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import contextlib
from typing import Callable, List, TYPE_CHECKING
if TYPE_CHECKING:
import torch
# Executed in the order they're registered
INTERMEDIATE_HOOKS: List[Callable[[str, "torch.Tensor"], None]] = []
@contextlib.contextmanager
def intermediate_hook(fn):
INTERMEDIATE_HOOKS.append(fn)
try:
yield
finally:
INTERMEDIATE_HOOKS.pop()
def run_intermediate_hooks(name, val):
global INTERMEDIATE_HOOKS
hooks = INTERMEDIATE_HOOKS
INTERMEDIATE_HOOKS = []
try:
for hook in hooks:
hook(name, val)
finally:
INTERMEDIATE_HOOKS = hooks