Radeon™ Software for Linux® 24.30.2 with ROCm 6.3.2 Release Notes

Release Date:  February 3, 2025

This article provides information on the latest release version of Radeon™ Software for Linux® with ROCm 6.3.2.

Radeon™ Software for Linux® 24.30.2 with ROCm 6.3.2 Highlights

• Support for Hugging Face transformers.
• Flash Attention 2 Forward Pass performance improvement.
• Official support for Llama3 8B (via vLLM), Bert, Resnet50, and Stable Diffusion 3 models.
• Support for Ubuntu 24.04.

Known Issues

• Intermittent script failure may be observed while running Stable Diffusion training workloads using TensorFlow.
• Intermittent script failure may be observed while running Triton examples.
• Increased memory consumption may be observed while running TensorFlow Resnet50 training workloads. 
• Performance drop may be observed while running ONNX Runtime scripts with INT8 precision. 
• Script hang may be observed while running RetinaNet training workloads with batch size 32 using TensorFlow.
• Performance drop may be observed while running Bert training workloads across multiGPU configurations.
• Black Image may be generated/observed while running Stable Diffusion 2.1 FP16 using Pytorch.

Radeon™ Software for Linux® installer can be downloaded from the following links:

• Radeon™ Software for Linux® 24.30.2 with ROCm.6.3.2

Installing Radeon™ Software for Linux®

For detailed instructions on how to install or uninstall Radeon™ Software for Linux®, please refer to Radeon™ Software for Linux® installation instructions.

AMD Radeon™ Product Family Compatibility

Radeon™ Software for Linux® with ROCm 6.3.2 is compatible with the following AMD products:

Compatible 64-bit Operating Systems

• Ubuntu 22.04.5
• Ubuntu 24.04.1

^{​​​© 2024 Advanced Micro Devices, Inc.  The information contained herein is for informational purposes only and is subject to change without notice. While every precaution has been taken in the preparation of this document, it may contain technical inaccuracies, omissions and typographical errors, and AMD is under no obligation to update or otherwise correct this information. ADVANCED MICRO DEVICES, INC. MAKES NO REPRESENTATIONS OR WARRANTIES WITH RESPECT TO THE ACCURACY OR COMPLETENESS OF THE CONTENTS OF THIS DOCUMENT AND ASSUMES NO LIABILITY OF ANY KIND, INCLUDING THE IMPLIED WARRANTIES OF NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR PARTICULAR PURPOSES, WITH RESPECT TO THE OPERATION OR USE OF AMD HARDWARE, SOFTWARE OR OTHER PRODUCTS DESCRIBED HEREIN. NO LICENSE, INCLUDING IMPLIED OR ARISING BY ESTOPPEL, TO ANY INTELLECTUAL PROPERTY RIGHTS IS GRANTED BY THIS DOCUMENT. This notice does not change the terms and limitations applicable to the purchase or use of AMD's products that may be set forth in a separate signed agreement between you and AMD.}

^{AMD, the AMD Arrow logo, AMD Radeon, AMD FirePro 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.}

^{Vulkan and the Vulkan logo are registered trademarks of the Khronos Group Inc.}

^{OpenCL and the OpenCL logo are trademarks of Apple Inc. used by permission by Khronos.}

^{OpenGL® and the oval logo are trademarks or registered trademarks of Hewlett Packard Enterprise in the United States and/or other countries worldwide}