by dhash on 12/8/20, 6:06 PM with 3 comments
by wsmoses on 12/8/20, 6:16 PM
A couple of relevant links for the curious
Github: https://github.com/wsmoses/Enzyme
Paper: https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b...
Project: enzyme.mit.edu
Basically the long story short is that Enzyme has a couple of really interesting contributions:
1) Low-level AD IS possible and can be high performance
2) By working at LLVM we get cross-language and cross-platform AD
3) Working at the LLVM level actually can give more speedups (since it's able to be performed after optimization)
4) We made a plugin for PyTorch/TF that uses Enzyme to import foreign code into those frameworks with ease!
by achernya on 12/8/20, 6:12 PM