for dataset in cifar10 #ffhq afhqv2 | |
do | |
for steps in 4 # 5 6 7 8 9 10 | |
do | |
for solver in uni_pc # dpm_solver++ ipndm | |
do | |
python3 main.py \ | |
--all_config configs/${dataset}.yml \ | |
--data_dir train_data/train_data_${dataset}/uni_pc_NFE20_logSNR_seed0/ \ | |
--main_valid_batch_size 25 \ | |
--solver_name ${solver} \ | |
--steps ${steps} \ | |
--log_path all_logs/logs_${dataset} | |
python3 gen_data.py --learn \ | |
--all_config configs/${dataset}.yml \ | |
--sampling_batch_size 25 \ | |
--solver_name ${solver} \ | |
--steps ${steps} \ | |
--total_samples 50000 \ | |
--log_path all_logs/logs_${dataset} \ | |
--data_dir sampling_data/sampling_data_${dataset} \ | |
--save_png | |
done | |
done | |
done |