PyTorch: a reference language
Summary
PyTorch DevLog discusses PyTorch as a reference language and its dual role as both a reference and production implementation. It proposes using LLMs to generate explicit forward-backward code with a verifier to ensure equivalence, and examines kernel DSLs and the evolving role of autograd in scalable AI.