2025-12-01 03:03:28 - eval_codegen - INFO - Logging to: logs/codegen/eval_codegen_20251201_030328.log
2025-12-01 03:03:28 - eval_codegen - INFO - Monitor progress: tail -f logs/codegen/eval_codegen_20251201_030328.log
2025-12-01 03:03:28 - eval_codegen - INFO - ============================================================
2025-12-01 03:03:28 - eval_codegen - INFO - CodeGen Evaluation
2025-12-01 03:03:28 - eval_codegen - INFO - ============================================================
2025-12-01 03:03:28 - eval_codegen - INFO - Using GPU: NVIDIA GeForce RTX 5090
2025-12-01 03:03:28 - eval_codegen - INFO - Configuration:
2025-12-01 03:03:28 - eval_codegen - INFO -   checkpoint: model/checkpoints/run1-java-codegen
2025-12-01 03:03:28 - eval_codegen - INFO -   data: datasets/java
2025-12-01 03:03:28 - eval_codegen - INFO -   k: 5
2025-12-01 03:03:28 - eval_codegen - INFO -   batch_size: 8
2025-12-01 03:03:28 - eval_codegen - INFO -   device: cuda
2025-12-01 03:03:28 - eval_codegen - INFO - Loading model from model/checkpoints/run1-java-codegen...
2025-12-01 03:03:29 - eval_codegen - INFO - Model loaded and set to eval mode
2025-12-01 03:03:29 - eval_codegen - INFO - Loaded 34496 test examples
2025-12-01 03:03:29 - eval_codegen - INFO - Starting evaluation with batch_size=8, k=5
2025-12-01 03:03:29 - eval_codegen - INFO - Total batches: 4312
2025-12-01 05:11:39 - eval_codegen - INFO - Evaluation completed in 7691.71 seconds
2025-12-01 05:11:39 - eval_codegen - INFO - Average speed: 4.48 samples/second
2025-12-01 05:11:39 - eval_codegen - INFO - Metrics saved to: model/metrics/run1-java-codegen/metrics.json
2025-12-01 05:11:40 - eval_codegen - INFO - Detailed results saved to: model/metrics/run1-java-codegen/detailed_results.jsonl
2025-12-01 05:11:40 - eval_codegen - INFO - ============================================================
2025-12-01 05:11:40 - eval_codegen - INFO - EVALUATION RESULTS
2025-12-01 05:11:40 - eval_codegen - INFO - ============================================================
2025-12-01 05:11:40 - eval_codegen - INFO -   n: 34496
2025-12-01 05:11:40 - eval_codegen - INFO -   exact_match: 0.4923
2025-12-01 05:11:40 - eval_codegen - INFO -   exact_match_case_insensitive: 0.4934
2025-12-01 05:11:40 - eval_codegen - INFO -   topk_accuracy: 0.5651
2025-12-01 05:11:40 - eval_codegen - INFO -   avg_levenshtein: 7.1085
2025-12-01 05:11:40 - eval_codegen - INFO -   k: 5
2025-12-01 05:11:40 - eval_codegen - INFO -   device: cuda
2025-12-01 05:11:40 - eval_codegen - INFO -   batch_size: 8
2025-12-01 05:11:40 - eval_codegen - INFO -   elapsed_time_seconds: 7691.7084
2025-12-01 05:11:40 - eval_codegen - INFO -   samples_per_second: 4.4848
2025-12-01 05:11:40 - eval_codegen - INFO - Total evaluation time: 7691.71 seconds (128.20 minutes)