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Aug 1, 2025 · AMD introduces GEAK, an AI agent for generating optimized Triton GPU kernels, achieving up to 63% accuracy and up to 2.59× speedups on MI300X GPUs.

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This is an LLM-based multi-agent framework, which can generate functional and efficient gpu kernels automatically. The framework is extendable and flexible. You can easily make you own coding agent …

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Generating Efficient AI-centric Kernels (GEAK) is our OpenAI Triton Kernel agent using inference-time scaling to generate a high performance numerically accurate kernel and two Triton evaluation...

Jul 31, 2025 · We introduce GEAK framework, a modular, agent-based system that uses inference-time compute scaling with frontier LLMs to generate Triton GPU kernels from minimal task descriptions.

Dec 23, 2025 · Introducing GEAK Family - AI-driven agents that automate GPU kernel optimization for AMD Instinct GPUs with hardware-aware feedback

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This blog discusses the use of the Generating Efficient AI-centric Kernels (GEAK) agent for automated HIP code optimization, demonstrating how GEAK’s agentic pipelines can elevate customer and …