tf.app.run()

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在很多TensorFlow公布的Demo中,都有这样的代码存在,如下,这是干什么的呢?

if __name__ == "__main__":    tf.app.run() 

我们来看一下源代码:

# tensorflow/tensorflow/python/platform/default/_app.py# Copyright 2015 Google Inc. 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.# =============================================================================="""Generic entry point script."""from __future__ import absolute_importfrom __future__ import divisionfrom __future__ import print_functionimport sysfrom tensorflow.python.platform import flagsdef run(main=None):  f = flags.FLAGS  f._parse_flags()  main = main or sys.modules['__main__'].main  sys.exit(main(sys.argv))

处理flag解析,然后执行main函数,那么flag解析是什么意思呢?诸如这样的:

tf.app.flags.DEFINE_boolean("self_test", False, "True if running a self test.")tf.app.flags.DEFINE_boolean('use_fp16', False,                            "Use half floats instead of full floats if True.")FLAGS = tf.app.flags.FLAGS

参考资料

http://stackoverflow.com/questions/33703624/how-does-tf-app-run-work

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