croq-dsl-tilelang
OfficialOptimize TileLang GPU kernels with automated tuning workflows.
AuthorLancerLab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the process of tuning TileLang kernels for GPU performance, reducing manual effort and trial-and-error in kernel optimization.
Core Features & Use Cases
- Automated Kernel Tuning: Generate and execute multiple kernel configurations to optimize performance metrics such as TFLOPS and runtime.
- Profiling and Validation: Incorporate performance profiling tools like NVIDIA NSight Compute and verify kernel correctness.
- Use Case: A researcher wants to optimize a TileLang-based matrix multiplication kernel by tuning block sizes and pipeline stages to maximize throughput on a specific GPU.
Quick Start
Use the croq-dsl-tilelang skill to tune a TileLang kernel with default settings and profile the best-performing configuration.
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: croq-dsl-tilelang Download link: https://github.com/LancerLab/croqtile-tuner/archive/main.zip#croq-dsl-tilelang Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.