tile-ir
CommunityDeepen GPU programming with a tile-focused instruction set.
Authorjstzwj
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines GPU development by providing a dedicated instruction set tailored to tile-based processing, reducing complexity and enabling high-performance tensor computations.
Core Features & Use Cases
- Domain-Specific Optimization: Facilitates efficient implementation of matrix multiplications, convolutions, and attention mechanisms.
- Hardware Abstraction: Abstracts low-level architecture details, allowing portable and future-proof GPU programming.
- Use Case: Accelerate deep learning workloads by directly programming tile operations such as MMA or tensor view manipulations.
Quick Start
Utilize the tile-ir skill to generate a GEMM kernel optimized for tensor core execution on an NVIDIA GPU.
Dependency Matrix
Required Modules
tile-ir
Components
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: tile-ir Download link: https://github.com/jstzwj/ai-infra-plugins/archive/main.zip#tile-ir Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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