Delete unet_epochs30_batch32_lr0.002.log

unet_epochs30_batch32_lr0.002.log

@@ -1,158 +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_lr0.002
-
-Epoch [1/30]
-Time taken for epoch 1: 0:01:07.321107
-Train Loss: 0.7515 | Val Loss: 0.7349
-✅ Validation improved — model saved.
-
-Epoch [2/30]
-Time taken for epoch 2: 0:00:41.725214
-Train Loss: 0.6366 | Val Loss: 0.6584
-✅ Validation improved — model saved.
-
-Epoch [3/30]
-Time taken for epoch 3: 0:00:41.741561
-Train Loss: 0.5936 | Val Loss: 0.7509
-⚠️ No improvement for 1 epochs.
-
-Epoch [4/30]
-Time taken for epoch 4: 0:00:41.705633
-Train Loss: 0.5622 | Val Loss: 0.5722
-✅ Validation improved — model saved.
-
-Epoch [5/30]
-Time taken for epoch 5: 0:00:41.747515
-Train Loss: 0.5302 | Val Loss: 0.4825
-✅ Validation improved — model saved.
-
-Epoch [6/30]
-Time taken for epoch 6: 0:00:41.629183
-Train Loss: 0.5009 | Val Loss: 0.4922
-⚠️ No improvement for 1 epochs.
-
-Epoch [7/30]
-Time taken for epoch 7: 0:00:41.642311
-Train Loss: 0.4852 | Val Loss: 0.4780
-✅ Validation improved — model saved.
-
-Epoch [8/30]
-Time taken for epoch 8: 0:00:41.813184
-Train Loss: 0.4643 | Val Loss: 0.6178
-⚠️ No improvement for 1 epochs.
-
-Epoch [9/30]
-Time taken for epoch 9: 0:00:42.445445
-Train Loss: 0.4381 | Val Loss: 0.4141
-✅ Validation improved — model saved.
-
-Epoch [10/30]
-Time taken for epoch 10: 0:00:42.756022
-Train Loss: 0.4193 | Val Loss: 0.5146
-⚠️ No improvement for 1 epochs.
-
-Epoch [11/30]
-Time taken for epoch 11: 0:00:41.794892
-Train Loss: 0.4019 | Val Loss: 0.4091
-✅ Validation improved — model saved.
-
-Epoch [12/30]
-Time taken for epoch 12: 0:00:41.772372
-Train Loss: 0.3860 | Val Loss: 0.4492
-⚠️ No improvement for 1 epochs.
-
-Epoch [13/30]
-Time taken for epoch 13: 0:00:41.716402
-Train Loss: 0.3818 | Val Loss: 0.3965
-✅ Validation improved — model saved.
-
-Epoch [14/30]
-Time taken for epoch 14: 0:00:41.859875
-Train Loss: 0.3561 | Val Loss: 0.4099
-⚠️ No improvement for 1 epochs.
-
-Epoch [15/30]
-Time taken for epoch 15: 0:00:41.732123
-Train Loss: 0.3416 | Val Loss: 0.3668
-✅ Validation improved — model saved.
-
-Epoch [16/30]
-Time taken for epoch 16: 0:00:41.728876
-Train Loss: 0.3136 | Val Loss: 0.3711
-⚠️ No improvement for 1 epochs.
-
-Epoch [17/30]
-Time taken for epoch 17: 0:00:41.770381
-Train Loss: 0.3043 | Val Loss: 0.3549
-✅ Validation improved — model saved.
-
-Epoch [18/30]
-Time taken for epoch 18: 0:00:41.763336
-Train Loss: 0.2885 | Val Loss: 0.3747
-⚠️ No improvement for 1 epochs.
-
-Epoch [19/30]
-Time taken for epoch 19: 0:00:41.818925
-Train Loss: 0.2639 | Val Loss: 0.3664
-⚠️ No improvement for 2 epochs.
-
-Epoch [20/30]
-Time taken for epoch 20: 0:00:41.741736
-Train Loss: 0.2562 | Val Loss: 0.3781
-⚠️ No improvement for 3 epochs.
-
-Epoch [21/30]
-Time taken for epoch 21: 0:00:41.741983
-Train Loss: 0.2397 | Val Loss: 0.3645
-⚠️ No improvement for 4 epochs.
-
-Epoch [22/30]
-Time taken for epoch 22: 0:00:41.686538
-Train Loss: 0.2058 | Val Loss: 0.3312
-✅ Validation improved — model saved.
-
-Epoch [23/30]
-Time taken for epoch 23: 0:00:41.729279
-Train Loss: 0.1922 | Val Loss: 0.3274
-✅ Validation improved — model saved.
-
-Epoch [24/30]
-Time taken for epoch 24: 0:00:41.670759
-Train Loss: 0.1813 | Val Loss: 0.3299
-⚠️ No improvement for 1 epochs.
-
-Epoch [25/30]
-Time taken for epoch 25: 0:00:41.695230
-Train Loss: 0.1753 | Val Loss: 0.3348
-⚠️ No improvement for 2 epochs.
-
-Epoch [26/30]
-Time taken for epoch 26: 0:00:41.707373
-Train Loss: 0.1688 | Val Loss: 0.3329
-⚠️ No improvement for 3 epochs.
-
-Epoch [27/30]
-Time taken for epoch 27: 0:00:41.708740
-Train Loss: 0.1627 | Val Loss: 0.3336
-⚠️ No improvement for 4 epochs.
-
-Epoch [28/30]
-Time taken for epoch 28: 0:00:41.708981
-Train Loss: 0.1579 | Val Loss: 0.3376
-⚠️ No improvement for 5 epochs.
-
-Epoch [29/30]
-Time taken for epoch 29: 0:00:41.728628
-Train Loss: 0.1571 | Val Loss: 0.3374
-⚠️ No improvement for 6 epochs.
-
-Epoch [30/30]
-Time taken for epoch 30: 0:00:41.785874
-Train Loss: 0.1562 | Val Loss: 0.3348
-⚠️ No improvement for 7 epochs.
-⛔ Early stopping triggered.