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Auto Encoders in PyTorch

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Thank you for the nice tutorial and the implementation of VAE. I just wonder the reason why the calculated KLD loss was divided by 128*784. line 106: KLD /= 128...

How to load custom 2K images instead of MNIST dataset in pytorch then apply autoencoder on that one?