cuTile
CommunityUnlock high-performance GPU computing with tile-based abstraction.
Authorjstzwj
Version1.0.0
Installs0
System Documentation
What problem does it solve?
cuTile simplifies GPU programming by abstracting thread-level management into tile-based operations, enabling safer and more productive high-performance computing.
Core Features & Use Cases
- Tile-centric programming model: Develop kernels that operate on immutably defined data tiles, improving safety and clarity.
- Array and tile manipulation: Create, reshape, and permute multi-dimensional data with precise control.
- Use Case: Accelerate matrix multiplication, convolution, or neural network layers by leveraging optimized tiled operations with minimal low-level CUDA code.
Quick Start
Write a kernel to perform tiled matrix multiplication and launch it with the proper grid and block 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: cuTile Download link: https://github.com/jstzwj/ai-infra-plugins/archive/main.zip#cutile Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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