# coding=utf-8
# Copyright 2022 The TensorFlow GAN Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

"""Trains a StarGAN model."""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import collections

import tensorflow.compat.v1 as tf
import tensorflow_gan as tfgan

from tensorflow_gan.examples.stargan import data_provider
from tensorflow_gan.examples.stargan import network

HParams = collections.namedtuple('HParams', [
    'batch_size', 'patch_size', 'train_log_dir', 'generator_lr',