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[TVMScript] Better Type Annotation for TIR OP #17107

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Merged
tqchen merged 1 commit into from
Jun 20, 2024
Merged

[TVMScript] Better Type Annotation for TIR OP #17107

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32 changes: 25 additions & 7 deletions python/tvm/script/ir_builder/tir/ir.py
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Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@
import functools
import inspect
from numbers import Integral
import sys
from typing import Any, Callable, Dict, List, Optional, Tuple, Union

# isort: off
Expand Down Expand Up @@ -1764,14 +1765,31 @@ def f():
# pylint: disable=invalid-name


def _op_wrapper(func):
@functools.wraps(func)
def wrapped(*args, **kwargs):
if "dtype" in kwargs:
kwargs.pop("dtype")
return func(*args, **kwargs)
if sys.version_info >= (3, 10):
from typing import ParamSpec, TypeVar # pylint: disable=import-error

return wrapped
T = TypeVar("T")
P = ParamSpec("P")

def _op_wrapper(func: Callable[P, T]) -> Callable[P, T]:
@functools.wraps(func)
def wrapped(*args, **kwargs) -> T:
if "dtype" in kwargs:
kwargs.pop("dtype")
return func(*args, **kwargs)

return wrapped

else:

def _op_wrapper(func):
@functools.wraps(func)
def wrapped(*args, **kwargs):
if "dtype" in kwargs:
kwargs.pop("dtype")
return func(*args, **kwargs)

return wrapped


abs = _op_wrapper(_tir_op.abs) # pylint: disable=redefined-builtin
Expand Down