{
  "_class_name": "AutoencoderKLWithLoss",
  "_ppdiffusers_version": "0.9.0",
  "act_fn": "silu",
  "block_out_channels": [
    128,
    256,
    512,
    512
  ],
  "disc_conditional": false,
  "disc_factor": 1.0,
  "disc_in_channels": 3,
  "disc_loss": "hinge",
  "disc_num_layers": 3,
  "disc_start": 50001,
  "disc_weight": 0.5,
  "down_block_out_channels": null,
  "down_block_types": [
    "DownEncoderBlock2D",
    "DownEncoderBlock2D",
    "DownEncoderBlock2D",
    "DownEncoderBlock2D"
  ],
  "in_channels": 3,
  "input_size": [
    256,
    256
  ],
  "kl_weight": 1e-06,
  "latent_channels": 4,
  "layers_per_block": 2,
  "logvar_init": 0.0,
  "norm_num_groups": 32,
  "out_channels": 3,
  "perceptual_weight": 1.0,
  "pixelloss_weight": 1.0,
  "sample_size": 512,
  "up_block_out_channels": [
    128,
    256,
    256,
    256,
    512
  ],
  "up_block_types": [
    "UpDecoderBlock2D",
    "UpDecoderBlock2D",
    "UpDecoderBlock2D",
    "UpDecoderBlock2D",
    "UpDecoderBlock2D"
  ],
  "use_actnorm": false
}
