KernelGen V1.0.0 release

This is FlagOS KernelGen version 1.0.0

‍Overview

KernelGen is an AI-powered automatic Triton kernel development tool built on the FlagOS ecosystem. It offers a fully automated workflow for operator (kernel) development, tuning, testing, and deployment, significantly boosting efficiency and speeding up multi-hardware adaptation.

Experience it from: https://kernelgen.flagos.io

‍Initial Release

• Basic Workflow : Supports single, fixed - step code generation including GroundTruth → TritonKernel → Correctness Test → Performance Test.
• User Registration : Supports self - service registration and application, with platform approval required for trial use.
• Web Interface : Online access at https://kernelgen.flagos.io/.
• Core Features :
  • Fully Automated Workflow : Automatically generates, tests, and optimizes complete AI operator sets.
  • Multi - Backend Support : Seamlessly supports multiple AI libraries and chips with automatic adaptation and debugging.
  • Easy - to - Use : Browser - based interface requiring no setup or prior experience.
  • Standardized Verification : Automatically generates test cases to ensure operator correctness.
  • Deep Ecosystem Integration : Collaborates with FlagGems and FlagTree to accelerate operator library development.

Known Issues

• Some complex operators may require multiple iterations to achieve optimal performance.
• Performance test timeouts may occur for certain operators.
• Limited support for edge computing platforms (work in progress).

Future Roadmap

• Integration with more AI frameworks and hardware platforms
• Enhanced operator optimization capabilities

Contact Information

For questions or feedback, please contact the FlagOS team at contact@flagos.io or record issues in this repository.

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