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hkchengrex / Tracking-Anything-with-DEVA

[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
https://hkchengrex.com/Tracking-Anything-with-DEVA/
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Will changing the batch size from 16 to 18 and running with 6 cards result in performance loss? #96

Closed longmalongma closed 5 months ago

longmalongma commented 5 months ago

Will changing the batch size from 16 to 18 and running with 6 cards result in performance loss? What modifications should I make accordingly?

hkchengrex commented 5 months ago

You can change the number of GPUs according to this page https://github.com/hkchengrex/Tracking-Anything-with-DEVA/blob/main/docs/TRAINING.md

And the batch size in this page: https://github.com/hkchengrex/Tracking-Anything-with-DEVA/blob/main/deva/utils/configuration.py

longmalongma commented 5 months ago

You can change the number of GPUs according to this page https://github.com/hkchengrex/Tracking-Anything-with-DEVA/blob/main/docs/TRAINING.md

And the batch size in this page: https://github.com/hkchengrex/Tracking-Anything-with-DEVA/blob/main/deva/utils/configuration.py

I know. Now I change the batch size to 18 and the number of Gpus to 6. Will this reduce the performance?

hkchengrex commented 5 months ago

I haven't tried it but I have no reason to believe that the performance would be significantly different.