Media Summary: In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course. By far not a complete story on AD, but provides a mental image to help digest further material on AD. For a bit more context, how ... An invited talk for PEPM 2018. Abstract & slides:
Simple Reverse Mode Autodiff In - Detailed Analysis & Overview
In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course. By far not a complete story on AD, but provides a mental image to help digest further material on AD. For a bit more context, how ... An invited talk for PEPM 2018. Abstract & slides: Enzyme is a new LLVM-based differentiation framework capable of creating fast derivatives in a variety of languages. In this talk ... Additional Resources Here are some online tutorials that cover this material (ordered from less to more detail) ...
