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GPU utilization rate is low #15

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LiJunnan1992 opened this issue Aug 13, 2020 · 2 comments
Closed

GPU utilization rate is low #15

LiJunnan1992 opened this issue Aug 13, 2020 · 2 comments

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@LiJunnan1992
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Hi, thanks for the code!

When I tried to run it on single GPU (v-100), the utilizaiton rate is very low (~0-10%) even if I increase num_worker. Would you know why this happens and how to solve it? Thanks!
@JosephElHachem
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I am having the same observation. I am tempted to say that the most time consuming operations are generating the data augmentations. I haven't done the measurements yet though.

@sthalles
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Hello guys, that is a general message to say that I have refactored the whole project. I believe the project is much easier to understand now. Please have a look at the new impl and free to submit PR if you find any bugs. Thanks.

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@sthalles @LiJunnan1992 @JosephElHachem