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Mojo Academy · Lesson

What Autotuning Solves

Hardware-specific best settings, found for you.

The Hardware Problem

The fastest tile size or vector width on your laptop is rarely the best on a server. Hardware differs, so one fixed number leaves speed on the table.

Guessing Is Slow Work

Hand-tuning means you edit a number, rebuild, time it, and repeat. That manual search is tedious and easy to get wrong.

All lessons in this course

  1. What Autotuning Solves
  2. Parameterizing Tile and Width
  3. Searching the Parameter Space
  4. Locking In the Best Config
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