Fix copybara to limit some transformations to the beginning of the line.
PiperOrigin-RevId: 233151293
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14 changed files with 28 additions and 28 deletions
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@ -37,8 +37,8 @@ import math
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from absl import app
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from absl import app
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from absl import flags
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from absl import flags
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from tensorflow_privacy.privacy.analysis.rdp_accountant import compute_rdp
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from privacy.analysis.rdp_accountant import compute_rdp
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from tensorflow_privacy.privacy.analysis.rdp_accountant import get_privacy_spent
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from privacy.analysis.rdp_accountant import get_privacy_spent
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FLAGS = flags.FLAGS
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FLAGS = flags.FLAGS
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@ -23,8 +23,8 @@ import collections
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.analysis import tensor_buffer
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from privacy.analysis import tensor_buffer
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from tensorflow_privacy.privacy.optimizers import dp_query
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from privacy.optimizers import dp_query
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nest = tf.contrib.framework.nest
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nest = tf.contrib.framework.nest
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@ -20,10 +20,10 @@ from __future__ import print_function
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.analysis import privacy_ledger
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from privacy.analysis import privacy_ledger
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from tensorflow_privacy.privacy.optimizers import gaussian_query
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from privacy.optimizers import gaussian_query
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from tensorflow_privacy.privacy.optimizers import nested_query
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from privacy.optimizers import nested_query
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from tensorflow_privacy.privacy.optimizers import test_utils
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from privacy.optimizers import test_utils
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tf.enable_eager_execution()
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tf.enable_eager_execution()
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@ -25,7 +25,7 @@ from absl.testing import parameterized
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import mpmath as mp
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import mpmath as mp
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import numpy as np
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import numpy as np
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from tensorflow_privacy.privacy.analysis import rdp_accountant
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from privacy.analysis import rdp_accountant
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class TestGaussianMoments(parameterized.TestCase):
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class TestGaussianMoments(parameterized.TestCase):
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@ -19,7 +19,7 @@ from __future__ import print_function
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.analysis import tensor_buffer
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from privacy.analysis import tensor_buffer
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tf.enable_eager_execution()
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tf.enable_eager_execution()
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@ -19,8 +19,8 @@ from __future__ import print_function
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.analysis import privacy_ledger
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from privacy.analysis import privacy_ledger
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from tensorflow_privacy.privacy.optimizers import gaussian_query
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from privacy.optimizers import gaussian_query
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def make_optimizer_class(cls):
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def make_optimizer_class(cls):
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@ -22,9 +22,9 @@ import mock
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import numpy as np
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import numpy as np
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.analysis import privacy_ledger
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from privacy.analysis import privacy_ledger
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from tensorflow_privacy.privacy.optimizers import dp_optimizer
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from privacy.optimizers import dp_optimizer
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from tensorflow_privacy.privacy.optimizers import gaussian_query
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from privacy.optimizers import gaussian_query
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def loss(val0, val1):
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def loss(val0, val1):
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@ -23,7 +23,7 @@ import collections
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.optimizers import dp_query
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from privacy.optimizers import dp_query
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nest = tf.contrib.framework.nest
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nest = tf.contrib.framework.nest
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@ -22,8 +22,8 @@ from absl.testing import parameterized
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import numpy as np
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import numpy as np
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.optimizers import gaussian_query
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from privacy.optimizers import gaussian_query
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from tensorflow_privacy.privacy.optimizers import test_utils
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from privacy.optimizers import test_utils
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class GaussianQueryTest(tf.test.TestCase, parameterized.TestCase):
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class GaussianQueryTest(tf.test.TestCase, parameterized.TestCase):
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@ -22,7 +22,7 @@ from __future__ import print_function
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.optimizers import dp_query
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from privacy.optimizers import dp_query
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nest = tf.contrib.framework.nest
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nest = tf.contrib.framework.nest
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@ -23,9 +23,9 @@ from absl.testing import parameterized
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import numpy as np
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import numpy as np
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.optimizers import gaussian_query
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from privacy.optimizers import gaussian_query
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from tensorflow_privacy.privacy.optimizers import nested_query
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from privacy.optimizers import nested_query
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from tensorflow_privacy.privacy.optimizers import test_utils
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from privacy.optimizers import test_utils
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nest = tf.contrib.framework.nest
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nest = tf.contrib.framework.nest
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@ -19,7 +19,7 @@ from __future__ import print_function
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.optimizers import dp_query
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from privacy.optimizers import dp_query
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nest = tf.contrib.framework.nest
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nest = tf.contrib.framework.nest
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@ -21,8 +21,8 @@ from __future__ import print_function
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from absl.testing import parameterized
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from absl.testing import parameterized
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.optimizers import no_privacy_query
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from privacy.optimizers import no_privacy_query
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from tensorflow_privacy.privacy.optimizers import test_utils
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from privacy.optimizers import test_utils
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class NoPrivacyQueryTest(tf.test.TestCase, parameterized.TestCase):
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class NoPrivacyQueryTest(tf.test.TestCase, parameterized.TestCase):
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@ -21,9 +21,9 @@ from __future__ import print_function
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import numpy as np
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import numpy as np
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import tensorflow as tf
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import tensorflow as tf
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from tensorflow_privacy.privacy.analysis.rdp_accountant import compute_rdp
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from privacy.analysis.rdp_accountant import compute_rdp
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from tensorflow_privacy.privacy.analysis.rdp_accountant import get_privacy_spent
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from privacy.analysis.rdp_accountant import get_privacy_spent
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from tensorflow_privacy.privacy.optimizers import dp_optimizer
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from privacy.optimizers import dp_optimizer
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tf.flags.DEFINE_boolean('dpsgd', True, 'If True, train with DP-SGD. If False, '
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tf.flags.DEFINE_boolean('dpsgd', True, 'If True, train with DP-SGD. If False, '
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'train with vanilla SGD.')
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'train with vanilla SGD.')
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