python fact_train.py -project fact -dataset mini_imagenet -base_mode 'ft_cos' -new_mode 'avg_cos' -gamma 0.1 -lr_base 0.1 -lr_new 0.1 -decay 0.0005 -epochs_base 1000 -schedule Cosine  -gpu 1,2,3,0 -temperature 16 -dataroot YOURDATAROOT -alpha 0.5 -balance 0.01 -loss_iter 150 -eta 0.1