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yinboc / liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
https://yinboc.github.io/liif/
BSD 3-Clause "New" or "Revised" License
1.27k stars 145 forks source link

bsize? #44

Open jiamingNo1 opened 2 years ago

jiamingNo1 commented 2 years ago

My GPU memory is 32g, and the image is 3456 x 4608, now I want to resize to 6912 x 9216 by liif, but get a error hint 'cuda out of memory'. So I reduce the bsize gradually to 1, but still have the problem 'cuda out of memory'?

Lovegood-1 commented 2 years ago

I have 4 GPU. But when I run code on GPU:2 ,I run this 'CUDA_VISIBLE_DEVICES=2 python demo.py --input 246.jpg --model rdn-liif.pth --resolution 2560,1440 --output output.png --gpu 0' and get 'cuda out of memory'. Than I try 'CUDA_VISIBLE_DEVICES=2 python demo.py --input 246.jpg --model rdn-liif.pth --resolution 1440,2560 --output output.png --gpu 2'. It work!!!