base-tune
OfficialAutonomous GPU kernel optimization with AI guidance.
AuthorLancerLab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of tuning GPU kernels by running infinite, AI-driven optimization cycles, enabling faster performance improvements.
Core Features & Use Cases
- Automated Tuning Loops: Launches an endless, self-guided kernel optimization process leveraging profiling tools like
ncu. - Performance Analysis & Decision Making: Profiles current kernels, identifies bottlenecks, and proposes targeted structural improvements based on detailed insights.
- Use Case: Developers optimizing deep learning or HPC kernels can rapidly iterate and find high-performance configurations without manual trial-and-error.
Quick Start
Use the base-tune skill to initiate an autonomous tuning loop on your GPU kernel folder by specifying its path.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: base-tune Download link: https://github.com/LancerLab/croqtile-tuner/archive/main.zip#base-tune Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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