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The training speed is so slow

Open birham-red-bd opened this issue 6 years ago • 3 comments

Thanks for sharing you code. I complied this version of caffe, but when i tried to train the model, the training speed is so slow even though i used two Titanx gpu. I cannot figure out why is that. Could you help me out? very thanks

birham-red-bd avatar Sep 07 '18 02:09 birham-red-bd

Thanks for sharing you code. I complied this version of caffe, but when i tried to train the model, the training speed is so slow even though i used two Titanx gpu. I cannot figure out why is that. Could you help me out? very thanks

I also encountered the same problem. Training is particularly slow. Have you solved this problem? @tf24-karatzhong

herr99441 avatar Nov 30 '18 01:11 herr99441

it contains DDB(depth-wise dense blocks) subnetworks, like denseNet, too much concatenation operations lead to the huge use of GPU memory, thus it slow down the training process.

peterpaniff avatar Jan 14 '19 07:01 peterpaniff

maybe you can try let the “iter_size” to 1 or 2

QingxinWx avatar Jul 25 '19 01:07 QingxinWx