Expand description
Automatic kernel tuning and optimization for GPU operations
This module provides capabilities for automatically tuning GPU kernel parameters to achieve optimal performance on different hardware configurations and workloads.
Modules§
- presets
- Convenience functions for common auto-tuning scenarios
Structs§
- Auto
Tuner - Automatic kernel tuner
- Cache
Metrics - Cache performance metrics
- Kernel
Parameters - Tunable kernel parameters
- Performance
Metrics - Performance metrics for kernel execution
- Tuning
Result - Auto-tuning result
- Tuning
Space - Tuning configuration space
- Tuning
Strategy - Auto-tuning strategy configuration
Enums§
- Auto
Tuning Error - Error types for auto-tuning operations
- Cache
Config - Cache configuration strategies
- Parameter
Value - Parameter value types for kernel tuning
- Search
Algorithm - Search algorithms for parameter optimization