amanchadha / iSeeBetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
https://arxiv.org/abs/2006.11161
MIT License
359 stars 68 forks source link

Trying to upscale from HD to 4K CUDA out of memory even with 48GB VRAM, CPU mode doesn't work #27

Open AlverGant opened 3 years ago

AlverGant commented 3 years ago

We have made some objective quality tests upscaling SD content to HD and the results were really impressive, much higher Netflix VMAF than ESPCN, congratulations!!

But now we are trying to upscale HD 1080 content to 4K and even with a GeForce Quadro RTX 8000 we are getting out of memory issues, so we tried using CPU mode but it apparently doesn't work.

Please help!

kvnsng commented 4 months ago

Any updates on this?