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It seems to me there is no reason why LayerLRP is restricted to lists only. It seems any ordered iterable should do the trick here. I would like us to be able to run LayerLRP with a tuple directly.
Motivation
This avoid a confusing error I encountered, namely:
File "/home/allar/code/gfn-explain/scripts/experiments/complex_nn/inception/r_captum.py", line 74, in main
layer_vals = layer_explainer.attribute(
File "/home/allar/.pyenv/versions/gfn/lib/python3.10/site-packages/captum/attr/_core/layer/layer_lrp.py", line 233, in attribute
relevances = self._get_output_relevance(output)
File "/home/allar/.pyenv/versions/gfn/lib/python3.10/site-packages/captum/attr/_core/layer/layer_lrp.py", line 282, in _get_output_relevance
return self._get_single_output_relevance(self.layer, output)
File "/home/allar/.pyenv/versions/gfn/lib/python3.10/site-packages/captum/attr/_core/layer/layer_lrp.py", line 258, in _get_single_output_relevance
normalized_relevances = layer.rule.relevance_output
AttributeError: 'tuple' object has no attribute 'rule'
Pitch
Simply add checks / modify the if statements of the class where there is a type check for list to account for tuples also.
Alternatives
N/A
Additional context
N/A
The text was updated successfully, but these errors were encountered:
🚀 Feature
It seems to me there is no reason why LayerLRP is restricted to lists only. It seems any ordered iterable should do the trick here. I would like us to be able to run LayerLRP with a tuple directly.
Motivation
This avoid a confusing error I encountered, namely:
Pitch
Simply add checks / modify the if statements of the class where there is a type check for list to account for tuples also.
Alternatives
N/A
Additional context
N/A
The text was updated successfully, but these errors were encountered: