crest icon indicating copy to clipboard operation
crest copied to clipboard

Command for MixMatch

Open YUE-FAN opened this issue 3 years ago • 2 comments

Hi,

I wondered whether you could share the command for running MixMatch results on CIFAR-10. Thanks!

YUE-FAN avatar Oct 10 '21 18:10 YUE-FAN

The following hyper-parameters give me 64.96% test accuracy while it is 68.3% in the paper. Could you please check where I set wrongly or if there are other hyper-parameters I need to set? Thanks a lot!

CUDA_VISIBLE_DEVICES=0 python -m train_and_eval_loop --model_dir=./result --method=mixmatch --dataset=cifar10ltdarp --input_shape=32,32,3 --class_im_ratio=150 --fold=1 --num_epoch=128 --num_generation=6 --sched_level=5 --dalign_t=0.8 --how_dalign=adaptive --do_distalign=True --num_weakaug 2 --num_strongaug 0 --alpha 2.0 --temperature 0.5

YUE-FAN avatar Oct 12 '21 09:10 YUE-FAN

@weichen582 who did the experiments can share some info.

fyangf avatar Oct 20 '21 19:10 fyangf