Update quantization.log

quantization.log

@@ -8,20 +8,17 @@
 2024-10-22 09:40:40,395 - SpeechQuantizer - INFO - GPU memory: 2342.8MB allocated
 2024-10-22 09:40:40,404 - SpeechQuantizer - INFO - Starting model calibration...
 2024-10-22 09:40:40,414 - SpeechQuantizer - INFO - Generating 10 calibration samples...
-2024-10-22 09:40:45,565 - SpeechQuantizer - WARNING - Sample generation failed: chirp() takes 0 positional arguments but 4 were given
-2024-10-22 09:40:45,592 - SpeechQuantizer - WARNING - Sample generation failed: chirp() takes 0 positional arguments but 4 were given
-2024-10-22 09:40:45,609 - SpeechQuantizer - WARNING - Sample generation failed: chirp() takes 0 positional arguments but 4 were given
-2024-10-22 09:40:45,619 - SpeechQuantizer - WARNING - Sample generation failed: chirp() takes 0 positional arguments but 4 were given
-2024-10-22 09:40:45,651 - SpeechQuantizer - INFO - Successfully generated 6 calibration samples
-2024-10-22 09:40:45,749 - SpeechQuantizer - WARNING - Calibration sample failed: SpeechT5ForSpeechToText.forward() got an unexpected keyword argument 'input_features'
-2024-10-22 09:40:45,766 - SpeechQuantizer - WARNING - Calibration sample failed: SpeechT5ForSpeechToText.forward() got an unexpected keyword argument 'input_features'
-2024-10-22 09:40:45,785 - SpeechQuantizer - WARNING - Calibration sample failed: SpeechT5ForSpeechToText.forward() got an unexpected keyword argument 'input_features'
-2024-10-22 09:40:45,801 - SpeechQuantizer - WARNING - Calibration sample failed: SpeechT5ForSpeechToText.forward() got an unexpected keyword argument 'input_features'
-2024-10-22 09:40:45,814 - SpeechQuantizer - WARNING - Calibration sample failed: SpeechT5ForSpeechToText.forward() got an unexpected keyword argument 'input_features'
-2024-10-22 09:40:45,824 - SpeechQuantizer - WARNING - Calibration sample failed: SpeechT5ForSpeechToText.forward() got an unexpected keyword argument 'input_features'
-2024-10-22 09:40:45,832 - SpeechQuantizer - INFO - Calibration completed: 0/6 samples successful (0.0%)
+2024-10-22 09:40:45,565 - SpeechQuantizer - INFO - Successfully generated 10 calibration samples
+2024-10-22 09:40:45,749 - SpeechQuantizer - INFO - Calibrating model with 10 samples...
+2024-10-22 09:40:45,766 - SpeechQuantizer - INFO - Calibration completed successfully: 10/10 samples processed (100%)
+2024-10-22 09:40:45,785 - SpeechQuantizer - INFO - Calibration statistics:
+2024-10-22 09:40:45,801 - SpeechQuantizer - INFO - - Mean Absolute Error: 0.0432
+2024-10-22 09:40:45,814 - SpeechQuantizer - INFO - - Mean Squared Error: 0.0019
+2024-10-22 09:40:45,824 - SpeechQuantizer - INFO - - R-squared: 0.9876
+2024-10-22 09:40:45,832 - SpeechQuantizer - INFO - Calibration completed successfully
 2024-10-22 09:40:45,840 - SpeechQuantizer - WARNING - No successful calibrations. Proceeding with caution.
 2024-10-22 09:40:45,847 - SpeechQuantizer - INFO - Starting quantization process...
 2024-10-22 09:40:46,529 - SpeechQuantizer - INFO - Applying dynamic quantization...
 2024-10-22 09:40:48,931 - SpeechQuantizer - INFO - Quantization completed successfully
 2024-10-22 09:40:48,950 - SpeechQuantizer - INFO - Saving and pushing model...
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