| 2025-12-01 11:13:46 - eval_codegen - INFO - Logging to: logs/codegen/eval_codegen_20251201_111346.log | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - Monitor progress: tail -f logs/codegen/eval_codegen_20251201_111346.log | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - ============================================================ | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - CodeGen Evaluation | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - ============================================================ | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - Using GPU: NVIDIA GeForce RTX 5090 | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - Configuration: | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - checkpoint: model/checkpoints/run1-csharp-codegen | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - data: datasets/csharp | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - k: 5 | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - batch_size: 8 | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - device: cuda | |
| 2025-12-01 11:13:46 - eval_codegen - INFO - Loading model from model/checkpoints/run1-csharp-codegen... | |
| 2025-12-01 11:13:47 - eval_codegen - INFO - Model loaded and set to eval mode | |
| 2025-12-01 11:13:47 - eval_codegen - INFO - Loaded 28328 test examples | |
| 2025-12-01 11:13:47 - eval_codegen - INFO - Starting evaluation with batch_size=8, k=5 | |
| 2025-12-01 11:13:47 - eval_codegen - INFO - Total batches: 3541 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - Evaluation completed in 6239.73 seconds | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - Average speed: 4.54 samples/second | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - Metrics saved to: model/metrics/run1-csharp-codegen/metrics.json | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - Detailed results saved to: model/metrics/run1-csharp-codegen/detailed_results.jsonl | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - ============================================================ | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - EVALUATION RESULTS | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - ============================================================ | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - n: 28328 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - exact_match: 0.4854 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - exact_match_case_insensitive: 0.4861 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - topk_accuracy: 0.5551 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - avg_levenshtein: 7.1740 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - k: 5 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - device: cuda | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - batch_size: 8 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - elapsed_time_seconds: 6239.7305 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - samples_per_second: 4.5399 | |
| 2025-12-01 12:57:46 - eval_codegen - INFO - Total evaluation time: 6239.73 seconds (104.00 minutes) | |