Inside ROCm.ai

Accelerating Development Velocity and Performance Optimization

Diagram of the ROCm AI software stack showing Skills Marketplace with Cursor, Claude, Codex, and Gemini; Hyperloom AI optimization; and ROCm Core with framework integration, GPU libraries (AITER, hipBLAS, MIOpen), and compilers, debuggers, and profilers (Hipcc, Omnitrace, amd-smi).

AMD Skills

AI skills that allow agentic coding tools like Cursor, Claude, Codex, Gemini, and others to understand ROCm natively.

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Hyperloom

AI-assisted optimization layer that analyzes workloads, tunes configurations and kernels, adjusts parallelism strategies, and optimizes for performance.

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ROCm Core SDK

The foundational ROCm software stack, built on the runtime, libraries, compilers, tools, and framework integrations.

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Supported Hardware

Developer Resources

ROCm Developer screen shot

ROCm Developer Hub

Start developing AMD GPU-accelerated applications. Visit the ROCm Developer Hub to get access to the latest user guides, containers, training videos, webinars, and more.

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AI Developer Program

Access to free AMD Developer Cloud credits, exclusive training, monthly hardware sweepstakes, and community support designed to support your AI development work.

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ROCm Newsletter

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Footnotes

©2024 Advanced Micro Devices, Inc. All rights reserved. AMD, the AMD Arrow logo, AMD ROCm, AMD Instinct, EPYC, Radeon Instinct, and combinations thereof are trademarks of Advanced Micro Devices, Inc. PyTorch is a trademark or registered trademark of PyTorch. Other product names used in this publication are for identification purposes only and may be trademarks of their respective companies.

  1. For a full list of Radeon parts supported by ROCm, go to https://rocm.docs.amd.com/en/latest/reference/gpu-arch-specs.html