{
  "_class_name": "UNetModel",
  "attn_resolutions": [
    16
  ],
  "down_blocks": ["UNetResDownBlock2D", "UNetResDownBlock2D", "UNetResDownBlock2D", "UNetResDownBlock2D", "UNetResAttnDownBlock2D", "UNetResDownBlock2D"],
  "up_blocks": ["UNetResUpBlock2D", "UNetResAttnUpBlock2D", "UNetResUpBlock2D", "UNetResUpBlock2D", "UNetResUpBlock2D", "UNetResUpBlock2D"],
  "conv_resample": true,
  "downsample_padding": 0,
  "num_head_channels": null,
  "ch": 128,
  "ch_mult": [
    1,
    1,
    2,
    2,
    4,
    4
  ],
  "block_channels": [128, 128, 256, 256, 512, 512],
  "resnet_eps": 1e-6,
  "flip_sin_to_cos": false,
  "downscale_freq_shift": 1,
  "dropout": 0.0,
  "in_channels": 3,
  "name_or_path": "./ddpm-lsun-church/",
  "num_res_blocks": 2,
  "out_ch": 3,
  "out_channels": 3,
  "resamp_with_conv": true,
  "resolution": 256,
  "image_size": 256,
  "ddpm": true
}