appearance takes nearly 11GB of GPU RAM on Tesla T4

[wgetdddeb]

I am running the repo on my local GPU, which is Tesla T4 and other options generally take around 2GB of GPU RAM, but the appearance option alone takes 11GB of GPU RAM, though it uses the same loaded model. Can someone clarify this part or am I missing something? I took the same code as available in the HuggingFace space app.

@ZZZHANG-jx

[ZZZHANG-jx]

If it's the same image, the memory usage should be comparable for tasks other than the dewarping task (which uses 256x256 resolution input). Could you please try running this script inference.py to see if it has the same issue?

[bleachyin]

If it's the same image, the memory usage should be comparable for tasks other than the dewarping task (which uses 256x256 resolution input). Could you please try running this script inference.py to see if it has the same issue?

我遇到了同样的问题，我看到huggingface上的appearance，max_size是1600，当部署到runpod后，如果把图像沿用1600*1600，对于大一点的图片，模型就会爆显存，是由于网络中间的计算过大么。