diff --git a/fbgemm_gpu/test/test_utils.py b/fbgemm_gpu/test/test_utils.py
index 7ae5974da6..d3d03d0532 100644
--- a/fbgemm_gpu/test/test_utils.py
+++ b/fbgemm_gpu/test/test_utils.py
@@ -10,9 +10,10 @@
 import os
 import subprocess
 import unittest
+from collections.abc import Callable, Generator
 from contextlib import contextmanager
 from functools import wraps
-from typing import Any, Callable, Optional, Union
+from typing import Any
 
 import fbgemm_gpu
 import hypothesis.strategies as st
@@ -27,8 +28,7 @@
 
 # Skip pt2 compliant tag test for certain operators
 # TODO: remove this once the operators are pt2 compliant
-# pyre-ignore
-additional_decorators: dict[str, list[Callable]] = {
+additional_decorators: dict[str, list[Callable[..., Any]]] = {
     # vbe_generate_metadata_cpu return different values from vbe_generate_metadata_meta
     # this fails fake_tensor test as the test expects them to be the same
     # fake_tensor test is added in failures_dict but failing fake_tensor test still cause pt2_compliant tag test to fail
@@ -115,14 +115,12 @@ class optests:
     #     ...
     #
     @staticmethod
-    # pyre-ignore[3]
     def generate_opcheck_tests(
-        test_class: Optional[unittest.TestCase] = None,
+        test_class: unittest.TestCase | None = None,
         *,
         fast: bool = False,
-        # pyre-ignore[24]: Generic type `Callable` expects 2 type parameters.
-        additional_decorators: Optional[dict[str, Callable]] = None,
-    ):
+        additional_decorators: dict[str, Callable[..., Any]] | None = None,
+    ) -> unittest.TestCase | Callable[[unittest.TestCase], unittest.TestCase]:
         if additional_decorators is None:
             additional_decorators = {}
 
@@ -176,8 +174,9 @@ def is_inside_opcheck_mode() -> bool:
         return optests.is_inside_opcheck_mode()
 
     @staticmethod
-    # pyre-ignore[3]
-    def dontGenerateOpCheckTests(reason: str):
+    def dontGenerateOpCheckTests(
+        reason: str,
+    ) -> Callable[[Callable[..., Any]], Callable[..., Any]]:
         if hasattr(fbgemm_gpu, "open_source"):
             return lambda fun: fun
         import torch.testing._internal.optests as optests
@@ -187,10 +186,10 @@ def dontGenerateOpCheckTests(reason: str):
 
 class TestSuite(unittest.TestCase):
     @contextmanager
-    # pyre-ignore[2]
-    def assertNotRaised(self, exc_type) -> None:
+    def assertNotRaised(
+        self, exc_type: type[BaseException]
+    ) -> Generator[None, None, None]:
         try:
-            # pyre-ignore[7]
             yield None
         except exc_type as e:
             raise self.failureException(e)
@@ -200,10 +199,8 @@ def assertNotRaised(self, exc_type) -> None:
 # The problem with just torch.autograd.gradcheck is that it results in
 # very slow tests when composed with generate_opcheck_tests.
 def gradcheck(
-    # pyre-ignore[24]: Generic type `Callable` expects 2 type parameters.
-    f: Callable,
-    # pyre-ignore[2]
-    inputs: Union[torch.Tensor, tuple[Any, ...]],
+    f: Callable[..., Any],
+    inputs: torch.Tensor | tuple[Any, ...],
     *args: Any,
     **kwargs: Any,
 ) -> None:
@@ -241,14 +238,12 @@ def gpu_memory_lt_gb(x: int) -> tuple[bool, str]:
     )
 
 
-# pyre-fixme[3]: Return annotation cannot be `Any`.
-def skipIfRocm(reason: str = "Test currently doesn't work on the ROCm stack") -> Any:
-    # pyre-fixme[3]: Return annotation cannot be `Any`.
-    # pyre-fixme[24]: Generic type `Callable` expects 2 type parameters.
-    def decorator(fn: Callable) -> Any:
+def skipIfRocm(
+    reason: str = "Test currently doesn't work on the ROCm stack",
+) -> Callable[[Callable[..., None]], Callable[..., None]]:
+    def decorator(fn: Callable[..., None]) -> Callable[..., None]:
         @wraps(fn)
-        # pyre-fixme[3]: Return annotation cannot be `Any`.
-        def wrapper(*args: Any, **kwargs: Any) -> Any:
+        def wrapper(*args: Any, **kwargs: Any) -> None:
             if TEST_WITH_ROCM:
                 raise unittest.SkipTest(reason)
             else:
@@ -259,16 +254,12 @@ def wrapper(*args: Any, **kwargs: Any) -> Any:
     return decorator
 
 
-# pyre-fixme[3]: Return annotation cannot be `Any`.
 def skipIfNotRocm(
     reason: str = "Test currently doesn work only on the ROCm stack",
-) -> Any:
-    # pyre-fixme[3]: Return annotation cannot be `Any`.
-    # pyre-fixme[24]: Generic type `Callable` expects 2 type parameters.
-    def decorator(fn: Callable) -> Any:
+) -> Callable[[Callable[..., None]], Callable[..., None]]:
+    def decorator(fn: Callable[..., None]) -> Callable[..., None]:
         @wraps(fn)
-        # pyre-fixme[3]: Return annotation cannot be `Any`.
-        def wrapper(*args: Any, **kwargs: Any) -> Any:
+        def wrapper(*args: Any, **kwargs: Any) -> None:
             if TEST_WITH_ROCM:
                 fn(*args, **kwargs)
             else: