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result not reproduced by taking gradient wrt logit and flipping sign #124

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avani17101 opened this issue Dec 19, 2021 · 1 comment
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@avani17101
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I had the same doubt as #83 #107 #41
I flipped the sign for tcav calc (< changed to >)and took gradient wrt logit(unnormalized output of network, self.pred).
Still, I am not getting the same tcav scores as when grad wrt loss and tcav calc sign being <

Why is this happening? @BeenKim ?

@avani17101
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So the output for importance of zebra in inception network when wrt loss and < sign
image
whereas when wrt output and > sign I get this
image

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