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Browse files- config.json +48 -0
config.json
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{
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"model_type": "monai_unet_3d",
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"architecture": {
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"spatial_dims": 3,
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"in_channels": 1,
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"out_channels": 2,
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"channels": [
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16,
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32,
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64,
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128,
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256,
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512
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],
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"strides": [
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2,
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2,
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2,
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2,
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2,
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2
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],
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"num_res_units": 2,
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"dropout": 0.2
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},
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"training": {
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"patch_size": [
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256,
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256,
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256
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],
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"loss_function": "DiceLoss",
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"optimizer": "Adam",
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"learning_rate": 0.0001,
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"weight_decay": 1e-05
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},
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"preprocessing": {
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"intensity_range": [
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-1000,
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4000
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],
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"output_range": [
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0,
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1
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],
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"normalization": "ScaleIntensityRanged"
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}
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}
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