{ "header": "A model architecture for 256^3 brains with 5 decoders, where dilation in each is structured as 16->8->4->2->1", "bnorm": true, "gelu": true, "dropout_p": 0, "layers": [ { "in_channels": -1, "out_channels": 5, "kernel_size": 3, "padding": 16, "stride": 1, "dilation": 16 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 8, "stride": 1, "dilation": 8 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 4, "stride": 1, "dilation": 4 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 2, "stride": 1, "dilation": 2 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 1, "stride": 1, "dilation": 1 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 16, "stride": 1, "dilation": 16 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 8, "stride": 1, "dilation": 8 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 4, "stride": 1, "dilation": 4 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 2, "stride": 1, "dilation": 2 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 1, "stride": 1, "dilation": 1 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 16, "stride": 1, "dilation": 16 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 8, "stride": 1, "dilation": 8 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 4, "stride": 1, "dilation": 4 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 2, "stride": 1, "dilation": 2 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 1, "stride": 1, "dilation": 1 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 16, "stride": 1, "dilation": 16 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 8, "stride": 1, "dilation": 8 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 4, "stride": 1, "dilation": 4 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 2, "stride": 1, "dilation": 2 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 1, "stride": 1, "dilation": 1 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 16, "stride": 1, "dilation": 16 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 8, "stride": 1, "dilation": 8 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 4, "stride": 1, "dilation": 4 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 2, "stride": 1, "dilation": 2 }, { "in_channels": 5, "out_channels": 5, "kernel_size": 3, "padding": 1, "stride": 1, "dilation": 1 }, { "in_channels": 5, "out_channels": -1, "kernel_size": 1, "padding": 0, "stride": 1, "dilation": 1 } ] }