24cc9536e4969716b3080498426af8e47dee7907,tests/classifiers/test_tensorflow.py,TestTFClassifier,test_loss_gradient,#TestTFClassifier#,125
Before Change
def test_loss_gradient(self):
// Get MNIST
(_, _), (x_test, y_test) = self.mnist
// Test gradient
grads = self.classifier.loss_gradient(x_test, y_test)
After Change
0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00])
np.testing.assert_array_almost_equal(gradients[0, :, 14, 0], expected_gradients_2, decimal=4)
tf.reset_default_graph()
sess.close()
def test_layers(self):
classifier, sess = get_classifier_tf()
In pattern: SUPERPATTERN
Frequency: 5
Non-data size: 7
Instances
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 24cc9536e4969716b3080498426af8e47dee7907
Time: 2019-08-17
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_tensorflow.py
Class Name: TestTFClassifier
Method Name: test_loss_gradient
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 24cc9536e4969716b3080498426af8e47dee7907
Time: 2019-08-17
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_tensorflow.py
Class Name: TestTFClassifier
Method Name: test_pickle
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 24cc9536e4969716b3080498426af8e47dee7907
Time: 2019-08-17
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_tensorflow.py
Class Name: TestTFClassifier
Method Name: test_layers
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 24cc9536e4969716b3080498426af8e47dee7907
Time: 2019-08-17
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_tensorflow.py
Class Name: TestTFClassifier
Method Name: test_class_gradient
Project Name: IBM/adversarial-robustness-toolbox
Commit Name: 24cc9536e4969716b3080498426af8e47dee7907
Time: 2019-08-17
Author: beat.buesser@ie.ibm.com
File Name: tests/classifiers/test_tensorflow.py
Class Name: TestTFClassifier
Method Name: test_predict