DatasetFactorization icon indicating copy to clipboard operation
DatasetFactorization copied to clipboard

Typo in run_cifar10_ipc1_style5.sh

Open cile98 opened this issue 2 years ago • 1 comments

Hi I believe that in run_cifar10_ipc1_style5.sh parameter ipc should be set to the value of 1 in order to reproduce the result from the paper ( 48.3±0.8) and to be consistent with the filename. Currently, it is set to 3.

cile98 avatar Nov 27 '22 15:11 cile98

Hi,

Thanks for your interest. You are correct. To reproduce the results in Tab. 1, ipc should be 1 and the flag '--single_channel' should be turned off. In practice, we found that when ipc is small, using images with single channel instead of RGB 3 channels yields better results. If single-channel image is used, ipc can be 3x given the same storage budget.

I have uploaded scripts of both single-channel 3x ipc and 3-channel 1x ipc.

Huage001 avatar Nov 28 '22 06:11 Huage001