Comments (2)
Have you tried pg.detour
? Consider the following:
def with_dropout(cls, *args, **kwags):
return Sequential([
cls(*args, **kwargs),
Dropout(0.2)
])
# Under the context manager, all instantiation of `Linear` will be detoured to `with_dropout` function.
# You can insert the context manager at the right place to decide what to replace and what not to.
with pg.detoru([(Linear, with_dropout)]):
mlp = SimpleMLP(48, 32, 128)
mlp.forward(input)
See the doc ofpg.detour
for more details.
Let me know if this works for you.
from pyglove.
This is an interesting solution, thanks!
from pyglove.
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