Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Fix pyre-fixmes in captum/attr/_utils/input_layer_wrapper.py #1452

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Fix pyre-fixmes in captum/attr/_utils/input_layer_wrapper.py #1452

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
22 changes: 10 additions & 12 deletions captum/attr/_utils/input_layer_wrapper.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,9 +3,10 @@
# pyre-strict

import inspect
from typing import Any
from typing import Dict, List

import torch.nn as nn
from torch import Tensor


class InputIdentity(nn.Module):
Expand All @@ -21,9 +22,7 @@ def __init__(self, input_name: str) -> None:
super().__init__()
self.input_name = input_name

# pyre-fixme[3]: Return type must be annotated.
# pyre-fixme[2]: Parameter must be annotated.
def forward(self, x):
def forward(self, x: Tensor) -> Tensor:
return x


Expand Down Expand Up @@ -64,18 +63,17 @@ def __init__(self, module_to_wrap: nn.Module) -> None:
self.module = module_to_wrap

# ignore self
# pyre-fixme[4]: Attribute must be annotated.
self.arg_name_list = inspect.getfullargspec(module_to_wrap.forward).args[1:]
self.arg_name_list: List[str] = inspect.getfullargspec(
module_to_wrap.forward
).args[1:]
self.input_maps = nn.ModuleDict(
{arg_name: InputIdentity(arg_name) for arg_name in self.arg_name_list}
)

# pyre-fixme[3]: Return annotation cannot be `Any`.
# pyre-fixme[2]: Parameter must be annotated.
def forward(self, *args, **kwargs) -> Any:
args = list(args)
for idx, (arg_name, arg) in enumerate(zip(self.arg_name_list, args)):
args[idx] = self.input_maps[arg_name](arg)
def forward(self, *args: str, **kwargs: Dict[str, str]) -> object:
args_list = list(args)
for idx, (arg_name, arg) in enumerate(zip(self.arg_name_list, args_list)):
args_list[idx] = self.input_maps[arg_name](arg)

for arg_name in kwargs.keys():
kwargs[arg_name] = self.input_maps[arg_name](kwargs[arg_name])
Expand Down
Loading