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Anyone else getting memory issues? #6

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kilickaya opened this issue Jul 1, 2021 · 1 comment
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Anyone else getting memory issues? #6

kilickaya opened this issue Jul 1, 2021 · 1 comment
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@kilickaya
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❔Question

Hello! I wonder if anyone else is getting GPU memory errors even with the small model (yolos_small) ?

Additional context

I am on a 4 GPUs node with Geforce Gtx 1080 ti with 11gb memory each. I use batch size 1 as recommended. Both distributed and non-distributed versions throw the same error.

Tiny model trains smoothly without a trouble.

If there are any tips to reduce memory usage that would be awesome as well!
@kilickaya kilickaya added the question Further information is requested label Jul 1, 2021
@LegendBC
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LegendBC commented Jul 2, 2021

Hi @kilickaya, thanks for your interest in YOLOS.
We have actually answered here:#5 (comment), --use_checkpoint may help you with that.

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@kilickaya @LegendBC