Triton Kernel Development Kit (TKDK)

The Triton Kernel Development Kit (TKDK) is a suite of tools designed to streamline and enhance the development workflow for Triton Kernel developers. Whether you're optimizing cache usage, monitoring kernel performance, or distributing your builds securely, TKDK has you covered.

Features

Triton Cache Manager

Organize, index, and monitor your Triton kernel caches. This tool provides detailed reports on cache usage, offering data-driven insights into compilation performance and cache effectiveness.

CargoHold

Package Triton kernel caches into OCI-compliant container images. Secure your caches with cryptographic signing, enabling safe and efficient cache distribution and reuse across environments and teams. For more information please see the CargoHold readme.

Getting Started

1. Clone this repository:

git clone https://github.com/redhat-et/tkdk.git
cd tkdk

1. Follow setup instructions for each tool in its respective directory.

Project Structure

tkdk/
├── cache-manager/         # Triton Cache Manager
├── cargohold/             # OCI packaging and signing tool
└── README.md              # You're here!

Security & Distribution

CargoHold ensures that your cache packages are:

• Packaged using OCI standards
• Signed cryptographically for tamper-proof integrity
• Easily distributable across environments and pipelines

Use Cases

• Improve Triton kernel cache management
• Package and share caches across machines or Kubernetes environments.

Contributing

We welcome contributions! If you find bugs, have feature suggestions, or want to contribute code, please open an issue or submit a pull request.

License

Apache License Version 2.0. See LICENSE for details.