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Refactored _remove_auto_functionalization_from_graph_helper #125180

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Refactored _remove_auto_functionalization_from_graph_helper #125180

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Refactored _remove_auto_functionalization_from_graph_helper
jainapurva Apr 29, 2024
bb9302f
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jainapurva Apr 29, 2024
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jainapurva Apr 30, 2024
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8 changes: 3 additions & 5 deletions torch/export/_remove_auto_functionalized_pass.py
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Original file line number Diff line number Diff line change
Expand Up @@ -43,14 +43,12 @@ def _remove_auto_functionalization_from_graph_helper(ep, auto_functionalize_node
)

# If the result of getitem was used in an output node, update the output spec with the correct name
adusted_index = user.args[1] - len(func._schema.returns)
original_arg = original_kwargs[mutable_args_names[adusted_index]]
adjusted_index = user.args[1] - len(func._schema.returns)
original_arg = original_kwargs[mutable_args_names[adjusted_index]]

# This is a little fragile/implementation dependent, but the order of the mutable args is the same as the order
# of the getitem calls following the HOP.
user.replace_all_uses_with(
original_kwargs[mutable_args_names[adusted_index]]
)
user.replace_all_uses_with(original_arg)

if len(func._schema.returns) == 1:
# If the function has 1 return then it will just directly return the
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