How can I use parallel computing to train multiple different regression models using multiple GPUs?

Matlab on my linux device allows training of multiple different models when i use "Regression Learner toolbox". My device can run upto 6 workers.

I have tried to write a script to do the same using "parfor". However, the training process stops without showing any error or yoelding results.

Is there any script code that can work similar to parallel learnining in "Regression Learner toolbox" ?

Answer 1

[Prateek]

Hello Azem,

There are ways to utilize multiple GPUs with MATLAB. Please refer to this link for the details: How can I use multiple GPUs concurrently from MATLAB? - MATLAB Answers - MATLAB Central (mathworks.com)

Hope this helps.

Regards,

Prateek