Files
pytorch/tools/autograd/context.py
Yuanyuan Chen b2953f5643 [9/N] Apply ruff UP035 rule (#165515)
This is follow-up of #165214 to continue applying ruff UP035 rule to the code base.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165515
Approved by: https://github.com/Lucaskabela
2025-10-17 00:09:51 +00:00

32 lines
954 B
Python

import functools
from collections.abc import Callable
from torchgen.api.autograd import NativeFunctionWithDifferentiabilityInfo as NFWDI
from torchgen.context import native_function_manager
from torchgen.utils import T
# Like tools.api.context.with_native_function, but for
# NativeFunctionWithDifferentiabilityInfo.
def with_native_function_with_differentiability_info(
func: Callable[[NFWDI], T],
) -> Callable[[NFWDI], T]:
@functools.wraps(func)
def wrapper(f: NFWDI) -> T:
with native_function_manager(f.func):
return func(f)
return wrapper
# Like the above but with an additional dispatch key string argument
def with_native_function_with_differentiability_info_and_key(
func: Callable[[NFWDI, str], T],
) -> Callable[[NFWDI, str], T]:
@functools.wraps(func)
def wrapper(f: NFWDI, key: str) -> T:
with native_function_manager(f.func):
return func(f, key)
return wrapper