cd4861ecb7593ebb5e302efd520f522d6f911783,cleverhans_tutorials/mnist_tutorial_pytorch.py,,main,#Any#,170

Before Change



def main(_=None):
  // Warn user if running cleverhans from a different directory than tutorial.
  cur_dir = os.path.split(os.path.dirname(os.path.abspath(__file__)))[0]
  ch_dir = os.path.split(cleverhans.__path__[0])[0]
  if cur_dir != ch_dir:
    warnings.warn("Running cleverhans from a different directory than "
                  "current tutorial file. This may cause a version mismatch.")

  mnist_tutorial(nb_epochs=FLAGS.nb_epochs,
                 batch_size=FLAGS.batch_size,
                 learning_rate=FLAGS.learning_rate)

After Change



def main(_=None):
  from check_installation import check_installation
  check_installation()

  mnist_tutorial(nb_epochs=FLAGS.nb_epochs,
                 batch_size=FLAGS.batch_size,
                 learning_rate=FLAGS.learning_rate)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 8

Non-data size: 22

Instances


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_pytorch.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_blackbox.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_tfe.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_tf.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_keras_tf.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_pytorch.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_picklable.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_cw.py
Class Name:
Method Name: main


Project Name: tensorflow/cleverhans
Commit Name: cd4861ecb7593ebb5e302efd520f522d6f911783
Time: 2018-10-03
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_jsma.py
Class Name:
Method Name: main