AI023
Introduction to Triton Programming
Optimization Lifecycle: Debugging and Autotuning
Learning Objectives
- Define the stages of the systematic optimization lifecycle.
- Implement performance debugging techniques to isolate code inefficiencies.
- Analyze the architecture and benefits of autotuning frameworks in modern software stacks.
- Apply search algorithms for automated parameter space exploration.
- Assess the trade-offs between manual optimization and search-based autotuning.