Neural Network Compilation, Made Simple — How a PyTorch Model Becomes Hardware Language

What exactly does it mean to ‘compile a model’? From the difference with eager execution to graph capture, operator fusion, kernel lowering, static shapes, and memory planning — we walk through it step by step with diagrams and an interactive demo.

July 6, 2026 · 9 min · rick