, -6.7747e-02, 6.3172e-02, 1.0677e-01,\n", - " -1.1568e-01, -3.6971e-02, -3.8060e-02, 1.7460e-01, -2.7730e-01,\n", - " 6.3047e-02, -4.0602e-02, 1.2599e-01, -7.0001e-02, -5.4202e-02,\n", - " -2.6306e-02, 1.3636e-02, -1.6198e-03, -4.4283e-02, -2.2699e-01,\n", - " 1.0663e-01, 2.5218e-02, -1.5580e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1247, -0.0864, -0.0621, ..., -0.0337, -0.2285, -0.0600],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.2826e-02, 3.7007e-02, 6.1424e-02, -4.7872e-02, 2.9582e-02,\n", - " -5.2047e-02, 5.0022e-02, 8.3919e-02, -8.3501e-02, -1.3265e-02,\n", - " 1.7956e-02, 1.0609e-01, -9.4891e-02, -6.9952e-04, -3.9294e-02,\n", - " 2.9763e-02, 1.6481e-01, 7.4328e-02, -3.6701e-02, 5.0113e-02,\n", - " 1.1828e-02, 5.8343e-02, -1.8305e-02, -2.6535e-02, -5.1772e-02,\n", - " 9.8980e-02, -3.5171e-02, 3.9683e-02, -6.4082e-02, 5.0300e-02,\n", - " 5.3738e-02, 4.6462e-02, 4.1017e-02, -4.9930e-02, -4.7729e-02,\n", - " 3.6792e-02, -1.1037e-01, 3.4954e-03, -7.1676e-02, -1.4181e-01,\n", - " -7.7866e-03, -9.0638e-02, 7.5500e-02, -5.7499e-03, 5.0551e-02,\n", - " 4.7889e-02, -4.8033e-03, 1.5124e-01, -1.4987e-03, -2.8720e-02,\n", - " -3.8443e-02, 5.1623e-02, 6.9993e-02, -3.2141e-02, 1.2470e-01,\n", - " 7.1988e-03, 1.4936e-01, -2.0718e-01, -6.5919e-03, -1.5511e-01,\n", - " 5.4043e-02, 1.9661e-01, 1.9487e-03, -4.4993e-02, -5.1819e-04,\n", - " 3.8990e-02, -2.7394e-02, 3.4552e-02, -9.7296e-02, 2.1661e-03,\n", - " -5.7854e-02, 7.4308e-02, -4.3647e-02, -1.9613e-02, -2.3248e-03,\n", - " -4.0260e-02, -2.7188e-02, -9.1072e-02, 2.6898e-02, 7.9955e-02,\n", - " 8.6962e-02, 1.3546e-02, 8.0270e-02, -2.2653e-02, 8.5515e-03,\n", - " -6.8632e-02, -9.4840e-02, 1.1508e-02, -3.9379e-02, 9.5349e-02,\n", - " -4.8081e-02, -1.5300e-01, 5.4214e-02, -1.3249e-01, -1.1082e-02,\n", - " -4.7941e-02, 1.3636e-01, -5.1757e-02, 6.7503e-02, -6.0107e-02,\n", - " -2.0796e-02, -1.0387e-01, 4.4317e-02, -4.7364e-02, 2.9696e-02,\n", - " 8.9301e-02, 1.2846e-01, -3.4540e-02, -8.1783e-02, -7.1035e-02,\n", - " -4.0059e-02, 6.6576e-03, 7.4161e-02, -3.2121e-02, -5.3814e-02,\n", - " 4.7131e-02, -2.9290e-02, -6.8198e-02, -4.8885e-02, 7.1570e-03,\n", - " -7.6551e-02, 5.8702e-02, 6.0184e-02, 1.2078e-01, 8.9256e-02,\n", - " -1.6379e-01, 3.7217e-02, 9.6101e-03, -2.7902e-02, -3.1598e-02,\n", - " 1.5684e-02, -5.0132e-02, -1.0301e-01, -3.0634e-02, 6.5816e-03,\n", - " -6.1244e-02, 1.0456e-01, 5.0708e-02, -2.8984e-02, 4.0416e-03,\n", - " -6.6176e-02, 6.4055e-02, 2.7052e-02, 5.0584e-02, 5.8834e-02,\n", - " -2.8216e-04, 3.4779e-02, -2.0433e-02, -1.7222e-01, 9.4437e-02,\n", - " -1.4411e-01, 8.8641e-02, -3.9088e-02, 1.0715e-02, -1.4867e-01,\n", - " 4.3960e-02, 5.5079e-02, 5.1457e-02, -1.0760e-01, 7.0202e-02,\n", - " -4.0151e-03, -3.5051e-02, -2.8107e-02, -2.7342e-02, 3.4565e-02,\n", - " 5.6638e-02, 6.8162e-02, -1.8073e-03, -6.8655e-02, 3.3832e-02,\n", - " 7.6676e-02, 3.6944e-02, -3.9555e-02, -5.1971e-02, 1.9898e-02,\n", - " 1.7898e-02, 1.1721e-01, -1.6156e-03, -7.4489e-02, -3.6949e-02,\n", - " -2.1817e-02, -1.0579e-02, -8.7979e-02, -3.1988e-02, -4.0105e-02,\n", - " -3.2151e-02, -2.9435e-02, -7.3201e-02, 5.2101e-02, -9.2219e-03,\n", - " -2.2755e-02, 5.7907e-02, 5.4411e-02, -4.2175e-02, 5.2000e-03,\n", - " -3.7530e-02, -1.8539e-03, 9.1276e-02, -5.9494e-02, -5.2717e-02,\n", - " -1.1405e-01, -6.2445e-02, 1.0423e-01, -1.2356e-01, 4.4251e-02,\n", - " 1.0780e-01, 1.8709e-03, 4.5584e-02, -2.3524e-02, -3.1276e-02,\n", - " -7.3714e-03, -2.1414e-02, 7.8218e-02, 2.0955e-01, -2.5698e-02,\n", - " 1.0771e-02, -4.9564e-02, 4.2441e-02, 1.7107e-01, -1.5721e-02,\n", - " 1.0119e-01, 4.3089e-02, -5.9793e-02, -6.4409e-02, -5.3740e-02,\n", - " 2.0261e-01, -1.8627e-02, -1.5012e-02, 1.0258e-01, 9.8011e-03,\n", - " -1.0580e-01, 6.9541e-02, 5.8714e-02, -9.1362e-03, -7.3589e-02,\n", - " -1.0049e-02, -1.0400e-02, 5.0250e-02, 1.6801e-02, -3.2783e-02,\n", - " 1.0540e-01, 6.2250e-03, -7.6889e-02, 3.6498e-04, 2.3695e-02,\n", - " 1.4908e-01, -1.0490e-01, -1.3214e-01, -9.5280e-02, 4.1428e-02,\n", - " -5.4318e-02, -1.2622e-02, 7.1687e-02, 2.7559e-02, 1.0220e-01,\n", - " -1.9395e-02, 3.1198e-02, -5.0164e-02, 7.8030e-02, 2.5154e-02,\n", - " 3.2256e-02, -2.3136e-02, -4.2477e-02, 6.7304e-02, 5.7694e-02,\n", - " -1.8031e-01, -7.0671e-02, -6.0428e-02, 7.6772e-02, 1.8485e-02,\n", - " -4.3719e-02, 1.2936e-01, -1.0552e-01, 1.0450e-01, 5.9078e-03,\n", - " -1.1825e-01, -8.1681e-02, 5.9053e-02, 5.8558e-02, -6.2394e-02,\n", - " -8.0754e-03, 6.1893e-02, -6.6392e-02, 5.6420e-02, -4.9687e-03,\n", - " -1.6899e-02, -1.3306e-02, 4.0643e-02, -1.2509e-02, -1.4862e-02,\n", - " 4.9347e-03, -2.9317e-02, -8.6383e-02, -6.5387e-02, 8.2754e-02,\n", - " 2.9619e-03, 5.6546e-02, 4.0776e-02, 2.1958e-02, -5.8675e-02,\n", - " 1.9568e-02, 1.8500e-02, -1.4642e-02, 1.7753e-01, 6.0809e-03,\n", - " -5.5054e-02, -5.8333e-02, -9.5174e-03, -6.3247e-01, -9.7674e-02,\n", - " -5.7559e-02, -1.0443e-01, 6.5422e-02, -2.6605e-02, 6.1517e-03,\n", - " 7.4603e-02, -3.7181e-03, -7.5623e-02, 6.4929e-02, 4.4930e-02,\n", - " 2.1853e-02, 7.3287e-02, -1.4077e-02, -1.5153e-01, 3.7813e-04,\n", - " -1.3552e-01, 3.2798e-02, 5.9194e-02, -6.9047e-02, -3.2710e-02,\n", - " 1.3746e-01, -2.1301e-02, -1.0047e-01, 6.2123e-02, -2.6945e-02,\n", - " 1.1069e-01, -9.0849e-02, -1.3522e-02, -1.0673e-01, 2.2418e-02,\n", - " 1.1072e-01, 1.0830e-01, 7.9779e-02, 4.2961e-02, 1.4817e-02,\n", - " -5.7530e-02, 7.6075e-02, -6.7543e-02, 3.4253e-02, 2.6449e-02,\n", - " -5.6776e-02, -1.1419e-01, 1.0040e-01, -2.0587e-01, 6.9599e-02,\n", - " 5.3084e-02, -5.6423e-02, 3.3924e-02, 3.2041e-02, 7.7491e-02,\n", - " 6.3844e-02, -1.8640e-02, 1.8237e-01, 1.0751e-01, 1.7979e-01,\n", - " 1.3316e-01, -1.2467e-01, -6.6613e-02, -6.7990e-02, -6.0796e-02,\n", - " -4.2224e-02, 4.6861e-02, 4.3290e-04, 1.0468e-02, -7.8073e-02,\n", - " 1.4377e-04, 7.9566e-03, -3.2945e-02, -4.7407e-02, -4.3751e-02,\n", - " 3.4358e-02, -7.4453e-01, -6.6562e-02, -1.2828e-01, 1.0885e-01,\n", - " 3.5633e-02, -1.0770e-02, 5.2431e-02, -1.0222e-02, -4.1870e-02,\n", - " -2.4868e-02, -4.0816e-02, 1.8672e-02, -9.8700e-02, 2.9762e-02,\n", - " 2.0480e-02, -1.0540e-01, -1.7917e-02, 5.6309e-02, -2.0510e-02,\n", - " -7.2375e-02, 1.1345e-02, 7.4482e-02, 1.7877e-03, -2.3753e-01,\n", - " -4.2448e-02, -3.5919e-02, -8.7764e-02, 2.0252e-02, 1.2586e-02,\n", - " 3.8669e-03, 5.9812e-02, -5.5538e-02, 4.6125e-03, -5.9687e-02,\n", - " -1.3745e-02, -9.7294e-02, -1.7735e-01, -1.3436e-02, 5.8449e-02,\n", - " 5.9138e-02, -7.3320e-02, 7.9818e-02, -1.0937e-01, -1.1678e-01,\n", - " -3.2551e-02, -1.8140e-02, -1.0309e-01, -9.5951e-02, 4.2999e-02,\n", - " -1.2145e-01, -7.3637e-02, -5.5227e-02, 1.3170e-02, -1.9632e-02,\n", - " 4.2173e-02, 2.9386e-02, -5.8917e-02, 6.2877e-02, -2.5881e-02,\n", - " -3.4607e-02, -5.8439e-02, -4.7770e-02, -8.8350e-02, -5.5205e-03,\n", - " -1.2352e-02, -2.1273e-02, 5.2240e-02, 4.3273e-02, 2.9753e-02,\n", - " 1.4830e-01, -1.5756e-02, 9.2132e-02, -6.4717e-02, 7.3601e-02,\n", - " 9.3032e-02, 2.3896e-02, 1.0888e-02, -1.8316e-01, -5.7068e-02,\n", - " 1.5640e-02, -3.3746e-02, 4.8248e-02, 1.3935e-05, 1.7898e-01,\n", - " 4.4355e-02, 9.9596e-02, -1.4785e-01, -7.6277e-03, 6.8044e-02,\n", - " 3.8093e-03, -6.5459e-02, -1.9012e-02, 5.0432e-02, 3.6934e-02,\n", - " -5.0452e-02, 1.9710e-02, -7.7948e-02, -8.1432e-03, -1.5389e-01,\n", - " 5.5770e-02, -8.1955e-02, -1.4774e-01, -1.3046e-01, -1.9342e-01,\n", - " 3.7322e-02, 6.7072e-02, 7.0264e-02, 1.7684e-02, 5.8830e-02,\n", - " -7.3577e-02, 5.1147e-02, -7.1236e-02, 6.2654e-02, 2.3620e-02,\n", - " -6.2291e-02, 5.0808e-02, 4.1387e-02, 2.7273e-02, 4.9701e-02,\n", - " 1.2563e-02, -1.3012e-02, 4.2216e-02, -7.1964e-02, -1.3366e-02,\n", - " 2.6408e-02, 2.8591e-02, 9.0302e-02, -1.0943e-01, -4.2998e-03,\n", - " 2.8058e-02, -9.7020e-02, 3.0301e-02, -1.6320e-02, 8.2126e-02,\n", - " 1.6537e-01, -6.3913e-02, 6.4782e-02, 5.6558e-02, -1.6170e-03,\n", - " 1.2753e-02, -3.6050e-02, 1.0522e-01, 5.4761e-03, -1.0011e-01,\n", - " -1.5717e-02, -1.4515e-01, -5.3958e-02, 3.8154e-02, 1.3188e-01,\n", - " -2.8657e-02, 3.7318e-02, -2.2172e-02, 2.4343e-03, 4.7110e-02,\n", - " -1.4050e-01, 4.7248e-02, -9.4017e-03, 8.7136e-02, -1.6649e-01,\n", - " 6.0652e-02, -3.3993e-02, 1.5863e-02, 3.1227e-02, -3.9830e-02,\n", - " -7.9652e-02, 9.6058e-03, 3.7521e-02, 5.1482e-02, 9.7562e-02,\n", - " -7.0305e-02, -3.4313e-02, 2.3843e-02, 2.5182e-02, 1.7630e-02,\n", - " -7.3271e-02, -2.0340e-02, 7.3036e-02, 3.5994e-02, 4.3995e-03,\n", - " 3.2517e-02, 1.2601e-01, 9.9819e-02, -6.2581e-02, -4.9148e-02,\n", - " 1.3202e-01, 6.4599e-02, 1.1404e-01, 2.9402e-02, 1.0556e-02,\n", - " 2.2431e-02, -3.4390e-03, 3.4589e-02, -8.9047e-02, -1.2410e-01,\n", - " 5.5935e-02, 1.0374e-01, -1.5932e-01, 2.2148e-02, 2.6101e-03,\n", - " -8.1990e-02, 6.6858e-02, 9.7789e-02, 4.2774e-03, -8.7304e-02,\n", - " -2.1899e-02, 2.0696e-01, 3.9790e-02, -4.5013e-02, 1.6506e-02,\n", - " -5.0877e-03, -1.0416e-01, 2.7296e-02, 6.0725e-02, -5.3152e-02,\n", - " 3.4831e-02, 3.3973e-02, 6.4885e-02, -3.6079e-02, 1.3516e-01,\n", - " -1.9136e-02, 4.0885e-02, -3.0043e-02, 8.7850e-02, 8.8771e-02,\n", - " 5.5143e-02, 5.2920e-02, 5.1758e-02, -7.8321e-02, 5.4771e-02,\n", - " 4.8570e-02, -5.0829e-02, 7.4704e-02, 7.5098e-03, -9.2619e-02,\n", - " 4.1165e-03, -2.6205e-03, -6.4333e-02, -1.3118e-03, -7.4617e-02,\n", - " 1.1321e-01, 6.0122e-02, -1.7644e-02, 3.7118e-02, -5.0120e-04,\n", - " 5.8293e-02, 1.3062e-01, -3.8995e-02, -3.4800e-02, -5.0008e-02,\n", - " 7.3857e-02, 1.0093e-01, 8.1638e-03, 1.5683e-01, -2.9626e-02,\n", - " 2.9836e-02, -1.9008e-02, 8.5527e-02, 8.0622e-02, -4.0352e-02,\n", - " -7.3160e-02, 8.3812e-02, -1.7369e-02, -8.5390e-02, -1.0383e-02,\n", - " -5.5369e-02, -6.0460e-03, 1.5365e-01, 1.9107e-02, 1.8373e-01,\n", - " 1.9871e-02, -4.5120e-02, 1.4695e-02, 9.8440e-02, -4.0780e-02,\n", - " -9.5362e-03, 7.5474e-02, -4.7429e-03, -2.4665e-02, -3.4152e-02,\n", - " 7.0762e-02, -5.4961e-02, 1.5590e-01, -3.7793e-02, 3.4423e-03,\n", - " 1.3612e-02, -3.8306e-03, 1.6904e-01, 1.5006e-01, -6.7209e-02,\n", - " 1.3572e-01, -2.5616e-02, 1.0055e-01, 3.2909e-03, 6.5351e-02,\n", - " -1.5100e-02, 1.0936e-01, -4.6473e-02, -4.3605e-02, -2.5503e-02,\n", - " -7.6102e-03, -9.0046e-02, 1.7599e-01, -7.0624e-02, -1.0154e-02,\n", - " 8.1291e-02, 1.2799e-02, 7.4232e-02, 1.4933e-02, -3.8663e-02,\n", - " 1.3442e-02, -1.1895e-02, -7.7487e-02, -3.0720e-02, 1.5644e-01,\n", - " -1.5740e-02, -1.6552e-01, -9.7978e-02, -1.5203e-01, -1.0770e-01,\n", - " 1.0464e-01, -1.0507e-01, 1.1020e-01, 8.6453e-02, 1.0047e-01,\n", - " 2.7461e-02, 1.3306e-01, -9.3088e-02, 8.3531e-02, 6.5802e-02,\n", - " -5.7126e-02, 2.4822e-03, 6.2445e-02, 5.9152e-02, -6.8756e-02,\n", - " -1.5739e-02, -3.0190e-02, 1.1800e-02, 1.0000e-01, 2.8867e-02,\n", - " -2.0788e-01, 1.9094e-02, -2.4002e-02, -7.8603e-02, 6.5914e-02,\n", - " -3.4642e-02, -7.8424e-03, -1.0915e-01, -2.3459e-02, -1.0233e-02,\n", - " 6.4033e-03, 1.3768e-01, 6.8434e-02, -8.6179e-02, 1.9180e-01,\n", - " -1.3861e-01, 2.2412e-02, 1.7718e-01, -4.0027e-02, 5.6341e-02,\n", - " -1.8504e-02, 4.7965e-02, -6.4675e-02, 5.2148e-02, -5.7952e-02,\n", - " 4.5902e-03, -1.0093e-02, -2.3449e-02, 4.8808e-02, 1.1670e-02,\n", - " -5.6190e-02, -1.4137e-02, -4.0308e-02, 9.1809e-02, -1.4237e-01,\n", - " 4.4454e-02, -1.4555e-01, 2.7240e-02, 1.0394e-01, -1.6057e-01,\n", - " -9.4244e-02, 1.0708e-01, 5.9014e-02, -4.2361e-03, -1.3268e-01,\n", - " 5.3919e-03, -3.6614e-02, -5.1324e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8386, 0.8180, 0.8069, 0.8123, 0.7845, 0.8228, 0.7879, 0.8388, 0.8394,\n", - " 0.8152, 0.7910, 0.7890, 0.8095, 0.7989, 0.8094, 0.7774, 0.7899, 0.7988,\n", - " 0.8176, 0.8193, 0.8294, 0.8062, 0.8305, 0.7840, 0.7908, 0.8050, 0.8142,\n", - " 0.8191, 0.7731, 0.8147, 0.8321, 0.8038, 0.7781, 0.8206, 0.8388, 0.8267,\n", - " 0.7949, 0.8295, 0.8198, 0.7990, 0.8244, 0.8092, 0.8158, 0.8033, 0.8311,\n", - " 0.7912, 0.7904, 0.8423, 0.8391, 0.8441, 0.8365, 0.8327, 0.7851, 0.7835,\n", - " 0.7867, 0.7980, 0.8182, 0.7823, 0.8380, 0.8151, 0.8169, 0.7979, 0.8017,\n", - " 0.7896, 0.8325, 0.8327, 0.8277, 0.8179, 0.8389, 0.8052, 0.8193, 0.8188,\n", - " 0.8290, 0.7855, 0.8246, 0.7733, 0.8035, 0.7689, 0.8121, 0.8011, 0.8331,\n", - " 0.8345, 0.8011, 0.7981, 0.7895, 0.8116, 0.8050, 0.8487, 0.8212, 0.8178,\n", - " 0.8128, 0.8123, 0.6899, 0.8112, 0.8195, 0.8106, 0.7400, 0.8182, 0.8152,\n", - " 0.8171, 0.8188, 0.8320, 0.8118, 0.8008, 0.8257, 0.7690, 0.8379, 0.8034,\n", - " 0.7973, 0.8115, 0.8047, 0.8232, 0.7724, 0.8164, 0.8249, 0.8143, 0.8197,\n", - " 0.8414, 0.8297, 0.7960, 0.8042, 0.7979, 0.8311, 0.7444, 0.7864, 0.7957,\n", - " 0.8203, 0.7785, 0.7968, 0.8098, 0.8427, 0.8311, 0.7851, 0.7873, 0.8205,\n", - " 0.8311, 0.8323, 0.7738, 0.8347, 0.7857, 0.8245, 0.8379, 0.7961, 0.7927,\n", - " 0.8179, 0.7808, 0.8167, 0.8103, 0.8076, 0.7876, 0.7985, 0.8053, 0.7718,\n", - " 0.8326, 0.8187, 0.8097, 0.8337, 0.7858, 0.8377, 0.7932, 0.8242, 0.8249,\n", - " 0.8235, 0.8268, 0.8078, 0.8203, 0.8182, 0.8208, 0.7297, 0.8093, 0.8282,\n", - " 0.8297, 0.8028, 0.8082, 0.8170, 0.7696, 0.8239, 0.8085, 0.8088, 0.7994,\n", - " 0.7612, 0.8127, 0.8238, 0.8463, 0.8218, 0.8124, 0.8307, 0.8197, 0.8159,\n", - " 0.8295, 0.8153, 0.7616, 0.7979, 0.8088, 0.8069, 0.8115, 0.8277, 0.7639,\n", - " 0.8212, 0.7992, 0.8294, 0.8045, 0.7979, 0.7897, 0.8008, 0.7750, 0.8260,\n", - " 0.8216, 0.8362, 0.8108, 0.7946, 0.8094, 0.8082, 0.7663, 0.8250, 0.7690,\n", - " 0.7935, 0.8105, 0.7273, 0.8083, 0.8124, 0.7984, 0.8365, 0.8144, 0.8221,\n", - " 0.6869, 0.8147, 0.7997, 0.8333, 0.8008, 0.7741, 0.8332, 0.8090, 0.8380,\n", - " 0.8316, 0.8140, 0.7986, 0.8106, 0.8212, 0.7764, 0.8064, 0.8206, 0.8201,\n", - " 0.7928, 0.8230, 0.7997, 0.8072, 0.8064, 0.8040, 0.7729, 0.7866, 0.8272,\n", - " 0.8027, 0.8288, 0.8298, 0.7944, 0.7993, 0.7904, 0.8151, 0.8249, 0.8306,\n", - " 0.8320, 0.8410, 0.8417, 0.7948, 0.7557, 0.8342, 0.8099, 0.8188, 0.8215,\n", - " 0.8216, 0.8145, 0.8182, 0.8305, 0.8344, 0.8395, 0.7783, 0.8377, 0.8268,\n", - " 0.8068, 0.7791, 0.8123, 0.8282, 0.8071, 0.7885, 0.8263, 0.8097, 0.8419,\n", - " 0.8049, 0.8314, 0.8009, 0.7891, 0.8007, 0.7979, 0.7999, 0.7843, 0.7718,\n", - " 0.7803, 0.7882, 0.7989, 0.8096, 0.7882, 0.8217, 0.8191, 0.7676, 0.7992,\n", - " 0.7866, 0.8069, 1.1629, 0.8018, 0.7852, 0.7875, 0.7871, 0.8055, 0.8306,\n", - " 0.8109, 0.8354, 0.8180, 0.8168, 0.7981, 0.8008, 0.8018, 0.7948, 0.8069,\n", - " 0.8219, 0.8397, 0.8291, 0.8184, 0.8367, 0.8137, 0.8085, 0.7851, 0.8529,\n", - " 0.8232, 0.7779, 0.7987, 0.8036, 0.8227, 0.8165, 0.8150, 0.7926, 0.8407,\n", - " 0.8167, 0.8178, 0.8164, 0.7703, 0.8310, 0.7954, 0.7988, 0.7805, 0.8048,\n", - " 0.8337, 0.8277, 0.8080, 0.8298, 0.8110, 0.8025, 0.7812, 0.8184, 0.7929,\n", - " 0.8025, 0.8013, 0.8236, 0.8197, 0.8198, 0.8140, 0.7747, 0.8227, 0.8315,\n", - " 0.8066, 0.8145, 0.8176, 0.8423, 0.8256, 0.7893, 0.8369, 0.8214, 0.8151,\n", - " 0.7868, 0.8324, 0.8108, 0.3350, 0.8210, 0.8022, 0.8080, 0.8316, 0.8041,\n", - " 0.8270, 0.8261, 0.8145, 0.8013, 0.8113, 0.8227, 0.8196, 0.8391, 0.8398,\n", - " 0.8125, 0.7854, 0.8275, 0.8284, 0.8114, 0.8003, 0.7918, 0.8185, 0.7979,\n", - " 0.7729, 0.8299, 0.8169, 0.7821, 0.8220, 0.8064, 0.8009, 0.8066, 0.8523,\n", - " 0.8205, 0.7866, 0.8047, 0.8087, 0.8254, 0.7923, 0.8166, 0.7591, 0.8257,\n", - " 0.7979, 0.8230, 0.8167, 0.8281, 0.8257, 0.8283, 0.7828, 0.8530, 0.7827,\n", - " 0.8154, 0.7540, 0.8392, 0.8333, 0.8103, 0.8137, 0.8236, 0.8197, 0.8083,\n", - " 0.8287, 0.7967, 0.7844, 0.8334, 0.8053, 0.8181, 0.8090, 0.8003, 0.7845,\n", - " 0.8415, 0.8236, 0.8235, 0.8117, 0.8253, 0.8307, 0.8233, 0.8266, 0.8123,\n", - " 0.7911, 0.8136, 0.7585, 0.8471, 0.8271, 0.8254, 0.8044, 0.7863, 0.7920,\n", - " 0.8104, 0.8074, 0.8140, 0.8092, 0.8196, 0.8335, 0.7974, 0.8206, 0.8087,\n", - " 0.8318, 0.8011, 0.7975, 0.8252, 0.7830, 0.7907, 0.8127, 0.8168, 0.8286,\n", - " 0.8025, 0.8150, 0.7703, 0.8066, 0.8124, 0.8163, 0.8214, 0.8107, 0.8129,\n", - " 0.8347, 0.7889, 0.8024, 0.8112, 0.8318, 0.7881, 0.8084, 0.7945, 0.7692,\n", - " 0.7936, 0.8267, 0.8052, 0.8278, 0.8124, 0.8365, 0.7943, 0.7899, 0.8220,\n", - " 0.8444, 0.8061, 0.7556, 0.8238, 0.7657, 0.8117, 0.8141, 0.8208, 0.8086,\n", - " 0.7962, 0.8418, 0.8325, 0.8280, 0.8031, 0.8255, 0.8297, 0.7632, 0.8090,\n", - " 0.8202, 0.8238, 0.8325, 0.8194, 0.7847, 0.8280, 0.8248, 0.7752, 0.8701,\n", - " 0.8044, 0.7989, 0.8505, 0.8132, 0.8533, 0.7818, 0.8083, 0.8476, 0.7861,\n", - " 0.7918, 0.8214, 0.7899, 0.8133, 0.8173, 0.8097, 0.8276, 0.8078, 0.7779,\n", - " 0.8155, 0.8242, 0.8355, 0.8030, 0.8062, 0.8268, 0.7997, 0.8283, 0.7821,\n", - " 0.8240, 0.8288, 0.8392, 0.8185, 0.8189, 0.8373, 0.7963, 0.7960, 0.8060,\n", - " 0.8392, 0.7908, 0.8082, 0.7940, 0.8045, 0.8219, 0.8178, 0.8160, 0.8313,\n", - " 0.8343, 0.7271, 0.8370, 0.7825, 0.8216, 0.8326, 0.8337, 0.8303, 0.8117,\n", - " 0.8003, 0.8090, 0.8386, 0.8197, 0.8238, 0.8315, 0.8320, 0.8308, 0.8228,\n", - " 0.8003, 0.8177, 0.8117, 0.8189, 0.7910, 0.8146, 0.8205, 0.8187, 0.7719,\n", - " 0.8297, 0.8036, 0.7488, 0.8261, 0.8213, 0.8201, 0.8346, 0.8079, 0.7487,\n", - " 0.8100, 0.8384, 0.8230, 0.8137, 0.8395, 0.8027, 0.7998, 0.8138, 0.8368,\n", - " 0.8240, 0.8077, 0.8195, 0.7914, 0.8313, 0.8229, 0.8308, 0.8502, 0.7925,\n", - " 0.8266, 0.8069, 0.7942, 0.8401, 0.7871, 0.8353, 0.8300, 0.7988, 0.8004,\n", - " 0.8118, 0.8111, 0.8130, 0.8373, 0.7917, 0.7914, 0.7856, 0.8052, 0.7763,\n", - " 0.8035, 0.8263, 0.8064, 0.8160, 0.8340, 0.8163, 0.8102, 0.8254, 0.8058,\n", - " 0.8212, 0.7790, 0.8003, 0.8129, 0.7593, 0.8114, 0.7881, 0.7815, 0.8221,\n", - " 0.8041, 0.7974, 0.8227, 0.8487, 0.8229, 0.8248, 0.8107, 0.7971, 0.8410,\n", - " 0.8170, 0.8083, 0.8071, 0.8286, 0.8189, 0.8448, 0.8123, 0.8514, 0.8084,\n", - " 0.8321, 0.8330, 0.8177, 0.8197, 0.8097, 0.7920, 0.7784, 0.8333, 0.8176,\n", - " 0.8101, 0.8304, 0.8246, 0.7822, 0.7964, 0.8020, 0.7920, 0.8335, 0.8100,\n", - " 0.8301, 0.7737, 0.8098, 0.8097, 0.8247, 0.8266, 0.8272, 0.8351, 0.8062,\n", - " 0.7892, 0.8197, 0.8095, 0.8186, 0.8081, 0.8192, 0.8156, 0.8100, 0.8000,\n", - " 0.8153, 0.8084, 0.8251, 0.8329, 0.8459, 0.7414, 0.8219, 0.8264, 0.7698,\n", - " 0.8363, 0.8025, 0.8326, 0.8098, 0.8436, 0.7903, 0.8031, 0.8301, 0.8167,\n", - " 0.8175, 0.8226, 0.8236, 0.8138, 0.8256, 0.8032, 0.8142, 0.7989, 0.7962,\n", - " 0.7929, 0.8099, 0.8329, 0.8180, 0.8417, 0.8113, 0.8084, 0.8006, 0.8147,\n", - " 0.7717, 0.8099, 0.8304], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.1420e-02, -4.3584e-02, -5.1321e-02, -1.7881e-02, -1.6400e-01,\n", - " -4.1447e-02, -1.0130e-01, -7.6611e-02, -2.9851e-02, -2.0758e-02,\n", - " -3.8105e-02, -7.7070e-02, 2.8959e-02, -6.9092e-02, -4.3256e-02,\n", - " -1.1032e-01, -9.8798e-02, -7.6895e-02, 3.0124e-03, -6.6360e-02,\n", - " -1.3483e-01, 1.5964e-02, -8.8870e-02, -1.9291e-01, -8.4387e-02,\n", - " -1.2725e-01, -1.7727e-02, -2.3704e-03, 9.2615e-02, -1.0106e-01,\n", - " -1.7752e-02, -9.1432e-03, -1.3606e-01, -1.1925e-02, -5.8445e-02,\n", - " -3.8003e-02, 2.0488e-02, -2.9804e-02, -5.8359e-02, 7.7513e-02,\n", - " 1.6296e-02, 5.6256e-02, 3.0559e-03, -7.2168e-02, -2.4050e-02,\n", - " 1.7642e-02, -3.5547e-02, -3.9565e-02, 2.7667e-03, 1.4905e-02,\n", - " -2.7630e-03, 5.1586e-03, -1.5085e-01, 4.1356e-02, -8.6902e-02,\n", - " -1.0317e-01, -6.7401e-02, 5.4526e-02, 3.0842e-03, -6.7960e-03,\n", - " -3.8079e-02, -7.2002e-02, -1.6014e-02, -6.6356e-02, -3.6658e-02,\n", - " -9.3858e-02, -3.4307e-02, -6.4775e-02, -4.0199e-02, 4.4728e-02,\n", - " 2.5514e-02, -5.3401e-02, -3.1552e-02, 2.9285e-02, -9.7129e-02,\n", - " -2.4784e-02, -9.8498e-03, -5.2236e-02, -6.4086e-02, -1.0825e-01,\n", - " -5.8000e-02, -3.9223e-02, -6.4858e-02, -1.1675e-01, -2.7759e-02,\n", - " 1.8422e-02, -7.6837e-02, -3.2016e-02, 1.8751e-02, -5.2377e-02,\n", - " 4.2717e-02, 5.9166e-02, -2.1197e-01, -2.3381e-02, -8.6102e-02,\n", - " 3.0252e-02, -9.6271e-02, -3.5818e-02, -3.6094e-02, -2.0526e-02,\n", - " -1.6319e-02, -3.4604e-02, -7.5162e-02, -1.6712e-03, -4.8561e-03,\n", - " -4.2493e-02, -2.6859e-02, 6.4850e-03, 5.6165e-02, -2.4472e-02,\n", - " 5.9780e-02, -1.7101e-02, 1.1151e-01, 8.1906e-03, -4.1190e-02,\n", - " -3.1089e-02, -5.4861e-02, -3.7645e-02, 9.1692e-03, -7.6944e-02,\n", - " 1.5835e-03, 1.0820e-02, -3.8397e-02, -1.0055e-01, -7.1724e-02,\n", - " 3.2415e-02, -2.7287e-02, -1.1316e-01, -6.8309e-03, -3.7847e-03,\n", - " -3.3509e-02, -5.8418e-02, -2.7168e-03, -3.1391e-02, 4.9704e-02,\n", - " -1.0243e-02, -7.6904e-02, -8.0674e-02, -2.9624e-02, 6.2584e-03,\n", - " -1.2334e-02, -4.6094e-02, -4.0451e-02, -1.0383e-01, -8.7742e-02,\n", - " 5.5282e-02, -1.4061e-02, -3.3179e-02, 9.8011e-03, -1.4588e-01,\n", - " -1.9476e-02, -1.1783e-01, 4.4584e-03, -1.9446e-02, -6.4196e-02,\n", - " -8.1424e-02, -5.7627e-02, -5.6912e-02, -9.6823e-02, 1.5038e-02,\n", - " -7.8415e-02, 1.6785e-02, -2.1571e-02, -3.9173e-02, -1.9632e-02,\n", - " -7.9155e-02, -1.1051e-01, -6.3610e-02, 9.3950e-02, 1.8271e-02,\n", - " 9.0010e-03, -1.6172e-02, -2.4592e-02, -9.7152e-02, -6.3678e-03,\n", - " -1.5437e-01, -6.2522e-02, -6.7425e-02, -7.5880e-02, -6.6928e-03,\n", - " 1.2346e-03, -8.9233e-02, 3.3055e-02, -9.7269e-02, -6.5462e-02,\n", - " 2.4688e-02, -1.1696e-01, -1.3782e-01, -7.0054e-02, -1.3576e-02,\n", - " 1.6856e-03, 1.2264e-01, -1.7963e-01, 1.9570e-02, -9.3462e-02,\n", - " -5.7144e-02, -4.9437e-02, -1.3460e-01, -5.2558e-02, -4.5387e-02,\n", - " 3.3210e-02, -4.4042e-02, -8.8447e-02, 1.0805e-02, 1.4834e-02,\n", - " -6.4319e-02, -8.7513e-02, -1.6867e-02, -1.0384e-01, -8.3751e-02,\n", - " 7.9677e-03, 1.5942e-02, -7.4425e-02, -1.1128e-01, -4.1676e-02,\n", - " -8.2827e-05, 2.6848e-02, -5.7732e-04, -1.7398e-01, 4.6978e-02,\n", - " -9.6235e-02, -1.4588e-01, -4.5460e-03, -6.1719e-02, 9.9410e-03,\n", - " -1.2382e-01, -4.6760e-02, 1.3691e-02, -9.6950e-02, -2.2925e-02,\n", - " 3.5738e-03, -3.7561e-02, -1.1838e-01, -3.6931e-03, 5.8162e-03,\n", - " -9.2732e-02, -1.2839e-02, -5.8549e-02, -8.7021e-02, 6.4272e-02,\n", - " -5.6604e-02, -3.4247e-02, 9.2602e-03, -1.4345e-01, -7.6901e-02,\n", - " -3.3794e-02, -2.1118e-02, -4.3932e-02, 4.7110e-02, 3.9625e-02,\n", - " -3.1458e-03, -1.9711e-01, -5.1261e-02, -4.1401e-02, -6.3544e-02,\n", - " 2.6556e-02, 2.8309e-02, -2.2077e-02, -5.2322e-02, -3.4756e-02,\n", - " -7.0890e-02, -8.6633e-03, -1.2046e-02, -4.9041e-02, -3.8275e-02,\n", - " 5.3699e-02, -3.5129e-02, -1.7065e-02, -2.6831e-02, 1.4603e-02,\n", - " -2.7500e-02, -5.6141e-02, -4.6511e-03, -9.3219e-02, -4.0949e-02,\n", - " 2.0568e-02, -4.8102e-02, -1.2007e-02, -8.0022e-03, 2.5377e-02,\n", - " -7.7940e-02, -1.0986e-01, -1.3279e-02, -2.4279e-03, 2.3367e-02,\n", - " -8.4781e-02, -1.0893e-01, -6.8696e-02, 1.7905e-02, -5.1930e-02,\n", - " -3.5093e-02, -1.9072e-02, 3.1636e-02, -1.8024e-02, -1.2744e-01,\n", - " -5.5162e-02, -9.4212e-02, -1.3663e-01, -1.0293e-01, 6.0230e-04,\n", - " -4.3148e-02, -1.0178e-01, -1.7109e-03, -2.6144e-02, -2.1645e-01,\n", - " 3.5178e-02, -2.5382e-02, -2.8011e-02, 9.5901e-01, -2.9494e-03,\n", - " -9.0453e-04, 1.2587e-02, -8.9690e-02, -7.1942e-02, -4.3016e-02,\n", - " -6.9497e-02, -3.5351e-02, -2.8883e-02, 1.9135e-03, -7.1330e-02,\n", - " 6.8395e-02, -8.1506e-02, -9.1412e-02, 9.8570e-02, -2.4205e-02,\n", - " -1.7521e-02, -4.8430e-02, -6.6839e-02, 3.5089e-04, 4.0743e-02,\n", - " -4.9949e-02, -3.2634e-02, -1.0394e-03, -1.5966e-01, 1.7261e-02,\n", - " -3.5994e-02, 1.5692e-02, -1.1129e-02, -2.0487e-02, 3.0347e-02,\n", - " -7.4344e-02, -1.2698e-01, -7.4917e-02, -8.6796e-02, -3.0172e-02,\n", - " 4.7575e-02, -6.3198e-02, 5.0222e-02, -2.0690e-02, 5.2161e-02,\n", - " 3.0246e-02, 3.2975e-02, -6.7331e-02, -3.7715e-02, -4.2033e-02,\n", - " 2.0723e-02, -5.6099e-02, -6.8373e-02, -3.4723e-02, -7.0788e-02,\n", - " -6.5211e-02, -1.5671e-02, -8.7290e-02, -2.7595e-02, -7.4387e-02,\n", - " -9.7406e-03, 2.8058e-02, -1.0312e-01, 1.1699e-02, -1.6529e-02,\n", - " 1.1808e-02, -4.1340e-03, -4.7312e-02, 5.9958e-02, 6.5942e-02,\n", - " -4.6628e-02, -8.0118e-02, 9.9502e-03, 6.0204e-02, -7.6706e-02,\n", - " -1.2670e-02, 3.0357e-01, -3.8553e-02, 3.9331e-02, -7.5549e-02,\n", - " -1.4294e-04, 7.6978e-02, -4.7003e-02, -1.8041e-02, 2.6636e-02,\n", - " -9.3341e-02, -7.3783e-02, -8.2291e-02, -1.5079e-02, -6.2193e-02,\n", - " -2.7762e-02, 7.8624e-02, 3.6665e-02, -4.7377e-02, 3.7170e-02,\n", - " 3.4689e-03, 2.3525e-02, -5.1568e-02, -9.7306e-04, 2.0503e-02,\n", - " 7.0278e-02, -4.0602e-02, -6.4565e-03, -1.1426e-01, 1.3381e-02,\n", - " -8.0679e-03, -5.7682e-03, -8.7230e-02, -5.1125e-02, 8.2540e-03,\n", - " -9.9821e-02, 5.3512e-03, 7.1646e-03, -8.9738e-02, -3.6484e-02,\n", - " -1.7408e-02, 8.2140e-02, -2.6471e-02, -3.0827e-03, 2.5158e-02,\n", - " -7.0924e-02, -2.4888e-02, 4.2149e-02, 3.2619e-02, -9.4495e-02,\n", - " -6.1789e-02, 3.6402e-02, 1.3054e-02, -1.3188e-01, 5.0196e-02,\n", - " -7.0288e-02, 2.4249e-02, 3.5636e-02, -1.7938e-02, -6.1105e-03,\n", - " -7.2878e-02, -5.9878e-02, -6.4041e-02, -6.0001e-02, -1.6376e-02,\n", - " 1.4314e-02, 4.3107e-02, -3.9263e-02, 7.4305e-03, 4.5319e-02,\n", - " -1.7731e-02, -3.7228e-02, -6.7448e-02, -6.4921e-04, -8.6211e-02,\n", - " -9.8345e-02, -2.3946e-02, -9.3151e-02, 2.0946e-02, 8.7786e-03,\n", - " -8.2961e-02, 7.9475e-02, 2.6657e-02, -8.4516e-02, -1.0197e-01,\n", - " -2.0166e-02, -7.0315e-02, 3.8408e-03, -4.6361e-02, -3.5057e-02,\n", - " -4.0438e-02, -1.8433e-03, -5.2695e-02, -3.4537e-02, -4.3734e-02,\n", - " -3.3192e-02, -1.7600e-02, -6.0209e-02, 6.6127e-02, 4.6016e-02,\n", - " -2.9241e-02, -9.6950e-02, 1.1977e-02, 3.2199e-02, -9.7293e-03,\n", - " 1.0275e-02, -1.0686e-01, -9.8203e-02, 6.0999e-02, -4.6028e-02,\n", - " -3.2522e-02, -4.7517e-03, -6.0532e-02, -8.5071e-02, -3.7084e-02,\n", - " -1.6504e-02, -1.5661e-02, -2.0879e-02, -4.8894e-02, -4.6598e-02,\n", - " -6.1904e-02, -1.0625e-01, 1.8394e-02, 2.1795e-02, -5.8515e-02,\n", - " -1.0200e-01, -4.1670e-02, -3.2738e-02, 5.2714e-02, -1.2264e-02,\n", - " 1.6913e-02, 5.1470e-03, -2.3659e-02, -9.9691e-03, -2.5182e-02,\n", - " -1.7485e-01, 3.1565e-02, -6.4276e-02, 5.7672e-02, -6.7229e-02,\n", - " 3.9541e-02, -7.8161e-02, -7.5991e-02, -1.5675e-02, -1.4640e-02,\n", - " -5.3990e-03, -1.5901e-02, 1.1666e-02, -3.2102e-02, -1.1323e-01,\n", - " -1.0573e-01, 9.7421e-03, 1.7248e-02, -5.1449e-02, -6.0619e-02,\n", - " 6.9336e-02, 2.9603e-03, -4.9532e-02, -4.8834e-02, 1.2968e-01,\n", - " -8.0988e-02, -2.2760e-02, -6.2548e-03, 8.5478e-03, -1.4290e-02,\n", - " 7.9372e-02, 6.2188e-02, -3.5120e-02, -1.4811e-01, -1.0029e-01,\n", - " 4.3165e-02, -9.8678e-03, -8.6519e-02, -4.7014e-02, -1.7904e-03,\n", - " 6.2395e-03, -1.5700e-03, -1.1849e-01, -4.7061e-02, 4.7389e-02,\n", - " 4.1923e-03, 1.1518e-02, -3.4181e-02, -3.4995e-02, 1.8302e-02,\n", - " -4.8894e-02, -1.0292e-01, -1.0939e-02, -1.5679e-02, -4.8991e-03,\n", - " -1.4730e-02, -7.4172e-02, -9.9769e-02, -6.9774e-02, 5.3765e-02,\n", - " -4.9984e-02, -8.3093e-03, 5.0251e-02, -7.0062e-02, 5.8027e-02,\n", - " 4.0691e-02, -1.2311e-01, -9.9394e-02, 8.9405e-03, -3.6755e-02,\n", - " -1.7028e-03, -2.1567e-01, -7.5262e-03, 2.3873e-03, -7.1619e-02,\n", - " -4.1938e-02, -5.7213e-03, -1.1734e-01, -4.4212e-02, -6.9653e-02,\n", - " 3.0976e-02, -5.7975e-02, -4.7747e-02, -1.6696e-02, -3.7563e-02,\n", - " -6.4246e-02, -4.0577e-02, 3.8866e-02, -8.4182e-02, -9.9732e-02,\n", - " -1.1184e-01, -4.8867e-02, -1.8814e-02, -4.3569e-02, -4.1579e-02,\n", - " -4.9621e-02, 7.4965e-03, -2.1947e-02, -5.7161e-02, 2.0182e-02,\n", - " -2.7218e-02, -2.3154e-02, -4.6928e-02, -4.6572e-02, -4.0968e-03,\n", - " -1.3607e-01, -6.0139e-02, -6.0673e-02, -9.6480e-02, -8.6164e-03,\n", - " -7.0927e-02, -1.3005e-01, 3.5161e-02, -6.2274e-02, -3.0177e-02,\n", - " -8.0625e-02, -9.1166e-02, -1.0595e-01, -1.2146e-01, -2.4532e-02,\n", - " -2.9933e-02, -4.6797e-02, -6.8383e-02, -9.3714e-02, -5.0142e-02,\n", - " 3.9761e-02, -7.9946e-02, -6.9541e-02, 2.4161e-02, -5.8912e-02,\n", - " 2.9267e-02, -5.9741e-02, -8.2343e-02, -3.8688e-02, -7.6947e-02,\n", - " -7.4565e-02, -1.2510e-01, -1.2249e-01, -7.9977e-02, 4.5576e-02,\n", - " 2.7857e-03, -8.5465e-02, -2.2420e-02, -4.0974e-02, -8.6231e-04,\n", - " -5.5679e-02, 7.6963e-03, -6.7620e-02, -1.1734e-02, -2.6037e-02,\n", - " -1.3435e-02, -8.9836e-02, -1.3692e-01, -5.6583e-02, -1.0274e-01,\n", - " -7.7381e-02, -3.2784e-02, 6.4803e-02, -6.9673e-02, -5.5963e-02,\n", - " 3.0947e-02, -1.3716e-01, -5.0707e-02, -7.8393e-02, -6.0423e-02,\n", - " -1.8074e-02, -4.3469e-02, -1.3163e-01, -4.9768e-02, 5.0433e-03,\n", - " -2.9345e-02, -7.6699e-02, -7.4855e-02, 6.9012e-02, 7.7089e-04,\n", - " 1.5322e-02, -1.6749e-03, -1.1340e-01, -3.5276e-02, -2.0100e-02,\n", - " -7.4789e-02, 2.5310e-02, -8.0904e-02, -7.2792e-06, -2.5141e-02,\n", - " -7.6270e-02, -2.9385e-02, 4.8760e-02, -5.4040e-02, -8.2840e-02,\n", - " -8.4037e-02, -7.2592e-02, -5.6304e-02, -5.0476e-02, -7.5501e-02,\n", - " -1.0276e-01, -4.1951e-02, -1.3968e-01, -5.9688e-02, 1.4012e-03,\n", - " -5.5818e-02, -3.9075e-02, -6.7160e-02, -3.8912e-02, -2.3634e-02,\n", - " 7.3393e-03, -3.4749e-02, 1.9712e-02, -5.1053e-03, -1.1495e-01,\n", - " -7.5303e-03, -3.9082e-02, 6.9267e-03, 1.8861e-02, -6.3253e-02,\n", - " -7.6206e-02, -8.5384e-02, -3.6944e-02, -1.1302e-01, -1.8959e-01,\n", - " 6.1037e-03, -1.8503e-02, -1.1168e-01, -2.7865e-02, -4.1709e-02,\n", - " -5.3059e-02, -4.2011e-02, -3.7106e-02, 1.1836e-02, -4.8356e-03,\n", - " -8.3806e-02, -2.1164e-03, -2.5173e-03, -6.6691e-02, -8.9692e-02,\n", - " 7.6497e-03, -9.7362e-03, -1.4631e-02, -1.0981e-01, 7.5289e-02,\n", - " -3.3391e-02, 1.8277e-02, -1.2190e-01, -3.1114e-02, -2.1658e-02,\n", - " -4.2312e-02, -8.4621e-02, -4.0529e-02, 1.7685e-02, 2.7051e-02,\n", - " -7.4158e-02, -5.9353e-02, -3.5528e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-2.5133e-01, -2.3753e-01, 2.5810e-02, 9.0151e-03, 1.8424e-01,\n", - " -1.0879e-01, 4.2990e-01, 1.3848e-01, 4.9509e-01, -1.9813e-01,\n", - " -5.3100e-02, 5.2677e-02, -1.1447e-01, -1.1720e-01, -1.8812e-01,\n", - " -8.9234e-02, -1.1820e-01, -6.5022e-02, 7.4269e-02, 7.4049e-01,\n", - " 1.1903e-01, -3.9947e-01, 9.2407e-02, 1.4708e-01, -8.8448e-03,\n", - " 1.4445e-01, 1.8023e-01, 1.4699e-01, -1.6035e-03, -2.4083e-03,\n", - " -2.6148e-01, 2.4620e-01, 1.7292e-01, 3.7575e-02, -1.7114e-01,\n", - " 7.0565e-02, 9.6402e-02, -8.2912e-02, 4.1820e-01, -1.2408e-01,\n", - " 7.1239e-02, 1.3781e-01, -3.0078e-01, -1.1884e-02, 4.4540e-02,\n", - " -6.2882e-01, -6.6538e-03, -1.1175e-02, -3.7410e-02, 3.2090e-02,\n", - " -4.7503e-01, 1.0927e-01, -1.0293e-01, -6.9717e-02, 1.6735e-01,\n", - " -1.0845e-01, 6.0743e-02, 2.8250e-01, 3.1952e-01, 1.6382e-01,\n", - " -1.1050e-01, -5.4506e-01, -2.8726e-02, -7.7838e-02, 1.4439e-01,\n", - " 8.5476e-02, 2.7349e-01, -1.9566e-01, -1.3484e-02, 1.4594e-02,\n", - " 5.2496e-02, 1.6613e-01, 6.1982e-02, 2.8685e-02, -2.3764e-02,\n", - " -1.1157e-02, 3.5108e-02, 9.4450e-02, 5.5991e-02, 1.0719e-01,\n", - " -9.5500e-02, 6.7253e-02, -5.2026e-02, -1.3092e-01, -1.0836e-01,\n", - " 9.4877e-03, -9.7692e-02, -8.1574e-02, -2.1601e-01, 3.8550e-01,\n", - " -3.2178e-02, 5.8457e-02, -1.0147e-01, -1.0796e-01, -3.9866e-01,\n", - " -2.0741e-01, -8.0579e-02, -4.2801e-02, -6.5430e-02, -1.3643e-01,\n", - " -7.1110e-02, 7.3352e-02, 1.1745e-01, 4.4731e-02, -1.0822e-01,\n", - " 6.8866e-02, -2.5457e-01, 2.3216e-01, 1.1959e-01, 1.2908e-02,\n", - " 5.8874e-02, -1.2171e-01, 1.8273e-01, 1.1194e-03, -7.3002e-02,\n", - " -5.9344e-03, 2.6270e-01, 1.2985e-01, 1.5573e-01, 4.2619e-02,\n", - " 7.0851e-02, 2.3211e-03, -1.4739e-01, 9.8888e-02, 8.1919e-03,\n", - " 9.8359e-02, 7.8386e-02, 5.5321e-02, 1.1128e-01, -1.9908e-01,\n", - " 1.0799e-01, 1.8662e-01, 2.2048e-01, 3.3620e-01, -4.3870e-01,\n", - " 1.1896e-01, -1.2178e-02, -7.0414e-02, -1.4871e-01, -7.0769e-03,\n", - " 2.3468e-02, -3.0648e-02, 9.2028e-02, 1.0161e-02, -7.7317e-02,\n", - " 7.4299e-02, -2.7068e-02, 4.5786e-02, -3.3060e-02, -1.6967e-02,\n", - " 1.0725e-01, 8.9467e-03, 1.2721e-01, 1.8391e-02, -2.9835e-01,\n", - " 3.2104e-01, 6.1922e-02, 2.1151e-01, -5.4954e-02, -5.9694e-02,\n", - " -5.8206e-03, 9.0642e-02, -3.3636e-01, -7.4387e-02, 4.3874e-02,\n", - " 2.0348e-01, -3.7572e-04, -7.6938e-04, 3.8537e-02, 9.1840e-02,\n", - " 2.3001e-01, 5.4248e-02, 1.9658e-01, 7.3057e-02, -3.4250e-03,\n", - " 1.0161e-01, -2.0485e-01, -4.4438e-01, -1.3771e-01, 2.4808e-02,\n", - " -5.0941e-02, -1.0131e-02, 4.5327e-02, -3.3211e-02, -4.7713e-01,\n", - " -1.6515e-02, 7.4324e-02, -7.2911e-03, -5.3092e-02, -4.1062e-01,\n", - " 1.3993e-01, 2.5817e-02, -1.0724e-01, 1.7570e-01, 2.1616e-01,\n", - " -1.5296e-01, 2.7083e-01, -1.4839e-02, -1.0560e-01, 2.0992e-01,\n", - " -4.5541e-02, -1.4404e-03, -1.0828e-01, 3.7944e-01, -4.4545e-01,\n", - " -8.3426e-02, 2.5700e-02, -1.1545e-01, 1.8037e-02, 4.5124e-01,\n", - " 4.5544e-01, -7.6599e-02, -5.1814e-01, -2.3105e-01, -3.4333e-01,\n", - " -2.5391e-01, -1.0514e-01, -6.8976e-01, -2.4903e-02, -3.0981e-02,\n", - " 1.8063e-01, -3.1927e-01, 9.7697e-03, -6.9312e-02, 6.1190e-02,\n", - " -1.1520e-01, -1.1271e-01, -2.5957e-01, -3.1717e-01, 1.0558e-01,\n", - " 4.3947e-01, -7.6503e-02, -6.4820e-02, 4.7144e-02, 1.8547e-01,\n", - " 1.5746e-01, 5.9137e-02, -7.3088e-02, -3.0072e-01, -2.0099e-02,\n", - " 3.7238e-02, 2.0446e-01, -2.6364e-02, -3.6781e-01, 1.2785e-01,\n", - " 8.3428e-02, 2.7091e-02, 5.1193e-02, -8.9677e-02, 1.0018e-01,\n", - " 6.7975e-02, 2.7182e-02, 1.7417e-01, 3.6349e-02, -1.0666e-02,\n", - " -9.7597e-02, 2.5913e-01, -2.9609e-02, -1.6502e-01, -7.2166e-02,\n", - " 4.5434e-01, 2.6722e-01, -3.1446e-02, 6.9002e-04, 1.6192e-02,\n", - " -6.9384e-02, 2.2055e-01, 2.5349e-03, -2.1836e-01, -1.3653e-01,\n", - " 7.7483e-03, -1.9766e-02, -2.4542e-01, 1.1201e-02, -8.4689e-02,\n", - " 7.7583e-02, -6.3207e-03, -2.3186e-01, -1.9485e-01, -8.5469e-02,\n", - " -1.1519e-02, -1.5356e-01, -2.7503e-01, -1.5000e-01, -1.5991e-01,\n", - " -2.1353e-01, 1.0099e-01, -9.0743e-03, -1.9906e-02, 4.0735e-02,\n", - " -5.0685e-01, 3.2613e-02, -6.7391e-01, -2.2070e-01, 9.2765e-02,\n", - " 3.0357e-02, 1.5614e-01, 1.6793e-01, -8.3079e-02, 9.9496e-02,\n", - " 9.0105e-02, -2.1119e-02, 7.3743e-02, -6.5277e-03, 1.9689e-01,\n", - " -1.6058e-01, -1.8474e-01, 1.4698e-01, -5.9425e-02, 1.6863e-01,\n", - " -2.2361e-01, 6.3453e-02, -9.1655e-03, 6.2374e-02, -6.4075e-03,\n", - " 5.7049e-02, -5.1457e-02, -3.0404e-01, -5.3524e-02, 4.3208e-02,\n", - " -7.8506e-02, -5.6192e-02, 5.7297e-02, 5.5266e-02, 9.6185e-02,\n", - " 3.4448e-02, -1.0176e-01, -1.4598e-01, 2.3241e-02, 1.3750e-01,\n", - " -2.0221e-01, -1.6544e-01, -7.1958e-02, -2.2976e-02, 3.3743e-01,\n", - " 7.9972e-02, 2.1842e-02, -1.1671e-01, 9.4836e-02, -3.4166e-01,\n", - " 1.6470e-01, -2.6415e-01, -9.4910e-02, 2.7009e-02, -3.3320e-01,\n", - " -6.8091e-01, 7.5028e-02, 6.4853e-02, 5.4892e-03, 3.9192e-01,\n", - " 1.1877e-01, 1.3241e-01, -5.7541e-01, -1.0217e-01, -1.2964e-01,\n", - " -3.0428e-01, 2.4892e-01, -1.1730e-01, -2.7766e-01, -1.9551e-01,\n", - " -4.1652e-02, 3.1863e-02, -1.6015e-01, -1.4922e-01, -2.0807e-01,\n", - " 1.5892e-01, -1.2411e-01, 2.7970e-01, 3.7367e-02, 3.3457e-01,\n", - " 1.2860e-01, -3.4058e-01, 7.1666e-02, -3.7943e-02, 7.5196e-02,\n", - " -5.3702e-02, -3.3050e-01, 3.3243e-02, 5.8255e-02, -2.9149e-02,\n", - " -2.7766e-01, -3.3492e-01, -2.9865e-01, 2.3413e-01, 1.9511e-01,\n", - " 9.4495e-03, -8.8250e-03, 1.7656e-01, -1.3726e-01, 2.3351e-02,\n", - " 1.7813e-01, 1.0284e-01, -2.5077e-02, 1.9352e-01, 6.4153e-02,\n", - " -1.0598e-01, -2.6269e-01, 5.2063e-01, -3.9139e-01, 4.4295e-01,\n", - " -1.1494e-01, -2.9420e-01, 1.9228e-02, -9.4492e-02, -4.2887e-02,\n", - " 1.7346e-01, -1.5861e-01, -5.9501e-01, -1.1564e-02, 1.4171e-02,\n", - " 8.7166e-02, -1.8183e-01, -6.6445e-02, 1.3945e-01, 2.8050e-01,\n", - " -3.1854e-01, -1.1873e-01, 2.7710e-02, -1.6822e-01, 6.1864e-02,\n", - " 1.4593e-02, -3.2407e-02, -2.0872e-01, -1.5628e-02, 1.3048e-01,\n", - " -3.9282e-01, -5.8181e-02, -1.2849e-01, -1.9700e-01, -1.3195e-01,\n", - " -2.1114e-01, 2.1549e-01, -2.7915e-01, 6.9659e-02, 6.5505e-03,\n", - " 2.4419e-01, 1.1124e-01, -8.3919e-02, 2.0721e-02, 9.5978e-02,\n", - " 6.1980e-02, 7.3541e-02, -4.3105e-01, 1.3909e-01, -7.1828e-02,\n", - " 3.4558e-01, -2.7331e-01, -2.4223e-01, -1.3868e-01, 1.1788e-01,\n", - " -1.4731e-01, 5.4330e-01, 1.1615e-01, 9.8175e-02, 1.5034e-01,\n", - " 6.9186e-02, -4.5157e-02, -1.3912e-02, -3.6525e-02, -5.7362e-02,\n", - " -4.4169e-01, -5.9358e-02, -1.2085e-01, -9.5507e-02, -7.2091e-04,\n", - " 3.9246e-02, -4.7359e-02, -1.2102e-01, 5.0623e-01, -8.3436e-02,\n", - " 1.7912e-01, 2.4099e-03, -2.1634e-01, 6.6200e-02, -1.7729e-01,\n", - " 7.1395e-02, 1.7143e-02, 5.8707e-03, 1.1266e-02, 3.5963e-04,\n", - " -1.3030e-02, -7.3621e-02, 3.7828e-02, -8.5985e-03, 1.1140e-02,\n", - " 1.4251e-01, -3.2820e-02, 6.1080e-02, -5.2495e-02, 4.8222e-02,\n", - " 3.7073e-02, -3.2947e-02, 4.4077e-02, 1.0697e-01, 4.9784e-02,\n", - " 4.4684e-03, -1.2673e-01, -2.5545e-02, -9.6202e-02, 1.1449e-01,\n", - " -2.2548e-02, -3.9202e-02, 1.2497e-03, 1.2455e-01, 1.1281e-01,\n", - " -1.9743e-02, -3.1865e-01, 1.5769e-01, 1.2117e-02, -5.8050e-02,\n", - " -8.8862e-02, 7.7172e-02, 2.2303e-02, -9.5205e-02, 1.3260e-01,\n", - " 1.7029e-01, 2.1987e-01, 7.9742e-02, -1.1708e-01, 1.0673e-01,\n", - " 5.0743e-02, 6.5151e-02, -1.0822e-01, 1.5013e-01, 7.2626e-02,\n", - " -2.4888e-02, -1.8375e-01, -9.8543e-02, -5.9293e-02, 8.6866e-02,\n", - " 9.2245e-02, 1.6372e-01, 1.0295e-01, -1.3581e-01, -1.4312e-01,\n", - " 1.1371e-02, -1.6080e-01, 1.8371e-01, -1.9611e-04, -6.9717e-02,\n", - " 1.1716e-01, 4.2109e-02, -6.3654e-02, 6.1702e-02, -5.0561e-03,\n", - " 3.2653e-03, -7.2763e-02, -1.2754e-01, -2.6196e-01, 2.0856e-01,\n", - " 8.2906e-03, 2.5825e-01, -5.1569e-02, 2.9764e-02, 1.1345e-01,\n", - " -9.0083e-02, 9.9565e-02, -1.5521e-01, 2.2217e-03, -8.9728e-02,\n", - " 5.7571e-02, -8.7458e-02, 1.5919e-01, -1.6533e-01, 2.6503e-01,\n", - " 1.6130e-01, 1.2797e-01, -1.8697e-01, 1.1448e-01, -1.6352e-01,\n", - " -2.3397e-01, -1.3850e-01, 2.6184e-01, 2.1435e-02, -7.0114e-02,\n", - " 4.2699e-02, -1.1470e-01, -2.1933e-02, 3.5323e-03, 4.1536e-02,\n", - " -8.7469e-02, 6.3322e-02, 2.2035e-01, -1.6161e-01, 4.8012e-02,\n", - " 1.4501e-01, -1.7483e-02, -8.3329e-02, 1.5702e-02, 7.2777e-02,\n", - " 3.2687e-02, -1.3523e-02, -6.9254e-02, -1.1396e-01, 1.2454e-01,\n", - " 1.6556e-01, -2.1162e-01, 4.1854e-02, 6.0914e-02, -1.4645e-01,\n", - " 1.0957e-01, -2.3107e-01, -1.0067e-01, 6.6203e-02, -7.3750e-03,\n", - " -3.0133e-03, 3.2944e-04, 3.3463e-02, 5.1293e-02, -1.6595e-02,\n", - " -8.5473e-02, 3.0555e-02, 5.9594e-03, 5.0526e-02, 2.1773e-02,\n", - " 3.4996e-02, -5.3039e-01, -2.2724e-02, 1.0150e-01, -4.6939e-01,\n", - " -1.0696e-01, -2.8999e-01, -4.9810e-02, 1.4842e-01, -8.3052e-02,\n", - " -3.4358e-01, 4.0052e-02, -5.5287e-02, 5.1120e-02, -1.4942e-02,\n", - " 1.4350e-01, 1.3931e-02, -3.3469e-03, -9.7249e-02, -2.1292e-02,\n", - " -1.0404e-01, 1.5052e-01, 1.5975e-01, -1.2644e-01, 1.6340e-01,\n", - " -1.7071e-02, -7.7784e-02, -2.0277e-01, -2.1792e-01, 4.4495e-02,\n", - " 5.0952e-02, 6.3807e-02, 1.0606e-01, 8.9483e-02, -1.9034e-01,\n", - " 1.0966e-01, 3.6922e-02, -1.0770e-01, 3.1731e-02, -1.0052e-01,\n", - " 2.2133e-01, 4.2732e-02, 8.1774e-02, 2.4072e-01, 1.2801e-01,\n", - " 8.1579e-03, 2.9192e-01, -2.3934e-01, -1.7754e-01, -5.0421e-02,\n", - " -2.9777e-02, -1.4580e-01, -4.0102e-01, -2.1320e-01, 8.7705e-02,\n", - " 1.5821e-01, -1.9396e-02, 3.5607e-02, -3.6660e-02, 4.0222e-02,\n", - " -4.8675e-03, 4.7009e-02, 9.0438e-02, 1.1703e-01, 5.8537e-01,\n", - " -2.7354e-02, 1.7577e-02, 1.8256e-01, 1.1915e-04, 1.1047e-01,\n", - " -5.5049e-01, -6.4358e-02, 2.3941e-01, -5.5972e-02, -1.9534e-01,\n", - " -1.3647e-02, -1.1374e-01, -6.3335e-02, -2.7919e-01, -1.1071e-02,\n", - " 2.6786e-02, 8.3372e-02, 6.9232e-02, 1.6047e-01, 4.4274e-02,\n", - " 6.6680e-02, 7.7027e-03, 6.3575e-02, 6.9172e-03, 9.7828e-02,\n", - " 1.0744e-01, 2.2728e-01, -1.1762e-01, 3.0240e-02, -1.0964e-02,\n", - " -2.4585e-02, 8.2362e-02, -1.5786e-02, 4.8151e-02, 8.5376e-03,\n", - " -3.5986e-02, -2.1137e-02, -1.1306e-01, 6.2723e-02, 4.1799e-01,\n", - " -2.6009e-02, 1.5687e-01, 7.7387e-02, 8.0731e-02, 7.2121e-03,\n", - " -1.2050e-01, -7.3375e-02, -4.5346e-02, -3.4477e-02, -1.4028e-01,\n", - " -1.1046e-01, 2.2811e-01, 1.3097e-01, 1.3552e-01, 1.3549e-01,\n", - " 1.5452e-01, 3.1346e-02, -9.8578e-04, -1.0980e-01, 5.0071e-02,\n", - " -2.0861e-01, 6.5557e-02, 2.0105e-01, 4.2299e-01, 7.2049e-02,\n", - " 3.2955e-03, -5.4672e-02, -9.7353e-02, -9.6388e-02, 2.2037e-02,\n", - " -7.1076e-02, -8.6735e-02, 1.2041e-01, -1.8237e-01, -7.0892e-02,\n", - " -1.0739e-01, -8.3164e-02, 1.0449e-02, 2.7633e-01, -5.9906e-02,\n", - " -2.1760e-02, -3.0034e-01, 1.0486e-01, -1.7821e-01, 2.0742e-01,\n", - " -1.8090e-02, -3.9532e-02, -1.7635e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.5669e-05, 3.4639e-03, -1.7606e-03, -6.1321e-03, -4.4075e-04,\n", - " -1.0080e-02, -3.2522e-03, -1.7675e-02, -5.4859e-03, -4.5600e-03,\n", - " -6.7883e-04, 3.8891e-03, 8.5853e-04, 6.6393e-03, 6.0413e-03,\n", - " 1.9409e-03, 5.3404e-03, 7.4494e-03, 5.1368e-03, -9.1777e-03,\n", - " -1.6565e-03, 9.4879e-03, 4.0916e-04, 6.0253e-03, 1.0542e-02,\n", - " 9.6418e-03, 2.2060e-03, 4.7364e-04, 6.9511e-03, -9.4067e-03,\n", - " 6.8628e-03, -6.1031e-03, 7.8670e-03, -2.0439e-03, 1.0763e-02,\n", - " -2.8751e-03, -2.0117e-03, 9.4138e-03, 4.1174e-04, 2.3807e-04,\n", - " -1.3319e-02, 1.6867e-03, -3.2365e-03, -3.3261e-03, -1.4689e-02,\n", - " 5.5889e-03, -1.1555e-03, 8.9306e-03, 8.7013e-03, -1.1783e-02,\n", - " -1.4563e-03, 1.1973e-03, 7.5595e-03, -2.4179e-03, 1.0672e-02,\n", - " -1.7940e-02, -1.3377e-02, -1.3433e-02, -7.3513e-03, -7.3457e-03,\n", - " -1.8622e-03, 2.7519e-03, 5.0020e-03, 1.0427e-02, -5.7135e-04,\n", - " -5.9187e-04, 4.5891e-03, -8.8726e-04, -1.2746e-03, 5.0844e-03,\n", - " -2.7057e-03, 1.3189e-03, -1.6475e-04, -1.1119e-03, 5.5985e-03,\n", - " -4.9406e-03, 3.7862e-03, -6.7875e-03, 4.6970e-04, -6.7539e-03,\n", - " 8.3364e-03, 3.7716e-03, -2.4997e-03, 8.0410e-04, 3.0885e-03,\n", - " 3.3329e-03, -6.7487e-03, 8.6840e-03, 7.7496e-03, 3.0665e-03,\n", - " 1.2676e-02, -1.0153e-02, 1.6449e-03, 3.8218e-03, -2.1450e-03,\n", - " -7.1615e-03, 6.5499e-03, 1.0837e-03, -1.3378e-03, 9.2412e-03,\n", - " 1.2090e-03, 6.1326e-03, -6.6422e-03, 2.2453e-03, 6.4785e-03,\n", - " 3.9795e-03, 2.8081e-06, -3.0143e-03, 8.1540e-03, 8.8105e-04,\n", - " 3.7542e-04, 4.9643e-03, 1.0345e-02, -3.7010e-04, -6.3191e-03,\n", - " 4.4557e-03, 7.4537e-04, 6.0964e-03, 1.9213e-03, 5.6962e-03,\n", - " -5.2435e-03, -7.7729e-03, 3.4943e-03, -2.9346e-03, 5.4009e-03,\n", - " -1.0665e-02, -3.3712e-03, -2.2596e-03, 1.5614e-03, -8.6649e-03,\n", - " 2.3536e-03, 3.8799e-03, 4.9110e-03, -5.2326e-04, -6.6357e-03,\n", - " 9.6051e-03, 6.4764e-04, -3.0169e-03, -7.9067e-03, -1.8461e-03,\n", - " 6.3218e-03, 5.9521e-04, -3.5927e-03, 8.0378e-04, -1.7673e-04,\n", - " 7.1615e-03, 3.2898e-04, 2.7382e-03, 3.2918e-03, 5.0874e-04,\n", - " 4.2694e-03, -4.7455e-03, 3.9440e-03, -4.4855e-03, -1.3361e-02,\n", - " 8.2650e-03, -3.6807e-04, 4.9181e-03, 1.2447e-04, -4.6639e-03,\n", - " 1.2016e-03, 2.8459e-03, -6.0108e-03, -4.2791e-03, 2.6216e-03,\n", - " 1.8052e-03, -2.5400e-03, 5.6218e-03, 5.3526e-03, -4.4593e-03,\n", - " 3.0894e-03, -7.7596e-04, 4.1723e-03, 1.1081e-02, 1.9043e-03,\n", - " 5.2073e-03, -7.6783e-03, -1.3204e-02, 1.3742e-04, -5.5318e-04,\n", - " 2.4090e-04, 9.6265e-04, -5.4841e-03, -4.5062e-03, -1.1912e-02,\n", - " 1.6998e-03, -7.0533e-05, 2.5611e-03, 2.7252e-03, -1.3919e-02,\n", - " 3.6957e-03, 1.3268e-03, 6.3812e-03, -3.5864e-03, -7.4739e-03,\n", - " 9.0044e-04, -1.2028e-02, 7.3490e-03, 5.6968e-03, -4.6038e-04,\n", - " 3.9802e-03, 1.0587e-02, -1.2554e-02, -7.3052e-03, 1.0297e-02,\n", - " 3.9194e-03, -4.9042e-03, -6.7571e-03, -1.7079e-03, -1.6630e-03,\n", - " 4.2663e-03, 1.1604e-03, 1.2698e-02, 6.3413e-03, -3.4935e-03,\n", - " 1.2298e-03, 1.4143e-03, 3.7145e-03, 3.5801e-03, -5.7240e-03,\n", - " -7.7197e-03, -3.2464e-03, 7.2404e-03, -2.4303e-03, 2.8287e-03,\n", - " 2.3355e-03, 1.9349e-03, 5.7983e-03, 2.7011e-03, -1.7082e-04,\n", - " -1.2821e-02, 4.9014e-03, 1.0227e-02, -3.1818e-03, -8.2275e-03,\n", - " 2.8194e-03, -6.2938e-04, -1.3993e-03, -2.1046e-03, -7.5983e-03,\n", - " 7.8048e-03, -2.4781e-03, -4.2341e-04, 4.1333e-04, -1.4549e-03,\n", - " -1.7987e-03, 1.0163e-02, -4.4163e-03, 2.0467e-03, 3.3964e-03,\n", - " 3.1573e-03, -2.0560e-03, 2.1874e-03, 2.7013e-03, -5.9836e-03,\n", - " -5.9605e-03, -9.7122e-04, -6.5404e-03, -1.3789e-02, 8.5798e-03,\n", - " 2.8332e-04, -1.7479e-03, -1.9193e-03, 6.3198e-04, 3.6983e-03,\n", - " 7.8350e-03, -1.6044e-02, -1.1651e-02, 2.0855e-03, 3.6429e-03,\n", - " 6.5784e-03, -7.7834e-03, 1.0718e-02, 3.2555e-03, -1.3430e-04,\n", - " -2.3128e-03, 3.7692e-03, 1.2252e-03, 4.8051e-03, -9.3499e-03,\n", - " -9.7817e-04, 7.9742e-03, 2.5609e-03, -2.3969e-03, 1.6685e-04,\n", - " 3.8161e-03, -3.6717e-04, 5.8441e-03, -1.2149e-03, 7.5866e-03,\n", - " 2.9462e-03, -3.6200e-03, 1.5756e-02, 4.8030e-03, -1.7517e-03,\n", - " -6.4829e-03, 2.9404e-03, -2.2235e-03, 1.3611e-02, -2.4987e-03,\n", - " 6.7100e-03, 3.3878e-03, 5.3989e-03, 6.5018e-03, -7.5397e-03,\n", - " 5.1439e-03, -4.0719e-03, -8.6506e-03, 7.8634e-04, 9.1205e-04,\n", - " 1.6826e-02, -3.8839e-03, -9.1145e-03, -1.4272e-03, 3.6729e-03,\n", - " 1.3873e-02, 6.4086e-03, 6.8559e-03, -1.3401e-03, -2.9170e-03,\n", - " -8.0480e-03, -3.3532e-03, 1.0546e-03, 7.4277e-03, -6.9164e-03,\n", - " -2.4614e-03, 9.9150e-04, 6.9982e-05, 4.1520e-03, -1.8931e-03,\n", - " -2.1256e-03, -6.2985e-03, 1.1242e-03, 1.1983e-02, 5.6493e-03,\n", - " -3.5371e-03, -1.1784e-02, -1.3236e-02, -5.7319e-03, 3.8579e-03,\n", - " 1.3528e-02, 9.3719e-03, -1.1379e-02, 4.8702e-03, -4.6602e-04,\n", - " -7.4267e-03, -9.4812e-04, 2.7112e-03, -9.7829e-04, -5.0918e-03,\n", - " 4.3031e-03, -2.1116e-04, -1.4919e-02, -4.9922e-03, -9.2904e-03,\n", - " -1.0655e-03, -3.6225e-03, -1.2977e-02, 2.3088e-03, -2.3918e-03,\n", - " -2.5506e-03, -4.9470e-04, -3.2454e-03, 4.2599e-03, -2.8124e-03,\n", - " -7.3443e-03, -7.4736e-03, 1.4808e-02, 3.8825e-03, -1.3126e-02,\n", - " 3.6597e-03, 1.1642e-03, -1.5622e-02, 3.4366e-03, -3.2052e-03,\n", - " 3.7092e-03, -8.6618e-03, 1.7725e-03, -8.1583e-03, 2.9460e-03,\n", - " 5.4536e-03, -4.1814e-03, -1.3725e-03, -1.1748e-03, -3.9166e-03,\n", - " -5.5250e-03, 7.4509e-03, 1.0152e-03, 3.5481e-03, 1.4679e-04,\n", - " -7.5373e-03, 2.4505e-03, 1.4469e-02, -9.2050e-04, -3.4448e-03,\n", - " 5.5257e-03, -1.4814e-03, -1.0224e-02, -2.8918e-04, -5.2960e-03,\n", - " -3.7574e-03, -6.6488e-03, -1.1604e-02, 4.2734e-03, 1.1483e-02,\n", - " -2.2237e-03, -5.5621e-03, -1.6145e-03, -2.9224e-03, -1.5351e-03,\n", - " 1.2854e-02, -7.4421e-03, 7.5455e-03, -2.4450e-03, 9.4793e-03,\n", - " -6.1770e-03, -7.1172e-03, 1.0471e-02, 7.8631e-03, -1.3038e-03,\n", - " 3.3504e-03, 8.5362e-03, -1.0477e-03, -3.8880e-03, -2.4888e-03,\n", - " 4.9368e-03, -8.1197e-03, 9.9427e-04, -4.7025e-03, 4.1713e-03,\n", - " -7.2387e-03, 6.6660e-03, -2.8491e-04, -1.2936e-02, -6.7687e-04,\n", - " -2.5540e-03, -4.1334e-03, -2.4108e-03, -5.5863e-03, 1.6830e-03,\n", - " 8.4679e-03, 3.2575e-03, -3.3480e-03, 5.7803e-03, 6.6457e-03,\n", - " -1.2165e-03, 1.1336e-02, -9.1204e-04, -9.3450e-03, 1.4828e-03,\n", - " -1.4581e-03, 2.0117e-02, -2.2350e-03, 6.7275e-03, 5.0853e-03,\n", - " -6.8267e-03, -4.5125e-03, 8.5065e-03, 2.9726e-04, 2.6864e-03,\n", - " -1.0950e-02, -2.3379e-03, 1.8809e-03, 3.9471e-03, -5.5182e-03,\n", - " -8.8502e-03, -1.0496e-02, -4.1959e-03, 1.0171e-02, 6.4402e-03,\n", - " 7.6755e-03, -7.6814e-04, 3.3936e-03, -6.1212e-04, -2.8144e-03,\n", - " 3.6434e-03, -1.8301e-03, -3.5509e-03, -1.2277e-03, 7.5024e-03,\n", - " 2.6931e-03, -5.8733e-03, 6.2162e-03, 9.3946e-04, 1.1192e-02,\n", - " -2.1002e-03, -1.1239e-02, 6.0676e-03, -1.4406e-03, -5.8555e-04,\n", - " -9.2073e-03, -9.7838e-03, 7.4165e-04, 4.0356e-04, 5.3463e-03,\n", - " 4.1307e-04, -9.0878e-03, -6.8219e-04, 7.6987e-03, 5.8444e-03,\n", - " -2.4530e-03, 7.1749e-03, 1.0216e-02, 1.9995e-04, -2.6142e-03,\n", - " -3.2511e-03, -3.0014e-03, -1.8648e-03, 2.3605e-03, -5.5304e-03,\n", - " -4.4011e-03, 2.6851e-03, 9.9579e-04, 6.2637e-03, 9.9530e-05,\n", - " 3.2087e-03, 3.1528e-03, -1.1184e-03, -5.3084e-03, -6.1962e-03,\n", - " -3.9060e-03, -1.9280e-03, 4.5608e-03, -5.9172e-03, 6.8239e-04,\n", - " -7.0322e-03, 3.1807e-03, 8.3071e-03, 3.0717e-03, 1.7928e-03,\n", - " -8.4107e-03, 2.5259e-03, -1.8203e-03, 4.1147e-03, 4.0052e-03,\n", - " 2.2913e-03, 5.9351e-03, -1.4575e-03, -1.0328e-03, -7.5893e-04,\n", - " -3.8978e-03, 5.9926e-03, -1.9657e-03, -3.6788e-03, 3.4157e-04,\n", - " 5.4530e-03, 1.3763e-03, -1.0285e-03, -7.5862e-03, 6.7878e-03,\n", - " -5.5648e-03, 2.2531e-03, 2.8556e-03, -2.9084e-03, -6.7986e-03,\n", - " 6.1615e-04, 8.0604e-03, 1.0222e-03, 3.4316e-03, -2.2939e-03,\n", - " -2.2121e-03, -3.5766e-03, -2.5128e-03, 3.3710e-03, 1.0341e-03,\n", - " -6.1566e-05, 1.2589e-04, -7.8522e-03, -1.0214e-03, 5.0569e-03,\n", - " -8.7669e-03, -1.9756e-03, -2.2227e-03, -3.5058e-03, -1.1899e-03,\n", - " -8.6366e-03, -2.2831e-03, -1.0249e-02, -8.4824e-03, 1.5228e-02,\n", - " 1.2078e-02, 1.0698e-02, -1.5696e-02, -8.6756e-03, 1.7731e-02,\n", - " -7.0623e-03, -1.3727e-02, 1.0227e-02, 5.0372e-03, 1.5536e-02,\n", - " -5.2715e-03, -5.0985e-03, -4.4135e-05, 2.4728e-03, 8.3796e-03,\n", - " 8.3047e-03, -5.1402e-04, -1.6888e-02, 4.7402e-03, 5.0533e-03,\n", - " -3.9051e-03, -1.0703e-02, 8.8101e-03, -1.8548e-04, -1.6051e-02,\n", - " -4.2856e-04, -6.6881e-04, -9.1617e-03, 1.6202e-02, -7.0617e-03,\n", - " 3.6559e-03, -7.1025e-03, 3.8613e-03, 7.1007e-03, -5.0604e-03,\n", - " 2.0519e-04, 2.5296e-02, 1.1119e-02, 1.0369e-02, 7.6319e-03,\n", - " 3.4981e-03, -1.0297e-02, 2.0773e-03, -1.1659e-02, 1.2977e-02,\n", - " 1.3192e-02, 1.1362e-02, 1.0453e-03, -1.1043e-02, 4.3622e-03,\n", - " 1.6621e-03, -1.9261e-03, -1.7855e-02, -1.3278e-03, 3.3072e-04,\n", - " 4.7950e-03, -1.2542e-03, 4.9145e-03, 7.5284e-03, -2.4942e-03,\n", - " 9.9862e-03, 8.0355e-03, 4.3321e-03, 1.2416e-02, 7.6399e-03,\n", - " -5.3839e-03, 9.1466e-03, 6.4775e-03, 1.3486e-05, 1.3839e-02,\n", - " -4.8555e-03, 8.9237e-03, -2.0714e-03, -6.5818e-03, 9.0126e-03,\n", - " 3.9993e-03, 1.2369e-03, -5.7534e-03, 5.8314e-04, 5.8248e-03,\n", - " -6.6138e-03, 1.6026e-03, -3.4453e-03, 2.2482e-03, -3.3122e-03,\n", - " 1.3418e-03, -4.8673e-03, -6.7421e-03, 5.9645e-03, 1.9944e-03,\n", - " -1.2827e-02, 8.6705e-03, -3.8243e-03, 1.5297e-02, 9.7478e-03,\n", - " 6.2413e-03, 1.3095e-02, 2.4084e-03, -1.6346e-03, -3.4337e-04,\n", - " -1.0026e-02, -7.6160e-03, 2.2998e-03, 5.1670e-03, 5.2094e-03,\n", - " -7.5608e-03, -3.7930e-03, 7.8396e-03, 6.9957e-03, -8.3375e-03,\n", - " -4.4893e-04, 2.5849e-03, 1.5873e-02, 1.2561e-03, -1.8992e-03,\n", - " -4.4821e-03, -4.4094e-03, -1.2212e-03, -6.3208e-04, 9.6256e-03,\n", - " -9.2272e-03, 4.8028e-03, -2.5373e-04, -1.4593e-02, 9.2847e-03,\n", - " 7.9161e-03, 6.9568e-03, -7.4314e-03, -2.7165e-03, 1.6280e-03,\n", - " 1.3595e-03, 5.6553e-04, -4.0750e-03, -4.2465e-03, -1.0115e-02,\n", - " -8.1923e-04, -5.6878e-03, 3.0217e-04, 3.3321e-03, 2.0782e-02,\n", - " -8.8998e-04, 4.1258e-03, 8.7113e-03, 4.5791e-03, 1.1935e-02,\n", - " -1.4454e-02, -1.8066e-02, -4.8329e-03, 1.7725e-03, -4.7939e-03,\n", - " 3.5011e-03, 8.5801e-03, 1.5569e-03, 6.5397e-03, 7.0527e-03,\n", - " 3.2847e-03, -1.2555e-02, 1.2475e-02, -1.1344e-02, -9.0128e-03,\n", - " 1.2159e-02, -7.6919e-03, 1.1240e-02, 1.8667e-02, 1.2395e-03,\n", - " 7.6517e-03, -6.0298e-03, 1.4258e-03, -4.3236e-03, -2.0976e-03,\n", - " -5.3602e-03, -4.0874e-03, 5.4110e-03, -1.4780e-02, -1.0553e-02,\n", - " -2.2428e-03, -9.1313e-03, 6.3676e-05, 7.1968e-03, 7.4263e-04,\n", - " 9.9307e-03, -7.7033e-03, 4.0412e-03, -1.1465e-04, 1.6323e-03,\n", - " 5.1087e-04, -6.3132e-03, 1.1255e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.8928e-02, 6.4250e-03, -3.6087e-02, 2.6427e-03, -2.4520e-02,\n", - " 8.7106e-03, -5.2263e-03, -2.2136e-02, 3.4373e-02, 3.5794e-02,\n", - " -3.1631e-04, 6.7685e-03, 2.2678e-02, 2.4428e-02, 2.0456e-02,\n", - " -1.5665e-02, -1.0588e-02, -2.9597e-02, -5.0205e-02, -2.0843e-02,\n", - " 9.0527e-03, -1.8869e-02, -1.0835e-02, 2.6565e-02, -2.4591e-02,\n", - " -6.7504e-03, 1.1461e-02, 1.0154e-02, -1.3511e-02, -3.5687e-02,\n", - " -2.2666e-02, -4.1856e-02, -5.6255e-03, -1.4619e-02, -4.9571e-03,\n", - " -4.4483e-02, -1.5654e-02, -2.3084e-02, 4.6396e-02, 5.0769e-02,\n", - " 4.8610e-02, -3.5109e-02, -1.9492e-02, 3.9821e-02, -4.1494e-02,\n", - " 2.3204e-02, 9.3603e-03, 4.3165e-02, -2.0589e-02, -4.0228e-02,\n", - " 3.1040e-02, -3.6712e-02, -1.8791e-03, 1.1276e-02, 2.2171e-02,\n", - " -2.2295e-03, 4.1345e-02, 4.4782e-02, -2.3902e-02, -1.9803e-02,\n", - " 3.0908e-02, 4.6999e-02, 4.9401e-03, -1.8596e-02, 3.1769e-03,\n", - " -3.6414e-02, -1.8910e-02, -1.8486e-02, -5.0802e-03, -6.0217e-02,\n", - " -4.5932e-02, -2.8969e-02, -1.1005e-02, -1.0525e-02, -1.4149e-03,\n", - " -1.8349e-02, 2.3009e-02, -3.4443e-03, 3.1566e-02, -2.4087e-02,\n", - " -1.1097e-01, -1.6259e-02, -3.5101e-02, 2.4543e-03, 7.8738e-03,\n", - " 9.0377e-03, 7.8583e-03, -2.3818e-02, 4.1421e-02, -1.8989e-02,\n", - " 3.3224e-02, 1.1954e-02, -2.7115e-02, 6.1054e-03, -6.7557e-02,\n", - " -6.5072e-03, 2.0453e-02, -2.7065e-02, -1.3757e-02, 2.4586e-02,\n", - " 3.7516e-02, -5.5119e-02, -1.2433e-02, 1.8206e-02, 3.5419e-02,\n", - " -3.3227e-02, -1.5576e-03, -6.2497e-03, -1.2372e-03, -1.9339e-03,\n", - " 4.9021e-02, 3.1425e-03, -1.1345e-02, -3.4212e-02, -1.3097e-02,\n", - " -1.0403e-02, 4.5694e-02, -8.8458e-04, -4.3328e-03, -5.0483e-02,\n", - " -6.2608e-03, 7.8077e-03, 4.5732e-03, -1.6242e-02, 2.9126e-02,\n", - " 2.6558e-02, 1.5598e-02, -2.8107e-02, -6.7817e-03, -5.5727e-02,\n", - " -5.5943e-02, 3.4623e-02, -4.2297e-02, 7.5304e-02, -4.2679e-01,\n", - " 2.4294e-02, -3.4287e-02, -9.9917e-02, -7.4658e-02, 1.9612e-02,\n", - " 3.0210e-02, 2.5270e-02, 1.4531e-01, -1.1318e-02, 9.7475e-03,\n", - " 6.7754e-03, -2.6597e-02, 7.5265e-02, 2.6959e-02, -1.2919e-01,\n", - " -8.1433e-02, -7.9527e-02, 1.0795e-01, 3.0857e-02, 6.1545e-02,\n", - " 9.1433e-02, -1.4918e-02, -8.5770e-03, -1.5583e-02, -6.5840e-02,\n", - " 7.1247e-03, -1.0344e-01, 5.5598e-02, -1.9210e-02, 9.9015e-02,\n", - " -5.3722e-02, -5.1335e-02, 9.4339e-02, -1.1485e-01, 3.4818e-02,\n", - " 2.9176e-02, -1.1607e-01, -4.2199e-02, 7.5650e-02, -2.7296e-02,\n", - " -7.2096e-03, 6.3197e-02, -1.1070e-01, 5.4696e-02, 4.4346e-02,\n", - " 8.9871e-02, -6.7862e-02, -6.2581e-03, 8.5896e-02, 9.1326e-02,\n", - " 4.3400e-03, 1.1918e-01, 9.5094e-02, -2.4699e-02, 2.3946e-01,\n", - " -2.2072e-02, -3.0153e-02, 3.1778e-02, -1.5740e-02, -1.1354e-02,\n", - " 8.0509e-03, -8.9999e-03, 3.4853e-03, 1.5241e-03, 2.9698e-03,\n", - " 8.5340e-03, -5.7973e-03, -1.3635e-03, 5.4865e-03, 9.7192e-03,\n", - " -7.6736e-04, -1.0212e-02, -7.6212e-03, 1.3071e-03, 2.6827e-03,\n", - " 6.7219e-03, -2.2823e-02, -3.4491e-02, -2.0765e-02, -2.3974e-03,\n", - " -5.9103e-03, 2.0696e-02, -1.4267e-02, -9.0430e-03, 1.9152e-02,\n", - " -1.3758e-02, 1.2699e-02, -3.0979e-03, 1.1826e-03, 1.3063e-02,\n", - " -1.9296e-02, -1.4987e-03, 1.5602e-02, -4.0193e-03, -1.6374e-02,\n", - " 3.6784e-03, -8.1125e-04, 1.2639e-02, -3.3293e-02, 2.7097e-02,\n", - " -2.9319e-03, -2.4749e-03, -5.6019e-03, -1.8659e-02, 1.9774e-02,\n", - " -6.0444e-03, 1.0730e-03, -8.9020e-03, -2.4519e-02, -2.5099e-03,\n", - " 2.0677e-02, 8.0127e-03, -1.4672e-02, 1.3346e-02, -1.2279e-03,\n", - " -7.8777e-03, -3.3122e-03, 1.4286e-02, -1.3947e-02, -4.0466e-03,\n", - " -1.1798e-03, -2.1179e-02, 1.5195e-02, 1.5099e-02, 2.6390e-02,\n", - " 1.9045e-02, 7.4747e-02, -8.9122e-03, -3.7042e-02, -2.7115e-02,\n", - " -1.9907e-02, -1.1937e-02, 2.2061e-02, 1.7673e-02, -5.9050e-03,\n", - " -1.6134e-02, -2.8610e-02, -3.0203e-02, -2.8072e-02, 4.6289e-04,\n", - " 4.6101e-02, -4.6684e-03, -1.4187e-03, -1.9440e-02, -4.0631e-04,\n", - " -2.7333e-03, 3.6234e-03, 2.4783e-02, -1.0866e-03, 6.2653e-02,\n", - " -2.6466e-02, -4.0583e-02, -4.7600e-02, 1.9036e-02, 2.7644e-02,\n", - " -2.0271e-02, -2.3650e-03, -2.9081e-02, 3.3822e-03, 2.0345e-02,\n", - " -3.2979e-02, -3.2419e-02, -9.1740e-03, 7.2888e-03, 3.4267e-02,\n", - " -2.2923e-02, -1.5664e-03, -6.4432e-02, -2.2636e-02, 5.3572e-03,\n", - " 5.7717e-02, 1.5846e-02, -3.2223e-02, 4.9981e-02, 3.5354e-02,\n", - " -1.4878e-02, -7.6492e-03, -3.0729e-02, -1.5768e-02, 6.8971e-03,\n", - " 1.8376e-02, -1.5886e-02, 1.3967e-02, 2.2513e-02, -3.2362e-02,\n", - " 4.6240e-02, -4.6268e-02, -1.6453e-02, 8.6345e-02, -6.8723e-02,\n", - " -2.5146e-02, 1.8445e-02, -5.0425e-02, -1.0186e-02, -1.2901e-02,\n", - " 7.1878e-02, -2.9980e-01, 3.0242e-02, -1.0435e-02, 1.9748e-02,\n", - " -3.3232e-02, 2.0121e-01, -5.1763e-03, -1.6922e-02, -9.9091e-03,\n", - " -7.6954e-03, 5.2974e-02, 3.2717e-02, -8.2579e-03, 1.1296e-01,\n", - " 5.8338e-02, 1.8630e-02, -1.1507e-01, -8.3062e-03, -1.2145e-02,\n", - " 6.2234e-02, 3.5365e-02, 1.2263e-01, 8.5265e-02, -1.4460e-02,\n", - " -2.5631e-02, 5.5174e-02, 4.0320e-02, -2.9446e-02, -5.3710e-02,\n", - " -7.9709e-02, 2.7282e-02, -3.4947e-02, -2.9093e-02, 8.3831e-03,\n", - " 2.3203e-02, -4.2313e-02, 3.2532e-02, -8.5227e-02, 5.8802e-02,\n", - " 4.7500e-02, 3.7399e-02, 4.7554e-02, -1.1786e-01, 1.9795e-02,\n", - " -5.1543e-03, -1.1492e-02, 7.3882e-02, 3.9120e-03, 5.0728e-02,\n", - " -2.5778e-03, 8.7140e-02, -2.6789e-02, 3.5548e-02, 2.4353e-02,\n", - " 8.3703e-02, 1.6824e-02, 4.5147e-02, -1.4918e-02, -6.7792e-02,\n", - " -6.0514e-02, -2.3853e-02, 2.8170e-02, 8.5863e-02, -7.8028e-02,\n", - " 3.8012e-02, 5.1415e-02, -2.2834e-03, -8.8016e-03, 1.1854e-02,\n", - " 5.6361e-02, -3.5936e-02, -4.4917e-01, 1.2718e-01, -1.3418e-02,\n", - " -8.1954e-02, -1.7587e-02, -2.5649e-02, 6.2907e-02, -9.0576e-02,\n", - " 5.8267e-02, -1.6562e-03, -5.4279e-02, 7.1114e-03, 1.5910e-02,\n", - " 4.9400e-02, 6.2086e-02, -1.2349e-03, -4.9103e-02, 5.0096e-02,\n", - " -1.5162e-02, 6.2128e-02, -7.0462e-02, 4.6906e-02, -1.8102e-02,\n", - " -4.2066e-02, 7.2862e-02, -4.7973e-03, -7.8128e-02, -5.5631e-02,\n", - " -5.8616e-02, -2.1139e-02, 4.8331e-02, 1.9620e-02, 2.0710e-02,\n", - " 1.6144e-02, -1.5017e-02, -2.1188e-02, 3.2937e-02, -9.5130e-02,\n", - " 1.0705e-01, 4.7056e-03, 4.0160e-03, -9.2210e-03, -8.2552e-02,\n", - " -1.2056e-01, 2.9885e-02, 4.2291e-02, 7.5424e-03, -2.6417e-02,\n", - " 1.8278e-02, 6.5671e-03, -1.9314e-02, 1.1234e-02, 8.9791e-04,\n", - " -3.0367e-03, 1.3187e-02, 3.4200e-02, 1.0998e-02, 1.1461e-02,\n", - " 1.2755e-02, 4.1092e-02, -1.9407e-02, -1.0985e-02, 1.1463e-03,\n", - " -1.1716e-02, -2.0257e-02, -1.6552e-03, 3.5298e-03, -1.4161e-04,\n", - " 2.6267e-02, 9.5245e-03, -2.6921e-02, 1.1993e-02, 1.9397e-02,\n", - " -2.6265e-02, 2.3255e-02, 2.3587e-02, 2.6331e-02, 2.9057e-02,\n", - " 2.0335e-02, -8.5442e-03, -6.6706e-03, 1.3002e-02, -1.4796e-02,\n", - " 3.8096e-02, -1.4293e-03, -1.0802e-02, 2.2532e-02, 1.6324e-02,\n", - " 3.3287e-03, -2.5329e-03, 8.0914e-03, -1.5704e-02, -8.1367e-03,\n", - " 8.0492e-03, 6.3210e-03, 1.2887e-02, -1.5570e-02, -1.6245e-02,\n", - " 3.7748e-03, -9.4684e-03, 5.1092e-03, -1.5236e-03, -7.8516e-03,\n", - " 3.0148e-02, -4.6574e-03, -1.5652e-02, -1.8414e-02, -4.8857e-03,\n", - " 1.2938e-02, 1.3619e-03, 1.6399e-02, 3.7851e-02, 4.8976e-04,\n", - " 2.2249e-03, 3.5374e-02, -4.6371e-02, 3.1519e-02, 1.1191e-02,\n", - " 3.5942e-02, -3.4612e-03, -8.5393e-03, -1.8504e-02, 1.7272e-02,\n", - " 5.3372e-02, -1.5619e-02, -2.8099e-02, 1.0773e-03, 2.1760e-02,\n", - " 3.8248e-02, -4.7646e-03, 1.9283e-02, -6.7653e-03, -1.7880e-02,\n", - " 3.9084e-03, 3.5228e-02, 3.6506e-03, 7.3232e-03, 3.7074e-03,\n", - " 1.6152e-03, 2.7036e-02, -1.6412e-03, -4.4253e-03, -2.2397e-03,\n", - " 1.6211e-02, 4.3293e-03, 2.4323e-03, -2.3251e-02, 2.2354e-02,\n", - " 8.7723e-03, -1.9025e-02, -2.3427e-02, -1.9457e-02, 1.3040e-02,\n", - " 9.2839e-03, 1.6676e-02, -2.2715e-02, -4.9381e-02, -5.5905e-03,\n", - " -2.1866e-02, 1.8809e-03, 9.7890e-03, 1.1617e-02, -8.3639e-04,\n", - " -5.8671e-03, 3.4291e-04, -1.1437e-02, 2.5190e-02, -2.4310e-02,\n", - " -1.4565e-03, -3.8908e-03, -1.8908e-03, 2.8558e-02, 1.2183e-03,\n", - " 1.4245e-02, -8.8100e-03, -7.2727e-03, 9.8439e-03, -5.1429e-03,\n", - " 1.3028e-02, 1.3599e-02, -1.2123e-02, 1.0412e-02, -1.2215e-02,\n", - " -2.3549e-02, 3.0077e-02, 3.0083e-02, 1.9948e-02, 3.1362e-02,\n", - " 1.7224e-02, -1.7492e-02, -2.5001e-03, -2.3100e-02, -3.4183e-02,\n", - " 3.3668e-02, 1.1798e-02, -1.8933e-02, -4.0789e-02, -1.0059e-02,\n", - " -1.2587e-02, -5.6057e-02, -1.6766e-03, 8.0958e-03, 2.1528e-02,\n", - " 2.4575e-02, -1.1000e-02, -3.1954e-03, 2.3998e-02, -2.5706e-02,\n", - " -1.9263e-03, -3.0089e-02, 1.5664e-04, 1.4320e-03, -2.1507e-02,\n", - " -8.3506e-03, -3.6538e-02, 2.6479e-02, -5.2093e-03, -3.3479e-02,\n", - " 6.4125e-03, 1.4397e-02, 1.0152e-02, 8.6905e-03, -4.0108e-02,\n", - " -1.3341e-02, -1.9673e-02, 2.5824e-02, 1.6806e-03, 4.4675e-02,\n", - " -2.8879e-03, 2.0816e-02, -7.2220e-03, -2.1220e-02, 1.8921e-02,\n", - " 1.0352e-02, 3.5896e-02, 3.2982e-02, -1.2306e-02, -2.5565e-02,\n", - " 1.2702e-03, 5.2482e-03, 1.0748e-02, 1.0445e-02, -4.2175e-02,\n", - " -2.8956e-02, -9.8441e-03, 4.5921e-02, 5.3678e-03, 1.0464e-03,\n", - " 2.0961e-03, -3.3961e-02, -1.7477e-02, 1.2072e-02, 4.0617e-03,\n", - " 1.6742e-02, 4.2408e-02, -2.6830e-02, -1.9307e-02, -1.3830e-02,\n", - " -2.1352e-02, -1.7830e-02, 5.1964e-03, -9.1431e-03, 3.2547e-03,\n", - " 2.3162e-02, -6.5850e-03, -4.5545e-03, -1.3545e-02, -3.3110e-03,\n", - " 1.2560e-02, -1.8602e-02, -8.0113e-03, 7.2269e-03, -2.9990e-02,\n", - " -2.8031e-02, -1.7690e-02, -1.5990e-02, -4.3190e-03, 5.8396e-03,\n", - " 2.2739e-02, -1.1243e-02, -2.3899e-02, -9.9552e-03, -3.2969e-03,\n", - " 2.5843e-04, -5.0730e-03, -1.7659e-02, -2.7961e-02, -3.1366e-02,\n", - " -3.4438e-02, -1.9468e-02, 8.3128e-03, 1.5317e-02, -1.7636e-02,\n", - " -3.9919e-03, -3.8846e-03, 1.1868e-03, -6.3348e-03, 2.9717e-02,\n", - " -5.9271e-03, -2.4939e-02, 9.1898e-03, -6.9647e-03, 7.7740e-02,\n", - " 8.2349e-03, -1.8818e-03, -2.0718e-02, -3.8484e-02, 2.0732e-02,\n", - " -1.1053e-02, -1.8700e-02, 3.6481e-02, 1.5331e-02, -9.2603e-03,\n", - " 3.8407e-02, 1.4102e-02, -4.8100e-02, 8.3475e-03, -2.5904e-02,\n", - " -1.7927e-02, 4.1530e-04, -2.4523e-02, 7.8518e-03, 2.7492e-02,\n", - " -1.4832e-03, 4.7044e-03, -3.0004e-02, -3.1918e-02, -2.3863e-03,\n", - " 5.4427e-02, 6.8771e-03, 1.7696e-02, 2.0295e-02, 2.0656e-02,\n", - " -3.5771e-02, 4.6067e-02, -2.5592e-02, -8.0864e-03, 3.8550e-02,\n", - " 4.9336e-02, 1.3200e-02, 3.2137e-02, 5.6092e-02, 4.0812e-04,\n", - " -3.7615e-02, -4.6335e-02, -8.1233e-03, -3.0353e-02, -2.1916e-02,\n", - " -6.1130e-02, -1.6654e-02, 1.8767e-02, 5.5183e-02, -1.5565e-02,\n", - " 6.1049e-02, -6.5147e-02, -1.6593e-02, 1.8497e-02, -6.0566e-03,\n", - " 3.2047e-02, -2.2300e-02, 4.6605e-02, 2.9127e-02, -4.0899e-03,\n", - " -1.8908e-02, -1.2942e-02, 1.4077e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.4681e-02, -5.4066e-02, -6.2891e-02, 4.4840e-03, 2.4082e-02,\n", - " -7.3098e-02, -2.9787e-02, 4.5154e-03, -1.3620e-02, -3.0817e-02,\n", - " 4.0890e-02, -6.8334e-04, 2.9737e-02, -2.7498e-02, 2.0787e-02,\n", - " -1.0357e-01, -7.0940e-02, -7.5689e-02, 2.5420e-02, -2.7607e-02,\n", - " -7.9087e-02, 2.3951e-02, -6.2280e-02, -5.3199e-02, 1.2222e-02,\n", - " -3.9758e-02, 3.4428e-02, -2.7722e-02, 3.9835e-02, -5.5624e-02,\n", - " 2.7014e-03, -1.2508e-02, -8.2543e-02, 5.5015e-02, 4.0294e-04,\n", - " 2.5569e-02, 4.4042e-04, 5.6152e-02, -3.2360e-02, -4.6095e-03,\n", - " 2.6647e-02, 1.9164e-02, 2.1054e-02, -2.9984e-02, 4.1976e-02,\n", - " -1.4949e-03, -7.2505e-03, -4.2456e-02, 6.2808e-02, -1.1283e-02,\n", - " 5.2470e-02, -1.4231e-02, -9.6822e-02, 3.6358e-03, 4.6504e-02,\n", - " -1.5774e-02, -3.9079e-02, 4.1418e-02, 8.9697e-03, 7.3899e-02,\n", - " -1.9247e-02, 9.2285e-03, 2.2218e-02, -8.3857e-02, -3.0109e-02,\n", - " -9.7241e-03, 1.9096e-02, -1.4194e-02, -9.5801e-03, 4.7747e-02,\n", - " 2.3901e-02, -6.0742e-02, -1.5152e-02, 4.6145e-02, -7.9244e-02,\n", - " 1.1301e-01, 6.3320e-02, -8.3932e-02, -6.8041e-02, -5.4522e-02,\n", - " -6.2869e-02, 2.4266e-02, 9.2899e-04, -5.1252e-02, -5.6326e-02,\n", - " -5.5143e-03, 3.1643e-03, 1.1350e-02, 7.5113e-03, 3.6056e-02,\n", - " -1.0175e-03, 3.0507e-02, -1.5428e-01, -3.4266e-02, 4.4927e-02,\n", - " 6.1221e-03, 1.4266e-02, 2.0828e-03, -3.4110e-02, 1.4717e-02,\n", - " 2.1498e-02, -1.0509e-02, -8.6130e-02, 6.4144e-02, -2.4359e-03,\n", - " 7.6318e-03, 8.3538e-03, -2.1387e-02, 8.3970e-02, -1.0363e-02,\n", - " 3.9162e-03, 5.5387e-02, 6.2889e-03, 5.4142e-03, 2.0808e-02,\n", - " -2.4140e-02, -3.9297e-03, 5.0387e-02, -3.3358e-02, -6.9041e-02,\n", - " -2.7131e-02, 6.5914e-02, 1.5775e-02, -1.0327e-01, -4.7423e-02,\n", - " 2.3013e-02, -3.2198e-03, -1.6355e-02, 3.5229e-02, 8.8725e-02,\n", - " 6.2658e-03, -1.1406e-02, -7.4799e-02, -7.7722e-02, 1.6772e-02,\n", - " 1.3844e-02, -1.0805e-01, -2.7898e-02, -2.1714e-02, -1.0015e-01,\n", - " 2.0424e-02, -4.7858e-03, -2.3213e-02, 5.2894e-03, -6.1647e-02,\n", - " 5.1289e-02, -1.2153e-02, 5.2169e-02, -1.0038e-02, -4.7817e-02,\n", - " 9.6150e-02, 2.2410e-02, 1.3261e-02, 6.4548e-03, 2.2933e-02,\n", - " -3.2256e-02, -3.3254e-02, -3.7654e-02, -1.7746e-02, -8.6890e-02,\n", - " -3.2358e-02, 2.4124e-03, 2.0466e-02, 5.1601e-02, -2.6273e-03,\n", - " 1.7871e-02, -6.0208e-02, 5.2685e-03, 7.7299e-02, 1.0162e-03,\n", - " -3.0960e-02, 2.9450e-02, 3.6294e-02, -2.8493e-03, -1.3697e-02,\n", - " -3.4026e-02, -2.7654e-02, 2.6397e-02, 6.0340e-02, 4.1470e-02,\n", - " -4.1489e-03, -2.2562e-02, 2.7738e-02, -6.5800e-04, -7.8615e-03,\n", - " 5.4576e-02, -4.1042e-02, 2.7778e-02, -1.0358e-01, 7.5783e-03,\n", - " 2.7314e-02, 1.1898e-01, -6.1984e-02, 4.0939e-02, -3.7525e-02,\n", - " -1.1893e-01, -4.1150e-02, -1.0247e-01, -4.8443e-02, 5.7311e-02,\n", - " 7.1129e-02, -6.8642e-02, -1.4135e-02, 9.7113e-02, 2.3788e-02,\n", - " 5.8958e-02, 4.3074e-02, -4.6767e-02, -7.6072e-03, -3.2971e-02,\n", - " -4.9040e-02, 5.1826e-02, 9.0072e-03, -6.2082e-02, -1.6710e-02,\n", - " -5.8393e-03, 1.0344e-01, 5.7900e-02, -5.9893e-02, 6.6854e-02,\n", - " 2.9629e-02, -3.9012e-02, -3.8866e-02, -7.6514e-02, -1.1047e-02,\n", - " -9.2434e-02, -2.5678e-02, 6.9779e-02, -6.4792e-02, 2.5517e-02,\n", - " 6.7643e-02, -1.5618e-02, -5.4297e-02, 6.3464e-02, 2.3966e-03,\n", - " -2.5232e-02, -4.6245e-02, 5.8592e-02, -9.2165e-02, 3.8205e-02,\n", - " -2.9618e-02, -8.0456e-02, 1.1557e-01, 2.0671e-02, 6.8024e-02,\n", - " -1.4486e-02, -5.8533e-02, 5.5495e-02, 4.8581e-02, -2.6991e-02,\n", - " 1.0926e-02, -1.9179e-01, -5.8153e-02, -2.8856e-02, -1.1110e-01,\n", - " 7.6401e-02, 3.4105e-02, 3.1304e-02, -8.7253e-02, 3.3290e-02,\n", - " 3.9091e-02, 3.8653e-02, 3.5667e-03, 1.9834e-02, -5.1177e-03,\n", - " 1.0319e-01, -2.4676e-02, 3.2521e-02, -2.8721e-02, 2.0794e-02,\n", - " 2.5350e-03, -8.8907e-03, -2.6278e-02, -4.9622e-02, -6.3749e-03,\n", - " -5.7303e-02, -4.2266e-02, 2.5278e-03, -7.6742e-02, 4.0946e-02,\n", - " 2.6616e-02, -3.7431e-02, -1.8410e-02, 8.7063e-02, 1.9218e-02,\n", - " -3.5425e-02, -1.9042e-02, 6.4625e-02, 3.3676e-02, 3.3825e-02,\n", - " -7.7980e-02, -1.0784e-01, 2.3079e-03, 1.0262e-02, -4.0258e-02,\n", - " -2.0764e-02, -2.8118e-02, -2.6973e-02, -5.4145e-02, -2.8428e-02,\n", - " -1.6195e-02, 6.4060e-04, -6.9473e-03, 1.1217e-02, -1.9563e-01,\n", - " 7.3998e-02, -8.9053e-03, -1.4043e-02, 1.2157e+00, 3.2087e-02,\n", - " 4.0108e-02, 2.0360e-02, -3.8572e-03, 7.4940e-03, -5.0169e-02,\n", - " -6.1510e-02, -3.5024e-02, -2.4799e-02, 2.4922e-02, -3.0134e-02,\n", - " -6.1142e-03, -5.0137e-02, -6.3522e-02, 1.1062e-01, 8.8626e-03,\n", - " 2.0531e-02, -5.5657e-02, 4.3044e-02, -1.1003e-02, 4.9463e-02,\n", - " -3.7874e-02, -3.1286e-02, 1.4668e-03, -4.7391e-02, 8.3346e-02,\n", - " 1.1376e-02, -4.2750e-02, 2.3355e-02, 1.9958e-02, 4.7395e-02,\n", - " -6.2040e-02, -1.7714e-02, -1.0600e-01, 4.2801e-03, 2.0182e-02,\n", - " 4.4002e-02, 9.6383e-03, 3.8340e-02, -2.1841e-02, -4.7436e-03,\n", - " 3.7288e-02, 5.9915e-02, 5.7653e-03, 4.6285e-02, -1.6712e-02,\n", - " 1.2529e-02, -2.6969e-02, -8.3025e-02, 5.3555e-02, -2.9242e-02,\n", - " 6.8520e-02, -3.1568e-02, -2.0418e-02, -3.9028e-02, -3.9742e-02,\n", - " -2.5031e-02, -4.9433e-02, -7.5576e-02, -3.5555e-02, -9.7042e-05,\n", - " 2.8356e-02, 6.1653e-02, -6.0994e-03, 2.2635e-02, -3.4275e-02,\n", - " -3.2411e-02, 1.9559e-02, 1.1804e-02, 7.0637e-02, -6.9882e-04,\n", - " -3.5074e-02, 2.2629e-01, 8.4978e-03, 3.0544e-02, 1.4565e-02,\n", - " -2.2957e-02, 5.7673e-02, 1.7200e-02, -3.6492e-02, 4.5881e-02,\n", - " 2.8431e-02, -1.1186e-02, -5.1710e-02, 1.3281e-02, -5.1293e-02,\n", - " 2.1434e-02, 4.6834e-02, 2.2433e-02, -3.8009e-02, -1.5834e-02,\n", - " 7.3873e-02, 1.7258e-03, -1.0754e-01, -7.1107e-03, 6.5692e-02,\n", - " 1.3519e-02, -2.6093e-02, -1.1058e-02, -4.4562e-03, 1.5061e-02,\n", - " 1.8063e-02, 1.9262e-02, 2.2487e-02, 1.9683e-02, 2.6294e-02,\n", - " -2.8451e-02, -1.5648e-02, 6.6467e-02, 1.0338e-02, -4.9542e-02,\n", - " -9.9936e-03, 6.9006e-02, -3.9705e-02, 6.1353e-02, 2.1877e-02,\n", - " -5.0988e-02, -2.8155e-02, 1.5162e-02, 8.1590e-02, -1.2260e-02,\n", - " 6.1998e-02, 2.9923e-02, 7.1398e-02, -5.6479e-02, -2.0166e-02,\n", - " -2.6077e-02, -5.5910e-02, 4.4736e-02, 8.1582e-03, -5.4216e-02,\n", - " 2.6645e-02, 6.3330e-03, -8.6785e-03, 9.5597e-02, -2.9095e-02,\n", - " 3.6620e-04, 3.2107e-03, -1.7101e-02, 6.3900e-02, -3.5177e-02,\n", - " -5.4500e-02, 4.5418e-02, -2.5977e-02, 3.6403e-02, -8.0653e-03,\n", - " -2.5721e-02, 4.3829e-02, -9.6265e-03, 5.3269e-02, 7.9986e-03,\n", - " -1.9754e-02, 1.0664e-01, 3.0417e-03, 1.1992e-02, 3.6192e-02,\n", - " -7.5087e-02, -2.6586e-02, 6.8239e-02, 6.0076e-03, 2.8654e-02,\n", - " 2.4770e-02, -3.8975e-02, 1.3452e-02, -2.8505e-02, -7.9431e-03,\n", - " 5.4149e-02, -2.8257e-02, -5.7499e-03, 3.1737e-02, 5.4220e-02,\n", - " 3.8931e-02, -4.9403e-03, 2.9054e-02, 1.4637e-02, 1.0058e-02,\n", - " -2.5202e-03, -5.5117e-02, -4.8385e-02, 2.5112e-02, -4.3502e-02,\n", - " 6.9383e-02, 7.3598e-04, -2.3009e-03, 2.1506e-02, 2.0524e-02,\n", - " -2.6463e-02, -1.4139e-02, 2.3322e-02, -7.9954e-02, -1.6620e-02,\n", - " 2.6249e-03, -8.3204e-02, -3.9843e-03, 5.2497e-02, 1.7727e-02,\n", - " -3.4119e-02, 2.1007e-02, 9.3587e-03, 4.7775e-02, -2.5852e-02,\n", - " 2.1770e-02, -9.9064e-03, 8.6589e-02, 4.4021e-02, 5.7886e-02,\n", - " -1.2250e-01, 2.1355e-02, 6.0990e-03, 1.0273e-02, 9.3130e-02,\n", - " 3.5367e-03, -1.6839e-02, -7.6280e-03, 4.4022e-02, 1.0221e-02,\n", - " 5.0774e-02, 4.4902e-02, 2.6917e-02, -2.3493e-02, -6.7071e-02,\n", - " -1.3298e-03, 2.3782e-02, -2.4929e-02, -6.7760e-02, -5.5360e-03,\n", - " 7.3648e-02, -7.2348e-02, 4.6346e-02, -5.0559e-02, 4.2068e-02,\n", - " -2.8992e-02, -1.0759e-02, -1.8697e-03, 3.5629e-02, 7.4038e-03,\n", - " 5.6024e-02, -5.9133e-03, 2.5873e-03, -4.2873e-02, 3.4346e-03,\n", - " 3.5722e-02, 4.2984e-02, 4.2554e-02, 6.6562e-04, 6.5072e-02,\n", - " 3.2047e-02, -2.8033e-02, -4.0067e-02, -1.9896e-02, 2.6844e-02,\n", - " 1.5713e-02, 2.7007e-02, 1.7208e-03, 2.7382e-02, -2.8528e-02,\n", - " -9.5764e-03, -3.7873e-03, 4.8190e-02, -3.1590e-02, 2.1014e-02,\n", - " -2.0368e-02, 5.4421e-02, -7.1725e-02, -8.6915e-03, 2.6952e-02,\n", - " -7.8349e-02, -9.0707e-03, 9.5074e-02, 3.2150e-02, 1.1448e-02,\n", - " 5.6572e-02, -7.6614e-02, -2.5835e-02, 6.2667e-02, 5.7868e-02,\n", - " 3.0811e-02, -7.5745e-02, 2.4123e-02, -1.3416e-02, 2.8002e-03,\n", - " 3.0532e-02, 3.7419e-02, -6.3580e-03, 3.0664e-02, -1.6023e-02,\n", - " 1.3474e-02, -4.7145e-02, 1.6537e-02, 3.0591e-02, -1.4612e-02,\n", - " -4.8427e-02, 8.4595e-03, 1.5825e-02, -4.0959e-02, -4.3765e-03,\n", - " -3.5155e-02, 1.7474e-02, 1.6672e-02, -2.6941e-02, -6.5927e-03,\n", - " 1.3952e-02, 5.1979e-02, 3.4947e-02, 2.1694e-02, 5.3444e-02,\n", - " 4.4460e-02, 2.3744e-02, 3.1567e-03, 3.1133e-02, 5.1904e-02,\n", - " -7.2177e-02, 5.8114e-02, 1.6292e-02, -9.4155e-04, 4.1362e-02,\n", - " 1.0547e-02, -6.4471e-02, -8.1723e-02, -8.5331e-02, 3.6440e-02,\n", - " -3.4340e-02, -4.3104e-02, -3.2928e-02, -1.0634e-01, 6.1039e-03,\n", - " -1.0104e-02, -4.3732e-02, 1.1884e-02, -1.1804e-01, 3.0080e-02,\n", - " -3.3518e-02, -3.2584e-02, -1.1679e-02, 2.3576e-02, 6.7879e-02,\n", - " 4.8604e-02, 1.2419e-02, 3.3853e-02, 4.8899e-02, -6.6467e-02,\n", - " -2.8840e-02, -3.0531e-03, -5.1256e-02, 2.3428e-02, -2.9860e-02,\n", - " 4.6447e-02, -1.1162e-01, -3.4130e-02, -2.4756e-02, 3.2605e-02,\n", - " -2.0136e-02, 3.9484e-02, -1.0728e-01, 4.5709e-02, -9.8205e-03,\n", - " -6.3821e-03, -1.0939e-02, 2.4898e-02, -1.0018e-01, -4.9592e-02,\n", - " -1.0217e-01, -1.2094e-02, 6.5450e-02, -1.0138e-02, -2.9353e-02,\n", - " 6.4286e-02, -5.8459e-02, -1.1556e-01, 2.9296e-02, 3.7099e-03,\n", - " -9.7565e-03, 1.9144e-02, -4.2326e-02, 3.3376e-02, 1.3709e-02,\n", - " 1.0707e-02, -6.7155e-02, -2.7553e-02, 1.4038e-02, 2.4912e-02,\n", - " -4.0199e-02, -3.0072e-02, 6.5731e-02, 3.5857e-02, 2.3238e-02,\n", - " -4.4355e-02, 5.4498e-02, -1.8013e-02, 4.8736e-02, 1.5143e-02,\n", - " 2.6003e-02, -2.8261e-02, 6.9108e-02, -2.3402e-02, -4.0987e-02,\n", - " -5.1446e-02, -3.5296e-02, -1.3113e-02, -2.8889e-04, 1.2197e-02,\n", - " 4.2267e-02, 4.3723e-02, 7.0688e-04, 2.9120e-02, 1.3186e-02,\n", - " -5.9160e-02, -7.0748e-03, 2.0481e-03, -1.4148e-02, 3.9235e-02,\n", - " 9.1184e-03, -4.1008e-02, -4.4105e-02, 3.2389e-02, -5.8922e-02,\n", - " 1.6732e-02, 1.0010e-01, -1.0132e-02, 2.0730e-02, 2.3643e-02,\n", - " -4.7588e-03, -1.9256e-02, -5.3117e-03, -3.4298e-02, -2.2995e-02,\n", - " 6.8836e-02, 2.8596e-02, -5.7906e-02, 1.5085e-02, 3.2886e-02,\n", - " 3.7642e-02, -3.7154e-02, 5.9706e-02, 2.3366e-02, -4.5664e-02,\n", - " -6.9182e-02, -1.1802e-03, -1.1014e-02, 1.1098e-02, -7.9132e-02,\n", - " -1.1768e-03, 2.6919e-02, 6.2008e-02, -2.1814e-02, 5.6559e-02,\n", - " 5.0561e-02, -2.1259e-02, -4.2579e-02, 3.2463e-02, 5.1930e-02,\n", - " 9.0223e-03, 2.2249e-02, -1.0605e-01, 4.3226e-02, 9.7467e-02,\n", - " -3.1670e-02, 1.8082e-02, -6.1662e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8908, 0.8912, 0.8116, 0.7810, 0.9046, 0.8539, 0.8949, 0.8632, 0.8615,\n", - " 0.8553, 0.7586, 0.7825, 0.7810, 0.7848, 0.8592, 0.8605, 0.8111, 0.8043,\n", - " 0.9238, 0.8334, 0.8583, 0.7965, 0.8517, 0.8636, 0.7861, 0.8805, 0.7569,\n", - " 0.8774, 0.7820, 0.8401, 0.8882, 0.7960, 0.8682, 0.8827, 0.8477, 0.8515,\n", - " 0.8630, 0.8383, 0.8712, 0.8518, 0.8452, 0.8744, 0.8910, 0.8639, 0.8180,\n", - " 0.7845, 0.9137, 0.8614, 0.8759, 0.8616, 0.8605, 0.8446, 0.9184, 0.7615,\n", - " 0.8322, 0.7946, 0.8233, 0.7546, 0.7876, 0.7706, 0.8726, 0.7936, 0.7487,\n", - " 0.8152, 0.8308, 0.8398, 0.8232, 0.8691, 0.8340, 0.8828, 0.8837, 0.8959,\n", - " 0.8483, 0.7884, 0.8597, 0.7645, 0.8296, 0.7724, 0.7680, 0.8156, 0.8494,\n", - " 0.9142, 0.8876, 0.8160, 0.7374, 0.8071, 0.8276, 0.8066, 0.8716, 0.8896,\n", - " 0.8099, 0.8310, 0.8187, 0.7616, 0.8063, 0.7962, 0.7728, 0.7769, 0.8203,\n", - " 0.8972, 0.9047, 0.9095, 0.8652, 0.8382, 0.7504, 0.6943, 0.7765, 0.8866,\n", - " 0.8538, 0.8118, 0.8457, 0.8148, 0.7895, 0.8516, 0.8314, 0.7906, 0.8118,\n", - " 0.8653, 0.8519, 0.8154, 0.8068, 0.7781, 0.8017, 0.8584, 0.7417, 0.8088,\n", - " 0.8404, 0.7744, 0.8649, 0.8039, 0.8376, 0.8145, 0.7568, 0.8571, 0.8112,\n", - " 0.8787, 0.8299, 0.8236, 0.8412, 0.7311, 0.8927, 0.9002, 0.8956, 0.9526,\n", - " 0.8160, 0.7533, 0.8686, 0.8274, 0.8601, 0.8464, 0.7887, 0.8272, 0.7487,\n", - " 0.8802, 0.8552, 0.7876, 0.8271, 0.8050, 0.8548, 0.7456, 0.8622, 0.8773,\n", - " 0.8034, 0.9093, 0.8087, 0.8698, 0.8437, 0.7889, 0.8080, 0.8516, 0.8541,\n", - " 0.8410, 0.7939, 0.8558, 0.9246, 0.7931, 0.7500, 0.8215, 0.7794, 0.8158,\n", - " 0.8194, 0.8959, 0.8334, 0.8791, 0.8777, 0.8736, 0.8987, 0.8401, 0.8618,\n", - " 0.7983, 0.8627, 0.8933, 0.8764, 0.7962, 0.8502, 0.8755, 0.8680, 0.8051,\n", - " 0.8403, 0.7528, 0.8400, 0.8171, 0.7393, 0.7880, 0.7982, 0.8491, 0.8180,\n", - " 0.7542, 0.8392, 0.7935, 0.7821, 0.8689, 0.8121, 0.8717, 0.8074, 0.7300,\n", - " 0.7703, 0.9228, 0.7964, 0.8053, 0.8403, 0.8694, 0.8544, 0.7474, 0.8244,\n", - " 0.8529, 0.8174, 0.8006, 0.8451, 0.9096, 0.8334, 0.8603, 0.8288, 0.8595,\n", - " 0.8513, 0.8241, 0.8387, 0.7908, 0.8525, 0.7837, 0.7803, 0.8755, 0.8537,\n", - " 0.7834, 0.8043, 0.7114, 0.7878, 0.8242, 0.7866, 0.7796, 0.8351, 0.8923,\n", - " 0.8236, 0.8335, 0.8933, 0.8200, 0.7647, 0.8362, 0.7864, 0.8011, 0.9132,\n", - " 0.8127, 0.8728, 0.8181, 0.8005, 0.8268, 0.8181, 0.8178, 0.8092, 0.8571,\n", - " 0.8283, 0.8543, 0.8434, 0.7961, 0.8637, 0.8499, 0.7304, 0.8047, 0.7929,\n", - " 0.8762, 0.8035, 0.9016, 0.8823, 0.7172, 0.8587, 0.7966, 0.8824, 0.8976,\n", - " 0.8129, 0.8565, 0.8010, 0.7947, 0.8766, 0.8497, 0.8542, 0.7666, 0.7894,\n", - " 0.8424, 0.8681, 0.8573, 0.9176, 0.8383, 0.8636, 0.8612, 0.9353, 0.8505,\n", - " 0.8138, 0.9061, 0.6144, 0.8552, 0.8251, 0.7582, 0.8132, 0.8204, 0.8560,\n", - " 0.7999, 0.8871, 0.8531, 0.8443, 0.7255, 0.8467, 0.8181, 0.8060, 0.8861,\n", - " 0.8707, 0.8313, 0.7747, 0.8537, 0.8461, 0.8346, 0.7796, 0.6952, 0.7939,\n", - " 0.9130, 0.9183, 0.8161, 0.8095, 0.8728, 0.8895, 0.8295, 0.7896, 0.9133,\n", - " 0.7711, 0.8350, 0.7630, 0.7445, 0.8752, 0.8700, 0.8233, 0.9533, 0.8351,\n", - " 0.8709, 0.8997, 0.7026, 0.8592, 0.8451, 0.8210, 0.8102, 0.7948, 0.8165,\n", - " 0.8504, 0.7895, 0.7816, 0.8117, 0.8293, 0.8808, 0.8025, 0.8145, 0.8593,\n", - " 0.7861, 0.8604, 0.8284, 0.8838, 0.8390, 0.9301, 0.8983, 0.8570, 0.8159,\n", - " 0.8291, 0.9241, 0.8437, 3.4025, 0.8622, 0.8977, 0.8531, 0.8417, 0.8489,\n", - " 0.9048, 0.8595, 0.8661, 0.8051, 0.8298, 0.8414, 0.8068, 0.8558, 0.8749,\n", - " 0.8263, 0.8196, 0.8555, 0.8793, 0.8215, 0.7524, 0.7894, 0.8324, 0.7785,\n", - " 0.7926, 0.8605, 0.8168, 0.8578, 0.8750, 0.8242, 0.8330, 0.9023, 0.8560,\n", - " 0.8105, 0.7883, 0.7978, 0.8335, 0.8215, 0.7734, 0.8058, 0.7318, 0.8638,\n", - " 0.8398, 0.8118, 0.8254, 0.8009, 0.8072, 0.8383, 0.8164, 0.8269, 0.8372,\n", - " 0.8352, 0.8031, 0.8644, 0.9068, 0.8410, 0.7822, 0.8493, 0.8297, 0.8099,\n", - " 0.8726, 0.7960, 0.7305, 0.8213, 0.9007, 0.9344, 0.8041, 0.8674, 0.8086,\n", - " 0.8351, 0.9016, 0.9196, 0.8307, 0.9276, 0.8836, 0.8135, 0.8452, 0.8368,\n", - " 0.8793, 0.8405, 0.7980, 0.8582, 0.8969, 0.8847, 0.7909, 0.8089, 0.8608,\n", - " 0.7822, 0.7908, 0.9202, 0.7465, 0.8523, 0.8637, 0.7618, 0.8501, 0.7981,\n", - " 0.9070, 0.8185, 0.8287, 0.8591, 0.8356, 0.7556, 0.8299, 0.8172, 0.8345,\n", - " 0.8250, 0.8551, 0.7645, 0.8471, 0.8827, 0.8612, 0.8263, 0.9176, 0.8656,\n", - " 0.7951, 0.7627, 0.7865, 0.9047, 0.7967, 0.8391, 0.8771, 0.7732, 0.8569,\n", - " 0.7854, 0.8818, 0.8078, 0.8280, 0.8746, 0.8532, 0.7675, 0.7908, 0.8141,\n", - " 0.8202, 0.8285, 0.8988, 0.8489, 0.7125, 0.8795, 0.8200, 0.8836, 0.7692,\n", - " 0.8953, 0.8182, 0.8134, 0.8332, 0.8025, 0.8398, 0.8481, 0.7610, 0.7973,\n", - " 0.7827, 0.8684, 0.8341, 0.8832, 0.7954, 0.8414, 0.8262, 0.7873, 0.8964,\n", - " 0.7905, 0.7861, 0.8404, 0.8136, 0.8673, 0.8462, 0.8371, 0.7794, 0.8470,\n", - " 0.8483, 0.8981, 0.8013, 0.8592, 0.8954, 0.8770, 0.8335, 0.8438, 0.8172,\n", - " 0.8766, 0.8461, 0.8540, 0.8068, 0.8132, 0.9077, 0.8307, 0.8664, 0.7748,\n", - " 0.8673, 0.8287, 0.8649, 0.7932, 0.8382, 0.8437, 0.7486, 0.8215, 0.8351,\n", - " 0.8260, 0.7630, 0.9100, 0.8811, 0.8021, 0.8530, 0.8757, 0.7984, 0.8577,\n", - " 0.8063, 0.9532, 0.8885, 0.7906, 0.8843, 0.8951, 0.8479, 0.8964, 0.8463,\n", - " 0.7880, 0.8156, 0.8228, 0.8268, 0.8376, 0.8557, 0.7977, 0.8970, 0.8879,\n", - " 0.8272, 0.8630, 0.8020, 0.9120, 0.7860, 0.8591, 0.8219, 0.8207, 0.8158,\n", - " 0.8674, 0.7504, 0.7055, 0.8135, 0.7805, 0.9132, 0.8418, 0.8258, 0.8220,\n", - " 0.8092, 0.8873, 0.8419, 0.8420, 0.8269, 0.8598, 0.8256, 0.7964, 0.8981,\n", - " 0.8372, 0.7730, 0.8037, 0.8646, 0.8230, 0.7974, 0.8706, 0.8562, 0.7691,\n", - " 0.8452, 0.8311, 0.8114, 0.8247, 0.7928, 0.8806, 0.8628, 0.8399, 0.8610,\n", - " 0.7891, 0.8500, 0.9076, 0.8322, 0.8328, 0.8067, 0.7474, 0.8107, 0.8018,\n", - " 0.8562, 0.8479, 0.8404, 0.8762, 0.9094, 0.9014, 0.9081, 0.8485, 0.7985,\n", - " 0.8785, 0.8346, 0.8532, 0.8013, 0.7661, 0.8480, 0.8435, 0.8264, 0.8738,\n", - " 0.8541, 0.8386, 0.8279, 0.8713, 0.8745, 0.8828, 0.9309, 0.8279, 0.8401,\n", - " 0.8710, 0.8519, 0.7929, 0.8608, 0.8962, 0.8455, 0.8347, 0.7980, 0.8267,\n", - " 0.8964, 0.8296, 0.8335, 0.8335, 0.7587, 0.7868, 0.7578, 0.9360, 0.8573,\n", - " 0.7926, 0.8074, 0.8578, 0.7929, 0.8097, 0.7944, 0.9015, 0.8594, 0.7642,\n", - " 0.8223, 0.8303, 0.8192, 0.7780, 0.8906, 0.8487, 0.8197, 0.8667, 0.8022,\n", - " 0.6826, 0.8482, 0.8942, 0.8156, 0.8485, 0.8896, 0.8325, 0.8286, 0.8003,\n", - " 0.8506, 0.8416, 0.8493, 0.8530, 0.8996, 0.8223, 0.7813, 0.8961, 0.8402,\n", - " 0.8854, 0.7511, 0.8210, 0.8531, 0.8829, 0.8752, 0.7644, 0.8361, 0.8323,\n", - " 0.8168, 0.8641, 0.8670, 0.9012, 0.8673, 0.7959, 0.8590, 0.8414, 0.8077,\n", - " 0.8279, 0.8624, 0.8288, 0.7537, 0.8382, 0.8065, 0.8248, 0.8501, 0.8324,\n", - " 0.7729, 0.8069, 0.8780], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.0043e-02, 4.5727e-02, 8.6881e-02, -1.4417e-01, -5.5005e-02,\n", - " -1.0474e-02, 2.5043e-01, 9.0392e-02, -8.2090e-02, -1.7247e-01,\n", - " 4.2001e-02, 1.0978e-01, -1.4906e-01, 2.4737e-02, -8.9109e-02,\n", - " 2.9581e-01, 1.9528e-01, 9.7223e-02, -6.8090e-02, 4.3327e-04,\n", - " 1.7526e-01, -6.0136e-03, -4.7597e-02, 9.9404e-02, 4.7321e-02,\n", - " 8.6658e-02, -6.5222e-03, -2.8466e-02, -1.7913e-01, 7.4106e-02,\n", - " 7.8910e-04, 5.6712e-02, 2.0257e-01, -9.9306e-02, -8.5908e-02,\n", - " 1.0107e-01, -2.1124e-01, -1.4615e-01, -5.0545e-02, -1.0593e-01,\n", - " -1.7662e-01, -1.1018e-01, -4.3122e-02, 9.1960e-02, 6.0818e-02,\n", - " -4.0597e-02, 5.4103e-02, 9.0968e-02, -9.6644e-02, -4.9721e-02,\n", - " -1.3164e-01, 6.5675e-02, 2.3594e-01, 2.8029e-02, 8.5331e-02,\n", - " 8.3291e-02, 5.0295e-02, -2.5654e-01, -5.1320e-02, -2.0234e-01,\n", - " 4.7726e-02, 1.8026e-01, -1.8444e-03, -9.4534e-02, -4.9336e-02,\n", - " 1.2817e-01, -1.1062e-01, 1.0549e-02, -1.2287e-01, -1.2144e-01,\n", - " -8.1803e-02, 1.2332e-01, -9.2295e-02, -6.5228e-02, 3.2322e-02,\n", - " 7.1861e-04, -8.9351e-02, 1.8048e-02, 1.2386e-01, 5.9615e-02,\n", - " -6.2845e-04, -3.5705e-02, 1.2916e-01, 1.1454e-01, 6.1890e-02,\n", - " -1.3117e-01, -2.9013e-02, -9.9673e-02, -1.8641e-01, 8.3851e-02,\n", - " -1.2004e-01, -2.0634e-01, 2.1076e-01, -2.1131e-02, 1.6728e-02,\n", - " -2.2085e-02, 6.7730e-02, -5.8642e-02, 8.0292e-02, -1.6058e-01,\n", - " -4.2313e-02, -1.0736e-01, 1.5815e-01, -8.4193e-02, -2.3722e-03,\n", - " -2.3385e-02, -6.1833e-02, -1.6079e-01, -1.0358e-01, 3.9939e-02,\n", - " -7.7048e-02, 1.8026e-02, -7.5784e-02, -9.0620e-02, -9.3887e-02,\n", - " 2.6258e-02, -5.9140e-02, -1.2390e-01, -2.1069e-02, 1.8856e-02,\n", - " -2.0466e-02, 2.4606e-02, 4.5392e-02, 2.1690e-01, 1.1361e-01,\n", - " -2.7944e-01, 5.0200e-02, 5.4876e-02, -1.8211e-01, -2.6893e-02,\n", - " -8.2728e-02, 8.3858e-03, -1.3455e-01, -1.3325e-02, -1.9354e-01,\n", - " -4.4718e-02, 1.3886e-01, -1.9235e-02, -2.3992e-03, -2.3986e-02,\n", - " -7.4799e-02, -3.4916e-02, -6.4329e-02, 1.1733e-01, 1.3396e-01,\n", - " -1.8087e-01, -2.8187e-02, -1.0119e-01, -1.9703e-01, 1.7343e-01,\n", - " -1.9150e-01, 1.3186e-01, -1.6688e-01, -2.2447e-03, -1.5719e-01,\n", - " 4.8532e-02, -6.9248e-03, -5.6537e-03, -5.4428e-02, -2.2368e-02,\n", - " -5.9284e-02, -1.0984e-01, -5.9494e-02, -1.0380e-01, 9.7611e-02,\n", - " 1.5778e-02, 1.5968e-01, 8.5311e-02, -2.0677e-01, 1.7927e-02,\n", - " -7.6926e-02, -1.3392e-01, -6.8154e-02, -8.3804e-02, -4.3180e-02,\n", - " 1.2472e-01, 1.0270e-01, -7.3696e-02, 2.5068e-02, -2.8000e-02,\n", - " -8.2574e-02, -4.1151e-03, -6.2540e-02, -1.2839e-01, 1.0978e-02,\n", - " -1.1873e-01, 1.8827e-02, -1.3362e-01, 1.6466e-01, -2.8234e-02,\n", - " -1.2024e-01, -1.3766e-01, 1.3024e-01, -1.9420e-01, 1.1318e-01,\n", - " -4.5297e-02, -5.0479e-02, 1.6549e-01, -3.7485e-02, -9.7978e-02,\n", - " -1.6516e-01, -2.8699e-02, 1.7943e-02, -2.0056e-01, -9.9338e-02,\n", - " -1.9311e-03, -5.4235e-02, -1.1880e-02, 2.3034e-02, 1.1718e-01,\n", - " -1.4116e-01, -9.8754e-02, 2.1158e-02, 2.5026e-01, -1.0230e-01,\n", - " -3.5182e-02, -2.7351e-01, -7.4305e-02, 2.4034e-01, -1.7391e-01,\n", - " 4.2071e-02, 1.1843e-01, -6.8441e-02, 6.3684e-02, -1.4631e-01,\n", - " 3.6316e-01, 6.8980e-02, -1.7664e-01, 5.1110e-02, -1.6003e-02,\n", - " -2.5529e-01, 3.1410e-02, 1.7439e-01, -1.2248e-01, -9.4493e-02,\n", - " 2.1938e-02, 1.7721e-02, -1.4337e-01, 1.2564e-01, -1.6899e-01,\n", - " 6.0880e-03, 1.8392e-01, -2.8349e-01, 1.4458e-02, -7.3361e-02,\n", - " 7.2291e-03, -3.2562e-02, -6.2404e-02, -9.7708e-02, -2.6319e-02,\n", - " -1.7973e-01, 2.5711e-01, 9.0294e-02, -9.4203e-02, 1.4639e-01,\n", - " -2.6298e-02, -1.9028e-01, -2.0116e-01, 1.3522e-01, 5.8927e-02,\n", - " 1.1420e-02, -1.5650e-02, -5.3074e-02, -2.7232e-02, -9.8585e-02,\n", - " -3.1707e-01, -1.4956e-02, -6.1652e-02, 5.5418e-02, -2.8167e-03,\n", - " -7.4810e-02, 9.4731e-02, -1.6868e-01, 9.3867e-02, -6.9943e-03,\n", - " -3.1934e-03, 6.3079e-04, 1.2580e-02, -4.1347e-02, -1.5103e-01,\n", - " -1.0031e-01, 1.2231e-01, -1.8633e-01, -6.6870e-02, -7.8260e-02,\n", - " -2.5207e-02, 1.4011e-02, -1.2848e-01, -9.8367e-02, -8.6895e-02,\n", - " -9.4088e-03, 5.7982e-03, -1.3161e-01, -1.3052e-02, 1.0334e-01,\n", - " -8.9752e-03, 2.7451e-02, 1.2971e-01, 1.9561e-01, -1.2013e-01,\n", - " -1.1927e-01, 9.9004e-02, -8.2399e-02, 1.3359e-01, 2.7740e-01,\n", - " -1.0971e-01, -9.1488e-02, -1.4878e-01, -2.7871e-01, -1.6647e-01,\n", - " -1.3939e-01, -2.0124e-01, 1.2942e-01, 4.5379e-02, -3.1917e-02,\n", - " 4.2488e-02, -5.8852e-02, -6.8999e-02, -1.0001e-01, -4.0453e-02,\n", - " -3.6279e-02, 7.7971e-02, 9.2112e-02, -3.0593e-01, -1.0182e-01,\n", - " -1.3465e-01, 8.3798e-02, -3.6713e-02, -1.1855e-01, -9.5890e-02,\n", - " 1.0298e-01, 6.3240e-03, 8.0082e-02, 3.9121e-03, -1.8091e-01,\n", - " 4.6502e-02, -1.1558e-01, -8.1314e-02, -8.5864e-02, -2.0801e-01,\n", - " 7.6071e-02, -1.1224e-02, 9.5689e-02, 1.0339e-02, 4.1806e-02,\n", - " -1.7120e-01, -1.6901e-02, -2.8978e-01, -9.2227e-03, -1.8044e-01,\n", - " -1.5280e-01, -1.8074e-01, 6.0165e-02, -9.9807e-02, -5.1576e-02,\n", - " -4.9287e-02, -7.5768e-02, 1.8297e-01, -6.2253e-02, 4.7436e-02,\n", - " -8.9444e-02, -2.2755e-02, 5.2678e-02, 9.6818e-02, 1.1571e-01,\n", - " 7.6331e-02, -6.5298e-02, 4.1881e-02, -1.5688e-01, -5.6627e-02,\n", - " -1.0717e-01, -1.5422e-01, -3.5659e-02, -8.0523e-02, -1.8417e-01,\n", - " -5.6303e-02, 1.7676e-02, -1.5988e-01, -1.7127e-01, -1.2788e-01,\n", - " -1.7134e-02, -1.7460e+00, -1.3341e-01, -1.7917e-01, 1.1111e-01,\n", - " -7.4008e-02, -1.0803e-01, 7.1065e-02, 2.5900e-02, -1.9544e-01,\n", - " -9.4846e-02, 6.1110e-02, 1.7410e-03, -1.7919e-01, -5.5191e-02,\n", - " -5.9096e-02, -7.0384e-02, -4.9825e-02, 1.5515e-01, -1.3629e-01,\n", - " -1.2711e-01, -1.9731e-02, 1.2140e-01, -4.4647e-02, -3.2350e-01,\n", - " -1.2600e-01, -3.3796e-02, -1.9992e-01, 1.6340e-01, -9.0332e-02,\n", - " -6.7900e-02, -4.6519e-02, -1.2251e-01, -7.5851e-02, -8.3525e-02,\n", - " 1.1551e-01, -2.8183e-02, -2.3382e-01, -5.1152e-02, -4.0449e-02,\n", - " -1.6998e-02, -1.3577e-01, 6.7647e-02, -1.7192e-01, -6.8739e-02,\n", - " 9.3880e-02, -5.3132e-02, -2.8285e-01, -1.5483e-01, 6.7752e-02,\n", - " -2.2627e-01, -2.4394e-01, -1.9411e-01, 1.3652e-01, -1.0448e-02,\n", - " 6.7057e-02, 1.2362e-01, -1.4181e-01, 5.9248e-02, -2.6126e-02,\n", - " 2.5776e-02, -7.1952e-02, -2.0760e-02, -1.6529e-01, -7.0032e-02,\n", - " -6.9645e-03, -1.5499e-01, 6.8741e-02, 1.3762e-02, -3.5218e-02,\n", - " 4.9549e-02, -7.5311e-02, 1.3664e-02, -8.7883e-02, 1.8292e-01,\n", - " 9.6423e-02, -1.2774e-01, 1.4762e-02, -3.0042e-01, -1.3641e-01,\n", - " -8.3239e-02, -1.5048e-01, 5.6542e-02, 1.6011e-01, 1.5608e-01,\n", - " -4.6714e-02, 1.1039e-01, -3.3949e-01, 9.2549e-02, 5.1425e-04,\n", - " -3.2317e-02, -3.0743e-02, 7.0931e-03, 1.6091e-01, 5.1715e-04,\n", - " -1.4044e-01, -1.7579e-02, -7.7398e-02, -5.3600e-02, -2.5986e-01,\n", - " 1.5481e-02, 6.2275e-02, -2.0836e-01, -4.1511e-02, -1.7083e-01,\n", - " -7.5686e-02, 1.4853e-02, 1.4612e-01, 4.8640e-03, -7.4044e-03,\n", - " -1.2766e-01, -9.5883e-02, -4.2891e-02, -4.4178e-02, 7.9012e-03,\n", - " -6.1651e-03, -5.3386e-02, 5.6057e-03, 6.7158e-03, 7.4913e-02,\n", - " 9.0871e-02, 1.8149e-01, -1.7557e-01, -2.5779e-01, -7.8879e-02,\n", - " 4.9418e-02, -4.4383e-02, 6.0883e-02, -1.6172e-01, -1.2085e-01,\n", - " -1.5022e-01, -6.5437e-02, -8.1825e-02, -1.3083e-01, 1.2543e-02,\n", - " 2.5780e-01, 1.9836e-02, 1.6917e-02, -6.5315e-02, -4.9451e-02,\n", - " -7.9245e-02, -5.8966e-03, 1.2537e-01, -1.8426e-01, -3.1040e-02,\n", - " -1.6180e-01, -1.8361e-01, -1.0397e-01, -1.1564e-02, 6.4058e-02,\n", - " 9.8893e-02, -1.1950e-01, -1.1321e-01, -7.6212e-03, 5.7129e-02,\n", - " -2.4944e-01, 8.9628e-02, -1.0366e-01, 6.5120e-02, -2.0047e-01,\n", - " 1.0281e-02, 1.6675e-02, 3.5397e-02, -3.1448e-04, -8.9842e-02,\n", - " -8.5394e-02, -4.1007e-02, -4.3577e-02, 1.4979e-01, 1.1193e-01,\n", - " -2.9281e-02, -4.0975e-02, -1.3547e-02, 1.1486e-02, 2.8582e-02,\n", - " -1.6404e-01, -2.0149e-02, 1.2374e-01, -5.7698e-03, -7.0315e-02,\n", - " -5.0054e-02, -2.9453e-03, 1.1590e-01, -1.4309e-01, -1.1349e-01,\n", - " 6.3019e-02, 1.9525e-02, 2.9545e-02, 5.0243e-02, -2.3065e-02,\n", - " -6.4063e-02, 3.0920e-03, 1.7227e-01, -2.4722e-02, -7.5007e-02,\n", - " 6.2572e-02, 8.5089e-02, -2.5624e-01, 7.9046e-02, -3.0510e-01,\n", - " -1.3232e-01, 8.3871e-02, 1.9946e-02, -3.8351e-02, -1.4455e-01,\n", - " -1.3392e-01, 2.0380e-01, -7.6327e-02, -1.4311e-01, -8.4853e-02,\n", - " -5.9510e-02, -1.0840e-01, 3.0047e-02, 1.2915e-02, 3.1888e-02,\n", - " 2.9743e-02, -8.6132e-02, 4.9797e-02, -6.4389e-02, 1.3277e-01,\n", - " -5.3022e-02, 9.5512e-04, -1.5403e-01, -7.9885e-03, 9.7154e-02,\n", - " 1.1641e-01, -1.3559e-02, 1.0035e-01, -1.1032e-01, 3.5650e-02,\n", - " -2.3193e-02, -1.5914e-01, -2.4085e-02, 1.0567e-01, -9.2590e-02,\n", - " -9.5098e-02, -6.9623e-02, -2.8955e-02, -1.0071e-01, -1.6246e-01,\n", - " 1.0943e-01, -5.3557e-02, -4.6878e-02, 7.7014e-02, 2.3381e-02,\n", - " 2.0776e-02, 2.0008e-01, -3.7203e-02, 4.1036e-02, -5.5812e-02,\n", - " 4.0951e-02, 1.0148e-01, 1.2284e-01, 2.5115e-01, -1.2672e-02,\n", - " 3.0992e-02, 1.3421e-01, -4.7092e-02, 1.4394e-01, -1.0366e-01,\n", - " -8.5281e-02, 1.0297e-01, -6.8762e-02, -2.4550e-01, -9.6800e-02,\n", - " -2.1981e-01, -3.0771e-02, 4.6445e-02, 7.3241e-02, 3.0206e-01,\n", - " 3.4701e-02, 1.6843e-02, 1.3209e-01, 1.4769e-01, -4.9531e-02,\n", - " -6.9604e-02, 1.3091e-01, 1.3750e-01, 9.0891e-02, -1.6751e-01,\n", - " 3.2562e-02, -2.1636e-01, 1.3645e-01, -1.4492e-01, 3.0106e-02,\n", - " -8.8176e-02, -7.3143e-02, 1.6979e-01, 1.7351e-01, 8.7303e-02,\n", - " 2.2707e-01, -8.7175e-02, -1.7258e-01, -1.8927e-02, 1.4742e-01,\n", - " -2.4594e-03, 1.2034e-01, 2.8535e-02, -1.2334e-01, -8.3777e-02,\n", - " -4.2388e-02, -1.6021e-01, 9.3676e-02, -9.8286e-02, -5.2567e-02,\n", - " 1.0417e-01, 5.7425e-02, 1.2465e-01, -1.3079e-01, -3.1143e-02,\n", - " 2.7148e-02, 1.6231e-02, -1.2204e-01, -1.0895e-01, -1.0246e-02,\n", - " 4.4583e-02, -1.9248e-01, -8.7517e-02, -1.3809e-01, -9.5399e-02,\n", - " 1.4375e-01, 3.0366e-03, -6.9659e-02, 1.8529e-02, 1.5480e-01,\n", - " 1.0105e-01, 2.6293e-01, -2.0592e-02, -3.5529e-02, 4.4947e-02,\n", - " -5.5688e-02, 8.0089e-03, 6.0394e-02, 7.8154e-02, -5.8051e-02,\n", - " 5.8847e-02, -1.1170e-01, -6.5167e-03, 9.4915e-02, -5.5376e-02,\n", - " -1.7667e-01, 6.4343e-03, -8.6166e-02, -8.9625e-02, 1.2279e-01,\n", - " -1.1036e-01, -7.4790e-02, -1.3269e-01, 4.7373e-02, -1.3886e-01,\n", - " -2.3142e-02, 7.9503e-02, -1.1848e-02, -1.0863e-01, 2.1293e-01,\n", - " -9.9184e-02, -1.2978e-02, 3.1980e-01, -1.2452e-01, -2.7241e-02,\n", - " -4.6770e-02, 3.8339e-02, -1.4157e-01, -8.0027e-02, -3.7430e-02,\n", - " 9.3445e-02, 2.0585e-02, -1.4760e-01, 1.1813e-02, 1.3194e-01,\n", - " -7.9695e-02, -8.6726e-02, -5.4680e-02, 1.4956e-01, -2.0107e-01,\n", - " 5.8653e-02, -8.7965e-02, 7.8894e-02, -8.2017e-02, -1.2939e-01,\n", - " -4.2024e-02, -7.4845e-02, 8.6725e-02, -1.2495e-01, -2.3734e-01,\n", - " 2.1638e-03, -8.5525e-02, -5.3259e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0813, -0.1691, -0.1068, ..., -0.1253, -0.1729, -0.1696],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-9.1555e-02, -4.4654e-02, 5.6491e-02, -9.6286e-02, 1.1875e-01,\n", - " 6.6897e-02, 4.8816e-02, 1.2960e-01, -7.1578e-02, -8.7752e-03,\n", - " -2.1243e-02, 4.3078e-02, -1.0626e-01, 1.0124e-01, -2.8071e-02,\n", - " 1.0340e-01, 2.4345e-01, 7.8615e-02, -8.3008e-03, 3.6738e-02,\n", - " -1.1169e-02, 4.6649e-02, 3.0814e-02, 2.1457e-02, -6.1908e-02,\n", - " 5.1173e-02, 4.2563e-02, 7.4575e-02, -8.5062e-02, 4.3984e-02,\n", - " 7.9614e-02, 7.1508e-03, 1.2408e-01, -9.7839e-02, -4.2278e-02,\n", - " 5.1789e-02, -1.0574e-01, -6.1029e-02, -8.9943e-02, -1.0701e-01,\n", - " -2.3958e-02, -1.0077e-01, 3.4481e-02, 1.0143e-02, 4.0633e-02,\n", - " 3.9812e-02, 3.3266e-02, 1.4665e-01, -4.6542e-02, 1.3007e-02,\n", - " -8.9174e-02, 4.1687e-02, 1.5263e-01, -3.7148e-03, 9.6751e-02,\n", - " 5.2584e-02, 8.6290e-02, -6.2600e-02, -4.1002e-02, -9.6493e-02,\n", - " -2.0483e-02, 6.7362e-02, -1.6493e-02, -9.1123e-02, 4.7165e-02,\n", - " 8.2540e-02, -8.0268e-02, 8.7723e-02, -1.2255e-01, -3.1663e-02,\n", - " -5.4993e-02, 7.2299e-02, -6.8906e-03, 3.1563e-02, 3.8778e-02,\n", - " -3.9711e-02, -5.9711e-02, 1.2560e-01, 4.4593e-02, 6.2863e-02,\n", - " 5.2514e-02, 1.1505e-02, -2.2539e-03, 9.4653e-02, -2.7180e-02,\n", - " -1.2112e-01, -3.7160e-02, -5.9889e-02, -7.0279e-02, 6.8154e-02,\n", - " -7.0395e-02, -1.0965e-01, 1.2779e-01, -1.2857e-01, 3.0743e-02,\n", - " 4.8478e-02, 2.0595e-01, -2.3261e-02, 1.0158e-01, -8.1809e-02,\n", - " -4.7813e-03, -4.6773e-02, 5.1295e-02, -3.7282e-02, -2.8254e-02,\n", - " 1.4519e-01, 3.1605e-02, -6.3591e-02, -7.7935e-02, -4.8828e-02,\n", - " -1.8449e-02, 5.7466e-02, 1.0019e-01, -1.1420e-01, -3.0192e-02,\n", - " 6.0317e-02, -8.0003e-02, -3.2628e-02, -5.6084e-02, -8.8470e-03,\n", - " -3.0365e-02, 7.0132e-02, 4.7756e-03, 4.3277e-01, 7.5580e-02,\n", - " -1.7407e-01, 6.9992e-03, 2.5195e-03, -3.2736e-02, 3.2257e-02,\n", - " -7.1650e-02, 3.0422e-03, -5.0784e-02, -4.9409e-03, -4.2620e-03,\n", - " -1.4601e-02, 1.3933e-01, -2.7689e-03, -2.7433e-02, 3.6132e-02,\n", - " -5.9497e-02, 2.1788e-02, -2.7984e-03, 9.3079e-02, 1.2619e-01,\n", - " -4.8189e-02, 1.0338e-02, -1.3532e-01, -1.2118e-01, 9.5276e-02,\n", - " -1.4839e-01, -2.7315e-02, -8.8108e-02, 3.7632e-02, -1.1297e-01,\n", - " 6.4946e-02, 6.5480e-02, 2.8203e-02, -6.4563e-02, 2.9565e-02,\n", - " -2.8938e-03, -2.7725e-02, 1.8429e-02, -1.5080e-02, 7.7302e-02,\n", - " 9.2142e-02, 1.3001e-01, 8.2931e-02, -5.7834e-02, 3.6551e-02,\n", - " 1.3632e-02, 2.6189e-02, -1.2115e-01, -1.2106e-01, -1.7079e-02,\n", - " -3.8322e-02, 8.3917e-02, 9.1239e-03, 3.0347e-02, -3.7421e-02,\n", - " -1.7180e-01, 3.7316e-02, -1.9021e-02, 2.0761e-03, 1.0720e-02,\n", - " -4.4113e-02, 6.8322e-02, -7.0362e-02, 8.3522e-02, 7.2227e-02,\n", - " -5.5812e-02, -1.2637e-02, 1.3840e-01, -1.0074e-01, 5.4622e-03,\n", - " -4.5558e-02, -7.4318e-02, 6.1256e-03, -6.3666e-02, -1.2848e-02,\n", - " -4.3610e-02, -4.7699e-03, 5.0522e-02, -1.2359e-01, 1.1833e-02,\n", - " 1.1656e-01, -4.5377e-02, -3.3351e-02, -5.7017e-02, -9.0479e-04,\n", - " -1.0306e-01, -2.7260e-03, 5.4226e-02, 1.9462e-01, -4.1110e-02,\n", - " 6.1040e-02, -1.7743e-01, -2.4451e-02, 7.6675e-02, -8.5080e-02,\n", - " 9.5880e-02, 5.4492e-02, -5.2131e-02, -3.1138e-02, 4.3596e-02,\n", - " 2.6647e-01, 8.0188e-02, -5.9918e-02, 6.1889e-04, -3.5530e-02,\n", - " -1.6193e-01, -1.6480e-03, 1.1908e-01, -7.5580e-02, -3.8610e-02,\n", - " 6.5897e-03, 7.3580e-02, 5.6847e-02, 4.8766e-02, -5.3880e-02,\n", - " 1.3021e-01, 4.2222e-02, -3.1803e-02, -2.0715e-03, 1.0613e-02,\n", - " -2.1373e-02, 6.1544e-02, -4.1929e-02, -8.9789e-02, 4.2011e-02,\n", - " -6.7479e-02, 7.6875e-02, 4.5813e-03, -4.4654e-02, 5.5526e-02,\n", - " -5.6868e-02, 5.9146e-02, -6.5452e-02, 1.0210e-02, 7.0691e-02,\n", - " 2.3685e-02, -3.4035e-02, -6.1317e-02, -5.1398e-03, 1.6972e-02,\n", - " -1.7194e-01, 1.1918e-03, -8.8972e-02, 5.1491e-02, 3.3194e-04,\n", - " -2.8210e-02, 8.8037e-02, -9.4858e-03, 1.2592e-01, 3.4913e-03,\n", - " -7.8537e-02, 1.0526e-01, 4.5024e-02, -9.9960e-03, -3.8078e-02,\n", - " -3.2635e-04, 8.5017e-02, -2.3547e-02, 2.8517e-02, -1.0174e-01,\n", - " -7.8573e-04, 2.6300e-02, 5.1944e-03, -4.6560e-02, -4.0735e-02,\n", - " -3.7499e-02, -1.9160e-02, -8.8914e-02, -5.8932e-02, 8.4886e-02,\n", - " 5.4656e-02, 1.5795e-02, 2.2030e-02, 3.2333e-02, -9.0523e-02,\n", - " -5.2046e-02, 7.0533e-02, 2.2760e-02, 1.0900e-01, 3.4628e-02,\n", - " -2.6557e-02, -5.9474e-02, -3.9204e-02, -8.0948e-01, -7.2304e-02,\n", - " -4.5809e-02, -1.0018e-01, 9.4118e-02, 7.7483e-02, -1.7504e-02,\n", - " 1.0185e-01, -1.7053e-02, -1.2195e-01, -1.7779e-02, -5.8146e-03,\n", - " 6.3126e-02, 1.2210e-01, 1.1152e-01, -1.7735e-01, -2.9973e-02,\n", - " -8.8277e-02, 5.0881e-02, 7.7947e-02, 1.6046e-02, 3.1690e-02,\n", - " 5.0952e-02, 6.9659e-02, -4.6370e-02, 4.6315e-02, -7.9155e-02,\n", - " 5.5212e-03, -7.0713e-02, 3.3550e-02, -5.7695e-02, -7.5452e-02,\n", - " 1.4210e-01, 3.8523e-02, 8.4111e-02, 5.9510e-02, -2.3753e-02,\n", - " -3.1123e-02, 9.8634e-02, -9.0619e-02, 7.4661e-02, -3.1158e-02,\n", - " -5.9607e-03, -9.2624e-02, 1.4327e-01, -1.6428e-01, 5.9165e-02,\n", - " 3.5132e-02, -5.8488e-02, 4.2980e-02, 4.2041e-02, 5.7695e-02,\n", - " 5.9694e-02, -1.2585e-01, 1.0116e-01, 1.0457e-01, 1.6101e-01,\n", - " 1.0425e-01, -6.5785e-02, 1.6451e-02, -6.2165e-02, -3.0994e-02,\n", - " -1.0957e-01, -2.9063e-02, 1.0838e-03, -7.1089e-02, -2.1410e-02,\n", - " -1.7967e-02, 2.8260e-02, -4.1097e-02, -1.3215e-01, -5.1793e-03,\n", - " 1.9337e-02, -7.3226e-01, -7.0402e-02, -1.2592e-01, 1.3085e-01,\n", - " 2.0948e-03, -6.2291e-02, 5.2951e-02, 1.0671e-02, -4.7363e-02,\n", - " -2.9571e-02, -2.0520e-03, 5.9692e-02, -1.1292e-01, -3.4722e-02,\n", - " -2.4619e-02, -1.1288e-01, -4.4506e-02, 1.5694e-01, 1.6479e-02,\n", - " -4.9139e-02, -4.6141e-02, 1.2154e-01, -4.5294e-02, -6.8460e-02,\n", - " 8.2905e-02, -5.1454e-02, -1.3213e-01, 5.5452e-02, 2.7606e-02,\n", - " -1.7301e-02, 1.4594e-01, -3.9856e-02, -3.3299e-02, -4.7933e-02,\n", - " -6.6703e-03, -7.6020e-02, -8.8420e-02, -5.4488e-02, 1.7546e-02,\n", - " -1.1262e-02, -1.1244e-01, 4.5473e-02, -7.6613e-02, -1.1551e-02,\n", - " 5.6473e-02, -7.5254e-03, -9.7075e-02, -6.2775e-02, 8.1501e-02,\n", - " -1.0970e-01, -1.2536e-01, -3.7206e-02, 7.6179e-02, 3.1974e-02,\n", - " 1.7963e-02, 4.1551e-02, -5.0572e-02, 3.2873e-02, 3.1030e-02,\n", - " 4.8469e-02, 5.5628e-03, -5.1760e-02, -1.1697e-01, -2.8380e-02,\n", - " -1.0519e-01, -6.9322e-02, 9.5309e-02, -1.1252e-02, 3.1118e-02,\n", - " 5.8415e-02, -6.4343e-02, 5.9302e-02, -1.2628e-01, 7.4608e-02,\n", - " 4.5645e-02, 4.9558e-02, -1.1602e-02, -3.0191e-01, 1.7126e-03,\n", - " -1.2306e-02, -1.4154e-01, -1.1961e-02, 1.1135e-02, 8.9661e-02,\n", - " 4.3307e-02, 1.8112e-01, -1.6345e-01, -2.4491e-02, 1.3022e-02,\n", - " 4.1310e-03, -3.9362e-02, 1.2061e-02, 6.5923e-02, 2.2768e-02,\n", - " -3.3115e-02, -5.4854e-02, -7.4674e-02, -1.3092e-01, -1.2131e-01,\n", - " -5.5934e-03, -8.6006e-02, -1.4455e-01, 4.5123e-02, -1.2537e-01,\n", - " -8.7328e-03, 2.9963e-02, 5.3944e-02, -1.9016e-02, 5.7332e-02,\n", - " -1.0872e-01, -2.6657e-02, -2.6316e-02, 8.7106e-02, 1.0272e-02,\n", - " -3.1050e-02, -2.5202e-03, -2.3700e-02, -1.5075e-02, 4.2988e-02,\n", - " -4.5972e-04, 2.8189e-02, 3.8057e-02, -7.2333e-02, -3.8516e-02,\n", - " 6.6651e-02, -6.8975e-02, 1.0745e-01, -1.4713e-01, 1.0875e-02,\n", - " 5.5039e-03, -1.3332e-01, -4.6649e-02, 1.1980e-03, 6.7277e-03,\n", - " 1.5349e-01, -2.0419e-02, -8.0585e-02, 3.1838e-02, 1.1117e-01,\n", - " 2.1918e-02, 2.9982e-02, 8.1723e-02, -1.8992e-02, -4.6943e-02,\n", - " -4.5348e-02, -1.4594e-01, -6.4863e-02, 5.0684e-02, 6.3399e-02,\n", - " 6.5548e-03, 5.2162e-02, -3.2086e-02, 2.8139e-02, 2.0336e-02,\n", - " -5.1686e-02, 1.6549e-02, 9.7592e-03, 6.0088e-02, -1.3918e-01,\n", - " 3.6904e-02, -6.1635e-02, 6.1292e-05, -2.9618e-02, -7.2230e-03,\n", - " -7.4127e-02, -3.2037e-02, 3.8631e-02, 3.7884e-02, 6.3458e-02,\n", - " -3.4274e-02, 2.5123e-02, 9.3946e-03, 6.4055e-02, 9.1846e-03,\n", - " -4.2031e-02, 4.1415e-02, 5.3456e-02, -1.1636e-02, -4.2090e-02,\n", - " 2.5382e-02, 4.1783e-02, 1.1138e-01, -7.0360e-02, -7.1505e-02,\n", - " 5.5541e-02, 1.9128e-03, 1.2220e-01, 5.0960e-03, 1.0768e-01,\n", - " -9.1054e-03, 1.3206e-02, 6.6382e-02, -1.0436e-01, -8.1415e-02,\n", - " -3.4986e-02, 7.7435e-02, -1.9259e-01, 2.5770e-02, -1.0653e-01,\n", - " 9.8523e-03, 7.3112e-02, 1.0827e-01, 7.8133e-02, -1.3252e-01,\n", - " -2.3007e-02, 1.5554e-01, -1.3331e-03, -1.3471e-01, 1.0872e-02,\n", - " -1.6264e-02, -1.1778e-01, 3.9070e-03, 1.8290e-02, -1.0065e-02,\n", - " 1.1456e-01, 7.5414e-03, 3.2451e-02, -1.6716e-02, 1.2536e-01,\n", - " 3.4859e-02, 2.6031e-02, 1.8494e-03, 1.1959e-01, 9.2029e-02,\n", - " 9.7261e-02, 6.1421e-02, 6.6285e-02, -1.3142e-01, 6.9378e-02,\n", - " 1.4688e-01, 6.8263e-03, 3.7917e-02, -1.9300e-02, -1.6156e-02,\n", - " -5.9789e-02, -8.1488e-02, -5.0506e-02, -5.9910e-02, -1.1464e-01,\n", - " 1.5368e-01, -1.7974e-02, 2.5808e-02, 2.0889e-02, 6.2885e-03,\n", - " 4.2314e-02, 9.3887e-02, 7.5613e-03, 6.4320e-02, -1.9764e-02,\n", - " 1.6588e-01, 1.0584e-02, 9.8279e-02, 1.1575e-01, -5.0032e-03,\n", - " 1.0459e-01, 8.5060e-02, 6.1192e-02, 1.0315e-01, -5.0588e-02,\n", - " -1.2036e-01, 7.3793e-02, -6.1256e-02, -1.1899e-01, 9.9655e-03,\n", - " -1.1367e-01, -1.2256e-02, 2.0358e-01, -1.9536e-03, 2.3521e-01,\n", - " 1.9291e-02, 5.9019e-02, 9.2041e-02, 1.7384e-01, -9.7989e-02,\n", - " -3.3187e-02, 1.0656e-01, 4.0050e-02, 7.8605e-03, -2.0018e-02,\n", - " -7.1673e-03, -8.6108e-02, 1.0743e-01, 1.1870e-02, 1.4138e-02,\n", - " 1.1051e-02, -1.2513e-03, 1.2446e-01, 1.3893e-01, 1.0496e-01,\n", - " 1.2115e-01, 4.0829e-03, 2.3537e-02, -2.8697e-02, 1.0635e-01,\n", - " -1.5224e-03, 6.6991e-02, 8.7317e-03, -9.7830e-02, -1.5091e-02,\n", - " -2.1814e-02, -7.0198e-02, 9.7433e-02, -3.9316e-02, 3.0703e-02,\n", - " 2.6333e-02, 1.9475e-02, 1.4384e-01, -3.7045e-02, -1.0915e-02,\n", - " -2.0406e-02, -5.8466e-02, -3.7232e-02, -3.7696e-02, 1.3165e-01,\n", - " 3.9667e-02, -1.6338e-01, -1.0876e-01, -6.5494e-02, -1.7859e-02,\n", - " 1.5690e-01, 4.0397e-02, 1.9921e-02, 4.7067e-02, 1.2507e-01,\n", - " 4.3233e-02, 9.1374e-02, 1.9799e-02, 3.7023e-02, 1.8405e-02,\n", - " -4.1450e-02, -6.8685e-03, 5.4057e-02, 3.9020e-02, -7.2173e-03,\n", - " 9.3989e-03, -5.0828e-02, 6.8553e-03, 1.1304e-01, 4.2380e-03,\n", - " -3.8414e-01, 1.4165e-02, -2.5416e-02, -1.6064e-02, 6.4136e-02,\n", - " -2.4504e-02, -3.9681e-02, -1.1092e-01, -5.2864e-02, 1.5435e-02,\n", - " 3.5241e-02, 1.1724e-01, -1.6482e-02, 5.2745e-03, 2.0544e-01,\n", - " -5.4327e-02, -1.0500e-02, 1.7230e-01, -7.9888e-02, 8.0434e-02,\n", - " -3.1743e-02, 1.9764e-03, -1.4253e-01, -5.8595e-02, 3.6786e-03,\n", - " 5.2437e-02, 5.7553e-02, -9.4242e-02, 6.4327e-02, 1.3649e-02,\n", - " -6.8153e-02, 1.1261e-02, -3.1071e-02, 8.1090e-02, -5.6856e-02,\n", - " -2.7045e-02, -5.8044e-02, 7.7529e-02, 6.5637e-02, -1.3842e-01,\n", - " -9.4013e-02, 7.2198e-03, 5.0275e-02, -7.0681e-02, -7.5821e-02,\n", - " -3.8702e-02, -3.5890e-02, -7.5177e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8447, 0.8442, 0.8258, 0.8455, 0.8208, 0.8428, 0.8014, 0.8315, 0.8506,\n", - " 0.8288, 0.8373, 0.8114, 0.8265, 0.8163, 0.8410, 0.7896, 0.8201, 0.8325,\n", - " 0.8292, 0.8472, 0.8465, 0.8390, 0.8539, 0.8206, 0.8208, 0.8336, 0.8174,\n", - " 0.8165, 0.8008, 0.8484, 0.8400, 0.8324, 0.8278, 0.8337, 0.8602, 0.8533,\n", - " 0.8069, 0.8424, 0.8268, 0.8183, 0.8542, 0.8400, 0.8340, 0.8211, 0.8384,\n", - " 0.8360, 0.8707, 0.8529, 0.8540, 0.8516, 0.8367, 0.8424, 0.8203, 0.8160,\n", - " 0.8070, 0.8461, 0.8529, 0.7834, 0.8565, 0.8075, 0.8263, 0.8082, 0.8158,\n", - " 0.8209, 0.8608, 0.8285, 0.8379, 0.8374, 0.8303, 0.8295, 0.8477, 0.8417,\n", - " 0.8570, 0.8266, 0.8440, 0.8125, 0.8371, 0.8174, 0.8394, 0.8444, 0.8428,\n", - " 0.8401, 0.7906, 0.8377, 0.8147, 0.8330, 0.8232, 0.8649, 0.8449, 0.8428,\n", - " 0.8240, 0.8489, 0.7576, 0.8193, 0.8217, 0.8403, 0.8016, 0.8487, 0.8452,\n", - " 0.8169, 0.8462, 0.8443, 0.8307, 0.8294, 0.8279, 0.8224, 0.8457, 0.8292,\n", - " 0.8404, 0.8061, 0.8327, 0.8385, 0.8351, 0.8418, 0.8674, 0.8555, 0.8330,\n", - " 0.8414, 0.8331, 0.8298, 0.8276, 0.8485, 0.8490, 0.5818, 0.8169, 0.8390,\n", - " 0.8207, 0.8096, 0.8085, 0.8675, 0.8509, 0.8506, 0.7892, 0.8300, 0.8412,\n", - " 0.8445, 0.8473, 0.8278, 0.8254, 0.8340, 0.8491, 0.8401, 0.8189, 0.7842,\n", - " 0.8236, 0.8249, 0.8389, 0.8335, 0.8130, 0.8133, 0.7952, 0.8066, 0.7988,\n", - " 0.8345, 0.8452, 0.8188, 0.8313, 0.8132, 0.8485, 0.8386, 0.8515, 0.8356,\n", - " 0.8529, 0.8556, 0.8083, 0.8520, 0.8221, 0.8123, 0.7733, 0.8390, 0.8419,\n", - " 0.8331, 0.8281, 0.8379, 0.8266, 0.8145, 0.8231, 0.8415, 0.8382, 0.8261,\n", - " 0.6309, 0.8448, 0.8362, 0.8623, 0.8420, 0.8190, 0.8276, 0.8515, 0.8360,\n", - " 0.8321, 0.8372, 0.8388, 0.8257, 0.8146, 0.8172, 0.8320, 0.8399, 0.8223,\n", - " 0.8448, 0.8263, 0.8265, 0.8256, 0.8499, 0.8130, 0.8297, 0.7713, 0.8565,\n", - " 0.8211, 0.8447, 0.8282, 0.8283, 0.8298, 0.8342, 0.7783, 0.8612, 0.7975,\n", - " 0.8151, 0.8323, 0.7772, 0.8376, 0.8327, 0.8219, 0.8451, 0.8303, 0.8326,\n", - " 0.6361, 0.8249, 0.8154, 0.8542, 0.8213, 0.7948, 0.8413, 0.8201, 0.8315,\n", - " 0.8435, 0.8288, 0.8338, 0.8264, 0.8300, 0.8370, 0.8200, 0.8414, 0.8364,\n", - " 0.8013, 0.8449, 0.8201, 0.8555, 0.8430, 0.8133, 0.8330, 0.8271, 0.8637,\n", - " 0.8209, 0.8396, 0.8299, 0.8395, 0.8153, 0.7952, 0.8422, 0.8328, 0.8494,\n", - " 0.8553, 0.8565, 0.8573, 0.8108, 0.7636, 0.8508, 0.8421, 0.8396, 0.8279,\n", - " 0.8194, 0.8517, 0.8319, 0.8423, 0.8395, 0.8481, 0.8152, 0.8572, 0.8419,\n", - " 0.8380, 0.8371, 0.8232, 0.8456, 0.8261, 0.8302, 0.8446, 0.8069, 0.8534,\n", - " 0.8401, 0.8494, 0.8096, 0.8187, 0.8300, 0.8129, 0.8057, 0.8245, 0.8453,\n", - " 0.8108, 0.8099, 0.8323, 0.8241, 0.8162, 0.8384, 0.8404, 0.8136, 0.8227,\n", - " 0.8146, 0.8117, 1.6179, 0.8173, 0.8288, 0.8146, 0.8182, 0.8552, 0.8439,\n", - " 0.8370, 0.8430, 0.8479, 0.8643, 0.8390, 0.8352, 0.8180, 0.8427, 0.8040,\n", - " 0.8310, 0.8465, 0.8456, 0.8525, 0.8575, 0.8486, 0.8229, 0.8038, 0.8576,\n", - " 0.8372, 0.8169, 0.8291, 0.7992, 0.8272, 0.8324, 0.8276, 0.8250, 0.8650,\n", - " 0.8311, 0.8521, 0.8143, 0.8314, 0.8428, 0.7867, 0.8465, 0.7968, 0.8432,\n", - " 0.8449, 0.8400, 0.8341, 0.8381, 0.8296, 0.8051, 0.8199, 0.8313, 0.8140,\n", - " 0.8288, 0.8149, 0.8175, 0.8423, 0.8281, 0.8229, 0.8219, 0.8500, 0.8418,\n", - " 0.8374, 0.8405, 0.8400, 0.8487, 0.8523, 0.7743, 0.8452, 0.8413, 0.8274,\n", - " 0.8256, 0.8345, 0.8230, 0.2616, 0.8310, 0.8185, 0.8153, 0.8533, 0.8601,\n", - " 0.8467, 0.8478, 0.8307, 0.8456, 0.8353, 0.8388, 0.8402, 0.8540, 0.8607,\n", - " 0.8311, 0.8172, 0.8431, 0.8426, 0.8203, 0.8223, 0.8080, 0.8479, 0.8052,\n", - " 0.8210, 0.8449, 0.8410, 0.7975, 0.8370, 0.8196, 0.8087, 0.8325, 0.8776,\n", - " 0.8205, 0.8276, 0.8354, 0.8336, 0.8440, 0.8164, 0.8555, 0.8157, 0.8323,\n", - " 0.8145, 0.8394, 0.8432, 0.8563, 0.8376, 0.8363, 0.8288, 0.8391, 0.7856,\n", - " 0.8411, 0.8088, 0.8614, 0.8448, 0.8362, 0.8304, 0.8486, 0.8371, 0.8287,\n", - " 0.8607, 0.8137, 0.8189, 0.8302, 0.8201, 0.8140, 0.8251, 0.8340, 0.8143,\n", - " 0.8597, 0.8312, 0.8357, 0.8427, 0.8404, 0.8547, 0.8348, 0.8524, 0.8161,\n", - " 0.8214, 0.8170, 0.8262, 0.8672, 0.8238, 0.8156, 0.8211, 0.8124, 0.7963,\n", - " 0.8405, 0.8367, 0.8628, 0.8195, 0.8393, 0.8450, 0.8301, 0.8269, 0.8367,\n", - " 0.8469, 0.8233, 0.8172, 0.8439, 0.8368, 0.8320, 0.8349, 0.8426, 0.8279,\n", - " 0.8528, 0.8247, 0.8354, 0.8403, 0.8224, 0.8458, 0.8458, 0.8213, 0.8562,\n", - " 0.8452, 0.8198, 0.8405, 0.8469, 0.8527, 0.8151, 0.8307, 0.8111, 0.7746,\n", - " 0.8165, 0.8438, 0.8367, 0.8429, 0.8395, 0.8649, 0.8063, 0.8252, 0.8409,\n", - " 0.8346, 0.8306, 0.8122, 0.8533, 0.8034, 0.8301, 0.8263, 0.8433, 0.8316,\n", - " 0.8067, 0.8378, 0.8446, 0.8643, 0.7550, 0.8403, 0.8295, 0.7943, 0.8429,\n", - " 0.8481, 0.8489, 0.8590, 0.8370, 0.7877, 0.8655, 0.8457, 0.7998, 0.8556,\n", - " 0.8312, 0.8072, 0.8758, 0.8321, 0.8440, 0.8091, 0.8323, 0.8460, 0.8207,\n", - " 0.8248, 0.8564, 0.8331, 0.8312, 0.8442, 0.8295, 0.8521, 0.8392, 0.8046,\n", - " 0.8335, 0.8597, 0.8558, 0.8242, 0.8492, 0.8403, 0.8191, 0.8288, 0.8204,\n", - " 0.8260, 0.8447, 0.8378, 0.8448, 0.8438, 0.8331, 0.8302, 0.8218, 0.8319,\n", - " 0.8657, 0.8049, 0.8029, 0.8064, 0.8315, 0.8414, 0.8355, 0.8488, 0.8542,\n", - " 0.8420, 0.7802, 0.8629, 0.8011, 0.8223, 0.8500, 0.8484, 0.8460, 0.8498,\n", - " 0.8385, 0.8279, 0.8610, 0.8513, 0.8527, 0.8253, 0.8313, 0.8297, 0.8351,\n", - " 0.8035, 0.8283, 0.8446, 0.8344, 0.8170, 0.8368, 0.8450, 0.8398, 0.8054,\n", - " 0.8321, 0.8283, 0.8070, 0.8446, 0.8296, 0.8343, 0.8676, 0.8221, 0.7967,\n", - " 0.8229, 0.8578, 0.8651, 0.8409, 0.8460, 0.8264, 0.8310, 0.8284, 0.8543,\n", - " 0.8361, 0.8392, 0.8257, 0.8105, 0.8582, 0.8196, 0.8246, 0.8526, 0.8279,\n", - " 0.8269, 0.8242, 0.8076, 0.8396, 0.8265, 0.8370, 0.8301, 0.8274, 0.8170,\n", - " 0.8281, 0.7974, 0.8149, 0.8549, 0.8173, 0.8337, 0.8475, 0.8441, 0.8154,\n", - " 0.8303, 0.8452, 0.8222, 0.8412, 0.8273, 0.8342, 0.8289, 0.8395, 0.8216,\n", - " 0.8455, 0.7872, 0.7967, 0.8433, 0.7560, 0.8304, 0.8243, 0.8051, 0.8456,\n", - " 0.8372, 0.8151, 0.8468, 0.8452, 0.8296, 0.8506, 0.8245, 0.8186, 0.8403,\n", - " 0.8407, 0.8445, 0.8247, 0.8466, 0.8265, 0.8462, 0.8468, 0.8161, 0.8353,\n", - " 0.8473, 0.8413, 0.8491, 0.8072, 0.8217, 0.8258, 0.8248, 0.8308, 0.8406,\n", - " 0.8218, 0.8552, 0.8188, 0.8036, 0.8079, 0.7939, 0.8472, 0.8502, 0.8185,\n", - " 0.8479, 0.8111, 0.8234, 0.8553, 0.8411, 0.8377, 0.8371, 0.8568, 0.8214,\n", - " 0.6456, 0.8565, 0.8414, 0.8478, 0.8395, 0.8347, 0.8481, 0.8320, 0.8236,\n", - " 0.8321, 0.8410, 0.8473, 0.8432, 0.8804, 0.7857, 0.8464, 0.8286, 0.7936,\n", - " 0.8464, 0.8247, 0.8539, 0.8375, 0.8597, 0.8197, 0.8270, 0.8315, 0.8363,\n", - " 0.8561, 0.8477, 0.8218, 0.8480, 0.8548, 0.8228, 0.8339, 0.8328, 0.8076,\n", - " 0.8016, 0.8303, 0.8528, 0.8277, 0.8526, 0.8531, 0.8448, 0.8132, 0.7983,\n", - " 0.8375, 0.8206, 0.8446], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.0434e-02, -6.6574e-02, -5.3411e-02, -3.7473e-03, -1.0855e-01,\n", - " -2.5190e-02, -1.2747e-01, -8.0729e-02, 1.2454e-03, 2.1830e-02,\n", - " -7.4600e-02, -1.1655e-01, 3.7097e-02, -5.2080e-02, -2.3333e-02,\n", - " -1.4724e-01, -8.1681e-02, -9.0290e-02, -1.3640e-02, -6.4035e-02,\n", - " -1.3044e-01, -1.5306e-02, -6.1007e-02, -1.6939e-01, -5.6227e-02,\n", - " -1.2686e-01, -3.7969e-02, 2.9934e-02, 3.8393e-02, -8.9227e-02,\n", - " -3.2811e-02, -4.2680e-02, -1.3964e-01, -2.8615e-03, -1.9903e-02,\n", - " -4.5810e-02, 3.9919e-02, -3.9523e-02, -5.0239e-02, 7.6281e-02,\n", - " 2.8437e-02, 5.1372e-02, -1.2479e-02, -9.7882e-02, -7.1457e-02,\n", - " -1.0540e-04, -2.6029e-02, -4.5152e-02, -2.9636e-02, -3.9736e-02,\n", - " 5.1432e-02, -8.1544e-02, -1.1939e-01, -2.4400e-02, -1.2422e-01,\n", - " -6.6767e-02, -8.0397e-02, 7.6838e-02, -2.0085e-02, 2.3329e-02,\n", - " -4.2266e-02, -1.5425e-01, -5.9279e-02, -3.3451e-02, -1.9278e-02,\n", - " -1.1394e-01, -7.8742e-03, -3.7558e-02, -1.7364e-02, 2.0172e-02,\n", - " 3.0023e-02, -1.0167e-01, 2.0659e-02, -7.7266e-03, -9.0087e-02,\n", - " -3.8153e-02, -2.1861e-02, -5.8918e-03, -1.0826e-01, -1.2729e-01,\n", - " -7.3373e-02, -6.8534e-02, -1.0027e-01, -9.7525e-02, -3.7095e-02,\n", - " 1.0309e-02, -3.0280e-02, -3.0040e-02, 1.3849e-02, -1.0163e-01,\n", - " 2.2553e-02, 5.0153e-02, -1.7362e-01, -5.3377e-02, -3.9739e-02,\n", - " 2.1268e-02, -1.0780e-01, -1.2092e-03, -4.8188e-02, 2.9974e-02,\n", - " -2.0472e-02, -2.2645e-04, -1.0002e-01, -2.3018e-02, -4.0754e-02,\n", - " -5.2450e-02, -3.5255e-02, 2.6819e-02, 4.6068e-03, -4.4663e-02,\n", - " 2.9248e-02, -2.6605e-02, 1.1381e-02, 6.7287e-03, -3.6448e-03,\n", - " -5.1187e-02, -6.0767e-04, -6.8383e-03, 2.1426e-02, -6.9556e-02,\n", - " -2.5026e-02, -3.7308e-02, -7.1907e-02, -1.5625e-01, -1.1506e-01,\n", - " 5.4456e-02, -6.8356e-02, -1.0098e-01, 1.4837e-02, -2.7549e-02,\n", - " -3.9342e-02, -8.9119e-02, -8.2797e-04, -1.6720e-02, 2.3796e-02,\n", - " 1.2355e-03, -8.0419e-02, -5.6699e-02, 2.0797e-03, 5.0174e-03,\n", - " -6.6264e-03, -6.4845e-02, -2.5441e-02, -1.4580e-01, -1.0586e-01,\n", - " 4.3328e-02, -5.0488e-02, 1.6404e-03, 3.6633e-02, -1.4401e-01,\n", - " 1.5159e-02, -1.6362e-01, 3.8709e-02, -5.2711e-02, -1.8626e-02,\n", - " -7.5729e-02, -5.5352e-02, -7.8262e-02, -4.4010e-02, -3.5784e-02,\n", - " -3.9811e-02, 2.5602e-02, -9.2414e-04, -4.9390e-02, -8.2070e-02,\n", - " -5.6103e-02, -1.2689e-01, -6.5351e-02, 1.0304e-01, -4.6269e-02,\n", - " 1.1972e-02, -1.0165e-03, -5.8980e-02, -1.0035e-01, -2.3426e-02,\n", - " -1.0944e-01, -1.0950e-01, -5.5063e-02, -6.3111e-02, -6.1464e-02,\n", - " 5.8724e-02, -7.1554e-02, 5.3993e-02, -3.1396e-02, -4.5347e-02,\n", - " -9.3896e-03, -1.2156e-01, -7.2647e-02, -9.9593e-02, -2.1577e-02,\n", - " 2.3320e-02, 4.9790e-02, -1.2477e-01, 2.2985e-02, -9.4525e-02,\n", - " -7.1457e-02, -1.7645e-02, -1.1834e-01, -2.2370e-02, -2.2903e-02,\n", - " 4.6797e-02, -2.3321e-02, -5.8783e-02, 2.3218e-02, -1.0205e-03,\n", - " -1.2596e-01, -8.5174e-02, -2.0600e-02, -7.0131e-02, -7.8297e-02,\n", - " 9.3474e-03, 2.3925e-02, -1.1426e-01, -1.6562e-01, -5.1602e-02,\n", - " -1.6173e-02, 5.2140e-02, -2.1642e-02, -1.4453e-01, 1.3547e-02,\n", - " -8.1211e-02, -1.1853e-01, -1.5630e-02, -6.8336e-02, 5.3673e-02,\n", - " -5.7086e-02, -6.0969e-02, 7.5101e-03, -1.1143e-01, -8.0739e-03,\n", - " 1.2283e-02, -8.6508e-02, -1.0784e-01, -1.5422e-02, -1.1286e-02,\n", - " -5.5254e-02, -2.6176e-02, -2.1493e-02, -1.1141e-01, 5.7634e-02,\n", - " -7.1005e-02, -8.5546e-02, 7.0352e-02, -1.0610e-01, -4.5532e-02,\n", - " -4.6055e-02, -9.2581e-03, -3.4471e-02, 3.4109e-02, 3.6170e-02,\n", - " 4.2674e-03, -1.5947e-01, -6.2083e-02, -1.5680e-02, -8.7279e-02,\n", - " -3.3763e-02, 4.8817e-02, 2.6907e-02, -9.5887e-02, -5.6328e-02,\n", - " -9.0758e-02, -3.7893e-02, -3.5122e-02, -3.6924e-02, -2.8473e-02,\n", - " 1.0867e-01, -1.6066e-02, -2.0317e-02, -7.1949e-02, -3.2856e-02,\n", - " -2.6639e-02, -7.2007e-02, 4.1333e-02, -9.2563e-02, 7.6693e-03,\n", - " -3.2851e-02, -2.9394e-02, -3.4945e-02, -1.7228e-02, 4.8761e-02,\n", - " -7.4312e-02, -1.1608e-01, 1.7526e-02, -1.2904e-02, 1.7517e-02,\n", - " -5.1080e-02, -1.0684e-01, -8.5033e-02, -1.0802e-02, -2.6085e-02,\n", - " -5.2837e-02, -3.8999e-02, 3.1314e-02, -5.2433e-02, -1.0462e-01,\n", - " -5.5095e-02, -8.2696e-02, -1.4362e-01, -1.1650e-01, 2.2637e-02,\n", - " -6.4085e-04, -9.5339e-02, -4.1822e-03, -1.1618e-01, -1.4910e-01,\n", - " 5.0148e-03, 4.5802e-03, 2.8265e-02, 1.2884e-01, 3.4291e-02,\n", - " 2.5331e-02, 1.3152e-02, -1.0017e-01, -5.4800e-02, -4.2957e-02,\n", - " -5.9099e-02, -4.9694e-02, -4.6802e-02, -2.9493e-02, -3.1559e-02,\n", - " -4.3551e-03, -1.1286e-01, -7.7375e-02, 1.0809e-01, -3.0017e-02,\n", - " -1.4722e-03, -7.0181e-02, -5.3466e-02, 5.7469e-02, 5.0175e-02,\n", - " -9.7988e-02, -4.2461e-02, -5.8318e-02, -9.6333e-02, 9.4398e-03,\n", - " -6.8912e-02, 4.7488e-03, -1.1016e-02, -7.0517e-03, 1.3384e-02,\n", - " -5.2445e-02, -1.0048e-01, -5.2579e-02, -5.3505e-02, -7.9745e-02,\n", - " 4.6614e-02, -6.7940e-03, 1.2135e-01, -1.0074e-02, 5.4526e-02,\n", - " 1.7721e-02, 1.4867e-02, -8.1992e-02, -1.0205e-02, -1.3016e-02,\n", - " 1.0559e-02, -3.2391e-02, -9.0619e-02, 1.8612e-03, -8.4933e-02,\n", - " -3.4331e-02, -6.6296e-02, -1.1073e-01, -5.0133e-02, -1.1443e-01,\n", - " -7.5488e-02, 1.7416e-02, -6.3808e-02, 4.2427e-02, -2.5619e-02,\n", - " 1.5155e-02, 3.5429e-03, -7.7792e-02, -2.4987e-03, 7.6519e-02,\n", - " -1.4248e-02, -6.0049e-02, -5.8134e-03, 3.8734e-03, -1.5892e-02,\n", - " -2.8932e-02, 6.9523e-01, 2.8123e-03, 4.3016e-02, -9.9778e-02,\n", - " 7.7378e-03, 2.9819e-02, -9.8470e-02, -4.6133e-02, 7.7382e-02,\n", - " -3.6013e-02, -8.2106e-02, -7.0760e-02, 1.9589e-02, -2.7839e-02,\n", - " -2.9317e-02, 3.1324e-02, 1.8205e-02, -1.2056e-01, 6.0795e-02,\n", - " 4.4223e-02, -3.7467e-02, -8.3812e-02, -3.4703e-02, 1.0543e-01,\n", - " 6.7851e-02, -5.5800e-02, 4.1706e-02, -1.5438e-01, 3.2448e-02,\n", - " 8.2413e-03, 8.8163e-03, -2.1921e-02, -2.1825e-02, -7.7382e-03,\n", - " -9.8243e-02, -3.2763e-02, 4.3209e-02, -6.1806e-02, -3.8630e-02,\n", - " -4.2999e-02, 8.0443e-03, -7.4465e-02, 5.2662e-02, 2.9299e-02,\n", - " -5.5018e-02, -1.3068e-02, 7.2473e-02, 6.3509e-02, -9.6659e-02,\n", - " 3.2465e-02, 4.4939e-02, 3.6742e-02, -1.3732e-01, -5.0668e-03,\n", - " -1.0867e-01, -3.6120e-02, -5.0998e-03, -5.8174e-02, -1.4730e-02,\n", - " -7.2590e-02, -4.3036e-02, -8.6519e-02, -2.8613e-02, -1.8881e-02,\n", - " -1.8718e-02, 9.3062e-02, -4.9632e-02, -3.2292e-02, 1.9902e-02,\n", - " -8.6374e-02, -2.2647e-02, -9.1689e-02, 2.6578e-02, -1.2772e-01,\n", - " -1.0356e-01, 3.1135e-02, -9.5284e-02, 5.4222e-02, 4.7273e-02,\n", - " -4.4214e-02, 2.1283e-02, -4.1030e-02, -1.4686e-01, -1.6848e-01,\n", - " 5.2594e-03, -1.0676e-01, 4.8309e-02, -9.3499e-02, -5.5058e-02,\n", - " -5.7908e-02, -1.7933e-02, -4.3438e-02, -1.3059e-01, -2.4160e-02,\n", - " -6.9908e-03, -2.5864e-02, -5.0902e-02, 1.6604e-02, 8.9533e-02,\n", - " -6.5033e-02, -7.9915e-02, 3.5131e-02, -4.3749e-03, 2.8347e-02,\n", - " 9.2552e-03, -8.5458e-02, -1.3573e-01, 1.7077e-02, -3.4571e-02,\n", - " -3.7896e-04, -1.3808e-02, -4.7865e-02, -4.6461e-02, -3.9436e-02,\n", - " -2.5896e-02, -1.0460e-02, -5.9742e-02, -5.1335e-02, -7.9553e-02,\n", - " -6.5883e-02, -8.0358e-02, 2.6505e-02, 7.1873e-02, -1.9227e-02,\n", - " -7.0099e-02, -2.3376e-02, -7.9206e-02, 8.2827e-04, 1.4612e-02,\n", - " 1.2630e-02, -1.2755e-02, -2.2332e-02, 2.5340e-02, -6.9585e-02,\n", - " -1.5328e-01, 1.1375e-03, -8.6955e-02, 6.8137e-02, -4.7797e-02,\n", - " 1.8844e-02, -7.9612e-02, -1.4139e-01, 7.2054e-03, -8.6015e-03,\n", - " 1.8380e-02, -7.3243e-03, 1.8561e-02, -5.2474e-02, -8.2518e-02,\n", - " -4.2025e-02, -6.7892e-03, 8.0981e-03, -6.4537e-02, -9.9288e-02,\n", - " 8.8514e-02, -7.7035e-02, -2.4197e-02, -1.0051e-01, 1.4705e-01,\n", - " -6.2921e-02, -6.3178e-02, -3.8450e-02, -2.1408e-02, 2.5654e-02,\n", - " 1.1040e-01, 9.0883e-03, -3.2891e-02, -1.4906e-01, -1.2870e-01,\n", - " 9.5794e-04, 1.6663e-02, -7.0759e-02, -6.3398e-02, -5.2613e-02,\n", - " 2.6132e-02, -2.0406e-02, -1.3057e-01, -7.9481e-02, 2.2808e-02,\n", - " -1.7124e-02, -2.8898e-02, -1.0358e-01, -2.1171e-02, 3.8249e-02,\n", - " -7.3625e-02, -8.3378e-02, -7.7610e-02, -3.4281e-02, -4.2846e-03,\n", - " -8.1903e-03, -1.0042e-01, -1.1125e-01, -3.7076e-02, 7.4860e-03,\n", - " -6.7294e-02, -5.2037e-02, 7.2620e-02, -1.0061e-01, 5.9421e-02,\n", - " 3.0626e-02, -8.8924e-02, -5.0402e-02, -5.8265e-03, -8.6237e-03,\n", - " 1.2796e-03, -2.5012e-01, -1.3213e-02, -1.0232e-02, -2.1428e-02,\n", - " -2.7362e-02, 9.1895e-03, -8.9266e-02, -3.0052e-02, -6.3955e-02,\n", - " -2.1762e-02, -3.4595e-02, -6.5752e-02, -4.1349e-02, -1.0338e-01,\n", - " -4.0735e-02, -4.0802e-02, 5.5953e-02, -6.2148e-02, -1.0414e-01,\n", - " -1.2424e-01, -5.4106e-02, -4.6655e-02, -4.4401e-02, -6.0556e-02,\n", - " -5.7612e-02, 3.6996e-02, -2.6795e-02, -1.0736e-01, -1.6758e-02,\n", - " -2.8592e-03, -2.0220e-02, -2.6132e-02, -1.6469e-02, 2.2311e-02,\n", - " -1.0203e-01, -3.6910e-02, -3.7493e-02, -6.9833e-02, -7.1135e-02,\n", - " -5.5654e-02, -1.5174e-01, 3.9553e-02, -7.4312e-02, -2.9360e-02,\n", - " -5.6188e-02, -1.0084e-01, -8.4631e-02, -1.2945e-01, -5.0129e-02,\n", - " -6.2667e-02, -9.0259e-02, -6.9464e-02, -1.0825e-01, -5.5985e-02,\n", - " 4.1804e-02, -1.0288e-01, -2.6528e-02, 6.7392e-02, -3.5018e-02,\n", - " 5.5683e-02, -5.7320e-02, -8.3557e-02, -5.2974e-02, -1.3502e-01,\n", - " -6.3524e-02, -5.5015e-02, -9.2393e-02, -8.9890e-02, -1.8675e-02,\n", - " -1.7783e-02, -1.0325e-01, -8.2868e-02, -5.5405e-02, 1.1491e-02,\n", - " -6.3522e-02, 4.3123e-02, -1.1421e-01, 1.5681e-02, -5.2091e-02,\n", - " -5.5900e-03, -2.2682e-02, -1.2387e-01, -1.2129e-01, -4.4534e-02,\n", - " -1.4000e-01, -1.1038e-02, -6.8755e-04, -3.3310e-02, -6.8200e-02,\n", - " -7.4302e-03, -1.3760e-01, -6.3926e-02, -6.2201e-02, -2.1785e-02,\n", - " -3.9153e-02, 1.3362e-02, -1.2367e-01, -2.9912e-04, 1.2394e-02,\n", - " -6.9428e-02, -5.5328e-02, -7.4410e-02, 6.1534e-02, -3.0991e-02,\n", - " -4.2157e-02, -5.9767e-02, -5.0850e-02, -2.5900e-02, -4.2066e-02,\n", - " -4.1019e-02, 4.8172e-02, -5.5493e-02, 1.1516e-02, 4.3468e-03,\n", - " -8.6590e-02, -1.4976e-02, 1.5131e-03, -6.1278e-02, -1.0165e-01,\n", - " -9.4644e-02, -1.5040e-01, -8.0096e-02, -3.7907e-02, -1.2631e-01,\n", - " -4.7390e-02, -4.8927e-02, -1.0660e-01, -7.6180e-02, -2.4753e-02,\n", - " -7.6707e-02, 2.3271e-02, -7.5854e-02, -5.1075e-02, -5.1269e-02,\n", - " 1.3336e-01, -3.4960e-02, -9.3685e-03, 3.8359e-03, -9.5763e-02,\n", - " 3.2682e-02, -1.7301e-02, 3.9936e-02, -1.7392e-02, -2.4943e-03,\n", - " -2.4463e-02, -8.9341e-02, -7.1354e-02, -6.0614e-02, -1.7234e-01,\n", - " 1.7273e-02, -6.3628e-02, -1.4222e-01, 2.6857e-02, -2.5513e-02,\n", - " -3.5461e-02, -6.6671e-02, -1.2773e-03, 3.5062e-03, -2.2206e-02,\n", - " -7.4084e-02, -3.2961e-02, 1.7992e-02, -7.0513e-02, -1.0699e-01,\n", - " -1.0735e-02, 3.3612e-02, -2.3259e-02, -1.3494e-01, 6.0601e-02,\n", - " -7.0173e-02, 6.8896e-02, -1.0629e-01, -1.3854e-02, 6.7230e-03,\n", - " -5.7314e-02, -7.5823e-02, -5.2118e-02, 4.6215e-02, 3.0333e-02,\n", - " -4.6445e-02, -2.3776e-02, -2.0884e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.4508e-01, 4.0926e-01, -3.2818e-01, -2.8698e-02, -2.6105e-01,\n", - " -8.8865e-03, 2.8272e-01, 2.9035e-01, -8.6735e-02, 3.9802e-01,\n", - " -4.6361e-01, 2.4600e-01, -2.4015e-03, 1.6364e-01, -1.6594e-01,\n", - " 1.1448e-01, -1.6527e-01, -1.9590e-01, -4.7394e-01, 1.3412e-02,\n", - " -3.2246e-01, -2.0455e-01, -2.9871e-01, -7.5479e-01, -2.5058e-01,\n", - " -4.8019e-01, 3.2120e-01, 4.7050e-01, -4.2813e-01, -2.3382e-01,\n", - " 1.5975e-01, 4.1236e-01, 4.7742e-02, -1.6802e-01, 3.1377e-01,\n", - " 3.1468e-02, 3.5128e-01, 2.1830e-01, 4.0055e-01, -2.1037e-01,\n", - " 9.8628e-02, 5.1369e-02, 1.0907e-01, 1.2204e-01, -1.9320e-01,\n", - " 3.0569e-02, 3.9870e-01, 3.7900e-01, -4.4496e-02, -7.2506e-02,\n", - " 2.7730e-01, -6.3626e-02, -1.2510e-01, 2.5065e-01, -1.4116e-01,\n", - " 3.8364e-03, -3.4918e-01, 6.1462e-02, -4.0289e-02, 2.7615e-01,\n", - " -4.3128e-01, 3.8404e-01, 3.5214e-01, 8.8987e-02, -2.0994e-01,\n", - " -3.0099e-01, 4.4209e-01, 1.7082e-02, 2.6703e-01, -2.1336e-01,\n", - " -3.5081e-01, -2.4673e-01, 1.2711e-01, -5.1729e-02, -7.7975e-02,\n", - " 2.9086e-01, -3.9449e-02, -4.0342e-02, -9.4289e-02, -1.9269e-01,\n", - " -2.8471e-01, -1.5820e-01, -1.2040e-01, 2.7786e-01, -4.6609e-01,\n", - " 8.6754e-02, -4.4512e-02, 2.6015e-01, 3.0046e-01, -2.1110e-01,\n", - " -3.2694e-02, -3.2132e-01, 3.9820e-02, 1.2422e-01, -4.5760e-02,\n", - " -1.3882e-01, 1.0724e-02, 6.0416e-01, 5.6361e-02, 3.3893e-01,\n", - " -1.0727e-01, -2.9847e-01, 1.3799e-01, 1.4339e-01, 1.0604e-01,\n", - " 3.0317e-02, -2.1509e-02, -2.8212e-01, 3.6434e-01, -7.3510e-04,\n", - " 1.8325e-01, 5.7849e-01, -1.3259e-01, -5.4389e-02, -3.4781e-01,\n", - " -1.3035e-01, 1.4072e-01, -3.9989e-02, -2.4629e-01, -1.7324e-01,\n", - " -2.7020e-01, -1.1128e-01, -2.4905e-01, 5.6958e-02, 6.3161e-02,\n", - " -1.1693e-02, 3.0437e-01, 3.5988e-03, 2.7290e-01, -1.0965e-01,\n", - " -5.8476e-02, -6.2916e-02, 1.9371e-01, -9.6598e-02, 5.3410e-02,\n", - " -6.9992e-02, 1.6707e-01, 9.9596e-02, 6.8458e-02, -9.0280e-02,\n", - " -5.6491e-03, 1.0587e-01, 8.4272e-02, -6.0270e-02, -9.9839e-02,\n", - " 9.5956e-02, -2.6354e-02, 1.8333e-01, 1.0886e-01, -3.4768e-02,\n", - " 1.0146e-02, 4.3109e-02, 7.3632e-02, -1.8869e-01, 4.9009e-03,\n", - " 9.7823e-02, -1.5463e-01, 9.6551e-02, -1.7016e-01, -4.2408e-03,\n", - " 3.7589e-02, 1.0548e-01, -2.4917e-01, -6.7972e-02, 4.9516e-02,\n", - " 5.8423e-02, -4.4414e-01, -1.8490e-01, -1.1509e-02, -8.6616e-02,\n", - " -1.2172e-01, 1.8567e-01, 9.8076e-04, -9.4050e-02, -1.4864e-02,\n", - " 8.6890e-02, 4.7251e-02, 6.5057e-02, -7.7482e-02, -2.7404e-01,\n", - " 8.3824e-02, -2.8188e-03, 3.5813e-02, 3.1096e-01, -4.1060e-02,\n", - " 2.5648e-02, -1.0568e-01, -3.5177e-01, 9.1710e-02, 1.3746e-01,\n", - " -2.9364e-04, -6.5756e-03, 7.8764e-02, -2.5017e-02, -1.1843e-01,\n", - " -8.3804e-02, 9.4933e-03, 4.1693e-02, -1.8016e-01, 2.5127e-01,\n", - " 1.1569e-02, 1.3666e-01, 2.3710e-01, 2.8105e-01, 6.2747e-02,\n", - " 6.3472e-03, 5.2125e-02, 3.1336e-02, 9.0075e-02, 2.9148e-01,\n", - " -1.7410e-03, 4.2045e-02, 6.5335e-02, -8.4220e-02, 2.7035e-01,\n", - " -5.3156e-03, -9.5809e-02, -2.1902e-01, -1.4360e-01, 4.1428e-01,\n", - " 5.8233e-02, -6.6352e-02, 1.6432e-01, 6.9439e-02, -1.2712e-01,\n", - " -1.2199e-01, -1.7467e-01, 5.6447e-02, -7.6137e-02, -7.6485e-02,\n", - " -1.5909e-01, -8.5181e-02, 4.9547e-02, 1.1584e-01, -1.7746e-01,\n", - " -9.2439e-02, 1.1206e-02, 6.6615e-02, 2.8272e-01, 1.8882e-02,\n", - " 4.5987e-01, 1.4605e-01, -4.1574e-02, -1.1825e-01, -2.1566e-01,\n", - " -1.4596e-01, 8.5446e-02, -7.8131e-02, 7.0683e-02, 2.4640e-01,\n", - " 1.2893e-02, 3.6038e-02, 1.6615e-01, 1.0816e-01, 7.0824e-02,\n", - " -3.0924e-02, -1.1722e-01, 1.4870e-01, -2.9171e-01, -1.8393e-01,\n", - " -9.4880e-02, -7.7596e-02, 2.7846e-01, -1.7737e-02, -1.3460e-01,\n", - " 2.7650e-01, 1.5727e-01, 3.2214e-01, 1.4791e-01, 9.5211e-02,\n", - " -5.6741e-02, -3.2463e-01, -4.2387e-01, 7.3569e-01, -2.6549e-02,\n", - " -5.4388e-02, 1.1667e-01, 4.0011e-01, 3.0355e-01, -8.6620e-02,\n", - " 2.8283e-01, 3.5839e-02, 1.7588e-01, -1.3057e-01, -2.8893e-01,\n", - " -1.1985e-01, -2.5533e-01, 2.4863e-01, 2.6188e-01, -4.8448e-02,\n", - " -1.2723e-01, 2.2823e-01, 4.7734e-01, 4.1029e-01, 1.2397e-01,\n", - " 8.9113e-02, 1.3167e-01, -1.6434e-01, 1.7638e-01, -1.1045e-01,\n", - " 1.1808e-01, -1.1646e-01, -1.8070e-02, 9.9072e-02, 2.3005e-01,\n", - " 3.3255e-01, 6.0030e-02, 9.3791e-02, 1.6549e-01, -1.4476e-01,\n", - " 1.3611e-01, 2.3269e-01, 8.3314e-02, -8.7980e-02, 2.6533e-02,\n", - " -1.6021e-01, 8.5629e-02, -2.0695e-01, -1.9889e-01, -3.0654e-02,\n", - " -2.2832e-02, 4.4552e-02, -2.5519e-02, -1.2239e-01, 1.1476e-03,\n", - " 1.5598e-01, 9.5248e-02, -4.4761e-02, -8.0380e-02, -1.4541e-01,\n", - " 2.6812e-01, 1.6802e-01, 7.8162e-02, 3.1746e-02, 9.4722e-03,\n", - " 7.2411e-02, 2.1135e-01, 1.7691e-01, 7.0296e-02, -2.9222e-02,\n", - " -6.7535e-02, 7.9958e-02, 1.0588e-01, 1.0048e-01, 7.0618e-02,\n", - " 1.0144e-01, -8.2547e-03, 1.1782e-01, -2.3025e-01, -3.9648e-01,\n", - " 7.4790e-02, -1.8932e-01, -2.9609e-02, 3.0226e-01, -9.8183e-02,\n", - " 6.4902e-02, -3.1430e-01, 4.6957e-02, -2.0649e-01, 1.1137e-01,\n", - " -1.2659e-01, -3.5504e-02, -8.8870e-02, 8.3719e-02, -5.1739e-02,\n", - " -5.2174e-02, -6.5855e-02, -5.0843e-02, 2.9274e-02, -5.3974e-02,\n", - " 5.3451e-02, 1.3143e-02, -6.8927e-02, -3.5941e-02, 1.4883e-01,\n", - " -6.1372e-02, -3.3196e-02, -6.3640e-02, 1.9921e-02, -5.1276e-02,\n", - " -7.2964e-04, -1.1961e-01, 8.3787e-02, -1.2137e-01, -2.0852e-01,\n", - " 2.9758e-01, -3.8699e-01, 7.7345e-02, -5.1349e-03, -8.6968e-02,\n", - " -8.0035e-03, 3.0792e-01, 1.9037e-01, 9.1157e-03, -1.8449e-01,\n", - " -1.0910e-02, 3.7047e-01, -2.1832e-01, -2.6093e-01, 3.8370e-01,\n", - " 2.0055e-01, -2.9054e-01, -2.0295e-01, -2.7846e-01, 4.5800e-02,\n", - " -1.3268e-01, 2.2434e-03, -8.5056e-04, 5.8994e-01, 2.7035e-01,\n", - " -1.7660e-01, 5.2023e-02, -1.4849e-02, 1.5524e-01, 7.1256e-02,\n", - " 1.5615e-01, 3.7199e-01, -1.6906e-01, -2.4232e-01, -1.9754e-01,\n", - " 2.2402e-01, -2.6044e-01, -7.0554e-01, 1.0146e-01, 4.2055e-02,\n", - " -6.6369e-02, -1.6213e-01, -9.5376e-02, -4.5736e-01, 1.6891e-01,\n", - " 8.3917e-02, -7.0126e-01, 1.6386e-01, 1.7145e-01, 5.2917e-02,\n", - " -1.0409e-01, -2.7164e-01, -8.6378e-02, 3.9808e-02, 1.4597e-01,\n", - " 2.8720e-01, -1.1189e-01, 3.3640e-01, -3.4760e-02, 1.2804e-01,\n", - " 2.9205e-02, -4.9959e-01, -2.6029e-01, -2.9684e-02, 2.5219e-01,\n", - " -1.6198e-01, 4.0059e-02, -7.1787e-02, -1.9445e-01, -3.2336e-01,\n", - " 2.8838e-01, 1.2361e-01, 5.0745e-01, 5.0571e-01, 4.5394e-02,\n", - " 4.2681e-01, -2.4060e-01, -4.4395e-02, 2.8781e-01, -3.1175e-01,\n", - " -1.1434e-02, 3.0151e-01, -1.3853e-02, -2.2816e-02, 1.7311e-01,\n", - " 1.5809e-01, 4.0244e-02, -2.3952e-01, 3.0609e-01, -2.6309e-01,\n", - " 9.7075e-02, -4.3569e-01, -2.2369e-01, 4.2203e-01, 1.6532e-01,\n", - " -2.8449e-01, -3.1811e-01, -1.3243e-01, 2.8926e-01, -1.6043e-01,\n", - " -1.5083e-01, -3.8745e-02, -8.5798e-02, -1.2027e-01, 2.3618e-01,\n", - " 7.3756e-02, -6.0224e-02, -7.0630e-02, -2.9251e-01, -1.5558e-01,\n", - " -1.4424e-01, -2.9698e-01, 1.8194e-01, 1.6356e-01, 1.4792e-01,\n", - " -5.6139e-02, -1.5214e-01, 1.3954e-01, 2.0345e-01, -3.5457e-01,\n", - " 3.1902e-01, 2.9132e-01, -2.5712e-02, -3.4282e-01, 2.8795e-01,\n", - " -1.0619e-01, -2.2829e-01, -1.9555e-02, -1.2334e-02, -3.7453e-02,\n", - " 2.0738e-02, 1.7494e-02, 1.3835e-02, -1.4225e-02, -2.8143e-02,\n", - " -1.9602e-02, -3.0784e-02, 7.1251e-02, 1.5991e-02, 3.3960e-02,\n", - " -3.2359e-02, 2.7350e-02, -8.7807e-06, -5.5479e-02, 6.1875e-02,\n", - " 2.5380e-02, 5.2908e-02, -1.1359e-01, 9.6852e-03, 6.4524e-02,\n", - " -7.2602e-03, -6.2563e-02, -6.1265e-02, 2.4494e-02, -2.9495e-02,\n", - " -1.7313e-01, 7.4921e-02, 4.5862e-02, 6.1688e-02, -9.3834e-03,\n", - " 8.4144e-02, 4.5950e-03, -1.0053e-01, -5.6149e-02, 1.1004e-01,\n", - " 1.4374e-02, -4.6802e-03, 5.2541e-02, -3.6170e-02, -8.5449e-03,\n", - " -5.5921e-03, -3.0417e-02, 1.2495e-02, 4.3075e-02, 2.1870e-02,\n", - " 5.5257e-02, 2.2086e-02, 1.0849e-01, 2.0664e-03, 2.6770e-03,\n", - " -1.7639e-02, 3.0090e-02, 2.7612e-02, 1.7620e-02, 1.1148e-02,\n", - " 8.8009e-03, 5.0295e-02, -1.9110e-02, 7.2534e-02, 5.2390e-02,\n", - " 6.6740e-02, -1.2662e-01, -1.9853e-01, 8.5399e-02, -1.7892e-01,\n", - " 3.9913e-01, -5.4832e-03, 7.6531e-01, -1.6634e-01, 9.4297e-02,\n", - " -1.9521e-01, -1.0406e-01, -1.7094e-01, 6.5702e-02, -2.9591e-01,\n", - " 3.5312e-01, 1.4194e-01, 5.0648e-02, 1.2027e-01, 3.7924e-02,\n", - " -1.1917e-01, -4.7965e-01, 4.4047e-02, -2.6374e-02, 2.2073e-01,\n", - " -5.3977e-02, -1.7584e-01, 4.8521e-01, 2.1894e-01, 1.4986e-01,\n", - " 4.1464e-03, 6.5722e-02, 1.4616e-01, -4.9844e-02, -6.8974e-03,\n", - " -2.8312e-01, -5.7417e-01, -9.2799e-02, -1.4554e-01, -3.8905e-01,\n", - " 2.3642e-01, -5.8813e-02, -1.1237e-01, 1.3307e-01, -3.8011e-02,\n", - " -1.4164e-01, -4.4391e-02, -1.3205e-01, -9.9911e-03, 2.7255e-02,\n", - " -2.7728e-02, 4.6621e-03, -3.8725e-01, 1.7742e-01, 2.1446e-01,\n", - " 3.1606e-01, 1.2446e-01, -8.7867e-03, 6.6143e-02, -5.5724e-01,\n", - " 1.5215e-01, 5.1904e-01, 1.2371e-01, -3.4215e-02, -3.6434e-01,\n", - " -7.3646e-02, -1.3974e-01, 1.4744e-01, -5.5181e-02, -1.6336e-01,\n", - " -8.3859e-03, 1.2114e-01, 2.0644e-01, 3.3841e-01, -8.9701e-02,\n", - " -6.3812e-02, 1.7981e-01, 1.5882e-01, 1.8502e-02, 3.1529e-02,\n", - " -4.1496e-03, -9.2225e-02, 3.1884e-02, 9.3185e-02, -1.5027e-01,\n", - " -1.9594e-01, -2.9305e-02, -4.3637e-01, -1.9229e-01, 8.2728e-02,\n", - " 2.6421e-01, -2.2657e-01, -1.2674e-01, -1.0844e-02, -1.1295e-02,\n", - " 2.1947e-03, 5.3566e-02, 1.6224e-01, 1.4061e-01, 9.1433e-02,\n", - " -2.7725e-02, -1.3336e-01, -1.6402e-01, 8.1144e-03, 1.6365e-01,\n", - " 3.3805e-02, 1.1567e-01, 8.9398e-02, -7.8129e-03, -7.8674e-02,\n", - " -1.2069e-01, 1.2097e-02, 1.9971e-02, 2.3145e-01, 5.1792e-02,\n", - " 4.1265e-01, -7.7811e-02, 1.9249e-01, 2.1463e-01, -3.5297e-01,\n", - " 2.0544e-01, 5.1848e-02, 2.1828e-01, 2.9808e-02, -4.2434e-01,\n", - " -8.1091e-03, -1.2185e-01, -4.8018e-02, 1.8182e-01, -1.8021e-02,\n", - " 8.1570e-03, 3.5845e-02, -9.9781e-02, 9.8045e-02, 1.0515e-02,\n", - " 5.8585e-02, 1.2970e-01, -3.9113e-02, 2.0388e-02, 9.9133e-02,\n", - " 4.1355e-03, -7.0560e-02, -1.0300e-03, -1.1426e-01, -2.2303e-03,\n", - " 7.0617e-02, 1.0825e-01, -3.2928e-02, 3.0130e-03, 1.4302e-01,\n", - " 2.5474e-02, 2.0752e-02, -6.9888e-02, 2.6346e-03, -1.9667e-02,\n", - " 6.8254e-02, 6.9824e-02, -7.5233e-02, -3.2858e-02, -7.6477e-03,\n", - " -9.2041e-02, 1.1518e-01, 1.1256e-02, 1.4313e-01, -5.3999e-02,\n", - " 7.3000e-03, 6.2105e-02, 3.7213e-02, 8.1041e-02, -1.3787e-01,\n", - " 5.5780e-02, 9.5053e-03, -8.1575e-02, -2.1757e-02, -6.3689e-02,\n", - " 2.3786e-02, 2.5164e-02, -1.0112e-01, 3.1668e-02, -3.8108e-03,\n", - " 3.5306e-02, -4.5158e-02, 8.9193e-02, -7.6088e-02, -4.0536e-02,\n", - " -3.5524e-02, -1.2220e-01, 7.1624e-02, 9.4083e-02, 4.6922e-02,\n", - " -5.8193e-03, -5.8785e-02, -1.7030e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-5.1302e-03, 8.3288e-03, 3.7764e-03, 9.2886e-03, -4.1818e-03,\n", - " -8.0358e-03, 3.5761e-03, 5.2791e-03, -3.3368e-03, 3.7632e-03,\n", - " -1.5047e-02, -2.0337e-04, 5.4255e-04, 1.0059e-02, -3.7468e-03,\n", - " 3.0774e-03, -5.6145e-03, -5.8512e-03, 3.1476e-03, -3.6925e-03,\n", - " -3.6824e-03, -9.4856e-03, -8.8461e-03, 9.3814e-03, -8.3268e-04,\n", - " -8.7729e-06, 7.3185e-03, -1.2624e-03, -7.3559e-03, -7.0218e-04,\n", - " 1.2133e-02, 5.2247e-03, 7.1147e-04, -1.1045e-03, -1.0163e-02,\n", - " 1.6899e-03, -6.4589e-03, 4.5035e-03, -8.3532e-04, -1.3693e-02,\n", - " -6.7875e-04, -1.4988e-03, -5.6895e-03, -4.9859e-04, -5.1949e-03,\n", - " -5.2369e-03, 2.4274e-04, -1.3338e-03, 6.7811e-03, 4.1668e-03,\n", - " 6.2696e-03, 1.1148e-02, -9.6457e-03, 1.2593e-02, -9.0818e-04,\n", - " -6.4721e-03, -4.5739e-04, 7.4203e-03, 6.2956e-03, -3.1220e-03,\n", - " 3.9140e-03, 1.2706e-02, -6.6556e-03, 2.3061e-03, -6.5851e-03,\n", - " 3.6104e-03, -8.9584e-03, -2.0235e-03, -1.1585e-03, 7.3765e-03,\n", - " -1.9621e-03, 8.3438e-03, -3.7611e-03, 7.8270e-03, -3.1439e-03,\n", - " 3.2501e-05, 7.7944e-03, 7.3723e-03, 3.7257e-04, 1.3025e-03,\n", - " -5.0248e-03, 1.2767e-02, 6.4775e-04, 3.0374e-03, 2.4107e-03,\n", - " 6.6254e-04, -1.6845e-03, -9.3327e-03, -3.7502e-03, 1.4687e-03,\n", - " 4.7891e-03, -4.0374e-04, -2.3680e-03, -2.5337e-03, 1.6769e-02,\n", - " 6.1376e-03, -5.8544e-03, -3.0495e-03, 1.0262e-02, 1.2358e-03,\n", - " 5.9900e-04, 2.1606e-03, -4.6924e-03, 1.2841e-03, 8.3675e-03,\n", - " -3.1137e-03, -4.2472e-03, -5.3760e-03, 8.4747e-03, -3.6133e-04,\n", - " -8.0652e-03, -2.4218e-03, 2.0553e-03, -4.0989e-03, -2.7732e-03,\n", - " -1.7795e-03, -3.0304e-03, -1.2412e-02, 7.3258e-03, -9.0168e-03,\n", - " 2.6175e-04, 3.2975e-03, -3.3541e-03, -7.1123e-03, -4.3704e-03,\n", - " 1.6353e-03, -4.8155e-03, 5.7381e-03, 1.3486e-03, 1.9242e-03,\n", - " 2.8553e-03, -1.3435e-03, 4.1447e-03, 8.5664e-03, -3.3285e-03,\n", - " -5.6373e-03, 3.7651e-03, 8.7291e-04, 9.6523e-03, 2.4397e-03,\n", - " -3.5199e-03, -4.2437e-03, -5.7500e-03, 3.3118e-03, -4.8787e-04,\n", - " 5.5366e-03, 1.5445e-04, -4.2360e-03, 8.2384e-03, 6.7028e-03,\n", - " -4.4803e-03, 3.9777e-03, 7.7531e-04, -4.2377e-03, 4.4656e-03,\n", - " -6.9703e-04, 5.9160e-03, 2.5390e-03, -5.2017e-03, -9.4360e-04,\n", - " -4.0294e-03, 1.3683e-03, -6.2375e-03, 3.9049e-03, -2.4717e-03,\n", - " -3.9250e-03, 6.6070e-03, -1.5868e-03, 2.5860e-03, 2.5959e-03,\n", - " -2.5748e-03, 4.7034e-03, 3.0377e-03, -9.9056e-03, -6.4792e-03,\n", - " 2.8331e-03, 6.7968e-03, -8.4656e-04, -2.7791e-03, -4.8440e-03,\n", - " 5.0385e-03, -1.3060e-03, -3.0454e-04, 1.9929e-03, -5.7856e-03,\n", - " -1.7757e-03, -2.9631e-03, 1.1093e-02, 4.0936e-03, 2.6135e-03,\n", - " -3.0115e-03, -1.4701e-03, 3.9772e-03, -9.1698e-03, 1.0290e-03,\n", - " -4.5145e-03, 1.8637e-03, 1.3076e-02, -3.0637e-03, 9.1629e-04,\n", - " -1.0319e-03, 7.4526e-03, 5.5684e-04, 1.4114e-02, -3.1485e-03,\n", - " 5.4861e-05, 7.7189e-03, 5.8066e-03, 1.1663e-03, -1.1941e-02,\n", - " 5.2102e-03, -2.1057e-02, 1.0827e-02, 3.1306e-03, 1.0640e-03,\n", - " 2.2251e-03, -5.2622e-03, 1.3634e-02, 2.5390e-03, -2.3443e-03,\n", - " -3.7504e-03, 3.1144e-03, -2.5482e-03, -3.2639e-03, 6.3506e-04,\n", - " -5.2913e-03, -6.2382e-03, 1.2539e-02, -6.3245e-03, -7.9098e-03,\n", - " -6.6960e-03, 1.9819e-02, 9.6758e-03, -4.0976e-03, 3.3031e-03,\n", - " 1.5807e-03, -4.6316e-04, -2.4124e-02, 7.6012e-03, -6.6087e-03,\n", - " 1.4942e-02, 4.3872e-03, -2.5019e-03, -5.9275e-03, -3.1618e-04,\n", - " 8.4589e-04, -3.0197e-03, -6.9097e-03, 2.9668e-03, 1.6689e-04,\n", - " -1.2891e-02, 5.6164e-03, -9.5172e-03, 2.3087e-03, 3.2720e-04,\n", - " -1.6914e-02, 1.1818e-03, -2.1898e-03, -6.3370e-03, 7.7774e-03,\n", - " 8.0652e-03, 4.5111e-03, -1.2571e-02, 1.3353e-04, -7.6691e-03,\n", - " -2.0226e-03, 6.9852e-03, 8.8881e-03, 1.3188e-03, -2.9915e-03,\n", - " 2.2818e-03, 7.7778e-04, 7.1906e-03, 4.8195e-03, -1.4466e-03,\n", - " -5.4210e-03, -3.4155e-03, -5.4726e-03, 7.0005e-03, 3.6501e-03,\n", - " -1.4743e-03, 4.3023e-03, 7.7081e-05, 6.1213e-03, -1.0957e-03,\n", - " -5.0410e-03, 8.6026e-03, -1.9473e-03, 4.1328e-03, -3.6619e-03,\n", - " 4.2601e-03, -2.4364e-04, 5.9566e-03, 1.0200e-02, -3.9990e-03,\n", - " 5.4388e-04, 2.3225e-03, 3.7459e-03, 5.5977e-03, -4.7886e-03,\n", - " -3.9621e-03, -5.4964e-03, -3.9628e-03, 4.2827e-03, -3.2566e-03,\n", - " 1.5054e-03, -1.0894e-03, 7.4682e-03, -1.0859e-03, 2.4069e-03,\n", - " 7.3260e-03, -2.8343e-03, 2.9442e-03, 2.4487e-03, -3.8532e-03,\n", - " 1.4515e-03, -4.2675e-03, 1.8276e-03, 6.2296e-03, -7.0243e-03,\n", - " 2.8384e-03, 1.7949e-03, -4.9913e-03, 5.4674e-03, 1.5858e-03,\n", - " -2.7833e-03, 2.0097e-03, -4.2470e-04, -6.1039e-04, 7.1432e-03,\n", - " 3.3823e-03, -7.2020e-03, 4.6793e-03, 1.1270e-02, 8.0252e-03,\n", - " -1.4247e-03, -6.0653e-03, -1.2493e-03, 1.6049e-03, -1.9654e-03,\n", - " 2.5375e-03, 4.2491e-03, 2.4943e-03, -3.2281e-03, 5.1710e-03,\n", - " 4.0816e-04, -3.2378e-04, -7.7038e-04, -1.9060e-03, -1.8283e-02,\n", - " 1.7526e-03, 5.3038e-03, 3.0338e-03, -5.9947e-03, -4.8969e-03,\n", - " 3.5227e-03, 2.5542e-04, -1.4685e-03, 4.5048e-03, 3.8025e-03,\n", - " -4.2944e-03, 8.1016e-03, -2.7421e-03, -3.5800e-03, 3.9776e-04,\n", - " -1.3870e-03, 4.7748e-03, 1.7043e-03, 3.2889e-03, 6.8928e-03,\n", - " 3.6414e-03, -3.4847e-03, -3.4538e-03, -4.5311e-03, 2.8151e-03,\n", - " 3.7045e-03, -1.6635e-03, -1.6178e-02, 1.2517e-03, -4.1803e-03,\n", - " -6.0054e-03, 3.1641e-03, 5.4233e-03, 3.9157e-03, 5.1750e-03,\n", - " 5.2185e-03, 6.2142e-03, -1.2196e-02, -4.8407e-03, 1.3436e-02,\n", - " 7.6290e-04, 1.0212e-03, -1.6260e-02, 1.1412e-02, -2.9017e-03,\n", - " 1.3299e-03, -7.9741e-03, 1.5542e-02, 1.3202e-02, 7.7930e-03,\n", - " 2.6094e-03, -4.9780e-03, -6.0236e-04, -5.4971e-03, 1.2049e-03,\n", - " -7.7591e-03, -2.9220e-03, 1.0948e-02, 1.2156e-02, 8.8086e-03,\n", - " 2.7358e-03, 4.4100e-03, 3.4410e-03, 8.7051e-03, -1.6376e-02,\n", - " -1.0408e-03, -6.3309e-03, -6.5444e-06, -3.6561e-03, -2.8637e-03,\n", - " 2.4621e-03, 4.8780e-03, -9.5517e-03, -1.8709e-03, -9.3360e-03,\n", - " -5.5626e-04, 1.2100e-02, -1.6965e-03, -4.5295e-03, 2.4009e-03,\n", - " 3.5705e-03, -2.4740e-04, 9.4846e-04, 1.7978e-02, 1.1255e-02,\n", - " -1.4110e-02, 9.3378e-03, 5.9406e-04, -1.0816e-03, -1.9153e-03,\n", - " -9.9570e-03, -6.4231e-03, 8.3287e-03, -5.2733e-03, -9.2165e-03,\n", - " -7.8980e-03, -5.1210e-03, -4.9115e-03, 3.6627e-03, 5.3480e-03,\n", - " -4.6405e-03, 1.0611e-02, -1.3988e-02, 1.3989e-02, 5.0791e-03,\n", - " 4.7481e-03, -1.4192e-02, 2.1132e-03, 5.6276e-03, 7.6014e-03,\n", - " -7.2236e-03, 6.4161e-03, -1.8278e-04, -8.9497e-04, -1.5053e-02,\n", - " -6.3033e-04, -1.0799e-02, -8.0744e-03, -1.6276e-04, -5.3081e-03,\n", - " -1.0770e-03, 7.9639e-03, 1.0000e-02, -9.9652e-03, 3.5813e-03,\n", - " -1.3652e-03, 1.1154e-03, 3.4591e-03, -1.9861e-03, -1.7278e-04,\n", - " -8.6864e-03, -1.3624e-02, 3.0985e-03, -8.8747e-03, 8.5841e-03,\n", - " 3.5464e-03, 1.0931e-02, -1.5238e-03, 1.9248e-03, -7.4327e-03,\n", - " 4.3876e-03, 3.7819e-03, 1.5111e-03, 6.6869e-03, 2.9391e-03,\n", - " 6.2208e-03, 3.2333e-02, 2.1137e-04, -2.5180e-03, -2.4149e-03,\n", - " -1.0009e-02, -9.5479e-03, 1.6218e-03, 1.0529e-02, 1.4993e-02,\n", - " -4.4120e-03, -1.0896e-03, 1.0645e-03, 1.8548e-03, -7.7204e-03,\n", - " -2.4908e-03, 8.1565e-03, 9.4199e-03, -7.4813e-03, -2.0265e-02,\n", - " -3.8370e-04, -6.3512e-04, -3.5159e-03, 4.5740e-03, 3.7967e-03,\n", - " -4.6607e-03, 1.4347e-03, -1.0851e-02, 1.0144e-02, 7.2111e-03,\n", - " 1.2161e-02, 6.5903e-03, -1.1021e-02, 3.9626e-03, 1.8723e-03,\n", - " -2.8675e-03, 3.4478e-03, 1.3836e-03, -2.3493e-02, -1.4485e-02,\n", - " -1.7388e-03, 1.3186e-03, -2.6020e-03, -9.3740e-03, 8.6373e-03,\n", - " -1.0377e-02, 8.4240e-03, 3.4755e-03, 8.0952e-03, -2.5862e-03,\n", - " -7.9496e-03, 9.6695e-03, -2.0219e-02, 2.0186e-03, -4.0384e-03,\n", - " -1.6687e-03, 6.1062e-03, 1.8790e-02, -5.7767e-03, 3.0407e-03,\n", - " -2.4765e-02, -4.4020e-03, -1.5588e-02, 4.6084e-03, 1.2905e-02,\n", - " 1.6700e-02, -3.4979e-04, 2.8949e-03, 6.3047e-03, 3.4338e-03,\n", - " -1.0748e-02, 5.4402e-03, -1.0429e-02, -2.9999e-03, -3.9143e-03,\n", - " 2.1626e-03, -1.2537e-02, -4.8363e-03, -6.4308e-04, 1.2598e-02,\n", - " 3.5841e-03, 3.4678e-03, -9.8889e-03, -3.6054e-03, -8.6473e-04,\n", - " -6.6963e-03, 4.7846e-03, -1.1669e-03, 1.2587e-02, -4.3402e-03,\n", - " -5.4709e-03, -6.8251e-03, -7.8695e-03, -1.2599e-03, -1.1643e-03,\n", - " 5.2548e-03, 6.2590e-03, 2.7680e-03, -1.6786e-03, 1.8554e-03,\n", - " -1.1359e-02, 1.3039e-03, -4.8453e-04, -3.8449e-03, -1.9607e-03,\n", - " 4.2294e-03, -1.5974e-03, -1.6444e-03, 3.5837e-03, 2.4326e-03,\n", - " 3.4737e-03, 2.6290e-04, 7.7000e-03, -3.4828e-03, 8.1388e-03,\n", - " -9.7263e-03, -4.7892e-03, -4.0172e-04, 7.5825e-03, -1.3446e-03,\n", - " 7.5464e-03, -1.4075e-03, -7.4817e-03, 2.8995e-03, -7.8101e-03,\n", - " -5.9170e-04, 2.2066e-03, 4.9729e-03, 7.4648e-03, -2.4316e-03,\n", - " 2.7751e-03, -1.0411e-02, 2.9722e-03, 1.2497e-03, 2.2138e-03,\n", - " 6.4543e-03, 2.6322e-03, 5.0640e-03, -4.4102e-03, -8.2334e-03,\n", - " -9.0673e-04, 2.1743e-04, 7.5699e-03, 2.3795e-03, -8.4622e-03,\n", - " 9.5279e-03, -2.1709e-03, -1.7924e-03, -7.7583e-03, -1.5809e-03,\n", - " -5.7801e-03, -8.4893e-03, -7.7946e-04, -2.3795e-03, 7.7800e-04,\n", - " -1.7315e-03, -1.4868e-03, 4.0505e-03, 1.4026e-03, 4.0124e-03,\n", - " -1.4545e-02, 7.0829e-03, -6.0565e-03, -2.3267e-03, 7.4206e-03,\n", - " 2.8154e-03, -2.2772e-03, -8.9652e-03, 7.9110e-04, -6.2045e-03,\n", - " -1.6368e-03, -4.4610e-03, 7.6555e-03, -4.4458e-03, -4.9349e-03,\n", - " 9.2547e-03, -3.1462e-03, 5.9065e-03, -3.1377e-03, 2.5414e-03,\n", - " 2.1657e-03, 2.1611e-03, -7.8510e-03, 1.2627e-02, 3.6479e-03,\n", - " 5.7595e-04, -4.5245e-03, 4.8133e-03, -9.7969e-04, 7.2643e-03,\n", - " 2.6739e-03, 6.4362e-03, 6.5354e-03, 3.7420e-03, 4.4758e-03,\n", - " -1.5490e-03, 4.5458e-03, 2.2494e-03, 3.5938e-03, -1.0137e-02,\n", - " -5.3340e-03, 1.0491e-02, 3.2842e-03, -1.1330e-02, 6.4576e-03,\n", - " -7.0191e-03, 5.3850e-03, -4.3149e-03, 5.3758e-03, -3.5054e-03,\n", - " 6.7394e-03, 3.2263e-04, -8.4865e-03, 6.4615e-03, 5.3898e-04,\n", - " 5.9353e-03, 1.2575e-03, -3.1138e-03, 6.9690e-04, 9.3829e-03,\n", - " 7.8740e-03, 1.4360e-03, 5.6550e-03, 9.8997e-03, -5.3634e-03,\n", - " 6.8690e-03, 7.9267e-03, 1.8343e-03, 4.4525e-03, 8.5435e-03,\n", - " -1.0509e-02, -8.7481e-03, -8.5376e-03, 4.9372e-03, 4.4196e-04,\n", - " -6.9548e-04, -4.4598e-03, 4.7291e-03, 8.8131e-03, -3.1288e-03,\n", - " 9.5505e-04, -6.1635e-03, 4.1042e-04, 5.0446e-03, 2.8490e-03,\n", - " -1.1715e-02, 5.7349e-04, 4.3664e-03, -9.7794e-03, -2.5288e-03,\n", - " -7.7175e-04, -4.1753e-03, 1.3881e-03, 2.0221e-03, -1.1649e-02,\n", - " 2.8649e-03, 8.3072e-03, -2.5590e-03, -4.0360e-03, -1.3669e-02,\n", - " 3.5502e-03, 1.0669e-03, -6.0694e-04, -1.4526e-02, -8.3033e-03,\n", - " -3.4418e-03, -1.1725e-02, -1.2696e-02, 1.1830e-02, -2.3799e-03,\n", - " 4.6389e-03, -6.4471e-03, 3.8907e-04], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.2299e-02, -2.6367e-02, 6.0447e-03, 2.2283e-03, 4.9795e-02,\n", - " -2.6057e-02, -4.1140e-02, 7.3834e-03, 3.7393e-03, 4.1572e-03,\n", - " -7.2408e-03, 1.7293e-02, -9.9946e-03, -2.4248e-02, -1.0810e-02,\n", - " -5.4682e-03, 1.5715e-02, -3.3484e-02, -4.0313e-02, -2.1808e-02,\n", - " -2.2321e-03, -4.2111e-02, -8.2884e-02, 2.2820e-02, -6.0114e-02,\n", - " -1.2119e-02, -2.1905e-02, -1.7609e-02, -4.6987e-03, -7.8206e-03,\n", - " -5.8907e-03, -1.1677e-02, 2.4826e-02, -3.2271e-02, 2.8491e-02,\n", - " -3.4578e-02, 1.9115e-02, -2.2898e-02, 3.8614e-02, -1.2430e-02,\n", - " 5.8304e-02, -3.3160e-02, 3.4545e-02, 1.7082e-02, -1.8707e-03,\n", - " -2.3045e-02, -2.1621e-02, 1.6515e-02, -3.5190e-02, 5.5340e-02,\n", - " -2.0109e-02, 4.5303e-02, 2.2088e-02, -4.6221e-02, 4.4516e-02,\n", - " -1.7678e-03, -1.6376e-02, 1.1652e-02, 3.1227e-02, 4.8573e-02,\n", - " 3.7540e-03, -1.9776e-02, -2.0442e-02, 2.9682e-02, 3.0170e-02,\n", - " -6.3252e-02, -3.3656e-04, -1.0758e-03, -2.4733e-02, -3.6214e-02,\n", - " 2.0490e-02, 6.1019e-02, 9.2092e-03, -1.0230e-02, 2.0029e-02,\n", - " 1.4732e-02, -1.4377e-02, 7.3691e-03, 7.9386e-03, 7.0808e-03,\n", - " -6.7272e-03, -1.3726e-02, 1.7939e-02, 3.5181e-02, -1.3306e-03,\n", - " -2.7951e-03, -1.0222e-02, 4.5112e-02, 1.9769e-02, 2.6334e-02,\n", - " 1.3393e-02, 1.2038e-03, -1.0152e-02, -1.1008e-02, -1.1050e-02,\n", - " 2.9037e-02, 5.4345e-03, 9.1334e-03, -6.0438e-02, 5.3236e-03,\n", - " -4.1544e-02, 3.3784e-02, -2.0124e-02, 2.3379e-02, -4.8836e-03,\n", - " 2.7771e-02, 8.5119e-03, -2.6334e-02, 1.9451e-02, -1.9259e-02,\n", - " -1.4547e-02, -1.5886e-02, -2.0019e-02, -1.4513e-02, 2.0345e-02,\n", - " -1.0771e-03, -7.3814e-03, -7.6110e-03, -1.4858e-02, 1.3192e-02,\n", - " 3.1926e-03, 9.7025e-03, 2.0772e-02, 2.0624e-02, -2.1204e-02,\n", - " 2.0259e-02, 2.3221e-02, -1.3380e-02, 5.2961e-03, -4.5727e-02,\n", - " -3.2335e-02, 1.2752e-02, -2.1655e-02, 8.4878e-03, -1.0461e-02,\n", - " -8.1323e-03, -2.2254e-03, 2.3296e-02, -3.1245e-02, -1.5255e-02,\n", - " -1.3938e-03, -2.1520e-03, 2.5842e-02, 7.0877e-03, -2.5437e-02,\n", - " 1.9478e-02, 2.1854e-02, 2.1544e-02, 1.5807e-02, -2.7663e-02,\n", - " -7.8710e-03, -1.0028e-02, -1.9198e-02, -1.4362e-02, 1.0178e-02,\n", - " 2.2768e-02, 1.5823e-02, 9.4488e-03, 2.3018e-02, 2.4629e-02,\n", - " 1.2725e-03, -8.8380e-03, -3.3185e-03, 2.0701e-02, 1.6012e-02,\n", - " 4.0784e-02, -9.2876e-03, 1.8457e-02, 6.1047e-03, -2.6329e-02,\n", - " -3.0907e-02, -3.3820e-02, 2.7721e-02, 8.6545e-03, 3.4921e-02,\n", - " 2.4615e-02, -3.5041e-02, -3.6652e-02, -8.0920e-03, -4.0076e-03,\n", - " 1.1025e-02, 1.4719e-02, -1.0178e-02, -6.7462e-03, 6.1475e-03,\n", - " 1.0690e-02, 3.3948e-02, 4.0691e-03, 1.5484e-02, 1.4852e-02,\n", - " -4.8426e-02, -1.2340e-02, -3.9973e-02, -5.8563e-02, -5.6882e-04,\n", - " -2.8260e-02, -4.1899e-02, 4.3900e-02, -2.2101e-02, -5.5254e-02,\n", - " 2.7403e-02, -1.2817e-02, -6.1388e-02, 3.1872e-02, 1.9924e-02,\n", - " 1.1601e-01, -4.9726e-02, 1.6305e-02, 8.3564e-03, -8.9821e-02,\n", - " 3.2523e-02, 5.5320e-04, 6.9919e-03, -4.2199e-02, 5.1612e-02,\n", - " -6.2525e-02, 8.1582e-02, 7.6495e-02, -2.6047e-02, 1.1794e-02,\n", - " -1.0404e-01, -2.7543e-02, 1.1203e-02, 1.6688e-02, 6.5550e-03,\n", - " -7.1559e-02, -3.7918e-02, 3.8551e-02, -1.3580e-03, 1.0540e-01,\n", - " 5.0308e-02, 5.0287e-02, -1.7629e-01, -8.1310e-03, -8.8743e-02,\n", - " 2.5511e-03, 4.9779e-02, -5.7165e-03, -9.5855e-02, 5.7614e-02,\n", - " 5.0306e-03, 1.1981e-01, -1.1059e-01, -3.1255e-02, -3.6411e-02,\n", - " 5.1931e-02, 7.2463e-02, 1.0570e-02, -6.8177e-02, -6.1226e-03,\n", - " -5.7269e-02, -7.7891e-03, 9.8154e-03, -1.2198e-01, 1.5314e-02,\n", - " -3.7611e-02, -3.1364e-03, -3.5201e-02, -3.5163e-03, -1.3749e-02,\n", - " -1.3749e-02, 8.1568e-03, 5.4526e-03, 1.1254e-02, 1.9219e-02,\n", - " -1.9473e-02, 5.6050e-04, -2.3288e-02, -2.0189e-02, 4.6020e-03,\n", - " -3.5094e-02, 1.6741e-03, 1.8203e-02, 1.8319e-02, 3.8532e-02,\n", - " 4.7514e-02, -3.6065e-02, 3.4001e-02, 2.3714e-02, 1.3223e-02,\n", - " -3.5889e-02, -1.6353e-02, 1.4993e-02, 4.1764e-02, -9.2005e-03,\n", - " -3.2008e-03, -3.6946e-02, 3.1888e-03, 2.0773e-02, 2.4452e-02,\n", - " -1.3674e-02, 1.9615e-02, -3.4809e-02, 9.5632e-03, -1.3561e-02,\n", - " 3.9977e-02, 2.4728e-02, 2.9580e-02, -2.1571e-02, 6.2634e-03,\n", - " -1.5969e-02, -1.0577e-02, 2.2131e-02, 2.7542e-02, -1.2137e-02,\n", - " -2.9295e-02, 1.8271e-02, -4.6944e-03, 1.0230e-02, -2.9445e-03,\n", - " -3.8199e-02, -1.8466e-02, -2.4100e-03, 5.4344e-03, 3.4232e-03,\n", - " -8.1761e-03, -2.2172e-02, -3.5269e-02, -1.1428e-02, 5.6232e-02,\n", - " 4.9590e-02, 5.0683e-03, 4.1592e-03, -8.2871e-03, 3.3098e-03,\n", - " 7.8449e-03, -1.6449e-02, 1.7421e-02, 2.0385e-02, 2.4047e-02,\n", - " -1.7413e-02, 1.5921e-02, 1.8624e-02, 1.9648e-02, -1.3769e-02,\n", - " 9.9861e-03, -1.0944e-03, -1.6762e-02, -1.1414e-02, -1.5386e-02,\n", - " -1.4050e-02, 8.4930e-03, 1.6846e-03, 8.2454e-03, -2.8057e-04,\n", - " 1.1073e-02, -2.7322e-03, -2.1658e-02, -9.7672e-04, 2.0676e-02,\n", - " -9.0476e-03, -1.2272e-02, -1.6939e-02, 1.8321e-05, 5.2752e-02,\n", - " 1.6281e-02, 2.2557e-03, -4.6928e-03, -2.8436e-02, 2.1427e-02,\n", - " -1.8507e-02, -2.5014e-02, 4.9651e-03, -2.3305e-03, -4.3125e-02,\n", - " -8.9003e-03, -1.2526e-02, -2.4863e-03, -2.3802e-02, 1.2116e-02,\n", - " 3.8443e-03, 2.6368e-03, 3.0709e-02, 8.5294e-03, 1.0057e-02,\n", - " 2.2089e-04, -1.1063e-02, -4.5478e-03, 3.7331e-02, -2.5968e-02,\n", - " 2.4441e-02, -1.6876e-02, 6.4540e-03, 4.7686e-03, -1.1398e-02,\n", - " -5.1747e-03, -8.1591e-02, 2.9000e-02, 1.2851e-02, -1.3771e-02,\n", - " -6.8794e-02, 3.0193e-02, -3.7804e-03, 1.9550e-02, -2.5658e-02,\n", - " -9.3446e-03, -2.8750e-02, -3.0803e-02, 4.4550e-03, 3.7309e-02,\n", - " 2.2961e-02, 1.8816e-02, 5.6224e-02, 1.3746e-02, 4.4757e-02,\n", - " 2.5148e-04, -9.0258e-03, -1.5699e-02, 1.6904e-02, 6.5660e-02,\n", - " -8.8467e-04, 6.6148e-03, -1.4283e-03, -2.8584e-02, 3.7046e-02,\n", - " 3.5598e-02, 5.6849e-02, 2.2077e-03, 3.4387e-02, -4.3467e-02,\n", - " -4.4730e-02, 4.6105e-02, 6.6142e-02, 6.1135e-02, -6.0494e-03,\n", - " -3.5220e-02, 8.7637e-02, 2.0479e-02, 1.7422e-02, 4.5843e-03,\n", - " -2.5563e-02, -3.3276e-03, -1.2298e-02, 5.6015e-02, -2.1853e-02,\n", - " 4.4572e-02, -7.2469e-02, -8.2292e-03, 3.1514e-02, -1.7087e-02,\n", - " -1.6349e-02, -4.8072e-02, -1.2006e-02, 1.4473e-02, 5.1638e-02,\n", - " -7.7877e-02, -2.3963e-01, -3.1920e-02, -1.4294e-02, 4.1624e-02,\n", - " -2.2896e-02, -2.6133e-02, 7.2512e-03, 2.4202e-02, -3.6245e-02,\n", - " 2.2548e-02, 2.8968e-02, -4.5986e-02, 3.4617e-02, -9.8823e-03,\n", - " -1.9043e-02, 2.2954e-02, 7.6192e-02, 1.6216e-02, -1.8726e-02,\n", - " -1.4333e-02, 1.0262e-02, -2.0601e-02, 6.0842e-02, -8.2446e-03,\n", - " -7.1374e-02, -1.1112e-02, 1.9850e-02, 3.8210e-02, -4.3007e-02,\n", - " 1.8476e-02, -7.7458e-03, -9.5591e-03, 1.6103e-02, 4.8699e-02,\n", - " -7.6612e-02, -1.7848e-02, 2.1309e-02, 2.7335e-02, -5.1940e-02,\n", - " -2.8181e-03, -4.2079e-03, 4.7544e-02, 1.3033e-02, -1.6478e-02,\n", - " 1.0937e-02, -5.7132e-03, 3.8025e-02, -4.5309e-03, 1.9538e-02,\n", - " 4.0640e-02, 4.3414e-02, 2.8984e-03, 2.3042e-02, -2.1066e-02,\n", - " 1.9655e-02, 3.3952e-02, -5.4006e-03, 1.1982e-02, -1.2347e-02,\n", - " 4.9834e-02, 3.4514e-02, -1.2949e-02, -4.8296e-02, -7.7759e-03,\n", - " 1.6666e-02, -3.2815e-03, -1.6735e-02, 1.8327e-02, -6.0400e-04,\n", - " 3.4366e-02, -2.1058e-02, 5.3747e-02, 9.4805e-02, -3.0550e-03,\n", - " 6.0545e-03, -2.4723e-03, 1.9174e-02, -8.1860e-02, -6.5610e-03,\n", - " 3.5513e-02, -1.0977e-03, 2.6217e-02, 3.0029e-02, 6.7290e-03,\n", - " -1.6525e-02, -8.8000e-02, -1.5388e-01, 2.0500e-02, -1.2735e-02,\n", - " 1.9180e-02, 7.8665e-03, -6.7336e-03, 1.0310e-02, 2.9901e-02,\n", - " 2.3626e-02, -4.5601e-02, -1.4132e-02, 8.7256e-02, 1.8397e-02,\n", - " 7.0418e-03, -1.8900e-03, 1.1786e-01, -9.0956e-03, -2.5941e-02,\n", - " 3.8710e-02, -7.2845e-03, -2.0759e-03, -2.8251e-02, -6.1092e-03,\n", - " 1.9707e-02, 2.5508e-03, 2.3336e-02, -5.2097e-03, 2.2738e-02,\n", - " 1.8183e-02, 2.4673e-02, -9.7911e-03, 2.1014e-02, -1.0311e-02,\n", - " 3.5164e-02, -6.2241e-03, -1.4077e-01, 2.1790e-02, 4.2409e-03,\n", - " 1.4800e-02, 2.2960e-03, 2.0558e-02, 1.0431e-02, -1.2270e-02,\n", - " 4.3609e-02, 2.0709e-02, -6.9609e-02, -8.1132e-02, -8.4682e-02,\n", - " -2.9434e-02, -1.4355e-01, -1.5126e-02, 2.9518e-02, -1.1384e-01,\n", - " -1.6683e-02, -9.8539e-02, -2.2149e-02, 5.1461e-02, 5.8523e-02,\n", - " -1.5309e-01, -1.4919e-02, 3.5592e-03, -5.1674e-02, 4.2507e-02,\n", - " 9.7244e-02, 9.7473e-03, 2.8738e-02, -8.9230e-03, -9.8830e-02,\n", - " 7.7710e-03, 3.5607e-02, 8.0602e-02, 7.1595e-02, 2.9805e-02,\n", - " -4.4460e-02, 2.5833e-02, 2.6351e-02, 4.1435e-03, 2.5592e-01,\n", - " 3.1922e-02, -5.3518e-02, 3.4014e-02, -2.1606e-01, -6.1330e-02,\n", - " -5.0663e-02, -1.1274e-02, -4.2331e-03, -1.0860e-02, 4.3373e-02,\n", - " -8.3659e-02, -5.0398e-02, -2.0691e-02, -1.3180e-02, -2.6989e-02,\n", - " 6.2227e-02, 5.1282e-02, 7.7988e-02, -1.6864e-02, -6.7923e-02,\n", - " -7.8919e-02, -1.7750e-02, 2.7830e-02, 3.9274e-02, 2.2867e-02,\n", - " 2.1030e-02, -2.2316e-02, -4.6299e-03, -1.1694e-02, -3.2891e-02,\n", - " -2.8493e-02, 8.4015e-03, 2.3036e-02, -3.0386e-03, -4.8378e-02,\n", - " 9.9557e-03, 9.6439e-04, 5.3331e-02, -3.7254e-03, -2.2312e-02,\n", - " 4.0513e-03, -2.5879e-02, -9.1014e-03, -2.0190e-02, -1.2775e-02,\n", - " 1.9315e-02, 1.0687e-02, 1.5014e-02, 3.6512e-02, -1.1713e-02,\n", - " -5.2126e-02, -8.6976e-04, -1.0995e-02, -5.7366e-02, 2.6705e-02,\n", - " -4.5372e-03, 1.5001e-02, 3.8321e-02, -3.5469e-02, -1.6535e-02,\n", - " -6.0002e-02, 4.1784e-02, -6.3892e-03, 3.7532e-02, 1.6330e-02,\n", - " -3.4147e-02, -1.1365e-02, 2.4485e-02, 4.9513e-02, -1.5101e-02,\n", - " 3.4222e-02, -1.3525e-02, 1.0752e-02, -1.0896e-02, -4.4762e-02,\n", - " -3.6113e-02, 7.9229e-03, 5.5873e-02, -2.0338e-03, 2.5597e-02,\n", - " -5.1385e-02, 8.9843e-03, 6.2625e-02, -1.2141e-03, -2.1407e-02,\n", - " 2.7776e-03, -3.4962e-03, -2.0886e-02, -2.2423e-02, 9.7180e-03,\n", - " 6.3014e-03, -1.8907e-02, -1.0427e-02, 1.1548e-02, -8.8326e-04,\n", - " 1.3924e-03, -5.0359e-03, 2.1305e-02, -2.1989e-02, 2.1543e-02,\n", - " -2.3430e-03, -9.7738e-04, 1.7061e-02, -5.0949e-03, -1.4141e-02,\n", - " -3.0202e-03, 1.6349e-02, 1.5002e-02, -3.1997e-02, 1.3311e-02,\n", - " 1.2690e-01, -4.4591e-02, -3.4404e-03, 6.2991e-02, 4.5215e-03,\n", - " 1.5560e-02, 3.1768e-02, -1.5103e-02, -2.0088e-02, 1.6693e-02,\n", - " -1.3721e-02, -2.8177e-02, -9.0486e-03, 1.8221e-02, 3.9827e-02,\n", - " -5.5550e-02, 1.7972e-02, -1.0785e-02, -1.7799e-02, -2.9102e-03,\n", - " -7.6985e-03, -2.3899e-02, 1.0650e-02, -1.9104e-03, -1.5920e-02,\n", - " 2.2434e-02, 1.6145e-02, 1.9242e-02, -4.7098e-03, 1.7613e-02,\n", - " 9.6937e-03, -8.3046e-02, 1.3067e-02, -2.3601e-03, 2.8663e-02,\n", - " 1.4150e-02, -5.6467e-03, 9.9477e-03, -1.0502e-02, 5.4545e-03,\n", - " 1.1272e-02, -1.5929e-02, -2.7044e-02, -1.0705e-02, 1.9881e-02,\n", - " -1.0167e-02, -1.6105e-02, -1.9589e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.4578e-02, 5.0511e-02, -6.8908e-02, -9.6279e-03, 8.6479e-03,\n", - " -5.1858e-02, -3.5535e-02, -6.3147e-02, 2.5675e-02, -3.3494e-02,\n", - " 1.9736e-02, -1.8779e-02, 5.7686e-02, -4.9109e-02, -5.7644e-02,\n", - " -1.1658e-02, -2.9885e-02, 9.4720e-04, -6.5287e-02, 4.3729e-02,\n", - " -6.6305e-02, 1.0682e-02, -4.5261e-02, 1.1219e-02, 3.4694e-02,\n", - " -3.7734e-02, -1.1385e-01, -6.8868e-02, 1.8240e-01, -2.6260e-02,\n", - " -3.0932e-03, 3.0622e-02, -6.5912e-02, -7.9868e-03, 1.6600e-02,\n", - " 3.8526e-02, 2.8402e-02, 1.8586e-03, 1.9479e-02, 6.6594e-02,\n", - " -1.7092e-02, -1.3248e-02, 9.3206e-02, 1.0075e-02, 4.0507e-02,\n", - " -3.5256e-02, 2.5725e-02, -4.9262e-02, 6.7931e-02, 2.0545e-02,\n", - " 1.0578e-01, -7.0147e-04, -1.0848e-01, 5.9003e-02, 1.6285e-02,\n", - " -3.5881e-02, 5.5070e-02, -7.4909e-02, -5.5673e-02, 3.0501e-02,\n", - " -7.1883e-02, 6.4878e-02, -7.8643e-02, -3.2429e-02, 1.9860e-02,\n", - " -1.1668e-02, -3.9158e-02, 5.0506e-02, -3.9235e-02, 2.1725e-02,\n", - " 7.0619e-02, -2.0162e-02, -4.1833e-02, 1.1306e-01, -8.4074e-02,\n", - " 8.9877e-02, -6.3786e-02, -6.1886e-02, -2.8581e-02, -8.9214e-02,\n", - " -7.7227e-02, 1.4581e-02, -2.3004e-03, -3.1740e-02, 3.7133e-02,\n", - " 9.5641e-02, -8.5445e-02, 1.0434e-01, 1.5207e-02, -4.5802e-02,\n", - " 7.7261e-02, -2.9115e-02, -1.5408e-01, -2.1505e-02, -4.7861e-03,\n", - " 4.7817e-02, 5.6556e-03, -2.2699e-03, -4.3931e-02, -1.7476e-02,\n", - " 7.5618e-02, -4.1800e-02, 2.7486e-02, 7.7542e-02, 9.5427e-02,\n", - " -3.0486e-02, -1.1847e-01, 2.1911e-02, 4.1940e-02, 5.1217e-02,\n", - " -3.6692e-02, 1.1423e-02, -7.3405e-03, 4.1624e-02, 6.0775e-02,\n", - " -5.8090e-02, -3.6631e-02, -7.1071e-03, -5.3239e-02, 2.9959e-02,\n", - " -5.8497e-02, -5.7950e-02, 2.1623e-02, -1.1494e-01, -3.0187e-02,\n", - " 4.5352e-02, -1.5585e-02, -9.3303e-02, 3.1678e-03, -2.1818e-02,\n", - " 1.0442e-02, -1.1039e-01, -5.8945e-02, 2.9058e-02, -3.8107e-02,\n", - " -3.5145e-02, -2.2938e-02, -9.2678e-02, -2.7075e-02, 5.3416e-02,\n", - " 1.2700e-01, -1.4081e-02, -2.8807e-02, 2.4830e-02, -2.1511e-02,\n", - " 2.3583e-02, 6.0056e-02, 8.2511e-02, -7.0251e-02, -2.4983e-02,\n", - " 2.8887e-02, -2.5124e-02, 1.3311e-02, -2.0021e-02, 3.1304e-02,\n", - " -8.5807e-02, -5.7669e-02, 2.4945e-02, -1.6177e-02, -4.9407e-02,\n", - " -3.5859e-02, 1.6217e-02, 9.0022e-02, 2.2880e-02, 4.6763e-02,\n", - " 4.4419e-02, -6.0377e-02, -4.7926e-02, -1.2443e-01, 3.6229e-03,\n", - " 1.8132e-02, 6.6452e-02, 1.4037e-02, -1.6331e-02, -1.1329e-02,\n", - " 8.4571e-02, -4.4872e-02, -7.4273e-02, -3.4837e-02, 2.8140e-02,\n", - " 1.4246e-01, -2.9606e-02, -6.7629e-02, -1.7606e-02, -2.4591e-02,\n", - " 2.4645e-02, -8.9900e-02, -7.0505e-03, -6.9583e-03, 1.2739e-03,\n", - " 7.1222e-02, 1.7658e-02, -1.0881e-01, 1.6503e-02, 5.7598e-02,\n", - " -3.3600e-02, 2.9336e-02, -4.1844e-02, -3.1206e-02, -7.5020e-02,\n", - " 3.0974e-02, -9.4930e-02, -5.1098e-03, 7.0990e-02, 8.3939e-02,\n", - " 3.6935e-03, 2.7375e-02, -2.5401e-02, -5.8768e-02, 5.4717e-02,\n", - " 3.7554e-02, 1.2396e-01, -7.8662e-02, -1.2683e-02, -8.7514e-02,\n", - " 8.0383e-02, 3.2949e-02, 5.5452e-02, 2.6038e-02, 6.7109e-02,\n", - " 7.8567e-03, -4.8984e-02, -7.6618e-02, 6.6398e-02, 4.7900e-02,\n", - " -8.3999e-02, 2.8516e-02, 4.5123e-02, -2.7835e-02, 6.5076e-03,\n", - " 4.8228e-02, -4.1790e-03, -9.3680e-02, 3.6670e-02, -3.2465e-02,\n", - " 5.5496e-02, -4.6320e-02, -6.6367e-03, -3.2869e-02, 3.6526e-02,\n", - " -5.0594e-03, -5.8102e-02, 1.5682e-01, -1.0111e-01, 7.9125e-02,\n", - " 6.1713e-02, -5.3731e-02, -2.4562e-02, 7.7775e-03, -2.1732e-02,\n", - " 2.6613e-02, -1.6021e-01, 3.9763e-03, -7.7463e-02, -8.0879e-02,\n", - " 8.2168e-02, 4.6569e-02, 7.8040e-02, -3.3746e-02, -5.6778e-02,\n", - " -1.1840e-02, -7.3115e-02, 1.7688e-02, 3.5143e-02, -1.1684e-01,\n", - " 6.5141e-02, 6.4736e-02, -3.8686e-02, -5.7529e-02, -4.7193e-02,\n", - " -7.7642e-02, -1.7592e-02, -4.1758e-02, 9.3316e-03, -1.2701e-02,\n", - " -5.4243e-03, 3.3596e-02, 2.6004e-02, -2.5457e-02, -6.0741e-02,\n", - " 2.4781e-02, -7.5852e-02, -3.3704e-02, 1.4708e-01, 3.0936e-02,\n", - " 4.5588e-02, -9.2661e-02, 6.7290e-02, 3.7958e-02, -7.1119e-02,\n", - " -3.7467e-02, -7.3489e-02, 6.4114e-02, 3.0491e-03, 8.7380e-04,\n", - " -1.7012e-02, 4.6758e-02, -1.2593e-02, 4.0421e-03, -4.1298e-02,\n", - " -1.7619e-02, -7.4921e-03, 5.7175e-02, -6.2310e-03, -1.6212e-01,\n", - " 8.5179e-02, 4.7564e-02, -1.0077e-03, 6.4548e-01, -4.3875e-02,\n", - " 1.1579e-02, -3.6563e-02, -6.6649e-03, -5.3211e-02, -2.1227e-02,\n", - " -2.5636e-02, -3.7652e-02, -7.9245e-02, 9.9556e-02, -9.0043e-02,\n", - " 3.8389e-02, 4.2622e-03, 5.6319e-02, 4.1060e-02, -2.2288e-02,\n", - " 6.3179e-02, -1.4952e-01, -1.1860e-03, 1.7443e-02, -6.3258e-02,\n", - " 9.9497e-02, -5.0709e-02, 7.6648e-02, -8.4598e-02, 1.5326e-01,\n", - " 5.1550e-02, 8.7317e-02, -1.5878e-02, -8.2778e-02, -6.2912e-02,\n", - " -3.0271e-02, 3.0919e-02, -1.1277e-01, -2.4009e-02, -2.4440e-03,\n", - " -3.4408e-03, -3.2376e-02, -7.9006e-03, 3.3287e-02, -6.1146e-03,\n", - " 6.2806e-02, 3.9894e-02, -3.6993e-02, 2.7163e-02, -1.5087e-02,\n", - " 4.1039e-03, -1.4492e-02, 1.9741e-04, 7.0495e-02, -3.5320e-02,\n", - " -6.1017e-02, 1.1243e-02, -4.0216e-02, 4.2701e-02, -3.5735e-02,\n", - " 1.7713e-02, 6.8362e-02, -2.0039e-02, -5.8745e-02, 4.6663e-03,\n", - " 7.4593e-02, -3.8464e-02, 3.2271e-02, 2.4718e-02, 4.6618e-03,\n", - " -3.9111e-04, -4.8578e-03, 2.3779e-03, 7.5503e-02, -6.3449e-02,\n", - " -3.5555e-02, 2.2189e-01, 9.9143e-02, 7.7582e-02, -2.8714e-02,\n", - " 3.4316e-02, 8.5470e-02, 5.9932e-02, 7.9361e-02, 3.5441e-03,\n", - " 7.2703e-03, 4.9419e-04, -4.4187e-02, 7.3914e-02, 2.6357e-02,\n", - " -8.6495e-02, 1.3624e-01, 2.4265e-02, -1.5150e-02, 3.7040e-02,\n", - " -4.8415e-02, 5.8911e-02, -1.3657e-01, -3.9960e-02, -5.4069e-04,\n", - " 6.2952e-02, 2.6462e-02, -3.1714e-02, 7.8920e-03, 5.2236e-02,\n", - " 3.8680e-02, 3.2994e-02, 4.0667e-02, 6.7528e-05, -6.6856e-04,\n", - " 5.4397e-02, -7.8115e-02, -5.2359e-02, 4.3619e-02, 1.0659e-03,\n", - " -8.6306e-04, 5.5881e-02, -3.5918e-02, 1.1723e-01, -1.3541e-02,\n", - " 9.0333e-04, 8.4520e-03, 2.0957e-02, 4.1977e-02, -1.2166e-03,\n", - " -6.4597e-02, 2.3944e-02, 5.6483e-02, -1.1565e-01, 4.0474e-02,\n", - " 2.4641e-02, -5.3615e-02, 4.3786e-02, -2.7870e-02, -2.2432e-02,\n", - " -4.0537e-02, -2.0788e-03, -4.3421e-02, 2.3186e-03, 2.0491e-02,\n", - " 3.5279e-02, 3.3340e-02, 1.0701e-01, -8.4434e-03, 3.0521e-02,\n", - " -7.4863e-02, 1.3370e-02, -6.6574e-02, -1.2657e-02, 1.9653e-02,\n", - " -4.3188e-02, 4.3777e-02, 2.3486e-02, 6.2949e-02, -7.7528e-03,\n", - " -7.4373e-02, 7.4555e-02, 4.7409e-02, -6.5177e-02, -2.9883e-02,\n", - " -8.6657e-02, -1.0243e-01, -1.8153e-02, 2.6155e-02, 1.4144e-01,\n", - " 2.7440e-02, 6.9396e-02, -5.2212e-03, -4.2343e-02, 1.2134e-01,\n", - " 2.4320e-02, -9.4093e-03, 8.0996e-03, 4.7630e-04, -3.9164e-02,\n", - " 3.1741e-02, 1.0721e-01, 7.1610e-03, 3.7497e-02, 3.0498e-02,\n", - " -2.4046e-02, -5.5028e-02, 5.7012e-02, -3.7875e-02, -9.9769e-02,\n", - " 5.5580e-03, -4.1575e-02, 1.6190e-02, 1.4083e-03, 9.5304e-02,\n", - " -1.5768e-03, 1.1316e-01, -4.0348e-02, -1.0600e-01, 1.6626e-02,\n", - " 7.0695e-03, -4.7526e-02, 1.0149e-02, 8.3472e-02, 1.1190e-01,\n", - " -4.0908e-02, 4.6374e-02, 8.0253e-02, 1.1143e-01, -4.5841e-02,\n", - " 1.3492e-01, -5.7379e-02, 2.7314e-02, 1.5332e-02, 1.9288e-02,\n", - " -4.4661e-02, 5.0577e-02, 4.3391e-03, 4.6164e-02, 9.1339e-02,\n", - " -7.0876e-02, 1.4182e-02, 6.9297e-02, 2.5107e-02, 1.1028e-02,\n", - " 1.1613e-02, -2.3474e-02, 5.2265e-02, -8.3276e-02, -5.3834e-02,\n", - " 2.0681e-02, -4.4166e-02, -7.8381e-02, -1.0387e-01, 6.1494e-02,\n", - " -1.0916e-03, -1.0033e-01, -5.9673e-03, -1.2240e-01, 7.2777e-02,\n", - " -1.3664e-03, -2.1094e-02, 5.3261e-02, 3.9425e-02, 7.4221e-02,\n", - " -1.0072e-01, -5.2677e-03, 7.9972e-03, -1.0101e-01, 9.7247e-03,\n", - " 5.5794e-02, 5.6504e-03, 6.9240e-02, -1.9926e-02, 2.8815e-02,\n", - " 2.9216e-03, 3.9610e-02, -3.8277e-02, -6.3773e-04, 4.7707e-02,\n", - " 2.9635e-02, -1.7754e-02, -1.4412e-02, 2.1079e-02, -6.5434e-02,\n", - " 1.3963e-02, -3.9299e-02, -9.8476e-02, -3.1367e-02, 6.4941e-02,\n", - " 4.9521e-02, -3.4118e-02, -1.1359e-01, 6.3753e-02, 1.1327e-01,\n", - " 9.6434e-02, -2.0002e-02, 1.3592e-01, -5.7111e-02, 5.4583e-02,\n", - " 4.1030e-02, -3.1982e-02, -1.4250e-01, 2.9209e-03, 2.8458e-02,\n", - " -6.5953e-02, -8.2555e-02, 3.8716e-02, 4.6521e-02, -1.3202e-01,\n", - " -2.0601e-02, -3.0716e-02, -7.8835e-03, 1.1429e-01, 1.9816e-02,\n", - " -3.5246e-02, 4.1230e-03, -1.2560e-02, -2.3459e-02, 3.2273e-02,\n", - " -1.0036e-01, 2.8796e-02, -9.8177e-03, -3.3467e-02, -1.5711e-02,\n", - " -2.2253e-02, 5.2515e-02, 5.8488e-02, 2.6783e-02, -8.9727e-02,\n", - " 2.2690e-03, 3.5415e-02, 9.4395e-02, 1.0781e-01, 7.2728e-02,\n", - " 2.0170e-02, 6.9750e-02, 8.3771e-02, -2.3631e-02, 3.4260e-02,\n", - " -1.1197e-01, -1.6004e-02, 1.0702e-03, 1.0086e-02, 5.8172e-02,\n", - " -3.3162e-02, -7.7963e-02, 4.7717e-02, -8.1169e-02, 4.0368e-02,\n", - " -8.1358e-02, 5.6003e-02, -1.2977e-02, -2.1311e-02, -1.3564e-02,\n", - " 2.3265e-03, 4.1486e-02, -6.4469e-03, -7.5590e-02, -2.8563e-02,\n", - " -2.4962e-02, -2.4490e-02, 9.6827e-02, 5.2611e-02, -8.8839e-04,\n", - " 1.2166e-01, 1.0377e-02, 1.8699e-02, 3.7634e-02, -4.4151e-02,\n", - " 5.9885e-03, -4.9503e-02, 5.0008e-03, 7.5156e-03, -1.3069e-02,\n", - " 8.4939e-02, -1.4025e-02, 2.3019e-02, -2.3995e-02, 3.9396e-02,\n", - " -1.8565e-02, -6.2489e-02, -8.8125e-02, -2.5595e-03, -3.5875e-02,\n", - " -6.1910e-03, 4.1591e-02, 8.2742e-04, -7.3422e-02, -1.0874e-01,\n", - " -9.8309e-02, -7.3192e-02, 1.9531e-02, -3.2941e-02, -2.6022e-02,\n", - " 6.1804e-02, -6.8107e-02, -4.1176e-02, 4.6871e-02, -1.7228e-02,\n", - " 4.4314e-03, 4.1636e-02, -8.0972e-02, 2.5002e-02, -2.5467e-02,\n", - " -1.2325e-02, -2.2053e-02, -6.6179e-02, 7.7994e-03, 3.9427e-02,\n", - " 2.0380e-02, 4.1481e-02, 5.1393e-02, 2.2905e-02, 8.8838e-04,\n", - " -5.3705e-02, -1.8338e-03, -4.4247e-03, 2.4446e-02, -1.2022e-02,\n", - " -4.6568e-02, -8.5222e-03, 8.3215e-02, -3.6686e-04, -1.0893e-01,\n", - " -6.4653e-03, 8.3765e-02, 1.0889e-02, -5.4431e-02, -5.5643e-02,\n", - " 2.9851e-02, 3.9627e-02, 1.9525e-02, 7.9224e-02, 4.2602e-02,\n", - " -2.3108e-02, 1.1474e-01, -3.2830e-02, -3.6787e-02, -1.9404e-02,\n", - " -5.8872e-02, -4.3331e-02, -4.9852e-02, 9.2552e-02, -4.5496e-02,\n", - " 1.9915e-02, 8.1433e-02, 5.4503e-02, 4.1145e-02, 2.2515e-02,\n", - " -5.7644e-02, -3.6328e-02, 2.2937e-02, -4.2606e-02, -3.3826e-02,\n", - " 3.5877e-02, 3.2692e-02, -1.2586e-01, 3.9427e-02, -6.6019e-02,\n", - " 1.0822e-02, -3.5595e-02, 4.2867e-02, 8.3187e-02, -8.4326e-02,\n", - " -5.4280e-02, -8.8386e-02, -4.2226e-02, 2.4748e-02, -2.8106e-02,\n", - " -2.1720e-02, 1.6657e-03, 1.0468e-01, -6.3366e-02, -8.8841e-03,\n", - " 4.8828e-02, 9.8149e-02, -3.5133e-02, 4.3391e-02, 5.0050e-02,\n", - " -3.2300e-02, 2.3210e-02, -8.7485e-02, 6.4873e-03, 1.1352e-01,\n", - " -6.6110e-02, -6.1094e-02, -6.6483e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8510, 0.8257, 0.7928, 0.7660, 0.8913, 0.8281, 0.8445, 0.8589, 0.8335,\n", - " 0.8318, 0.7619, 0.7584, 0.7800, 0.7981, 0.8150, 0.8331, 0.8130, 0.7681,\n", - " 0.8971, 0.8065, 0.8500, 0.7828, 0.8105, 0.8420, 0.7675, 0.8296, 0.7695,\n", - " 0.8437, 0.7941, 0.7906, 0.8720, 0.7707, 0.8293, 0.8442, 0.8368, 0.8053,\n", - " 0.8500, 0.8071, 0.8720, 0.8020, 0.8177, 0.8587, 0.8598, 0.8547, 0.7876,\n", - " 0.7641, 0.8262, 0.8296, 0.8399, 0.8436, 0.8437, 0.8228, 0.8427, 0.7761,\n", - " 0.7994, 0.8011, 0.7898, 0.7825, 0.7900, 0.7748, 0.8243, 0.7830, 0.7415,\n", - " 0.8101, 0.8179, 0.8152, 0.8171, 0.8370, 0.8315, 0.8333, 0.8294, 0.8526,\n", - " 0.8107, 0.7847, 0.8414, 0.7678, 0.8014, 0.7884, 0.7709, 0.7842, 0.7995,\n", - " 0.8541, 0.8626, 0.7935, 0.7421, 0.7844, 0.8210, 0.8014, 0.8193, 0.8523,\n", - " 0.8044, 0.7955, 0.7774, 0.7874, 0.8264, 0.7873, 0.7921, 0.7779, 0.8087,\n", - " 0.8809, 0.8706, 0.8710, 0.8334, 0.8159, 0.7753, 0.7403, 0.7870, 0.8629,\n", - " 0.8031, 0.8052, 0.8132, 0.7908, 0.7825, 0.8076, 0.7931, 0.7665, 0.7964,\n", - " 0.8168, 0.8174, 0.7986, 0.7972, 0.7374, 0.7908, 1.5736, 0.7438, 0.8114,\n", - " 0.8175, 0.7729, 0.8241, 0.7774, 0.8176, 0.7696, 0.7618, 0.7936, 0.7794,\n", - " 0.8420, 0.8064, 0.7897, 0.8098, 0.7232, 0.8446, 0.8544, 0.8349, 0.9250,\n", - " 0.7950, 0.7515, 0.8202, 0.8211, 0.8191, 0.8058, 0.7866, 0.8170, 0.7736,\n", - " 0.8333, 0.8139, 0.7869, 0.7910, 0.7895, 0.8322, 0.7710, 0.8215, 0.8464,\n", - " 0.7851, 0.8645, 0.8320, 0.8428, 0.8414, 0.8195, 0.7995, 0.8295, 0.7840,\n", - " 0.8225, 0.7822, 0.7974, 0.8703, 0.7734, 0.7586, 0.7917, 0.7643, 0.7986,\n", - " 1.1452, 0.8621, 0.7994, 0.8423, 0.8737, 0.8176, 0.8991, 0.8092, 0.8371,\n", - " 0.8004, 0.8279, 0.8419, 0.8627, 0.7956, 0.8486, 0.8536, 0.8331, 0.7776,\n", - " 0.8259, 0.7628, 0.8196, 0.8029, 0.7470, 0.7574, 0.7778, 0.8815, 0.7860,\n", - " 0.7648, 0.8167, 0.7715, 0.7660, 0.8203, 0.7959, 0.8472, 0.7968, 0.7602,\n", - " 0.7818, 0.8744, 0.7962, 0.7917, 0.8197, 0.8365, 0.8365, 0.7572, 0.7966,\n", - " 1.2110, 0.8171, 0.7959, 0.8326, 0.8835, 0.8224, 0.8375, 0.8334, 0.8147,\n", - " 0.8302, 0.7990, 0.8172, 0.7980, 0.8131, 0.7872, 0.7525, 0.8322, 0.8247,\n", - " 0.8071, 0.7800, 0.7475, 0.7993, 0.8181, 0.7804, 0.7601, 0.8367, 0.8880,\n", - " 0.7911, 0.7993, 0.8491, 0.7950, 0.7475, 0.8268, 0.7655, 0.7931, 0.8672,\n", - " 0.7960, 0.8240, 0.7914, 0.8019, 0.8155, 0.8145, 0.7911, 0.7961, 0.8460,\n", - " 0.8038, 0.8091, 0.7963, 0.7739, 0.8235, 0.8404, 0.7353, 0.7868, 0.7713,\n", - " 0.8257, 0.7760, 0.8650, 0.8396, 0.7547, 0.8330, 0.7613, 0.8619, 0.8795,\n", - " 0.7843, 0.8174, 0.7860, 0.8342, 0.8418, 0.8442, 0.8352, 0.7675, 0.7637,\n", - " 0.7934, 0.8304, 0.8057, 0.8740, 0.8356, 0.8312, 0.7938, 0.9066, 0.8161,\n", - " 0.7882, 0.8436, 0.6058, 0.7900, 0.8079, 0.7783, 0.8306, 0.7776, 0.8318,\n", - " 0.7522, 0.8328, 0.7851, 0.8060, 0.7278, 0.7904, 0.8447, 0.7845, 0.8577,\n", - " 0.8094, 0.8080, 0.7544, 0.8361, 0.7872, 0.7987, 0.7649, 0.7356, 0.7803,\n", - " 0.8844, 0.8541, 0.7947, 0.8072, 0.8383, 0.8543, 0.7873, 0.7751, 0.9416,\n", - " 0.7676, 0.7911, 0.7594, 0.7603, 0.8573, 0.8636, 0.8009, 0.9210, 0.8014,\n", - " 0.8343, 0.8710, 0.7355, 0.8167, 0.8286, 0.8040, 0.7774, 0.7924, 0.7905,\n", - " 0.8173, 0.7930, 0.7894, 0.7766, 0.8055, 0.8762, 0.7797, 0.7965, 0.8487,\n", - " 0.7506, 0.8332, 0.7838, 0.8682, 0.8132, 0.9272, 0.8566, 0.8289, 0.8118,\n", - " 0.8008, 0.8701, 0.8313, 2.5250, 0.8217, 0.8654, 0.8540, 0.8199, 0.8196,\n", - " 0.8356, 0.8108, 0.8126, 0.7997, 0.7916, 0.8042, 0.7916, 0.8182, 0.8213,\n", - " 0.8095, 0.7978, 0.8538, 0.8172, 0.7845, 0.7694, 0.7891, 0.7885, 0.7536,\n", - " 0.7715, 0.8031, 0.8020, 0.8340, 0.8361, 0.8003, 0.8129, 0.8456, 0.8083,\n", - " 0.7897, 0.7797, 0.7836, 0.8082, 0.7998, 0.8000, 0.8122, 0.7390, 0.8369,\n", - " 0.8250, 0.7879, 0.7934, 0.7731, 0.7736, 0.7948, 0.7981, 0.8248, 0.8291,\n", - " 0.7916, 0.7704, 0.8154, 0.8876, 0.7966, 0.7762, 0.7982, 0.8266, 0.8194,\n", - " 0.8384, 0.8074, 0.7418, 0.8020, 0.9121, 0.8985, 0.8177, 0.8144, 0.7862,\n", - " 0.8073, 0.8366, 0.8987, 0.7970, 0.8768, 0.8282, 0.7598, 0.8120, 0.8513,\n", - " 0.8381, 0.8151, 0.7820, 0.8012, 0.8504, 0.8743, 0.7752, 0.8129, 0.8677,\n", - " 0.7503, 0.7722, 0.9080, 0.7513, 0.8448, 0.8314, 0.7648, 0.8037, 0.7693,\n", - " 0.8952, 0.8161, 0.8136, 0.8226, 0.7862, 0.7451, 0.8143, 0.8198, 0.8029,\n", - " 0.8108, 0.8793, 0.7652, 0.7910, 0.8355, 0.8227, 0.8080, 0.9047, 0.8200,\n", - " 0.7819, 0.7874, 0.7532, 0.9005, 0.8115, 0.8480, 0.8377, 0.7895, 0.8139,\n", - " 0.7743, 0.8517, 0.7912, 0.8046, 0.8307, 0.8291, 0.7865, 0.7627, 0.7951,\n", - " 0.8157, 0.7955, 0.8474, 0.8280, 0.7328, 0.8517, 0.7856, 0.8500, 0.7728,\n", - " 0.8499, 0.7929, 0.7896, 0.8106, 1.0271, 0.7854, 0.8490, 0.7472, 0.7939,\n", - " 0.7746, 0.8279, 0.7994, 0.8574, 0.8042, 0.8021, 0.7965, 0.7551, 0.9254,\n", - " 0.8000, 0.7857, 0.8344, 0.8255, 0.8428, 0.8358, 0.7970, 0.7681, 0.8200,\n", - " 0.7992, 0.8324, 0.7910, 0.8328, 0.8405, 0.8329, 0.8147, 0.8015, 0.8139,\n", - " 0.8428, 0.7922, 0.8250, 0.7718, 0.7867, 0.8736, 0.8075, 0.8417, 0.7727,\n", - " 0.8572, 0.7758, 0.8489, 0.7720, 0.8072, 0.8162, 0.7464, 0.8102, 0.7856,\n", - " 0.7961, 0.7762, 0.8932, 0.8287, 0.7932, 0.8443, 0.8429, 0.7838, 0.8267,\n", - " 0.8288, 0.9089, 0.8545, 0.8156, 0.8476, 0.8470, 0.8044, 0.8675, 0.7878,\n", - " 0.7617, 0.8100, 0.8019, 0.8035, 0.8220, 0.8211, 0.7597, 0.8634, 0.8445,\n", - " 0.8229, 0.8500, 0.7857, 0.8870, 0.7757, 0.8299, 0.7883, 0.7862, 0.7882,\n", - " 0.8250, 0.7542, 0.7470, 0.7905, 0.7932, 0.8666, 0.8015, 0.8408, 0.8210,\n", - " 0.8140, 0.8361, 0.7913, 0.8215, 0.8108, 0.8295, 0.8067, 0.7671, 0.8479,\n", - " 0.8202, 0.7591, 0.8208, 0.8396, 0.7866, 0.7910, 0.8478, 0.8291, 0.7592,\n", - " 0.8228, 0.8095, 0.8147, 0.7912, 0.7899, 0.8279, 0.8742, 0.7988, 0.8531,\n", - " 0.7806, 0.8327, 0.8789, 0.8030, 0.8163, 0.7886, 0.7544, 0.7862, 0.8216,\n", - " 0.8141, 0.8043, 0.8063, 0.8437, 0.8568, 0.8603, 0.8814, 0.8053, 0.7855,\n", - " 0.8483, 0.8329, 0.8150, 0.7926, 0.8178, 0.8195, 0.8148, 0.8055, 0.8319,\n", - " 0.8338, 0.8059, 0.7993, 0.8197, 0.8854, 0.8378, 0.8840, 0.8034, 0.8227,\n", - " 0.8283, 0.8310, 0.7845, 0.8204, 0.8798, 0.8211, 0.7838, 0.7893, 0.7812,\n", - " 0.8488, 0.8126, 0.8101, 0.8248, 0.7681, 0.7743, 0.7819, 0.9110, 0.8200,\n", - " 0.7569, 0.7792, 0.8366, 0.7883, 0.8131, 0.8047, 0.8415, 0.8265, 0.7610,\n", - " 0.7898, 0.8392, 0.7941, 0.7533, 0.8616, 0.8420, 0.7869, 0.8216, 0.8024,\n", - " 1.2443, 0.8168, 0.8529, 0.7907, 0.8274, 0.8539, 0.7878, 0.8237, 0.8074,\n", - " 0.8214, 0.7938, 0.8045, 0.8205, 0.9494, 0.8140, 0.7813, 0.8519, 0.8056,\n", - " 0.8402, 0.7720, 0.7907, 0.8242, 0.8478, 0.8229, 0.7814, 0.8257, 0.7962,\n", - " 0.8264, 0.8280, 0.8258, 0.8627, 0.8229, 0.7925, 0.8172, 0.8139, 0.7995,\n", - " 0.8773, 0.8333, 0.8293, 0.7715, 0.8145, 0.7740, 0.7940, 0.8213, 0.8117,\n", - " 0.7642, 0.7931, 0.8569], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.9634e-02, -6.3622e-02, 6.7667e-02, -9.8957e-02, 8.3189e-02,\n", - " 9.3695e-02, 1.6163e-01, 1.6849e-01, -1.2009e-01, -1.6283e-01,\n", - " 1.2824e-02, 1.3595e-02, -2.0002e-01, 6.5053e-02, 3.3547e-03,\n", - " 2.4297e-01, 2.0000e-01, 6.8249e-02, -8.8831e-02, -4.7633e-02,\n", - " 1.9888e-01, -2.2325e-02, -3.4413e-02, 9.2640e-02, 3.4294e-03,\n", - " 8.9293e-02, 6.9186e-02, -1.2650e-01, -9.4288e-02, -3.3893e-02,\n", - " 1.3517e-01, -4.3623e-04, 1.3734e-01, -1.4416e-01, -8.7846e-02,\n", - " 5.1723e-02, -1.6302e-01, -8.8349e-02, -4.6989e-02, -1.6174e-01,\n", - " -9.8409e-02, -1.7043e-01, -8.8724e-02, 8.7026e-02, 3.2200e-02,\n", - " -1.7585e-02, 1.5776e-01, 8.5899e-02, -3.0859e-02, -2.2616e-02,\n", - " -2.9177e-01, -3.1198e-02, 1.9825e-01, -7.7385e-02, 9.8072e-02,\n", - " 1.2666e-01, -5.6339e-02, -1.3905e-01, -1.5887e-01, -1.5905e-01,\n", - " -6.4038e-02, 8.5224e-02, -3.4700e-02, -1.0963e-01, 1.3282e-02,\n", - " 1.4645e-01, -3.2465e-02, 1.9734e-02, -1.8064e-01, -5.0230e-02,\n", - " -9.6340e-02, 6.3890e-02, -9.1495e-02, -6.3184e-02, 1.0972e-01,\n", - " -2.0805e-02, -1.2959e-01, 6.1818e-02, 4.8875e-02, 3.1672e-02,\n", - " -3.2338e-02, 9.3389e-02, -3.8628e-02, 8.0285e-02, -1.3373e-02,\n", - " -1.1157e-01, 6.8738e-02, -1.0489e-01, -1.8389e-01, 1.1481e-01,\n", - " -1.2556e-01, -1.4697e-01, 8.5729e-02, -8.7324e-02, 7.8940e-02,\n", - " -1.0211e-02, 8.6786e-02, -5.9400e-02, 5.5322e-02, -1.2584e-01,\n", - " -1.1083e-01, -8.0483e-02, 1.0781e-01, -7.5506e-02, -8.0584e-02,\n", - " 3.6466e-02, -8.5659e-02, -1.7817e-01, -1.0515e-01, 3.6775e-02,\n", - " -7.7444e-02, -1.4709e-02, -6.7841e-02, -1.7277e-01, -7.6749e-02,\n", - " 4.1880e-02, -3.5353e-02, -1.0811e-01, -7.8314e-02, -5.6127e-02,\n", - " -5.6506e-02, -7.9387e-02, 2.3372e-03, 1.0449e+00, 2.5767e-02,\n", - " -2.7539e-01, -3.5457e-02, 6.5390e-02, -1.1383e-01, 2.4931e-02,\n", - " -8.7080e-03, 2.5219e-02, -7.1286e-02, -7.8882e-02, -1.6375e-01,\n", - " -2.0500e-02, 2.7776e-02, -6.5971e-02, -7.1774e-02, -8.0701e-02,\n", - " -1.0329e-01, 6.0130e-03, -9.9378e-03, 1.0897e-01, 1.4376e-01,\n", - " -5.2824e-02, -8.3945e-02, -2.7456e-01, -1.0571e-01, 8.9165e-02,\n", - " -6.2144e-02, 1.1374e-01, -9.9546e-02, -5.9904e-02, -1.2443e-01,\n", - " 5.3822e-02, -1.3767e-02, 2.7864e-02, 2.8030e-02, -1.6972e-01,\n", - " -1.9637e-02, -1.0432e-01, -4.1808e-02, -1.2087e-02, 1.8580e-01,\n", - " 4.5931e-02, 7.6061e-02, 1.0496e-01, -1.2660e-01, -4.2139e-02,\n", - " -8.2277e-02, -1.4728e-01, -6.5631e-02, -8.0154e-02, -3.5748e-02,\n", - " 5.3958e-02, 9.5627e-02, -2.0282e-02, 4.9823e-02, 5.4665e-02,\n", - " -4.5130e-01, 1.0649e-01, -3.7907e-02, -4.4066e-02, 2.2208e-02,\n", - " -5.1547e-03, 2.8113e-01, -6.6522e-02, 9.2171e-02, 1.7494e-02,\n", - " -1.4836e-01, -3.4533e-03, 1.4114e-01, -1.4549e-01, 2.6293e-02,\n", - " -1.0252e-01, -9.1711e-02, -4.4933e-02, -1.8692e-02, -2.1993e-02,\n", - " 3.2264e-03, 1.3967e-02, -2.8481e-02, -1.4913e-01, -9.1051e-02,\n", - " 3.9888e-02, -4.8912e-02, -9.4883e-02, 1.3721e-02, 3.3163e-02,\n", - " -1.6499e-01, -3.9790e-02, -4.5493e-03, 1.1105e-01, -2.9148e-02,\n", - " -4.1659e-02, -2.0134e-01, -4.9231e-02, 1.1906e-01, -1.3337e-01,\n", - " 1.0928e-02, 1.5222e-01, -7.5770e-02, 5.1390e-02, -4.5789e-02,\n", - " 4.1191e-01, 5.1656e-02, -1.7002e-01, 9.6573e-02, -6.4475e-02,\n", - " -1.6274e-01, -7.3911e-02, 3.2534e-01, -1.3640e-01, -9.1051e-02,\n", - " -3.9113e-02, -5.1964e-02, -1.4728e-02, 9.5567e-02, -3.0453e-01,\n", - " 4.9397e-02, 7.7281e-02, -2.0980e-01, 1.3360e-01, -5.4493e-02,\n", - " -9.2164e-02, 6.1992e-02, 3.9270e-03, -1.0176e-01, -7.1568e-02,\n", - " -1.9041e-01, 1.4594e-01, -4.9409e-02, -1.0839e-01, 1.1297e-02,\n", - " -9.1030e-02, -6.3892e-02, -1.3601e-01, -4.7126e-02, 1.0431e-01,\n", - " 1.2021e-01, -7.2285e-03, -4.1923e-02, -3.0529e-02, -2.1581e-02,\n", - " -2.4533e-01, 4.8957e-03, -1.7248e-04, 3.1634e-02, 2.7645e-02,\n", - " -2.6671e-02, 5.8838e-02, -1.2700e-01, 4.0932e-02, -4.4434e-02,\n", - " -8.9510e-02, -8.4061e-05, -1.8936e-03, -7.6442e-02, -8.5867e-02,\n", - " 3.6410e-03, 1.0914e-01, -3.5020e-02, -1.0355e-01, -2.8205e-01,\n", - " -6.2289e-02, 1.5333e-01, -5.0480e-02, -3.2438e-02, -1.1360e-01,\n", - " -6.3252e-02, -4.3177e-03, -1.8378e-01, -2.8954e-02, 1.8174e-01,\n", - " 3.2420e-02, -7.2692e-02, 8.3667e-03, 1.1529e-01, -6.7861e-02,\n", - " -1.1008e-01, 1.2941e-01, -1.4846e-02, 7.2553e-02, 8.9079e-02,\n", - " -4.6507e-02, -1.0127e-01, -1.3501e-01, -1.0327e+00, -3.1622e-03,\n", - " -1.5172e-01, -1.0368e-01, 1.2802e-01, 7.5823e-02, -1.3481e-01,\n", - " 8.8376e-02, -4.8903e-02, -6.7820e-02, -5.3022e-02, -8.6679e-02,\n", - " -2.7180e-02, 1.6691e-01, 6.1938e-02, -2.7889e-01, -7.9135e-02,\n", - " -1.1899e-01, -1.4626e-02, 1.8332e-01, -2.5914e-02, -8.6856e-02,\n", - " 6.8072e-02, 7.8954e-02, 5.3224e-02, 1.7055e-01, -5.1558e-02,\n", - " -1.0577e-01, -1.4009e-01, -2.7469e-02, 4.7304e-03, -1.3622e-01,\n", - " 1.2525e-02, 1.0520e-01, 6.8147e-02, 5.0730e-02, -4.0849e-02,\n", - " -1.7330e-01, -1.3342e-02, -2.2979e-01, -9.0664e-02, -2.6308e-01,\n", - " -6.1537e-02, -1.0180e-01, 2.2991e-01, -7.1487e-02, -1.7504e-02,\n", - " -6.6763e-02, -1.0061e-01, 1.2692e-01, 2.4475e-02, 6.2756e-03,\n", - " -1.8025e-02, -2.1105e-01, 1.1078e-01, 1.7901e-02, 5.7091e-02,\n", - " 1.5526e-02, -1.0141e-01, 5.2689e-03, -1.6347e-01, -1.0707e-01,\n", - " -2.7559e-01, -5.2087e-02, -2.8723e-02, -2.0108e-01, -2.6397e-01,\n", - " -2.1626e-02, 1.1753e-01, -1.6254e-01, -2.1556e-01, 1.0447e-02,\n", - " -6.2737e-02, -1.4833e+00, -1.1046e-01, -1.7192e-01, 2.4766e-01,\n", - " -5.0067e-02, -9.2092e-02, 7.8533e-02, -5.4513e-02, -1.7551e-01,\n", - " -1.3987e-01, -8.4708e-03, 3.1370e-03, -1.7431e-01, -1.0219e-01,\n", - " -6.1529e-02, -1.8624e-01, -1.5332e-01, 1.7929e-01, -7.5322e-02,\n", - " -3.3790e-02, -1.2696e-01, 9.9250e-02, -9.6178e-02, -1.3553e-01,\n", - " -5.8228e-02, 2.9613e-02, -1.9149e-01, 8.2919e-02, -6.0430e-02,\n", - " -5.1517e-02, 7.5239e-03, -1.8235e-02, -8.7784e-02, -4.8428e-02,\n", - " 5.1432e-02, 2.6579e-02, -1.2016e-01, -9.3306e-03, -2.8217e-02,\n", - " -2.0247e-02, -7.8200e-02, 2.2541e-02, -1.4143e-01, -1.0894e-02,\n", - " 1.6573e-02, -1.0229e-01, -1.9638e-01, -1.4054e-01, 8.7213e-02,\n", - " -1.3702e-01, -1.5208e-01, -7.6166e-02, 9.1434e-02, -8.1207e-02,\n", - " 3.4009e-02, 4.7558e-02, -1.8234e-01, -3.5899e-02, -5.7347e-02,\n", - " 5.4107e-02, 1.4793e-02, 1.0430e-02, -1.7031e-01, -1.0464e-01,\n", - " -3.5042e-01, -1.9158e-01, 9.2418e-02, 3.7559e-02, -9.7405e-02,\n", - " 6.1124e-02, -1.1003e-01, 1.3475e-01, -1.1100e-01, 1.8244e-01,\n", - " 1.1706e-01, -4.4486e-02, 5.5285e-02, -3.4761e-01, -2.7539e-01,\n", - " -1.7336e-02, -1.7760e-01, 1.8534e-02, 1.2154e-01, 2.1128e-01,\n", - " -8.5735e-02, 1.3856e-01, -3.2358e-01, -3.3461e-03, -5.2334e-02,\n", - " 1.5147e-02, -6.4845e-02, -9.5687e-02, 1.0531e-01, -1.1930e-01,\n", - " -1.6826e-01, -6.2170e-02, 3.8616e-02, -1.6144e-01, -7.9383e-02,\n", - " -4.7872e-02, -6.3124e-02, -1.1797e-01, 9.5356e-02, -1.5895e-01,\n", - " -1.1327e-01, -4.9932e-02, 1.3097e-01, -2.3225e-02, -4.4876e-02,\n", - " -1.6668e-01, -1.0864e-01, 2.1689e-03, 1.7966e-02, -4.6334e-02,\n", - " -1.0440e-01, -1.7442e-01, -2.9528e-02, 1.8975e-02, 1.1198e-01,\n", - " 4.1941e-02, 1.1200e-01, -8.8794e-02, -1.4606e-01, -4.5993e-02,\n", - " -3.4797e-03, -1.5252e-01, 4.3101e-02, -2.1567e-01, -7.5942e-02,\n", - " -1.0493e-01, -6.9546e-02, -3.4403e-02, -9.2701e-02, -3.4303e-02,\n", - " 1.7153e-01, -2.0395e-02, -1.1249e-01, -1.9277e-01, 1.5488e-02,\n", - " -5.1233e-02, 6.1843e-02, 3.2551e-02, -8.7959e-02, -1.8635e-02,\n", - " -1.0520e-01, -1.0839e-01, -5.9517e-02, 1.5896e-02, 3.5751e-02,\n", - " 1.3413e-02, -3.1133e-02, -1.4934e-01, -9.0302e-03, 4.5739e-02,\n", - " -1.4792e-01, -2.0007e-02, -1.3493e-01, 1.0787e-02, -3.3816e-01,\n", - " 3.1175e-02, -4.6899e-02, 4.3312e-02, -6.6313e-02, -1.5312e-01,\n", - " -1.0540e-01, -9.8326e-02, -4.7153e-03, 1.3070e-01, 8.9454e-02,\n", - " -9.8902e-02, -9.2686e-02, 1.0269e-01, -2.8549e-02, 6.6661e-03,\n", - " -5.3918e-02, -7.3896e-02, 1.2809e-01, -1.2009e-02, -8.5162e-02,\n", - " -1.2883e-01, -8.3677e-02, 1.4764e-01, -1.0634e-01, -1.3061e-01,\n", - " 1.0886e-02, -1.9140e-02, 5.7075e-02, -5.2589e-02, 2.6397e-02,\n", - " -1.2699e-01, -4.0904e-03, 1.5376e-01, -2.3331e-02, -1.1140e-01,\n", - " 5.7679e-02, 3.1887e-02, -2.9850e-01, 2.0528e-02, -2.6509e-01,\n", - " -7.3115e-02, 5.6351e-02, 6.2625e-02, 2.8202e-02, -1.5173e-01,\n", - " -1.3854e-01, 1.9960e-01, -7.8035e-02, -1.3321e-01, -6.6651e-02,\n", - " -6.6570e-02, -1.0854e-01, 2.9537e-02, -6.8222e-02, -4.1412e-02,\n", - " 5.0937e-02, -1.3486e-01, -3.0162e-02, 2.1738e-02, 6.1227e-02,\n", - " -1.3544e-04, -5.1528e-02, -1.2112e-01, 1.0918e-01, 5.4059e-02,\n", - " 1.4152e-01, -2.2390e-02, 1.9856e-02, -2.0093e-01, 7.6524e-03,\n", - " 5.3075e-02, -1.1348e-01, -5.5725e-02, 2.0508e-02, -3.6909e-02,\n", - " -1.3771e-01, -1.8553e-01, -4.8380e-02, -1.0147e-01, -1.7881e-01,\n", - " 1.9155e-01, -1.5777e-02, 4.4207e-02, -2.8531e-02, 3.4955e-03,\n", - " 6.8470e-02, 1.5250e-01, -6.3887e-02, 1.6214e-02, 1.7061e-02,\n", - " 1.2607e-01, -5.5609e-03, 1.2198e-01, 2.5293e-01, -3.7000e-02,\n", - " 1.1397e-02, 1.0501e-01, 3.7040e-02, 1.0137e-01, -1.6220e-02,\n", - " -1.1710e-01, 2.0133e-01, -1.5687e-01, -2.4239e-01, -4.3420e-02,\n", - " -3.1539e-01, 8.1076e-03, 2.2814e-01, 7.4322e-02, 1.9125e-01,\n", - " 1.0501e-01, 7.0834e-02, 1.4475e-01, 8.2203e-02, -6.9037e-02,\n", - " -1.0078e-01, 8.2504e-02, 1.0292e-01, -9.9707e-03, -1.0356e-01,\n", - " 2.0269e-02, -8.9988e-02, 9.3030e-02, -7.7161e-02, -9.7605e-03,\n", - " 1.4462e-02, -3.4608e-02, 2.0389e-01, 1.3810e-01, 1.7598e-01,\n", - " 1.2853e-01, -5.7037e-02, -1.6307e-01, -6.9622e-02, 1.8726e-01,\n", - " -9.3597e-02, 7.7707e-02, 2.6425e-02, -3.1967e-02, -6.2175e-02,\n", - " 2.8677e-02, -8.3913e-02, 7.2417e-02, -6.8797e-02, -3.4197e-02,\n", - " -4.2399e-02, 3.0505e-02, 1.4990e-01, -1.6313e-01, -3.1918e-02,\n", - " -8.8834e-02, -9.3050e-02, -5.1629e-02, 9.4387e-05, 4.2220e-02,\n", - " -2.3819e-02, -2.0130e-01, -6.7952e-02, -6.0981e-02, 6.2493e-02,\n", - " 1.7185e-01, -8.5870e-03, -1.0499e-01, -7.3440e-03, 1.7131e-01,\n", - " 3.7926e-02, 2.7036e-01, 7.5689e-02, -1.9814e-02, 3.0447e-02,\n", - " -9.0346e-02, 7.0207e-02, 5.3655e-02, 4.0548e-02, -9.5520e-02,\n", - " -1.1084e-02, -2.1027e-01, 2.4161e-02, 4.7274e-02, -4.2653e-02,\n", - " -6.7483e-01, -1.2850e-02, -9.2719e-02, 5.6161e-02, 9.8158e-02,\n", - " -1.5418e-01, -8.3470e-02, -1.3492e-01, -8.9307e-02, -6.8725e-02,\n", - " 4.8085e-02, 1.1932e-02, -8.5937e-02, 7.0960e-02, 2.3639e-01,\n", - " -6.3271e-02, -1.0931e-01, 2.1265e-01, -1.1311e-01, 5.1169e-02,\n", - " -3.5789e-02, -2.7773e-02, -2.3312e-01, -1.4190e-01, 4.1386e-02,\n", - " 7.7668e-02, 1.8668e-02, -2.0945e-01, 6.8989e-02, 7.8100e-02,\n", - " -8.4330e-02, -8.3940e-02, -7.9275e-02, 1.5135e-01, -1.6493e-01,\n", - " -4.6172e-02, -2.9566e-01, 6.8822e-02, -8.8592e-02, -1.5561e-01,\n", - " 6.2503e-02, -1.3773e-01, 5.5092e-02, -1.6108e-01, -1.6780e-01,\n", - " -5.0354e-02, -7.1745e-02, -6.7072e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1082, -0.0017, -0.0896, ..., -0.0263, -0.0708, -0.0997],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-8.7552e-02, -1.9101e-02, -2.9883e-02, -8.1504e-02, 9.8980e-02,\n", - " 5.9764e-02, 7.0469e-02, 6.3483e-02, -5.0608e-02, -6.9417e-02,\n", - " 2.0236e-02, 4.9168e-02, -5.7219e-02, 1.2250e-01, -1.7906e-02,\n", - " 1.4715e-01, 1.7219e-01, 2.1932e-02, 4.7961e-03, -2.1743e-02,\n", - " 6.5337e-02, 1.5524e-02, 4.8866e-02, 2.4456e-02, -3.7374e-02,\n", - " 5.5888e-02, 9.7395e-02, 5.0426e-02, -1.0072e-01, 3.8435e-02,\n", - " 8.8411e-02, -3.3628e-02, 6.0645e-02, -1.0744e-01, -7.4975e-02,\n", - " 2.6858e-02, -8.6133e-02, -2.6558e-02, -7.0204e-02, -3.9223e-02,\n", - " -1.5491e-02, -1.1075e-01, 1.9014e-02, 1.0081e-01, 6.8838e-02,\n", - " 1.5397e-02, 1.4781e-02, 2.6420e-02, -2.1303e-02, 4.2291e-03,\n", - " -1.4659e-01, 7.6633e-02, 1.2531e-01, 2.2555e-02, 1.2799e-01,\n", - " 9.7054e-02, 1.4199e-02, -2.5208e-02, -5.2480e-02, -1.5332e-01,\n", - " 2.9439e-02, 6.6671e-02, 7.7241e-02, -1.1008e-01, 4.2143e-02,\n", - " 8.1816e-02, -8.6334e-02, 8.0345e-02, -8.2716e-02, -6.8623e-02,\n", - " 1.4669e-02, 5.3713e-02, 4.5828e-03, -5.0369e-02, 1.0560e-02,\n", - " -1.1561e-01, -5.1248e-02, 1.2057e-01, 7.7503e-02, 8.8792e-02,\n", - " 5.3211e-03, 7.5784e-03, 6.2266e-03, 1.0384e-01, -3.4989e-02,\n", - " -1.6219e-01, -6.1267e-02, -3.6482e-03, -6.5597e-02, 9.7629e-02,\n", - " -1.2195e-01, -4.4889e-02, 1.0313e-01, 5.4797e-03, 3.3794e-02,\n", - " -1.1611e-02, 1.1351e-01, -2.3649e-02, 6.6286e-02, -9.9045e-02,\n", - " 5.5303e-02, -3.9737e-02, 6.1537e-02, -4.0833e-02, -8.6907e-02,\n", - " 6.6727e-02, -2.6189e-02, -8.0558e-02, -3.3461e-02, -4.3184e-02,\n", - " -3.9677e-02, 1.5538e-01, -2.5149e-02, -5.2311e-02, -1.6817e-02,\n", - " 7.4012e-02, -1.7712e-02, 5.4394e-02, -2.4889e-02, -3.9993e-03,\n", - " 2.4664e-02, 9.0225e-02, -1.0348e-02, 3.4622e-01, -9.4902e-03,\n", - " -6.2517e-02, -2.2002e-02, 6.9746e-02, -9.6318e-02, -8.6096e-03,\n", - " -2.6965e-03, 6.8363e-02, -2.4802e-02, -1.5015e-02, -7.2702e-02,\n", - " -5.5987e-02, 3.7600e-02, 1.6591e-02, 9.1095e-03, 6.1895e-02,\n", - " -6.5435e-02, 1.6176e-02, -3.7755e-02, 5.1033e-02, 1.5009e-01,\n", - " -2.4141e-02, 5.9902e-03, -1.7313e-01, -1.1148e-01, 5.6002e-02,\n", - " -1.2592e-01, 5.2785e-03, -9.1512e-02, 2.4099e-02, -8.7852e-02,\n", - " 6.0496e-02, 3.2715e-02, 6.1635e-02, -6.3099e-02, -3.8216e-02,\n", - " 2.9694e-02, -2.8703e-02, 4.4855e-02, -4.2044e-02, 1.0165e-01,\n", - " 8.9768e-02, 2.7094e-02, 9.6900e-02, -5.8014e-02, 3.7607e-02,\n", - " -2.3233e-02, -1.3521e-02, -9.0145e-03, -6.2598e-02, -6.0940e-02,\n", - " -8.2780e-02, 5.0186e-02, 2.4054e-02, 1.2223e-01, 5.3364e-02,\n", - " -6.3819e-01, 6.2707e-02, -3.3669e-03, -4.2087e-02, 2.3676e-02,\n", - " -2.5632e-02, 1.3470e-01, -1.1527e-02, 6.4680e-02, 1.5122e-02,\n", - " -6.1214e-02, 5.9024e-02, 6.8468e-02, -7.7565e-02, 6.8911e-02,\n", - " -1.0017e-02, -9.0518e-02, 4.3546e-02, 4.4535e-03, -1.7598e-03,\n", - " -6.2536e-02, -4.9217e-02, 4.0797e-02, -9.4278e-02, -7.4907e-02,\n", - " 1.1984e-01, -4.2156e-02, 4.6366e-02, -1.9191e-03, 1.1976e-01,\n", - " -1.2034e-01, -4.5352e-02, 4.6730e-02, 1.6635e-01, 4.0956e-02,\n", - " -8.6741e-03, -8.1010e-02, -5.4985e-02, 3.5872e-02, -1.2873e-01,\n", - " 6.9693e-02, 4.7547e-02, -7.7888e-02, 6.0655e-02, -1.5256e-02,\n", - " 1.3536e-01, 7.8470e-02, -5.3165e-02, 9.4824e-05, -1.7653e-02,\n", - " -1.0447e-01, 1.1193e-02, 6.3987e-02, -7.1466e-02, -3.6802e-02,\n", - " 5.2816e-03, 2.6962e-02, 1.9735e-02, 7.9609e-02, -8.0390e-02,\n", - " 1.2347e-01, 6.7812e-02, -3.1846e-02, 1.1534e-01, -2.6287e-02,\n", - " -5.9748e-02, 1.0363e-02, -2.5639e-02, -4.0211e-02, -1.1744e-02,\n", - " -1.5721e-01, 4.3972e-03, 3.0167e-02, -9.7805e-03, 5.6758e-02,\n", - " -9.3214e-02, 6.9306e-03, -4.4406e-02, 8.5561e-02, 1.1771e-01,\n", - " 6.9305e-02, 4.3670e-02, -3.6307e-02, 1.9562e-03, -8.3519e-03,\n", - " -9.0759e-02, 3.0296e-02, -7.7617e-02, 7.8057e-02, 6.1967e-02,\n", - " 1.0569e-01, 1.4329e-01, -5.7834e-02, 6.0752e-02, -1.4316e-02,\n", - " -4.2428e-02, 4.6467e-02, -1.7290e-02, -4.2118e-02, -4.1163e-02,\n", - " -2.2674e-02, 1.2416e-01, -6.1690e-02, -1.2397e-02, -1.3567e-01,\n", - " -1.0550e-01, 8.9255e-02, -7.9626e-02, -5.2635e-02, -4.7508e-03,\n", - " -4.7494e-02, 5.1953e-02, -8.8919e-02, -1.0175e-01, 1.0324e-01,\n", - " 3.6963e-02, -4.2933e-03, -4.7262e-02, 2.0356e-02, -2.3087e-02,\n", - " -5.9691e-02, 5.1103e-02, 6.3223e-04, 7.3352e-02, 6.9537e-02,\n", - " -4.8742e-02, 2.5387e-02, -5.6810e-02, -6.1066e-01, -4.4211e-02,\n", - " -8.0503e-02, -6.0467e-02, 7.0444e-02, 6.9231e-02, 1.0150e-02,\n", - " -2.6286e-02, -7.8187e-02, 1.2135e-02, -6.2621e-03, 3.2202e-02,\n", - " -9.3170e-03, 7.1725e-02, 7.2442e-02, -1.4227e-01, 1.8552e-02,\n", - " -7.8338e-02, 1.0542e-02, 1.1239e-01, 5.2885e-02, 3.8779e-02,\n", - " -1.0015e-01, 1.2903e-02, -1.8343e-03, 3.9987e-02, -6.7529e-02,\n", - " -2.5000e-03, -4.7019e-02, -3.9251e-02, -4.1427e-02, -6.3993e-02,\n", - " 8.6111e-02, 9.2680e-02, 4.1254e-02, 2.9180e-02, -9.1338e-03,\n", - " -6.2895e-02, 2.6644e-03, -8.6475e-02, 1.6118e-02, -1.2145e-01,\n", - " -8.3768e-02, -4.5096e-02, 1.2818e-01, -5.7325e-02, -1.4708e-02,\n", - " -4.9054e-02, -9.2094e-02, 8.5005e-02, 2.7500e-02, 2.4341e-02,\n", - " 8.2859e-02, -9.8056e-02, 1.0937e-01, 3.2294e-02, 4.2069e-02,\n", - " 1.0627e-01, -1.2262e-01, 3.5071e-02, -4.8184e-02, -3.3970e-02,\n", - " -1.4408e-01, 7.2304e-03, -1.8278e-02, -6.9799e-02, -8.7174e-02,\n", - " -4.4147e-02, -1.9730e-02, -4.3730e-02, -1.6056e-01, 1.7131e-02,\n", - " 3.1927e-02, -2.9129e-01, -1.3208e-04, -8.6744e-02, 1.0072e-01,\n", - " -9.7853e-02, -5.3415e-02, 1.0111e-03, -5.5046e-02, -5.0510e-02,\n", - " -2.0119e-02, 1.0338e-01, 3.3506e-02, -5.2398e-02, -5.2287e-02,\n", - " 1.7510e-02, -9.9062e-02, -5.0860e-02, 1.0784e-01, -9.4566e-03,\n", - " -4.0615e-02, -1.1739e-01, 8.4467e-02, 4.2408e-03, -7.0628e-02,\n", - " 1.5794e-02, -8.7676e-02, -6.4637e-02, 3.0169e-02, -4.5232e-02,\n", - " -4.5618e-02, 3.8786e-02, -6.4020e-02, -3.1999e-03, -4.4916e-02,\n", - " 3.0444e-02, 5.7500e-02, -3.8595e-02, -2.4118e-02, -1.5788e-02,\n", - " 1.9027e-02, -5.1826e-02, 6.0551e-02, -1.3605e-01, 3.3981e-02,\n", - " 1.0574e-01, 1.5876e-02, -1.1774e-01, 4.7213e-03, 1.0500e-01,\n", - " -1.0522e-01, -6.5394e-02, -4.6684e-03, 1.1568e-01, -2.9537e-02,\n", - " 1.9302e-02, 8.0413e-02, -4.7058e-02, -3.3123e-02, -2.8264e-02,\n", - " 1.2967e-01, 3.9024e-02, 6.2766e-03, -8.3924e-02, -2.0221e-02,\n", - " -1.0369e-01, -5.6690e-02, 6.1575e-02, -3.5458e-02, -2.4787e-02,\n", - " 4.7428e-02, -4.3019e-02, 6.3370e-02, -1.2462e-02, 8.3076e-02,\n", - " -1.3625e-02, 9.2603e-03, 4.2029e-03, -1.8970e-01, -1.6745e-02,\n", - " -2.1018e-02, -1.1468e-01, -3.5212e-02, 1.1852e-01, 8.4228e-02,\n", - " 5.1111e-03, 1.1418e-01, -1.5040e-01, 6.2058e-02, -3.2656e-02,\n", - " 1.8308e-02, -2.1581e-02, -3.2736e-02, 7.3150e-02, -6.4752e-02,\n", - " -9.4181e-02, -4.8331e-02, 6.4193e-03, -6.7217e-02, -1.8256e-02,\n", - " 3.1565e-05, -4.0711e-02, -1.1345e-01, 3.9847e-02, -4.3403e-02,\n", - " -8.2811e-04, -1.5399e-02, 9.3750e-02, -8.5563e-03, 1.3749e-02,\n", - " -4.4913e-02, 4.7170e-02, 4.2243e-02, 4.4624e-02, -2.9499e-02,\n", - " -8.8034e-03, -2.2389e-02, 3.9218e-02, -2.6770e-02, -4.7181e-02,\n", - " 3.1094e-02, 6.1592e-02, -9.8796e-02, -9.6118e-02, -4.7970e-02,\n", - " 5.7782e-02, -9.1554e-02, 9.4851e-02, -1.2530e-01, -3.6643e-03,\n", - " -4.5754e-02, -8.6513e-02, -2.7181e-02, -4.1280e-02, 4.2433e-02,\n", - " 1.3953e-01, -2.1563e-02, -3.9561e-03, -8.6442e-02, 3.1682e-02,\n", - " -1.7148e-02, 5.3783e-02, 2.4924e-03, -7.1851e-02, -4.1573e-02,\n", - " -2.9374e-02, 2.6773e-02, -4.9041e-02, 2.4384e-02, -1.5951e-04,\n", - " 5.3462e-02, 9.5581e-03, -4.2903e-02, 5.2717e-02, 1.1375e-02,\n", - " -6.6682e-02, 5.7971e-02, -1.4347e-02, 6.3449e-02, -2.0303e-01,\n", - " 2.6150e-02, 4.1828e-02, -7.0530e-03, -1.1210e-02, -3.0129e-02,\n", - " -7.7546e-02, 4.1267e-02, 9.3949e-02, 6.9542e-02, 2.3388e-02,\n", - " 1.7832e-02, 1.6107e-02, 3.9901e-03, 1.2365e-01, 2.4412e-02,\n", - " -4.0933e-02, 3.1260e-02, 2.4695e-02, -1.8128e-02, -6.2454e-02,\n", - " 6.7982e-03, 6.7770e-02, 5.1695e-02, -5.8211e-02, -1.2121e-01,\n", - " 3.5418e-02, -4.1471e-02, 1.3869e-01, 7.7779e-02, 2.8041e-02,\n", - " -7.1986e-02, 2.6992e-02, 1.4375e-01, -6.9353e-02, 2.0755e-02,\n", - " -1.3017e-02, 2.4441e-02, -1.5003e-01, 1.0360e-01, -1.2508e-01,\n", - " -4.2380e-02, 9.7494e-03, 1.0667e-01, 1.7276e-01, -2.7205e-02,\n", - " -5.9563e-02, 5.6052e-02, -9.3633e-02, -9.9569e-02, 2.8048e-02,\n", - " -2.3351e-02, -8.9287e-02, 2.0996e-02, -6.4035e-02, 9.4746e-03,\n", - " 7.0486e-02, -9.0936e-02, -1.2638e-02, -2.5624e-04, 1.2731e-01,\n", - " -7.6902e-03, 6.8181e-04, -8.9530e-02, 8.1624e-02, 1.0716e-01,\n", - " 8.8180e-02, 3.3903e-02, 4.8081e-02, -7.4646e-02, 2.5266e-02,\n", - " 1.1099e-01, -1.2067e-02, 7.8247e-02, 5.0167e-02, 9.4191e-02,\n", - " -1.2335e-01, -5.1383e-02, -3.9435e-02, 3.2673e-02, -5.8408e-02,\n", - " 1.1142e-01, -4.1838e-02, -2.9445e-02, 9.4614e-03, 5.3572e-02,\n", - " 1.4995e-02, 9.3793e-02, -1.8687e-03, 5.4938e-02, 1.5869e-02,\n", - " 1.2725e-01, 3.5434e-02, 1.2855e-01, 8.4082e-02, -8.6476e-03,\n", - " 7.8199e-02, 7.4972e-02, 1.1008e-01, 1.1953e-01, 4.1692e-03,\n", - " -7.4996e-02, 9.5510e-02, -1.0597e-01, -6.3848e-02, -1.2091e-02,\n", - " -1.0671e-01, 2.2532e-02, 1.2704e-01, 4.6429e-02, 9.3594e-02,\n", - " 7.9082e-02, 7.3825e-02, 4.2154e-02, 1.5092e-01, -3.8896e-02,\n", - " -3.8002e-02, 1.1316e-01, 6.6065e-02, 9.3564e-02, -4.6570e-02,\n", - " 7.6666e-02, -2.3078e-02, 5.8144e-02, -4.0367e-02, 9.0807e-02,\n", - " 1.4236e-02, -1.3126e-02, 4.3617e-02, 9.0530e-02, 1.5598e-01,\n", - " 1.9056e-01, -2.4029e-02, -5.2486e-02, -6.4968e-02, 1.6059e-01,\n", - " -3.9003e-02, 6.0146e-02, 3.2064e-02, -6.1824e-02, -4.3470e-02,\n", - " 1.6267e-02, -7.3185e-02, 1.4688e-01, -6.1569e-02, 3.5383e-02,\n", - " 1.5175e-02, -1.1097e-02, 7.9761e-02, -2.5666e-02, -1.8623e-02,\n", - " -5.2326e-02, -1.2878e-01, 2.3762e-02, 2.8581e-02, 1.0265e-01,\n", - " -9.5077e-03, -1.1973e-01, -4.7809e-02, 1.9155e-02, -6.8521e-02,\n", - " 1.4069e-01, 5.0390e-02, -6.8261e-02, 8.0132e-02, 1.0216e-01,\n", - " 1.2100e-02, 8.4435e-02, 7.3140e-02, 3.1655e-03, 6.0415e-02,\n", - " -1.2637e-01, 3.2786e-02, -2.2860e-02, 2.8518e-02, -2.1612e-02,\n", - " 9.4717e-03, -1.0841e-01, 3.2258e-02, 5.6320e-02, 1.5290e-02,\n", - " -5.5774e-01, 2.8587e-02, -1.8576e-02, -1.3262e-02, 4.4602e-02,\n", - " -6.2596e-02, -1.1419e-02, -1.2759e-01, -1.0925e-02, -3.6998e-02,\n", - " 2.8758e-02, 5.6271e-02, -4.1738e-02, -1.2156e-02, 1.6054e-01,\n", - " -1.8478e-02, -4.9370e-03, 1.4750e-01, -1.0961e-01, 2.0658e-02,\n", - " -5.6119e-02, 4.6679e-02, -9.2555e-02, -6.0768e-02, 7.0134e-02,\n", - " 3.5825e-02, 7.8854e-03, -2.3229e-02, 1.4131e-02, 1.1417e-01,\n", - " -9.1527e-02, -4.8586e-02, -3.8156e-02, 8.4667e-02, -7.0317e-02,\n", - " -8.5190e-02, -1.5605e-01, 8.2730e-02, 5.1901e-02, -2.9160e-02,\n", - " 3.1027e-02, -4.4396e-02, 1.3495e-01, -1.4035e-02, -5.6577e-02,\n", - " 3.4225e-02, 2.1248e-02, 4.5314e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8251, 0.8348, 0.7794, 0.8126, 0.7828, 0.8165, 0.7776, 0.7747, 0.8210,\n", - " 0.7964, 0.7777, 0.7842, 0.7933, 0.8016, 0.8251, 0.7820, 0.7734, 0.7917,\n", - " 0.8153, 0.8294, 0.7857, 0.7943, 0.8350, 0.8044, 0.8106, 0.7977, 0.7718,\n", - " 0.8028, 0.7701, 0.8530, 0.8197, 0.7987, 0.8022, 0.7990, 0.8531, 0.8301,\n", - " 0.7703, 0.8147, 0.7926, 0.7936, 0.8294, 0.8227, 0.7952, 0.8105, 0.8121,\n", - " 0.7895, 0.8224, 0.8203, 0.8467, 0.8441, 0.7715, 0.8163, 0.8154, 0.7807,\n", - " 0.7886, 0.7995, 0.8315, 0.7771, 0.8254, 0.8022, 0.8009, 0.7931, 0.8045,\n", - " 0.7798, 0.8309, 0.8031, 0.8369, 0.8285, 0.8119, 0.8138, 0.8305, 0.8246,\n", - " 0.8315, 0.7902, 0.8092, 0.7675, 0.7957, 0.7714, 0.8129, 0.8209, 0.8283,\n", - " 0.8230, 0.8065, 0.8160, 0.7973, 0.8186, 0.7803, 0.8248, 0.8407, 0.7930,\n", - " 0.8030, 0.8242, 0.7747, 0.7540, 0.8093, 0.8211, 0.7576, 0.8064, 0.8067,\n", - " 0.8141, 0.8427, 0.8502, 0.7863, 0.8153, 0.7770, 0.7758, 0.8113, 0.8116,\n", - " 0.8187, 0.7715, 0.8011, 0.7986, 0.8053, 0.8180, 0.8365, 0.8390, 0.8062,\n", - " 0.8318, 0.7999, 0.8233, 0.7957, 0.7907, 0.8353, 0.1663, 0.8098, 0.7777,\n", - " 0.7882, 0.7617, 0.8072, 0.8148, 0.8258, 0.8303, 0.7876, 0.8151, 0.7999,\n", - " 0.8330, 0.8135, 0.7883, 0.8148, 0.7804, 0.8275, 0.8257, 0.8150, 0.7447,\n", - " 0.7917, 0.8153, 0.8149, 0.7527, 0.8124, 0.7785, 0.7845, 0.7735, 0.7998,\n", - " 0.8182, 0.8317, 0.7964, 0.8098, 0.7814, 0.8062, 0.7777, 0.8044, 0.7984,\n", - " 0.8277, 0.8313, 0.7588, 0.8208, 0.7930, 0.7996, 0.7547, 0.8110, 0.8197,\n", - " 0.8066, 0.8038, 0.8155, 0.8202, 0.8340, 0.7884, 0.8155, 0.8113, 0.7976,\n", - " 0.1416, 0.8115, 0.8415, 0.8499, 0.8355, 0.8290, 0.7574, 0.8101, 0.7923,\n", - " 0.8234, 0.8126, 0.8331, 0.7698, 0.7824, 0.7892, 0.8021, 0.8207, 0.8018,\n", - " 0.8180, 0.8023, 0.8192, 0.8107, 0.8279, 0.7781, 0.7852, 0.6966, 0.8377,\n", - " 0.8110, 0.8203, 0.7936, 0.7912, 0.8254, 0.8101, 0.7749, 0.8121, 0.7943,\n", - " 0.7995, 0.7963, 0.7826, 0.8149, 0.8187, 0.7952, 0.8192, 0.7814, 0.8082,\n", - " 0.3372, 0.8132, 0.7895, 0.8107, 0.7660, 0.7589, 0.8285, 0.8014, 0.8318,\n", - " 0.8236, 0.7872, 0.7850, 0.8034, 0.7982, 0.7600, 0.8229, 0.8231, 0.7998,\n", - " 0.7718, 0.8273, 0.7904, 0.8195, 0.8088, 0.7735, 0.8079, 0.8067, 0.8565,\n", - " 0.8043, 0.8117, 0.8019, 0.8084, 0.8137, 0.7587, 0.8066, 0.7961, 0.8284,\n", - " 0.8194, 0.8553, 0.8281, 0.7880, 0.7507, 0.7752, 0.8030, 0.7949, 0.8124,\n", - " 0.8038, 0.8077, 0.8146, 0.8063, 0.8237, 0.8176, 0.7756, 0.8122, 0.8022,\n", - " 0.7971, 0.7880, 0.7773, 0.8359, 0.7711, 0.7809, 0.8221, 0.7846, 0.8284,\n", - " 0.8062, 0.8281, 0.7902, 0.7822, 0.8118, 0.7755, 0.7783, 0.7924, 0.8119,\n", - " 0.8184, 0.7972, 0.8094, 0.8189, 0.7841, 0.8178, 0.8380, 0.8079, 0.8106,\n", - " 0.8015, 0.8089, 1.4368, 0.8324, 0.7814, 0.7687, 0.7665, 0.8197, 0.8279,\n", - " 0.7889, 0.7996, 0.8173, 0.8145, 0.8092, 0.8309, 0.7942, 0.8039, 0.7998,\n", - " 0.8222, 0.8200, 0.8132, 0.7628, 0.8252, 0.8232, 0.7979, 0.7718, 0.8213,\n", - " 0.8053, 0.7994, 0.8032, 0.7628, 0.8216, 0.8292, 0.7952, 0.8085, 0.8388,\n", - " 0.8063, 0.8085, 0.8071, 0.7865, 0.8005, 0.7313, 0.8029, 0.7600, 0.8055,\n", - " 0.8069, 0.7975, 0.7985, 0.8311, 0.7962, 0.7773, 0.7786, 0.7927, 0.8052,\n", - " 0.7948, 0.7855, 0.8078, 0.8031, 0.8176, 0.7887, 0.7931, 0.8140, 0.8100,\n", - " 0.8133, 0.7698, 0.7932, 0.8300, 0.7928, 0.7503, 0.8270, 0.8106, 0.8048,\n", - " 0.7845, 0.8155, 0.8155, 0.2536, 0.8103, 0.7783, 0.7538, 0.8259, 0.8319,\n", - " 0.8387, 0.8335, 0.7858, 0.8124, 0.8057, 0.8129, 0.7896, 0.8417, 0.8427,\n", - " 0.7926, 0.8139, 0.8051, 0.8048, 0.7916, 0.7862, 0.7843, 0.8062, 0.8166,\n", - " 0.7787, 0.8195, 0.8162, 0.7995, 0.8251, 0.8179, 0.7671, 0.8214, 0.8367,\n", - " 0.8063, 0.8083, 0.8073, 0.7929, 0.8413, 0.7784, 0.8074, 0.8027, 0.7906,\n", - " 0.7903, 0.8173, 0.8231, 0.8217, 0.8307, 0.8203, 0.7904, 0.7832, 0.7669,\n", - " 0.8237, 0.7877, 0.8320, 0.8314, 0.7896, 0.8090, 0.8206, 0.8156, 0.7982,\n", - " 0.8292, 0.7918, 0.7818, 0.8250, 0.7518, 0.7979, 0.8007, 0.8207, 0.7739,\n", - " 0.8172, 0.8052, 0.8029, 0.7933, 0.8297, 0.8332, 0.7969, 0.8215, 0.7459,\n", - " 0.7839, 0.8077, 0.7897, 0.8376, 0.8132, 0.7691, 0.8116, 0.7727, 0.7511,\n", - " 0.8192, 0.8161, 0.8058, 0.8114, 0.8242, 0.8138, 0.7840, 0.7908, 0.8491,\n", - " 0.8326, 0.7811, 0.8120, 0.8192, 0.8116, 0.8013, 0.8118, 0.8114, 0.8063,\n", - " 0.8085, 0.7608, 0.8015, 0.8005, 0.8123, 0.8252, 0.8310, 0.7786, 0.8160,\n", - " 0.8289, 0.8081, 0.8032, 0.7974, 0.8163, 0.7769, 0.7992, 0.7744, 0.7747,\n", - " 0.8085, 0.8226, 0.8117, 0.7959, 0.8174, 0.8196, 0.7900, 0.8211, 0.8295,\n", - " 0.8148, 0.7874, 0.8066, 0.8196, 0.7752, 0.8119, 0.7833, 0.8285, 0.8109,\n", - " 0.8055, 0.8034, 0.8000, 0.8093, 0.3332, 0.8061, 0.8162, 0.7930, 0.8070,\n", - " 0.8315, 0.8332, 0.8237, 0.7884, 0.7710, 0.8421, 0.8047, 0.7888, 0.8172,\n", - " 0.8012, 0.7979, 0.8478, 0.8192, 0.8070, 0.7819, 0.7937, 0.8314, 0.7808,\n", - " 0.8165, 0.8397, 0.7882, 0.7909, 0.8080, 0.8026, 0.8206, 0.8128, 0.7738,\n", - " 0.8048, 0.8282, 0.8260, 0.8000, 0.8183, 0.8027, 0.8006, 0.8062, 0.8043,\n", - " 0.7940, 0.8297, 0.8014, 0.7936, 0.8204, 0.7846, 0.7910, 0.7954, 0.8107,\n", - " 0.8333, 0.7498, 0.7903, 0.7935, 0.7991, 0.8034, 0.8218, 0.8086, 0.8293,\n", - " 0.7960, 0.7717, 0.8300, 0.7787, 0.8352, 0.8340, 0.8228, 0.8190, 0.8202,\n", - " 0.8161, 0.7932, 0.7973, 0.8293, 0.8166, 0.8183, 0.8218, 0.8302, 0.8113,\n", - " 0.7656, 0.8109, 0.7740, 0.8187, 0.8191, 0.7948, 0.8216, 0.8025, 0.7904,\n", - " 0.8239, 0.8056, 0.7725, 0.8176, 0.7805, 0.8300, 0.8249, 0.7939, 0.7410,\n", - " 0.7963, 0.8527, 0.8381, 0.8244, 0.8064, 0.7934, 0.7839, 0.8046, 0.8128,\n", - " 0.7808, 0.8215, 0.7960, 0.7845, 0.8408, 0.7729, 0.7967, 0.8378, 0.7826,\n", - " 0.7836, 0.7964, 0.7529, 0.7975, 0.7618, 0.8192, 0.7779, 0.7923, 0.7806,\n", - " 0.7817, 0.7693, 0.8327, 0.8074, 0.7919, 0.8352, 0.7803, 0.8068, 0.7745,\n", - " 0.7950, 0.8178, 0.8105, 0.8176, 0.8124, 0.8136, 0.8095, 0.8352, 0.7797,\n", - " 0.8233, 0.7475, 0.7883, 0.7931, 0.7495, 0.8081, 0.8022, 0.7882, 0.8159,\n", - " 0.7981, 0.7914, 0.8121, 0.8196, 0.8087, 0.8475, 0.8177, 0.7951, 0.8115,\n", - " 0.8258, 0.8063, 0.7977, 0.8071, 0.7969, 0.8173, 0.8449, 0.7921, 0.8083,\n", - " 0.8310, 0.8090, 0.8157, 0.7836, 0.7831, 0.7968, 0.7787, 0.8153, 0.8320,\n", - " 0.7884, 0.8291, 0.7977, 0.7856, 0.7711, 0.7059, 0.8316, 0.8299, 0.7995,\n", - " 0.8171, 0.7885, 0.7962, 0.7963, 0.8245, 0.7558, 0.8110, 0.8218, 0.7989,\n", - " 0.1384, 0.8331, 0.8168, 0.7994, 0.8275, 0.8207, 0.8063, 0.7935, 0.7783,\n", - " 0.7950, 0.8143, 0.8227, 0.8296, 0.8086, 0.7636, 0.8048, 0.8131, 0.7752,\n", - " 0.8219, 0.7901, 0.8131, 0.8068, 0.8072, 0.7957, 0.7979, 0.8126, 0.8238,\n", - " 0.8145, 0.8305, 0.7915, 0.8464, 0.8283, 0.7804, 0.7945, 0.8148, 0.7782,\n", - " 0.6472, 0.8075, 0.8154, 0.7994, 0.8202, 0.8150, 0.8094, 0.7835, 0.7966,\n", - " 0.7961, 0.8114, 0.8266], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-4.1362e-02, -2.1139e-02, -7.5811e-02, -8.0979e-03, -9.7905e-02,\n", - " -6.4240e-02, -1.1137e-01, -8.8885e-02, 4.2872e-03, 1.0240e-02,\n", - " -6.5854e-02, -8.0492e-02, 2.9897e-02, -6.2206e-02, -4.8446e-02,\n", - " -1.0729e-01, -1.0719e-01, -6.6133e-02, 1.2595e-02, -4.8516e-02,\n", - " -1.1542e-01, -2.8713e-02, -8.3221e-02, -1.6142e-01, -5.5506e-02,\n", - " -8.8782e-02, -6.1462e-02, -5.6109e-03, 2.6672e-03, -5.5647e-02,\n", - " -7.5772e-02, -4.6467e-02, -1.1253e-01, 4.3458e-04, -1.2891e-02,\n", - " -1.8985e-02, 1.8273e-02, -1.0369e-02, -6.9231e-02, 4.4604e-02,\n", - " -3.7813e-03, 5.2488e-02, -1.1338e-02, -3.9193e-02, -3.9279e-02,\n", - " -2.4902e-02, -7.4043e-02, -4.3355e-02, -2.8837e-02, -2.3977e-02,\n", - " 7.8040e-02, -5.5550e-02, -1.1675e-01, -6.7734e-04, -8.5435e-02,\n", - " -8.8475e-02, -5.6222e-02, 2.1747e-02, 1.2484e-02, 2.7954e-02,\n", - " 9.6641e-03, -9.6321e-02, -4.1679e-02, -3.9307e-02, -2.6504e-02,\n", - " -8.5320e-02, -4.7608e-02, -6.0109e-02, 2.2232e-02, 1.1919e-02,\n", - " 4.3061e-02, -3.8129e-02, 1.1741e-02, -4.4939e-02, -6.3287e-02,\n", - " -2.3888e-02, -3.0544e-02, -3.1179e-02, -6.8521e-02, -1.0757e-01,\n", - " -5.8121e-02, -7.9392e-02, -5.0252e-02, -8.0455e-02, -5.2742e-02,\n", - " -5.2701e-02, -5.7354e-02, -2.9069e-02, 2.4157e-02, -1.2187e-01,\n", - " 5.8234e-03, 3.1140e-03, -1.2781e-01, -3.3020e-02, -7.0746e-02,\n", - " 2.8580e-02, -9.6201e-02, 1.4824e-02, -7.1823e-02, -5.7498e-03,\n", - " 2.6578e-03, -4.0516e-02, -9.2663e-02, -1.9174e-02, -2.9189e-02,\n", - " -4.1956e-02, -1.1289e-02, 1.0686e-02, 1.2404e-03, -3.6887e-02,\n", - " -1.7767e-03, -7.6929e-03, -1.9454e-02, 1.5242e-02, -2.4329e-02,\n", - " -4.3963e-02, 4.1254e-03, 4.0596e-03, -2.0910e-02, -4.1460e-02,\n", - " -1.0514e-02, -2.5199e-02, -3.9839e-02, -3.7927e-01, -5.3645e-02,\n", - " 3.2562e-02, -4.4924e-02, -7.3146e-02, -1.2187e-02, -3.3652e-02,\n", - " -2.1251e-02, -8.9068e-02, -8.9228e-04, 5.0278e-03, 7.5714e-03,\n", - " -1.9635e-02, -4.8386e-02, 3.7448e-03, -3.8368e-03, 1.1127e-03,\n", - " 1.9572e-02, -3.6723e-02, -4.0977e-02, -1.1455e-01, -8.5390e-02,\n", - " -1.6222e-02, -9.9858e-03, 5.8480e-02, -1.5125e-02, -1.2109e-01,\n", - " 1.6111e-02, -1.0311e-01, 4.8411e-02, -5.3147e-02, -1.3798e-02,\n", - " -7.1730e-02, -4.0161e-02, -3.3945e-02, -3.8025e-02, -7.8987e-03,\n", - " -6.0108e-02, 9.9554e-03, 5.7799e-03, -6.7667e-02, -1.0783e-01,\n", - " -2.7267e-02, -1.3513e-01, -5.5996e-02, 4.8432e-02, -4.2904e-02,\n", - " -1.5741e-03, 2.0023e-02, -5.2984e-02, -7.2217e-02, -4.1452e-02,\n", - " -3.8336e-02, -1.0602e-01, -3.8518e-03, -3.3556e-02, -8.4335e-02,\n", - " -1.9414e-01, -1.0884e-01, 3.8163e-02, -3.4392e-02, -7.1212e-02,\n", - " -3.3847e-02, -1.5423e-01, -5.1650e-02, -1.0664e-01, -1.5648e-02,\n", - " -8.8657e-03, 4.4095e-02, -9.4535e-02, -1.7994e-02, -8.6558e-02,\n", - " -4.4600e-02, -3.6234e-02, -1.8038e-02, 7.7291e-03, -2.1728e-02,\n", - " 5.1011e-03, -3.8045e-02, -4.8390e-02, -1.4892e-02, -1.2812e-02,\n", - " -1.1820e-01, -4.9538e-02, 2.2665e-02, -5.9120e-02, -5.1434e-02,\n", - " 1.5802e-03, -2.3590e-02, -9.8635e-02, -9.1213e-02, -3.5988e-02,\n", - " -3.7719e-02, 3.5263e-02, 7.8793e-03, -1.0256e-01, -1.1728e-02,\n", - " -6.5399e-02, -8.2471e-02, -3.8857e-02, -6.5676e-02, -1.2306e-02,\n", - " 4.3430e-01, -6.2846e-02, 3.0290e-02, -1.0564e-01, -2.7240e-02,\n", - " 1.1110e-02, -4.3579e-02, -1.5262e-01, 5.8040e-03, -1.5194e-02,\n", - " -2.8451e-02, -3.2047e-02, -3.3394e-02, -9.8465e-02, 7.7444e-02,\n", - " -3.9825e-02, -6.5182e-02, 6.2047e-02, -9.2174e-02, -3.6456e-02,\n", - " -3.1621e-03, -5.8628e-02, -2.2820e-02, 2.5846e-02, 3.5630e-02,\n", - " 9.8710e-04, -1.1307e-01, -1.3313e-02, 1.7162e-02, -7.5754e-02,\n", - " -9.8890e-03, -5.1323e-03, 4.0096e-02, -2.6852e-02, -7.1099e-02,\n", - " -6.3135e-02, -1.7889e-02, -2.4470e-02, -4.3215e-03, -2.5126e-02,\n", - " 8.1877e-02, -4.7567e-02, -4.6521e-02, -7.1673e-02, -2.2439e-02,\n", - " -8.7681e-03, -4.7087e-02, 1.4264e-02, -4.8559e-02, -1.2411e-02,\n", - " -3.3777e-02, -5.1161e-02, -4.4873e-02, -4.8985e-03, 9.3010e-03,\n", - " -5.4595e-02, -1.0051e-01, -5.2337e-02, -1.6020e-03, 7.2563e-02,\n", - " -4.4614e-02, -1.3594e-01, -5.9025e-02, -4.3979e-02, -1.7385e-02,\n", - " -3.3880e-02, -4.9312e-02, 2.7752e-02, -3.7881e-02, -9.5431e-02,\n", - " -5.4052e-02, -2.1057e-02, -8.0697e-02, -9.2981e-02, 1.1323e-02,\n", - " -1.9936e-02, -6.2868e-02, -2.3075e-02, -7.0953e-02, -1.3957e-01,\n", - " -2.8137e-02, -1.6601e-02, 9.3149e-03, -4.1541e-01, -8.8792e-03,\n", - " -8.1566e-03, 5.3763e-03, -8.6175e-02, -3.5735e-02, -1.6793e-02,\n", - " -8.2754e-02, -5.3099e-02, -2.7819e-02, -3.3768e-02, 3.1374e-03,\n", - " -8.3585e-03, -1.1262e-01, -6.6105e-02, 8.8857e-02, -1.3025e-02,\n", - " -1.0040e-02, -5.3616e-02, -9.9734e-02, 6.4510e-03, 3.3691e-02,\n", - " -8.8595e-02, -7.2246e-02, -7.5322e-02, -1.2594e-01, -2.3822e-02,\n", - " 2.0735e-03, 1.3872e-02, -2.7440e-02, -2.0588e-02, -5.4746e-03,\n", - " -2.8957e-02, -7.3782e-02, -5.3082e-02, -7.3429e-02, -4.4103e-02,\n", - " 2.5730e-03, 1.1183e-02, 1.2541e-01, -5.3598e-03, 6.3142e-02,\n", - " -2.0548e-02, -2.2290e-02, -1.4678e-01, -2.7653e-02, -1.8403e-02,\n", - " -5.6971e-03, -5.1638e-02, -7.1981e-02, -5.9321e-03, -4.1501e-02,\n", - " -1.7628e-02, 6.8465e-03, -7.9499e-02, -2.9736e-02, -6.9518e-02,\n", - " -2.3201e-02, 4.0839e-04, -2.5406e-02, 1.6187e-02, -1.6235e-02,\n", - " 7.2862e-02, -1.9922e-02, -4.6751e-02, -2.7472e-03, 4.8653e-02,\n", - " -2.7372e-02, -9.0514e-02, -2.6969e-02, 4.2322e-02, -4.6600e-02,\n", - " -2.7588e-02, 2.5768e-01, 7.3218e-03, 3.6501e-02, -1.4214e-01,\n", - " 1.9775e-03, 2.6063e-03, -8.5092e-02, -3.9450e-02, 3.2309e-02,\n", - " -3.1081e-02, -3.9204e-02, -4.0745e-02, 4.4976e-02, -3.5110e-02,\n", - " -2.9960e-02, 3.7239e-02, 2.4120e-02, -1.1123e-01, 2.0888e-02,\n", - " 1.0318e-02, -2.9862e-02, -7.1648e-02, 9.5027e-03, 1.7330e-02,\n", - " 5.9332e-02, -7.5450e-02, 5.0240e-02, -1.1350e-01, -3.4397e-03,\n", - " -4.1896e-02, 2.5440e-03, -2.2849e-02, 7.7766e-03, -3.0966e-02,\n", - " -7.3168e-02, -4.5329e-02, 6.6936e-03, -5.9718e-02, -4.3592e-02,\n", - " -3.6960e-02, 2.2038e-02, -6.0747e-02, 1.1733e-02, 2.1222e-02,\n", - " -6.0428e-02, 2.9012e-02, 1.1516e-02, 6.7814e-02, -8.9485e-02,\n", - " 1.7257e-03, 1.7998e-02, 1.3386e-02, -6.4914e-02, -4.2015e-03,\n", - " -7.0684e-02, -3.2654e-02, 1.6183e-02, -2.4565e-02, -2.1684e-02,\n", - " -5.0920e-02, -5.4181e-02, -9.0532e-02, 3.4629e-02, -1.7536e-02,\n", - " 2.8171e-02, 7.9664e-02, -6.9862e-03, -3.9849e-02, -7.6986e-04,\n", - " -1.0305e-01, -1.7982e-02, -1.0644e-01, 3.3085e-02, -1.0057e-01,\n", - " -1.1000e-01, 1.8379e-02, -7.5758e-02, 6.9268e-02, 9.0715e-02,\n", - " -5.1281e-02, 2.9102e-02, -3.7505e-02, -7.9620e-02, -1.3072e-01,\n", - " 9.0839e-03, -8.3967e-02, 4.9114e-02, -4.9140e-02, -5.2445e-02,\n", - " -6.2678e-02, -6.3389e-02, -2.3650e-02, -1.1224e-01, -1.0199e-02,\n", - " 1.7565e-02, -2.2788e-02, -7.4345e-02, 2.6721e-02, 3.4486e-02,\n", - " -1.9545e-02, -3.0934e-02, 9.9406e-03, -6.9302e-02, -8.4427e-03,\n", - " 2.0471e-02, -6.0629e-02, -1.2793e-01, 1.3341e-02, -4.0084e-02,\n", - " 4.4260e-03, -2.9441e-03, -5.2052e-02, -3.7910e-02, -7.0367e-02,\n", - " -1.7955e-02, 3.0577e-02, -5.3963e-02, -8.4500e-02, -1.0929e-01,\n", - " -2.1843e-02, -6.7049e-02, -1.7152e-02, 1.1544e-02, -3.6903e-02,\n", - " -4.1726e-02, 1.7800e-02, -6.0652e-02, 8.4222e-03, -6.5603e-03,\n", - " 2.0868e-02, -1.0623e-02, -2.9781e-02, 2.0752e-02, -4.4583e-02,\n", - " -8.6989e-02, -1.3837e-02, -1.1138e-02, 5.2651e-02, -3.5046e-02,\n", - " -1.3963e-02, -6.2696e-02, -8.8634e-02, -1.3488e-02, -7.9394e-04,\n", - " -1.1459e-02, -4.1579e-01, -2.9550e-03, -7.5688e-02, -5.7328e-02,\n", - " -1.3988e-02, -3.2999e-02, -1.6646e-02, -6.0204e-02, -5.6912e-02,\n", - " 4.9636e-02, -4.6067e-02, 1.4898e-03, -7.1886e-02, 1.3885e-01,\n", - " -7.0987e-02, -1.2024e-02, -4.3055e-02, -1.7132e-02, 4.4137e-02,\n", - " 8.6884e-02, -3.8044e-03, -1.3646e-02, -1.2310e-01, -9.4855e-02,\n", - " 4.3715e-03, 4.0915e-02, -6.6918e-02, -2.9787e-02, -2.3023e-02,\n", - " -3.7373e-03, -2.5459e-02, -1.0892e-01, -4.6046e-02, 7.2752e-03,\n", - " 1.7191e-02, 2.6607e-02, -1.1708e-01, 1.0959e-02, 1.0620e-02,\n", - " -3.5897e-02, -5.3323e-02, -5.8725e-02, -1.0378e-02, -4.7706e-02,\n", - " 1.8659e-03, -6.0888e-02, -1.0792e-01, -3.3674e-02, 1.8794e-02,\n", - " -6.7407e-02, -5.3001e-02, 7.0236e-02, -6.1790e-02, 4.3988e-02,\n", - " 8.6426e-03, -8.1173e-02, -4.3926e-02, -2.9863e-02, -9.4102e-04,\n", - " -1.0606e-02, -2.0545e-01, 8.4482e-03, -1.6001e-02, -2.0171e-02,\n", - " -3.7645e-02, -2.5153e-02, -5.8750e-02, 1.0159e-02, -3.9517e-02,\n", - " -3.4803e-02, -2.8174e-02, -4.9856e-02, -5.0199e-02, -2.9427e-02,\n", - " -4.1125e-02, -1.2681e-02, 2.4346e-02, -6.0683e-02, -8.4800e-02,\n", - " -9.0528e-02, -3.9378e-02, -4.6350e-02, 2.7161e-03, -1.5785e-02,\n", - " -8.0687e-02, 2.2171e-02, -4.7229e-03, -5.2977e-02, -1.8089e-02,\n", - " 1.1580e-02, 9.4699e-03, -1.2036e-02, 2.1710e-02, 3.5645e-02,\n", - " -1.2094e-01, -4.0135e-02, -7.4306e-02, -9.7870e-03, -5.3679e-02,\n", - " -4.7410e-02, -1.1074e-01, 3.4376e-02, -7.2576e-02, -5.7748e-02,\n", - " -1.0441e-01, -4.5554e-02, -6.4857e-02, -1.4859e-01, -3.1018e-02,\n", - " -4.7611e-02, -6.7080e-02, -6.3054e-02, -8.6482e-02, -5.7229e-02,\n", - " 4.1857e-02, -1.1226e-01, 2.6263e-03, 5.0956e-02, -2.2680e-02,\n", - " 7.5209e-02, -3.6766e-02, -1.1250e-01, -4.2424e-02, -1.0365e-01,\n", - " -7.9786e-02, -6.1874e-02, -1.0176e-01, -7.9025e-02, -1.5940e-02,\n", - " -2.2612e-02, -9.9498e-02, -8.6026e-02, -3.7958e-02, -2.1595e-03,\n", - " -6.3151e-02, 3.0186e-02, -8.7673e-02, -2.3391e-02, -3.7365e-02,\n", - " -5.6762e-02, -3.4761e-02, -1.2715e-01, -1.0902e-01, -9.3632e-02,\n", - " -1.0694e-01, -1.4135e-02, 2.1508e-02, -1.0193e-02, -7.1002e-02,\n", - " 1.5634e-02, -9.1708e-02, -7.8840e-02, -6.2213e-02, -1.4059e-03,\n", - " -2.5708e-02, -1.9438e-02, -5.8914e-02, -2.4784e-04, 3.0568e-03,\n", - " -2.8721e-02, -4.9874e-02, -9.1331e-02, 3.1717e-02, -4.1207e-02,\n", - " 4.6977e-03, -1.8336e-02, -3.8194e-02, -3.4620e-02, -1.6672e-02,\n", - " -6.0389e-02, 4.9552e-02, -4.2689e-02, 1.7019e-02, -7.2453e-02,\n", - " -7.7890e-02, -1.2995e-02, 2.8752e-02, -1.9292e-02, -9.7709e-02,\n", - " -6.3426e-02, -1.6326e-01, -6.6448e-02, -4.3279e-02, -1.0640e-01,\n", - " -3.5923e-02, -3.9645e-02, -1.0021e-01, -8.0595e-02, -7.7919e-03,\n", - " -5.2596e-02, 5.7838e-02, -6.7250e-02, -4.0111e-02, -1.5037e-02,\n", - " 2.5015e-01, -2.8034e-02, -1.3051e-02, -3.6914e-02, -8.1649e-02,\n", - " -6.9879e-03, 1.7801e-02, -9.0037e-03, 3.4770e-02, 2.9013e-02,\n", - " -4.7406e-02, -2.4532e-02, -2.6549e-02, -1.0197e-01, -1.3016e-01,\n", - " -1.9337e-02, -2.1702e-02, -1.0323e-01, -1.7879e-03, -5.0249e-02,\n", - " -4.0157e-02, -5.4023e-02, 2.9882e-02, 3.2381e-02, -3.8132e-02,\n", - " -1.0330e-01, -6.2905e-02, 2.3009e-02, -5.4649e-02, -5.7878e-02,\n", - " -2.2109e-02, -1.4713e-02, -8.6525e-03, -7.3654e-02, 1.3044e-02,\n", - " -4.2456e-02, 1.4466e-01, -6.9343e-02, -2.6265e-02, 3.4474e-02,\n", - " -5.8037e-02, -2.6273e-02, -7.6483e-02, 4.9269e-02, 2.7771e-02,\n", - " -1.5530e-02, -2.2757e-02, -2.3138e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.6676e-02, -1.4497e-02, -3.8229e-02, 1.1834e-03, -5.4898e-02,\n", - " -6.6086e-02, -1.0283e-02, 6.3277e-02, -1.7615e-02, -4.0525e-02,\n", - " -4.5876e-03, 2.2352e-02, -2.2756e-02, 7.4079e-02, 9.4136e-03,\n", - " -3.4196e-02, 6.0986e-02, 2.0791e-02, 3.0050e-02, -2.4763e-02,\n", - " 1.1391e-01, 5.7480e-02, 4.4814e-02, 9.5734e-03, 8.2847e-02,\n", - " -3.6637e-02, -4.6617e-02, -7.7708e-02, -6.1253e-02, -1.6416e-02,\n", - " 6.0051e-02, -1.6581e-02, 1.3533e-02, -3.4358e-02, 3.3707e-02,\n", - " -2.6728e-02, -5.1416e-02, -7.5241e-04, 1.1595e-01, 1.1904e-02,\n", - " -2.1282e-02, 6.6300e-02, -1.8813e-02, 1.2436e-02, -2.3964e-02,\n", - " 3.9917e-02, -3.8244e-02, 9.8298e-03, 2.5534e-02, -4.9707e-02,\n", - " 2.4500e-02, 1.7851e-02, -1.1556e-02, -3.3669e-03, -4.9233e-02,\n", - " -2.7483e-02, 2.7150e-02, -2.5129e-02, -5.5339e-02, -3.6421e-02,\n", - " -8.4919e-02, 4.4152e-02, 2.5176e-02, 5.0405e-02, -3.2279e-02,\n", - " 5.1725e-01, 3.1538e-01, 9.1517e-02, -7.7288e-02, -4.9325e-02,\n", - " -3.4406e-01, -4.2674e-01, -3.9943e-01, 2.6362e-01, -5.3500e-02,\n", - " -3.4239e-02, 2.7550e-01, -8.8158e-02, -1.0656e-01, 4.0385e-02,\n", - " -5.9642e-01, 4.1534e-01, -2.4191e-01, 2.4182e-01, -1.0772e-01,\n", - " -2.1232e-01, -1.9627e-01, -9.7312e-01, -5.6273e-01, -5.6076e-01,\n", - " 6.5617e-02, 6.9254e-01, 2.9777e-01, 8.4928e-01, 1.2793e-01,\n", - " -4.3920e-01, -3.8617e-01, 2.0038e-01, 1.2056e-02, -1.2885e-01,\n", - " -6.0275e-01, 1.8397e-01, -1.2694e-01, -2.1938e-01, 6.0315e-02,\n", - " 1.6924e-01, 2.8922e-02, 8.8135e-01, -5.2385e-01, 3.6702e-01,\n", - " -1.4968e-01, -2.7139e-01, 2.0185e-01, -8.5037e-01, -4.2382e-01,\n", - " -2.4636e-01, -6.7376e-01, -1.9075e-01, 2.3266e-01, 6.5202e-01,\n", - " -2.5832e-01, 2.5141e-01, 8.3373e-02, -3.6621e-01, -1.8366e-01,\n", - " 9.2316e-03, 3.5688e-01, -5.1173e-01, -3.9082e-02, 2.7961e-02,\n", - " -5.4518e-03, -1.5936e-01, 7.4766e-03, 9.2788e-02, -9.5824e-02,\n", - " -7.4753e-02, -8.9883e-02, -1.8775e-01, -2.6499e-01, 5.0678e-02,\n", - " -6.9718e-02, 1.0717e-02, 1.7259e-01, 9.3599e-02, 1.1339e-01,\n", - " -1.2010e-01, 6.8740e-02, 1.7185e-02, -3.3607e-02, -4.4961e-02,\n", - " -1.6610e-01, -9.8654e-02, -9.1762e-02, -3.5900e-01, 8.3867e-02,\n", - " 2.5942e-02, -3.1374e-01, 7.3607e-02, -2.8122e-02, -1.6737e-02,\n", - " 7.7106e-02, 3.4752e-02, 1.4944e-01, -9.4777e-02, 3.7560e-01,\n", - " 9.0495e-02, -1.7742e-02, 6.4571e-02, 7.2401e-02, 2.3713e-02,\n", - " -9.8992e-02, -2.6287e-01, 1.8729e-01, 2.5469e-02, 4.0502e-02,\n", - " -2.6387e-01, 1.4363e-01, 2.2296e-01, 3.6160e-01, -4.0661e-02,\n", - " -9.3315e-02, -1.4177e-01, -9.6329e-02, -1.1685e-01, -1.6268e-01,\n", - " -1.0495e-01, -7.6147e-02, -5.0305e-02, 1.8191e-01, 1.3517e-01,\n", - " -9.8461e-02, -1.4344e-01, 2.6707e-02, -5.7844e-03, 1.6136e-02,\n", - " 3.8577e-02, 6.7770e-03, 1.6096e-02, -1.6162e-01, -3.2251e-02,\n", - " 7.4246e-03, -3.2815e-02, -2.3777e-02, 2.0309e-02, -5.0988e-03,\n", - " 3.7856e-02, 1.2099e-02, 2.8584e-02, 7.1429e-03, 4.6537e-02,\n", - " -2.7939e-02, 2.6535e-03, 1.5291e-04, 1.6220e-03, 3.5484e-04,\n", - " -1.2698e-03, -5.1362e-03, 4.8101e-02, -5.1189e-02, -1.1553e-02,\n", - " -3.9562e-02, 1.2229e-02, 1.9334e-02, -1.8756e-02, -3.4825e-02,\n", - " 5.6503e-03, -1.0227e-02, 4.6868e-02, -5.2604e-02, -1.9529e-03,\n", - " -7.9708e-02, 6.5829e-03, 1.1274e-02, 1.3924e-02, -3.2394e-04,\n", - " 1.9719e-02, -3.0671e-02, 1.5449e-02, -7.6544e-03, -1.0178e-02,\n", - " -6.1795e-04, -4.7540e-02, 2.7070e-02, 5.0625e-03, -2.4552e-02,\n", - " 1.5775e-02, -9.4018e-03, 9.3730e-03, -2.1154e-02, 2.2448e-01,\n", - " -7.5260e-02, 1.9674e-02, 2.8595e-02, 1.2666e-01, -1.8409e-02,\n", - " -1.4414e-02, -3.2591e-02, 2.2882e-02, 6.1680e-02, 2.7876e-04,\n", - " -8.5153e-02, -1.4246e-01, -4.9553e-01, -1.8867e-03, -6.1740e-02,\n", - " -6.6917e-02, -1.7902e-02, 1.7867e-01, 7.0403e-02, 5.3641e-02,\n", - " -4.7796e-01, -4.1694e-02, 9.0810e-02, 1.0040e-01, 1.8740e-01,\n", - " 1.9844e-01, -1.9279e-01, -5.5545e-02, 6.1532e-03, -1.8530e-01,\n", - " -5.2766e-01, -4.9558e-01, -4.3685e-02, -1.5085e-02, 1.2192e-01,\n", - " -1.1756e-02, -5.9354e-02, 4.8515e-02, 1.1279e-01, -2.6360e-01,\n", - " -3.5071e-02, -1.3980e-02, -1.5387e-03, -3.5413e-03, -3.9907e-02,\n", - " -2.8938e-01, 4.3386e-02, -2.9567e-01, 1.1038e-01, 9.2879e-02,\n", - " -3.4024e-01, 1.6324e-02, -1.9134e-01, 6.8955e-02, 1.1309e-01,\n", - " 5.4174e-02, 3.5320e-02, 1.0750e-01, 2.7687e-01, 2.8393e-02,\n", - " -1.8880e-01, 2.2631e-01, -9.1082e-02, 8.3804e-03, -3.2280e-02,\n", - " 1.9409e-01, 2.3351e-01, 7.2624e-02, -7.0471e-02, 1.9323e-01,\n", - " -5.4754e-01, -1.7651e-01, 6.0117e-01, 2.0444e-01, 1.6887e-02,\n", - " -1.7484e-01, 7.7730e-02, -3.0719e-01, 2.8470e-01, -2.4057e-01,\n", - " -4.2552e-02, -1.8666e-01, 8.2095e-02, -2.3497e-01, 1.5527e-01,\n", - " -9.2018e-03, 2.2057e-02, -4.7594e-01, -8.1566e-01, 7.5547e-01,\n", - " 1.0632e-01, -8.3864e-01, 8.0297e-01, -5.3292e-03, -6.0082e-01,\n", - " -3.2864e-02, -1.2063e-01, -3.3728e-01, 1.7570e-01, -7.3240e-02,\n", - " -3.4682e-01, -3.2228e-01, -1.8842e-01, 1.8825e-01, 3.2367e-01,\n", - " -1.0805e-01, -3.3671e-01, -2.3307e-01, -2.5989e-01, 6.2850e-02,\n", - " 1.0372e-01, -3.9301e-01, 1.0514e+00, 1.5401e-01, -1.8647e-01,\n", - " 4.9909e-02, 3.5124e-02, 1.6945e-01, -2.7831e-01, 1.0684e+00,\n", - " -6.0452e-02, -1.1925e-01, -2.3353e-01, 3.1287e-01, -4.5386e-01,\n", - " -4.6662e-01, -7.0648e-01, -2.4313e-01, -6.1058e-01, 2.8846e-01,\n", - " -3.2776e-01, 1.9120e-01, -5.6931e-02, 3.1565e-01, 1.5460e-01,\n", - " -9.3033e-02, 5.4597e-01, 1.5567e-01, -2.7285e-02, -3.2044e-02,\n", - " 2.2920e-02, 8.2734e-02, -5.9834e-03, -7.3332e-02, 7.0241e-01,\n", - " -1.1788e-01, 2.1087e-02, 3.5833e-01, -3.9852e-02, -1.8313e-01,\n", - " -1.0973e-01, 6.7136e-02, -1.2771e-01, -1.1298e-01, -2.1797e-01,\n", - " 2.0707e-01, -8.0772e-03, -3.2468e-01, -1.1986e-01, -2.5774e-01,\n", - " -2.5874e-02, 8.5947e-03, 7.8453e-02, -4.3006e-02, -1.4729e-01,\n", - " 4.3664e-01, 6.8956e-02, -1.5234e-01, 4.9087e-01, 4.5011e-02,\n", - " 7.0767e-02, 2.7688e-02, -1.7070e-01, -1.3992e-01, -2.1632e-01,\n", - " -1.1516e-01, 2.5437e-01, -1.5697e-02, 9.7330e-02, 1.4378e-01,\n", - " -2.9128e-01, -9.4858e-02, 7.3918e-03, 9.6405e-02, -2.6798e-01,\n", - " 5.8345e-03, 3.8105e-01, 4.3693e-01, -1.5936e-01, 3.1014e-01,\n", - " -2.3732e-02, 2.5146e-01, -6.9307e-01, 3.4516e-01, -1.5148e-01,\n", - " 2.3852e-01, 2.5131e-01, 1.1839e-01, -7.6520e-02, 5.6796e-02,\n", - " 2.2740e-01, -6.8586e-03, 1.1995e-02, -4.7338e-02, 2.0103e-02,\n", - " -7.6994e-02, -2.9013e-02, 8.2418e-03, 8.0422e-02, -8.3503e-02,\n", - " 5.2074e-02, -4.3157e-02, -1.7998e-02, -2.9773e-02, -8.7704e-02,\n", - " 4.1017e-03, -2.6376e-02, -2.6145e-02, -1.0665e-01, 2.7705e-03,\n", - " -5.9064e-02, -3.9609e-02, 1.2494e-01, 2.3574e-02, -2.0911e-02,\n", - " 1.9897e-01, -1.0499e-01, 7.8466e-02, 5.0771e-02, 6.2194e-02,\n", - " 6.2985e-02, 3.9984e-02, -4.6588e-02, -6.1262e-02, -4.0192e-02,\n", - " -5.3037e-02, -7.7313e-02, 4.6824e-02, 2.7598e-02, -6.4732e-02,\n", - " -7.0918e-02, -6.1746e-02, -7.4184e-03, 5.1934e-02, 1.6011e-01,\n", - " 3.7397e-02, -8.2230e-03, -2.5685e-03, -1.1432e-01, -1.4145e-02,\n", - " 1.9198e-02, 1.7893e-03, -4.0012e-02, 7.2151e-02, -3.3220e-02,\n", - " -3.9576e-02, -4.0817e-03, 3.2345e-03, 3.9684e-03, -1.1273e-01,\n", - " 1.8606e-02, -2.5588e-03, 5.1042e-02, 8.8128e-02, 4.9168e-02,\n", - " -6.8063e-02, 1.4073e-02, -9.9500e-02, -1.4290e-01, -9.3147e-02,\n", - " -7.5217e-02, 8.4148e-02, 3.4342e-02, -4.8259e-02, 5.5812e-02,\n", - " -1.0971e-01, -2.8572e-02, 7.9434e-02, -4.4745e-02, 1.5693e-01,\n", - " -3.6602e-02, -1.5493e-02, 3.4104e-02, 2.0368e-01, 4.0578e-02,\n", - " -1.1849e-01, -1.7429e-01, -7.3193e-02, 5.9164e-03, 8.1119e-02,\n", - " 9.3226e-02, 1.4431e-01, 1.0619e-01, 4.8593e-04, 9.5823e-02,\n", - " 2.4659e-01, -7.0603e-02, -1.2534e-01, -7.7356e-02, 2.5577e-02,\n", - " 2.4145e-01, 1.3097e-01, -1.9513e-01, 2.5259e-02, -8.4881e-02,\n", - " 3.5848e-02, 2.9840e-01, -9.3579e-02, -3.1677e-02, 2.4896e-02,\n", - " -1.0908e-01, -2.8209e-01, -1.9974e-01, 2.3098e-02, -1.1324e-01,\n", - " 1.9289e-02, 1.5003e-01, -2.7591e-01, -6.2483e-03, 1.0658e-01,\n", - " -7.6996e-02, 8.4920e-03, -2.9820e-03, -1.4032e-01, 1.2744e-01,\n", - " -2.3254e-02, 3.5013e-02, 3.8396e-01, -4.7234e-02, -3.4301e-02,\n", - " 6.6341e-01, 6.6387e-02, 1.4546e-01, -2.3940e-01, 1.0763e+00,\n", - " -6.9414e-01, 4.6188e-01, 3.7988e-01, 4.8126e-01, -5.3142e-02,\n", - " 7.2297e-01, -7.4483e-01, 4.2585e-02, -2.6484e-01, -3.1656e-01,\n", - " 2.1765e-02, -5.7106e-01, -1.6304e-01, 3.6541e-01, -7.3599e-01,\n", - " -4.5916e-01, -4.5169e-01, 8.9293e-01, 1.5114e-02, 4.6301e-01,\n", - " 9.4393e-01, 3.2961e-01, -2.4394e-01, 1.0680e-01, 8.8579e-02,\n", - " 3.4309e-01, 1.7438e-02, 6.8438e-03, 4.1239e-01, 7.3337e-02,\n", - " 1.0671e-01, -3.4730e-01, -1.1039e-01, -3.9782e-01, 1.8350e-01,\n", - " 1.1450e-01, -5.9134e-01, 1.0044e+00, 1.9876e-02, -6.1755e-01,\n", - " -1.0018e-01, 9.6574e-02, 5.5285e-01, -5.5048e-01, -3.9156e-01,\n", - " 4.7010e-01, 5.2039e-01, 1.9557e-02, -2.2252e-01, 2.8641e-01,\n", - " -7.5915e-01, -6.9513e-02, 6.5966e-02, -3.0074e-01, -1.6357e-01,\n", - " 2.3629e-02, 4.1242e-02, 4.0894e-02, -6.7828e-03, -2.3744e-02,\n", - " 3.0827e-02, -2.0887e-02, 3.4592e-02, 3.9809e-02, 1.4730e-02,\n", - " 1.1941e-02, 5.2029e-02, -3.8518e-02, 1.7108e-02, 2.7907e-02,\n", - " 1.6488e-02, -1.1684e-03, -1.4101e-02, 2.8589e-02, 2.9665e-02,\n", - " 3.0325e-02, 8.2166e-03, 2.7454e-02, 2.8607e-03, 5.2948e-02,\n", - " -6.7410e-03, -4.1444e-03, -4.5906e-03, -3.0016e-02, -3.9101e-03,\n", - " -2.7200e-02, 2.4937e-02, -4.3848e-02, 6.1882e-03, 2.5957e-02,\n", - " -2.1802e-02, 3.6864e-02, -8.4708e-04, 1.3786e-04, -2.7332e-03,\n", - " -5.6039e-02, -2.7593e-02, -4.1676e-03, -1.1120e-02, -5.0939e-03,\n", - " -1.1879e-01, 2.3142e-02, 1.4584e-02, 1.2228e-03, 9.3503e-04,\n", - " -4.6743e-03, 1.3130e-01, -2.2952e-02, 5.3496e-02, -2.3156e-02,\n", - " -2.1183e-02, 6.5988e-03, 4.6882e-03, 3.9598e-02, -2.5615e-01,\n", - " 1.9471e-02, -5.7348e-05, -1.6107e-01, -2.3666e-03, 6.1859e-02,\n", - " 5.2104e-02, 1.1598e-01, -6.9523e-03, 2.6113e-02, 1.8232e-03,\n", - " -3.7961e-02, -2.5008e-01, -3.0902e-02, 2.9389e-02, 4.5719e-02,\n", - " -3.8667e-02, 3.8771e-02, -7.0226e-02, 1.4924e-01, 1.7715e-01,\n", - " -3.2035e-02, -4.0235e-02, -3.7918e-02, -4.8772e-02, 5.3331e-02,\n", - " -2.9140e-01, -1.1118e-01, 1.3034e-02, 1.0191e-01, -2.4598e-02,\n", - " 3.4927e-02, 2.8932e-02, -5.8911e-02, -8.0538e-02, 1.9185e-02,\n", - " -8.9750e-03, -4.6281e-02, 7.3386e-02, -4.7614e-02, -4.3294e-02,\n", - " -4.9458e-01, 4.3920e-02, -9.7529e-02, 5.1268e-02, -2.0372e-01,\n", - " -5.4626e-02, -1.1206e-02, 2.0399e-02, 5.9959e-02, -1.4725e-02,\n", - " 1.6513e-01, 1.2975e-01, -5.0578e-02, -9.2773e-02, 1.0862e-02,\n", - " -4.3261e-01, -6.4384e-02, -7.1346e-02, -1.1462e-02, 3.6257e-02,\n", - " -1.5810e-02, 9.4803e-03, -1.1244e-02, -1.3266e-01, -3.8921e-02,\n", - " -2.6781e-01, 4.4253e-03, -9.8164e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.9300e-03, 8.5589e-03, 6.7078e-03, -5.2475e-03, -1.7074e-04,\n", - " 5.0674e-03, 4.1815e-03, 1.8580e-03, -1.0160e-03, 1.1964e-03,\n", - " 2.7083e-04, -2.4458e-04, -5.4050e-04, -2.5650e-03, -4.7394e-03,\n", - " 4.8531e-04, -1.8098e-02, 4.8317e-03, -4.4570e-03, -5.3863e-03,\n", - " 3.1918e-03, 1.9480e-03, 4.9041e-03, 7.7739e-03, 2.8508e-03,\n", - " -1.3875e-03, 1.9202e-03, -1.5556e-02, -1.5886e-03, 1.2212e-02,\n", - " -1.1864e-02, 2.5167e-04, -5.7444e-03, 4.7266e-03, 4.8462e-03,\n", - " -3.6997e-03, 1.6192e-03, -1.2002e-02, -1.1027e-02, -9.1347e-03,\n", - " 1.5765e-03, 4.0555e-03, 3.5739e-04, -1.6339e-03, 1.0962e-02,\n", - " -8.4997e-03, -2.8029e-03, -3.4114e-03, -8.8147e-05, 6.0323e-03,\n", - " 6.8531e-03, -4.1245e-03, 4.4613e-03, 8.4199e-03, -3.1771e-03,\n", - " 1.6702e-03, 3.4850e-05, -7.3424e-03, -1.5101e-03, -4.7782e-03,\n", - " 9.2995e-03, -4.0258e-03, 6.3561e-04, -6.4632e-03, -2.0197e-03,\n", - " -9.8148e-04, -1.2540e-02, -7.2752e-03, 1.4507e-03, 1.2296e-04,\n", - " -2.4770e-03, -6.0837e-03, 5.7567e-03, 1.4083e-03, 3.1109e-04,\n", - " -7.3145e-03, -5.0330e-03, -1.2406e-03, 6.2154e-03, -4.2917e-03,\n", - " 2.1385e-03, 6.0483e-03, 1.5663e-04, -8.1126e-03, 2.5341e-04,\n", - " 1.2467e-03, -3.5925e-04, 3.3632e-03, 2.0393e-03, 7.3646e-03,\n", - " 2.1375e-03, -2.7026e-03, -4.4974e-03, 7.0134e-03, 1.1709e-02,\n", - " 3.3522e-03, 1.0950e-02, 3.8271e-03, -4.0832e-04, 1.7266e-03,\n", - " 4.3481e-03, -9.0409e-03, -9.4867e-04, -7.6617e-03, -6.6592e-03,\n", - " -6.1604e-03, 1.4187e-03, 2.6609e-03, -1.7144e-03, 3.7914e-03,\n", - " 3.0868e-03, 5.0570e-03, 8.5467e-03, -9.9423e-03, -2.0796e-03,\n", - " -3.2258e-04, 4.1050e-03, 2.7862e-03, 1.2309e-02, -7.2912e-03,\n", - " 5.8101e-03, -5.7256e-03, -1.5843e-02, 8.8699e-03, 7.5747e-04,\n", - " -6.7110e-03, -5.5266e-05, 6.6545e-03, 7.0998e-04, -2.3847e-03,\n", - " -3.4828e-03, 9.0933e-03, -3.4571e-03, 1.0093e-03, -1.5860e-03,\n", - " -3.0404e-03, 6.4610e-04, 3.7303e-03, -8.0115e-03, -2.7465e-03,\n", - " -8.7046e-04, 1.2836e-04, -4.4670e-03, 3.0893e-03, 1.3451e-04,\n", - " -7.2371e-03, 4.6840e-03, -4.0207e-04, 5.1145e-03, -2.1060e-04,\n", - " 1.0095e-02, 8.6286e-03, -6.7095e-03, 2.5879e-03, -2.8491e-04,\n", - " 8.5179e-03, 1.1921e-03, 9.9142e-04, 4.6654e-04, 5.1127e-03,\n", - " 6.8374e-03, 3.5552e-04, -1.8421e-03, 4.5094e-03, -1.5912e-03,\n", - " -7.3022e-03, 7.6686e-04, 6.0547e-03, 1.0770e-03, -4.5268e-03,\n", - " 1.1596e-03, 1.6065e-05, 8.2845e-04, -2.2180e-03, -6.7698e-03,\n", - " -5.1597e-03, -3.8464e-03, -2.9985e-03, -3.5815e-03, 1.8866e-03,\n", - " 3.5590e-03, 1.6332e-04, 6.9980e-03, 1.9937e-03, 1.8188e-03,\n", - " -1.4298e-02, -2.1265e-03, 1.1429e-02, 1.9449e-05, -2.9942e-04,\n", - " -9.0682e-04, 5.7061e-03, 8.6897e-03, -1.2316e-02, 9.2947e-03,\n", - " 8.1251e-03, 7.0416e-03, 1.7093e-02, 1.4056e-02, -4.1692e-03,\n", - " -1.2083e-03, -6.5084e-03, 8.4934e-04, -1.2930e-02, -6.5551e-04,\n", - " -9.5311e-03, -4.2694e-03, -4.9882e-03, 8.3678e-03, -1.0326e-02,\n", - " 2.7191e-03, 3.6803e-03, 5.4991e-03, -2.8498e-03, -9.1039e-03,\n", - " -3.6083e-03, 1.2725e-02, 5.0432e-03, 4.9373e-03, 8.4427e-04,\n", - " 4.8043e-03, -7.2875e-03, -1.1513e-03, 1.4376e-02, -1.9139e-02,\n", - " -5.7019e-03, 1.2708e-02, -1.8130e-03, -1.4101e-03, 8.7945e-03,\n", - " 1.8720e-03, 1.9557e-02, -1.8691e-03, 5.2001e-03, 1.4023e-02,\n", - " 3.9722e-03, 8.8082e-04, -1.2820e-02, 1.4084e-03, 1.5000e-02,\n", - " 2.5960e-03, -1.5960e-02, -9.8676e-03, 1.1860e-03, -2.2861e-03,\n", - " 1.2104e-03, 1.1771e-02, -1.9730e-03, -1.1499e-02, -1.3481e-02,\n", - " -1.4296e-02, -2.5724e-04, -4.5529e-03, -3.7688e-03, -5.7932e-03,\n", - " 7.7856e-03, -3.8337e-03, -1.9320e-03, 6.8045e-03, -4.4586e-03,\n", - " 1.6528e-03, 3.7164e-03, -1.5865e-02, -5.3465e-03, 3.9016e-04,\n", - " -1.2832e-03, 1.4900e-04, 1.5609e-03, 1.0342e-03, 5.5661e-04,\n", - " 2.0919e-04, -1.2588e-03, 1.7375e-02, 8.1706e-03, -6.6738e-04,\n", - " 1.0252e-02, -8.8026e-03, 1.3686e-03, 8.6173e-04, -9.1880e-03,\n", - " 4.0729e-04, -7.5691e-03, 5.0836e-06, -1.6615e-03, -5.0922e-03,\n", - " -7.5183e-03, -3.7821e-03, -9.2778e-04, 6.7328e-03, -4.3813e-03,\n", - " -1.0221e-03, -1.2368e-02, -1.0867e-02, 5.5248e-03, 4.5581e-03,\n", - " -1.0131e-02, -1.6451e-04, -6.0702e-03, 1.8299e-03, 2.7157e-03,\n", - " -6.8185e-04, 4.8931e-03, 1.4355e-02, 5.9589e-03, -1.6657e-03,\n", - " -8.5590e-03, -2.3917e-03, 2.6150e-03, -3.4086e-03, 3.6453e-03,\n", - " -4.2691e-04, -3.9505e-03, 2.1323e-03, 5.6997e-03, 9.1721e-04,\n", - " 1.9600e-04, 1.0139e-03, -6.3644e-03, 7.4493e-03, -8.3878e-04,\n", - " 1.6466e-03, 6.4495e-03, -7.1808e-03, 9.9231e-04, -9.3418e-03,\n", - " 4.9754e-03, -4.9856e-04, -5.6552e-04, -7.2044e-03, 1.5831e-03,\n", - " 4.8036e-03, -3.9309e-03, 3.7005e-03, -7.0703e-03, 3.9998e-03,\n", - " -1.0022e-03, -1.6003e-03, -2.9830e-03, -6.9749e-04, 2.6021e-03,\n", - " 7.6296e-03, -3.1171e-03, 7.4728e-04, -1.4076e-03, -3.7539e-03,\n", - " 3.1295e-03, -3.0072e-03, -4.0572e-04, -3.8275e-03, 8.0638e-03,\n", - " 1.0790e-03, -8.0044e-03, -5.9716e-03, -4.9287e-04, 5.2971e-03,\n", - " -3.4904e-03, 5.0437e-03, -6.7597e-03, 5.2795e-03, -6.2792e-04,\n", - " 1.5572e-03, -1.0748e-02, 8.6681e-03, 5.2530e-03, -7.9259e-04,\n", - " 4.1247e-03, 5.7562e-03, 1.6704e-03, 1.8165e-03, 1.0173e-02,\n", - " -1.2128e-02, -5.2427e-03, 2.0409e-03, -7.1521e-03, -1.9720e-03,\n", - " 3.4334e-04, 2.2246e-03, 4.6589e-03, -9.2280e-03, 4.1184e-03,\n", - " 5.7624e-03, 4.5186e-03, 1.1339e-02, 2.3686e-03, -2.6594e-03,\n", - " -3.5295e-03, 3.1483e-03, -2.2285e-03, 1.7733e-03, 6.0390e-03,\n", - " -4.5070e-03, -6.6122e-04, 2.6287e-04, -4.0881e-03, -2.6016e-03,\n", - " -1.5992e-03, 1.2946e-02, -5.1533e-03, 1.7519e-03, 8.5993e-03,\n", - " -1.3457e-03, 5.4211e-03, 6.8997e-03, -1.5737e-03, 4.3691e-03,\n", - " 4.4413e-03, -5.0651e-03, -3.0544e-03, -3.7347e-04, -4.5827e-03,\n", - " -8.3630e-04, -2.5575e-03, -4.9778e-03, 9.3016e-03, -4.1158e-03,\n", - " 5.2344e-03, -3.3605e-03, -6.4183e-03, -3.1329e-03, -4.4335e-03,\n", - " 6.0293e-03, -7.9370e-03, -2.2736e-03, -1.2955e-03, 2.2187e-03,\n", - " -2.2986e-03, 6.5840e-03, -4.0940e-03, -1.4016e-03, 2.6759e-03,\n", - " -3.1392e-03, 4.8249e-03, -1.8981e-03, 2.0993e-04, -4.8740e-03,\n", - " 1.3249e-04, 7.8641e-04, 3.4153e-03, 2.8487e-03, -6.0631e-04,\n", - " 4.5089e-03, 1.1371e-03, -4.7340e-03, -9.1283e-03, -2.4335e-03,\n", - " -6.6363e-03, -3.6126e-03, -3.6649e-03, 4.0616e-03, 6.0948e-03,\n", - " 1.0095e-02, 2.2510e-03, 4.5820e-03, -3.5534e-03, 1.2988e-03,\n", - " 2.6603e-03, 5.1994e-03, -2.5577e-03, -3.2454e-03, 5.5617e-03,\n", - " 3.7364e-03, -2.2635e-03, -4.7702e-03, -5.4390e-04, -3.6517e-03,\n", - " 4.2101e-03, 1.0642e-03, 7.9035e-03, -1.1293e-03, -2.7839e-03,\n", - " -5.6322e-03, 2.6490e-04, 2.1525e-03, 1.4891e-03, 1.0607e-02,\n", - " -4.4227e-03, -4.2261e-03, -1.6154e-02, -1.4040e-03, 6.5024e-03,\n", - " 5.5152e-03, -7.0980e-03, 2.2842e-04, -5.2333e-03, 5.5853e-03,\n", - " -1.3156e-03, 4.0778e-03, -8.5845e-03, 3.2263e-04, -4.0613e-03,\n", - " 1.0848e-02, 4.0395e-03, 3.0994e-03, -7.1049e-04, 6.6042e-03,\n", - " 2.1754e-03, -1.1331e-02, -1.4605e-02, 1.1207e-03, 9.2770e-03,\n", - " -7.9655e-03, 6.8227e-03, -3.4564e-03, -6.8266e-03, -1.1763e-02,\n", - " 1.1995e-02, -8.9833e-03, 3.5921e-03, 2.0283e-03, 8.9450e-03,\n", - " 1.5300e-03, 2.6868e-03, 3.9229e-03, -1.8556e-03, -2.2035e-02,\n", - " -1.6732e-02, 1.1018e-02, 9.4328e-04, -2.9249e-03, 2.7719e-03,\n", - " 1.0992e-02, -4.4166e-03, -3.0738e-03, 9.1286e-03, -1.9481e-03,\n", - " -2.2179e-03, 1.8511e-03, 9.2610e-04, -1.4791e-02, -5.8868e-03,\n", - " -7.4093e-04, 6.3656e-03, -6.6316e-03, -1.0364e-02, 2.5863e-03,\n", - " -5.8151e-03, 2.9192e-03, -6.3398e-03, -1.9645e-03, -6.9300e-03,\n", - " 1.4866e-02, -2.5841e-03, 1.9477e-02, 4.8696e-03, 9.5582e-03,\n", - " 1.2214e-02, 7.4713e-03, 2.3840e-03, 5.1540e-03, -6.9205e-03,\n", - " 1.1135e-02, 4.5974e-03, -7.1432e-03, -3.0160e-03, 8.3152e-03,\n", - " -1.4420e-02, 2.9595e-03, -6.3967e-03, 4.0334e-03, -4.9541e-03,\n", - " -4.3201e-03, -1.8934e-03, -2.1565e-02, -7.3732e-03, -3.3527e-03,\n", - " 1.7263e-03, 4.6471e-03, -7.3171e-03, -3.7515e-03, 6.9501e-03,\n", - " -6.6552e-03, 2.2093e-04, -5.7853e-03, -7.0962e-03, 6.4529e-03,\n", - " -7.6430e-03, 6.5924e-03, -2.4543e-03, -6.7676e-04, -4.4349e-03,\n", - " 1.4539e-02, 3.5131e-04, 1.6586e-03, 4.4028e-03, 3.2808e-03,\n", - " 6.9976e-03, -7.2592e-03, -6.4432e-03, 1.4150e-03, -7.7481e-03,\n", - " 1.2922e-03, -1.5928e-03, -5.0782e-03, 1.7602e-04, -5.5456e-03,\n", - " 1.5327e-03, -9.5769e-03, 2.9619e-03, 7.6047e-03, -4.6032e-03,\n", - " -4.4523e-03, -5.2178e-03, 1.4846e-02, 9.7620e-04, 2.3608e-03,\n", - " -1.4634e-03, -2.4513e-03, 6.4284e-03, -1.6828e-03, -2.5102e-03,\n", - " 1.2151e-03, 4.3027e-03, 2.0908e-03, 1.5445e-04, -8.4323e-03,\n", - " 7.4257e-03, -2.8628e-03, 4.7550e-03, -2.9127e-03, 4.9662e-03,\n", - " -6.3313e-03, -1.0529e-02, 7.6072e-03, -7.6190e-03, -1.0754e-02,\n", - " 6.8550e-03, 5.7422e-03, 3.1198e-05, -7.7430e-03, -8.1641e-03,\n", - " 3.9294e-03, -7.4940e-04, -5.8984e-04, -6.9939e-03, -1.9477e-03,\n", - " -7.3148e-03, 4.0242e-03, -4.6901e-04, 3.6592e-03, -5.9084e-03,\n", - " 5.7921e-03, 2.3480e-02, -1.1452e-02, -1.0659e-02, 3.8100e-03,\n", - " -1.2034e-02, -9.7815e-03, -1.7632e-02, -3.3302e-03, 1.6782e-03,\n", - " 7.0468e-03, -4.0884e-03, 7.5114e-03, 1.3719e-02, 5.8457e-03,\n", - " -4.6209e-03, -1.0341e-03, -2.8693e-03, -5.3472e-03, 6.6903e-03,\n", - " 7.2242e-03, 7.0865e-03, -1.2820e-03, 1.7918e-02, -8.8557e-03,\n", - " 4.6244e-03, 4.7741e-03, 9.4395e-04, 1.2661e-03, 1.6341e-02,\n", - " 1.0434e-02, 1.3533e-02, 2.1026e-03, 1.8231e-03, -3.7463e-03,\n", - " 1.5056e-03, 1.2786e-02, -1.2236e-02, 1.1722e-02, -5.6654e-03,\n", - " -1.0062e-02, 1.6478e-03, -5.7537e-03, 5.5735e-03, 3.6610e-03,\n", - " -3.2811e-03, -8.9671e-03, 9.4958e-03, 8.1540e-04, -1.0753e-02,\n", - " 8.1474e-03, -2.3672e-03, 1.2399e-02, -1.0714e-02, -2.3229e-03,\n", - " 4.1645e-03, 8.7689e-03, -1.8756e-03, -3.3093e-03, -1.0230e-02,\n", - " 1.1990e-02, -4.9874e-03, -1.1005e-02, -4.6603e-04, 2.9095e-03,\n", - " -2.4737e-03, 1.0091e-03, -3.5922e-03, -3.8659e-03, 9.9002e-03,\n", - " 1.6129e-04, 1.8465e-03, -4.1638e-03, 2.2505e-03, -1.7540e-03,\n", - " 7.1755e-03, -1.4535e-03, 1.2793e-04, 1.0095e-03, 7.5493e-03,\n", - " -4.2152e-03, -4.7085e-03, 2.0163e-03, 3.1765e-03, 5.4303e-03,\n", - " 4.1548e-03, -2.3893e-03, -1.6012e-03, -1.9725e-03, -5.7064e-03,\n", - " 7.5328e-04, 2.3737e-03, 1.1296e-03, 2.1506e-03, -1.9043e-04,\n", - " -7.1720e-05, -3.3824e-03, -1.1684e-03, -4.7213e-03, -1.2236e-02,\n", - " -6.1418e-04, 2.1929e-03, 1.6242e-03, 3.5141e-03, -3.0162e-03,\n", - " 1.4377e-03, 2.2871e-03, -3.4077e-03, -5.0907e-03, -1.6790e-03,\n", - " -7.6882e-03, 5.4499e-03, 2.6872e-03, 2.1042e-03, 5.8136e-03,\n", - " -7.7307e-03, 2.9835e-03, -2.8981e-03, -1.0854e-03, 5.6781e-03,\n", - " -1.1336e-03, 5.1574e-03, 9.9243e-03, -1.0162e-02, -1.6332e-03,\n", - " -2.0570e-03, -2.1694e-03, 4.1583e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.3350e-02, -1.2241e-02, -5.1834e-03, -2.3253e-03, 1.4861e-03,\n", - " 2.4383e-02, -4.7029e-03, 6.1049e-03, 1.6735e-02, -2.8792e-02,\n", - " -1.6313e-02, -3.6831e-02, 6.2654e-04, 3.4270e-03, 1.6318e-03,\n", - " -4.7612e-03, -3.6793e-03, -1.4869e-02, -1.9048e-02, -5.8014e-03,\n", - " -1.2619e-02, 5.6017e-03, -5.6833e-03, -5.0335e-03, -6.2400e-03,\n", - " 3.1298e-03, -1.5889e-02, -2.4703e-03, -3.7229e-03, -6.2011e-05,\n", - " -2.4154e-02, -8.4109e-03, -1.9645e-02, 1.0948e-02, -2.9129e-03,\n", - " 1.0527e-02, 1.1648e-02, -1.1574e-02, 4.0845e-03, 1.2072e-02,\n", - " 2.0569e-03, 2.8987e-03, 2.9153e-02, -3.9385e-04, 2.3153e-02,\n", - " -9.0909e-04, 4.7908e-03, 3.4791e-03, 1.1528e-02, 5.4078e-03,\n", - " -8.7105e-03, -1.1281e-02, -2.9433e-03, 4.6126e-03, -9.6811e-03,\n", - " -8.9111e-03, 3.1745e-03, -2.2809e-02, -8.3955e-03, -1.2113e-02,\n", - " -1.1042e-02, -2.8629e-03, 5.8608e-03, 2.0203e-02, 2.6668e-04,\n", - " 1.9300e-02, -1.1342e-03, -2.2901e-02, -6.4364e-02, -3.3167e-04,\n", - " -2.8583e-02, 1.5488e-04, 9.3850e-03, 1.6857e-02, -5.6285e-02,\n", - " 1.1561e-02, 6.7098e-03, -3.8285e-02, 2.4469e-02, 5.0906e-04,\n", - " -1.3732e-02, -3.2334e-02, -5.6922e-03, -9.0804e-03, -2.1825e-03,\n", - " 7.3159e-03, -1.7027e-02, 1.0637e-02, -1.9983e-02, -1.3757e-02,\n", - " 2.3911e-02, 1.8017e-03, 4.4301e-03, -3.0852e-04, -3.3880e-03,\n", - " 1.3912e-03, 2.8033e-02, 1.1536e-02, 9.2376e-04, -2.7181e-02,\n", - " 1.7142e-02, -1.7371e-02, 9.5090e-03, 6.5369e-04, 1.1548e-02,\n", - " 3.7717e-02, 4.0399e-02, 1.6682e-02, -4.0748e-02, 4.7523e-03,\n", - " -2.4130e-03, 1.5916e-02, -1.4287e-03, -3.4652e-02, -1.2213e-02,\n", - " -3.7741e-02, -3.3402e-02, 2.4532e-02, -1.0940e-02, -8.0124e-03,\n", - " -1.4722e-02, 1.7045e-02, -1.7671e-02, -2.1977e-02, 2.0841e-03,\n", - " 9.9653e-03, 2.3066e-03, -1.2506e-02, 3.1778e-02, -9.0424e-03,\n", - " -2.9688e-02, 1.7219e-02, -3.6268e-02, 3.3124e-02, -1.9548e-02,\n", - " -1.4086e-02, 4.6025e-04, 4.3928e-03, 2.7029e-02, -1.1392e-02,\n", - " -6.4204e-03, -2.2280e-02, 6.3656e-04, 3.3273e-03, -1.3519e-02,\n", - " 3.0293e-02, -1.4113e-03, 2.2032e-02, 1.7443e-02, 9.8677e-03,\n", - " 1.4074e-02, 1.9211e-02, -4.0963e-03, -4.5703e-03, 3.9457e-03,\n", - " -2.7532e-03, 4.1846e-02, -7.6351e-03, 7.2277e-04, -3.0766e-02,\n", - " -1.0882e-02, -1.5692e-02, 1.4736e-02, -1.6786e-02, 4.0584e-03,\n", - " -4.6403e-03, -2.2499e-02, 3.1056e-02, 2.2250e-02, -2.0192e-02,\n", - " 6.5615e-03, 1.8398e-02, 5.5014e-03, -8.5460e-03, 8.8002e-03,\n", - " 1.7165e-02, 1.2593e-02, 2.3666e-03, -2.8021e-02, 3.7259e-03,\n", - " 1.2558e-02, 1.0195e-02, 2.2687e-02, 3.8066e-03, -3.1303e-02,\n", - " -2.0709e-02, 5.7161e-03, 2.0312e-02, -1.5804e-02, 1.9810e-02,\n", - " -2.4154e-03, -2.0503e-02, 1.7852e-02, -2.5597e-02, 9.0242e-04,\n", - " -3.3668e-02, -3.6108e-03, 4.2357e-04, -3.4844e-03, -2.9928e-02,\n", - " 3.3270e-03, -3.8828e-02, -3.4625e-03, -1.0708e-02, 5.3690e-02,\n", - " -1.1361e-02, 1.3236e-02, -5.9697e-03, 2.3299e-02, -2.2907e-03,\n", - " -1.1507e-02, -1.5089e-02, 2.3709e-03, 3.6263e-03, -2.1374e-03,\n", - " 8.8470e-03, -2.3885e-02, -5.0407e-03, -4.2979e-02, -4.9424e-03,\n", - " 1.1059e-02, -2.1954e-02, 3.4234e-03, -1.9271e-02, -1.3620e-02,\n", - " 4.3213e-03, 1.5615e-02, 1.3805e-03, 5.1108e-02, -9.8081e-03,\n", - " -9.4055e-03, 7.5806e-03, -1.2106e-02, 1.8464e-02, 6.3217e-03,\n", - " 1.2373e-03, 6.1405e-02, -2.4513e-03, -1.6544e-03, -2.1221e-02,\n", - " 3.2381e-03, -1.2077e-02, -1.1435e-02, -1.1793e-02, 2.4057e-04,\n", - " -1.7033e-02, 1.0072e-02, -1.1155e-02, 5.4494e-02, 1.2625e-02,\n", - " 4.2714e-03, -5.5552e-03, 5.1022e-02, -6.3836e-03, 1.1153e-02,\n", - " 8.4355e-03, -1.2189e-02, 1.0992e-02, -9.7256e-04, -2.2125e-04,\n", - " -2.4779e-02, 4.4409e-02, 1.2747e-02, 1.6033e-03, -2.0174e-02,\n", - " -7.9164e-03, -7.6956e-04, -2.8494e-02, -1.0824e-02, -2.1369e-03,\n", - " -1.9371e-02, 1.3256e-02, 2.7234e-02, -1.6288e-02, 3.3539e-02,\n", - " 6.6427e-03, 2.3452e-03, 2.1147e-02, -3.7630e-02, -2.3931e-02,\n", - " -2.6740e-02, 9.9008e-04, -2.7346e-02, -2.3854e-02, 8.1214e-03,\n", - " 1.0071e-02, 1.8965e-02, -3.5950e-02, -7.5781e-03, -8.6459e-03,\n", - " -1.8457e-02, 9.8906e-03, -2.4546e-02, 2.2530e-02, 4.9579e-03,\n", - " 3.5609e-03, -4.3660e-03, 3.9109e-03, -2.6452e-03, 1.5502e-02,\n", - " -1.0225e-02, -2.8940e-02, -3.3159e-02, 3.8494e-03, -8.6620e-03,\n", - " -8.2316e-03, -2.6441e-02, -2.1966e-02, 2.0637e-03, 2.9648e-02,\n", - " 1.2465e-02, -1.1413e-02, 3.5648e-03, 1.7074e-02, 5.8724e-03,\n", - " 3.3044e-03, 3.3953e-02, 3.3598e-03, -2.3500e-02, -3.7845e-02,\n", - " -7.3611e-03, -1.1997e-02, 5.1268e-03, -4.8742e-03, -4.6476e-03,\n", - " 4.1273e-03, 1.4692e-03, 2.2300e-02, -6.4788e-03, 3.5085e-02,\n", - " -1.1673e-02, 2.7537e-02, 2.2329e-02, -7.8740e-03, 2.7090e-02,\n", - " 3.8967e-02, -6.5245e-03, -2.5078e-02, -5.4266e-02, -7.2810e-03,\n", - " 2.2777e-02, -4.1299e-02, -2.3387e-02, -3.6107e-03, -1.0980e-02,\n", - " -1.7981e-03, -4.0899e-03, 3.2738e-02, 3.7847e-03, -3.9175e-03,\n", - " 1.4053e-02, 2.2559e-02, 5.4679e-03, 1.4589e-02, -8.9432e-03,\n", - " 5.9774e-03, -3.9494e-02, 3.7443e-02, -1.5772e-02, -4.9468e-02,\n", - " -4.0126e-02, 3.6735e-02, -3.1785e-02, 7.3212e-03, 3.5100e-02,\n", - " 3.5659e-02, -5.3211e-03, -1.4792e-02, -2.4156e-02, 4.7360e-02,\n", - " -6.0169e-03, 4.6755e-02, 1.6771e-02, 1.8297e-02, -3.0379e-02,\n", - " -3.2600e-03, -1.6084e-02, -3.2488e-02, 1.1818e-02, 6.6291e-03,\n", - " -3.5752e-02, -1.4779e-02, 2.8962e-02, 2.3775e-02, -3.3525e-03,\n", - " 3.5023e-02, 2.0849e-02, 4.6085e-03, 1.2365e-02, -1.0929e-02,\n", - " 1.3178e-02, 1.4053e-02, -8.0204e-03, -2.1090e-02, -6.8489e-04,\n", - " -5.3866e-04, -2.7979e-02, 1.1940e-02, 4.5396e-03, -1.4660e-02,\n", - " 7.4962e-03, -1.0116e-02, 1.9435e-02, 1.9432e-02, -1.3252e-02,\n", - " 9.2515e-03, -1.5563e-03, -1.5905e-02, -4.1010e-03, -5.9906e-03,\n", - " 1.0174e-02, 2.2275e-02, -2.6958e-03, 1.8835e-02, 3.9279e-03,\n", - " -2.0716e-03, -1.5407e-02, 2.1015e-03, 2.7672e-02, 6.2282e-03,\n", - " -3.3398e-02, -1.8011e-02, 5.2867e-03, -1.4992e-03, 7.9753e-03,\n", - " 1.6238e-02, 3.2268e-02, -1.0238e-02, 6.3883e-03, -3.7444e-02,\n", - " 7.4858e-03, -2.5848e-02, 8.0738e-03, -2.1964e-03, 7.1654e-03,\n", - " -1.1526e-02, 9.9002e-03, -1.3438e-02, -1.0952e-02, -3.8715e-03,\n", - " 1.2619e-02, -1.3798e-02, 1.7650e-02, -3.3050e-03, 1.0870e-02,\n", - " 3.4690e-03, 2.6517e-02, 8.8734e-03, 1.9271e-02, 7.3693e-04,\n", - " 4.1614e-03, -2.5147e-03, 3.9508e-02, -4.7983e-03, -5.4129e-04,\n", - " 5.4280e-03, -1.1971e-02, 8.5920e-03, -1.2053e-02, 1.9232e-02,\n", - " -7.3664e-05, -1.7381e-02, 7.5337e-03, 2.4862e-02, 2.9259e-03,\n", - " 1.2019e-03, -9.8528e-03, 1.6792e-02, -2.6678e-03, -1.5878e-02,\n", - " -2.1041e-02, -6.3805e-03, -6.9587e-03, -2.1100e-02, -1.0129e-04,\n", - " -5.4150e-03, -7.0084e-03, -9.3394e-03, -7.5228e-03, 8.7705e-03,\n", - " 6.0878e-03, -1.9423e-04, 1.9369e-03, -1.2755e-02, 1.2534e-02,\n", - " -1.1064e-03, -3.3061e-03, -1.1506e-02, 2.5097e-02, -4.4739e-03,\n", - " 8.2340e-03, 3.8356e-03, -1.0637e-02, 1.0431e-02, -7.6940e-03,\n", - " 3.4094e-02, -1.9006e-02, -1.4190e-02, -9.4534e-03, 1.5433e-02,\n", - " 2.2639e-02, -8.4075e-03, 4.1798e-03, -2.7385e-03, -1.4367e-02,\n", - " 8.3901e-04, -1.5439e-02, 4.2996e-03, -1.2589e-02, -2.4563e-02,\n", - " -6.3441e-03, 1.9945e-02, -5.8661e-03, -1.5402e-03, -2.0664e-02,\n", - " 3.9834e-02, -3.1669e-02, -1.9658e-02, -1.1395e-02, 2.0143e-02,\n", - " 3.2890e-03, -1.3892e-02, -1.0237e-02, -2.6989e-03, 2.5444e-02,\n", - " -1.8715e-02, -8.0069e-03, 1.4096e-02, -1.5161e-02, 3.0440e-02,\n", - " -3.0488e-04, -2.3883e-02, 7.0899e-03, 4.7084e-03, 2.2949e-02,\n", - " 8.6598e-03, 4.1352e-04, 2.6105e-02, 9.0844e-03, 1.3375e-02,\n", - " -7.4720e-03, 7.3067e-03, -1.3735e-02, 2.7024e-02, -1.7361e-02,\n", - " 1.8375e-03, 1.1599e-02, -1.1105e-02, 3.7823e-03, -9.2205e-03,\n", - " 4.6223e-02, -1.9127e-02, 1.9189e-02, 1.0097e-02, -3.3858e-03,\n", - " -1.0670e-02, 5.7493e-03, 3.8072e-02, 6.9636e-03, 5.7692e-03,\n", - " 1.8001e-02, 7.4425e-03, 1.7608e-02, 9.7360e-03, -2.7646e-02,\n", - " -2.2686e-03, 2.9473e-02, -3.3328e-02, -1.2251e-02, -1.1919e-02,\n", - " -5.6746e-02, 1.7907e-03, -4.4066e-03, -7.9811e-03, 1.1460e-02,\n", - " -5.3590e-03, 1.7584e-02, 1.5756e-02, -1.1133e-02, 3.1208e-01,\n", - " -2.4096e-02, 2.8343e-02, -3.0667e-02, -4.8228e-03, -1.6304e-02,\n", - " -1.9903e-02, -4.8650e-03, 2.0380e-02, -2.1612e-02, 9.0872e-03,\n", - " -3.1869e-02, -9.8240e-03, -7.4756e-03, 2.6078e-02, 1.0598e-02,\n", - " 1.2212e-04, 4.0564e-02, -4.1712e-03, 4.2271e-02, -4.7329e-03,\n", - " -2.3388e-03, -8.0900e-03, -5.5501e-03, -4.7973e-02, 3.3132e-02,\n", - " -1.7225e-02, -3.2194e-02, 2.7837e-02, 2.6286e-02, -1.6921e-02,\n", - " 2.7160e-02, 2.0210e-02, 6.0572e-03, -2.5566e-02, -1.9623e-02,\n", - " -6.1731e-02, -8.2240e-03, 1.0292e-01, -1.8236e-03, -1.0839e-02,\n", - " -3.0355e-02, 2.5934e-02, -5.8327e-03, 8.0007e-02, 2.7361e-03,\n", - " -5.9362e-02, -1.9896e-02, 1.7799e-03, 5.1742e-02, -1.7130e-02,\n", - " -5.8778e-03, -5.7954e-03, -6.4293e-04, 1.6602e-03, -2.0990e-03,\n", - " 6.0152e-03, 4.4852e-03, 1.7768e-02, 4.4185e-02, -7.0068e-03,\n", - " 6.1747e-02, 3.7667e-03, 3.3048e-02, -5.7623e-02, 5.1362e-02,\n", - " 5.7330e-02, 8.5334e-03, 9.9657e-03, -7.3546e-02, 3.5630e-03,\n", - " -6.1687e-02, 6.6658e-03, -4.8955e-02, 5.3323e-02, -3.5615e-02,\n", - " 9.5301e-02, 4.8338e-02, 6.3920e-03, 2.8649e-01, 1.7050e-02,\n", - " -5.9446e-03, 1.8573e-02, 4.7815e-02, -1.8460e-02, -2.9367e-02,\n", - " 1.4993e-02, 1.7570e-02, 2.4561e-02, -3.2951e-02, 1.3119e-02,\n", - " 5.0560e-02, 2.0162e-02, -2.7622e-02, 2.5742e-02, 2.8182e-02,\n", - " 1.2996e-02, -4.2638e-02, -7.5663e-03, 3.5703e-02, -6.0723e-02,\n", - " 2.1300e-02, 3.4943e-02, -6.2974e-04, -3.7361e-02, 5.2900e-02,\n", - " -6.1594e-02, 3.2781e-02, -2.0503e-01, -2.5231e-02, -1.0963e-03,\n", - " 1.2461e-02, 5.9430e-02, 8.4552e-03, 2.7990e-02, 4.2736e-02,\n", - " -1.2145e-02, 9.0404e-02, 3.8170e-03, -2.7388e-02, -3.7823e-02,\n", - " -1.2776e-02, -4.0615e-02, -7.6104e-02, 1.8005e-02, 4.7835e-02,\n", - " 3.8667e-02, -4.6616e-03, 7.9669e-03, -1.3632e-02, -1.3153e-02,\n", - " -8.3480e-03, 1.6806e-02, 2.2840e-03, -7.7260e-02, 1.1119e-02,\n", - " 1.9525e-02, -8.9720e-03, -2.6748e-02, 1.0277e-02, 3.2629e-02,\n", - " 4.8386e-04, 2.5005e-02, -8.8469e-03, 1.1591e-04, 2.8634e-02,\n", - " 9.2881e-04, -3.1760e-04, 4.3160e-02, 5.9586e-02, 1.2318e-02,\n", - " 5.0292e-03, 1.9436e-02, 3.6148e-02, -1.9931e-02, 1.8233e-02,\n", - " 1.7020e-02, -4.1668e-02, -6.2599e-03, -2.9462e-02, -1.9060e-02,\n", - " 1.9530e-02, 2.2143e-02, -2.4947e-02, -1.1921e-02, 4.1980e-02,\n", - " -3.8685e-02, -1.6653e-02, -2.3361e-02, 1.9460e-02, 2.4227e-03,\n", - " -1.1087e-02, -1.9763e-02, 6.8009e-03, -3.4660e-02, -4.3289e-02,\n", - " 2.7568e-02, -1.1938e-02, 2.6142e-02, 3.4023e-02, -2.6506e-02,\n", - " -1.2851e-02, 4.0560e-02, -1.3137e-03, 8.5345e-03, 5.7082e-02,\n", - " 2.4541e-02, -2.3473e-03, -1.3259e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.0892e-02, 1.4581e-02, 5.2178e-02, 3.2427e-02, 9.0755e-03,\n", - " 1.7235e-02, 2.0646e-02, -6.7698e-02, 3.2617e-02, 6.3936e-02,\n", - " -2.9528e-02, -6.8492e-02, -6.2344e-02, -1.7486e-02, -5.9062e-02,\n", - " -2.5247e-02, 5.6301e-02, 6.8733e-02, 1.0162e-02, -2.7728e-03,\n", - " -2.0946e-02, -1.8208e-03, -2.1162e-02, -4.0140e-04, 3.5422e-02,\n", - " -5.5056e-02, -2.2358e-02, -1.0222e-01, 1.3521e-01, 1.6311e-02,\n", - " -2.8985e-02, 8.1744e-04, -1.9793e-02, -3.8421e-02, 5.3359e-02,\n", - " 4.7995e-02, 3.3254e-02, -8.5054e-02, 1.7392e-02, 5.2654e-02,\n", - " -3.2327e-02, -5.7849e-02, 1.4949e-02, -1.4949e-02, -6.5015e-02,\n", - " 4.0730e-02, 9.1089e-04, 5.0172e-02, 2.3568e-02, 5.1360e-02,\n", - " 3.4443e-02, -5.7045e-02, -3.5161e-02, 7.8529e-02, -1.3442e-02,\n", - " -3.6983e-02, -1.4802e-03, -1.1268e-01, -1.1230e-01, -9.6571e-02,\n", - " -7.7426e-02, 5.1586e-02, -3.9240e-02, -1.5870e-03, 1.1021e-02,\n", - " 2.7221e-02, -2.7394e-02, 7.7830e-02, -7.5311e-02, 4.6090e-02,\n", - " 4.1387e-02, 5.0997e-02, -7.1214e-03, 6.9350e-02, -1.3009e-02,\n", - " 8.3123e-02, -1.1354e-01, -2.7026e-02, 1.3274e-02, -6.6857e-02,\n", - " -5.7783e-03, -1.5848e-02, 2.7606e-02, -2.0850e-02, 4.1069e-02,\n", - " 9.5667e-02, -2.0576e-02, 5.0873e-02, 8.3961e-03, -1.2340e-01,\n", - " 7.9257e-02, -3.2330e-02, -4.6895e-02, -5.3333e-02, -3.0789e-02,\n", - " 8.2158e-02, 7.2134e-02, 1.5064e-02, -5.7358e-02, -2.5067e-02,\n", - " -1.8453e-02, -9.2287e-03, 8.1361e-02, 2.8929e-02, 9.3228e-02,\n", - " -2.8824e-04, -2.8693e-03, 1.8632e-03, -5.6384e-02, 1.1106e-01,\n", - " -3.0974e-02, -3.2911e-02, -5.1712e-04, -4.1277e-02, 7.0639e-02,\n", - " -9.0394e-03, -6.7880e-02, -1.3179e-02, -1.0409e-01, 9.2444e-02,\n", - " -1.2056e-01, -1.2725e-01, 7.3052e-02, -4.2166e-02, 7.7886e-02,\n", - " 4.5971e-02, -6.5357e-02, -5.2375e-02, -7.9467e-02, 6.0088e-03,\n", - " -3.2759e-02, -2.9180e-02, 2.9531e-02, 3.3492e-02, 1.9331e-02,\n", - " 5.2533e-03, -2.0435e-02, -1.0799e-01, -2.3617e-02, 1.3732e-01,\n", - " 4.9843e-02, -5.9347e-02, -1.2239e-02, 9.1236e-02, 3.9073e-02,\n", - " -5.0441e-03, 7.5347e-03, -4.2826e-02, -2.5074e-02, -3.0532e-02,\n", - " 1.4856e-03, -5.0177e-02, 8.0562e-02, -4.2207e-02, -2.8751e-02,\n", - " 3.3561e-02, -4.8978e-02, 1.0547e-02, 9.3902e-03, -1.9776e-02,\n", - " -5.9157e-02, 5.9073e-02, 7.4639e-02, 6.3760e-02, 5.2904e-02,\n", - " 1.7901e-02, 2.5094e-02, 1.3242e-02, -5.6727e-02, -2.9134e-02,\n", - " 4.4717e-02, 6.9400e-02, -1.0351e-02, -4.7245e-02, -1.3407e-02,\n", - " 3.5892e-02, 1.9198e-02, 2.3338e-02, -2.2931e-02, -5.8357e-02,\n", - " 5.8553e-02, -1.2811e-03, -2.0910e-03, 1.4439e-02, -2.7511e-02,\n", - " 7.6866e-02, -6.3143e-02, -4.8660e-02, 5.5004e-02, -1.1831e-02,\n", - " -2.6315e-02, -6.6688e-03, 2.2683e-02, -1.8516e-02, 6.5799e-02,\n", - " 1.8756e-02, 1.8666e-03, -2.0149e-03, 4.3476e-03, -1.5934e-01,\n", - " 3.5778e-02, 8.7093e-02, 3.2087e-02, 6.0228e-02, 1.0112e-01,\n", - " -5.2062e-02, 2.7203e-02, -3.5474e-02, -5.5620e-02, 3.0349e-02,\n", - " 1.1250e-01, 3.0037e-02, -5.1676e-02, -7.3373e-03, -6.5133e-02,\n", - " 6.0811e-02, 7.1677e-04, 3.6659e-02, 3.1376e-03, -2.9379e-02,\n", - " -5.5007e-02, 3.8681e-03, -6.3766e-02, 3.3072e-03, 4.5808e-02,\n", - " -3.2994e-02, 1.8079e-02, 5.8690e-02, -1.3152e-02, 7.5456e-02,\n", - " -2.2464e-02, 1.3650e-02, 1.6386e-02, -7.0047e-02, -1.7981e-02,\n", - " -9.0752e-04, -4.2863e-02, 2.1620e-03, -1.2388e-02, -7.9525e-02,\n", - " -7.3754e-02, -4.6685e-02, 5.9819e-02, -5.7041e-02, 9.1596e-02,\n", - " 9.1880e-02, 1.6060e-02, -3.1605e-02, -4.2121e-02, -6.0814e-03,\n", - " 7.3915e-02, -2.8001e-02, 5.3165e-02, -7.3249e-02, -1.7641e-02,\n", - " 5.6498e-02, 7.0367e-02, 2.4056e-02, -3.8064e-02, -1.4537e-01,\n", - " -5.2005e-02, -8.4566e-02, 1.4764e-02, 7.3969e-02, -9.6559e-02,\n", - " 2.6615e-02, 1.4318e-02, -1.0139e-02, -2.9510e-02, -4.9098e-02,\n", - " -3.9822e-02, -7.7730e-03, -4.1342e-02, 4.5577e-02, -6.7131e-03,\n", - " 1.4507e-02, 2.3011e-02, 5.7859e-02, -1.9657e-02, -5.1393e-02,\n", - " 6.0033e-02, -5.2804e-02, 2.4703e-02, 1.3052e-01, 5.4510e-02,\n", - " 5.2455e-02, -2.7487e-02, 6.8886e-02, 5.9078e-02, -1.1941e-01,\n", - " 5.0630e-02, -1.9179e-02, -2.5573e-03, 2.8877e-03, 1.9306e-02,\n", - " 1.2447e-02, 2.6892e-02, -6.4421e-03, 5.4110e-02, -3.7954e-02,\n", - " -8.2794e-02, -1.6445e-02, 5.4632e-02, -3.2233e-02, -3.4849e-02,\n", - " 2.3452e-03, -4.0024e-02, -7.1535e-02, 1.6524e-01, -4.6903e-02,\n", - " 2.4021e-02, -2.4586e-02, 3.1408e-02, -3.8794e-02, -1.8283e-02,\n", - " 4.2810e-02, 5.2866e-02, 1.4086e-02, 6.4905e-02, -7.7743e-02,\n", - " 6.2260e-03, 2.1117e-02, -4.5459e-03, -4.8708e-03, -3.7715e-02,\n", - " 4.7391e-02, -1.0938e-01, -6.5166e-02, 4.5260e-02, -9.5262e-02,\n", - " 9.7321e-02, 5.9654e-02, 8.8644e-02, -3.2164e-02, -1.2933e-02,\n", - " -2.9637e-02, 9.3893e-02, 4.0554e-02, -1.0622e-02, -5.7201e-02,\n", - " 4.2969e-03, 7.0861e-03, -9.6170e-02, 3.7326e-02, 3.3799e-02,\n", - " -5.9956e-02, -2.9817e-02, -2.8683e-02, 9.9239e-02, 5.3635e-02,\n", - " 3.9613e-02, -5.9194e-02, -4.4001e-02, -2.9719e-02, -3.5824e-02,\n", - " -3.0731e-02, -4.2629e-03, 1.2197e-02, 6.2746e-02, 8.1705e-02,\n", - " -7.2084e-02, 3.4645e-02, -3.8355e-02, -2.8130e-04, -2.6216e-02,\n", - " -5.1130e-03, 1.3602e-02, -5.0607e-02, -1.7180e-02, 3.7643e-02,\n", - " 2.1187e-02, -4.5912e-02, 4.5527e-02, -1.2564e-02, 6.1764e-02,\n", - " 2.4257e-03, 6.4579e-02, 7.0490e-02, 7.2041e-02, -5.5656e-02,\n", - " -3.8987e-02, -6.8683e-02, 2.9099e-02, 7.3828e-02, 3.8526e-02,\n", - " 1.6351e-03, -1.6925e-02, 4.2856e-02, 1.0524e-01, -7.8026e-02,\n", - " -1.2301e-02, 5.7765e-03, -1.3900e-02, 5.2729e-02, 7.8067e-02,\n", - " -2.7313e-02, 3.9033e-02, -3.2429e-04, 5.0410e-02, 2.3798e-02,\n", - " -7.5117e-02, 4.4745e-02, 2.5193e-03, -5.6575e-02, 4.9092e-03,\n", - " 8.8590e-02, 7.6156e-02, -1.0246e-02, -5.4952e-03, 5.9665e-02,\n", - " -1.6523e-03, 2.7249e-02, 2.5833e-02, 5.0859e-03, -3.9611e-02,\n", - " -7.5411e-02, -3.1980e-02, -5.9673e-02, -5.1215e-02, 1.3116e-02,\n", - " 4.3019e-02, 2.8778e-02, 2.9528e-02, 1.0651e-01, 6.5098e-03,\n", - " -8.2781e-03, 3.4962e-02, 8.1117e-02, 5.7154e-02, 7.2445e-02,\n", - " -3.3766e-02, -9.1045e-03, 1.8320e-02, -8.2018e-02, 5.8345e-02,\n", - " 2.1936e-02, -6.4909e-02, 1.8683e-02, -5.8835e-02, 6.0066e-02,\n", - " -4.2750e-02, -1.5680e-02, -1.6467e-02, -9.0445e-02, -6.7726e-02,\n", - " -1.1713e-02, 3.0684e-02, 1.5820e-01, 1.9098e-02, 7.6610e-02,\n", - " -2.4732e-02, -1.5154e-02, -1.5696e-02, 2.2714e-03, 6.1276e-02,\n", - " -1.4627e-02, 1.7204e-02, 3.3882e-03, -3.7080e-03, -2.4509e-02,\n", - " -5.3459e-02, 2.3667e-02, -3.8822e-02, -4.6559e-02, -6.4898e-02,\n", - " 3.5302e-02, 1.5338e-02, -3.2683e-02, -2.6005e-02, 1.3505e-01,\n", - " 1.9067e-03, 2.2332e-02, 1.7037e-02, -2.0748e-02, 6.2439e-02,\n", - " -3.1304e-02, -2.6837e-03, -7.9760e-03, 2.6613e-02, -8.0957e-02,\n", - " -5.7677e-02, 2.4708e-02, -3.9664e-02, -3.4810e-02, 1.3357e-02,\n", - " 1.9606e-02, 1.3373e-02, 1.4712e-02, -9.2969e-02, -2.6608e-02,\n", - " -5.3597e-02, -2.2018e-02, 3.7111e-02, 4.9822e-02, 3.3201e-02,\n", - " 3.9872e-02, 6.1973e-02, -8.2073e-03, -7.9960e-02, 6.4323e-02,\n", - " -2.3556e-03, -7.1839e-03, 9.2693e-02, 9.5977e-02, 1.0704e-01,\n", - " 4.9037e-02, 7.5860e-03, 6.7053e-02, 6.6983e-02, -2.8582e-03,\n", - " 8.9961e-02, 4.0942e-02, 2.3129e-02, 1.0699e-02, 1.4260e-02,\n", - " -4.4503e-02, 2.5924e-02, -4.0943e-02, -1.3068e-02, -3.0376e-03,\n", - " 5.5619e-04, 5.9614e-02, 1.3245e-01, -3.7176e-02, 2.3497e-02,\n", - " -4.7790e-02, -3.7709e-02, 7.1525e-02, -5.2302e-02, 3.5674e-03,\n", - " 7.6931e-02, -8.2258e-02, -8.1030e-02, 1.8713e-02, 1.0855e-01,\n", - " -3.6092e-02, 9.0499e-03, -3.5563e-02, 2.9656e-02, 4.4297e-02,\n", - " 5.8723e-02, -1.0365e-02, -5.9076e-03, -2.3744e-02, 6.6937e-02,\n", - " -6.2524e-02, -8.5992e-02, -1.9669e-02, -1.0131e-01, 3.5852e-02,\n", - " -4.3871e-02, -5.5250e-02, 1.2461e-02, -3.0062e-02, -3.1245e-02,\n", - " 2.8605e-02, -2.3917e-02, -8.1261e-02, 1.7011e-02, 2.6904e-03,\n", - " -2.9471e-04, 4.4519e-02, -4.7425e-02, -1.8492e-02, -4.2875e-02,\n", - " -9.2438e-03, 1.8411e-02, -6.9932e-02, -3.3733e-02, 5.4822e-02,\n", - " 1.4044e-01, -1.0477e-01, -3.1525e-02, 6.8818e-03, 4.5576e-02,\n", - " 7.7821e-02, -2.8519e-02, 2.3382e-02, 2.9528e-03, -1.9813e-02,\n", - " 4.5057e-02, -1.9628e-02, -7.7812e-02, -6.3258e-03, -6.5136e-03,\n", - " -8.7933e-02, -1.2530e-02, 6.2591e-02, 9.4201e-02, -1.3093e-01,\n", - " -6.2649e-02, -1.2104e-01, 5.3931e-02, 1.1604e-01, 1.8564e-03,\n", - " -4.7559e-02, -2.1847e-02, -6.6490e-02, -6.1510e-02, 4.1458e-02,\n", - " -4.9599e-02, -3.9659e-02, -6.2780e-02, -8.4143e-03, -4.1884e-02,\n", - " -2.0940e-02, 1.0105e-01, 1.7882e-02, 2.9150e-02, -4.0877e-02,\n", - " 8.3482e-02, -2.7060e-02, 3.5187e-02, 4.1169e-02, 2.0740e-03,\n", - " 1.8161e-02, -3.1213e-02, 4.6555e-02, -7.9089e-02, 3.2327e-02,\n", - " -7.3387e-02, -5.6379e-02, 3.5156e-02, -1.1243e-02, 2.8098e-02,\n", - " 3.1412e-02, -3.4645e-02, 1.1851e-01, -5.5234e-02, 4.6259e-02,\n", - " 2.8351e-02, -5.9274e-03, 3.7936e-02, -1.1003e-02, 2.9300e-02,\n", - " 1.9918e-02, 3.4457e-02, 3.1025e-02, -9.9828e-02, -4.9896e-02,\n", - " -5.4747e-02, -5.8652e-02, 3.5006e-02, 7.4691e-02, -7.5890e-02,\n", - " 1.1201e-01, 3.6170e-02, -4.1594e-02, 1.5267e-02, 6.0655e-02,\n", - " -9.1602e-03, -6.9869e-02, 6.4298e-02, -6.5510e-02, -1.7300e-02,\n", - " -1.5735e-02, 1.0415e-01, -1.0910e-02, -5.1661e-02, 6.2106e-02,\n", - " -3.9600e-02, -1.2046e-01, -1.9290e-02, 1.3820e-02, -3.4411e-02,\n", - " 6.9219e-02, 6.3657e-02, -5.5638e-02, 3.5550e-02, -2.7452e-02,\n", - " -6.1564e-02, -3.3839e-02, -1.1769e-02, -1.1679e-02, -1.6722e-02,\n", - " -7.1706e-02, -6.5493e-02, -3.8774e-02, -3.5779e-02, -1.1088e-02,\n", - " 6.3480e-02, 5.5690e-03, -4.1589e-02, -9.5483e-03, -2.5484e-02,\n", - " -2.3603e-02, -3.1703e-02, -3.7608e-02, -1.0983e-01, 6.1890e-02,\n", - " 4.0341e-02, 4.6595e-02, 1.3212e-02, -1.6557e-02, 1.5432e-02,\n", - " -6.6244e-02, 2.0731e-02, 4.1107e-02, -1.4365e-03, -1.4386e-01,\n", - " -3.3741e-02, -1.2296e-02, 1.8228e-02, -5.6243e-02, -4.5491e-02,\n", - " 2.7531e-02, 5.5782e-02, 9.1378e-02, -9.8210e-02, -9.5262e-02,\n", - " 3.3941e-02, 5.0438e-02, 6.0573e-02, 1.9269e-02, 1.0136e-01,\n", - " 1.7447e-02, 1.5591e-01, 1.0359e-02, -3.8702e-02, -1.8036e-02,\n", - " -4.9068e-02, -7.4784e-03, -1.6350e-05, 3.6517e-02, -3.1697e-03,\n", - " 2.3160e-02, 8.5653e-02, 3.6728e-02, -5.4213e-02, -9.1739e-03,\n", - " -8.6926e-03, -5.3458e-03, -1.8571e-03, -5.0580e-03, -4.9067e-02,\n", - " 3.6895e-02, -7.1525e-03, -5.3874e-02, 5.9427e-02, -5.6298e-02,\n", - " -1.3438e-02, 1.0379e-02, -1.9125e-02, 1.8766e-02, -6.2316e-02,\n", - " -1.1205e-02, -6.9145e-02, 1.0397e-02, 2.0669e-02, 7.5851e-02,\n", - " 2.6743e-03, -3.1027e-02, 5.2728e-02, 8.3897e-03, -3.6187e-02,\n", - " 4.7871e-02, 5.6607e-02, 3.5422e-02, -9.7401e-03, -5.5995e-03,\n", - " -8.6591e-02, 2.7362e-02, -1.5700e-02, -7.7986e-02, 4.0447e-03,\n", - " 3.6552e-02, -8.8953e-02, -1.3180e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8516, 0.8139, 0.8367, 0.7804, 0.8809, 0.8266, 0.8254, 0.8704, 0.8311,\n", - " 0.8326, 0.8139, 0.8068, 0.7919, 0.8126, 0.8157, 0.8379, 0.8228, 0.8021,\n", - " 0.8737, 0.8193, 0.8451, 0.8182, 0.8029, 0.8129, 0.7986, 0.8149, 0.8223,\n", - " 0.8579, 0.8327, 0.8090, 0.8529, 0.8110, 0.8050, 0.8320, 0.8345, 0.7915,\n", - " 0.8518, 0.8148, 0.8619, 0.8186, 0.8246, 0.8251, 0.8375, 0.8504, 0.8012,\n", - " 0.8117, 1.1885, 0.8286, 0.8332, 0.8408, 0.8715, 0.8231, 0.8083, 0.8043,\n", - " 0.8448, 0.8442, 0.8043, 0.8106, 0.7972, 0.8112, 0.8506, 0.8161, 0.7982,\n", - " 0.8390, 0.8310, 0.8446, 0.8066, 0.8471, 0.8720, 0.8347, 0.8236, 0.8442,\n", - " 0.8164, 0.8162, 0.8356, 0.8548, 0.8220, 0.8554, 0.8124, 0.8086, 0.8203,\n", - " 0.8478, 0.8427, 0.8122, 0.7985, 0.7930, 0.8720, 0.7804, 0.8037, 0.8763,\n", - " 0.8309, 0.8152, 0.8255, 0.8356, 0.8150, 0.8157, 0.8542, 0.8154, 0.8086,\n", - " 0.8437, 0.8366, 0.8480, 0.8255, 0.8181, 0.8310, 0.7936, 0.7778, 0.8487,\n", - " 0.8150, 0.8810, 0.8325, 0.8273, 0.8007, 0.8074, 0.7856, 0.7914, 0.8108,\n", - " 0.8064, 0.8252, 0.7947, 0.8152, 0.8136, 0.8196, 2.1988, 0.7953, 0.8158,\n", - " 0.8449, 0.8231, 0.8200, 0.8187, 0.8287, 0.8035, 0.7919, 0.8154, 0.8176,\n", - " 0.8215, 0.8216, 0.8111, 0.8236, 0.8094, 0.8398, 0.8436, 0.8508, 0.9312,\n", - " 0.8243, 0.7902, 0.8260, 0.8784, 0.8314, 0.8245, 0.8200, 0.8517, 0.8160,\n", - " 0.8384, 0.8111, 0.8152, 0.8347, 0.8506, 0.8516, 0.8480, 0.8463, 0.8275,\n", - " 0.8108, 0.8466, 0.8684, 0.8373, 0.8337, 0.8474, 0.8418, 0.8237, 0.8073,\n", - " 0.8386, 0.8017, 0.8128, 0.8366, 0.7916, 0.8101, 0.8203, 0.8014, 0.8276,\n", - " 2.2593, 0.8438, 0.7983, 0.8251, 0.8337, 0.8015, 0.8900, 0.8267, 0.8513,\n", - " 0.7960, 0.8199, 0.8095, 0.8462, 0.8228, 0.8278, 0.8558, 0.8596, 0.7976,\n", - " 0.8492, 0.7893, 0.8185, 0.7881, 0.7980, 0.8282, 0.8181, 1.3081, 0.7967,\n", - " 0.7993, 0.8166, 0.8408, 0.8113, 0.8258, 0.8352, 0.8712, 0.8399, 0.7994,\n", - " 0.8216, 0.8576, 0.8240, 0.8173, 0.8217, 0.8454, 0.8357, 0.8063, 0.8231,\n", - " 1.5342, 0.8137, 0.8222, 0.8210, 0.9655, 0.8404, 0.8097, 0.8240, 0.8170,\n", - " 0.8348, 0.8265, 0.8302, 0.8378, 0.8204, 0.8553, 0.7878, 0.8218, 0.8350,\n", - " 0.8566, 0.8354, 0.8035, 0.8040, 0.8193, 0.8325, 0.7953, 0.8337, 0.8443,\n", - " 0.8021, 0.8238, 0.8603, 0.8051, 0.7853, 0.8646, 0.7991, 0.8277, 0.8433,\n", - " 0.8164, 0.7853, 0.8163, 0.8234, 0.8473, 0.8588, 0.8047, 0.8205, 0.8385,\n", - " 0.8216, 0.8512, 0.8250, 0.8227, 0.8381, 0.8374, 0.7989, 0.8114, 0.8323,\n", - " 0.8334, 0.8393, 0.8753, 0.8273, 0.8021, 0.8497, 0.7771, 0.8626, 0.8884,\n", - " 0.8147, 0.8230, 0.8180, 0.8737, 0.8015, 0.8688, 0.8634, 0.8222, 0.8147,\n", - " 0.7858, 0.8370, 0.7966, 0.8638, 0.8275, 0.8445, 0.7997, 0.8477, 0.8180,\n", - " 0.8131, 0.8466, 0.5300, 0.7921, 0.8668, 0.8326, 0.8596, 0.8008, 0.8337,\n", - " 0.7762, 0.8375, 0.8009, 0.8420, 0.7761, 0.8216, 0.8668, 0.8108, 0.8748,\n", - " 0.8364, 0.8154, 0.7936, 0.9133, 0.8168, 0.8020, 0.8219, 0.7865, 0.8064,\n", - " 0.8714, 0.8580, 0.8162, 0.8419, 0.8091, 0.8386, 0.8272, 0.8200, 0.8527,\n", - " 0.8080, 0.8012, 0.7897, 0.8253, 0.8327, 0.8740, 0.8075, 0.8821, 0.8000,\n", - " 0.8234, 0.8885, 0.7922, 0.8337, 0.8499, 0.8347, 0.8196, 0.8143, 0.8178,\n", - " 0.8547, 0.8037, 0.8078, 0.8129, 0.8160, 0.8777, 0.8296, 0.8319, 0.8401,\n", - " 0.7785, 0.8852, 0.8079, 0.8408, 0.8573, 0.9176, 0.8365, 0.8049, 0.8349,\n", - " 0.8222, 0.8514, 0.8362, 3.1994, 0.8310, 0.8773, 0.8864, 0.8246, 0.8234,\n", - " 0.8371, 0.8331, 0.8531, 0.8445, 0.8116, 0.8156, 0.8169, 0.8032, 0.8072,\n", - " 0.8374, 0.8342, 0.8453, 0.8442, 0.8173, 0.8155, 0.8378, 0.8092, 0.8058,\n", - " 0.8317, 0.7968, 0.8162, 0.8266, 0.8346, 0.8269, 0.8537, 0.8465, 0.7964,\n", - " 0.8174, 0.7943, 0.7900, 0.8370, 0.7915, 0.8274, 0.8434, 0.8009, 0.8588,\n", - " 0.8175, 0.8153, 0.8234, 0.8027, 0.7989, 0.8172, 0.8170, 0.8407, 0.8841,\n", - " 0.8255, 0.8080, 0.8183, 0.8504, 0.8317, 0.8106, 0.8048, 0.8322, 0.8469,\n", - " 0.8296, 0.8161, 0.8067, 0.8128, 0.9662, 0.8350, 0.8515, 0.8332, 0.8418,\n", - " 0.8191, 0.8680, 0.8824, 0.8296, 0.8565, 0.8265, 0.7991, 0.8029, 0.8814,\n", - " 0.8646, 0.8364, 0.8145, 0.8410, 0.8604, 0.8705, 0.7852, 0.8511, 0.8877,\n", - " 0.8133, 0.8167, 0.9911, 0.8181, 0.8459, 0.8313, 0.7976, 0.8256, 0.7844,\n", - " 0.8758, 0.8412, 0.8192, 0.8440, 0.7821, 0.7770, 0.8157, 0.8390, 0.8312,\n", - " 0.8428, 0.8897, 0.8142, 0.8153, 0.8233, 0.8222, 0.8055, 0.8962, 0.8279,\n", - " 0.8096, 0.7981, 0.8129, 0.8920, 0.8296, 0.8829, 0.8344, 0.8296, 0.8655,\n", - " 0.7928, 0.8444, 0.8144, 0.8047, 0.8177, 0.8316, 0.8234, 0.8078, 0.8300,\n", - " 0.8294, 0.8389, 0.8289, 0.8332, 0.8000, 0.8540, 0.8194, 0.8425, 0.8334,\n", - " 0.8388, 0.8237, 0.8154, 0.8075, 1.5364, 0.8095, 0.8266, 0.7928, 0.8374,\n", - " 0.7862, 0.8404, 0.8142, 0.8454, 0.8615, 0.8225, 0.8244, 0.8117, 0.8681,\n", - " 0.8166, 0.8321, 0.8287, 0.8350, 0.8878, 0.8556, 0.8362, 0.8222, 0.8547,\n", - " 0.8017, 0.8317, 0.8326, 0.8374, 0.8742, 0.8102, 0.8213, 0.8039, 0.8718,\n", - " 0.8637, 0.8106, 0.8033, 0.7914, 0.8150, 0.8669, 0.8319, 0.8549, 0.8010,\n", - " 0.8615, 0.8012, 0.8388, 0.8147, 0.8004, 0.8225, 0.8036, 0.8079, 0.8040,\n", - " 0.8066, 0.8645, 0.8635, 0.8290, 0.8484, 0.8457, 0.8401, 0.8158, 0.8141,\n", - " 0.8270, 0.8721, 0.8536, 0.8339, 0.8179, 0.8317, 0.8162, 0.8355, 0.8383,\n", - " 0.7929, 0.8359, 0.8111, 0.8062, 0.8061, 0.8139, 0.7818, 0.8455, 0.8310,\n", - " 0.8546, 0.8446, 0.8277, 0.8750, 0.7991, 0.8450, 0.7979, 0.8168, 0.8426,\n", - " 0.8186, 0.7913, 0.8123, 0.8163, 0.8479, 0.8612, 0.8139, 0.8641, 0.8820,\n", - " 0.8241, 0.8044, 0.8284, 0.8351, 0.8440, 0.8401, 0.8465, 0.7994, 0.8624,\n", - " 0.8297, 0.7926, 0.8416, 0.8594, 0.8046, 0.8307, 0.8443, 0.8361, 0.7991,\n", - " 0.8373, 0.8148, 0.8511, 0.8440, 0.8393, 0.8328, 0.8824, 0.8366, 0.8598,\n", - " 0.8273, 0.8226, 0.8240, 0.8333, 0.8207, 0.7816, 0.8238, 0.8272, 0.8575,\n", - " 0.8498, 0.8221, 0.8422, 0.8259, 0.8493, 0.8334, 0.8514, 0.8092, 0.8383,\n", - " 0.8381, 0.8798, 0.8294, 0.8112, 0.8698, 0.8403, 0.8144, 0.8294, 0.8296,\n", - " 0.8507, 0.8324, 0.8246, 0.8201, 0.8782, 0.8429, 0.8603, 0.8141, 0.8261,\n", - " 0.8285, 0.8405, 0.8011, 0.8276, 0.8736, 0.8315, 0.8129, 0.8327, 0.8386,\n", - " 0.8210, 0.8268, 0.8239, 0.8434, 0.8195, 0.8146, 0.8368, 0.8611, 0.8269,\n", - " 0.8236, 0.8026, 0.8456, 0.8388, 0.8736, 0.9052, 0.8264, 0.8228, 0.8041,\n", - " 0.8032, 0.8736, 0.7961, 0.8114, 0.8553, 0.9220, 0.8062, 0.8310, 0.8195,\n", - " 2.2278, 0.8226, 0.8401, 0.8217, 0.8251, 0.8460, 0.8280, 0.8745, 0.8515,\n", - " 0.8174, 0.7941, 0.8202, 0.8214, 0.8997, 0.8288, 0.8202, 0.8498, 0.8283,\n", - " 0.8155, 0.8155, 0.8343, 0.8463, 0.8305, 0.8457, 0.8121, 0.8282, 0.8091,\n", - " 0.8278, 0.8238, 0.8573, 0.8414, 0.8250, 0.8370, 0.8395, 0.8216, 0.8565,\n", - " 1.0024, 0.8248, 0.8308, 0.8249, 0.8481, 0.7920, 0.8152, 0.8485, 0.8238,\n", - " 0.8056, 0.8108, 0.8425], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.0986e-01, -4.3323e-02, 2.6039e-02, -6.2369e-02, 1.4469e-01,\n", - " 2.3894e-02, 8.5148e-03, 1.4266e-01, -1.0833e-01, -2.4890e-02,\n", - " 9.4963e-03, 4.1846e-02, -1.2760e-01, 6.9555e-02, -7.1048e-02,\n", - " 1.3593e-01, 5.3569e-02, -6.0933e-03, -1.6118e-02, -3.3533e-02,\n", - " 7.2184e-02, -2.3410e-02, -2.8510e-03, 5.5217e-02, -8.6453e-02,\n", - " 6.9857e-02, 3.2686e-02, -6.1245e-02, -7.7870e-02, 3.0835e-02,\n", - " 1.2870e-01, 3.8405e-02, -4.6480e-02, -6.3926e-02, -7.3934e-02,\n", - " -8.2546e-02, -1.8265e-02, 5.9811e-02, -9.6765e-02, -1.3181e-01,\n", - " -1.0285e-01, -1.4961e-01, 1.4476e-02, 1.3553e-01, 5.3121e-02,\n", - " -8.5382e-02, -3.9924e-02, -9.4157e-02, -1.5067e-02, -7.8801e-02,\n", - " -3.4228e-01, 3.4178e-02, -7.2961e-02, -6.9763e-02, 1.4378e-01,\n", - " 6.5267e-02, -1.1072e-01, 1.9447e-02, -4.5457e-02, -1.2777e-01,\n", - " -2.0564e-03, 3.3590e-02, -4.5370e-02, -1.2036e-01, 4.5831e-02,\n", - " 8.6247e-02, 3.3824e-02, 9.5974e-02, -2.5458e-01, -4.9390e-02,\n", - " -1.4536e-01, 4.9588e-02, 2.2120e-02, -7.0260e-02, 1.3164e-02,\n", - " -1.6465e-01, -8.2084e-02, 6.4286e-02, 1.6903e-02, 3.3468e-02,\n", - " -9.5631e-03, 4.3854e-02, -6.4052e-02, 1.0266e-01, -3.3576e-02,\n", - " -1.0900e-01, -8.6243e-03, 1.3397e-02, 3.6529e-02, 2.3307e-01,\n", - " -1.4428e-01, -4.8490e-02, -3.1271e-02, -5.4141e-02, -2.4304e-02,\n", - " -1.0987e-01, 1.4673e-01, -9.2204e-02, -1.8399e-02, -9.1738e-02,\n", - " 1.5773e-02, -9.6264e-02, 5.0307e-03, -1.6426e-02, -8.9977e-02,\n", - " 3.2157e-02, -3.2686e-02, -7.7668e-02, -1.3247e-02, -4.3428e-02,\n", - " -5.8969e-02, 7.2364e-02, 1.8438e-02, -9.3603e-02, -4.2916e-02,\n", - " -4.3911e-02, 1.1861e-02, -7.4816e-02, -1.1364e-01, -4.7971e-03,\n", - " 6.2905e-03, -5.6361e-02, 7.5789e-02, 7.6594e-01, -1.1893e-01,\n", - " -7.8478e-02, -1.1712e-01, 3.9348e-02, -7.5822e-02, 5.4312e-03,\n", - " 5.8176e-02, 6.4310e-02, 3.0069e-02, -6.3156e-02, -8.0370e-02,\n", - " -6.2562e-02, -5.1549e-02, -7.0859e-03, -7.0210e-02, -1.5485e-02,\n", - " -7.1645e-02, 5.2737e-03, 1.7610e-03, 1.3995e-01, -2.1642e-02,\n", - " -6.3398e-04, 7.1803e-03, -2.5995e-01, -8.1443e-02, -5.0951e-02,\n", - " -4.2187e-03, 3.2522e-02, -1.4275e-01, -1.5201e-01, -8.1764e-02,\n", - " 1.5360e-02, 6.0379e-02, 1.0348e-01, 5.9798e-02, -4.7835e-02,\n", - " 2.3904e-02, -1.0125e-01, -6.1234e-02, -4.0206e-02, 1.8066e-01,\n", - " -1.6602e-02, -5.2931e-02, 2.6196e-02, -1.2571e-01, 6.1788e-03,\n", - " -1.0078e-02, -4.8021e-02, 1.8180e-01, 2.6755e-03, 6.9794e-02,\n", - " -6.1887e-02, 2.9740e-02, 1.5290e-02, 5.7968e-02, 1.7624e-01,\n", - " -4.6810e-01, 1.0850e-01, -1.7701e-02, 1.3952e-02, -2.3574e-02,\n", - " -1.1344e-02, 1.7689e-01, -1.9464e-02, 3.5528e-02, 5.0650e-02,\n", - " -1.0216e-01, 5.9138e-02, 6.1453e-02, -4.9731e-02, -1.7462e-02,\n", - " 5.3093e-02, -1.1973e-01, -4.3167e-02, 7.7277e-03, 6.1520e-02,\n", - " -6.4361e-03, 3.3494e-02, 6.8797e-02, -6.8644e-02, -1.2263e-01,\n", - " 3.6359e-01, -2.7784e-03, 4.2856e-02, -1.4364e-02, 3.3354e-02,\n", - " -7.1967e-02, -1.3416e-02, 3.3289e-02, 1.3586e-01, -8.1726e-04,\n", - " -1.1282e-01, -6.6198e-02, -2.0349e-02, 7.1594e-02, -3.8219e-02,\n", - " -9.9592e-04, 4.3075e-02, -4.7170e-03, 9.2223e-02, 7.9907e-03,\n", - " 1.8319e-01, 6.7595e-03, -1.6716e-01, 3.7392e-02, -1.1114e-01,\n", - " -3.5641e-02, -6.7132e-02, 1.0227e-01, -7.8563e-02, -3.4340e-02,\n", - " -6.4997e-02, -5.4021e-02, 3.2029e-03, -2.4696e-02, -1.2331e-01,\n", - " 9.3232e-02, -3.5118e-02, 1.2557e-02, 1.6174e-01, -7.3716e-02,\n", - " -4.3041e-02, -2.1121e-02, -9.8188e-03, -8.1827e-02, -1.1507e-01,\n", - " -1.4251e-01, -1.3007e-02, -1.1562e-01, -1.3869e-02, -5.5616e-02,\n", - " -1.3748e-01, 2.0038e-02, -1.0893e-01, 3.7848e-02, 2.6370e-02,\n", - " 1.5256e-01, -1.7048e-02, -5.4340e-03, 6.5350e-02, -4.5541e-02,\n", - " -1.3889e-02, -1.3546e-02, -1.9981e-02, 1.8412e-02, 2.5642e-02,\n", - " 3.9688e-02, 1.5539e-02, -5.1998e-02, 1.5934e-01, -1.1188e-01,\n", - " -8.8874e-02, 1.6955e-02, -4.8052e-02, -8.5343e-02, -1.3444e-01,\n", - " 1.3075e-01, 1.8793e-01, -6.2813e-02, -1.0423e-01, -2.3544e-01,\n", - " -9.2175e-02, 5.2775e-02, 2.1384e-02, 2.0662e-02, -4.3228e-02,\n", - " 1.0775e-02, 9.1036e-02, -3.2879e-02, -5.3863e-02, 1.2356e-01,\n", - " 8.3869e-03, -8.6142e-02, -8.5249e-02, -8.5097e-03, 1.7478e-02,\n", - " -1.6477e-01, -1.0826e-02, -3.2626e-02, 4.0981e-02, -6.2419e-02,\n", - " 2.2502e-02, 3.1876e-02, -5.2900e-02, -1.3520e+00, 4.5146e-02,\n", - " -1.3262e-01, -9.9322e-02, 1.7022e-01, -1.0428e-02, -5.8837e-02,\n", - " -5.3764e-02, -5.0277e-02, 1.4743e-03, -1.4262e-02, -9.3190e-02,\n", - " 7.9996e-03, 1.8367e-01, -1.3173e-04, -1.9939e-01, 3.4430e-02,\n", - " -1.8154e-01, -2.7990e-02, 3.4381e-01, -5.9272e-02, -8.2675e-02,\n", - " -3.7347e-02, 1.6080e-02, 1.0628e-03, 1.3274e-01, 3.6783e-02,\n", - " -2.6304e-02, -1.4164e-01, -1.7573e-02, -2.2060e-02, -1.0065e-02,\n", - " 2.0352e-02, 1.8773e-01, -7.8374e-02, 3.5247e-02, -4.4983e-02,\n", - " -1.5688e-01, -2.4710e-02, -9.4099e-02, -4.4270e-03, -2.4106e-01,\n", - " 3.7364e-03, 1.2799e-02, 2.1714e-01, 2.4250e-02, -5.8620e-02,\n", - " -3.4071e-02, -9.4078e-02, 5.6670e-02, 2.0208e-02, -5.5237e-03,\n", - " 1.1586e-02, -1.6815e-01, 1.3505e-01, -6.3363e-03, 7.6929e-02,\n", - " 9.7497e-02, -1.7614e-01, -4.1746e-02, -1.1368e-01, -1.1160e-01,\n", - " -2.6994e-01, 2.3484e-02, 3.9368e-02, -1.1853e-01, -3.3546e-01,\n", - " -6.0605e-03, -5.0075e-02, -1.1067e-01, -5.9053e-02, 8.0018e-02,\n", - " -1.3309e-02, -1.8882e+00, -3.5066e-02, -9.8846e-02, 1.2757e-01,\n", - " 6.2637e-03, -3.9878e-02, 3.0363e-04, -7.2995e-02, -1.4242e-01,\n", - " 7.0475e-03, -2.7715e-02, 1.8113e-02, -1.0867e-01, -6.6526e-02,\n", - " -2.5656e-03, -1.0198e-01, -1.5856e-01, 1.2822e-02, -1.9299e-02,\n", - " 5.2201e-02, -3.6497e-02, 4.5979e-02, -2.7962e-02, -4.6199e-02,\n", - " 4.2883e-02, -1.8909e-02, -4.6832e-02, 3.7635e-02, -3.5515e-02,\n", - " 2.1452e-02, -4.2567e-02, 4.3887e-02, -1.3776e-02, -6.0612e-02,\n", - " 1.8401e-02, 1.0900e-01, 4.9528e-02, 7.3153e-02, -2.6886e-03,\n", - " -3.9657e-03, 2.6168e-02, -9.5414e-04, -1.2313e-01, 8.4072e-02,\n", - " 4.1441e-02, 2.9816e-02, -1.4693e-01, -4.8402e-02, -5.3208e-02,\n", - " -7.6187e-02, -1.3760e-01, 1.3487e-02, 1.0734e-02, -1.3575e-01,\n", - " -1.1805e-02, -7.8494e-03, 8.7178e-02, -6.3253e-02, -1.3882e-01,\n", - " 1.1763e-01, 1.0118e-01, 3.5979e-02, -4.7568e-02, -3.9294e-02,\n", - " -4.7182e-01, -8.1394e-02, 9.1848e-03, -3.3915e-03, -8.3868e-02,\n", - " 4.2592e-02, -3.1215e-03, 1.6061e-01, -3.4119e-03, 8.8006e-02,\n", - " 3.6886e-02, -3.5935e-02, 4.2436e-02, -1.8397e-01, -1.6714e-01,\n", - " 2.4234e-02, -6.4019e-02, 4.0601e-02, 1.4015e-01, 2.4564e-01,\n", - " -2.8037e-02, 7.1655e-02, -1.4700e-01, 8.2924e-02, -1.0860e-01,\n", - " -5.6395e-02, -9.3245e-02, -5.7061e-02, 5.4943e-02, -6.0407e-02,\n", - " -1.3406e-01, 1.4752e-02, 3.0653e-02, -1.9031e-01, 2.8196e-02,\n", - " -1.6686e-02, -4.3753e-02, -7.7339e-02, 5.0255e-02, -6.3097e-02,\n", - " -9.4029e-02, -1.1533e-01, 1.7190e-01, -6.8709e-02, -9.8590e-02,\n", - " -5.1946e-02, 2.4300e-02, 7.0611e-02, -3.7195e-02, -2.9533e-02,\n", - " -1.0373e-01, -4.3854e-02, -4.1990e-02, -1.5301e-02, 6.3708e-02,\n", - " 1.4197e-02, -6.9791e-02, -9.4691e-02, -1.6623e-01, 1.6627e-02,\n", - " -4.0652e-02, -1.4417e-01, 6.5713e-02, -4.7441e-02, -6.9841e-02,\n", - " -1.5034e-02, 2.7414e-02, 2.7576e-02, -1.4552e-01, -4.4078e-03,\n", - " 1.2355e-01, -1.7122e-01, -6.5077e-02, -1.5522e-01, -8.7137e-02,\n", - " -1.2388e-01, 6.8649e-02, -7.5485e-02, -4.4840e-03, -7.6560e-02,\n", - " -9.5748e-02, 2.5241e-01, -8.6654e-02, -1.9855e-02, -7.0882e-02,\n", - " 5.3095e-02, -1.8605e-02, -9.2690e-02, 1.7085e-02, 8.7068e-02,\n", - " -4.7949e-02, -1.3915e-02, 4.0671e-03, -3.1902e-02, -3.1709e-01,\n", - " 2.4549e-02, 1.7502e-02, -3.6478e-02, -8.7535e-02, -1.0812e-01,\n", - " -1.9368e-01, 5.6600e-02, 6.2011e-02, 8.3298e-02, 2.9690e-02,\n", - " -5.7632e-02, -1.0018e-01, 6.3107e-02, 1.1186e-01, 4.4521e-02,\n", - " -5.9027e-02, -2.8306e-02, 1.0422e-01, -9.7934e-04, -1.3316e-01,\n", - " -4.8509e-02, -6.3272e-02, 1.2613e-01, -6.9826e-02, -1.3674e-01,\n", - " 2.8832e-02, -7.8703e-02, 8.5840e-02, -3.6097e-02, 5.7578e-02,\n", - " -1.5922e-01, 8.2077e-02, 1.3649e-01, -7.2033e-02, -1.8363e-02,\n", - " -3.8284e-02, -3.4231e-02, -1.8843e-01, 7.0095e-02, -7.9218e-02,\n", - " -5.9366e-02, -5.6867e-05, -7.8419e-02, 7.7719e-02, -4.0908e-02,\n", - " -4.4340e-02, 7.3448e-02, -1.0578e-01, -2.0239e-01, 1.1986e-02,\n", - " -5.2369e-02, -4.3708e-02, 1.3372e-02, -2.5477e-01, -5.7132e-02,\n", - " 3.7881e-02, -7.2967e-02, -2.6268e-02, 1.2307e-01, 4.9715e-02,\n", - " 1.4006e-02, -1.2879e-02, -6.9322e-02, 9.7442e-02, 1.2173e-01,\n", - " 5.7379e-02, 1.5167e-03, -4.3250e-02, -1.1526e-01, 5.1005e-03,\n", - " 9.7860e-02, -8.3183e-02, 2.7053e-02, 2.8275e-02, 4.4384e-02,\n", - " -1.7175e-01, -1.0611e-01, -4.4474e-02, 2.4240e-02, -1.7871e-01,\n", - " 2.4465e-01, 1.0488e-01, -4.2515e-02, -2.7527e-02, 5.0208e-02,\n", - " -3.9354e-02, 6.3300e-02, -9.6138e-02, -6.3638e-03, 7.2867e-02,\n", - " 8.9386e-02, 9.6692e-03, 4.8196e-02, 1.4490e-01, -5.4485e-02,\n", - " 3.7006e-02, 6.7020e-02, 2.1314e-01, 5.7172e-02, 3.8746e-02,\n", - " -5.2525e-02, 4.3298e-02, -1.0086e-01, -1.3973e-01, 1.1766e-01,\n", - " -1.5524e-01, 3.9553e-02, 1.8500e-01, 4.3291e-02, 6.8795e-03,\n", - " 1.1762e-01, 2.7638e-02, 7.9839e-02, 2.3957e-02, 5.0306e-02,\n", - " -3.6551e-02, 1.1517e-01, 1.6246e-01, -7.3600e-03, -4.1794e-02,\n", - " 7.8460e-02, 2.4231e-02, 1.3117e-01, -3.5845e-02, 4.5641e-02,\n", - " -2.2538e-02, 4.5256e-03, 1.8366e-01, 5.2601e-02, 2.3233e-02,\n", - " 1.4683e-01, -4.2960e-02, -3.5630e-02, -6.2859e-02, 8.5867e-02,\n", - " -8.0193e-02, 9.7035e-02, -9.7163e-02, 8.4262e-02, -5.3432e-02,\n", - " 7.3728e-02, -4.5167e-02, 5.1862e-02, -9.0663e-02, 9.1148e-03,\n", - " -5.4825e-02, 1.9205e-02, 5.7003e-02, -4.8414e-02, -3.9301e-02,\n", - " -1.5805e-01, -1.3792e-01, -1.9177e-02, 1.3517e-02, 4.7648e-02,\n", - " 1.6847e-03, -5.9760e-02, -1.3280e-01, -1.3314e-02, 5.7509e-03,\n", - " 9.9600e-02, -1.9460e-02, -5.7305e-02, -9.6649e-03, 8.1935e-02,\n", - " 1.6404e-02, 1.2222e-01, 4.2565e-02, 3.5585e-03, 8.3056e-02,\n", - " -1.6466e-01, 5.9435e-02, -4.2335e-03, 3.8446e-02, -2.8132e-02,\n", - " -2.5972e-02, -2.7214e-01, -3.8381e-02, 2.9798e-02, 4.6312e-02,\n", - " -9.1643e-01, 2.4492e-03, 4.6300e-03, 4.1784e-02, 3.2197e-02,\n", - " -1.5715e-01, -1.7571e-01, -1.7412e-01, -1.1094e-01, -9.1469e-02,\n", - " -5.7015e-02, -3.4931e-02, -9.5130e-02, 2.2514e-02, 9.2526e-02,\n", - " -5.1622e-02, -8.4395e-02, -3.9269e-02, -1.2635e-01, 7.3185e-02,\n", - " -6.1763e-02, 1.1407e-02, -1.3769e-01, -1.4406e-01, -5.7378e-02,\n", - " 6.8709e-02, -5.2696e-02, -1.0309e-01, 5.8251e-02, 8.8800e-02,\n", - " -5.8064e-02, -5.7135e-02, 9.2848e-02, 8.7045e-02, -3.6935e-02,\n", - " -1.4810e-01, -2.4457e-01, 6.8419e-02, -1.1099e-01, -2.3767e-02,\n", - " 1.1027e-01, -6.5348e-02, 1.4737e-03, -1.1822e-01, -2.5063e-02,\n", - " -8.1075e-02, -4.6832e-02, -5.4376e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.1388, -0.0640, -0.1408, ..., -0.0511, -0.1060, -0.1020],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-1.7995e-02, 1.0971e-01, -2.3842e-02, -3.3510e-02, 1.0491e-01,\n", - " 1.2462e-01, 9.1538e-02, 8.3362e-02, -8.3616e-02, -1.1651e-01,\n", - " -7.5646e-02, 1.6651e-02, -4.5650e-02, 8.4964e-02, 7.7398e-02,\n", - " 2.6110e-01, 1.5501e-01, 1.0969e-01, -1.2609e-03, -4.8352e-02,\n", - " 1.0677e-01, -7.0175e-02, 5.0651e-02, 1.7063e-01, 5.2590e-02,\n", - " -2.4445e-02, 1.3517e-01, 5.3397e-04, -4.3884e-02, 2.9947e-02,\n", - " 2.4362e-02, -9.3155e-02, 1.3213e-01, -8.5065e-02, 1.1234e-02,\n", - " 4.9889e-02, -8.6082e-02, -2.6871e-02, 5.6951e-02, -3.1787e-04,\n", - " -6.0441e-02, -3.0077e-02, -2.2734e-02, 1.3425e-01, 4.2416e-02,\n", - " 2.3253e-02, -7.0987e-02, 1.2654e-01, -1.1863e-01, 2.8142e-02,\n", - " -5.5107e-02, 9.3082e-02, 1.9234e-01, 1.0354e-01, 1.1912e-01,\n", - " 1.3703e-01, -1.1484e-01, -1.0485e-01, -5.5315e-02, -7.5910e-02,\n", - " 7.5704e-02, 4.5609e-02, 9.9478e-02, -1.2149e-01, 5.7118e-02,\n", - " 2.3187e-02, -4.3808e-02, 6.8687e-02, -8.9568e-02, -5.5708e-02,\n", - " 1.3154e-02, 2.5318e-02, -3.9467e-02, -3.2020e-02, 1.3836e-01,\n", - " -5.6971e-02, -1.4879e-01, 1.8833e-01, 6.1097e-02, 1.4927e-01,\n", - " 1.7302e-03, 5.4062e-02, 1.2872e-01, 6.3467e-03, 4.2999e-02,\n", - " -8.5094e-02, 1.0628e-02, -4.1483e-02, -1.6341e-01, 7.1847e-02,\n", - " -1.3153e-01, -4.5940e-02, 6.6968e-02, 9.1351e-02, 7.3918e-02,\n", - " -8.7973e-02, 9.0517e-02, 4.0386e-03, 5.3734e-02, -8.8457e-02,\n", - " 3.7241e-03, -3.0153e-02, 9.3921e-02, 2.3458e-02, -1.0372e-01,\n", - " -3.2905e-03, -1.9796e-01, -1.2808e-01, -5.7740e-02, 2.9826e-02,\n", - " 3.8620e-02, 1.4648e-01, -1.4630e-01, -1.0204e-01, -4.9858e-02,\n", - " 1.3264e-01, 6.0734e-02, -5.9396e-02, -1.7528e-02, -4.7156e-02,\n", - " 7.8057e-02, 1.0884e-01, 3.9412e-03, 8.1177e-02, 4.7541e-02,\n", - " 3.7106e-02, 5.4457e-02, 4.1072e-02, -1.2624e-01, -6.6881e-02,\n", - " -7.8980e-03, 4.8576e-02, 1.5816e-02, 2.0219e-02, -1.3598e-01,\n", - " -4.5142e-02, 5.5800e-02, -3.8924e-02, 1.8318e-02, 7.0822e-02,\n", - " -3.7643e-02, -7.8313e-02, -1.3669e-01, 6.0728e-02, 1.5479e-01,\n", - " -7.3164e-02, -1.5072e-02, -2.0047e-01, -4.4057e-02, 1.2028e-01,\n", - " -9.0094e-02, 2.1857e-02, -9.3233e-02, -4.3292e-02, -3.9760e-02,\n", - " 9.2491e-02, 2.5874e-02, 8.2756e-02, 2.6395e-02, -1.1891e-01,\n", - " 3.0343e-02, -2.8207e-03, 3.4420e-02, -1.0121e-01, 6.0478e-02,\n", - " 1.1989e-01, 6.6446e-02, 8.3514e-02, -7.5873e-02, 1.3789e-02,\n", - " -9.1020e-02, -4.9797e-02, -1.7504e-02, -9.6077e-02, -2.8295e-02,\n", - " 6.4154e-02, 1.2639e-02, 3.9047e-02, 1.6750e-01, -8.7566e-03,\n", - " -1.1674e+00, 6.8001e-02, -5.3680e-02, 1.0207e-02, 4.6994e-03,\n", - " 4.7080e-02, 1.8786e-01, -6.4896e-02, 8.4581e-02, -3.2309e-02,\n", - " -8.1123e-02, -4.1923e-02, 6.4483e-02, -1.3005e-01, 1.8813e-01,\n", - " -6.5983e-02, -1.2561e-01, 1.4983e-01, 1.1173e-01, -4.4150e-02,\n", - " -1.5534e-01, -9.1595e-02, 1.1460e-02, -1.3207e-01, -1.5256e-01,\n", - " -4.1176e-02, -4.7700e-02, 1.6164e-02, -2.9475e-02, 1.5617e-01,\n", - " -8.6671e-02, -8.2033e-02, 5.6888e-02, 9.6921e-02, 4.4787e-02,\n", - " -2.3526e-02, -1.0607e-01, -1.1351e-01, 1.1402e-01, -1.9004e-01,\n", - " 5.1286e-02, 6.8433e-02, -1.1605e-01, 7.1933e-02, -3.2286e-02,\n", - " 2.5821e-01, 1.7323e-01, -8.2745e-02, 5.2430e-02, -2.2953e-02,\n", - " -8.3487e-02, -9.7600e-03, 1.4317e-01, -1.0847e-01, -1.7219e-02,\n", - " 1.3492e-01, -5.2467e-02, -6.8475e-02, 1.3292e-01, -1.9564e-01,\n", - " 6.8070e-02, 1.9418e-01, -6.2243e-02, 1.2608e-01, -1.2321e-01,\n", - " -2.5287e-02, 8.7148e-02, -9.1371e-02, -4.5408e-02, -8.2579e-03,\n", - " -1.4942e-01, 1.0954e-01, 7.2066e-02, -9.6692e-02, 1.8292e-03,\n", - " -4.9481e-02, -6.8682e-02, -7.4818e-02, 5.9089e-02, 1.7255e-01,\n", - " 1.7968e-02, 1.3947e-02, -2.7290e-02, -5.1044e-02, -6.8944e-02,\n", - " -1.2348e-01, -1.1463e-02, -1.5290e-01, 5.5349e-02, -2.8807e-02,\n", - " 1.2728e-01, 7.0848e-02, -1.0458e-01, 7.3960e-03, 1.3256e-02,\n", - " 3.7106e-02, 3.7843e-02, 8.3666e-02, -4.1281e-02, -4.3076e-02,\n", - " -1.5304e-02, 9.2559e-02, -8.4911e-02, -1.4449e-01, -1.6689e-01,\n", - " -8.7871e-02, 1.1766e-01, -1.2728e-01, -5.5489e-02, -5.5576e-02,\n", - " -1.1805e-01, 1.1801e-01, -4.3387e-02, -3.3354e-02, 1.1047e-01,\n", - " 1.3254e-01, -5.7403e-03, 1.4760e-02, -1.6017e-02, -1.8471e-02,\n", - " -7.1228e-02, 8.6746e-02, 6.9329e-03, 5.6731e-02, 1.4844e-01,\n", - " -6.3354e-02, -6.8515e-02, -9.7300e-02, -8.4891e-01, 4.4882e-03,\n", - " -1.4360e-01, -1.0882e-01, 8.4147e-02, 1.2977e-02, 5.2242e-02,\n", - " -9.4434e-02, -5.3578e-02, 4.7063e-02, -4.2293e-02, -2.9722e-02,\n", - " -9.7553e-02, 5.2752e-02, 1.8653e-01, -2.2487e-02, -8.3135e-02,\n", - " -8.6357e-03, -4.1339e-02, 5.3893e-02, 6.4192e-02, -1.1824e-02,\n", - " -6.3900e-02, 8.7731e-02, 9.4618e-02, -2.0619e-02, -1.6471e-01,\n", - " 8.4319e-03, -8.9403e-02, -1.3119e-01, 5.4515e-02, -1.9020e-01,\n", - " 4.0871e-02, -1.4934e-02, 1.8418e-02, 5.5042e-03, 1.0856e-01,\n", - " -1.3969e-01, -6.1153e-03, -1.8192e-01, -7.3493e-02, -1.1588e-01,\n", - " -1.6369e-01, -6.8198e-02, 1.7089e-01, 6.0416e-04, -5.1924e-02,\n", - " -1.2056e-01, -7.9560e-02, 2.1280e-01, 4.4210e-02, 6.1441e-03,\n", - " 9.1242e-02, -1.0575e-01, 1.1069e-01, 8.6142e-02, 5.5269e-02,\n", - " 1.0024e-01, -1.9725e-02, 1.7373e-01, -3.5089e-02, -1.5361e-02,\n", - " -1.8871e-01, -1.5235e-01, 9.7347e-02, -1.1252e-01, -4.6535e-02,\n", - " -8.7838e-02, 1.0729e-01, -1.3972e-02, -1.9656e-01, -1.8717e-02,\n", - " -2.1708e-03, 2.8446e-01, -2.8764e-02, -8.0554e-02, 1.3785e-01,\n", - " -6.8261e-02, -1.1250e-01, 4.1699e-02, -5.4590e-02, -7.5197e-02,\n", - " 7.8242e-03, 2.3785e-01, -2.4773e-02, -3.7007e-02, -1.9728e-02,\n", - " -2.8653e-02, -1.1139e-01, -7.8558e-02, 1.5044e-01, -4.3773e-02,\n", - " -4.0233e-02, -1.3825e-01, 7.0339e-02, 5.6669e-02, -1.0575e-01,\n", - " -3.6392e-04, -2.6391e-02, -6.1202e-02, 3.8423e-02, -4.0577e-02,\n", - " -7.4863e-02, -3.5732e-02, -6.3108e-02, -9.4867e-02, -1.0796e-01,\n", - " 8.1215e-02, 5.8513e-02, -1.2576e-01, -2.1508e-02, -2.2599e-02,\n", - " 2.9836e-02, -7.2323e-02, 1.0374e-01, -5.4196e-02, 4.6800e-03,\n", - " 1.3418e-01, 1.2710e-01, -6.0794e-02, 3.6146e-02, 8.2812e-02,\n", - " -1.3127e-01, -6.2629e-02, -2.6723e-02, 1.8703e-01, -4.4541e-02,\n", - " 1.9774e-02, 1.5291e-01, -1.4476e-01, -3.6532e-02, 5.8070e-02,\n", - " 1.2938e-01, 4.5883e-02, 4.8294e-02, -8.8303e-02, -1.4190e-02,\n", - " -1.0303e-01, -9.3362e-02, 1.6577e-01, 7.9578e-03, 2.6112e-02,\n", - " -1.4884e-02, -1.3643e-03, 8.6507e-02, 5.8645e-02, 8.7112e-02,\n", - " -8.0021e-02, 3.8295e-03, 3.7718e-02, -1.4079e-01, -1.7847e-03,\n", - " 1.1650e-02, -1.7276e-01, -5.6862e-02, 5.0386e-02, -2.6118e-02,\n", - " 5.5725e-02, 1.3304e-01, -2.2176e-01, -9.8008e-03, -2.6710e-03,\n", - " -5.5598e-02, -2.6109e-02, -2.4123e-02, 8.9729e-02, -1.5887e-01,\n", - " -5.4199e-02, -7.5078e-02, 4.4806e-02, -3.7909e-02, -1.2216e-01,\n", - " -3.8444e-02, 1.3665e-01, 7.6924e-03, 1.0543e-01, -1.0625e-01,\n", - " -2.0793e-02, -3.1573e-02, 9.8600e-02, -1.5674e-03, 1.7399e-02,\n", - " -8.9313e-02, 3.1711e-02, 1.1630e-01, -4.5986e-02, -5.1431e-02,\n", - " -8.5902e-02, -5.6980e-02, -4.4693e-02, -4.8815e-02, 7.4162e-02,\n", - " 2.1798e-02, 5.7912e-02, -1.1795e-01, -1.4928e-01, -6.7437e-02,\n", - " 1.3103e-01, -3.8294e-02, 6.0068e-02, -4.5186e-02, -5.2643e-02,\n", - " -7.0272e-02, 2.7545e-02, -6.8696e-03, -6.4726e-02, 6.8701e-02,\n", - " 1.4413e-01, 5.9031e-02, 7.3412e-02, -9.7229e-02, -8.4358e-02,\n", - " 5.9435e-03, 2.9162e-02, 6.4978e-02, -1.2677e-02, 9.8074e-02,\n", - " -7.3698e-02, -1.1442e-02, -2.4263e-02, -4.2626e-02, -7.5566e-02,\n", - " 4.6536e-02, -1.3282e-01, -1.7837e-01, 2.3021e-02, 1.4317e-02,\n", - " -9.5872e-02, 4.2836e-02, -4.9602e-02, 3.7086e-02, -1.7116e-01,\n", - " 5.6979e-02, 1.1122e-01, 8.7447e-02, 1.0588e-05, 2.8663e-02,\n", - " -5.8395e-02, -1.0470e-01, 1.0111e-01, 1.4072e-01, 5.6217e-02,\n", - " 8.2693e-03, -7.7912e-02, -4.7529e-03, 4.7483e-02, 5.6406e-02,\n", - " -4.5829e-02, 7.4970e-02, 5.2387e-02, 2.4078e-02, -7.2284e-02,\n", - " -9.7162e-02, 8.1108e-02, 2.2771e-02, -1.7954e-02, -9.2367e-02,\n", - " 2.4800e-02, -2.1451e-02, 7.1171e-02, 5.6178e-02, -4.3722e-02,\n", - " -6.3887e-02, 1.6619e-02, 1.0942e-01, 3.6518e-02, 6.9667e-02,\n", - " 6.7877e-02, 6.4529e-02, -1.1764e-01, 4.0310e-02, -2.0631e-01,\n", - " -6.4884e-02, 6.0020e-02, 6.6390e-02, -1.5210e-02, -1.7104e-02,\n", - " -8.4333e-02, 5.3627e-02, -1.1254e-01, -3.0019e-02, -3.0667e-02,\n", - " -4.9629e-02, -5.9274e-02, 1.3652e-01, -6.9717e-02, 4.4389e-02,\n", - " 8.6893e-02, -8.0192e-02, 6.8680e-02, -5.1807e-02, 1.1188e-01,\n", - " -7.6018e-02, -1.5228e-02, -1.2486e-01, 6.3322e-02, 1.1962e-01,\n", - " 1.2645e-01, 2.2796e-03, 1.1025e-01, -2.5256e-02, 5.4805e-03,\n", - " 1.7962e-01, -6.1522e-02, 9.4068e-02, 1.7145e-01, 8.6405e-02,\n", - " -7.6339e-02, -1.1537e-01, 1.0862e-01, 3.1586e-02, -1.4632e-01,\n", - " 4.1031e-02, -1.6650e-02, -2.2863e-02, 9.6774e-02, 5.2476e-02,\n", - " 1.9528e-02, 6.4902e-02, 8.0217e-02, 2.0659e-02, 3.0861e-02,\n", - " 1.7118e-01, -4.5153e-03, 1.5963e-01, 1.5500e-01, -1.8510e-03,\n", - " 3.3119e-02, 1.8976e-01, 6.8316e-02, 3.6643e-02, -1.1006e-01,\n", - " -1.6243e-02, 1.7070e-01, -1.0074e-01, -8.3597e-02, 1.5089e-02,\n", - " -1.1647e-01, 1.7752e-02, 1.1247e-01, 7.3892e-02, 1.8482e-01,\n", - " 2.2276e-02, 7.1353e-02, 5.4053e-02, 4.3755e-02, -7.2248e-02,\n", - " -7.1751e-02, 8.1287e-02, 1.1767e-01, 6.6588e-02, -2.5462e-02,\n", - " -4.4256e-03, -1.2061e-01, 5.2382e-02, -9.2048e-02, 1.1553e-01,\n", - " 3.9400e-02, -4.0201e-02, -9.1284e-03, 5.1471e-02, 1.8908e-01,\n", - " 2.1997e-01, -1.2138e-02, -1.2784e-01, 2.3819e-03, 1.4362e-01,\n", - " 8.8826e-02, 2.9723e-02, 7.2240e-02, -4.8822e-02, -4.2037e-02,\n", - " 4.6750e-02, -1.7720e-02, 1.4852e-01, -7.7128e-02, -7.7611e-02,\n", - " 4.2609e-02, 3.1927e-02, 8.9026e-03, -1.0540e-01, 2.4909e-02,\n", - " -8.3204e-02, -1.3930e-01, -1.4180e-02, 7.9780e-03, 4.1389e-02,\n", - " -3.2852e-02, -1.4304e-02, -9.4408e-02, 8.5539e-02, -6.1755e-02,\n", - " 1.0087e-01, 1.0197e-01, -9.3176e-02, 1.0562e-01, 1.4927e-01,\n", - " 1.0949e-01, 1.5574e-01, 1.2120e-01, 5.3313e-02, 9.8136e-02,\n", - " -9.7711e-02, 2.0255e-02, -6.6456e-02, 1.7323e-01, -1.8183e-02,\n", - " 1.1731e-02, -7.1566e-02, 9.5698e-03, 9.6228e-03, -3.0733e-02,\n", - " -6.7785e-02, 5.7257e-02, -1.1822e-01, 1.0511e-02, 1.5506e-01,\n", - " -4.9383e-02, -2.6933e-02, -1.5790e-01, 1.5996e-02, 9.9111e-03,\n", - " 7.2168e-02, 5.7295e-02, -1.8042e-02, 7.9364e-02, 6.9038e-02,\n", - " -5.3469e-03, -5.9349e-02, 1.6824e-01, -7.2458e-02, 8.6870e-02,\n", - " -2.1295e-02, 1.3599e-03, -1.3371e-01, -3.1909e-02, 4.4527e-02,\n", - " 4.6423e-02, -7.2203e-03, -6.8191e-02, -1.0633e-02, 1.2906e-01,\n", - " -3.5127e-02, -1.3789e-01, -4.5097e-02, 1.7260e-02, -1.6271e-01,\n", - " -1.1913e-01, -1.1071e-01, 1.0279e-01, -1.4868e-02, -3.4222e-02,\n", - " 1.1403e-01, -1.0091e-01, 1.7242e-01, -8.6222e-02, -9.3097e-02,\n", - " 3.5066e-02, 3.8108e-02, 3.5905e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8273, 0.8597, 0.7912, 0.8127, 0.8274, 0.8271, 0.8111, 0.7986, 0.8362,\n", - " 0.8129, 0.8104, 0.7973, 0.7927, 0.8119, 0.8387, 0.7919, 0.8002, 0.8188,\n", - " 0.8604, 0.8405, 0.8318, 0.8130, 0.8434, 0.8256, 0.8152, 0.8129, 0.8185,\n", - " 0.8374, 0.8148, 0.8530, 0.8174, 0.8290, 0.8563, 0.8188, 0.8557, 0.8421,\n", - " 0.7919, 0.8281, 0.8423, 0.8192, 0.8373, 0.8306, 0.8320, 0.7929, 0.7954,\n", - " 0.8180, 0.4970, 0.8212, 0.8710, 0.8687, 0.7985, 0.8531, 0.8373, 0.7884,\n", - " 0.7940, 0.8239, 0.8573, 0.8158, 0.8325, 0.8199, 0.8176, 0.7926, 0.8226,\n", - " 0.8038, 0.8297, 0.8112, 0.8257, 0.8419, 0.8096, 0.8237, 0.8434, 0.8214,\n", - " 0.8301, 0.8116, 0.8266, 0.7900, 0.8137, 0.8051, 0.8181, 0.8179, 0.8230,\n", - " 0.8366, 0.8232, 0.8053, 0.8074, 0.8351, 0.7987, 0.8627, 0.8499, 0.7886,\n", - " 0.7825, 0.8175, 0.7969, 0.7911, 0.8222, 0.8133, 0.8174, 0.8067, 0.8251,\n", - " 0.8375, 0.8342, 0.8667, 0.8310, 0.8138, 0.8208, 0.7957, 0.8359, 0.8171,\n", - " 0.8286, 0.8028, 0.8087, 0.8219, 0.8533, 0.8269, 0.8189, 0.8482, 0.8171,\n", - " 0.8487, 0.8179, 0.8452, 0.8064, 0.8117, 0.8422, 0.3965, 0.8228, 0.8103,\n", - " 0.8062, 0.7932, 0.8165, 0.8311, 0.8378, 0.8362, 0.8162, 0.8181, 0.8028,\n", - " 0.8171, 0.8131, 0.8337, 0.8263, 0.8215, 0.8403, 0.8594, 0.7818, 0.7253,\n", - " 0.8299, 0.8187, 0.8312, 0.7728, 0.8245, 0.8273, 0.8048, 0.7919, 0.8001,\n", - " 0.8238, 0.8344, 0.8013, 0.8150, 0.8224, 0.8397, 0.8329, 0.8400, 0.8410,\n", - " 0.8370, 0.8531, 0.7777, 0.8362, 0.8352, 0.7994, 0.7844, 0.8245, 0.8166,\n", - " 0.8282, 0.8355, 0.8324, 0.8171, 0.8315, 0.8158, 0.8214, 0.8069, 0.7942,\n", - " 0.1450, 0.8259, 0.8334, 0.8395, 0.8286, 0.8479, 0.8137, 0.8094, 0.8057,\n", - " 0.8351, 0.8161, 0.8335, 0.8292, 0.8176, 0.8149, 0.8408, 0.8403, 0.8258,\n", - " 0.8222, 0.8097, 0.8211, 0.8226, 0.8120, 0.7863, 0.8082, 0.4059, 0.8482,\n", - " 0.8135, 0.8325, 0.8117, 0.8086, 0.8243, 0.8312, 0.7850, 0.8252, 0.8008,\n", - " 0.8184, 0.8311, 0.7966, 0.8279, 0.8327, 0.8157, 0.8512, 0.7968, 0.8399,\n", - " 0.5803, 0.8320, 0.8049, 0.8168, 0.6614, 0.7904, 0.8386, 0.8002, 0.8371,\n", - " 0.8311, 0.8233, 0.8374, 0.8517, 0.8075, 0.7810, 0.8043, 0.8287, 0.8310,\n", - " 0.7545, 0.8091, 0.8130, 0.8315, 0.8237, 0.7936, 0.8294, 0.8144, 0.8791,\n", - " 0.8355, 0.8370, 0.8485, 0.8280, 0.8163, 0.7991, 0.8133, 0.8094, 0.8394,\n", - " 0.8253, 0.8452, 0.8121, 0.8158, 0.7934, 0.7687, 0.8261, 0.8256, 0.8363,\n", - " 0.8233, 0.8185, 0.8239, 0.8132, 0.8256, 0.8243, 0.8149, 0.8408, 0.8208,\n", - " 0.8138, 0.8163, 0.7973, 0.8426, 0.8028, 0.7939, 0.7976, 0.8272, 0.8379,\n", - " 0.8260, 0.8205, 0.8320, 0.8118, 0.8349, 0.8141, 0.8088, 0.8105, 0.8428,\n", - " 0.8186, 0.8262, 0.8469, 0.8352, 0.8187, 0.8220, 0.8426, 0.8953, 0.8250,\n", - " 0.8079, 0.8207, 1.6714, 0.8294, 0.7880, 0.8008, 0.7966, 0.8185, 0.8555,\n", - " 0.8230, 0.8749, 0.8322, 0.8289, 0.8166, 0.8341, 0.8206, 0.8092, 0.8114,\n", - " 0.8251, 0.8403, 0.8264, 0.6936, 0.8250, 0.8249, 0.8277, 0.7653, 0.8449,\n", - " 0.8456, 0.7697, 0.8154, 0.7930, 0.8215, 0.8228, 0.8101, 0.8201, 0.8852,\n", - " 0.8160, 0.8325, 0.8228, 0.8055, 0.8194, 0.8051, 0.8539, 0.8013, 0.8210,\n", - " 0.8187, 0.7815, 0.8133, 0.8271, 0.8175, 0.8074, 0.8010, 0.8360, 0.8063,\n", - " 0.7781, 0.7964, 0.8130, 0.8201, 0.8111, 0.8239, 0.7888, 0.8238, 0.8276,\n", - " 0.8202, 0.7845, 0.8020, 0.8486, 0.8324, 0.7349, 0.8443, 0.8322, 0.8151,\n", - " 0.7926, 0.8470, 0.8378, 0.1852, 0.8060, 0.8118, 0.7750, 0.8366, 0.8364,\n", - " 0.8423, 0.8459, 0.8031, 0.8347, 0.8397, 0.8388, 0.8104, 0.8390, 0.8678,\n", - " 0.8161, 0.8127, 0.8537, 0.8327, 0.8169, 0.8132, 0.8189, 0.8318, 0.8313,\n", - " 0.7993, 0.8308, 0.8307, 0.8116, 0.8404, 0.8250, 0.7948, 0.8266, 0.8650,\n", - " 0.8057, 0.8128, 0.8006, 0.8119, 0.8175, 0.8201, 0.8344, 0.8236, 0.7972,\n", - " 0.8282, 0.8399, 0.8198, 0.8253, 0.8390, 0.8354, 0.8198, 0.8079, 0.7840,\n", - " 0.8349, 0.8008, 0.8354, 0.8714, 0.8202, 0.8363, 0.8433, 0.8275, 0.8186,\n", - " 0.8384, 0.8247, 0.8012, 0.8240, 0.7401, 0.8366, 0.8256, 0.8084, 0.7896,\n", - " 0.8291, 0.8187, 0.8238, 0.8233, 0.8616, 0.8359, 0.8294, 0.8439, 0.7895,\n", - " 0.8019, 0.8218, 0.8339, 0.8189, 0.8238, 0.7702, 0.8201, 0.8073, 0.7893,\n", - " 0.8113, 0.8165, 0.6834, 0.8114, 0.8481, 0.8409, 0.8116, 0.8058, 0.8391,\n", - " 0.8540, 0.8109, 0.8212, 0.8303, 0.8101, 0.8116, 0.8115, 0.8268, 0.8167,\n", - " 0.8220, 0.8025, 0.8240, 0.8222, 0.8286, 0.8318, 0.8273, 0.8253, 0.8350,\n", - " 0.8268, 0.8093, 0.8169, 0.8478, 0.8354, 0.8033, 0.8238, 0.7871, 0.8056,\n", - " 0.8211, 0.8452, 0.8161, 0.8073, 0.8464, 0.8281, 0.8235, 0.8283, 0.8307,\n", - " 0.8222, 0.7855, 0.8053, 0.8373, 0.8079, 0.8344, 0.8179, 0.8235, 0.8201,\n", - " 0.8211, 0.8243, 0.8237, 0.8234, 0.5874, 0.8415, 0.8194, 0.8178, 0.8204,\n", - " 0.8356, 0.8469, 0.8369, 0.8249, 0.7611, 0.8630, 0.8374, 0.8169, 0.8775,\n", - " 0.8242, 0.8208, 0.8545, 0.8420, 0.8186, 0.8117, 0.8278, 0.8381, 0.8080,\n", - " 0.8173, 0.8495, 0.8113, 0.8132, 0.8182, 0.8221, 0.8198, 0.8587, 0.7927,\n", - " 0.8494, 0.8098, 0.8482, 0.8227, 0.8483, 0.8245, 0.8243, 0.8201, 0.7882,\n", - " 0.8251, 0.8499, 0.8260, 0.8281, 0.8260, 0.8090, 0.8070, 0.8237, 0.8127,\n", - " 0.8481, 0.8055, 0.8227, 0.8249, 0.8287, 0.8207, 0.8289, 0.8168, 0.8438,\n", - " 0.8201, 0.8158, 0.8584, 0.8299, 0.8603, 0.8508, 0.8443, 0.8617, 0.8318,\n", - " 0.8129, 0.8080, 0.8298, 0.8282, 0.8145, 0.8550, 0.8275, 0.8496, 0.8239,\n", - " 0.8107, 0.8427, 0.8133, 0.8370, 0.8111, 0.7928, 0.8511, 0.8256, 0.8159,\n", - " 0.8265, 0.8169, 0.7986, 0.8157, 0.8122, 0.8265, 0.8530, 0.8061, 0.7315,\n", - " 0.8131, 0.8578, 0.8576, 0.8391, 0.8297, 0.8245, 0.8006, 0.8158, 0.8346,\n", - " 0.8133, 0.8205, 0.8093, 0.7974, 0.8281, 0.8084, 0.8319, 0.8363, 0.8168,\n", - " 0.8062, 0.8346, 0.7844, 0.8169, 0.7846, 0.8469, 0.8109, 0.7964, 0.7649,\n", - " 0.7958, 0.8158, 0.8326, 0.8266, 0.8002, 0.8137, 0.8065, 0.8098, 0.8077,\n", - " 0.7860, 0.8164, 0.8205, 0.8393, 0.8439, 0.8411, 0.8476, 0.8092, 0.8113,\n", - " 0.8384, 0.8239, 0.8108, 0.8111, 0.7772, 0.8289, 0.8215, 0.8153, 0.8190,\n", - " 0.8190, 0.8100, 0.8405, 0.8342, 0.8349, 0.8395, 0.8315, 0.8235, 0.8161,\n", - " 0.8347, 0.8027, 0.8226, 0.8238, 0.8289, 0.8343, 0.8369, 0.8326, 0.8224,\n", - " 0.8344, 0.8386, 0.8268, 0.8087, 0.8206, 0.8161, 0.8125, 0.8191, 0.8127,\n", - " 0.7821, 0.8277, 0.8047, 0.8271, 0.7902, 0.7538, 0.8425, 0.8265, 0.8118,\n", - " 0.8276, 0.8259, 0.8024, 0.8008, 0.8198, 0.7994, 0.8287, 0.8398, 0.8175,\n", - " 0.1814, 0.8325, 0.8296, 0.8209, 0.8396, 0.8337, 0.8168, 0.8191, 0.8003,\n", - " 0.8168, 0.8285, 0.8536, 0.8231, 0.8784, 0.8163, 0.8100, 0.8284, 0.8261,\n", - " 0.8522, 0.8184, 0.8196, 0.8376, 0.8261, 0.8238, 0.8144, 0.8121, 0.8293,\n", - " 0.8341, 0.8381, 0.8203, 0.8221, 0.8557, 0.7928, 0.8216, 0.8405, 0.7998,\n", - " 0.6775, 0.8221, 0.8230, 0.8151, 0.8555, 0.8396, 0.8318, 0.8067, 0.8071,\n", - " 0.8237, 0.8258, 0.8341], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 9.9911e-03, -2.1731e-02, -8.5418e-02, -1.1091e-02, -7.9022e-02,\n", - " -8.4919e-02, -5.0959e-02, -1.0246e-01, -4.5238e-03, -2.2691e-02,\n", - " -2.5858e-02, -5.9837e-02, 1.9699e-02, -1.0160e-01, -2.3683e-02,\n", - " -1.3263e-01, -9.5915e-02, -6.0343e-02, -2.2185e-02, -6.3525e-02,\n", - " -1.0601e-01, -3.7986e-02, -1.3533e-02, -9.5777e-02, -5.9688e-02,\n", - " -7.9165e-02, -6.0853e-02, 1.6724e-03, -1.4806e-02, -3.9187e-02,\n", - " -1.2437e-01, -6.9457e-02, -4.0086e-02, 3.3282e-02, -4.6313e-02,\n", - " -3.2780e-02, -2.4511e-02, -2.9815e-02, -6.1609e-02, -2.6567e-02,\n", - " 6.5424e-03, 1.6071e-02, -3.8619e-02, -7.5152e-02, -4.1365e-02,\n", - " -2.9133e-02, -4.4066e-02, -1.9910e-02, 6.1147e-03, -2.0784e-02,\n", - " 5.6153e-02, -6.3402e-02, -8.1718e-02, -2.1161e-02, -1.1285e-01,\n", - " -1.0720e-01, 5.2568e-05, -5.5708e-04, 1.9047e-02, 4.8022e-03,\n", - " -3.7431e-02, -6.4962e-02, -3.5965e-02, -1.0284e-02, -5.8101e-02,\n", - " -1.1849e-01, -5.2727e-02, -7.4062e-02, 5.4283e-02, -5.3025e-02,\n", - " 3.9204e-03, -9.7835e-02, -3.4598e-02, -1.5429e-02, -5.7405e-02,\n", - " 2.0642e-02, -2.8590e-02, -6.8071e-02, -7.5334e-02, -4.8628e-02,\n", - " -4.0453e-02, -7.4228e-02, -5.4106e-02, -1.0514e-01, -4.6446e-02,\n", - " -5.5732e-02, -4.6757e-02, -3.6951e-02, -1.5078e-02, -1.4061e-01,\n", - " 8.7417e-03, 1.0586e-02, -1.0612e-01, -8.5275e-03, -7.1212e-02,\n", - " 3.3767e-02, -8.9851e-02, -1.5196e-02, -4.4344e-02, -3.0090e-02,\n", - " -2.5190e-02, 1.9014e-03, -8.4510e-02, -3.1113e-02, -2.4284e-02,\n", - " -5.5333e-02, -4.8818e-02, -3.2881e-02, -1.4534e-02, -1.6910e-02,\n", - " -2.6374e-02, -2.7997e-02, -1.2696e-02, 1.9971e-04, -5.2947e-02,\n", - " -5.5305e-02, -5.5210e-02, -1.5646e-02, -1.9907e-02, -7.2995e-02,\n", - " -5.0182e-02, -2.8904e-02, -7.6838e-02, -4.1030e-01, -4.4682e-02,\n", - " -1.2926e-02, -1.3576e-02, -4.8880e-02, -2.2388e-02, -2.9814e-02,\n", - " -5.6254e-02, -7.4661e-02, -4.0026e-02, -1.7584e-03, -1.0772e-03,\n", - " -3.2441e-02, -6.4202e-02, 7.3877e-03, -2.3857e-02, -2.8361e-02,\n", - " -3.4471e-03, -7.6416e-03, -3.3039e-02, -1.2528e-01, -6.2538e-02,\n", - " 4.4751e-03, -2.3702e-02, 6.6690e-02, -5.3297e-03, -6.4901e-02,\n", - " -3.4022e-02, -7.0986e-02, -4.2420e-04, 6.2338e-03, 7.4419e-04,\n", - " -7.4062e-02, -3.6650e-02, -4.8876e-02, -7.2099e-02, -2.3079e-02,\n", - " -2.7489e-02, -2.9204e-02, -1.1956e-02, -5.7632e-02, -1.3603e-01,\n", - " -3.5237e-02, -8.6895e-02, -8.6527e-02, 1.6948e-02, -4.3703e-02,\n", - " -3.6273e-02, 2.6496e-02, -1.1421e-01, -3.9111e-02, -3.8379e-02,\n", - " -7.0450e-02, -7.3725e-02, -2.8091e-02, -8.0674e-02, -9.0598e-02,\n", - " -1.0157e-01, -1.2004e-01, -3.0780e-02, -3.8558e-02, -5.5876e-02,\n", - " -3.9297e-02, -1.0207e-01, -1.4810e-02, -1.0007e-01, -4.7311e-02,\n", - " -3.4091e-02, 1.4821e-03, -1.1007e-01, -2.9160e-02, -6.8113e-02,\n", - " -4.6947e-02, -1.2606e-02, -3.3736e-02, -6.4685e-02, -3.9513e-02,\n", - " -2.3827e-02, -6.3594e-02, -6.4615e-02, -2.7288e-02, -1.3813e-02,\n", - " -1.8821e-01, -2.1046e-02, -3.8563e-02, -5.3869e-02, -5.7992e-02,\n", - " -4.7478e-02, -5.8891e-02, -4.7414e-02, -1.0252e-01, -3.8033e-02,\n", - " -3.2360e-03, 5.8322e-03, -3.7740e-02, -1.1409e-01, -7.0290e-04,\n", - " -6.6285e-02, -1.0832e-01, -4.5646e-02, -8.4208e-02, -5.4448e-02,\n", - " -2.5062e-01, -5.1225e-02, 6.6958e-02, -7.1123e-02, -7.2297e-03,\n", - " -1.1737e-03, -1.3975e-02, -1.1764e-01, -2.8519e-02, -5.2637e-02,\n", - " -3.5194e-02, -2.9844e-02, -2.6238e-02, -1.0883e-01, 4.7634e-02,\n", - " -6.7663e-02, -7.7689e-02, -1.7273e-02, -1.1139e-01, -1.8778e-02,\n", - " -2.5276e-02, -6.3853e-02, -5.4246e-02, 1.9715e-03, 1.4811e-02,\n", - " 5.9031e-03, -1.0934e-01, 7.5820e-03, -9.1352e-03, -6.1152e-02,\n", - " -6.5646e-03, -6.6989e-03, 5.0139e-02, -4.6572e-02, -5.2098e-02,\n", - " -8.9267e-02, -1.0850e-02, -1.7117e-02, -3.3324e-02, -1.9247e-02,\n", - " 1.6208e-02, -3.4365e-02, -5.7199e-02, -7.0635e-02, -6.4506e-02,\n", - " -6.8236e-02, -4.0036e-02, 1.7157e-03, -5.0003e-02, -2.4505e-02,\n", - " -2.5174e-02, -5.4199e-02, -5.8951e-02, -2.6914e-02, -6.2709e-03,\n", - " -8.8090e-02, -1.2465e-01, -1.7531e-02, -2.7450e-02, 3.2209e-02,\n", - " -5.0641e-02, -1.0313e-01, -4.7239e-02, -2.3382e-02, -2.8086e-02,\n", - " -6.2909e-02, -6.3351e-02, -3.1319e-02, -4.8341e-02, -9.7531e-02,\n", - " -6.7401e-02, 1.3437e-02, -5.8164e-02, -6.4501e-02, -5.8095e-02,\n", - " 1.3405e-02, -3.6890e-02, -3.6888e-02, -7.8711e-02, -1.1046e-01,\n", - " -2.4371e-02, -4.6823e-02, 8.0789e-03, -6.6701e-01, -5.2926e-02,\n", - " -1.1325e-02, -1.4399e-03, -1.0808e-01, -4.1863e-02, -3.6180e-02,\n", - " -5.2937e-02, -5.2122e-02, -7.9372e-02, -3.9934e-02, 1.7669e-02,\n", - " -3.5720e-02, -9.6919e-02, -7.8563e-02, 4.3456e-02, -1.5752e-02,\n", - " -7.3775e-03, -5.2622e-02, -1.4332e-01, -2.4892e-02, 8.7368e-03,\n", - " -5.3342e-02, -5.0091e-02, -5.8282e-02, -1.5009e-01, -2.4953e-02,\n", - " -8.6614e-03, 1.5207e-02, -4.2207e-02, -4.6732e-02, -1.2320e-02,\n", - " -4.9060e-02, -1.0421e-01, -3.4343e-02, -5.9889e-02, -4.5474e-02,\n", - " 2.2524e-02, -3.9818e-02, 9.7119e-03, -4.2121e-02, 6.7828e-02,\n", - " -3.1296e-02, -2.6843e-02, -1.5530e-01, -4.6035e-02, -1.5778e-02,\n", - " -1.2878e-02, -3.0815e-02, -5.4324e-02, -3.9495e-02, -6.7273e-02,\n", - " -3.4010e-02, -2.4445e-02, -9.7994e-02, -4.5251e-02, -7.7136e-02,\n", - " -7.4479e-02, -4.6176e-04, -3.6473e-02, -1.2272e-02, -1.1400e-02,\n", - " 6.4480e-02, -4.6266e-02, -3.7088e-02, -7.8402e-03, 3.3160e-02,\n", - " -4.2512e-02, -9.6050e-02, 1.2693e-02, -8.7282e-03, -7.9768e-02,\n", - " -2.6688e-02, 1.2342e+00, -1.8039e-02, -1.9496e-02, -1.2410e-01,\n", - " -4.1538e-02, -5.3155e-03, -5.9706e-02, -1.2424e-02, -4.7047e-03,\n", - " -6.9884e-02, -6.3183e-02, -6.7926e-02, -1.1283e-02, -5.4642e-02,\n", - " -2.9658e-02, 8.7688e-03, 1.7863e-02, -7.7521e-02, -2.6839e-02,\n", - " -5.4859e-02, -3.8077e-02, -9.4398e-02, -3.1434e-02, -3.1474e-02,\n", - " -1.2879e-02, -4.8862e-02, 4.8742e-02, -8.7172e-02, -3.7206e-02,\n", - " -7.0836e-02, -5.0987e-02, -2.7047e-02, 1.2548e-02, -2.7316e-02,\n", - " -6.1959e-02, -6.3211e-02, -3.3921e-02, -6.0652e-02, -4.4191e-02,\n", - " -4.6352e-02, -7.9696e-03, -8.0579e-02, -3.1754e-02, -5.6834e-02,\n", - " -9.4625e-02, -3.3766e-02, 1.0041e-02, 4.8681e-03, -5.6882e-02,\n", - " 1.8110e-02, 1.4456e-02, -1.7093e-02, -6.4950e-02, -1.4863e-02,\n", - " -4.3046e-02, -3.0155e-02, -3.0272e-02, -4.6320e-03, -1.2794e-02,\n", - " -5.9728e-02, -3.8144e-02, -6.7831e-02, 1.4091e-02, -1.5094e-02,\n", - " 6.2337e-02, -3.8341e-02, -7.2135e-02, -7.3657e-02, -4.3075e-02,\n", - " -8.9091e-02, -4.4390e-02, -9.8070e-02, -4.3190e-02, -1.0500e-01,\n", - " -8.2559e-02, -6.5659e-03, -4.7039e-02, 2.8142e-02, 6.6390e-02,\n", - " -2.8393e-02, 7.1410e-03, -4.8453e-02, -1.2122e-01, -1.2166e-01,\n", - " -1.1018e-02, -8.1017e-02, 1.8763e-02, -7.0300e-02, -1.6904e-02,\n", - " -1.8623e-02, -1.9928e-02, -6.5258e-02, -5.6976e-02, -7.7981e-03,\n", - " 9.8662e-03, -5.8731e-02, -7.4344e-02, 2.4232e-03, -1.5830e-02,\n", - " -2.2368e-02, -4.0641e-02, -1.2160e-02, -8.6705e-02, -1.5942e-02,\n", - " -2.8012e-02, -4.9698e-02, -1.0570e-01, -5.4495e-03, -1.4825e-02,\n", - " -1.9538e-02, -4.2587e-02, -5.9300e-02, -3.5139e-02, -4.9682e-02,\n", - " 1.2428e-02, -4.6710e-03, -7.1063e-02, -7.7453e-02, -1.1406e-01,\n", - " -6.3688e-02, -7.0842e-02, -1.7464e-02, 1.5732e-02, -6.9575e-02,\n", - " -5.0245e-02, 1.6815e-03, -6.3286e-02, -3.5803e-02, -8.6692e-03,\n", - " -1.8495e-02, -6.7725e-02, -2.2573e-02, 1.5954e-02, -4.2736e-02,\n", - " -1.1319e-01, -1.6139e-02, -3.8273e-02, 1.8396e-02, -3.6924e-02,\n", - " -1.4614e-02, -7.8820e-02, -3.9939e-02, 1.7853e-02, -3.5268e-02,\n", - " -5.1438e-03, 2.7042e-03, -1.2847e-02, -8.0948e-02, -2.0056e-02,\n", - " -9.5752e-02, -8.4829e-03, -9.1452e-03, -6.1099e-02, -8.7580e-02,\n", - " 1.0184e-02, -6.3736e-02, -6.0583e-03, -6.6168e-02, 9.5015e-02,\n", - " -9.3529e-02, -4.2957e-02, -1.0764e-02, -2.6883e-02, 2.9078e-03,\n", - " 1.6555e-02, -1.4094e-02, -4.3040e-02, -8.9755e-02, -6.9320e-02,\n", - " -1.8519e-02, -1.0838e-03, -6.7991e-02, -5.3360e-02, -6.4697e-02,\n", - " -7.3795e-03, -2.9285e-02, -8.2708e-02, -4.6001e-02, 6.5025e-03,\n", - " -6.0623e-03, -9.6565e-03, -9.4287e-02, -7.0777e-03, 2.2010e-02,\n", - " -8.5708e-02, -4.1289e-02, -4.7729e-02, -3.6953e-02, -4.0076e-02,\n", - " -1.6337e-02, -8.1847e-02, -1.1734e-01, -2.8326e-02, -1.1577e-02,\n", - " -5.4508e-02, -3.5414e-02, 1.9469e-02, -8.9905e-02, 2.4397e-02,\n", - " -8.5392e-03, -6.6797e-02, -6.4009e-02, -6.3319e-02, -1.7018e-02,\n", - " -5.7650e-03, -1.0963e-01, 2.4166e-03, -5.2971e-02, -3.1823e-02,\n", - " -5.1509e-02, -5.2670e-02, -5.1378e-02, 1.2320e-02, -5.8371e-02,\n", - " -5.2755e-02, -4.5402e-02, -1.7602e-02, -7.9624e-02, -4.9163e-02,\n", - " -4.5584e-02, -2.9496e-02, 1.5783e-02, -5.8591e-02, -1.2061e-01,\n", - " -6.3204e-02, -6.0637e-02, -4.7426e-02, 5.2212e-03, -1.0803e-02,\n", - " -8.8708e-02, -8.4110e-03, -4.1089e-02, -6.1244e-02, -6.9400e-02,\n", - " 5.9572e-02, -6.2619e-04, -3.9389e-02, -2.0552e-02, 3.3747e-02,\n", - " -1.2618e-01, -4.6918e-02, -4.4600e-02, -5.4035e-02, -5.6527e-02,\n", - " -5.9106e-02, -8.9185e-02, 1.6636e-03, -7.0490e-02, -7.8546e-02,\n", - " -9.4421e-02, -6.7967e-02, -1.1163e-01, -1.5173e-01, -2.0537e-02,\n", - " -3.0213e-02, -8.1726e-02, -1.1522e-01, -5.6791e-02, -4.1666e-02,\n", - " 2.8827e-02, -6.0505e-02, 3.4731e-02, 3.6714e-02, -6.2664e-02,\n", - " 3.2626e-02, -7.2699e-02, -1.1528e-01, -6.3234e-02, -1.0146e-01,\n", - " -1.1614e-01, -4.8142e-02, -1.0865e-01, -6.9105e-02, -3.3361e-02,\n", - " -2.5578e-02, -1.3720e-01, -1.0591e-01, -5.5810e-02, -4.9357e-02,\n", - " -7.5403e-02, -2.2140e-02, -1.1475e-01, -2.2073e-02, -9.0478e-02,\n", - " -3.7927e-02, -5.4683e-02, -1.2830e-01, -9.2655e-02, -6.7291e-02,\n", - " -1.1527e-01, 5.0327e-03, -8.8101e-03, -1.7784e-02, -1.1600e-01,\n", - " 2.9478e-03, -1.0082e-01, -6.8860e-02, -7.0515e-02, -2.1972e-02,\n", - " -7.5812e-02, -1.2126e-02, -7.8754e-02, -3.5369e-02, -5.8462e-02,\n", - " -2.3800e-02, -5.0041e-02, -1.0561e-01, -2.2384e-02, -5.1946e-02,\n", - " 1.3943e-02, 1.0339e-03, 5.1043e-03, -3.4733e-02, -4.6358e-02,\n", - " -6.1365e-02, -1.4683e-02, -3.9663e-03, -2.7667e-02, -3.0266e-02,\n", - " -9.8227e-02, -2.9119e-02, 6.8651e-03, -3.5015e-02, -9.4804e-02,\n", - " -8.8822e-02, -1.5799e-01, -2.5026e-02, -2.3272e-02, -4.6642e-02,\n", - " 1.8524e-02, -8.2921e-02, -7.5322e-02, -9.0289e-02, -2.9547e-02,\n", - " -9.8346e-02, 2.5116e-02, -6.2788e-02, -8.0618e-02, -5.6549e-02,\n", - " 3.7705e-01, -8.2464e-02, -5.7788e-02, -5.6724e-02, -6.7727e-02,\n", - " -5.0570e-03, 2.6409e-02, -9.3525e-03, -6.7059e-03, 1.7871e-02,\n", - " -4.7371e-02, -4.6696e-02, -1.0365e-02, -7.4026e-02, -8.8747e-02,\n", - " -3.5788e-02, -2.9538e-02, -5.2848e-02, -3.8083e-02, -7.7811e-02,\n", - " -5.1079e-02, -4.2770e-02, 2.6733e-02, -5.9677e-03, -7.4430e-03,\n", - " -9.0626e-02, -2.0063e-02, -2.0051e-02, -4.1825e-02, -7.8440e-02,\n", - " -3.3627e-02, -4.4238e-02, -2.2995e-02, -6.5732e-02, 4.6892e-03,\n", - " 1.6609e-02, 1.9837e-02, -5.4074e-02, -1.7401e-02, -2.0425e-02,\n", - " -5.9345e-02, -1.1818e-02, -5.0286e-02, 4.0857e-02, -3.0308e-03,\n", - " -3.4822e-02, -5.7651e-02, -4.0377e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 5.0130e-02, 1.1887e-01, 2.1868e-01, 8.7210e-02, -2.0477e-01,\n", - " 2.2648e-01, -3.4360e-01, 6.4057e-02, -4.1554e-01, 1.1557e-01,\n", - " 2.8522e-01, -1.0724e-01, 2.1037e-01, 6.5960e-02, -8.9728e-02,\n", - " -6.1263e-02, 1.1344e-01, -1.9265e-01, -1.2109e-02, -2.4905e-01,\n", - " 7.1558e-02, -2.0746e-01, -1.8167e-01, -1.9616e-02, 5.7593e-02,\n", - " -4.0425e-02, 3.1487e-01, -1.6641e-01, 3.6615e-01, 2.8458e-02,\n", - " -8.9834e-02, -4.3720e-02, -1.2218e-01, 1.1063e-01, 4.6565e-02,\n", - " 5.6489e-02, 2.5875e-01, 1.0859e-01, -2.2724e-01, -1.5846e-01,\n", - " -2.0762e-01, -2.8562e-01, -1.6824e-01, 1.7382e-01, 2.8304e-02,\n", - " -8.5946e-02, -1.2882e-01, -3.9624e-05, 1.3995e-01, -1.4809e-01,\n", - " -1.4983e-01, 8.0181e-02, -2.4638e-01, 1.3984e-01, -4.8627e-01,\n", - " -3.8021e-02, 7.8774e-02, -5.4215e-01, 1.8015e-01, -2.4764e-01,\n", - " -8.2056e-02, 2.0403e-01, -1.2871e-01, 1.7048e-01, 3.3818e-01,\n", - " -5.3207e-01, 2.6975e-01, 1.5490e-01, 2.6109e-01, -6.6078e-02,\n", - " -1.0768e-01, 6.7982e-02, 5.1441e-03, -1.7760e-01, -8.6212e-03,\n", - " -1.2084e-01, 2.7072e-02, 9.5277e-02, -1.1946e-01, -1.7435e-01,\n", - " 1.2826e-02, -1.4399e-01, 5.4034e-02, -7.1218e-02, -1.0277e-01,\n", - " -8.0027e-02, 1.2395e-01, 1.2472e-01, 2.8782e-01, -2.4318e-01,\n", - " 6.9833e-02, -1.5565e-01, 5.3963e-02, 2.2090e-01, -6.5430e-02,\n", - " -2.9557e-01, 1.9449e-01, -2.0094e-02, -3.5260e-02, -1.2373e-01,\n", - " 1.1984e-01, 1.1227e-01, 4.9598e-02, 2.9100e-01, -1.6697e-01,\n", - " 9.0494e-02, -5.6501e-02, 1.8282e-01, 1.1605e-01, -1.1072e-01,\n", - " -1.3768e-01, -1.3056e-01, 5.1009e-03, 3.5995e-02, -2.2659e-01,\n", - " -1.7014e-01, -3.6584e-02, 1.4101e-01, 1.6270e-01, -1.3676e-01,\n", - " 4.6082e-01, -1.5044e-02, 2.6074e-01, 2.4027e-01, -3.2432e-01,\n", - " -1.0082e-01, -6.3582e-03, -1.2997e-01, 1.7895e-01, -5.6416e-03,\n", - " -3.2919e-02, 9.1986e-03, 3.9944e-02, -4.8234e-03, -1.0553e-02,\n", - " 4.5920e-02, -5.7454e-02, -5.0634e-03, 3.1936e-02, 2.5940e-02,\n", - " 2.4509e-02, 5.9364e-03, -7.3236e-02, 4.9799e-02, -6.5353e-02,\n", - " -3.0103e-02, -5.1781e-02, 1.8562e-02, -1.2511e-02, -2.4903e-02,\n", - " -1.9358e-02, -2.2507e-02, -5.2231e-02, 8.5270e-02, 5.6999e-03,\n", - " 5.2514e-02, -7.0874e-02, 3.2521e-02, 5.5978e-02, 3.1149e-02,\n", - " -3.7748e-02, -1.6950e-02, -1.9682e-02, -7.0004e-02, 6.0100e-02,\n", - " -3.0003e-02, -1.9542e-02, -2.6614e-02, -5.4306e-02, -3.2268e-02,\n", - " -2.3941e-02, 4.8159e-02, -6.7734e-02, 9.6824e-03, 6.2304e-02,\n", - " 1.5483e-02, 4.7038e-02, -4.1295e-02, -2.6080e-02, 7.5054e-02,\n", - " -9.9345e-03, 6.7070e-02, -5.5948e-03, -4.9686e-02, 6.9155e-02,\n", - " -1.2513e-02, -9.6080e-03, 1.4420e-02, 8.9716e-02, -3.2649e-02,\n", - " 1.3103e-02, -5.8897e-02, -2.8231e-01, -2.1987e-01, 7.4569e-02,\n", - " -1.9329e-01, -2.3904e-01, -2.0547e-01, 1.4832e-01, -2.0592e-01,\n", - " -1.0556e-01, -3.3246e-01, 2.9869e-01, 1.4742e-02, -3.4112e-02,\n", - " -5.1247e-02, 1.7858e-01, -1.5464e-01, 4.4350e-01, -3.4233e-01,\n", - " 6.0810e-02, -4.8418e-01, -1.7234e-01, 5.5829e-01, -1.9054e-01,\n", - " -1.7085e-01, -6.5740e-02, 4.6172e-01, 1.1685e-01, -1.0867e-01,\n", - " 2.5521e-02, 9.3015e-02, -3.3565e-01, 9.7723e-02, 1.1447e-01,\n", - " 2.5188e-01, 2.4162e-01, -3.2859e-02, 1.1418e-01, -1.3454e-01,\n", - " 1.1214e-01, 1.9344e-01, 2.8808e-01, 3.6662e-02, -9.1874e-02,\n", - " -1.8925e-02, 8.3655e-02, -2.9657e-01, 4.3850e-01, -3.1043e-01,\n", - " 2.6670e-01, -2.4112e-01, 1.0252e-01, -1.7780e-04, -7.8823e-02,\n", - " -2.7052e-01, -8.6674e-03, 1.0519e-02, 2.3936e-01, -2.9538e-01,\n", - " 8.4221e-02, 3.3672e-02, 1.9706e-01, -6.2164e-02, -2.4718e-02,\n", - " 8.7717e-02, -2.5071e-01, 1.5706e-01, 2.3768e-01, 3.9946e-01,\n", - " 1.1246e-01, -1.7711e-01, -3.4676e-01, -4.5355e-01, 7.5780e-02,\n", - " -7.4163e-02, -5.9656e-03, 1.8497e-01, 4.2538e-01, 2.2415e-02,\n", - " -1.9526e-01, -8.4955e-02, -2.0987e-01, -3.9819e-01, -1.6228e-01,\n", - " -1.0210e-01, 1.6659e-01, 1.4552e-01, -2.1444e-01, -1.1108e-01,\n", - " 7.1328e-02, -1.7965e-01, 5.0596e-03, -1.4955e-01, -2.5073e-01,\n", - " -2.3035e-01, 1.9926e-01, -1.9052e-01, -5.7047e-02, -2.4461e-02,\n", - " -4.0321e-01, 1.3474e-01, -4.3975e-03, -2.7324e-01, -1.3796e-01,\n", - " 6.3967e-02, 2.7403e-01, 1.9344e-01, -1.2892e-01, -1.6142e-02,\n", - " 3.8657e-01, 1.5079e-01, 9.9633e-02, 6.6772e-01, 1.5956e-01,\n", - " 1.2797e-01, 1.6047e-01, 1.4334e-01, -7.4570e-02, -3.9579e-01,\n", - " 1.7510e-02, -3.4705e-02, 1.4462e-01, 1.2939e-01, -1.1103e-01,\n", - " 4.3722e-02, -1.4519e-01, 6.8075e-02, 3.0203e-02, -4.9669e-02,\n", - " 3.4470e-01, 1.4825e-02, -1.2054e-01, -3.6352e-01, 1.1949e-02,\n", - " -1.1544e-01, 5.5563e-01, 6.3900e-01, -9.1271e-02, 5.7076e-02,\n", - " 1.8457e-02, -1.9434e-01, 5.8411e-01, 1.5039e-01, -2.1969e-01,\n", - " 8.3831e-02, 3.5248e-01, -2.1035e-01, 1.2112e-01, -1.5372e-01,\n", - " 7.9632e-02, -2.5212e-01, -4.9995e-02, 4.1693e-01, 1.3844e-01,\n", - " 8.8435e-02, 7.5546e-01, 2.8799e-01, 7.1233e-03, 1.6018e-01,\n", - " -4.3708e-01, 4.0694e-02, -2.8835e-01, -1.8012e-01, 7.6160e-01,\n", - " 6.1730e-02, 2.0175e-01, 2.5984e-01, -1.8264e-01, -1.3711e-01,\n", - " 1.8038e-01, 9.9823e-02, 2.9867e-03, 3.7477e-01, -7.3096e-02,\n", - " -5.5421e-02, 7.9605e-01, -3.7314e-01, 4.5567e-01, 3.8785e-01,\n", - " -4.6460e-01, -3.1176e-01, -9.7430e-02, 1.1275e-01, 1.7523e-01,\n", - " -1.7209e-01, 2.6395e-01, 5.0246e-01, -2.1430e-01, -1.3977e-01,\n", - " 1.2911e-01, 2.6221e-01, 1.2876e-01, 1.8243e-02, 1.9331e-02,\n", - " 2.0036e-01, -3.7061e-03, -5.2489e-02, -3.8090e-02, 1.7509e-01,\n", - " 1.4210e-01, 2.6394e-01, -2.4669e-01, -2.0842e-01, 7.3437e-02,\n", - " 8.0304e-02, -8.8610e-02, 9.5805e-02, -2.8193e-03, 9.6245e-02,\n", - " -5.9579e-02, 1.8303e-02, -5.2196e-02, 2.4602e-03, -8.9981e-03,\n", - " -1.4188e-01, 1.6982e-01, 1.4684e-02, 8.0432e-02, 1.4415e-01,\n", - " -7.9289e-02, -4.3563e-02, -1.3048e-01, 9.0140e-02, -1.1332e-01,\n", - " 6.5817e-02, -2.8919e-02, -5.0692e-02, -6.8233e-02, 1.2676e-01,\n", - " -7.7853e-03, -1.1944e-01, -7.1633e-02, 3.8406e-02, 5.1482e-02,\n", - " -2.3815e-01, -7.2538e-02, 5.0957e-01, -7.4238e-02, -1.2476e-01,\n", - " -7.3363e-02, 2.0673e-01, -3.3949e-02, -1.0945e-04, -1.1571e-02,\n", - " -2.1345e-01, 2.1062e-01, 4.1730e-02, -5.9223e-03, 3.1824e-01,\n", - " -1.7664e-01, -2.7752e-02, -1.7509e-02, -2.5941e-01, -5.6525e-02,\n", - " 2.2949e-01, 5.6018e-02, 5.1439e-02, 4.4295e-01, -6.6992e-02,\n", - " 1.8303e-02, 1.6685e-01, 1.9616e-01, 8.3671e-02, 5.5415e-01,\n", - " -1.4475e-01, -3.9549e-01, -1.6309e-02, 3.3830e-01, 1.1835e-01,\n", - " -3.6023e-01, -4.5967e-01, -1.0929e-01, 1.9510e-01, -8.4783e-02,\n", - " 1.7358e-01, -1.9851e-01, 3.5490e-02, 9.7441e-02, -3.1306e-01,\n", - " 2.6871e-01, 1.3092e-01, -7.5986e-02, -5.5100e-01, -1.9846e-01,\n", - " -1.8693e-01, 2.4242e-01, -3.1841e-01, 3.2628e-02, -2.6412e-01,\n", - " 6.1704e-02, 1.4636e-01, 2.6656e-01, 2.6279e-01, 1.6979e-01,\n", - " 3.0427e-01, 3.4861e-02, 1.0094e-01, 3.0639e-01, -1.0081e-01,\n", - " 3.4950e-01, 7.8413e-01, 5.2060e-01, 2.1603e-03, -7.0045e-03,\n", - " -4.1164e-01, -4.8645e-01, -4.4651e-01, 3.3513e-01, -1.1313e-01,\n", - " -3.9717e-01, 3.8403e-01, -2.3518e-01, -6.8511e-02, -1.0130e-01,\n", - " -1.5456e-01, -3.1723e-01, 1.4869e-01, -4.2325e-02, -5.3928e-01,\n", - " -1.3634e-02, 4.4899e-01, 2.1111e-01, 8.5819e-02, -4.3049e-01,\n", - " -8.3070e-01, -2.2593e-01, -2.0729e-01, 2.3948e-01, -1.5970e-01,\n", - " -3.6727e-01, 8.4436e-02, 8.1711e-03, -5.3988e-02, 1.2152e-01,\n", - " 5.3374e-01, 1.3877e-01, -1.0957e-01, -7.8825e-02, -2.0775e-01,\n", - " -1.7110e-01, 9.0019e-02, -5.4240e-02, 1.1426e-02, 5.0588e-01,\n", - " 9.0979e-02, 2.6900e-01, -2.9941e-01, -4.1123e-01, 1.7487e-01,\n", - " -4.8576e-02, 2.7232e-01, -4.5879e-01, 1.1320e-01, 7.7917e-02,\n", - " -1.9511e-01, 9.0838e-02, -2.7221e-02, 3.0969e-01, 1.3033e-01,\n", - " -4.9067e-01, 1.0965e-01, -3.1539e-01, -2.0408e-02, -8.4141e-02,\n", - " 4.9824e-01, 2.5152e-01, 1.5938e-01, 1.8462e-01, 3.6651e-01,\n", - " -9.1929e-02, -5.0355e-01, -5.0853e-01, 2.4071e-01, -1.8947e-01,\n", - " -1.9674e-01, 2.3726e-01, 2.3691e-01, 3.6136e-01, -1.4146e-01,\n", - " -2.5364e-01, -1.4089e-01, 5.2075e-01, -2.7502e-01, 5.7724e-02,\n", - " 1.7701e-01, -2.4592e-02, 6.1815e-02, -1.7824e-02, 7.1862e-02,\n", - " 1.9092e-01, -1.4360e-01, 6.1019e-02, 2.2350e-01, -7.7964e-02,\n", - " -4.3328e-02, 1.7803e-01, 7.6450e-02, 1.6623e-01, -6.7891e-02,\n", - " -2.3149e-01, 1.7047e-01, -2.0200e-02, -3.5068e-02, 8.5247e-03,\n", - " -9.5607e-02, -2.3400e-01, -1.5214e-01, -4.5329e-02, 2.6065e-01,\n", - " 1.1526e-01, 1.8007e-01, -3.8886e-02, -1.6848e-01, 2.4758e-01,\n", - " 5.4496e-02, -5.3286e-02, -8.9750e-02, -1.1491e-01, -1.1738e-01,\n", - " -1.7055e-01, -4.1841e-02, 1.2854e-01, 8.8451e-02, 1.2169e-01,\n", - " -1.9706e-01, -3.5176e-02, 4.0673e-02, -1.5466e-01, 3.3641e-01,\n", - " 1.1405e-01, 2.8445e-02, -1.4156e-01, -1.5457e-01, 9.3087e-02,\n", - " 3.6545e-02, 4.2470e-02, -8.3606e-02, 1.0506e-01, 8.1112e-02,\n", - " -1.2319e-01, -7.9738e-02, 3.0404e-02, 2.2610e-01, -2.3057e-01,\n", - " 1.2007e-01, 6.6130e-02, -1.0911e-01, 2.1609e-01, 7.3638e-02,\n", - " 1.5479e-01, 3.4500e-01, -2.7938e-01, 5.7017e-01, -1.1569e-01,\n", - " 2.4812e-01, -6.9649e-02, -2.7978e-01, -1.2075e-01, 1.1278e-01,\n", - " -1.6568e-01, -4.5727e-02, 2.3313e-02, 3.2640e-01, -2.2461e-01,\n", - " -8.2861e-02, -5.8357e-01, -3.9771e-02, 2.9434e-01, -2.3609e-01,\n", - " -5.3624e-01, 1.0189e-01, -1.8835e-01, 2.4618e-01, -1.0786e-01,\n", - " -7.9863e-02, -7.3921e-02, 3.8703e-02, -2.5798e-01, 4.7645e-03,\n", - " -2.3076e-01, 9.6446e-02, 1.0595e-01, 2.1178e-01, 3.2419e-01,\n", - " -1.3776e-01, -1.5145e-01, 3.0578e-01, 4.3816e-02, 8.1696e-02,\n", - " 3.4741e-03, 3.6626e-01, 1.7579e-01, 1.0635e-01, 1.5077e-01,\n", - " -3.0174e-01, -1.8396e-01, -1.2838e-01, 1.3289e-01, -1.0084e-02,\n", - " 6.4295e-02, -3.6652e-03, -1.7156e-01, 2.1100e-01, 4.2541e-01,\n", - " -2.0022e-01, 9.4931e-02, 1.8836e-01, -2.3158e-01, 3.2177e-01,\n", - " -1.6557e-02, -1.4628e-02, 2.9085e-02, -1.9244e-01, 4.9188e-02,\n", - " 1.0409e-01, 4.2626e-01, 2.3523e-01, 4.4313e-01, -3.6384e-02,\n", - " 1.1373e-01, -9.6126e-03, 2.3600e-01, -1.0489e-01, -1.2586e-01,\n", - " 3.0308e-01, 6.5636e-01, 1.8376e-01, -1.0827e-02, -1.0237e-01,\n", - " -2.8121e-01, 4.9903e-01, -9.4880e-02, -1.5334e-01, -5.1055e-02,\n", - " 8.2555e-02, -4.1501e-01, 1.9477e-01, 5.8070e-02, 7.0947e-02,\n", - " 1.0771e-02, -4.8819e-02, 3.6631e-01, 8.3896e-02, 4.0893e-01,\n", - " 4.5631e-01, 3.2684e-01, 4.7213e-01, 2.4745e-01, 8.8205e-03,\n", - " -1.4258e-01, -8.1988e-01, -2.4345e-01, -7.6428e-02, 1.5556e-01,\n", - " -2.0622e-01, -5.8932e-01, 1.5509e-01, 5.9741e-02, 1.1991e-01,\n", - " -1.1299e-01, -1.5199e-01, 4.3523e-01, -1.5052e-01, 9.4984e-03,\n", - " 4.5568e-01, 9.4621e-03, 1.6628e-01, 6.1444e-02, 5.3525e-02,\n", - " -8.2070e-02, 2.8694e-01, 9.8581e-02, -1.5380e-01, -1.9750e-01,\n", - " 2.6130e-01, 1.8281e-01, 1.5343e-01], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-7.7980e-04, -6.5806e-04, -1.0521e-04, 1.1914e-03, -1.8009e-03,\n", - " -2.7502e-03, -7.8233e-04, 2.5860e-03, -2.2570e-02, -2.6881e-03,\n", - " 2.3669e-03, 3.2777e-03, 1.7142e-03, 1.7085e-03, 4.7215e-04,\n", - " -4.3301e-03, 1.2966e-03, 3.8041e-03, 5.5218e-05, -2.4422e-03,\n", - " -2.8807e-03, -3.4955e-03, -3.4653e-03, 2.6404e-03, -5.9517e-03,\n", - " -3.8325e-03, 5.8708e-03, -2.6597e-03, 4.1050e-03, 2.5653e-03,\n", - " -3.9080e-03, 4.9746e-03, -2.3052e-03, 1.9391e-03, 6.0000e-03,\n", - " 2.3973e-03, 7.9802e-05, 4.9902e-04, -2.0522e-03, -2.3937e-03,\n", - " -1.8747e-03, 3.5503e-03, -1.5680e-04, 5.1923e-04, -3.8865e-04,\n", - " -5.5323e-03, 2.4720e-03, -1.7647e-03, 1.8318e-03, 4.0571e-03,\n", - " -1.6462e-03, 1.8299e-04, -2.5929e-03, -4.7880e-03, -7.7311e-04,\n", - " 4.5449e-03, 2.3443e-03, -3.8923e-03, 3.0964e-03, -6.2480e-03,\n", - " 2.9857e-03, 4.5695e-03, 5.4555e-04, -7.6326e-03, -6.1901e-03,\n", - " 2.1954e-03, -2.0032e-03, -5.5015e-03, 4.7041e-03, 8.0262e-03,\n", - " -6.5731e-04, 5.1535e-03, 6.6659e-03, -1.6829e-03, -1.2338e-03,\n", - " -4.1165e-03, 5.8288e-03, 6.5286e-03, -2.8862e-03, -5.5435e-03,\n", - " -4.1922e-03, 3.4933e-03, -2.5085e-03, 2.6705e-03, -1.9673e-03,\n", - " 1.4505e-03, -5.2694e-04, 3.4777e-03, -2.1290e-03, -1.0827e-02,\n", - " 5.7160e-04, -1.2771e-02, 1.2197e-02, 9.2011e-04, -7.0105e-05,\n", - " -2.5185e-03, -2.5450e-03, 1.4186e-03, 3.5430e-03, -1.0059e-02,\n", - " -9.0462e-03, -2.1483e-03, -7.2961e-03, 1.6446e-03, -1.9546e-03,\n", - " 1.6745e-03, 3.0747e-05, 6.8765e-04, 4.6925e-05, -4.6175e-03,\n", - " 1.4915e-03, -1.8102e-03, 5.8387e-03, 2.6187e-03, 8.0551e-04,\n", - " -3.7605e-04, 4.7826e-03, 4.5015e-03, 1.8880e-03, 2.0086e-03,\n", - " -3.0556e-03, 1.1215e-03, -3.3826e-03, -1.6811e-03, 2.6084e-03,\n", - " -2.3130e-03, 9.7316e-03, 4.0729e-03, 3.3158e-02, -3.9357e-03,\n", - " -5.8574e-03, -8.3691e-03, -4.3808e-03, 9.6372e-04, 2.7483e-03,\n", - " 9.2655e-04, -9.5048e-03, 5.4070e-03, 4.4320e-03, -5.7101e-03,\n", - " 7.0762e-03, 3.9604e-03, -4.0571e-03, 5.1850e-03, -2.2990e-03,\n", - " -1.6759e-03, 3.5689e-03, -8.1071e-04, -8.3714e-03, 2.4655e-06,\n", - " 8.8419e-03, -4.9797e-03, 2.9355e-03, 3.7562e-03, 2.3886e-03,\n", - " -1.3101e-02, 2.7496e-03, -3.6806e-03, 5.4301e-04, 3.3448e-04,\n", - " -3.5470e-03, -3.4434e-04, 2.0638e-02, 6.3679e-03, 4.3933e-03,\n", - " -7.7175e-03, 2.5263e-03, 6.5277e-03, 1.0303e-04, 9.2934e-03,\n", - " 4.5492e-03, -3.1950e-03, 5.3094e-03, -8.3932e-03, 1.7044e-03,\n", - " -1.6819e-03, 1.6287e-03, 2.5236e-03, -8.7690e-04, -8.4405e-03,\n", - " 5.1847e-03, 2.9581e-03, -8.6386e-03, -4.4322e-03, -2.2902e-03,\n", - " 7.4777e-03, -5.2038e-03, 1.0842e-03, 6.3830e-03, 4.6294e-03,\n", - " -4.4676e-03, -1.4646e-02, -2.4057e-03, -1.0346e-03, -1.0573e-03,\n", - " 1.2500e-03, 2.8151e-03, 6.4751e-03, -3.0001e-03, 1.8604e-03,\n", - " 3.2033e-03, 3.3507e-03, 3.8772e-03, -1.0555e-03, 3.5869e-03,\n", - " 2.9678e-03, 2.2149e-03, -6.3072e-05, 2.4339e-04, -1.5107e-03,\n", - " 8.0292e-04, 5.0392e-03, -1.8044e-03, -3.5083e-03, -4.3115e-04,\n", - " -1.2534e-03, 4.0202e-03, -2.8886e-03, 1.6242e-03, -1.4304e-03,\n", - " 2.4730e-03, 3.2120e-04, 1.5405e-03, 2.3828e-03, -1.3154e-02,\n", - " -9.1298e-03, -3.3335e-03, -1.6285e-03, -7.3392e-03, -4.1661e-03,\n", - " -7.2247e-04, 6.0622e-04, -1.3110e-04, -3.1256e-03, -1.6078e-03,\n", - " 8.9988e-03, 5.2480e-03, -3.8470e-03, 2.5489e-03, -8.3292e-04,\n", - " -9.3382e-04, -2.3466e-03, -6.4202e-03, -5.4375e-03, -1.0460e-03,\n", - " -8.6690e-04, 9.9264e-04, -1.3279e-03, -3.3971e-03, -4.1026e-03,\n", - " -2.0531e-03, -4.4115e-03, 4.9086e-04, -2.7030e-03, 4.8619e-03,\n", - " -4.1838e-03, -2.6691e-04, 3.2127e-03, 2.1037e-03, 5.1669e-03,\n", - " -2.0005e-04, -3.6263e-03, -5.4068e-03, -2.5229e-03, 6.4348e-03,\n", - " 3.3690e-04, -4.2479e-03, 8.0654e-04, -7.7276e-03, 9.2269e-04,\n", - " -2.4067e-03, -3.0091e-03, 3.1880e-03, -8.5397e-03, -2.6227e-03,\n", - " 1.1948e-03, -1.8824e-03, -2.7381e-03, 1.9049e-03, -9.1579e-03,\n", - " 6.0436e-03, 2.6585e-03, 2.3298e-03, -6.6079e-03, 1.2441e-02,\n", - " 3.5928e-03, 1.5441e-03, -5.5536e-03, -3.7747e-03, 2.9258e-03,\n", - " -3.2777e-03, -3.6607e-03, -2.5393e-03, 3.6387e-03, 2.5710e-03,\n", - " -5.8111e-04, 1.0417e-02, 3.9542e-03, -5.3282e-03, -1.0404e-03,\n", - " 7.7495e-03, -4.3610e-03, -1.1252e-03, 5.4011e-04, 3.0494e-03,\n", - " 5.4364e-03, -3.0751e-03, 3.2636e-03, -1.8717e-03, 2.1970e-03,\n", - " -5.7621e-04, 2.5957e-03, 1.4918e-03, -2.4306e-03, -1.9329e-03,\n", - " -3.2307e-03, -1.1912e-02, 8.8809e-03, 2.5453e-03, -1.9595e-03,\n", - " -6.3161e-03, -1.3533e-02, -1.4055e-02, -5.8536e-03, -5.1156e-03,\n", - " -9.1114e-05, 6.3963e-03, 1.4257e-02, -6.1021e-04, 2.2210e-03,\n", - " 5.9605e-03, 2.2709e-04, 6.7200e-03, -5.4176e-03, -2.1599e-03,\n", - " -3.0826e-03, -3.7544e-03, 1.6585e-03, -2.3840e-03, -1.1991e-03,\n", - " -1.1667e-03, -5.3543e-03, -4.0198e-04, 5.4359e-03, -3.5473e-03,\n", - " -4.3826e-03, 6.3052e-03, 5.3327e-03, -1.7406e-03, -1.3597e-02,\n", - " 9.1391e-04, 3.7985e-03, -3.9346e-03, -2.1155e-03, 8.7951e-03,\n", - " -1.1909e-02, 5.5996e-03, -3.5501e-03, 1.5334e-02, 6.5179e-03,\n", - " -3.9729e-03, -7.4206e-03, 7.4139e-03, -1.9055e-03, 2.3612e-03,\n", - " -1.1238e-02, -2.9476e-03, -1.7415e-02, -1.7678e-03, -1.1767e-03,\n", - " -2.2893e-03, -4.6260e-03, 5.0488e-03, 1.9066e-04, -4.3138e-03,\n", - " -9.5225e-04, -5.9966e-04, 7.7655e-04, 4.9846e-03, -4.6708e-04,\n", - " 5.4228e-03, 8.7103e-03, -4.8813e-03, 3.7611e-03, 2.1191e-03,\n", - " -6.8024e-03, -2.7951e-03, 3.1339e-03, -9.4608e-05, -1.0741e-03,\n", - " 5.4122e-03, 9.2780e-03, 2.5490e-03, 4.9811e-03, 7.9523e-03,\n", - " 3.1308e-03, -3.8672e-03, -3.1193e-03, 5.7576e-04, 2.2750e-03,\n", - " 3.5901e-03, -1.6208e-03, 8.4059e-04, -7.0913e-04, -1.6487e-03,\n", - " -3.3045e-03, -7.6376e-04, -3.9418e-04, -3.9272e-04, 4.0530e-03,\n", - " 2.5568e-03, -8.0097e-03, -5.9956e-04, 1.4689e-03, -4.9968e-03,\n", - " -4.1456e-03, 1.7927e-03, -1.9524e-03, -2.9090e-03, -1.7050e-03,\n", - " -9.6934e-04, -4.9693e-03, -2.8804e-03, 2.8753e-03, 1.8471e-03,\n", - " -3.5075e-03, -3.2588e-03, 3.5774e-03, -1.5532e-03, 4.1343e-03,\n", - " -2.8292e-04, 8.5009e-03, 7.4510e-03, -5.7594e-03, -1.9755e-03,\n", - " -1.7901e-03, -8.2944e-04, -1.7002e-03, -3.0182e-03, -9.5820e-04,\n", - " -7.4499e-04, -2.5865e-03, 3.4379e-04, -3.4571e-03, 2.8764e-03,\n", - " 1.0027e-03, -1.4246e-04, -3.7130e-03, -1.4341e-03, 1.8129e-03,\n", - " 1.8307e-03, -4.8006e-03, 1.9188e-03, 1.1575e-02, -5.8070e-03,\n", - " -1.0208e-02, 1.2869e-02, 2.2097e-04, -9.7891e-04, 1.7213e-03,\n", - " 2.0133e-03, 6.4054e-03, 6.5047e-04, 1.9842e-03, 6.1641e-03,\n", - " -6.0819e-03, -5.5761e-03, 5.0444e-03, 3.0619e-03, 2.5571e-03,\n", - " 3.7050e-03, -5.4695e-03, 4.3742e-04, 3.5363e-03, -3.4058e-03,\n", - " -4.0434e-03, -1.8076e-02, 4.2477e-03, -1.8634e-03, -6.6455e-03,\n", - " -2.7215e-03, -5.4903e-03, -1.2667e-03, 7.8642e-03, 2.2318e-03,\n", - " 4.2974e-04, 4.3467e-03, 2.2900e-03, -1.2665e-03, -6.3440e-03,\n", - " -2.4504e-03, -8.1339e-03, -6.3484e-03, 2.1217e-04, -3.9087e-04,\n", - " -2.7943e-03, 3.5598e-03, -3.3474e-04, 5.6040e-03, 9.1944e-03,\n", - " -2.2236e-03, -1.8260e-03, 1.2461e-03, -1.7190e-03, -9.4363e-04,\n", - " 4.5357e-04, -5.1931e-03, 1.9887e-03, -9.6306e-04, 2.2765e-03,\n", - " -2.0058e-02, 4.2592e-03, 1.7020e-03, 3.1692e-03, 7.1921e-04,\n", - " -2.8597e-03, -6.8326e-03, -2.6993e-03, -9.3574e-03, 6.2351e-03,\n", - " -7.3901e-04, 5.7935e-03, -1.0155e-03, 4.8164e-03, 2.6249e-03,\n", - " -2.8891e-03, -3.3473e-03, -2.9976e-03, 1.9446e-03, 1.3205e-03,\n", - " -2.5491e-03, -1.9851e-03, 3.9177e-03, 3.7030e-03, 2.3339e-03,\n", - " -2.8783e-03, 1.4636e-03, -3.2535e-03, -9.5034e-03, 2.8271e-03,\n", - " -9.3190e-03, -8.2312e-05, 2.7465e-03, 2.1135e-04, -7.4581e-03,\n", - " 1.3575e-02, 2.9917e-03, -6.5620e-03, 2.8324e-04, 8.0884e-03,\n", - " -8.2170e-03, -4.3072e-03, 3.2660e-03, -1.5638e-04, 1.1665e-02,\n", - " 3.5811e-03, -2.6998e-03, 8.6581e-03, 9.2929e-03, 9.2497e-03,\n", - " -7.1043e-03, -4.5374e-04, 5.2602e-03, 9.8420e-04, -7.9500e-03,\n", - " -8.1448e-03, -3.7335e-03, -8.4095e-03, 9.2634e-03, 2.8333e-03,\n", - " -3.6720e-03, -2.3433e-03, -2.0668e-03, -1.2748e-02, -3.5524e-03,\n", - " -2.0240e-03, 4.8800e-04, -9.0661e-05, 1.9597e-03, 2.5359e-03,\n", - " -1.1524e-03, -3.3582e-03, -3.0711e-03, 3.3554e-03, 4.8448e-03,\n", - " 8.4079e-03, 3.9626e-03, -7.8786e-03, -7.3669e-03, 5.0285e-03,\n", - " 4.0662e-03, 4.0981e-03, -8.1725e-03, 2.9604e-03, 5.4628e-04,\n", - " 3.1695e-03, -2.4278e-03, 8.9728e-05, 8.1722e-03, 1.4756e-03,\n", - " 1.0930e-03, -3.0006e-04, -3.2150e-04, 5.7529e-03, 5.6333e-03,\n", - " -8.4237e-03, -7.3909e-04, -3.0721e-03, -5.4863e-04, 6.4530e-03,\n", - " 5.0608e-03, -1.1604e-03, 3.7420e-03, -3.3024e-03, 1.5683e-04,\n", - " -4.7267e-03, 3.1898e-03, 2.2888e-03, -4.3417e-03, 2.1898e-04,\n", - " -7.8783e-03, 2.8381e-04, 2.8753e-03, 9.1599e-03, 8.3369e-03,\n", - " -2.4673e-03, 1.9995e-03, -1.7099e-03, 8.8134e-03, -4.3299e-03,\n", - " -4.0968e-03, 3.0996e-05, 5.8185e-03, 6.4429e-03, 8.1068e-04,\n", - " 1.9685e-03, 2.0342e-03, 1.5221e-03, 4.4179e-03, 3.7360e-03,\n", - " -1.8440e-03, 3.3737e-03, -4.5799e-03, 1.1131e-02, -3.5976e-03,\n", - " -7.1801e-03, 8.4121e-04, -3.9281e-03, -3.8446e-03, 4.5133e-03,\n", - " -5.2526e-03, 3.4947e-03, -1.9892e-03, -4.8708e-05, -6.0389e-03,\n", - " 3.9629e-03, -1.4668e-02, 8.8518e-03, 1.9909e-03, 5.2217e-03,\n", - " -6.5975e-03, -5.1146e-03, -1.4401e-03, 4.9188e-03, -7.7127e-03,\n", - " 3.1345e-03, 4.1862e-03, 6.2971e-03, -4.5204e-03, -2.1628e-03,\n", - " -4.7647e-03, -4.5725e-03, 7.6832e-03, -4.1930e-03, 5.7594e-03,\n", - " 2.0022e-03, -4.5950e-03, 4.5008e-03, -3.0466e-03, 3.1537e-04,\n", - " 1.4641e-03, 2.9766e-02, -8.8563e-04, -3.7466e-03, 3.6527e-03,\n", - " -6.1827e-03, -1.3231e-03, 4.5193e-03, 2.3934e-03, 3.9589e-03,\n", - " 3.6224e-03, 1.6189e-04, -3.7789e-03, 1.1938e-03, 3.0674e-03,\n", - " -6.5973e-03, -4.1290e-03, 9.0389e-03, -6.8314e-03, 4.1216e-03,\n", - " 1.2163e-03, -2.6441e-04, 2.2211e-03, -2.0252e-03, 3.6908e-03,\n", - " -1.3886e-03, -2.6085e-03, -5.1436e-04, 8.6401e-04, 3.0427e-03,\n", - " 2.9934e-03, -1.2365e-02, -1.0787e-02, -8.6920e-03, 1.5860e-03,\n", - " -1.6784e-03, -1.3433e-03, -1.1842e-03, 2.9026e-03, 7.1351e-03,\n", - " 1.0433e-02, -3.9235e-03, -1.6798e-02, -6.1654e-03, -8.9753e-03,\n", - " -7.4827e-04, 5.2294e-03, -4.9602e-03, 4.1733e-04, 1.2334e-03,\n", - " -1.0352e-02, 5.2679e-03, -3.7480e-04, -4.4957e-03, -7.8214e-03,\n", - " 2.0334e-03, 4.6368e-04, -7.7520e-03, 4.9632e-03, 4.0213e-03,\n", - " 3.9320e-03, 6.0079e-03, -2.0121e-03, -2.2320e-03, 6.9779e-03,\n", - " 6.6463e-03, 8.9440e-03, -1.9337e-03, -5.5393e-04, -8.6614e-04,\n", - " -1.0080e-02, -1.4497e-03, -6.3666e-03, -2.2946e-03, 3.6482e-04,\n", - " -4.6345e-03, 4.6946e-04, -2.0178e-03, -2.7923e-03, -1.1921e-02,\n", - " 2.0607e-03, 3.1313e-03, 3.3156e-03, 1.0050e-02, 1.4181e-04,\n", - " -7.5899e-03, 3.1369e-03, -1.5074e-03], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 1.5023e-02, -5.3094e-03, 2.3572e-04, 2.0522e-03, -5.7804e-03,\n", - " 8.1983e-03, -1.1096e-02, -4.4216e-03, 1.0920e-03, -5.7501e-03,\n", - " -1.2049e-03, 3.3312e-03, -5.7881e-03, 3.2863e-03, 1.6009e-02,\n", - " -3.8654e-03, 7.0702e-03, 9.0583e-03, 9.7348e-03, -8.1410e-03,\n", - " 1.1158e-02, -5.4021e-03, -1.4808e-02, -6.7811e-03, 5.0396e-03,\n", - " 4.8309e-03, 1.2264e-02, 1.7033e-03, 3.8622e-03, -5.0164e-03,\n", - " 1.0777e-02, 2.2679e-03, 1.2602e-02, 1.7358e-03, -8.8981e-03,\n", - " -1.6617e-03, -5.4248e-03, 1.5820e-02, -2.7107e-03, 9.3095e-03,\n", - " 1.4642e-02, 1.8524e-03, -6.2581e-03, 1.3867e-02, 1.6465e-02,\n", - " -9.9101e-03, -5.9330e-03, 3.1781e-03, 6.2056e-03, -5.7156e-03,\n", - " 1.5173e-02, 8.2161e-03, -7.5105e-03, -6.8956e-03, 1.1878e-02,\n", - " 1.2468e-02, -1.9451e-03, 1.4344e-02, 3.4198e-03, 9.5356e-03,\n", - " 1.9738e-03, -2.3401e-03, 2.2367e-03, -9.8477e-04, 2.0704e-02,\n", - " 1.1214e-02, 2.2082e-02, -2.3108e-03, -2.9715e-02, 6.5029e-02,\n", - " 2.0563e-02, -1.7909e-03, 4.6880e-02, 3.9289e-02, -1.5563e-02,\n", - " -1.6345e-02, -1.1725e-02, 8.4864e-03, -2.1302e-03, 1.5644e-03,\n", - " -2.6728e-02, 4.6210e-03, -8.3575e-04, 2.1788e-02, -1.8891e-02,\n", - " 4.3932e-02, -3.4591e-02, 2.0594e-02, 2.4536e-02, -4.4848e-02,\n", - " -9.8070e-04, -2.2324e-02, -1.9449e-02, 4.4326e-02, -6.9930e-02,\n", - " -2.1216e-02, 1.3391e-02, 2.3917e-02, 2.3278e-02, 7.0228e-03,\n", - " 4.4435e-02, 1.3210e-02, -5.3480e-02, -4.0530e-02, -3.2905e-02,\n", - " -3.2087e-02, -2.6361e-02, 1.2619e-02, 6.9959e-03, 3.2442e-02,\n", - " -1.8067e-02, -1.1462e-02, -3.3291e-02, -3.1658e-03, -7.0824e-03,\n", - " 3.4511e-03, -2.0612e-02, 1.9700e-03, 2.2766e-02, 3.1088e-02,\n", - " 7.8084e-03, 1.4979e-02, 8.9085e-03, -4.2074e-02, -2.5084e-02,\n", - " 2.5190e-02, 1.0802e-02, 7.8169e-02, 7.3822e-03, -1.6420e-02,\n", - " 1.7475e-04, -1.7904e-02, -1.2519e-02, -4.5338e-03, 3.0484e-02,\n", - " -1.1422e-02, 2.1765e-02, -1.9468e-03, -8.3815e-03, -7.3409e-03,\n", - " 1.0873e-02, -1.2188e-02, -1.0292e-02, 8.7603e-03, 7.4500e-03,\n", - " 1.7819e-03, 2.2365e-02, 1.7328e-02, -1.2085e-02, 8.4014e-03,\n", - " 2.1003e-02, 5.0341e-03, -5.2389e-03, 1.8634e-02, 5.7822e-03,\n", - " -1.0785e-02, 3.9486e-02, 5.5078e-03, -7.9926e-03, -8.9409e-03,\n", - " -1.6955e-02, -1.5862e-02, 1.1029e-02, -1.6837e-02, -8.8895e-04,\n", - " 2.1774e-02, 1.0489e-02, -1.5112e-02, 1.0510e-02, 8.1326e-03,\n", - " -1.4907e-02, 1.4861e-02, -4.6929e-03, 3.4145e-02, -1.2089e-02,\n", - " -1.2213e-02, 2.2625e-02, -3.7597e-03, -8.0968e-03, 4.7368e-03,\n", - " 1.8800e-02, -9.8079e-02, -4.5514e-02, -2.0916e-02, -1.4395e-02,\n", - " -2.4690e-02, -2.6879e-03, 1.1432e-02, -6.5998e-03, 1.1431e-02,\n", - " -1.4127e-04, 2.0039e-02, -2.1528e-02, -1.9943e-02, -5.8667e-03,\n", - " -2.6670e-02, -7.7820e-03, -1.3542e-02, -7.0426e-03, -1.3945e-02,\n", - " 1.1313e-02, -6.0147e-03, 1.9826e-02, -3.6162e-03, 1.1581e-02,\n", - " -6.5605e-03, -1.2457e-02, 1.5682e-02, 2.9204e-02, 3.3701e-03,\n", - " -6.8273e-03, 5.6615e-04, -1.4298e-03, 1.8995e-02, 3.9813e-02,\n", - " 3.1168e-02, 2.4817e-02, 2.0974e-02, -4.7637e-03, 1.4747e-02,\n", - " 2.1972e-02, -5.0200e-03, 1.1263e-02, 5.1302e-02, 5.6657e-03,\n", - " 5.3651e-04, -2.1440e-02, 1.2138e-02, -1.0497e-02, 4.6990e-03,\n", - " 2.7727e-02, -2.7869e-02, -5.4554e-04, 3.2653e-02, 1.5652e-02,\n", - " 1.1317e-02, -1.0897e-02, -4.0616e-02, -3.4058e-02, -7.5577e-03,\n", - " 6.4053e-03, 6.6166e-03, -2.4033e-02, 1.1459e-02, -1.3984e-02,\n", - " -8.1502e-03, 1.1163e-02, 8.2542e-03, -5.3897e-03, 2.8768e-02,\n", - " 1.1388e-02, 1.0066e-02, -2.4167e-03, 1.8377e-02, 1.2755e-02,\n", - " 3.8524e-02, 1.9355e-02, -1.7824e-03, -1.0501e-02, -2.3361e-02,\n", - " 7.0351e-03, 9.4095e-03, 1.2125e-02, 1.9675e-02, -7.4414e-03,\n", - " 7.8398e-05, 3.4587e-03, -1.0619e-02, 1.5135e-02, -4.1784e-02,\n", - " 2.5068e-02, -6.0265e-04, 5.0474e-03, -1.8176e-02, 1.2636e-02,\n", - " 2.9639e-03, -2.2596e-02, -1.4335e-02, 1.3512e-02, -1.1183e-02,\n", - " 1.5760e-02, 1.0042e-03, 1.4593e-02, 3.8581e-03, -7.9545e-03,\n", - " -1.2658e-02, -1.6685e-02, -3.6695e-02, -1.0958e-02, -4.0801e-04,\n", - " 2.7571e-03, 2.4460e-02, -2.5951e-03, -1.9919e-02, 9.2233e-04,\n", - " 7.4014e-04, 2.2471e-02, 2.5441e-03, 2.8494e-02, 7.1286e-03,\n", - " -2.4914e-02, 1.2981e-02, -3.0747e-03, -3.3040e-02, 2.0458e-02,\n", - " -1.9150e-02, 2.1457e-02, -2.2732e-02, 4.8147e-03, -2.1482e-02,\n", - " -2.3176e-02, 1.6821e-02, 1.2087e-02, 2.5303e-02, -3.5760e-03,\n", - " 3.3084e-02, 1.6775e-02, -1.6464e-02, -1.8466e-02, 5.6927e-03,\n", - " -5.8718e-02, -5.9075e-03, 2.9579e-03, 4.8263e-02, 1.8685e-02,\n", - " 2.6903e-02, -1.6432e-02, 8.4332e-03, 4.9153e-02, 1.7822e-02,\n", - " -4.2425e-02, 1.8471e-02, 5.7121e-02, 1.2551e-02, -1.5298e-02,\n", - " -1.2078e-02, 2.3887e-02, 8.0117e-03, 5.2497e-02, 3.8526e-02,\n", - " -3.4434e-02, -2.6399e-02, -4.5675e-02, 3.6598e-02, -3.1015e-02,\n", - " 1.6242e-02, -3.9804e-02, -4.9304e-03, -1.7245e-02, -2.5515e-02,\n", - " -1.2602e-02, -4.1680e-03, 3.8595e-02, -5.9159e-02, -7.4405e-03,\n", - " 4.8126e-02, -2.0069e-02, -9.4412e-03, -2.6123e-02, 6.4682e-03,\n", - " 5.1684e-03, -4.6512e-04, -4.9542e-03, -2.4016e-02, 3.6240e-02,\n", - " -1.5456e-02, 9.1785e-03, 1.7381e-02, 2.5564e-02, -1.5134e-02,\n", - " -1.9038e-02, -3.8031e-02, 6.5497e-03, -1.2592e-02, -1.2116e-02,\n", - " 3.5311e-02, 4.4152e-02, 1.0126e-03, -4.1217e-04, 1.1888e-02,\n", - " 1.3587e-02, -1.6456e-02, 4.7564e-02, -3.4366e-02, 4.2985e-04,\n", - " 8.2520e-03, -4.6107e-03, 1.0151e-03, -8.5547e-03, -1.0867e-02,\n", - " 1.1150e-02, 1.0995e-02, -6.8069e-03, 8.5477e-03, 1.4168e-02,\n", - " -2.4357e-04, 1.0649e-02, -1.5016e-02, 5.9280e-03, 3.4130e-03,\n", - " 7.2499e-03, -2.3598e-02, -2.2433e-03, 1.0498e-03, 2.2947e-03,\n", - " -9.5744e-03, -5.1591e-03, 2.3983e-02, -8.9972e-03, 6.9834e-03,\n", - " 4.4013e-02, 1.4017e-02, 6.8826e-03, 1.8283e-03, -5.9012e-03,\n", - " -1.1004e-02, -7.9089e-03, 2.0125e-03, -3.0178e-03, -6.6287e-03,\n", - " -1.4866e-02, 9.6949e-03, 1.2629e-02, -9.4153e-03, -1.8098e-03,\n", - " 6.4564e-04, 5.0525e-03, 8.1944e-03, -1.4976e-02, 1.5315e-02,\n", - " -1.5144e-02, -3.7738e-03, -2.8949e-04, 7.7387e-03, -5.3487e-03,\n", - " -1.7106e-02, 1.8400e-02, 4.3561e-03, 1.9203e-02, 8.5607e-03,\n", - " 8.2309e-03, 5.0004e-03, -1.8184e-02, 9.7382e-03, 2.7278e-04,\n", - " 1.4275e-02, 5.5432e-03, 1.2724e-02, 1.6008e-02, -1.7855e-02,\n", - " 1.2448e-02, 1.1468e-02, -2.9315e-03, -2.9225e-02, 4.0265e-02,\n", - " 1.6124e-03, -7.0005e-03, 2.3734e-04, 3.2821e-03, 2.4101e-02,\n", - " -3.6280e-02, 2.0089e-02, 3.1981e-02, 3.9811e-03, -3.0766e-02,\n", - " 3.8253e-03, 2.3385e-02, 8.5327e-03, -7.5271e-03, 1.5639e-03,\n", - " 6.1634e-06, -1.1759e-02, 3.0260e-03, 1.0960e-02, -7.2339e-03,\n", - " -2.1711e-02, 1.7470e-02, 1.9915e-02, 2.2215e-02, -2.2295e-03,\n", - " -1.8607e-03, 1.7004e-02, 5.7661e-03, -5.6229e-03, -5.3306e-03,\n", - " -1.1477e-02, -6.7000e-04, 9.3079e-03, -2.9755e-03, -4.7655e-03,\n", - " 3.3435e-03, -1.1307e-02, 3.9731e-03, 1.0513e-02, -3.2250e-02,\n", - " -9.2486e-03, -2.2905e-02, 7.3241e-03, -3.5092e-02, -1.1060e-02,\n", - " 9.0543e-03, -4.7568e-03, -3.6439e-04, -7.6407e-04, 2.9272e-02,\n", - " -2.7470e-02, 1.0781e-02, 1.6108e-02, 1.9351e-02, 1.5294e-02,\n", - " 1.4930e-02, 2.7142e-02, -1.6444e-03, 5.1867e-02, -4.1590e-02,\n", - " 2.7485e-02, -1.8159e-02, 1.4616e-02, -2.8223e-02, -2.1836e-02,\n", - " -3.7035e-02, -1.2575e-02, 1.2293e-02, -5.4237e-03, 2.2001e-02,\n", - " -7.5271e-03, -5.5768e-02, -1.6298e-02, 3.0502e-03, -1.3728e-02,\n", - " 3.3698e-03, -4.3384e-04, -6.9684e-03, -3.1232e-02, 4.5009e-02,\n", - " 2.0616e-02, -1.0409e-02, -2.3090e-02, -3.4293e-02, 1.1018e-03,\n", - " -8.5000e-03, -2.0849e-02, -3.2696e-02, 4.0556e-02, 2.3771e-02,\n", - " 3.9398e-02, -1.3882e-02, 5.9056e-03, -9.9360e-03, 1.5168e-02,\n", - " -3.1733e-02, -9.0265e-03, -3.6604e-02, -1.7821e-02, 1.9675e-02,\n", - " 4.0934e-02, -1.2232e-02, -4.6826e-03, 7.0779e-02, -5.4972e-02,\n", - " 1.6072e-02, -2.5883e-02, -1.1649e-03, -1.1291e-02, 1.5803e-02,\n", - " 5.6192e-02, -2.3610e-02, -9.9647e-04, -3.2063e-02, -3.2199e-03,\n", - " -9.1232e-03, -2.0148e-02, -7.0093e-02, -1.2437e-01, 2.3373e-02,\n", - " -5.0414e-04, -2.1878e-02, -1.2511e-02, -3.4763e-02, -3.2012e-03,\n", - " 1.2513e-02, -1.1341e-02, -4.5446e-02, -2.1909e-02, 1.0888e-02,\n", - " 1.8216e-02, 6.7742e-03, -5.3086e-03, -2.8458e-02, -2.0761e-02,\n", - " 3.3507e-03, 4.7860e-03, 8.0991e-03, -1.3183e-02, 2.3937e-03,\n", - " -1.5038e-03, -1.7413e-02, 1.8932e-03, 8.7939e-03, 8.2045e-03,\n", - " -3.2781e-04, 8.4948e-03, -1.5060e-02, 1.7544e-02, 1.6740e-02,\n", - " -3.9248e-03, 2.3059e-03, 1.2013e-02, 7.5180e-03, -4.2036e-02,\n", - " 8.0001e-04, 1.8606e-02, -4.2438e-03, 8.7675e-03, -2.2118e-02,\n", - " 1.1333e-03, -9.4967e-03, 1.8470e-02, 1.2243e-02, -7.8087e-03,\n", - " 7.0338e-03, 1.5369e-02, -2.7767e-03, 1.7380e-02, -1.3810e-02,\n", - " -1.8087e-02, -2.5262e-04, 2.8160e-03, -1.0571e-02, -1.2355e-02,\n", - " -4.7663e-04, -1.0160e-03, 7.8082e-03, 9.1927e-02, 1.7398e-02,\n", - " -4.6346e-03, -7.7768e-03, -1.5489e-02, 6.7890e-03, 1.2695e-02,\n", - " -2.2040e-02, 1.0588e-03, -9.3757e-03, 1.0971e-02, 1.1449e-02,\n", - " -1.2551e-02, 1.2195e-02, -6.5241e-03, 3.3563e-03, -5.3109e-03,\n", - " -7.4463e-03, -2.6397e-03, 7.1599e-03, -1.4743e-02, 2.9362e-03,\n", - " 5.0424e-03, 4.7287e-03, -4.4464e-03, 1.3988e-02, -2.1329e-04,\n", - " 6.0693e-03, 3.1315e-02, 2.7540e-02, -1.9092e-02, -1.0151e-02,\n", - " -2.2125e-03, -1.5175e-02, 1.7594e-02, -1.3841e-03, 1.5670e-02,\n", - " 4.5302e-03, -2.3162e-03, -2.3303e-03, 1.9857e-02, -7.0773e-03,\n", - " -8.5168e-03, 7.7492e-03, -1.1886e-02, -8.7682e-03, 6.6262e-03,\n", - " -7.4530e-04, 9.6382e-03, -2.1810e-02, 3.0818e-04, 1.5030e-02,\n", - " -1.1015e-02, 1.8579e-02, -2.0459e-02, 8.5800e-03, 1.7035e-02,\n", - " 5.3892e-05, -3.4280e-03, 1.0407e-02, -4.1839e-03, -6.5801e-03,\n", - " 2.4782e-02, -1.2955e-03, 5.8868e-03, 8.7253e-03, 2.5282e-03,\n", - " -8.6695e-03, -1.7313e-02, -6.2276e-03, -1.4733e-02, 3.7079e-02,\n", - " -2.1547e-04, 2.7257e-03, -5.9696e-04, 1.9285e-02, -2.0536e-02,\n", - " 1.7143e-02, 1.4449e-02, -6.5542e-03, -2.3365e-02, 1.2347e-02,\n", - " 8.0866e-03, -2.2223e-02, 3.1805e-03, 3.2623e-02, -1.3899e-02,\n", - " -4.5315e-02, -4.4333e-03, -8.2556e-04, 1.6854e-02, 5.2781e-03,\n", - " -2.3699e-02, 4.9956e-03, 4.7935e-03, 2.9074e-02, 8.2377e-04,\n", - " -1.3017e-02, -4.3768e-02, 1.0733e-02, 1.4151e-03, -1.1715e-02,\n", - " 3.6786e-02, 3.3582e-04, -1.3081e-02, -2.4121e-03, -1.9138e-02,\n", - " -1.5444e-02, 4.6571e-03, 2.4032e-03, 2.0608e-02, 1.9170e-03,\n", - " -4.8462e-03, -4.6177e-03, -1.2237e-02, -2.1239e-02, -6.7373e-03,\n", - " 2.1705e-03, 3.7158e-03, 6.8323e-03, -1.2950e-02, 1.8724e-02,\n", - " 1.3274e-02, 1.7787e-02, -3.5668e-03, 2.7728e-03, -2.0766e-02,\n", - " 2.5364e-03, 1.2686e-03, -1.5676e-02, -9.3327e-03, -5.6336e-03,\n", - " 3.8475e-03, -1.5278e-02, 1.6453e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([ 2.5661e-02, 2.8438e-03, -4.7568e-03, 2.1495e-02, -1.7552e-02,\n", - " -5.8286e-02, -8.2861e-03, -1.9896e-02, 4.7550e-02, 4.5496e-02,\n", - " 7.5562e-02, -2.5829e-02, 2.9784e-02, -2.9771e-02, 7.9811e-03,\n", - " -1.3309e-02, 9.8513e-03, -3.7418e-02, -6.9451e-03, -8.4682e-03,\n", - " 3.6152e-02, 2.0826e-02, -3.5835e-02, 1.2061e-03, 8.2127e-03,\n", - " -3.4215e-02, -5.0382e-02, -3.7946e-02, 1.3244e-02, -2.5479e-02,\n", - " -7.1411e-02, 4.4119e-03, -5.0616e-02, 2.1423e-03, 6.5417e-02,\n", - " 5.8312e-02, 4.3113e-02, -3.1691e-02, 3.3276e-02, 3.9858e-02,\n", - " 4.3144e-03, -2.1405e-02, 4.3141e-02, -3.2827e-02, -3.3253e-04,\n", - " 4.5474e-03, 3.2558e-02, 1.1090e-02, 1.1631e-02, 9.3667e-02,\n", - " 2.5723e-02, -3.6623e-02, -9.7763e-03, -5.6858e-02, 8.9644e-03,\n", - " -1.0341e-03, 4.1245e-02, -9.4715e-02, -5.0758e-02, -2.9382e-02,\n", - " -4.8360e-02, -7.0828e-03, -7.2977e-02, -2.2347e-02, 2.9260e-03,\n", - " -1.9503e-02, -5.4568e-02, 2.1875e-02, -4.5742e-02, -3.4955e-02,\n", - " 1.5623e-02, 1.7605e-02, -4.6641e-04, 6.3658e-03, 1.3580e-02,\n", - " 8.2934e-02, -8.5081e-02, 2.1419e-02, -2.6295e-02, -4.3614e-02,\n", - " -6.1995e-02, 1.3076e-02, 2.8390e-02, 1.6619e-03, 5.5403e-02,\n", - " 8.4154e-03, 4.5806e-02, -3.9007e-02, -3.0372e-02, -4.1927e-02,\n", - " 3.4220e-02, -1.9319e-02, -2.6155e-02, -6.3656e-02, -4.6763e-04,\n", - " 7.6021e-02, -3.0854e-02, 2.9210e-03, -4.9407e-02, 3.4103e-02,\n", - " 1.3549e-02, 9.0339e-03, -1.5099e-02, 2.8884e-02, 4.2694e-02,\n", - " 1.3670e-02, -1.3515e-02, 3.4982e-02, 1.0633e-02, 8.1628e-02,\n", - " 7.3829e-02, -3.7645e-02, 2.5425e-02, -4.3103e-02, 5.6904e-02,\n", - " -5.3126e-02, -3.4979e-02, 2.1494e-02, 6.6136e-03, -2.9801e-03,\n", - " -4.0099e-02, -9.0502e-02, 1.9767e-02, -3.6408e-02, -1.4459e-02,\n", - " -3.4766e-03, -6.3397e-02, -1.8621e-02, -7.1522e-04, 5.2631e-02,\n", - " -2.4067e-02, -6.0373e-02, -2.4351e-02, 2.7051e-02, -1.2240e-02,\n", - " 1.6177e-02, -4.1943e-02, 3.2331e-02, -4.9130e-02, 5.1233e-02,\n", - " 1.8584e-02, 4.3312e-02, 3.8919e-02, 9.5328e-04, 2.9318e-02,\n", - " 4.4681e-02, 4.6009e-02, 3.2909e-02, 6.9443e-02, -4.3578e-02,\n", - " 2.3167e-02, -3.9903e-02, 2.7478e-02, 2.1105e-02, -2.0274e-02,\n", - " -5.6866e-02, -7.1785e-02, -1.9990e-03, 1.5426e-02, 4.6471e-04,\n", - " -5.9776e-02, 4.3889e-02, 1.2913e-02, 4.5920e-02, -1.5320e-02,\n", - " -3.5193e-02, -5.8929e-02, 7.4193e-03, -1.8163e-04, -1.0267e-02,\n", - " 1.5405e-02, 2.0184e-02, 4.0796e-03, -1.5596e-02, 1.8059e-02,\n", - " 9.8132e-03, -2.5639e-02, -3.9419e-02, -3.9124e-02, -4.3264e-02,\n", - " 8.3899e-02, -3.2598e-02, 2.8068e-02, -2.0178e-02, 1.0051e-02,\n", - " -2.8135e-02, -3.6558e-02, 2.2010e-02, 2.0954e-02, -1.0334e-02,\n", - " 8.8971e-03, 2.8212e-02, -6.6715e-02, 3.7474e-02, 2.1460e-02,\n", - " -1.5647e-02, 3.5343e-02, -3.2962e-02, -2.1474e-02, -8.3971e-02,\n", - " 6.4572e-02, 3.4832e-02, -8.0240e-02, 3.3343e-02, 3.0641e-02,\n", - " -8.0081e-02, 5.2524e-03, -9.7763e-03, -4.0240e-02, -3.0048e-02,\n", - " 1.1611e-02, 3.0359e-02, -4.9964e-02, -9.5533e-03, -2.3882e-02,\n", - " 1.8626e-02, 3.1076e-02, -2.8956e-02, 8.9075e-04, 1.2022e-02,\n", - " -1.1348e-01, 2.8774e-02, -2.4897e-03, -3.1775e-02, 5.3694e-03,\n", - " -5.5049e-02, 1.7559e-02, -1.5409e-02, -7.1508e-02, 4.7330e-02,\n", - " 1.6682e-02, 1.1172e-02, 4.5701e-02, 1.5628e-02, -3.1049e-02,\n", - " 2.5248e-02, -4.6465e-02, 7.8496e-03, -5.0930e-03, -5.0428e-02,\n", - " -1.1631e-01, -1.0528e-02, 7.3653e-02, -8.1540e-02, 5.3539e-02,\n", - " 1.4288e-02, -3.9082e-02, -1.4117e-02, 5.2567e-02, -3.0875e-02,\n", - " 3.6666e-03, 2.4879e-02, 3.9342e-02, -2.2215e-02, 5.7524e-03,\n", - " 1.6564e-02, 2.3978e-02, 2.2593e-02, -1.6909e-02, -5.2501e-02,\n", - " 4.0561e-02, 2.3099e-02, 1.6978e-02, -1.0553e-02, -3.0434e-03,\n", - " 1.2279e-03, 3.3629e-03, 5.0138e-02, -5.4341e-02, -1.9108e-02,\n", - " 9.4589e-03, -2.4958e-02, -1.0721e-03, 6.2184e-02, -2.6718e-02,\n", - " -3.5827e-02, 1.3325e-02, 1.9591e-02, 3.3563e-02, -3.0726e-02,\n", - " -3.7181e-02, -5.5001e-02, -1.6310e-02, 4.5146e-02, 2.9605e-02,\n", - " 4.2929e-02, -7.2622e-02, 7.6866e-02, 1.6351e-02, -6.9909e-02,\n", - " 1.3670e-02, -1.5051e-02, -7.6326e-03, -3.4489e-02, -9.6903e-03,\n", - " 6.0245e-03, 3.5591e-02, 8.8463e-03, 5.2448e-02, -2.6586e-03,\n", - " 1.4362e-03, -1.8378e-02, 4.4712e-02, -2.6613e-03, -1.2319e-02,\n", - " -1.3705e-02, 6.2081e-03, 2.8958e-02, 1.2483e-01, -2.0615e-02,\n", - " 2.2608e-02, -1.9340e-02, 1.7909e-02, -1.5324e-02, -1.5443e-02,\n", - " 7.1784e-02, 3.7500e-02, -2.2002e-02, 2.1981e-02, -2.8093e-02,\n", - " -3.9746e-03, -3.1899e-02, -7.3583e-04, 1.8395e-02, 1.5110e-02,\n", - " 2.1177e-02, -6.4467e-02, -6.3118e-02, -2.1338e-03, -1.0738e-02,\n", - " 6.5255e-02, -2.8122e-02, 6.8499e-02, -4.4276e-02, 9.3972e-03,\n", - " -3.7623e-03, 1.2524e-02, 3.1410e-03, 9.9651e-05, -1.1524e-02,\n", - " -2.6397e-02, 6.4055e-02, 3.4766e-02, 2.3612e-02, -7.2052e-03,\n", - " -3.3810e-02, -7.8489e-03, -5.2412e-03, 3.5894e-02, 1.7026e-02,\n", - " -1.5733e-03, -8.4395e-03, -5.4472e-02, -1.4355e-02, 3.7700e-02,\n", - " 4.3268e-02, -7.4828e-03, -5.5729e-03, 3.4090e-02, -1.9263e-02,\n", - " -7.6067e-02, 3.2265e-02, -4.4947e-02, 4.3225e-02, 3.1662e-03,\n", - " -2.7786e-02, 5.8743e-02, -1.2443e-02, -1.7314e-02, 7.0499e-03,\n", - " -1.0274e-02, -1.6667e-02, -3.7694e-03, 7.1680e-03, 2.7316e-02,\n", - " 3.3137e-02, -2.7361e-02, 5.6893e-03, 3.0824e-03, -4.4608e-03,\n", - " -2.1742e-02, 1.3567e-02, 3.9650e-02, 2.5170e-02, -2.0057e-02,\n", - " 8.9578e-03, -1.9388e-02, 1.1835e-02, 5.2143e-02, 3.0606e-03,\n", - " -2.5052e-02, -3.6218e-02, -3.0498e-02, 1.9551e-02, 2.3248e-02,\n", - " -5.6564e-03, 7.4358e-03, -2.7215e-02, 3.3683e-02, 2.6620e-02,\n", - " -4.4610e-02, 5.7572e-02, -3.1604e-02, -2.3627e-02, 2.1448e-02,\n", - " 7.4826e-02, 1.9757e-02, -2.5340e-02, -4.6560e-02, 7.0425e-02,\n", - " 3.6600e-02, 6.1359e-02, 2.8134e-02, 2.0915e-02, -3.8265e-02,\n", - " -9.8512e-02, -4.6729e-02, -2.1719e-02, -5.3298e-02, -4.8249e-02,\n", - " 4.7664e-02, 3.4870e-02, -6.3118e-02, 4.6895e-02, 8.7264e-03,\n", - " 3.6550e-03, 3.8573e-02, 1.5227e-02, 2.0382e-02, -3.1078e-02,\n", - " 3.8493e-02, -3.8904e-02, 1.9797e-02, -1.7568e-02, 3.3714e-02,\n", - " 2.1158e-02, 1.4755e-03, -4.0277e-02, -2.2181e-02, 4.5928e-02,\n", - " -3.9831e-02, 1.7957e-02, 2.1303e-02, 3.6688e-02, 9.8751e-03,\n", - " 4.4210e-02, 2.5282e-02, 8.5110e-02, 3.3132e-02, 1.3477e-02,\n", - " -6.1588e-02, -3.9152e-02, -6.1249e-02, -5.5067e-03, 1.6928e-02,\n", - " -8.8260e-03, 2.8438e-02, -2.5177e-02, -1.1409e-02, 2.4568e-02,\n", - " -8.9766e-03, 1.1614e-02, 5.4627e-03, -2.0370e-02, -6.5533e-02,\n", - " 8.9341e-03, -9.5544e-03, -4.2616e-02, -3.4375e-03, 1.0111e-01,\n", - " 2.5815e-02, 1.8628e-02, -2.1954e-02, -4.7797e-02, 6.2480e-02,\n", - " 4.9612e-03, -6.8434e-02, -6.3310e-02, -7.3980e-03, 3.8054e-03,\n", - " 4.2839e-04, 1.1967e-02, -3.4700e-02, 9.2769e-03, 6.2205e-02,\n", - " 1.5765e-02, -5.4350e-02, -1.1647e-02, -3.2354e-02, 1.5515e-02,\n", - " -1.7500e-03, -1.9691e-03, -4.2725e-02, 4.3707e-02, 2.1509e-02,\n", - " -4.5497e-03, 2.8150e-02, -2.1341e-02, -3.6321e-02, 2.9687e-02,\n", - " 4.2727e-02, 2.2152e-02, 4.2795e-02, 3.5837e-02, 9.6598e-02,\n", - " 5.9712e-03, 5.0632e-02, -2.0811e-03, 2.6818e-02, -3.0629e-02,\n", - " 1.3760e-01, -1.4097e-02, -3.7076e-02, 9.3921e-02, -4.3322e-02,\n", - " -3.4324e-02, 5.4981e-02, -4.7629e-02, 7.0833e-02, 1.7546e-02,\n", - " 2.1167e-02, -1.3044e-02, 2.3744e-02, 2.1364e-02, -1.1893e-02,\n", - " 1.1523e-02, -2.5295e-02, 5.4490e-02, -4.5487e-02, 2.5299e-02,\n", - " 3.1280e-02, 5.4161e-03, -7.2364e-02, -5.7143e-02, 2.6617e-02,\n", - " 8.0478e-02, -9.4555e-03, -6.4540e-03, -4.5154e-02, 5.7233e-02,\n", - " -4.3240e-02, -4.7108e-02, 2.2601e-02, 1.0235e-01, 3.2031e-02,\n", - " -4.0476e-03, -3.6157e-04, 4.4914e-03, -3.0613e-02, -4.4907e-02,\n", - " -1.7892e-02, 2.1532e-02, 5.7970e-02, -4.6251e-02, -4.3412e-02,\n", - " 3.6807e-02, -1.4456e-02, -7.5287e-02, 1.9401e-03, 8.2555e-02,\n", - " 3.7524e-02, -4.4795e-03, -7.3578e-02, 1.8694e-02, -9.5478e-03,\n", - " -1.7393e-02, -3.1529e-02, -1.7297e-02, -7.9018e-02, 4.8072e-02,\n", - " 5.8333e-02, -5.3367e-02, -2.4755e-02, -2.4387e-02, 2.6818e-02,\n", - " 4.0837e-02, -1.2251e-02, 1.8094e-02, -2.3803e-02, 1.4613e-02,\n", - " 6.4903e-02, -1.3786e-02, -1.3899e-02, -3.9337e-02, -1.4666e-02,\n", - " -1.1109e-02, -4.4043e-02, 6.9114e-03, -2.7411e-02, -4.7538e-02,\n", - " -1.4882e-02, -3.1888e-02, 3.2904e-02, 8.3559e-02, -2.4537e-02,\n", - " -2.1875e-02, 2.4720e-02, -2.7432e-02, -3.8548e-02, 1.7113e-02,\n", - " -6.7927e-03, -2.0156e-02, -3.4586e-02, 2.7359e-02, -3.1860e-02,\n", - " -3.1545e-02, 7.5282e-02, -1.5417e-02, 2.8683e-02, -5.7584e-02,\n", - " -4.2532e-02, 1.3981e-02, -1.3137e-02, 5.3427e-02, 2.0525e-02,\n", - " 4.0794e-02, 1.8850e-02, 7.0226e-02, 7.7246e-03, 3.5578e-02,\n", - " -3.1588e-02, -9.3457e-03, 1.9679e-02, -1.5787e-02, -2.7081e-02,\n", - " 4.7237e-02, 3.1430e-02, 3.3851e-02, 9.3408e-03, 2.6763e-02,\n", - " -1.6265e-02, 1.1736e-04, 2.4960e-02, -4.3881e-02, -5.3282e-02,\n", - " -1.4752e-02, -1.4754e-02, -1.7534e-02, -8.6470e-02, -5.6863e-02,\n", - " -2.6347e-02, 5.2486e-03, 7.7843e-02, 8.2860e-02, -4.1278e-02,\n", - " 9.1167e-02, 2.1269e-03, -6.5450e-02, -1.3494e-02, -7.1936e-04,\n", - " -7.3792e-03, -4.2810e-02, -3.5779e-03, -1.9401e-02, -2.1825e-02,\n", - " -3.1193e-02, -1.6985e-02, 1.9392e-02, -4.7002e-02, 1.8754e-02,\n", - " 2.8218e-04, 1.0279e-02, -3.2457e-02, 3.6972e-02, -3.5447e-02,\n", - " 1.6364e-02, 2.2258e-02, 1.1818e-02, -9.6817e-03, 8.5271e-03,\n", - " -5.5865e-02, -6.0954e-02, 4.2918e-03, -2.5881e-02, -3.2346e-02,\n", - " 2.5538e-02, -1.3024e-02, -3.9184e-02, -3.0027e-02, -6.1984e-02,\n", - " -1.3559e-02, 3.0840e-02, -1.0358e-02, 1.0155e-02, -4.0098e-02,\n", - " 6.9040e-03, -4.5944e-02, -3.5748e-02, 1.0294e-02, 4.3971e-05,\n", - " 5.4092e-02, -1.9467e-02, 1.3419e-02, 1.6137e-02, -5.0566e-03,\n", - " -3.0796e-02, 3.4840e-02, 3.0833e-02, -2.9789e-02, 7.1727e-03,\n", - " -5.6943e-02, -1.8304e-02, 6.2423e-02, 2.1363e-02, -1.2050e-02,\n", - " -2.4211e-02, -1.2922e-02, -7.7194e-04, -6.0428e-02, -5.0137e-02,\n", - " -3.4469e-03, -3.0698e-03, 5.6597e-02, -1.8726e-02, 2.8393e-02,\n", - " 2.8395e-02, 5.6358e-02, -1.5945e-02, -4.2779e-02, 3.8556e-02,\n", - " -8.2085e-03, -6.2440e-03, -3.7290e-02, -1.2846e-02, -4.0179e-02,\n", - " 5.2332e-02, 5.0167e-02, 7.8664e-02, -2.7305e-03, -4.5874e-03,\n", - " 2.8956e-03, -3.4683e-02, -4.0468e-04, 1.0754e-02, -2.0960e-02,\n", - " 4.8482e-02, 2.1213e-02, -6.5629e-02, 4.4222e-02, 3.2211e-02,\n", - " 9.3537e-03, 1.4696e-03, 2.8208e-02, 4.5527e-02, -5.7067e-02,\n", - " 1.1416e-02, 1.6224e-02, 1.3811e-02, 5.3839e-02, 4.2043e-02,\n", - " 1.6189e-02, -3.2005e-02, 8.8293e-02, -2.0637e-03, 2.7410e-02,\n", - " 2.9377e-02, 4.1529e-02, -4.1723e-02, 4.1841e-02, 1.3697e-02,\n", - " -6.8449e-02, 1.1665e-02, -3.2171e-02, 1.7119e-02, 3.8358e-02,\n", - " 1.3254e-03, -5.5786e-02, -5.3087e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.8520, 0.8020, 0.8554, 0.8150, 0.8442, 0.8227, 0.8563, 0.8517, 0.8476,\n", - " 0.8635, 0.8254, 0.8606, 0.8426, 0.8118, 0.8281, 0.9073, 0.8642, 0.8385,\n", - " 0.8235, 0.8600, 0.8387, 0.8405, 0.8271, 0.8326, 0.8258, 0.8467, 0.8510,\n", - " 0.8035, 0.8450, 0.8336, 0.8817, 0.8028, 0.8418, 0.8576, 0.8510, 0.8368,\n", - " 0.8673, 0.8282, 0.8233, 0.8328, 0.8379, 0.8346, 0.8188, 0.8750, 0.8391,\n", - " 0.8413, 1.1254, 0.8492, 0.8118, 0.8285, 0.8939, 0.8430, 0.8605, 0.8560,\n", - " 0.8493, 0.8606, 0.8180, 0.8470, 0.8082, 0.8299, 0.8415, 0.8650, 0.8327,\n", - " 0.8603, 0.8658, 0.8812, 0.8387, 0.8172, 0.8931, 0.8885, 0.8196, 0.8302,\n", - " 0.8447, 0.8454, 0.8261, 0.8812, 0.8591, 0.8650, 0.8281, 0.8417, 0.8359,\n", - " 0.8303, 0.8623, 0.8417, 0.8185, 0.8217, 0.8374, 0.8196, 0.8117, 0.9004,\n", - " 0.8762, 0.8366, 0.8584, 0.8453, 0.8473, 0.8528, 0.8545, 0.8678, 0.8649,\n", - " 0.8712, 0.8332, 0.8691, 0.8300, 0.8504, 0.8626, 0.8236, 0.8181, 0.8370,\n", - " 0.8406, 0.9652, 0.8724, 0.8404, 0.8218, 0.8162, 0.8251, 0.8224, 0.8512,\n", - " 0.8259, 0.8450, 0.8153, 0.8587, 0.8993, 0.8241, 1.2920, 0.8287, 0.8297,\n", - " 0.8681, 0.8488, 0.8393, 0.8451, 0.8472, 0.8094, 0.8018, 0.8529, 0.8470,\n", - " 0.8798, 0.8535, 0.8492, 0.8686, 0.8382, 0.8385, 0.8307, 1.0296, 0.9308,\n", - " 0.8808, 0.8298, 0.8514, 0.8985, 0.8438, 0.8417, 0.8342, 0.8715, 0.8730,\n", - " 0.8460, 0.8054, 0.8398, 0.8586, 0.8332, 0.8217, 0.7981, 0.8342, 0.8277,\n", - " 0.8168, 0.8385, 0.8649, 0.8550, 0.8443, 0.8911, 0.8568, 0.8623, 0.8185,\n", - " 0.8600, 0.8310, 0.8460, 0.8509, 0.8397, 0.8454, 0.8457, 0.8253, 0.8643,\n", - " 1.1840, 0.8535, 0.8279, 0.8479, 0.8503, 0.8324, 0.8675, 0.8430, 0.8236,\n", - " 0.8451, 0.8621, 0.8554, 0.8516, 0.8620, 0.8416, 0.8643, 0.8535, 0.8616,\n", - " 0.8649, 0.8345, 0.8596, 0.8026, 0.8355, 0.8560, 0.8635, 1.2936, 0.8091,\n", - " 0.8206, 0.8587, 0.8788, 0.8294, 0.8213, 0.8474, 0.8747, 0.8431, 0.8346,\n", - " 0.8436, 0.8378, 0.8255, 0.8402, 0.8609, 0.8418, 0.8252, 0.8469, 0.8228,\n", - " 1.0993, 0.8294, 0.8562, 0.8261, 1.0967, 0.8632, 0.8498, 0.8616, 0.8442,\n", - " 0.8458, 0.8609, 0.8296, 0.8142, 0.8627, 0.8550, 0.8378, 0.8412, 0.8500,\n", - " 0.9119, 0.8637, 0.8188, 0.8246, 0.8469, 0.8447, 0.8039, 0.8527, 0.8527,\n", - " 0.8055, 0.8358, 0.8419, 0.8348, 0.8158, 0.8385, 0.8372, 0.8460, 0.8587,\n", - " 0.8313, 0.8400, 0.8633, 0.8494, 0.8659, 0.8852, 0.8484, 0.8725, 0.8815,\n", - " 0.8591, 0.8487, 0.8529, 0.9536, 0.8555, 0.8516, 0.8515, 0.8438, 0.8383,\n", - " 0.8323, 0.8229, 0.8680, 0.8332, 0.8290, 0.8668, 0.8555, 0.8582, 0.9376,\n", - " 0.8376, 0.8351, 0.8133, 0.8465, 0.8208, 0.8636, 0.8641, 0.8529, 0.8250,\n", - " 0.8188, 0.8456, 0.8390, 0.8307, 0.8390, 0.8566, 0.8196, 0.7716, 0.8295,\n", - " 0.8440, 0.8294, 1.6117, 0.8321, 0.8725, 0.8724, 0.8583, 0.8386, 0.8363,\n", - " 0.7997, 0.7855, 0.8234, 0.8731, 0.8391, 0.8603, 0.8488, 0.8502, 0.8635,\n", - " 0.8604, 0.8325, 0.8267, 0.9433, 0.8411, 0.8297, 0.8507, 0.8619, 0.8198,\n", - " 0.8596, 0.9341, 0.8629, 0.8587, 0.8290, 0.8592, 0.8635, 0.8309, 0.7260,\n", - " 0.8483, 0.8215, 0.8450, 0.8619, 0.8555, 0.8625, 0.8018, 0.8728, 0.8412,\n", - " 0.8330, 0.9033, 0.8347, 0.8568, 0.8650, 0.8478, 0.8590, 0.8300, 0.8117,\n", - " 0.9446, 0.8524, 0.8504, 0.8431, 0.8505, 0.8232, 0.8646, 0.8924, 0.8613,\n", - " 0.8237, 0.8907, 0.8542, 0.8381, 0.8493, 0.9394, 0.8559, 0.8457, 0.8347,\n", - " 0.8384, 0.8523, 0.8497, 0.7008, 0.8630, 0.8686, 0.8991, 0.8517, 0.8630,\n", - " 0.8588, 0.8568, 0.8810, 0.8367, 0.8362, 0.8216, 0.8617, 0.8304, 0.7871,\n", - " 0.8425, 0.8594, 0.8298, 0.8511, 0.8365, 0.8434, 0.8607, 0.8294, 0.8358,\n", - " 0.8798, 0.8147, 0.8358, 0.8634, 0.8583, 0.8488, 0.8582, 0.8690, 0.8204,\n", - " 0.8500, 0.8367, 0.8347, 0.8550, 0.8554, 0.8579, 0.8344, 0.8463, 0.8962,\n", - " 0.8290, 0.8439, 0.8604, 0.8367, 0.7990, 0.8059, 0.8492, 0.8747, 0.8827,\n", - " 0.8564, 0.8559, 0.8367, 0.8087, 0.8446, 0.8243, 0.8188, 0.8481, 0.8595,\n", - " 0.8728, 0.8444, 0.8342, 0.8165, 0.9047, 0.8274, 0.8475, 0.8678, 0.8303,\n", - " 0.8312, 0.8790, 0.8942, 0.8525, 0.8330, 0.8378, 0.8249, 0.8349, 0.8707,\n", - " 0.8478, 0.8532, 0.8067, 0.8345, 0.8687, 0.8831, 0.8205, 0.8745, 0.8849,\n", - " 0.8116, 0.8607, 1.0646, 0.8105, 0.8714, 0.8553, 0.8233, 0.8396, 0.8215,\n", - " 0.8131, 0.8671, 0.8644, 0.8547, 0.8483, 0.8177, 0.8354, 0.8391, 0.8526,\n", - " 0.8758, 0.8899, 0.8336, 0.8404, 0.8413, 0.8585, 0.8640, 0.8350, 0.8547,\n", - " 0.8350, 0.8335, 0.8430, 0.8507, 0.8385, 0.8965, 0.8858, 0.8368, 0.8680,\n", - " 0.8462, 0.8884, 0.8296, 0.8275, 0.8526, 0.8689, 0.8584, 0.8190, 0.8756,\n", - " 0.8311, 0.9045, 0.8605, 0.8543, 0.8210, 0.8476, 0.8063, 0.8726, 0.8491,\n", - " 0.8436, 0.8547, 0.8466, 0.8363, 1.0828, 0.8279, 0.8633, 0.8279, 0.8396,\n", - " 0.8248, 0.8555, 0.8601, 0.8649, 0.9414, 0.8409, 0.8382, 0.8422, 0.7070,\n", - " 0.8349, 0.8393, 0.8890, 0.8678, 0.8809, 0.8638, 0.8489, 0.8288, 0.8630,\n", - " 0.8506, 0.8118, 0.8649, 0.8647, 0.8499, 0.8278, 0.8581, 0.7798, 0.8732,\n", - " 0.8623, 0.8570, 0.8415, 0.8307, 0.8156, 0.8518, 0.8377, 0.8572, 0.8434,\n", - " 0.8699, 0.8062, 0.8603, 0.8478, 0.8088, 0.8536, 0.8418, 0.8255, 0.8336,\n", - " 0.8214, 0.8632, 0.8536, 0.8572, 0.8295, 0.8693, 0.8435, 0.8618, 0.8350,\n", - " 0.8450, 0.8762, 0.8235, 0.8998, 0.8017, 0.8178, 0.8160, 0.8456, 0.8700,\n", - " 0.8464, 0.8341, 0.8547, 0.8416, 0.8600, 0.8253, 0.8222, 0.8422, 0.8318,\n", - " 0.8716, 0.8259, 0.8703, 0.8493, 0.8493, 0.8867, 0.8211, 0.8444, 0.8451,\n", - " 0.8555, 0.8471, 0.8320, 0.8377, 0.8427, 0.8544, 0.8529, 0.8680, 0.8911,\n", - " 0.8428, 0.8413, 0.8471, 0.8487, 0.8346, 0.8576, 0.8398, 0.8257, 0.8380,\n", - " 0.8574, 0.8316, 0.8696, 0.8554, 0.8419, 0.8407, 0.8487, 0.8443, 0.8418,\n", - " 0.8603, 0.8382, 0.8771, 0.8511, 0.8505, 0.8360, 0.8882, 0.8473, 0.9015,\n", - " 0.8756, 0.8869, 0.8460, 0.8616, 0.8442, 0.8155, 0.8514, 0.8648, 0.8657,\n", - " 0.8804, 0.8519, 0.8621, 0.8479, 0.8607, 0.8232, 0.8773, 0.8574, 0.8427,\n", - " 0.8494, 0.9454, 0.8615, 0.8602, 0.9206, 0.8314, 0.8427, 0.8468, 0.8528,\n", - " 0.8728, 0.8320, 0.8267, 0.8138, 0.8464, 0.8511, 0.8437, 0.8251, 0.8903,\n", - " 0.8346, 0.8762, 0.8286, 0.8463, 0.8644, 0.8704, 0.8401, 0.8421, 0.8382,\n", - " 0.8371, 0.8343, 0.8397, 0.8621, 0.8402, 0.8429, 0.8619, 0.8596, 0.8597,\n", - " 0.8786, 0.8325, 0.8564, 0.8275, 0.8584, 0.8863, 0.8499, 0.8511, 0.8212,\n", - " 0.8188, 0.8686, 0.8701, 0.8482, 0.8704, 0.8937, 0.8291, 0.8391, 0.8516,\n", - " 1.5371, 0.8554, 0.8568, 0.8563, 0.8404, 0.8409, 0.8398, 0.8875, 0.8691,\n", - " 0.8495, 0.8180, 0.8389, 0.8536, 0.6582, 0.8556, 0.8524, 0.8522, 0.8569,\n", - " 0.8311, 0.8471, 0.8558, 0.8501, 0.8438, 0.8706, 0.8647, 0.8470, 0.8286,\n", - " 0.8387, 0.8455, 0.8571, 0.9022, 0.8090, 1.0631, 0.8578, 0.8398, 0.8367,\n", - " 0.9711, 0.8156, 0.8653, 0.8613, 0.7998, 0.7831, 0.8282, 0.8466, 0.8523,\n", - " 0.8346, 0.8365, 0.8424], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.1344e-02, 1.2080e-02, -4.6364e-02, -3.0130e-02, 7.9443e-02,\n", - " 5.0981e-02, 1.1908e-02, -2.0652e-02, -1.0936e-01, -1.1688e-01,\n", - " -8.6071e-02, 2.6358e-02, -1.1645e-01, 1.5676e-02, -3.1420e-02,\n", - " 3.6622e-02, 5.6841e-02, 4.6632e-02, -8.3829e-03, -7.8806e-02,\n", - " -2.4978e-02, -3.3134e-02, 6.8759e-02, 3.2692e-02, 3.3648e-02,\n", - " -2.8723e-02, 8.5249e-03, -5.7247e-02, -1.0357e-01, -1.4365e-02,\n", - " 6.1772e-02, -7.3953e-02, -3.5921e-04, -3.0949e-02, -1.3592e-01,\n", - " -7.2458e-02, -5.0496e-02, -1.5356e-02, -5.2733e-02, -1.0026e-01,\n", - " -1.4037e-01, -6.2274e-02, -7.1671e-02, -1.5139e-02, -8.2626e-02,\n", - " -4.7771e-02, -1.4454e-01, 3.6936e-02, -7.9435e-02, -3.5952e-02,\n", - " -1.0434e-01, 7.1274e-02, 3.2480e-02, 6.3918e-02, 2.8611e-02,\n", - " -1.6015e-02, -1.3967e-01, -1.6648e-02, -6.6715e-02, -7.7961e-02,\n", - " -8.4401e-03, 4.0578e-02, 1.0819e-01, -4.4659e-02, 1.1845e-02,\n", - " 5.9508e-02, 1.6610e-02, 1.8677e-02, -1.1001e-01, -1.2207e-01,\n", - " -1.0786e-01, -9.6549e-02, -6.1122e-02, -3.2128e-02, -7.1845e-02,\n", - " -1.2359e-01, -2.4683e-02, -1.9532e-02, 1.5631e-02, 9.3122e-02,\n", - " -7.1852e-02, -2.3720e-02, -3.4551e-02, -2.2903e-02, -4.2727e-02,\n", - " -8.6009e-02, -9.0888e-02, 9.3918e-02, -5.9314e-02, 7.0650e-02,\n", - " -1.0035e-01, 1.4553e-02, 1.3380e-02, 1.0654e-01, 7.3451e-03,\n", - " -1.3439e-01, 1.1810e-01, -7.5076e-02, -3.9675e-02, -1.2730e-02,\n", - " -9.3441e-02, -7.8124e-02, 5.0937e-03, -4.6052e-02, -1.3498e-01,\n", - " -9.7142e-02, -7.0380e-02, -9.0184e-02, -5.4622e-02, -1.1805e-02,\n", - " -9.8805e-02, 9.0518e-03, -6.6125e-02, -7.6516e-02, -1.6316e-01,\n", - " 9.1859e-02, 6.8594e-02, -1.1347e-01, -9.3453e-02, -1.6409e-02,\n", - " 4.9831e-02, 5.9697e-02, -2.5936e-02, 3.3220e-01, -1.5791e-02,\n", - " -4.6808e-02, 1.6120e-03, 5.4064e-02, -1.0811e-01, -1.0923e-01,\n", - " -2.3789e-02, 1.1774e-01, -2.7513e-03, -1.0053e-01, -6.7293e-02,\n", - " -1.4769e-01, -5.7897e-02, -1.0835e-01, -3.9113e-03, -3.5699e-02,\n", - " -5.1963e-02, -9.8398e-02, -8.2750e-02, -6.5031e-02, -5.8932e-02,\n", - " -3.8372e-02, -3.2102e-02, -1.0399e-01, -2.4155e-02, -6.1841e-02,\n", - " -5.7919e-02, 1.0234e-03, -1.5286e-01, -1.6116e-01, -6.3931e-02,\n", - " 5.4084e-02, 6.7514e-02, -4.2360e-02, -9.1926e-02, -3.0753e-02,\n", - " 3.0540e-02, -6.8048e-02, -6.3836e-02, -1.0519e-01, 3.6709e-02,\n", - " 2.3915e-02, 8.1677e-02, 6.4061e-02, -1.0920e-01, 6.5083e-02,\n", - " -7.1140e-02, -9.0670e-02, 5.8689e-02, -7.2455e-02, -8.5068e-02,\n", - " -6.9670e-02, 6.7066e-02, 2.5771e-02, 6.9231e-02, -1.5279e-02,\n", - " -6.2065e-01, 4.2855e-02, -1.0108e-01, 1.4958e-02, -5.1842e-02,\n", - " -2.9548e-02, 1.2663e-01, -1.9485e-02, -1.4611e-02, -7.0454e-02,\n", - " -1.5010e-01, -1.1479e-01, -2.0274e-02, -4.6186e-02, 3.7312e-02,\n", - " -4.6845e-03, -1.1243e-01, 5.7662e-03, -4.8168e-02, 4.1642e-02,\n", - " -1.2994e-01, -1.0522e-01, 5.8554e-02, -7.5463e-02, -1.3078e-01,\n", - " 3.4147e-02, 3.6588e-02, -4.6127e-02, -3.3408e-02, 3.4817e-03,\n", - " -4.2363e-02, -4.2850e-02, 6.9876e-02, -4.7035e-02, 3.6683e-02,\n", - " 2.3717e-02, -5.6663e-02, -2.3482e-02, 2.2695e-03, -7.1891e-02,\n", - " 3.4086e-02, -3.9050e-02, -5.4687e-02, -1.0103e-02, -4.6291e-02,\n", - " -1.3215e-01, -4.2017e-03, -6.4696e-02, 7.4318e-02, -3.7038e-02,\n", - " -7.4783e-02, 3.7466e-03, -4.4902e-02, -5.4526e-02, -3.2154e-02,\n", - " -6.9844e-02, -1.7045e-02, -9.5056e-02, 5.8156e-02, -1.0002e-01,\n", - " -2.9361e-03, 5.3961e-02, -1.5724e-02, 1.2291e-01, -7.9840e-02,\n", - " -6.2188e-02, -3.2282e-02, 8.2793e-03, -1.1508e-01, -1.4068e-01,\n", - " -5.5942e-02, -1.2841e-01, -4.0451e-02, -4.0718e-02, -6.1471e-02,\n", - " -8.3071e-02, -1.5063e-02, -2.3455e-02, 1.1974e-02, 7.6468e-02,\n", - " -6.5692e-02, -1.8200e-02, -1.4435e-02, -6.2212e-02, -1.2290e-01,\n", - " -1.7033e-01, -2.5049e-02, -9.7031e-02, 7.9129e-03, -3.5679e-02,\n", - " -6.2448e-03, 5.5563e-02, -9.0274e-02, 3.9126e-02, -1.1295e-01,\n", - " -5.1131e-02, 5.9279e-03, -9.5505e-03, -6.1520e-02, -2.4447e-02,\n", - " -1.8512e-02, 8.4790e-02, -9.8691e-02, -8.7056e-02, -1.1217e-01,\n", - " -1.5344e-01, 5.8255e-02, -1.4153e-01, -7.1881e-03, -1.1657e-03,\n", - " -7.4974e-02, 4.0591e-02, -8.0208e-02, 3.8199e-02, -5.8486e-04,\n", - " 5.0867e-02, 3.5725e-03, -1.4645e-02, -2.7721e-04, -5.1357e-02,\n", - " -5.7399e-02, -8.0470e-03, -6.7928e-02, 2.5977e-02, -1.1493e-01,\n", - " -2.4930e-02, -1.7211e-02, -1.4713e-01, -2.2575e+00, 3.7316e-02,\n", - " -1.8979e-02, -1.0595e-01, -1.0567e-02, -7.6957e-02, 2.2319e-02,\n", - " -1.2596e-01, -5.9056e-02, 3.7224e-02, 1.6287e-02, -6.8733e-02,\n", - " -4.9052e-02, 4.2215e-02, -6.1539e-03, -9.2575e-02, -2.2745e-02,\n", - " -4.3827e-02, 1.5006e-02, 2.1218e-02, -5.9763e-02, -1.6321e-01,\n", - " -1.3407e-01, 7.0248e-02, -2.2305e-02, 4.9774e-02, -7.5658e-02,\n", - " -5.4044e-02, -1.0192e-01, -7.0567e-02, -4.1365e-02, -1.0061e-01,\n", - " -1.5344e-02, -2.0617e-02, -7.9850e-02, -9.0090e-02, -1.2089e-03,\n", - " -1.7109e-02, -1.2406e-01, -1.1144e-01, -1.0369e-01, -7.0175e-02,\n", - " -5.0133e-02, -1.3557e-02, 1.6262e-01, -9.9455e-02, -7.2051e-02,\n", - " -1.1553e-01, 3.9777e-03, 5.5598e-02, -1.8694e-02, -9.6043e-04,\n", - " 6.9841e-02, -7.7826e-02, 5.5478e-02, -4.6886e-02, -7.8571e-03,\n", - " -1.7885e-02, -1.2144e-01, 3.0650e-02, 5.2436e-03, -8.6549e-02,\n", - " -1.2067e-01, -1.2578e-01, -3.0886e-02, -1.4648e-01, -1.3343e-01,\n", - " -9.9811e-02, 1.0904e-01, 5.2390e-02, -6.2593e-02, 7.3330e-02,\n", - " -8.2041e-02, -2.8029e-01, -1.3285e-02, -1.2791e-01, 2.9784e-02,\n", - " -4.9950e-02, 1.3312e-02, -2.3558e-04, -1.0833e-01, -9.1062e-02,\n", - " -3.6797e-02, 4.6885e-02, -8.6031e-03, -7.7853e-02, -4.7832e-02,\n", - " 2.6897e-02, -4.3142e-02, -8.8117e-02, 1.3069e-02, -7.0432e-02,\n", - " -3.8987e-02, -9.9468e-02, 4.2137e-02, 2.7479e-02, -6.7665e-02,\n", - " -4.4414e-02, 7.5395e-03, -2.0309e-03, 4.0419e-02, -1.4872e-01,\n", - " -8.2230e-02, -6.8386e-02, -6.8401e-02, -4.1047e-02, -8.8755e-02,\n", - " 5.6166e-02, 5.6017e-02, -5.5956e-02, 2.1983e-02, -2.2961e-02,\n", - " -7.1032e-03, -7.5360e-02, 6.5075e-02, -9.5735e-02, 4.0330e-02,\n", - " 7.4802e-02, 8.9258e-03, 2.9245e-02, -1.5354e-02, 6.8174e-02,\n", - " -1.0322e-01, -2.5460e-03, -1.0041e-01, -1.2218e-02, -8.0847e-02,\n", - " -6.2028e-02, 6.3530e-02, 8.3978e-03, -5.7599e-02, -1.0613e-01,\n", - " -2.3226e-02, 5.4509e-02, 1.6102e-02, -4.9709e-02, -1.4171e-01,\n", - " -1.9604e-01, -9.9754e-02, -9.7179e-02, -8.0188e-02, 3.6264e-02,\n", - " 3.3763e-02, -1.4644e-02, 1.3093e-01, 8.6540e-03, 2.5184e-02,\n", - " 1.3682e-02, -9.1370e-02, -6.9037e-04, -2.6415e-02, -6.0097e-02,\n", - " -3.5762e-03, -4.9125e-02, -8.7560e-02, 5.8042e-02, 8.4096e-02,\n", - " 3.6079e-03, -5.9528e-02, -7.0748e-02, 3.0864e-02, -1.0618e-01,\n", - " -8.6109e-02, -4.3467e-02, -7.9412e-03, 1.1864e-01, -8.4393e-02,\n", - " -6.7752e-02, -1.3682e-02, 1.3190e-01, -4.1765e-02, -9.5315e-02,\n", - " -8.5517e-02, -1.0381e-02, 7.4308e-03, 2.5057e-02, -1.2178e-01,\n", - " -1.0872e-01, -3.0953e-02, -6.2515e-03, -6.9138e-02, -1.0413e-01,\n", - " -9.2249e-02, -8.9106e-03, 1.4600e-01, -1.2124e-01, -8.7356e-02,\n", - " -1.2041e-01, -1.1749e-01, -3.5789e-02, 3.8827e-02, -8.9954e-03,\n", - " -2.3699e-02, -7.3208e-02, -8.5094e-02, -1.4362e-01, -5.3073e-02,\n", - " 1.5437e-02, -8.0135e-02, 1.2968e-02, -2.8527e-02, -1.8904e-02,\n", - " -1.3154e-01, 3.9962e-02, 7.3063e-02, -2.0348e-01, 3.3176e-02,\n", - " -4.0622e-02, -7.5475e-02, 6.5075e-02, -1.1102e-01, -6.7218e-02,\n", - " -7.5741e-02, 2.4920e-02, -1.2435e-02, -1.9510e-02, -1.4103e-02,\n", - " -6.3889e-02, 1.4682e-01, -1.2999e-01, -4.1460e-02, -1.1495e-01,\n", - " -1.9698e-02, -1.1444e-01, -3.0427e-02, 4.8089e-02, -6.2266e-02,\n", - " -7.7924e-02, 2.4362e-04, -1.4317e-01, -3.6246e-02, -1.2393e-01,\n", - " 4.1629e-02, 8.1272e-02, -8.8061e-02, -7.7921e-02, -8.0148e-02,\n", - " -9.8167e-02, -8.5414e-02, -1.5176e-02, 1.9671e-02, 5.1377e-02,\n", - " -1.5865e-02, -1.1811e-01, -7.8402e-02, 2.3705e-02, 2.9540e-02,\n", - " -8.7734e-02, -8.4668e-02, 9.9336e-02, -4.6445e-02, -1.6185e-01,\n", - " -1.3077e-01, -4.2604e-02, 5.8688e-02, 1.1358e-02, -1.2765e-01,\n", - " -6.1923e-02, -8.4753e-02, -3.0332e-02, -6.0014e-04, -7.5688e-02,\n", - " -1.0452e-01, -8.2666e-03, 4.5868e-02, -3.2654e-02, -4.4266e-02,\n", - " -5.2327e-02, 8.4792e-02, -7.2354e-02, 2.3774e-02, -3.6025e-02,\n", - " -1.1545e-01, -2.8853e-02, -2.0315e-02, 2.3356e-02, -5.5108e-02,\n", - " -3.2399e-02, 1.0912e-01, -1.3768e-01, -9.9473e-02, -1.2217e-02,\n", - " -9.2016e-02, -3.4299e-02, 1.1813e-02, -2.0268e-01, -1.2499e-02,\n", - " 3.3174e-02, -1.0902e-01, -2.4698e-02, -1.8718e-02, -1.3656e-02,\n", - " -1.8760e-02, -5.9220e-02, -2.1743e-02, -5.2343e-02, 6.8899e-02,\n", - " 3.8413e-02, -1.1812e-01, 4.0992e-02, -8.7708e-02, 6.0118e-02,\n", - " 1.1129e-01, -2.3863e-03, -2.4479e-02, 5.5275e-02, -4.8966e-02,\n", - " -1.3996e-01, -1.2337e-01, 5.8795e-03, 1.5241e-02, -1.1743e-01,\n", - " 2.0023e-02, -1.0781e-02, -8.2880e-02, -6.0243e-02, 9.4822e-03,\n", - " -1.2696e-01, 4.8240e-03, -6.5649e-02, 6.8928e-03, -5.0116e-02,\n", - " 8.7673e-02, 3.1290e-02, -2.8279e-02, 1.1816e-02, -7.9418e-03,\n", - " 3.5138e-02, -3.7828e-02, 1.0395e-01, 5.2070e-02, 1.1879e-02,\n", - " -3.6229e-02, 5.4177e-02, -1.7798e-01, -9.3546e-02, 3.3682e-02,\n", - " -1.0662e-01, -3.3063e-02, 2.0191e-02, 5.7537e-02, -1.8093e-02,\n", - " -9.0532e-02, 9.5468e-02, -7.4289e-02, -2.5821e-02, -2.6561e-02,\n", - " -4.5162e-02, 2.9504e-02, -3.1473e-02, 2.8452e-02, -2.9851e-02,\n", - " -2.8579e-02, -9.0557e-02, 5.2943e-03, -5.8344e-02, 4.7541e-02,\n", - " -2.5308e-02, -1.0288e-01, -4.9240e-02, -5.8421e-02, 1.6592e-02,\n", - " 1.2111e-01, -5.4313e-02, -8.1466e-02, -4.9400e-02, 7.0303e-03,\n", - " -4.2782e-02, -4.3525e-02, -8.5807e-03, 6.2815e-02, 5.9304e-02,\n", - " -1.0129e-01, -6.6303e-02, -7.5956e-03, -6.3686e-02, -2.5517e-02,\n", - " -2.0086e-02, -6.0147e-02, -2.3865e-02, -3.3763e-02, -7.4924e-02,\n", - " -1.3382e-01, -1.6790e-01, -1.3245e-01, -3.7097e-02, 2.2390e-02,\n", - " -1.0047e-01, -8.1847e-02, -7.7880e-02, 5.0404e-02, -1.4665e-01,\n", - " 5.9582e-02, -1.1912e-02, -1.1096e-01, -1.0069e-01, 6.5853e-02,\n", - " 1.5271e-02, 4.4003e-02, 1.9579e-02, 4.8464e-02, 6.3348e-02,\n", - " -6.8227e-02, 3.1810e-02, -3.2205e-02, 8.8901e-02, -5.0658e-02,\n", - " -1.0127e-01, -1.6246e-01, 1.6157e-02, -4.4182e-02, -6.6988e-02,\n", - " -5.1723e-01, 1.4864e-02, -7.6332e-02, -7.5355e-03, 2.3505e-02,\n", - " -4.6339e-02, -1.4055e-02, -1.6824e-01, 7.3489e-03, -3.3287e-02,\n", - " -6.3824e-04, 5.9921e-03, -8.3247e-02, 9.5896e-02, 3.1140e-02,\n", - " -5.0645e-02, -1.2309e-01, 2.1778e-02, -8.4379e-02, -7.0738e-02,\n", - " -8.9048e-02, -4.2593e-02, -1.2673e-01, -1.4987e-01, 8.0047e-02,\n", - " 7.0084e-03, -8.5599e-02, -6.0880e-02, -5.7156e-02, -8.4430e-03,\n", - " -6.1077e-02, -9.3670e-02, -6.0107e-02, -5.3923e-02, -5.4385e-02,\n", - " -1.1415e-01, -1.8597e-01, -2.0845e-02, -4.5953e-02, 1.9309e-02,\n", - " 9.4666e-02, -1.1881e-01, -4.2700e-03, -1.2863e-01, -4.4709e-02,\n", - " -4.3273e-02, 5.3781e-02, 2.5261e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-0.0976, -0.0618, -0.0515, ..., -0.1151, -0.0466, -0.1224],\n", - " requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.5741e-02, 4.2078e-02, 1.2011e-02, 2.2932e-03, 5.5518e-02,\n", - " 4.5913e-02, 2.2022e-02, -5.5168e-02, -2.1741e-02, -1.0107e-01,\n", - " -9.8937e-02, 5.2764e-02, -7.3483e-02, 8.6208e-02, 6.0888e-02,\n", - " 1.2144e-01, 1.0733e-02, 4.1013e-03, 2.8674e-02, -3.3970e-02,\n", - " 2.2772e-02, -6.7903e-03, 4.9564e-03, 1.4364e-02, 2.9709e-02,\n", - " -6.4162e-03, 5.6278e-02, 6.3540e-02, -1.5162e-02, -1.7254e-02,\n", - " -2.8550e-04, 4.7133e-02, 3.4972e-02, -7.6128e-02, 2.4526e-02,\n", - " -2.5571e-02, -3.0283e-02, -5.3822e-03, 2.4152e-02, -5.9109e-02,\n", - " -4.5285e-03, -1.7886e-02, -4.1091e-02, 1.0376e-02, 4.9845e-02,\n", - " 4.7674e-02, -8.8754e-02, 7.5486e-02, -1.0166e-01, -7.9692e-02,\n", - " 4.3310e-03, 5.8896e-02, 7.9482e-02, 2.7634e-03, -2.2596e-02,\n", - " 6.1754e-02, -2.9951e-02, 6.2471e-02, 3.7189e-02, 4.2943e-02,\n", - " -1.5058e-02, -2.4581e-02, 6.8931e-02, -8.8080e-03, -2.2560e-02,\n", - " -5.4985e-02, 5.4128e-02, 7.5724e-02, 2.8788e-02, 4.6660e-02,\n", - " -4.4814e-03, 3.1812e-02, -3.7511e-02, -8.0002e-02, 1.0749e-01,\n", - " -6.5850e-02, 4.5588e-02, 2.3601e-02, 5.3216e-02, 8.7131e-02,\n", - " 7.3938e-02, -3.2171e-02, 2.5774e-02, 9.8898e-03, 2.4024e-03,\n", - " -6.3372e-02, -9.0037e-02, -3.0310e-02, -1.5730e-02, 9.7426e-02,\n", - " -7.6012e-02, -5.0295e-03, 8.4208e-02, 5.3904e-02, 3.9876e-02,\n", - " -1.5031e-01, 1.3342e-02, 5.5709e-03, 8.6004e-02, -3.2644e-02,\n", - " -6.3840e-02, -4.0073e-02, 1.4759e-03, -2.9463e-03, -1.3734e-01,\n", - " -7.9349e-02, -5.9826e-02, -7.3977e-02, -7.9907e-02, -9.2668e-02,\n", - " -2.6027e-02, 2.4271e-02, -9.1017e-02, 1.4410e-02, -5.3724e-02,\n", - " 1.5609e-02, 4.0855e-02, 4.5932e-02, -4.2466e-02, -3.3923e-02,\n", - " 5.1573e-02, 1.4564e-01, 3.8452e-02, -3.4191e-03, 4.3361e-02,\n", - " 3.6211e-02, 5.3221e-02, -2.2619e-02, -1.5577e-02, -7.8316e-02,\n", - " -1.2720e-02, 6.6331e-02, 7.5486e-03, -5.7261e-03, -1.3333e-02,\n", - " -8.1408e-02, 4.1948e-02, 1.4382e-02, 8.5527e-02, -3.4351e-02,\n", - " -5.0566e-02, -4.0421e-02, -1.1631e-01, 3.7037e-02, 6.9312e-02,\n", - " 6.3102e-03, -7.9192e-02, -1.0396e-01, -9.4308e-02, 1.1846e-01,\n", - " -6.8122e-02, 6.9707e-02, 8.7248e-03, 7.6877e-04, -4.4632e-02,\n", - " 8.9779e-02, -5.9622e-03, 3.3064e-02, -1.0618e-02, 2.4632e-02,\n", - " 4.5643e-02, -7.5217e-03, 5.2801e-02, -3.7286e-02, 2.0312e-03,\n", - " 2.8662e-02, 3.2067e-02, -1.7333e-02, 4.4542e-02, 3.4369e-02,\n", - " -7.0471e-02, -4.3833e-03, -2.4420e-02, -5.7783e-02, -2.8720e-02,\n", - " -1.1356e-02, -2.3630e-03, -2.0051e-03, -7.4737e-02, -8.6264e-03,\n", - " -1.6157e-01, 3.9566e-03, -3.2327e-02, -5.7044e-02, -6.0499e-02,\n", - " 2.5157e-02, 5.5642e-02, -2.2992e-02, 7.6248e-02, 1.8392e-02,\n", - " 4.4709e-02, -9.9869e-02, 5.4718e-02, -4.5948e-04, 6.2032e-02,\n", - " -7.7357e-02, 1.8792e-02, 4.1057e-02, 6.4767e-02, 4.7432e-02,\n", - " -9.0086e-02, -2.4933e-02, 4.9760e-02, -9.5229e-02, 2.1131e-02,\n", - " 1.2652e-01, 2.1365e-02, 3.0726e-02, 3.9724e-02, 2.1305e-02,\n", - " 1.0902e-02, -5.3310e-02, -5.6873e-03, 1.0282e-02, 9.9563e-02,\n", - " -8.4239e-02, -2.7006e-02, -1.1546e-01, 4.0102e-02, -8.9660e-02,\n", - " 4.6134e-02, 4.1681e-02, 9.0483e-04, 4.2167e-03, 7.7366e-03,\n", - " 5.3710e-02, 2.2877e-02, -3.4592e-02, 4.5413e-02, -9.4250e-02,\n", - " -5.7224e-02, 1.9963e-02, 3.3544e-02, 2.6429e-02, 4.3978e-02,\n", - " 7.0906e-02, -1.4172e-02, 3.1707e-02, 1.1556e-01, 2.2510e-02,\n", - " 1.3776e-01, 3.4043e-03, 1.9217e-02, 9.7301e-02, -9.2280e-02,\n", - " -1.0608e-02, 5.2683e-02, -1.4630e-03, -2.5501e-02, 1.8408e-02,\n", - " -1.0153e-02, -5.9191e-02, -6.9154e-04, -5.0810e-02, -5.9029e-03,\n", - " -3.4107e-02, -8.1468e-02, -4.7834e-02, 5.1254e-02, 1.1035e-01,\n", - " -7.3325e-02, -2.8772e-02, -2.7043e-02, -1.8885e-02, 5.3347e-02,\n", - " -7.9410e-03, -7.5070e-02, -4.7684e-02, 5.5057e-02, 8.8665e-02,\n", - " 7.7637e-02, 1.4622e-02, 7.4473e-03, -1.2827e-01, 2.7860e-02,\n", - " 9.5059e-02, 6.5501e-03, -1.1090e-02, -5.4270e-02, -2.4547e-02,\n", - " 7.8927e-03, 2.2875e-02, 3.0793e-03, -1.2587e-02, -7.1923e-02,\n", - " -3.4396e-02, 7.3324e-02, -8.3631e-02, -6.4532e-02, 8.5521e-02,\n", - " 4.4709e-02, -1.5898e-02, -2.5457e-02, 1.0278e-01, 3.4183e-02,\n", - " 6.7814e-03, 3.5959e-03, 7.0658e-02, -4.9623e-02, -3.2984e-03,\n", - " 2.4855e-03, 4.9145e-02, -9.1689e-03, 1.4704e-02, 2.1152e-02,\n", - " -8.3013e-02, -7.5539e-02, -7.5281e-02, -5.7309e-01, -6.0819e-02,\n", - " -8.5979e-02, -1.9025e-02, 4.4833e-02, -2.6851e-02, -1.3231e-02,\n", - " -1.7288e-02, -3.0165e-02, 3.5889e-02, -5.5218e-02, 4.3945e-02,\n", - " -4.3719e-02, 9.3420e-03, 3.9414e-02, 6.3030e-02, -8.1831e-02,\n", - " -3.7091e-02, 3.6320e-02, 1.1276e-01, -1.1581e-02, -5.2862e-02,\n", - " -1.2598e-02, -3.1647e-02, 4.8075e-03, 1.4833e-02, -6.5028e-02,\n", - " -7.6895e-03, -7.3512e-02, -2.5486e-02, -4.1813e-02, 1.5875e-04,\n", - " 2.7444e-02, -7.8871e-02, 6.8268e-02, -6.3687e-03, 2.2613e-02,\n", - " -3.2094e-02, 4.0743e-02, 2.3803e-02, -4.9665e-02, -3.8302e-03,\n", - " 1.7203e-03, -6.6815e-02, 2.7893e-02, 2.8895e-02, 1.1447e-02,\n", - " -2.9330e-02, -2.4495e-02, 7.2686e-02, -6.2831e-02, -3.8198e-02,\n", - " 5.3170e-02, -2.2470e-03, 1.3094e-02, -2.8768e-03, -5.7709e-02,\n", - " 1.2637e-02, 3.5921e-02, 7.7178e-02, -1.2786e-02, 6.8424e-02,\n", - " 4.2647e-02, -3.6230e-02, 6.6335e-02, 1.8345e-02, 5.5026e-02,\n", - " -1.6044e-02, 9.5089e-02, -5.7743e-02, -3.9953e-03, -5.6321e-02,\n", - " 1.7654e-02, -1.1355e-01, -2.0111e-02, -1.2025e-02, -2.2342e-02,\n", - " -3.8111e-02, -1.8493e-02, 4.7788e-02, -1.1700e-01, 2.9329e-02,\n", - " 1.0777e-01, 8.1691e-02, 1.0103e-02, -3.9286e-02, 4.3974e-02,\n", - " -1.0193e-01, 4.6519e-04, 3.4982e-02, 1.7681e-02, -2.2531e-02,\n", - " 5.9354e-03, -4.4545e-02, 8.4809e-02, 1.2845e-02, 7.2413e-03,\n", - " -8.9966e-02, -2.0195e-02, -5.5660e-02, 5.1682e-03, -2.9537e-02,\n", - " 3.0734e-02, -6.4153e-02, -8.2416e-02, -4.1658e-02, 3.5524e-02,\n", - " 8.4056e-02, 2.6158e-02, -7.0579e-02, 5.0375e-02, -1.5945e-02,\n", - " -3.6871e-02, -5.4097e-02, 7.0046e-02, -5.9001e-02, -6.6906e-02,\n", - " 2.8931e-02, 2.1156e-02, 1.4465e-02, -4.2688e-02, 3.0843e-02,\n", - " -9.5841e-02, 3.1049e-02, -1.7267e-02, 5.8211e-02, -1.1215e-02,\n", - " 2.5011e-02, -5.2271e-02, -7.2524e-03, 4.1636e-02, -1.2922e-02,\n", - " 3.3012e-02, -1.3943e-01, -2.3983e-02, -1.0884e-01, -4.5540e-02,\n", - " 8.2418e-03, -1.1399e-02, 1.9262e-02, 3.5149e-02, 2.1226e-02,\n", - " 4.1662e-02, 5.5880e-02, 5.5789e-02, 7.1931e-02, 1.1613e-02,\n", - " -3.0148e-02, -6.4731e-03, 1.6994e-02, 4.7024e-02, -1.6237e-02,\n", - " 7.8670e-02, -3.5580e-02, -9.2719e-03, -8.0301e-02, 7.5849e-02,\n", - " 1.6408e-03, -1.3350e-02, -1.3303e-02, -1.0529e-02, -6.1056e-02,\n", - " -4.6966e-02, -2.0982e-02, -1.9628e-02, 1.8064e-02, -5.4067e-02,\n", - " -4.4243e-02, -1.2639e-02, -3.5794e-03, 5.3594e-02, -6.1120e-02,\n", - " -3.5429e-02, 2.9079e-02, -1.0818e-02, -2.0240e-02, -4.4640e-02,\n", - " 5.4709e-02, 5.5514e-02, 4.5176e-02, 5.2774e-02, 2.0449e-03,\n", - " 2.4148e-02, 7.5699e-02, 9.8555e-03, -1.4599e-02, -3.2677e-02,\n", - " -1.8330e-02, -4.1715e-02, 3.6530e-02, 7.1768e-02, 2.3452e-03,\n", - " 1.4440e-03, 9.1412e-02, -6.8613e-02, -1.9729e-02, -5.9021e-02,\n", - " 2.3761e-03, -4.1591e-02, -1.1875e-02, -5.7171e-02, -3.9905e-02,\n", - " -1.8021e-01, 1.4446e-02, -2.0283e-02, -3.4604e-02, 1.0934e-01,\n", - " 9.3487e-02, -1.6994e-02, -2.2198e-02, -7.0739e-02, -3.3051e-02,\n", - " 3.6369e-03, 2.6813e-02, 3.7742e-02, 5.3021e-03, -2.6763e-02,\n", - " -1.9912e-02, 7.5408e-02, -1.4839e-01, 5.4851e-02, -2.8359e-02,\n", - " -8.4575e-02, -7.1482e-02, -3.5255e-02, 4.3687e-02, -7.3170e-03,\n", - " -1.0373e-01, 1.8857e-02, -1.6432e-03, 4.4577e-02, -1.0060e-01,\n", - " 4.6177e-02, 5.7075e-02, 1.3574e-01, -3.1414e-02, -1.5419e-02,\n", - " 6.4323e-02, -1.9411e-02, 9.2282e-02, 5.1881e-02, -2.1687e-02,\n", - " -5.2754e-03, -1.7284e-02, -7.6404e-02, -7.7567e-03, 3.9789e-03,\n", - " -6.3117e-02, -7.0600e-03, 8.3449e-02, 4.4994e-02, -6.5175e-04,\n", - " -1.2513e-02, 2.4039e-02, -1.7452e-02, 8.6102e-02, 9.3158e-03,\n", - " 1.5504e-02, 1.6610e-02, 3.5816e-02, 5.1665e-02, -2.8690e-03,\n", - " -5.9123e-02, 1.6995e-02, 2.7976e-02, 9.5845e-02, -2.8796e-02,\n", - " -3.9649e-02, 2.7449e-02, 4.1449e-02, 2.4183e-02, -5.3613e-02,\n", - " -1.2956e-02, 7.5293e-02, 2.5709e-02, -4.0720e-02, 1.0458e-03,\n", - " -2.5551e-02, 2.9039e-02, 1.0784e-02, 1.2268e-01, 3.7313e-02,\n", - " -2.2168e-02, 8.9978e-02, 4.8200e-02, -1.3578e-02, 2.6823e-02,\n", - " 1.4709e-02, -1.7293e-02, 7.1181e-02, -2.5049e-02, 6.0888e-02,\n", - " -1.3517e-02, -1.1441e-02, -4.5996e-02, -8.6260e-02, 5.1932e-02,\n", - " 1.0900e-01, -5.6022e-02, -7.5737e-03, -1.9261e-02, 3.7798e-02,\n", - " 2.1514e-02, 4.5055e-02, 3.1432e-02, -4.1821e-02, 5.2410e-02,\n", - " -4.6340e-02, -5.2976e-02, -1.7671e-02, 6.4157e-02, -1.4843e-01,\n", - " 8.2264e-03, 4.8591e-03, -5.7576e-02, 1.2325e-02, 2.7476e-02,\n", - " -1.5675e-02, -3.9709e-03, 1.9007e-02, 9.8442e-03, -2.1851e-02,\n", - " 9.1209e-03, -4.7204e-02, 6.9091e-02, 4.1224e-02, -5.7185e-03,\n", - " -2.4363e-02, 4.1596e-02, 6.0440e-02, 6.6958e-02, -1.5571e-02,\n", - " -6.2780e-02, 2.3440e-02, -6.9045e-02, -9.7530e-02, 8.4682e-04,\n", - " -1.2317e-01, -2.8132e-02, 1.5301e-02, 6.0423e-03, 4.2853e-02,\n", - " 3.2683e-02, 3.7758e-03, 1.2861e-02, 3.9315e-02, -5.9100e-02,\n", - " -2.7530e-02, -1.8280e-02, 1.0072e-02, 3.5076e-02, -6.3968e-02,\n", - " -5.9066e-02, -1.2943e-01, -8.5690e-03, -3.7181e-02, 4.0224e-02,\n", - " -2.3463e-02, 2.0499e-02, -7.8721e-02, 1.6681e-02, 9.0797e-02,\n", - " 9.1372e-02, -1.5501e-04, -2.4964e-02, -2.6653e-02, 7.8210e-02,\n", - " 5.0348e-02, 6.5885e-03, 7.9732e-02, -5.8013e-02, 4.9909e-02,\n", - " 5.5382e-02, -2.6498e-02, 5.4312e-02, 2.9646e-02, -1.8378e-02,\n", - " -1.3659e-02, 3.9050e-02, 3.0359e-02, 6.9679e-02, -2.7579e-02,\n", - " -5.6372e-02, -9.0979e-02, -8.0618e-03, -7.0255e-02, 1.0123e-02,\n", - " 7.2885e-02, -5.6820e-02, -6.6698e-02, 9.6192e-02, -6.9482e-02,\n", - " 6.3897e-02, 5.1526e-02, -6.7743e-02, 3.1714e-02, 5.6532e-02,\n", - " 7.8241e-02, -1.0519e-02, 7.6105e-02, 1.2452e-01, 8.5340e-02,\n", - " -3.3119e-02, -1.7505e-02, -6.9945e-02, 6.2715e-02, -2.0161e-02,\n", - " 8.1423e-03, -2.7961e-03, 6.6570e-02, 1.3823e-01, -4.0674e-02,\n", - " -3.4993e-02, 2.4117e-02, 1.5082e-02, 6.2326e-02, 7.5106e-02,\n", - " 4.3886e-03, -6.8087e-02, -4.5146e-02, -9.0466e-04, -4.9335e-02,\n", - " 1.3295e-03, -6.4656e-03, 2.4747e-02, 3.9950e-02, 6.8273e-02,\n", - " -3.3840e-02, 3.3392e-02, 9.5674e-02, 2.1115e-02, -8.5006e-03,\n", - " 1.8209e-02, -4.2123e-02, -5.6538e-02, -2.2504e-02, 1.8652e-02,\n", - " -2.2379e-02, -3.0439e-02, -9.4725e-02, -8.1087e-02, -2.8831e-02,\n", - " 2.8818e-02, 5.2690e-02, -1.8964e-01, -5.8527e-02, -9.2450e-02,\n", - " 9.2485e-03, -4.2063e-02, 8.4913e-02, 2.1387e-02, -4.8710e-02,\n", - " -4.6535e-02, 1.5636e-02, 3.8541e-02, -5.6517e-05, -6.6900e-02,\n", - " 5.6160e-02, 3.0651e-02, 4.5752e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0.6384, 0.6300, 0.6657, 0.6127, 0.6376, 0.6371, 0.6570, 0.6331, 0.6264,\n", - " 0.6274, 0.6279, 0.6530, 0.6055, 0.6508, 0.6297, 0.6216, 0.6509, 0.6025,\n", - " 0.6437, 0.6300, 0.6269, 0.6288, 0.6218, 0.6324, 0.6286, 0.6211, 0.6202,\n", - " 0.6334, 0.6525, 0.6213, 0.6393, 0.6333, 0.6316, 0.6377, 0.6364, 0.6289,\n", - " 0.6342, 0.6112, 0.6209, 0.6371, 0.6302, 0.6346, 0.6272, 0.6218, 0.6665,\n", - " 0.6390, 0.6836, 0.6314, 0.6834, 0.6381, 0.6403, 0.6628, 0.6905, 0.6079,\n", - " 0.6166, 0.6367, 0.6341, 0.6005, 0.6061, 0.6538, 0.6669, 0.6125, 0.6143,\n", - " 0.6157, 0.6322, 0.6397, 0.6320, 0.6501, 0.6304, 0.6317, 0.6289, 0.6107,\n", - " 0.6380, 0.6405, 0.6143, 0.6522, 0.6047, 0.6076, 0.6453, 0.6347, 0.6345,\n", - " 0.6315, 0.6294, 0.6553, 0.6169, 0.6251, 0.6510, 0.6221, 0.6401, 0.6853,\n", - " 0.6214, 0.6307, 0.6428, 0.6185, 0.6171, 0.6550, 0.6437, 0.6276, 0.6232,\n", - " 0.6212, 0.6536, 0.6362, 0.6159, 0.6311, 0.6680, 0.6267, 0.6330, 0.6212,\n", - " 0.6301, 0.5318, 0.6436, 0.6386, 0.6399, 0.6273, 0.6604, 0.6951, 0.6258,\n", - " 0.6358, 0.6286, 0.6141, 0.6586, 0.6308, 0.6431, 0.6485, 0.6303, 0.6178,\n", - " 0.6410, 0.6356, 0.6644, 0.6729, 0.6194, 0.6183, 0.6338, 0.6260, 0.6120,\n", - " 0.6670, 0.6350, 0.6337, 0.6329, 0.6186, 0.6261, 0.6323, 0.5352, 0.6262,\n", - " 0.6402, 0.6480, 0.6291, 0.6221, 0.6568, 0.6198, 0.6312, 0.6352, 0.6188,\n", - " 0.6464, 0.6209, 0.6688, 0.6608, 0.6192, 0.6645, 0.6005, 0.6289, 0.6210,\n", - " 0.6187, 0.6294, 0.6319, 0.6159, 0.6647, 0.6350, 0.6330, 0.6304, 0.6271,\n", - " 0.6352, 0.6252, 0.6280, 0.6691, 0.6531, 0.7134, 0.6341, 0.6153, 0.6190,\n", - " 0.4560, 0.6633, 0.6192, 0.6314, 0.6253, 0.6157, 0.6236, 0.6331, 0.6351,\n", - " 0.6228, 0.6346, 0.6620, 0.6803, 0.6246, 0.6366, 0.6230, 0.6173, 0.7476,\n", - " 0.6356, 0.6460, 0.6094, 0.6203, 0.6758, 0.6076, 0.6733, 0.5315, 0.6364,\n", - " 0.6397, 0.6674, 0.6287, 0.6353, 0.6318, 0.6663, 0.6376, 0.6200, 0.6303,\n", - " 0.6224, 0.6362, 0.6235, 0.6183, 0.6421, 0.5906, 0.6244, 0.6254, 0.6406,\n", - " 0.6402, 0.6670, 0.6475, 0.6141, 0.6419, 0.6289, 0.6276, 0.6012, 0.6322,\n", - " 0.6502, 0.6098, 0.6163, 0.6439, 0.6441, 0.6198, 0.6096, 0.6438, 0.6417,\n", - " 0.6207, 0.6221, 0.6314, 0.6346, 0.6424, 0.6505, 0.6197, 0.6626, 0.6280,\n", - " 0.6274, 0.6147, 0.6576, 0.6521, 0.6229, 0.6307, 0.6542, 0.5951, 0.6398,\n", - " 0.6278, 0.6261, 0.6218, 0.6329, 0.6784, 0.6857, 0.6377, 0.6338, 0.6250,\n", - " 0.6533, 0.6379, 0.6497, 0.4800, 0.6291, 0.6451, 0.6843, 0.6271, 0.6006,\n", - " 0.6481, 0.6145, 0.6409, 0.6265, 0.6621, 0.6242, 0.6424, 0.6176, 0.6414,\n", - " 0.6487, 0.6233, 0.6266, 0.6764, 0.6153, 0.6282, 0.6213, 0.6218, 0.6077,\n", - " 0.6760, 0.6448, 0.6194, 0.6133, 0.6627, 0.6620, 0.6123, 0.6447, 0.6276,\n", - " 0.6074, 0.6355, 0.2733, 0.6234, 0.6448, 0.6281, 0.6408, 0.6209, 0.6348,\n", - " 0.5948, 0.6265, 0.6288, 0.6523, 0.6324, 0.6185, 0.6138, 0.6167, 0.6319,\n", - " 0.6588, 0.6490, 0.6170, 0.6269, 0.6300, 0.6341, 0.6205, 0.6115, 0.6197,\n", - " 0.6779, 0.6323, 0.6168, 0.6396, 0.6188, 0.6363, 0.6000, 0.6344, 0.6188,\n", - " 0.6309, 0.6176, 0.6522, 0.6386, 0.6353, 0.6329, 0.6167, 0.6441, 0.6369,\n", - " 0.6345, 0.6275, 0.6363, 0.6353, 0.6486, 0.6287, 0.6268, 0.6261, 0.6385,\n", - " 0.5896, 0.6288, 0.6216, 0.6141, 0.6393, 0.6453, 0.6181, 0.6181, 0.6344,\n", - " 0.6263, 0.6077, 0.6241, 0.6399, 0.6224, 0.6326, 0.6354, 0.6133, 0.6352,\n", - " 0.6321, 0.6392, 0.6411, 0.5365, 0.6179, 0.6134, 0.6166, 0.6293, 0.6133,\n", - " 0.6500, 0.6387, 0.6225, 0.6784, 0.6560, 0.6243, 0.6406, 0.6288, 0.6380,\n", - " 0.6308, 0.6276, 0.6754, 0.6355, 0.6390, 0.6337, 0.6624, 0.6925, 0.6277,\n", - " 0.6035, 0.6296, 0.6262, 0.7089, 0.6599, 0.6311, 0.6430, 0.6382, 0.6258,\n", - " 0.6512, 0.6338, 0.6338, 0.6218, 0.6266, 0.6353, 0.6361, 0.7031, 0.6023,\n", - " 0.6456, 0.6385, 0.6299, 0.6390, 0.6515, 0.6246, 0.6396, 0.6430, 0.6355,\n", - " 0.7782, 0.6255, 0.6211, 0.6263, 0.6885, 0.6084, 0.6313, 0.6296, 0.6192,\n", - " 0.5809, 0.6468, 0.6258, 0.6383, 0.6193, 0.6281, 0.6406, 0.6237, 0.6258,\n", - " 0.6268, 0.5954, 0.6637, 0.6102, 0.6271, 0.6270, 0.6300, 0.6493, 0.6270,\n", - " 0.6391, 0.6346, 0.6552, 0.6556, 0.6211, 0.6292, 0.6225, 0.6489, 0.6339,\n", - " 0.6224, 0.6588, 0.6057, 0.6201, 0.6219, 0.7086, 0.6325, 0.6385, 0.6228,\n", - " 0.6193, 0.6111, 0.6333, 0.6416, 0.6281, 0.6128, 0.6520, 0.6238, 0.6236,\n", - " 0.6303, 0.6492, 0.6139, 0.6293, 0.6339, 0.6194, 0.6279, 0.6479, 0.6316,\n", - " 0.6276, 0.6436, 0.6213, 0.6427, 0.6065, 0.6271, 0.6237, 0.6408, 0.6397,\n", - " 0.6151, 0.7299, 0.6305, 0.6353, 0.6369, 0.6307, 0.6365, 0.6394, 0.6501,\n", - " 0.6402, 0.6174, 0.6086, 0.6521, 0.6170, 0.6230, 0.6358, 0.6497, 0.6148,\n", - " 0.6285, 0.6630, 0.6186, 0.6260, 0.6180, 0.6201, 0.6336, 0.6081, 0.6540,\n", - " 0.6130, 0.6145, 0.6939, 0.6317, 0.6149, 0.7039, 0.6160, 0.6272, 0.6087,\n", - " 0.6282, 0.6575, 0.6640, 0.6269, 0.6428, 0.6156, 0.6506, 0.6301, 0.6189,\n", - " 0.6474, 0.6188, 0.6614, 0.6475, 0.6764, 0.6282, 0.6363, 0.6255, 0.6093,\n", - " 0.6269, 0.6226, 0.6362, 0.6387, 0.6603, 0.6926, 0.6305, 0.6326, 0.5934,\n", - " 0.6091, 0.5922, 0.6331, 0.6759, 0.6226, 0.6200, 0.6283, 0.6323, 0.6834,\n", - " 0.6318, 0.6485, 0.6731, 0.6307, 0.6407, 0.6428, 0.6478, 0.6101, 0.6382,\n", - " 0.6248, 0.6563, 0.6270, 0.5176, 0.6143, 0.6567, 0.6277, 0.6234, 0.6273,\n", - " 0.6230, 0.6163, 0.6253, 0.6246, 0.6219, 0.6437, 0.6163, 0.6394, 0.6223,\n", - " 0.6381, 0.6711, 0.6193, 0.6341, 0.6202, 0.6306, 0.6855, 0.6169, 0.6608,\n", - " 0.6413, 0.6073, 0.6099, 0.6886, 0.6545, 0.6303, 0.6289, 0.6170, 0.6146,\n", - " 0.6222, 0.6569, 0.6391, 0.6498, 0.6231, 0.6311, 0.6149, 0.6380, 0.6652,\n", - " 0.6179, 0.6393, 0.6344, 0.6307, 0.6375, 0.6570, 0.6364, 0.6536, 0.6366,\n", - " 0.6939, 0.6344, 0.6406, 0.6145, 0.6104, 0.6540, 0.6684, 0.6228, 0.6354,\n", - " 0.6247, 0.6329, 0.6069, 0.6222, 0.6401, 0.6184, 0.6320, 0.6253, 0.6561,\n", - " 0.6311, 0.6098, 0.6296, 0.6345, 0.6655, 0.6368, 0.6417, 0.6204, 0.6167,\n", - " 0.6496, 0.5092, 0.6322, 0.6467, 0.6442, 0.6169, 0.6217, 0.6171, 0.6479,\n", - " 0.6395, 0.6242, 0.6299, 0.6305, 0.6158, 0.6503, 0.6288, 0.6161, 0.6538,\n", - " 0.6713, 0.6220, 0.6196, 0.6965, 0.6285, 0.6369, 0.6248, 0.6180, 0.6288,\n", - " 0.6421, 0.6326, 0.6461, 0.6799, 0.6320, 0.6065, 0.6553, 0.6395, 0.6489,\n", - " 0.6506, 0.6355, 0.6255, 0.6291, 0.6445, 0.6394, 0.6475, 0.6315, 0.6116,\n", - " 0.6204, 0.6243, 0.6288, 0.6222, 0.6340, 0.6689, 0.6636, 0.6397, 0.6240,\n", - " 0.6251, 0.6379, 0.6349, 0.6577, 0.6313, 0.6256, 0.6191, 0.6826, 0.6339,\n", - " 0.6188, 0.6248, 0.6788, 0.6242, 0.6443, 0.6252, 0.6199, 0.6232, 0.6255,\n", - " 0.6361, 0.6255, 0.6459, 0.6494, 0.6014, 0.7048, 0.6307, 0.6436, 0.6340,\n", - " 0.6423, 0.6538, 0.6481, 0.6516, 0.6327, 0.5313, 0.6531, 0.6167, 0.6196,\n", - " 0.6541, 0.6369, 0.6306, 0.6473, 0.6102, 0.6082, 0.6307, 0.6290, 0.6272,\n", - " 0.6281, 0.6218, 0.6398], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-6.3461e-03, -1.9894e-02, 4.6285e-02, 1.5851e-02, -4.2569e-02,\n", - " -1.3283e-02, -9.1369e-03, -3.3534e-02, 2.5846e-02, -3.6451e-02,\n", - " -6.1155e-02, 3.0418e-02, 1.7200e-02, 1.2180e-02, -3.3043e-03,\n", - " -4.8502e-02, 5.4115e-04, -9.2394e-02, 1.0380e-02, 1.1926e-02,\n", - " -5.8754e-02, -6.8212e-03, 4.3755e-03, -4.5268e-02, 5.5810e-03,\n", - " -4.1087e-02, -4.8185e-02, -5.1641e-02, -9.1535e-02, -4.0457e-02,\n", - " -2.7150e-02, -4.6665e-02, -1.1590e-02, -7.6277e-02, -4.2056e-02,\n", - " -5.7515e-02, -2.7733e-02, -7.7364e-02, 6.9931e-03, -5.9466e-02,\n", - " 5.3589e-02, -2.0961e-02, -4.5835e-02, -6.9220e-02, -1.0842e-01,\n", - " -1.9135e-02, -1.3539e-01, -1.7333e-03, -1.0963e-01, -1.1798e-01,\n", - " -2.1245e-02, 4.4968e-02, 3.4347e-02, -2.5082e-02, -8.8453e-02,\n", - " -8.9132e-03, -2.2133e-03, -6.2073e-02, -5.2548e-04, -6.9640e-02,\n", - " 4.3890e-02, -8.3953e-02, 2.0464e-02, 5.0537e-02, -4.3895e-02,\n", - " -4.7470e-02, -9.3629e-04, -5.9144e-02, 3.3087e-02, 9.0344e-04,\n", - " 2.1959e-02, -2.3260e-02, -6.6600e-02, -5.4183e-02, -1.2760e-02,\n", - " -8.5299e-02, 4.8837e-02, -4.9116e-02, 4.0889e-02, 3.1605e-02,\n", - " 3.4653e-02, -3.4898e-02, -5.1033e-02, 1.9560e-02, -5.7742e-02,\n", - " -3.7249e-02, 2.8692e-02, -1.3316e-02, -4.7234e-02, 2.9975e-02,\n", - " 1.4817e-02, -7.7454e-02, 5.3532e-02, -1.5101e-02, -4.1975e-02,\n", - " -1.1653e-01, -4.0040e-02, -1.4511e-02, 2.9632e-02, -9.7741e-03,\n", - " -8.1774e-02, -7.5635e-02, -9.0471e-02, -2.8863e-02, -1.0929e-01,\n", - " -1.9059e-02, -2.8311e-02, 4.8349e-02, -5.1201e-02, -2.3034e-02,\n", - " -3.5799e-02, -3.8083e-02, 1.2375e-02, 2.0018e-02, -2.0495e-02,\n", - " 3.5751e-02, -2.9506e-03, 3.5649e-02, -2.2652e-03, -7.3649e-03,\n", - " 3.4992e-02, 1.1655e-01, -3.2204e-03, -3.2992e-02, 1.1133e-02,\n", - " 5.0059e-02, 1.0109e-02, -3.6496e-03, -3.4484e-02, -1.2807e-01,\n", - " -6.3418e-03, -1.3855e-03, -6.3614e-03, -3.4011e-02, 6.4414e-02,\n", - " -1.1152e-01, -4.5309e-02, -2.4458e-03, 3.8958e-02, -3.5377e-02,\n", - " -1.1892e-02, -4.7690e-03, 3.9924e-02, -2.8776e-02, -1.5479e-02,\n", - " -8.6420e-02, -3.7144e-02, 2.9788e-02, -6.6552e-02, 3.1951e-02,\n", - " 5.6070e-03, 5.7415e-02, 7.2993e-02, -7.0931e-02, 1.5957e-02,\n", - " 8.3283e-02, -1.4200e-02, -7.0544e-02, -1.1789e-01, -1.1684e-02,\n", - " 2.3768e-02, 5.1856e-02, -1.8541e-02, 5.1044e-02, -6.6014e-02,\n", - " -7.0924e-02, 3.6743e-03, -9.4640e-02, -5.0436e-02, -5.2546e-02,\n", - " -2.4143e-02, -1.7134e-02, 1.8747e-02, -5.1428e-03, -7.9001e-02,\n", - " 5.7671e-02, 9.3698e-02, -3.3379e-02, -5.0376e-02, -7.9511e-02,\n", - " 1.3052e-01, 1.4976e-02, -1.7266e-02, -3.8186e-02, -1.4686e-02,\n", - " -6.0080e-02, -6.1968e-02, 6.4466e-03, 3.3904e-02, 9.1657e-03,\n", - " -3.3732e-02, -1.1071e-01, -1.0519e-02, -6.0141e-04, 4.4024e-02,\n", - " -5.1106e-02, 1.0253e-02, 1.2218e-01, -7.0053e-03, 2.8158e-02,\n", - " -4.4821e-02, -2.7442e-02, 3.9209e-02, 5.1164e-02, -8.5783e-02,\n", - " 4.3804e-02, 4.2881e-02, -6.2721e-02, 4.4046e-02, -6.1240e-02,\n", - " -1.3413e-02, -6.9396e-02, 4.2974e-02, -8.8764e-02, -4.5121e-03,\n", - " -2.9662e-02, 5.5994e-02, -6.8597e-02, -4.9121e-02, 4.4877e-03,\n", - " 3.2838e-02, -6.2602e-02, -1.9148e-02, 5.5441e-03, -7.5632e-02,\n", - " -1.1891e-01, 3.6709e-02, -1.0153e-01, -3.3007e-02, 1.2996e-03,\n", - " -5.4093e-02, -4.5864e-02, -1.0291e-01, 1.7535e-03, 6.1727e-02,\n", - " -2.1266e-02, -8.1250e-03, -3.6417e-02, 4.2391e-02, 3.1332e-02,\n", - " -4.2671e-02, -1.9608e-03, -4.9377e-02, 1.9157e-02, -3.1282e-03,\n", - " -3.2789e-02, 4.4702e-02, -7.5857e-02, -7.6272e-02, -4.3770e-02,\n", - " -5.8095e-02, -9.6655e-02, -2.2400e-02, -2.8436e-02, 7.7737e-02,\n", - " -8.0331e-02, -4.7472e-02, 7.3887e-03, 2.6763e-02, -5.7786e-02,\n", - " -6.0987e-02, -3.2469e-02, -3.1629e-02, -1.2727e-01, -5.1392e-02,\n", - " -6.6688e-02, -1.9219e-01, -5.1794e-02, 2.4553e-03, 2.9904e-02,\n", - " 8.0934e-02, -3.0436e-02, 1.5577e-02, -7.2660e-02, -3.3336e-02,\n", - " -5.3065e-02, 1.1671e-01, 1.0026e-04, 1.9790e-03, -6.5624e-02,\n", - " -4.3014e-02, -1.0482e-02, 4.8351e-02, -8.9676e-02, 6.5467e-02,\n", - " -2.4850e-02, 1.4410e-02, -9.7899e-02, -1.1841e-01, 1.1648e-02,\n", - " 1.5642e-02, 4.3354e-02, -2.9421e-02, -5.1757e-02, -1.1092e-02,\n", - " -3.3445e-02, -2.2702e-02, 8.9328e-02, -6.5749e-02, 1.3442e-02,\n", - " 3.7518e-02, 3.1988e-02, -9.5302e-02, -4.4028e-02, -1.5638e-02,\n", - " -3.1500e-02, -1.3504e-02, 2.7924e-03, 2.2506e-01, -5.3851e-02,\n", - " -2.0857e-02, 4.1186e-03, -2.5374e-02, -2.3853e-02, 6.7087e-02,\n", - " -1.5815e-02, -3.7528e-03, 3.4893e-02, -2.6880e-02, 4.4248e-02,\n", - " -3.1470e-02, -3.4574e-02, -9.8893e-03, 6.6473e-02, -7.7952e-02,\n", - " -3.0651e-02, -4.4723e-02, 1.6922e-02, -8.1135e-02, -3.1212e-02,\n", - " -2.7336e-02, -4.2488e-02, -9.1422e-02, 6.7794e-02, -3.8465e-02,\n", - " -8.5077e-04, -4.9080e-02, -1.6648e-02, -5.0307e-02, 7.3965e-02,\n", - " -2.5469e-02, -1.5340e-02, -1.3841e-02, -5.3395e-02, 3.1235e-02,\n", - " -4.4601e-02, -3.0874e-02, 1.3887e-02, -1.5264e-02, -4.4242e-02,\n", - " -8.1788e-02, 3.6415e-02, -1.0788e-01, -6.9351e-02, -2.4133e-02,\n", - " -1.9062e-02, 3.4992e-02, -6.9762e-02, -5.6817e-02, -1.0014e-02,\n", - " -5.2109e-02, 6.1807e-02, -9.6213e-02, -3.5930e-02, -9.8491e-02,\n", - " -8.2680e-03, 4.1227e-03, -9.1548e-02, -3.5262e-02, -7.2005e-03,\n", - " -3.6008e-02, -3.1894e-02, -9.3911e-02, 1.2452e-02, 3.7334e-02,\n", - " -3.6833e-02, 1.2549e-02, 6.3336e-02, -2.8293e-02, -6.2196e-02,\n", - " -5.1179e-02, -2.1169e-02, -2.2330e-02, 1.7721e-02, -5.7899e-02,\n", - " -1.0315e-01, -8.9405e-03, -5.2078e-03, -5.5555e-02, 1.6670e-02,\n", - " 1.2780e-01, 5.6130e-02, 6.1353e-03, -5.0181e-02, 5.3761e-02,\n", - " -1.5701e-03, -2.8827e-02, 5.8172e-02, 2.3896e-02, -7.4967e-02,\n", - " -5.9917e-02, -1.2450e-02, 2.4290e-02, 1.0785e-01, -1.6169e-02,\n", - " -6.5232e-02, 2.7714e-02, -6.4520e-02, 8.3731e-02, -4.5130e-02,\n", - " -1.9344e-03, -4.9180e-02, -2.6595e-02, -2.3764e-02, -5.1821e-02,\n", - " -5.2828e-02, 5.9051e-03, -3.1387e-02, 1.5917e-02, -6.3710e-03,\n", - " -9.6739e-03, -1.7171e-01, -1.5133e-02, -3.4919e-02, -6.6834e-02,\n", - " -2.9504e-02, 7.5407e-03, -5.1922e-03, -7.4846e-02, -1.5151e-02,\n", - " -7.9631e-02, -2.6341e-02, -1.5012e-01, 2.2460e-02, 1.0107e-02,\n", - " -2.5778e-02, -2.6850e-05, -2.0127e-02, -3.9769e-02, -1.5528e-02,\n", - " -2.5348e-02, -6.8829e-02, 3.4717e-02, -2.0053e-03, -5.0096e-02,\n", - " 5.8816e-02, 4.7402e-02, -1.0247e-01, -2.6462e-02, -4.4910e-02,\n", - " -2.1627e-02, -4.0818e-02, -1.4128e-02, -9.3792e-04, -6.7596e-02,\n", - " -6.2011e-02, -4.6467e-02, -6.8064e-03, 7.3054e-02, -4.7341e-02,\n", - " -1.4687e-02, -3.7106e-02, -1.4129e-01, -9.2913e-02, -1.1632e-02,\n", - " -5.4049e-02, -5.8600e-02, 5.4550e-02, -3.9708e-02, -9.0867e-02,\n", - " -5.5624e-02, -2.0226e-02, -1.3310e-02, 4.2342e-02, -2.7498e-02,\n", - " -1.5261e-02, -5.2250e-02, -7.4362e-02, 5.7417e-02, -6.4251e-02,\n", - " -5.5464e-02, 5.9414e-03, 1.3054e-02, 3.2055e-02, 9.2786e-03,\n", - " 9.6044e-04, 9.5211e-02, 3.8422e-02, -1.6226e-03, -2.5338e-02,\n", - " -6.2656e-03, -8.6946e-03, -4.5840e-02, -5.9405e-02, -2.9124e-02,\n", - " 1.0008e-02, -4.2456e-02, 6.5832e-02, 4.8613e-02, -4.0501e-02,\n", - " -4.6531e-02, -1.5976e-02, -4.6823e-02, -1.7073e-02, -1.7184e-04,\n", - " 9.7579e-02, 1.2385e-02, -1.8580e-02, -2.3771e-02, 5.3708e-03,\n", - " -6.2866e-02, -6.6282e-02, 3.2546e-02, -5.4184e-02, 9.1790e-02,\n", - " -1.0412e-01, -9.0681e-02, 5.6900e-03, -3.8840e-02, -7.4245e-02,\n", - " -4.6258e-02, -1.0141e-02, 2.7948e-03, -9.8402e-02, -5.7454e-02,\n", - " 8.9371e-03, -4.7653e-02, -3.5983e-05, 3.6370e-02, -6.8060e-03,\n", - " -1.2731e-01, -2.8675e-02, 2.9252e-02, 7.4892e-02, -1.2447e-02,\n", - " -2.8557e-02, 1.0087e-01, 1.0119e-02, 3.5378e-02, 4.1354e-02,\n", - " -3.4999e-02, 6.8073e-02, -8.3200e-02, 1.2770e-03, -5.2315e-02,\n", - " -7.4785e-03, -6.4946e-02, 1.3443e-02, -3.5037e-02, 2.9521e-03,\n", - " -3.4377e-02, -6.3584e-02, -5.1472e-02, 2.8725e-02, -7.8538e-03,\n", - " -1.0991e-03, 1.7426e-02, -6.5711e-02, -1.6871e-02, 2.3383e-02,\n", - " 2.2133e-02, -4.0960e-02, 1.2284e-02, -8.1919e-02, -2.2731e-02,\n", - " -4.7884e-02, -4.9796e-02, -4.8432e-02, -3.7191e-02, 8.0479e-03,\n", - " -4.7701e-02, 1.8650e-02, -1.0814e-01, 7.4144e-02, -3.5186e-02,\n", - " -1.3576e-01, -6.6604e-02, 3.8105e-02, 1.3714e-02, 7.7252e-03,\n", - " 5.0489e-02, 4.1594e-02, 5.2363e-02, -5.8934e-02, -2.5082e-02,\n", - " 1.9394e-02, -6.3943e-03, -3.7295e-03, 3.8858e-02, 1.0877e-02,\n", - " -7.3624e-02, -4.5368e-02, -4.7722e-02, -1.0537e-02, 1.5779e-02,\n", - " -9.4885e-02, 1.1391e-02, 4.5534e-02, -2.0946e-02, 2.2194e-02,\n", - " -2.3659e-02, -2.0593e-02, -9.2396e-02, -5.1322e-02, 3.7030e-02,\n", - " -2.6163e-02, -5.7035e-03, -1.9519e-02, -7.4590e-03, 5.5139e-02,\n", - " -5.2928e-02, -9.3105e-02, -9.0368e-02, -5.1391e-02, 4.1980e-03,\n", - " -1.1540e-01, -2.4661e-02, -1.2784e-02, 3.7718e-02, 9.8530e-03,\n", - " -5.9503e-02, -1.6615e-02, -1.0033e-01, -1.2805e-01, 3.3951e-02,\n", - " -6.6903e-02, -1.0696e-01, -2.2511e-02, 1.0136e-02, -8.9295e-02,\n", - " -5.8106e-02, -1.8917e-02, 3.0799e-02, -8.4209e-02, -4.7490e-02,\n", - " 3.4659e-02, -2.3828e-02, 1.0109e-02, -2.2014e-02, 1.3713e-01,\n", - " -8.5138e-02, 4.2718e-03, 3.1069e-03, 2.6038e-02, -1.7890e-02,\n", - " -3.1987e-02, -7.9456e-02, -2.1475e-02, -9.4370e-02, 8.7895e-03,\n", - " -2.8219e-02, -4.0465e-02, -1.3446e-02, -5.4235e-02, 3.6914e-02,\n", - " -5.9405e-02, -4.1999e-02, 7.6936e-03, -2.3912e-02, 2.7201e-02,\n", - " -8.1045e-02, -6.2674e-02, 6.0316e-03, -8.3956e-03, -9.7366e-02,\n", - " -2.8905e-02, -6.4466e-02, -4.1084e-02, -1.5809e-02, -3.3628e-02,\n", - " -7.5521e-04, 1.1060e-02, -3.0861e-02, -2.7453e-02, -2.2560e-02,\n", - " -4.0385e-02, 1.1128e-02, 3.2616e-02, 1.9923e-02, -5.2315e-02,\n", - " -6.3481e-02, 2.8915e-02, -4.1004e-02, 2.9585e-02, 7.3443e-02,\n", - " -3.7008e-02, -1.3618e-02, 7.0967e-02, 6.3854e-02, -3.6539e-02,\n", - " 5.6841e-03, -2.3552e-02, -2.3075e-02, -1.0181e-01, -3.1658e-02,\n", - " 7.5154e-02, -6.8950e-02, 1.7453e-02, -4.2651e-02, -8.9301e-02,\n", - " -1.1395e-01, -5.5166e-02, -6.5374e-02, -1.0342e-01, -1.0614e-01,\n", - " -2.7443e-03, -2.7233e-02, -7.5034e-03, 1.6079e-02, -3.1732e-02,\n", - " 2.1911e-02, -3.8058e-02, 1.2087e-02, 1.9566e-02, -2.1590e-02,\n", - " -1.8401e-02, -5.6781e-02, 6.9947e-02, 3.7185e-02, -6.0096e-03,\n", - " -5.5889e-02, -7.1291e-04, -2.1571e-02, -1.1587e-01, -1.2091e-02,\n", - " 1.6871e-02, 2.5919e-02, -1.1262e-01, -9.1336e-02, -4.0920e-02,\n", - " -8.1354e-03, 6.3578e-02, -1.0269e-02, 6.2887e-02, -7.6906e-02,\n", - " -2.2190e-02, -3.0619e-04, -1.7264e-02, 1.4001e-02, -6.2175e-02,\n", - " -3.0614e-02, -7.7598e-03, 7.8681e-02, -1.1139e-01, -9.4248e-02,\n", - " -5.5925e-02, 1.9979e-02, -4.3891e-02, -5.6174e-02, -7.6827e-02,\n", - " 5.8949e-02, 2.0870e-02, -6.9111e-02, -7.9080e-02, -2.0177e-03,\n", - " -2.2291e-02, -1.0346e-01, 2.1730e-02, 7.4742e-02, -3.9678e-02,\n", - " -7.2509e-02, -1.7938e-02, 8.0589e-03, -4.5611e-02, -8.8949e-03,\n", - " 1.6488e-02, 3.7573e-02, -1.7079e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([-3.5976e-02, -3.8954e-03, 5.1814e-02, 2.2247e-02, -4.9372e-03,\n", - " -1.1203e-03, 2.6339e-02, 9.0639e-03, 3.8723e-02, -9.6557e-02,\n", - " 2.3311e-02, -2.0086e-02, 6.5490e-02, -5.1680e-02, 6.6156e-02,\n", - " -1.4721e-02, -4.5325e-03, -8.4059e-04, 1.3027e-02, -2.9770e-02,\n", - " 4.3693e-02, -1.4292e-02, 4.5489e-02, 4.5346e-03, 7.6859e-03,\n", - " -4.0926e-02, -1.1412e-02, 6.6037e-02, 6.7376e-02, 4.2859e-02,\n", - " -2.6975e-02, 3.5281e-05, -8.1483e-02, -3.7569e-03, 4.0570e-02,\n", - " -5.7694e-02, -8.3285e-03, -2.6218e-02, -4.7924e-03, -8.2249e-03,\n", - " -6.4672e-02, 1.9579e-03, 7.2015e-02, -2.2552e-02, 3.4110e-03,\n", - " -1.4251e-02, -8.3488e-03, 3.8957e-03, -5.5111e-02, -4.8916e-02,\n", - " -4.0505e-02, -3.5423e-02, 6.1806e-03, 9.7887e-04, 2.5234e-03,\n", - " 3.8691e-03, -7.2486e-03, -2.1082e-03, 1.9743e-03, -1.5894e-02,\n", - " -1.4470e-02, 3.2000e-03, 2.3056e-02, -4.6876e-02, -3.6722e-02,\n", - " -7.3898e-02, -4.4587e-03, 5.0023e-03, 6.9043e-03, 3.3589e-03,\n", - " 2.2775e-02, -3.1106e-03, 2.4767e-02, -4.8293e-02, -5.0632e-02,\n", - " 3.7559e-03, -8.8531e-03, 1.7421e-02, -5.2642e-03, -7.4719e-02,\n", - " -3.0047e-02, -5.3653e-02, 8.8173e-03, 6.1905e-02, -6.8883e-02,\n", - " -2.1225e-02, -8.6340e-03, -1.7548e-03, -8.5851e-02, 5.9378e-03,\n", - " 1.1967e-02, 2.0897e-03, -4.2413e-02, 8.7467e-03, 4.5203e-02,\n", - " -7.6098e-03, 1.8549e-04, 2.8614e-02, 2.0781e-03, -4.9508e-03,\n", - " -8.8196e-03, -3.4198e-03, 7.3986e-03, -1.7159e-03, 3.8593e-03,\n", - " -9.6255e-03, -1.3085e-02, -1.6207e-02, -4.1687e-02, 9.7658e-03,\n", - " 8.9834e-03, -5.8610e-03, -1.4935e-03, -5.3537e-02, 5.5583e-03,\n", - " -1.0870e-04, -8.4393e-02, -2.0534e-02, -8.6620e-02, 3.6078e-02,\n", - " 5.2120e-03, -1.4668e-02, 6.6004e-02, 3.5172e-02, 4.0267e-03,\n", - " -3.8512e-03, 4.1188e-02, -9.5374e-03, 8.4221e-03, 4.1511e-03,\n", - " 3.0034e-02, -6.3468e-04, -7.1196e-02, -7.6416e-02, 1.1497e-02,\n", - " 6.4726e-02, 2.7181e-03, 6.8666e-02, -4.0454e-03, 5.6817e-02,\n", - " 4.0652e-02, 1.6854e-02, -3.1005e-02, -1.3064e-02, 2.8483e-03,\n", - " 1.6498e-02, -3.0347e-02, 8.9853e-03, -7.7755e-03, -1.8113e-02,\n", - " -2.2885e-03, -5.0442e-03, 4.7131e-02, -6.0013e-02, -8.7461e-03,\n", - " 5.9925e-02, 2.1879e-02, 6.8031e-02, 6.3506e-02, -4.2697e-03,\n", - " -1.4504e-02, 4.1974e-02, 9.1194e-03, 3.0824e-03, 2.6392e-02,\n", - " 1.1135e-04, -6.1943e-02, 5.2578e-03, -3.5484e-02, 1.7566e-02,\n", - " 3.5716e-03, -4.5841e-03, 4.8374e-02, -7.5280e-02, -4.6712e-03,\n", - " 1.6970e-02, 8.2794e-02, 4.9445e-02, 4.4020e-03, -2.7126e-02,\n", - " -1.0707e-02, -2.4882e-02, -6.9837e-02, 7.4775e-02, 6.0947e-03,\n", - " 1.8029e-03, 6.6490e-03, -1.5068e-02, -4.7108e-02, -4.8279e-02,\n", - " 2.2051e-02, 1.0339e-02, -4.7205e-02, -4.5817e-03, -9.0287e-03,\n", - " -2.7196e-03, 3.0730e-03, 3.3383e-02, 5.3510e-03, -1.1000e-02,\n", - " -4.3553e-03, 6.9025e-02, 2.8795e-02, 3.3619e-02, -1.4701e-02,\n", - " 1.4060e-02, -4.8320e-02, -3.1883e-02, -1.4480e-03, 6.0081e-03,\n", - " 2.3593e-03, 8.4787e-02, 1.2406e-02, 2.5789e-03, -5.0564e-02,\n", - " -8.2032e-02, -9.4141e-04, -5.5241e-02, -7.6775e-03, -2.4861e-02,\n", - " 9.4571e-03, 5.8841e-03, -4.7154e-02, 3.5717e-03, -4.3507e-02,\n", - " -4.6676e-02, -1.2599e-03, -8.0774e-03, 2.4329e-03, -7.5354e-03,\n", - " 1.5403e-02, -3.6249e-02, -2.7785e-02, 2.7119e-02, 6.7980e-02,\n", - " 3.1430e-02, -5.2584e-02, 3.7485e-02, -4.8816e-03, 3.0093e-02,\n", - " -1.1456e-02, 5.6422e-02, -1.2345e-02, 6.0983e-03, -6.2267e-02,\n", - " 4.3605e-02, -3.8197e-02, 5.2499e-02, 1.6630e-04, -7.5969e-02,\n", - " -6.4865e-02, 1.3884e-02, -1.3189e-03, 6.7656e-02, -9.5227e-03,\n", - " 3.3197e-02, -2.3533e-02, -7.0145e-02, -1.0432e-02, 2.8274e-02,\n", - " -8.1062e-02, -3.1947e-02, -2.7126e-03, -1.3334e-02, -2.8135e-03,\n", - " -1.0706e-02, -6.9299e-02, 3.4644e-02, -2.9170e-03, 4.5919e-02,\n", - " -8.9445e-03, -2.6880e-02, 1.2639e-02, -6.7561e-02, -7.4783e-04,\n", - " 6.1452e-03, 5.0698e-02, -8.5238e-03, -5.8640e-02, 1.7157e-03,\n", - " 2.5632e-02, 1.0620e-02, 5.4907e-02, 3.9250e-02, 1.3627e-02,\n", - " 7.0662e-02, 5.1439e-02, 3.4894e-02, 1.0701e-02, -1.6566e-02,\n", - " 1.0428e-01, 3.2651e-02, -1.1483e-02, -6.2328e-02, -1.2810e-02,\n", - " 3.5336e-02, -1.5002e-02, -1.1252e-02, 1.3703e-04, -5.9601e-02,\n", - " -4.1940e-02, 6.4488e-02, 3.5795e-02, -1.1073e-02, 4.2960e-02,\n", - " 6.6363e-02, -2.1350e-02, -2.8048e-02, -7.8367e-03, 5.9328e-02,\n", - " -1.1968e-02, 1.9762e-02, 1.6436e-03, -1.9586e-04, 4.5457e-02,\n", - " -3.3673e-02, 2.8175e-02, 3.0951e-02, -8.4503e-03, 4.3550e-03,\n", - " -1.8311e-02, -6.0869e-02, 7.6723e-03, -8.1489e-03, -2.4181e-02,\n", - " -6.5763e-02, -3.1222e-03, -2.7059e-02, 5.2479e-03, 2.2024e-03,\n", - " 2.2695e-03, -3.7777e-02, 2.9974e-05, -5.2179e-02, 8.6420e-03,\n", - " 1.5367e-02, -2.6896e-02, -2.3252e-02, 1.3346e-02, -2.8418e-02,\n", - " 5.2154e-02, -6.8118e-02, 6.3350e-02, -2.9627e-03, -3.7981e-02,\n", - " 2.4390e-02, -2.4529e-03, -5.2262e-02, 4.4196e-03, 4.0819e-03,\n", - " -5.2573e-04, 1.5752e-02, -4.7064e-03, -7.4060e-02, -1.7793e-02,\n", - " -1.8469e-02, 4.7606e-03, -4.6088e-03, 7.6716e-02, -1.5433e-04,\n", - " 3.2812e-02, 9.1863e-03, 7.8530e-02, -7.5982e-02, -3.3673e-02,\n", - " -4.5526e-02, -7.1196e-02, 6.6536e-02, 6.6131e-02, 3.4918e-03,\n", - " -4.2715e-02, -7.3834e-04, 5.9887e-02, -9.4803e-03, -5.1243e-02,\n", - " 4.2864e-03, 2.6319e-02, -9.7941e-03, 5.9664e-02, -2.4174e-02,\n", - " -1.1204e-02, -7.2384e-03, 4.9288e-03, 1.6533e-02, -2.4369e-02,\n", - " 6.4933e-03, -1.3649e-02, -2.4182e-03, -6.2799e-03, -1.7210e-02,\n", - " -7.2431e-02, -7.8740e-03, 1.2792e-02, 2.0920e-02, -1.2329e-02,\n", - " 3.8972e-02, -7.1581e-03, -1.2284e-02, 1.9917e-03, 7.4051e-03,\n", - " -1.4321e-02, -3.5394e-02, -2.4015e-02, -3.2418e-02, -7.5521e-02,\n", - " 3.2948e-02, 1.5901e-03, -2.8555e-03, 2.7893e-03, -3.4312e-03,\n", - " 2.5345e-03, -1.6758e-02, -4.9462e-02, 3.2866e-03, 1.2931e-02,\n", - " -5.2172e-02, 7.3928e-02, -4.0985e-03, 9.5864e-03, 3.0872e-02,\n", - " 5.2427e-02, -1.4434e-02, -2.9415e-03, -4.2015e-03, -6.0903e-02,\n", - " 5.1717e-03, -6.3032e-02, 6.9126e-02, -3.7929e-02, 7.9866e-03,\n", - " 6.0435e-03, -8.5405e-03, 1.0294e-02, -9.4331e-03, 2.0938e-02,\n", - " -8.2480e-03, 3.0896e-02, 1.7897e-02, -2.8527e-02, -1.5033e-02,\n", - " 3.5082e-03, 5.9243e-02, -3.4988e-03, -1.2596e-03, -6.2648e-02,\n", - " -5.5414e-02, -1.9697e-02, -4.5624e-02, -7.3769e-02, 3.9488e-02,\n", - " 2.1077e-02, 7.9621e-03, 8.1903e-03, -6.0914e-03, -1.0476e-02,\n", - " -2.5105e-02, -4.3828e-03, -6.4321e-02, 4.9943e-02, -1.9390e-02,\n", - " 1.1147e-02, -4.4764e-03, 6.2568e-03, -6.4056e-02, 7.2374e-02,\n", - " 1.0556e-02, 1.0156e-03, 7.9476e-03, -2.9068e-02, 1.5874e-02,\n", - " -2.6810e-02, 2.9566e-02, -5.4999e-03, 1.3515e-02, -1.0681e-02,\n", - " -5.0631e-02, 4.0818e-02, 2.0823e-02, 3.9909e-03, 7.8542e-03,\n", - " -4.6300e-02, 2.4748e-03, 6.9978e-02, 4.5245e-02, -1.6835e-02,\n", - " -1.0396e-02, 1.5637e-02, -5.6454e-03, -7.2900e-02, 5.3020e-02,\n", - " 1.3894e-02, -1.8712e-05, -3.6843e-04, 5.5773e-03, 4.1098e-02,\n", - " -8.0191e-04, -2.4093e-03, -2.5919e-02, 1.2519e-03, -2.3039e-03,\n", - " -8.6203e-03, 1.2129e-02, 1.0854e-04, -1.5088e-03, -7.4610e-02,\n", - " 2.2519e-02, -3.8466e-02, 1.0974e-02, 6.0302e-02, -5.1620e-02,\n", - " 1.3340e-02, -8.0559e-03, 4.1242e-04, 1.9552e-02, -7.9269e-03,\n", - " -8.1603e-03, 1.7111e-03, 6.7728e-03, 6.4310e-02, -1.3457e-02,\n", - " -7.4335e-02, -3.4480e-02, -7.3911e-04, -6.2072e-02, -2.2311e-02,\n", - " -1.7109e-03, 5.9918e-03, -1.9664e-03, -7.1251e-03, 2.2825e-02,\n", - " -4.8720e-03, -6.5003e-02, -2.1775e-03, -1.8444e-03, 7.3265e-02,\n", - " 5.2221e-04, -1.2954e-02, -5.3259e-02, -3.7084e-02, -3.8334e-03,\n", - " 4.3280e-02, -6.0462e-02, 7.0455e-02, -6.5359e-02, 1.0842e-03,\n", - " 1.0533e-02, 6.1542e-03, -3.7020e-02, 1.8747e-04, -2.1195e-02,\n", - " -4.4640e-04, 1.5528e-03, 1.6410e-02, -6.1031e-02, -2.0254e-03,\n", - " -6.1408e-03, 5.8679e-03, -2.9146e-03, -1.9892e-03, 4.3533e-02,\n", - " 1.5581e-03, -1.3258e-02, -3.4477e-03, -3.1063e-03, 1.6558e-03,\n", - " 1.2330e-02, -1.3658e-02, 1.4830e-05, 2.3483e-03, -2.5652e-03,\n", - " -4.6861e-02, -3.8526e-03, 1.4891e-04, 3.5026e-03, 2.9304e-02,\n", - " -1.2515e-02, -1.6651e-02, -6.5505e-02, -7.0729e-03, 5.6096e-02,\n", - " 1.6492e-02, -1.0102e-02, -5.1001e-02, 4.6134e-02, 5.9714e-02,\n", - " 2.7749e-02, -3.9069e-03, 2.8098e-02, -4.3307e-02, 2.9125e-03,\n", - " -1.1555e-03, -5.4332e-04, 1.7716e-02, 3.9426e-02, -1.1650e-02,\n", - " 5.4143e-03, 7.6668e-04, -1.4501e-02, -3.2781e-02, -1.7109e-04,\n", - " -4.5489e-03, 1.3235e-02, -3.1242e-02, -6.5027e-02, 4.4712e-03,\n", - " -8.8002e-03, -4.7278e-02, 1.5585e-02, -1.2312e-03, -7.9780e-03,\n", - " 3.0320e-02, 5.8618e-02, 2.9539e-02, -1.0512e-02, 1.3233e-02,\n", - " -9.1499e-03, -1.4123e-02, 4.5389e-03, -4.5021e-02, 8.7648e-02,\n", - " 1.5873e-02, 3.4661e-02, 2.9271e-03, 8.5943e-04, 6.3336e-02,\n", - " 3.6434e-03, 2.7110e-02, 3.9728e-03, 1.6938e-02, 7.7805e-03,\n", - " -5.5892e-02, 1.3069e-02, -6.5158e-02, -1.4633e-03, -5.5059e-02,\n", - " 7.2858e-03, 5.3833e-03, 6.2287e-02, -2.0552e-03, 5.5169e-02,\n", - " 4.2386e-02, -6.4451e-03, 1.9792e-02, 5.1887e-02, 1.0740e-03,\n", - " -6.3414e-02, -7.8450e-02, -8.0298e-02, 6.7308e-03, -4.0420e-03,\n", - " -7.0452e-04, 1.4065e-02, 6.0994e-03, 4.5103e-03, 1.0812e-02,\n", - " -2.0521e-02, 6.0328e-02, 5.4586e-03, -6.6997e-02, 7.8335e-02,\n", - " -1.5540e-02, 5.5494e-03, 1.2440e-02, -7.8808e-02, -4.0115e-02,\n", - " 3.3492e-04, 1.2926e-03, 2.9311e-02, 1.7346e-02, 5.1262e-02,\n", - " -1.8666e-03, -8.3860e-03, -1.1787e-02, 2.8252e-02, -1.7593e-02,\n", - " -8.7817e-02, 5.2170e-03, 4.4334e-02, -3.3100e-02, 7.3799e-02,\n", - " -4.1801e-02, -4.6398e-03, 5.7726e-02, 2.2281e-02, 3.2628e-02,\n", - " 3.7614e-02, 2.2902e-02, -5.2283e-04, 2.9742e-02, 5.6447e-02,\n", - " 4.1772e-02, 7.6728e-02, 4.9035e-02, 2.5668e-02, 2.9138e-02,\n", - " 4.4800e-03, 1.5523e-02, -6.5518e-02, -1.5646e-03, 7.2878e-03,\n", - " 3.4111e-02, -9.0368e-04, -3.1689e-04, -3.5873e-02, 2.4688e-02,\n", - " -5.3862e-04, 1.4132e-02, -1.1777e-02, 7.0576e-03, -1.1229e-02,\n", - " -1.0256e-02, -3.0035e-02, -3.0638e-03, 1.3067e-02, 1.0861e-02,\n", - " 5.8566e-02, -7.6218e-03, -5.1887e-03, -4.6288e-03, 5.5355e-03,\n", - " 7.2679e-02, -5.8685e-02, 1.8479e-02, -5.3238e-03, 6.6855e-02,\n", - " -1.4153e-02, -1.0367e-02, 1.9953e-02, -4.0999e-02, -2.1670e-03,\n", - " -4.4959e-03, -3.5326e-02, 3.8980e-02, -1.1234e-02, -3.1199e-03,\n", - " -1.5884e-02, 2.0611e-02, 2.4461e-03, -2.1509e-03, 5.7122e-02,\n", - " 5.6231e-02, -6.3469e-03, 3.8378e-03, 7.6445e-03, -3.4256e-03,\n", - " -1.8695e-02, -4.3274e-04, 2.8806e-02, -4.9924e-02, 3.1271e-02,\n", - " -4.2970e-02, 2.0461e-02, -5.6234e-02, 2.5810e-05, -1.4020e-03,\n", - " -1.7969e-02, -1.1418e-02, 8.4572e-03, 5.4102e-03, 2.1549e-02,\n", - " -3.1038e-02, 4.6863e-02, -1.0834e-02, 5.6062e-02, 1.6208e-02,\n", - " 1.5080e-02, -1.9071e-02, 5.0027e-02], requires_grad=True),\n", - " Parameter containing:\n", - " tensor([0., 0.], requires_grad=True)],\n", - " 'weight_decay': 0.0,\n", - " 'lr': 0.001,\n", - " 'betas': (0.9, 0.999),\n", - " 'eps': 1e-08,\n", - " 'bias_correction': True,\n", - " 'amsgrad': False,\n", - " 'maximize': False,\n", - " 'foreach': None,\n", - " 'capturable': False,\n", - " 'differentiable': False,\n", - " 'fused': None}]" - ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "zero_opt.optim.param_groups" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "id": "cc8dfa0f", - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "__init__() got an unexpected keyword argument 'optim'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_2151258/2360451030.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mzero_opti\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mLowLevelZeroOptimizer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moptim\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moptimizer2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m: __init__() got an unexpected keyword argument 'optim'" - ] - } - ], - "source": [ - "zero_opti = LowLevelZeroOptimizer(optim=optimizer2)" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "e79725f3", - "metadata": {}, - "outputs": [], - "source": [ - "param_group = [{'params': [], 'weight_decay': 0.01, 'lr': 0.0, 'betas': (0.9, 0.999), 'eps': 1e-08, 'amsgrad': False, 'maximize': False, 'foreach': None, 'capturable': False, 'differentiable': False, 'fused': None, 'initial_lr': 0.000192}, {'params': [], 'weight_decay': 0.0, 'lr': 0.0, 'betas': (0.9, 0.999), 'eps': 1e-08, 'amsgrad': False, 'maximize': False, 'foreach': None, 'capturable': False, 'differentiable': False, 'fused': None, 'initial_lr': 0.000192}]" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "b5864a36", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'params': [],\n", - " 'weight_decay': 0.01,\n", - " 'lr': 0.0,\n", - " 'betas': (0.9, 0.999),\n", - " 'eps': 1e-08,\n", - " 'amsgrad': False,\n", - " 'maximize': False,\n", - " 'foreach': None,\n", - " 'capturable': False,\n", - " 'differentiable': False,\n", - " 'fused': None,\n", - " 'initial_lr': 0.000192},\n", - " {'params': [],\n", - " 'weight_decay': 0.0,\n", - " 'lr': 0.0,\n", - " 'betas': (0.9, 0.999),\n", - " 'eps': 1e-08,\n", - " 'amsgrad': False,\n", - " 'maximize': False,\n", - " 'foreach': None,\n", - " 'capturable': False,\n", - " 'differentiable': False,\n", - " 'fused': None,\n", - " 'initial_lr': 0.000192}]" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "param_group" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ba978920", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/language/bert/finetune.py b/examples/language/bert/finetune.py index a3309bc23ed5..57514ad8d0ba 100644 --- a/examples/language/bert/finetune.py +++ b/examples/language/bert/finetune.py @@ -239,7 +239,6 @@ def main(): # ============================== # Prepare Dataloader # ============================== - data_builder = GLUEDataBuilder(model_name, plugin, args.task, @@ -274,11 +273,7 @@ def main(): "weight_decay": 0.0, }, ] - - #TODO something wrong with HybridAdam when using pp optimizer = HybridAdam(optimizer_grouped_parameters, lr=lr, eps=1e-8) - #optimizer = HybridAdam(model.parameters(), lr=lr, eps=1e-8) - # optimizer = Adam(optimizer_grouped_parameters, lr=1e-3) # lr scheduler total_steps = len(train_dataloader) * NUM_EPOCHS @@ -312,7 +307,6 @@ def _criterion(outputs, inputs): data_builder.eval_splits, booster, coordinator) if coordinator.is_master(): - #print(results) if args.target_f1 is not None and 'f1' in results: assert results['f1'] >= args.target_f1, f'f1 score {results["f1"]} is lower than target {args.target_f1}'