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)