| 2025-11-29 22:20:42 - train - INFO - Logging to: logs/codet5/train_20251129_222042.log |
| 2025-11-29 22:20:42 - train - INFO - Monitor progress: tail -f logs/codet5/train_20251129_222042.log |
| 2025-11-29 22:20:42 - train - INFO - ============================================================ |
| 2025-11-29 22:20:42 - train - INFO - CodeT5+ Training |
| 2025-11-29 22:20:42 - train - INFO - ============================================================ |
| 2025-11-29 22:20:42 - train - INFO - Using CUDA device: 0 |
| 2025-11-29 22:20:42 - train - INFO - GPU: NVIDIA GeForce RTX 4090 |
| 2025-11-29 22:20:42 - train - INFO - Configuration: |
| 2025-11-29 22:20:42 - train - INFO - model: Salesforce/codet5p-220m |
| 2025-11-29 22:20:42 - train - INFO - data: datasets/python |
| 2025-11-29 22:20:42 - train - INFO - output: model/checkpoints/run1-python-codet5 |
| 2025-11-29 22:20:42 - train - INFO - batch_size: 10 |
| 2025-11-29 22:20:42 - train - INFO - gradient_accumulation_steps: 4 |
| 2025-11-29 22:20:42 - train - INFO - effective_batch_size: 40 |
| 2025-11-29 22:20:42 - train - INFO - learning_rate: 5e-05 |
| 2025-11-29 22:20:42 - train - INFO - epochs: 5 |
| 2025-11-29 22:20:42 - train - INFO - max_source_len: 1024 |
| 2025-11-29 22:20:42 - train - INFO - max_target_len: 32 |
| 2025-11-29 22:20:42 - train - INFO - fp16: True |
| 2025-11-29 22:20:42 - train - INFO - seed: 42 |
| 2025-11-29 22:20:42 - train - INFO - Loading tokenizer and model... |
| 2025-11-29 22:20:51 - train - INFO - Model loaded: Salesforce/codet5p-220m |
| 2025-11-29 22:20:51 - train - INFO - Loading and preprocessing dataset... |
| 2025-11-29 22:20:54 - train - INFO - Train examples: 155411 |
| 2025-11-29 22:20:54 - train - INFO - Validation examples: 19426 |
| 2025-11-29 22:30:30 - train - INFO - Dataset preprocessing completed |
| 2025-11-29 22:30:30 - train - INFO - Starting training... |
| 2025-11-29 22:30:30 - train - INFO - Total training steps: 19425 |
| 2025-11-29 22:30:30 - train - INFO - No checkpoint found for auto-resume, starting from scratch |
| 2025-11-30 06:15:27 - train - INFO - Training completed in 28485.35 seconds (7.91 hours) |
| 2025-11-30 06:15:27 - train - INFO - Saving model to model/checkpoints/run1-python-codet5 |
| 2025-11-30 06:15:28 - train - INFO - Model and tokenizer saved successfully |
| 2025-11-30 06:15:28 - train - INFO - ============================================================ |
| 2025-11-30 06:15:28 - train - INFO - Training Summary |
| 2025-11-30 06:15:28 - train - INFO - ============================================================ |
| 2025-11-30 06:15:28 - train - INFO - Total time: 7.91 hours |
| 2025-11-30 06:15:28 - train - INFO - Output directory: model/checkpoints/run1-python-codet5 |
| 2025-11-30 06:15:28 - train - INFO - Training log: model/checkpoints/run1-python-codet5/training_log.csv |
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