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RuntimeError: CUDA out of memory. Tried to allocate 58.00 MiB (GPU 1; 10.76 GiB total capacity; 9.75 GiB already allocated; 25.56 MiB free; 9.89 GiB reserved in total by PyTorch) #21

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guangxuwang opened this issue Sep 10, 2022 · 2 comments
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RuntimeError: CUDA out of memory. Tried to allocate 58.00 MiB (GPU 1; 10.76 GiB total capacity; 9.75 GiB already allocated; 25.56 MiB free; 9.89 GiB reserved in total by PyTorch) #21

guangxuwang opened this issue Sep 10, 2022 · 2 comments

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@guangxuwang
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guangxuwang commented Sep 10, 2022 •
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RuntimeError: CUDA out of memory. Tried to allocate 58.00 MiB (GPU 1; 10.76 GiB total capacity; 9.75 GiB already allocated; 25.56 MiB free; 9.89 GiB reserved in total by PyTorch)

how do you solve it？，my gpu is rtx 2080ti（memory 11G）.
@Avinash439
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I am having the same issue, Please let me know if you solve the above error?

@Avinash439
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RuntimeError: CUDA out of memory. Tried to allocate 58.00 MiB (GPU 1; 10.76 GiB total capacity; 9.75 GiB already allocated; 25.56 MiB free; 9.89 GiB reserved in total by PyTorch)

how do you solve it？，my gpu is rtx 2080ti（memory 11G）.

Just change the batch size in the file ISTR/projects/ISTR/configs/ISTR-AE-R50-3x.yaml

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@Avinash439 @guangxuwang