saadmahboob / Pytorch_Quantize_impls

Some recent Quantizing techniques on PyTorch

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

QuantTorch

Quant torch is a set of quantization tools that make you able to quantize a clear or fitted model. It provides ready to use implementations of many technics like Binary-net, Dorefa-net, Log-Lin-Rep and more.

Work in progress

This library isn't on stable release yet, you can already find many features and implemented technics.

TODO list :

  • Implements all hight level tools.
  • Write a guide
  • Finish writing docs ;-)

Documentation

The docs will be include on the source code with Sphinx. You just have to run the build.

Example

TODO

About

Some recent Quantizing techniques on PyTorch

License:MIT License


Languages

Language:Python 100.0%Language:Shell 0.0%