Skip to content

[Relax][PyTorch] Add support for torch.nn.functional.max_pool2d #17189

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

Merged
merged 2 commits into from
Jul 24, 2024
Merged

[Relax][PyTorch] Add support for torch.nn.functional.max_pool2d #17189

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
e686704
add a testcase for call_function
mshr-h Jul 23, 2024
33c857a
add maxpool2d to call_function
mshr-h Jul 23, 2024
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
1 change: 1 addition & 0 deletions python/tvm/relax/frontend/torch/fx_translator.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -1476,6 +1476,7 @@ def create_convert_map(self):
"getitem": self._getitem,
"contiguous": lambda node: self.env[node.args[0]],
"to": self._to,
"max_pool2d": self._max_pool2d,
"avg_pool2d": self._avg_pool2d,
"adaptive_avg_pool2d": self._adaptive_avg_pool2d(is_module=False),
"layer_norm": self._layer_norm,
Expand Down
8 changes: 8 additions & 0 deletions tests/python/relax/test_frontend_from_fx.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -796,6 +796,13 @@ def __init__(self):
def forward(self, input):
return self.pool(input)

class MaxPool2d_functional(Module):
def __init__(self):
super().__init__()

def forward(self, input):
return torch.nn.functional.max_pool2d(input, kernel_size=[1, 1])

@tvm.script.ir_module
class expected1:
@R.function
Expand Down Expand Up @@ -876,6 +883,7 @@ def main(
return gv

verify_model(MaxPool2d(), input_info, {}, expected1)
verify_model(MaxPool2d_functional(), input_info, {}, expected1)
verify_model(MaxPool2d2(), input_info, {}, expected2)
verify_model(MaxPool2d3(), input_info, {}, expected3)

Expand Down