SE results after epoch 29
Browse files- results.json +43 -2
results.json
CHANGED
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@@ -1,8 +1,8 @@
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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": 0.6616056316282738,
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"val_iou_enhancing": 0.6883771518719667,
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"epoch_seconds": 1656.6765940189362
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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": 29,
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"next_epoch": 30,
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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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| 1177 |
"val_iou_edema": 0.6616056316282738,
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| 1178 |
"val_iou_enhancing": 0.6883771518719667,
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| 1179 |
"epoch_seconds": 1656.6765940189362
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},
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{
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"epoch": 29,
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| 1183 |
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"learning_rate": 4.063093427071375e-05,
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| 1184 |
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"train_loss": 0.4789269397250649,
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| 1185 |
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"val_loss": 0.5067883673551921,
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| 1186 |
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"train_dice": 0.8073892872136833,
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| 1187 |
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"val_dice": 0.7564754417185805,
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| 1188 |
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"train_dice_macro_all": 0.8503087178130264,
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| 1189 |
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"val_dice_macro_all": 0.8122749194586052,
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| 1190 |
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"train_tumor_dice": 0.9324612097210935,
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| 1191 |
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"val_tumor_dice": 0.9253089565780009,
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| 1192 |
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"train_iou": 0.6780820157625286,
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| 1193 |
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"val_iou": 0.6169387853576175,
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| 1194 |
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"train_tumor_iou": 0.8734682226183813,
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| 1195 |
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"val_tumor_iou": 0.8609999704023398,
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"train_precision": 0.9488631271595137,
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"val_precision": 0.9362770927141322,
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"train_recall": 0.9166166995920174,
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"val_recall": 0.9145948201594438,
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"train_fnr": 0.08338330040798253,
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"val_fnr": 0.08540517984055616,
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"train_fpr": 0.015659301699098804,
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"val_fpr": 0.01719340689690199,
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"train_TP": 17003743,
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"train_TN": 57603408,
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"train_FP": 916379,
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"train_FN": 1546806,
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"val_TP": 3839898,
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"val_TN": 14938844,
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"val_FP": 261343,
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"val_FN": 358571,
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"val_dice_background": 0.9796733526786795,
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| 1213 |
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"val_dice_ncr_net": 0.626670934746035,
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| 1214 |
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"val_dice_edema": 0.8043528698681762,
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| 1215 |
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"val_dice_enhancing": 0.8384025205415303,
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| 1216 |
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"val_iou_background": 0.9601565883343645,
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"val_iou_ncr_net": 0.45631520558413796,
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| 1218 |
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"val_iou_edema": 0.6727343290486498,
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| 1219 |
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"val_iou_enhancing": 0.7217668214400645,
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"epoch_seconds": 1497.2610983848572
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}
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]
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}
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