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t-vi avatar t-vi commented on July 17, 2024

Thank you for sharing your experience. Which notebook are you using and where did you need to add it?

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fsalmasri avatar fsalmasri commented on July 17, 2024

https://github.com/t-vi/pytorch-tvmisc/blob/master/wasserstein-distance/Pytorch_Wasserstein.ipynb

I'm testing it on histogram distance. but I'm not sure it could help unless I found a way to make it work on minibatches. right now the value is on all the stack as I see.

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t-vi avatar t-vi commented on July 17, 2024

The numerical stability of the batch approach there is not so good. I did implement a better way at some point but never got around to publishing it.

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fsalmasri avatar fsalmasri commented on July 17, 2024

maybe I can test it on a single minibatch tho, what I have seen until now that it is very slow funciton and maybe need to be implemented differently such as converting most of the functions into kernels.

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t-vi avatar t-vi commented on July 17, 2024

So the updated notebook explicitly handles batches. :)

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