This code requires version 0.4.0 of pytorch.
This code trains a VAE on BinaryMNIST based on https://github.com/pytorch/examples/tree/master/vae
To train a classic VAE with continuous latent variables:
python train_vae.pyTo train a VAE with reinforce (20 latent variables with each 256 categories):
python train_reinforce_vae.pyTo train a VAE with reinforce (20 latent variables with each 256 categories):
python train_gumbel_vae.py
I just start to learn VAE and try to preform some code about VAE with discrete latent variable. I don't know how to write the loss function , and I find your way :
Loss function.
Is it a standard method? Any trick here? Could you explain it or just give me some material. Thanks a lot.
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