Why is it so slow to run on COCO that even an epoch takes 12 hours on 2080ti

YoungXIAO13 / FewShotDetection

(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"

http://imagine.enpc.fr/~xiaoy/FSDetView/

MIT License

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Why is it so slow to run on COCO that even an epoch takes 12 hours on 2080ti #36

Open liuweijie19980216 opened 3 years ago

liuweijie19980216 commented 3 years ago

I run the code completely according to your environment , but it takes more than 12 hours to run COCO on 2080ti. This should be a very abnormal situation.

I'm looking forward to your reply

john2020-210 commented 3 years ago

My compute also use 2080ti,but I can not run the code ,what is your cuda version,how can you run the make.sh,can you help me?

YoungXIAO13 commented 3 years ago

Hi, you can see my installation details here. Since most code is built on MetaRCNN, I use CUDA 8.0 with PyTorch 0.4.1 to compile the make file. As for the issue with 2080ti, I've never tried on it but I suppose the problem comes from the cuda version being too slow for 2080ti? (c.f. here)