| 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 | |