Delete unet_epochs30_batch32_lr0.001_freeze_encoder_epochs20_batch32_lr0.005.log

unet_epochs30_batch32_lr0.001_freeze_encoder_epochs20_batch32_lr0.005.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 t2gz18kk
-wandb: Tracking run with wandb version 0.22.3
-wandb: Run data is saved locally in /home/kaijun/CE6190---Image-Segmentation/wandb/run-20251111_141336-t2gz18kk
-wandb: Run `wandb offline` to turn off syncing.
-wandb: Syncing run unet_epochs30_batch32_lr0.001_freeze_encoder_epochs20_batch32_lr0.005
-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/t2gz18kk
-wandb: updating run metadata
-wandb: uploading wandb-summary.json; uploading output.log
-wandb: uploading wandb-summary.json; uploading output.log; uploading config.yaml; uploading history steps 12-12, summary, console lines 62-65
-wandb: uploading wandb-summary.json; uploading output.log; uploading config.yaml
-wandb: uploading wandb-summary.json; uploading config.yaml
-wandb: uploading data
-wandb: 
-wandb: Run history:
-wandb:     epochs ▁▂▂▃▃▄▅▅▆▆▇▇█
-wandb: train_loss █▅▅▄▄▄▃▃▃▃▂▁▁
-wandb:   val_loss ▇▅▁▅▅▁▅█▂█▃▄▃
-wandb: 
-wandb: Run summary:
-wandb:     epochs 13
-wandb: train_loss 0.13112
-wandb:   val_loss 0.273
-wandb: 
-wandb: 🚀 View run unet_epochs30_batch32_lr0.001_freeze_encoder_epochs20_batch32_lr0.005 at: https://wandb.ai/kaijun123-nanyang-technological-university-singapore/ce6190-semantic-segmentation/runs/t2gz18kk
-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_141336-t2gz18kk/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_epochs20_batch32_lr0.005
-split: train data_split_path: combined_data_split.json
-split: valid data_split_path: combined_data_split.json
-
-Epoch [1/20]
-Time taken for epoch 1: 0:01:02.609510
-Train Loss: 0.1681 | Val Loss: 0.2832
-✅ Validation improved — model saved.
-
-Epoch [2/20]
-Time taken for epoch 2: 0:01:00.957051
-Train Loss: 0.1535 | Val Loss: 0.2777
-✅ Validation improved — model saved.
-
-Epoch [3/20]
-Time taken for epoch 3: 0:01:00.259887
-Train Loss: 0.1505 | Val Loss: 0.2684
-✅ Validation improved — model saved.
-
-Epoch [4/20]
-Time taken for epoch 4: 0:01:01.074658
-Train Loss: 0.1488 | Val Loss: 0.2785
-⚠️ No improvement for 1 epochs.
-
-Epoch [5/20]
-Time taken for epoch 5: 0:01:01.501208
-Train Loss: 0.1474 | Val Loss: 0.2783
-⚠️ No improvement for 2 epochs.
-
-Epoch [6/20]
-Time taken for epoch 6: 0:01:01.322478
-Train Loss: 0.1456 | Val Loss: 0.2683
-✅ Validation improved — model saved.
-
-Epoch [7/20]
-Time taken for epoch 7: 0:01:01.486441
-Train Loss: 0.1436 | Val Loss: 0.2781
-⚠️ No improvement for 1 epochs.
-
-Epoch [8/20]
-Time taken for epoch 8: 0:01:01.507692
-Train Loss: 0.1421 | Val Loss: 0.2840
-⚠️ No improvement for 2 epochs.
-
-Epoch [9/20]
-Time taken for epoch 9: 0:01:01.640441
-Train Loss: 0.1409 | Val Loss: 0.2717
-⚠️ No improvement for 3 epochs.
-
-Epoch [10/20]
-Time taken for epoch 10: 0:01:01.018847
-Train Loss: 0.1402 | Val Loss: 0.2848
-⚠️ No improvement for 4 epochs.
-
-Epoch [11/20]
-Time taken for epoch 11: 0:01:01.497435
-Train Loss: 0.1338 | Val Loss: 0.2739
-⚠️ No improvement for 5 epochs.
-
-Epoch [12/20]
-Time taken for epoch 12: 0:00:58.877680
-Train Loss: 0.1323 | Val Loss: 0.2748
-⚠️ No improvement for 6 epochs.
-
-Epoch [13/20]
-Time taken for epoch 13: 0:01:00.537987
-Train Loss: 0.1311 | Val Loss: 0.2730
-⚠️ No improvement for 7 epochs.
-⛔ Early stopping triggered.