Results epoch 51
Browse files- baseline_results.json +67 -49
baseline_results.json
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{
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"experiment": "Baseline Original 3D U-Net",
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"status": "
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"train_TP": 16700075,
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"train_FN": 1212190,
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"val_TP": 3837129,
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"val_TN": 14931465,
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"val_FN": 415286,
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"val_dice_background": 0.9793374818712444,
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"val_dice_enhancing": 0.8451576929778707,
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"epoch_seconds": 398.597907
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},
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"total_training_seconds": 14417.651626,
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"files": {
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"best_model": "/kaggle/working/baseline_3dunet_results/baseline_best_model.pth",
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"latest_checkpoint": "/kaggle/working/baseline_3dunet_results/baseline_latest_checkpoint.pth",
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"history_csv": "/kaggle/working/baseline_3dunet_results/baseline_history.csv",
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"results_json": "/kaggle/working/baseline_3dunet_results/baseline_results.json"
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"history": [
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{
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"val_iou_edema": 0.673685773055962,
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"val_iou_enhancing": 0.7137133904088354,
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"epoch_seconds": 416.356897
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}
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}
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{
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"experiment": "Baseline Original 3D U-Net",
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"status": "training",
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"last_completed_epoch": 51,
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"best_epoch": 45,
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"config": {
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"batch_size": 1,
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"num_classes": 4,
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"model": "Original3DUNet",
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"loss": "Dice + Cross Entropy",
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"patch_size": [
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64,
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],
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"modalities": [
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"flair",
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"t1",
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"t2"
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],
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"train_patients": 294,
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"validation_patients": 74,
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"sampling": "Tumor-centered random sampling",
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"dataset": "BraTS2020",
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"excluded_patient": "BraTS20_Training_355",
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"hf_repository": "Reduanul1997/RepositoryBaseLine3DuNet"
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