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Large values for saliency of uninitialized Inception_v3 #21

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AsimJalwana opened this issue Oct 22, 2020 · 0 comments
Open

Large values for saliency of uninitialized Inception_v3 #21

AsimJalwana opened this issue Oct 22, 2020 · 0 comments

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@AsimJalwana
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AsimJalwana commented Oct 22, 2020

Hi,

There is something strange that happens when one used the torchvision inception_v3 model (pretrained=False), the resultant saliency map has very large values (order of 10^8).

Saliency Algorithm: Guided Back Propagation (from torchray.attribution.guided_backprop import guided_backprop)

Such randomization of weights helps to perform sanity checks.

Regards,
Asim

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