{
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  ],
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    "DownEncoderBlock2D",
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  ],
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  "in_channels": 3,
  "latent_channels": 4,
  "latents_mean": null,
  "latents_std": null,
  "layers_per_block": 2,
  "norm_num_groups": 32,
  "out_channels": 3,
  "sample_size": 512,
  "scaling_factor": 0.13025,
  "shift_factor": null,
  "up_block_types": [
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    "UpDecoderBlock2D",
    "UpDecoderBlock2D",
    "UpDecoderBlock2D"
  ],
  "use_post_quant_conv": true,
  "use_quant_conv": true
}