speeding up trainbr using more cpu cores or a gpu
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Brent on 8 May 2021
Commented: Aditya Patil on 12 May 2021
trainbr is slow on my computer often taking an hour. I'm looking at ways to speed it up. I'm trying to figure out if the Parallel Toolbox would help. It seems to say it would allow me to use multiple cpu cores, but when I'm running trainbr training it already looks like it is using multiple cores. Anybody know about this?
I have a GPU available but I recall reading trainbr can't use a GPU, anybody know about this?
Aditya Patil on 11 May 2021
Bayesian regularization requires calculating the Jacobian. Jacobian calculation is not supported on GPU. Hence trainbr doesn't support GPU.
Aditya Patil on 12 May 2021
parallel toolbox uses multiple processes. Even if trainbr uses multiple CPU, parallel toolbox might be useful, especially if your code waits for an external event, like reading a file from disk.
You can try to time the code with and without parallel toolbox, and see if there is any significant improvement.
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