search

LTH14 / rcg

PyTorch implementation of RCG https://arxiv.org/abs/2312.03701
MIT License
785 stars 36 forks source link

fid #10

Open wj7486 opened 8 months ago

wj7486 commented 8 months ago

Dear author, I have a question: Regarding calculating the Fid index, even generating 5000 samples to calculate Fid would take a long time, such as one day. What is the reason for this? It takes 30 seconds to generate a batch of 8 for the graph. Looking forward to your reply,Thanks

LTH14 commented 8 months ago

As shown in Table 7 of the paper, for RCG-L, generating one image using one V100 GPU takes around 0.45 seconds. Therefore it should take less than 4 seconds for a batch of 8 images. What type of GPU do you use? Different GPUs can have completely different generation speed.

wj7486 commented 8 months ago

As shown in Table 7 of the paper, for RCG-L, generating one image using one V100 GPU takes around 0.45 seconds. Therefore it should take less than 4 seconds for a batch of 8 images. What type of GPU do you use? Different GPUs can have completely different generation speed. Thank you for your reply. The GPU model I am using is 3090 and the graphics memory is 20GB