GPU Computing Requirements

Note

Requirements:

• MATLAB^® supports NVIDIA^® GPU architectures with compute capability 5.0 to 9.x.

• Install the latest graphics driver. Download drivers for your GPU at NVIDIA Driver Downloads. Use the drivers provided by NVIDIA as these will be the most up-to-date for your GPU. If you are using a virtual GPU, then contact your system administrator.

For next steps using your GPU, start here: Run MATLAB Functions on a GPU.

To diagnose issues with your GPU setup, use the validateGPU function. (since R2024b)

Compute Capability

To check your GPU's compute capability, either:

• Look up your device on the NVIDIA website: https://developer.nvidia.com/cuda-gpus, or

• In MATLAB, enter gpuDeviceTable or gpuDevice.

You might be able to use a GPU with an architecture beyond the supported compute capability range. See Forward Compatibility for GPU Devices.

 GPU Computing Requirements in Previous Versions of MATLAB

For information about GPU support in earlier releases of MATLAB, see the archived documentation corresponding to your MATLAB version:

• GPU Computing Requirements (R2024a)

• GPU Computing Requirements (R2023b)

• GPU Computing Requirements (R2023a)

• GPU Computing Requirements (R2022b)

• GPU Computing Requirements (R2022a)

• All previous releases: GPU Computing Requirements (R2021b)

Related Topics

• Run MATLAB Functions on a GPU
• Identify and Select a GPU Device
• Run MATLAB Functions on Multiple GPUs
• Deep Learning with MATLAB on Multiple GPUs (Deep Learning Toolbox)

External Websites

• Introduction to GPU Computing with MATLAB