triton-cuda-optimization
CommunityBoost Triton CUDA kernel performance.
Authorxchang1121
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Triton CUDA performance optimization guide helps kernel developers improve GPU kernel efficiency by outlining general strategies, API usage notes, and debugging techniques for Triton CUDA workloads.
Core Features & Use Cases
- Performance optimization strategies for Triton CUDA kernels (memory access, block configuration, autotune configs, and resource management)
- API usage restrictions, numerical stability guidelines, and best practices for portable kernel development
- Use cases include MatMul-style kernels, fused operations, and memory-bound workloads seeking higher throughput on NVIDIA GPUs
Quick Start
Apply the guide's optimization practices to your Triton CUDA kernels to start achieving higher performance.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: triton-cuda-optimization Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#triton-cuda-optimization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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