| 2025-11-30 08:45:24 - eval_gpu - INFO - Logging to: logs/codet5/eval_gpu_20251130_084524.log | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - Monitor progress: tail -f logs/codet5/eval_gpu_20251130_084524.log | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - CodeT5+ Evaluation with GPU Support | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - Using GPU: NVIDIA GeForce RTX 5090 | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - Configuration: | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - checkpoint: model/checkpoints/run1-java-codet5 | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - data: datasets/java | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - k: 5 | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - device: cuda | |
| 2025-11-30 08:45:24 - eval_gpu - INFO - batch_size: 16 | |
| 2025-11-30 08:45:25 - eval_gpu - INFO - Model and tokenizer loaded | |
| 2025-11-30 08:45:25 - eval_gpu - INFO - Model moved to cuda and set to eval mode | |
| 2025-11-30 08:45:26 - eval_gpu - INFO - Loaded 34496 test examples | |
| 2025-11-30 08:45:26 - eval_gpu - INFO - Starting evaluation... | |
| 2025-11-30 08:45:26 - eval_gpu - INFO - Total batches: 2156 | |
| 2025-11-30 09:04:57 - eval_gpu - INFO - Evaluation completed in 1172.85 seconds | |
| 2025-11-30 09:04:57 - eval_gpu - INFO - Average speed: 29.41 samples/second | |
| 2025-11-30 09:04:57 - eval_gpu - INFO - Metrics saved to: model/metrics/run1-java-codet5/metrics.json | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - Detailed results saved to: model/metrics/run1-java-codet5/detailed_results.jsonl | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - EVALUATION RESULTS | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - ============================================================ | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - n: 34496 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - exact_match: 0.6631 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - exact_match_case_insensitive: 0.6650 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - topk_accuracy: 0.7395 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - avg_levenshtein: 3.7492 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - k: 5 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - device: cuda | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - batch_size: 16 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - elapsed_time_seconds: 1172.8496 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - samples_per_second: 29.4121 | |
| 2025-11-30 09:04:58 - eval_gpu - INFO - Total evaluation time: 1172.85 seconds (19.55 minutes) | |