scripts/test_before_push.py

# Simple script to make sure basic usage
# such as training, testing, saving and loading
# runs without errors.
import os


def run(command):
    print(command)
    exit_status = os.system(command)
    if exit_status > 0:
        exit(1)


if __name__ == '__main__':
    # download mini datasets
    if not os.path.exists('./datasets/mini'):
        run('bash ./datasets/download_cyclegan_dataset.sh mini')

    if not os.path.exists('./datasets/mini_pix2pix'):
        run('bash ./datasets/download_cyclegan_dataset.sh mini_pix2pix')

    # pretrained cyclegan model
    if not os.path.exists('./checkpoints/horse2zebra_pretrained/latest_net_G.pth'):
        run('bash ./scripts/download_cyclegan_model.sh horse2zebra')
    run('python test.py --model test --dataroot ./datasets/mini --name horse2zebra_pretrained --no_dropout --num_test 1 --no_dropout')

    # pretrained pix2pix model
    if not os.path.exists('./checkpoints/facades_label2photo_pretrained/latest_net_G.pth'):
        run('bash ./scripts/download_pix2pix_model.sh facades_label2photo')
    if not os.path.exists('./datasets/facades'):
        run('bash ./datasets/download_pix2pix_dataset.sh facades')
    run('python test.py --dataroot ./datasets/facades/ --direction BtoA --model pix2pix --name facades_label2photo_pretrained --num_test 1')

    # cyclegan train/test
    run('python train.py --model cycle_gan --name temp_cyclegan --dataroot ./datasets/mini --n_epochs 1 --n_epochs_decay 0 --save_latest_freq 10  --print_freq 1 --display_id -1')
    run('python test.py --model test --name temp_cyclegan --dataroot ./datasets/mini --num_test 1 --model_suffix "_A" --no_dropout')

    # pix2pix train/test
    run('python train.py --model pix2pix --name temp_pix2pix --dataroot ./datasets/mini_pix2pix --n_epochs 1 --n_epochs_decay 5 --save_latest_freq 10 --display_id -1')
    run('python test.py --model pix2pix --name temp_pix2pix --dataroot ./datasets/mini_pix2pix --num_test 1')

    # template train/test
    run('python train.py --model template --name temp2 --dataroot ./datasets/mini_pix2pix --n_epochs 1 --n_epochs_decay 0 --save_latest_freq 10 --display_id -1')
    run('python test.py --model template --name temp2 --dataroot ./datasets/mini_pix2pix --num_test 1')

    # colorization train/test (optional)
    if not os.path.exists('./datasets/mini_colorization'):
        run('bash ./datasets/download_cyclegan_dataset.sh mini_colorization')

    run('python train.py --model colorization --name temp_color --dataroot ./datasets/mini_colorization --n_epochs 1 --n_epochs_decay 0 --save_latest_freq 5 --display_id -1')
    run('python test.py --model colorization --name temp_color --dataroot ./datasets/mini_colorization --num_test 1')