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Synthrad2025

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  1. Task_1/AB-TH/CV_0.pt +3 -0
  2. Task_1/AB-TH/CV_1.pt +3 -0
  3. Task_1/AB-TH/CV_2.pt +3 -0
  4. Task_1/AB-TH/CV_3.pt +3 -0
  5. Task_1/AB-TH/CV_4.pt +3 -0
  6. Task_1/AB-TH/Prediction.yml +81 -0
  7. Task_1/HN/CV_0.pt +3 -0
  8. Task_1/HN/CV_1.pt +3 -0
  9. Task_1/HN/CV_2.pt +3 -0
  10. Task_1/HN/CV_3.pt +3 -0
  11. Task_1/HN/CV_4.pt +3 -0
  12. Task_1/HN/Prediction.yml +80 -0
  13. Task_2/AB-TH/CV_0.pt +3 -0
  14. Task_2/AB-TH/CV_1.pt +3 -0
  15. Task_2/AB-TH/CV_2.pt +3 -0
  16. Task_2/AB-TH/CV_3.pt +3 -0
  17. Task_2/AB-TH/CV_4.pt +3 -0
  18. Task_2/AB-TH/Prediction.yml +81 -0
  19. Task_2/HN/CV_0.pt +3 -0
  20. Task_2/HN/CV_1.pt +3 -0
  21. Task_2/HN/CV_2.pt +3 -0
  22. Task_2/HN/CV_3.pt +3 -0
  23. Task_2/HN/CV_4.pt +3 -0
  24. Task_2/HN/Prediction.yml +80 -0
Task_1/AB-TH/CV_0.pt ADDED
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+ Predictor:
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+ Model:
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+ classpath: UNetpp:UNetpp5
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+ UNetpp5:
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+ outputs_criterions: None
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+ pretrained: false
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+ Dataset:
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+ groups_src:
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+ MR:
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+ groups_dest:
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+ MR:
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+ transforms: None
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+ patch_transforms: None
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+ is_input: true
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+ MASK:
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+ groups_dest:
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+ MASK:
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+ transforms: None
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+ patch_transforms: None
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+ is_input: false
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+ augmentations:
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+ DataAugmentation_0:
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+ data_augmentations:
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+ Flip:
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+ f_prob:
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+ overlap: None
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+ mask: None
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+ pad_value: -1
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+ extend_slice: 4
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+ subset: None
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+ filter: None
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+ dataset_filenames:
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+ - ./Dataset/AB:a:mha
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+ - ./Dataset/TH:a:mha
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+ use_cache: false
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+ batch_size: 32
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+ outputs_dataset:
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+ Head:Tanh:
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+ OutputDataset:
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+ name_class: OutSameAsGroupDataset
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+ before_reduction_transforms: None
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+ after_reduction_transforms: None
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+ final_transforms:
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+ UnNormalize:UnNormalize: {}
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+ Mask:
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+ path: MASK
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+ value_outside: -1024
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+ TensorCast:
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+ dtype: int16
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+ dataset_filename: Dataset:mha
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+ group: sCT
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+ same_as_group: MR:MR
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+ patch_combine: None
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+ inverse_transform: false
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+ reduction: Mean
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+ train_name: Out
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+ manual_seed: 32
77
+ gpu_checkpoints: None
78
+ images_log: None
79
+ combine: Mean
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+ autocast: false
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+ data_log: None
Task_1/HN/CV_0.pt ADDED
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Task_1/HN/CV_1.pt ADDED
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Task_1/HN/CV_2.pt ADDED
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Task_1/HN/CV_4.pt ADDED
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Task_1/HN/Prediction.yml ADDED
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+ Predictor:
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+ Model:
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+ classpath: UNetpp:UNetpp5
4
+ UNetpp5:
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+ outputs_criterions: None
6
+ pretrained: false
7
+ Dataset:
8
+ groups_src:
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+ MR:
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+ groups_dest:
11
+ MR:
12
+ transforms: None
13
+ patch_transforms: None
14
+ is_input: true
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+ MASK:
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+ groups_dest:
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+ MASK:
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+ transforms: None
19
+ patch_transforms: None
20
+ is_input: false
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+ augmentations:
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+ DataAugmentation_0:
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+ data_augmentations:
24
+ Flip:
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+ f_prob:
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+ - 0
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+ - 0
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+ - 1
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+ prob: 1
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+ nb: 1
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+ DataAugmentation_1:
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+ data_augmentations:
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+ Flip:
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+ f_prob:
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+ - 0
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+ - 1
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+ - 0
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+ prob: 1
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+ nb: 1
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+ Patch:
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+ patch_size:
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+ - 1
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+ - 512
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+ - 512
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+ overlap: None
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+ mask: None
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+ pad_value: -1
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+ extend_slice: 4
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+ subset: None
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+ filter: None
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+ dataset_filenames:
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+ - ./Dataset/HN:a:mha
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+ use_cache: false
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+ batch_size: 32
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+ outputs_dataset:
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+ Head:Tanh:
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+ OutputDataset:
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+ name_class: OutSameAsGroupDataset
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+ before_reduction_transforms: None
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+ after_reduction_transforms: None
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+ final_transforms:
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+ UnNormalize:UnNormalize: {}
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+ Mask:
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+ path: MASK
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+ value_outside: -1024
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+ TensorCast:
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+ dtype: int16
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+ dataset_filename: Dataset:mha
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+ group: sCT
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+ same_as_group: MR:MR
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+ patch_combine: None
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+ inverse_transform: false
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+ reduction: Mean
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+ train_name: Out
75
+ manual_seed: 32
76
+ gpu_checkpoints: None
77
+ images_log: None
78
+ combine: Mean
79
+ autocast: false
80
+ data_log: None
Task_2/AB-TH/CV_0.pt ADDED
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1
+ Predictor:
2
+ Model:
3
+ classpath: UNetpp:UNetpp
4
+ UNetpp:
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+ outputs_criterions: None
6
+ pretrained: false
7
+ Dataset:
8
+ groups_src:
9
+ CBCT:
10
+ groups_dest:
11
+ CBCT:
12
+ transforms: None
13
+ patch_transforms: None
14
+ is_input: true
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+ MASK:
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+ groups_dest:
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+ MASK:
18
+ transforms: None
19
+ patch_transforms: None
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+ is_input: false
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+ augmentations:
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+ DataAugmentation_0:
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+ data_augmentations:
24
+ Flip:
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+ f_prob:
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+ - 0
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+ - 0
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+ - 1
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+ prob: 1
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+ data_augmentations:
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+ Flip:
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+ f_prob:
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+ - 0
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+ prob: 1
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+ nb: 1
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+ Patch:
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+ patch_size:
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+ - 1
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+ - 512
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+ - 512
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+ overlap: None
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+ mask: None
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+ pad_value: -1
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+ extend_slice: 2
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+ subset: None
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+ filter: None
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+ dataset_filenames:
52
+ - ./Dataset/AB:a:mha
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+ - ./Dataset/TH:a:mha
54
+ use_cache: false
55
+ batch_size: 32
56
+ outputs_dataset:
57
+ Head:Tanh:
58
+ OutputDataset:
59
+ name_class: OutSameAsGroupDataset
60
+ before_reduction_transforms: None
61
+ after_reduction_transforms: None
62
+ final_transforms:
63
+ UnNormalize:UnNormalize: {}
64
+ Mask:
65
+ path: MASK
66
+ value_outside: -1024
67
+ TensorCast:
68
+ dtype: int16
69
+ dataset_filename: Dataset:mha
70
+ group: sCT
71
+ same_as_group: CBCT:CBCT
72
+ patch_combine: None
73
+ inverse_transform: false
74
+ reduction: Mean
75
+ train_name: Out
76
+ manual_seed: 32
77
+ gpu_checkpoints: None
78
+ images_log: None
79
+ combine: Mean
80
+ autocast: false
81
+ data_log: None
Task_2/HN/CV_0.pt ADDED
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1
+ Predictor:
2
+ Model:
3
+ classpath: UNetpp:UNetpp
4
+ UNetpp:
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+ outputs_criterions: None
6
+ pretrained: false
7
+ Dataset:
8
+ groups_src:
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+ CBCT:
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+ groups_dest:
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+ CBCT:
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+ transforms: None
13
+ patch_transforms: None
14
+ is_input: true
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+ MASK:
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+ groups_dest:
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+ MASK:
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+ transforms: None
19
+ patch_transforms: None
20
+ is_input: false
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+ augmentations:
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+ Flip:
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+ f_prob:
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+ - 1
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+ mask: None
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+ pad_value: -1
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+ filter: None
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+ dataset_filenames:
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+ - ./Dataset/HN:a:mha
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+ use_cache: false
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+ batch_size: 32
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+ outputs_dataset:
56
+ Head:Tanh:
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+ OutputDataset:
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+ name_class: OutSameAsGroupDataset
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+ before_reduction_transforms: None
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+ after_reduction_transforms: None
61
+ final_transforms:
62
+ UnNormalize:UnNormalize: {}
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+ Mask:
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+ path: MASK
65
+ value_outside: -1024
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+ TensorCast:
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+ dtype: int16
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+ dataset_filename: Dataset:mha
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+ group: sCT
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+ same_as_group: CBCT:CBCT
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+ patch_combine: None
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+ inverse_transform: false
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+ reduction: Mean
74
+ train_name: Out
75
+ manual_seed: 32
76
+ gpu_checkpoints: None
77
+ images_log: None
78
+ combine: Mean
79
+ autocast: false
80
+ data_log: None