Datasets:
KagglingFace
/
nnUNet-KiTS19-3d-lowres-50epochs

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2024-03-24 17:58:37.048950: Epoch time: 140.22 s
2024-03-24 17:58:37.049152: Yayy! New best EMA pseudo Dice: 0.795
2024-03-24 17:58:41.048188:
2024-03-24 17:58:41.048372: Epoch 35
2024-03-24 17:58:41.048530: Current learning rate: 0.00968
2024-03-24 18:01:08.357552: train_loss -0.6866
2024-03-24 18:01:08.359370: val_loss -0.6541
2024-03-24 18:01:08.359644: Pseudo dice [0.9261, 0.7293]
2024-03-24 18:01:08.359797: Epoch time: 147.31 s
2024-03-24 18:01:08.359922: Yayy! New best EMA pseudo Dice: 0.7983
2024-03-24 18:01:12.269588:
2024-03-24 18:01:12.269845: Epoch 36
2024-03-24 18:01:12.270009: Current learning rate: 0.00968
2024-03-24 18:03:52.319921: train_loss -0.6888
2024-03-24 18:03:52.320328: val_loss -0.6672
2024-03-24 18:03:52.320490: Pseudo dice [0.9302, 0.7192]
2024-03-24 18:03:52.320630: Epoch time: 160.05 s
2024-03-24 18:03:52.320781: Yayy! New best EMA pseudo Dice: 0.8009
2024-03-24 18:03:57.342496:
2024-03-24 18:03:57.342712: Epoch 37
2024-03-24 18:03:57.342895: Current learning rate: 0.00967
2024-03-24 18:06:35.489303: train_loss -0.673
2024-03-24 18:06:35.501899: val_loss -0.6721
2024-03-24 18:06:35.502155: Pseudo dice [0.921, 0.7519]
2024-03-24 18:06:35.502289: Epoch time: 158.15 s
2024-03-24 18:06:35.502398: Yayy! New best EMA pseudo Dice: 0.8045
2024-03-24 18:06:39.996403:
2024-03-24 18:06:39.996625: Epoch 38
2024-03-24 18:06:39.996800: Current learning rate: 0.00966
2024-03-24 18:09:22.369119: train_loss -0.6982
2024-03-24 18:09:22.369478: val_loss -0.7045
2024-03-24 18:09:22.369633: Pseudo dice [0.9184, 0.8071]
2024-03-24 18:09:22.369831: Epoch time: 162.37 s
2024-03-24 18:09:22.369965: Yayy! New best EMA pseudo Dice: 0.8103
2024-03-24 18:09:26.710797:
2024-03-24 18:09:26.710977: Epoch 39
2024-03-24 18:09:26.711113: Current learning rate: 0.00965
2024-03-24 18:12:03.184464: train_loss -0.6966
2024-03-24 18:12:03.184867: val_loss -0.7096
2024-03-24 18:12:03.185075: Pseudo dice [0.9245, 0.8403]
2024-03-24 18:12:03.185246: Epoch time: 156.48 s
2024-03-24 18:12:03.185401: Yayy! New best EMA pseudo Dice: 0.8175
2024-03-24 18:12:07.819503:
2024-03-24 18:12:07.819687: Epoch 40
2024-03-24 18:12:07.819849: Current learning rate: 0.00964
2024-03-24 18:14:38.331028: train_loss -0.6972
2024-03-24 18:14:38.331380: val_loss -0.6442
2024-03-24 18:14:38.331524: Pseudo dice [0.9248, 0.7589]
2024-03-24 18:14:38.331650: Epoch time: 150.51 s
2024-03-24 18:14:38.331751: Yayy! New best EMA pseudo Dice: 0.8199
2024-03-24 18:14:42.960252:
2024-03-24 18:14:42.960552: Epoch 41
2024-03-24 18:14:42.960833: Current learning rate: 0.00963
2024-03-24 18:17:14.878902: train_loss -0.6824
2024-03-24 18:17:14.879389: val_loss -0.6697
2024-03-24 18:17:14.879630: Pseudo dice [0.9089, 0.7363]
2024-03-24 18:17:14.879842: Epoch time: 151.92 s
2024-03-24 18:17:14.879987: Yayy! New best EMA pseudo Dice: 0.8202
2024-03-24 18:17:18.423240:
2024-03-24 18:17:18.423432: Epoch 42
2024-03-24 18:17:18.423583: Current learning rate: 0.00962
2024-03-24 18:19:47.753951: train_loss -0.7133
2024-03-24 18:19:47.754320: val_loss -0.6756
2024-03-24 18:19:47.754466: Pseudo dice [0.922, 0.7325]
2024-03-24 18:19:47.754602: Epoch time: 149.33 s
2024-03-24 18:19:47.767067: Yayy! New best EMA pseudo Dice: 0.8209
2024-03-24 18:19:52.198517:
2024-03-24 18:19:52.198774: Epoch 43
2024-03-24 18:19:52.198946: Current learning rate: 0.00961
2024-03-24 18:22:37.380334: train_loss -0.692
2024-03-24 18:22:37.380738: val_loss -0.6744
2024-03-24 18:22:37.380942: Pseudo dice [0.9269, 0.8146]
2024-03-24 18:22:37.381086: Epoch time: 165.18 s
2024-03-24 18:22:37.381197: Yayy! New best EMA pseudo Dice: 0.8259
2024-03-24 18:22:41.343252:
2024-03-24 18:22:41.343494: Epoch 44
2024-03-24 18:22:41.343674: Current learning rate: 0.0096
2024-03-24 18:25:22.893325: train_loss -0.7012
2024-03-24 18:25:22.893700: val_loss -0.6615
2024-03-24 18:25:22.893893: Pseudo dice [0.9227, 0.7506]
2024-03-24 18:25:22.894041: Epoch time: 161.55 s
2024-03-24 18:25:22.894156: Yayy! New best EMA pseudo Dice: 0.827
2024-03-24 18:25:27.090650:
2024-03-24 18:25:27.090975: Epoch 45
2024-03-24 18:25:27.091231: Current learning rate: 0.00959
2024-03-24 18:28:00.074991: train_loss -0.701
2024-03-24 18:28:00.087886: val_loss -0.693
2024-03-24 18:28:00.088158: Pseudo dice [0.9185, 0.8504]
2024-03-24 18:28:00.088310: Epoch time: 152.99 s
2024-03-24 18:28:00.088415: Yayy! New best EMA pseudo Dice: 0.8327
2024-03-24 18:28:03.062781:
2024-03-24 18:28:03.062979: Epoch 46
2024-03-24 18:28:03.063136: Current learning rate: 0.00959
2024-03-24 18:30:43.089210: train_loss -0.7152
2024-03-24 18:30:43.089587: val_loss -0.7407
2024-03-24 18:30:43.089754: Pseudo dice [0.9342, 0.8329]
2024-03-24 18:30:43.089949: Epoch time: 160.03 s
2024-03-24 18:30:43.090073: Yayy! New best EMA pseudo Dice: 0.8378
2024-03-24 18:30:47.624362:
2024-03-24 18:30:47.624609: Epoch 47