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GPU memory for zero-shot inference #1

@L-J-Yuan

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@L-J-Yuan

It's a great work !
When I tried to run demo_web.py for zero-shot inference, I encountered the error of CUDA out of memory on an 24G GPU card.
I wonder if the inference was also done on A100 for you ?

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