org.deeplearning4j.ui.stats.impl

Class DefaultStatsUpdateConfiguration

java.lang.Object

org.deeplearning4j.ui.stats.impl.DefaultStatsUpdateConfiguration

All Implemented Interfaces:

java.io.Serializable, StatsUpdateConfiguration

public class DefaultStatsUpdateConfiguration
extends java.lang.Object
implements StatsUpdateConfiguration

Created by Alex on 07/10/2016.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	DefaultStatsUpdateConfiguration.Builder

Method Summary

Modifier and Type	Method and Description
boolean	collectGarbageCollectionStats() Should garbage collection stats be collected and reported?
boolean	collectHistograms(StatsType type) Should histograms (per parameter type, or per layer for activations) of the given type be collected?
boolean	collectLearningRates() Should per-parameter type learning rates be collected and reported?
boolean	collectMean(StatsType type) Should the mean values (per parameter type, or per layer for activations) be collected?
boolean	collectMeanMagnitudes(StatsType type) Should the mean magnitude values (per parameter type, or per layer for activations) be collected?
boolean	collectMemoryStats() Should JVM, off-heap and memory stats be collected/reported?
boolean	collectPerformanceStats() Should performance stats be collected/reported? Total time, total examples, total batches, Minibatches/second, examples/second
boolean	collectStdev(StatsType type) Should the standard devication values (per parameter type, or per layer for activations) be collected?
int	numHistogramBins(StatsType type) Get the number of histogram bins to use for the given type (for use with StatsUpdateConfiguration.collectHistograms(StatsType)
int	reportingFrequency() Get the reporting frequency, in terms of listener calls

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

reportingFrequency

public int reportingFrequency()

Description copied from interface: StatsUpdateConfiguration

Get the reporting frequency, in terms of listener calls

Specified by:

reportingFrequency in interface StatsUpdateConfiguration

collectPerformanceStats

public boolean collectPerformanceStats()

Description copied from interface: StatsUpdateConfiguration

Should performance stats be collected/reported? Total time, total examples, total batches, Minibatches/second, examples/second

Specified by:

collectPerformanceStats in interface StatsUpdateConfiguration

collectMemoryStats

public boolean collectMemoryStats()

Description copied from interface: StatsUpdateConfiguration

Should JVM, off-heap and memory stats be collected/reported?

Specified by:

collectMemoryStats in interface StatsUpdateConfiguration

collectGarbageCollectionStats

public boolean collectGarbageCollectionStats()

Description copied from interface: StatsUpdateConfiguration

Should garbage collection stats be collected and reported?

Specified by:

collectGarbageCollectionStats in interface StatsUpdateConfiguration

collectLearningRates

public boolean collectLearningRates()

Description copied from interface: StatsUpdateConfiguration

Should per-parameter type learning rates be collected and reported?

Specified by:

collectLearningRates in interface StatsUpdateConfiguration

collectHistograms

public boolean collectHistograms(StatsType type)

Description copied from interface: StatsUpdateConfiguration

Should histograms (per parameter type, or per layer for activations) of the given type be collected?

Specified by:

collectHistograms in interface StatsUpdateConfiguration

Parameters:

type - Stats type: Parameters, Updates, Activations

numHistogramBins

public int numHistogramBins(StatsType type)

Description copied from interface: StatsUpdateConfiguration

Get the number of histogram bins to use for the given type (for use with StatsUpdateConfiguration.collectHistograms(StatsType)

Specified by:

numHistogramBins in interface StatsUpdateConfiguration

Parameters:

type - Stats type: Parameters, Updates, Activatinos

collectMean

public boolean collectMean(StatsType type)

Description copied from interface: StatsUpdateConfiguration

Should the mean values (per parameter type, or per layer for activations) be collected?

Specified by:

collectMean in interface StatsUpdateConfiguration

Parameters:

type - Stats type: Parameters, Updates, Activations

collectStdev

public boolean collectStdev(StatsType type)

Description copied from interface: StatsUpdateConfiguration

Should the standard devication values (per parameter type, or per layer for activations) be collected?

Specified by:

collectStdev in interface StatsUpdateConfiguration

Parameters:

type - Stats type: Parameters, Updates, Activations

collectMeanMagnitudes

public boolean collectMeanMagnitudes(StatsType type)

Description copied from interface: StatsUpdateConfiguration

Should the mean magnitude values (per parameter type, or per layer for activations) be collected?

Specified by:

collectMeanMagnitudes in interface StatsUpdateConfiguration

Parameters:

type - Stats type: Parameters, Updates, Activations