Kernel Tuner Ecosystem

Kernel Tuner is a software ecosystem for the creation of highly-optimized GPU applications through auto-tuning.

Documentation Repositories

Kernel Tuner Ecosystem

Kernel Tuner is a software ecosystem for the creation of highly-optimized GPU applications through auto-tuning.

Key features
What Kernel Tuner does:
- Works as an external tool to benchmark and optimize GPU kernels in isolation
- Can be used directly on existing kernel code without extensive changes
- Can be used with applications in any host programming language
- Blazing fast search space construction
- More than 20 optimization algorithms to speedup tuning
- Energy measurements and optimizations (power capping, clock frequency tuning) … and much more! For example, caching, output verification, tuning host and device code, user defined metrics, see the full documentation.