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19 changes: 9 additions & 10 deletions colossalai/fx/passes/split_module.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,10 @@
import inspect
from typing import Any, Callable, Dict, List, Optional

import torch
from torch.fx.graph_module import GraphModule
from typing import Callable, List, Dict, Any, Optional
from torch.fx._compatibility import compatibility
from packaging import version
import inspect
from torch.fx._compatibility import compatibility
from torch.fx.graph_module import GraphModule


@compatibility(is_backward_compatible=True)
Expand Down Expand Up @@ -38,7 +39,7 @@ def split_module(
m: GraphModule,
root_m: torch.nn.Module,
split_callback: Callable[[torch.fx.node.Node], int],
merge_output = False,
merge_output=False,
):
"""
Adapted from https://github.com/pytorch/pytorch/blob/master/torch/fx/passes/split_module.py
Expand Down Expand Up @@ -132,10 +133,8 @@ def record_cross_partition_use(def_node: torch.fx.node.Node,
use_partition.inputs.setdefault(def_node.name)
if def_partition_name is not None:
use_partition.partitions_dependent_on.setdefault(def_partition_name)

def record_output(
def_node: torch.fx.node.Node, use_node: Optional[torch.fx.node.Node]
): # noqa: B950

def record_output(def_node: torch.fx.node.Node, use_node: Optional[torch.fx.node.Node]): # noqa: B950
def_partition_name = getattr(def_node, "_fx_partition", None)
use_partition_name = getattr(use_node, "_fx_partition", None)
if def_partition_name != use_partition_name:
Expand Down Expand Up @@ -291,7 +290,7 @@ def record_output(

for partition_name in sorted_partitions:
partition = partitions[partition_name]

new_gm = torch.fx.graph_module.GraphModule(base_mod_attrs, base_mod_graph)

return new_gm