GitHub - xora-17/Quantized-ML: This lab aims to provide students with hands-on experience in applying three quantization methods (Dynamic Quantization) to logistic regression in PyTorch. · GitHub

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requirements.txt		requirements.txt
script.py		script.py

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OUTPUT

Model Accuracy: 0.9722
Original Model Size: 5120 bytes
Original Inference Time: 0.000165 seconds
Quantized Model Accuracy: 0.9417
Quantized Model Size: 640 bytes
Quantized Inference Time: 0.000087 seconds

Model Size Comparison:

Original Model Size: 5120 bytes
Quantized Model Size: 640 bytes

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This lab aims to provide students with hands-on experience in applying three quantization methods (Dynamic Quantization) to logistic regression in PyTorch.

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Python 100.0%