Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients

William S. Moses, Valentin Churavy

Applying differentiable programming techniques and machine learning algorithms to foreign programs requires developers to either rewrite their code in a machine learning framework,…