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change TCAV to use captum/_utils/fb/av.py #747

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change TCAV to use captum/_utils/fb/av.py #747

wants to merge 1 commit into from

Commits on Sep 25, 2021

  1. change TCAV to use captum/_utils/fb/av.py 

    Summary:
AV.load now returns a Dataset, not a DataLoader
Also, activations for a single layer and multiple concepts are no longer stored as a single DataLoader (which also generates labels).  Instead, they are stored as a list of Datasets (not DataLoaders).  This list is used to create a Dataset (not DataLoader) that also generates labels.  I think it is better to pass around Datasets for as long as possible, because they are more flexible.

Reviewed By: NarineK

Differential Revision: D30566560

fbshipit-source-id: ce78151cf94dac2bfb51f34add1bc51dd0369887
    @99warriors @facebook-github-bot
    99warriors authored and facebook-github-bot committed Sep 25, 2021
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