How can I elaborate 500 images?

vt-vl-lab / FGVC

[ECCV 2020] Flow-edge Guided Video Completion

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How can I elaborate 500 images? #36

Open Cioscos opened 3 years ago

Cioscos commented 3 years ago

Hi! I've problems to elaborate 500 images because I go in out of memory of ram. Moreover I tried with 2 images and It went in OOM of VRAM. Maybe resolution must be lower?

gaochen315 commented 3 years ago

Yes, it depends on the resolution as well because we need to feed the whole video to the memory. What is the resolution?

Cioscos commented 3 years ago

Resolution is full hd. Does it works with videos or just images?

aklos commented 3 years ago

From what I've tried, the max res is ~1280x768 with 24GB of VRAM. I'm not sure if lowering the number of frames will help with VRAM, but I tested on 10 frames.

xenjee commented 3 years ago

FWIW, just did a test on 1920x1080 x 14 frames and it went up to about 22.8GB for this process. I had another app running at the same time taking an extra 5GB, so that passed 24GB. Running on an RTX8000 (48GB)