SE results after epoch 47
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": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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@@ -1915,6 +1915,47 @@
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"val_iou_edema": 0.66999774749697,
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"val_iou_enhancing": 0.6708894357465428,
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"epoch_seconds": 599.509845495224
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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": 47,
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"next_epoch": 48,
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"best_epoch": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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"val_iou_edema": 0.66999774749697,
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"val_iou_enhancing": 0.6708894357465428,
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"epoch_seconds": 599.509845495224
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},
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{
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"epoch": 47,
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"learning_rate": 1.5708419435684504e-06,
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"train_loss": 0.41698185917066066,
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"val_loss": 0.5090865923746212,
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"train_dice": 0.8370455766008087,
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"val_dice": 0.7471320505029255,
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| 1926 |
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"train_dice_macro_all": 0.8733406734305011,
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"val_dice_macro_all": 0.8048474534587415,
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"train_tumor_dice": 0.9409986283169325,
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"val_tumor_dice": 0.9116329745604711,
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"train_iou": 0.7202703720544891,
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"val_iou": 0.6073529728816165,
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"train_tumor_iou": 0.8885716803382476,
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"val_tumor_iou": 0.8376153937522272,
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"train_precision": 0.9521358387683612,
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"val_precision": 0.948095106850678,
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"train_recall": 0.9301189511926115,
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"val_recall": 0.8778715224101181,
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"train_fnr": 0.06988104880738853,
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"val_fnr": 0.12212847758988185,
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"train_fpr": 0.014300707197248413,
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"val_fpr": 0.012549124185120856,
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"train_TP": 16789593,
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"train_TN": 58175301,
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"train_FP": 844018,
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"train_FN": 1261424,
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"val_TP": 3525942,
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"val_TN": 15189156,
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"val_FP": 193033,
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"val_FN": 490525,
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"val_dice_background": 0.9779936623261897,
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"val_dice_ncr_net": 0.5967166289370396,
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| 1952 |
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"val_dice_edema": 0.8119449630389036,
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| 1953 |
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"val_dice_enhancing": 0.8327345595328332,
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| 1954 |
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"val_iou_background": 0.9569350269903433,
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"val_iou_ncr_net": 0.42522888907679285,
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| 1956 |
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"val_iou_edema": 0.6834236948447795,
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| 1957 |
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"val_iou_enhancing": 0.7134063347232771,
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"epoch_seconds": 586.5097160339355
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}
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]
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}
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