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)