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{
"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"]
}