The number of output channels for each block in the encoder.
decoder_block_out_channels (`Tuple[int, ...]`, defaults to `(128, 256, 512, 512, 1024, 1024)`):
The number of output channels for each block in the decoder.
encoder_layers_per_block (`Tuple[int]`, defaults to `(2, 2, 2, 3, 3, 3)`):
The number of layers per block in the encoder.
decoder_layers_per_block (`Tuple[int]`, defaults to `(3, 3, 3, 3, 3, 3)`):
The number of layers per block in the decoder.