Hugging Face's logo

Spaces:
SkalskiP
/
SAM_and_MetaCLIP
Sleeping

App Files Community
3

Apply for community grant: Personal project (gpu)

#2
by SkalskiP - opened
Discussion
SkalskiP
 Owner

I created quite an interesting space combining SAM and MetaCLIP. But it requires GPU to run fast enough. If you think he is worth it I would be very pleased if I got a grant for it. 🤗

hysts

Hi @SkalskiP , we've assigned a10g-small as a grant for now, as it was the hardware you were using.
Regarding the hardware, can you optimize memory usage so that it can run on T4? I duplicated the Space and tested it on T4, but got CUDA OOM after a while. (Maybe my input image was too big?)

SkalskiP
 Owner

Hi @hysts ! This is awesome! Thank you very much! 🙏🏻 I am pretty confident that I can optimize the model to the T4 level. Maybe rescaling the image to a lower resolution will help?

hysts

@SkalskiP Thanks! As I haven't looked into the code, so I'm not sure when OOM occurs, but yeah, rescaling the input image if it's too large might fix it.

Sign up or log in to comment