Delete unet_epochs30_batch32_lr0.001_freeze_encoder_epochs30_batch32_lr0.001.log

unet_epochs30_batch32_lr0.001_freeze_encoder_epochs30_batch32_lr0.001.log

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-nohup: ignoring input
-wandb: Currently logged in as: kaijun123 (kaijun123-nanyang-technological-university-singapore) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
-wandb: setting up run 6spl7gwh
-wandb: Tracking run with wandb version 0.22.3
-wandb: Run data is saved locally in /home/kaijun/CE6190---Image-Segmentation/wandb/run-20251111_000302-6spl7gwh
-wandb: Run `wandb offline` to turn off syncing.
-wandb: Syncing run unet_epochs30_batch32_lr0.001_freeze_encoder_epochs30_batch32_lr0.001
-wandb: ⭐️ View project at https://wandb.ai/kaijun123-nanyang-technological-university-singapore/ce6190-semantic-segmentation
-wandb: 🚀 View run at https://wandb.ai/kaijun123-nanyang-technological-university-singapore/ce6190-semantic-segmentation/runs/6spl7gwh
-wandb: updating run metadata
-wandb: uploading output.log; uploading wandb-summary.json
-wandb: uploading output.log; uploading wandb-summary.json; uploading config.yaml
-wandb: uploading output.log; uploading wandb-summary.json
-wandb: uploading history steps 20-20, summary, console lines 102-105
-wandb: 
-wandb: Run history:
-wandb:     epochs ▁▁▂▂▂▃▃▃▄▄▅▅▅▆▆▆▇▇▇██
-wandb: train_loss ██▇▇█▆▆▅▅▅▅▅▄▄▄▄▄▃▂▁▁
-wandb:   val_loss ▃▃▃▃▅▆▂▂▅▆▂█▃▁▂▄▄▂▃▃▄
-wandb: 
-wandb: Run summary:
-wandb:     epochs 21
-wandb: train_loss 0.12465
-wandb:   val_loss 0.2755
-wandb: 
-wandb: 🚀 View run unet_epochs30_batch32_lr0.001_freeze_encoder_epochs30_batch32_lr0.001 at: https://wandb.ai/kaijun123-nanyang-technological-university-singapore/ce6190-semantic-segmentation/runs/6spl7gwh
-wandb: ⭐️ View project at: https://wandb.ai/kaijun123-nanyang-technological-university-singapore/ce6190-semantic-segmentation
-wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
-wandb: Find logs at: ./wandb/run-20251111_000302-6spl7gwh/logs
-PyTorch version: 2.7.0+cu128
-CUDA available: True
-CUDA version: 12.8
-GPU: NVIDIA GeForce RTX 4090
-Loading weights from local directory
-freeze encoder
-checkpoint_path: checkpoints/unet_epochs30_batch32_lr0.001_freeze_encoder_epochs30_batch32_lr0.001
-split: train data_split_path: combined_data_split.json
-split: valid data_split_path: combined_data_split.json
-
-Epoch [1/30]
-Time taken for epoch 1: 0:00:30.485078
-Train Loss: 0.1490 | Val Loss: 0.2743
-✅ Validation improved — model saved.
-
-Epoch [2/30]
-Time taken for epoch 2: 0:00:29.358091
-Train Loss: 0.1479 | Val Loss: 0.2744
-⚠️ No improvement for 1 epochs.
-
-Epoch [3/30]
-Time taken for epoch 3: 0:00:29.325511
-Train Loss: 0.1464 | Val Loss: 0.2746
-⚠️ No improvement for 2 epochs.
-
-Epoch [4/30]
-Time taken for epoch 4: 0:00:29.550897
-Train Loss: 0.1444 | Val Loss: 0.2723
-✅ Validation improved — model saved.
-
-Epoch [5/30]
-Time taken for epoch 5: 0:00:30.235633
-Train Loss: 0.1492 | Val Loss: 0.2782
-⚠️ No improvement for 1 epochs.
-
-Epoch [6/30]
-Time taken for epoch 6: 0:00:30.045303
-Train Loss: 0.1432 | Val Loss: 0.2798
-⚠️ No improvement for 2 epochs.
-
-Epoch [7/30]
-Time taken for epoch 7: 0:00:30.027648
-Train Loss: 0.1406 | Val Loss: 0.2718
-✅ Validation improved — model saved.
-
-Epoch [8/30]
-Time taken for epoch 8: 0:00:29.842414
-Train Loss: 0.1393 | Val Loss: 0.2716
-✅ Validation improved — model saved.
-
-Epoch [9/30]
-Time taken for epoch 9: 0:00:29.536086
-Train Loss: 0.1389 | Val Loss: 0.2786
-⚠️ No improvement for 1 epochs.
-
-Epoch [10/30]
-Time taken for epoch 10: 0:00:29.464946
-Train Loss: 0.1386 | Val Loss: 0.2797
-⚠️ No improvement for 2 epochs.
-
-Epoch [11/30]
-Time taken for epoch 11: 0:00:29.483013
-Train Loss: 0.1370 | Val Loss: 0.2704
-✅ Validation improved — model saved.
-
-Epoch [12/30]
-Time taken for epoch 12: 0:00:29.445689
-Train Loss: 0.1370 | Val Loss: 0.2860
-⚠️ No improvement for 1 epochs.
-
-Epoch [13/30]
-Time taken for epoch 13: 0:00:29.331030
-Train Loss: 0.1359 | Val Loss: 0.2736
-⚠️ No improvement for 2 epochs.
-
-Epoch [14/30]
-Time taken for epoch 14: 0:00:29.328438
-Train Loss: 0.1353 | Val Loss: 0.2683
-✅ Validation improved — model saved.
-
-Epoch [15/30]
-Time taken for epoch 15: 0:00:29.422292
-Train Loss: 0.1356 | Val Loss: 0.2698
-⚠️ No improvement for 1 epochs.
-
-Epoch [16/30]
-Time taken for epoch 16: 0:00:29.363035
-Train Loss: 0.1348 | Val Loss: 0.2771
-⚠️ No improvement for 2 epochs.
-
-Epoch [17/30]
-Time taken for epoch 17: 0:00:29.363021
-Train Loss: 0.1352 | Val Loss: 0.2749
-⚠️ No improvement for 3 epochs.
-
-Epoch [18/30]
-Time taken for epoch 18: 0:00:29.335649
-Train Loss: 0.1319 | Val Loss: 0.2716
-⚠️ No improvement for 4 epochs.
-
-Epoch [19/30]
-Time taken for epoch 19: 0:00:29.312675
-Train Loss: 0.1266 | Val Loss: 0.2734
-⚠️ No improvement for 5 epochs.
-
-Epoch [20/30]
-Time taken for epoch 20: 0:00:29.372358
-Train Loss: 0.1257 | Val Loss: 0.2737
-⚠️ No improvement for 6 epochs.
-
-Epoch [21/30]
-Time taken for epoch 21: 0:00:29.343112
-Train Loss: 0.1246 | Val Loss: 0.2755
-⚠️ No improvement for 7 epochs.
-⛔ Early stopping triggered.