| Package | Description |
|---|---|
| org.deeplearning4j.ui.stats.api | |
| org.deeplearning4j.ui.stats.impl | |
| org.deeplearning4j.ui.stats.impl.java |
| Modifier and Type | Method and Description |
|---|---|
static StatsType |
StatsType.valueOf(String name)
Returns the enum constant of this type with the specified name.
|
static StatsType[] |
StatsType.values()
Returns an array containing the constants of this enum type, in
the order they are declared.
|
| Modifier and Type | Method and Description |
|---|---|
boolean |
StatsUpdateConfiguration.collectHistograms(StatsType type)
Should histograms (per parameter type, or per layer for activations) of the given type be collected?
|
boolean |
StatsUpdateConfiguration.collectMean(StatsType type)
Should the mean values (per parameter type, or per layer for activations) be collected?
|
boolean |
StatsUpdateConfiguration.collectMeanMagnitudes(StatsType type)
Should the mean magnitude values (per parameter type, or per layer for activations) be collected?
|
boolean |
StatsUpdateConfiguration.collectStdev(StatsType type)
Should the standard devication values (per parameter type, or per layer for activations) be collected?
|
Map<String,Histogram> |
StatsReport.getHistograms(StatsType statsType)
Get the histograms for all parameters, for a given StatsType (Parameters/Updates/Activations)
|
Map<String,Double> |
StatsReport.getMean(StatsType statsType)
Get the mean values for each parameter for the given StatsType (Parameters/Updates/Activations)
|
Map<String,Double> |
StatsReport.getMeanMagnitudes(StatsType statsType)
Get the mean magnitude values for each parameter for the given StatsType (Parameters/Updates/Activations)
|
Map<String,Double> |
StatsReport.getStdev(StatsType statsType)
Get the standard deviation values for each parameter for the given StatsType (Parameters/Updates/Activations)
|
boolean |
StatsReport.hasHistograms(StatsType statsType)
Return whether histograms have been reported, for the given stats type (Parameters, Updates, Activations)
|
boolean |
StatsReport.hasSummaryStats(StatsType statsType,
SummaryType summaryType)
Return whether the summary stats (mean, standard deviation, mean magnitudes) have been reported for the
given stats type (Parameters, Updates, Activations)
|
int |
StatsUpdateConfiguration.numHistogramBins(StatsType type)
Get the number of histogram bins to use for the given type (for use with
StatsUpdateConfiguration.collectHistograms(StatsType) |
void |
StatsReport.reportHistograms(StatsType statsType,
Map<String,Histogram> histogram)
Report histograms for all parameters, for a given
StatsType |
void |
StatsReport.reportMean(StatsType statsType,
Map<String,Double> mean)
Report the mean values for each parameter, the given StatsType (Parameters/Updates/Activations)
|
void |
StatsReport.reportMeanMagnitudes(StatsType statsType,
Map<String,Double> meanMagnitudes)
Report the mean magnitude values for each parameter for the given StatsType (Parameters/Updates/Activations)
|
void |
StatsReport.reportStdev(StatsType statsType,
Map<String,Double> stdev)
Report the standard deviation values for each parameter for the given StatsType (Parameters/Updates/Activations)
|
| Modifier and Type | Method and Description |
|---|---|
boolean |
DefaultStatsUpdateConfiguration.collectHistograms(StatsType type) |
boolean |
DefaultStatsUpdateConfiguration.collectMean(StatsType type) |
boolean |
DefaultStatsUpdateConfiguration.collectMeanMagnitudes(StatsType type) |
boolean |
DefaultStatsUpdateConfiguration.collectStdev(StatsType type) |
Map<String,Histogram> |
SbeStatsReport.getHistograms(StatsType statsType) |
Map<String,Double> |
SbeStatsReport.getMean(StatsType statsType) |
Map<String,Double> |
SbeStatsReport.getMeanMagnitudes(StatsType statsType) |
Map<String,Double> |
SbeStatsReport.getStdev(StatsType statsType) |
boolean |
SbeStatsReport.hasHistograms(StatsType statsType) |
boolean |
SbeStatsReport.hasSummaryStats(StatsType statsType,
SummaryType summaryType) |
int |
DefaultStatsUpdateConfiguration.numHistogramBins(StatsType type) |
void |
SbeStatsReport.reportHistograms(StatsType statsType,
Map<String,Histogram> histogram) |
void |
SbeStatsReport.reportMean(StatsType statsType,
Map<String,Double> mean) |
void |
SbeStatsReport.reportMeanMagnitudes(StatsType statsType,
Map<String,Double> meanMagnitudes) |
void |
SbeStatsReport.reportStdev(StatsType statsType,
Map<String,Double> stdev) |
| Modifier and Type | Method and Description |
|---|---|
Map<String,Histogram> |
JavaStatsReport.getHistograms(StatsType statsType) |
Map<String,Double> |
JavaStatsReport.getMean(StatsType statsType) |
Map<String,Double> |
JavaStatsReport.getMeanMagnitudes(StatsType statsType) |
Map<String,Double> |
JavaStatsReport.getStdev(StatsType statsType) |
boolean |
JavaStatsReport.hasHistograms(StatsType statsType) |
boolean |
JavaStatsReport.hasSummaryStats(StatsType statsType,
SummaryType summaryType) |
void |
JavaStatsReport.reportHistograms(StatsType statsType,
Map<String,Histogram> histogram) |
void |
JavaStatsReport.reportMean(StatsType statsType,
Map<String,Double> mean) |
void |
JavaStatsReport.reportMeanMagnitudes(StatsType statsType,
Map<String,Double> meanMagnitudes) |
void |
JavaStatsReport.reportStdev(StatsType statsType,
Map<String,Double> stdev) |
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