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modelAE.json
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modelAE.json
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{
"header": "Autoencoder-like architecture for 256^3 brains",
"bnorm": true,
"gelu": true,
"dropout_p": 0,
"layers": [
{
"in_channels": -1,
"out_channels": 5,
"kernel_size": 3,
"padding": 1,
"stride": 1,
"dilation": 1
},
{
"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": 4,
"stride": 1,
"dilation": 4
},
{
"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": 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
}
]
}