Autotuner

Searches for optimal kernel configurations (tile size, unroll factor, vectorization width) for matrix multiply on a given hardware target using exhaustive, random, and Bayesian-inspired search strategies.

CLI Equivalent

N/A

Key Concepts

  • Hardware-aware kernel configuration search
  • Exhaustive, random, and Bayesian search strategies
  • Tile size, unroll factor, and vectorization width tuning

Run

cargo run --example acceleration_autotuner

Source

examples/acceleration/acceleration_autotuner/main.rs