{
  "sample_size": 128,
  "in_channels": 3,
  "out_channels": 3,
  "layers_per_block": 2,
  "block_out_channels": [128, 128, 256, 256, 512, 512],
  "down_block_types": [
    "DownBlock2D",
    "DownBlock2D",
    "DownBlock2D",
    "DownBlock2D",
    "AttnDownBlock2D",
    "DownBlock2D"
  ],
  "up_block_types": [
    "UpBlock2D",
    "AttnUpBlock2D",
    "UpBlock2D",
    "UpBlock2D",
    "UpBlock2D",
    "UpBlock2D"
  ]
}