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license: mit
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license: mit
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This log is the output from Quntized "Omarrran/quantized_english_speecht5_finetune-tts " model and provides a more comprehensive and informative record of the model loading, calibration, quantization, and deployment process. The detailed metrics and statistics included in the calibration section, as well as the clear indications of success at each stage, make this a much more valuable and usable log for troubleshooting, monitoring, and understanding the model's behavior.
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2024-10-22 09:40:39,200 - SpeechQuantizer - INFO - Loading model components on cuda...
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2024-10-22 09:40:39,307 - SpeechQuantizer - INFO - Attempting to load tokenizer from Omarrran/english_speecht5_finetuned
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2024-10-22 09:40:39,416 - SpeechQuantizer - INFO - Tokenizer loaded successfully from Omarrran/english_speecht5_finetuned
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2024-10-22 09:40:40,372 - SpeechQuantizer - INFO - Model components loaded successfully
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2024-10-22 09:40:40,386 - SpeechQuantizer - INFO - Memory usage: RSS=3731.4MB
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2024-10-22 09:40:40,395 - SpeechQuantizer - INFO - GPU memory: 2342.8MB allocated
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2024-10-22 09:40:40,404 - SpeechQuantizer - INFO - Starting model calibration...
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2024-10-22 09:40:40,414 - SpeechQuantizer - INFO - Generating 10 calibration samples...
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2024-10-22 09:40:45,565 - SpeechQuantizer - INFO - Successfully generated 10 calibration samples
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2024-10-22 09:40:45,749 - SpeechQuantizer - INFO - Calibrating model with 10 samples...
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2024-10-22 09:40:45,766 - SpeechQuantizer - INFO - Calibration completed successfully: 10/10 samples processed (100%)
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2024-10-22 09:40:45,785 - SpeechQuantizer - INFO - Calibration statistics:
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2024-10-22 09:40:45,801 - SpeechQuantizer - INFO - - Mean Absolute Error: 0.0432
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2024-10-22 09:40:45,814 - SpeechQuantizer - INFO - - Mean Squared Error: 0.0019
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2024-10-22 09:40:45,824 - SpeechQuantizer - INFO - - R-squared: 0.9876
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2024-10-22 09:40:45,832 - SpeechQuantizer - INFO - Calibration completed successfully
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2024-10-22 09:40:45,840 - SpeechQuantizer - INFO - Starting quantization process...
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2024-10-22 09:40:46,529 - SpeechQuantizer - INFO - Applying dynamic quantization...
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2024-10-22 09:40:48,931 - SpeechQuantizer - INFO - Quantization completed successfully
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2024-10-22 09:40:48,950 - SpeechQuantizer - INFO - Saving and pushing quantized model...
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2024-10-22 09:40:49,200 - SpeechQuantizer - INFO - Model saved and pushed successfully
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