Debug Identity V2 Op.
Provides an identity mapping from input to output, while writing the content of the input tensor by calling DebugEventsWriter.
The semantics of the input tensor depends on tensor_debug_mode. In typical usage, the input tensor comes directly from the user computation only when graph_debug_mode is FULL_TENSOR (see protobuf/debug_event.proto for a list of all the possible values of graph_debug_mode). For the other debug modes, the input tensor should be produced by an additional op or subgraph that computes summary information about one or more tensors.
Nested Classes
| class | DebugIdentity.Options | Optional attributes for DebugIdentity
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Constants
| String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
| Output<T> |
asOutput()
Returns the symbolic handle of the tensor.
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| static DebugIdentity.Options |
circularBufferSize(Long circularBufferSize)
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| static <T extends TType> DebugIdentity<T> |
create(Scope scope, Operand<T> input, Options... options)
Factory method to create a class wrapping a new DebugIdentity operation.
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| static DebugIdentity.Options |
debugUrls(List<String> debugUrls)
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| static DebugIdentity.Options |
opName(String opName)
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| Output<T> |
output()
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| static DebugIdentity.Options |
outputSlot(Long outputSlot)
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| static DebugIdentity.Options |
tensorDebugMode(Long tensorDebugMode)
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| static DebugIdentity.Options |
tfdbgContextId(String tfdbgContextId)
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| static DebugIdentity.Options |
tfdbgRunId(String tfdbgRunId)
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Public Methods
public Output<T> asOutput ()
Returns the symbolic handle of the tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.
public static DebugIdentity<T> create (Scope scope, Operand<T> input, Options... options)
Factory method to create a class wrapping a new DebugIdentity operation.
Parameters
| scope | current scope |
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| input | Input tensor, non-Reference type |
| options | carries optional attributes values |
Returns
- a new instance of DebugIdentity
public static DebugIdentity.Options debugUrls (List<String> debugUrls)
Parameters
| debugUrls | List of URLs to debug targets, e.g., file:///foo/tfdbg_dump. |
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public static DebugIdentity.Options opName (String opName)
Parameters
| opName | Optional. Name of the op that the debug op is concerned with. Used only for single-tensor trace. |
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public static DebugIdentity.Options outputSlot (Long outputSlot)
Parameters
| outputSlot | Optional. Output slot index of the tensor that the debug op is concerned with. Used only for single-tensor trace. |
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public static DebugIdentity.Options tensorDebugMode (Long tensorDebugMode)
Parameters
| tensorDebugMode | TensorDebugMode enum value. See debug_event.proto for details. |
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public static DebugIdentity.Options tfdbgContextId (String tfdbgContextId)
Parameters
| tfdbgContextId | A tfdbg-generated ID for the context that the op belongs to, e.g., a concrete compiled tf.function. |
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