| 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) |
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