Delete unet_epochs30_batch32_lr0.001.log

unet_epochs30_batch32_lr0.001.log

@@ -1,153 +0,0 @@
-nohup: ignoring input
-PyTorch version: 2.7.0+cu128
-CUDA available: True
-CUDA version: 12.8
-GPU: NVIDIA GeForce RTX 4090
-sigmoid disabled
-checkpoint_path: checkpoints/unet_epochs30_batch32_lr0.001
-
-Epoch [1/30]
-Time taken for epoch 1: 0:00:43.209978
-Train Loss: 0.7238 | Val Loss: 0.6560
-✅ Validation improved — model saved.
-
-Epoch [2/30]
-Time taken for epoch 2: 0:00:42.164845
-Train Loss: 0.5603 | Val Loss: 0.5211
-✅ Validation improved — model saved.
-
-Epoch [3/30]
-Time taken for epoch 3: 0:00:42.164324
-Train Loss: 0.5041 | Val Loss: 0.5059
-✅ Validation improved — model saved.
-
-Epoch [4/30]
-Time taken for epoch 4: 0:00:42.141011
-Train Loss: 0.4734 | Val Loss: 0.5228
-⚠️ No improvement for 1 epochs.
-
-Epoch [5/30]
-Time taken for epoch 5: 0:00:42.130260
-Train Loss: 0.4435 | Val Loss: 0.4439
-✅ Validation improved — model saved.
-
-Epoch [6/30]
-Time taken for epoch 6: 0:00:42.149992
-Train Loss: 0.4265 | Val Loss: 0.4024
-✅ Validation improved — model saved.
-
-Epoch [7/30]
-Time taken for epoch 7: 0:00:42.156155
-Train Loss: 0.3851 | Val Loss: 0.3961
-✅ Validation improved — model saved.
-
-Epoch [8/30]
-Time taken for epoch 8: 0:00:42.158115
-Train Loss: 0.3694 | Val Loss: 0.4259
-⚠️ No improvement for 1 epochs.
-
-Epoch [9/30]
-Time taken for epoch 9: 0:00:42.204067
-Train Loss: 0.3657 | Val Loss: 0.3578
-✅ Validation improved — model saved.
-
-Epoch [10/30]
-Time taken for epoch 10: 0:00:42.191173
-Train Loss: 0.3360 | Val Loss: 0.4399
-⚠️ No improvement for 1 epochs.
-
-Epoch [11/30]
-Time taken for epoch 11: 0:00:42.143924
-Train Loss: 0.3231 | Val Loss: 0.3483
-✅ Validation improved — model saved.
-
-Epoch [12/30]
-Time taken for epoch 12: 0:00:42.138028
-Train Loss: 0.3126 | Val Loss: 0.3359
-✅ Validation improved — model saved.
-
-Epoch [13/30]
-Time taken for epoch 13: 0:00:42.148575
-Train Loss: 0.2969 | Val Loss: 0.3537
-⚠️ No improvement for 1 epochs.
-
-Epoch [14/30]
-Time taken for epoch 14: 0:00:42.145657
-Train Loss: 0.2835 | Val Loss: 0.2956
-✅ Validation improved — model saved.
-
-Epoch [15/30]
-Time taken for epoch 15: 0:00:42.166805
-Train Loss: 0.2754 | Val Loss: 0.3219
-⚠️ No improvement for 1 epochs.
-
-Epoch [16/30]
-Time taken for epoch 16: 0:00:42.201696
-Train Loss: 0.2591 | Val Loss: 0.3877
-⚠️ No improvement for 2 epochs.
-
-Epoch [17/30]
-Time taken for epoch 17: 0:00:42.223271
-Train Loss: 0.2509 | Val Loss: 0.2963
-⚠️ No improvement for 3 epochs.
-
-Epoch [18/30]
-Time taken for epoch 18: 0:00:42.165095
-Train Loss: 0.2442 | Val Loss: 0.3683
-⚠️ No improvement for 4 epochs.
-
-Epoch [19/30]
-Time taken for epoch 19: 0:00:42.150570
-Train Loss: 0.2158 | Val Loss: 0.2688
-✅ Validation improved — model saved.
-
-Epoch [20/30]
-Time taken for epoch 20: 0:00:42.169626
-Train Loss: 0.1949 | Val Loss: 0.2692
-⚠️ No improvement for 1 epochs.
-
-Epoch [21/30]
-Time taken for epoch 21: 0:00:42.176523
-Train Loss: 0.1842 | Val Loss: 0.2668
-✅ Validation improved — model saved.
-
-Epoch [22/30]
-Time taken for epoch 22: 0:00:42.203986
-Train Loss: 0.1775 | Val Loss: 0.2602
-✅ Validation improved — model saved.
-
-Epoch [23/30]
-Time taken for epoch 23: 0:00:42.170539
-Train Loss: 0.1689 | Val Loss: 0.2711
-⚠️ No improvement for 1 epochs.
-
-Epoch [24/30]
-Time taken for epoch 24: 0:00:42.147949
-Train Loss: 0.1648 | Val Loss: 0.2704
-⚠️ No improvement for 2 epochs.
-
-Epoch [25/30]
-Time taken for epoch 25: 0:00:42.177936
-Train Loss: 0.1593 | Val Loss: 0.2705
-⚠️ No improvement for 3 epochs.
-
-Epoch [26/30]
-Time taken for epoch 26: 0:00:42.150470
-Train Loss: 0.1553 | Val Loss: 0.2789
-⚠️ No improvement for 4 epochs.
-
-Epoch [27/30]
-Time taken for epoch 27: 0:00:42.179764
-Train Loss: 0.1469 | Val Loss: 0.2732
-⚠️ No improvement for 5 epochs.
-
-Epoch [28/30]
-Time taken for epoch 28: 0:00:42.197436
-Train Loss: 0.1467 | Val Loss: 0.2747
-⚠️ No improvement for 6 epochs.
-
-Epoch [29/30]
-Time taken for epoch 29: 0:00:42.214138
-Train Loss: 0.1460 | Val Loss: 0.2756
-⚠️ No improvement for 7 epochs.
-⛔ Early stopping triggered.