# Lint as: python2, python3
# Copyright 2018 The TensorFlow Authors All Rights Reserved.
#
# 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.
# ==============================================================================
"""Evaluation script for the DeepLab model.

See model.py for more details and usage.
"""

import numpy as np
import six
import tensorflow as tf
from tensorflow.contrib import metrics as contrib_metrics
from tensorflow.contrib import quantize as contrib_quantize
from tensorflow.contrib import tfprof as contrib_tfprof
from tensorflow.contrib import training as contrib_training
from deeplab import common
from deeplab import model