SE results after epoch 27
Browse files- results.json +43 -2
results.json
CHANGED
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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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"last_completed_epoch":
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"next_epoch":
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"best_epoch": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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"val_iou_edema": 0.6600540496728652,
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"val_iou_enhancing": 0.717290564212117,
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| 1097 |
"epoch_seconds": 1571.5878903865814
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}
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]
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}
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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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+
"last_completed_epoch": 27,
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"next_epoch": 28,
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"best_epoch": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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| 1095 |
"val_iou_edema": 0.6600540496728652,
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| 1096 |
"val_iou_enhancing": 0.717290564212117,
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| 1097 |
"epoch_seconds": 1571.5878903865814
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},
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{
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"epoch": 27,
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| 1101 |
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"learning_rate": 4.6860474023534314e-05,
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| 1102 |
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"train_loss": 0.47856791793894604,
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| 1103 |
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"val_loss": 0.5592065095096022,
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| 1104 |
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"train_dice": 0.8148539688588722,
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| 1105 |
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"val_dice": 0.7464466884189971,
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| 1106 |
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"train_dice_macro_all": 0.8560894797266728,
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| 1107 |
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"val_dice_macro_all": 0.803390514682934,
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| 1108 |
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"train_tumor_dice": 0.9323990916747253,
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| 1109 |
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"val_tumor_dice": 0.9089045922356078,
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| 1110 |
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"train_iou": 0.6887510861075151,
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| 1111 |
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"val_iou": 0.6021699751214408,
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| 1112 |
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"train_tumor_iou": 0.8733592154182055,
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| 1113 |
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"val_tumor_iou": 0.8330202709751244,
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"train_precision": 0.9480924562967632,
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| 1115 |
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"val_precision": 0.9466734243231328,
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| 1116 |
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"train_recall": 0.9172167984708693,
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| 1117 |
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"val_recall": 0.8740338167237052,
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| 1118 |
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"train_fnr": 0.08278320152913067,
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| 1119 |
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"val_fnr": 0.12596618327629489,
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| 1120 |
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"train_fpr": 0.015332748740837966,
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| 1121 |
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"val_fpr": 0.014653644089071884,
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| 1122 |
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"train_TP": 16535124,
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"train_TN": 58137549,
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"train_FP": 905289,
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"train_FN": 1492374,
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"val_TP": 3888871,
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| 1127 |
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"val_TN": 14730257,
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| 1128 |
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"val_FP": 219062,
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| 1129 |
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"val_FN": 560466,
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"val_dice_background": 0.9742219934747445,
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| 1131 |
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"val_dice_ncr_net": 0.6325225653258124,
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| 1132 |
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"val_dice_edema": 0.7813744549021999,
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| 1133 |
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"val_dice_enhancing": 0.825443045028979,
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| 1134 |
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"val_iou_background": 0.9497395998719518,
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| 1135 |
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"val_iou_ncr_net": 0.46254698563016206,
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| 1136 |
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"val_iou_edema": 0.6411932344972231,
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| 1137 |
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"val_iou_enhancing": 0.7027697052369373,
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"epoch_seconds": 1542.2254490852356
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}
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]
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}
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