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Some recent Quantizing techniques on PyTorch

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