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CUDA out of memory in image denoising code. #130

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MayThetTun opened this issue Jun 7, 2023 · 3 comments
Open

CUDA out of memory in image denoising code. #130

MayThetTun opened this issue Jun 7, 2023 · 3 comments

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@MayThetTun
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restored = model_restoration(input_) in denoising.
RuntimeError: CUDA out of memory. Tried to allocate 176.00 MiB (GPU 0; 5.00 GiB total capacity; 3.94 GiB already allocated; 0 bytes free; 4.28 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF .
@chenguo12315
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May be your image's is not a eight multiple you should resize your image size
image

@hust-lidelong
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hust-lidelong commented Aug 24, 2023 via email

@ahmedAbassi123
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what batch size are you using?

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@hust-lidelong @MayThetTun @ahmedAbassi123 @chenguo12315