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imagenet.ckpt

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-size 980092370

imagenet.yaml

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-model:
-  base_learning_rate: 4.5e-06
-  target: taming.models.vqgan.VQModel
-  params:
-    embed_dim: 256
-    n_embed: 16384
-    monitor: val/rec_loss
-    ddconfig:
-      double_z: false
-      z_channels: 256
-      resolution: 256
-      in_channels: 3
-      out_ch: 3
-      ch: 128
-      ch_mult:
-      - 1
-      - 1
-      - 2
-      - 2
-      - 4
-      num_res_blocks: 2
-      attn_resolutions:
-      - 16
-      dropout: 0.0
-    lossconfig:
-      target: taming.modules.losses.vqperceptual.VQLPIPSWithDiscriminator
-      params:
-        disc_conditional: false
-        disc_in_channels: 3
-        disc_start: 0
-        disc_weight: 0.75
-        disc_num_layers: 2
-        codebook_weight: 1.0
-

vqgan_only.pt

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vqgan_only.yaml

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-model:
-  target: taming.models.vqgan.VQModel
-  params:
-    embed_dim: 256
-    n_embed: 1024
-    ddconfig:
-      double_z: false
-      z_channels: 256
-      resolution: 256
-      in_channels: 3
-      out_ch: 3
-      ch: 128
-      ch_mult:
-      - 1
-      - 1
-      - 2
-      - 2
-      - 4
-      num_res_blocks: 2
-      attn_resolutions:
-      - 16
-      dropout: 0.0
-    lossconfig:
-      target: taming.modules.losses.vqperceptual.DummyLoss
-data:
-  target: cutlit.DataModuleFromConfig
-  params:
-    batch_size: 24
-    num_workers: 24
-    train:
-      target: taming.data.faceshq.CelebAHQTrain
-      params:
-        size: 256
-    validation:
-      target: taming.data.faceshq.CelebAHQValidation
-      params:
-        size: 256