~/talk

How two undergrads from the other side of the planet are speeding up...

Talkat PyCon US 2024 · 2024-05-15..05-23· [python]
name:Ken Jin
links:none on file
links:none on file
slides:none on file

CPython 3.13 ships an experimental optimizer that turns specialized bytecode traces into bigger-region optimizations, with globals-to-constants and partial guard elimination already implemented and heavier passes planned for 3.14. The pipeline produces traces up to ~800 bytecode instructions, uses an abstract interpreter for type/constant propagation, and feeds a JIT; early results show ~30% reduction in function-call overhead and single-digit wins from top-of-stack caching, but the JIT is off by default and not yet production-ready.

AI-written summary · about

  1. 0:00Introduction
  2. 1:05Background
  3. 7:18Optimization Pipeline
  4. 12:08Optimizations
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