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converting-cutile-to-julia

Official

Convert cuTile Python kernels to Julia with ease.

Software Engineering#python#gpu#convert#julia#cutile#kernel-port
AuthorNVIDIA
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Converts cuTile Python kernels into cuTile.jl implementations, ensuring correct indexing, broadcasting, and memory layout across languages to accelerate cross-language development and performance tuning.

Core Features & Use Cases

  • Translation patterns: 1-based indexing, broadcasting semantics, and 2D/batched layouts alignment between Python and Julia cuTile.
  • Validation workflow: static checks, compilation and runtime tests, and a structured validation loop that ensures correctness before deployment.
  • Porting scenarios: port an existing Python cuTile kernel to Julia cuTile.jl, debug translation discrepancies, and optimize performance with Julia tooling.

Quick Start

Follow the workflow in translations/workflow.md to convert a cuTile Python kernel to cuTile.jl and verify with the Julia test suite.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: converting-cutile-to-julia
Download link: https://github.com/NVIDIA/TileGym/archive/main.zip#converting-cutile-to-julia

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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