Package org.tensorflow.op.summary

Class ScalarSummary

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.summary.ScalarSummary

All Implemented Interfaces:

Op, Operand<java.lang.String>

@Operator(group="summary")
public final class ScalarSummary
extends PrimitiveOp
implements Operand<java.lang.String>

Outputs a `Summary` protocol buffer with scalar values.

The input `tags` and `values` must have the same shape. The generated summary has a summary value for each tag-value pair in `tags` and `values`.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method	Description
Output<java.lang.String>	asOutput()	Returns the symbolic handle of a tensor.
static <T extends java.lang.Number> ScalarSummary	create(Scope scope, Operand<java.lang.String> tags, Operand<T> values)	Factory method to create a class to wrap a new ScalarSummary operation to the graph.
Output<java.lang.String>	summary()	Scalar.

Methods inherited from class java.lang.Object

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

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Method Detail

create

public static <T extends java.lang.Number> ScalarSummary create(Scope scope,
                                                                Operand<java.lang.String> tags,
                                                                Operand<T> values)

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

Parameters:

scope - current graph scope

tags - Tags for the summary.

values - Same shape as `tags. Values for the summary.

Returns:

a new instance of ScalarSummary

summary

public Output<java.lang.String> summary()

Scalar. Serialized `Summary` protocol buffer.

asOutput

public Output<java.lang.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<java.lang.String>

See Also:

OperationBuilder.addInput(Output)