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.

Spandana-K-R / Optimizing-Deep-Learning-models Public

Notifications You must be signed in to change notification settings
Fork 3
Star 4

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.

4 stars 3 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
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