Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
EagerSession.Options
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Inherited Methods
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Public Methods
Controls how operations dispatched are actually executed.
When set to true, each operation are executed asynchronously (in which case some
operations might return "non-ready" outputs). When set to false, all operations are executed
synchronously.
Synchronous execution is used by default.
Parameters
| value |
true for asynchronous execution, false for synchronous.
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Builds an eager session with the selected options.
Configures the session based on the data found in the provided buffer, which is serialized
TensorFlow config proto.
Warning: the support of this feature is subject to changes since TensorFlow protos might
not be supported on public endpoints in the future.
See also: config.proto
Parameters
| value |
a serialized config proto
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Last updated 2022-02-12 UTC.
[null,null,["Last updated 2022-02-12 UTC."],[],[],null,["# EagerSession.Options\n\npublic static class **EagerSession.Options** \n\n### Public Methods\n\n|----------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options) | [async](/api_docs/java/org/tensorflow/EagerSession.Options#async(boolean))(boolean value) Controls how operations dispatched are actually executed. |\n| [EagerSession](/api_docs/java/org/tensorflow/EagerSession) | [build](/api_docs/java/org/tensorflow/EagerSession.Options#build())() Builds an eager session with the selected options. |\n| [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options) | [config](/api_docs/java/org/tensorflow/EagerSession.Options#config(byte[]))(byte\\[\\] value) Configures the session based on the data found in the provided buffer, which is serialized TensorFlow config proto. |\n| [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options) | [devicePlacementPolicy](/api_docs/java/org/tensorflow/EagerSession.Options#devicePlacementPolicy(org.tensorflow.EagerSession.DevicePlacementPolicy))([EagerSession.DevicePlacementPolicy](/api_docs/java/org/tensorflow/EagerSession.DevicePlacementPolicy) value) Controls how to act when we try to run an operation on a given device but some input tensors are not on that device. |\n| [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options) | [resourceCleanupStrategy](/api_docs/java/org/tensorflow/EagerSession.Options#resourceCleanupStrategy(org.tensorflow.EagerSession.ResourceCleanupStrategy))([EagerSession.ResourceCleanupStrategy](/api_docs/java/org/tensorflow/EagerSession.ResourceCleanupStrategy) value) Controls how TensorFlow resources are cleaned up when no longer needed. |\n\n### Inherited Methods\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nPublic Methods\n--------------\n\n#### public [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options)\n**async**\n(boolean value)\n\nControls how operations dispatched are actually executed.\n\nWhen set to true, each operation are executed asynchronously (in which case some\noperations might return \"non-ready\" outputs). When set to false, all operations are executed\nsynchronously.\n\nSynchronous execution is used by default.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| value | true for asynchronous execution, false for synchronous. |\n|-------|---------------------------------------------------------|\n\n#### public [EagerSession](/api_docs/java/org/tensorflow/EagerSession)\n**build**\n()\n\nBuilds an eager session with the selected options. \n\n#### public [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options)\n**config**\n(byte\\[\\] value)\n\nConfigures the session based on the data found in the provided buffer, which is serialized\nTensorFlow config proto.\n\nWarning: the support of this feature is subject to changes since TensorFlow protos might\nnot be supported on public endpoints in the future.\n\nSee also: [config.proto](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/protobuf/config.proto)\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| value | a serialized config proto |\n|-------|---------------------------|\n\n#### public [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options)\n**devicePlacementPolicy**\n([EagerSession.DevicePlacementPolicy](/api_docs/java/org/tensorflow/EagerSession.DevicePlacementPolicy) value)\n\nControls how to act when we try to run an operation on a given device but some input tensors\nare not on that device.\n\n[EagerSession.DevicePlacementPolicy.SILENT](/api_docs/java/org/tensorflow/EagerSession.DevicePlacementPolicy#SILENT) is used by default.\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| value | policy to apply |\n|-------|-----------------|\n\n##### See Also\n\n- [EagerSession.DevicePlacementPolicy](/api_docs/java/org/tensorflow/EagerSession.DevicePlacementPolicy) \n\n#### public [EagerSession.Options](/api_docs/java/org/tensorflow/EagerSession.Options)\n**resourceCleanupStrategy**\n([EagerSession.ResourceCleanupStrategy](/api_docs/java/org/tensorflow/EagerSession.ResourceCleanupStrategy) value)\n\nControls how TensorFlow resources are cleaned up when no longer needed.\n\n[EagerSession.ResourceCleanupStrategy.IN_BACKGROUND](/api_docs/java/org/tensorflow/EagerSession.ResourceCleanupStrategy#IN_BACKGROUND) is used by default.\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| value | strategy to use |\n|-------|-----------------|\n\n##### See Also\n\n- [EagerSession.ResourceCleanupStrategy](/api_docs/java/org/tensorflow/EagerSession.ResourceCleanupStrategy)"]]
