org.tensorflow.op.core

Class TensorSummary

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.TensorSummary

All Implemented Interfaces:

Op, Operand<String>

@Operator
public final class TensorSummary
extends PrimitiveOp
implements Operand<String>

Outputs a `Summary` protocol buffer with a tensor.

This op is being phased out in favor of TensorSummaryV2, which lets callers pass a tag as well as a serialized SummaryMetadata proto string that contains plugin-specific data. We will keep this op to maintain backwards compatibility.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	TensorSummary.Options Optional attributes for TensorSummary

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<String>	asOutput() Returns the symbolic handle of a tensor.
static <T> TensorSummary	create(Scope scope, Operand<T> tensor, TensorSummary.Options... options) Factory method to create a class to wrap a new TensorSummary operation to the graph.
static TensorSummary.Options	description(String description)
static TensorSummary.Options	displayName(String displayName)
static TensorSummary.Options	labels(List<String> labels)
Output<String>	summary()

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> TensorSummary create(Scope scope,
                                       Operand<T> tensor,
                                       TensorSummary.Options... options)

Factory method to create a class to wrap a new TensorSummary operation to the graph.

Parameters:

scope - current graph scope

tensor - A tensor to serialize.

options - carries optional attributes values

Returns:

a new instance of TensorSummary

description

public static TensorSummary.Options description(String description)

Parameters:

description - A json-encoded SummaryDescription proto.

labels

public static TensorSummary.Options labels(List<String> labels)

Parameters:

labels - An unused list of strings.

displayName

public static TensorSummary.Options displayName(String displayName)

Parameters:

displayName - An unused string.

summary

public Output<String> summary()

asOutput

public Output<String> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a 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.

Specified by:

asOutput in interface Operand<String>

See Also:

OperationBuilder.addInput(Output)