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+ 2025-11-29 22:20:42 - train - INFO - Logging to: logs/codet5/train_20251129_222042.log
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+ 2025-11-29 22:20:42 - train - INFO - Monitor progress: tail -f logs/codet5/train_20251129_222042.log
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+ 2025-11-29 22:20:42 - train - INFO - ============================================================
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+ 2025-11-29 22:20:42 - train - INFO - CodeT5+ Training
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+ 2025-11-29 22:20:42 - train - INFO - ============================================================
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+ 2025-11-29 22:20:42 - train - INFO - Using CUDA device: 0
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+ 2025-11-29 22:20:42 - train - INFO - GPU: NVIDIA GeForce RTX 4090
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+ 2025-11-29 22:20:42 - train - INFO - Configuration:
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+ 2025-11-29 22:20:42 - train - INFO - model: Salesforce/codet5p-220m
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+ 2025-11-29 22:20:42 - train - INFO - data: datasets/python
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+ 2025-11-29 22:20:42 - train - INFO - output: model/checkpoints/run1-python-codet5
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+ 2025-11-29 22:20:42 - train - INFO - batch_size: 10
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+ 2025-11-29 22:20:42 - train - INFO - gradient_accumulation_steps: 4
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+ 2025-11-29 22:20:42 - train - INFO - effective_batch_size: 40
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+ 2025-11-29 22:20:42 - train - INFO - learning_rate: 5e-05
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+ 2025-11-29 22:20:42 - train - INFO - epochs: 5
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+ 2025-11-29 22:20:42 - train - INFO - max_source_len: 1024
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+ 2025-11-29 22:20:42 - train - INFO - max_target_len: 32
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+ 2025-11-29 22:20:42 - train - INFO - fp16: True
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+ 2025-11-29 22:20:42 - train - INFO - seed: 42
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+ 2025-11-29 22:20:42 - train - INFO - Loading tokenizer and model...
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+ 2025-11-29 22:20:51 - train - INFO - Model loaded: Salesforce/codet5p-220m
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+ 2025-11-29 22:20:51 - train - INFO - Loading and preprocessing dataset...
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+ 2025-11-29 22:20:54 - train - INFO - Train examples: 155411
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+ 2025-11-29 22:20:54 - train - INFO - Validation examples: 19426
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+ 2025-11-29 22:30:30 - train - INFO - Dataset preprocessing completed
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+ 2025-11-29 22:30:30 - train - INFO - Starting training...
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+ 2025-11-29 22:30:30 - train - INFO - Total training steps: 19425
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+ 2025-11-29 22:30:30 - train - INFO - No checkpoint found for auto-resume, starting from scratch
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+ 2025-11-30 06:15:27 - train - INFO - Training completed in 28485.35 seconds (7.91 hours)
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+ 2025-11-30 06:15:27 - train - INFO - Saving model to model/checkpoints/run1-python-codet5
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+ 2025-11-30 06:15:28 - train - INFO - Model and tokenizer saved successfully
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+ 2025-11-30 06:15:28 - train - INFO - ============================================================
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+ 2025-11-30 06:15:28 - train - INFO - Training Summary
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+ 2025-11-30 06:15:28 - train - INFO - ============================================================
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+ 2025-11-30 06:15:28 - train - INFO - Total time: 7.91 hours
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+ 2025-11-30 06:15:28 - train - INFO - Output directory: model/checkpoints/run1-python-codet5
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+ 2025-11-30 06:15:28 - train - INFO - Training log: model/checkpoints/run1-python-codet5/training_log.csv