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[Feature] The test process takes too long. #1

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bozihu opened this issue Feb 9, 2023 · 2 comments
Closed

[Feature] The test process takes too long. #1

bozihu opened this issue Feb 9, 2023 · 2 comments

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@bozihu
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bozihu commented Feb 9, 2023

What's the feature?

When I inference the test data, the merge process and evaluation process take too long. For example, when I use Rotated Retinanet with Res50 as backbone to test, it will cost half an hour. Please give me some advises.

Any other context?

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@shaunyuan22
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The evaluation process stuck in the IoU computation stage which could get worse when there are dense predictions and instances.
We have already organized the codes in a multi-processing manner hence increase the args nproc could alleviate such situation.

@Songyeyaosong
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Hi, I have changed some code to solve this problem. Hope this can be helpful.
#7

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