ConvNetSharp How can i use more GPU usage?

How can i use more GPU usage?

Open HamidEbr opened this issue 7 years ago • 5 comments

Hi Thanks for your great works in ConvNetSharp! I ran your samples and saw that avg. of GPU usage was 15%, how can i use more GPU usage?

Nov 27 '17 18:11 HamidEbr

Hi, What is the size of your batch ? GPU should be better utilized when sending bigger batches.

Nov 29 '17 02:11 cbovar

I was set it into multiple values like 1024, 2048, 10000 but GPU usage had no change in overall.

Nov 29 '17 09:11 HamidEbr

Which sample did you run exactly ?

Nov 29 '17 10:11 cbovar

MinistDemo.GPU

Nov 29 '17 13:11 HamidEbr

I've run MinistDemo.GPU in Release mode and got this in VS2017 profiler:

I'm however not sure it represents reliably the GPU utilization.

Nov 30 '17 15:11 cbovar