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- H&E+IHC_AC_BCE/model_instance_1/config.json +1 -0
- H&E+IHC_AC_BCE/model_instance_1/model_state_dict.tar +3 -0
- H&E+IHC_AC_BCE/model_instance_2/config.json +1 -0
- H&E+IHC_AC_BCE/model_instance_2/model_state_dict.tar +3 -0
- H&E+IHC_AC_BCE/model_instance_3/config.json +1 -0
- H&E+IHC_AC_BCE/model_instance_3/model_state_dict.tar +3 -0
- H&E+IHC_AC_BCE/model_instance_4/config.json +1 -0
- H&E+IHC_AC_BCE/model_instance_4/model_state_dict.tar +3 -0
- H&E+IHC_AC_BCE/model_instance_5/config.json +1 -0
- H&E+IHC_AC_BCE/model_instance_5/model_state_dict.tar +3 -0
- H&E+IHC_AC_CCE/model_instance_1/config.json +1 -0
- H&E+IHC_AC_CCE/model_instance_1/model_state_dict.tar +3 -0
- H&E+IHC_AC_CCE/model_instance_2/config.json +1 -0
- H&E+IHC_AC_CCE/model_instance_2/model_state_dict.tar +3 -0
- H&E+IHC_AC_CCE/model_instance_3/config.json +1 -0
- H&E+IHC_AC_CCE/model_instance_3/model_state_dict.tar +3 -0
- H&E+IHC_AC_CCE/model_instance_4/config.json +1 -0
- H&E+IHC_AC_CCE/model_instance_4/model_state_dict.tar +3 -0
- H&E+IHC_AC_CCE/model_instance_5/config.json +1 -0
- H&E+IHC_AC_CCE/model_instance_5/model_state_dict.tar +3 -0
- H&E+IHC_AR_CS/model_instance_1/config.json +1 -0
- H&E+IHC_AR_CS/model_instance_1/model_state_dict.tar +3 -0
- H&E+IHC_AR_CS/model_instance_2/config.json +1 -0
- H&E+IHC_AR_CS/model_instance_2/model_state_dict.tar +3 -0
- H&E+IHC_AR_CS/model_instance_3/config.json +1 -0
- H&E+IHC_AR_CS/model_instance_3/model_state_dict.tar +3 -0
- H&E+IHC_AR_CS/model_instance_4/config.json +1 -0
- H&E+IHC_AR_CS/model_instance_4/model_state_dict.tar +3 -0
- H&E+IHC_AR_CS/model_instance_5/config.json +1 -0
- H&E+IHC_AR_CS/model_instance_5/model_state_dict.tar +3 -0
- H&E+IHC_CR_CS/model_instance_1/config.json +51 -0
- H&E+IHC_CR_CS/model_instance_1/model_state_dict.tar +3 -0
- H&E+IHC_CR_CS/model_instance_2/config.json +1 -0
- H&E+IHC_CR_CS/model_instance_2/model_state_dict.tar +3 -0
- H&E+IHC_CR_CS/model_instance_3/config.json +1 -0
- H&E+IHC_CR_CS/model_instance_3/model_state_dict.tar +3 -0
- H&E+IHC_CR_CS/model_instance_4/config.json +1 -0
- H&E+IHC_CR_CS/model_instance_4/model_state_dict.tar +3 -0
- H&E+IHC_CR_CS/model_instance_5/config.json +1 -0
- H&E+IHC_CR_CS/model_instance_5/model_state_dict.tar +3 -0
- H&E+IHC_CR_MAE/model_instance_1/config.json +1 -0
- H&E+IHC_CR_MAE/model_instance_1/model_state_dict.tar +3 -0
- H&E+IHC_CR_MAE/model_instance_2/config.json +1 -0
- H&E+IHC_CR_MAE/model_instance_2/model_state_dict.tar +3 -0
- H&E+IHC_CR_MAE/model_instance_3/config.json +1 -0
- H&E+IHC_CR_MAE/model_instance_3/model_state_dict.tar +3 -0
- H&E+IHC_CR_MAE/model_instance_4/config.json +1 -0
- H&E+IHC_CR_MAE/model_instance_4/model_state_dict.tar +3 -0
- H&E+IHC_CR_MAE/model_instance_5/config.json +1 -0
- H&E+IHC_CR_MAE/model_instance_5/model_state_dict.tar +3 -0
H&E+IHC_AC_BCE/model_instance_1/config.json
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{"experiment_name": "0106_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 1, "iterations": 750000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "class_prob", "gaussian_stdev": 2.5, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "BCE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 360, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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{"experiment_name": "0107_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 2, "iterations": 750000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "class_prob", "gaussian_stdev": 2.5, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "BCE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 360, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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{"experiment_name": "0108_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 3, "iterations": 750000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "class_prob", "gaussian_stdev": 2.5, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "BCE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 360, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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{"experiment_name": "0109_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 4, "iterations": 750000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "class_prob", "gaussian_stdev": 2.5, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "BCE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 360, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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{"experiment_name": "0110_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 5, "iterations": 750000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "class_prob", "gaussian_stdev": 2.5, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "BCE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 360, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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{"experiment_name": "0111_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 1, "iterations": 750000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "class_prob", "gaussian_stdev": 2.5, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "CCE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 360, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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{"experiment_name": "0112_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 2, "iterations": 750000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "class_prob", "gaussian_stdev": 2.5, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "CCE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 360, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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{
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H&E+IHC_CR_MAE/model_instance_5/config.json
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{"experiment_name": "0040_experiment", "experiments_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/models/rotation", "norm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/images", "norm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/normalized/annotations", "unnorm_image_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/images", "unnorm_segmentation_folder": "/hpc/dlab_skin_ai/projects/tissue_matching/data/unnormalized/annotations", "labels_path": ["/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_HE.json", "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/image_rotations_IHC.json"], "selection_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/assigned_split.json", "mapping_path": "/hpc/dlab_skin_ai/projects/tissue_matching/data/sheets/patient_mapping.json", "seed": 5, "iterations": 500000, "iterations_per_update": 20, "iterations_per_checkpoint": 5000, "save_all_checkpoints": false, "label_type": "coordinate", "gaussian_stdev": null, "augmentation": {"oversample_small_angles": true, "small_angle_prob": 0.25, "small_angle_range": 30, "brightness": 0.2, "contrast": 0.2, "saturation": 0.2, "hue": 0.05}, "learning_rate": 2e-05, "weight_decay": 0.01, "lr_patience": 5, "lr_factor": 0.5, "loss_function": "MAE", "model": {"patch_shape": 16, "input_dim": 3, "embed_dim": 256, "n_classes": 2, "depth": 14, "n_heads": 4, "mlp_ratio": 5, "pytorch_attn_imp": false, "init_values": 1e-05, "max_tiles": 15000, "tile_dropout_prob": 0.0}, "pretrained_weights_path": "/hpc/dlab_skin_ai/repositories/tissue_matching/rotation/vit_wee_patch16_reg1_gap_256.sbb_in1k.pth", "num_workers": 4, "pin_memory": false}
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