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Vae baseline new#131

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Commits on Oct 17, 2019

• Formatting.

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• Format with black.

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Commits on Oct 21, 2019

• VAE baseline.

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• VAE baseline

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• Forgot to add files before committing...

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• Run black... again

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• Run black... again again

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• Log images with wandb.

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• Remove unused imports.

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Commits on Oct 24, 2019

• Pretrain on KMNIST

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• Call main in start_vae

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• Remove clamping during evaluation.

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• Don't normalize celeba.

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Commits on Oct 25, 2019

• Parition encoding.

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• Hyphens in CL arguments.

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• Corrected sizes in tensor splitting.

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Commits on Oct 28, 2019

• Don't allow gradients of reconstruction loss to flow through zs partition.

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• Recon not defined in VAE routine.

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• Recon loss argument.

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• Rewrite validation to match training.

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• Typo.

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• Correct validation procedure.

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Commits on Oct 29, 2019

• Don't include zs in ELBO.

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• Revert previous change.

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• Update discriminator's weights.

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• Stop gradient in kl.

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• Error in cat.

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• Remove stop grad in kl computation.

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• Prelearn s.

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• Fix s after pretraining.

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• Set loss instead of compound.

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• Logging.

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• Remove zs pretraining.

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• Missing brackets.

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Commits on Oct 30, 2019

• Log s-inverted and mean images.

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• Log all images to wandb.

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• Correctly zero out s to obtain reconstructions if not partitioning.

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