org.tensorflow.op.core

Class BoostedTreesQuantileStreamResourceFlush

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.BoostedTreesQuantileStreamResourceFlush

All Implemented Interfaces:

Op

public final class BoostedTreesQuantileStreamResourceFlush
extends PrimitiveOp

Flush the summaries for a quantile stream resource.

An op that flushes the summaries for a quantile stream resource.

Nested Class Summary

Nested Classes

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static BoostedTreesQuantileStreamResourceFlush	create(Scope scope, Operand<?> quantileStreamResourceHandle, Operand<Long> numBuckets, BoostedTreesQuantileStreamResourceFlush.Options... options) Factory method to create a class to wrap a new BoostedTreesQuantileStreamResourceFlush operation to the graph.
static BoostedTreesQuantileStreamResourceFlush.Options	generateQuantiles(Boolean generateQuantiles)

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 BoostedTreesQuantileStreamResourceFlush create(Scope scope,
                                                             Operand<?> quantileStreamResourceHandle,
                                                             Operand<Long> numBuckets,
                                                             BoostedTreesQuantileStreamResourceFlush.Options... options)

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

Parameters:

scope - current graph scope

quantileStreamResourceHandle - resource handle referring to a QuantileStreamResource.

numBuckets - int; approximate number of buckets unless using generate_quantiles.

options - carries optional attributes values

Returns:

a new instance of BoostedTreesQuantileStreamResourceFlush

generateQuantiles

public static BoostedTreesQuantileStreamResourceFlush.Options generateQuantiles(Boolean generateQuantiles)

Parameters:

generateQuantiles - bool; If True, the output will be the num_quantiles for each stream where the ith entry is the ith quantile of the input with an approximation error of epsilon. Duplicate values may be present. If False, the output will be the points in the histogram that we got which roughly translates to 1/epsilon boundaries and without any duplicates. Default to False.