deepdewedge-tutorial / construction.json
Daniele Picone
Refresh DeepDeWedge tutorial checkpoint to format 2
b9502f4
Raw
History Blame Contribute Delete
37.9 kB
{
"fingerprint": "sha256:644b162de70d014f9273c992fd583ee4fdfb8ae425a35fba26b3fbd41d560f28",
"kind": "scitomo_network_construction",
"program": {
"inputs": [
{
"channels": 1,
"leading_dimensions": "flatten_to_batch",
"minimum_spatial_shape": [
8,
8,
8
],
"name": "input",
"spatial_divisibility": [
8,
8,
8
],
"spatial_rank": 3
}
],
"kind": "scitomo_network_program",
"modules": [
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_0_conv_0",
"in_channels": 1,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 64,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 64,
"eps": 1e-05,
"id": "down_0_norm_0",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_0_conv_1",
"in_channels": 64,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 64,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 64,
"eps": 1e-05,
"id": "down_0_norm_1",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_0_conv_2",
"in_channels": 64,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 64,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 64,
"eps": 1e-05,
"id": "down_0_norm_2",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "downsample_0",
"in_channels": 64,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 64,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
2,
2,
2
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_1_conv_0",
"in_channels": 64,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 128,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 128,
"eps": 1e-05,
"id": "down_1_norm_0",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_1_conv_1",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 128,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 128,
"eps": 1e-05,
"id": "down_1_norm_1",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_1_conv_2",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 128,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 128,
"eps": 1e-05,
"id": "down_1_norm_2",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "downsample_1",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 128,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
2,
2,
2
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_2_conv_0",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 256,
"eps": 1e-05,
"id": "down_2_norm_0",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_2_conv_1",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 256,
"eps": 1e-05,
"id": "down_2_norm_1",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "down_2_conv_2",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 256,
"eps": 1e-05,
"id": "down_2_norm_2",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "downsample_2",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
2,
2,
2
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "bottleneck_conv_0",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 512,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "bottleneck_conv_1",
"in_channels": 512,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "upsample_0",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv_transpose3d",
"out_channels": 256,
"output_padding": [
1,
1,
1
],
"padding": [
1,
1,
1
],
"primitive_version": 1,
"stride": [
2,
2,
2
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_0_conv_0",
"in_channels": 512,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 256,
"eps": 1e-05,
"id": "up_0_norm_0",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_0_conv_1",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 256,
"eps": 1e-05,
"id": "up_0_norm_1",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_0_conv_2",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 256,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 256,
"eps": 1e-05,
"id": "up_0_norm_2",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "upsample_1",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv_transpose3d",
"out_channels": 128,
"output_padding": [
1,
1,
1
],
"padding": [
1,
1,
1
],
"primitive_version": 1,
"stride": [
2,
2,
2
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_1_conv_0",
"in_channels": 256,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 128,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 128,
"eps": 1e-05,
"id": "up_1_norm_0",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_1_conv_1",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 128,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 128,
"eps": 1e-05,
"id": "up_1_norm_1",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_1_conv_2",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 128,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 128,
"eps": 1e-05,
"id": "up_1_norm_2",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "upsample_2",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv_transpose3d",
"out_channels": 64,
"output_padding": [
1,
1,
1
],
"padding": [
1,
1,
1
],
"primitive_version": 1,
"stride": [
2,
2,
2
]
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_2_conv_0",
"in_channels": 128,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 64,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 64,
"eps": 1e-05,
"id": "up_2_norm_0",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_2_conv_1",
"in_channels": 64,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 64,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 64,
"eps": 1e-05,
"id": "up_2_norm_1",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "up_2_conv_2",
"in_channels": 64,
"kernel_size": [
3,
3,
3
],
"kind": "conv3d",
"out_channels": 64,
"padding": [
1,
1,
1
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
},
{
"affine": false,
"channels": 64,
"eps": 1e-05,
"id": "up_2_norm_2",
"kind": "instance_norm3d",
"primitive_version": 1,
"track_running_stats": false
},
{
"bias": true,
"dilation": [
1,
1,
1
],
"groups": 1,
"id": "final_conv",
"in_channels": 64,
"kernel_size": [
1,
1,
1
],
"kind": "conv3d",
"out_channels": 1,
"padding": [
0,
0,
0
],
"padding_mode": "zeros",
"primitive_version": 1,
"stride": [
1,
1,
1
]
}
],
"operations": [
{
"kind": "call_module",
"module": "down_0_conv_0",
"output": "down_0_conv_0_out",
"primitive_version": 1,
"value": "input"
},
{
"kind": "call_module",
"module": "down_0_norm_0",
"output": "down_0_norm_0_out",
"primitive_version": 1,
"value": "down_0_conv_0_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_0_dropout_0_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_0_norm_0_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_0_activation_0_out",
"primitive_version": 1,
"value": "down_0_dropout_0_out"
},
{
"kind": "call_module",
"module": "down_0_conv_1",
"output": "down_0_conv_1_out",
"primitive_version": 1,
"value": "down_0_activation_0_out"
},
{
"kind": "call_module",
"module": "down_0_norm_1",
"output": "down_0_norm_1_out",
"primitive_version": 1,
"value": "down_0_conv_1_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_0_dropout_1_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_0_norm_1_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_0_activation_1_out",
"primitive_version": 1,
"value": "down_0_dropout_1_out"
},
{
"kind": "call_module",
"module": "down_0_conv_2",
"output": "down_0_conv_2_out",
"primitive_version": 1,
"value": "down_0_activation_1_out"
},
{
"kind": "call_module",
"module": "down_0_norm_2",
"output": "down_0_norm_2_out",
"primitive_version": 1,
"value": "down_0_conv_2_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_0_dropout_2_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_0_norm_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_0_activation_2_out",
"primitive_version": 1,
"value": "down_0_dropout_2_out"
},
{
"kind": "call_module",
"module": "downsample_0",
"output": "downsample_0_out",
"primitive_version": 1,
"value": "down_0_activation_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "downsample_0_activation_out",
"primitive_version": 1,
"value": "downsample_0_out"
},
{
"kind": "call_module",
"module": "down_1_conv_0",
"output": "down_1_conv_0_out",
"primitive_version": 1,
"value": "downsample_0_activation_out"
},
{
"kind": "call_module",
"module": "down_1_norm_0",
"output": "down_1_norm_0_out",
"primitive_version": 1,
"value": "down_1_conv_0_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_1_dropout_0_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_1_norm_0_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_1_activation_0_out",
"primitive_version": 1,
"value": "down_1_dropout_0_out"
},
{
"kind": "call_module",
"module": "down_1_conv_1",
"output": "down_1_conv_1_out",
"primitive_version": 1,
"value": "down_1_activation_0_out"
},
{
"kind": "call_module",
"module": "down_1_norm_1",
"output": "down_1_norm_1_out",
"primitive_version": 1,
"value": "down_1_conv_1_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_1_dropout_1_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_1_norm_1_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_1_activation_1_out",
"primitive_version": 1,
"value": "down_1_dropout_1_out"
},
{
"kind": "call_module",
"module": "down_1_conv_2",
"output": "down_1_conv_2_out",
"primitive_version": 1,
"value": "down_1_activation_1_out"
},
{
"kind": "call_module",
"module": "down_1_norm_2",
"output": "down_1_norm_2_out",
"primitive_version": 1,
"value": "down_1_conv_2_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_1_dropout_2_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_1_norm_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_1_activation_2_out",
"primitive_version": 1,
"value": "down_1_dropout_2_out"
},
{
"kind": "call_module",
"module": "downsample_1",
"output": "downsample_1_out",
"primitive_version": 1,
"value": "down_1_activation_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "downsample_1_activation_out",
"primitive_version": 1,
"value": "downsample_1_out"
},
{
"kind": "call_module",
"module": "down_2_conv_0",
"output": "down_2_conv_0_out",
"primitive_version": 1,
"value": "downsample_1_activation_out"
},
{
"kind": "call_module",
"module": "down_2_norm_0",
"output": "down_2_norm_0_out",
"primitive_version": 1,
"value": "down_2_conv_0_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_2_dropout_0_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_2_norm_0_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_2_activation_0_out",
"primitive_version": 1,
"value": "down_2_dropout_0_out"
},
{
"kind": "call_module",
"module": "down_2_conv_1",
"output": "down_2_conv_1_out",
"primitive_version": 1,
"value": "down_2_activation_0_out"
},
{
"kind": "call_module",
"module": "down_2_norm_1",
"output": "down_2_norm_1_out",
"primitive_version": 1,
"value": "down_2_conv_1_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_2_dropout_1_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_2_norm_1_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_2_activation_1_out",
"primitive_version": 1,
"value": "down_2_dropout_1_out"
},
{
"kind": "call_module",
"module": "down_2_conv_2",
"output": "down_2_conv_2_out",
"primitive_version": 1,
"value": "down_2_activation_1_out"
},
{
"kind": "call_module",
"module": "down_2_norm_2",
"output": "down_2_norm_2_out",
"primitive_version": 1,
"value": "down_2_conv_2_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "down_2_dropout_2_out",
"primitive_version": 1,
"probability": 0.0,
"value": "down_2_norm_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "down_2_activation_2_out",
"primitive_version": 1,
"value": "down_2_dropout_2_out"
},
{
"kind": "call_module",
"module": "downsample_2",
"output": "downsample_2_out",
"primitive_version": 1,
"value": "down_2_activation_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "downsample_2_activation_out",
"primitive_version": 1,
"value": "downsample_2_out"
},
{
"kind": "call_module",
"module": "bottleneck_conv_0",
"output": "bottleneck_conv_0_out",
"primitive_version": 1,
"value": "downsample_2_activation_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "bottleneck_dropout_0_out",
"primitive_version": 1,
"probability": 0.0,
"value": "bottleneck_conv_0_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "bottleneck_activation_0_out",
"primitive_version": 1,
"value": "bottleneck_dropout_0_out"
},
{
"kind": "call_module",
"module": "bottleneck_conv_1",
"output": "bottleneck_conv_1_out",
"primitive_version": 1,
"value": "bottleneck_activation_0_out"
},
{
"kind": "call_module",
"module": "upsample_0",
"output": "upsample_0_out",
"primitive_version": 1,
"value": "bottleneck_conv_1_out"
},
{
"dimension": 1,
"kind": "concat",
"output": "upsample_0_concat",
"primitive_version": 1,
"values": [
"upsample_0_out",
"down_2_activation_2_out"
]
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "upsample_0_activation_out",
"primitive_version": 1,
"value": "upsample_0_concat"
},
{
"kind": "call_module",
"module": "up_0_conv_0",
"output": "up_0_conv_0_out",
"primitive_version": 1,
"value": "upsample_0_activation_out"
},
{
"kind": "call_module",
"module": "up_0_norm_0",
"output": "up_0_norm_0_out",
"primitive_version": 1,
"value": "up_0_conv_0_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_0_dropout_0_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_0_norm_0_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_0_activation_0_out",
"primitive_version": 1,
"value": "up_0_dropout_0_out"
},
{
"kind": "call_module",
"module": "up_0_conv_1",
"output": "up_0_conv_1_out",
"primitive_version": 1,
"value": "up_0_activation_0_out"
},
{
"kind": "call_module",
"module": "up_0_norm_1",
"output": "up_0_norm_1_out",
"primitive_version": 1,
"value": "up_0_conv_1_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_0_dropout_1_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_0_norm_1_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_0_activation_1_out",
"primitive_version": 1,
"value": "up_0_dropout_1_out"
},
{
"kind": "call_module",
"module": "up_0_conv_2",
"output": "up_0_conv_2_out",
"primitive_version": 1,
"value": "up_0_activation_1_out"
},
{
"kind": "call_module",
"module": "up_0_norm_2",
"output": "up_0_norm_2_out",
"primitive_version": 1,
"value": "up_0_conv_2_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_0_dropout_2_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_0_norm_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_0_activation_2_out",
"primitive_version": 1,
"value": "up_0_dropout_2_out"
},
{
"kind": "call_module",
"module": "upsample_1",
"output": "upsample_1_out",
"primitive_version": 1,
"value": "up_0_activation_2_out"
},
{
"dimension": 1,
"kind": "concat",
"output": "upsample_1_concat",
"primitive_version": 1,
"values": [
"upsample_1_out",
"down_1_activation_2_out"
]
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "upsample_1_activation_out",
"primitive_version": 1,
"value": "upsample_1_concat"
},
{
"kind": "call_module",
"module": "up_1_conv_0",
"output": "up_1_conv_0_out",
"primitive_version": 1,
"value": "upsample_1_activation_out"
},
{
"kind": "call_module",
"module": "up_1_norm_0",
"output": "up_1_norm_0_out",
"primitive_version": 1,
"value": "up_1_conv_0_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_1_dropout_0_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_1_norm_0_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_1_activation_0_out",
"primitive_version": 1,
"value": "up_1_dropout_0_out"
},
{
"kind": "call_module",
"module": "up_1_conv_1",
"output": "up_1_conv_1_out",
"primitive_version": 1,
"value": "up_1_activation_0_out"
},
{
"kind": "call_module",
"module": "up_1_norm_1",
"output": "up_1_norm_1_out",
"primitive_version": 1,
"value": "up_1_conv_1_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_1_dropout_1_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_1_norm_1_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_1_activation_1_out",
"primitive_version": 1,
"value": "up_1_dropout_1_out"
},
{
"kind": "call_module",
"module": "up_1_conv_2",
"output": "up_1_conv_2_out",
"primitive_version": 1,
"value": "up_1_activation_1_out"
},
{
"kind": "call_module",
"module": "up_1_norm_2",
"output": "up_1_norm_2_out",
"primitive_version": 1,
"value": "up_1_conv_2_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_1_dropout_2_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_1_norm_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_1_activation_2_out",
"primitive_version": 1,
"value": "up_1_dropout_2_out"
},
{
"kind": "call_module",
"module": "upsample_2",
"output": "upsample_2_out",
"primitive_version": 1,
"value": "up_1_activation_2_out"
},
{
"dimension": 1,
"kind": "concat",
"output": "upsample_2_concat",
"primitive_version": 1,
"values": [
"upsample_2_out",
"down_0_activation_2_out"
]
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "upsample_2_activation_out",
"primitive_version": 1,
"value": "upsample_2_concat"
},
{
"kind": "call_module",
"module": "up_2_conv_0",
"output": "up_2_conv_0_out",
"primitive_version": 1,
"value": "upsample_2_activation_out"
},
{
"kind": "call_module",
"module": "up_2_norm_0",
"output": "up_2_norm_0_out",
"primitive_version": 1,
"value": "up_2_conv_0_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_2_dropout_0_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_2_norm_0_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_2_activation_0_out",
"primitive_version": 1,
"value": "up_2_dropout_0_out"
},
{
"kind": "call_module",
"module": "up_2_conv_1",
"output": "up_2_conv_1_out",
"primitive_version": 1,
"value": "up_2_activation_0_out"
},
{
"kind": "call_module",
"module": "up_2_norm_1",
"output": "up_2_norm_1_out",
"primitive_version": 1,
"value": "up_2_conv_1_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_2_dropout_1_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_2_norm_1_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_2_activation_1_out",
"primitive_version": 1,
"value": "up_2_dropout_1_out"
},
{
"kind": "call_module",
"module": "up_2_conv_2",
"output": "up_2_conv_2_out",
"primitive_version": 1,
"value": "up_2_activation_1_out"
},
{
"kind": "call_module",
"module": "up_2_norm_2",
"output": "up_2_norm_2_out",
"primitive_version": 1,
"value": "up_2_conv_2_out"
},
{
"inplace": false,
"kind": "dropout3d",
"output": "up_2_dropout_2_out",
"primitive_version": 1,
"probability": 0.0,
"value": "up_2_norm_2_out"
},
{
"inplace": true,
"kind": "leaky_relu",
"negative_slope": 0.05,
"output": "up_2_activation_2_out",
"primitive_version": 1,
"value": "up_2_dropout_2_out"
},
{
"kind": "call_module",
"module": "final_conv",
"output": "final_conv_out",
"primitive_version": 1,
"value": "up_2_activation_2_out"
},
{
"kind": "add",
"left": "final_conv_out",
"output": "residual_output",
"primitive_version": 1,
"right": "input"
}
],
"outputs": [
{
"channels": 1,
"name": "output",
"source": "residual_output"
}
],
"schema_version": 1
},
"schema_version": 2
}