Python tpu_cluster_resolver.TPUClusterResolver类代码示例

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

在下文中一共展示了TPUClusterResolver类的17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: testMultipleSuccessfulRetrieval

  def testMultipleSuccessfulRetrieval(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'ipAddress': '10.1.2.3',
            'port': '8470'
        },
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-2': {
            'ipAddress': '10.4.5.6',
            'port': '8470'
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project='test-project',
        zone='us-central1-c',
        tpu_names=['test-tpu-2', 'test-tpu-1'],
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))

    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job { name: 'tpu_worker' tasks { key: 0 value: '10.4.5.6:8470' }
                             tasks { key: 1 value: '10.1.2.3:8470' } }
    """
    self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)

开发者ID:andrewharp，项目名称:tensorflow，代码行数:25，代码来源:tpu_cluster_resolver_test.py

示例2: testSimpleSuccessfulRetrieval

  def testSimpleSuccessfulRetrieval(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'ipAddress': '10.1.2.3',
            'port': '8470',
            'health': 'HEALTHY'
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project='test-project',
        zone='us-central1-c',
        tpu=['test-tpu-1'],
        coordinator_name='coordinator',
        coordinator_address='10.128.1.5:10203',
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))

    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job { name: 'coordinator' tasks { key: 0 value: '10.128.1.5:10203' } }
    job { name: 'worker' tasks { key: 0 value: '10.1.2.3:8470' } }
    """
    self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)
    self.assertEqual(tpu_cluster_resolver.master(), 'grpc://10.1.2.3:8470')

开发者ID:Ajaycs99，项目名称:tensorflow，代码行数:25，代码来源:tpu_cluster_resolver_test.py

示例3: testRetrieveProjectAndZoneFromMetadata

  def testRetrieveProjectAndZoneFromMetadata(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'ipAddress': '10.1.2.3',
            'port': '8470',
            'health': 'HEALTHY'
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project=None,
        zone=None,
        tpu=['test-tpu-1'],
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map),
        coordinator_name='coordinator')

    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job {
      name: 'coordinator'
      tasks { key: 0 value: '10.128.1.2:%s' }
    }
    job {
      name: 'worker'
      tasks { key: 0 value: '10.1.2.3:8470' }
    }
    """ % tpu_cluster_resolver._coordinator_port
    self._verifyClusterSpecEquality(actual_cluster_spec, str(expected_proto))

开发者ID:Jackiefan，项目名称:tensorflow，代码行数:29，代码来源:tpu_cluster_resolver_test.py

示例4: testNewNetworkEndpointFormat

  def testNewNetworkEndpointFormat(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'health': 'HEALTHY',
            'networkEndpoints': [{
                'ipAddress': '10.2.3.4',
                'port': 8470,
            }]
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project='test-project',
        zone='us-central1-c',
        tpu='test-tpu-1',
        coordinator_name='coordinator',
        coordinator_address='10.128.1.5:10203',
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))

    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job { name: 'coordinator' tasks { key: 0 value: '10.128.1.5:10203' } }
    job { name: 'worker' tasks { key: 0 value: '10.2.3.4:8470' } }
    """
    self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)
    self.assertEqual('grpc://10.2.3.4:8470', tpu_cluster_resolver.master())

开发者ID:Jackiefan，项目名称:tensorflow，代码行数:27，代码来源:tpu_cluster_resolver_test.py

示例5: testGkeEnvironmentForPod

  def testGkeEnvironmentForPod(self):
    os.environ['KUBE_GOOGLE_CLOUD_TPU_ENDPOINTS'] = ('grpc://10.120.27.5:8470,'
                                                     'grpc://10.120.27.6:8470,'
                                                     'grpc://10.120.27.7:8470,'
                                                     'grpc://10.120.27.8:8470')

    self.assertIn('KUBE_GOOGLE_CLOUD_TPU_ENDPOINTS', os.environ)
    self.assertTrue(TPUClusterResolver._inGke())
    self.assertEqual(
        compat.as_bytes('grpc://10.120.27.5:8470,'
                        'grpc://10.120.27.6:8470,'
                        'grpc://10.120.27.7:8470,'
                        'grpc://10.120.27.8:8470'),
        compat.as_bytes(TPUClusterResolver._gkeEndpoints()))

    tpu_cluster_resolver = TPUClusterResolver()
    self.assertEqual(
        compat.as_bytes('grpc://10.120.27.5:8470'),
        compat.as_bytes(tpu_cluster_resolver.master()))
    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job {
      name: 'worker'
      tasks { key: 0 value: '10.120.27.5:8470' }
      tasks { key: 1 value: '10.120.27.6:8470' }
      tasks { key: 2 value: '10.120.27.7:8470' }
      tasks { key: 3 value: '10.120.27.8:8470' }
    }
    """
    self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)

    del os.environ['KUBE_GOOGLE_CLOUD_TPU_ENDPOINTS']

开发者ID:abhinav-upadhyay，项目名称:tensorflow，代码行数:32，代码来源:tpu_cluster_resolver_test.py

示例6: testGkeEnvironment

 def testGkeEnvironment(self):
   os.environ['KUBE_GOOGLE_CLOUD_TPU_ENDPOINTS'] = 'grpc://10.120.27.5:8470'
   self.assertTrue('KUBE_GOOGLE_CLOUD_TPU_ENDPOINTS' in os.environ)
   self.assertTrue(TPUClusterResolver._inGke())
   self.assertEqual(
       compat.as_bytes('grpc://10.120.27.5:8470'),
       compat.as_bytes(TPUClusterResolver._gkeMaster()))
   del os.environ['KUBE_GOOGLE_CLOUD_TPU_ENDPOINTS']

开发者ID:Jackiefan，项目名称:tensorflow，代码行数:8，代码来源:tpu_cluster_resolver_test.py

示例7: verifyShouldResolve

 def verifyShouldResolve(self, tpu, should_resolve):
   tpu_cluster_resolver = TPUClusterResolver(
       project='test-project',
       zone='us-central1-c',
       tpu=tpu,
       coordinator_name=None,
       credentials=None,
       service=self.mock_service_client(tpu_map={}))
   self.assertEqual(should_resolve, tpu_cluster_resolver._shouldResolve(),
                    "TPU: '%s'" % tpu)

开发者ID:Jackiefan，项目名称:tensorflow，代码行数:10，代码来源:tpu_cluster_resolver_test.py

示例8: testGetMasterNoEntries

  def testGetMasterNoEntries(self):
    tpu_map = {}

    tpu_cluster_resolver = TPUClusterResolver(
        project='test-project',
        zone='us-central1-c',
        tpu_names=[],
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))
    with self.assertRaises(ValueError):
      tpu_cluster_resolver.get_master()

开发者ID:andrewharp，项目名称:tensorflow，代码行数:11，代码来源:tpu_cluster_resolver_test.py

示例9: testPodResolution

  def testPodResolution(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'health':
                'HEALTHY',
            'networkEndpoints': [
                {
                    'ipAddress': '10.2.3.4',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.5',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.6',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.7',
                    'port': 8470,
                },
            ]
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        tpu='test-tpu-1',
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map),
        coordinator_name='coordinator')

    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job {
      name: 'coordinator',
      tasks { key: 0 value: '10.128.1.2:%s'}
    }
    job {
      name: 'worker'
      tasks { key: 0 value: '10.2.3.4:8470' }
      tasks { key: 1 value: '10.2.3.5:8470' }
      tasks { key: 2 value: '10.2.3.6:8470' }
      tasks { key: 3 value: '10.2.3.7:8470' }
    }
    """ % tpu_cluster_resolver._coordinator_port
    self._verifyClusterSpecEquality(actual_cluster_spec, str(expected_proto))
    self.assertEqual(tpu_cluster_resolver.master(), 'grpc://10.2.3.4:8470')

开发者ID:Ajaycs99，项目名称:tensorflow，代码行数:48，代码来源:tpu_cluster_resolver_test.py

示例10: testPodResolutionNoCoordinator

  def testPodResolutionNoCoordinator(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'health':
                'HEALTHY',
            'networkEndpoints': [
                {
                    'ipAddress': '10.2.3.4',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.5',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.6',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.7',
                    'port': 8470,
                },
            ]
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project='test-project',
        zone='us-central1-c',
        tpu='test-tpu-1',
        coordinator_name=None,
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))

    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job {
      name: 'worker'
      tasks { key: 0 value: '10.2.3.4:8470' }
      tasks { key: 1 value: '10.2.3.5:8470' }
      tasks { key: 2 value: '10.2.3.6:8470' }
      tasks { key: 3 value: '10.2.3.7:8470' }
    }
    """
    self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)

开发者ID:Jackiefan，项目名称:tensorflow，代码行数:45，代码来源:tpu_cluster_resolver_test.py

示例11: testGetMasterMultipleEntries

  def testGetMasterMultipleEntries(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'ipAddress': '10.1.2.3',
            'port': '8470'
        },
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-2': {
            'ipAddress': '10.4.5.6',
            'port': '8470'
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project='test-project',
        zone='us-central1-c',
        tpu_names=['test-tpu-2', 'test-tpu-1'],
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))
    self.assertEqual('grpc://10.4.5.6:8470', tpu_cluster_resolver.get_master())

开发者ID:andrewharp，项目名称:tensorflow，代码行数:19，代码来源:tpu_cluster_resolver_test.py

示例12: testNotReadyCloudTpu

  def testNotReadyCloudTpu(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'ipAddress': '10.1.2.3',
            'port': '8470',
            'state': 'CREATING'
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project=None,
        zone=None,
        tpu='test-tpu-1',
        coordinator_name=None,
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))

    with self.assertRaises(RuntimeError):
      tpu_cluster_resolver.cluster_spec()

开发者ID:xman，项目名称:tensorflow，代码行数:19，代码来源:tpu_cluster_resolver_test.py

示例13: testRetrieveProjectAndZoneFromMetadata

  def testRetrieveProjectAndZoneFromMetadata(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'ipAddress': '10.1.2.3',
            'port': '8470'
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project=None,
        zone=None,
        tpu_names=['test-tpu-1'],
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))

    actual_cluster_spec = tpu_cluster_resolver.cluster_spec()
    expected_proto = """
    job { name: 'tpu_worker' tasks { key: 0 value: '10.1.2.3:8470' } }
    """
    self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)

开发者ID:andrewharp，项目名称:tensorflow，代码行数:20，代码来源:tpu_cluster_resolver_test.py

示例14: testOverrideTaskTypeAndIndexAndGetMaster

  def testOverrideTaskTypeAndIndexAndGetMaster(self):
    tpu_map = {
        'projects/test-project/locations/us-central1-c/nodes/test-tpu-1': {
            'health':
                'HEALTHY',
            'networkEndpoints': [
                {
                    'ipAddress': '10.2.3.4',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.5',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.6',
                    'port': 8470,
                },
                {
                    'ipAddress': '10.2.3.7',
                    'port': 8470,
                },
            ]
        }
    }

    tpu_cluster_resolver = TPUClusterResolver(
        project='test-project',
        zone='us-central1-c',
        tpu='test-tpu-1',
        coordinator_name=None,
        credentials=None,
        service=self.mock_service_client(tpu_map=tpu_map))

    self.assertEqual(tpu_cluster_resolver.master(), 'grpc://10.2.3.4:8470')

    tpu_cluster_resolver.task_type = 'worker'
    tpu_cluster_resolver.task_index = 3
    self.assertEqual(tpu_cluster_resolver.master(), 'grpc://10.2.3.7:8470')

    self.assertEqual(
        tpu_cluster_resolver.master(
            task_type='worker', task_index=2, rpc_layer='test'),
        'test://10.2.3.6:8470')

开发者ID:Ajaycs99，项目名称:tensorflow，代码行数:44，代码来源:tpu_cluster_resolver_test.py

示例15: testNoCallComputeMetadata

 def testNoCallComputeMetadata(self):
   tpu_cluster_resolver = TPUClusterResolver(tpu='/bns/foo/bar')
   self.assertEqual(
       compat.as_bytes('/bns/foo/bar'), tpu_cluster_resolver.master())
   self.assertEqual(None, tpu_cluster_resolver.cluster_spec())

开发者ID:Jackiefan，项目名称:tensorflow，代码行数:5，代码来源:tpu_cluster_resolver_test.py

示例16: testDiscoveryUrl

 def testDiscoveryUrl(self):
   os.environ['TPU_API_DISCOVERY_URL'] = 'https://{api}.internal/{apiVersion}'
   self.assertEqual('https://{api}.internal/{apiVersion}',
                    TPUClusterResolver._discoveryUrl())

开发者ID:xman，项目名称:tensorflow，代码行数:4，代码来源:tpu_cluster_resolver_test.py

示例17: testEnvironmentAndRpcDetectionForGrpcString

 def testEnvironmentAndRpcDetectionForGrpcString(self):
   tpu_cluster_resolver = TPUClusterResolver(tpu='grpc://10.1.2.3:8470')
   self.assertEqual(tpu_cluster_resolver.environment, '')
   self.assertEqual(tpu_cluster_resolver.rpc_layer, 'grpc')
   self.assertEqual(tpu_cluster_resolver.master(), 'grpc://10.1.2.3:8470')

开发者ID:Ajaycs99，项目名称:tensorflow，代码行数:5，代码来源:tpu_cluster_resolver_test.py

注：本文中的tensorflow.contrib.cluster_resolver.python.training.tpu_cluster_resolver.TPUClusterResolver类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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Python tpu_cluster_resolver.TPUClusterResolver类代码示例

示例1: testMultipleSuccessfulRetrieval

示例2: testSimpleSuccessfulRetrieval

示例3: testRetrieveProjectAndZoneFromMetadata

示例4: testNewNetworkEndpointFormat

示例5: testGkeEnvironmentForPod

示例6: testGkeEnvironment

示例7: verifyShouldResolve

示例8: testGetMasterNoEntries

示例9: testPodResolution

示例10: testPodResolutionNoCoordinator

示例11: testGetMasterMultipleEntries

示例12: testNotReadyCloudTpu

示例13: testRetrieveProjectAndZoneFromMetadata

示例14: testOverrideTaskTypeAndIndexAndGetMaster

示例15: testNoCallComputeMetadata

示例16: testDiscoveryUrl

示例17: testEnvironmentAndRpcDetectionForGrpcString

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