JingyunLiang / SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Home Page:https://arxiv.org/abs/2108.10257

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High CPU Usage

RebornForPower opened this issue · comments

Thanks for sharing your work. I meet a problem that the CPU usage is too high. When i set the H_size > 64 (eg.96 or 128) , the CPU usage is about 500%. I want to know why and what your type of GPU is used in the experiment in your paper. And I wonder if this problem is caused by the weak computing power of GPU (My GPU is NVIDIA RTX 2080 Ti).

Sorry for the later reply.

1, I think 500% CPU usage is normal. The upper bound is not 100%. If you want to reduce CPU usage, reduce the n_worker for the dataloader.

2, I use RTX 2080Ti as well.

Thanks for your replaying~

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