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Prepare for "Fix type-safety of torch.nn.Module instances": fbcode/p*
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Summary: See D52890934

Differential Revision: D66235323
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ezyang authored and facebook-github-bot committed Nov 20, 2024
1 parent 72a32af commit 543352c
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Showing 2 changed files with 6 additions and 1 deletion.
5 changes: 4 additions & 1 deletion captum/attr/_core/feature_ablation.py
Original file line number Diff line number Diff line change
Expand Up @@ -808,7 +808,10 @@ def _construct_ablated_input(
current_mask = current_mask.to(expanded_input.device)
assert baseline is not None, "baseline must be provided"
ablated_tensor = (
expanded_input * (1 - current_mask).to(expanded_input.dtype)
expanded_input
* (1 - current_mask).to(expanded_input.dtype)
# pyre-fixme[58]: `*` is not supported for operand types `Union[None, float,
# Tensor]` and `Tensor`.
) + (baseline * current_mask.to(expanded_input.dtype))
return ablated_tensor, current_mask

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2 changes: 2 additions & 0 deletions captum/attr/_core/occlusion.py
Original file line number Diff line number Diff line change
Expand Up @@ -323,6 +323,8 @@ def _construct_ablated_input(
torch.ones(1, dtype=torch.long, device=expanded_input.device)
- input_mask
).to(expanded_input.dtype)
# pyre-fixme[58]: `*` is not supported for operand types `Union[None, float,
# Tensor]` and `Tensor`.
) + (baseline * input_mask.to(expanded_input.dtype))
return ablated_tensor, input_mask

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