Prerequisites to use ROCm on Radeon desktop GPUs for machine learning development#

Before starting with the installation, ensure that your system meets the necessary requirements such as supported hardware, a compatible operating system, and the recommended system configuration to ensure optimal performance and functionality.

See Compatibility matrices for more information.

Supported hardware#

Supported graphics processing units#

To successfully install ROCm™ for machine learning development, ensure that your system is operating on a Radeon™ Desktop GPU listed in the Compatibility matrices section.

Supported operating systems#

Ensure that your operating system is up-to-date to successfully install ROCm for machine learning development.

Refer to Compatibility matrices for up-to-date operating system compatibility.

Update Ubuntu® operating system#

Use the following commands to bring your OS up-to-date:

sudo apt-get update
sudo apt-get dist-upgrade