def main(_):
hparams = eval_lib.HParams(
FLAGS.master, FLAGS.checkpoint_dir, FLAGS.eval_dir,
FLAGS.num_images_generated, FLAGS.num_inception_images,
FLAGS.eval_real_images, FLAGS.eval_frechet_inception_distance,
FLAGS.max_number_of_evaluations, FLAGS.write_to_disk)
eval_lib.evaluate(hparams, run_eval_loop=True)
def test_build_graph(self, mock_provide_data, mock_iscore, mock_fid,
eval_real_images):
hparams = eval_lib.HParams(master='',
checkpoint_dir='/tmp/cifar10/',
eval_dir='/tmp/cifar10/',
num_images_generated=100,
num_inception_images=10,
eval_real_images=eval_real_images,
eval_frechet_inception_distance=True,
max_number_of_evaluations=None,
write_to_disk=True)
# Mock reads from disk.
mock_provide_data.return_value = (tf.ones(
[hparams.num_images_generated, 32, 32,
3]), tf.zeros([hparams.num_images_generated]))
# Mock `frechet_inception_distance` and `inception_score`, which are
# expensive.
mock_fid.return_value = 1.0
mock_iscore.return_value = 1.0
eval_lib.evaluate(hparams, run_eval_loop=False)