Why the compile path matters

Modern PyTorch increasingly relies on graph capture and compilation:

  • eager code is captured into a graph
  • the graph is transformed and optimized
  • a backend lowers it to more efficient execution

That changes how custom operators should be designed and how performance work should be approached.

The next post places Triton inside that broader story.