triton-cuda-grid-config
CommunityTune Triton CUDA grid configs for performance.
Authorxchang1121
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Optimizes GPU kernel launch parameters by selecting grid and block configurations to maximize throughput and minimize underutilization.
Core Features & Use Cases
- Provides guidelines for 1D/2D/3D grid setups in Triton CUDA kernels.
- Explains grid-stride loops and autotune strategies for large shapes and batch processing.
- Applies to users building high-performance Triton kernels for large-scale data processing.
Quick Start
Provide an initial grid configuration recommendation for a given Triton kernel and workload.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: triton-cuda-grid-config Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#triton-cuda-grid-config Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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