MicroGrad.jl: Part 3 Automation with IRTools
Read OriginalThis technical article details Part 3 of a series on building an automatic differentiation system in Julia. It explains how to use the IRTools.jl package for metaprogramming to automatically generate a modified primal forward pass and its corresponding reverse differentiation (backward pass), improving upon a previous expression-based approach. The content is highly technical, covering Wengert lists, pullbacks, and intermediate representation (IR) manipulation.
Comments
No comments yet
Be the first to share your thoughts!
Browser Extension
Get instant access to AllDevBlogs from your browser
Top of the Week
No top articles yet