From c0529177cd619e28f81e8505edd29615d4a9e73d Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Fri, 19 Sep 2025 14:54:35 +0000
Subject: [PATCH 1/8] Add an option for multi-threading shard file write

This has the potential to speed up dataset creation when both getting
values for writing an example and IO are slow.
---
 src/sedpack/io/dataset_filler.py              | 43 ++++++++++++---
 src/sedpack/io/dataset_writing.py             | 12 +++--
 src/sedpack/io/shard/shard.py                 | 37 ++++++-------
 src/sedpack/io/shard/shard_writer_base.py     | 21 +++++++-
 .../io/shard/shard_writer_flatbuffer.py       | 52 ++++++++++++++++---
 src/sedpack/io/shard/shard_writer_np.py       | 25 +++++++--
 src/sedpack/io/shard/shard_writer_tfrec.py    | 17 +++++-
 src/sedpack/io/utils.py                       | 29 +++++++++++
 .../iteration/test_rust_batched_generator.py  |  2 +-
 tests/io/test_bytes.py                        |  2 +-
 tests/io/test_check_consistency.py            |  2 +-
 tests/io/test_custom_metadata_type_limit.py   |  2 +-
 tests/io/test_end2end.py                      |  2 +-
 tests/io/test_end2end_dtypes.py               |  2 +-
 tests/io/test_end2end_shuffled.py             |  2 +-
 tests/io/test_hash_checksums.py               | 43 ++++++++++++++-
 tests/io/test_rust_iter.py                    |  2 +-
 17 files changed, 239 insertions(+), 56 deletions(-)

diff --git a/src/sedpack/io/dataset_filler.py b/src/sedpack/io/dataset_filler.py
index 52ee104a..87c838b8 100644
--- a/src/sedpack/io/dataset_filler.py
+++ b/src/sedpack/io/dataset_filler.py
@@ -1,4 +1,4 @@
-# Copyright 2023-2024 Google LLC
+# Copyright 2023-2025 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -15,6 +15,7 @@
 number."""
 
 from __future__ import annotations
+import concurrent.futures
 import dataclasses
 from pathlib import Path
 from types import TracebackType
@@ -47,11 +48,15 @@ class DatasetFillerContext:
     group_number.
     """
 
-    def __init__(self,
-                 dataset_root_path: Path,
-                 dataset_structure: DatasetStructure,
-                 relative_path_from_split: Path,
-                 write_updates: bool = True) -> None:
+    def __init__(
+        self,
+        dataset_root_path: Path,
+        dataset_structure: DatasetStructure,
+        relative_path_from_split: Path,
+        write_updates: bool = True,
+        *,
+        concurrent_pool: concurrent.futures.Executor | None,
+    ) -> None:
         """Initialize a dataset filler context which writes examples and
         automatically opens and closes shards (except possibly not closing the
         last shard which is closed by `DatasetFiller`).
@@ -72,6 +77,9 @@ def __init__(self,
           could be faster (not writing the info file after each shard). But
           that way progress may be lost (e.g., when the process is interrupted
           during writing a shard file).
+
+          concurrent_pool (concurrent.futures.Executor | None): Shard file
+          writing concurrently or not.
         """
         # Make sure that we do not accidentally traverse the directory above
         # `dataset_root_path`.
@@ -84,6 +92,8 @@ def __init__(self,
         self._dataset_root_path: Path = dataset_root_path
         self._dataset_structure: DatasetStructure = dataset_structure
         self._relative_path_from_split: Path = relative_path_from_split
+        self._concurrent_pool: concurrent.futures.Executor | None
+        self._concurrent_pool = concurrent_pool
         self._write_updates: bool = write_updates
 
         # Constants.
@@ -184,7 +194,8 @@ def write_example(self,
     def close_shard(self, shard: Shard, split: SplitT) -> None:
         """Close shard. Called automatically by DatasetFiller.__exit__."""
         # Finish writing the shard.
-        shard_info: ShardInfo = shard.close()
+        shard_info: ShardInfo = shard.close(
+            concurrent_pool=self._concurrent_pool,)
 
         # Remember this shard info.
         if split not in self._shards_lists:
@@ -223,6 +234,7 @@ class DatasetFiller:
 
     def __init__(self,
                  dataset: DatasetWriting,
+                 concurrency: int = 0,
                  relative_path_from_split: Path = Path("."),
                  auto_update_dataset: bool = True) -> None:
         """Context manager for writing examples into a dataset.
@@ -232,6 +244,9 @@ def __init__(self,
           dataset (DatasetWriting): Dataset object representing the dataset we
           are filling.
 
+          concurrency (int): Setting to a positive integer allows writing shard
+          files in parallel. Defaults to 0 (sequential).
+
           relative_path_from_split (Path): New shards are created inside
           `dataset_root_path / split / relative_path_from_split` or children.
           It will be created if it does not exist yet. Useful for
@@ -244,11 +259,17 @@ def __init__(self,
           `DatasetFiller` objects it is advised to set this parameter to
           `False` since this is not thread safe.
         """
+        self._concurrent_pool: concurrent.futures.Executor | None = None
+        if concurrency > 0:
+            self._concurrent_pool = concurrent.futures.ThreadPoolExecutor(
+                max_workers=concurrency,)
+
         self._dataset_filler_context: DatasetFillerContext
         self._dataset_filler_context = DatasetFillerContext(
             dataset_root_path=dataset.path,
             dataset_structure=dataset.dataset_structure,
             relative_path_from_split=relative_path_from_split,
+            concurrent_pool=self._concurrent_pool,
         )
         self._auto_update_dataset: bool = auto_update_dataset
         self._dataset: DatasetWriting = dataset
@@ -286,6 +307,14 @@ def __exit__(self, exc_type: Type[BaseException] | None,
                     split=split,
                 )
 
+        if self._concurrent_pool is not None:
+            # Wait to finish writing of all files (after closing all shards but
+            # before updating metadata files).
+            self._concurrent_pool.shutdown(
+                wait=True,
+                cancel_futures=False,
+            )
+
         # Write updated info files.
         self._update_infos()
 
diff --git a/src/sedpack/io/dataset_writing.py b/src/sedpack/io/dataset_writing.py
index e9f30084..5d202746 100644
--- a/src/sedpack/io/dataset_writing.py
+++ b/src/sedpack/io/dataset_writing.py
@@ -140,9 +140,14 @@ def write_multiprocessing(  # pylint: disable=too-many-arguments
         # Return user-defined results.
         return results
 
-    def filler(self) -> DatasetFiller:
+    def filler(self, concurrency: int = 0) -> DatasetFiller:
         """Return a dataset filler context manager for writing examples.
 
+        Args:
+
+          concurrency (int): Setting to a positive integer allows writing shard
+          files in parallel. Defaults to 0 (sequential).
+
         Example use:
         # Context manager properly opens and closes shards.
         with dataset.filler() as dataset_filler:
@@ -153,7 +158,7 @@ def filler(self) -> DatasetFiller:
                     split=split,
                 )
         """
-        return DatasetFiller(self)
+        return DatasetFiller(dataset=self, concurrency=concurrency)
 
     def write_config(
         self,
@@ -279,7 +284,8 @@ def check(
                     if real_hashes != file_info.hash_checksums:
                         raise ValueError(
                             f"Hash checksum miss-match in {file_info.file_path}"
-                        )
+                            f"got: {real_hashes} but expected "
+                            f"{file_info.hash_checksums}")
 
 
 # We want to get results back.
diff --git a/src/sedpack/io/shard/shard.py b/src/sedpack/io/shard/shard.py
index 407dd691..4a6b4842 100644
--- a/src/sedpack/io/shard/shard.py
+++ b/src/sedpack/io/shard/shard.py
@@ -1,4 +1,4 @@
-# Copyright 2023-2024 Google LLC
+# Copyright 2023-2025 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -14,9 +14,9 @@
 """Dataset shard manipulation.
 """
 
+import concurrent.futures
 from pathlib import Path
 
-import sedpack
 from sedpack.io.metadata import DatasetStructure
 from sedpack.io.shard_file_metadata import ShardInfo
 from sedpack.io.types import ExampleT
@@ -64,17 +64,27 @@ def write(self, values: ExampleT) -> None:
         self._shard_writer.write(values)
         self.shard_info.number_of_examples += 1
 
-    def close(self) -> ShardInfo:
-        """Close shard and return statistics."""
+    def close(
+        self,
+        concurrent_pool: concurrent.futures.Executor | None = None,
+    ) -> ShardInfo:
+        """Close shard and return statistics.
+
+        Args:
+
+          concurrent_pool (concurrent.futures.Executor | None): May use this
+          pool to write the file content. In that case returning from this
+          function does not mean the file exists or that it is fully written.
+        """
         if self._shard_writer is None:
             raise ValueError("Closing a shard which has not been open.")
 
-        self._shard_writer.close()
+        hash_checksums: tuple[str, ...] = self._shard_writer.close(
+            concurrent_pool=concurrent_pool,)
         self._shard_writer = None
 
         # Compute sha256 checksum.
-        self.shard_info.file_infos[
-            0].hash_checksums = self._compute_file_hash_checksums()
+        self.shard_info.file_infos[0].hash_checksums = hash_checksums
 
         # Return shard info.
         return self.shard_info
@@ -83,16 +93,3 @@ def _get_full_path(self) -> Path:
         """Return full path to the shard file.
         """
         return self._dataset_path / self.shard_info.file_infos[0].file_path
-
-    def _compute_file_hash_checksums(self) -> tuple[str, ...]:
-        """Compute hash checksums of the shard file(-s).
-
-        TODO This method should return a list of checksums defined by the user
-        in `self.dataset_structure`.
-        """
-        # Compute sha256 checksum.
-        shard_path = self._get_full_path()
-        return sedpack.io.utils.hash_checksums(
-            file_path=shard_path,
-            hashes=self.dataset_structure.hash_checksum_algorithms,
-        )
diff --git a/src/sedpack/io/shard/shard_writer_base.py b/src/sedpack/io/shard/shard_writer_base.py
index b59ae68b..3ec4f086 100644
--- a/src/sedpack/io/shard/shard_writer_base.py
+++ b/src/sedpack/io/shard/shard_writer_base.py
@@ -1,4 +1,4 @@
-# Copyright 2024 Google LLC
+# Copyright 2024-2025 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -15,10 +15,12 @@
 """
 
 from abc import ABC, abstractmethod
+import concurrent.futures
 from pathlib import Path
 
 import numpy as np
 
+import sedpack
 from sedpack.io.metadata import DatasetStructure
 from sedpack.io.types import ExampleT, CompressionT
 
@@ -81,8 +83,16 @@ def _write(self, values: ExampleT) -> None:
         """
 
     @abstractmethod
-    def close(self) -> None:
+    def close(
+        self,
+        concurrent_pool: concurrent.futures.Executor | None = None,
+    ) -> tuple[str, ...]:
         """Close the shard file(-s).
+
+        Args:
+
+          concurrent_pool (concurrent.futures.Executor | None): May use this
+          pool to write the file content.
         """
 
     @staticmethod
@@ -90,3 +100,10 @@ def close(self) -> None:
     def supported_compressions() -> list[CompressionT]:
         """Return a list of supported compression types.
         """
+
+    def _compute_file_hash_checksums(self) -> tuple[str, ...]:
+        """Compute hash checksums of the shard file(-s). """
+        return sedpack.io.utils.hash_checksums(
+            file_path=self._shard_file,
+            hashes=self.dataset_structure.hash_checksum_algorithms,
+        )
diff --git a/src/sedpack/io/shard/shard_writer_flatbuffer.py b/src/sedpack/io/shard/shard_writer_flatbuffer.py
index 0a8ad7c1..c813dc86 100644
--- a/src/sedpack/io/shard/shard_writer_flatbuffer.py
+++ b/src/sedpack/io/shard/shard_writer_flatbuffer.py
@@ -1,4 +1,4 @@
-# Copyright 2024 Google LLC
+# Copyright 2024-2025 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -16,6 +16,7 @@
 For information about FlatBuffers see https://flatbuffers.dev/
 """
 
+import concurrent.futures
 from pathlib import Path
 import sys
 
@@ -26,6 +27,7 @@
 from sedpack.io.metadata import Attribute, DatasetStructure
 from sedpack.io.types import AttributeValueT, CompressionT, ExampleT
 from sedpack.io.shard.shard_writer_base import ShardWriterBase
+from sedpack.io.utils import hash_checksums_from_bytes
 
 # Autogenerated from src/sedpack/io/flatbuffer/shard.fbs
 import sedpack.io.flatbuffer.shardfile.Attribute as fbapi_Attribute
@@ -33,6 +35,11 @@
 import sedpack.io.flatbuffer.shardfile.Shard as fbapi_Shard
 
 
+def _write_compressed(file_path: Path, file_content: bytes) -> None:
+    with open(file_path, "wb") as file:
+        file.write(file_content)
+
+
 class ShardWriterFlatBuffer(ShardWriterBase):
     """Shard writing capabilities.
     """
@@ -253,13 +260,25 @@ def save_numpy_vector_as_bytearray(  # type: ignore[no-any-unimported]
         # Return the vector offset.
         return builder.EndVector()  # type: ignore[no-any-return]
 
-    def close(self) -> None:
+    def close(
+        self,
+        concurrent_pool: concurrent.futures.Executor | None = None,
+    ) -> tuple[str, ...]:
         """Close the shard file(-s).
+
+        Args:
+
+          concurrent_pool (concurrent.futures.Executor | None): May use this
+          pool to write the file content. In that case returning from this
+          function does not mean the file exists or that it is fully written.
         """
         if not self._examples:
             # Nothing to save.
             assert not self._shard_file.is_file()
-            return
+            return hash_checksums_from_bytes(
+                file_content=b"",
+                hashes=self.dataset_structure.hash_checksum_algorithms,
+            )
 
         if not self._builder:
             raise ValueError("Attempting to close a closed shard")
@@ -278,13 +297,30 @@ def close(self) -> None:
         # Finish the builder.
         self._builder.Finish(shard)
 
+        # Hash check-sums must be computed from already compressed file.
+        file_content: bytes = CompressedFile(
+            self.dataset_structure.compression).compress(
+                bytes(self._builder.Output()))
+        self._builder = None
+        hash_checksums: tuple[str, ...] = hash_checksums_from_bytes(
+            file_content=file_content,
+            hashes=self.dataset_structure.hash_checksum_algorithms,
+        )
+
         # Write the buffer into a file.
-        with open(self._shard_file, "wb") as file:
-            compressor = CompressedFile(self.dataset_structure.compression)
-            file.write(compressor.compress(bytes(self._builder.Output())))
+        if concurrent_pool is not None:
+            concurrent_pool.submit(
+                _write_compressed,
+                file_path=self._shard_file,
+                file_content=file_content,
+            )
+        else:
+            _write_compressed(
+                file_path=self._shard_file,
+                file_content=file_content,
+            )
 
-        self._builder = None
-        assert self._shard_file.is_file()
+        return hash_checksums
 
     @staticmethod
     def supported_compressions() -> list[CompressionT]:
diff --git a/src/sedpack/io/shard/shard_writer_np.py b/src/sedpack/io/shard/shard_writer_np.py
index 7c8fcdf7..6447f651 100644
--- a/src/sedpack/io/shard/shard_writer_np.py
+++ b/src/sedpack/io/shard/shard_writer_np.py
@@ -1,4 +1,4 @@
-# Copyright 2024 Google LLC
+# Copyright 2024-2025 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -17,14 +17,16 @@
 https://www.tensorflow.org/tutorials/load_data/tfrecord
 """
 
+import concurrent.futures
 from pathlib import Path
 
 import numpy as np
 from numpy import typing as npt
 
 from sedpack.io.metadata import Attribute, DatasetStructure
-from sedpack.io.types import AttributeValueT, CompressionT, ExampleT
 from sedpack.io.shard.shard_writer_base import ShardWriterBase
+from sedpack.io.types import AttributeValueT, CompressionT, ExampleT
+from sedpack.io.utils import hash_checksums_from_bytes
 
 
 class ShardWriterNP(ShardWriterBase):
@@ -117,12 +119,26 @@ def _write(self, values: ExampleT) -> None:
                                    )
                 self._buffer[name] = byte_list  # type: ignore[assignment]
 
-    def close(self) -> None:
+    def close(
+        self,
+        concurrent_pool: concurrent.futures.Executor | None = None,
+    ) -> tuple[str, ...]:
         """Close the shard file(-s).
+
+        Args:
+
+          concurrent_pool (concurrent.futures.Executor | None): May use this
+          pool to write the file content. In that case returning from this
+          function does not mean the file exists or that it is fully written.
         """
+        del concurrent_pool  # unused
+
         if not self._buffer:
             assert not self._shard_file.is_file()
-            return
+            return hash_checksums_from_bytes(
+                file_content=b"",
+                hashes=self.dataset_structure.hash_checksum_algorithms,
+            )
 
         # Deal properly with "bytes" attributes.
         for attribute in self.dataset_structure.saved_data_description:
@@ -160,6 +176,7 @@ def close(self) -> None:
 
         self._buffer = {}
         assert self._shard_file.is_file()
+        return self._compute_file_hash_checksums()
 
     @staticmethod
     def supported_compressions() -> list[CompressionT]:
diff --git a/src/sedpack/io/shard/shard_writer_tfrec.py b/src/sedpack/io/shard/shard_writer_tfrec.py
index a51b4b45..dadaad1d 100644
--- a/src/sedpack/io/shard/shard_writer_tfrec.py
+++ b/src/sedpack/io/shard/shard_writer_tfrec.py
@@ -1,4 +1,4 @@
-# Copyright 2024 Google LLC
+# Copyright 2024-2025 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -17,6 +17,7 @@
 https://www.tensorflow.org/tutorials/load_data/tfrecord
 """
 
+import concurrent.futures
 from pathlib import Path
 from typing import Any
 
@@ -80,13 +81,25 @@ def _write(self, values: ExampleT) -> None:
         )
         self._tf_shard_writer.write(example)
 
-    def close(self) -> None:
+    def close(
+        self,
+        concurrent_pool: concurrent.futures.Executor | None = None,
+    ) -> tuple[str, ...]:
         """Close the shard file(-s).
+
+        Args:
+
+          concurrent_pool (concurrent.futures.Executor | None): May use this
+          pool to write the file content. In that case returning from this
+          function does not mean the file exists or that it is fully written.
         """
+        del concurrent_pool  # unused
+
         if not self._tf_shard_writer:
             raise ValueError("Trying to close a shard that was not open")
         self._tf_shard_writer.close()
         self._tf_shard_writer = None
+        return self._compute_file_hash_checksums()
 
     @staticmethod
     def supported_compressions() -> list[CompressionT]:
diff --git a/src/sedpack/io/utils.py b/src/sedpack/io/utils.py
index 0590b377..8067955d 100644
--- a/src/sedpack/io/utils.py
+++ b/src/sedpack/io/utils.py
@@ -60,6 +60,35 @@ def _get_hash_function(name: HashChecksumT) -> HashProtocol:
             return hashlib.new(name)
 
 
+def hash_checksums_from_bytes(
+    file_content: bytes,
+    hashes: tuple[HashChecksumT, ...],
+) -> tuple[str, ...]:
+    """Compute the hex-encoded hash checksums. An alternative to
+    `hash_checksums` to avoid reading the file again.
+
+    Args:
+
+        file_content (bytes): The whole file content.
+
+        hashes (tuple[HashChecksumT, ...]): A tuple of hash algorithm names to
+        be computed.
+
+    Returns: hex-encoded hash checksums of the file in the order given by
+    `hashes`.
+    """
+    # Actual hash functions, same order as hashes.
+    hash_functions = tuple(
+        _get_hash_function(hash_name) for hash_name in hashes)
+
+    # Update all hashes.
+    for hash_function in hash_functions:
+        hash_function.update(file_content)
+
+    # Hex-encoded results, same order as hashes.
+    return tuple(hash_function.hexdigest() for hash_function in hash_functions)
+
+
 def hash_checksums(file_path: Path, hashes: tuple[HashChecksumT,
                                                   ...]) -> tuple[str, ...]:
     """Compute the hex-encoded hash checksums.
diff --git a/tests/io/iteration/test_rust_batched_generator.py b/tests/io/iteration/test_rust_batched_generator.py
index bfcd83a2..7fd98f15 100644
--- a/tests/io/iteration/test_rust_batched_generator.py
+++ b/tests/io/iteration/test_rust_batched_generator.py
@@ -107,7 +107,7 @@ def dataset_and_values(tmpdir_factory) -> None:
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for i in range(data_points):
             filler.write_example(
                 values={
diff --git a/tests/io/test_bytes.py b/tests/io/test_bytes.py
index ce57f66f..39cbb606 100644
--- a/tests/io/test_bytes.py
+++ b/tests/io/test_bytes.py
@@ -62,7 +62,7 @@ def test_attribute_bytes(tmpdir: Union[str, Path]) -> None:
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for attribute_value in array_of_values:
             filler.write_example(
                 values={"attribute_name": attribute_value},
diff --git a/tests/io/test_check_consistency.py b/tests/io/test_check_consistency.py
index 3a4165b7..e2c519dc 100644
--- a/tests/io/test_check_consistency.py
+++ b/tests/io/test_check_consistency.py
@@ -61,7 +61,7 @@ def get_dataset(tmp_path: Union[str, Path], shard_file_type: ShardFileTypeT,
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for attribute_value in array_of_values:
             filler.write_example(
                 values={"attribute_name": attribute_value},
diff --git a/tests/io/test_custom_metadata_type_limit.py b/tests/io/test_custom_metadata_type_limit.py
index c422e2cc..2d2633a4 100644
--- a/tests/io/test_custom_metadata_type_limit.py
+++ b/tests/io/test_custom_metadata_type_limit.py
@@ -61,7 +61,7 @@ def end2end(tmpdir: Union[str, Path], dtype: npt.DTypeLike, method: str,
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for attribute_value in array_of_values:
             filler.write_example(
                 values={"attribute_name": attribute_value},
diff --git a/tests/io/test_end2end.py b/tests/io/test_end2end.py
index 3aa54e08..8dd5268d 100644
--- a/tests/io/test_end2end.py
+++ b/tests/io/test_end2end.py
@@ -64,7 +64,7 @@ def end2end(tmpdir: Union[str, Path], dtype: npt.DTypeLike, method: str,
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for attribute_value in array_of_values:
             filler.write_example(
                 values={"attribute_name": attribute_value},
diff --git a/tests/io/test_end2end_dtypes.py b/tests/io/test_end2end_dtypes.py
index 6d7944f0..6e11efda 100644
--- a/tests/io/test_end2end_dtypes.py
+++ b/tests/io/test_end2end_dtypes.py
@@ -97,7 +97,7 @@ def dataset_and_values_dynamic_shape(
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for i in range(items):
             filler.write_example(
                 values={
diff --git a/tests/io/test_end2end_shuffled.py b/tests/io/test_end2end_shuffled.py
index 67b5e506..84b1cda2 100644
--- a/tests/io/test_end2end_shuffled.py
+++ b/tests/io/test_end2end_shuffled.py
@@ -58,7 +58,7 @@ def end2end(tmpdir: Union[str, Path], dtype: npt.DTypeLike, method: str,
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for attribute_value in array_of_values:
             filler.write_example(
                 values={"attribute_name": attribute_value},
diff --git a/tests/io/test_hash_checksums.py b/tests/io/test_hash_checksums.py
index f2e78757..c64272e9 100644
--- a/tests/io/test_hash_checksums.py
+++ b/tests/io/test_hash_checksums.py
@@ -1,4 +1,4 @@
-# Copyright 2024 Google LLC
+# Copyright 2024-2025 Google LLC
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -14,7 +14,10 @@
 
 from pathlib import Path
 
-from sedpack.io.utils import hash_checksums
+import numpy as np
+import pytest
+
+from sedpack.io.utils import hash_checksums, hash_checksums_from_bytes
 
 
 def test_compress_gzip_write(tmpdir: str | Path) -> None:
@@ -31,3 +34,39 @@ def test_compress_gzip_write(tmpdir: str | Path) -> None:
         "b7f783baed8297f0db917462184ff4f08e69c2d5e5f79a942600f9725f58ce1f29c18139bf80b06c0fff2bdd34738452ecf40c488c22a7e3d80cdf6f9c1c0d47",
         "9203b0c4439fd1e6ae5878866337b7c532acd6d9260150c80318e8ab8c27ce330189f8df94fb890df1d298ff360627e1",
     )
+
+
+@pytest.mark.parametrize("size", [1, 3, 7, 8, 13, 17, 33, 67])
+def test_equivalent(size: int, tmp_path: Path) -> None:
+    file_content = np.random.randint(
+        0,
+        256,
+        size=size,
+        dtype=np.uint8,
+    ).tobytes()
+    hashes = (
+        "md5",
+        "sha256",
+        "sha512",
+        "sha384",
+        "xxh32",
+        "xxh64",
+        "xxh128",
+    )
+
+    tmp_path = tmp_path / "shard_file.extension"
+
+    with open(tmp_path, "wb") as f:
+        f.write(file_content)
+
+    # Redundant, but read again.
+    with open(tmp_path, "rb") as f:
+        assert f.read() == file_content
+
+    assert hash_checksums_from_bytes(
+        file_content=file_content,
+        hashes=hashes,
+    ) == hash_checksums(
+        file_path=tmp_path,
+        hashes=hashes,
+    )
diff --git a/tests/io/test_rust_iter.py b/tests/io/test_rust_iter.py
index c227cac6..f694ab88 100644
--- a/tests/io/test_rust_iter.py
+++ b/tests/io/test_rust_iter.py
@@ -61,7 +61,7 @@ def end2end(tmpdir: Union[str, Path], dtype: npt.DTypeLike,
 
     # Fill data in the dataset
 
-    with dataset.filler() as filler:
+    with dataset.filler(concurrency=np.random.randint(0, 4),) as filler:
         for attribute_value in array_of_values:
             filler.write_example(
                 values={"attribute_name": attribute_value},

From 77b1f120e7051d005677d935e997ff2473dd62ca Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Mon, 22 Sep 2025 16:22:16 +0000
Subject: [PATCH 2/8] [squash] simplify to always use an executor

---
 src/sedpack/io/dataset_filler.py              | 99 ++++++++++++-------
 src/sedpack/io/shard/shard.py                 | 15 +--
 src/sedpack/io/shard/shard_writer_base.py     | 11 +--
 .../io/shard/shard_writer_flatbuffer.py       | 27 +----
 src/sedpack/io/shard/shard_writer_np.py       | 16 +--
 src/sedpack/io/shard/shard_writer_tfrec.py    | 14 +--
 6 files changed, 72 insertions(+), 110 deletions(-)

diff --git a/src/sedpack/io/dataset_filler.py b/src/sedpack/io/dataset_filler.py
index 87c838b8..1dd12a06 100644
--- a/src/sedpack/io/dataset_filler.py
+++ b/src/sedpack/io/dataset_filler.py
@@ -32,6 +32,13 @@
     from sedpack.io.dataset_writing import DatasetWriting
 
 
+def _close_shard(shard: Shard) -> ShardInfo:
+    """Helper function to close a shard. This can be pickled and thus sent to
+    another process.
+    """
+    return shard.close()
+
+
 @dataclasses.dataclass
 class ShardProgress:
     """Internal information about a shard progress. Since we do not want to
@@ -53,9 +60,9 @@ def __init__(
         dataset_root_path: Path,
         dataset_structure: DatasetStructure,
         relative_path_from_split: Path,
-        write_updates: bool = True,
         *,
-        concurrent_pool: concurrent.futures.Executor | None,
+        concurrent_pool: concurrent.futures.Executor,
+        write_updates: bool = True,
     ) -> None:
         """Initialize a dataset filler context which writes examples and
         automatically opens and closes shards (except possibly not closing the
@@ -72,14 +79,13 @@ def __init__(
           `dataset_root_path / split / relative_path_from_split`. May not
           contain "..".
 
+          concurrent_pool (concurrent.futures.Executor): Shard file writing.
+
           write_updates (bool): Whether to save progress of written shard info
           files. Defaults to `True`. In theory when set to `False` writing
           could be faster (not writing the info file after each shard). But
           that way progress may be lost (e.g., when the process is interrupted
           during writing a shard file).
-
-          concurrent_pool (concurrent.futures.Executor | None): Shard file
-          writing concurrently or not.
         """
         # Make sure that we do not accidentally traverse the directory above
         # `dataset_root_path`.
@@ -92,8 +98,7 @@ def __init__(
         self._dataset_root_path: Path = dataset_root_path
         self._dataset_structure: DatasetStructure = dataset_structure
         self._relative_path_from_split: Path = relative_path_from_split
-        self._concurrent_pool: concurrent.futures.Executor | None
-        self._concurrent_pool = concurrent_pool
+        self._concurrent_pool: concurrent.futures.Executor = concurrent_pool
         self._write_updates: bool = write_updates
 
         # Constants.
@@ -104,6 +109,8 @@ def __init__(
 
         # Cumulated shard infos.
         self._shards_lists: dict[SplitT, ShardsList] = {}
+        self._future_shard_infos: dict[
+            SplitT, list[concurrent.futures.Future[ShardInfo]]] = {}
 
         # Random path generator.
         self._path_generator = PathGenerator()
@@ -113,6 +120,34 @@ def shard_lists(self) -> dict[SplitT, ShardsList]:
         """Return information about all shards written by this
         DatasetFillerContext.
         """
+        if not self._future_shard_infos:
+            return self._shards_lists
+
+        for split, shard_info_futures in self._future_shard_infos.items():
+            for future_info in shard_info_futures:
+                shard_info: ShardInfo = future_info.result()
+
+                # Remember this shard info.
+                if split not in self._shards_lists:
+                    # Load if exists.
+                    self._shards_lists[split] = ShardsList.load_or_create(
+                        dataset_root_path=self._dataset_root_path,
+                        relative_path_self=shard_info.file_infos[0].file_path.
+                        parent / "shards_list.json",
+                    )
+                self._shards_lists[split].shard_files.append(shard_info)
+                self._shards_lists[
+                    split].number_of_examples += shard_info.number_of_examples
+
+        # Write down which shard files have been saved.
+        if self._write_updates:
+            for shards_list in self._shards_lists.values():
+                shards_list.write_config(
+                    dataset_root_path=self._dataset_root_path,
+                    hashes=(),  # We forget these now.
+                )
+
+        self._future_shard_infos = {}
         return self._shards_lists
 
     def _get_new_shard(self, split: SplitT) -> Shard:
@@ -194,27 +229,13 @@ def write_example(self,
     def close_shard(self, shard: Shard, split: SplitT) -> None:
         """Close shard. Called automatically by DatasetFiller.__exit__."""
         # Finish writing the shard.
-        shard_info: ShardInfo = shard.close(
-            concurrent_pool=self._concurrent_pool,)
-
-        # Remember this shard info.
-        if split not in self._shards_lists:
-            # Load if exists.
-            self._shards_lists[split] = ShardsList.load_or_create(
-                dataset_root_path=self._dataset_root_path,
-                relative_path_self=shard_info.file_infos[0].file_path.parent /
-                "shards_list.json",
-            )
-        self._shards_lists[split].shard_files.append(shard_info)
-        self._shards_lists[
-            split].number_of_examples += shard_info.number_of_examples
-
-        # Write down which shard files have been saved.
-        if self._write_updates:
-            self._shards_lists[split].write_config(
-                dataset_root_path=self._dataset_root_path,
-                hashes=(),  # We forget these now.
-            )
+        if split not in self._future_shard_infos:
+            self._future_shard_infos[split] = []
+        self._future_shard_infos[split].append(
+            self._concurrent_pool.submit(
+                _close_shard,
+                shard=shard,
+            ))
 
 
 class DatasetFiller:
@@ -259,10 +280,13 @@ def __init__(self,
           `DatasetFiller` objects it is advised to set this parameter to
           `False` since this is not thread safe.
         """
-        self._concurrent_pool: concurrent.futures.Executor | None = None
-        if concurrency > 0:
+        self._concurrent_pool: concurrent.futures.Executor
+        if dataset.dataset_structure.shard_file_type == "tfrec":
             self._concurrent_pool = concurrent.futures.ThreadPoolExecutor(
-                max_workers=concurrency,)
+                max_workers=1)
+        else:
+            self._concurrent_pool = concurrent.futures.ProcessPoolExecutor(
+                max_workers=max(1, concurrency),)
 
         self._dataset_filler_context: DatasetFillerContext
         self._dataset_filler_context = DatasetFillerContext(
@@ -307,13 +331,12 @@ def __exit__(self, exc_type: Type[BaseException] | None,
                     split=split,
                 )
 
-        if self._concurrent_pool is not None:
-            # Wait to finish writing of all files (after closing all shards but
-            # before updating metadata files).
-            self._concurrent_pool.shutdown(
-                wait=True,
-                cancel_futures=False,
-            )
+        # Wait to finish writing of all files (after closing all shards but
+        # before updating metadata files).
+        self._concurrent_pool.shutdown(
+            wait=True,
+            cancel_futures=False,
+        )
 
         # Write updated info files.
         self._update_infos()
diff --git a/src/sedpack/io/shard/shard.py b/src/sedpack/io/shard/shard.py
index 4a6b4842..a6522c6c 100644
--- a/src/sedpack/io/shard/shard.py
+++ b/src/sedpack/io/shard/shard.py
@@ -14,7 +14,6 @@
 """Dataset shard manipulation.
 """
 
-import concurrent.futures
 from pathlib import Path
 
 from sedpack.io.metadata import DatasetStructure
@@ -64,23 +63,13 @@ def write(self, values: ExampleT) -> None:
         self._shard_writer.write(values)
         self.shard_info.number_of_examples += 1
 
-    def close(
-        self,
-        concurrent_pool: concurrent.futures.Executor | None = None,
-    ) -> ShardInfo:
+    def close(self) -> ShardInfo:
         """Close shard and return statistics.
-
-        Args:
-
-          concurrent_pool (concurrent.futures.Executor | None): May use this
-          pool to write the file content. In that case returning from this
-          function does not mean the file exists or that it is fully written.
         """
         if self._shard_writer is None:
             raise ValueError("Closing a shard which has not been open.")
 
-        hash_checksums: tuple[str, ...] = self._shard_writer.close(
-            concurrent_pool=concurrent_pool,)
+        hash_checksums: tuple[str, ...] = self._shard_writer.close()
         self._shard_writer = None
 
         # Compute sha256 checksum.
diff --git a/src/sedpack/io/shard/shard_writer_base.py b/src/sedpack/io/shard/shard_writer_base.py
index 3ec4f086..64f5476f 100644
--- a/src/sedpack/io/shard/shard_writer_base.py
+++ b/src/sedpack/io/shard/shard_writer_base.py
@@ -15,7 +15,6 @@
 """
 
 from abc import ABC, abstractmethod
-import concurrent.futures
 from pathlib import Path
 
 import numpy as np
@@ -83,16 +82,8 @@ def _write(self, values: ExampleT) -> None:
         """
 
     @abstractmethod
-    def close(
-        self,
-        concurrent_pool: concurrent.futures.Executor | None = None,
-    ) -> tuple[str, ...]:
+    def close(self) -> tuple[str, ...]:
         """Close the shard file(-s).
-
-        Args:
-
-          concurrent_pool (concurrent.futures.Executor | None): May use this
-          pool to write the file content.
         """
 
     @staticmethod
diff --git a/src/sedpack/io/shard/shard_writer_flatbuffer.py b/src/sedpack/io/shard/shard_writer_flatbuffer.py
index c813dc86..e7a78dcc 100644
--- a/src/sedpack/io/shard/shard_writer_flatbuffer.py
+++ b/src/sedpack/io/shard/shard_writer_flatbuffer.py
@@ -16,7 +16,6 @@
 For information about FlatBuffers see https://flatbuffers.dev/
 """
 
-import concurrent.futures
 from pathlib import Path
 import sys
 
@@ -260,17 +259,8 @@ def save_numpy_vector_as_bytearray(  # type: ignore[no-any-unimported]
         # Return the vector offset.
         return builder.EndVector()  # type: ignore[no-any-return]
 
-    def close(
-        self,
-        concurrent_pool: concurrent.futures.Executor | None = None,
-    ) -> tuple[str, ...]:
+    def close(self) -> tuple[str, ...]:
         """Close the shard file(-s).
-
-        Args:
-
-          concurrent_pool (concurrent.futures.Executor | None): May use this
-          pool to write the file content. In that case returning from this
-          function does not mean the file exists or that it is fully written.
         """
         if not self._examples:
             # Nothing to save.
@@ -308,17 +298,10 @@ def close(
         )
 
         # Write the buffer into a file.
-        if concurrent_pool is not None:
-            concurrent_pool.submit(
-                _write_compressed,
-                file_path=self._shard_file,
-                file_content=file_content,
-            )
-        else:
-            _write_compressed(
-                file_path=self._shard_file,
-                file_content=file_content,
-            )
+        _write_compressed(
+            file_path=self._shard_file,
+            file_content=file_content,
+        )
 
         return hash_checksums
 
diff --git a/src/sedpack/io/shard/shard_writer_np.py b/src/sedpack/io/shard/shard_writer_np.py
index 6447f651..605fb15a 100644
--- a/src/sedpack/io/shard/shard_writer_np.py
+++ b/src/sedpack/io/shard/shard_writer_np.py
@@ -17,7 +17,6 @@
 https://www.tensorflow.org/tutorials/load_data/tfrecord
 """
 
-import concurrent.futures
 from pathlib import Path
 
 import numpy as np
@@ -119,20 +118,9 @@ def _write(self, values: ExampleT) -> None:
                                    )
                 self._buffer[name] = byte_list  # type: ignore[assignment]
 
-    def close(
-        self,
-        concurrent_pool: concurrent.futures.Executor | None = None,
-    ) -> tuple[str, ...]:
-        """Close the shard file(-s).
-
-        Args:
-
-          concurrent_pool (concurrent.futures.Executor | None): May use this
-          pool to write the file content. In that case returning from this
-          function does not mean the file exists or that it is fully written.
+    def close(self) -> tuple[str, ...]:
+        """Close the shard file and return hash check-sums.
         """
-        del concurrent_pool  # unused
-
         if not self._buffer:
             assert not self._shard_file.is_file()
             return hash_checksums_from_bytes(
diff --git a/src/sedpack/io/shard/shard_writer_tfrec.py b/src/sedpack/io/shard/shard_writer_tfrec.py
index dadaad1d..0df0aa7f 100644
--- a/src/sedpack/io/shard/shard_writer_tfrec.py
+++ b/src/sedpack/io/shard/shard_writer_tfrec.py
@@ -17,7 +17,6 @@
 https://www.tensorflow.org/tutorials/load_data/tfrecord
 """
 
-import concurrent.futures
 from pathlib import Path
 from typing import Any
 
@@ -81,20 +80,9 @@ def _write(self, values: ExampleT) -> None:
         )
         self._tf_shard_writer.write(example)
 
-    def close(
-        self,
-        concurrent_pool: concurrent.futures.Executor | None = None,
-    ) -> tuple[str, ...]:
+    def close(self) -> tuple[str, ...]:
         """Close the shard file(-s).
-
-        Args:
-
-          concurrent_pool (concurrent.futures.Executor | None): May use this
-          pool to write the file content. In that case returning from this
-          function does not mean the file exists or that it is fully written.
         """
-        del concurrent_pool  # unused
-
         if not self._tf_shard_writer:
             raise ValueError("Trying to close a shard that was not open")
         self._tf_shard_writer.close()

From 14715250b3ba7120270034f80f1362d37c869190 Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Mon, 22 Sep 2025 16:34:58 +0000
Subject: [PATCH 3/8] [squash] add retry

---
 pyproject.toml                   |    1 +
 requirements.txt                 | 1578 ++++++++++++++++--------------
 src/sedpack/io/dataset_filler.py |    7 +
 3 files changed, 854 insertions(+), 732 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index cac763d2..f61ee1c2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,6 +39,7 @@ dependencies = [
     "numpy",
     "pydantic",
     "semver",
+    "tenacity",
     "tensorflow",
     "tqdm",
     "xxhash",
diff --git a/requirements.txt b/requirements.txt
index 1c9ceaaa..edf8ef4c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,11 +2,11 @@
 # This file is autogenerated by pip-compile with Python 3.11
 # by the following command:
 #
-#    pip-compile --allow-unsafe --generate-hashes --output-file=requirements.txt pyproject.toml
+#    pip-compile --generate-hashes pyproject.toml
 #
-absl-py==2.3.0 \
-    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3 \
-    --hash=sha256:d96fda5c884f1b22178852f30ffa85766d50b99e00775ea626c23304f582fc4f
+absl-py==2.3.1 \
+    --hash=sha256:a97820526f7fbfd2ec1bce83f3f25e3a14840dac0d8e02a0b71cd75db3f77fc9 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
     # via
     #   keras
     #   tensorboard
@@ -27,103 +27,90 @@ asyncstdlib==3.13.1 \
     --hash=sha256:a64da68176af1da8c699026cad98f70b184f82b4cb39739e0b9701a2a7541cf9 \
     --hash=sha256:f47564b9a3566f8f9172631d88c75fe074b0ce2127963b7265d310df9aeed03a
     # via sedpack (pyproject.toml)
-certifi==2025.4.26 \
-    --hash=sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6 \
-    --hash=sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3
+certifi==2025.8.3 \
+    --hash=sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407 \
+    --hash=sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5
     # via requests
-charset-normalizer==3.4.1 \
-    --hash=sha256:0167ddc8ab6508fe81860a57dd472b2ef4060e8d378f0cc555707126830f2537 \
-    --hash=sha256:01732659ba9b5b873fc117534143e4feefecf3b2078b0a6a2e925271bb6f4cfa \
-    --hash=sha256:01ad647cdd609225c5350561d084b42ddf732f4eeefe6e678765636791e78b9a \
-    --hash=sha256:04432ad9479fa40ec0f387795ddad4437a2b50417c69fa275e212933519ff294 \
-    --hash=sha256:0907f11d019260cdc3f94fbdb23ff9125f6b5d1039b76003b5b0ac9d6a6c9d5b \
-    --hash=sha256:0924e81d3d5e70f8126529951dac65c1010cdf117bb75eb02dd12339b57749dd \
-    --hash=sha256:09b26ae6b1abf0d27570633b2b078a2a20419c99d66fb2823173d73f188ce601 \
-    --hash=sha256:09b5e6733cbd160dcc09589227187e242a30a49ca5cefa5a7edd3f9d19ed53fd \
-    --hash=sha256:0af291f4fe114be0280cdd29d533696a77b5b49cfde5467176ecab32353395c4 \
-    --hash=sha256:0f55e69f030f7163dffe9fd0752b32f070566451afe180f99dbeeb81f511ad8d \
-    --hash=sha256:1a2bc9f351a75ef49d664206d51f8e5ede9da246602dc2d2726837620ea034b2 \
-    --hash=sha256:22e14b5d70560b8dd51ec22863f370d1e595ac3d024cb8ad7d308b4cd95f8313 \
-    --hash=sha256:234ac59ea147c59ee4da87a0c0f098e9c8d169f4dc2a159ef720f1a61bbe27cd \
-    --hash=sha256:2369eea1ee4a7610a860d88f268eb39b95cb588acd7235e02fd5a5601773d4fa \
-    --hash=sha256:237bdbe6159cff53b4f24f397d43c6336c6b0b42affbe857970cefbb620911c8 \
-    --hash=sha256:28bf57629c75e810b6ae989f03c0828d64d6b26a5e205535585f96093e405ed1 \
-    --hash=sha256:2967f74ad52c3b98de4c3b32e1a44e32975e008a9cd2a8cc8966d6a5218c5cb2 \
-    --hash=sha256:2a75d49014d118e4198bcee5ee0a6f25856b29b12dbf7cd012791f8a6cc5c496 \
-    --hash=sha256:2bdfe3ac2e1bbe5b59a1a63721eb3b95fc9b6817ae4a46debbb4e11f6232428d \
-    --hash=sha256:2d074908e1aecee37a7635990b2c6d504cd4766c7bc9fc86d63f9c09af3fa11b \
-    --hash=sha256:2fb9bd477fdea8684f78791a6de97a953c51831ee2981f8e4f583ff3b9d9687e \
-    --hash=sha256:311f30128d7d333eebd7896965bfcfbd0065f1716ec92bd5638d7748eb6f936a \
-    --hash=sha256:329ce159e82018d646c7ac45b01a430369d526569ec08516081727a20e9e4af4 \
-    --hash=sha256:345b0426edd4e18138d6528aed636de7a9ed169b4aaf9d61a8c19e39d26838ca \
-    --hash=sha256:363e2f92b0f0174b2f8238240a1a30142e3db7b957a5dd5689b0e75fb717cc78 \
-    --hash=sha256:3a3bd0dcd373514dcec91c411ddb9632c0d7d92aed7093b8c3bbb6d69ca74408 \
-    --hash=sha256:3bed14e9c89dcb10e8f3a29f9ccac4955aebe93c71ae803af79265c9ca5644c5 \
-    --hash=sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3 \
-    --hash=sha256:44ecbf16649486d4aebafeaa7ec4c9fed8b88101f4dd612dcaf65d5e815f837f \
-    --hash=sha256:4532bff1b8421fd0a320463030c7520f56a79c9024a4e88f01c537316019005a \
-    --hash=sha256:49402233c892a461407c512a19435d1ce275543138294f7ef013f0b63d5d3765 \
-    --hash=sha256:4c0907b1928a36d5a998d72d64d8eaa7244989f7aaaf947500d3a800c83a3fd6 \
-    --hash=sha256:4d86f7aff21ee58f26dcf5ae81a9addbd914115cdebcbb2217e4f0ed8982e146 \
-    --hash=sha256:5777ee0881f9499ed0f71cc82cf873d9a0ca8af166dfa0af8ec4e675b7df48e6 \
-    --hash=sha256:5df196eb874dae23dcfb968c83d4f8fdccb333330fe1fc278ac5ceeb101003a9 \
-    --hash=sha256:619a609aa74ae43d90ed2e89bdd784765de0a25ca761b93e196d938b8fd1dbbd \
-    --hash=sha256:6e27f48bcd0957c6d4cb9d6fa6b61d192d0b13d5ef563e5f2ae35feafc0d179c \
-    --hash=sha256:6ff8a4a60c227ad87030d76e99cd1698345d4491638dfa6673027c48b3cd395f \
-    --hash=sha256:73d94b58ec7fecbc7366247d3b0b10a21681004153238750bb67bd9012414545 \
-    --hash=sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176 \
-    --hash=sha256:75832c08354f595c760a804588b9357d34ec00ba1c940c15e31e96d902093770 \
-    --hash=sha256:7709f51f5f7c853f0fb938bcd3bc59cdfdc5203635ffd18bf354f6967ea0f824 \
-    --hash=sha256:78baa6d91634dfb69ec52a463534bc0df05dbd546209b79a3880a34487f4b84f \
-    --hash=sha256:7974a0b5ecd505609e3b19742b60cee7aa2aa2fb3151bc917e6e2646d7667dcf \
-    --hash=sha256:7a4f97a081603d2050bfaffdefa5b02a9ec823f8348a572e39032caa8404a487 \
-    --hash=sha256:7b1bef6280950ee6c177b326508f86cad7ad4dff12454483b51d8b7d673a2c5d \
-    --hash=sha256:7d053096f67cd1241601111b698f5cad775f97ab25d81567d3f59219b5f1adbd \
-    --hash=sha256:804a4d582ba6e5b747c625bf1255e6b1507465494a40a2130978bda7b932c90b \
-    --hash=sha256:807f52c1f798eef6cf26beb819eeb8819b1622ddfeef9d0977a8502d4db6d534 \
-    --hash=sha256:80ed5e856eb7f30115aaf94e4a08114ccc8813e6ed1b5efa74f9f82e8509858f \
-    --hash=sha256:8417cb1f36cc0bc7eaba8ccb0e04d55f0ee52df06df3ad55259b9a323555fc8b \
-    --hash=sha256:8436c508b408b82d87dc5f62496973a1805cd46727c34440b0d29d8a2f50a6c9 \
-    --hash=sha256:89149166622f4db9b4b6a449256291dc87a99ee53151c74cbd82a53c8c2f6ccd \
-    --hash=sha256:8bfa33f4f2672964266e940dd22a195989ba31669bd84629f05fab3ef4e2d125 \
-    --hash=sha256:8c60ca7339acd497a55b0ea5d506b2a2612afb2826560416f6894e8b5770d4a9 \
-    --hash=sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de \
-    --hash=sha256:955f8851919303c92343d2f66165294848d57e9bba6cf6e3625485a70a038d11 \
-    --hash=sha256:97f68b8d6831127e4787ad15e6757232e14e12060bec17091b85eb1486b91d8d \
-    --hash=sha256:9b23ca7ef998bc739bf6ffc077c2116917eabcc901f88da1b9856b210ef63f35 \
-    --hash=sha256:9f0b8b1c6d84c8034a44893aba5e767bf9c7a211e313a9605d9c617d7083829f \
-    --hash=sha256:aabfa34badd18f1da5ec1bc2715cadc8dca465868a4e73a0173466b688f29dda \
-    --hash=sha256:ab36c8eb7e454e34e60eb55ca5d241a5d18b2c6244f6827a30e451c42410b5f7 \
-    --hash=sha256:b010a7a4fd316c3c484d482922d13044979e78d1861f0e0650423144c616a46a \
-    --hash=sha256:b1ac5992a838106edb89654e0aebfc24f5848ae2547d22c2c3f66454daa11971 \
-    --hash=sha256:b7b2d86dd06bfc2ade3312a83a5c364c7ec2e3498f8734282c6c3d4b07b346b8 \
-    --hash=sha256:b97e690a2118911e39b4042088092771b4ae3fc3aa86518f84b8cf6888dbdb41 \
-    --hash=sha256:bc2722592d8998c870fa4e290c2eec2c1569b87fe58618e67d38b4665dfa680d \
-    --hash=sha256:c0429126cf75e16c4f0ad00ee0eae4242dc652290f940152ca8c75c3a4b6ee8f \
-    --hash=sha256:c30197aa96e8eed02200a83fba2657b4c3acd0f0aa4bdc9f6c1af8e8962e0757 \
-    --hash=sha256:c4c3e6da02df6fa1410a7680bd3f63d4f710232d3139089536310d027950696a \
-    --hash=sha256:c75cb2a3e389853835e84a2d8fb2b81a10645b503eca9bcb98df6b5a43eb8886 \
-    --hash=sha256:c96836c97b1238e9c9e3fe90844c947d5afbf4f4c92762679acfe19927d81d77 \
-    --hash=sha256:d7f50a1f8c450f3925cb367d011448c39239bb3eb4117c36a6d354794de4ce76 \
-    --hash=sha256:d973f03c0cb71c5ed99037b870f2be986c3c05e63622c017ea9816881d2dd247 \
-    --hash=sha256:d98b1668f06378c6dbefec3b92299716b931cd4e6061f3c875a71ced1780ab85 \
-    --hash=sha256:d9c3cdf5390dcd29aa8056d13e8e99526cda0305acc038b96b30352aff5ff2bb \
-    --hash=sha256:dad3e487649f498dd991eeb901125411559b22e8d7ab25d3aeb1af367df5efd7 \
-    --hash=sha256:dccbe65bd2f7f7ec22c4ff99ed56faa1e9f785482b9bbd7c717e26fd723a1d1e \
-    --hash=sha256:dd78cfcda14a1ef52584dbb008f7ac81c1328c0f58184bf9a84c49c605002da6 \
-    --hash=sha256:e218488cd232553829be0664c2292d3af2eeeb94b32bea483cf79ac6a694e037 \
-    --hash=sha256:e358e64305fe12299a08e08978f51fc21fac060dcfcddd95453eabe5b93ed0e1 \
-    --hash=sha256:ea0d8d539afa5eb2728aa1932a988a9a7af94f18582ffae4bc10b3fbdad0626e \
-    --hash=sha256:eab677309cdb30d047996b36d34caeda1dc91149e4fdca0b1a039b3f79d9a807 \
-    --hash=sha256:eb8178fe3dba6450a3e024e95ac49ed3400e506fd4e9e5c32d30adda88cbd407 \
-    --hash=sha256:ecddf25bee22fe4fe3737a399d0d177d72bc22be6913acfab364b40bce1ba83c \
-    --hash=sha256:eea6ee1db730b3483adf394ea72f808b6e18cf3cb6454b4d86e04fa8c4327a12 \
-    --hash=sha256:f08ff5e948271dc7e18a35641d2f11a4cd8dfd5634f55228b691e62b37125eb3 \
-    --hash=sha256:f30bf9fd9be89ecb2360c7d94a711f00c09b976258846efe40db3d05828e8089 \
-    --hash=sha256:fa88b843d6e211393a37219e6a1c1df99d35e8fd90446f1118f4216e307e48cd \
-    --hash=sha256:fc54db6c8593ef7d4b2a331b58653356cf04f67c960f584edb7c3d8c97e8f39e \
-    --hash=sha256:fd4ec41f914fa74ad1b8304bbc634b3de73d2a0889bd32076342a573e0779e00 \
-    --hash=sha256:ffc9202a29ab3920fa812879e95a9e78b2465fd10be7fcbd042899695d75e616
+charset-normalizer==3.4.3 \
+    --hash=sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91 \
+    --hash=sha256:02425242e96bcf29a49711b0ca9f37e451da7c70562bc10e8ed992a5a7a25cc0 \
+    --hash=sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154 \
+    --hash=sha256:07a0eae9e2787b586e129fdcbe1af6997f8d0e5abaa0bc98c0e20e124d67e601 \
+    --hash=sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884 \
+    --hash=sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07 \
+    --hash=sha256:0f2be7e0cf7754b9a30eb01f4295cc3d4358a479843b31f328afd210e2c7598c \
+    --hash=sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64 \
+    --hash=sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe \
+    --hash=sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f \
+    --hash=sha256:16a8770207946ac75703458e2c743631c79c59c5890c80011d536248f8eaa432 \
+    --hash=sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc \
+    --hash=sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa \
+    --hash=sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9 \
+    --hash=sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae \
+    --hash=sha256:1ef99f0456d3d46a50945c98de1774da86f8e992ab5c77865ea8b8195341fc19 \
+    --hash=sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d \
+    --hash=sha256:23b6b24d74478dc833444cbd927c338349d6ae852ba53a0d02a2de1fce45b96e \
+    --hash=sha256:252098c8c7a873e17dd696ed98bbe91dbacd571da4b87df3736768efa7a792e4 \
+    --hash=sha256:257f26fed7d7ff59921b78244f3cd93ed2af1800ff048c33f624c87475819dd7 \
+    --hash=sha256:2c322db9c8c89009a990ef07c3bcc9f011a3269bc06782f916cd3d9eed7c9312 \
+    --hash=sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92 \
+    --hash=sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31 \
+    --hash=sha256:31a9a6f775f9bcd865d88ee350f0ffb0e25936a7f930ca98995c05abf1faf21c \
+    --hash=sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f \
+    --hash=sha256:34a7f768e3f985abdb42841e20e17b330ad3aaf4bb7e7aeeb73db2e70f077b99 \
+    --hash=sha256:3653fad4fe3ed447a596ae8638b437f827234f01a8cd801842e43f3d0a6b281b \
+    --hash=sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15 \
+    --hash=sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392 \
+    --hash=sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f \
+    --hash=sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8 \
+    --hash=sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491 \
+    --hash=sha256:4ca4c094de7771a98d7fbd67d9e5dbf1eb73efa4f744a730437d8a3a5cf994f0 \
+    --hash=sha256:511729f456829ef86ac41ca78c63a5cb55240ed23b4b737faca0eb1abb1c41bc \
+    --hash=sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0 \
+    --hash=sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f \
+    --hash=sha256:5b413b0b1bfd94dbf4023ad6945889f374cd24e3f62de58d6bb102c4d9ae534a \
+    --hash=sha256:5d8d01eac18c423815ed4f4a2ec3b439d654e55ee4ad610e153cf02faf67ea40 \
+    --hash=sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927 \
+    --hash=sha256:6cf8fd4c04756b6b60146d98cd8a77d0cdae0e1ca20329da2ac85eed779b6849 \
+    --hash=sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce \
+    --hash=sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14 \
+    --hash=sha256:70bfc5f2c318afece2f5838ea5e4c3febada0be750fcf4775641052bbba14d05 \
+    --hash=sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c \
+    --hash=sha256:74d77e25adda8581ffc1c720f1c81ca082921329452eba58b16233ab1842141c \
+    --hash=sha256:78deba4d8f9590fe4dae384aeff04082510a709957e968753ff3c48399f6f92a \
+    --hash=sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc \
+    --hash=sha256:88ab34806dea0671532d3f82d82b85e8fc23d7b2dd12fa837978dad9bb392a34 \
+    --hash=sha256:8999f965f922ae054125286faf9f11bc6932184b93011d138925a1773830bbe9 \
+    --hash=sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096 \
+    --hash=sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14 \
+    --hash=sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30 \
+    --hash=sha256:a2d08ac246bb48479170408d6c19f6385fa743e7157d716e144cad849b2dd94b \
+    --hash=sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b \
+    --hash=sha256:b5e3b2d152e74e100a9e9573837aba24aab611d39428ded46f4e4022ea7d1942 \
+    --hash=sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db \
+    --hash=sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5 \
+    --hash=sha256:c60e092517a73c632ec38e290eba714e9627abe9d301c8c8a12ec32c314a2a4b \
+    --hash=sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce \
+    --hash=sha256:c6e490913a46fa054e03699c70019ab869e990270597018cef1d8562132c2669 \
+    --hash=sha256:c6f162aabe9a91a309510d74eeb6507fab5fff92337a15acbe77753d88d9dcf0 \
+    --hash=sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018 \
+    --hash=sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93 \
+    --hash=sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe \
+    --hash=sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049 \
+    --hash=sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a \
+    --hash=sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef \
+    --hash=sha256:d0e909868420b7049dafd3a31d45125b31143eec59235311fc4c57ea26a4acd2 \
+    --hash=sha256:d22dbedd33326a4a5190dd4fe9e9e693ef12160c77382d9e87919bce54f3d4ca \
+    --hash=sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16 \
+    --hash=sha256:d79c198e27580c8e958906f803e63cddb77653731be08851c7df0b1a14a8fc0f \
+    --hash=sha256:d95bfb53c211b57198bb91c46dd5a2d8018b3af446583aab40074bf7988401cb \
+    --hash=sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1 \
+    --hash=sha256:ec557499516fc90fd374bf2e32349a2887a876fbf162c160e3c01b6849eaf557 \
+    --hash=sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37 \
+    --hash=sha256:fb731e5deb0c7ef82d698b0f4c5bb724633ee2a489401594c5c88b02e6cb15f7 \
+    --hash=sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72 \
+    --hash=sha256:fd10de089bcdcd1be95a2f73dbe6254798ec1bda9f450d5828c96f93e2536b9c \
+    --hash=sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9
     # via requests
 flatbuffers==25.2.10 \
     --hash=sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e \
@@ -140,58 +127,58 @@ google-pasta==0.2.0 \
     --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
     --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
     # via tensorflow
-grpcio==1.72.1 \
-    --hash=sha256:00da930aa2711b955a538e835096aa365a4b7f2701bdc2ce1febb242a103f8a1 \
-    --hash=sha256:06c023d86398714d6257194c21f2bc0b58a53ce45cee87dd3c54c7932c590e17 \
-    --hash=sha256:06dbe54eeea5f9dfb3e7ca2ff66c715ff5fc96b07a1feb322122fe14cb42f6aa \
-    --hash=sha256:082003cb93618964c111c70d69b60ac0dc6566d4c254c9b2a775faa2965ba8f8 \
-    --hash=sha256:0db2766d0c482ee740abbe7d00a06cc4fb54f7e5a24d3cf27c3352be18a2b1e8 \
-    --hash=sha256:1a0d19947d4480af5f363f077f221e665931f479e2604280ac4eafe6daa71f77 \
-    --hash=sha256:212db80b1e8aa7792d51269bfb32164e2333a9bb273370ace3ed2a378505cb01 \
-    --hash=sha256:22ea2aa92a60dff231ba5fcd7f0220a33c2218e556009996f858eeafe294d1c2 \
-    --hash=sha256:237bb619ba33594006025e6f114f62e60d9563afd6f8e89633ee384868e26687 \
-    --hash=sha256:294be6e9c323a197434569a41e0fb5b5aa0962fd5d55a3dc890ec5df985f611a \
-    --hash=sha256:299f3ea4e03c1d0548f4a174b48d612412f92c667f2100e30a079ab76fdaa813 \
-    --hash=sha256:2ada1abe2ad122b42407b2bfd79d6706a4940d4797f44bd740f5c98ca1ecda9b \
-    --hash=sha256:3269cfca37570a420a57a785f2a5d4234c5b12aced55f8843dafced2d3f8c9a6 \
-    --hash=sha256:329cc6ff5b431df9614340d3825b066a1ff0a5809a01ba2e976ef48c65a0490b \
-    --hash=sha256:409ee0abf7e74bbf88941046142452cf3d1f3863d34e11e8fd2b07375170c730 \
-    --hash=sha256:41ec164dac8df2862f67457d9cdf8d8f8b6a4ca475a3ed1ba6547fff98d93717 \
-    --hash=sha256:4b657773480267fbb7ad733fa85abc103c52ab62e5bc97791faf82c53836eefc \
-    --hash=sha256:4ca56d955564db749c9c6d75e9c4c777854e22b2482d247fb6c5a02d5f28ea78 \
-    --hash=sha256:4e112c083f90c330b0eaa78a633fb206d49c20c443926e827f8cac9eb9d2ea32 \
-    --hash=sha256:524bad78d610fa1f9f316d47b3aab1ff89d438ba952ee34e3e335ca80a27ba96 \
-    --hash=sha256:65a5ef28e5852bd281c6d01a923906e8036736e95e370acab8626fcbec041e67 \
-    --hash=sha256:7497dbdf220b88b66004e2630fb2b1627df5e279db970d3cc20f70d39dce978d \
-    --hash=sha256:761736f75c6ddea3732d97eaabe70c616271f5f542a8be95515135fdd1a638f6 \
-    --hash=sha256:7622ef647dc911ed010a817d9be501df4ae83495b8e5cdd35b555bdcf3880a3e \
-    --hash=sha256:7a66cef4bc1db81a54108a849e95650da640c9bc1901957bf7d3b1eeb3251ee8 \
-    --hash=sha256:7db9e15ee7618fbea748176a67d347f3100fa92d36acccd0e7eeb741bc82f72a \
-    --hash=sha256:841db55dd29cf2f4121b853b2f89813a1b6175163fbb92c5945fb1b0ca259ef2 \
-    --hash=sha256:8660f736da75424949c14f7c8b1ac60a25b2f37cabdec95181834b405373e8a7 \
-    --hash=sha256:87f62c94a40947cec1a0f91f95f5ba0aa8f799f23a1d42ae5be667b6b27b959c \
-    --hash=sha256:8941b83addd503c1982090b4631804d0ff1edbbc6c85c9c20ed503b1dc65fef9 \
-    --hash=sha256:8d6e7764181ba4a8b74aa78c98a89c9f3441068ebcee5d6f14c44578214e0be3 \
-    --hash=sha256:95c2cde3ae8ae901317c049394ed8d3c6964de6b814ae65fc68636a7337b63aa \
-    --hash=sha256:9717617ba2ff65c058ef53b0d5e50f03e8350f0c5597f93bb5c980a31db990c8 \
-    --hash=sha256:9e5c594a6c779d674204fb9bdaa1e7b71666ff10b34a62e7769fc6868b5d7511 \
-    --hash=sha256:a08b483f17a6abca2578283a7ae3aa8d4d90347242b0de2898bdb27395c3f20b \
-    --hash=sha256:a7f1d8a442fd242aa432c8e1b8411c79ebc409dad2c637614d726e226ce9ed0c \
-    --hash=sha256:addc721a3708ff789da1bf69876018dc730c1ec9d3d3cb6912776a00c535a5bc \
-    --hash=sha256:b08a3ef14d2b01eef13882c6d3a2d8fb5fcd73db81bd1e3ab69d4ee75215433a \
-    --hash=sha256:ba593aa2cd52f4468ba29668c83f893d88c128198d6b1273ca788ef53e3ae5fe \
-    --hash=sha256:bb64722c3124c906a5b66e50a90fd36442642f653ba88a24f67d08e94bca59f3 \
-    --hash=sha256:c4bdb404d9c2187260b34e2b22783c204fba8a9023a166cf77376190d9cf5a08 \
-    --hash=sha256:c6f7e3275832adab7384193f78b8c1a98b82541562fa08d7244e8a6b4b5c78a4 \
-    --hash=sha256:ce2706ff37be7a6de68fbc4c3f8dde247cab48cc70fee5fedfbc9cd923b4ee5a \
-    --hash=sha256:d29b80290c5eda561a4c291d6d5b4315a2a5095ab37061118d6e0781858aca0a \
-    --hash=sha256:d324f4bdb990d852d79b38c59a12d24fcd47cf3b1a38f2e4d2b6d0b1031bc818 \
-    --hash=sha256:dd03c8847c47ef7ac5455aafdfb5e553ecf84f228282bd6106762b379f27c25c \
-    --hash=sha256:ea483e408fac55569c11158c3e6d6d6a8c3b0f798b68f1c10db9b22c5996e19b \
-    --hash=sha256:f2359bd4bba85bf94fd9ab8802671b9637a6803bb673d221157a11523a52e6a8 \
-    --hash=sha256:f8d8fa7cd2a7f1b4207e215dec8bc07f1202682d9a216ebe028185c15faece30 \
-    --hash=sha256:fc0435ad45d540597f78978e3fd5515b448193f51f9065fb67dda566336e0f5f \
-    --hash=sha256:fd7df49801b3b323e4a21047979e3834cd286b32ee5ceee46f5217826274721f
+grpcio==1.75.0 \
+    --hash=sha256:050760fd29c8508844a720f06c5827bb00de8f5e02f58587eb21a4444ad706e5 \
+    --hash=sha256:06d22e1d8645e37bc110f4c589cb22c283fd3de76523065f821d6e81de33f5d4 \
+    --hash=sha256:0aa795198b28807d28570c0a5f07bb04d5facca7d3f27affa6ae247bbd7f312a \
+    --hash=sha256:0b85f4ebe6b56d2a512201bb0e5f192c273850d349b0a74ac889ab5d38959d16 \
+    --hash=sha256:0c40f368541945bb664857ecd7400acb901053a1abbcf9f7896361b2cfa66798 \
+    --hash=sha256:0c91d5b16eff3cbbe76b7a1eaaf3d91e7a954501e9d4f915554f87c470475c3d \
+    --hash=sha256:0fcb77f2d718c1e58cc04ef6d3b51e0fa3b26cf926446e86c7eba105727b6cd4 \
+    --hash=sha256:153c5a7655022c3626ad70be3d4c2974cb0967f3670ee49ece8b45b7a139665f \
+    --hash=sha256:1bb78d052948d8272c820bb928753f16a614bb2c42fbf56ad56636991b427518 \
+    --hash=sha256:1ec2937fd92b5b4598cbe65f7e57d66039f82b9e2b7f7a5f9149374057dde77d \
+    --hash=sha256:1ec9cbaec18d9597c718b1ed452e61748ac0b36ba350d558f9ded1a94cc15ec7 \
+    --hash=sha256:222b0851e20c04900c63f60153503e918b08a5a0fad8198401c0b1be13c6815b \
+    --hash=sha256:266fa6209b68a537b2728bb2552f970e7e78c77fe43c6e9cbbe1f476e9e5c35f \
+    --hash=sha256:2e8e752ab5cc0a9c5b949808c000ca7586223be4f877b729f034b912364c3964 \
+    --hash=sha256:352dbdf25495eef584c8de809db280582093bc3961d95a9d78f0dfb7274023a2 \
+    --hash=sha256:36764a4ad9dc1eb891042fab51e8cdf7cc014ad82cee807c10796fb708455041 \
+    --hash=sha256:38d665f44b980acdbb2f0e1abf67605ba1899f4d2443908df9ec8a6f26d2ed88 \
+    --hash=sha256:3a6788b30aa8e6f207c417874effe3f79c2aa154e91e78e477c4825e8b431ce0 \
+    --hash=sha256:437eeb16091d31498585d73b133b825dc80a8db43311e332c08facf820d36894 \
+    --hash=sha256:494dcbade5606128cb9f530ce00331a90ecf5e7c5b243d373aebdb18e503c346 \
+    --hash=sha256:50a6e43a9adc6938e2a16c9d9f8a2da9dd557ddd9284b73b07bd03d0e098d1e9 \
+    --hash=sha256:53067c590ac3638ad0c04272f2a5e7e32a99fec8824c31b73bc3ef93160511fa \
+    --hash=sha256:55a2d5ae79cd0f68783fb6ec95509be23746e3c239290b2ee69c69a38daa961a \
+    --hash=sha256:55dfb9122973cc69520b23d39867726722cafb32e541435707dc10249a1bdbc6 \
+    --hash=sha256:585147859ff4603798e92605db28f4a97c821c69908e7754c44771c27b239bbd \
+    --hash=sha256:597340a41ad4b619aaa5c9b94f7e6ba4067885386342ab0af039eda945c255cd \
+    --hash=sha256:678b649171f229fb16bda1a2473e820330aa3002500c4f9fd3a74b786578e90f \
+    --hash=sha256:68c95b1c1e3bf96ceadf98226e9dfe2bc92155ce352fa0ee32a1603040e61856 \
+    --hash=sha256:6b365f37a9c9543a9e91c6b4103d68d38d5bcb9965b11d5092b3c157bd6a5ee7 \
+    --hash=sha256:725e67c010f63ef17fc052b261004942763c0b18dcd84841e6578ddacf1f9d10 \
+    --hash=sha256:78dcc025a144319b66df6d088bd0eda69e1719eb6ac6127884a36188f336df19 \
+    --hash=sha256:7a9337ac4ce61c388e02019d27fa837496c4b7837cbbcec71b05934337e51531 \
+    --hash=sha256:7ee5ee42bfae8238b66a275f9ebcf6f295724375f2fa6f3b52188008b6380faf \
+    --hash=sha256:7f89d6d0cd43170a80ebb4605cad54c7d462d21dc054f47688912e8bf08164af \
+    --hash=sha256:851194eec47755101962da423f575ea223c9dd7f487828fe5693920e8745227e \
+    --hash=sha256:9146e40378f551eed66c887332afc807fcce593c43c698e21266a4227d4e20d2 \
+    --hash=sha256:91fbfc43f605c5ee015c9056d580a70dd35df78a7bad97e05426795ceacdb59f \
+    --hash=sha256:9880c323595d851292785966cadb6c708100b34b163cab114e3933f5773cba2d \
+    --hash=sha256:9dc4a02796394dd04de0b9673cb79a78901b90bb16bf99ed8cb528c61ed9372e \
+    --hash=sha256:b989e8b09489478c2d19fecc744a298930f40d8b27c3638afbfe84d22f36ce4e \
+    --hash=sha256:bb58e38a50baed9b21492c4b3f3263462e4e37270b7ea152fc10124b4bd1c318 \
+    --hash=sha256:c2c39984e846bd5da45c5f7bcea8fafbe47c98e1ff2b6f40e57921b0c23a52d0 \
+    --hash=sha256:c8cfc780b7a15e06253aae5f228e1e84c0d3c4daa90faf5bc26b751174da4bf9 \
+    --hash=sha256:ca123db0813eef80625a4242a0c37563cb30a3edddebe5ee65373854cf187215 \
+    --hash=sha256:cb6c5b075c2d092f81138646a755f0dad94e4622300ebef089f94e6308155d82 \
+    --hash=sha256:dce15597ca11913b78e1203c042d5723e3ea7f59e7095a1abd0621be0e05b895 \
+    --hash=sha256:eafbe3563f9cb378370a3fa87ef4870539cf158124721f3abee9f11cd8162460 \
+    --hash=sha256:ee16e232e3d0974750ab5f4da0ab92b59d6473872690b5e40dcec9a22927f22e \
+    --hash=sha256:fa35ccd9501ffdd82b861809cbfc4b5b13f4b4c5dc3434d2d9170b9ed38a9054 \
+    --hash=sha256:fb64dd62face3d687a7b56cd881e2ea39417af80f75e8b36f0f81dfd93071651 \
+    --hash=sha256:ffc33e67cab6141c54e75d85acd5dec616c5095a957ff997b4330a6395aa9b51
     # via
     #   tensorboard
     #   tensorflow
@@ -229,13 +216,9 @@ idna==3.10 \
     --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
     --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
-iniconfig==2.1.0 \
-    --hash=sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
-    # via pytest
-keras==3.11.0 \
-    --hash=sha256:28babe8dc69370a2b7c3bc385be6c1f22d702b00b3c47cae62559b6f80d6073a \
-    --hash=sha256:f5dfeaf4fcaea180e032f7c1e373f1868961e2940dcfcaaf9a5b711baf41bd60
+keras==3.11.3 \
+    --hash=sha256:efda616835c31b7d916d72303ef9adec1257320bc9fd4b2b0138840fc65fb5b7 \
+    --hash=sha256:f484f050e05ee400455b05ec8c36ed35edc34de94256b6073f56cfe68f65491f
     # via tensorflow
 libclang==18.1.1 \
     --hash=sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a \
@@ -249,46 +232,56 @@ libclang==18.1.1 \
     --hash=sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b \
     --hash=sha256:cf4a99b05376513717ab5d82a0db832c56ccea4fd61a69dbb7bccf2dfb207dbe
     # via tensorflow
-lz4==4.4.3 \
-    --hash=sha256:0aea6f283abd6acb1883b70d7a117b913e20c770845559f9421394bc9c522b24 \
-    --hash=sha256:174b7ce5456671c73b81bb115defac8a584363d8b38a48ed3ad976e08eea27cd \
-    --hash=sha256:1ebf23ffd36b32b980f720a81990fcfdeadacafe7498fbeff7a8e058259d4e58 \
-    --hash=sha256:1f25e1b571a8be2c3d60d46679ef2471ae565f7ba9ba8382596695413523b188 \
-    --hash=sha256:20e385cb8bd8321593788f11101d8c89a823a56191978e427e3c5141e129f14b \
-    --hash=sha256:2ae50a175fb7b900f7aa42575f4fe99c32ca0ff57e5a8c1fd25e1243e67409db \
-    --hash=sha256:2b45914f25d916324531d0259072b402c5f99b67c6e9ac8cbc3d49935aeb1d97 \
-    --hash=sha256:38df5929ffefa9dda120ba1790a2e94fda81916c5aaa1ee652f4b1e515ebb9ed \
-    --hash=sha256:3f21e503c18157512d2e34ae4c301e44a826c7b87e1d8998981367e3c9fe0932 \
-    --hash=sha256:43461e439ef71d49bb0ee3a1719494cd952a58d205496698e0cde866f22006bc \
-    --hash=sha256:434a1d1547a0547164866f1ccc31bbda235ac5b9087f24a84956756b52371f40 \
-    --hash=sha256:447993c4dda0b6b0e1bd862752c855df8745f2910bea5015344f83ff3e99f305 \
-    --hash=sha256:5c9e32989df06c57f10aa09ad9b30e8a25baf1aefe850e13b0ea5de600477d6a \
-    --hash=sha256:61e08d84e3bf8ca9f43dc6b33f8cd7ba19f49864e2c91eb2160f83b6f9a268fa \
-    --hash=sha256:699d26ac579eb42c71d131f9fb7b6e1c495a14e257264206a3c3bfcc146ed9bb \
-    --hash=sha256:71ebdaadf546d6d393b9a21796172723724b737e84f68f36caf367d1c87a86a1 \
-    --hash=sha256:7f5c05bd4b0909b682608c453acc31f1a9170d55f56d27cd701213e0683fc66a \
-    --hash=sha256:848c5b040d2cfe35097b1d65d1095d83a3f86374ce879e189533f61405d8763b \
-    --hash=sha256:8fe3caea61427057a9e3697c69b2403510fdccfca4483520d02b98ffae74531e \
-    --hash=sha256:91ed5b71f9179bf3dbfe85d92b52d4b53de2e559aa4daa3b7de18e0dd24ad77d \
-    --hash=sha256:a46f48740584eab3194fbee91c61f7fa396dbb1c5e7aa76ca08165d4e63fb40f \
-    --hash=sha256:ab26b4af13308b8296688b03d74c3b0c8e8ed1f6b2d1454ef97bdb589db409db \
-    --hash=sha256:b1b98f0a4137d01b84c680813eef6198e1e00f1f28bc20ce7b5c436459a0d146 \
-    --hash=sha256:b1d179bdefd9ddb8d11d7de7825e73fb957511b722a8cb484e417885c210e68c \
-    --hash=sha256:c3d2d5df5476b065aae9d1ad551fdc7b17c151b84e8edd9212108946b2337c66 \
-    --hash=sha256:c4be1e5d9c8ad61345730c41c9ef21bdbb022cced4df70431110888d3ad5c0fb \
-    --hash=sha256:da091dd8c96dbda124d766231f38619afd5c544051fb4424d2566c905957d342 \
-    --hash=sha256:de86400c8b60c7707665e63934a82ae6792e7102c17a72e9b361a7f40d3c6049 \
-    --hash=sha256:e365850166729fa82be618f476966161d5c47ea081eafc4febfc542bc85bac5d \
-    --hash=sha256:e86c7fbe46f6e2e9dfb5377ee690fb8987e8e8363f435886ab91012b88f08a26 \
-    --hash=sha256:fe6080299a25fd7cbb1957c921cca6a884acbfcd44cc23de48079389d322e326
+lz4==4.4.4 \
+    --hash=sha256:017f8d269a739405a59d68a4d63d23a8df23e3bb2c70aa069b7563af08dfdffb \
+    --hash=sha256:070fd0627ec4393011251a094e08ed9fdcc78cb4e7ab28f507638eee4e39abda \
+    --hash=sha256:18ae4fe3bafb344dbd09f976d45cbf49c05c34416f2462828f9572c1fa6d5af7 \
+    --hash=sha256:1ea7f07329f85a8eda4d8cf937b87f27f0ac392c6400f18bea2c667c8b7f8ecc \
+    --hash=sha256:23ae267494fdd80f0d2a131beff890cf857f1b812ee72dbb96c3204aab725553 \
+    --hash=sha256:2f4f2965c98ab254feddf6b5072854a6935adab7bc81412ec4fe238f07b85f62 \
+    --hash=sha256:30ebbc5b76b4f0018988825a7e9ce153be4f0d4eba34e6c1f2fcded120573e88 \
+    --hash=sha256:33e01e18e4561b0381b2c33d58e77ceee850a5067f0ece945064cbaac2176962 \
+    --hash=sha256:38730927ad51beb42ab8dbc5555270bfbe86167ba734265f88bbd799fced1004 \
+    --hash=sha256:4134b9fd70ac41954c080b772816bb1afe0c8354ee993015a83430031d686a4c \
+    --hash=sha256:45e7c954546de4f85d895aa735989d77f87dd649f503ce1c8a71a151b092ed36 \
+    --hash=sha256:4ab1537bd3b3bfbafd3c8847e06827129794488304f21945fc2f5b669649d94f \
+    --hash=sha256:57fd20c5fc1a49d1bbd170836fccf9a338847e73664f8e313dce6ac91b8c1e02 \
+    --hash=sha256:585b42eb37ab16a278c3a917ec23b2beef175aa669f4120142b97aebf90ef775 \
+    --hash=sha256:6b56aa9eef830bf6443acd8c4e18b208a8993dc32e0d6ef4263ecfa6afb3f599 \
+    --hash=sha256:6ea715bb3357ea1665f77874cf8f55385ff112553db06f3742d3cdcec08633f7 \
+    --hash=sha256:714f9298c86f8e7278f1c6af23e509044782fa8220eb0260f8f8f1632f820550 \
+    --hash=sha256:80dd27d7d680ea02c261c226acf1d41de2fd77af4fb2da62b278a9376e380de0 \
+    --hash=sha256:8ccab8f7f7b82f9fa9fc3b0ba584d353bd5aa818d5821d77d5b9447faad2aaad \
+    --hash=sha256:900912e8a7cf74b4a2bea18a3594ae0bf1138f99919c20017167b6e05f760aa4 \
+    --hash=sha256:9b7d6dddfd01b49aedb940fdcaf32f41dc58c926ba35f4e31866aeec2f32f4f4 \
+    --hash=sha256:a355223a284f42a723c120ce68827de66d5cb872a38732b3d5abbf544fa2fe26 \
+    --hash=sha256:a760a175b46325b2bb33b1f2bbfb8aa21b48e1b9653e29c10b6834f9bb44ead4 \
+    --hash=sha256:a8474c91de47733856c6686df3c4aca33753741da7e757979369c2c0d32918ba \
+    --hash=sha256:b28228197775b7b5096898851d59ef43ccaf151136f81d9c436bc9ba560bc2ba \
+    --hash=sha256:bd1add57b6fe1f96bed2d529de085e9378a3ac04b86f116d10506f85b68e97fc \
+    --hash=sha256:d0be9f68240231e1e44118a4ebfecd8a5d4184f0bdf5c591c98dd6ade9720afd \
+    --hash=sha256:d21d1a2892a2dcc193163dd13eaadabb2c1b803807a5117d8f8588b22eaf9f12 \
+    --hash=sha256:d33a5105cd96ebd32c3e78d7ece6123a9d2fb7c18b84dec61f27837d9e0c496c \
+    --hash=sha256:dac522788296a9a02a39f620970dea86c38e141e21e51238f1b5e9fa629f8e69 \
+    --hash=sha256:dc64d6dfa7a89397529b22638939e70d85eaedc1bd68e30a29c78bfb65d4f715 \
+    --hash=sha256:ddfc7194cd206496c445e9e5b0c47f970ce982c725c87bd22de028884125b68f \
+    --hash=sha256:e3fc90f766401684740978cd781d73b9685bd81b5dbf7257542ef9de4612e4d2 \
+    --hash=sha256:e43e9d48b2daf80e486213128b0763deed35bbb7a59b66d1681e205e1702d735 \
+    --hash=sha256:e9cb387c33f014dae4db8cb4ba789c8d2a0a6d045ddff6be13f6c8d9def1d2a6 \
+    --hash=sha256:e9ec5d45ea43684f87c316542af061ef5febc6a6b322928f059ce1fb289c298a \
+    --hash=sha256:ed6eb9f8deaf25ee4f6fad9625d0955183fdc90c52b6f79a76b7f209af1b6e54 \
+    --hash=sha256:f170abb8416c4efca48e76cac2c86c3185efdf841aecbe5c190121c42828ced0 \
+    --hash=sha256:f4c21648d81e0dda38b4720dccc9006ae33b0e9e7ffe88af6bf7d4ec124e2fba \
+    --hash=sha256:f5024d3ca2383470f7c4ef4d0ed8eabad0b22b23eeefde1c192cf1a38d5e9f78 \
+    --hash=sha256:fff9f3a1ed63d45cb6514bfb8293005dc4141341ce3500abdfeb76124c0b9b2e
     # via sedpack (pyproject.toml)
-markdown==3.8 \
-    --hash=sha256:794a929b79c5af141ef5ab0f2f642d0f7b1872981250230e72682346f7cc90dc \
-    --hash=sha256:7df81e63f0df5c4b24b7d156eb81e4690595239b7d70937d0409f1b0de319c6f
+markdown==3.9 \
+    --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280 \
+    --hash=sha256:d2900fe1782bd33bdbbd56859defef70c2e78fc46668f8eb9df3128138f2cb6a
     # via tensorboard
-markdown-it-py==3.0.0 \
-    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
-    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
+markdown-it-py==4.0.0 \
+    --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \
+    --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3
     # via rich
 markupsafe==3.0.2 \
     --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
@@ -357,31 +350,42 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-ml-dtypes==0.5.1 \
-    --hash=sha256:023ce2f502efd4d6c1e0472cc58ce3640d051d40e71e27386bed33901e201327 \
-    --hash=sha256:05f23447a1c20ddf4dc7c2c661aa9ed93fcb2658f1017c204d1e758714dc28a8 \
-    --hash=sha256:12651420130ee7cc13059fc56dac6ad300c3af3848b802d475148c9defd27c23 \
-    --hash=sha256:141b2ea2f20bb10802ddca55d91fe21231ef49715cfc971998e8f2a9838f3dbe \
-    --hash=sha256:15ad0f3b0323ce96c24637a88a6f44f6713c64032f27277b069f285c3cf66478 \
-    --hash=sha256:1b7fbe5571fdf28fd3aaab3ef4aafc847de9ebf263be959958c1ca58ec8eadf5 \
-    --hash=sha256:26ebcc69d7b779c8f129393e99732961b5cc33fcff84090451f448c89b0e01b4 \
-    --hash=sha256:6f462f5eca22fb66d7ff9c4744a3db4463af06c49816c4b6ac89b16bfcdc592e \
-    --hash=sha256:6f76232163b5b9c34291b54621ee60417601e2e4802a188a0ea7157cd9b323f4 \
-    --hash=sha256:7000b6e4d8ef07542c05044ec5d8bbae1df083b3f56822c3da63993a113e716f \
-    --hash=sha256:810512e2eccdfc3b41eefa3a27402371a3411453a1efc7e9c000318196140fed \
-    --hash=sha256:8f2c028954f16ede77902b223a8da2d9cbb3892375b85809a5c3cfb1587960c4 \
-    --hash=sha256:9626d0bca1fb387d5791ca36bacbba298c5ef554747b7ebeafefb4564fc83566 \
-    --hash=sha256:ac5b58559bb84a95848ed6984eb8013249f90b6bab62aa5acbad876e256002c9 \
-    --hash=sha256:ad4953c5eb9c25a56d11a913c2011d7e580a435ef5145f804d98efa14477d390 \
-    --hash=sha256:aefedc579ece2f8fb38f876aa7698204ee4c372d0e54f1c1ffa8ca580b54cc60 \
-    --hash=sha256:afb2009ac98da274e893e03162f6269398b2b00d947e7057ee2469a921d58135 \
-    --hash=sha256:b8a9d46b4df5ae2135a8e8e72b465448ebbc1559997f4f9304a9ecc3413efb5b \
-    --hash=sha256:bd73f51957949069573ff783563486339a9285d72e2f36c18e0c1aa9ca7eb190 \
-    --hash=sha256:bf9975bda82a99dc935f2ae4c83846d86df8fd6ba179614acac8e686910851da \
-    --hash=sha256:c09526488c3a9e8b7a23a388d4974b670a9a3dd40c5c8a61db5593ce9b725bab \
-    --hash=sha256:c9945669d3dadf8acb40ec2e57d38c985d8c285ea73af57fc5b09872c516106d \
-    --hash=sha256:d13755f8e8445b3870114e5b6240facaa7cb0c3361e54beba3e07fa912a6e12b \
-    --hash=sha256:fd918d4e6a4e0c110e2e05be7a7814d10dc1b95872accbf6512b80a109b71ae1
+ml-dtypes==0.5.3 \
+    --hash=sha256:01de48de4537dc3c46e684b969a40ec36594e7eeb7c69e9a093e7239f030a28a \
+    --hash=sha256:0a1d68a7cb53e3f640b2b6a34d12c0542da3dd935e560fdf463c0c77f339fc20 \
+    --hash=sha256:0cd5a6c711b5350f3cbc2ac28def81cd1c580075ccb7955e61e9d8f4bfd40d24 \
+    --hash=sha256:0e44a3761f64bc009d71ddb6d6c71008ba21b53ab6ee588dadab65e2fa79eafc \
+    --hash=sha256:156418abeeda48ea4797db6776db3c5bdab9ac7be197c1233771e0880c304057 \
+    --hash=sha256:19f6c3a4f635c2fc9e2aa7d91416bd7a3d649b48350c51f7f715a09370a90d93 \
+    --hash=sha256:1b255acada256d1fa8c35ed07b5f6d18bc21d1556f842fbc2d5718aea2cd9e55 \
+    --hash=sha256:1db60c154989af253f6c4a34e8a540c2c9dce4d770784d426945e09908fbb177 \
+    --hash=sha256:2db74788fc01914a3c7f7da0763427280adfc9cd377e9604b6b64eb8097284bd \
+    --hash=sha256:4a177b882667c69422402df6ed5c3428ce07ac2c1f844d8a1314944651439458 \
+    --hash=sha256:4cae435a68861660af81fa3c5af16b70ca11a17275c5b662d9c6f58294e0f113 \
+    --hash=sha256:5103856a225465371fe119f2fef737402b705b810bd95ad5f348e6e1a6ae21af \
+    --hash=sha256:58e39349d820b5702bb6f94ea0cb2dc8ec62ee81c0267d9622067d8333596a46 \
+    --hash=sha256:5ab039ffb40f3dc0aeeeba84fd6c3452781b5e15bef72e2d10bcb33e4bbffc39 \
+    --hash=sha256:5ee72568d46b9533ad54f78b1e1f3067c0534c5065120ea8ecc6f210d22748b3 \
+    --hash=sha256:66c2756ae6cfd7f5224e355c893cfd617fa2f747b8bbd8996152cbdebad9a184 \
+    --hash=sha256:6936283b56d74fbec431ca57ce58a90a908fdbd14d4e2d22eea6d72bb208a7b7 \
+    --hash=sha256:8b1a6e231b0770f2894910f1dce6d2f31d65884dbf7668f9b08d73623cdca909 \
+    --hash=sha256:8bb9cd1ce63096567f5f42851f5843b5a0ea11511e50039a7649619abfb4ba6d \
+    --hash=sha256:93c36a08a6d158db44f2eb9ce3258e53f24a9a4a695325a689494f0fdbc71770 \
+    --hash=sha256:95ce33057ba4d05df50b1f3cfefab22e351868a843b3b15a46c65836283670c9 \
+    --hash=sha256:9849ce7267444c0a717c80c6900997de4f36e2815ce34ac560a3edb2d9a64cd2 \
+    --hash=sha256:9d55ea7f7baf2aed61bf1872116cefc9d0c3693b45cae3916897ee27ef4b835e \
+    --hash=sha256:a4f39b9bf6555fab9bfb536cf5fdd1c1c727e8d22312078702e9ff005354b37f \
+    --hash=sha256:aec640bd94c4c85c0d11e2733bd13cbb10438fb004852996ec0efbc6cacdaf70 \
+    --hash=sha256:aecbd7c5272c82e54d5b99d8435fd10915d1bc704b7df15e4d9ca8dc3902be61 \
+    --hash=sha256:bda32ce212baa724e03c68771e5c69f39e584ea426bfe1a701cb01508ffc7035 \
+    --hash=sha256:bdcf26c2dbc926b8a35ec8cbfad7eff1a8bd8239e12478caca83a1fc2c400dc2 \
+    --hash=sha256:bdf40d2aaabd3913dec11840f0d0ebb1b93134f99af6a0a4fd88ffe924928ab4 \
+    --hash=sha256:c205cac07d24a29840c163d6469f61069ce4b065518519216297fc2f261f8db9 \
+    --hash=sha256:c3f5ae0309d9f888fd825c2e9d0241102fadaca81d888f26f845bc8c13c1e4ee \
+    --hash=sha256:cd7c0bb22d4ff86d65ad61b5dd246812e8993fbc95b558553624c33e8b6903ea \
+    --hash=sha256:d0f730a17cf4f343b2c7ad50cee3bd19e969e793d2be6ed911f43086460096e4 \
+    --hash=sha256:da65e5fd3eea434ccb8984c3624bc234ddcc0d9f4c81864af611aaebcc08a50e \
+    --hash=sha256:e12e29764a0e66a7a31e9b8bf1de5cc0423ea72979f45909acd4292de834ccd3
     # via
     #   keras
     #   tensorflow
@@ -389,62 +393,81 @@ namex==0.1.0 \
     --hash=sha256:117f03ccd302cc48e3f5c58a296838f6b89c83455ab8683a1e85f2a430aa4306 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
     # via keras
-numpy==2.2.4 \
-    --hash=sha256:05c076d531e9998e7e694c36e8b349969c56eadd2cdcd07242958489d79a7286 \
-    --hash=sha256:0d54974f9cf14acf49c60f0f7f4084b6579d24d439453d5fc5805d46a165b542 \
-    --hash=sha256:11c43995255eb4127115956495f43e9343736edb7fcdb0d973defd9de14cd84f \
-    --hash=sha256:188dcbca89834cc2e14eb2f106c96d6d46f200fe0200310fc29089657379c58d \
-    --hash=sha256:1974afec0b479e50438fc3648974268f972e2d908ddb6d7fb634598cdb8260a0 \
-    --hash=sha256:1cf4e5c6a278d620dee9ddeb487dc6a860f9b199eadeecc567f777daace1e9e7 \
-    --hash=sha256:207a2b8441cc8b6a2a78c9ddc64d00d20c303d79fba08c577752f080c4007ee3 \
-    --hash=sha256:218f061d2faa73621fa23d6359442b0fc658d5b9a70801373625d958259eaca3 \
-    --hash=sha256:2aad3c17ed2ff455b8eaafe06bcdae0062a1db77cb99f4b9cbb5f4ecb13c5146 \
-    --hash=sha256:2fa8fa7697ad1646b5c93de1719965844e004fcad23c91228aca1cf0800044a1 \
-    --hash=sha256:31504f970f563d99f71a3512d0c01a645b692b12a63630d6aafa0939e52361e6 \
-    --hash=sha256:3387dd7232804b341165cedcb90694565a6015433ee076c6754775e85d86f1fc \
-    --hash=sha256:4ba5054787e89c59c593a4169830ab362ac2bee8a969249dc56e5d7d20ff8df9 \
-    --hash=sha256:4f92084defa704deadd4e0a5ab1dc52d8ac9e8a8ef617f3fbb853e79b0ea3592 \
-    --hash=sha256:65ef3468b53269eb5fdb3a5c09508c032b793da03251d5f8722b1194f1790c00 \
-    --hash=sha256:6f527d8fdb0286fd2fd97a2a96c6be17ba4232da346931d967a0630050dfd298 \
-    --hash=sha256:7051ee569db5fbac144335e0f3b9c2337e0c8d5c9fee015f259a5bd70772b7e8 \
-    --hash=sha256:7716e4a9b7af82c06a2543c53ca476fa0b57e4d760481273e09da04b74ee6ee2 \
-    --hash=sha256:79bd5f0a02aa16808fcbc79a9a376a147cc1045f7dfe44c6e7d53fa8b8a79392 \
-    --hash=sha256:7a4e84a6283b36632e2a5b56e121961f6542ab886bc9e12f8f9818b3c266bfbb \
-    --hash=sha256:8120575cb4882318c791f839a4fd66161a6fa46f3f0a5e613071aae35b5dd8f8 \
-    --hash=sha256:81413336ef121a6ba746892fad881a83351ee3e1e4011f52e97fba79233611fd \
-    --hash=sha256:8146f3550d627252269ac42ae660281d673eb6f8b32f113538e0cc2a9aed42b9 \
-    --hash=sha256:879cf3a9a2b53a4672a168c21375166171bc3932b7e21f622201811c43cdd3b0 \
-    --hash=sha256:892c10d6a73e0f14935c31229e03325a7b3093fafd6ce0af704be7f894d95687 \
-    --hash=sha256:92bda934a791c01d6d9d8e038363c50918ef7c40601552a58ac84c9613a665bc \
-    --hash=sha256:9ba03692a45d3eef66559efe1d1096c4b9b75c0986b5dff5530c378fb8331d4f \
-    --hash=sha256:9eeea959168ea555e556b8188da5fa7831e21d91ce031e95ce23747b7609f8a4 \
-    --hash=sha256:a0258ad1f44f138b791327961caedffbf9612bfa504ab9597157806faa95194a \
-    --hash=sha256:a761ba0fa886a7bb33c6c8f6f20213735cb19642c580a931c625ee377ee8bd39 \
-    --hash=sha256:a7b9084668aa0f64e64bd00d27ba5146ef1c3a8835f3bd912e7a9e01326804c4 \
-    --hash=sha256:a84eda42bd12edc36eb5b53bbcc9b406820d3353f1994b6cfe453a33ff101775 \
-    --hash=sha256:ab2939cd5bec30a7430cbdb2287b63151b77cf9624de0532d629c9a1c59b1d5c \
-    --hash=sha256:ac0280f1ba4a4bfff363a99a6aceed4f8e123f8a9b234c89140f5e894e452ecd \
-    --hash=sha256:adf8c1d66f432ce577d0197dceaac2ac00c0759f573f28516246351c58a85020 \
-    --hash=sha256:b4adfbbc64014976d2f91084915ca4e626fbf2057fb81af209c1a6d776d23e3d \
-    --hash=sha256:bb649f8b207ab07caebba230d851b579a3c8711a851d29efe15008e31bb4de24 \
-    --hash=sha256:bce43e386c16898b91e162e5baaad90c4b06f9dcbe36282490032cec98dc8ae7 \
-    --hash=sha256:bd3ad3b0a40e713fc68f99ecfd07124195333f1e689387c180813f0e94309d6f \
-    --hash=sha256:c3f7ac96b16955634e223b579a3e5798df59007ca43e8d451a0e6a50f6bfdfba \
-    --hash=sha256:cf28633d64294969c019c6df4ff37f5698e8326db68cc2b66576a51fad634880 \
-    --hash=sha256:d0f35b19894a9e08639fd60a1ec1978cb7f5f7f1eace62f38dd36be8aecdef4d \
-    --hash=sha256:db1f1c22173ac1c58db249ae48aa7ead29f534b9a948bc56828337aa84a32ed6 \
-    --hash=sha256:dbe512c511956b893d2dacd007d955a3f03d555ae05cfa3ff1c1ff6df8851854 \
-    --hash=sha256:df2f57871a96bbc1b69733cd4c51dc33bea66146b8c63cacbfed73eec0883017 \
-    --hash=sha256:e2f085ce2e813a50dfd0e01fbfc0c12bbe5d2063d99f8b29da30e544fb6483b8 \
-    --hash=sha256:e642d86b8f956098b564a45e6f6ce68a22c2c97a04f5acd3f221f57b8cb850ae \
-    --hash=sha256:e9e0a277bb2eb5d8a7407e14688b85fd8ad628ee4e0c7930415687b6564207a4 \
-    --hash=sha256:ea2bb7e2ae9e37d96835b3576a4fa4b3a97592fbea8ef7c3587078b0068b8f09 \
-    --hash=sha256:ee4d528022f4c5ff67332469e10efe06a267e32f4067dc76bb7e2cddf3cd25ff \
-    --hash=sha256:f05d4198c1bacc9124018109c5fba2f3201dbe7ab6e92ff100494f236209c960 \
-    --hash=sha256:f34dc300df798742b3d06515aa2a0aee20941c13579d7a2f2e10af01ae4901ee \
-    --hash=sha256:f4162988a360a29af158aeb4a2f4f09ffed6a969c9776f8f3bdee9b06a8ab7e5 \
-    --hash=sha256:f486038e44caa08dbd97275a9a35a283a8f1d2f0ee60ac260a1790e76660833c \
-    --hash=sha256:f7de08cbe5551911886d1ab60de58448c6df0f67d9feb7d1fb21e9875ef95e91
+numpy==2.3.3 \
+    --hash=sha256:067e3d7159a5d8f8a0b46ee11148fc35ca9b21f61e3c49fbd0a027450e65a33b \
+    --hash=sha256:0edd58682a399824633b66885d699d7de982800053acf20be1eaa46d92009c54 \
+    --hash=sha256:0ffc4f5caba7dfcbe944ed674b7eef683c7e94874046454bb79ed7ee0236f59d \
+    --hash=sha256:1250c5d3d2562ec4174bce2e3a1523041595f9b651065e4a4473f5f48a6bc8a5 \
+    --hash=sha256:179a42101b845a816d464b6fe9a845dfaf308fdfc7925387195570789bb2c970 \
+    --hash=sha256:1c02d0629d25d426585fb2e45a66154081b9fa677bc92a881ff1d216bc9919a8 \
+    --hash=sha256:1e02c7159791cd481e1e6d5ddd766b62a4d5acf8df4d4d1afe35ee9c5c33a41e \
+    --hash=sha256:2990adf06d1ecee3b3dcbb4977dfab6e9f09807598d647f04d385d29e7a3c3d3 \
+    --hash=sha256:2e267c7da5bf7309670523896df97f93f6e469fb931161f483cd6882b3b1a5dc \
+    --hash=sha256:367ad5d8fbec5d9296d18478804a530f1191e24ab4d75ab408346ae88045d25e \
+    --hash=sha256:396b254daeb0a57b1fe0ecb5e3cff6fa79a380fa97c8f7781a6d08cd429418fe \
+    --hash=sha256:3c7cf302ac6e0b76a64c4aecf1a09e51abd9b01fc7feee80f6c43e3ab1b1dbc5 \
+    --hash=sha256:40051003e03db4041aa325da2a0971ba41cf65714e65d296397cc0e32de6018b \
+    --hash=sha256:414a97499480067d305fcac9716c29cf4d0d76db6ebf0bf3cbce666677f12652 \
+    --hash=sha256:433bf137e338677cebdd5beac0199ac84712ad9d630b74eceeb759eaa45ddf30 \
+    --hash=sha256:4384a169c4d8f97195980815d6fcad04933a7e1ab3b530921c3fef7a1c63426d \
+    --hash=sha256:497d7cad08e7092dba36e3d296fe4c97708c93daf26643a1ae4b03f6294d30eb \
+    --hash=sha256:50a5fe69f135f88a2be9b6ca0481a68a136f6febe1916e4920e12f1a34e708a7 \
+    --hash=sha256:533ca5f6d325c80b6007d4d7fb1984c303553534191024ec6a524a4c92a5935a \
+    --hash=sha256:5534ed6b92f9b7dca6c0a19d6df12d41c68b991cef051d108f6dbff3babc4ebf \
+    --hash=sha256:5b83648633d46f77039c29078751f80da65aa64d5622a3cd62aaef9d835b6c93 \
+    --hash=sha256:691808c2b26b0f002a032c73255d0bd89751425f379f7bcd22d140db593a96e8 \
+    --hash=sha256:6ee9086235dd6ab7ae75aba5662f582a81ced49f0f1c6de4260a78d8f2d91a19 \
+    --hash=sha256:74c2a948d02f88c11a3c075d9733f1ae67d97c6bdb97f2bb542f980458b257e7 \
+    --hash=sha256:75370986cc0bc66f4ce5110ad35aae6d182cc4ce6433c40ad151f53690130bf1 \
+    --hash=sha256:78c9f6560dc7e6b3990e32df7ea1a50bbd0e2a111e05209963f5ddcab7073b0b \
+    --hash=sha256:7af05ed4dc19f308e1d9fc759f36f21921eb7bbfc82843eeec6b2a2863a0aefa \
+    --hash=sha256:7f025652034199c301049296b59fa7d52c7e625017cae4c75d8662e377bf487d \
+    --hash=sha256:823d04112bc85ef5c4fda73ba24e6096c8f869931405a80aa8b0e604510a26bc \
+    --hash=sha256:8596ba2f8af5f93b01d97563832686d20206d303024777f6dfc2e7c7c3f1850e \
+    --hash=sha256:8e9aced64054739037d42fb84c54dd38b81ee238816c948c8f3ed134665dcd86 \
+    --hash=sha256:8f6ac61a217437946a1fa48d24c47c91a0c4f725237871117dea264982128097 \
+    --hash=sha256:901bf6123879b7f251d3631967fd574690734236075082078e0571977c6a8e6a \
+    --hash=sha256:93d4962d8f82af58f0b2eb85daaf1b3ca23fe0a85d0be8f1f2b7bb46034e56d7 \
+    --hash=sha256:94fcaa68757c3e2e668ddadeaa86ab05499a70725811e582b6a9858dd472fb30 \
+    --hash=sha256:952cfd0748514ea7c3afc729a0fc639e61655ce4c55ab9acfab14bda4f402b4c \
+    --hash=sha256:9591e1221db3f37751e6442850429b3aabf7026d3b05542d102944ca7f00c8a8 \
+    --hash=sha256:99683cbe0658f8271b333a1b1b4bb3173750ad59c0c61f5bbdc5b318918fffe3 \
+    --hash=sha256:9ad12e976ca7b10f1774b03615a2a4bab8addce37ecc77394d8e986927dc0dfe \
+    --hash=sha256:9cc48e09feb11e1db00b320e9d30a4151f7369afb96bd0e48d942d09da3a0d00 \
+    --hash=sha256:9dc13c6a5829610cc07422bc74d3ac083bd8323f14e2827d992f9e52e22cd6a6 \
+    --hash=sha256:9e318ee0596d76d4cb3d78535dc005fa60e5ea348cd131a51e99d0bdbe0b54fe \
+    --hash=sha256:a333b4ed33d8dc2b373cc955ca57babc00cd6f9009991d9edc5ddbc1bac36bcd \
+    --hash=sha256:afd07d377f478344ec6ca2b8d4ca08ae8bd44706763d1efb56397de606393f48 \
+    --hash=sha256:b001bae8cea1c7dfdb2ae2b017ed0a6f2102d7a70059df1e338e307a4c78a8ae \
+    --hash=sha256:b37a0b2e5935409daebe82c1e42274d30d9dd355852529eab91dab8dcca7419f \
+    --hash=sha256:b912f2ed2b67a129e6a601e9d93d4fa37bef67e54cac442a2f588a54afe5c67a \
+    --hash=sha256:bc92a5dedcc53857249ca51ef29f5e5f2f8c513e22cfb90faeb20343b8c6f7a6 \
+    --hash=sha256:ca0309a18d4dfea6fc6262a66d06c26cfe4640c3926ceec90e57791a82b6eee5 \
+    --hash=sha256:cb248499b0bc3be66ebd6578b83e5acacf1d6cb2a77f2248ce0e40fbec5a76d0 \
+    --hash=sha256:cb32e3cf0f762aee47ad1ddc6672988f7f27045b0783c887190545baba73aa25 \
+    --hash=sha256:cd052f1fa6a78dee696b58a914b7229ecfa41f0a6d96dc663c1220a55e137593 \
+    --hash=sha256:cd4260f64bc794c3390a63bf0728220dd1a68170c169088a1e0dfa2fde1be12f \
+    --hash=sha256:cd7de500a5b66319db419dc3c345244404a164beae0d0937283b907d8152e6ea \
+    --hash=sha256:ce020080e4a52426202bdb6f7691c65bb55e49f261f31a8f506c9f6bc7450421 \
+    --hash=sha256:cfdd09f9c84a1a934cde1eec2267f0a43a7cd44b2cca4ff95b7c0d14d144b0bf \
+    --hash=sha256:d00de139a3324e26ed5b95870ce63be7ec7352171bc69a4cf1f157a48e3eb6b7 \
+    --hash=sha256:d79715d95f1894771eb4e60fb23f065663b2298f7d22945d66877aadf33d00c7 \
+    --hash=sha256:d8f3b1080782469fdc1718c4ed1d22549b5fb12af0d57d35e992158a772a37cf \
+    --hash=sha256:d9192da52b9745f7f0766531dcfa978b7763916f158bb63bdb8a1eca0068ab20 \
+    --hash=sha256:d9d537a39cc9de668e5cd0e25affb17aec17b577c6b3ae8a3d866b479fbe88d0 \
+    --hash=sha256:da1a74b90e7483d6ce5244053399a614b1d6b7bc30a60d2f570e5071f8959d3e \
+    --hash=sha256:dca2d0fc80b3893ae72197b39f69d55a3cd8b17ea1b50aa4c62de82419936150 \
+    --hash=sha256:ddc7c39727ba62b80dfdbedf400d1c10ddfa8eefbd7ec8dcb118be8b56d31029 \
+    --hash=sha256:e1ec5615b05369925bd1125f27df33f3b6c8bc10d788d5999ecd8769a1fa04db \
+    --hash=sha256:e6687dc183aa55dae4a705b35f9c0f8cb178bcaa2f029b241ac5356221d5c021 \
+    --hash=sha256:e7e946c7170858a0295f79a60214424caac2ffdb0063d4d79cb681f9aa0aa569 \
+    --hash=sha256:eb63d443d7b4ffd1e873f8155260d7f58e7e4b095961b01c91062935c2491e57 \
+    --hash=sha256:ec9d249840f6a565f58d8f913bccac2444235025bbb13e9a4681783572ee3caa \
+    --hash=sha256:ed635ff692483b8e3f0fcaa8e7eb8a75ee71aa6d975388224f70821421800cea \
+    --hash=sha256:eda59e44957d272846bb407aad19f89dc6f58fecf3504bd144f4c5cf81a7eacc \
+    --hash=sha256:f0dadeb302887f07431910f67a14d57209ed91130be0adea2f9793f1a4f817cf \
+    --hash=sha256:f0ddb4b96a87b6728df9362135e764eac3cfa674499943ebc44ce96c478ab125 \
+    --hash=sha256:f5415fb78995644253370985342cd03572ef8620b934da27d77377a2285955bf
     # via
     #   h5py
     #   keras
@@ -456,241 +479,344 @@ opt-einsum==3.4.0 \
     --hash=sha256:69bb92469f86a1565195ece4ac0323943e83477171b91d24c35afe028a90d7cd \
     --hash=sha256:96ca72f1b886d148241348783498194c577fa30a8faac108586b14f1ba4473ac
     # via tensorflow
-optree==0.16.0 \
-    --hash=sha256:0dd607bfbf59ecf92b069af18e8a41b0d8628e21f2de5a738fad039d0a89d9d4 \
-    --hash=sha256:0deafe21b6605bcc24f07743543e3656b2dd631772fcd152eaa26fb8a2bc0e66 \
-    --hash=sha256:0f81e5055c51f862f68dd0ffce110ed3263c3934ecd37aae0210ce65e6a939bd \
-    --hash=sha256:18d73a7957463d3d22060828314e6cef9fa61787bdb61024c29bde99d3165bae \
-    --hash=sha256:1a8d25e57b6cbd45ac2915a8a42d9a09aa1b7d8e7d4d61470525dd15f1acf039 \
-    --hash=sha256:1c88be69d791fb5bc72f1ead2fb48abe20775fc95356eba09fc79ca84b8924d3 \
-    --hash=sha256:1fa5d12a43a615073e5f93c2b780f25466c44dd24bdd75b159cfbef58b99bbf8 \
-    --hash=sha256:22b015d8d7b948d7815924763d473cc7f691731f3b67198f83cea835ae3e2c98 \
-    --hash=sha256:22f06cd5a35676bad9ca26787f160b267f61d1b33f4edca72be8888fdb3d5c68 \
-    --hash=sha256:232cbc7d29d90d03a5d4febb3f37fc3f136cf8a7bf2775c750f6e145d398ea67 \
-    --hash=sha256:236c1d26e98ae469f56eb6e7007e20b6d7a99cb11113119b1b5efb0bb627ac2a \
-    --hash=sha256:2d1698d88016747e01c09121a2c0a8a482236d44ff2369c4420f7c9acb615e46 \
-    --hash=sha256:317595e4018f99b4f1dc6d357fe40c7db4ee1252bb3d578b5c15e17a5c6e8c1f \
-    --hash=sha256:330a47cc6e016190512c5af0f665d7e6c0ff7ba48c2803204a66cf305f981adc \
-    --hash=sha256:33a839c1740c73de589bf2a8154f27e4729df6fc0ca9fee5c11ccbeb167a5f4e \
-    --hash=sha256:3b3432754b0753f5166a0899c693e99fe00e02c48f90b511c0604aa6e4b4a59e \
-    --hash=sha256:3b9ec4bda865042c8a8ff618bcaae5488b624cea0f48e67507c1f0b9d97be383 \
-    --hash=sha256:408203ecdff202d34c31f49daec9b3a279e1c027e24729a8b13ab19d5f1b19e6 \
-    --hash=sha256:4dc00c14c39b5fef9f71ac0a74591039eb97a40ab56e75fe6eea8c5916118b27 \
-    --hash=sha256:4e1618d1fbe4ebc3f977aba80575c84c2ad1c54153b8a3d500fd3303bdb02be1 \
-    --hash=sha256:4e223640146950d2da4576d2b1a0944ee2413ed38c30f7bfe95dd02644530b91 \
-    --hash=sha256:52e1c48220a9b95d30cde4e1f2506db8bf1f5c2ee5c74013bf74bf0b796c8a17 \
-    --hash=sha256:690440c8296bc8b9e76f830066ed899186dcfa51d404c9b72dca3acced17ca6f \
-    --hash=sha256:69dea72a039f04549ca9d759e7037c9d3106ec6b7b7223bb66b6a9d07fba4b3b \
-    --hash=sha256:6ae2bf009f2a6a7c38f69d70eb0d8e9afd7a871b80c8682d98ce8f25cc50df40 \
-    --hash=sha256:6ec096061cd4a4c5573a25e6eb7cf45786af2d89acd3baefc1f78e70088dba03 \
-    --hash=sha256:71e667b1dd0d331590e1356af506ab9896803acb85aea114f9e76a16a4e1be36 \
-    --hash=sha256:74390ac8c1f72e439de3f7cf8e67f3b541fac7adbfff6b48bf8be79014e80120 \
-    --hash=sha256:768d2e12d3626a3d37f8594b7e0d7e633ff66d5de420ca6a1df7132c6a8cdc15 \
-    --hash=sha256:76ee013fdf8c7d0eb70e5d1910cc3d987e9feb609a9069fef68aec393ec26b92 \
-    --hash=sha256:774f5d97dbb94691f3543a09dafd83555b34fbce7cf195d7d28bd62aa153a13e \
-    --hash=sha256:78d54dbc082fc5a3402ca73c129f997dc7a13e3d64ea457a7e5688a99af36d3f \
-    --hash=sha256:7c58a7e5cb783166606103e4f0992a0d7dc48da4b8febbe7df5369801c79b0af \
-    --hash=sha256:84c93c2ade2eba3d32085f7091c6d3aa959585f65691b785c54b8a966b1046fe \
-    --hash=sha256:854b97cc98ac540a4ddfa4f079597642368dbeea14016f7f5ff0817cd943762b \
-    --hash=sha256:86d5b19975bb043fbba4715d90579054af11d8fab950f1ca11f0ccfd3538c1c0 \
-    --hash=sha256:8a6ad6d9156be08206b25599e4d198da37ddc389754a905e94a154a04e3e0835 \
-    --hash=sha256:9185e76a826a3e0c10f73917b05e3a79a969e9b6a9e83b26d9b4130fa9d3fc06 \
-    --hash=sha256:95f0f9b05dbd53cb04f37c49a508f6462ce06fbdb1bb0e0552129de91f8d36b6 \
-    --hash=sha256:9dbdbdbff6e25f3d27de8201e05ffec43c504117a48ba3ed0a2bc17ec32a1f7a \
-    --hash=sha256:9e9627f89d9294553e162ee04548b53baa74c4fb55ad53306457b8b74dbceed7 \
-    --hash=sha256:a010c919cf9652dcf0152c14a948f502c5ca7cb34a61157b4eb9c4766d3eea43 \
-    --hash=sha256:a1a89c4a03cbf5dd6533faa05659d1288f41d53d13e241aa862d69b07dca533a \
-    --hash=sha256:a51f2f11d2a6e7e13be49dc585090a8032485f08feb83a11dda90f8669858454 \
-    --hash=sha256:a5581ac117e62c15f7d48a43fb2049c4667c28294fafe2c5a7e7308226d8a21a \
-    --hash=sha256:a7150b7008583aba9bf0ee4dabeaec98a8dfcdd2563543c0915dc28f7dd63449 \
-    --hash=sha256:aa37afcb8ed7cf9492cdd34d7abc0495c32496ae870a9abd09445dc69f9109db \
-    --hash=sha256:ad03dd9abfb4347ceed4cdce58a94ac8a32ad0279ddc894660fd054ab5ede8d7 \
-    --hash=sha256:af2e95499f546bdb8dcd2a3e2d7f5b515a1d298d785ea51f95ee912642e07252 \
-    --hash=sha256:b0451ee3e28ce6bb7b66e97cc3b17ac1cd7f84b39be289da67eff9a886d5f207 \
-    --hash=sha256:b08eee60cd0756cd9874ffb44f5e47337c698100fd19dcdc18b86eb1518e3a0a \
-    --hash=sha256:b7390b7f65809555ed43598c1df18a8757b3a4396c279e5f9fcfab88ad0bc59b \
-    --hash=sha256:b885f8f447bf7b8f844203b11af36834696eec52dfc899b407dbebef77f243f7 \
-    --hash=sha256:bc302fd0b0fa5c981a22ba583a7d9d2923f3779aad0340c527790c3b0fb2edb8 \
-    --hash=sha256:bed06e3d5af706943afd14a425b4475871e97f5e780cea8506f709f043436808 \
-    --hash=sha256:c090cc8dd98d32a3e2ffd702cf84f126efd57ea05a4c63c3675b4e413d99e978 \
-    --hash=sha256:c9ba09623fc287a1c887a1e070d780369df561c78acb51281d8bf373a0fcef27 \
-    --hash=sha256:cc89c7aaec64af13b78ad0018cc235599a3768310557e6dcb6e11032743f4fb7 \
-    --hash=sha256:cd498cf726856ba6b9a49b29c72021940e6a0c4ae475d7a91094a00372eebdfb \
-    --hash=sha256:d20b50e9ba079221a770daa5519d1a11745b77058cdfd0dc99b1524303bfeffb \
-    --hash=sha256:d4545602ab8eb1da3669c4dd6dd73b81fb68e575c5dd9c2147e1d4db395a6ebf \
-    --hash=sha256:d5d0f2afdcdafdb95b28af058407f6c6a7903b1151ed36d050bcc76847115b7b \
-    --hash=sha256:d6f807965bc8ca5e2af453d77f0f6a64cc0ece1420297d194a52f250aa15f4ce \
-    --hash=sha256:d7147cef7950eee1dd8a06815f7f7be71ae0e75874d7fad1aa822a88a954b5e4 \
-    --hash=sha256:e2dced5d55f1ae100f475e217eab5fec8ba884e9d03f688cc654e388ec882266 \
-    --hash=sha256:e424fdfb6ff3240de98e236571581220872363c5ff7fe3beb4020dc8cfc8d824 \
-    --hash=sha256:e974f28c699baf1565765645a71cfe5a47886fd6297225090c18204f49b4037c \
-    --hash=sha256:ea26056208854a2c23ff0316bca637e1666796a36d67f3bb64d478f50340aa9e \
-    --hash=sha256:ecb34c46af996c6d7ed9eda4ea0bf01671aee84a5503cf3f4445502d0c01a853 \
-    --hash=sha256:ee655396cc90ba37828403949c295059c8e1afeafc05b5ca9efac833ee29903e \
-    --hash=sha256:eeccc740b72b58efa9795ab831a678a42341def48b9e5956c6b1e588c6fa3ddf \
-    --hash=sha256:f08aaa1c2ae092b3e662125ad19860046c63d7451d41be133ddd6594920e295e \
-    --hash=sha256:f703d7926c36eebdd56fc08aabefcf32a8b7292a9dd4468e56b0ab61bf6214bd
+optree==0.17.0 \
+    --hash=sha256:039ea98c0cd94a64040d6f6d21dbe5cd9731bb380d7893f78d6898672080a232 \
+    --hash=sha256:057f95213e403ff3a975f287aef6b687299d0c4512d211de24b1b98050cd4fbf \
+    --hash=sha256:08df33cf74518f74b1c1f4ac0b760f544796a0b1cede91191c4daea0df3f314c \
+    --hash=sha256:09156e2ea62cde66dcbd9a450a5517ad6bad07d4ffc98fab0982c1e4f538341a \
+    --hash=sha256:09fbc0e5e42b20cab11851dffb7abe2fdf289c45d29e5be2b50b4ea93d069a9f \
+    --hash=sha256:0ac9626a51148c8497e82e9a9c21746795e179fbdec0b01c1644031e25f0d97e \
+    --hash=sha256:0b9f25c47de72044d7e1f42e9ed4c765f0867d321a2e6d194bc5facf69316417 \
+    --hash=sha256:0e45c16018f4283f028cf839b707b7ac734e8056a31b7198a1577161fcbe146d \
+    --hash=sha256:1535fb8725178715315af0f2862668fb49030a5737d9f6c68bcb4747b029b20b \
+    --hash=sha256:1644bc24b6e93cafccfdeee44157c3d4ae9bb0af3e861300602d716699865b1a \
+    --hash=sha256:1a2bd263e6b5621d000d0f94de1f245414fd5dbce365a24b7b89b1ed0ef56cf9 \
+    --hash=sha256:1a39f957299426d2d4aa36cbc1acd71edb198ff0f28ddb43029bf58efe34a9a1 \
+    --hash=sha256:3080c564c9760711aa72d1b4d700ce1417f99ad087136f415c4eb8221169e2a3 \
+    --hash=sha256:3432858145fd1955a3be12207507466ac40a6911f428bf5d2d6c7f67486530a2 \
+    --hash=sha256:3571085ed9a5f39ff78ef57def0e9607c6b3f0099b6910524a0b42f5d58e481e \
+    --hash=sha256:3b3bb2326b550ddb048e3454fad40183b7fed74dda4351b016d20362809180af \
+    --hash=sha256:3c2c79652c45d82f23cbe08349456b1067ea513234a086b9a6bf1bcf128962a9 \
+    --hash=sha256:43f243d04fdba644647b1cabbfe4d7ca5fdb16c02e6d7d56e638d3e0b73566e8 \
+    --hash=sha256:4ad585248f82896ac85681b9f36b33a791d4ebf8588f3126b4dbbe5c31edbefa \
+    --hash=sha256:4aec2d138baed1357ca1ded81e40140bafbfdfd09b73d3d9d96c6c3cc527bcd9 \
+    --hash=sha256:4f3e0c5b20a4ef5b5a2688b5a07221cf1d2a8b2a57f82cf0c601f9d16f71450b \
+    --hash=sha256:50d4dbcbca3e379cc6b374f9b5a5626ff7ea41df8373e26c3af41d89d8a4b3d5 \
+    --hash=sha256:5335a5ec44479920620d72324c66563bd705ab2a698605dd4b6ee67dbcad7ecd \
+    --hash=sha256:537498cf7bf7a4fe71f7ffd815e72b8672aea0fac82e1513f6b6e35e8569f5aa \
+    --hash=sha256:54177fd3e6e05c08b66329e26d7d44b85f24125f25c6b74c921499a1b31b8f70 \
+    --hash=sha256:5739c03a3362be42cb7649e82457c90aa818aa3e82af9681d3100c3346f4a90f \
+    --hash=sha256:575cf48cc2190acb565bd2b26b6f9b15c4e3b60183e86031215badc9d5441345 \
+    --hash=sha256:58b0a83a967d2ef0f343db7182f0ad074eb1166bcaea909ae33909462013f151 \
+    --hash=sha256:5958f58423cc7870cb011c8c8f92687397380886e8c9d33adac752147e7bbc3f \
+    --hash=sha256:5afe3e9e2f6da0a0a5c0892f32f675eb88965036b061aa555b74e6c412a05e17 \
+    --hash=sha256:6b0446803d08f6aaae84f82f03c51527f36dfa15850873fc0183792247bc0071 \
+    --hash=sha256:6b2ff8999a9b84d00f23a032b6b3f13678894432a335d024e0670b9880f238ca \
+    --hash=sha256:6e77b6e0b7bb3ecfeb9a92ba605ef21b39bff38829b745af993e2e2b474322e2 \
+    --hash=sha256:749dbecfd04edd50493b35bfb1f5be350f31b384533301e2257d4b0d0132544c \
+    --hash=sha256:750f24304d1d437c8b235d4bc9e4afda17d85950706c34a875c16049f707eeb4 \
+    --hash=sha256:769c74ac289cdf108986fad2a36f24f4dd5ac6cf62919f99facdce943cd37359 \
+    --hash=sha256:78a113436a0a440f900b2799584f3cc2b2eea1b245d81c3583af42ac003e333c \
+    --hash=sha256:79e8a594002509163d218827476f522d4f9ee6436438d90251d28d413af6740c \
+    --hash=sha256:80865cf4287ed86e65af9bacd98d5395f424ffc08dc0d784590763fc1a1576b9 \
+    --hash=sha256:80c9dd735e7990a48f3da981125df6c10c9990d1876be7a034357aece600e07f \
+    --hash=sha256:834a8fb358b608240b3a38706a09b43974675624485fad64c8ee641dae2eb57d \
+    --hash=sha256:855bfc78eba74748f931be6d6b739a9b03ac82a5c96511d66f310659903f6812 \
+    --hash=sha256:85ec183b8eec6efc9a5572c2a84c62214c949555efbc69ca2381aca6048d08df \
+    --hash=sha256:875c017890a4b5d566af5593cab67fe3c4845544942af57e6bb9dea17e060297 \
+    --hash=sha256:87938255749a45979c4e331627cb33d81aa08b0a09d024368b3e25ff67f0e9f2 \
+    --hash=sha256:8808e0b6bd9d0288b76cac6ed5d589532c9c4f3f2b88157c70591e8a0cc9aa3b \
+    --hash=sha256:8e45a13b35873712e095fe0f7fd6e9c4f98f3bd5af6f5dc33c17b80357bc97fc \
+    --hash=sha256:90a5864689268eda75d90abded5d474ae0a7ae2608d510626724fb78a1955948 \
+    --hash=sha256:9211c61285b8b3e42fd0e803cebd6e2b0987d8b2edffe45b42923debca09a9df \
+    --hash=sha256:93d08d17b7b1d82b51ee7dd3a5a21ae2391fb30fc65a1369d4855c484923b967 \
+    --hash=sha256:9537c4f82fe454a689e124462f252c4911cd7c78c6277334e7132f8157fb85e8 \
+    --hash=sha256:970ae4e47727b4c5526fc583b87d29190e576f6a2b6c19e8671589b73d256250 \
+    --hash=sha256:98990201f352dba253af1a995c1453818db5f08de4cae7355d85aa6023676a52 \
+    --hash=sha256:98c11fae09c5861f42c400f0fa3851f3d58ceba347267d458332710f094d5f75 \
+    --hash=sha256:9b37daca4ad89339b1f5320cc61ac600dcf976adbb060769d36d5542d6ebfedf \
+    --hash=sha256:9d06b89803b1c72044fa5f07c708e33af7fe38ca2f5001cc9b6463894105b052 \
+    --hash=sha256:a146a6917f3e28cfdc268ff1770aa696c346482dd3da681c3ff92153d94450ea \
+    --hash=sha256:a80b7e5de5dd09b9c8b62d501e29a3850b047565c336c9d004b07ee1c01f4ae1 \
+    --hash=sha256:a8e825501f55360e8381718623b094579dedc485e57010e01593d72a43b43e68 \
+    --hash=sha256:a9155e82717be1dda1f3c1244e9cb5b3733d5dd3ba47702730c7816be083a5cb \
+    --hash=sha256:aa963de4146fa1b5cdffb479d324262f245c957df0bb9a9b37f6fd559d027acc \
+    --hash=sha256:adde1427e0982cfc5f56939c26b4ebbd833091a176734c79fb95c78bdf833dff \
+    --hash=sha256:b4c1d030ac1c881803f5c8e23d241159ae403fd00cdf57625328f282fc671ebd \
+    --hash=sha256:b5995a3efce4b00a14049268a81ab0379656a41ddf3c3761e3b88937fca44d48 \
+    --hash=sha256:b698613d821d80cc216a2444ebc3145c8bf671b55a2223058a6574c1483a65f6 \
+    --hash=sha256:bd7738709970acab5d963896192b63b2718be93bb6c0bcea91895ea157fa2b13 \
+    --hash=sha256:bd92011cd0f2de40d28a95842819e778c476ab25c12731bfef1d1a0225554f83 \
+    --hash=sha256:bfaf04d833dc53e5cfccff3b564e934a49086158472e31d84df31fce6d4f7b1c \
+    --hash=sha256:c0d3d702044e5acbec2cf8349789f6b096057bd00dc8e1e1c97b990347279fda \
+    --hash=sha256:c361ee45a97d69a427d949db5f0d6a8d9ad5f703ac7cef57a206f7f3df13d6f9 \
+    --hash=sha256:c3a21109f635ce353d116ed1d77a7dfd77b898bcdaccef3bf74881ce7d6d54d8 \
+    --hash=sha256:d009d368ef06b8757891b772cad24d4f84122bd1877f7674fb8227d6e15340b4 \
+    --hash=sha256:d06e8143d16fe6c0708f3cc2807b5b65f815d60ee2b52f3d79e4022c95563482 \
+    --hash=sha256:d07bfd8ce803dbc005502a89fda5f5e078e237342eaa36fb0c46cfbdf750bc76 \
+    --hash=sha256:db6ce8e0d8585621230446736fa99c2883b34f9e56784957f69c47e2de34bdb4 \
+    --hash=sha256:dd21e0a89806cc3b86aaa578a73897d56085038fe432043534a23b2e559d7691 \
+    --hash=sha256:dfeea4aa0fd354d27922aba63ff9d86e4e126c6bf89cfb02849e68515519f1a5 \
+    --hash=sha256:e13ae51a63d69db445f269a3a4fd1d6edb064a705188d007ea47c9f034788fc5 \
+    --hash=sha256:e1959cfbc38c228c8195354967cda64887b96219924b7b3759e5ee355582c1ec \
+    --hash=sha256:e1a40adf6bb78a6a4b4f480879de2cb6b57d46d680a4d9834aa824f41e69c0d9 \
+    --hash=sha256:e1ae8cbbcfaa45c57f5e51c544afa554cefbbb9fe9586c108aaf2aebfadf5899 \
+    --hash=sha256:e39f4f00b2967116badd9617ad6aa9845d8327fe13b6dbf5bc36d8c7b4a5ea03 \
+    --hash=sha256:e808a1125169ae90de623456ef2423eb84a8578a74f03fe48b06b8561c2cc31d \
+    --hash=sha256:ea8bef525432b38a84e7448348da1a2dc308375bce79c77675cc50a501305851 \
+    --hash=sha256:ee07b59a08bd45aedd5252241a98841f1a5082a7b9b73df2dae6a433aa2a91d8 \
+    --hash=sha256:f1897de02364b7ef4a5bb56ae352b674ebf2cdd33da2b0f3543340282dc1f3e1 \
+    --hash=sha256:f365328450c1072e7a707dce67eaa6db3f63671907c866e3751e317b27ea187e \
+    --hash=sha256:f6be1f6f045f326bd419285ee92ebb13f1317149cbea84ca73c5bf06109a61bb \
+    --hash=sha256:f87f6f39015fc82d7adeee19900d246b89911319726e93cb2dbd4d1a809899bd \
+    --hash=sha256:f95b81aa67538d38316b184a6ff39a3725ee5c8555fba21dcb692f8d7c39302e \
+    --hash=sha256:ffa5686191139f763e13445a169765c83517164bc28e60dbedb19bed2b2655f1
     # via keras
 packaging==25.0 \
     --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
     --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
     # via
     #   keras
-    #   pytest
     #   tensorboard
     #   tensorflow
-perfcounters==3.0.1 \
-    --hash=sha256:656b9c739f5dd7595f5b187e93cfcd91958f2afe750ec5c7c1db77f5d960f20d \
-    --hash=sha256:93463d8a9c3abab104feac8e52450ca3902eb6d0ba57f02c231b3b9b4eca975c
-    # via sedpack (pyproject.toml)
-pluggy==1.6.0 \
-    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
-    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-    # via pytest
-protobuf==6.31.1 \
-    --hash=sha256:0414e3aa5a5f3ff423828e1e6a6e907d6c65c1d5b7e6e975793d5590bdeecc16 \
-    --hash=sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447 \
-    --hash=sha256:4ee898bf66f7a8b0bd21bce523814e6fbd8c6add948045ce958b73af7e8878c6 \
-    --hash=sha256:6f1227473dc43d44ed644425268eb7c2e488ae245d51c6866d19fe158e207402 \
-    --hash=sha256:720a6c7e6b77288b85063569baae8536671b39f15cc22037ec7045658d80489e \
-    --hash=sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9 \
-    --hash=sha256:8764cf4587791e7564051b35524b72844f845ad0bb011704c3736cce762d8fe9 \
-    --hash=sha256:a40fc12b84c154884d7d4c4ebd675d5b3b5283e155f324049ae396b95ddebc39 \
-    --hash=sha256:d8cac4c982f0b957a4dc73a80e2ea24fab08e679c0de9deb835f4a12d69aca9a
+pillow==11.3.0 \
+    --hash=sha256:023f6d2d11784a465f09fd09a34b150ea4672e85fb3d05931d89f373ab14abb2 \
+    --hash=sha256:02a723e6bf909e7cea0dac1b0e0310be9d7650cd66222a5f1c571455c0a45214 \
+    --hash=sha256:040a5b691b0713e1f6cbe222e0f4f74cd233421e105850ae3b3c0ceda520f42e \
+    --hash=sha256:05f6ecbeff5005399bb48d198f098a9b4b6bdf27b8487c7f38ca16eeb070cd59 \
+    --hash=sha256:068d9c39a2d1b358eb9f245ce7ab1b5c3246c7c8c7d9ba58cfa5b43146c06e50 \
+    --hash=sha256:0743841cabd3dba6a83f38a92672cccbd69af56e3e91777b0ee7f4dba4385632 \
+    --hash=sha256:092c80c76635f5ecb10f3f83d76716165c96f5229addbd1ec2bdbbda7d496e06 \
+    --hash=sha256:0b275ff9b04df7b640c59ec5a3cb113eefd3795a8df80bac69646ef699c6981a \
+    --hash=sha256:0bce5c4fd0921f99d2e858dc4d4d64193407e1b99478bc5cacecba2311abde51 \
+    --hash=sha256:1019b04af07fc0163e2810167918cb5add8d74674b6267616021ab558dc98ced \
+    --hash=sha256:106064daa23a745510dabce1d84f29137a37224831d88eb4ce94bb187b1d7e5f \
+    --hash=sha256:118ca10c0d60b06d006be10a501fd6bbdfef559251ed31b794668ed569c87e12 \
+    --hash=sha256:13f87d581e71d9189ab21fe0efb5a23e9f28552d5be6979e84001d3b8505abe8 \
+    --hash=sha256:155658efb5e044669c08896c0c44231c5e9abcaadbc5cd3648df2f7c0b96b9a6 \
+    --hash=sha256:1904e1264881f682f02b7f8167935cce37bc97db457f8e7849dc3a6a52b99580 \
+    --hash=sha256:19d2ff547c75b8e3ff46f4d9ef969a06c30ab2d4263a9e287733aa8b2429ce8f \
+    --hash=sha256:1a992e86b0dd7aeb1f053cd506508c0999d710a8f07b4c791c63843fc6a807ac \
+    --hash=sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860 \
+    --hash=sha256:1c627742b539bba4309df89171356fcb3cc5a9178355b2727d1b74a6cf155fbd \
+    --hash=sha256:1cd110edf822773368b396281a2293aeb91c90a2db00d78ea43e7e861631b722 \
+    --hash=sha256:1f85acb69adf2aaee8b7da124efebbdb959a104db34d3a2cb0f3793dbae422a8 \
+    --hash=sha256:23cff760a9049c502721bdb743a7cb3e03365fafcdfc2ef9784610714166e5a4 \
+    --hash=sha256:2465a69cf967b8b49ee1b96d76718cd98c4e925414ead59fdf75cf0fd07df673 \
+    --hash=sha256:2a3117c06b8fb646639dce83694f2f9eac405472713fcb1ae887469c0d4f6788 \
+    --hash=sha256:2aceea54f957dd4448264f9bf40875da0415c83eb85f55069d89c0ed436e3542 \
+    --hash=sha256:2d6fcc902a24ac74495df63faad1884282239265c6839a0a6416d33faedfae7e \
+    --hash=sha256:30807c931ff7c095620fe04448e2c2fc673fcbb1ffe2a7da3fb39613489b1ddd \
+    --hash=sha256:30b7c02f3899d10f13d7a48163c8969e4e653f8b43416d23d13d1bbfdc93b9f8 \
+    --hash=sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523 \
+    --hash=sha256:3cee80663f29e3843b68199b9d6f4f54bd1d4a6b59bdd91bceefc51238bcb967 \
+    --hash=sha256:3e184b2f26ff146363dd07bde8b711833d7b0202e27d13540bfe2e35a323a809 \
+    --hash=sha256:41342b64afeba938edb034d122b2dda5db2139b9a4af999729ba8818e0056477 \
+    --hash=sha256:41742638139424703b4d01665b807c6468e23e699e8e90cffefe291c5832b027 \
+    --hash=sha256:4445fa62e15936a028672fd48c4c11a66d641d2c05726c7ec1f8ba6a572036ae \
+    --hash=sha256:45dfc51ac5975b938e9809451c51734124e73b04d0f0ac621649821a63852e7b \
+    --hash=sha256:465b9e8844e3c3519a983d58b80be3f668e2a7a5db97f2784e7079fbc9f9822c \
+    --hash=sha256:48d254f8a4c776de343051023eb61ffe818299eeac478da55227d96e241de53f \
+    --hash=sha256:4c834a3921375c48ee6b9624061076bc0a32a60b5532b322cc0ea64e639dd50e \
+    --hash=sha256:4c96f993ab8c98460cd0c001447bff6194403e8b1d7e149ade5f00594918128b \
+    --hash=sha256:504b6f59505f08ae014f724b6207ff6222662aab5cc9542577fb084ed0676ac7 \
+    --hash=sha256:527b37216b6ac3a12d7838dc3bd75208ec57c1c6d11ef01902266a5a0c14fc27 \
+    --hash=sha256:5418b53c0d59b3824d05e029669efa023bbef0f3e92e75ec8428f3799487f361 \
+    --hash=sha256:59a03cdf019efbfeeed910bf79c7c93255c3d54bc45898ac2a4140071b02b4ae \
+    --hash=sha256:5e05688ccef30ea69b9317a9ead994b93975104a677a36a8ed8106be9260aa6d \
+    --hash=sha256:6359a3bc43f57d5b375d1ad54a0074318a0844d11b76abccf478c37c986d3cfc \
+    --hash=sha256:643f189248837533073c405ec2f0bb250ba54598cf80e8c1e043381a60632f58 \
+    --hash=sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad \
+    --hash=sha256:67172f2944ebba3d4a7b54f2e95c786a3a50c21b88456329314caaa28cda70f6 \
+    --hash=sha256:676b2815362456b5b3216b4fd5bd89d362100dc6f4945154ff172e206a22c024 \
+    --hash=sha256:6a418691000f2a418c9135a7cf0d797c1bb7d9a485e61fe8e7722845b95ef978 \
+    --hash=sha256:6abdbfd3aea42be05702a8dd98832329c167ee84400a1d1f61ab11437f1717eb \
+    --hash=sha256:6be31e3fc9a621e071bc17bb7de63b85cbe0bfae91bb0363c893cbe67247780d \
+    --hash=sha256:7107195ddc914f656c7fc8e4a5e1c25f32e9236ea3ea860f257b0436011fddd0 \
+    --hash=sha256:71f511f6b3b91dd543282477be45a033e4845a40278fa8dcdbfdb07109bf18f9 \
+    --hash=sha256:7859a4cc7c9295f5838015d8cc0a9c215b77e43d07a25e460f35cf516df8626f \
+    --hash=sha256:7966e38dcd0fa11ca390aed7c6f20454443581d758242023cf36fcb319b1a874 \
+    --hash=sha256:79ea0d14d3ebad43ec77ad5272e6ff9bba5b679ef73375ea760261207fa8e0aa \
+    --hash=sha256:7aee118e30a4cf54fdd873bd3a29de51e29105ab11f9aad8c32123f58c8f8081 \
+    --hash=sha256:7b161756381f0918e05e7cb8a371fff367e807770f8fe92ecb20d905d0e1c149 \
+    --hash=sha256:7c8ec7a017ad1bd562f93dbd8505763e688d388cde6e4a010ae1486916e713e6 \
+    --hash=sha256:7d1aa4de119a0ecac0a34a9c8bde33f34022e2e8f99104e47a3ca392fd60e37d \
+    --hash=sha256:7db51d222548ccfd274e4572fdbf3e810a5e66b00608862f947b163e613b67dd \
+    --hash=sha256:819931d25e57b513242859ce1876c58c59dc31587847bf74cfe06b2e0cb22d2f \
+    --hash=sha256:83e1b0161c9d148125083a35c1c5a89db5b7054834fd4387499e06552035236c \
+    --hash=sha256:857844335c95bea93fb39e0fa2726b4d9d758850b34075a7e3ff4f4fa3aa3b31 \
+    --hash=sha256:8797edc41f3e8536ae4b10897ee2f637235c94f27404cac7297f7b607dd0716e \
+    --hash=sha256:8924748b688aa210d79883357d102cd64690e56b923a186f35a82cbc10f997db \
+    --hash=sha256:89bd777bc6624fe4115e9fac3352c79ed60f3bb18651420635f26e643e3dd1f6 \
+    --hash=sha256:8dc70ca24c110503e16918a658b869019126ecfe03109b754c402daff12b3d9f \
+    --hash=sha256:91da1d88226663594e3f6b4b8c3c8d85bd504117d043740a8e0ec449087cc494 \
+    --hash=sha256:921bd305b10e82b4d1f5e802b6850677f965d8394203d182f078873851dada69 \
+    --hash=sha256:932c754c2d51ad2b2271fd01c3d121daaa35e27efae2a616f77bf164bc0b3e94 \
+    --hash=sha256:93efb0b4de7e340d99057415c749175e24c8864302369e05914682ba642e5d77 \
+    --hash=sha256:97afb3a00b65cc0804d1c7abddbf090a81eaac02768af58cbdcaaa0a931e0b6d \
+    --hash=sha256:97f07ed9f56a3b9b5f49d3661dc9607484e85c67e27f3e8be2c7d28ca032fec7 \
+    --hash=sha256:98a9afa7b9007c67ed84c57c9e0ad86a6000da96eaa638e4f8abe5b65ff83f0a \
+    --hash=sha256:9ab6ae226de48019caa8074894544af5b53a117ccb9d3b3dcb2871464c829438 \
+    --hash=sha256:9c412fddd1b77a75aa904615ebaa6001f169b26fd467b4be93aded278266b288 \
+    --hash=sha256:a1bc6ba083b145187f648b667e05a2534ecc4b9f2784c2cbe3089e44868f2b9b \
+    --hash=sha256:a418486160228f64dd9e9efcd132679b7a02a5f22c982c78b6fc7dab3fefb635 \
+    --hash=sha256:a4d336baed65d50d37b88ca5b60c0fa9d81e3a87d4a7930d3880d1624d5b31f3 \
+    --hash=sha256:a6444696fce635783440b7f7a9fc24b3ad10a9ea3f0ab66c5905be1c19ccf17d \
+    --hash=sha256:a7bc6e6fd0395bc052f16b1a8670859964dbd7003bd0af2ff08342eb6e442cfe \
+    --hash=sha256:b4b8f3efc8d530a1544e5962bd6b403d5f7fe8b9e08227c6b255f98ad82b4ba0 \
+    --hash=sha256:b5f56c3f344f2ccaf0dd875d3e180f631dc60a51b314295a3e681fe8cf851fbe \
+    --hash=sha256:be5463ac478b623b9dd3937afd7fb7ab3d79dd290a28e2b6df292dc75063eb8a \
+    --hash=sha256:c37d8ba9411d6003bba9e518db0db0c58a680ab9fe5179f040b0463644bc9805 \
+    --hash=sha256:c84d689db21a1c397d001aa08241044aa2069e7587b398c8cc63020390b1c1b8 \
+    --hash=sha256:c96d333dcf42d01f47b37e0979b6bd73ec91eae18614864622d9b87bbd5bbf36 \
+    --hash=sha256:cadc9e0ea0a2431124cde7e1697106471fc4c1da01530e679b2391c37d3fbb3a \
+    --hash=sha256:cc3e831b563b3114baac7ec2ee86819eb03caa1a2cef0b481a5675b59c4fe23b \
+    --hash=sha256:cd8ff254faf15591e724dc7c4ddb6bf4793efcbe13802a4ae3e863cd300b493e \
+    --hash=sha256:d000f46e2917c705e9fb93a3606ee4a819d1e3aa7a9b442f6444f07e77cf5e25 \
+    --hash=sha256:d9da3df5f9ea2a89b81bb6087177fb1f4d1c7146d583a3fe5c672c0d94e55e12 \
+    --hash=sha256:e5c5858ad8ec655450a7c7df532e9842cf8df7cc349df7225c60d5d348c8aada \
+    --hash=sha256:e67d793d180c9df62f1f40aee3accca4829d3794c95098887edc18af4b8b780c \
+    --hash=sha256:ea944117a7974ae78059fcc1800e5d3295172bb97035c0c1d9345fca1419da71 \
+    --hash=sha256:eb76541cba2f958032d79d143b98a3a6b3ea87f0959bbe256c0b5e416599fd5d \
+    --hash=sha256:ec1ee50470b0d050984394423d96325b744d55c701a439d2bd66089bff963d3c \
+    --hash=sha256:ee92f2fd10f4adc4b43d07ec5e779932b4eb3dbfbc34790ada5a6669bc095aa6 \
+    --hash=sha256:f0f5d8f4a08090c6d6d578351a2b91acf519a54986c055af27e7a93feae6d3f1 \
+    --hash=sha256:f1f182ebd2303acf8c380a54f615ec883322593320a9b00438eb842c1f37ae50 \
+    --hash=sha256:f8a5827f84d973d8636e9dc5764af4f0cf2318d26744b3d902931701b0d46653 \
+    --hash=sha256:f944255db153ebb2b19c51fe85dd99ef0ce494123f21b9db4877ffdfc5590c7c \
+    --hash=sha256:fdae223722da47b024b867c1ea0be64e0df702c5e0a60e27daad39bf960dd1e4 \
+    --hash=sha256:fe27fb049cdcca11f11a7bfda64043c37b30e6b91f10cb5bab275806c32f6ab3
+    # via tensorboard
+protobuf==6.32.1 \
+    --hash=sha256:2601b779fc7d32a866c6b4404f9d42a3f67c5b9f3f15b4db3cccabe06b95c346 \
+    --hash=sha256:2f5b80a49e1eb7b86d85fcd23fe92df154b9730a725c3b38c4e43b9d77018bf4 \
+    --hash=sha256:68ff170bac18c8178f130d1ccb94700cf72852298e016a2443bdb9502279e5f1 \
+    --hash=sha256:a8a32a84bc9f2aad712041b8b366190f71dde248926da517bde9e832e4412085 \
+    --hash=sha256:b00a7d8c25fa471f16bc8153d0e53d6c9e827f0953f3c09aaa4331c718cae5e1 \
+    --hash=sha256:b1864818300c297265c83a4982fd3169f97122c299f56a56e2445c3698d34710 \
+    --hash=sha256:d0975d0b2f3e6957111aa3935d08a0eb7e006b1505d825f862a1fffc8348e122 \
+    --hash=sha256:d8c7e6eb619ffdf105ee4ab76af5a68b60a9d0f66da3ea12d1640e6d8dab7281 \
+    --hash=sha256:ee2469e4a021474ab9baafea6cd070e5bf27c7d29433504ddea1a4ee5850f68d
     # via
     #   tensorboard
     #   tensorflow
-pydantic==2.11.1 \
-    --hash=sha256:442557d2910e75c991c39f4b4ab18963d57b9b55122c8b2a9cd176d8c29ce968 \
-    --hash=sha256:5b6c415eee9f8123a14d859be0c84363fec6b1feb6b688d6435801230b56e0b8
+pydantic==2.11.9 \
+    --hash=sha256:6b8ffda597a14812a7975c90b82a8a2e777d9257aba3453f973acd3c032a18e2 \
+    --hash=sha256:c42dd626f5cfc1c6950ce6205ea58c93efa406da65f479dcb4029d5934857da2
     # via sedpack (pyproject.toml)
-pydantic-core==2.34.1 \
-    --hash=sha256:00643ebd798a05111218e9fe17f8b0f782e7cb94cd427b3118938563a81872a5 \
-    --hash=sha256:00d7e7b6a0b2d2294e3dc2d2b170fa860577fc0e286460d7cfd0e90c1a2a1267 \
-    --hash=sha256:03c1722c3755b7fbaafcf7e8d331803c6109f96b4df52eb91ea9e1e5f24ee96a \
-    --hash=sha256:08a5b5da50a28a5bae06120aaae7ff086b19a870c74f6ab110326893252822f8 \
-    --hash=sha256:0d8f64e49175f98416b7193c818741916dc29783256f684324cee262a1b35d57 \
-    --hash=sha256:16c73d64c4ff64a8c107bd779dfc957f6d5add4f14d348441a836ec23d620cf4 \
-    --hash=sha256:18ff148029c246e3ca36164ca07fa3d0d7c99d2feab98e12bce97da63e67bcdb \
-    --hash=sha256:215e185af1ace9682dcaf3bde93d2c78256016ebcfb736b47ed4f58defcfd7bf \
-    --hash=sha256:286981cc3a187e128d5223f37b5660dcf7021f16f4164dee28c4ff78e0fcd040 \
-    --hash=sha256:32ff9e9e07f80815115466a586f5b437679802cdc79ff58935fc0a4b4b6de77f \
-    --hash=sha256:390c1c17c3eb47ccb0180af002881294d87203fd01ab617902a6eb740713c017 \
-    --hash=sha256:406f85849878788a3fd4b73410955dbbb038a70a8c0d7bb9201084242b035bb5 \
-    --hash=sha256:4122151c1f4eb883556adc9e624564731872eb1647f5408028649d69b8565879 \
-    --hash=sha256:448a11df0edc8a1a4072a13d34ad7e048e7c7941635432ffc39036e8bf4454a3 \
-    --hash=sha256:46b2ae1824bb07939f77d4a390a1a0a5b0838e34ac9427cf21c89a7a925f1ad7 \
-    --hash=sha256:4b667f9285c0ffccd17d1ac668da776c5da4c3957391c98a0c4c8ff5f378f040 \
-    --hash=sha256:4f3044c1626b46d5c21e67d9fd16fd854e2847b23e7ebda75689733050959023 \
-    --hash=sha256:502c81a0e3db1010aabdb309456c7217151e94bb20abdbeb766b2df25be84320 \
-    --hash=sha256:51aae06a854be524f7a33fd2ccc54a37577a7b37c77813794483cbb00829d646 \
-    --hash=sha256:54e31294764110fc266111f49d5ddd9356773b13fdf848cc261ef07a18de2568 \
-    --hash=sha256:54f6bd146247c62b243fae34b535069614b255453fb1405c17b7d01d00976af7 \
-    --hash=sha256:564b56ce0e64a48ec338b06205b8753cc648133ec3f9c9af9dcfd403fc7af040 \
-    --hash=sha256:57e914ce885275b5c9d9641aabc30f2e70945eec65e0e1a915b0242c58a0a5fe \
-    --hash=sha256:59054ba986777afb760c3283fcf0bfe27a6a1be970f6c7b3bcfde33985a69823 \
-    --hash=sha256:596ea8427dde3721b829ce37e9166efb65c01e25e1977008702b5b081124cec5 \
-    --hash=sha256:6074b7d2bc969caf9669303e815f52a448ed8f107f17e2905474e7b956a64481 \
-    --hash=sha256:6194d491d34ee7667a71cb51f107c9c9266608f86d7fef1e9644acfc7f3e189a \
-    --hash=sha256:61f5536849eac65c638e47b7ed69ca9b8f353247936feea3862ff773d0f3e349 \
-    --hash=sha256:642ca6940d2bc027d8ac8ddd4c1c7e7ae3dbb0277e26ab2c42a562cc96f9f048 \
-    --hash=sha256:648a65762994cab52b14c40058290fe0dbbd2ce907b42d7ab7b565fffcfc8617 \
-    --hash=sha256:64b8fa876a63cf806ad0d13dc7205b47512c90f192df2c1ad6a7f49a90015003 \
-    --hash=sha256:66406c996569bfaa9d6938ccbc43695bc19ee3185dd7ba3e08615e04ca3a0fbe \
-    --hash=sha256:69eb11a0bcbdb49c04494980206e9449d361b78b35ad64478d9ab15db837bec9 \
-    --hash=sha256:6beb001b3dfc3a6705fd0bec935cf77e99ad37e43f4e82b15495c2c2e678d005 \
-    --hash=sha256:6bf31628ab6d0e7c7c0372419898c52ef0a447b33ab47c7f62053bd013cc5b09 \
-    --hash=sha256:6d908cdc6ee50c463f64792892b7980bad8eea0c231fd09a7db7d8375aeb350e \
-    --hash=sha256:6e1af10b5c6b91732bc8385b472b8b68c120dab52564a0f195409a7020ad3f58 \
-    --hash=sha256:71c2d7cb5c9087301f5d2a488ce51e090bd682849b5a59cf4f75a9ce08044f64 \
-    --hash=sha256:7c848c98ceaf3d1d6369814565da0b2f4aa1cd8b3bf28767261f54a13b8b387d \
-    --hash=sha256:83343e0a9b0e929231bde8d2d7d5dd93dd3af22556bc9a538d729a9ba6824cf4 \
-    --hash=sha256:8a44cd4d7651a586344cdd474e0740a8d2ee9dba9d1169f980b479b14a8b4891 \
-    --hash=sha256:8a7b34f16772a7b02944c1910125fb0b0c89d34c5045e6ea0746044722b592d3 \
-    --hash=sha256:8d17f447fffbef877aab4bca91c65d0ccdb3ef776c3db24f88c499565568a489 \
-    --hash=sha256:8da35468c5b54142f503b2a7edb0a2252cb6e21206371ab56cb709f064215500 \
-    --hash=sha256:8dbb8babb10c418ca18a149ee27a4df06db5ee4acc30c0576e8c35d9d3a9e9d3 \
-    --hash=sha256:911024e92269e0da607eeee32ab5f6e460e8afe74e0859a353d8f77a09440ab2 \
-    --hash=sha256:91175524a4cb485333d4119454645c7adefeda34845e66ade277cae670ad8b58 \
-    --hash=sha256:91f64f2f538d8da4a61d1d7dd515dfa535375bddfa1de0b543af650f2a9ae0a8 \
-    --hash=sha256:922d7931884fbd5f46785d3e6998c58d1ee3a381b4714d1b5a95da5f41795b7c \
-    --hash=sha256:92757e71447ff68fa63091c5c4a5f595225fba3f427e987516db56f39568b38e \
-    --hash=sha256:967a7dc51597a1cc6a0782abf069e549e183101cb3c129a5a37a8e12a956306f \
-    --hash=sha256:9b3946e2fb4a7821b59a70193530f463dd532fd6d25f13e9c6521df736906777 \
-    --hash=sha256:9c2d8176efe66d54a5f7d3052b394ede8c0d2bb80144d1bf6c9b30a9d1fdfaea \
-    --hash=sha256:9db4dab51a6515d7eb0763f200f4784075952b2a0afe84ce7048da3da70a51cb \
-    --hash=sha256:9fd3ae017ad680b744ffe257627c3503889d2a6ef2b7d1493483e9faccf7abc7 \
-    --hash=sha256:a1215a14a145630ce00135d9ea696b5c587f0d166579cef541e8743530dbe134 \
-    --hash=sha256:a4a44c73e5e58113c1b6a4fe2ab7a151a9d6a0ab612a8e107a6d557c980853f1 \
-    --hash=sha256:a7385b01cb068b87b35a95799b4e2b1c6456269d7b9a5e8b4dcfe2547bdaccaf \
-    --hash=sha256:a85f3126af1cf983f252738209713f625982ede1557e1991feb6e817c1116b23 \
-    --hash=sha256:a8d59fcb88752869183b0685e3e6a9d46cb3109280fa452ede7994b9ccff734e \
-    --hash=sha256:a953737ad0ce8a6b0130fa77851ab639c576e2c11e16a417392e04f8ec1d40dd \
-    --hash=sha256:abdefd076e7857f23caa4cfeacdae831d5e948ac227125b4d35b92b5fb77976c \
-    --hash=sha256:b010fd1d65b536552fc07633b84538300847dc0544ebfea06986017909b4b65e \
-    --hash=sha256:b1073b3688aa0b1834e54a2e4f1aaa72306bbe72138983a0bd4bf3c8ac9751d5 \
-    --hash=sha256:b1f5392e6a615a93f8ba2f71454c096798dd4d944ca27bbca793cfb0e3faaf1d \
-    --hash=sha256:b20ff6e14af8c5e3073304c4ec818a9f20bd92ce9d6d5716982803a5bb0851b6 \
-    --hash=sha256:b30d9d48390deb789c84205fc76ad6c27b00819d60dc955186e9387c55370413 \
-    --hash=sha256:b50cd1cd02c525c44d0b4127833436b491f71a6a2ef93d503e29b0b672fe5acb \
-    --hash=sha256:b5beed6e1f3ee3d20a93b02bdb28dcc94bd192c09f433cd114efcf8ad13829f0 \
-    --hash=sha256:b72c63ed0399fdb7f45b7985025aa851d6c964801b1ad7c58f3ce8f75bc4e070 \
-    --hash=sha256:bb5882ad329cec0b58f006840be4b981938303de5ec72e61160b66f86515bd58 \
-    --hash=sha256:c1444714e5c04dc20ad8246f8fd32b7ef4aef34f2fc7b349f71ae365ceb51e66 \
-    --hash=sha256:c21506d9761d51972d3408c45e38ab44e7bdd244cc7e1e2fcd4af0cd6322cb33 \
-    --hash=sha256:c59c3cadc8a0ae1ac9bed2d7e78f93e71e5d99bba5f9f121c5d7bd41f1faa89a \
-    --hash=sha256:c6fe9cb158200d9a83a38fed3c2cb6766a98adc5f61940ccdd41a75231762e89 \
-    --hash=sha256:c80e6d594122345b41659e5d5ad9cb5d732d81a1da83c336e1b13f55794abafe \
-    --hash=sha256:ca7d1b95b1bca481fb6a8c0ae684a053eef0d6da9e819f6361fd1da7bc1c54ad \
-    --hash=sha256:ca84244021b9d88bd979cb062c58fe7bd00689371b538284f00582781fd1047e \
-    --hash=sha256:d26e1ba192c3207fa2a3d1e049ad7710ace1f09e67ae70e52495db70292cc12d \
-    --hash=sha256:d38504ecbf67b7fe60ae2db028e1b1a54df92a2b899628c82b3edfe885a88059 \
-    --hash=sha256:d74a8e53545bcfd0515754ece2b018fabfb81c0e49d825f8cc1dba09c911f404 \
-    --hash=sha256:d9cb67f2d7d1f129af7e05dbf4fe209f4df043ea1245086bce2a5ee00ca2f5cc \
-    --hash=sha256:dbec17f32828541af5bcebe0ea124235fc620bb5e5d56bf76e38b5b0ad37299d \
-    --hash=sha256:def02d3a0296a171d6723f97cc135ae827bdaca24c9f0665d23ad6f8096334d1 \
-    --hash=sha256:df50a223e1a8e8a066a806267b11ffc47fd797736ffafa70734629305b1b6fe6 \
-    --hash=sha256:e12b71b0ed28cc751e59653d0415aded476f255984dbf0f99d6880342d1911db \
-    --hash=sha256:e19bb6d38d5259b20de62618928fe33d60c4b15975f891503e0703776d23e9f7 \
-    --hash=sha256:e331d7ec5ec582c5078db948eca25d637c0a7f88a037b5016c48cb7c63f7da2c \
-    --hash=sha256:e3bb7a0d84fea2629d10adcf46470ef48ac786976f6c3130a441a260beb4dbad \
-    --hash=sha256:e3da84e67845c83e88c7e96df3e487a16752753f19241d17e887f1f39b7a851c \
-    --hash=sha256:e7126ea9858f9c23a3ec7cd9ecc18be93d1546fe76bc7b331389caf29c4d411f \
-    --hash=sha256:eae6a05d4612d15ba5e22879b710d770d310dbdac6edc53126b86a3be4fe78b5 \
-    --hash=sha256:ec8ce161786818229e96774f4d9159df80589d89b7bc64f3251c57c3fb133289 \
-    --hash=sha256:edc0c6d41431849c6f2f6301f713af730884136c06613a41fd6778446b5bc7c5 \
-    --hash=sha256:ee4491ebcee7f58054585fedeaca653e9822b97445e9b1700ed29846a963f210 \
-    --hash=sha256:f5ee164fb0be1a56c7639794b400815ce36eeb14cdf0a914527c80481b43b43c \
-    --hash=sha256:f7c7ac737d1544615403e8a98956fc02b7505f713c531eab7c4b265618e82af3 \
-    --hash=sha256:ff39a5611d098fcd821dacdfb01dabb434054867d3df646e7b11981a6770a195 \
-    --hash=sha256:fffe3dd67708719a59e82ae36d6b431e2fb4e11b14f36f173c93e448ba963825
+pydantic-core==2.33.2 \
+    --hash=sha256:0069c9acc3f3981b9ff4cdfaf088e98d83440a4c7ea1bc07460af3d4dc22e72d \
+    --hash=sha256:031c57d67ca86902726e0fae2214ce6770bbe2f710dc33063187a68744a5ecac \
+    --hash=sha256:0405262705a123b7ce9f0b92f123334d67b70fd1f20a9372b907ce1080c7ba02 \
+    --hash=sha256:04a1a413977ab517154eebb2d326da71638271477d6ad87a769102f7c2488c56 \
+    --hash=sha256:09fb9dd6571aacd023fe6aaca316bd01cf60ab27240d7eb39ebd66a3a15293b4 \
+    --hash=sha256:0a39979dcbb70998b0e505fb1556a1d550a0781463ce84ebf915ba293ccb7e22 \
+    --hash=sha256:0a9f2c9dd19656823cb8250b0724ee9c60a82f3cdf68a080979d13092a3b0fef \
+    --hash=sha256:0e03262ab796d986f978f79c943fc5f620381be7287148b8010b4097f79a39ec \
+    --hash=sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d \
+    --hash=sha256:0e6116757f7959a712db11f3e9c0a99ade00a5bbedae83cb801985aa154f071b \
+    --hash=sha256:0fb2d542b4d66f9470e8065c5469ec676978d625a8b7a363f07d9a501a9cb36a \
+    --hash=sha256:1082dd3e2d7109ad8b7da48e1d4710c8d06c253cbc4a27c1cff4fbcaa97a9e3f \
+    --hash=sha256:1a8695a8d00c73e50bff9dfda4d540b7dee29ff9b8053e38380426a85ef10052 \
+    --hash=sha256:1e063337ef9e9820c77acc768546325ebe04ee38b08703244c1309cccc4f1bab \
+    --hash=sha256:1ea40a64d23faa25e62a70ad163571c0b342b8bf66d5fa612ac0dec4f069d916 \
+    --hash=sha256:2058a32994f1fde4ca0480ab9d1e75a0e8c87c22b53a3ae66554f9af78f2fe8c \
+    --hash=sha256:235f45e5dbcccf6bd99f9f472858849f73d11120d76ea8707115415f8e5ebebf \
+    --hash=sha256:2807668ba86cb38c6817ad9bc66215ab8584d1d304030ce4f0887336f28a5e27 \
+    --hash=sha256:2b0a451c263b01acebe51895bfb0e1cc842a5c666efe06cdf13846c7418caa9a \
+    --hash=sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8 \
+    --hash=sha256:2bfb5112df54209d820d7bf9317c7a6c9025ea52e49f46b6a2060104bba37de7 \
+    --hash=sha256:2f82865531efd18d6e07a04a17331af02cb7a651583c418df8266f17a63c6612 \
+    --hash=sha256:329467cecfb529c925cf2bbd4d60d2c509bc2fb52a20c1045bf09bb70971a9c1 \
+    --hash=sha256:3a1c81334778f9e3af2f8aeb7a960736e5cab1dfebfb26aabca09afd2906c039 \
+    --hash=sha256:3abcd9392a36025e3bd55f9bd38d908bd17962cc49bc6da8e7e96285336e2bca \
+    --hash=sha256:3c6db6e52c6d70aa0d00d45cdb9b40f0433b96380071ea80b09277dba021ddf7 \
+    --hash=sha256:3dc625f4aa79713512d1976fe9f0bc99f706a9dee21dfd1810b4bbbf228d0e8a \
+    --hash=sha256:3eb3fe62804e8f859c49ed20a8451342de53ed764150cb14ca71357c765dc2a6 \
+    --hash=sha256:44857c3227d3fb5e753d5fe4a3420d6376fa594b07b621e220cd93703fe21782 \
+    --hash=sha256:4b25d91e288e2c4e0662b8038a28c6a07eaac3e196cfc4ff69de4ea3db992a1b \
+    --hash=sha256:4c5b0a576fb381edd6d27f0a85915c6daf2f8138dc5c267a57c08a62900758c7 \
+    --hash=sha256:4e61206137cbc65e6d5256e1166f88331d3b6238e082d9f74613b9b765fb9025 \
+    --hash=sha256:52fb90784e0a242bb96ec53f42196a17278855b0f31ac7c3cc6f5c1ec4811849 \
+    --hash=sha256:53a57d2ed685940a504248187d5685e49eb5eef0f696853647bf37c418c538f7 \
+    --hash=sha256:572c7e6c8bb4774d2ac88929e3d1f12bc45714ae5ee6d9a788a9fb35e60bb04b \
+    --hash=sha256:5c4aa4e82353f65e548c476b37e64189783aa5384903bfea4f41580f255fddfa \
+    --hash=sha256:5c92edd15cd58b3c2d34873597a1e20f13094f59cf88068adb18947df5455b4e \
+    --hash=sha256:5f483cfb75ff703095c59e365360cb73e00185e01aaea067cd19acffd2ab20ea \
+    --hash=sha256:61c18fba8e5e9db3ab908620af374db0ac1baa69f0f32df4f61ae23f15e586ac \
+    --hash=sha256:6368900c2d3ef09b69cb0b913f9f8263b03786e5b2a387706c5afb66800efd51 \
+    --hash=sha256:64632ff9d614e5eecfb495796ad51b0ed98c453e447a76bcbeeb69615079fc7e \
+    --hash=sha256:65132b7b4a1c0beded5e057324b7e16e10910c106d43675d9bd87d4f38dde162 \
+    --hash=sha256:6b99022f1d19bc32a4c2a0d544fc9a76e3be90f0b3f4af413f87d38749300e65 \
+    --hash=sha256:6bdfe4b3789761f3bcb4b1ddf33355a71079858958e3a552f16d5af19768fef2 \
+    --hash=sha256:6fa6dfc3e4d1f734a34710f391ae822e0a8eb8559a85c6979e14e65ee6ba2954 \
+    --hash=sha256:73662edf539e72a9440129f231ed3757faab89630d291b784ca99237fb94db2b \
+    --hash=sha256:73cf6373c21bc80b2e0dc88444f41ae60b2f070ed02095754eb5a01df12256de \
+    --hash=sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc \
+    --hash=sha256:7f92c15cd1e97d4b12acd1cc9004fa092578acfa57b67ad5e43a197175d01a64 \
+    --hash=sha256:82f68293f055f51b51ea42fafc74b6aad03e70e191799430b90c13d643059ebb \
+    --hash=sha256:83aa99b1285bc8f038941ddf598501a86f1536789740991d7d8756e34f1e74d9 \
+    --hash=sha256:87acbfcf8e90ca885206e98359d7dca4bcbb35abdc0ff66672a293e1d7a19101 \
+    --hash=sha256:87b31b6846e361ef83fedb187bb5b4372d0da3f7e28d85415efa92d6125d6e6d \
+    --hash=sha256:881b21b5549499972441da4758d662aeea93f1923f953e9cbaff14b8b9565aef \
+    --hash=sha256:8d55ab81c57b8ff8548c3e4947f119551253f4e3787a7bbc0b6b3ca47498a9d3 \
+    --hash=sha256:8f57a69461af2a5fa6e6bbd7a5f60d3b7e6cebb687f55106933188e79ad155c1 \
+    --hash=sha256:95237e53bb015f67b63c91af7518a62a8660376a6a0db19b89acc77a4d6199f5 \
+    --hash=sha256:96081f1605125ba0855dfda83f6f3df5ec90c61195421ba72223de35ccfb2f88 \
+    --hash=sha256:970919794d126ba8645f3837ab6046fb4e72bbc057b3709144066204c19a455d \
+    --hash=sha256:9cb1da0f5a471435a7bc7e439b8a728e8b61e59784b2af70d7c169f8dd8ae290 \
+    --hash=sha256:9fcd347d2cc5c23b06de6d3b7b8275be558a0c90549495c699e379a80bf8379e \
+    --hash=sha256:9fdac5d6ffa1b5a83bca06ffe7583f5576555e6c8b3a91fbd25ea7780f825f7d \
+    --hash=sha256:a11c8d26a50bfab49002947d3d237abe4d9e4b5bdc8846a63537b6488e197808 \
+    --hash=sha256:a144d4f717285c6d9234a66778059f33a89096dfb9b39117663fd8413d582dcc \
+    --hash=sha256:a2b911a5b90e0374d03813674bf0a5fbbb7741570dcd4b4e85a2e48d17def29d \
+    --hash=sha256:a7ec89dc587667f22b6a0b6579c249fca9026ce7c333fc142ba42411fa243cdc \
+    --hash=sha256:aa9d91b338f2df0508606f7009fde642391425189bba6d8c653afd80fd6bb64e \
+    --hash=sha256:b0379a2b24882fef529ec3b4987cb5d003b9cda32256024e6fe1586ac45fc640 \
+    --hash=sha256:bc7aee6f634a6f4a95676fcb5d6559a2c2a390330098dba5e5a5f28a2e4ada30 \
+    --hash=sha256:bdc25f3681f7b78572699569514036afe3c243bc3059d3942624e936ec93450e \
+    --hash=sha256:c083a3bdd5a93dfe480f1125926afcdbf2917ae714bdb80b36d34318b2bec5d9 \
+    --hash=sha256:c20c462aa4434b33a2661701b861604913f912254e441ab8d78d30485736115a \
+    --hash=sha256:c2fc0a768ef76c15ab9238afa6da7f69895bb5d1ee83aeea2e3509af4472d0b9 \
+    --hash=sha256:c52b02ad8b4e2cf14ca7b3d918f3eb0ee91e63b3167c32591e57c4317e134f8f \
+    --hash=sha256:c54c939ee22dc8e2d545da79fc5381f1c020d6d3141d3bd747eab59164dc89fb \
+    --hash=sha256:c8e7af2f4e0194c22b5b37205bfb293d166a7344a5b0d0eaccebc376546d77d5 \
+    --hash=sha256:cca3868ddfaccfbc4bfb1d608e2ccaaebe0ae628e1416aeb9c4d88c001bb45ab \
+    --hash=sha256:d3f26877a748dc4251cfcfda9dfb5f13fcb034f5308388066bcfe9031b63ae7d \
+    --hash=sha256:d53b22f2032c42eaaf025f7c40c2e3b94568ae077a606f006d206a463bc69572 \
+    --hash=sha256:d87c561733f66531dced0da6e864f44ebf89a8fba55f31407b00c2f7f9449593 \
+    --hash=sha256:d946c8bf0d5c24bf4fe333af284c59a19358aa3ec18cb3dc4370080da1e8ad29 \
+    --hash=sha256:dac89aea9af8cd672fa7b510e7b8c33b0bba9a43186680550ccf23020f32d535 \
+    --hash=sha256:db4b41f9bd95fbe5acd76d89920336ba96f03e149097365afe1cb092fceb89a1 \
+    --hash=sha256:dc46a01bf8d62f227d5ecee74178ffc448ff4e5197c756331f71efcc66dc980f \
+    --hash=sha256:dd14041875d09cc0f9308e37a6f8b65f5585cf2598a53aa0123df8b129d481f8 \
+    --hash=sha256:de4b83bb311557e439b9e186f733f6c645b9417c84e2eb8203f3f820a4b988bf \
+    --hash=sha256:e799c050df38a639db758c617ec771fd8fb7a5f8eaaa4b27b101f266b216a246 \
+    --hash=sha256:e80b087132752f6b3d714f041ccf74403799d3b23a72722ea2e6ba2e892555b9 \
+    --hash=sha256:eb8c529b2819c37140eb51b914153063d27ed88e3bdc31b71198a198e921e011 \
+    --hash=sha256:eb9b459ca4df0e5c87deb59d37377461a538852765293f9e6ee834f0435a93b9 \
+    --hash=sha256:efec8db3266b76ef9607c2c4c419bdb06bf335ae433b80816089ea7585816f6a \
+    --hash=sha256:f481959862f57f29601ccced557cc2e817bce7533ab8e01a797a48b49c9692b3 \
+    --hash=sha256:f517ca031dfc037a9c07e748cefd8d96235088b83b4f4ba8939105d20fa1dcd6 \
+    --hash=sha256:f889f7a40498cc077332c7ab6b4608d296d852182211787d4f3ee377aaae66e8 \
+    --hash=sha256:f8de619080e944347f5f20de29a975c2d815d9ddd8be9b9b7268e2e3ef68605a \
+    --hash=sha256:f941635f2a3d96b2973e867144fde513665c87f13fe0e193c158ac51bfaaa7b2 \
+    --hash=sha256:fa754d1850735a0b0e03bcffd9d4b4343eb417e47196e4485d9cca326073a42c \
+    --hash=sha256:fa854f5cf7e33842a892e5c73f45327760bc7bc516339fda888c75ae60edaeb6 \
+    --hash=sha256:fe5b32187cbc0c862ee201ad66c30cf218e5ed468ec8dc1cf49dec66e160cc4d
     # via pydantic
-pygments==2.19.1 \
-    --hash=sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
+pygments==2.19.2 \
+    --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
     # via rich
-pytest==8.4.0 \
-    --hash=sha256:14d920b48472ea0dbf68e45b96cd1ffda4705f33307dcc86c676c1b5104838a6 \
-    --hash=sha256:f40f825768ad76c0977cbacdf1fd37c6f7a468e460ea6a0636078f8972d4517e
-    # via
-    #   pytest-asyncio
-    #   sedpack (pyproject.toml)
-pytest-asyncio==0.26.0 \
-    --hash=sha256:7b51ed894f4fbea1340262bdae5135797ebbe21d8638978e35d31c6d19f72fb0 \
-    --hash=sha256:c4df2a697648241ff39e7f0e4a73050b03f123f760673956cf0d72a4990e312f
-    # via sedpack (pyproject.toml)
-requests==2.32.4 \
-    --hash=sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c \
-    --hash=sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422
+requests==2.32.5 \
+    --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \
+    --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf
     # via tensorflow
-rich==14.0.0 \
-    --hash=sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0 \
-    --hash=sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725
+rich==14.1.0 \
+    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f \
+    --hash=sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8
     # via keras
-schema==0.7.7 \
-    --hash=sha256:5d976a5b50f36e74e2157b47097b60002bd4d42e65425fcc9c9befadb4255dde \
-    --hash=sha256:7da553abd2958a19dc2547c388cde53398b39196175a9be59ea1caf5ab0a1807
-    # via sedpack (pyproject.toml)
 semver==3.0.4 \
     --hash=sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746 \
     --hash=sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602
@@ -701,76 +827,63 @@ six==1.17.0 \
     # via
     #   astunparse
     #   google-pasta
-    #   tensorboard
     #   tensorflow
-tabulate==0.9.0 \
-    --hash=sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c \
-    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
-    # via
-    #   perfcounters
-    #   sedpack (pyproject.toml)
-tensorboard==2.19.0 \
-    --hash=sha256:5e71b98663a641a7ce8a6e70b0be8e1a4c0c45d48760b076383ac4755c35b9a0
+tenacity==9.1.2 \
+    --hash=sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+    # via sedpack (pyproject.toml)
+tensorboard==2.20.0 \
+    --hash=sha256:9dc9f978cb84c0723acf9a345d96c184f0293d18f166bb8d59ee098e6cfaaba6
     # via tensorflow
 tensorboard-data-server==0.7.2 \
     --hash=sha256:7e0610d205889588983836ec05dc098e80f97b7e7bbff7e994ebb78f578d0ddb \
     --hash=sha256:9fe5d24221b29625dbc7328b0436ca7fc1c23de4acf4d272f1180856e32f9f60 \
     --hash=sha256:ef687163c24185ae9754ed5650eb5bc4d84ff257aabdc33f0cc6f74d8ba54530
     # via tensorboard
-tensorflow==2.19.0 \
-    --hash=sha256:10f4bfbd33ee23408b98c67e63654f4697845f005555dcc6b790ecfaeabd1308 \
-    --hash=sha256:2b39293cae3aeee534dc4746dc6097b48c281e5e8b9a423efbd14d4495968e5c \
-    --hash=sha256:390747786ac979809fa1cfcf6916220ef0bfed6b9e1b8c643b6b09184a868fe4 \
-    --hash=sha256:5eae58946f5a22f4d5656a95e54c5d7aae5a5483c388922a207667d8858c37b9 \
-    --hash=sha256:68d462278ad88c193c16d7b905864ff0117d61dc20deded9264d1999d513c115 \
-    --hash=sha256:821916beebd541c95b451dd911af442e11a7cb3aabde9084cab2be5c4d8b2bae \
-    --hash=sha256:83e2d6c748105488205d30e43093f28fc90e8da0176db9ddee12e2784cf435e8 \
-    --hash=sha256:849f72820e2bb1bfd4f6446d09db4635896f2ceaa35212a98a1238c9439f6f93 \
-    --hash=sha256:88c594d98bbe6d81d069f418ae823b03f7273c8b612d7073a09373483f212d9a \
-    --hash=sha256:9cb87fb2052b819adffb749b7e9426bd109c8cf98751e684de73567424ab2a88 \
-    --hash=sha256:ad15dbf488e287127a18e2274c64a201ea50ee32444a84657ead72d10438cb09 \
-    --hash=sha256:ade03804d81e696f8b9045bbe2dd5d0146e36c63d85bf2eae8225ffa74a03713 \
-    --hash=sha256:c92d3ff958ac0ee0eb343f10d4055b3a2815635cb3ee0836f9b1d735c76ee098 \
-    --hash=sha256:c95604f25c3032e9591c7e01e457fdd442dde48e9cc1ce951078973ab1b4ca34 \
-    --hash=sha256:d3f47452246bd08902f0c865d3839fa715f1738d801d256934b943aa21c5a1d2 \
-    --hash=sha256:e28b26594cd793e7f52471b8f2d98aafc6d232868a366462d238f7967935a6f6
+tensorflow==2.20.0 \
+    --hash=sha256:02a0293d94f5c8b7125b66abf622cc4854a33ae9d618a0d41309f95e091bbaea \
+    --hash=sha256:0deb5c583dfc53b54fd158a194ce0087b406bb6518af400ca3809735e4548ec3 \
+    --hash=sha256:1590cbf87b6bcbd34d8e9ad70d0c696135e0aa71be31803b27358cf7ed63f8fc \
+    --hash=sha256:197f0b613b38c0da5c6a12a8295ad4a05c78b853835dae8e0f9dfae3ce9ce8a5 \
+    --hash=sha256:25265b0bc527e0d54b1e9cc60c44a24f44a809fe27666b905f0466471f9c52ec \
+    --hash=sha256:28bc33759249c98eabcee9debd24e74506bbe29ac139e050cf0c74aa9888ebdf \
+    --hash=sha256:2bfbfb3dd0e22bffc45fe1e922390d27753e99261fab8a882e802cf98a0e078f \
+    --hash=sha256:3e9568c8efcb05c0266be223e3269c62ebf7ad3498f156438311735f6fa5ced5 \
+    --hash=sha256:47c88e05a07f1ead4977b4894b3ecd4d8075c40191065afc4fd9355c9db3d926 \
+    --hash=sha256:481499fd0f824583de8945be61d5e827898cdaa4f5ea1bc2cc28ca2ccff8229e \
+    --hash=sha256:4a69ac2c2ce20720abf3abf917b4e86376326c0976fcec3df330e184b81e4088 \
+    --hash=sha256:52b122f0232fd7ab10f28d537ce08470d0b6dcac7fff9685432daac7f8a06c8f \
+    --hash=sha256:5f964016c5035d09b85a246a6b739be89282a7839743f3ea63640224f0c63aee \
+    --hash=sha256:5fa3729b0126f75a99882b89fb7d536515721eda8014a63e259e780ba0a37372 \
+    --hash=sha256:7551558a48c2e2f6c32a1537f06c654a9df1408a1c18e7b99c3caafbd03edfe3 \
+    --hash=sha256:7abd7f3a010e0d354dc804182372779a722d474c4d8a3db8f4a3f5baef2a591e \
+    --hash=sha256:a66cbd1b19209d3fbc45cbea80de92514ba455434013937251d65d444779783c \
+    --hash=sha256:c25edad45e8cb9e76366f7a8c835279f9169028d610f3b52ce92d332a1b05438 \
+    --hash=sha256:dd71a7e7c3270239f4185915e8f2c5d39608c5e18973d6e1d101b153993841eb \
+    --hash=sha256:e5f169f8f5130ab255bbe854c5f0ae152e93d3d1ac44f42cb1866003b81a5357
     # via sedpack (pyproject.toml)
-tensorflow-io-gcs-filesystem==0.37.1 \
-    --hash=sha256:0df00891669390078a003cedbdd3b8e645c718b111917535fa1d7725e95cdb95 \
-    --hash=sha256:249c12b830165841411ba71e08215d0e94277a49c551e6dd5d72aab54fe5491b \
-    --hash=sha256:257aab23470a0796978efc9c2bcf8b0bc80f22e6298612a4c0a50d3f4e88060c \
-    --hash=sha256:286389a203a5aee1a4fa2e53718c661091aa5fea797ff4fa6715ab8436b02e6c \
-    --hash=sha256:32c50ab4e29a23c1f91cd0f9ab8c381a0ab10f45ef5c5252e94965916041737c \
-    --hash=sha256:426de1173cb81fbd62becec2012fc00322a295326d90eb6c737fab636f182aed \
-    --hash=sha256:6e1f2796b57e799a8ca1b75bf47c2aaa437c968408cc1a402a9862929e104cda \
-    --hash=sha256:8943036bbf84e7a2be3705cb56f9c9df7c48c9e614bb941f0936c58e3ca89d6f \
-    --hash=sha256:8febbfcc67c61e542a5ac1a98c7c20a91a5e1afc2e14b1ef0cb7c28bc3b6aa70 \
-    --hash=sha256:9679b36e3a80921876f31685ab6f7270f3411a4cc51bc2847e80d0e4b5291e27 \
-    --hash=sha256:b02f9c5f94fd62773954a04f69b68c4d576d076fd0db4ca25d5479f0fbfcdbad \
-    --hash=sha256:ee5da49019670ed364f3e5fb86b46420841a6c3cb52a300553c63841671b3e6d \
-    --hash=sha256:ee7c8ee5fe2fd8cb6392669ef16e71841133041fee8a330eff519ad9b36e4556 \
-    --hash=sha256:fbb33f1745f218464a59cecd9a18e32ca927b0f4d77abd8f8671b645cc1a182f \
-    --hash=sha256:fe8dcc6d222258a080ac3dfcaaaa347325ce36a7a046277f6b3e19abc1efb3c5 \
-    --hash=sha256:ffebb6666a7bfc28005f4fbbb111a455b5e7d6cd3b12752b7050863ecb27d5cc
-    # via tensorflow
 termcolor==3.1.0 \
     --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa \
     --hash=sha256:6a6dd7fbee581909eeec6a756cff1d7f7c376063b14e4a298dc4980309e55970
-    # via
-    #   sedpack (pyproject.toml)
-    #   tensorflow
+    # via tensorflow
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
     --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
     # via sedpack (pyproject.toml)
-typing-extensions==4.13.1 \
-    --hash=sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69 \
-    --hash=sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff
+typing-extensions==4.15.0 \
+    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
     # via
+    #   grpcio
     #   optree
     #   pydantic
     #   pydantic-core
     #   tensorflow
+    #   typing-inspection
+typing-inspection==0.4.1 \
+    --hash=sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51 \
+    --hash=sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28
+    # via pydantic
 urllib3==2.5.0 \
     --hash=sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760 \
     --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
@@ -783,86 +896,88 @@ wheel==0.45.1 \
     --hash=sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729 \
     --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
     # via astunparse
-wrapt==1.17.2 \
-    --hash=sha256:08e7ce672e35efa54c5024936e559469436f8b8096253404faeb54d2a878416f \
-    --hash=sha256:0a6e821770cf99cc586d33833b2ff32faebdbe886bd6322395606cf55153246c \
-    --hash=sha256:0b929ac182f5ace000d459c59c2c9c33047e20e935f8e39371fa6e3b85d56f4a \
-    --hash=sha256:129a150f5c445165ff941fc02ee27df65940fcb8a22a61828b1853c98763a64b \
-    --hash=sha256:13e6afb7fe71fe7485a4550a8844cc9ffbe263c0f1a1eea569bc7091d4898555 \
-    --hash=sha256:1473400e5b2733e58b396a04eb7f35f541e1fb976d0c0724d0223dd607e0f74c \
-    --hash=sha256:18983c537e04d11cf027fbb60a1e8dfd5190e2b60cc27bc0808e653e7b218d1b \
-    --hash=sha256:1a7ed2d9d039bd41e889f6fb9364554052ca21ce823580f6a07c4ec245c1f5d6 \
-    --hash=sha256:1e1fe0e6ab7775fd842bc39e86f6dcfc4507ab0ffe206093e76d61cde37225c8 \
-    --hash=sha256:1fb5699e4464afe5c7e65fa51d4f99e0b2eadcc176e4aa33600a3df7801d6662 \
-    --hash=sha256:2696993ee1eebd20b8e4ee4356483c4cb696066ddc24bd70bcbb80fa56ff9061 \
-    --hash=sha256:35621ae4c00e056adb0009f8e86e28eb4a41a4bfa8f9bfa9fca7d343fe94f998 \
-    --hash=sha256:36ccae62f64235cf8ddb682073a60519426fdd4725524ae38874adf72b5f2aeb \
-    --hash=sha256:3cedbfa9c940fdad3e6e941db7138e26ce8aad38ab5fe9dcfadfed9db7a54e62 \
-    --hash=sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984 \
-    --hash=sha256:3fc7cb4c1c744f8c05cd5f9438a3caa6ab94ce8344e952d7c45a8ed59dd88392 \
-    --hash=sha256:4011d137b9955791f9084749cba9a367c68d50ab8d11d64c50ba1688c9b457f2 \
-    --hash=sha256:40d615e4fe22f4ad3528448c193b218e077656ca9ccb22ce2cb20db730f8d306 \
-    --hash=sha256:410a92fefd2e0e10d26210e1dfb4a876ddaf8439ef60d6434f21ef8d87efc5b7 \
-    --hash=sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3 \
-    --hash=sha256:468090021f391fe0056ad3e807e3d9034e0fd01adcd3bdfba977b6fdf4213ea9 \
-    --hash=sha256:49703ce2ddc220df165bd2962f8e03b84c89fee2d65e1c24a7defff6f988f4d6 \
-    --hash=sha256:4a721d3c943dae44f8e243b380cb645a709ba5bd35d3ad27bc2ed947e9c68192 \
-    --hash=sha256:4afd5814270fdf6380616b321fd31435a462019d834f83c8611a0ce7484c7317 \
-    --hash=sha256:4c82b8785d98cdd9fed4cac84d765d234ed3251bd6afe34cb7ac523cb93e8b4f \
-    --hash=sha256:4db983e7bca53819efdbd64590ee96c9213894272c776966ca6306b73e4affda \
-    --hash=sha256:582530701bff1dec6779efa00c516496968edd851fba224fbd86e46cc6b73563 \
-    --hash=sha256:58455b79ec2661c3600e65c0a716955adc2410f7383755d537584b0de41b1d8a \
-    --hash=sha256:58705da316756681ad3c9c73fd15499aa4d8c69f9fd38dc8a35e06c12468582f \
-    --hash=sha256:5bb1d0dbf99411f3d871deb6faa9aabb9d4e744d67dcaaa05399af89d847a91d \
-    --hash=sha256:5c803c401ea1c1c18de70a06a6f79fcc9c5acfc79133e9869e730ad7f8ad8ef9 \
-    --hash=sha256:5cbabee4f083b6b4cd282f5b817a867cf0b1028c54d445b7ec7cfe6505057cf8 \
-    --hash=sha256:612dff5db80beef9e649c6d803a8d50c409082f1fedc9dbcdfde2983b2025b82 \
-    --hash=sha256:62c2caa1585c82b3f7a7ab56afef7b3602021d6da34fbc1cf234ff139fed3cd9 \
-    --hash=sha256:69606d7bb691b50a4240ce6b22ebb319c1cfb164e5f6569835058196e0f3a845 \
-    --hash=sha256:6d9187b01bebc3875bac9b087948a2bccefe464a7d8f627cf6e48b1bbae30f82 \
-    --hash=sha256:6ed6ffac43aecfe6d86ec5b74b06a5be33d5bb9243d055141e8cabb12aa08125 \
-    --hash=sha256:703919b1633412ab54bcf920ab388735832fdcb9f9a00ae49387f0fe67dad504 \
-    --hash=sha256:766d8bbefcb9e00c3ac3b000d9acc51f1b399513f44d77dfe0eb026ad7c9a19b \
-    --hash=sha256:80dd7db6a7cb57ffbc279c4394246414ec99537ae81ffd702443335a61dbf3a7 \
-    --hash=sha256:8112e52c5822fc4253f3901b676c55ddf288614dc7011634e2719718eaa187dc \
-    --hash=sha256:8c8b293cd65ad716d13d8dd3624e42e5a19cc2a2f1acc74b30c2c13f15cb61a6 \
-    --hash=sha256:8fdbdb757d5390f7c675e558fd3186d590973244fab0c5fe63d373ade3e99d40 \
-    --hash=sha256:91bd7d1773e64019f9288b7a5101f3ae50d3d8e6b1de7edee9c2ccc1d32f0c0a \
-    --hash=sha256:95c658736ec15602da0ed73f312d410117723914a5c91a14ee4cdd72f1d790b3 \
-    --hash=sha256:99039fa9e6306880572915728d7f6c24a86ec57b0a83f6b2491e1d8ab0235b9a \
-    --hash=sha256:9a2bce789a5ea90e51a02dfcc39e31b7f1e662bc3317979aa7e5538e3a034f72 \
-    --hash=sha256:9a7d15bbd2bc99e92e39f49a04653062ee6085c0e18b3b7512a4f2fe91f2d681 \
-    --hash=sha256:9abc77a4ce4c6f2a3168ff34b1da9b0f311a8f1cfd694ec96b0603dff1c79438 \
-    --hash=sha256:9e8659775f1adf02eb1e6f109751268e493c73716ca5761f8acb695e52a756ae \
-    --hash=sha256:9fee687dce376205d9a494e9c121e27183b2a3df18037f89d69bd7b35bcf59e2 \
-    --hash=sha256:a5aaeff38654462bc4b09023918b7f21790efb807f54c000a39d41d69cf552cb \
-    --hash=sha256:a604bf7a053f8362d27eb9fefd2097f82600b856d5abe996d623babd067b1ab5 \
-    --hash=sha256:abbb9e76177c35d4e8568e58650aa6926040d6a9f6f03435b7a522bf1c487f9a \
-    --hash=sha256:acc130bc0375999da18e3d19e5a86403667ac0c4042a094fefb7eec8ebac7cf3 \
-    --hash=sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8 \
-    --hash=sha256:b4e42a40a5e164cbfdb7b386c966a588b1047558a990981ace551ed7e12ca9c2 \
-    --hash=sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22 \
-    --hash=sha256:b60fb58b90c6d63779cb0c0c54eeb38941bae3ecf7a73c764c52c88c2dcb9d72 \
-    --hash=sha256:b870b5df5b71d8c3359d21be8f0d6c485fa0ebdb6477dda51a1ea54a9b558061 \
-    --hash=sha256:ba0f0eb61ef00ea10e00eb53a9129501f52385c44853dbd6c4ad3f403603083f \
-    --hash=sha256:bb87745b2e6dc56361bfde481d5a378dc314b252a98d7dd19a651a3fa58f24a9 \
-    --hash=sha256:bb90fb8bda722a1b9d48ac1e6c38f923ea757b3baf8ebd0c82e09c5c1a0e7a04 \
-    --hash=sha256:bc570b5f14a79734437cb7b0500376b6b791153314986074486e0b0fa8d71d98 \
-    --hash=sha256:c86563182421896d73858e08e1db93afdd2b947a70064b813d515d66549e15f9 \
-    --hash=sha256:c958bcfd59bacc2d0249dcfe575e71da54f9dcf4a8bdf89c4cb9a68a1170d73f \
-    --hash=sha256:d18a4865f46b8579d44e4fe1e2bcbc6472ad83d98e22a26c963d46e4c125ef0b \
-    --hash=sha256:d5e2439eecc762cd85e7bd37161d4714aa03a33c5ba884e26c81559817ca0925 \
-    --hash=sha256:e3890b508a23299083e065f435a492b5435eba6e304a7114d2f919d400888cc6 \
-    --hash=sha256:e496a8ce2c256da1eb98bd15803a79bee00fc351f5dfb9ea82594a3f058309e0 \
-    --hash=sha256:e8b2816ebef96d83657b56306152a93909a83f23994f4b30ad4573b00bd11bb9 \
-    --hash=sha256:eaf675418ed6b3b31c7a989fd007fa7c3be66ce14e5c3b27336383604c9da85c \
-    --hash=sha256:ec89ed91f2fa8e3f52ae53cd3cf640d6feff92ba90d62236a81e4e563ac0e991 \
-    --hash=sha256:ecc840861360ba9d176d413a5489b9a0aff6d6303d7e733e2c4623cfa26904a6 \
-    --hash=sha256:f09b286faeff3c750a879d336fb6d8713206fc97af3adc14def0cdd349df6000 \
-    --hash=sha256:f393cda562f79828f38a819f4788641ac7c4085f30f1ce1a68672baa686482bb \
-    --hash=sha256:f917c1180fdb8623c2b75a99192f4025e412597c50b2ac870f156de8fb101119 \
-    --hash=sha256:fc78a84e2dfbc27afe4b2bd7c80c8db9bca75cc5b85df52bfe634596a1da846b \
-    --hash=sha256:ff04ef6eec3eee8a5efef2401495967a916feaa353643defcc03fc74fe213b58
+wrapt==1.17.3 \
+    --hash=sha256:02b551d101f31694fc785e58e0720ef7d9a10c4e62c1c9358ce6f63f23e30a56 \
+    --hash=sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828 \
+    --hash=sha256:0610b46293c59a3adbae3dee552b648b984176f8562ee0dba099a56cfbe4df1f \
+    --hash=sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396 \
+    --hash=sha256:0b1831115c97f0663cb77aa27d381237e73ad4f721391a9bfb2fe8bc25fa6e77 \
+    --hash=sha256:0ed61b7c2d49cee3c027372df5809a59d60cf1b6c2f81ee980a091f3afed6a2d \
+    --hash=sha256:0f5f51a6466667a5a356e6381d362d259125b57f059103dd9fdc8c0cf1d14139 \
+    --hash=sha256:16ecf15d6af39246fe33e507105d67e4b81d8f8d2c6598ff7e3ca1b8a37213f7 \
+    --hash=sha256:1f0b2f40cf341ee8cc1a97d51ff50dddb9fcc73241b9143ec74b30fc4f44f6cb \
+    --hash=sha256:1f23fa283f51c890eda8e34e4937079114c74b4c81d2b2f1f1d94948f5cc3d7f \
+    --hash=sha256:223db574bb38637e8230eb14b185565023ab624474df94d2af18f1cdb625216f \
+    --hash=sha256:249f88ed15503f6492a71f01442abddd73856a0032ae860de6d75ca62eed8067 \
+    --hash=sha256:24c2ed34dc222ed754247a2702b1e1e89fdbaa4016f324b4b8f1a802d4ffe87f \
+    --hash=sha256:273a736c4645e63ac582c60a56b0acb529ef07f78e08dc6bfadf6a46b19c0da7 \
+    --hash=sha256:281262213373b6d5e4bb4353bc36d1ba4084e6d6b5d242863721ef2bf2c2930b \
+    --hash=sha256:30ce38e66630599e1193798285706903110d4f057aab3168a34b7fdc85569afc \
+    --hash=sha256:33486899acd2d7d3066156b03465b949da3fd41a5da6e394ec49d271baefcf05 \
+    --hash=sha256:343e44b2a8e60e06a7e0d29c1671a0d9951f59174f3709962b5143f60a2a98bd \
+    --hash=sha256:373342dd05b1d07d752cecbec0c41817231f29f3a89aa8b8843f7b95992ed0c7 \
+    --hash=sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9 \
+    --hash=sha256:3e62d15d3cfa26e3d0788094de7b64efa75f3a53875cdbccdf78547aed547a81 \
+    --hash=sha256:41b1d2bc74c2cac6f9074df52b2efbef2b30bdfe5f40cb78f8ca22963bc62977 \
+    --hash=sha256:423ed5420ad5f5529db9ce89eac09c8a2f97da18eb1c870237e84c5a5c2d60aa \
+    --hash=sha256:46acc57b331e0b3bcb3e1ca3b421d65637915cfcd65eb783cb2f78a511193f9b \
+    --hash=sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe \
+    --hash=sha256:507553480670cab08a800b9463bdb881b2edeed77dc677b0a5915e6106e91a58 \
+    --hash=sha256:53e5e39ff71b3fc484df8a522c933ea2b7cdd0d5d15ae82e5b23fde87d44cbd8 \
+    --hash=sha256:54a30837587c6ee3cd1a4d1c2ec5d24e77984d44e2f34547e2323ddb4e22eb77 \
+    --hash=sha256:5531d911795e3f935a9c23eb1c8c03c211661a5060aab167065896bbf62a5f85 \
+    --hash=sha256:55cbbc356c2842f39bcc553cf695932e8b30e30e797f961860afb308e6b1bb7c \
+    --hash=sha256:59923aa12d0157f6b82d686c3fd8e1166fa8cdfb3e17b42ce3b6147ff81528df \
+    --hash=sha256:5a03a38adec8066d5a37bea22f2ba6bbf39fcdefbe2d91419ab864c3fb515454 \
+    --hash=sha256:5a7b3c1ee8265eb4c8f1b7d29943f195c00673f5ab60c192eba2d4a7eae5f46a \
+    --hash=sha256:5d4478d72eb61c36e5b446e375bbc49ed002430d17cdec3cecb36993398e1a9e \
+    --hash=sha256:5ea5eb3c0c071862997d6f3e02af1d055f381b1d25b286b9d6644b79db77657c \
+    --hash=sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6 \
+    --hash=sha256:656873859b3b50eeebe6db8b1455e99d90c26ab058db8e427046dbc35c3140a5 \
+    --hash=sha256:65d1d00fbfb3ea5f20add88bbc0f815150dbbde3b026e6c24759466c8b5a9ef9 \
+    --hash=sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd \
+    --hash=sha256:6fd1ad24dc235e4ab88cda009e19bf347aabb975e44fd5c2fb22a3f6e4141277 \
+    --hash=sha256:70d86fa5197b8947a2fa70260b48e400bf2ccacdcab97bb7de47e3d1e6312225 \
+    --hash=sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22 \
+    --hash=sha256:73d496de46cd2cdbdbcce4ae4bcdb4afb6a11234a1df9c085249d55166b95116 \
+    --hash=sha256:7425ac3c54430f5fc5e7b6f41d41e704db073309acfc09305816bc6a0b26bb16 \
+    --hash=sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc \
+    --hash=sha256:758895b01d546812d1f42204bd443b8c433c44d090248bf22689df673ccafe00 \
+    --hash=sha256:79573c24a46ce11aab457b472efd8d125e5a51da2d1d24387666cd85f54c05b2 \
+    --hash=sha256:7e18f01b0c3e4a07fe6dfdb00e29049ba17eadbc5e7609a2a3a4af83ab7d710a \
+    --hash=sha256:88547535b787a6c9ce4086917b6e1d291aa8ed914fdd3a838b3539dc95c12804 \
+    --hash=sha256:88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04 \
+    --hash=sha256:8cccf4f81371f257440c88faed6b74f1053eef90807b77e31ca057b2db74edb1 \
+    --hash=sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba \
+    --hash=sha256:a36692b8491d30a8c75f1dfee65bef119d6f39ea84ee04d9f9311f83c5ad9390 \
+    --hash=sha256:a47681378a0439215912ef542c45a783484d4dd82bac412b71e59cf9c0e1cea0 \
+    --hash=sha256:a7c06742645f914f26c7f1fa47b8bc4c91d222f76ee20116c43d5ef0912bba2d \
+    --hash=sha256:a9a2203361a6e6404f80b99234fe7fb37d1fc73487b5a78dc1aa5b97201e0f22 \
+    --hash=sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0 \
+    --hash=sha256:ad85e269fe54d506b240d2d7b9f5f2057c2aa9a2ea5b32c66f8902f768117ed2 \
+    --hash=sha256:af338aa93554be859173c39c85243970dc6a289fa907402289eeae7543e1ae18 \
+    --hash=sha256:afd964fd43b10c12213574db492cb8f73b2f0826c8df07a68288f8f19af2ebe6 \
+    --hash=sha256:b32888aad8b6e68f83a8fdccbf3165f5469702a7544472bdf41f582970ed3311 \
+    --hash=sha256:c31eebe420a9a5d2887b13000b043ff6ca27c452a9a22fa71f35f118e8d4bf89 \
+    --hash=sha256:caea3e9c79d5f0d2c6d9ab96111601797ea5da8e6d0723f77eabb0d4068d2b2f \
+    --hash=sha256:cf30f6e3c077c8e6a9a7809c94551203c8843e74ba0c960f4a98cd80d4665d39 \
+    --hash=sha256:d40770d7c0fd5cbed9d84b2c3f2e156431a12c9a37dc6284060fb4bec0b7ffd4 \
+    --hash=sha256:d8a210b158a34164de8bb68b0e7780041a903d7b00c87e906fb69928bf7890d5 \
+    --hash=sha256:dc4a8d2b25efb6681ecacad42fca8859f88092d8732b170de6a5dddd80a1c8fa \
+    --hash=sha256:df7d30371a2accfe4013e90445f6388c570f103d61019b6b7c57e0265250072a \
+    --hash=sha256:e01375f275f010fcbf7f643b4279896d04e571889b8a5b3f848423d91bf07050 \
+    --hash=sha256:e1a4120ae5705f673727d3253de3ed0e016f7cd78dc463db1b31e2463e1f3cf6 \
+    --hash=sha256:e228514a06843cae89621384cfe3a80418f3c04aadf8a3b14e46a7be704e4235 \
+    --hash=sha256:e405adefb53a435f01efa7ccdec012c016b5a1d3f35459990afc39b6be4d5056 \
+    --hash=sha256:e6b13af258d6a9ad602d57d889f83b9d5543acd471eee12eb51f5b01f8eb1bc2 \
+    --hash=sha256:e6f40a8aa5a92f150bdb3e1c44b7e98fb7113955b2e5394122fa5532fec4b418 \
+    --hash=sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c \
+    --hash=sha256:ed7c635ae45cfbc1a7371f708727bf74690daedc49b4dba310590ca0bd28aa8a \
+    --hash=sha256:f38e60678850c42461d4202739f9bf1e3a737c7ad283638251e79cc49effb6b6 \
+    --hash=sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0 \
+    --hash=sha256:f9b2601381be482f70e5d1051a5965c25fb3625455a2bf520b5a077b22afb775 \
+    --hash=sha256:fbd3c8319de8e1dc79d346929cd71d523622da527cca14e0c1d257e31c2b8b10 \
+    --hash=sha256:fd341868a4b6714a5962c1af0bd44f7c404ef78720c7de4892901e540417111c
     # via tensorflow
 xxhash==3.5.0 \
     --hash=sha256:02c2e816896dc6f85922ced60097bcf6f008dedfc5073dcba32f9c8dd786f3c1 \
@@ -989,110 +1104,109 @@ xxhash==3.5.0 \
     --hash=sha256:fd1b2281d01723f076df3c8188f43f2472248a6b63118b036e641243656b1b0f \
     --hash=sha256:fe1a92cfbaa0a1253e339ccec42dbe6db262615e52df591b68726ab10338003f
     # via sedpack (pyproject.toml)
-zstandard==0.23.0 \
-    --hash=sha256:034b88913ecc1b097f528e42b539453fa82c3557e414b3de9d5632c80439a473 \
-    --hash=sha256:0a7f0804bb3799414af278e9ad51be25edf67f78f916e08afdb983e74161b916 \
-    --hash=sha256:11e3bf3c924853a2d5835b24f03eeba7fc9b07d8ca499e247e06ff5676461a15 \
-    --hash=sha256:12a289832e520c6bd4dcaad68e944b86da3bad0d339ef7989fb7e88f92e96072 \
-    --hash=sha256:1516c8c37d3a053b01c1c15b182f3b5f5eef19ced9b930b684a73bad121addf4 \
-    --hash=sha256:157e89ceb4054029a289fb504c98c6a9fe8010f1680de0201b3eb5dc20aa6d9e \
-    --hash=sha256:1bfe8de1da6d104f15a60d4a8a768288f66aa953bbe00d027398b93fb9680b26 \
-    --hash=sha256:1e172f57cd78c20f13a3415cc8dfe24bf388614324d25539146594c16d78fcc8 \
-    --hash=sha256:1fd7e0f1cfb70eb2f95a19b472ee7ad6d9a0a992ec0ae53286870c104ca939e5 \
-    --hash=sha256:203d236f4c94cd8379d1ea61db2fce20730b4c38d7f1c34506a31b34edc87bdd \
-    --hash=sha256:27d3ef2252d2e62476389ca8f9b0cf2bbafb082a3b6bfe9d90cbcbb5529ecf7c \
-    --hash=sha256:29a2bc7c1b09b0af938b7a8343174b987ae021705acabcbae560166567f5a8db \
-    --hash=sha256:2ef230a8fd217a2015bc91b74f6b3b7d6522ba48be29ad4ea0ca3a3775bf7dd5 \
-    --hash=sha256:2ef3775758346d9ac6214123887d25c7061c92afe1f2b354f9388e9e4d48acfc \
-    --hash=sha256:2f146f50723defec2975fb7e388ae3a024eb7151542d1599527ec2aa9cacb152 \
-    --hash=sha256:2fb4535137de7e244c230e24f9d1ec194f61721c86ebea04e1581d9d06ea1269 \
-    --hash=sha256:32ba3b5ccde2d581b1e6aa952c836a6291e8435d788f656fe5976445865ae045 \
-    --hash=sha256:34895a41273ad33347b2fc70e1bff4240556de3c46c6ea430a7ed91f9042aa4e \
-    --hash=sha256:379b378ae694ba78cef921581ebd420c938936a153ded602c4fea612b7eaa90d \
-    --hash=sha256:38302b78a850ff82656beaddeb0bb989a0322a8bbb1bf1ab10c17506681d772a \
-    --hash=sha256:3aa014d55c3af933c1315eb4bb06dd0459661cc0b15cd61077afa6489bec63bb \
-    --hash=sha256:4051e406288b8cdbb993798b9a45c59a4896b6ecee2f875424ec10276a895740 \
-    --hash=sha256:40b33d93c6eddf02d2c19f5773196068d875c41ca25730e8288e9b672897c105 \
-    --hash=sha256:43da0f0092281bf501f9c5f6f3b4c975a8a0ea82de49ba3f7100e64d422a1274 \
-    --hash=sha256:445e4cb5048b04e90ce96a79b4b63140e3f4ab5f662321975679b5f6360b90e2 \
-    --hash=sha256:48ef6a43b1846f6025dde6ed9fee0c24e1149c1c25f7fb0a0585572b2f3adc58 \
-    --hash=sha256:50a80baba0285386f97ea36239855f6020ce452456605f262b2d33ac35c7770b \
-    --hash=sha256:519fbf169dfac1222a76ba8861ef4ac7f0530c35dd79ba5727014613f91613d4 \
-    --hash=sha256:53dd9d5e3d29f95acd5de6802e909ada8d8d8cfa37a3ac64836f3bc4bc5512db \
-    --hash=sha256:53ea7cdc96c6eb56e76bb06894bcfb5dfa93b7adcf59d61c6b92674e24e2dd5e \
-    --hash=sha256:576856e8594e6649aee06ddbfc738fec6a834f7c85bf7cadd1c53d4a58186ef9 \
-    --hash=sha256:59556bf80a7094d0cfb9f5e50bb2db27fefb75d5138bb16fb052b61b0e0eeeb0 \
-    --hash=sha256:5d41d5e025f1e0bccae4928981e71b2334c60f580bdc8345f824e7c0a4c2a813 \
-    --hash=sha256:61062387ad820c654b6a6b5f0b94484fa19515e0c5116faf29f41a6bc91ded6e \
-    --hash=sha256:61f89436cbfede4bc4e91b4397eaa3e2108ebe96d05e93d6ccc95ab5714be512 \
-    --hash=sha256:62136da96a973bd2557f06ddd4e8e807f9e13cbb0bfb9cc06cfe6d98ea90dfe0 \
-    --hash=sha256:64585e1dba664dc67c7cdabd56c1e5685233fbb1fc1966cfba2a340ec0dfff7b \
-    --hash=sha256:65308f4b4890aa12d9b6ad9f2844b7ee42c7f7a4fd3390425b242ffc57498f48 \
-    --hash=sha256:66b689c107857eceabf2cf3d3fc699c3c0fe8ccd18df2219d978c0283e4c508a \
-    --hash=sha256:6a41c120c3dbc0d81a8e8adc73312d668cd34acd7725f036992b1b72d22c1772 \
-    --hash=sha256:6f77fa49079891a4aab203d0b1744acc85577ed16d767b52fc089d83faf8d8ed \
-    --hash=sha256:72c68dda124a1a138340fb62fa21b9bf4848437d9ca60bd35db36f2d3345f373 \
-    --hash=sha256:752bf8a74412b9892f4e5b58f2f890a039f57037f52c89a740757ebd807f33ea \
-    --hash=sha256:76e79bc28a65f467e0409098fa2c4376931fd3207fbeb6b956c7c476d53746dd \
-    --hash=sha256:774d45b1fac1461f48698a9d4b5fa19a69d47ece02fa469825b442263f04021f \
-    --hash=sha256:77da4c6bfa20dd5ea25cbf12c76f181a8e8cd7ea231c673828d0386b1740b8dc \
-    --hash=sha256:77ea385f7dd5b5676d7fd943292ffa18fbf5c72ba98f7d09fc1fb9e819b34c23 \
-    --hash=sha256:80080816b4f52a9d886e67f1f96912891074903238fe54f2de8b786f86baded2 \
-    --hash=sha256:80a539906390591dd39ebb8d773771dc4db82ace6372c4d41e2d293f8e32b8db \
-    --hash=sha256:82d17e94d735c99621bf8ebf9995f870a6b3e6d14543b99e201ae046dfe7de70 \
-    --hash=sha256:837bb6764be6919963ef41235fd56a6486b132ea64afe5fafb4cb279ac44f259 \
-    --hash=sha256:84433dddea68571a6d6bd4fbf8ff398236031149116a7fff6f777ff95cad3df9 \
-    --hash=sha256:8c24f21fa2af4bb9f2c492a86fe0c34e6d2c63812a839590edaf177b7398f700 \
-    --hash=sha256:8ed7d27cb56b3e058d3cf684d7200703bcae623e1dcc06ed1e18ecda39fee003 \
-    --hash=sha256:9206649ec587e6b02bd124fb7799b86cddec350f6f6c14bc82a2b70183e708ba \
-    --hash=sha256:983b6efd649723474f29ed42e1467f90a35a74793437d0bc64a5bf482bedfa0a \
-    --hash=sha256:98da17ce9cbf3bfe4617e836d561e433f871129e3a7ac16d6ef4c680f13a839c \
-    --hash=sha256:9c236e635582742fee16603042553d276cca506e824fa2e6489db04039521e90 \
-    --hash=sha256:9da6bc32faac9a293ddfdcb9108d4b20416219461e4ec64dfea8383cac186690 \
-    --hash=sha256:a05e6d6218461eb1b4771d973728f0133b2a4613a6779995df557f70794fd60f \
-    --hash=sha256:a0817825b900fcd43ac5d05b8b3079937073d2b1ff9cf89427590718b70dd840 \
-    --hash=sha256:a4ae99c57668ca1e78597d8b06d5af837f377f340f4cce993b551b2d7731778d \
-    --hash=sha256:a8c86881813a78a6f4508ef9daf9d4995b8ac2d147dcb1a450448941398091c9 \
-    --hash=sha256:a8fffdbd9d1408006baaf02f1068d7dd1f016c6bcb7538682622c556e7b68e35 \
-    --hash=sha256:a9b07268d0c3ca5c170a385a0ab9fb7fdd9f5fd866be004c4ea39e44edce47dd \
-    --hash=sha256:ab19a2d91963ed9e42b4e8d77cd847ae8381576585bad79dbd0a8837a9f6620a \
-    --hash=sha256:ac184f87ff521f4840e6ea0b10c0ec90c6b1dcd0bad2f1e4a9a1b4fa177982ea \
-    --hash=sha256:b0e166f698c5a3e914947388c162be2583e0c638a4703fc6a543e23a88dea3c1 \
-    --hash=sha256:b2170c7e0367dde86a2647ed5b6f57394ea7f53545746104c6b09fc1f4223573 \
-    --hash=sha256:b2d8c62d08e7255f68f7a740bae85b3c9b8e5466baa9cbf7f57f1cde0ac6bc09 \
-    --hash=sha256:b4567955a6bc1b20e9c31612e615af6b53733491aeaa19a6b3b37f3b65477094 \
-    --hash=sha256:b69bb4f51daf461b15e7b3db033160937d3ff88303a7bc808c67bbc1eaf98c78 \
-    --hash=sha256:b8c0bd73aeac689beacd4e7667d48c299f61b959475cdbb91e7d3d88d27c56b9 \
-    --hash=sha256:be9b5b8659dff1f913039c2feee1aca499cfbc19e98fa12bc85e037c17ec6ca5 \
-    --hash=sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9 \
-    --hash=sha256:c16842b846a8d2a145223f520b7e18b57c8f476924bda92aeee3a88d11cfc391 \
-    --hash=sha256:c363b53e257246a954ebc7c488304b5592b9c53fbe74d03bc1c64dda153fb847 \
-    --hash=sha256:c7c517d74bea1a6afd39aa612fa025e6b8011982a0897768a2f7c8ab4ebb78a2 \
-    --hash=sha256:d20fd853fbb5807c8e84c136c278827b6167ded66c72ec6f9a14b863d809211c \
-    --hash=sha256:d2240ddc86b74966c34554c49d00eaafa8200a18d3a5b6ffbf7da63b11d74ee2 \
-    --hash=sha256:d477ed829077cd945b01fc3115edd132c47e6540ddcd96ca169facff28173057 \
-    --hash=sha256:d50d31bfedd53a928fed6707b15a8dbeef011bb6366297cc435accc888b27c20 \
-    --hash=sha256:dc1d33abb8a0d754ea4763bad944fd965d3d95b5baef6b121c0c9013eaf1907d \
-    --hash=sha256:dc5d1a49d3f8262be192589a4b72f0d03b72dcf46c51ad5852a4fdc67be7b9e4 \
-    --hash=sha256:e2d1a054f8f0a191004675755448d12be47fa9bebbcffa3cdf01db19f2d30a54 \
-    --hash=sha256:e7792606d606c8df5277c32ccb58f29b9b8603bf83b48639b7aedf6df4fe8171 \
-    --hash=sha256:ed1708dbf4d2e3a1c5c69110ba2b4eb6678262028afd6c6fbcc5a8dac9cda68e \
-    --hash=sha256:f2d4380bf5f62daabd7b751ea2339c1a21d1c9463f1feb7fc2bdcea2c29c3160 \
-    --hash=sha256:f3513916e8c645d0610815c257cbfd3242adfd5c4cfa78be514e5a3ebb42a41b \
-    --hash=sha256:f8346bfa098532bc1fb6c7ef06783e969d87a99dd1d2a5a18a892c1d7a643c58 \
-    --hash=sha256:f83fa6cae3fff8e98691248c9320356971b59678a17f20656a9e59cd32cee6d8 \
-    --hash=sha256:fa6ce8b52c5987b3e34d5674b0ab529a4602b632ebab0a93b07bfb4dfc8f8a33 \
-    --hash=sha256:fb2b1ecfef1e67897d336de3a0e3f52478182d6a47eda86cbd42504c5cbd009a \
-    --hash=sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880 \
-    --hash=sha256:fd30d9c67d13d891f2360b2a120186729c111238ac63b43dbd37a5a40670b8ca \
-    --hash=sha256:fd7699e8fd9969f455ef2926221e0233f81a2542921471382e77a9e2f2b57f4b \
-    --hash=sha256:fe3b385d996ee0822fd46528d9f0443b880d4d05528fd26a9119a54ec3f91c69
+zstandard==0.25.0 \
+    --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \
+    --hash=sha256:01582723b3ccd6939ab7b3a78622c573799d5d8737b534b86d0e06ac18dbde4a \
+    --hash=sha256:05353cef599a7b0b98baca9b068dd36810c3ef0f42bf282583f438caf6ddcee3 \
+    --hash=sha256:05df5136bc5a011f33cd25bc9f506e7426c0c9b3f9954f056831ce68f3b6689f \
+    --hash=sha256:06acb75eebeedb77b69048031282737717a63e71e4ae3f77cc0c3b9508320df6 \
+    --hash=sha256:07b527a69c1e1c8b5ab1ab14e2afe0675614a09182213f21a0717b62027b5936 \
+    --hash=sha256:0bbc9a0c65ce0eea3c34a691e3c4b6889f5f3909ba4822ab385fab9057099431 \
+    --hash=sha256:0be7622c37c183406f3dbf0cba104118eb16a4ea7359eeb5752f0794882fc250 \
+    --hash=sha256:106281ae350e494f4ac8a80470e66d1fe27e497052c8d9c3b95dc4cf1ade81aa \
+    --hash=sha256:10ef2a79ab8e2974e2075fb984e5b9806c64134810fac21576f0668e7ea19f8f \
+    --hash=sha256:1673b7199bbe763365b81a4f3252b8e80f44c9e323fc42940dc8843bfeaf9851 \
+    --hash=sha256:172de1f06947577d3a3005416977cce6168f2261284c02080e7ad0185faeced3 \
+    --hash=sha256:181eb40e0b6a29b3cd2849f825e0fa34397f649170673d385f3598ae17cca2e9 \
+    --hash=sha256:1869da9571d5e94a85a5e8d57e4e8807b175c9e4a6294e3b66fa4efb074d90f6 \
+    --hash=sha256:19796b39075201d51d5f5f790bf849221e58b48a39a5fc74837675d8bafc7362 \
+    --hash=sha256:1cd5da4d8e8ee0e88be976c294db744773459d51bb32f707a0f166e5ad5c8649 \
+    --hash=sha256:1f3689581a72eaba9131b1d9bdbfe520ccd169999219b41000ede2fca5c1bfdb \
+    --hash=sha256:1f830a0dac88719af0ae43b8b2d6aef487d437036468ef3c2ea59c51f9d55fd5 \
+    --hash=sha256:223415140608d0f0da010499eaa8ccdb9af210a543fac54bce15babbcfc78439 \
+    --hash=sha256:22a06c5df3751bb7dc67406f5374734ccee8ed37fc5981bf1ad7041831fa1137 \
+    --hash=sha256:22a086cff1b6ceca18a8dd6096ec631e430e93a8e70a9ca5efa7561a00f826fa \
+    --hash=sha256:23ebc8f17a03133b4426bcc04aabd68f8236eb78c3760f12783385171b0fd8bd \
+    --hash=sha256:25f8f3cd45087d089aef5ba3848cd9efe3ad41163d3400862fb42f81a3a46701 \
+    --hash=sha256:2b6bd67528ee8b5c5f10255735abc21aa106931f0dbaf297c7be0c886353c3d0 \
+    --hash=sha256:2e54296a283f3ab5a26fc9b8b5d4978ea0532f37b231644f367aa588930aa043 \
+    --hash=sha256:3756b3e9da9b83da1796f8809dd57cb024f838b9eeafde28f3cb472012797ac1 \
+    --hash=sha256:37daddd452c0ffb65da00620afb8e17abd4adaae6ce6310702841760c2c26860 \
+    --hash=sha256:3a39c94ad7866160a4a46d772e43311a743c316942037671beb264e395bdd611 \
+    --hash=sha256:3b870ce5a02d4b22286cf4944c628e0f0881b11b3f14667c1d62185a99e04f53 \
+    --hash=sha256:3c83b0188c852a47cd13ef3bf9209fb0a77fa5374958b8c53aaa699398c6bd7b \
+    --hash=sha256:4203ce3b31aec23012d3a4cf4a2ed64d12fea5269c49aed5e4c3611b938e4088 \
+    --hash=sha256:457ed498fc58cdc12fc48f7950e02740d4f7ae9493dd4ab2168a47c93c31298e \
+    --hash=sha256:474d2596a2dbc241a556e965fb76002c1ce655445e4e3bf38e5477d413165ffa \
+    --hash=sha256:4b14abacf83dfb5c25eb4e4a79520de9e7e205f72c9ee7702f91233ae57d33a2 \
+    --hash=sha256:4b6d83057e713ff235a12e73916b6d356e3084fd3d14ced499d84240f3eecee0 \
+    --hash=sha256:4d441506e9b372386a5271c64125f72d5df6d2a8e8a2a45a0ae09b03cb781ef7 \
+    --hash=sha256:4f187a0bb61b35119d1926aee039524d1f93aaf38a9916b8c4b78ac8514a0aaf \
+    --hash=sha256:51526324f1b23229001eb3735bc8c94f9c578b1bd9e867a0a646a3b17109f388 \
+    --hash=sha256:53e08b2445a6bc241261fea89d065536f00a581f02535f8122eba42db9375530 \
+    --hash=sha256:53f94448fe5b10ee75d246497168e5825135d54325458c4bfffbaafabcc0a577 \
+    --hash=sha256:5a56ba0db2d244117ed744dfa8f6f5b366e14148e00de44723413b2f3938a902 \
+    --hash=sha256:5f1ad7bf88535edcf30038f6919abe087f606f62c00a87d7e33e7fc57cb69fcc \
+    --hash=sha256:5f5e4c2a23ca271c218ac025bd7d635597048b366d6f31f420aaeb715239fc98 \
+    --hash=sha256:6a573a35693e03cf1d67799fd01b50ff578515a8aeadd4595d2a7fa9f3ec002a \
+    --hash=sha256:6c0e5a65158a7946e7a7affa6418878ef97ab66636f13353b8502d7ea03c8097 \
+    --hash=sha256:6dffecc361d079bb48d7caef5d673c88c8988d3d33fb74ab95b7ee6da42652ea \
+    --hash=sha256:7030defa83eef3e51ff26f0b7bfb229f0204b66fe18e04359ce3474ac33cbc09 \
+    --hash=sha256:7149623bba7fdf7e7f24312953bcf73cae103db8cae49f8154dd1eadc8a29ecb \
+    --hash=sha256:72d35d7aa0bba323965da807a462b0966c91608ef3a48ba761678cb20ce5d8b7 \
+    --hash=sha256:75ffc32a569fb049499e63ce68c743155477610532da1eb38e7f24bf7cd29e74 \
+    --hash=sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b \
+    --hash=sha256:78228d8a6a1c177a96b94f7e2e8d012c55f9c760761980da16ae7546a15a8e9b \
+    --hash=sha256:7b3c3a3ab9daa3eed242d6ecceead93aebbb8f5f84318d82cee643e019c4b73b \
+    --hash=sha256:809c5bcb2c67cd0ed81e9229d227d4ca28f82d0f778fc5fea624a9def3963f91 \
+    --hash=sha256:81dad8d145d8fd981b2962b686b2241d3a1ea07733e76a2f15435dfb7fb60150 \
+    --hash=sha256:85304a43f4d513f5464ceb938aa02c1e78c2943b29f44a750b48b25ac999a049 \
+    --hash=sha256:89c4b48479a43f820b749df49cd7ba2dbc2b1b78560ecb5ab52985574fd40b27 \
+    --hash=sha256:8e735494da3db08694d26480f1493ad2cf86e99bdd53e8e9771b2752a5c0246a \
+    --hash=sha256:913cbd31a400febff93b564a23e17c3ed2d56c064006f54efec210d586171c00 \
+    --hash=sha256:9174f4ed06f790a6869b41cba05b43eeb9a35f8993c4422ab853b705e8112bbd \
+    --hash=sha256:9300d02ea7c6506f00e627e287e0492a5eb0371ec1670ae852fefffa6164b072 \
+    --hash=sha256:933b65d7680ea337180733cf9e87293cc5500cc0eb3fc8769f4d3c88d724ec5c \
+    --hash=sha256:9654dbc012d8b06fc3d19cc825af3f7bf8ae242226df5f83936cb39f5fdc846c \
+    --hash=sha256:98750a309eb2f020da61e727de7d7ba3c57c97cf6213f6f6277bb7fb42a8e065 \
+    --hash=sha256:99c0c846e6e61718715a3c9437ccc625de26593fea60189567f0118dc9db7512 \
+    --hash=sha256:a1a4ae2dec3993a32247995bdfe367fc3266da832d82f8438c8570f989753de1 \
+    --hash=sha256:a3f79487c687b1fc69f19e487cd949bf3aae653d181dfb5fde3bf6d18894706f \
+    --hash=sha256:a4089a10e598eae6393756b036e0f419e8c1d60f44a831520f9af41c14216cf2 \
+    --hash=sha256:a51ff14f8017338e2f2e5dab738ce1ec3b5a851f23b18c1ae1359b1eecbee6df \
+    --hash=sha256:a5a419712cf88862a45a23def0ae063686db3d324cec7edbe40509d1a79a0aab \
+    --hash=sha256:a9ec8c642d1ec73287ae3e726792dd86c96f5681eb8df274a757bf62b750eae7 \
+    --hash=sha256:aaf21ba8fb76d102b696781bddaa0954b782536446083ae3fdaa6f16b25a1c4b \
+    --hash=sha256:ab85470ab54c2cb96e176f40342d9ed41e58ca5733be6a893b730e7af9c40550 \
+    --hash=sha256:b9af1fe743828123e12b41dd8091eca1074d0c1569cc42e6e1eee98027f2bbd0 \
+    --hash=sha256:bfc4e20784722098822e3eee42b8e576b379ed72cca4a7cb856ae733e62192ea \
+    --hash=sha256:bfd06b1c5584b657a2892a6014c2f4c20e0db0208c159148fa78c65f7e0b0277 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2 \
+    --hash=sha256:c2ba942c94e0691467ab901fc51b6f2085ff48f2eea77b1a48240f011e8247c7 \
+    --hash=sha256:c8e167d5adf59476fa3e37bee730890e389410c354771a62e3c076c86f9f7778 \
+    --hash=sha256:ca54090275939dc8ec5dea2d2afb400e0f83444b2fc24e07df7fdef677110859 \
+    --hash=sha256:d7541afd73985c630bafcd6338d2518ae96060075f9463d7dc14cfb33514383d \
+    --hash=sha256:d8c56bb4e6c795fc77d74d8e8b80846e1fb8292fc0b5060cd8131d522974b751 \
+    --hash=sha256:da469dc041701583e34de852d8634703550348d5822e66a0c827d39b05365b12 \
+    --hash=sha256:daab68faadb847063d0c56f361a289c4f268706b598afbf9ad113cbe5c38b6b2 \
+    --hash=sha256:e05ab82ea7753354bb054b92e2f288afb750e6b439ff6ca78af52939ebbc476d \
+    --hash=sha256:e09bb6252b6476d8d56100e8147b803befa9a12cea144bbe629dd508800d1ad0 \
+    --hash=sha256:e29f0cf06974c899b2c188ef7f783607dbef36da4c242eb6c82dcd8b512855e3 \
+    --hash=sha256:e59fdc271772f6686e01e1b3b74537259800f57e24280be3f29c8a0deb1904dd \
+    --hash=sha256:e7360eae90809efd19b886e59a09dad07da4ca9ba096752e61a2e03c8aca188e \
+    --hash=sha256:e96594a5537722fdfb79951672a2a63aec5ebfb823e7560586f7484819f2a08f \
+    --hash=sha256:ea9d54cc3d8064260114a0bbf3479fc4a98b21dffc89b3459edd506b69262f6e \
+    --hash=sha256:ec996f12524f88e151c339688c3897194821d7f03081ab35d31d1e12ec975e94 \
+    --hash=sha256:f27662e4f7dbf9f9c12391cb37b4c4c3cb90ffbd3b1fb9284dadbbb8935fa708 \
+    --hash=sha256:f373da2c1757bb7f1acaf09369cdc1d51d84131e50d5fa9863982fd626466313 \
+    --hash=sha256:f5aeea11ded7320a84dcdd62a3d95b5186834224a9e55b92ccae35d21a8b63d4 \
+    --hash=sha256:f604efd28f239cc21b3adb53eb061e2a205dc164be408e553b41ba2ffe0ca15c \
+    --hash=sha256:f67e8f1a324a900e75b5e28ffb152bcac9fbed1cc7b43f99cd90f395c4375344 \
+    --hash=sha256:fd7a5004eb1980d3cefe26b2685bcb0b17989901a70a1040d1ac86f1d898c551 \
+    --hash=sha256:ffef5a74088f1e09947aecf91011136665152e0b4b359c42be3373897fb39b01
     # via sedpack (pyproject.toml)
 
-# The following packages are considered to be unsafe in a requirements file:
-setuptools==80.9.0 \
-    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922 \
-    --hash=sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c
-    # via
-    #   tensorboard
-    #   tensorflow
+# WARNING: The following packages were not pinned, but pip requires them to be
+# pinned when the requirements file includes hashes and the requirement is not
+# satisfied by a package already installed. Consider using the --allow-unsafe flag.
+# setuptools
diff --git a/src/sedpack/io/dataset_filler.py b/src/sedpack/io/dataset_filler.py
index 1dd12a06..f8e59b15 100644
--- a/src/sedpack/io/dataset_filler.py
+++ b/src/sedpack/io/dataset_filler.py
@@ -21,6 +21,8 @@
 from types import TracebackType
 from typing import Any, Type, TYPE_CHECKING
 
+import tenacity
+
 from sedpack.io.file_info import PathGenerator, FileInfo
 from sedpack.io.shard_file_metadata import ShardInfo, ShardsList, ShardListInfo
 from sedpack.io.shard import Shard
@@ -32,6 +34,11 @@
     from sedpack.io.dataset_writing import DatasetWriting
 
 
+@tenacity.retry(
+    wait=wait_random(min=60, max=5 * 60),  # 1 to 5 minutes
+    stop=tenacity.stop_after_attempt(10),
+    reraise=True,
+)
 def _close_shard(shard: Shard) -> ShardInfo:
     """Helper function to close a shard. This can be pickled and thus sent to
     another process.

From 005feff10897ab41a5e8566217592267ae38e86e Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Mon, 22 Sep 2025 16:38:06 +0000
Subject: [PATCH 4/8] [squash] require less?

---
 requirements.txt | 1521 +++++++++++++++++++++-------------------------
 1 file changed, 690 insertions(+), 831 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index edf8ef4c..2725988f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,9 +4,9 @@
 #
 #    pip-compile --generate-hashes pyproject.toml
 #
-absl-py==2.3.1 \
-    --hash=sha256:a97820526f7fbfd2ec1bce83f3f25e3a14840dac0d8e02a0b71cd75db3f77fc9 \
-    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3 \
+    --hash=sha256:d96fda5c884f1b22178852f30ffa85766d50b99e00775ea626c23304f582fc4f
     # via
     #   keras
     #   tensorboard
@@ -27,90 +27,103 @@ asyncstdlib==3.13.1 \
     --hash=sha256:a64da68176af1da8c699026cad98f70b184f82b4cb39739e0b9701a2a7541cf9 \
     --hash=sha256:f47564b9a3566f8f9172631d88c75fe074b0ce2127963b7265d310df9aeed03a
     # via sedpack (pyproject.toml)
-certifi==2025.8.3 \
-    --hash=sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407 \
-    --hash=sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5
+certifi==2025.4.26 \
+    --hash=sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6 \
+    --hash=sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3
     # via requests
-charset-normalizer==3.4.3 \
-    --hash=sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91 \
-    --hash=sha256:02425242e96bcf29a49711b0ca9f37e451da7c70562bc10e8ed992a5a7a25cc0 \
-    --hash=sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154 \
-    --hash=sha256:07a0eae9e2787b586e129fdcbe1af6997f8d0e5abaa0bc98c0e20e124d67e601 \
-    --hash=sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884 \
-    --hash=sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07 \
-    --hash=sha256:0f2be7e0cf7754b9a30eb01f4295cc3d4358a479843b31f328afd210e2c7598c \
-    --hash=sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64 \
-    --hash=sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe \
-    --hash=sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f \
-    --hash=sha256:16a8770207946ac75703458e2c743631c79c59c5890c80011d536248f8eaa432 \
-    --hash=sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc \
-    --hash=sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa \
-    --hash=sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9 \
-    --hash=sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae \
-    --hash=sha256:1ef99f0456d3d46a50945c98de1774da86f8e992ab5c77865ea8b8195341fc19 \
-    --hash=sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d \
-    --hash=sha256:23b6b24d74478dc833444cbd927c338349d6ae852ba53a0d02a2de1fce45b96e \
-    --hash=sha256:252098c8c7a873e17dd696ed98bbe91dbacd571da4b87df3736768efa7a792e4 \
-    --hash=sha256:257f26fed7d7ff59921b78244f3cd93ed2af1800ff048c33f624c87475819dd7 \
-    --hash=sha256:2c322db9c8c89009a990ef07c3bcc9f011a3269bc06782f916cd3d9eed7c9312 \
-    --hash=sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92 \
-    --hash=sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31 \
-    --hash=sha256:31a9a6f775f9bcd865d88ee350f0ffb0e25936a7f930ca98995c05abf1faf21c \
-    --hash=sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f \
-    --hash=sha256:34a7f768e3f985abdb42841e20e17b330ad3aaf4bb7e7aeeb73db2e70f077b99 \
-    --hash=sha256:3653fad4fe3ed447a596ae8638b437f827234f01a8cd801842e43f3d0a6b281b \
-    --hash=sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15 \
-    --hash=sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392 \
-    --hash=sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f \
-    --hash=sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8 \
-    --hash=sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491 \
-    --hash=sha256:4ca4c094de7771a98d7fbd67d9e5dbf1eb73efa4f744a730437d8a3a5cf994f0 \
-    --hash=sha256:511729f456829ef86ac41ca78c63a5cb55240ed23b4b737faca0eb1abb1c41bc \
-    --hash=sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0 \
-    --hash=sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f \
-    --hash=sha256:5b413b0b1bfd94dbf4023ad6945889f374cd24e3f62de58d6bb102c4d9ae534a \
-    --hash=sha256:5d8d01eac18c423815ed4f4a2ec3b439d654e55ee4ad610e153cf02faf67ea40 \
-    --hash=sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927 \
-    --hash=sha256:6cf8fd4c04756b6b60146d98cd8a77d0cdae0e1ca20329da2ac85eed779b6849 \
-    --hash=sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce \
-    --hash=sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14 \
-    --hash=sha256:70bfc5f2c318afece2f5838ea5e4c3febada0be750fcf4775641052bbba14d05 \
-    --hash=sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c \
-    --hash=sha256:74d77e25adda8581ffc1c720f1c81ca082921329452eba58b16233ab1842141c \
-    --hash=sha256:78deba4d8f9590fe4dae384aeff04082510a709957e968753ff3c48399f6f92a \
-    --hash=sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc \
-    --hash=sha256:88ab34806dea0671532d3f82d82b85e8fc23d7b2dd12fa837978dad9bb392a34 \
-    --hash=sha256:8999f965f922ae054125286faf9f11bc6932184b93011d138925a1773830bbe9 \
-    --hash=sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096 \
-    --hash=sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14 \
-    --hash=sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30 \
-    --hash=sha256:a2d08ac246bb48479170408d6c19f6385fa743e7157d716e144cad849b2dd94b \
-    --hash=sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b \
-    --hash=sha256:b5e3b2d152e74e100a9e9573837aba24aab611d39428ded46f4e4022ea7d1942 \
-    --hash=sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db \
-    --hash=sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5 \
-    --hash=sha256:c60e092517a73c632ec38e290eba714e9627abe9d301c8c8a12ec32c314a2a4b \
-    --hash=sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce \
-    --hash=sha256:c6e490913a46fa054e03699c70019ab869e990270597018cef1d8562132c2669 \
-    --hash=sha256:c6f162aabe9a91a309510d74eeb6507fab5fff92337a15acbe77753d88d9dcf0 \
-    --hash=sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018 \
-    --hash=sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93 \
-    --hash=sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe \
-    --hash=sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049 \
-    --hash=sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a \
-    --hash=sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef \
-    --hash=sha256:d0e909868420b7049dafd3a31d45125b31143eec59235311fc4c57ea26a4acd2 \
-    --hash=sha256:d22dbedd33326a4a5190dd4fe9e9e693ef12160c77382d9e87919bce54f3d4ca \
-    --hash=sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16 \
-    --hash=sha256:d79c198e27580c8e958906f803e63cddb77653731be08851c7df0b1a14a8fc0f \
-    --hash=sha256:d95bfb53c211b57198bb91c46dd5a2d8018b3af446583aab40074bf7988401cb \
-    --hash=sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1 \
-    --hash=sha256:ec557499516fc90fd374bf2e32349a2887a876fbf162c160e3c01b6849eaf557 \
-    --hash=sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37 \
-    --hash=sha256:fb731e5deb0c7ef82d698b0f4c5bb724633ee2a489401594c5c88b02e6cb15f7 \
-    --hash=sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72 \
-    --hash=sha256:fd10de089bcdcd1be95a2f73dbe6254798ec1bda9f450d5828c96f93e2536b9c \
-    --hash=sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9
+charset-normalizer==3.4.1 \
+    --hash=sha256:0167ddc8ab6508fe81860a57dd472b2ef4060e8d378f0cc555707126830f2537 \
+    --hash=sha256:01732659ba9b5b873fc117534143e4feefecf3b2078b0a6a2e925271bb6f4cfa \
+    --hash=sha256:01ad647cdd609225c5350561d084b42ddf732f4eeefe6e678765636791e78b9a \
+    --hash=sha256:04432ad9479fa40ec0f387795ddad4437a2b50417c69fa275e212933519ff294 \
+    --hash=sha256:0907f11d019260cdc3f94fbdb23ff9125f6b5d1039b76003b5b0ac9d6a6c9d5b \
+    --hash=sha256:0924e81d3d5e70f8126529951dac65c1010cdf117bb75eb02dd12339b57749dd \
+    --hash=sha256:09b26ae6b1abf0d27570633b2b078a2a20419c99d66fb2823173d73f188ce601 \
+    --hash=sha256:09b5e6733cbd160dcc09589227187e242a30a49ca5cefa5a7edd3f9d19ed53fd \
+    --hash=sha256:0af291f4fe114be0280cdd29d533696a77b5b49cfde5467176ecab32353395c4 \
+    --hash=sha256:0f55e69f030f7163dffe9fd0752b32f070566451afe180f99dbeeb81f511ad8d \
+    --hash=sha256:1a2bc9f351a75ef49d664206d51f8e5ede9da246602dc2d2726837620ea034b2 \
+    --hash=sha256:22e14b5d70560b8dd51ec22863f370d1e595ac3d024cb8ad7d308b4cd95f8313 \
+    --hash=sha256:234ac59ea147c59ee4da87a0c0f098e9c8d169f4dc2a159ef720f1a61bbe27cd \
+    --hash=sha256:2369eea1ee4a7610a860d88f268eb39b95cb588acd7235e02fd5a5601773d4fa \
+    --hash=sha256:237bdbe6159cff53b4f24f397d43c6336c6b0b42affbe857970cefbb620911c8 \
+    --hash=sha256:28bf57629c75e810b6ae989f03c0828d64d6b26a5e205535585f96093e405ed1 \
+    --hash=sha256:2967f74ad52c3b98de4c3b32e1a44e32975e008a9cd2a8cc8966d6a5218c5cb2 \
+    --hash=sha256:2a75d49014d118e4198bcee5ee0a6f25856b29b12dbf7cd012791f8a6cc5c496 \
+    --hash=sha256:2bdfe3ac2e1bbe5b59a1a63721eb3b95fc9b6817ae4a46debbb4e11f6232428d \
+    --hash=sha256:2d074908e1aecee37a7635990b2c6d504cd4766c7bc9fc86d63f9c09af3fa11b \
+    --hash=sha256:2fb9bd477fdea8684f78791a6de97a953c51831ee2981f8e4f583ff3b9d9687e \
+    --hash=sha256:311f30128d7d333eebd7896965bfcfbd0065f1716ec92bd5638d7748eb6f936a \
+    --hash=sha256:329ce159e82018d646c7ac45b01a430369d526569ec08516081727a20e9e4af4 \
+    --hash=sha256:345b0426edd4e18138d6528aed636de7a9ed169b4aaf9d61a8c19e39d26838ca \
+    --hash=sha256:363e2f92b0f0174b2f8238240a1a30142e3db7b957a5dd5689b0e75fb717cc78 \
+    --hash=sha256:3a3bd0dcd373514dcec91c411ddb9632c0d7d92aed7093b8c3bbb6d69ca74408 \
+    --hash=sha256:3bed14e9c89dcb10e8f3a29f9ccac4955aebe93c71ae803af79265c9ca5644c5 \
+    --hash=sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3 \
+    --hash=sha256:44ecbf16649486d4aebafeaa7ec4c9fed8b88101f4dd612dcaf65d5e815f837f \
+    --hash=sha256:4532bff1b8421fd0a320463030c7520f56a79c9024a4e88f01c537316019005a \
+    --hash=sha256:49402233c892a461407c512a19435d1ce275543138294f7ef013f0b63d5d3765 \
+    --hash=sha256:4c0907b1928a36d5a998d72d64d8eaa7244989f7aaaf947500d3a800c83a3fd6 \
+    --hash=sha256:4d86f7aff21ee58f26dcf5ae81a9addbd914115cdebcbb2217e4f0ed8982e146 \
+    --hash=sha256:5777ee0881f9499ed0f71cc82cf873d9a0ca8af166dfa0af8ec4e675b7df48e6 \
+    --hash=sha256:5df196eb874dae23dcfb968c83d4f8fdccb333330fe1fc278ac5ceeb101003a9 \
+    --hash=sha256:619a609aa74ae43d90ed2e89bdd784765de0a25ca761b93e196d938b8fd1dbbd \
+    --hash=sha256:6e27f48bcd0957c6d4cb9d6fa6b61d192d0b13d5ef563e5f2ae35feafc0d179c \
+    --hash=sha256:6ff8a4a60c227ad87030d76e99cd1698345d4491638dfa6673027c48b3cd395f \
+    --hash=sha256:73d94b58ec7fecbc7366247d3b0b10a21681004153238750bb67bd9012414545 \
+    --hash=sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176 \
+    --hash=sha256:75832c08354f595c760a804588b9357d34ec00ba1c940c15e31e96d902093770 \
+    --hash=sha256:7709f51f5f7c853f0fb938bcd3bc59cdfdc5203635ffd18bf354f6967ea0f824 \
+    --hash=sha256:78baa6d91634dfb69ec52a463534bc0df05dbd546209b79a3880a34487f4b84f \
+    --hash=sha256:7974a0b5ecd505609e3b19742b60cee7aa2aa2fb3151bc917e6e2646d7667dcf \
+    --hash=sha256:7a4f97a081603d2050bfaffdefa5b02a9ec823f8348a572e39032caa8404a487 \
+    --hash=sha256:7b1bef6280950ee6c177b326508f86cad7ad4dff12454483b51d8b7d673a2c5d \
+    --hash=sha256:7d053096f67cd1241601111b698f5cad775f97ab25d81567d3f59219b5f1adbd \
+    --hash=sha256:804a4d582ba6e5b747c625bf1255e6b1507465494a40a2130978bda7b932c90b \
+    --hash=sha256:807f52c1f798eef6cf26beb819eeb8819b1622ddfeef9d0977a8502d4db6d534 \
+    --hash=sha256:80ed5e856eb7f30115aaf94e4a08114ccc8813e6ed1b5efa74f9f82e8509858f \
+    --hash=sha256:8417cb1f36cc0bc7eaba8ccb0e04d55f0ee52df06df3ad55259b9a323555fc8b \
+    --hash=sha256:8436c508b408b82d87dc5f62496973a1805cd46727c34440b0d29d8a2f50a6c9 \
+    --hash=sha256:89149166622f4db9b4b6a449256291dc87a99ee53151c74cbd82a53c8c2f6ccd \
+    --hash=sha256:8bfa33f4f2672964266e940dd22a195989ba31669bd84629f05fab3ef4e2d125 \
+    --hash=sha256:8c60ca7339acd497a55b0ea5d506b2a2612afb2826560416f6894e8b5770d4a9 \
+    --hash=sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de \
+    --hash=sha256:955f8851919303c92343d2f66165294848d57e9bba6cf6e3625485a70a038d11 \
+    --hash=sha256:97f68b8d6831127e4787ad15e6757232e14e12060bec17091b85eb1486b91d8d \
+    --hash=sha256:9b23ca7ef998bc739bf6ffc077c2116917eabcc901f88da1b9856b210ef63f35 \
+    --hash=sha256:9f0b8b1c6d84c8034a44893aba5e767bf9c7a211e313a9605d9c617d7083829f \
+    --hash=sha256:aabfa34badd18f1da5ec1bc2715cadc8dca465868a4e73a0173466b688f29dda \
+    --hash=sha256:ab36c8eb7e454e34e60eb55ca5d241a5d18b2c6244f6827a30e451c42410b5f7 \
+    --hash=sha256:b010a7a4fd316c3c484d482922d13044979e78d1861f0e0650423144c616a46a \
+    --hash=sha256:b1ac5992a838106edb89654e0aebfc24f5848ae2547d22c2c3f66454daa11971 \
+    --hash=sha256:b7b2d86dd06bfc2ade3312a83a5c364c7ec2e3498f8734282c6c3d4b07b346b8 \
+    --hash=sha256:b97e690a2118911e39b4042088092771b4ae3fc3aa86518f84b8cf6888dbdb41 \
+    --hash=sha256:bc2722592d8998c870fa4e290c2eec2c1569b87fe58618e67d38b4665dfa680d \
+    --hash=sha256:c0429126cf75e16c4f0ad00ee0eae4242dc652290f940152ca8c75c3a4b6ee8f \
+    --hash=sha256:c30197aa96e8eed02200a83fba2657b4c3acd0f0aa4bdc9f6c1af8e8962e0757 \
+    --hash=sha256:c4c3e6da02df6fa1410a7680bd3f63d4f710232d3139089536310d027950696a \
+    --hash=sha256:c75cb2a3e389853835e84a2d8fb2b81a10645b503eca9bcb98df6b5a43eb8886 \
+    --hash=sha256:c96836c97b1238e9c9e3fe90844c947d5afbf4f4c92762679acfe19927d81d77 \
+    --hash=sha256:d7f50a1f8c450f3925cb367d011448c39239bb3eb4117c36a6d354794de4ce76 \
+    --hash=sha256:d973f03c0cb71c5ed99037b870f2be986c3c05e63622c017ea9816881d2dd247 \
+    --hash=sha256:d98b1668f06378c6dbefec3b92299716b931cd4e6061f3c875a71ced1780ab85 \
+    --hash=sha256:d9c3cdf5390dcd29aa8056d13e8e99526cda0305acc038b96b30352aff5ff2bb \
+    --hash=sha256:dad3e487649f498dd991eeb901125411559b22e8d7ab25d3aeb1af367df5efd7 \
+    --hash=sha256:dccbe65bd2f7f7ec22c4ff99ed56faa1e9f785482b9bbd7c717e26fd723a1d1e \
+    --hash=sha256:dd78cfcda14a1ef52584dbb008f7ac81c1328c0f58184bf9a84c49c605002da6 \
+    --hash=sha256:e218488cd232553829be0664c2292d3af2eeeb94b32bea483cf79ac6a694e037 \
+    --hash=sha256:e358e64305fe12299a08e08978f51fc21fac060dcfcddd95453eabe5b93ed0e1 \
+    --hash=sha256:ea0d8d539afa5eb2728aa1932a988a9a7af94f18582ffae4bc10b3fbdad0626e \
+    --hash=sha256:eab677309cdb30d047996b36d34caeda1dc91149e4fdca0b1a039b3f79d9a807 \
+    --hash=sha256:eb8178fe3dba6450a3e024e95ac49ed3400e506fd4e9e5c32d30adda88cbd407 \
+    --hash=sha256:ecddf25bee22fe4fe3737a399d0d177d72bc22be6913acfab364b40bce1ba83c \
+    --hash=sha256:eea6ee1db730b3483adf394ea72f808b6e18cf3cb6454b4d86e04fa8c4327a12 \
+    --hash=sha256:f08ff5e948271dc7e18a35641d2f11a4cd8dfd5634f55228b691e62b37125eb3 \
+    --hash=sha256:f30bf9fd9be89ecb2360c7d94a711f00c09b976258846efe40db3d05828e8089 \
+    --hash=sha256:fa88b843d6e211393a37219e6a1c1df99d35e8fd90446f1118f4216e307e48cd \
+    --hash=sha256:fc54db6c8593ef7d4b2a331b58653356cf04f67c960f584edb7c3d8c97e8f39e \
+    --hash=sha256:fd4ec41f914fa74ad1b8304bbc634b3de73d2a0889bd32076342a573e0779e00 \
+    --hash=sha256:ffc9202a29ab3920fa812879e95a9e78b2465fd10be7fcbd042899695d75e616
     # via requests
 flatbuffers==25.2.10 \
     --hash=sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e \
@@ -127,58 +140,58 @@ google-pasta==0.2.0 \
     --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
     --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
     # via tensorflow
-grpcio==1.75.0 \
-    --hash=sha256:050760fd29c8508844a720f06c5827bb00de8f5e02f58587eb21a4444ad706e5 \
-    --hash=sha256:06d22e1d8645e37bc110f4c589cb22c283fd3de76523065f821d6e81de33f5d4 \
-    --hash=sha256:0aa795198b28807d28570c0a5f07bb04d5facca7d3f27affa6ae247bbd7f312a \
-    --hash=sha256:0b85f4ebe6b56d2a512201bb0e5f192c273850d349b0a74ac889ab5d38959d16 \
-    --hash=sha256:0c40f368541945bb664857ecd7400acb901053a1abbcf9f7896361b2cfa66798 \
-    --hash=sha256:0c91d5b16eff3cbbe76b7a1eaaf3d91e7a954501e9d4f915554f87c470475c3d \
-    --hash=sha256:0fcb77f2d718c1e58cc04ef6d3b51e0fa3b26cf926446e86c7eba105727b6cd4 \
-    --hash=sha256:153c5a7655022c3626ad70be3d4c2974cb0967f3670ee49ece8b45b7a139665f \
-    --hash=sha256:1bb78d052948d8272c820bb928753f16a614bb2c42fbf56ad56636991b427518 \
-    --hash=sha256:1ec2937fd92b5b4598cbe65f7e57d66039f82b9e2b7f7a5f9149374057dde77d \
-    --hash=sha256:1ec9cbaec18d9597c718b1ed452e61748ac0b36ba350d558f9ded1a94cc15ec7 \
-    --hash=sha256:222b0851e20c04900c63f60153503e918b08a5a0fad8198401c0b1be13c6815b \
-    --hash=sha256:266fa6209b68a537b2728bb2552f970e7e78c77fe43c6e9cbbe1f476e9e5c35f \
-    --hash=sha256:2e8e752ab5cc0a9c5b949808c000ca7586223be4f877b729f034b912364c3964 \
-    --hash=sha256:352dbdf25495eef584c8de809db280582093bc3961d95a9d78f0dfb7274023a2 \
-    --hash=sha256:36764a4ad9dc1eb891042fab51e8cdf7cc014ad82cee807c10796fb708455041 \
-    --hash=sha256:38d665f44b980acdbb2f0e1abf67605ba1899f4d2443908df9ec8a6f26d2ed88 \
-    --hash=sha256:3a6788b30aa8e6f207c417874effe3f79c2aa154e91e78e477c4825e8b431ce0 \
-    --hash=sha256:437eeb16091d31498585d73b133b825dc80a8db43311e332c08facf820d36894 \
-    --hash=sha256:494dcbade5606128cb9f530ce00331a90ecf5e7c5b243d373aebdb18e503c346 \
-    --hash=sha256:50a6e43a9adc6938e2a16c9d9f8a2da9dd557ddd9284b73b07bd03d0e098d1e9 \
-    --hash=sha256:53067c590ac3638ad0c04272f2a5e7e32a99fec8824c31b73bc3ef93160511fa \
-    --hash=sha256:55a2d5ae79cd0f68783fb6ec95509be23746e3c239290b2ee69c69a38daa961a \
-    --hash=sha256:55dfb9122973cc69520b23d39867726722cafb32e541435707dc10249a1bdbc6 \
-    --hash=sha256:585147859ff4603798e92605db28f4a97c821c69908e7754c44771c27b239bbd \
-    --hash=sha256:597340a41ad4b619aaa5c9b94f7e6ba4067885386342ab0af039eda945c255cd \
-    --hash=sha256:678b649171f229fb16bda1a2473e820330aa3002500c4f9fd3a74b786578e90f \
-    --hash=sha256:68c95b1c1e3bf96ceadf98226e9dfe2bc92155ce352fa0ee32a1603040e61856 \
-    --hash=sha256:6b365f37a9c9543a9e91c6b4103d68d38d5bcb9965b11d5092b3c157bd6a5ee7 \
-    --hash=sha256:725e67c010f63ef17fc052b261004942763c0b18dcd84841e6578ddacf1f9d10 \
-    --hash=sha256:78dcc025a144319b66df6d088bd0eda69e1719eb6ac6127884a36188f336df19 \
-    --hash=sha256:7a9337ac4ce61c388e02019d27fa837496c4b7837cbbcec71b05934337e51531 \
-    --hash=sha256:7ee5ee42bfae8238b66a275f9ebcf6f295724375f2fa6f3b52188008b6380faf \
-    --hash=sha256:7f89d6d0cd43170a80ebb4605cad54c7d462d21dc054f47688912e8bf08164af \
-    --hash=sha256:851194eec47755101962da423f575ea223c9dd7f487828fe5693920e8745227e \
-    --hash=sha256:9146e40378f551eed66c887332afc807fcce593c43c698e21266a4227d4e20d2 \
-    --hash=sha256:91fbfc43f605c5ee015c9056d580a70dd35df78a7bad97e05426795ceacdb59f \
-    --hash=sha256:9880c323595d851292785966cadb6c708100b34b163cab114e3933f5773cba2d \
-    --hash=sha256:9dc4a02796394dd04de0b9673cb79a78901b90bb16bf99ed8cb528c61ed9372e \
-    --hash=sha256:b989e8b09489478c2d19fecc744a298930f40d8b27c3638afbfe84d22f36ce4e \
-    --hash=sha256:bb58e38a50baed9b21492c4b3f3263462e4e37270b7ea152fc10124b4bd1c318 \
-    --hash=sha256:c2c39984e846bd5da45c5f7bcea8fafbe47c98e1ff2b6f40e57921b0c23a52d0 \
-    --hash=sha256:c8cfc780b7a15e06253aae5f228e1e84c0d3c4daa90faf5bc26b751174da4bf9 \
-    --hash=sha256:ca123db0813eef80625a4242a0c37563cb30a3edddebe5ee65373854cf187215 \
-    --hash=sha256:cb6c5b075c2d092f81138646a755f0dad94e4622300ebef089f94e6308155d82 \
-    --hash=sha256:dce15597ca11913b78e1203c042d5723e3ea7f59e7095a1abd0621be0e05b895 \
-    --hash=sha256:eafbe3563f9cb378370a3fa87ef4870539cf158124721f3abee9f11cd8162460 \
-    --hash=sha256:ee16e232e3d0974750ab5f4da0ab92b59d6473872690b5e40dcec9a22927f22e \
-    --hash=sha256:fa35ccd9501ffdd82b861809cbfc4b5b13f4b4c5dc3434d2d9170b9ed38a9054 \
-    --hash=sha256:fb64dd62face3d687a7b56cd881e2ea39417af80f75e8b36f0f81dfd93071651 \
-    --hash=sha256:ffc33e67cab6141c54e75d85acd5dec616c5095a957ff997b4330a6395aa9b51
+grpcio==1.72.1 \
+    --hash=sha256:00da930aa2711b955a538e835096aa365a4b7f2701bdc2ce1febb242a103f8a1 \
+    --hash=sha256:06c023d86398714d6257194c21f2bc0b58a53ce45cee87dd3c54c7932c590e17 \
+    --hash=sha256:06dbe54eeea5f9dfb3e7ca2ff66c715ff5fc96b07a1feb322122fe14cb42f6aa \
+    --hash=sha256:082003cb93618964c111c70d69b60ac0dc6566d4c254c9b2a775faa2965ba8f8 \
+    --hash=sha256:0db2766d0c482ee740abbe7d00a06cc4fb54f7e5a24d3cf27c3352be18a2b1e8 \
+    --hash=sha256:1a0d19947d4480af5f363f077f221e665931f479e2604280ac4eafe6daa71f77 \
+    --hash=sha256:212db80b1e8aa7792d51269bfb32164e2333a9bb273370ace3ed2a378505cb01 \
+    --hash=sha256:22ea2aa92a60dff231ba5fcd7f0220a33c2218e556009996f858eeafe294d1c2 \
+    --hash=sha256:237bb619ba33594006025e6f114f62e60d9563afd6f8e89633ee384868e26687 \
+    --hash=sha256:294be6e9c323a197434569a41e0fb5b5aa0962fd5d55a3dc890ec5df985f611a \
+    --hash=sha256:299f3ea4e03c1d0548f4a174b48d612412f92c667f2100e30a079ab76fdaa813 \
+    --hash=sha256:2ada1abe2ad122b42407b2bfd79d6706a4940d4797f44bd740f5c98ca1ecda9b \
+    --hash=sha256:3269cfca37570a420a57a785f2a5d4234c5b12aced55f8843dafced2d3f8c9a6 \
+    --hash=sha256:329cc6ff5b431df9614340d3825b066a1ff0a5809a01ba2e976ef48c65a0490b \
+    --hash=sha256:409ee0abf7e74bbf88941046142452cf3d1f3863d34e11e8fd2b07375170c730 \
+    --hash=sha256:41ec164dac8df2862f67457d9cdf8d8f8b6a4ca475a3ed1ba6547fff98d93717 \
+    --hash=sha256:4b657773480267fbb7ad733fa85abc103c52ab62e5bc97791faf82c53836eefc \
+    --hash=sha256:4ca56d955564db749c9c6d75e9c4c777854e22b2482d247fb6c5a02d5f28ea78 \
+    --hash=sha256:4e112c083f90c330b0eaa78a633fb206d49c20c443926e827f8cac9eb9d2ea32 \
+    --hash=sha256:524bad78d610fa1f9f316d47b3aab1ff89d438ba952ee34e3e335ca80a27ba96 \
+    --hash=sha256:65a5ef28e5852bd281c6d01a923906e8036736e95e370acab8626fcbec041e67 \
+    --hash=sha256:7497dbdf220b88b66004e2630fb2b1627df5e279db970d3cc20f70d39dce978d \
+    --hash=sha256:761736f75c6ddea3732d97eaabe70c616271f5f542a8be95515135fdd1a638f6 \
+    --hash=sha256:7622ef647dc911ed010a817d9be501df4ae83495b8e5cdd35b555bdcf3880a3e \
+    --hash=sha256:7a66cef4bc1db81a54108a849e95650da640c9bc1901957bf7d3b1eeb3251ee8 \
+    --hash=sha256:7db9e15ee7618fbea748176a67d347f3100fa92d36acccd0e7eeb741bc82f72a \
+    --hash=sha256:841db55dd29cf2f4121b853b2f89813a1b6175163fbb92c5945fb1b0ca259ef2 \
+    --hash=sha256:8660f736da75424949c14f7c8b1ac60a25b2f37cabdec95181834b405373e8a7 \
+    --hash=sha256:87f62c94a40947cec1a0f91f95f5ba0aa8f799f23a1d42ae5be667b6b27b959c \
+    --hash=sha256:8941b83addd503c1982090b4631804d0ff1edbbc6c85c9c20ed503b1dc65fef9 \
+    --hash=sha256:8d6e7764181ba4a8b74aa78c98a89c9f3441068ebcee5d6f14c44578214e0be3 \
+    --hash=sha256:95c2cde3ae8ae901317c049394ed8d3c6964de6b814ae65fc68636a7337b63aa \
+    --hash=sha256:9717617ba2ff65c058ef53b0d5e50f03e8350f0c5597f93bb5c980a31db990c8 \
+    --hash=sha256:9e5c594a6c779d674204fb9bdaa1e7b71666ff10b34a62e7769fc6868b5d7511 \
+    --hash=sha256:a08b483f17a6abca2578283a7ae3aa8d4d90347242b0de2898bdb27395c3f20b \
+    --hash=sha256:a7f1d8a442fd242aa432c8e1b8411c79ebc409dad2c637614d726e226ce9ed0c \
+    --hash=sha256:addc721a3708ff789da1bf69876018dc730c1ec9d3d3cb6912776a00c535a5bc \
+    --hash=sha256:b08a3ef14d2b01eef13882c6d3a2d8fb5fcd73db81bd1e3ab69d4ee75215433a \
+    --hash=sha256:ba593aa2cd52f4468ba29668c83f893d88c128198d6b1273ca788ef53e3ae5fe \
+    --hash=sha256:bb64722c3124c906a5b66e50a90fd36442642f653ba88a24f67d08e94bca59f3 \
+    --hash=sha256:c4bdb404d9c2187260b34e2b22783c204fba8a9023a166cf77376190d9cf5a08 \
+    --hash=sha256:c6f7e3275832adab7384193f78b8c1a98b82541562fa08d7244e8a6b4b5c78a4 \
+    --hash=sha256:ce2706ff37be7a6de68fbc4c3f8dde247cab48cc70fee5fedfbc9cd923b4ee5a \
+    --hash=sha256:d29b80290c5eda561a4c291d6d5b4315a2a5095ab37061118d6e0781858aca0a \
+    --hash=sha256:d324f4bdb990d852d79b38c59a12d24fcd47cf3b1a38f2e4d2b6d0b1031bc818 \
+    --hash=sha256:dd03c8847c47ef7ac5455aafdfb5e553ecf84f228282bd6106762b379f27c25c \
+    --hash=sha256:ea483e408fac55569c11158c3e6d6d6a8c3b0f798b68f1c10db9b22c5996e19b \
+    --hash=sha256:f2359bd4bba85bf94fd9ab8802671b9637a6803bb673d221157a11523a52e6a8 \
+    --hash=sha256:f8d8fa7cd2a7f1b4207e215dec8bc07f1202682d9a216ebe028185c15faece30 \
+    --hash=sha256:fc0435ad45d540597f78978e3fd5515b448193f51f9065fb67dda566336e0f5f \
+    --hash=sha256:fd7df49801b3b323e4a21047979e3834cd286b32ee5ceee46f5217826274721f
     # via
     #   tensorboard
     #   tensorflow
@@ -216,9 +229,9 @@ idna==3.10 \
     --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
     --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
-keras==3.11.3 \
-    --hash=sha256:efda616835c31b7d916d72303ef9adec1257320bc9fd4b2b0138840fc65fb5b7 \
-    --hash=sha256:f484f050e05ee400455b05ec8c36ed35edc34de94256b6073f56cfe68f65491f
+keras==3.11.0 \
+    --hash=sha256:28babe8dc69370a2b7c3bc385be6c1f22d702b00b3c47cae62559b6f80d6073a \
+    --hash=sha256:f5dfeaf4fcaea180e032f7c1e373f1868961e2940dcfcaaf9a5b711baf41bd60
     # via tensorflow
 libclang==18.1.1 \
     --hash=sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a \
@@ -232,56 +245,46 @@ libclang==18.1.1 \
     --hash=sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b \
     --hash=sha256:cf4a99b05376513717ab5d82a0db832c56ccea4fd61a69dbb7bccf2dfb207dbe
     # via tensorflow
-lz4==4.4.4 \
-    --hash=sha256:017f8d269a739405a59d68a4d63d23a8df23e3bb2c70aa069b7563af08dfdffb \
-    --hash=sha256:070fd0627ec4393011251a094e08ed9fdcc78cb4e7ab28f507638eee4e39abda \
-    --hash=sha256:18ae4fe3bafb344dbd09f976d45cbf49c05c34416f2462828f9572c1fa6d5af7 \
-    --hash=sha256:1ea7f07329f85a8eda4d8cf937b87f27f0ac392c6400f18bea2c667c8b7f8ecc \
-    --hash=sha256:23ae267494fdd80f0d2a131beff890cf857f1b812ee72dbb96c3204aab725553 \
-    --hash=sha256:2f4f2965c98ab254feddf6b5072854a6935adab7bc81412ec4fe238f07b85f62 \
-    --hash=sha256:30ebbc5b76b4f0018988825a7e9ce153be4f0d4eba34e6c1f2fcded120573e88 \
-    --hash=sha256:33e01e18e4561b0381b2c33d58e77ceee850a5067f0ece945064cbaac2176962 \
-    --hash=sha256:38730927ad51beb42ab8dbc5555270bfbe86167ba734265f88bbd799fced1004 \
-    --hash=sha256:4134b9fd70ac41954c080b772816bb1afe0c8354ee993015a83430031d686a4c \
-    --hash=sha256:45e7c954546de4f85d895aa735989d77f87dd649f503ce1c8a71a151b092ed36 \
-    --hash=sha256:4ab1537bd3b3bfbafd3c8847e06827129794488304f21945fc2f5b669649d94f \
-    --hash=sha256:57fd20c5fc1a49d1bbd170836fccf9a338847e73664f8e313dce6ac91b8c1e02 \
-    --hash=sha256:585b42eb37ab16a278c3a917ec23b2beef175aa669f4120142b97aebf90ef775 \
-    --hash=sha256:6b56aa9eef830bf6443acd8c4e18b208a8993dc32e0d6ef4263ecfa6afb3f599 \
-    --hash=sha256:6ea715bb3357ea1665f77874cf8f55385ff112553db06f3742d3cdcec08633f7 \
-    --hash=sha256:714f9298c86f8e7278f1c6af23e509044782fa8220eb0260f8f8f1632f820550 \
-    --hash=sha256:80dd27d7d680ea02c261c226acf1d41de2fd77af4fb2da62b278a9376e380de0 \
-    --hash=sha256:8ccab8f7f7b82f9fa9fc3b0ba584d353bd5aa818d5821d77d5b9447faad2aaad \
-    --hash=sha256:900912e8a7cf74b4a2bea18a3594ae0bf1138f99919c20017167b6e05f760aa4 \
-    --hash=sha256:9b7d6dddfd01b49aedb940fdcaf32f41dc58c926ba35f4e31866aeec2f32f4f4 \
-    --hash=sha256:a355223a284f42a723c120ce68827de66d5cb872a38732b3d5abbf544fa2fe26 \
-    --hash=sha256:a760a175b46325b2bb33b1f2bbfb8aa21b48e1b9653e29c10b6834f9bb44ead4 \
-    --hash=sha256:a8474c91de47733856c6686df3c4aca33753741da7e757979369c2c0d32918ba \
-    --hash=sha256:b28228197775b7b5096898851d59ef43ccaf151136f81d9c436bc9ba560bc2ba \
-    --hash=sha256:bd1add57b6fe1f96bed2d529de085e9378a3ac04b86f116d10506f85b68e97fc \
-    --hash=sha256:d0be9f68240231e1e44118a4ebfecd8a5d4184f0bdf5c591c98dd6ade9720afd \
-    --hash=sha256:d21d1a2892a2dcc193163dd13eaadabb2c1b803807a5117d8f8588b22eaf9f12 \
-    --hash=sha256:d33a5105cd96ebd32c3e78d7ece6123a9d2fb7c18b84dec61f27837d9e0c496c \
-    --hash=sha256:dac522788296a9a02a39f620970dea86c38e141e21e51238f1b5e9fa629f8e69 \
-    --hash=sha256:dc64d6dfa7a89397529b22638939e70d85eaedc1bd68e30a29c78bfb65d4f715 \
-    --hash=sha256:ddfc7194cd206496c445e9e5b0c47f970ce982c725c87bd22de028884125b68f \
-    --hash=sha256:e3fc90f766401684740978cd781d73b9685bd81b5dbf7257542ef9de4612e4d2 \
-    --hash=sha256:e43e9d48b2daf80e486213128b0763deed35bbb7a59b66d1681e205e1702d735 \
-    --hash=sha256:e9cb387c33f014dae4db8cb4ba789c8d2a0a6d045ddff6be13f6c8d9def1d2a6 \
-    --hash=sha256:e9ec5d45ea43684f87c316542af061ef5febc6a6b322928f059ce1fb289c298a \
-    --hash=sha256:ed6eb9f8deaf25ee4f6fad9625d0955183fdc90c52b6f79a76b7f209af1b6e54 \
-    --hash=sha256:f170abb8416c4efca48e76cac2c86c3185efdf841aecbe5c190121c42828ced0 \
-    --hash=sha256:f4c21648d81e0dda38b4720dccc9006ae33b0e9e7ffe88af6bf7d4ec124e2fba \
-    --hash=sha256:f5024d3ca2383470f7c4ef4d0ed8eabad0b22b23eeefde1c192cf1a38d5e9f78 \
-    --hash=sha256:fff9f3a1ed63d45cb6514bfb8293005dc4141341ce3500abdfeb76124c0b9b2e
+lz4==4.4.3 \
+    --hash=sha256:0aea6f283abd6acb1883b70d7a117b913e20c770845559f9421394bc9c522b24 \
+    --hash=sha256:174b7ce5456671c73b81bb115defac8a584363d8b38a48ed3ad976e08eea27cd \
+    --hash=sha256:1ebf23ffd36b32b980f720a81990fcfdeadacafe7498fbeff7a8e058259d4e58 \
+    --hash=sha256:1f25e1b571a8be2c3d60d46679ef2471ae565f7ba9ba8382596695413523b188 \
+    --hash=sha256:20e385cb8bd8321593788f11101d8c89a823a56191978e427e3c5141e129f14b \
+    --hash=sha256:2ae50a175fb7b900f7aa42575f4fe99c32ca0ff57e5a8c1fd25e1243e67409db \
+    --hash=sha256:2b45914f25d916324531d0259072b402c5f99b67c6e9ac8cbc3d49935aeb1d97 \
+    --hash=sha256:38df5929ffefa9dda120ba1790a2e94fda81916c5aaa1ee652f4b1e515ebb9ed \
+    --hash=sha256:3f21e503c18157512d2e34ae4c301e44a826c7b87e1d8998981367e3c9fe0932 \
+    --hash=sha256:43461e439ef71d49bb0ee3a1719494cd952a58d205496698e0cde866f22006bc \
+    --hash=sha256:434a1d1547a0547164866f1ccc31bbda235ac5b9087f24a84956756b52371f40 \
+    --hash=sha256:447993c4dda0b6b0e1bd862752c855df8745f2910bea5015344f83ff3e99f305 \
+    --hash=sha256:5c9e32989df06c57f10aa09ad9b30e8a25baf1aefe850e13b0ea5de600477d6a \
+    --hash=sha256:61e08d84e3bf8ca9f43dc6b33f8cd7ba19f49864e2c91eb2160f83b6f9a268fa \
+    --hash=sha256:699d26ac579eb42c71d131f9fb7b6e1c495a14e257264206a3c3bfcc146ed9bb \
+    --hash=sha256:71ebdaadf546d6d393b9a21796172723724b737e84f68f36caf367d1c87a86a1 \
+    --hash=sha256:7f5c05bd4b0909b682608c453acc31f1a9170d55f56d27cd701213e0683fc66a \
+    --hash=sha256:848c5b040d2cfe35097b1d65d1095d83a3f86374ce879e189533f61405d8763b \
+    --hash=sha256:8fe3caea61427057a9e3697c69b2403510fdccfca4483520d02b98ffae74531e \
+    --hash=sha256:91ed5b71f9179bf3dbfe85d92b52d4b53de2e559aa4daa3b7de18e0dd24ad77d \
+    --hash=sha256:a46f48740584eab3194fbee91c61f7fa396dbb1c5e7aa76ca08165d4e63fb40f \
+    --hash=sha256:ab26b4af13308b8296688b03d74c3b0c8e8ed1f6b2d1454ef97bdb589db409db \
+    --hash=sha256:b1b98f0a4137d01b84c680813eef6198e1e00f1f28bc20ce7b5c436459a0d146 \
+    --hash=sha256:b1d179bdefd9ddb8d11d7de7825e73fb957511b722a8cb484e417885c210e68c \
+    --hash=sha256:c3d2d5df5476b065aae9d1ad551fdc7b17c151b84e8edd9212108946b2337c66 \
+    --hash=sha256:c4be1e5d9c8ad61345730c41c9ef21bdbb022cced4df70431110888d3ad5c0fb \
+    --hash=sha256:da091dd8c96dbda124d766231f38619afd5c544051fb4424d2566c905957d342 \
+    --hash=sha256:de86400c8b60c7707665e63934a82ae6792e7102c17a72e9b361a7f40d3c6049 \
+    --hash=sha256:e365850166729fa82be618f476966161d5c47ea081eafc4febfc542bc85bac5d \
+    --hash=sha256:e86c7fbe46f6e2e9dfb5377ee690fb8987e8e8363f435886ab91012b88f08a26 \
+    --hash=sha256:fe6080299a25fd7cbb1957c921cca6a884acbfcd44cc23de48079389d322e326
     # via sedpack (pyproject.toml)
-markdown==3.9 \
-    --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280 \
-    --hash=sha256:d2900fe1782bd33bdbbd56859defef70c2e78fc46668f8eb9df3128138f2cb6a
+markdown==3.8 \
+    --hash=sha256:794a929b79c5af141ef5ab0f2f642d0f7b1872981250230e72682346f7cc90dc \
+    --hash=sha256:7df81e63f0df5c4b24b7d156eb81e4690595239b7d70937d0409f1b0de319c6f
     # via tensorboard
-markdown-it-py==4.0.0 \
-    --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \
-    --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3
+markdown-it-py==3.0.0 \
+    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
+    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
     # via rich
 markupsafe==3.0.2 \
     --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
@@ -350,42 +353,31 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-ml-dtypes==0.5.3 \
-    --hash=sha256:01de48de4537dc3c46e684b969a40ec36594e7eeb7c69e9a093e7239f030a28a \
-    --hash=sha256:0a1d68a7cb53e3f640b2b6a34d12c0542da3dd935e560fdf463c0c77f339fc20 \
-    --hash=sha256:0cd5a6c711b5350f3cbc2ac28def81cd1c580075ccb7955e61e9d8f4bfd40d24 \
-    --hash=sha256:0e44a3761f64bc009d71ddb6d6c71008ba21b53ab6ee588dadab65e2fa79eafc \
-    --hash=sha256:156418abeeda48ea4797db6776db3c5bdab9ac7be197c1233771e0880c304057 \
-    --hash=sha256:19f6c3a4f635c2fc9e2aa7d91416bd7a3d649b48350c51f7f715a09370a90d93 \
-    --hash=sha256:1b255acada256d1fa8c35ed07b5f6d18bc21d1556f842fbc2d5718aea2cd9e55 \
-    --hash=sha256:1db60c154989af253f6c4a34e8a540c2c9dce4d770784d426945e09908fbb177 \
-    --hash=sha256:2db74788fc01914a3c7f7da0763427280adfc9cd377e9604b6b64eb8097284bd \
-    --hash=sha256:4a177b882667c69422402df6ed5c3428ce07ac2c1f844d8a1314944651439458 \
-    --hash=sha256:4cae435a68861660af81fa3c5af16b70ca11a17275c5b662d9c6f58294e0f113 \
-    --hash=sha256:5103856a225465371fe119f2fef737402b705b810bd95ad5f348e6e1a6ae21af \
-    --hash=sha256:58e39349d820b5702bb6f94ea0cb2dc8ec62ee81c0267d9622067d8333596a46 \
-    --hash=sha256:5ab039ffb40f3dc0aeeeba84fd6c3452781b5e15bef72e2d10bcb33e4bbffc39 \
-    --hash=sha256:5ee72568d46b9533ad54f78b1e1f3067c0534c5065120ea8ecc6f210d22748b3 \
-    --hash=sha256:66c2756ae6cfd7f5224e355c893cfd617fa2f747b8bbd8996152cbdebad9a184 \
-    --hash=sha256:6936283b56d74fbec431ca57ce58a90a908fdbd14d4e2d22eea6d72bb208a7b7 \
-    --hash=sha256:8b1a6e231b0770f2894910f1dce6d2f31d65884dbf7668f9b08d73623cdca909 \
-    --hash=sha256:8bb9cd1ce63096567f5f42851f5843b5a0ea11511e50039a7649619abfb4ba6d \
-    --hash=sha256:93c36a08a6d158db44f2eb9ce3258e53f24a9a4a695325a689494f0fdbc71770 \
-    --hash=sha256:95ce33057ba4d05df50b1f3cfefab22e351868a843b3b15a46c65836283670c9 \
-    --hash=sha256:9849ce7267444c0a717c80c6900997de4f36e2815ce34ac560a3edb2d9a64cd2 \
-    --hash=sha256:9d55ea7f7baf2aed61bf1872116cefc9d0c3693b45cae3916897ee27ef4b835e \
-    --hash=sha256:a4f39b9bf6555fab9bfb536cf5fdd1c1c727e8d22312078702e9ff005354b37f \
-    --hash=sha256:aec640bd94c4c85c0d11e2733bd13cbb10438fb004852996ec0efbc6cacdaf70 \
-    --hash=sha256:aecbd7c5272c82e54d5b99d8435fd10915d1bc704b7df15e4d9ca8dc3902be61 \
-    --hash=sha256:bda32ce212baa724e03c68771e5c69f39e584ea426bfe1a701cb01508ffc7035 \
-    --hash=sha256:bdcf26c2dbc926b8a35ec8cbfad7eff1a8bd8239e12478caca83a1fc2c400dc2 \
-    --hash=sha256:bdf40d2aaabd3913dec11840f0d0ebb1b93134f99af6a0a4fd88ffe924928ab4 \
-    --hash=sha256:c205cac07d24a29840c163d6469f61069ce4b065518519216297fc2f261f8db9 \
-    --hash=sha256:c3f5ae0309d9f888fd825c2e9d0241102fadaca81d888f26f845bc8c13c1e4ee \
-    --hash=sha256:cd7c0bb22d4ff86d65ad61b5dd246812e8993fbc95b558553624c33e8b6903ea \
-    --hash=sha256:d0f730a17cf4f343b2c7ad50cee3bd19e969e793d2be6ed911f43086460096e4 \
-    --hash=sha256:da65e5fd3eea434ccb8984c3624bc234ddcc0d9f4c81864af611aaebcc08a50e \
-    --hash=sha256:e12e29764a0e66a7a31e9b8bf1de5cc0423ea72979f45909acd4292de834ccd3
+ml-dtypes==0.5.1 \
+    --hash=sha256:023ce2f502efd4d6c1e0472cc58ce3640d051d40e71e27386bed33901e201327 \
+    --hash=sha256:05f23447a1c20ddf4dc7c2c661aa9ed93fcb2658f1017c204d1e758714dc28a8 \
+    --hash=sha256:12651420130ee7cc13059fc56dac6ad300c3af3848b802d475148c9defd27c23 \
+    --hash=sha256:141b2ea2f20bb10802ddca55d91fe21231ef49715cfc971998e8f2a9838f3dbe \
+    --hash=sha256:15ad0f3b0323ce96c24637a88a6f44f6713c64032f27277b069f285c3cf66478 \
+    --hash=sha256:1b7fbe5571fdf28fd3aaab3ef4aafc847de9ebf263be959958c1ca58ec8eadf5 \
+    --hash=sha256:26ebcc69d7b779c8f129393e99732961b5cc33fcff84090451f448c89b0e01b4 \
+    --hash=sha256:6f462f5eca22fb66d7ff9c4744a3db4463af06c49816c4b6ac89b16bfcdc592e \
+    --hash=sha256:6f76232163b5b9c34291b54621ee60417601e2e4802a188a0ea7157cd9b323f4 \
+    --hash=sha256:7000b6e4d8ef07542c05044ec5d8bbae1df083b3f56822c3da63993a113e716f \
+    --hash=sha256:810512e2eccdfc3b41eefa3a27402371a3411453a1efc7e9c000318196140fed \
+    --hash=sha256:8f2c028954f16ede77902b223a8da2d9cbb3892375b85809a5c3cfb1587960c4 \
+    --hash=sha256:9626d0bca1fb387d5791ca36bacbba298c5ef554747b7ebeafefb4564fc83566 \
+    --hash=sha256:ac5b58559bb84a95848ed6984eb8013249f90b6bab62aa5acbad876e256002c9 \
+    --hash=sha256:ad4953c5eb9c25a56d11a913c2011d7e580a435ef5145f804d98efa14477d390 \
+    --hash=sha256:aefedc579ece2f8fb38f876aa7698204ee4c372d0e54f1c1ffa8ca580b54cc60 \
+    --hash=sha256:afb2009ac98da274e893e03162f6269398b2b00d947e7057ee2469a921d58135 \
+    --hash=sha256:b8a9d46b4df5ae2135a8e8e72b465448ebbc1559997f4f9304a9ecc3413efb5b \
+    --hash=sha256:bd73f51957949069573ff783563486339a9285d72e2f36c18e0c1aa9ca7eb190 \
+    --hash=sha256:bf9975bda82a99dc935f2ae4c83846d86df8fd6ba179614acac8e686910851da \
+    --hash=sha256:c09526488c3a9e8b7a23a388d4974b670a9a3dd40c5c8a61db5593ce9b725bab \
+    --hash=sha256:c9945669d3dadf8acb40ec2e57d38c985d8c285ea73af57fc5b09872c516106d \
+    --hash=sha256:d13755f8e8445b3870114e5b6240facaa7cb0c3361e54beba3e07fa912a6e12b \
+    --hash=sha256:fd918d4e6a4e0c110e2e05be7a7814d10dc1b95872accbf6512b80a109b71ae1
     # via
     #   keras
     #   tensorflow
@@ -393,81 +385,62 @@ namex==0.1.0 \
     --hash=sha256:117f03ccd302cc48e3f5c58a296838f6b89c83455ab8683a1e85f2a430aa4306 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
     # via keras
-numpy==2.3.3 \
-    --hash=sha256:067e3d7159a5d8f8a0b46ee11148fc35ca9b21f61e3c49fbd0a027450e65a33b \
-    --hash=sha256:0edd58682a399824633b66885d699d7de982800053acf20be1eaa46d92009c54 \
-    --hash=sha256:0ffc4f5caba7dfcbe944ed674b7eef683c7e94874046454bb79ed7ee0236f59d \
-    --hash=sha256:1250c5d3d2562ec4174bce2e3a1523041595f9b651065e4a4473f5f48a6bc8a5 \
-    --hash=sha256:179a42101b845a816d464b6fe9a845dfaf308fdfc7925387195570789bb2c970 \
-    --hash=sha256:1c02d0629d25d426585fb2e45a66154081b9fa677bc92a881ff1d216bc9919a8 \
-    --hash=sha256:1e02c7159791cd481e1e6d5ddd766b62a4d5acf8df4d4d1afe35ee9c5c33a41e \
-    --hash=sha256:2990adf06d1ecee3b3dcbb4977dfab6e9f09807598d647f04d385d29e7a3c3d3 \
-    --hash=sha256:2e267c7da5bf7309670523896df97f93f6e469fb931161f483cd6882b3b1a5dc \
-    --hash=sha256:367ad5d8fbec5d9296d18478804a530f1191e24ab4d75ab408346ae88045d25e \
-    --hash=sha256:396b254daeb0a57b1fe0ecb5e3cff6fa79a380fa97c8f7781a6d08cd429418fe \
-    --hash=sha256:3c7cf302ac6e0b76a64c4aecf1a09e51abd9b01fc7feee80f6c43e3ab1b1dbc5 \
-    --hash=sha256:40051003e03db4041aa325da2a0971ba41cf65714e65d296397cc0e32de6018b \
-    --hash=sha256:414a97499480067d305fcac9716c29cf4d0d76db6ebf0bf3cbce666677f12652 \
-    --hash=sha256:433bf137e338677cebdd5beac0199ac84712ad9d630b74eceeb759eaa45ddf30 \
-    --hash=sha256:4384a169c4d8f97195980815d6fcad04933a7e1ab3b530921c3fef7a1c63426d \
-    --hash=sha256:497d7cad08e7092dba36e3d296fe4c97708c93daf26643a1ae4b03f6294d30eb \
-    --hash=sha256:50a5fe69f135f88a2be9b6ca0481a68a136f6febe1916e4920e12f1a34e708a7 \
-    --hash=sha256:533ca5f6d325c80b6007d4d7fb1984c303553534191024ec6a524a4c92a5935a \
-    --hash=sha256:5534ed6b92f9b7dca6c0a19d6df12d41c68b991cef051d108f6dbff3babc4ebf \
-    --hash=sha256:5b83648633d46f77039c29078751f80da65aa64d5622a3cd62aaef9d835b6c93 \
-    --hash=sha256:691808c2b26b0f002a032c73255d0bd89751425f379f7bcd22d140db593a96e8 \
-    --hash=sha256:6ee9086235dd6ab7ae75aba5662f582a81ced49f0f1c6de4260a78d8f2d91a19 \
-    --hash=sha256:74c2a948d02f88c11a3c075d9733f1ae67d97c6bdb97f2bb542f980458b257e7 \
-    --hash=sha256:75370986cc0bc66f4ce5110ad35aae6d182cc4ce6433c40ad151f53690130bf1 \
-    --hash=sha256:78c9f6560dc7e6b3990e32df7ea1a50bbd0e2a111e05209963f5ddcab7073b0b \
-    --hash=sha256:7af05ed4dc19f308e1d9fc759f36f21921eb7bbfc82843eeec6b2a2863a0aefa \
-    --hash=sha256:7f025652034199c301049296b59fa7d52c7e625017cae4c75d8662e377bf487d \
-    --hash=sha256:823d04112bc85ef5c4fda73ba24e6096c8f869931405a80aa8b0e604510a26bc \
-    --hash=sha256:8596ba2f8af5f93b01d97563832686d20206d303024777f6dfc2e7c7c3f1850e \
-    --hash=sha256:8e9aced64054739037d42fb84c54dd38b81ee238816c948c8f3ed134665dcd86 \
-    --hash=sha256:8f6ac61a217437946a1fa48d24c47c91a0c4f725237871117dea264982128097 \
-    --hash=sha256:901bf6123879b7f251d3631967fd574690734236075082078e0571977c6a8e6a \
-    --hash=sha256:93d4962d8f82af58f0b2eb85daaf1b3ca23fe0a85d0be8f1f2b7bb46034e56d7 \
-    --hash=sha256:94fcaa68757c3e2e668ddadeaa86ab05499a70725811e582b6a9858dd472fb30 \
-    --hash=sha256:952cfd0748514ea7c3afc729a0fc639e61655ce4c55ab9acfab14bda4f402b4c \
-    --hash=sha256:9591e1221db3f37751e6442850429b3aabf7026d3b05542d102944ca7f00c8a8 \
-    --hash=sha256:99683cbe0658f8271b333a1b1b4bb3173750ad59c0c61f5bbdc5b318918fffe3 \
-    --hash=sha256:9ad12e976ca7b10f1774b03615a2a4bab8addce37ecc77394d8e986927dc0dfe \
-    --hash=sha256:9cc48e09feb11e1db00b320e9d30a4151f7369afb96bd0e48d942d09da3a0d00 \
-    --hash=sha256:9dc13c6a5829610cc07422bc74d3ac083bd8323f14e2827d992f9e52e22cd6a6 \
-    --hash=sha256:9e318ee0596d76d4cb3d78535dc005fa60e5ea348cd131a51e99d0bdbe0b54fe \
-    --hash=sha256:a333b4ed33d8dc2b373cc955ca57babc00cd6f9009991d9edc5ddbc1bac36bcd \
-    --hash=sha256:afd07d377f478344ec6ca2b8d4ca08ae8bd44706763d1efb56397de606393f48 \
-    --hash=sha256:b001bae8cea1c7dfdb2ae2b017ed0a6f2102d7a70059df1e338e307a4c78a8ae \
-    --hash=sha256:b37a0b2e5935409daebe82c1e42274d30d9dd355852529eab91dab8dcca7419f \
-    --hash=sha256:b912f2ed2b67a129e6a601e9d93d4fa37bef67e54cac442a2f588a54afe5c67a \
-    --hash=sha256:bc92a5dedcc53857249ca51ef29f5e5f2f8c513e22cfb90faeb20343b8c6f7a6 \
-    --hash=sha256:ca0309a18d4dfea6fc6262a66d06c26cfe4640c3926ceec90e57791a82b6eee5 \
-    --hash=sha256:cb248499b0bc3be66ebd6578b83e5acacf1d6cb2a77f2248ce0e40fbec5a76d0 \
-    --hash=sha256:cb32e3cf0f762aee47ad1ddc6672988f7f27045b0783c887190545baba73aa25 \
-    --hash=sha256:cd052f1fa6a78dee696b58a914b7229ecfa41f0a6d96dc663c1220a55e137593 \
-    --hash=sha256:cd4260f64bc794c3390a63bf0728220dd1a68170c169088a1e0dfa2fde1be12f \
-    --hash=sha256:cd7de500a5b66319db419dc3c345244404a164beae0d0937283b907d8152e6ea \
-    --hash=sha256:ce020080e4a52426202bdb6f7691c65bb55e49f261f31a8f506c9f6bc7450421 \
-    --hash=sha256:cfdd09f9c84a1a934cde1eec2267f0a43a7cd44b2cca4ff95b7c0d14d144b0bf \
-    --hash=sha256:d00de139a3324e26ed5b95870ce63be7ec7352171bc69a4cf1f157a48e3eb6b7 \
-    --hash=sha256:d79715d95f1894771eb4e60fb23f065663b2298f7d22945d66877aadf33d00c7 \
-    --hash=sha256:d8f3b1080782469fdc1718c4ed1d22549b5fb12af0d57d35e992158a772a37cf \
-    --hash=sha256:d9192da52b9745f7f0766531dcfa978b7763916f158bb63bdb8a1eca0068ab20 \
-    --hash=sha256:d9d537a39cc9de668e5cd0e25affb17aec17b577c6b3ae8a3d866b479fbe88d0 \
-    --hash=sha256:da1a74b90e7483d6ce5244053399a614b1d6b7bc30a60d2f570e5071f8959d3e \
-    --hash=sha256:dca2d0fc80b3893ae72197b39f69d55a3cd8b17ea1b50aa4c62de82419936150 \
-    --hash=sha256:ddc7c39727ba62b80dfdbedf400d1c10ddfa8eefbd7ec8dcb118be8b56d31029 \
-    --hash=sha256:e1ec5615b05369925bd1125f27df33f3b6c8bc10d788d5999ecd8769a1fa04db \
-    --hash=sha256:e6687dc183aa55dae4a705b35f9c0f8cb178bcaa2f029b241ac5356221d5c021 \
-    --hash=sha256:e7e946c7170858a0295f79a60214424caac2ffdb0063d4d79cb681f9aa0aa569 \
-    --hash=sha256:eb63d443d7b4ffd1e873f8155260d7f58e7e4b095961b01c91062935c2491e57 \
-    --hash=sha256:ec9d249840f6a565f58d8f913bccac2444235025bbb13e9a4681783572ee3caa \
-    --hash=sha256:ed635ff692483b8e3f0fcaa8e7eb8a75ee71aa6d975388224f70821421800cea \
-    --hash=sha256:eda59e44957d272846bb407aad19f89dc6f58fecf3504bd144f4c5cf81a7eacc \
-    --hash=sha256:f0dadeb302887f07431910f67a14d57209ed91130be0adea2f9793f1a4f817cf \
-    --hash=sha256:f0ddb4b96a87b6728df9362135e764eac3cfa674499943ebc44ce96c478ab125 \
-    --hash=sha256:f5415fb78995644253370985342cd03572ef8620b934da27d77377a2285955bf
+numpy==2.1.3 \
+    --hash=sha256:016d0f6f5e77b0f0d45d77387ffa4bb89816b57c835580c3ce8e099ef830befe \
+    --hash=sha256:02135ade8b8a84011cbb67dc44e07c58f28575cf9ecf8ab304e51c05528c19f0 \
+    --hash=sha256:08788d27a5fd867a663f6fc753fd7c3ad7e92747efc73c53bca2f19f8bc06f48 \
+    --hash=sha256:0d30c543f02e84e92c4b1f415b7c6b5326cbe45ee7882b6b77db7195fb971e3a \
+    --hash=sha256:0fa14563cc46422e99daef53d725d0c326e99e468a9320a240affffe87852564 \
+    --hash=sha256:13138eadd4f4da03074851a698ffa7e405f41a0845a6b1ad135b81596e4e9958 \
+    --hash=sha256:14e253bd43fc6b37af4921b10f6add6925878a42a0c5fe83daee390bca80bc17 \
+    --hash=sha256:15cb89f39fa6d0bdfb600ea24b250e5f1a3df23f901f51c8debaa6a5d122b2f0 \
+    --hash=sha256:17ee83a1f4fef3c94d16dc1802b998668b5419362c8a4f4e8a491de1b41cc3ee \
+    --hash=sha256:2312b2aa89e1f43ecea6da6ea9a810d06aae08321609d8dc0d0eda6d946a541b \
+    --hash=sha256:2564fbdf2b99b3f815f2107c1bbc93e2de8ee655a69c261363a1172a79a257d4 \
+    --hash=sha256:3522b0dfe983a575e6a9ab3a4a4dfe156c3e428468ff08ce582b9bb6bd1d71d4 \
+    --hash=sha256:4394bc0dbd074b7f9b52024832d16e019decebf86caf909d94f6b3f77a8ee3b6 \
+    --hash=sha256:45966d859916ad02b779706bb43b954281db43e185015df6eb3323120188f9e4 \
+    --hash=sha256:4d1167c53b93f1f5d8a139a742b3c6f4d429b54e74e6b57d0eff40045187b15d \
+    --hash=sha256:4f2015dfe437dfebbfce7c85c7b53d81ba49e71ba7eadbf1df40c915af75979f \
+    --hash=sha256:50ca6aba6e163363f132b5c101ba078b8cbd3fa92c7865fd7d4d62d9779ac29f \
+    --hash=sha256:50d18c4358a0a8a53f12a8ba9d772ab2d460321e6a93d6064fc22443d189853f \
+    --hash=sha256:5641516794ca9e5f8a4d17bb45446998c6554704d888f86df9b200e66bdcce56 \
+    --hash=sha256:576a1c1d25e9e02ed7fa5477f30a127fe56debd53b8d2c89d5578f9857d03ca9 \
+    --hash=sha256:6a4825252fcc430a182ac4dee5a505053d262c807f8a924603d411f6718b88fd \
+    --hash=sha256:72dcc4a35a8515d83e76b58fdf8113a5c969ccd505c8a946759b24e3182d1f23 \
+    --hash=sha256:747641635d3d44bcb380d950679462fae44f54b131be347d5ec2bce47d3df9ed \
+    --hash=sha256:762479be47a4863e261a840e8e01608d124ee1361e48b96916f38b119cfda04a \
+    --hash=sha256:78574ac2d1a4a02421f25da9559850d59457bac82f2b8d7a44fe83a64f770098 \
+    --hash=sha256:825656d0743699c529c5943554d223c021ff0494ff1442152ce887ef4f7561a1 \
+    --hash=sha256:8637dcd2caa676e475503d1f8fdb327bc495554e10838019651b76d17b98e512 \
+    --hash=sha256:96fe52fcdb9345b7cd82ecd34547fca4321f7656d500eca497eb7ea5a926692f \
+    --hash=sha256:973faafebaae4c0aaa1a1ca1ce02434554d67e628b8d805e61f874b84e136b09 \
+    --hash=sha256:996bb9399059c5b82f76b53ff8bb686069c05acc94656bb259b1d63d04a9506f \
+    --hash=sha256:a38c19106902bb19351b83802531fea19dee18e5b37b36454f27f11ff956f7fc \
+    --hash=sha256:a6b46587b14b888e95e4a24d7b13ae91fa22386c199ee7b418f449032b2fa3b8 \
+    --hash=sha256:a9f7f672a3388133335589cfca93ed468509cb7b93ba3105fce780d04a6576a0 \
+    --hash=sha256:aa08e04e08aaf974d4458def539dece0d28146d866a39da5639596f4921fd761 \
+    --hash=sha256:b0df3635b9c8ef48bd3be5f862cf71b0a4716fa0e702155c45067c6b711ddcef \
+    --hash=sha256:b47fbb433d3260adcd51eb54f92a2ffbc90a4595f8970ee00e064c644ac788f5 \
+    --hash=sha256:baed7e8d7481bfe0874b566850cb0b85243e982388b7b23348c6db2ee2b2ae8e \
+    --hash=sha256:bc6f24b3d1ecc1eebfbf5d6051faa49af40b03be1aaa781ebdadcbc090b4539b \
+    --hash=sha256:c006b607a865b07cd981ccb218a04fc86b600411d83d6fc261357f1c0966755d \
+    --hash=sha256:c181ba05ce8299c7aa3125c27b9c2167bca4a4445b7ce73d5febc411ca692e43 \
+    --hash=sha256:c7662f0e3673fe4e832fe07b65c50342ea27d989f92c80355658c7f888fcc83c \
+    --hash=sha256:c80e4a09b3d95b4e1cac08643f1152fa71a0a821a2d4277334c88d54b2219a41 \
+    --hash=sha256:c894b4305373b9c5576d7a12b473702afdf48ce5369c074ba304cc5ad8730dff \
+    --hash=sha256:d7aac50327da5d208db2eec22eb11e491e3fe13d22653dce51b0f4109101b408 \
+    --hash=sha256:d89dd2b6da69c4fff5e39c28a382199ddedc3a5be5390115608345dec660b9e2 \
+    --hash=sha256:d9beb777a78c331580705326d2367488d5bc473b49a9bc3036c154832520aca9 \
+    --hash=sha256:dc258a761a16daa791081d026f0ed4399b582712e6fc887a95af09df10c5ca57 \
+    --hash=sha256:e14e26956e6f1696070788252dcdff11b4aca4c3e8bd166e0df1bb8f315a67cb \
+    --hash=sha256:e6988e90fcf617da2b5c78902fe8e668361b43b4fe26dbf2d7b0f8034d4cafb9 \
+    --hash=sha256:e711e02f49e176a01d0349d82cb5f05ba4db7d5e7e0defd026328e5cfb3226d3 \
+    --hash=sha256:ea4dedd6e394a9c180b33c2c872b92f7ce0f8e7ad93e9585312b0c5a04777a4a \
+    --hash=sha256:ecc76a9ba2911d8d37ac01de72834d8849e55473457558e12995f4cd53e778e0 \
+    --hash=sha256:f55ba01150f52b1027829b50d70ef1dafd9821ea82905b63936668403c3b471e \
+    --hash=sha256:f653490b33e9c3a4c1c01d41bc2aef08f9475af51146e4a7710c450cf9761598 \
+    --hash=sha256:fa2d1337dc61c8dc417fbccf20f6d1e139896a30721b7f1e832b2bb6ef4eb6c4
     # via
     #   h5py
     #   keras
@@ -479,98 +452,80 @@ opt-einsum==3.4.0 \
     --hash=sha256:69bb92469f86a1565195ece4ac0323943e83477171b91d24c35afe028a90d7cd \
     --hash=sha256:96ca72f1b886d148241348783498194c577fa30a8faac108586b14f1ba4473ac
     # via tensorflow
-optree==0.17.0 \
-    --hash=sha256:039ea98c0cd94a64040d6f6d21dbe5cd9731bb380d7893f78d6898672080a232 \
-    --hash=sha256:057f95213e403ff3a975f287aef6b687299d0c4512d211de24b1b98050cd4fbf \
-    --hash=sha256:08df33cf74518f74b1c1f4ac0b760f544796a0b1cede91191c4daea0df3f314c \
-    --hash=sha256:09156e2ea62cde66dcbd9a450a5517ad6bad07d4ffc98fab0982c1e4f538341a \
-    --hash=sha256:09fbc0e5e42b20cab11851dffb7abe2fdf289c45d29e5be2b50b4ea93d069a9f \
-    --hash=sha256:0ac9626a51148c8497e82e9a9c21746795e179fbdec0b01c1644031e25f0d97e \
-    --hash=sha256:0b9f25c47de72044d7e1f42e9ed4c765f0867d321a2e6d194bc5facf69316417 \
-    --hash=sha256:0e45c16018f4283f028cf839b707b7ac734e8056a31b7198a1577161fcbe146d \
-    --hash=sha256:1535fb8725178715315af0f2862668fb49030a5737d9f6c68bcb4747b029b20b \
-    --hash=sha256:1644bc24b6e93cafccfdeee44157c3d4ae9bb0af3e861300602d716699865b1a \
-    --hash=sha256:1a2bd263e6b5621d000d0f94de1f245414fd5dbce365a24b7b89b1ed0ef56cf9 \
-    --hash=sha256:1a39f957299426d2d4aa36cbc1acd71edb198ff0f28ddb43029bf58efe34a9a1 \
-    --hash=sha256:3080c564c9760711aa72d1b4d700ce1417f99ad087136f415c4eb8221169e2a3 \
-    --hash=sha256:3432858145fd1955a3be12207507466ac40a6911f428bf5d2d6c7f67486530a2 \
-    --hash=sha256:3571085ed9a5f39ff78ef57def0e9607c6b3f0099b6910524a0b42f5d58e481e \
-    --hash=sha256:3b3bb2326b550ddb048e3454fad40183b7fed74dda4351b016d20362809180af \
-    --hash=sha256:3c2c79652c45d82f23cbe08349456b1067ea513234a086b9a6bf1bcf128962a9 \
-    --hash=sha256:43f243d04fdba644647b1cabbfe4d7ca5fdb16c02e6d7d56e638d3e0b73566e8 \
-    --hash=sha256:4ad585248f82896ac85681b9f36b33a791d4ebf8588f3126b4dbbe5c31edbefa \
-    --hash=sha256:4aec2d138baed1357ca1ded81e40140bafbfdfd09b73d3d9d96c6c3cc527bcd9 \
-    --hash=sha256:4f3e0c5b20a4ef5b5a2688b5a07221cf1d2a8b2a57f82cf0c601f9d16f71450b \
-    --hash=sha256:50d4dbcbca3e379cc6b374f9b5a5626ff7ea41df8373e26c3af41d89d8a4b3d5 \
-    --hash=sha256:5335a5ec44479920620d72324c66563bd705ab2a698605dd4b6ee67dbcad7ecd \
-    --hash=sha256:537498cf7bf7a4fe71f7ffd815e72b8672aea0fac82e1513f6b6e35e8569f5aa \
-    --hash=sha256:54177fd3e6e05c08b66329e26d7d44b85f24125f25c6b74c921499a1b31b8f70 \
-    --hash=sha256:5739c03a3362be42cb7649e82457c90aa818aa3e82af9681d3100c3346f4a90f \
-    --hash=sha256:575cf48cc2190acb565bd2b26b6f9b15c4e3b60183e86031215badc9d5441345 \
-    --hash=sha256:58b0a83a967d2ef0f343db7182f0ad074eb1166bcaea909ae33909462013f151 \
-    --hash=sha256:5958f58423cc7870cb011c8c8f92687397380886e8c9d33adac752147e7bbc3f \
-    --hash=sha256:5afe3e9e2f6da0a0a5c0892f32f675eb88965036b061aa555b74e6c412a05e17 \
-    --hash=sha256:6b0446803d08f6aaae84f82f03c51527f36dfa15850873fc0183792247bc0071 \
-    --hash=sha256:6b2ff8999a9b84d00f23a032b6b3f13678894432a335d024e0670b9880f238ca \
-    --hash=sha256:6e77b6e0b7bb3ecfeb9a92ba605ef21b39bff38829b745af993e2e2b474322e2 \
-    --hash=sha256:749dbecfd04edd50493b35bfb1f5be350f31b384533301e2257d4b0d0132544c \
-    --hash=sha256:750f24304d1d437c8b235d4bc9e4afda17d85950706c34a875c16049f707eeb4 \
-    --hash=sha256:769c74ac289cdf108986fad2a36f24f4dd5ac6cf62919f99facdce943cd37359 \
-    --hash=sha256:78a113436a0a440f900b2799584f3cc2b2eea1b245d81c3583af42ac003e333c \
-    --hash=sha256:79e8a594002509163d218827476f522d4f9ee6436438d90251d28d413af6740c \
-    --hash=sha256:80865cf4287ed86e65af9bacd98d5395f424ffc08dc0d784590763fc1a1576b9 \
-    --hash=sha256:80c9dd735e7990a48f3da981125df6c10c9990d1876be7a034357aece600e07f \
-    --hash=sha256:834a8fb358b608240b3a38706a09b43974675624485fad64c8ee641dae2eb57d \
-    --hash=sha256:855bfc78eba74748f931be6d6b739a9b03ac82a5c96511d66f310659903f6812 \
-    --hash=sha256:85ec183b8eec6efc9a5572c2a84c62214c949555efbc69ca2381aca6048d08df \
-    --hash=sha256:875c017890a4b5d566af5593cab67fe3c4845544942af57e6bb9dea17e060297 \
-    --hash=sha256:87938255749a45979c4e331627cb33d81aa08b0a09d024368b3e25ff67f0e9f2 \
-    --hash=sha256:8808e0b6bd9d0288b76cac6ed5d589532c9c4f3f2b88157c70591e8a0cc9aa3b \
-    --hash=sha256:8e45a13b35873712e095fe0f7fd6e9c4f98f3bd5af6f5dc33c17b80357bc97fc \
-    --hash=sha256:90a5864689268eda75d90abded5d474ae0a7ae2608d510626724fb78a1955948 \
-    --hash=sha256:9211c61285b8b3e42fd0e803cebd6e2b0987d8b2edffe45b42923debca09a9df \
-    --hash=sha256:93d08d17b7b1d82b51ee7dd3a5a21ae2391fb30fc65a1369d4855c484923b967 \
-    --hash=sha256:9537c4f82fe454a689e124462f252c4911cd7c78c6277334e7132f8157fb85e8 \
-    --hash=sha256:970ae4e47727b4c5526fc583b87d29190e576f6a2b6c19e8671589b73d256250 \
-    --hash=sha256:98990201f352dba253af1a995c1453818db5f08de4cae7355d85aa6023676a52 \
-    --hash=sha256:98c11fae09c5861f42c400f0fa3851f3d58ceba347267d458332710f094d5f75 \
-    --hash=sha256:9b37daca4ad89339b1f5320cc61ac600dcf976adbb060769d36d5542d6ebfedf \
-    --hash=sha256:9d06b89803b1c72044fa5f07c708e33af7fe38ca2f5001cc9b6463894105b052 \
-    --hash=sha256:a146a6917f3e28cfdc268ff1770aa696c346482dd3da681c3ff92153d94450ea \
-    --hash=sha256:a80b7e5de5dd09b9c8b62d501e29a3850b047565c336c9d004b07ee1c01f4ae1 \
-    --hash=sha256:a8e825501f55360e8381718623b094579dedc485e57010e01593d72a43b43e68 \
-    --hash=sha256:a9155e82717be1dda1f3c1244e9cb5b3733d5dd3ba47702730c7816be083a5cb \
-    --hash=sha256:aa963de4146fa1b5cdffb479d324262f245c957df0bb9a9b37f6fd559d027acc \
-    --hash=sha256:adde1427e0982cfc5f56939c26b4ebbd833091a176734c79fb95c78bdf833dff \
-    --hash=sha256:b4c1d030ac1c881803f5c8e23d241159ae403fd00cdf57625328f282fc671ebd \
-    --hash=sha256:b5995a3efce4b00a14049268a81ab0379656a41ddf3c3761e3b88937fca44d48 \
-    --hash=sha256:b698613d821d80cc216a2444ebc3145c8bf671b55a2223058a6574c1483a65f6 \
-    --hash=sha256:bd7738709970acab5d963896192b63b2718be93bb6c0bcea91895ea157fa2b13 \
-    --hash=sha256:bd92011cd0f2de40d28a95842819e778c476ab25c12731bfef1d1a0225554f83 \
-    --hash=sha256:bfaf04d833dc53e5cfccff3b564e934a49086158472e31d84df31fce6d4f7b1c \
-    --hash=sha256:c0d3d702044e5acbec2cf8349789f6b096057bd00dc8e1e1c97b990347279fda \
-    --hash=sha256:c361ee45a97d69a427d949db5f0d6a8d9ad5f703ac7cef57a206f7f3df13d6f9 \
-    --hash=sha256:c3a21109f635ce353d116ed1d77a7dfd77b898bcdaccef3bf74881ce7d6d54d8 \
-    --hash=sha256:d009d368ef06b8757891b772cad24d4f84122bd1877f7674fb8227d6e15340b4 \
-    --hash=sha256:d06e8143d16fe6c0708f3cc2807b5b65f815d60ee2b52f3d79e4022c95563482 \
-    --hash=sha256:d07bfd8ce803dbc005502a89fda5f5e078e237342eaa36fb0c46cfbdf750bc76 \
-    --hash=sha256:db6ce8e0d8585621230446736fa99c2883b34f9e56784957f69c47e2de34bdb4 \
-    --hash=sha256:dd21e0a89806cc3b86aaa578a73897d56085038fe432043534a23b2e559d7691 \
-    --hash=sha256:dfeea4aa0fd354d27922aba63ff9d86e4e126c6bf89cfb02849e68515519f1a5 \
-    --hash=sha256:e13ae51a63d69db445f269a3a4fd1d6edb064a705188d007ea47c9f034788fc5 \
-    --hash=sha256:e1959cfbc38c228c8195354967cda64887b96219924b7b3759e5ee355582c1ec \
-    --hash=sha256:e1a40adf6bb78a6a4b4f480879de2cb6b57d46d680a4d9834aa824f41e69c0d9 \
-    --hash=sha256:e1ae8cbbcfaa45c57f5e51c544afa554cefbbb9fe9586c108aaf2aebfadf5899 \
-    --hash=sha256:e39f4f00b2967116badd9617ad6aa9845d8327fe13b6dbf5bc36d8c7b4a5ea03 \
-    --hash=sha256:e808a1125169ae90de623456ef2423eb84a8578a74f03fe48b06b8561c2cc31d \
-    --hash=sha256:ea8bef525432b38a84e7448348da1a2dc308375bce79c77675cc50a501305851 \
-    --hash=sha256:ee07b59a08bd45aedd5252241a98841f1a5082a7b9b73df2dae6a433aa2a91d8 \
-    --hash=sha256:f1897de02364b7ef4a5bb56ae352b674ebf2cdd33da2b0f3543340282dc1f3e1 \
-    --hash=sha256:f365328450c1072e7a707dce67eaa6db3f63671907c866e3751e317b27ea187e \
-    --hash=sha256:f6be1f6f045f326bd419285ee92ebb13f1317149cbea84ca73c5bf06109a61bb \
-    --hash=sha256:f87f6f39015fc82d7adeee19900d246b89911319726e93cb2dbd4d1a809899bd \
-    --hash=sha256:f95b81aa67538d38316b184a6ff39a3725ee5c8555fba21dcb692f8d7c39302e \
-    --hash=sha256:ffa5686191139f763e13445a169765c83517164bc28e60dbedb19bed2b2655f1
+optree==0.16.0 \
+    --hash=sha256:0dd607bfbf59ecf92b069af18e8a41b0d8628e21f2de5a738fad039d0a89d9d4 \
+    --hash=sha256:0deafe21b6605bcc24f07743543e3656b2dd631772fcd152eaa26fb8a2bc0e66 \
+    --hash=sha256:0f81e5055c51f862f68dd0ffce110ed3263c3934ecd37aae0210ce65e6a939bd \
+    --hash=sha256:18d73a7957463d3d22060828314e6cef9fa61787bdb61024c29bde99d3165bae \
+    --hash=sha256:1a8d25e57b6cbd45ac2915a8a42d9a09aa1b7d8e7d4d61470525dd15f1acf039 \
+    --hash=sha256:1c88be69d791fb5bc72f1ead2fb48abe20775fc95356eba09fc79ca84b8924d3 \
+    --hash=sha256:1fa5d12a43a615073e5f93c2b780f25466c44dd24bdd75b159cfbef58b99bbf8 \
+    --hash=sha256:22b015d8d7b948d7815924763d473cc7f691731f3b67198f83cea835ae3e2c98 \
+    --hash=sha256:22f06cd5a35676bad9ca26787f160b267f61d1b33f4edca72be8888fdb3d5c68 \
+    --hash=sha256:232cbc7d29d90d03a5d4febb3f37fc3f136cf8a7bf2775c750f6e145d398ea67 \
+    --hash=sha256:236c1d26e98ae469f56eb6e7007e20b6d7a99cb11113119b1b5efb0bb627ac2a \
+    --hash=sha256:2d1698d88016747e01c09121a2c0a8a482236d44ff2369c4420f7c9acb615e46 \
+    --hash=sha256:317595e4018f99b4f1dc6d357fe40c7db4ee1252bb3d578b5c15e17a5c6e8c1f \
+    --hash=sha256:330a47cc6e016190512c5af0f665d7e6c0ff7ba48c2803204a66cf305f981adc \
+    --hash=sha256:33a839c1740c73de589bf2a8154f27e4729df6fc0ca9fee5c11ccbeb167a5f4e \
+    --hash=sha256:3b3432754b0753f5166a0899c693e99fe00e02c48f90b511c0604aa6e4b4a59e \
+    --hash=sha256:3b9ec4bda865042c8a8ff618bcaae5488b624cea0f48e67507c1f0b9d97be383 \
+    --hash=sha256:408203ecdff202d34c31f49daec9b3a279e1c027e24729a8b13ab19d5f1b19e6 \
+    --hash=sha256:4dc00c14c39b5fef9f71ac0a74591039eb97a40ab56e75fe6eea8c5916118b27 \
+    --hash=sha256:4e1618d1fbe4ebc3f977aba80575c84c2ad1c54153b8a3d500fd3303bdb02be1 \
+    --hash=sha256:4e223640146950d2da4576d2b1a0944ee2413ed38c30f7bfe95dd02644530b91 \
+    --hash=sha256:52e1c48220a9b95d30cde4e1f2506db8bf1f5c2ee5c74013bf74bf0b796c8a17 \
+    --hash=sha256:690440c8296bc8b9e76f830066ed899186dcfa51d404c9b72dca3acced17ca6f \
+    --hash=sha256:69dea72a039f04549ca9d759e7037c9d3106ec6b7b7223bb66b6a9d07fba4b3b \
+    --hash=sha256:6ae2bf009f2a6a7c38f69d70eb0d8e9afd7a871b80c8682d98ce8f25cc50df40 \
+    --hash=sha256:6ec096061cd4a4c5573a25e6eb7cf45786af2d89acd3baefc1f78e70088dba03 \
+    --hash=sha256:71e667b1dd0d331590e1356af506ab9896803acb85aea114f9e76a16a4e1be36 \
+    --hash=sha256:74390ac8c1f72e439de3f7cf8e67f3b541fac7adbfff6b48bf8be79014e80120 \
+    --hash=sha256:768d2e12d3626a3d37f8594b7e0d7e633ff66d5de420ca6a1df7132c6a8cdc15 \
+    --hash=sha256:76ee013fdf8c7d0eb70e5d1910cc3d987e9feb609a9069fef68aec393ec26b92 \
+    --hash=sha256:774f5d97dbb94691f3543a09dafd83555b34fbce7cf195d7d28bd62aa153a13e \
+    --hash=sha256:78d54dbc082fc5a3402ca73c129f997dc7a13e3d64ea457a7e5688a99af36d3f \
+    --hash=sha256:7c58a7e5cb783166606103e4f0992a0d7dc48da4b8febbe7df5369801c79b0af \
+    --hash=sha256:84c93c2ade2eba3d32085f7091c6d3aa959585f65691b785c54b8a966b1046fe \
+    --hash=sha256:854b97cc98ac540a4ddfa4f079597642368dbeea14016f7f5ff0817cd943762b \
+    --hash=sha256:86d5b19975bb043fbba4715d90579054af11d8fab950f1ca11f0ccfd3538c1c0 \
+    --hash=sha256:8a6ad6d9156be08206b25599e4d198da37ddc389754a905e94a154a04e3e0835 \
+    --hash=sha256:9185e76a826a3e0c10f73917b05e3a79a969e9b6a9e83b26d9b4130fa9d3fc06 \
+    --hash=sha256:95f0f9b05dbd53cb04f37c49a508f6462ce06fbdb1bb0e0552129de91f8d36b6 \
+    --hash=sha256:9dbdbdbff6e25f3d27de8201e05ffec43c504117a48ba3ed0a2bc17ec32a1f7a \
+    --hash=sha256:9e9627f89d9294553e162ee04548b53baa74c4fb55ad53306457b8b74dbceed7 \
+    --hash=sha256:a010c919cf9652dcf0152c14a948f502c5ca7cb34a61157b4eb9c4766d3eea43 \
+    --hash=sha256:a1a89c4a03cbf5dd6533faa05659d1288f41d53d13e241aa862d69b07dca533a \
+    --hash=sha256:a51f2f11d2a6e7e13be49dc585090a8032485f08feb83a11dda90f8669858454 \
+    --hash=sha256:a5581ac117e62c15f7d48a43fb2049c4667c28294fafe2c5a7e7308226d8a21a \
+    --hash=sha256:a7150b7008583aba9bf0ee4dabeaec98a8dfcdd2563543c0915dc28f7dd63449 \
+    --hash=sha256:aa37afcb8ed7cf9492cdd34d7abc0495c32496ae870a9abd09445dc69f9109db \
+    --hash=sha256:ad03dd9abfb4347ceed4cdce58a94ac8a32ad0279ddc894660fd054ab5ede8d7 \
+    --hash=sha256:af2e95499f546bdb8dcd2a3e2d7f5b515a1d298d785ea51f95ee912642e07252 \
+    --hash=sha256:b0451ee3e28ce6bb7b66e97cc3b17ac1cd7f84b39be289da67eff9a886d5f207 \
+    --hash=sha256:b08eee60cd0756cd9874ffb44f5e47337c698100fd19dcdc18b86eb1518e3a0a \
+    --hash=sha256:b7390b7f65809555ed43598c1df18a8757b3a4396c279e5f9fcfab88ad0bc59b \
+    --hash=sha256:b885f8f447bf7b8f844203b11af36834696eec52dfc899b407dbebef77f243f7 \
+    --hash=sha256:bc302fd0b0fa5c981a22ba583a7d9d2923f3779aad0340c527790c3b0fb2edb8 \
+    --hash=sha256:bed06e3d5af706943afd14a425b4475871e97f5e780cea8506f709f043436808 \
+    --hash=sha256:c090cc8dd98d32a3e2ffd702cf84f126efd57ea05a4c63c3675b4e413d99e978 \
+    --hash=sha256:c9ba09623fc287a1c887a1e070d780369df561c78acb51281d8bf373a0fcef27 \
+    --hash=sha256:cc89c7aaec64af13b78ad0018cc235599a3768310557e6dcb6e11032743f4fb7 \
+    --hash=sha256:cd498cf726856ba6b9a49b29c72021940e6a0c4ae475d7a91094a00372eebdfb \
+    --hash=sha256:d20b50e9ba079221a770daa5519d1a11745b77058cdfd0dc99b1524303bfeffb \
+    --hash=sha256:d4545602ab8eb1da3669c4dd6dd73b81fb68e575c5dd9c2147e1d4db395a6ebf \
+    --hash=sha256:d5d0f2afdcdafdb95b28af058407f6c6a7903b1151ed36d050bcc76847115b7b \
+    --hash=sha256:d6f807965bc8ca5e2af453d77f0f6a64cc0ece1420297d194a52f250aa15f4ce \
+    --hash=sha256:d7147cef7950eee1dd8a06815f7f7be71ae0e75874d7fad1aa822a88a954b5e4 \
+    --hash=sha256:e2dced5d55f1ae100f475e217eab5fec8ba884e9d03f688cc654e388ec882266 \
+    --hash=sha256:e424fdfb6ff3240de98e236571581220872363c5ff7fe3beb4020dc8cfc8d824 \
+    --hash=sha256:e974f28c699baf1565765645a71cfe5a47886fd6297225090c18204f49b4037c \
+    --hash=sha256:ea26056208854a2c23ff0316bca637e1666796a36d67f3bb64d478f50340aa9e \
+    --hash=sha256:ecb34c46af996c6d7ed9eda4ea0bf01671aee84a5503cf3f4445502d0c01a853 \
+    --hash=sha256:ee655396cc90ba37828403949c295059c8e1afeafc05b5ca9efac833ee29903e \
+    --hash=sha256:eeccc740b72b58efa9795ab831a678a42341def48b9e5956c6b1e588c6fa3ddf \
+    --hash=sha256:f08aaa1c2ae092b3e662125ad19860046c63d7451d41be133ddd6594920e295e \
+    --hash=sha256:f703d7926c36eebdd56fc08aabefcf32a8b7292a9dd4468e56b0ab61bf6214bd
     # via keras
 packaging==25.0 \
     --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
@@ -579,243 +534,137 @@ packaging==25.0 \
     #   keras
     #   tensorboard
     #   tensorflow
-pillow==11.3.0 \
-    --hash=sha256:023f6d2d11784a465f09fd09a34b150ea4672e85fb3d05931d89f373ab14abb2 \
-    --hash=sha256:02a723e6bf909e7cea0dac1b0e0310be9d7650cd66222a5f1c571455c0a45214 \
-    --hash=sha256:040a5b691b0713e1f6cbe222e0f4f74cd233421e105850ae3b3c0ceda520f42e \
-    --hash=sha256:05f6ecbeff5005399bb48d198f098a9b4b6bdf27b8487c7f38ca16eeb070cd59 \
-    --hash=sha256:068d9c39a2d1b358eb9f245ce7ab1b5c3246c7c8c7d9ba58cfa5b43146c06e50 \
-    --hash=sha256:0743841cabd3dba6a83f38a92672cccbd69af56e3e91777b0ee7f4dba4385632 \
-    --hash=sha256:092c80c76635f5ecb10f3f83d76716165c96f5229addbd1ec2bdbbda7d496e06 \
-    --hash=sha256:0b275ff9b04df7b640c59ec5a3cb113eefd3795a8df80bac69646ef699c6981a \
-    --hash=sha256:0bce5c4fd0921f99d2e858dc4d4d64193407e1b99478bc5cacecba2311abde51 \
-    --hash=sha256:1019b04af07fc0163e2810167918cb5add8d74674b6267616021ab558dc98ced \
-    --hash=sha256:106064daa23a745510dabce1d84f29137a37224831d88eb4ce94bb187b1d7e5f \
-    --hash=sha256:118ca10c0d60b06d006be10a501fd6bbdfef559251ed31b794668ed569c87e12 \
-    --hash=sha256:13f87d581e71d9189ab21fe0efb5a23e9f28552d5be6979e84001d3b8505abe8 \
-    --hash=sha256:155658efb5e044669c08896c0c44231c5e9abcaadbc5cd3648df2f7c0b96b9a6 \
-    --hash=sha256:1904e1264881f682f02b7f8167935cce37bc97db457f8e7849dc3a6a52b99580 \
-    --hash=sha256:19d2ff547c75b8e3ff46f4d9ef969a06c30ab2d4263a9e287733aa8b2429ce8f \
-    --hash=sha256:1a992e86b0dd7aeb1f053cd506508c0999d710a8f07b4c791c63843fc6a807ac \
-    --hash=sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860 \
-    --hash=sha256:1c627742b539bba4309df89171356fcb3cc5a9178355b2727d1b74a6cf155fbd \
-    --hash=sha256:1cd110edf822773368b396281a2293aeb91c90a2db00d78ea43e7e861631b722 \
-    --hash=sha256:1f85acb69adf2aaee8b7da124efebbdb959a104db34d3a2cb0f3793dbae422a8 \
-    --hash=sha256:23cff760a9049c502721bdb743a7cb3e03365fafcdfc2ef9784610714166e5a4 \
-    --hash=sha256:2465a69cf967b8b49ee1b96d76718cd98c4e925414ead59fdf75cf0fd07df673 \
-    --hash=sha256:2a3117c06b8fb646639dce83694f2f9eac405472713fcb1ae887469c0d4f6788 \
-    --hash=sha256:2aceea54f957dd4448264f9bf40875da0415c83eb85f55069d89c0ed436e3542 \
-    --hash=sha256:2d6fcc902a24ac74495df63faad1884282239265c6839a0a6416d33faedfae7e \
-    --hash=sha256:30807c931ff7c095620fe04448e2c2fc673fcbb1ffe2a7da3fb39613489b1ddd \
-    --hash=sha256:30b7c02f3899d10f13d7a48163c8969e4e653f8b43416d23d13d1bbfdc93b9f8 \
-    --hash=sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523 \
-    --hash=sha256:3cee80663f29e3843b68199b9d6f4f54bd1d4a6b59bdd91bceefc51238bcb967 \
-    --hash=sha256:3e184b2f26ff146363dd07bde8b711833d7b0202e27d13540bfe2e35a323a809 \
-    --hash=sha256:41342b64afeba938edb034d122b2dda5db2139b9a4af999729ba8818e0056477 \
-    --hash=sha256:41742638139424703b4d01665b807c6468e23e699e8e90cffefe291c5832b027 \
-    --hash=sha256:4445fa62e15936a028672fd48c4c11a66d641d2c05726c7ec1f8ba6a572036ae \
-    --hash=sha256:45dfc51ac5975b938e9809451c51734124e73b04d0f0ac621649821a63852e7b \
-    --hash=sha256:465b9e8844e3c3519a983d58b80be3f668e2a7a5db97f2784e7079fbc9f9822c \
-    --hash=sha256:48d254f8a4c776de343051023eb61ffe818299eeac478da55227d96e241de53f \
-    --hash=sha256:4c834a3921375c48ee6b9624061076bc0a32a60b5532b322cc0ea64e639dd50e \
-    --hash=sha256:4c96f993ab8c98460cd0c001447bff6194403e8b1d7e149ade5f00594918128b \
-    --hash=sha256:504b6f59505f08ae014f724b6207ff6222662aab5cc9542577fb084ed0676ac7 \
-    --hash=sha256:527b37216b6ac3a12d7838dc3bd75208ec57c1c6d11ef01902266a5a0c14fc27 \
-    --hash=sha256:5418b53c0d59b3824d05e029669efa023bbef0f3e92e75ec8428f3799487f361 \
-    --hash=sha256:59a03cdf019efbfeeed910bf79c7c93255c3d54bc45898ac2a4140071b02b4ae \
-    --hash=sha256:5e05688ccef30ea69b9317a9ead994b93975104a677a36a8ed8106be9260aa6d \
-    --hash=sha256:6359a3bc43f57d5b375d1ad54a0074318a0844d11b76abccf478c37c986d3cfc \
-    --hash=sha256:643f189248837533073c405ec2f0bb250ba54598cf80e8c1e043381a60632f58 \
-    --hash=sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad \
-    --hash=sha256:67172f2944ebba3d4a7b54f2e95c786a3a50c21b88456329314caaa28cda70f6 \
-    --hash=sha256:676b2815362456b5b3216b4fd5bd89d362100dc6f4945154ff172e206a22c024 \
-    --hash=sha256:6a418691000f2a418c9135a7cf0d797c1bb7d9a485e61fe8e7722845b95ef978 \
-    --hash=sha256:6abdbfd3aea42be05702a8dd98832329c167ee84400a1d1f61ab11437f1717eb \
-    --hash=sha256:6be31e3fc9a621e071bc17bb7de63b85cbe0bfae91bb0363c893cbe67247780d \
-    --hash=sha256:7107195ddc914f656c7fc8e4a5e1c25f32e9236ea3ea860f257b0436011fddd0 \
-    --hash=sha256:71f511f6b3b91dd543282477be45a033e4845a40278fa8dcdbfdb07109bf18f9 \
-    --hash=sha256:7859a4cc7c9295f5838015d8cc0a9c215b77e43d07a25e460f35cf516df8626f \
-    --hash=sha256:7966e38dcd0fa11ca390aed7c6f20454443581d758242023cf36fcb319b1a874 \
-    --hash=sha256:79ea0d14d3ebad43ec77ad5272e6ff9bba5b679ef73375ea760261207fa8e0aa \
-    --hash=sha256:7aee118e30a4cf54fdd873bd3a29de51e29105ab11f9aad8c32123f58c8f8081 \
-    --hash=sha256:7b161756381f0918e05e7cb8a371fff367e807770f8fe92ecb20d905d0e1c149 \
-    --hash=sha256:7c8ec7a017ad1bd562f93dbd8505763e688d388cde6e4a010ae1486916e713e6 \
-    --hash=sha256:7d1aa4de119a0ecac0a34a9c8bde33f34022e2e8f99104e47a3ca392fd60e37d \
-    --hash=sha256:7db51d222548ccfd274e4572fdbf3e810a5e66b00608862f947b163e613b67dd \
-    --hash=sha256:819931d25e57b513242859ce1876c58c59dc31587847bf74cfe06b2e0cb22d2f \
-    --hash=sha256:83e1b0161c9d148125083a35c1c5a89db5b7054834fd4387499e06552035236c \
-    --hash=sha256:857844335c95bea93fb39e0fa2726b4d9d758850b34075a7e3ff4f4fa3aa3b31 \
-    --hash=sha256:8797edc41f3e8536ae4b10897ee2f637235c94f27404cac7297f7b607dd0716e \
-    --hash=sha256:8924748b688aa210d79883357d102cd64690e56b923a186f35a82cbc10f997db \
-    --hash=sha256:89bd777bc6624fe4115e9fac3352c79ed60f3bb18651420635f26e643e3dd1f6 \
-    --hash=sha256:8dc70ca24c110503e16918a658b869019126ecfe03109b754c402daff12b3d9f \
-    --hash=sha256:91da1d88226663594e3f6b4b8c3c8d85bd504117d043740a8e0ec449087cc494 \
-    --hash=sha256:921bd305b10e82b4d1f5e802b6850677f965d8394203d182f078873851dada69 \
-    --hash=sha256:932c754c2d51ad2b2271fd01c3d121daaa35e27efae2a616f77bf164bc0b3e94 \
-    --hash=sha256:93efb0b4de7e340d99057415c749175e24c8864302369e05914682ba642e5d77 \
-    --hash=sha256:97afb3a00b65cc0804d1c7abddbf090a81eaac02768af58cbdcaaa0a931e0b6d \
-    --hash=sha256:97f07ed9f56a3b9b5f49d3661dc9607484e85c67e27f3e8be2c7d28ca032fec7 \
-    --hash=sha256:98a9afa7b9007c67ed84c57c9e0ad86a6000da96eaa638e4f8abe5b65ff83f0a \
-    --hash=sha256:9ab6ae226de48019caa8074894544af5b53a117ccb9d3b3dcb2871464c829438 \
-    --hash=sha256:9c412fddd1b77a75aa904615ebaa6001f169b26fd467b4be93aded278266b288 \
-    --hash=sha256:a1bc6ba083b145187f648b667e05a2534ecc4b9f2784c2cbe3089e44868f2b9b \
-    --hash=sha256:a418486160228f64dd9e9efcd132679b7a02a5f22c982c78b6fc7dab3fefb635 \
-    --hash=sha256:a4d336baed65d50d37b88ca5b60c0fa9d81e3a87d4a7930d3880d1624d5b31f3 \
-    --hash=sha256:a6444696fce635783440b7f7a9fc24b3ad10a9ea3f0ab66c5905be1c19ccf17d \
-    --hash=sha256:a7bc6e6fd0395bc052f16b1a8670859964dbd7003bd0af2ff08342eb6e442cfe \
-    --hash=sha256:b4b8f3efc8d530a1544e5962bd6b403d5f7fe8b9e08227c6b255f98ad82b4ba0 \
-    --hash=sha256:b5f56c3f344f2ccaf0dd875d3e180f631dc60a51b314295a3e681fe8cf851fbe \
-    --hash=sha256:be5463ac478b623b9dd3937afd7fb7ab3d79dd290a28e2b6df292dc75063eb8a \
-    --hash=sha256:c37d8ba9411d6003bba9e518db0db0c58a680ab9fe5179f040b0463644bc9805 \
-    --hash=sha256:c84d689db21a1c397d001aa08241044aa2069e7587b398c8cc63020390b1c1b8 \
-    --hash=sha256:c96d333dcf42d01f47b37e0979b6bd73ec91eae18614864622d9b87bbd5bbf36 \
-    --hash=sha256:cadc9e0ea0a2431124cde7e1697106471fc4c1da01530e679b2391c37d3fbb3a \
-    --hash=sha256:cc3e831b563b3114baac7ec2ee86819eb03caa1a2cef0b481a5675b59c4fe23b \
-    --hash=sha256:cd8ff254faf15591e724dc7c4ddb6bf4793efcbe13802a4ae3e863cd300b493e \
-    --hash=sha256:d000f46e2917c705e9fb93a3606ee4a819d1e3aa7a9b442f6444f07e77cf5e25 \
-    --hash=sha256:d9da3df5f9ea2a89b81bb6087177fb1f4d1c7146d583a3fe5c672c0d94e55e12 \
-    --hash=sha256:e5c5858ad8ec655450a7c7df532e9842cf8df7cc349df7225c60d5d348c8aada \
-    --hash=sha256:e67d793d180c9df62f1f40aee3accca4829d3794c95098887edc18af4b8b780c \
-    --hash=sha256:ea944117a7974ae78059fcc1800e5d3295172bb97035c0c1d9345fca1419da71 \
-    --hash=sha256:eb76541cba2f958032d79d143b98a3a6b3ea87f0959bbe256c0b5e416599fd5d \
-    --hash=sha256:ec1ee50470b0d050984394423d96325b744d55c701a439d2bd66089bff963d3c \
-    --hash=sha256:ee92f2fd10f4adc4b43d07ec5e779932b4eb3dbfbc34790ada5a6669bc095aa6 \
-    --hash=sha256:f0f5d8f4a08090c6d6d578351a2b91acf519a54986c055af27e7a93feae6d3f1 \
-    --hash=sha256:f1f182ebd2303acf8c380a54f615ec883322593320a9b00438eb842c1f37ae50 \
-    --hash=sha256:f8a5827f84d973d8636e9dc5764af4f0cf2318d26744b3d902931701b0d46653 \
-    --hash=sha256:f944255db153ebb2b19c51fe85dd99ef0ce494123f21b9db4877ffdfc5590c7c \
-    --hash=sha256:fdae223722da47b024b867c1ea0be64e0df702c5e0a60e27daad39bf960dd1e4 \
-    --hash=sha256:fe27fb049cdcca11f11a7bfda64043c37b30e6b91f10cb5bab275806c32f6ab3
-    # via tensorboard
-protobuf==6.32.1 \
-    --hash=sha256:2601b779fc7d32a866c6b4404f9d42a3f67c5b9f3f15b4db3cccabe06b95c346 \
-    --hash=sha256:2f5b80a49e1eb7b86d85fcd23fe92df154b9730a725c3b38c4e43b9d77018bf4 \
-    --hash=sha256:68ff170bac18c8178f130d1ccb94700cf72852298e016a2443bdb9502279e5f1 \
-    --hash=sha256:a8a32a84bc9f2aad712041b8b366190f71dde248926da517bde9e832e4412085 \
-    --hash=sha256:b00a7d8c25fa471f16bc8153d0e53d6c9e827f0953f3c09aaa4331c718cae5e1 \
-    --hash=sha256:b1864818300c297265c83a4982fd3169f97122c299f56a56e2445c3698d34710 \
-    --hash=sha256:d0975d0b2f3e6957111aa3935d08a0eb7e006b1505d825f862a1fffc8348e122 \
-    --hash=sha256:d8c7e6eb619ffdf105ee4ab76af5a68b60a9d0f66da3ea12d1640e6d8dab7281 \
-    --hash=sha256:ee2469e4a021474ab9baafea6cd070e5bf27c7d29433504ddea1a4ee5850f68d
+protobuf==5.29.5 \
+    --hash=sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079 \
+    --hash=sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc \
+    --hash=sha256:470f3af547ef17847a28e1f47200a1cbf0ba3ff57b7de50d22776607cd2ea353 \
+    --hash=sha256:63848923da3325e1bf7e9003d680ce6e14b07e55d0473253a690c3a8b8fd6e61 \
+    --hash=sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5 \
+    --hash=sha256:6f642dc9a61782fa72b90878af134c5afe1917c89a568cd3476d758d3c3a0736 \
+    --hash=sha256:7318608d56b6402d2ea7704ff1e1e4597bee46d760e7e4dd42a3d45e24b87f2e \
+    --hash=sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84 \
+    --hash=sha256:e38c5add5a311f2a6eb0340716ef9b039c1dfa428b28f25a7838ac329204a671 \
+    --hash=sha256:ef91363ad4faba7b25d844ef1ada59ff1604184c0bcd8b39b8a6bef15e1af238 \
+    --hash=sha256:fa18533a299d7ab6c55a238bf8629311439995f2e7eca5caaff08663606e9015
     # via
     #   tensorboard
     #   tensorflow
-pydantic==2.11.9 \
-    --hash=sha256:6b8ffda597a14812a7975c90b82a8a2e777d9257aba3453f973acd3c032a18e2 \
-    --hash=sha256:c42dd626f5cfc1c6950ce6205ea58c93efa406da65f479dcb4029d5934857da2
+pydantic==2.11.1 \
+    --hash=sha256:442557d2910e75c991c39f4b4ab18963d57b9b55122c8b2a9cd176d8c29ce968 \
+    --hash=sha256:5b6c415eee9f8123a14d859be0c84363fec6b1feb6b688d6435801230b56e0b8
     # via sedpack (pyproject.toml)
-pydantic-core==2.33.2 \
-    --hash=sha256:0069c9acc3f3981b9ff4cdfaf088e98d83440a4c7ea1bc07460af3d4dc22e72d \
-    --hash=sha256:031c57d67ca86902726e0fae2214ce6770bbe2f710dc33063187a68744a5ecac \
-    --hash=sha256:0405262705a123b7ce9f0b92f123334d67b70fd1f20a9372b907ce1080c7ba02 \
-    --hash=sha256:04a1a413977ab517154eebb2d326da71638271477d6ad87a769102f7c2488c56 \
-    --hash=sha256:09fb9dd6571aacd023fe6aaca316bd01cf60ab27240d7eb39ebd66a3a15293b4 \
-    --hash=sha256:0a39979dcbb70998b0e505fb1556a1d550a0781463ce84ebf915ba293ccb7e22 \
-    --hash=sha256:0a9f2c9dd19656823cb8250b0724ee9c60a82f3cdf68a080979d13092a3b0fef \
-    --hash=sha256:0e03262ab796d986f978f79c943fc5f620381be7287148b8010b4097f79a39ec \
-    --hash=sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d \
-    --hash=sha256:0e6116757f7959a712db11f3e9c0a99ade00a5bbedae83cb801985aa154f071b \
-    --hash=sha256:0fb2d542b4d66f9470e8065c5469ec676978d625a8b7a363f07d9a501a9cb36a \
-    --hash=sha256:1082dd3e2d7109ad8b7da48e1d4710c8d06c253cbc4a27c1cff4fbcaa97a9e3f \
-    --hash=sha256:1a8695a8d00c73e50bff9dfda4d540b7dee29ff9b8053e38380426a85ef10052 \
-    --hash=sha256:1e063337ef9e9820c77acc768546325ebe04ee38b08703244c1309cccc4f1bab \
-    --hash=sha256:1ea40a64d23faa25e62a70ad163571c0b342b8bf66d5fa612ac0dec4f069d916 \
-    --hash=sha256:2058a32994f1fde4ca0480ab9d1e75a0e8c87c22b53a3ae66554f9af78f2fe8c \
-    --hash=sha256:235f45e5dbcccf6bd99f9f472858849f73d11120d76ea8707115415f8e5ebebf \
-    --hash=sha256:2807668ba86cb38c6817ad9bc66215ab8584d1d304030ce4f0887336f28a5e27 \
-    --hash=sha256:2b0a451c263b01acebe51895bfb0e1cc842a5c666efe06cdf13846c7418caa9a \
-    --hash=sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8 \
-    --hash=sha256:2bfb5112df54209d820d7bf9317c7a6c9025ea52e49f46b6a2060104bba37de7 \
-    --hash=sha256:2f82865531efd18d6e07a04a17331af02cb7a651583c418df8266f17a63c6612 \
-    --hash=sha256:329467cecfb529c925cf2bbd4d60d2c509bc2fb52a20c1045bf09bb70971a9c1 \
-    --hash=sha256:3a1c81334778f9e3af2f8aeb7a960736e5cab1dfebfb26aabca09afd2906c039 \
-    --hash=sha256:3abcd9392a36025e3bd55f9bd38d908bd17962cc49bc6da8e7e96285336e2bca \
-    --hash=sha256:3c6db6e52c6d70aa0d00d45cdb9b40f0433b96380071ea80b09277dba021ddf7 \
-    --hash=sha256:3dc625f4aa79713512d1976fe9f0bc99f706a9dee21dfd1810b4bbbf228d0e8a \
-    --hash=sha256:3eb3fe62804e8f859c49ed20a8451342de53ed764150cb14ca71357c765dc2a6 \
-    --hash=sha256:44857c3227d3fb5e753d5fe4a3420d6376fa594b07b621e220cd93703fe21782 \
-    --hash=sha256:4b25d91e288e2c4e0662b8038a28c6a07eaac3e196cfc4ff69de4ea3db992a1b \
-    --hash=sha256:4c5b0a576fb381edd6d27f0a85915c6daf2f8138dc5c267a57c08a62900758c7 \
-    --hash=sha256:4e61206137cbc65e6d5256e1166f88331d3b6238e082d9f74613b9b765fb9025 \
-    --hash=sha256:52fb90784e0a242bb96ec53f42196a17278855b0f31ac7c3cc6f5c1ec4811849 \
-    --hash=sha256:53a57d2ed685940a504248187d5685e49eb5eef0f696853647bf37c418c538f7 \
-    --hash=sha256:572c7e6c8bb4774d2ac88929e3d1f12bc45714ae5ee6d9a788a9fb35e60bb04b \
-    --hash=sha256:5c4aa4e82353f65e548c476b37e64189783aa5384903bfea4f41580f255fddfa \
-    --hash=sha256:5c92edd15cd58b3c2d34873597a1e20f13094f59cf88068adb18947df5455b4e \
-    --hash=sha256:5f483cfb75ff703095c59e365360cb73e00185e01aaea067cd19acffd2ab20ea \
-    --hash=sha256:61c18fba8e5e9db3ab908620af374db0ac1baa69f0f32df4f61ae23f15e586ac \
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-    --hash=sha256:d53b22f2032c42eaaf025f7c40c2e3b94568ae077a606f006d206a463bc69572 \
-    --hash=sha256:d87c561733f66531dced0da6e864f44ebf89a8fba55f31407b00c2f7f9449593 \
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-    --hash=sha256:e799c050df38a639db758c617ec771fd8fb7a5f8eaaa4b27b101f266b216a246 \
-    --hash=sha256:e80b087132752f6b3d714f041ccf74403799d3b23a72722ea2e6ba2e892555b9 \
-    --hash=sha256:eb8c529b2819c37140eb51b914153063d27ed88e3bdc31b71198a198e921e011 \
-    --hash=sha256:eb9b459ca4df0e5c87deb59d37377461a538852765293f9e6ee834f0435a93b9 \
-    --hash=sha256:efec8db3266b76ef9607c2c4c419bdb06bf335ae433b80816089ea7585816f6a \
-    --hash=sha256:f481959862f57f29601ccced557cc2e817bce7533ab8e01a797a48b49c9692b3 \
-    --hash=sha256:f517ca031dfc037a9c07e748cefd8d96235088b83b4f4ba8939105d20fa1dcd6 \
-    --hash=sha256:f889f7a40498cc077332c7ab6b4608d296d852182211787d4f3ee377aaae66e8 \
-    --hash=sha256:f8de619080e944347f5f20de29a975c2d815d9ddd8be9b9b7268e2e3ef68605a \
-    --hash=sha256:f941635f2a3d96b2973e867144fde513665c87f13fe0e193c158ac51bfaaa7b2 \
-    --hash=sha256:fa754d1850735a0b0e03bcffd9d4b4343eb417e47196e4485d9cca326073a42c \
-    --hash=sha256:fa854f5cf7e33842a892e5c73f45327760bc7bc516339fda888c75ae60edaeb6 \
-    --hash=sha256:fe5b32187cbc0c862ee201ad66c30cf218e5ed468ec8dc1cf49dec66e160cc4d
+pydantic-core==2.33.0 \
+    --hash=sha256:024d136ae44d233e6322027bbf356712b3940bee816e6c948ce4b90f18471b3d \
+    --hash=sha256:0310524c833d91403c960b8a3cf9f46c282eadd6afd276c8c5edc617bd705dc9 \
+    --hash=sha256:07b4ced28fccae3f00626eaa0c4001aa9ec140a29501770a88dbbb0966019a86 \
+    --hash=sha256:085d8985b1c1e48ef271e98a658f562f29d89bda98bf120502283efbc87313eb \
+    --hash=sha256:0a98257451164666afafc7cbf5fb00d613e33f7e7ebb322fbcd99345695a9a61 \
+    --hash=sha256:0bcf0bab28995d483f6c8d7db25e0d05c3efa5cebfd7f56474359e7137f39856 \
+    --hash=sha256:138d31e3f90087f42aa6286fb640f3c7a8eb7bdae829418265e7e7474bd2574b \
+    --hash=sha256:14229c1504287533dbf6b1fc56f752ce2b4e9694022ae7509631ce346158de11 \
+    --hash=sha256:1583539533160186ac546b49f5cde9ffc928062c96920f58bd95de32ffd7bffd \
+    --hash=sha256:175ab598fb457a9aee63206a1993874badf3ed9a456e0654273e56f00747bbd6 \
+    --hash=sha256:1a69b7596c6603afd049ce7f3835bcf57dd3892fc7279f0ddf987bebed8caa5a \
+    --hash=sha256:1a73be93ecef45786d7d95b0c5e9b294faf35629d03d5b145b09b81258c7cd6d \
+    --hash=sha256:1b1262b912435a501fa04cd213720609e2cefa723a07c92017d18693e69bf00b \
+    --hash=sha256:1b2ea72dea0825949a045fa4071f6d5b3d7620d2a208335207793cf29c5a182d \
+    --hash=sha256:20d4275f3c4659d92048c70797e5fdc396c6e4446caf517ba5cad2db60cd39d3 \
+    --hash=sha256:23c3e77bf8a7317612e5c26a3b084c7edeb9552d645742a54a5867635b4f2453 \
+    --hash=sha256:26a4ea04195638dcd8c53dadb545d70badba51735b1594810e9768c2c0b4a5da \
+    --hash=sha256:26bc7367c0961dec292244ef2549afa396e72e28cc24706210bd44d947582c59 \
+    --hash=sha256:2a0147c0bef783fd9abc9f016d66edb6cac466dc54a17ec5f5ada08ff65caf5d \
+    --hash=sha256:2c0afd34f928383e3fd25740f2050dbac9d077e7ba5adbaa2227f4d4f3c8da5c \
+    --hash=sha256:30369e54d6d0113d2aa5aee7a90d17f225c13d87902ace8fcd7bbf99b19124db \
+    --hash=sha256:31860fbda80d8f6828e84b4a4d129fd9c4535996b8249cfb8c720dc2a1a00bb8 \
+    --hash=sha256:34e7fb3abe375b5c4e64fab75733d605dda0f59827752debc99c17cb2d5f3276 \
+    --hash=sha256:40eb8af662ba409c3cbf4a8150ad32ae73514cd7cb1f1a2113af39763dd616b3 \
+    --hash=sha256:41d698dcbe12b60661f0632b543dbb119e6ba088103b364ff65e951610cb7ce0 \
+    --hash=sha256:4726f1f3f42d6a25678c67da3f0b10f148f5655813c5aca54b0d1742ba821b8f \
+    --hash=sha256:4927564be53239a87770a5f86bdc272b8d1fbb87ab7783ad70255b4ab01aa25b \
+    --hash=sha256:4b6d77c75a57f041c5ee915ff0b0bb58eabb78728b69ed967bc5b780e8f701b8 \
+    --hash=sha256:4d9149e7528af8bbd76cc055967e6e04617dcb2a2afdaa3dea899406c5521faa \
+    --hash=sha256:4deac83a8cc1d09e40683be0bc6d1fa4cde8df0a9bf0cda5693f9b0569ac01b6 \
+    --hash=sha256:4f1ab031feb8676f6bd7c85abec86e2935850bf19b84432c64e3e239bffeb1ec \
+    --hash=sha256:502ed542e0d958bd12e7c3e9a015bce57deaf50eaa8c2e1c439b512cb9db1e3a \
+    --hash=sha256:5461934e895968655225dfa8b3be79e7e927e95d4bd6c2d40edd2fa7052e71b6 \
+    --hash=sha256:58c1151827eef98b83d49b6ca6065575876a02d2211f259fb1a6b7757bd24dd8 \
+    --hash=sha256:5bdd36b362f419c78d09630cbaebc64913f66f62bda6d42d5fbb08da8cc4f181 \
+    --hash=sha256:5bf637300ff35d4f59c006fff201c510b2b5e745b07125458a5389af3c0dff8c \
+    --hash=sha256:5bf68bb859799e9cec3d9dd8323c40c00a254aabb56fe08f907e437005932f2b \
+    --hash=sha256:5d8dc9f63a26f7259b57f46a7aab5af86b2ad6fbe48487500bb1f4b27e051e4c \
+    --hash=sha256:5f36afd0d56a6c42cf4e8465b6441cf546ed69d3a4ec92724cc9c8c61bd6ecf4 \
+    --hash=sha256:5f72914cfd1d0176e58ddc05c7a47674ef4222c8253bf70322923e73e14a4ac3 \
+    --hash=sha256:6291797cad239285275558e0a27872da735b05c75d5237bbade8736f80e4c225 \
+    --hash=sha256:62c151ce3d59ed56ebd7ce9ce5986a409a85db697d25fc232f8e81f195aa39a1 \
+    --hash=sha256:635702b2fed997e0ac256b2cfbdb4dd0bf7c56b5d8fba8ef03489c03b3eb40e2 \
+    --hash=sha256:64672fa888595a959cfeff957a654e947e65bbe1d7d82f550417cbd6898a1d6b \
+    --hash=sha256:68504959253303d3ae9406b634997a2123a0b0c1da86459abbd0ffc921695eac \
+    --hash=sha256:69297418ad644d521ea3e1aa2e14a2a422726167e9ad22b89e8f1130d68e1e9a \
+    --hash=sha256:6c32a40712e3662bebe524abe8abb757f2fa2000028d64cc5a1006016c06af43 \
+    --hash=sha256:715c62af74c236bf386825c0fdfa08d092ab0f191eb5b4580d11c3189af9d330 \
+    --hash=sha256:71dffba8fe9ddff628c68f3abd845e91b028361d43c5f8e7b3f8b91d7d85413e \
+    --hash=sha256:7419241e17c7fbe5074ba79143d5523270e04f86f1b3a0dff8df490f84c8273a \
+    --hash=sha256:759871f00e26ad3709efc773ac37b4d571de065f9dfb1778012908bcc36b3a73 \
+    --hash=sha256:7a25493320203005d2a4dac76d1b7d953cb49bce6d459d9ae38e30dd9f29bc9c \
+    --hash=sha256:7b79af799630af263eca9ec87db519426d8c9b3be35016eddad1832bac812d87 \
+    --hash=sha256:7c9c84749f5787781c1c45bb99f433402e484e515b40675a5d121ea14711cf61 \
+    --hash=sha256:7da333f21cd9df51d5731513a6d39319892947604924ddf2e24a4612975fb936 \
+    --hash=sha256:82a4eba92b7ca8af1b7d5ef5f3d9647eee94d1f74d21ca7c21e3a2b92e008358 \
+    --hash=sha256:89670d7a0045acb52be0566df5bc8b114ac967c662c06cf5e0c606e4aadc964b \
+    --hash=sha256:8a1d581e8cdbb857b0e0e81df98603376c1a5c34dc5e54039dcc00f043df81e7 \
+    --hash=sha256:8ec86b5baa36f0a0bfb37db86c7d52652f8e8aa076ab745ef7725784183c3fdd \
+    --hash=sha256:91301a0980a1d4530d4ba7e6a739ca1a6b31341252cb709948e0aca0860ce0ae \
+    --hash=sha256:918f2013d7eadea1d88d1a35fd4a1e16aaf90343eb446f91cb091ce7f9b431a2 \
+    --hash=sha256:9cb2390355ba084c1ad49485d18449b4242da344dea3e0fe10babd1f0db7dcfc \
+    --hash=sha256:9ee65f0cc652261744fd07f2c6e6901c914aa6c5ff4dcfaf1136bc394d0dd26b \
+    --hash=sha256:a608a75846804271cf9c83e40bbb4dab2ac614d33c6fd5b0c6187f53f5c593ef \
+    --hash=sha256:a66d931ea2c1464b738ace44b7334ab32a2fd50be023d863935eb00f42be1778 \
+    --hash=sha256:a7a7f2a3f628d2f7ef11cb6188bcf0b9e1558151d511b974dfea10a49afe192b \
+    --hash=sha256:abaeec1be6ed535a5d7ffc2e6c390083c425832b20efd621562fbb5bff6dc518 \
+    --hash=sha256:abfa44cf2f7f7d7a199be6c6ec141c9024063205545aa09304349781b9a125e6 \
+    --hash=sha256:ade5dbcf8d9ef8f4b28e682d0b29f3008df9842bb5ac48ac2c17bc55771cc976 \
+    --hash=sha256:ae62032ef513fe6281ef0009e30838a01057b832dc265da32c10469622613885 \
+    --hash=sha256:aec79acc183865bad120b0190afac467c20b15289050648b876b07777e67ea48 \
+    --hash=sha256:b716294e721d8060908dbebe32639b01bfe61b15f9f57bcc18ca9a0e00d9520b \
+    --hash=sha256:b9ec80eb5a5f45a2211793f1c4aeddff0c3761d1c70d684965c1807e923a588b \
+    --hash=sha256:ba95691cf25f63df53c1d342413b41bd7762d9acb425df8858d7efa616c0870e \
+    --hash=sha256:bccc06fa0372151f37f6b69834181aa9eb57cf8665ed36405fb45fbf6cac3bae \
+    --hash=sha256:c860773a0f205926172c6644c394e02c25421dc9a456deff16f64c0e299487d3 \
+    --hash=sha256:ca1103d70306489e3d006b0f79db8ca5dd3c977f6f13b2c59ff745249431a606 \
+    --hash=sha256:ce72d46eb201ca43994303025bd54d8a35a3fc2a3495fac653d6eb7205ce04f4 \
+    --hash=sha256:d20cbb9d3e95114325780f3cfe990f3ecae24de7a2d75f978783878cce2ad585 \
+    --hash=sha256:dcfebee69cd5e1c0b76a17e17e347c84b00acebb8dd8edb22d4a03e88e82a207 \
+    --hash=sha256:e1c69aa459f5609dec2fa0652d495353accf3eda5bdb18782bc5a2ae45c9273a \
+    --hash=sha256:e2762c568596332fdab56b07060c8ab8362c56cf2a339ee54e491cd503612c50 \
+    --hash=sha256:e37f10f6d4bc67c58fbd727108ae1d8b92b397355e68519f1e4a7babb1473442 \
+    --hash=sha256:e790954b5093dff1e3a9a2523fddc4e79722d6f07993b4cd5547825c3cbf97b5 \
+    --hash=sha256:e81a295adccf73477220e15ff79235ca9dcbcee4be459eb9d4ce9a2763b8386c \
+    --hash=sha256:e925819a98318d17251776bd3d6aa9f3ff77b965762155bdad15d1a9265c4cfd \
+    --hash=sha256:ea30239c148b6ef41364c6f51d103c2988965b643d62e10b233b5efdca8c0099 \
+    --hash=sha256:eabf946a4739b5237f4f56d77fa6668263bc466d06a8036c055587c130a46f7b \
+    --hash=sha256:ecb158fb9b9091b515213bed3061eb7deb1d3b4e02327c27a0ea714ff46b0760 \
+    --hash=sha256:ecc6d02d69b54a2eb83ebcc6f29df04957f734bcf309d346b4f83354d8376862 \
+    --hash=sha256:eddb18a00bbb855325db27b4c2a89a4ba491cd6a0bd6d852b225172a1f54b36c \
+    --hash=sha256:f00e8b59e1fc8f09d05594aa7d2b726f1b277ca6155fc84c0396db1b373c4555 \
+    --hash=sha256:f1fb026c575e16f673c61c7b86144517705865173f3d0907040ac30c4f9f5915 \
+    --hash=sha256:f200b2f20856b5a6c3a35f0d4e344019f805e363416e609e9b47c552d35fd5ea \
+    --hash=sha256:f225f3a3995dbbc26affc191d0443c6c4aa71b83358fd4c2b7d63e2f6f0336f9 \
+    --hash=sha256:f22dab23cdbce2005f26a8f0c71698457861f97fc6318c75814a50c75e87d025 \
+    --hash=sha256:f3eb479354c62067afa62f53bb387827bee2f75c9c79ef25eef6ab84d4b1ae3b \
+    --hash=sha256:fc53e05c16697ff0c1c7c2b98e45e131d4bfb78068fffff92a82d169cbb4c7b7 \
+    --hash=sha256:ff48a55be9da6930254565ff5238d71d5e9cd8c5487a191cb85df3bdb8c77365
     # via pydantic
-pygments==2.19.2 \
-    --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
-    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
+pygments==2.19.1 \
+    --hash=sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f \
+    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
     # via rich
-requests==2.32.5 \
-    --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \
-    --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf
+requests==2.32.4 \
+    --hash=sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c \
+    --hash=sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422
     # via tensorflow
-rich==14.1.0 \
-    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f \
-    --hash=sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8
+rich==14.0.0 \
+    --hash=sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0 \
+    --hash=sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725
     # via keras
 semver==3.0.4 \
     --hash=sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746 \
@@ -827,41 +676,56 @@ six==1.17.0 \
     # via
     #   astunparse
     #   google-pasta
+    #   tensorboard
     #   tensorflow
 tenacity==9.1.2 \
     --hash=sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb \
     --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
     # via sedpack (pyproject.toml)
-tensorboard==2.20.0 \
-    --hash=sha256:9dc9f978cb84c0723acf9a345d96c184f0293d18f166bb8d59ee098e6cfaaba6
+tensorboard==2.19.0 \
+    --hash=sha256:5e71b98663a641a7ce8a6e70b0be8e1a4c0c45d48760b076383ac4755c35b9a0
     # via tensorflow
 tensorboard-data-server==0.7.2 \
     --hash=sha256:7e0610d205889588983836ec05dc098e80f97b7e7bbff7e994ebb78f578d0ddb \
     --hash=sha256:9fe5d24221b29625dbc7328b0436ca7fc1c23de4acf4d272f1180856e32f9f60 \
     --hash=sha256:ef687163c24185ae9754ed5650eb5bc4d84ff257aabdc33f0cc6f74d8ba54530
     # via tensorboard
-tensorflow==2.20.0 \
-    --hash=sha256:02a0293d94f5c8b7125b66abf622cc4854a33ae9d618a0d41309f95e091bbaea \
-    --hash=sha256:0deb5c583dfc53b54fd158a194ce0087b406bb6518af400ca3809735e4548ec3 \
-    --hash=sha256:1590cbf87b6bcbd34d8e9ad70d0c696135e0aa71be31803b27358cf7ed63f8fc \
-    --hash=sha256:197f0b613b38c0da5c6a12a8295ad4a05c78b853835dae8e0f9dfae3ce9ce8a5 \
-    --hash=sha256:25265b0bc527e0d54b1e9cc60c44a24f44a809fe27666b905f0466471f9c52ec \
-    --hash=sha256:28bc33759249c98eabcee9debd24e74506bbe29ac139e050cf0c74aa9888ebdf \
-    --hash=sha256:2bfbfb3dd0e22bffc45fe1e922390d27753e99261fab8a882e802cf98a0e078f \
-    --hash=sha256:3e9568c8efcb05c0266be223e3269c62ebf7ad3498f156438311735f6fa5ced5 \
-    --hash=sha256:47c88e05a07f1ead4977b4894b3ecd4d8075c40191065afc4fd9355c9db3d926 \
-    --hash=sha256:481499fd0f824583de8945be61d5e827898cdaa4f5ea1bc2cc28ca2ccff8229e \
-    --hash=sha256:4a69ac2c2ce20720abf3abf917b4e86376326c0976fcec3df330e184b81e4088 \
-    --hash=sha256:52b122f0232fd7ab10f28d537ce08470d0b6dcac7fff9685432daac7f8a06c8f \
-    --hash=sha256:5f964016c5035d09b85a246a6b739be89282a7839743f3ea63640224f0c63aee \
-    --hash=sha256:5fa3729b0126f75a99882b89fb7d536515721eda8014a63e259e780ba0a37372 \
-    --hash=sha256:7551558a48c2e2f6c32a1537f06c654a9df1408a1c18e7b99c3caafbd03edfe3 \
-    --hash=sha256:7abd7f3a010e0d354dc804182372779a722d474c4d8a3db8f4a3f5baef2a591e \
-    --hash=sha256:a66cbd1b19209d3fbc45cbea80de92514ba455434013937251d65d444779783c \
-    --hash=sha256:c25edad45e8cb9e76366f7a8c835279f9169028d610f3b52ce92d332a1b05438 \
-    --hash=sha256:dd71a7e7c3270239f4185915e8f2c5d39608c5e18973d6e1d101b153993841eb \
-    --hash=sha256:e5f169f8f5130ab255bbe854c5f0ae152e93d3d1ac44f42cb1866003b81a5357
+tensorflow==2.19.0 \
+    --hash=sha256:10f4bfbd33ee23408b98c67e63654f4697845f005555dcc6b790ecfaeabd1308 \
+    --hash=sha256:2b39293cae3aeee534dc4746dc6097b48c281e5e8b9a423efbd14d4495968e5c \
+    --hash=sha256:390747786ac979809fa1cfcf6916220ef0bfed6b9e1b8c643b6b09184a868fe4 \
+    --hash=sha256:5eae58946f5a22f4d5656a95e54c5d7aae5a5483c388922a207667d8858c37b9 \
+    --hash=sha256:68d462278ad88c193c16d7b905864ff0117d61dc20deded9264d1999d513c115 \
+    --hash=sha256:821916beebd541c95b451dd911af442e11a7cb3aabde9084cab2be5c4d8b2bae \
+    --hash=sha256:83e2d6c748105488205d30e43093f28fc90e8da0176db9ddee12e2784cf435e8 \
+    --hash=sha256:849f72820e2bb1bfd4f6446d09db4635896f2ceaa35212a98a1238c9439f6f93 \
+    --hash=sha256:88c594d98bbe6d81d069f418ae823b03f7273c8b612d7073a09373483f212d9a \
+    --hash=sha256:9cb87fb2052b819adffb749b7e9426bd109c8cf98751e684de73567424ab2a88 \
+    --hash=sha256:ad15dbf488e287127a18e2274c64a201ea50ee32444a84657ead72d10438cb09 \
+    --hash=sha256:ade03804d81e696f8b9045bbe2dd5d0146e36c63d85bf2eae8225ffa74a03713 \
+    --hash=sha256:c92d3ff958ac0ee0eb343f10d4055b3a2815635cb3ee0836f9b1d735c76ee098 \
+    --hash=sha256:c95604f25c3032e9591c7e01e457fdd442dde48e9cc1ce951078973ab1b4ca34 \
+    --hash=sha256:d3f47452246bd08902f0c865d3839fa715f1738d801d256934b943aa21c5a1d2 \
+    --hash=sha256:e28b26594cd793e7f52471b8f2d98aafc6d232868a366462d238f7967935a6f6
     # via sedpack (pyproject.toml)
+tensorflow-io-gcs-filesystem==0.37.1 \
+    --hash=sha256:0df00891669390078a003cedbdd3b8e645c718b111917535fa1d7725e95cdb95 \
+    --hash=sha256:249c12b830165841411ba71e08215d0e94277a49c551e6dd5d72aab54fe5491b \
+    --hash=sha256:257aab23470a0796978efc9c2bcf8b0bc80f22e6298612a4c0a50d3f4e88060c \
+    --hash=sha256:286389a203a5aee1a4fa2e53718c661091aa5fea797ff4fa6715ab8436b02e6c \
+    --hash=sha256:32c50ab4e29a23c1f91cd0f9ab8c381a0ab10f45ef5c5252e94965916041737c \
+    --hash=sha256:426de1173cb81fbd62becec2012fc00322a295326d90eb6c737fab636f182aed \
+    --hash=sha256:6e1f2796b57e799a8ca1b75bf47c2aaa437c968408cc1a402a9862929e104cda \
+    --hash=sha256:8943036bbf84e7a2be3705cb56f9c9df7c48c9e614bb941f0936c58e3ca89d6f \
+    --hash=sha256:8febbfcc67c61e542a5ac1a98c7c20a91a5e1afc2e14b1ef0cb7c28bc3b6aa70 \
+    --hash=sha256:9679b36e3a80921876f31685ab6f7270f3411a4cc51bc2847e80d0e4b5291e27 \
+    --hash=sha256:b02f9c5f94fd62773954a04f69b68c4d576d076fd0db4ca25d5479f0fbfcdbad \
+    --hash=sha256:ee5da49019670ed364f3e5fb86b46420841a6c3cb52a300553c63841671b3e6d \
+    --hash=sha256:ee7c8ee5fe2fd8cb6392669ef16e71841133041fee8a330eff519ad9b36e4556 \
+    --hash=sha256:fbb33f1745f218464a59cecd9a18e32ca927b0f4d77abd8f8671b645cc1a182f \
+    --hash=sha256:fe8dcc6d222258a080ac3dfcaaaa347325ce36a7a046277f6b3e19abc1efb3c5 \
+    --hash=sha256:ffebb6666a7bfc28005f4fbbb111a455b5e7d6cd3b12752b7050863ecb27d5cc
+    # via tensorflow
 termcolor==3.1.0 \
     --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa \
     --hash=sha256:6a6dd7fbee581909eeec6a756cff1d7f7c376063b14e4a298dc4980309e55970
@@ -870,11 +734,10 @@ tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
     --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
     # via sedpack (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.13.1 \
+    --hash=sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69 \
+    --hash=sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff
     # via
-    #   grpcio
     #   optree
     #   pydantic
     #   pydantic-core
@@ -896,88 +759,86 @@ wheel==0.45.1 \
     --hash=sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729 \
     --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
     # via astunparse
-wrapt==1.17.3 \
-    --hash=sha256:02b551d101f31694fc785e58e0720ef7d9a10c4e62c1c9358ce6f63f23e30a56 \
-    --hash=sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828 \
-    --hash=sha256:0610b46293c59a3adbae3dee552b648b984176f8562ee0dba099a56cfbe4df1f \
-    --hash=sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396 \
-    --hash=sha256:0b1831115c97f0663cb77aa27d381237e73ad4f721391a9bfb2fe8bc25fa6e77 \
-    --hash=sha256:0ed61b7c2d49cee3c027372df5809a59d60cf1b6c2f81ee980a091f3afed6a2d \
-    --hash=sha256:0f5f51a6466667a5a356e6381d362d259125b57f059103dd9fdc8c0cf1d14139 \
-    --hash=sha256:16ecf15d6af39246fe33e507105d67e4b81d8f8d2c6598ff7e3ca1b8a37213f7 \
-    --hash=sha256:1f0b2f40cf341ee8cc1a97d51ff50dddb9fcc73241b9143ec74b30fc4f44f6cb \
-    --hash=sha256:1f23fa283f51c890eda8e34e4937079114c74b4c81d2b2f1f1d94948f5cc3d7f \
-    --hash=sha256:223db574bb38637e8230eb14b185565023ab624474df94d2af18f1cdb625216f \
-    --hash=sha256:249f88ed15503f6492a71f01442abddd73856a0032ae860de6d75ca62eed8067 \
-    --hash=sha256:24c2ed34dc222ed754247a2702b1e1e89fdbaa4016f324b4b8f1a802d4ffe87f \
-    --hash=sha256:273a736c4645e63ac582c60a56b0acb529ef07f78e08dc6bfadf6a46b19c0da7 \
-    --hash=sha256:281262213373b6d5e4bb4353bc36d1ba4084e6d6b5d242863721ef2bf2c2930b \
-    --hash=sha256:30ce38e66630599e1193798285706903110d4f057aab3168a34b7fdc85569afc \
-    --hash=sha256:33486899acd2d7d3066156b03465b949da3fd41a5da6e394ec49d271baefcf05 \
-    --hash=sha256:343e44b2a8e60e06a7e0d29c1671a0d9951f59174f3709962b5143f60a2a98bd \
-    --hash=sha256:373342dd05b1d07d752cecbec0c41817231f29f3a89aa8b8843f7b95992ed0c7 \
-    --hash=sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9 \
-    --hash=sha256:3e62d15d3cfa26e3d0788094de7b64efa75f3a53875cdbccdf78547aed547a81 \
-    --hash=sha256:41b1d2bc74c2cac6f9074df52b2efbef2b30bdfe5f40cb78f8ca22963bc62977 \
-    --hash=sha256:423ed5420ad5f5529db9ce89eac09c8a2f97da18eb1c870237e84c5a5c2d60aa \
-    --hash=sha256:46acc57b331e0b3bcb3e1ca3b421d65637915cfcd65eb783cb2f78a511193f9b \
-    --hash=sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe \
-    --hash=sha256:507553480670cab08a800b9463bdb881b2edeed77dc677b0a5915e6106e91a58 \
-    --hash=sha256:53e5e39ff71b3fc484df8a522c933ea2b7cdd0d5d15ae82e5b23fde87d44cbd8 \
-    --hash=sha256:54a30837587c6ee3cd1a4d1c2ec5d24e77984d44e2f34547e2323ddb4e22eb77 \
-    --hash=sha256:5531d911795e3f935a9c23eb1c8c03c211661a5060aab167065896bbf62a5f85 \
-    --hash=sha256:55cbbc356c2842f39bcc553cf695932e8b30e30e797f961860afb308e6b1bb7c \
-    --hash=sha256:59923aa12d0157f6b82d686c3fd8e1166fa8cdfb3e17b42ce3b6147ff81528df \
-    --hash=sha256:5a03a38adec8066d5a37bea22f2ba6bbf39fcdefbe2d91419ab864c3fb515454 \
-    --hash=sha256:5a7b3c1ee8265eb4c8f1b7d29943f195c00673f5ab60c192eba2d4a7eae5f46a \
-    --hash=sha256:5d4478d72eb61c36e5b446e375bbc49ed002430d17cdec3cecb36993398e1a9e \
-    --hash=sha256:5ea5eb3c0c071862997d6f3e02af1d055f381b1d25b286b9d6644b79db77657c \
-    --hash=sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6 \
-    --hash=sha256:656873859b3b50eeebe6db8b1455e99d90c26ab058db8e427046dbc35c3140a5 \
-    --hash=sha256:65d1d00fbfb3ea5f20add88bbc0f815150dbbde3b026e6c24759466c8b5a9ef9 \
-    --hash=sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd \
-    --hash=sha256:6fd1ad24dc235e4ab88cda009e19bf347aabb975e44fd5c2fb22a3f6e4141277 \
-    --hash=sha256:70d86fa5197b8947a2fa70260b48e400bf2ccacdcab97bb7de47e3d1e6312225 \
-    --hash=sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22 \
-    --hash=sha256:73d496de46cd2cdbdbcce4ae4bcdb4afb6a11234a1df9c085249d55166b95116 \
-    --hash=sha256:7425ac3c54430f5fc5e7b6f41d41e704db073309acfc09305816bc6a0b26bb16 \
-    --hash=sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc \
-    --hash=sha256:758895b01d546812d1f42204bd443b8c433c44d090248bf22689df673ccafe00 \
-    --hash=sha256:79573c24a46ce11aab457b472efd8d125e5a51da2d1d24387666cd85f54c05b2 \
-    --hash=sha256:7e18f01b0c3e4a07fe6dfdb00e29049ba17eadbc5e7609a2a3a4af83ab7d710a \
-    --hash=sha256:88547535b787a6c9ce4086917b6e1d291aa8ed914fdd3a838b3539dc95c12804 \
-    --hash=sha256:88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04 \
-    --hash=sha256:8cccf4f81371f257440c88faed6b74f1053eef90807b77e31ca057b2db74edb1 \
-    --hash=sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba \
-    --hash=sha256:a36692b8491d30a8c75f1dfee65bef119d6f39ea84ee04d9f9311f83c5ad9390 \
-    --hash=sha256:a47681378a0439215912ef542c45a783484d4dd82bac412b71e59cf9c0e1cea0 \
-    --hash=sha256:a7c06742645f914f26c7f1fa47b8bc4c91d222f76ee20116c43d5ef0912bba2d \
-    --hash=sha256:a9a2203361a6e6404f80b99234fe7fb37d1fc73487b5a78dc1aa5b97201e0f22 \
-    --hash=sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0 \
-    --hash=sha256:ad85e269fe54d506b240d2d7b9f5f2057c2aa9a2ea5b32c66f8902f768117ed2 \
-    --hash=sha256:af338aa93554be859173c39c85243970dc6a289fa907402289eeae7543e1ae18 \
-    --hash=sha256:afd964fd43b10c12213574db492cb8f73b2f0826c8df07a68288f8f19af2ebe6 \
-    --hash=sha256:b32888aad8b6e68f83a8fdccbf3165f5469702a7544472bdf41f582970ed3311 \
-    --hash=sha256:c31eebe420a9a5d2887b13000b043ff6ca27c452a9a22fa71f35f118e8d4bf89 \
-    --hash=sha256:caea3e9c79d5f0d2c6d9ab96111601797ea5da8e6d0723f77eabb0d4068d2b2f \
-    --hash=sha256:cf30f6e3c077c8e6a9a7809c94551203c8843e74ba0c960f4a98cd80d4665d39 \
-    --hash=sha256:d40770d7c0fd5cbed9d84b2c3f2e156431a12c9a37dc6284060fb4bec0b7ffd4 \
-    --hash=sha256:d8a210b158a34164de8bb68b0e7780041a903d7b00c87e906fb69928bf7890d5 \
-    --hash=sha256:dc4a8d2b25efb6681ecacad42fca8859f88092d8732b170de6a5dddd80a1c8fa \
-    --hash=sha256:df7d30371a2accfe4013e90445f6388c570f103d61019b6b7c57e0265250072a \
-    --hash=sha256:e01375f275f010fcbf7f643b4279896d04e571889b8a5b3f848423d91bf07050 \
-    --hash=sha256:e1a4120ae5705f673727d3253de3ed0e016f7cd78dc463db1b31e2463e1f3cf6 \
-    --hash=sha256:e228514a06843cae89621384cfe3a80418f3c04aadf8a3b14e46a7be704e4235 \
-    --hash=sha256:e405adefb53a435f01efa7ccdec012c016b5a1d3f35459990afc39b6be4d5056 \
-    --hash=sha256:e6b13af258d6a9ad602d57d889f83b9d5543acd471eee12eb51f5b01f8eb1bc2 \
-    --hash=sha256:e6f40a8aa5a92f150bdb3e1c44b7e98fb7113955b2e5394122fa5532fec4b418 \
-    --hash=sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c \
-    --hash=sha256:ed7c635ae45cfbc1a7371f708727bf74690daedc49b4dba310590ca0bd28aa8a \
-    --hash=sha256:f38e60678850c42461d4202739f9bf1e3a737c7ad283638251e79cc49effb6b6 \
-    --hash=sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0 \
-    --hash=sha256:f9b2601381be482f70e5d1051a5965c25fb3625455a2bf520b5a077b22afb775 \
-    --hash=sha256:fbd3c8319de8e1dc79d346929cd71d523622da527cca14e0c1d257e31c2b8b10 \
-    --hash=sha256:fd341868a4b6714a5962c1af0bd44f7c404ef78720c7de4892901e540417111c
+wrapt==1.17.2 \
+    --hash=sha256:08e7ce672e35efa54c5024936e559469436f8b8096253404faeb54d2a878416f \
+    --hash=sha256:0a6e821770cf99cc586d33833b2ff32faebdbe886bd6322395606cf55153246c \
+    --hash=sha256:0b929ac182f5ace000d459c59c2c9c33047e20e935f8e39371fa6e3b85d56f4a \
+    --hash=sha256:129a150f5c445165ff941fc02ee27df65940fcb8a22a61828b1853c98763a64b \
+    --hash=sha256:13e6afb7fe71fe7485a4550a8844cc9ffbe263c0f1a1eea569bc7091d4898555 \
+    --hash=sha256:1473400e5b2733e58b396a04eb7f35f541e1fb976d0c0724d0223dd607e0f74c \
+    --hash=sha256:18983c537e04d11cf027fbb60a1e8dfd5190e2b60cc27bc0808e653e7b218d1b \
+    --hash=sha256:1a7ed2d9d039bd41e889f6fb9364554052ca21ce823580f6a07c4ec245c1f5d6 \
+    --hash=sha256:1e1fe0e6ab7775fd842bc39e86f6dcfc4507ab0ffe206093e76d61cde37225c8 \
+    --hash=sha256:1fb5699e4464afe5c7e65fa51d4f99e0b2eadcc176e4aa33600a3df7801d6662 \
+    --hash=sha256:2696993ee1eebd20b8e4ee4356483c4cb696066ddc24bd70bcbb80fa56ff9061 \
+    --hash=sha256:35621ae4c00e056adb0009f8e86e28eb4a41a4bfa8f9bfa9fca7d343fe94f998 \
+    --hash=sha256:36ccae62f64235cf8ddb682073a60519426fdd4725524ae38874adf72b5f2aeb \
+    --hash=sha256:3cedbfa9c940fdad3e6e941db7138e26ce8aad38ab5fe9dcfadfed9db7a54e62 \
+    --hash=sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984 \
+    --hash=sha256:3fc7cb4c1c744f8c05cd5f9438a3caa6ab94ce8344e952d7c45a8ed59dd88392 \
+    --hash=sha256:4011d137b9955791f9084749cba9a367c68d50ab8d11d64c50ba1688c9b457f2 \
+    --hash=sha256:40d615e4fe22f4ad3528448c193b218e077656ca9ccb22ce2cb20db730f8d306 \
+    --hash=sha256:410a92fefd2e0e10d26210e1dfb4a876ddaf8439ef60d6434f21ef8d87efc5b7 \
+    --hash=sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3 \
+    --hash=sha256:468090021f391fe0056ad3e807e3d9034e0fd01adcd3bdfba977b6fdf4213ea9 \
+    --hash=sha256:49703ce2ddc220df165bd2962f8e03b84c89fee2d65e1c24a7defff6f988f4d6 \
+    --hash=sha256:4a721d3c943dae44f8e243b380cb645a709ba5bd35d3ad27bc2ed947e9c68192 \
+    --hash=sha256:4afd5814270fdf6380616b321fd31435a462019d834f83c8611a0ce7484c7317 \
+    --hash=sha256:4c82b8785d98cdd9fed4cac84d765d234ed3251bd6afe34cb7ac523cb93e8b4f \
+    --hash=sha256:4db983e7bca53819efdbd64590ee96c9213894272c776966ca6306b73e4affda \
+    --hash=sha256:582530701bff1dec6779efa00c516496968edd851fba224fbd86e46cc6b73563 \
+    --hash=sha256:58455b79ec2661c3600e65c0a716955adc2410f7383755d537584b0de41b1d8a \
+    --hash=sha256:58705da316756681ad3c9c73fd15499aa4d8c69f9fd38dc8a35e06c12468582f \
+    --hash=sha256:5bb1d0dbf99411f3d871deb6faa9aabb9d4e744d67dcaaa05399af89d847a91d \
+    --hash=sha256:5c803c401ea1c1c18de70a06a6f79fcc9c5acfc79133e9869e730ad7f8ad8ef9 \
+    --hash=sha256:5cbabee4f083b6b4cd282f5b817a867cf0b1028c54d445b7ec7cfe6505057cf8 \
+    --hash=sha256:612dff5db80beef9e649c6d803a8d50c409082f1fedc9dbcdfde2983b2025b82 \
+    --hash=sha256:62c2caa1585c82b3f7a7ab56afef7b3602021d6da34fbc1cf234ff139fed3cd9 \
+    --hash=sha256:69606d7bb691b50a4240ce6b22ebb319c1cfb164e5f6569835058196e0f3a845 \
+    --hash=sha256:6d9187b01bebc3875bac9b087948a2bccefe464a7d8f627cf6e48b1bbae30f82 \
+    --hash=sha256:6ed6ffac43aecfe6d86ec5b74b06a5be33d5bb9243d055141e8cabb12aa08125 \
+    --hash=sha256:703919b1633412ab54bcf920ab388735832fdcb9f9a00ae49387f0fe67dad504 \
+    --hash=sha256:766d8bbefcb9e00c3ac3b000d9acc51f1b399513f44d77dfe0eb026ad7c9a19b \
+    --hash=sha256:80dd7db6a7cb57ffbc279c4394246414ec99537ae81ffd702443335a61dbf3a7 \
+    --hash=sha256:8112e52c5822fc4253f3901b676c55ddf288614dc7011634e2719718eaa187dc \
+    --hash=sha256:8c8b293cd65ad716d13d8dd3624e42e5a19cc2a2f1acc74b30c2c13f15cb61a6 \
+    --hash=sha256:8fdbdb757d5390f7c675e558fd3186d590973244fab0c5fe63d373ade3e99d40 \
+    --hash=sha256:91bd7d1773e64019f9288b7a5101f3ae50d3d8e6b1de7edee9c2ccc1d32f0c0a \
+    --hash=sha256:95c658736ec15602da0ed73f312d410117723914a5c91a14ee4cdd72f1d790b3 \
+    --hash=sha256:99039fa9e6306880572915728d7f6c24a86ec57b0a83f6b2491e1d8ab0235b9a \
+    --hash=sha256:9a2bce789a5ea90e51a02dfcc39e31b7f1e662bc3317979aa7e5538e3a034f72 \
+    --hash=sha256:9a7d15bbd2bc99e92e39f49a04653062ee6085c0e18b3b7512a4f2fe91f2d681 \
+    --hash=sha256:9abc77a4ce4c6f2a3168ff34b1da9b0f311a8f1cfd694ec96b0603dff1c79438 \
+    --hash=sha256:9e8659775f1adf02eb1e6f109751268e493c73716ca5761f8acb695e52a756ae \
+    --hash=sha256:9fee687dce376205d9a494e9c121e27183b2a3df18037f89d69bd7b35bcf59e2 \
+    --hash=sha256:a5aaeff38654462bc4b09023918b7f21790efb807f54c000a39d41d69cf552cb \
+    --hash=sha256:a604bf7a053f8362d27eb9fefd2097f82600b856d5abe996d623babd067b1ab5 \
+    --hash=sha256:abbb9e76177c35d4e8568e58650aa6926040d6a9f6f03435b7a522bf1c487f9a \
+    --hash=sha256:acc130bc0375999da18e3d19e5a86403667ac0c4042a094fefb7eec8ebac7cf3 \
+    --hash=sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8 \
+    --hash=sha256:b4e42a40a5e164cbfdb7b386c966a588b1047558a990981ace551ed7e12ca9c2 \
+    --hash=sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22 \
+    --hash=sha256:b60fb58b90c6d63779cb0c0c54eeb38941bae3ecf7a73c764c52c88c2dcb9d72 \
+    --hash=sha256:b870b5df5b71d8c3359d21be8f0d6c485fa0ebdb6477dda51a1ea54a9b558061 \
+    --hash=sha256:ba0f0eb61ef00ea10e00eb53a9129501f52385c44853dbd6c4ad3f403603083f \
+    --hash=sha256:bb87745b2e6dc56361bfde481d5a378dc314b252a98d7dd19a651a3fa58f24a9 \
+    --hash=sha256:bb90fb8bda722a1b9d48ac1e6c38f923ea757b3baf8ebd0c82e09c5c1a0e7a04 \
+    --hash=sha256:bc570b5f14a79734437cb7b0500376b6b791153314986074486e0b0fa8d71d98 \
+    --hash=sha256:c86563182421896d73858e08e1db93afdd2b947a70064b813d515d66549e15f9 \
+    --hash=sha256:c958bcfd59bacc2d0249dcfe575e71da54f9dcf4a8bdf89c4cb9a68a1170d73f \
+    --hash=sha256:d18a4865f46b8579d44e4fe1e2bcbc6472ad83d98e22a26c963d46e4c125ef0b \
+    --hash=sha256:d5e2439eecc762cd85e7bd37161d4714aa03a33c5ba884e26c81559817ca0925 \
+    --hash=sha256:e3890b508a23299083e065f435a492b5435eba6e304a7114d2f919d400888cc6 \
+    --hash=sha256:e496a8ce2c256da1eb98bd15803a79bee00fc351f5dfb9ea82594a3f058309e0 \
+    --hash=sha256:e8b2816ebef96d83657b56306152a93909a83f23994f4b30ad4573b00bd11bb9 \
+    --hash=sha256:eaf675418ed6b3b31c7a989fd007fa7c3be66ce14e5c3b27336383604c9da85c \
+    --hash=sha256:ec89ed91f2fa8e3f52ae53cd3cf640d6feff92ba90d62236a81e4e563ac0e991 \
+    --hash=sha256:ecc840861360ba9d176d413a5489b9a0aff6d6303d7e733e2c4623cfa26904a6 \
+    --hash=sha256:f09b286faeff3c750a879d336fb6d8713206fc97af3adc14def0cdd349df6000 \
+    --hash=sha256:f393cda562f79828f38a819f4788641ac7c4085f30f1ce1a68672baa686482bb \
+    --hash=sha256:f917c1180fdb8623c2b75a99192f4025e412597c50b2ac870f156de8fb101119 \
+    --hash=sha256:fc78a84e2dfbc27afe4b2bd7c80c8db9bca75cc5b85df52bfe634596a1da846b \
+    --hash=sha256:ff04ef6eec3eee8a5efef2401495967a916feaa353643defcc03fc74fe213b58
     # via tensorflow
 xxhash==3.5.0 \
     --hash=sha256:02c2e816896dc6f85922ced60097bcf6f008dedfc5073dcba32f9c8dd786f3c1 \
@@ -1104,106 +965,104 @@ xxhash==3.5.0 \
     --hash=sha256:fd1b2281d01723f076df3c8188f43f2472248a6b63118b036e641243656b1b0f \
     --hash=sha256:fe1a92cfbaa0a1253e339ccec42dbe6db262615e52df591b68726ab10338003f
     # via sedpack (pyproject.toml)
-zstandard==0.25.0 \
-    --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \
-    --hash=sha256:01582723b3ccd6939ab7b3a78622c573799d5d8737b534b86d0e06ac18dbde4a \
-    --hash=sha256:05353cef599a7b0b98baca9b068dd36810c3ef0f42bf282583f438caf6ddcee3 \
-    --hash=sha256:05df5136bc5a011f33cd25bc9f506e7426c0c9b3f9954f056831ce68f3b6689f \
-    --hash=sha256:06acb75eebeedb77b69048031282737717a63e71e4ae3f77cc0c3b9508320df6 \
-    --hash=sha256:07b527a69c1e1c8b5ab1ab14e2afe0675614a09182213f21a0717b62027b5936 \
-    --hash=sha256:0bbc9a0c65ce0eea3c34a691e3c4b6889f5f3909ba4822ab385fab9057099431 \
-    --hash=sha256:0be7622c37c183406f3dbf0cba104118eb16a4ea7359eeb5752f0794882fc250 \
-    --hash=sha256:106281ae350e494f4ac8a80470e66d1fe27e497052c8d9c3b95dc4cf1ade81aa \
-    --hash=sha256:10ef2a79ab8e2974e2075fb984e5b9806c64134810fac21576f0668e7ea19f8f \
-    --hash=sha256:1673b7199bbe763365b81a4f3252b8e80f44c9e323fc42940dc8843bfeaf9851 \
-    --hash=sha256:172de1f06947577d3a3005416977cce6168f2261284c02080e7ad0185faeced3 \
-    --hash=sha256:181eb40e0b6a29b3cd2849f825e0fa34397f649170673d385f3598ae17cca2e9 \
-    --hash=sha256:1869da9571d5e94a85a5e8d57e4e8807b175c9e4a6294e3b66fa4efb074d90f6 \
-    --hash=sha256:19796b39075201d51d5f5f790bf849221e58b48a39a5fc74837675d8bafc7362 \
-    --hash=sha256:1cd5da4d8e8ee0e88be976c294db744773459d51bb32f707a0f166e5ad5c8649 \
-    --hash=sha256:1f3689581a72eaba9131b1d9bdbfe520ccd169999219b41000ede2fca5c1bfdb \
-    --hash=sha256:1f830a0dac88719af0ae43b8b2d6aef487d437036468ef3c2ea59c51f9d55fd5 \
-    --hash=sha256:223415140608d0f0da010499eaa8ccdb9af210a543fac54bce15babbcfc78439 \
-    --hash=sha256:22a06c5df3751bb7dc67406f5374734ccee8ed37fc5981bf1ad7041831fa1137 \
-    --hash=sha256:22a086cff1b6ceca18a8dd6096ec631e430e93a8e70a9ca5efa7561a00f826fa \
-    --hash=sha256:23ebc8f17a03133b4426bcc04aabd68f8236eb78c3760f12783385171b0fd8bd \
-    --hash=sha256:25f8f3cd45087d089aef5ba3848cd9efe3ad41163d3400862fb42f81a3a46701 \
-    --hash=sha256:2b6bd67528ee8b5c5f10255735abc21aa106931f0dbaf297c7be0c886353c3d0 \
-    --hash=sha256:2e54296a283f3ab5a26fc9b8b5d4978ea0532f37b231644f367aa588930aa043 \
-    --hash=sha256:3756b3e9da9b83da1796f8809dd57cb024f838b9eeafde28f3cb472012797ac1 \
-    --hash=sha256:37daddd452c0ffb65da00620afb8e17abd4adaae6ce6310702841760c2c26860 \
-    --hash=sha256:3a39c94ad7866160a4a46d772e43311a743c316942037671beb264e395bdd611 \
-    --hash=sha256:3b870ce5a02d4b22286cf4944c628e0f0881b11b3f14667c1d62185a99e04f53 \
-    --hash=sha256:3c83b0188c852a47cd13ef3bf9209fb0a77fa5374958b8c53aaa699398c6bd7b \
-    --hash=sha256:4203ce3b31aec23012d3a4cf4a2ed64d12fea5269c49aed5e4c3611b938e4088 \
-    --hash=sha256:457ed498fc58cdc12fc48f7950e02740d4f7ae9493dd4ab2168a47c93c31298e \
-    --hash=sha256:474d2596a2dbc241a556e965fb76002c1ce655445e4e3bf38e5477d413165ffa \
-    --hash=sha256:4b14abacf83dfb5c25eb4e4a79520de9e7e205f72c9ee7702f91233ae57d33a2 \
-    --hash=sha256:4b6d83057e713ff235a12e73916b6d356e3084fd3d14ced499d84240f3eecee0 \
-    --hash=sha256:4d441506e9b372386a5271c64125f72d5df6d2a8e8a2a45a0ae09b03cb781ef7 \
-    --hash=sha256:4f187a0bb61b35119d1926aee039524d1f93aaf38a9916b8c4b78ac8514a0aaf \
-    --hash=sha256:51526324f1b23229001eb3735bc8c94f9c578b1bd9e867a0a646a3b17109f388 \
-    --hash=sha256:53e08b2445a6bc241261fea89d065536f00a581f02535f8122eba42db9375530 \
-    --hash=sha256:53f94448fe5b10ee75d246497168e5825135d54325458c4bfffbaafabcc0a577 \
-    --hash=sha256:5a56ba0db2d244117ed744dfa8f6f5b366e14148e00de44723413b2f3938a902 \
-    --hash=sha256:5f1ad7bf88535edcf30038f6919abe087f606f62c00a87d7e33e7fc57cb69fcc \
-    --hash=sha256:5f5e4c2a23ca271c218ac025bd7d635597048b366d6f31f420aaeb715239fc98 \
-    --hash=sha256:6a573a35693e03cf1d67799fd01b50ff578515a8aeadd4595d2a7fa9f3ec002a \
-    --hash=sha256:6c0e5a65158a7946e7a7affa6418878ef97ab66636f13353b8502d7ea03c8097 \
-    --hash=sha256:6dffecc361d079bb48d7caef5d673c88c8988d3d33fb74ab95b7ee6da42652ea \
-    --hash=sha256:7030defa83eef3e51ff26f0b7bfb229f0204b66fe18e04359ce3474ac33cbc09 \
-    --hash=sha256:7149623bba7fdf7e7f24312953bcf73cae103db8cae49f8154dd1eadc8a29ecb \
-    --hash=sha256:72d35d7aa0bba323965da807a462b0966c91608ef3a48ba761678cb20ce5d8b7 \
-    --hash=sha256:75ffc32a569fb049499e63ce68c743155477610532da1eb38e7f24bf7cd29e74 \
-    --hash=sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b \
-    --hash=sha256:78228d8a6a1c177a96b94f7e2e8d012c55f9c760761980da16ae7546a15a8e9b \
-    --hash=sha256:7b3c3a3ab9daa3eed242d6ecceead93aebbb8f5f84318d82cee643e019c4b73b \
-    --hash=sha256:809c5bcb2c67cd0ed81e9229d227d4ca28f82d0f778fc5fea624a9def3963f91 \
-    --hash=sha256:81dad8d145d8fd981b2962b686b2241d3a1ea07733e76a2f15435dfb7fb60150 \
-    --hash=sha256:85304a43f4d513f5464ceb938aa02c1e78c2943b29f44a750b48b25ac999a049 \
-    --hash=sha256:89c4b48479a43f820b749df49cd7ba2dbc2b1b78560ecb5ab52985574fd40b27 \
-    --hash=sha256:8e735494da3db08694d26480f1493ad2cf86e99bdd53e8e9771b2752a5c0246a \
-    --hash=sha256:913cbd31a400febff93b564a23e17c3ed2d56c064006f54efec210d586171c00 \
-    --hash=sha256:9174f4ed06f790a6869b41cba05b43eeb9a35f8993c4422ab853b705e8112bbd \
-    --hash=sha256:9300d02ea7c6506f00e627e287e0492a5eb0371ec1670ae852fefffa6164b072 \
-    --hash=sha256:933b65d7680ea337180733cf9e87293cc5500cc0eb3fc8769f4d3c88d724ec5c \
-    --hash=sha256:9654dbc012d8b06fc3d19cc825af3f7bf8ae242226df5f83936cb39f5fdc846c \
-    --hash=sha256:98750a309eb2f020da61e727de7d7ba3c57c97cf6213f6f6277bb7fb42a8e065 \
-    --hash=sha256:99c0c846e6e61718715a3c9437ccc625de26593fea60189567f0118dc9db7512 \
-    --hash=sha256:a1a4ae2dec3993a32247995bdfe367fc3266da832d82f8438c8570f989753de1 \
-    --hash=sha256:a3f79487c687b1fc69f19e487cd949bf3aae653d181dfb5fde3bf6d18894706f \
-    --hash=sha256:a4089a10e598eae6393756b036e0f419e8c1d60f44a831520f9af41c14216cf2 \
-    --hash=sha256:a51ff14f8017338e2f2e5dab738ce1ec3b5a851f23b18c1ae1359b1eecbee6df \
-    --hash=sha256:a5a419712cf88862a45a23def0ae063686db3d324cec7edbe40509d1a79a0aab \
-    --hash=sha256:a9ec8c642d1ec73287ae3e726792dd86c96f5681eb8df274a757bf62b750eae7 \
-    --hash=sha256:aaf21ba8fb76d102b696781bddaa0954b782536446083ae3fdaa6f16b25a1c4b \
-    --hash=sha256:ab85470ab54c2cb96e176f40342d9ed41e58ca5733be6a893b730e7af9c40550 \
-    --hash=sha256:b9af1fe743828123e12b41dd8091eca1074d0c1569cc42e6e1eee98027f2bbd0 \
-    --hash=sha256:bfc4e20784722098822e3eee42b8e576b379ed72cca4a7cb856ae733e62192ea \
-    --hash=sha256:bfd06b1c5584b657a2892a6014c2f4c20e0db0208c159148fa78c65f7e0b0277 \
-    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2 \
-    --hash=sha256:c2ba942c94e0691467ab901fc51b6f2085ff48f2eea77b1a48240f011e8247c7 \
-    --hash=sha256:c8e167d5adf59476fa3e37bee730890e389410c354771a62e3c076c86f9f7778 \
-    --hash=sha256:ca54090275939dc8ec5dea2d2afb400e0f83444b2fc24e07df7fdef677110859 \
-    --hash=sha256:d7541afd73985c630bafcd6338d2518ae96060075f9463d7dc14cfb33514383d \
-    --hash=sha256:d8c56bb4e6c795fc77d74d8e8b80846e1fb8292fc0b5060cd8131d522974b751 \
-    --hash=sha256:da469dc041701583e34de852d8634703550348d5822e66a0c827d39b05365b12 \
-    --hash=sha256:daab68faadb847063d0c56f361a289c4f268706b598afbf9ad113cbe5c38b6b2 \
-    --hash=sha256:e05ab82ea7753354bb054b92e2f288afb750e6b439ff6ca78af52939ebbc476d \
-    --hash=sha256:e09bb6252b6476d8d56100e8147b803befa9a12cea144bbe629dd508800d1ad0 \
-    --hash=sha256:e29f0cf06974c899b2c188ef7f783607dbef36da4c242eb6c82dcd8b512855e3 \
-    --hash=sha256:e59fdc271772f6686e01e1b3b74537259800f57e24280be3f29c8a0deb1904dd \
-    --hash=sha256:e7360eae90809efd19b886e59a09dad07da4ca9ba096752e61a2e03c8aca188e \
-    --hash=sha256:e96594a5537722fdfb79951672a2a63aec5ebfb823e7560586f7484819f2a08f \
-    --hash=sha256:ea9d54cc3d8064260114a0bbf3479fc4a98b21dffc89b3459edd506b69262f6e \
-    --hash=sha256:ec996f12524f88e151c339688c3897194821d7f03081ab35d31d1e12ec975e94 \
-    --hash=sha256:f27662e4f7dbf9f9c12391cb37b4c4c3cb90ffbd3b1fb9284dadbbb8935fa708 \
-    --hash=sha256:f373da2c1757bb7f1acaf09369cdc1d51d84131e50d5fa9863982fd626466313 \
-    --hash=sha256:f5aeea11ded7320a84dcdd62a3d95b5186834224a9e55b92ccae35d21a8b63d4 \
-    --hash=sha256:f604efd28f239cc21b3adb53eb061e2a205dc164be408e553b41ba2ffe0ca15c \
-    --hash=sha256:f67e8f1a324a900e75b5e28ffb152bcac9fbed1cc7b43f99cd90f395c4375344 \
-    --hash=sha256:fd7a5004eb1980d3cefe26b2685bcb0b17989901a70a1040d1ac86f1d898c551 \
-    --hash=sha256:ffef5a74088f1e09947aecf91011136665152e0b4b359c42be3373897fb39b01
+zstandard==0.23.0 \
+    --hash=sha256:034b88913ecc1b097f528e42b539453fa82c3557e414b3de9d5632c80439a473 \
+    --hash=sha256:0a7f0804bb3799414af278e9ad51be25edf67f78f916e08afdb983e74161b916 \
+    --hash=sha256:11e3bf3c924853a2d5835b24f03eeba7fc9b07d8ca499e247e06ff5676461a15 \
+    --hash=sha256:12a289832e520c6bd4dcaad68e944b86da3bad0d339ef7989fb7e88f92e96072 \
+    --hash=sha256:1516c8c37d3a053b01c1c15b182f3b5f5eef19ced9b930b684a73bad121addf4 \
+    --hash=sha256:157e89ceb4054029a289fb504c98c6a9fe8010f1680de0201b3eb5dc20aa6d9e \
+    --hash=sha256:1bfe8de1da6d104f15a60d4a8a768288f66aa953bbe00d027398b93fb9680b26 \
+    --hash=sha256:1e172f57cd78c20f13a3415cc8dfe24bf388614324d25539146594c16d78fcc8 \
+    --hash=sha256:1fd7e0f1cfb70eb2f95a19b472ee7ad6d9a0a992ec0ae53286870c104ca939e5 \
+    --hash=sha256:203d236f4c94cd8379d1ea61db2fce20730b4c38d7f1c34506a31b34edc87bdd \
+    --hash=sha256:27d3ef2252d2e62476389ca8f9b0cf2bbafb082a3b6bfe9d90cbcbb5529ecf7c \
+    --hash=sha256:29a2bc7c1b09b0af938b7a8343174b987ae021705acabcbae560166567f5a8db \
+    --hash=sha256:2ef230a8fd217a2015bc91b74f6b3b7d6522ba48be29ad4ea0ca3a3775bf7dd5 \
+    --hash=sha256:2ef3775758346d9ac6214123887d25c7061c92afe1f2b354f9388e9e4d48acfc \
+    --hash=sha256:2f146f50723defec2975fb7e388ae3a024eb7151542d1599527ec2aa9cacb152 \
+    --hash=sha256:2fb4535137de7e244c230e24f9d1ec194f61721c86ebea04e1581d9d06ea1269 \
+    --hash=sha256:32ba3b5ccde2d581b1e6aa952c836a6291e8435d788f656fe5976445865ae045 \
+    --hash=sha256:34895a41273ad33347b2fc70e1bff4240556de3c46c6ea430a7ed91f9042aa4e \
+    --hash=sha256:379b378ae694ba78cef921581ebd420c938936a153ded602c4fea612b7eaa90d \
+    --hash=sha256:38302b78a850ff82656beaddeb0bb989a0322a8bbb1bf1ab10c17506681d772a \
+    --hash=sha256:3aa014d55c3af933c1315eb4bb06dd0459661cc0b15cd61077afa6489bec63bb \
+    --hash=sha256:4051e406288b8cdbb993798b9a45c59a4896b6ecee2f875424ec10276a895740 \
+    --hash=sha256:40b33d93c6eddf02d2c19f5773196068d875c41ca25730e8288e9b672897c105 \
+    --hash=sha256:43da0f0092281bf501f9c5f6f3b4c975a8a0ea82de49ba3f7100e64d422a1274 \
+    --hash=sha256:445e4cb5048b04e90ce96a79b4b63140e3f4ab5f662321975679b5f6360b90e2 \
+    --hash=sha256:48ef6a43b1846f6025dde6ed9fee0c24e1149c1c25f7fb0a0585572b2f3adc58 \
+    --hash=sha256:50a80baba0285386f97ea36239855f6020ce452456605f262b2d33ac35c7770b \
+    --hash=sha256:519fbf169dfac1222a76ba8861ef4ac7f0530c35dd79ba5727014613f91613d4 \
+    --hash=sha256:53dd9d5e3d29f95acd5de6802e909ada8d8d8cfa37a3ac64836f3bc4bc5512db \
+    --hash=sha256:53ea7cdc96c6eb56e76bb06894bcfb5dfa93b7adcf59d61c6b92674e24e2dd5e \
+    --hash=sha256:576856e8594e6649aee06ddbfc738fec6a834f7c85bf7cadd1c53d4a58186ef9 \
+    --hash=sha256:59556bf80a7094d0cfb9f5e50bb2db27fefb75d5138bb16fb052b61b0e0eeeb0 \
+    --hash=sha256:5d41d5e025f1e0bccae4928981e71b2334c60f580bdc8345f824e7c0a4c2a813 \
+    --hash=sha256:61062387ad820c654b6a6b5f0b94484fa19515e0c5116faf29f41a6bc91ded6e \
+    --hash=sha256:61f89436cbfede4bc4e91b4397eaa3e2108ebe96d05e93d6ccc95ab5714be512 \
+    --hash=sha256:62136da96a973bd2557f06ddd4e8e807f9e13cbb0bfb9cc06cfe6d98ea90dfe0 \
+    --hash=sha256:64585e1dba664dc67c7cdabd56c1e5685233fbb1fc1966cfba2a340ec0dfff7b \
+    --hash=sha256:65308f4b4890aa12d9b6ad9f2844b7ee42c7f7a4fd3390425b242ffc57498f48 \
+    --hash=sha256:66b689c107857eceabf2cf3d3fc699c3c0fe8ccd18df2219d978c0283e4c508a \
+    --hash=sha256:6a41c120c3dbc0d81a8e8adc73312d668cd34acd7725f036992b1b72d22c1772 \
+    --hash=sha256:6f77fa49079891a4aab203d0b1744acc85577ed16d767b52fc089d83faf8d8ed \
+    --hash=sha256:72c68dda124a1a138340fb62fa21b9bf4848437d9ca60bd35db36f2d3345f373 \
+    --hash=sha256:752bf8a74412b9892f4e5b58f2f890a039f57037f52c89a740757ebd807f33ea \
+    --hash=sha256:76e79bc28a65f467e0409098fa2c4376931fd3207fbeb6b956c7c476d53746dd \
+    --hash=sha256:774d45b1fac1461f48698a9d4b5fa19a69d47ece02fa469825b442263f04021f \
+    --hash=sha256:77da4c6bfa20dd5ea25cbf12c76f181a8e8cd7ea231c673828d0386b1740b8dc \
+    --hash=sha256:77ea385f7dd5b5676d7fd943292ffa18fbf5c72ba98f7d09fc1fb9e819b34c23 \
+    --hash=sha256:80080816b4f52a9d886e67f1f96912891074903238fe54f2de8b786f86baded2 \
+    --hash=sha256:80a539906390591dd39ebb8d773771dc4db82ace6372c4d41e2d293f8e32b8db \
+    --hash=sha256:82d17e94d735c99621bf8ebf9995f870a6b3e6d14543b99e201ae046dfe7de70 \
+    --hash=sha256:837bb6764be6919963ef41235fd56a6486b132ea64afe5fafb4cb279ac44f259 \
+    --hash=sha256:84433dddea68571a6d6bd4fbf8ff398236031149116a7fff6f777ff95cad3df9 \
+    --hash=sha256:8c24f21fa2af4bb9f2c492a86fe0c34e6d2c63812a839590edaf177b7398f700 \
+    --hash=sha256:8ed7d27cb56b3e058d3cf684d7200703bcae623e1dcc06ed1e18ecda39fee003 \
+    --hash=sha256:9206649ec587e6b02bd124fb7799b86cddec350f6f6c14bc82a2b70183e708ba \
+    --hash=sha256:983b6efd649723474f29ed42e1467f90a35a74793437d0bc64a5bf482bedfa0a \
+    --hash=sha256:98da17ce9cbf3bfe4617e836d561e433f871129e3a7ac16d6ef4c680f13a839c \
+    --hash=sha256:9c236e635582742fee16603042553d276cca506e824fa2e6489db04039521e90 \
+    --hash=sha256:9da6bc32faac9a293ddfdcb9108d4b20416219461e4ec64dfea8383cac186690 \
+    --hash=sha256:a05e6d6218461eb1b4771d973728f0133b2a4613a6779995df557f70794fd60f \
+    --hash=sha256:a0817825b900fcd43ac5d05b8b3079937073d2b1ff9cf89427590718b70dd840 \
+    --hash=sha256:a4ae99c57668ca1e78597d8b06d5af837f377f340f4cce993b551b2d7731778d \
+    --hash=sha256:a8c86881813a78a6f4508ef9daf9d4995b8ac2d147dcb1a450448941398091c9 \
+    --hash=sha256:a8fffdbd9d1408006baaf02f1068d7dd1f016c6bcb7538682622c556e7b68e35 \
+    --hash=sha256:a9b07268d0c3ca5c170a385a0ab9fb7fdd9f5fd866be004c4ea39e44edce47dd \
+    --hash=sha256:ab19a2d91963ed9e42b4e8d77cd847ae8381576585bad79dbd0a8837a9f6620a \
+    --hash=sha256:ac184f87ff521f4840e6ea0b10c0ec90c6b1dcd0bad2f1e4a9a1b4fa177982ea \
+    --hash=sha256:b0e166f698c5a3e914947388c162be2583e0c638a4703fc6a543e23a88dea3c1 \
+    --hash=sha256:b2170c7e0367dde86a2647ed5b6f57394ea7f53545746104c6b09fc1f4223573 \
+    --hash=sha256:b2d8c62d08e7255f68f7a740bae85b3c9b8e5466baa9cbf7f57f1cde0ac6bc09 \
+    --hash=sha256:b4567955a6bc1b20e9c31612e615af6b53733491aeaa19a6b3b37f3b65477094 \
+    --hash=sha256:b69bb4f51daf461b15e7b3db033160937d3ff88303a7bc808c67bbc1eaf98c78 \
+    --hash=sha256:b8c0bd73aeac689beacd4e7667d48c299f61b959475cdbb91e7d3d88d27c56b9 \
+    --hash=sha256:be9b5b8659dff1f913039c2feee1aca499cfbc19e98fa12bc85e037c17ec6ca5 \
+    --hash=sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9 \
+    --hash=sha256:c16842b846a8d2a145223f520b7e18b57c8f476924bda92aeee3a88d11cfc391 \
+    --hash=sha256:c363b53e257246a954ebc7c488304b5592b9c53fbe74d03bc1c64dda153fb847 \
+    --hash=sha256:c7c517d74bea1a6afd39aa612fa025e6b8011982a0897768a2f7c8ab4ebb78a2 \
+    --hash=sha256:d20fd853fbb5807c8e84c136c278827b6167ded66c72ec6f9a14b863d809211c \
+    --hash=sha256:d2240ddc86b74966c34554c49d00eaafa8200a18d3a5b6ffbf7da63b11d74ee2 \
+    --hash=sha256:d477ed829077cd945b01fc3115edd132c47e6540ddcd96ca169facff28173057 \
+    --hash=sha256:d50d31bfedd53a928fed6707b15a8dbeef011bb6366297cc435accc888b27c20 \
+    --hash=sha256:dc1d33abb8a0d754ea4763bad944fd965d3d95b5baef6b121c0c9013eaf1907d \
+    --hash=sha256:dc5d1a49d3f8262be192589a4b72f0d03b72dcf46c51ad5852a4fdc67be7b9e4 \
+    --hash=sha256:e2d1a054f8f0a191004675755448d12be47fa9bebbcffa3cdf01db19f2d30a54 \
+    --hash=sha256:e7792606d606c8df5277c32ccb58f29b9b8603bf83b48639b7aedf6df4fe8171 \
+    --hash=sha256:ed1708dbf4d2e3a1c5c69110ba2b4eb6678262028afd6c6fbcc5a8dac9cda68e \
+    --hash=sha256:f2d4380bf5f62daabd7b751ea2339c1a21d1c9463f1feb7fc2bdcea2c29c3160 \
+    --hash=sha256:f3513916e8c645d0610815c257cbfd3242adfd5c4cfa78be514e5a3ebb42a41b \
+    --hash=sha256:f8346bfa098532bc1fb6c7ef06783e969d87a99dd1d2a5a18a892c1d7a643c58 \
+    --hash=sha256:f83fa6cae3fff8e98691248c9320356971b59678a17f20656a9e59cd32cee6d8 \
+    --hash=sha256:fa6ce8b52c5987b3e34d5674b0ab529a4602b632ebab0a93b07bfb4dfc8f8a33 \
+    --hash=sha256:fb2b1ecfef1e67897d336de3a0e3f52478182d6a47eda86cbd42504c5cbd009a \
+    --hash=sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880 \
+    --hash=sha256:fd30d9c67d13d891f2360b2a120186729c111238ac63b43dbd37a5a40670b8ca \
+    --hash=sha256:fd7699e8fd9969f455ef2926221e0233f81a2542921471382e77a9e2f2b57f4b \
+    --hash=sha256:fe3b385d996ee0822fd46528d9f0443b880d4d05528fd26a9119a54ec3f91c69
     # via sedpack (pyproject.toml)
 
 # WARNING: The following packages were not pinned, but pip requires them to be

From 1a818eb7e4e6ec6fb694e30b9adf6cbf164cd19f Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Mon, 22 Sep 2025 16:40:23 +0000
Subject: [PATCH 5/8] [squash]

---
 src/sedpack/io/dataset_filler.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/sedpack/io/dataset_filler.py b/src/sedpack/io/dataset_filler.py
index f8e59b15..e2e6034f 100644
--- a/src/sedpack/io/dataset_filler.py
+++ b/src/sedpack/io/dataset_filler.py
@@ -35,7 +35,7 @@
 
 
 @tenacity.retry(
-    wait=wait_random(min=60, max=5 * 60),  # 1 to 5 minutes
+    wait=tenacity.wait_random(min=60, max=5 * 60),  # 1 to 5 minutes
     stop=tenacity.stop_after_attempt(10),
     reraise=True,
 )

From 5f0c059ae1da72dbf86fe6a32584f15782bfa7e9 Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Tue, 23 Sep 2025 09:43:32 +0000
Subject: [PATCH 6/8] [squash] a little code cleanup

---
 src/sedpack/io/dataset_filler.py                |  5 +++--
 src/sedpack/io/dataset_writing.py               |  4 ++--
 src/sedpack/io/shard/shard_writer_flatbuffer.py | 11 ++---------
 src/sedpack/io/shard/shard_writer_np.py         |  5 +----
 4 files changed, 8 insertions(+), 17 deletions(-)

diff --git a/src/sedpack/io/dataset_filler.py b/src/sedpack/io/dataset_filler.py
index e2e6034f..3cd5682e 100644
--- a/src/sedpack/io/dataset_filler.py
+++ b/src/sedpack/io/dataset_filler.py
@@ -262,7 +262,7 @@ class DatasetFiller:
 
     def __init__(self,
                  dataset: DatasetWriting,
-                 concurrency: int = 0,
+                 concurrency: int = 1,
                  relative_path_from_split: Path = Path("."),
                  auto_update_dataset: bool = True) -> None:
         """Context manager for writing examples into a dataset.
@@ -273,7 +273,8 @@ def __init__(self,
           are filling.
 
           concurrency (int): Setting to a positive integer allows writing shard
-          files in parallel. Defaults to 0 (sequential).
+          files in parallel. Defaults to 1 (sequential writes in another thread
+          or process). Thread is used for "tfrec" otherwise process.
 
           relative_path_from_split (Path): New shards are created inside
           `dataset_root_path / split / relative_path_from_split` or children.
diff --git a/src/sedpack/io/dataset_writing.py b/src/sedpack/io/dataset_writing.py
index 5d202746..5aab8d0f 100644
--- a/src/sedpack/io/dataset_writing.py
+++ b/src/sedpack/io/dataset_writing.py
@@ -140,13 +140,13 @@ def write_multiprocessing(  # pylint: disable=too-many-arguments
         # Return user-defined results.
         return results
 
-    def filler(self, concurrency: int = 0) -> DatasetFiller:
+    def filler(self, concurrency: int = 1) -> DatasetFiller:
         """Return a dataset filler context manager for writing examples.
 
         Args:
 
           concurrency (int): Setting to a positive integer allows writing shard
-          files in parallel. Defaults to 0 (sequential).
+          files in parallel. Defaults to 1 (sequential writes).
 
         Example use:
         # Context manager properly opens and closes shards.
diff --git a/src/sedpack/io/shard/shard_writer_flatbuffer.py b/src/sedpack/io/shard/shard_writer_flatbuffer.py
index e7a78dcc..cb86919d 100644
--- a/src/sedpack/io/shard/shard_writer_flatbuffer.py
+++ b/src/sedpack/io/shard/shard_writer_flatbuffer.py
@@ -34,11 +34,6 @@
 import sedpack.io.flatbuffer.shardfile.Shard as fbapi_Shard
 
 
-def _write_compressed(file_path: Path, file_content: bytes) -> None:
-    with open(file_path, "wb") as file:
-        file.write(file_content)
-
-
 class ShardWriterFlatBuffer(ShardWriterBase):
     """Shard writing capabilities.
     """
@@ -298,10 +293,8 @@ def close(self) -> tuple[str, ...]:
         )
 
         # Write the buffer into a file.
-        _write_compressed(
-            file_path=self._shard_file,
-            file_content=file_content,
-        )
+        with open(self._shard_file, "wb") as file:
+            file.write(file_content)
 
         return hash_checksums
 
diff --git a/src/sedpack/io/shard/shard_writer_np.py b/src/sedpack/io/shard/shard_writer_np.py
index 605fb15a..9d134e40 100644
--- a/src/sedpack/io/shard/shard_writer_np.py
+++ b/src/sedpack/io/shard/shard_writer_np.py
@@ -123,10 +123,7 @@ def close(self) -> tuple[str, ...]:
         """
         if not self._buffer:
             assert not self._shard_file.is_file()
-            return hash_checksums_from_bytes(
-                file_content=b"",
-                hashes=self.dataset_structure.hash_checksum_algorithms,
-            )
+            return ()
 
         # Deal properly with "bytes" attributes.
         for attribute in self.dataset_structure.saved_data_description:

From b60040383f4dcf78c081707094455c62c7054ae9 Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Tue, 23 Sep 2025 09:54:46 +0000
Subject: [PATCH 7/8] [squash]

---
 src/sedpack/io/shard/shard_writer_np.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/sedpack/io/shard/shard_writer_np.py b/src/sedpack/io/shard/shard_writer_np.py
index 9d134e40..fa600e4c 100644
--- a/src/sedpack/io/shard/shard_writer_np.py
+++ b/src/sedpack/io/shard/shard_writer_np.py
@@ -25,7 +25,6 @@
 from sedpack.io.metadata import Attribute, DatasetStructure
 from sedpack.io.shard.shard_writer_base import ShardWriterBase
 from sedpack.io.types import AttributeValueT, CompressionT, ExampleT
-from sedpack.io.utils import hash_checksums_from_bytes
 
 
 class ShardWriterNP(ShardWriterBase):

From f9dd43dbb93a13d6138d619595c4bb4e550d427a Mon Sep 17 00:00:00 2001
From: Karel <karel@star-lab.xyz>
Date: Tue, 23 Sep 2025 11:55:13 +0000
Subject: [PATCH 8/8] [squash] add tenacity in a separate PR

---
 pyproject.toml                   |   1 -
 requirements.txt                 | 393 +++++++++++++++++--------------
 src/sedpack/io/dataset_filler.py |   7 -
 3 files changed, 210 insertions(+), 191 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f61ee1c2..cac763d2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,7 +39,6 @@ dependencies = [
     "numpy",
     "pydantic",
     "semver",
-    "tenacity",
     "tensorflow",
     "tqdm",
     "xxhash",
diff --git a/requirements.txt b/requirements.txt
index 2725988f..1c9ceaaa 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.11
 # by the following command:
 #
-#    pip-compile --generate-hashes pyproject.toml
+#    pip-compile --allow-unsafe --generate-hashes --output-file=requirements.txt pyproject.toml
 #
 absl-py==2.3.0 \
     --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3 \
@@ -229,6 +229,10 @@ idna==3.10 \
     --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
     --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
+iniconfig==2.1.0 \
+    --hash=sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7 \
+    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
+    # via pytest
 keras==3.11.0 \
     --hash=sha256:28babe8dc69370a2b7c3bc385be6c1f22d702b00b3c47cae62559b6f80d6073a \
     --hash=sha256:f5dfeaf4fcaea180e032f7c1e373f1868961e2940dcfcaaf9a5b711baf41bd60
@@ -385,62 +389,62 @@ namex==0.1.0 \
     --hash=sha256:117f03ccd302cc48e3f5c58a296838f6b89c83455ab8683a1e85f2a430aa4306 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
     # via keras
-numpy==2.1.3 \
-    --hash=sha256:016d0f6f5e77b0f0d45d77387ffa4bb89816b57c835580c3ce8e099ef830befe \
-    --hash=sha256:02135ade8b8a84011cbb67dc44e07c58f28575cf9ecf8ab304e51c05528c19f0 \
-    --hash=sha256:08788d27a5fd867a663f6fc753fd7c3ad7e92747efc73c53bca2f19f8bc06f48 \
-    --hash=sha256:0d30c543f02e84e92c4b1f415b7c6b5326cbe45ee7882b6b77db7195fb971e3a \
-    --hash=sha256:0fa14563cc46422e99daef53d725d0c326e99e468a9320a240affffe87852564 \
-    --hash=sha256:13138eadd4f4da03074851a698ffa7e405f41a0845a6b1ad135b81596e4e9958 \
-    --hash=sha256:14e253bd43fc6b37af4921b10f6add6925878a42a0c5fe83daee390bca80bc17 \
-    --hash=sha256:15cb89f39fa6d0bdfb600ea24b250e5f1a3df23f901f51c8debaa6a5d122b2f0 \
-    --hash=sha256:17ee83a1f4fef3c94d16dc1802b998668b5419362c8a4f4e8a491de1b41cc3ee \
-    --hash=sha256:2312b2aa89e1f43ecea6da6ea9a810d06aae08321609d8dc0d0eda6d946a541b \
-    --hash=sha256:2564fbdf2b99b3f815f2107c1bbc93e2de8ee655a69c261363a1172a79a257d4 \
-    --hash=sha256:3522b0dfe983a575e6a9ab3a4a4dfe156c3e428468ff08ce582b9bb6bd1d71d4 \
-    --hash=sha256:4394bc0dbd074b7f9b52024832d16e019decebf86caf909d94f6b3f77a8ee3b6 \
-    --hash=sha256:45966d859916ad02b779706bb43b954281db43e185015df6eb3323120188f9e4 \
-    --hash=sha256:4d1167c53b93f1f5d8a139a742b3c6f4d429b54e74e6b57d0eff40045187b15d \
-    --hash=sha256:4f2015dfe437dfebbfce7c85c7b53d81ba49e71ba7eadbf1df40c915af75979f \
-    --hash=sha256:50ca6aba6e163363f132b5c101ba078b8cbd3fa92c7865fd7d4d62d9779ac29f \
-    --hash=sha256:50d18c4358a0a8a53f12a8ba9d772ab2d460321e6a93d6064fc22443d189853f \
-    --hash=sha256:5641516794ca9e5f8a4d17bb45446998c6554704d888f86df9b200e66bdcce56 \
-    --hash=sha256:576a1c1d25e9e02ed7fa5477f30a127fe56debd53b8d2c89d5578f9857d03ca9 \
-    --hash=sha256:6a4825252fcc430a182ac4dee5a505053d262c807f8a924603d411f6718b88fd \
-    --hash=sha256:72dcc4a35a8515d83e76b58fdf8113a5c969ccd505c8a946759b24e3182d1f23 \
-    --hash=sha256:747641635d3d44bcb380d950679462fae44f54b131be347d5ec2bce47d3df9ed \
-    --hash=sha256:762479be47a4863e261a840e8e01608d124ee1361e48b96916f38b119cfda04a \
-    --hash=sha256:78574ac2d1a4a02421f25da9559850d59457bac82f2b8d7a44fe83a64f770098 \
-    --hash=sha256:825656d0743699c529c5943554d223c021ff0494ff1442152ce887ef4f7561a1 \
-    --hash=sha256:8637dcd2caa676e475503d1f8fdb327bc495554e10838019651b76d17b98e512 \
-    --hash=sha256:96fe52fcdb9345b7cd82ecd34547fca4321f7656d500eca497eb7ea5a926692f \
-    --hash=sha256:973faafebaae4c0aaa1a1ca1ce02434554d67e628b8d805e61f874b84e136b09 \
-    --hash=sha256:996bb9399059c5b82f76b53ff8bb686069c05acc94656bb259b1d63d04a9506f \
-    --hash=sha256:a38c19106902bb19351b83802531fea19dee18e5b37b36454f27f11ff956f7fc \
-    --hash=sha256:a6b46587b14b888e95e4a24d7b13ae91fa22386c199ee7b418f449032b2fa3b8 \
-    --hash=sha256:a9f7f672a3388133335589cfca93ed468509cb7b93ba3105fce780d04a6576a0 \
-    --hash=sha256:aa08e04e08aaf974d4458def539dece0d28146d866a39da5639596f4921fd761 \
-    --hash=sha256:b0df3635b9c8ef48bd3be5f862cf71b0a4716fa0e702155c45067c6b711ddcef \
-    --hash=sha256:b47fbb433d3260adcd51eb54f92a2ffbc90a4595f8970ee00e064c644ac788f5 \
-    --hash=sha256:baed7e8d7481bfe0874b566850cb0b85243e982388b7b23348c6db2ee2b2ae8e \
-    --hash=sha256:bc6f24b3d1ecc1eebfbf5d6051faa49af40b03be1aaa781ebdadcbc090b4539b \
-    --hash=sha256:c006b607a865b07cd981ccb218a04fc86b600411d83d6fc261357f1c0966755d \
-    --hash=sha256:c181ba05ce8299c7aa3125c27b9c2167bca4a4445b7ce73d5febc411ca692e43 \
-    --hash=sha256:c7662f0e3673fe4e832fe07b65c50342ea27d989f92c80355658c7f888fcc83c \
-    --hash=sha256:c80e4a09b3d95b4e1cac08643f1152fa71a0a821a2d4277334c88d54b2219a41 \
-    --hash=sha256:c894b4305373b9c5576d7a12b473702afdf48ce5369c074ba304cc5ad8730dff \
-    --hash=sha256:d7aac50327da5d208db2eec22eb11e491e3fe13d22653dce51b0f4109101b408 \
-    --hash=sha256:d89dd2b6da69c4fff5e39c28a382199ddedc3a5be5390115608345dec660b9e2 \
-    --hash=sha256:d9beb777a78c331580705326d2367488d5bc473b49a9bc3036c154832520aca9 \
-    --hash=sha256:dc258a761a16daa791081d026f0ed4399b582712e6fc887a95af09df10c5ca57 \
-    --hash=sha256:e14e26956e6f1696070788252dcdff11b4aca4c3e8bd166e0df1bb8f315a67cb \
-    --hash=sha256:e6988e90fcf617da2b5c78902fe8e668361b43b4fe26dbf2d7b0f8034d4cafb9 \
-    --hash=sha256:e711e02f49e176a01d0349d82cb5f05ba4db7d5e7e0defd026328e5cfb3226d3 \
-    --hash=sha256:ea4dedd6e394a9c180b33c2c872b92f7ce0f8e7ad93e9585312b0c5a04777a4a \
-    --hash=sha256:ecc76a9ba2911d8d37ac01de72834d8849e55473457558e12995f4cd53e778e0 \
-    --hash=sha256:f55ba01150f52b1027829b50d70ef1dafd9821ea82905b63936668403c3b471e \
-    --hash=sha256:f653490b33e9c3a4c1c01d41bc2aef08f9475af51146e4a7710c450cf9761598 \
-    --hash=sha256:fa2d1337dc61c8dc417fbccf20f6d1e139896a30721b7f1e832b2bb6ef4eb6c4
+numpy==2.2.4 \
+    --hash=sha256:05c076d531e9998e7e694c36e8b349969c56eadd2cdcd07242958489d79a7286 \
+    --hash=sha256:0d54974f9cf14acf49c60f0f7f4084b6579d24d439453d5fc5805d46a165b542 \
+    --hash=sha256:11c43995255eb4127115956495f43e9343736edb7fcdb0d973defd9de14cd84f \
+    --hash=sha256:188dcbca89834cc2e14eb2f106c96d6d46f200fe0200310fc29089657379c58d \
+    --hash=sha256:1974afec0b479e50438fc3648974268f972e2d908ddb6d7fb634598cdb8260a0 \
+    --hash=sha256:1cf4e5c6a278d620dee9ddeb487dc6a860f9b199eadeecc567f777daace1e9e7 \
+    --hash=sha256:207a2b8441cc8b6a2a78c9ddc64d00d20c303d79fba08c577752f080c4007ee3 \
+    --hash=sha256:218f061d2faa73621fa23d6359442b0fc658d5b9a70801373625d958259eaca3 \
+    --hash=sha256:2aad3c17ed2ff455b8eaafe06bcdae0062a1db77cb99f4b9cbb5f4ecb13c5146 \
+    --hash=sha256:2fa8fa7697ad1646b5c93de1719965844e004fcad23c91228aca1cf0800044a1 \
+    --hash=sha256:31504f970f563d99f71a3512d0c01a645b692b12a63630d6aafa0939e52361e6 \
+    --hash=sha256:3387dd7232804b341165cedcb90694565a6015433ee076c6754775e85d86f1fc \
+    --hash=sha256:4ba5054787e89c59c593a4169830ab362ac2bee8a969249dc56e5d7d20ff8df9 \
+    --hash=sha256:4f92084defa704deadd4e0a5ab1dc52d8ac9e8a8ef617f3fbb853e79b0ea3592 \
+    --hash=sha256:65ef3468b53269eb5fdb3a5c09508c032b793da03251d5f8722b1194f1790c00 \
+    --hash=sha256:6f527d8fdb0286fd2fd97a2a96c6be17ba4232da346931d967a0630050dfd298 \
+    --hash=sha256:7051ee569db5fbac144335e0f3b9c2337e0c8d5c9fee015f259a5bd70772b7e8 \
+    --hash=sha256:7716e4a9b7af82c06a2543c53ca476fa0b57e4d760481273e09da04b74ee6ee2 \
+    --hash=sha256:79bd5f0a02aa16808fcbc79a9a376a147cc1045f7dfe44c6e7d53fa8b8a79392 \
+    --hash=sha256:7a4e84a6283b36632e2a5b56e121961f6542ab886bc9e12f8f9818b3c266bfbb \
+    --hash=sha256:8120575cb4882318c791f839a4fd66161a6fa46f3f0a5e613071aae35b5dd8f8 \
+    --hash=sha256:81413336ef121a6ba746892fad881a83351ee3e1e4011f52e97fba79233611fd \
+    --hash=sha256:8146f3550d627252269ac42ae660281d673eb6f8b32f113538e0cc2a9aed42b9 \
+    --hash=sha256:879cf3a9a2b53a4672a168c21375166171bc3932b7e21f622201811c43cdd3b0 \
+    --hash=sha256:892c10d6a73e0f14935c31229e03325a7b3093fafd6ce0af704be7f894d95687 \
+    --hash=sha256:92bda934a791c01d6d9d8e038363c50918ef7c40601552a58ac84c9613a665bc \
+    --hash=sha256:9ba03692a45d3eef66559efe1d1096c4b9b75c0986b5dff5530c378fb8331d4f \
+    --hash=sha256:9eeea959168ea555e556b8188da5fa7831e21d91ce031e95ce23747b7609f8a4 \
+    --hash=sha256:a0258ad1f44f138b791327961caedffbf9612bfa504ab9597157806faa95194a \
+    --hash=sha256:a761ba0fa886a7bb33c6c8f6f20213735cb19642c580a931c625ee377ee8bd39 \
+    --hash=sha256:a7b9084668aa0f64e64bd00d27ba5146ef1c3a8835f3bd912e7a9e01326804c4 \
+    --hash=sha256:a84eda42bd12edc36eb5b53bbcc9b406820d3353f1994b6cfe453a33ff101775 \
+    --hash=sha256:ab2939cd5bec30a7430cbdb2287b63151b77cf9624de0532d629c9a1c59b1d5c \
+    --hash=sha256:ac0280f1ba4a4bfff363a99a6aceed4f8e123f8a9b234c89140f5e894e452ecd \
+    --hash=sha256:adf8c1d66f432ce577d0197dceaac2ac00c0759f573f28516246351c58a85020 \
+    --hash=sha256:b4adfbbc64014976d2f91084915ca4e626fbf2057fb81af209c1a6d776d23e3d \
+    --hash=sha256:bb649f8b207ab07caebba230d851b579a3c8711a851d29efe15008e31bb4de24 \
+    --hash=sha256:bce43e386c16898b91e162e5baaad90c4b06f9dcbe36282490032cec98dc8ae7 \
+    --hash=sha256:bd3ad3b0a40e713fc68f99ecfd07124195333f1e689387c180813f0e94309d6f \
+    --hash=sha256:c3f7ac96b16955634e223b579a3e5798df59007ca43e8d451a0e6a50f6bfdfba \
+    --hash=sha256:cf28633d64294969c019c6df4ff37f5698e8326db68cc2b66576a51fad634880 \
+    --hash=sha256:d0f35b19894a9e08639fd60a1ec1978cb7f5f7f1eace62f38dd36be8aecdef4d \
+    --hash=sha256:db1f1c22173ac1c58db249ae48aa7ead29f534b9a948bc56828337aa84a32ed6 \
+    --hash=sha256:dbe512c511956b893d2dacd007d955a3f03d555ae05cfa3ff1c1ff6df8851854 \
+    --hash=sha256:df2f57871a96bbc1b69733cd4c51dc33bea66146b8c63cacbfed73eec0883017 \
+    --hash=sha256:e2f085ce2e813a50dfd0e01fbfc0c12bbe5d2063d99f8b29da30e544fb6483b8 \
+    --hash=sha256:e642d86b8f956098b564a45e6f6ce68a22c2c97a04f5acd3f221f57b8cb850ae \
+    --hash=sha256:e9e0a277bb2eb5d8a7407e14688b85fd8ad628ee4e0c7930415687b6564207a4 \
+    --hash=sha256:ea2bb7e2ae9e37d96835b3576a4fa4b3a97592fbea8ef7c3587078b0068b8f09 \
+    --hash=sha256:ee4d528022f4c5ff67332469e10efe06a267e32f4067dc76bb7e2cddf3cd25ff \
+    --hash=sha256:f05d4198c1bacc9124018109c5fba2f3201dbe7ab6e92ff100494f236209c960 \
+    --hash=sha256:f34dc300df798742b3d06515aa2a0aee20941c13579d7a2f2e10af01ae4901ee \
+    --hash=sha256:f4162988a360a29af158aeb4a2f4f09ffed6a969c9776f8f3bdee9b06a8ab7e5 \
+    --hash=sha256:f486038e44caa08dbd97275a9a35a283a8f1d2f0ee60ac260a1790e76660833c \
+    --hash=sha256:f7de08cbe5551911886d1ab60de58448c6df0f67d9feb7d1fb21e9875ef95e91
     # via
     #   h5py
     #   keras
@@ -532,20 +536,27 @@ packaging==25.0 \
     --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
     # via
     #   keras
+    #   pytest
     #   tensorboard
     #   tensorflow
-protobuf==5.29.5 \
-    --hash=sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079 \
-    --hash=sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc \
-    --hash=sha256:470f3af547ef17847a28e1f47200a1cbf0ba3ff57b7de50d22776607cd2ea353 \
-    --hash=sha256:63848923da3325e1bf7e9003d680ce6e14b07e55d0473253a690c3a8b8fd6e61 \
-    --hash=sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5 \
-    --hash=sha256:6f642dc9a61782fa72b90878af134c5afe1917c89a568cd3476d758d3c3a0736 \
-    --hash=sha256:7318608d56b6402d2ea7704ff1e1e4597bee46d760e7e4dd42a3d45e24b87f2e \
-    --hash=sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84 \
-    --hash=sha256:e38c5add5a311f2a6eb0340716ef9b039c1dfa428b28f25a7838ac329204a671 \
-    --hash=sha256:ef91363ad4faba7b25d844ef1ada59ff1604184c0bcd8b39b8a6bef15e1af238 \
-    --hash=sha256:fa18533a299d7ab6c55a238bf8629311439995f2e7eca5caaff08663606e9015
+perfcounters==3.0.1 \
+    --hash=sha256:656b9c739f5dd7595f5b187e93cfcd91958f2afe750ec5c7c1db77f5d960f20d \
+    --hash=sha256:93463d8a9c3abab104feac8e52450ca3902eb6d0ba57f02c231b3b9b4eca975c
+    # via sedpack (pyproject.toml)
+pluggy==1.6.0 \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+    # via pytest
+protobuf==6.31.1 \
+    --hash=sha256:0414e3aa5a5f3ff423828e1e6a6e907d6c65c1d5b7e6e975793d5590bdeecc16 \
+    --hash=sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447 \
+    --hash=sha256:4ee898bf66f7a8b0bd21bce523814e6fbd8c6add948045ce958b73af7e8878c6 \
+    --hash=sha256:6f1227473dc43d44ed644425268eb7c2e488ae245d51c6866d19fe158e207402 \
+    --hash=sha256:720a6c7e6b77288b85063569baae8536671b39f15cc22037ec7045658d80489e \
+    --hash=sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9 \
+    --hash=sha256:8764cf4587791e7564051b35524b72844f845ad0bb011704c3736cce762d8fe9 \
+    --hash=sha256:a40fc12b84c154884d7d4c4ebd675d5b3b5283e155f324049ae396b95ddebc39 \
+    --hash=sha256:d8cac4c982f0b957a4dc73a80e2ea24fab08e679c0de9deb835f4a12d69aca9a
     # via
     #   tensorboard
     #   tensorflow
@@ -553,111 +564,121 @@ pydantic==2.11.1 \
     --hash=sha256:442557d2910e75c991c39f4b4ab18963d57b9b55122c8b2a9cd176d8c29ce968 \
     --hash=sha256:5b6c415eee9f8123a14d859be0c84363fec6b1feb6b688d6435801230b56e0b8
     # via sedpack (pyproject.toml)
-pydantic-core==2.33.0 \
-    --hash=sha256:024d136ae44d233e6322027bbf356712b3940bee816e6c948ce4b90f18471b3d \
-    --hash=sha256:0310524c833d91403c960b8a3cf9f46c282eadd6afd276c8c5edc617bd705dc9 \
-    --hash=sha256:07b4ced28fccae3f00626eaa0c4001aa9ec140a29501770a88dbbb0966019a86 \
-    --hash=sha256:085d8985b1c1e48ef271e98a658f562f29d89bda98bf120502283efbc87313eb \
-    --hash=sha256:0a98257451164666afafc7cbf5fb00d613e33f7e7ebb322fbcd99345695a9a61 \
-    --hash=sha256:0bcf0bab28995d483f6c8d7db25e0d05c3efa5cebfd7f56474359e7137f39856 \
-    --hash=sha256:138d31e3f90087f42aa6286fb640f3c7a8eb7bdae829418265e7e7474bd2574b \
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+    --hash=sha256:bb5882ad329cec0b58f006840be4b981938303de5ec72e61160b66f86515bd58 \
+    --hash=sha256:c1444714e5c04dc20ad8246f8fd32b7ef4aef34f2fc7b349f71ae365ceb51e66 \
+    --hash=sha256:c21506d9761d51972d3408c45e38ab44e7bdd244cc7e1e2fcd4af0cd6322cb33 \
+    --hash=sha256:c59c3cadc8a0ae1ac9bed2d7e78f93e71e5d99bba5f9f121c5d7bd41f1faa89a \
+    --hash=sha256:c6fe9cb158200d9a83a38fed3c2cb6766a98adc5f61940ccdd41a75231762e89 \
+    --hash=sha256:c80e6d594122345b41659e5d5ad9cb5d732d81a1da83c336e1b13f55794abafe \
+    --hash=sha256:ca7d1b95b1bca481fb6a8c0ae684a053eef0d6da9e819f6361fd1da7bc1c54ad \
+    --hash=sha256:ca84244021b9d88bd979cb062c58fe7bd00689371b538284f00582781fd1047e \
+    --hash=sha256:d26e1ba192c3207fa2a3d1e049ad7710ace1f09e67ae70e52495db70292cc12d \
+    --hash=sha256:d38504ecbf67b7fe60ae2db028e1b1a54df92a2b899628c82b3edfe885a88059 \
+    --hash=sha256:d74a8e53545bcfd0515754ece2b018fabfb81c0e49d825f8cc1dba09c911f404 \
+    --hash=sha256:d9cb67f2d7d1f129af7e05dbf4fe209f4df043ea1245086bce2a5ee00ca2f5cc \
+    --hash=sha256:dbec17f32828541af5bcebe0ea124235fc620bb5e5d56bf76e38b5b0ad37299d \
+    --hash=sha256:def02d3a0296a171d6723f97cc135ae827bdaca24c9f0665d23ad6f8096334d1 \
+    --hash=sha256:df50a223e1a8e8a066a806267b11ffc47fd797736ffafa70734629305b1b6fe6 \
+    --hash=sha256:e12b71b0ed28cc751e59653d0415aded476f255984dbf0f99d6880342d1911db \
+    --hash=sha256:e19bb6d38d5259b20de62618928fe33d60c4b15975f891503e0703776d23e9f7 \
+    --hash=sha256:e331d7ec5ec582c5078db948eca25d637c0a7f88a037b5016c48cb7c63f7da2c \
+    --hash=sha256:e3bb7a0d84fea2629d10adcf46470ef48ac786976f6c3130a441a260beb4dbad \
+    --hash=sha256:e3da84e67845c83e88c7e96df3e487a16752753f19241d17e887f1f39b7a851c \
+    --hash=sha256:e7126ea9858f9c23a3ec7cd9ecc18be93d1546fe76bc7b331389caf29c4d411f \
+    --hash=sha256:eae6a05d4612d15ba5e22879b710d770d310dbdac6edc53126b86a3be4fe78b5 \
+    --hash=sha256:ec8ce161786818229e96774f4d9159df80589d89b7bc64f3251c57c3fb133289 \
+    --hash=sha256:edc0c6d41431849c6f2f6301f713af730884136c06613a41fd6778446b5bc7c5 \
+    --hash=sha256:ee4491ebcee7f58054585fedeaca653e9822b97445e9b1700ed29846a963f210 \
+    --hash=sha256:f5ee164fb0be1a56c7639794b400815ce36eeb14cdf0a914527c80481b43b43c \
+    --hash=sha256:f7c7ac737d1544615403e8a98956fc02b7505f713c531eab7c4b265618e82af3 \
+    --hash=sha256:ff39a5611d098fcd821dacdfb01dabb434054867d3df646e7b11981a6770a195 \
+    --hash=sha256:fffe3dd67708719a59e82ae36d6b431e2fb4e11b14f36f173c93e448ba963825
     # via pydantic
 pygments==2.19.1 \
     --hash=sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f \
     --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
     # via rich
+pytest==8.4.0 \
+    --hash=sha256:14d920b48472ea0dbf68e45b96cd1ffda4705f33307dcc86c676c1b5104838a6 \
+    --hash=sha256:f40f825768ad76c0977cbacdf1fd37c6f7a468e460ea6a0636078f8972d4517e
+    # via
+    #   pytest-asyncio
+    #   sedpack (pyproject.toml)
+pytest-asyncio==0.26.0 \
+    --hash=sha256:7b51ed894f4fbea1340262bdae5135797ebbe21d8638978e35d31c6d19f72fb0 \
+    --hash=sha256:c4df2a697648241ff39e7f0e4a73050b03f123f760673956cf0d72a4990e312f
+    # via sedpack (pyproject.toml)
 requests==2.32.4 \
     --hash=sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c \
     --hash=sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422
@@ -666,6 +687,10 @@ rich==14.0.0 \
     --hash=sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0 \
     --hash=sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725
     # via keras
+schema==0.7.7 \
+    --hash=sha256:5d976a5b50f36e74e2157b47097b60002bd4d42e65425fcc9c9befadb4255dde \
+    --hash=sha256:7da553abd2958a19dc2547c388cde53398b39196175a9be59ea1caf5ab0a1807
+    # via sedpack (pyproject.toml)
 semver==3.0.4 \
     --hash=sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746 \
     --hash=sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602
@@ -678,10 +703,12 @@ six==1.17.0 \
     #   google-pasta
     #   tensorboard
     #   tensorflow
-tenacity==9.1.2 \
-    --hash=sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb \
-    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
-    # via sedpack (pyproject.toml)
+tabulate==0.9.0 \
+    --hash=sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+    # via
+    #   perfcounters
+    #   sedpack (pyproject.toml)
 tensorboard==2.19.0 \
     --hash=sha256:5e71b98663a641a7ce8a6e70b0be8e1a4c0c45d48760b076383ac4755c35b9a0
     # via tensorflow
@@ -729,7 +756,9 @@ tensorflow-io-gcs-filesystem==0.37.1 \
 termcolor==3.1.0 \
     --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa \
     --hash=sha256:6a6dd7fbee581909eeec6a756cff1d7f7c376063b14e4a298dc4980309e55970
-    # via tensorflow
+    # via
+    #   sedpack (pyproject.toml)
+    #   tensorflow
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
     --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
@@ -742,11 +771,6 @@ typing-extensions==4.13.1 \
     #   pydantic
     #   pydantic-core
     #   tensorflow
-    #   typing-inspection
-typing-inspection==0.4.1 \
-    --hash=sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51 \
-    --hash=sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28
-    # via pydantic
 urllib3==2.5.0 \
     --hash=sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760 \
     --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
@@ -1065,7 +1089,10 @@ zstandard==0.23.0 \
     --hash=sha256:fe3b385d996ee0822fd46528d9f0443b880d4d05528fd26a9119a54ec3f91c69
     # via sedpack (pyproject.toml)
 
-# WARNING: The following packages were not pinned, but pip requires them to be
-# pinned when the requirements file includes hashes and the requirement is not
-# satisfied by a package already installed. Consider using the --allow-unsafe flag.
-# setuptools
+# The following packages are considered to be unsafe in a requirements file:
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922 \
+    --hash=sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c
+    # via
+    #   tensorboard
+    #   tensorflow
diff --git a/src/sedpack/io/dataset_filler.py b/src/sedpack/io/dataset_filler.py
index 3cd5682e..e20bf196 100644
--- a/src/sedpack/io/dataset_filler.py
+++ b/src/sedpack/io/dataset_filler.py
@@ -21,8 +21,6 @@
 from types import TracebackType
 from typing import Any, Type, TYPE_CHECKING
 
-import tenacity
-
 from sedpack.io.file_info import PathGenerator, FileInfo
 from sedpack.io.shard_file_metadata import ShardInfo, ShardsList, ShardListInfo
 from sedpack.io.shard import Shard
@@ -34,11 +32,6 @@
     from sedpack.io.dataset_writing import DatasetWriting
 
 
-@tenacity.retry(
-    wait=tenacity.wait_random(min=60, max=5 * 60),  # 1 to 5 minutes
-    stop=tenacity.stop_after_attempt(10),
-    reraise=True,
-)
 def _close_shard(shard: Shard) -> ShardInfo:
     """Helper function to close a shard. This can be pickled and thus sent to
     another process.