Install ROCm HPC SDK

AMD ROCm HPC SDK provides high-performance computing libraries and tools for AMD Instinct GPUs. This guide walks you through installing the HPC SDK alongside ROCm installation on a supported Linux distribution.

The ROCm for HPC applications and containers run on a standard ROCm installation. See the Compatibility matrix for details on supported hardware and operating systems.

The HPC application containers are published through AMD InfinityHub-CI. Each container provides parameters to specify source code branches and release versions of ROCm, OpenMPI, UCX, and Ubuntu.

Device family

All

AMD Instinct™

Instinct GPU

AMD Instinct MI355X (gfx950)AMD Instinct MI350X (gfx950)AMD Instinct MI350P (gfx950)AMD Instinct MI325X (gfx942)AMD Instinct MI300X (gfx942)AMD Instinct MI300A (gfx942)AMD Instinct MI250X (gfx90a)AMD Instinct MI250 (gfx90a)AMD Instinct MI210 (gfx90a)AMD Instinct MI100 (gfx908)

Radeon GPU

AMD Radeon RX 9070 XT (gfx1201)AMD Radeon RX 9070 GRE (gfx1201)AMD Radeon RX 9070 (gfx1201)AMD Radeon RX 9060 XT LP (gfx1200)AMD Radeon RX 9060 XT (gfx1200)AMD Radeon RX 9060 (gfx1200)AMD Radeon RX 7900 XTX (gfx1100)AMD Radeon RX 7900 XT (gfx1100)AMD Radeon RX 7900 GRE (gfx1100)AMD Radeon RX 7800 XT (gfx1101)AMD Radeon RX 7700 XT (gfx1101)AMD Radeon RX 7700 (gfx1101)AMD Radeon RX 7600 (gfx1102)AMD Radeon PRO W7900 Dual Slot (gfx1100)AMD Radeon PRO W7900 (gfx1100)AMD Radeon PRO W7800 48GB (gfx1100)AMD Radeon PRO W7800 (gfx1100)AMD Radeon PRO W7700 (gfx1101)AMD Radeon PRO W6800 (gfx1030)AMD Radeon PRO V710 (gfx1101)AMD Radeon PRO V620 (gfx1030)AMD Radeon AI PRO R9700S (gfx1201)AMD Radeon AI PRO R9700 (gfx1201)AMD Radeon AI PRO R9600D (gfx1201)

Ryzen APU

AMD Ryzen AI Max+ PRO 495 (gfx1151)AMD Ryzen AI Max+ PRO 395 (gfx1151)AMD Ryzen AI Max+ 395 (gfx1151)AMD Ryzen AI Max+ 392 (gfx1151)AMD Ryzen AI Max+ 388 (gfx1151)AMD Ryzen AI Max PRO 490 (gfx1151)AMD Ryzen AI Max PRO 485 (gfx1151)AMD Ryzen AI Max PRO 390 (gfx1151)AMD Ryzen AI Max PRO 385 (gfx1151)AMD Ryzen AI Max PRO 380 (gfx1151)AMD Ryzen AI Max 390 (gfx1151)AMD Ryzen AI Max 385 (gfx1151)AMD Ryzen AI 9 PRO 465 (gfx1150)AMD Ryzen AI 9 HX PRO 475 (gfx1150)AMD Ryzen AI 9 HX PRO 470 (gfx1150)AMD Ryzen AI 9 HX PRO 375 (gfx1150)AMD Ryzen AI 9 HX PRO 370 (gfx1150)AMD Ryzen AI 9 HX 475 (gfx1150)AMD Ryzen AI 9 HX 470 (gfx1150)AMD Ryzen AI 9 HX 375 (gfx1150)AMD Ryzen AI 9 HX 370 (gfx1150)AMD Ryzen AI 9 465 (gfx1150)AMD Ryzen AI 9 365 (gfx1150)AMD Ryzen AI 7 PRO 450 (gfx1152)AMD Ryzen AI 7 PRO 350 (gfx1152)AMD Ryzen AI 7 450 (gfx1152)AMD Ryzen AI 7 445 (gfx1153)AMD Ryzen AI 7 350 (gfx1152)AMD Ryzen AI 7 345 (gfx1152)AMD Ryzen AI 5 PRO 440 (gfx1152)AMD Ryzen AI 5 PRO 435 (gfx1153)AMD Ryzen AI 5 PRO 340 (gfx1152)AMD Ryzen AI 5 435 (gfx1153)AMD Ryzen AI 5 430 (gfx1153)AMD Ryzen AI 5 340 (gfx1152)AMD Ryzen AI 5 330 (gfx1152)AMD Ryzen 9 270 (gfx1103)AMD Ryzen 7 PRO 250 (gfx1103)AMD Ryzen 7 260 (gfx1103)AMD Ryzen 7 250 (gfx1103)AMD Ryzen 5 PRO 230 (gfx1103)AMD Ryzen 5 PRO 220 (gfx1103)AMD Ryzen 5 PRO 215 (gfx1103)AMD Ryzen 5 240 (gfx1103)AMD Ryzen 5 230 (gfx1103)AMD Ryzen 5 220 (gfx1103)AMD Ryzen 3 PRO 210 (gfx1103)AMD Ryzen 3 210 (gfx1103)

Linux distribution

Ubuntu

Debian

RHEL

Oracle Linux

SLES

Linux distribution

Ubuntu

Debian

RHEL

SLES

Linux distribution

Ubuntu

Debian

RHEL

Oracle Linux

Rocky Linux

SLES

Linux distribution

Ubuntu

Debian

RHEL

Rocky Linux

SLES

Linux distribution

Ubuntu

Debian

RHEL

SLES

Linux distribution

Ubuntu

RHEL

SLES

Linux distribution

Ubuntu

RHEL

SLES

Linux distribution

Ubuntu

RHEL

Operating system

Ubuntu

Operating system

Ubuntu

Debian

RHEL

Oracle Linux

Rocky Linux

SLES

Installation method

apt

Tarball

Installation method

dnf

Tarball

Installation method

zypper

Tarball

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Before installing the HPC SDK, make sure your system meets the ROCm hardware, software, and driver requirements. For instructions, see Install AMD ROCm. Use the selector panel on that page to view instructions appropriate for your system environment.

HPC SDK includes hipTensor and rocALUTION packaged as part of the installation.

Install HPC SDK

The standard ROCm tarball installation includes the HPC SDK. No additional steps are required. For details on ROCm tarball installation, refer to Install AMD ROCm and select Tarball installation method from installation environment selector.

1. Install ROCm. Remember to complete the ROCm installation prerequisites to install dependencies and configure GPU access permissions.

2. Use the following command to install HPC SDK for all GPU architectures:

   sudo apt install amdrocm-hpc7.14 amdrocm-hpc-sdk7.14
   

   sudo dnf install amdrocm-hpc7.14 amdrocm-hpc-sdk7.14
   

   sudo zypper install amdrocm-hpc7.14 amdrocm-hpc-sdk7.14
   

2. Use the following command to install HPC SDK for your gfx950 GPU:

   sudo apt install amdrocm-hpc7.14-gfx950 amdrocm-hpc-sdk7.14-gfx950
   

   sudo dnf install amdrocm-hpc7.14-gfx950 amdrocm-hpc-sdk7.14-gfx950
   

   sudo zypper install amdrocm-hpc7.14-gfx950 amdrocm-hpc-sdk7.14-gfx950
   

2. Use the following command to install HPC SDK for your gfx942 GPU:

   sudo apt install amdrocm-hpc7.14-gfx942 amdrocm-hpc-sdk7.14-gfx942
   

   sudo dnf install amdrocm-hpc7.14-gfx942 amdrocm-hpc-sdk7.14-gfx942
   

   sudo zypper install amdrocm-hpc7.14-gfx942 amdrocm-hpc-sdk7.14-gfx942
   

2. Use the following command to install HPC SDK for your gfx90a GPU:

   sudo apt install amdrocm-hpc7.14-gfx90a amdrocm-hpc-sdk7.14-gfx90a
   

   sudo dnf install amdrocm-hpc7.14-gfx90a amdrocm-hpc-sdk7.14-gfx90a
   

   sudo zypper install amdrocm-hpc7.14-gfx90a amdrocm-hpc-sdk7.14-gfx90a
   

2. Use the following command to install HPC SDK for your gfx908 GPU:

   sudo apt install amdrocm-hpc7.14-gfx908 amdrocm-hpc-sdk7.14-gfx908
   

   sudo dnf install amdrocm-hpc7.14-gfx908 amdrocm-hpc-sdk7.14-gfx908
   

   sudo zypper install amdrocm-hpc7.14-gfx908 amdrocm-hpc-sdk7.14-gfx908
   

2. Use the following command to install HPC SDK for your gfx1200 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1200 amdrocm-hpc-sdk7.14-gfx1200
   

   sudo dnf install amdrocm-hpc7.14-gfx1200 amdrocm-hpc-sdk7.14-gfx1200
   

   sudo zypper install amdrocm-hpc7.14-gfx1200 amdrocm-hpc-sdk7.14-gfx1200
   

2. Use the following command to install HPC SDK for your gfx1201 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1201 amdrocm-hpc-sdk7.14-gfx1201
   

   sudo dnf install amdrocm-hpc7.14-gfx1201 amdrocm-hpc-sdk7.14-gfx1201
   

   sudo zypper install amdrocm-hpc7.14-gfx1201 amdrocm-hpc-sdk7.14-gfx1201
   

2. Use the following command to install HPC SDK for your gfx1100 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1100 amdrocm-hpc-sdk7.14-gfx1100
   

   sudo dnf install amdrocm-hpc7.14-gfx1100 amdrocm-hpc-sdk7.14-gfx1100
   

   sudo zypper install amdrocm-hpc7.14-gfx1100 amdrocm-hpc-sdk7.14-gfx1100
   

2. Use the following command to install HPC SDK for your gfx1101 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1101 amdrocm-hpc-sdk7.14-gfx1101
   

   sudo dnf install amdrocm-hpc7.14-gfx1101 amdrocm-hpc-sdk7.14-gfx1101
   

   sudo zypper install amdrocm-hpc7.14-gfx1101 amdrocm-hpc-sdk7.14-gfx1101
   

2. Use the following command to install HPC SDK for your gfx1102 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1102 amdrocm-hpc-sdk7.14-gfx1102
   

   sudo dnf install amdrocm-hpc7.14-gfx1102 amdrocm-hpc-sdk7.14-gfx1102
   

   sudo zypper install amdrocm-hpc7.14-gfx1102 amdrocm-hpc-sdk7.14-gfx1102
   

2. Use the following command to install HPC SDK for your gfx1103 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1103 amdrocm-hpc-sdk7.14-gfx1103
   

   sudo dnf install amdrocm-hpc7.14-gfx1103 amdrocm-hpc-sdk7.14-gfx1103
   

   sudo zypper install amdrocm-hpc7.14-gfx1103 amdrocm-hpc-sdk7.14-gfx1103
   

2. Use the following command to install HPC SDK for your gfx1030 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1030 amdrocm-hpc-sdk7.14-gfx1030
   

   sudo dnf install amdrocm-hpc7.14-gfx1030 amdrocm-hpc-sdk7.14-gfx1030
   

   sudo zypper install amdrocm-hpc7.14-gfx1030 amdrocm-hpc-sdk7.14-gfx1030
   

2. Use the following command to install HPC SDK for your gfx1151 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1151 amdrocm-hpc-sdk7.14-gfx1151
   

   sudo dnf install amdrocm-hpc7.14-gfx1151 amdrocm-hpc-sdk7.14-gfx1151
   

   sudo zypper install amdrocm-hpc7.14-gfx1151 amdrocm-hpc-sdk7.14-gfx1151
   

2. Use the following command to install HPC SDK for your gfx1150 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1150 amdrocm-hpc-sdk7.14-gfx1150
   

   sudo dnf install amdrocm-hpc7.14-gfx1150 amdrocm-hpc-sdk7.14-gfx1150
   

   sudo zypper install amdrocm-hpc7.14-gfx1150 amdrocm-hpc-sdk7.14-gfx1150
   

2. Use the following command to install HPC SDK for your gfx1152 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1152 amdrocm-hpc-sdk7.14-gfx1152
   

   sudo dnf install amdrocm-hpc7.14-gfx1152 amdrocm-hpc-sdk7.14-gfx1152
   

   sudo zypper install amdrocm-hpc7.14-gfx1152 amdrocm-hpc-sdk7.14-gfx1152
   

2. Use the following command to install HPC SDK for your gfx1153 GPU:

   sudo apt install amdrocm-hpc7.14-gfx1153 amdrocm-hpc-sdk7.14-gfx1153
   

   sudo dnf install amdrocm-hpc7.14-gfx1153 amdrocm-hpc-sdk7.14-gfx1153
   

   sudo zypper install amdrocm-hpc7.14-gfx1153 amdrocm-hpc-sdk7.14-gfx1153
   

Uninstall HPC SDK

The standard ROCm uninstallation process can be followed to uninstall HPC SDK. No additional steps are required to remove the HPC SDK separately. Refer to Uninstalling section and select Tarball from the installation environment selector.

Use the following command to uninstall HPC SDK for all GPU architectures:

sudo apt autoremove amdrocm-hpc7.14 amdrocm-hpc-sdk7.14

sudo dnf remove amdrocm-hpc7.14 amdrocm-hpc-sdk7.14

sudo zypper remove amdrocm-hpc7.14 amdrocm-hpc-sdk7.14

Use the following command to uninstall HPC SDK for your gfx950 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx950 amdrocm-hpc-sdk7.14-gfx950

sudo dnf remove amdrocm-hpc7.14-gfx950 amdrocm-hpc-sdk7.14-gfx950

sudo zypper remove amdrocm-hpc7.14-gfx950 amdrocm-hpc-sdk7.14-gfx950

Use the following command to uninstall HPC SDK for your gfx942 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx942 amdrocm-hpc-sdk7.14-gfx942

sudo dnf remove amdrocm-hpc7.14-gfx942 amdrocm-hpc-sdk7.14-gfx942

sudo zypper remove amdrocm-hpc7.14-gfx942 amdrocm-hpc-sdk7.14-gfx942

Use the following command to uninstall HPC SDK for your gfx90a GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx90a amdrocm-hpc-sdk7.14-gfx90a

sudo dnf remove amdrocm-hpc7.14-gfx90a amdrocm-hpc-sdk7.14-gfx90a

sudo zypper remove amdrocm-hpc7.14-gfx90a amdrocm-hpc-sdk7.14-gfx90a

Use the following command to uninstall HPC SDK for your gfx908 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx908 amdrocm-hpc-sdk7.14-gfx908

sudo dnf remove amdrocm-hpc7.14-gfx908 amdrocm-hpc-sdk7.14-gfx908

sudo zypper remove amdrocm-hpc7.14-gfx908 amdrocm-hpc-sdk7.14-gfx908

Use the following command to uninstall HPC SDK for your gfx1200 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1200 amdrocm-hpc-sdk7.14-gfx1200

sudo dnf remove amdrocm-hpc7.14-gfx1200 amdrocm-hpc-sdk7.14-gfx1200

sudo zypper remove amdrocm-hpc7.14-gfx1200 amdrocm-hpc-sdk7.14-gfx1200

Use the following command to uninstall HPC SDK for your gfx1201 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1201 amdrocm-hpc-sdk7.14-gfx1201

sudo dnf remove amdrocm-hpc7.14-gfx1201 amdrocm-hpc-sdk7.14-gfx1201

sudo zypper remove amdrocm-hpc7.14-gfx1201 amdrocm-hpc-sdk7.14-gfx1201

Use the following command to uninstall HPC SDK for your gfx1100 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1100 amdrocm-hpc-sdk7.14-gfx1100

sudo dnf remove amdrocm-hpc7.14-gfx1100 amdrocm-hpc-sdk7.14-gfx1100

sudo zypper remove amdrocm-hpc7.14-gfx1100 amdrocm-hpc-sdk7.14-gfx1100

Use the following command to uninstall HPC SDK for your gfx1101 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1101 amdrocm-hpc-sdk7.14-gfx1101

sudo dnf remove amdrocm-hpc7.14-gfx1101 amdrocm-hpc-sdk7.14-gfx1101

sudo zypper remove amdrocm-hpc7.14-gfx1101 amdrocm-hpc-sdk7.14-gfx1101

Use the following command to uninstall HPC SDK for your gfx1102 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1102 amdrocm-hpc-sdk7.14-gfx1102

sudo dnf remove amdrocm-hpc7.14-gfx1102 amdrocm-hpc-sdk7.14-gfx1102

sudo zypper remove amdrocm-hpc7.14-gfx1102 amdrocm-hpc-sdk7.14-gfx1102

Use the following command to uninstall HPC SDK for your gfx1103 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1103 amdrocm-hpc-sdk7.14-gfx1103

sudo dnf remove amdrocm-hpc7.14-gfx1103 amdrocm-hpc-sdk7.14-gfx1103

sudo zypper remove amdrocm-hpc7.14-gfx1103 amdrocm-hpc-sdk7.14-gfx1103

Use the following command to uninstall HPC SDK for your gfx1030 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1030 amdrocm-hpc-sdk7.14-gfx1030

sudo dnf remove amdrocm-hpc7.14-gfx1030 amdrocm-hpc-sdk7.14-gfx1030

sudo zypper remove amdrocm-hpc7.14-gfx1030 amdrocm-hpc-sdk7.14-gfx1030

Use the following command to uninstall HPC SDK for your gfx1151 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1151 amdrocm-hpc-sdk7.14-gfx1151

sudo dnf remove amdrocm-hpc7.14-gfx1151 amdrocm-hpc-sdk7.14-gfx1151

sudo zypper remove amdrocm-hpc7.14-gfx1151 amdrocm-hpc-sdk7.14-gfx1151

Use the following command to uninstall HPC SDK for your gfx1150 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1150 amdrocm-hpc-sdk7.14-gfx1150

sudo dnf remove amdrocm-hpc7.14-gfx1150 amdrocm-hpc-sdk7.14-gfx1150

sudo zypper remove amdrocm-hpc7.14-gfx1150 amdrocm-hpc-sdk7.14-gfx1150

Use the following command to uninstall HPC SDK for your gfx1152 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1152 amdrocm-hpc-sdk7.14-gfx1152

sudo dnf remove amdrocm-hpc7.14-gfx1152 amdrocm-hpc-sdk7.14-gfx1152

sudo zypper remove amdrocm-hpc7.14-gfx1152 amdrocm-hpc-sdk7.14-gfx1152

Use the following command to uninstall HPC SDK for your gfx1153 GPU:

sudo apt autoremove amdrocm-hpc7.14-gfx1153 amdrocm-hpc-sdk7.14-gfx1153

sudo dnf remove amdrocm-hpc7.14-gfx1153 amdrocm-hpc-sdk7.14-gfx1153

sudo zypper remove amdrocm-hpc7.14-gfx1153 amdrocm-hpc-sdk7.14-gfx1153