| { |
| "dataset_name": "Dataset225_nnInteractiveV2", |
| "plans_name": "nnUNetResEncUNetLPlans_noResampling", |
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| "image_reader_writer": "NibabelIOWithReorient", |
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| "data_identifier": "nnUNetResEncUNetLPlans_noResampling_3d_fullres", |
| "preprocessor_name": "DefaultPreprocessor", |
| "batch_size": 2, |
| "patch_size": [ |
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| 192, |
| 192 |
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| 282.0 |
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| 1.5 |
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| "normalization_schemes": [ |
| "ZScoreNormalization" |
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| "use_mask_for_norm": [ |
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| "resampling_fn_data": "no_resampling_hack", |
| "resampling_fn_seg": "no_resampling_hack", |
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| "resampling_fn_seg_kwargs": {}, |
| "resampling_fn_probabilities": "no_resampling_hack", |
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| "network_class_name": "dynamic_network_architectures.architectures.unet.ResidualEncoderUNet", |
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| 128, |
| 256, |
| 320, |
| 320 |
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| "conv_bias": true, |
| "norm_op": "torch.nn.modules.instancenorm.InstanceNorm3d", |
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| "eps": 1e-05, |
| "affine": true |
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| "nonlin": "torch.nn.LeakyReLU", |
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| "inplace": true |
| } |
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| "norm_op", |
| "dropout_op", |
| "nonlin" |
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| "3d_fullres_ps192_bs16": { |
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| "3d_fullres_ps192_bs24": { |
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| "3d_fullres_ps384_bs16": { |
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| } |
| }, |
| "experiment_planner_used": "nnUNetPlannerResEncL_noResampling", |
| "label_manager": "LabelManager", |
| "foreground_intensity_properties_per_channel": { |
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| "max": 4094640.0, |
| "mean": 1683.86181640625, |
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| } |
| } |
| } |
