Module keras.distribute.keras_rnn_model_correctness_test
Correctness tests for tf.keras RNN models using DistributionStrategy.
Expand source code
# Copyright 2019 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.
# ==============================================================================
"""Correctness tests for tf.keras RNN models using DistributionStrategy."""
import tensorflow.compat.v2 as tf
import numpy as np
import keras
from keras import testing_utils
from keras.distribute import keras_correctness_test_base
from keras.layers import recurrent as rnn_v1
from keras.layers import recurrent_v2 as rnn_v2
from keras.mixed_precision import policy
from keras.optimizer_v2 import gradient_descent as gradient_descent_keras
class _DistributionStrategyRnnModelCorrectnessTest(
keras_correctness_test_base
.TestDistributionStrategyEmbeddingModelCorrectnessBase):
def _get_layer_class(self):
raise NotImplementedError
def get_model(self,
max_words=10,
initial_weights=None,
distribution=None,
input_shapes=None):
del input_shapes
rnn_cls = self._get_layer_class()
with keras_correctness_test_base.MaybeDistributionScope(distribution):
word_ids = keras.layers.Input(
shape=(max_words,), dtype=np.int32, name='words')
word_embed = keras.layers.Embedding(input_dim=20, output_dim=10)(word_ids)
rnn_embed = rnn_cls(units=4, return_sequences=False)(word_embed)
dense_output = keras.layers.Dense(2)(rnn_embed)
preds = keras.layers.Softmax(dtype='float32')(dense_output)
model = keras.Model(inputs=[word_ids], outputs=[preds])
if initial_weights:
model.set_weights(initial_weights)
optimizer_fn = gradient_descent_keras.SGD
model.compile(
optimizer=optimizer_fn(learning_rate=0.1),
loss='sparse_categorical_crossentropy',
metrics=['sparse_categorical_accuracy'])
return model
@testing_utils.run_all_without_tensor_float_32(
'Uses Dense layers, which call matmul')
class DistributionStrategyGruModelCorrectnessTest(
_DistributionStrategyRnnModelCorrectnessTest):
def _get_layer_class(self):
if tf.__internal__.tf2.enabled():
if not tf.executing_eagerly():
self.skipTest("GRU v2 and legacy graph mode don't work together.")
return rnn_v2.GRU
else:
return rnn_v1.GRU
@tf.__internal__.distribute.combinations.generate(
keras_correctness_test_base.test_combinations_for_embedding_model() +
keras_correctness_test_base.multi_worker_mirrored_eager())
def test_gru_model_correctness(self, distribution, use_numpy,
use_validation_data):
self.run_correctness_test(distribution, use_numpy, use_validation_data)
@testing_utils.run_all_without_tensor_float_32(
'Uses Dense layers, which call matmul')
class DistributionStrategyLstmModelCorrectnessTest(
_DistributionStrategyRnnModelCorrectnessTest):
def _get_layer_class(self):
if tf.__internal__.tf2.enabled():
if not tf.executing_eagerly():
self.skipTest("LSTM v2 and legacy graph mode don't work together.")
return rnn_v2.LSTM
else:
return rnn_v1.LSTM
@tf.__internal__.distribute.combinations.generate(
keras_correctness_test_base.test_combinations_for_embedding_model() +
keras_correctness_test_base.multi_worker_mirrored_eager())
def test_lstm_model_correctness(self, distribution, use_numpy,
use_validation_data):
self.run_correctness_test(distribution, use_numpy, use_validation_data)
@tf.__internal__.distribute.combinations.generate(
keras_correctness_test_base.test_combinations_for_embedding_model() +
keras_correctness_test_base.multi_worker_mirrored_eager())
@testing_utils.enable_v2_dtype_behavior
def test_lstm_model_correctness_mixed_precision(self, distribution, use_numpy,
use_validation_data):
if isinstance(distribution,
(tf.distribute.experimental.CentralStorageStrategy,
tf.compat.v1.distribute.experimental.CentralStorageStrategy)):
self.skipTest('CentralStorageStrategy is not supported by '
'mixed precision.')
if isinstance(distribution,
(tf.distribute.experimental.TPUStrategy, tf.compat.v1.distribute.experimental.TPUStrategy)):
policy_name = 'mixed_bfloat16'
else:
policy_name = 'mixed_float16'
with policy.policy_scope(policy_name):
self.run_correctness_test(distribution, use_numpy, use_validation_data)
if __name__ == '__main__':
tf.__internal__.distribute.multi_process_runner.test_main()
Classes
class DistributionStrategyGruModelCorrectnessTest (methodName='runTest')
-
Base class to test correctness of Keras models with embedding layers.
Create an instance of the class that will use the named test method when executed. Raises a ValueError if the instance does not have a method with the specified name.
Expand source code
class DistributionStrategyGruModelCorrectnessTest( _DistributionStrategyRnnModelCorrectnessTest): def _get_layer_class(self): if tf.__internal__.tf2.enabled(): if not tf.executing_eagerly(): self.skipTest("GRU v2 and legacy graph mode don't work together.") return rnn_v2.GRU else: return rnn_v1.GRU @tf.__internal__.distribute.combinations.generate( keras_correctness_test_base.test_combinations_for_embedding_model() + keras_correctness_test_base.multi_worker_mirrored_eager()) def test_gru_model_correctness(self, distribution, use_numpy, use_validation_data): self.run_correctness_test(distribution, use_numpy, use_validation_data)
Ancestors
- keras.distribute.keras_rnn_model_correctness_test._DistributionStrategyRnnModelCorrectnessTest
- TestDistributionStrategyEmbeddingModelCorrectnessBase
- TestDistributionStrategyCorrectnessBase
- tensorflow.python.framework.test_util.TensorFlowTestCase
- absl.testing.parameterized.TestCase
- absl.testing.absltest.TestCase
- absl.third_party.unittest3_backport.case.TestCase
- unittest.case.TestCase
Methods
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_TPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_TPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_TPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_gru_model_correctness_test_distribution_TPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
Inherited members
class DistributionStrategyLstmModelCorrectnessTest (methodName='runTest')
-
Base class to test correctness of Keras models with embedding layers.
Create an instance of the class that will use the named test method when executed. Raises a ValueError if the instance does not have a method with the specified name.
Expand source code
class DistributionStrategyLstmModelCorrectnessTest( _DistributionStrategyRnnModelCorrectnessTest): def _get_layer_class(self): if tf.__internal__.tf2.enabled(): if not tf.executing_eagerly(): self.skipTest("LSTM v2 and legacy graph mode don't work together.") return rnn_v2.LSTM else: return rnn_v1.LSTM @tf.__internal__.distribute.combinations.generate( keras_correctness_test_base.test_combinations_for_embedding_model() + keras_correctness_test_base.multi_worker_mirrored_eager()) def test_lstm_model_correctness(self, distribution, use_numpy, use_validation_data): self.run_correctness_test(distribution, use_numpy, use_validation_data) @tf.__internal__.distribute.combinations.generate( keras_correctness_test_base.test_combinations_for_embedding_model() + keras_correctness_test_base.multi_worker_mirrored_eager()) @testing_utils.enable_v2_dtype_behavior def test_lstm_model_correctness_mixed_precision(self, distribution, use_numpy, use_validation_data): if isinstance(distribution, (tf.distribute.experimental.CentralStorageStrategy, tf.compat.v1.distribute.experimental.CentralStorageStrategy)): self.skipTest('CentralStorageStrategy is not supported by ' 'mixed precision.') if isinstance(distribution, (tf.distribute.experimental.TPUStrategy, tf.compat.v1.distribute.experimental.TPUStrategy)): policy_name = 'mixed_bfloat16' else: policy_name = 'mixed_float16' with policy.policy_scope(policy_name): self.run_correctness_test(distribution, use_numpy, use_validation_data)
Ancestors
- keras.distribute.keras_rnn_model_correctness_test._DistributionStrategyRnnModelCorrectnessTest
- TestDistributionStrategyEmbeddingModelCorrectnessBase
- TestDistributionStrategyCorrectnessBase
- tensorflow.python.framework.test_util.TensorFlowTestCase
- absl.testing.parameterized.TestCase
- absl.testing.absltest.TestCase
- absl.third_party.unittest3_backport.case.TestCase
- unittest.case.TestCase
Methods
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceCPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_OneDeviceGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_TPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_TPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_TPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_mixed_precision_test_distribution_TPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_CentralStorageCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_Mirrored2GPUs_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MirroredCPUAndGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1CPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x1GPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_MultiWorkerMirrored2x2GPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceCPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_eager_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_OneDeviceGPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_TPU_mode_graph_usenumpy_False_usevalidationdata_False(self, **kwargs)
-
A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_TPU_mode_graph_usenumpy_False_usevalidationdata_True(self, **kwargs)
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A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_TPU_mode_graph_usenumpy_True_usevalidationdata_False(self, **kwargs)
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A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
def test_lstm_model_correctness_test_distribution_TPU_mode_graph_usenumpy_True_usevalidationdata_True(self, **kwargs)
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A wrapped test method that can treat some arguments in a special way.
Expand source code
def decorated(self, **kwargs): """A wrapped test method that can treat some arguments in a special way.""" original_kwargs = kwargs.copy() # Skip combinations that are going to be executed in a different testing # environment. reasons_to_skip = [] for combination in test_combinations: should_execute, reason = combination.should_execute_combination( original_kwargs.copy()) if not should_execute: reasons_to_skip.append(" - " + reason) if reasons_to_skip: self.skipTest("\n".join(reasons_to_skip)) customized_parameters = [] for combination in test_combinations: customized_parameters.extend(combination.parameter_modifiers()) customized_parameters = set(customized_parameters) # The function for running the test under the total set of # `context_managers`: def execute_test_method(): requested_parameters = tf_inspect.getfullargspec(test_method).args for customized_parameter in customized_parameters: for argument, value in customized_parameter.modified_arguments( original_kwargs.copy(), requested_parameters).items(): if value is ParameterModifier.DO_NOT_PASS_TO_THE_TEST: kwargs.pop(argument, None) else: kwargs[argument] = value omitted_arguments = set(requested_parameters).difference( set(list(kwargs.keys()) + ["self"])) if omitted_arguments: raise ValueError("The test requires parameters whose arguments " "were not passed: {} .".format(omitted_arguments)) missing_arguments = set(list(kwargs.keys()) + ["self"]).difference( set(requested_parameters)) if missing_arguments: raise ValueError("The test does not take parameters that were passed " ": {} .".format(missing_arguments)) kwargs_to_pass = {} for parameter in requested_parameters: if parameter == "self": kwargs_to_pass[parameter] = self else: kwargs_to_pass[parameter] = kwargs[parameter] test_method(**kwargs_to_pass) # Install `context_managers` before running the test: context_managers = [] for combination in test_combinations: for manager in combination.context_managers( original_kwargs.copy()): context_managers.append(manager) if hasattr(contextlib, "nested"): # Python 2 # TODO(isaprykin): Switch to ExitStack when contextlib2 is available. with contextlib.nested(*context_managers): execute_test_method() else: # Python 3 with contextlib.ExitStack() as context_stack: for manager in context_managers: context_stack.enter_context(manager) execute_test_method()
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