GitHub - Spandana-K-R/Optimizing-Deep-Learning-models: Here are Jupyter Notebooks that demonstrate pruning and quantization of the Fashion-MNIST Classification model in Pytorch. Also, using Torchscript, one can easily deploy these models on a C++ platform.

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Name		Name	Last commit message	Last commit date
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Quantization_Berkeley_Lab		Quantization_Berkeley_Lab
Pruning-FMNIST.ipynb		Pruning-FMNIST.ipynb
Quantization-FMNIST.Rmd		Quantization-FMNIST.Rmd
Quantization-FMNIST.ipynb		Quantization-FMNIST.ipynb
Understanding_quantization.pdf		Understanding_quantization.pdf

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Here are Jupyter Notebooks that demonstrate pruning and quantization of the Fashion-MNIST Classification model in Pytorch. Also, using Torchscript, one can easily deploy these models on a C++ platform.

classification fmnist-dataset pruning python3 pytorch quantization torchscript