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Python combinations.combine函数代码示例

原作者: [db:作者] 来自: [db:来源] 收藏 邀请

本文整理汇总了Python中tensorflow.contrib.distribute.python.combinations.combine函数的典型用法代码示例。如果您正苦于以下问题:Python combine函数的具体用法?Python combine怎么用?Python combine使用的例子?那么恭喜您, 这里精选的函数代码示例或许可以为您提供帮助。



在下文中一共展示了combine函数的20个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于我们的系统推荐出更棒的Python代码示例。

示例1: test_times_variable_arguments

 def test_times_variable_arguments(self):
   c1 = combinations.combine(mode=["graph", "eager"])
   c2 = combinations.combine(optimizer=["adam", "gd"])
   c3 = combinations.combine(distribution=["d1", "d2"])
   c4 = combinations.times(c3, c1, c2)
   self.assertEqual([
       OrderedDict([("distribution", "d1"), ("mode", "graph"),
                    ("optimizer", "adam")]),
       OrderedDict([("distribution", "d1"), ("mode", "graph"),
                    ("optimizer", "gd")]),
       OrderedDict([("distribution", "d1"), ("mode", "eager"),
                    ("optimizer", "adam")]),
       OrderedDict([("distribution", "d1"), ("mode", "eager"),
                    ("optimizer", "gd")]),
       OrderedDict([("distribution", "d2"), ("mode", "graph"),
                    ("optimizer", "adam")]),
       OrderedDict([("distribution", "d2"), ("mode", "graph"),
                    ("optimizer", "gd")]),
       OrderedDict([("distribution", "d2"), ("mode", "eager"),
                    ("optimizer", "adam")]),
       OrderedDict([("distribution", "d2"), ("mode", "eager"),
                    ("optimizer", "gd")])
   ], c4)
   self.assertEqual(
       combinations.combine(
           mode=["graph", "eager"],
           optimizer=["adam", "gd"],
           distribution=["d1", "d2"]), c4)
开发者ID:Ajaycs99,项目名称:tensorflow,代码行数:28,代码来源:combinations_test.py


示例2: test_add

 def test_add(self):
   self.assertEqual(
       [{
           "a": 1
       }, {
           "a": 2
       }, {
           "b": 2
       }, {
           "b": 3
       }],
       combinations.combine(a=[1, 2]) +
       combinations.combine(b=[2, 3]))
开发者ID:Ajaycs99,项目名称:tensorflow,代码行数:13,代码来源:combinations_test.py


示例3: strategy_and_input_combinations

def strategy_and_input_combinations():
  return (
      combinations.times(
          combinations.combine(distribution=strategies_minus_tpu),
          combinations.combine(mode=['graph'],
                               use_numpy=[True, False],
                               use_validation_data=[True, False])
          + combinations.combine(mode=['eager'],
                                 use_numpy=[False],
                                 use_validation_data=[False])) +
      combinations.times(
          combinations.combine(distribution=tpu_strategies),
          combinations.combine(mode=['graph'],
                               use_numpy=[True, False],
                               use_validation_data=[True, False])))
开发者ID:ziky90,项目名称:tensorflow,代码行数:15,代码来源:keras_backward_compat_test.py


示例4: test_arguments_sorted

 def test_arguments_sorted(self):
   self.assertEqual([
       OrderedDict([("aa", 1), ("ab", 2)]),
       OrderedDict([("aa", 1), ("ab", 3)]),
       OrderedDict([("aa", 2), ("ab", 2)]),
       OrderedDict([("aa", 2), ("ab", 3)])
   ], combinations.combine(ab=[2, 3], aa=[1, 2]))
开发者ID:AndreasGocht,项目名称:tensorflow,代码行数:7,代码来源:combinations_test.py


示例5: all_combinations

def all_combinations():
  return combinations.combine(
      distribution=[combinations.default_strategy,
                    combinations.one_device_strategy,
                    combinations.mirrored_strategy_with_gpu_and_cpu,
                    combinations.mirrored_strategy_with_two_gpus],
      mode=["graph"])
开发者ID:becster,项目名称:tensorflow,代码行数:7,代码来源:metrics_v1_test.py


示例6: test_combinations_for_embedding_model

def test_combinations_for_embedding_model():
  return (
      combinations.times(
          combinations.combine(distribution=
                               strategies_for_embedding_models()),
          (graph_mode_test_configuration() +
           eager_mode_test_configuration())))
开发者ID:Wajih-O,项目名称:tensorflow,代码行数:7,代码来源:keras_correctness_test_base.py


示例7: strategy_and_optimizer_combinations

def strategy_and_optimizer_combinations():
  return combinations.combine(
      distribution=strategies,
      optimizer=[combinations.adagrad_optimizer_v1_fn,
                 combinations.adam_optimizer_v1_fn,
                 combinations.gradient_descent_optimizer_v1_fn,
                 combinations.rmsprop_optimizer_v1_fn],
      mode=['graph'])
开发者ID:zhaoyongke,项目名称:tensorflow,代码行数:8,代码来源:keras_test.py


示例8: test_combinations_for_stateful_embedding_model

def test_combinations_for_stateful_embedding_model():
  return (
      combinations.combine(
          distribution=strategies_for_stateful_embedding_model(),
          mode='graph',
          use_numpy=False,
          use_validation_data=False
      ))
开发者ID:AndreasGocht,项目名称:tensorflow,代码行数:8,代码来源:keras_stateful_lstm_model_correctness_test.py


示例9: strategy_and_optimizer_combinations

def strategy_and_optimizer_combinations():
  return combinations.times(
      all_strategy_combinations(),
      combinations.combine(
          optimizer=[combinations.adagrad_optimizer_v1_fn,
                     combinations.adam_optimizer_v1_fn,
                     combinations.gradient_descent_optimizer_v1_fn,
                     combinations.rmsprop_optimizer_v1_fn]))
开发者ID:Wajih-O,项目名称:tensorflow,代码行数:8,代码来源:keras_backward_compat_test.py


示例10: test_combinations_with_tpu_strategies

def test_combinations_with_tpu_strategies():
  tpu_strategies = [combinations.tpu_strategy,
                    combinations.tpu_strategy_one_step]

  return (
      combinations.times(
          combinations.combine(distribution=tpu_strategies),
          graph_mode_test_configuration()))
开发者ID:AndreasGocht,项目名称:tensorflow,代码行数:8,代码来源:keras_correctness_test_base.py


示例11: test_combine_single_parameter

 def test_combine_single_parameter(self):
   self.assertEqual([{
       "a": 1,
       "b": 2
   }, {
       "a": 2,
       "b": 2
   }], combinations.combine(a=[1, 2], b=2))
开发者ID:Ajaycs99,项目名称:tensorflow,代码行数:8,代码来源:combinations_test.py


示例12: strategy_and_input_combinations

def strategy_and_input_combinations():
  def cnn_model_with_batch_norm(**kwargs):
    return _create_cnn_model(with_batch_norm=True, **kwargs)

  return (
      combinations.times(
          combinations.combine(distribution=all_strategies),
          combinations.combine(mode=['graph', 'eager'],
                               use_numpy=[True, False],
                               use_validation_data=[True, False]),
          combinations.combine(model_with_data=[
              ModelWithData('dnn', _create_dnn_model, _dnn_training_data),
              ModelWithData('cnn', _create_cnn_model, _cnn_training_data),
              ModelWithData('cnn_batch_norm',
                            cnn_model_with_batch_norm,
                            _cnn_training_data,
                            with_batch_norm=True),
          ])))
开发者ID:pyjennings,项目名称:tensorflow,代码行数:18,代码来源:keras_correctness_test.py


示例13: strategy_minus_tpu_combinations

def strategy_minus_tpu_combinations():
  return combinations.combine(
      distribution=[combinations.default_strategy,
                    combinations.one_device_strategy,
                    combinations.mirrored_strategy_with_gpu_and_cpu,
                    combinations.mirrored_strategy_with_two_gpus,
                    combinations.core_mirrored_strategy_with_gpu_and_cpu,
                    combinations.core_mirrored_strategy_with_two_gpus],
      mode=['graph'])
开发者ID:zhaoyongke,项目名称:tensorflow,代码行数:9,代码来源:keras_test.py


示例14: test_times

 def test_times(self):
   c1 = combinations.combine(mode=["graph"], loss=["callable", "tensor"])
   c2 = combinations.combine(mode=["eager"], loss=["callable"])
   c3 = combinations.combine(distribution=["d1", "d2"])
   c4 = combinations.times(c3, c1 + c2)
   self.assertEqual([
       OrderedDict([("distribution", "d1"), ("loss", "callable"),
                    ("mode", "graph")]),
       OrderedDict([("distribution", "d1"), ("loss", "tensor"),
                    ("mode", "graph")]),
       OrderedDict([("distribution", "d1"), ("loss", "callable"),
                    ("mode", "eager")]),
       OrderedDict([("distribution", "d2"), ("loss", "callable"),
                    ("mode", "graph")]),
       OrderedDict([("distribution", "d2"), ("loss", "tensor"),
                    ("mode", "graph")]),
       OrderedDict([("distribution", "d2"), ("loss", "callable"),
                    ("mode", "eager")])
   ], c4)
开发者ID:Ajaycs99,项目名称:tensorflow,代码行数:19,代码来源:combinations_test.py


示例15: all_strategy_combinations_minus_default

def all_strategy_combinations_minus_default():
  strategy_minus_default_combinations = combinations.combine(
      distribution=[
          combinations.one_device_strategy,
          combinations.mirrored_strategy_with_gpu_and_cpu,
          combinations.mirrored_strategy_with_two_gpus,
          combinations.core_mirrored_strategy_with_gpu_and_cpu,
          combinations.core_mirrored_strategy_with_two_gpus],
      mode=['graph', 'eager'])
  return strategy_minus_default_combinations + tpu_strategy_combinations()
开发者ID:Wajih-O,项目名称:tensorflow,代码行数:10,代码来源:keras_test.py


示例16: test_combine

 def test_combine(self):
   self.assertEqual([{
       "a": 1,
       "b": 2
   }, {
       "a": 1,
       "b": 3
   }, {
       "a": 2,
       "b": 2
   }, {
       "a": 2,
       "b": 3
   }], combinations.combine(a=[1, 2], b=[2, 3]))
开发者ID:Ajaycs99,项目名称:tensorflow,代码行数:14,代码来源:combinations_test.py


示例17: strategy_minus_tpu_combinations

def strategy_minus_tpu_combinations():
  return combinations.combine(
      distribution=strategies_minus_tpu,
      mode=['graph', 'eager'])
开发者ID:ziky90,项目名称:tensorflow,代码行数:4,代码来源:keras_backward_compat_test.py


示例18: all_strategy_and_input_config_combinations

def all_strategy_and_input_config_combinations():
  return (
      combinations.times(
          combinations.combine(distribution=all_strategies),
          eager_mode_test_configuration() + graph_mode_test_configuration()))
开发者ID:Wajih-O,项目名称:tensorflow,代码行数:5,代码来源:keras_correctness_test_base.py


示例19: graph_mode_test_configuration

def graph_mode_test_configuration():
  return combinations.combine(mode='graph',
                              use_numpy=[True, False],
                              use_validation_data=[True, False])
开发者ID:Wajih-O,项目名称:tensorflow,代码行数:4,代码来源:keras_correctness_test_base.py


示例20: eager_mode_test_configuration

def eager_mode_test_configuration():
  return combinations.combine(mode='eager',
                              use_numpy=False,
                              use_validation_data=False)
开发者ID:Wajih-O,项目名称:tensorflow,代码行数:4,代码来源:keras_correctness_test_base.py



注:本文中的tensorflow.contrib.distribute.python.combinations.combine函数示例由纯净天空整理自Github/MSDocs等源码及文档管理平台,相关代码片段筛选自各路编程大神贡献的开源项目,源码版权归原作者所有,传播和使用请参考对应项目的License;未经允许,请勿转载。


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