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What is BPD performance?

Open GloryyrolG opened this issue 3 years ago • 1 comments

Hi Polina,

Did you report any BPD (bit per dimension) or log-likelihood performance of the model trained by the scripts? E.g., that of Glow trained on CIFAR-10.

Thanks.

GloryyrolG avatar May 17 '21 01:05 GloryyrolG

As what is reported in the paper "Do deep generative model know what they don't know", their smaller but still effective Glow achieves 3.46 BPD compared to 3.35 BPD SotA in the original paper. But I just feel like it is difficult for me to get such performance using 8 ACLs (affine coupling layer)...

GloryyrolG avatar May 17 '21 02:05 GloryyrolG