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Training device?

Open mariolew opened this issue 3 years ago • 3 comments

Hi, I'd like to re-train this model on my own data, however, out of memory error occurs even samples_per_gpu is set to 1. I'm using gtx 2080ti.

mariolew avatar Jun 23 '22 03:06 mariolew

Hi,

ViTPose has a smaller training memory than HRNet-w48 when inputting 256x192 images. Perhaps you could try resizing the input images for your own data to alleviate the training memory problem.

Annbless avatar Jul 05 '22 12:07 Annbless

I already use 256x192

mariolew avatar Jul 06 '22 02:07 mariolew

I also get out of memory on V100 with batchsize64;

KeyKy avatar Oct 03 '23 05:10 KeyKy