How to monitor MATLAB's GPU utilization while training a deep learning network?

How to monitor MATLAB's GPU utilization while training a deep learning network?

Answer 1

[MathWorks Support Team]

Please see the following link that will help you measure the GPU performance while training a deep learning network in MATLAB:

https://www.mathworks.com/help/parallel-computing/measure-and-improve-gpu-performance.html

Alternatively, there are several command-line statements that can be used to determine the exact utilization of the GPU but it completely depends on the GPU type and the O.S. of your machine.

For example, if you are using NVIDIA GPU then you can type 'nvidia -smi' in your command window to check the usage of GPU on your system. On Windows machines, you can monitor the GPU usage using the Windows Task Manager. For more information on these tools, please refer to Windows or Linux documentation.