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# Copyright 2015 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.
# ==============================================================================
"""Downloads and extracts the binary version of the CIFAR-10 dataset."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import argparse
import os
import sys
import tarfile
from six.moves import urllib
import tensorflow as tf
DATA_URL = 'https://www.cs.toronto.edu/~kriz/cifar-10-binary.tar.gz'
parser = argparse.ArgumentParser()
parser.add_argument(
'--data_dir', type=str, default='/tmp/cifar10_data',
help='Directory to download data and extract the tarball')
def main(_):
"""Download and extract the tarball from Alex's website."""
if not os.path.exists(FLAGS.data_dir):
os.makedirs(FLAGS.data_dir)
filename = DATA_URL.split('/')[-1]
filepath = os.path.join(FLAGS.data_dir, filename)
if not os.path.exists(filepath):
def _progress(count, block_size, total_size):
sys.stdout.write('\r>> Downloading %s %.1f%%' % (
filename, 100.0 * count * block_size / total_size))
sys.stdout.flush()
filepath, _ = urllib.request.urlretrieve(DATA_URL, filepath, _progress)
print()
statinfo = os.stat(filepath)
print('Successfully downloaded', filename, statinfo.st_size, 'bytes.')
tarfile.open(filepath, 'r:gz').extractall(FLAGS.data_dir)
if __name__ == '__main__':
FLAGS, unparsed = parser.parse_known_args()
tf.compat.v1.app.run(argv=[sys.argv[0]] + unparsed)
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