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UNet训练时的显存占用问题

Open xiao12301 opened this issue 3 years ago • 1 comments

用unt网络训练的时候这么占用显存吗?unet网络不是最容易训练的吗,我用AIstuio的40GB的显存才能训练

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  1. PaddleSeg version: (please specify the branch as well,e.g. PaddleSeg release/2.3)
  2. PaddlePaddle version: (e.g. PaddlePaddle 2.1.0)
  3. Operation system: (e.g. Linux/Windows/MacOS)
  4. Python version: (e.g. Python3.6/7/8)
  5. CUDA/cuDNN version: (e.g. CUDA10.2/cuDNN 7.6.5)
  6. Additional context: (Add any other context about the problem)

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  1. PaddleSeg版本:(请提供版本号和分支信息,如PaddleSeg release/2.3)
  2. PaddlePaddle版本:(如PaddlePaddle 2.1.0)
  3. 操作系统信息:(如Linux/Windows/MacOS)
  4. Python版本号:(如Python3.6/7/8)
  5. CUDA/cuDNN版本:( 如CUDA10.2/cuDNN 7.6.5等)
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xiao12301 avatar Jul 27 '22 13:07 xiao12301

您好!训练时的显存占用与输入图像的大小、batch size、backbone的大小等都有关系,请您给出具体的配置,以便我们帮助您排查问题。

Bobholamovic avatar Jul 28 '22 06:07 Bobholamovic

This issue has been automatically marked as stale because it has not had recent activity. It will be closed in 7 days if no further activity occurs. Thank you for your contributions.

github-actions[bot] avatar Dec 11 '22 17:12 github-actions[bot]