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FCLp-subsc-FCLa-INSULA_left/name17-43-58_232/.hydra/config.yaml

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+data: ${oc.dict.values:dataset}
+datakey: ${oc.dict.keys:dataset}
+apply_augmentations: true
+random_choice: false
+mixed: true
+foldlabel: false
+trimdepth: false
+uniform_trim: false
+binary_trim: true
+binary_proba_trim: 0.5
+max_distance: 100
+trimdepth_delta: 141
+proba_trimedges: 0.5
+proba_pepper_trimedges: 0.5
+proba_pepper_trimdepth: 1.0
+ball_radius: 2
+fill_value: 0
+max_translation: 1
+proba_translation: 1
+keep_extremity: bottom
+keep_extremity_trimdepth: top
+patch_size_cutout:
+- 5
+- 30
+patch_size_cutin:
+- 20
+- 90
+keep_proba_per_branch_cutout: 0.5
+keep_proba_global_cutout: 1.0
+keep_proba_per_branch_cutin: 0.5
+keep_proba_global_cutin: 1.0
+mask_constraint: true
+offset_proba_no_augm: 0.0
+proba_trimdepth: 0.0
+proba_trimextremities: 0.0
+proba_cutout: 0.4
+proba_cutin: 0.4
+redefine_bottom: true
+proba_contour: 0.0
+proba_rotation: 1
+max_angle: 18
+backbone_name: convnet
+encoder_depth: 3
+filters:
+- 32
+- 64
+- 128
+initial_kernel_size: 7
+initial_stride: 1
+max_pool: false
+block_depth: 4
+backbone_output_size: 32
+adaptive_pooling: null
+projection_head_hidden_layers: null
+classifier_name: svm
+training_embeddings: /neurospin/dico/data/deep_folding/current/datasets/schiz/morphometry_statistics/F.C.M.ant/shape_embs.csv
+results_save_path: null
+labels_of_interest: null
+class_max_epochs: 1000
+n_repeat: 5
+classifier_seed: 24
+classifier_test_size: 0.2
+model_path: /neurospin/dico/agaudin/Runs/04_pointnet/Output/2022-10-07/09-22-42_1
+embeddings_save_path: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/embeddings
+pca_Xfit: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/fit_Lskeleton.npy
+pca_Xtransform: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/transform_Lskeleton.npy
+n_pca: 10
+output_dir: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Output/all_regions/1_V1
+sweep_day: ${now:%Y-%m-%d}
+suffix_dir: ''
+sweep_dir: ${output_dir}/${sweep_day}${suffix_dir}
+run_time: ${now:%H-%M-%S}
+checkpoint_dir: output_dir
+label_names:
+- Left_OFC
+label_type: multiclass
+nb_classes: 4
+test: false
+mode: encoder
+contrastive_model: BarlowTwins
+BT_correlation: cross
+with_labels: false
+proportion_pure_contrastive: 1.0
+temperature_initial: 0.1
+temperature: 0.1
+temperature_supervised: 0.3
+lambda_BT: 2.56
+lambda_VR: 2.56
+epsilon_VR: 0.001
+model: SimCLR_fusion
+sigma_labels: 2.0
+sigma: 5
+drop_rate: 0.05
+pretrained_model_path: null
+load_encoder_only: false
+load_convolutions_only: false
+freeze_loaded_layers: false
+freeze_bias: false
+freeze_encoders: false
+fusioned_latent_space_size: -1
+converter_activation: relu
+device: cuda
+num_cpu_workers: 20
+environment: not_brainvisa
+projection_head_name: relu
+proj_layers_shapes:
+- 32
+- 128
+- 128
+- 128
+length_projection_head: 3
+ph_drop_rate: 0.0
+batch_size: 32
+pin_mem: true
+lr: 0.0004
+weight_decay: 5.0e-05
+max_epochs: 81
+nb_epochs_per_saving: 1
+nb_epochs_per_tSNE: -1
+nb_epochs_per_matrix_plot: 10
+nb_epochs_per_weight_save: 10
+nb_steps_per_flush_logs: 1
+log_every_n_steps: 2
+early_stopping_patience: 30
+diff_auc_threshold: 0.4
+start_epoch: 0
+checkpoint_path: null
+analysis_path: null
+verbose: 1
+checking: false
+seed: 1
+partition:
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+- 0.01
+nb_subjects: -1
+random: false
+random_state: 25
+scheduler: false
+step_size: 10
+gamma: 1.0
+threshold_plateau: 0.1
+factor: 0.33
+class_weights:
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+- 1.0
+accumulate_grad_batches: 1
+multiregion_single_encoder: false
+multiple_projection_heads: false
+linear_in_backbone: true
+load_sparse: false
+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FCLp-subsc-FCLa-INSULA_left:
+    dataset_name: FCLp-subsc-FCLa-INSULA_left
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Llabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Llabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Llabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Ldistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Ldistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Lmask.npy
+    flip_dataset: false
+    input_size: (1, 35, 52, 51)

FCLp-subsc-FCLa-INSULA_left/name17-43-58_232/logs/best_model_weights.pt

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FCLp-subsc-FCLa-INSULA_left/name17-43-58_232/logs/lightning_logs/version_0/checkpoints/epoch=80-step=106272.ckpt

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FCLp-subsc-FCLa-INSULA_right/name17-47-16_166/.hydra/config.yaml

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+data: ${oc.dict.values:dataset}
+datakey: ${oc.dict.keys:dataset}
+apply_augmentations: true
+random_choice: false
+mixed: true
+foldlabel: false
+trimdepth: false
+uniform_trim: false
+binary_trim: true
+binary_proba_trim: 0.5
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+trimdepth_delta: 141
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+fill_value: 0
+max_translation: 1
+proba_translation: 1
+keep_extremity: bottom
+keep_extremity_trimdepth: top
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+- 30
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+redefine_bottom: true
+proba_contour: 0.0
+proba_rotation: 1
+max_angle: 18
+backbone_name: convnet
+encoder_depth: 3
+filters:
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+- 64
+- 128
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+initial_stride: 1
+max_pool: false
+block_depth: 4
+backbone_output_size: 32
+adaptive_pooling: null
+projection_head_hidden_layers: null
+classifier_name: svm
+training_embeddings: /neurospin/dico/data/deep_folding/current/datasets/schiz/morphometry_statistics/F.C.M.ant/shape_embs.csv
+results_save_path: null
+labels_of_interest: null
+class_max_epochs: 1000
+n_repeat: 5
+classifier_seed: 24
+classifier_test_size: 0.2
+model_path: /neurospin/dico/agaudin/Runs/04_pointnet/Output/2022-10-07/09-22-42_1
+embeddings_save_path: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/embeddings
+pca_Xfit: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/fit_Lskeleton.npy
+pca_Xtransform: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/transform_Lskeleton.npy
+n_pca: 10
+output_dir: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Output/all_regions/1_V1
+sweep_day: ${now:%Y-%m-%d}
+suffix_dir: ''
+sweep_dir: ${output_dir}/${sweep_day}${suffix_dir}
+run_time: ${now:%H-%M-%S}
+checkpoint_dir: output_dir
+label_names:
+- Left_OFC
+label_type: multiclass
+nb_classes: 4
+test: false
+mode: encoder
+contrastive_model: BarlowTwins
+BT_correlation: cross
+with_labels: false
+proportion_pure_contrastive: 1.0
+temperature_initial: 0.1
+temperature: 0.1
+temperature_supervised: 0.3
+lambda_BT: 2.56
+lambda_VR: 2.56
+epsilon_VR: 0.001
+model: SimCLR_fusion
+sigma_labels: 2.0
+sigma: 5
+drop_rate: 0.05
+pretrained_model_path: null
+load_encoder_only: false
+load_convolutions_only: false
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+freeze_encoders: false
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+converter_activation: relu
+device: cuda
+num_cpu_workers: 20
+environment: not_brainvisa
+projection_head_name: relu
+proj_layers_shapes:
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+- 128
+- 128
+- 128
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+ph_drop_rate: 0.0
+batch_size: 32
+pin_mem: true
+lr: 0.0004
+weight_decay: 5.0e-05
+max_epochs: 81
+nb_epochs_per_saving: 1
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+nb_epochs_per_matrix_plot: 10
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+nb_steps_per_flush_logs: 1
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+analysis_path: null
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+checking: false
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+multiple_projection_heads: false
+linear_in_backbone: true
+load_sparse: false
+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FCLp-subsc-FCLa-INSULA_right:
+    dataset_name: FCLp-subsc-FCLa-INSULA_right
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rlabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rlabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rlabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rdistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rdistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rdistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.L.p.-subsc.-F.C.L.a.-INSULA./mask/Rmask.npy
+    flip_dataset: false
+    input_size: (1, 37, 44, 51)

FCLp-subsc-FCLa-INSULA_right/name17-47-16_166/logs/best_model_weights.pt

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FCMpost-SpC_left/name06-21-10_231/.hydra/config.yaml

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+data: ${oc.dict.values:dataset}
+datakey: ${oc.dict.keys:dataset}
+apply_augmentations: true
+random_choice: false
+mixed: true
+foldlabel: false
+trimdepth: false
+uniform_trim: false
+binary_trim: true
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+max_translation: 1
+proba_translation: 1
+keep_extremity: bottom
+keep_extremity_trimdepth: top
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+- 30
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+- 90
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+proba_rotation: 1
+max_angle: 18
+backbone_name: convnet
+encoder_depth: 3
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+- 64
+- 128
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+max_pool: false
+block_depth: 4
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+adaptive_pooling: null
+projection_head_hidden_layers: null
+classifier_name: svm
+training_embeddings: /neurospin/dico/data/deep_folding/current/datasets/schiz/morphometry_statistics/F.C.M.ant/shape_embs.csv
+results_save_path: null
+labels_of_interest: null
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+n_repeat: 5
+classifier_seed: 24
+classifier_test_size: 0.2
+model_path: /neurospin/dico/agaudin/Runs/04_pointnet/Output/2022-10-07/09-22-42_1
+embeddings_save_path: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/embeddings
+pca_Xfit: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/fit_Lskeleton.npy
+pca_Xtransform: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/transform_Lskeleton.npy
+n_pca: 10
+output_dir: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Output/all_regions/1_V1
+sweep_day: ${now:%Y-%m-%d}
+suffix_dir: ''
+sweep_dir: ${output_dir}/${sweep_day}${suffix_dir}
+run_time: ${now:%H-%M-%S}
+checkpoint_dir: output_dir
+label_names:
+- Left_OFC
+label_type: multiclass
+nb_classes: 4
+test: false
+mode: encoder
+contrastive_model: BarlowTwins
+BT_correlation: cross
+with_labels: false
+proportion_pure_contrastive: 1.0
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+temperature: 0.1
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+lambda_BT: 2.56
+lambda_VR: 2.56
+epsilon_VR: 0.001
+model: SimCLR_fusion
+sigma_labels: 2.0
+sigma: 5
+drop_rate: 0.05
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+load_encoder_only: false
+load_convolutions_only: false
+freeze_loaded_layers: false
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+fusioned_latent_space_size: -1
+converter_activation: relu
+device: cuda
+num_cpu_workers: 20
+environment: not_brainvisa
+projection_head_name: relu
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+- 128
+- 128
+- 128
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+ph_drop_rate: 0.0
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+pin_mem: true
+lr: 0.0004
+weight_decay: 5.0e-05
+max_epochs: 81
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+start_epoch: 0
+checkpoint_path: null
+analysis_path: null
+verbose: 1
+checking: false
+seed: 1
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+random_state: 25
+scheduler: false
+step_size: 10
+gamma: 1.0
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+factor: 0.33
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+- 1.0
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+multiregion_single_encoder: false
+multiple_projection_heads: false
+linear_in_backbone: true
+load_sparse: false
+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FCMpost-SpC_left:
+    dataset_name: FCMpost-SpC_left
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Llabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Llabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Llabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Ldistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Ldistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Lmask.npy
+    flip_dataset: false
+    input_size: (1, 16, 45, 31)

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+labels_of_interest: null
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+output_dir: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Output/all_regions/1_V1
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+run_time: ${now:%H-%M-%S}
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+- Left_OFC
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+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FCMpost-SpC_right:
+    dataset_name: FCMpost-SpC_right
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+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rlabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rlabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rlabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rdistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rdistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rdistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.C.M.post.-S.p.C./mask/Rmask.npy
+    flip_dataset: false
+    input_size: (1, 17, 47, 31)

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+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FColl-SRh_left:
+    dataset_name: FColl-SRh_left
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+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Lskeleton_subject.csv
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+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Llabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Llabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Llabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Ldistbottom
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+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
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+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
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+    flip_dataset: false
+    input_size: (1, 29, 62, 36)

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+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FColl-SRh_right:
+    dataset_name: FColl-SRh_right
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rlabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rlabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rlabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rdistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rdistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rdistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.Coll.-S.Rh./mask/Rmask.npy
+    flip_dataset: false
+    input_size: (1, 34, 62, 41)

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+labels_of_interest: null
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+run_time: ${now:%H-%M-%S}
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+- Left_OFC
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+- 128
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+load_sparse: false
+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Input
+dataset:
+  FIP-FIPPoCinf_left:
+    dataset_name: FIP-FIPPoCinf_left
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+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Llabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Llabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Llabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Ldistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Ldistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Lmask.npy
+    flip_dataset: false
+    input_size: (1, 41, 53, 44)

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+wandb:
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+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Input
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+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rlabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rlabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rlabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rdistbottom
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+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.I.P.-F.I.P.Po.C.inf./mask/Rdistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
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+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
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+    flip_dataset: false
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+output_dir: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Output/all_regions/1_V1
+sweep_day: ${now:%Y-%m-%d}
+suffix_dir: ''
+sweep_dir: ${output_dir}/${sweep_day}${suffix_dir}
+run_time: ${now:%H-%M-%S}
+checkpoint_dir: output_dir
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+- Left_OFC
+label_type: multiclass
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+lambda_VR: 2.56
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+converter_activation: relu
+device: cuda
+num_cpu_workers: 20
+environment: not_brainvisa
+projection_head_name: relu
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+- 128
+- 128
+- 128
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+- 1.0
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+load_sparse: false
+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FPO-SCu-ScCal_left:
+    dataset_name: FPO-SCu-ScCal_left
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Llabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Llabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Llabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Ldistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Ldistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Lmask.npy
+    flip_dataset: false
+    input_size: (1, 25, 42, 54)

FPO-SCu-ScCal_left/name07-13-21_118/logs/best_model_weights.pt

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FPO-SCu-ScCal_right/name07-15-26_174/.hydra/config.yaml

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+- 30
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+- 90
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+- 64
+- 128
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+labels_of_interest: null
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+pca_Xtransform: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/transform_Lskeleton.npy
+n_pca: 10
+output_dir: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Output/all_regions/1_V1
+sweep_day: ${now:%Y-%m-%d}
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+sweep_dir: ${output_dir}/${sweep_day}${suffix_dir}
+run_time: ${now:%H-%M-%S}
+checkpoint_dir: output_dir
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+- Left_OFC
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+with_labels: false
+proportion_pure_contrastive: 1.0
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+lambda_VR: 2.56
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+model: SimCLR_fusion
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+converter_activation: relu
+device: cuda
+num_cpu_workers: 20
+environment: not_brainvisa
+projection_head_name: relu
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+- 32
+- 128
+- 128
+- 128
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+factor: 0.33
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+- 1.0
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+multiple_projection_heads: false
+linear_in_backbone: true
+load_sparse: false
+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  FPO-SCu-ScCal_right:
+    dataset_name: FPO-SCu-ScCal_right
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rlabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rlabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rlabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rdistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rdistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rdistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/F.P.O.-S.Cu.-Sc.Cal./mask/Rmask.npy
+    flip_dataset: false
+    input_size: (1, 26, 42, 55)

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+data: ${oc.dict.values:dataset}
+datakey: ${oc.dict.keys:dataset}
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+keep_extremity: bottom
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+labels_of_interest: null
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+embeddings_save_path: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/embeddings
+pca_Xfit: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/fit_Lskeleton.npy
+pca_Xtransform: /neurospin/dico/data/deep_folding/current/datasets/schiz/crops/2mm/CINGULATE/mask/pca/transform_Lskeleton.npy
+n_pca: 10
+output_dir: /lustre/fswork/projects/rech/tgu/uic67me/Runs/Champollion/Output/all_regions/1_V1
+sweep_day: ${now:%Y-%m-%d}
+suffix_dir: ''
+sweep_dir: ${output_dir}/${sweep_day}${suffix_dir}
+run_time: ${now:%H-%M-%S}
+checkpoint_dir: output_dir
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+- Left_OFC
+label_type: multiclass
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+device: cuda
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+environment: not_brainvisa
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+- 128
+- 128
+- 128
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+load_sparse: false
+save_views: true
+wandb:
+  grid_search: false
+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  Lobule_parietal_sup_left:
+    dataset_name: Lobule_parietal_sup_left
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Llabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Llabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Llabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Ldistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Ldistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Lmask.npy
+    flip_dataset: false
+    input_size: (1, 40, 47, 46)

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+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
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+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rlabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rlabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rlabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rdistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rdistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rdistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/Lobule_parietal_sup./mask/Rmask.npy
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+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
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+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/OCCIPITAL/mask/Lcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/OCCIPITAL/mask/Llabels
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+    subject_column_name: Subject
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+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/OCCIPITAL/mask/Lmask.npy
+    flip_dataset: false
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+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/OCCIPITAL/mask/Rlabel_subject.csv
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+    pickle_benchmark: null
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+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
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+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/OCCIPITAL/mask/Rmask.npy
+    flip_dataset: false
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+  entity: aymeric-gaudin
+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
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+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Pe.C./mask/Ldistbottom.npy
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+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Pe.C./mask/Lextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Pe.C./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Pe.C./mask/Lskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
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+  project: 2023_brain_regions_grid_searches
+  lambda_gs_crit: 2
+dataset_folder: /lustre/fswork/projects/rech/tgu/umy22uu/Runs/70_self-supervised_two-regions/Input
+dataset:
+  SC-SPoC_left:
+    dataset_name: SC-SPoC_left
+    pickle_normal: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lskeleton.pkl
+    numpy_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lskeleton.npy
+    subjects_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lskeleton_subject.csv
+    crop_dir: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lcrops
+    foldlabel_dir: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Llabels
+    foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Llabel.npy
+    subjects_foldlabel_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Llabel_subject.csv
+    distbottom_dir: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Ldistbottom
+    distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Ldistbottom.npy
+    extremity_dir: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lextremities
+    extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lextremities.npy
+    subjects_extremity_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lextremities_subject.csv
+    subjects_distbottom_all: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Ldistbottom_subject.csv
+    crop_file_suffix: _cropped_skeleton.nii.gz
+    pickle_benchmark: null
+    train_val_csv_file: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lskeleton_subject.csv
+    subject_labels_file: ${dataset_folder}/UkBioBank40/participants_sex_age.csv
+    subject_column_name: Subject
+    cutout_mask_path: null
+    cutin_mask_path: ${dataset_folder}/UkBioBank40/crops/2mm/S.C.-S.Po.C./mask/Lmask.npy
+    flip_dataset: false
+    input_size: (1, 40, 44, 49)

SC-SPoC_left/name07-57-18_53/logs/best_model_weights.pt

@@ -0,0 +1,3 @@
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+oid sha256:50d11fa3454e7600bc399ab5c76a7527010a3463d9257c5a46ffd31a5343be8a
+size 11758882