Expand description
Advanced Tensor Cores and Automatic Kernel Tuning Framework
This module provides AI-driven optimization and adaptive management for tensor cores and automatic kernel tuning in Advanced mode, enabling intelligent performance optimization across diverse GPU architectures and workloads.
§Features
- AI-Driven Optimization: Machine learning models for performance prediction and optimization
- Adaptive Kernel Tuning: Real-time adaptation based on workload characteristics
- Multi-Architecture Support: Unified interface for NVIDIA, AMD, Apple, and other GPU architectures
- Performance Analytics: Comprehensive monitoring and performance profiling
- Intelligent Caching: Smart caching of optimized configurations with predictive prefetching
- Real-time Learning: Continuous improvement from execution feedback
- Advanced Scheduling: Workload-aware resource allocation and scheduling
- Energy Optimization: Power-efficient computing with dynamic voltage and frequency scaling
Note: This module requires the gpu feature to be enabled.
Re-exports§
pub use fallback::*;