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mihaidusmanu / d2-net

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
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Is it normal for training to take several days？ #66

Closed OldAAAA closed 4 years ago

OldAAAA commented 4 years ago

I try to train on the megadepth dataset with the scenes provided by the file in the path "d2-net-master/megadepth_utils/train_scenes.txt"，but i find the training time is very long.So i want to know is it normal? if not , how long should be taken on training? `100%|██████████████████████| 77/77 [01:29<00:00, 1.16s/it]

97%|██████████▎ | 1816/1875 [12:40<00:21, 2.72it/s, loss=1.0919]` my hardware configure is as follow: GPU:Gefore GTX 1060ti Cpu: intel corei5 9th Gen

What kind of hardware configuration is recommended？

mihaidusmanu commented 4 years ago

Hello. 12 minutes per epoch seems reasonable to me. I have only trained on 1080Ti / 2080Ti - from what I remember the training took somewhere in the range 2-5 hours.

OldAAAA commented 4 years ago

OK，Thank you!