| 2025-11-30 06:22:42 - eval_gpu - INFO - Logging to: logs/codet5/eval_gpu_20251130_062242.log | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - Monitor progress: tail -f logs/codet5/eval_gpu_20251130_062242.log | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - CodeT5+ Evaluation with GPU Support | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - Using GPU: NVIDIA GeForce RTX 4090 | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - Configuration: | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - checkpoint: model/checkpoints/run1-python-codet5 | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - data: datasets/python | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - k: 5 | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - device: cuda | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - batch_size: 16 | |
| 2025-11-30 06:22:42 - eval_gpu - INFO - Model and tokenizer loaded | |
| 2025-11-30 06:22:43 - eval_gpu - INFO - Model moved to cuda and set to eval mode | |
| 2025-11-30 06:22:44 - eval_gpu - INFO - Loaded 19427 test examples | |
| 2025-11-30 06:22:44 - eval_gpu - INFO - Starting evaluation... | |
| 2025-11-30 06:22:44 - eval_gpu - INFO - Total batches: 1215 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - Evaluation completed in 892.93 seconds | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - Average speed: 21.76 samples/second | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - Metrics saved to: model/metrics/run1-python-codet5/metrics.json | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - Detailed results saved to: model/metrics/run1-python-codet5/detailed_results.jsonl | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - EVALUATION RESULTS | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - n: 19427 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - exact_match: 0.5606 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - exact_match_case_insensitive: 0.5680 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - topk_accuracy: 0.6600 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - avg_levenshtein: 4.3544 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - k: 5 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - device: cuda | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - batch_size: 16 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - elapsed_time_seconds: 892.9316 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - samples_per_second: 21.7564 | |
| 2025-11-30 06:37:35 - eval_gpu - INFO - Total evaluation time: 892.93 seconds (14.88 minutes) | |