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Image Generation

Compare some image generation models.

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Results

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Train Subset

path split step fid
logs/cifar10/dc-vq-vae-gan/1673339840 train_200 10000 205.634
logs/cifar10/dc-vq-vae-perc-gan/1673404674 train_200 10000 205.701
logs/cifar10/dc-vae-pic-gan/1673335478 train_200 10000 220.968
logs/cifar10/dc-vae-gan/1673341055 train_200 10000 223.802
logs/cifar10/dc-gan/1673336477 train_200 8000 233.425
logs/cifar10/dc-vae/1673339069 train_200 10000 294.739
logs/cifar10/dc-vae-pic/1673338278 train_200 2000 306.798
logs/cifar10/dc-vq-vae/1673337406 train_200 8000 308.909

Test set

path split step fid
logs/cifar10/dc-vq-vae-perc-gan/1673404674 test 10000 114.352
logs/cifar10/dc-vq-vae-gan/1673339840 test 8000 116.086
logs/cifar10/dc-vae-pic-gan/1673335478 test 10000 150.127
logs/cifar10/dc-vae-gan/1673341055 test 10000 158.812
logs/cifar10/dc-gan/1673336477 test 10000 164.936
logs/cifar10/dc-vae/1673339069 test 10000 243.624
logs/cifar10/dc-vq-vae/1673337406 test 10000 256.828
logs/cifar10/dc-vae-pic/1673338278 test 2000 267.614

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Compare some image generation models.

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