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Low training speed on RTX 3090 #18

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lingorX opened this issue Feb 22, 2021 · 4 comments
Closed

Low training speed on RTX 3090 #18

lingorX opened this issue Feb 22, 2021 · 4 comments

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@lingorX
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lingorX commented Feb 22, 2021

Training on the 3090 gets slower and slower as time goes on but the 2080ti doesn't have this problem

torch 1.8.0.dev20201130+cu110
torchvision 0.9.0.dev20201130+cu110
NVIDIA-SMI 455.23.04 Driver Version: 455.23.04 CUDA Version: 11.1

@wilile26811249
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@0liliulei Hi, you can train the vit on 2080ti? I tried to train the pretrained vit on 2080ti(11GB), but... CUDA out of memory. Are you use multi gpu or single?

@lingorX
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lingorX commented Mar 24, 2021

@wilile26811249 I use four cards to train vit_base_224_16

@wilile26811249
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thank you. Have a nice day~

@lingorX lingorX closed this as completed Mar 31, 2021
@longmalongma
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@wilile26811249 I use four cards to train vit_base_224_16

Hi, how to use four cards to train vit_base_224_16? What is the training codes?

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