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New AMD ROCm™ 6.1 Software for Radeon™ Release Offers More Choices to AI Developers

AMD has unveiled the latest release of its open software, AMD ROCm™ 6.1.3, marking the next step in its strategy to make ROCm software broadly available across its GPU portfolio, including AMD Radeon™ desktop GPUs. The new release gives developers broader support for Radeon GPUs to run ROCm AI workloads.

"The new AMD ROCm release extends functional parity from data center to desktops, enabling AI research and development on readily available and accessible platforms," said Andrej Zdravkovic, senior vice president at AMD.

Key feature enhancements in this release focus on improving compatibility, accessibility, and scalability, and include:

  • Multi-GPU support to enable building scalable AI desktops for multi-serving, multi-user solutions.
  • Beta-level support for Windows® Subsystem for Linux®, allowing these solutions to work with ROCm on a Windows OS-based system.
  • TensorFlow Framework support offering more choice for AI development.


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ROCm 6.1.3 now supports up to four qualified Radeon™ RX Series or Radeon™ PRO GPUs, allowing users to leverage configurations with data parallelism where each GPU independently computes inference and outputs the response. This enables client-based multi-user configurations powered by AMD ROCm software and Radeon GPUs.

With ROCm 6.1.3, we are making it even easier to develop for AI with Beta-level support for Windows® Subsystem for Linux®, also known as WSL 2. This means you can now run Linux-based AI tools on a Windows system. WSL 2 eliminates the need for a dedicated Linux system or a dual-boot setup. 

Furthermore, we are announcing qualification of the TensorFlow framework, providing another choice for AI development aside from PyTorch and ONNX which were already supported, extending our robust open ecosystem of frameworks and libraries.

In addition, we are extending our client-based AI development offering  with the introduction of the AMD Radeon™ PRO W7900 Dual Slot card which packs 192 AI accelerators and 48GB of fast GDDR6 memory into a compact form factor for higher, system-level density.


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AMD AI workstations equipped with a Radeon PRO W7900 GPU represent a new solution to fine-tune and run inference on large language models (LLMs) with high precision. For example, LLaMA-2 or LLaMA-3 with 70B parameters quantized at INT4 require at least 35GB of local GPU memory, making the Radeon PRO W7900 GPU with 48GB of fast on-board memory the right choice for workflows that make use of these models.

Generative AI for natural language processing (NLP) using such LLMs can help enterprises tailor interaction with customers, assist with development operations (DevOps), and improve the process of managing data and documents. 


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AMD is committed to building a highly scalable and open ecosystem with ROCm™ software. With the latest release of ROCm™ 6.1 software for Radeon™ desktop GPUs, AMD empowers system builders to take full advantage of our enhanced solution stack to create on-prem systems that add powerful AI performance to any IT infrastructure, making them ideal for mission-critical or low-latency projects — and allowing organizations to keep their sensitive data in-house1.

With AMD ROCm™ 6.1 and the new AMD Radeon™ PRO W7900 Dual Slot card, which is now shipping, AI on desktops opens new opportunities for developers and enterprises to increase productivity, creativity, and innovation with performance and ease of use.



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David Diederichs is Software Product Marketing Manager, Workstation and AI


© 2024 Advanced Micro Devices, Inc. All rights reserved. AMD, the AMD Arrow logo, AMD ROCm, CDNA, Radeon, and combinations thereof are trademarks of Advanced Micro Devices, Inc. Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries. Microsoft and Windows are registered trademarks of Microsoft Corporation in the US and/or other countries. PyTorch, the PyTorch logo and any related marks are trademarks of The Linux Foundation. TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc. Ubuntu and the Ubuntu logo are registered trademarks of Canonical Ltd. Other product names used in this publication are for identification purposes only and may be trademarks of their respective owners.


1. Radeon™ PRO W6000 and W7000 Series graphics cards are not designed nor recommended for datacenter usage. Use in a datacenter setting may adversely affect manageability, efficiency, reliability, and/or performance. GD-239.