Radeon™ Software for Linux® 24.20.3 with ROCm 6.2.3 Release Notes

Release Date:  October 11, 2024

This article provides information on the latest release version of Radeon™ Software for Linux® with ROCm 6.2.3.

Radeon™ Software for Linux® 24.20.3 with ROCm 6.2.3 Highlights

• Support for vLLM. See the Getting Started Guide for Radeon for more details.
• Flash Attention 2 Forward pass enablement
• Official support for Stable Diffusion 2.1
• Beta support for Triton framework. See the Getting Started Guide for Radeon for more details.

Known Issues

• ONNX RT EP will fall back to CPU with Llama2-7B model
• Performance drop seen when running separate TensorFlow workloads across multiGPU configurations
• Performance drop observed with RetinaNet when using MIGraphX
• Hang observed with Ollama or llama.cpp when loading Llama3-70BQ4 on W7900
• Black Image generated/observed with Stable-Diffusion2.1 FP16 for Pytorch

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

• Radeon™ Software for Linux® 24.20.3 with ROCm.6.2.3

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 6.2.3 is compatible with the following AMD products:

Compatible 64-bit Operating Systems

• Ubuntu 22.04.5 HWE

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