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Manually create repr for partial hooks #845

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Merged
bryce13950 merged 1 commit into from
Feb 3, 2025
Merged

Manually create repr for partial hooks #845

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10 changes: 7 additions & 3 deletions transformer_lens/hook_points.py
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Original file line number Diff line number Diff line change
Expand Up @@ -108,9 +108,13 @@ def full_hook(
module_output = module_output[0]
return hook(module_output, hook=self)

full_hook.__name__ = (
hook.__repr__()
) # annotate the `full_hook` with the string representation of the `hook` function
# annotate the `full_hook` with the string representation of the `hook` function
if isinstance(hook, partial):
# partial.__repr__() can be extremely slow if arguments contain large objects, which
# is common when caching tensors.
full_hook.__name__ = f"partial({hook.func.__repr__()},...)"
else:
full_hook.__name__ = hook.__repr__()

if dir == "fwd":
pt_handle = self.register_forward_hook(full_hook)
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