Serialized Form (deeplearning4j-ui-model 1.0.0-M2.1 API)

Package org.deeplearning4j.ui.model.activation
- Class org.deeplearning4j.ui.model.activation.PathUpdate extends Object implements Serializable
  - Serialized Fields
    - path
      
      String path
Package org.deeplearning4j.ui.model.nearestneighbors.word2vec
- Class org.deeplearning4j.ui.model.nearestneighbors.word2vec.NearestNeighborsQuery extends Object implements Serializable
  - Serialized Fields
    - numWords
      
      int numWords
    - word
      
      String word
Package org.deeplearning4j.ui.model.renders
- Class org.deeplearning4j.ui.model.renders.PathUpdate extends Object implements Serializable
  - Serialized Fields
    - path
      
      String path

Package org.deeplearning4j.ui.model.stats

Class org.deeplearning4j.ui.model.stats.BaseStatsListener extends Object implements Serializable

Serialized Fields

activationHistograms

Map<String,Histogram> activationHistograms

devPointers

Map<Integer,org.bytedeco.javacpp.Pointer> devPointers

gcStatsAtLastReport

Map<String,org.nd4j.common.primitives.Pair<Long,Long>> gcStatsAtLastReport

gradientHistograms

Map<String,Histogram> gradientHistograms

initConfig

StatsInitializationConfiguration initConfig

meanActivations
```
Map<String,Double> meanActivations
```
meanGradients
```
Map<String,Double> meanGradients
```

meanMagActivations

Map<String,Double> meanMagActivations

meanMagGradients
```
Map<String,Double> meanMagGradients
```

modelInfos

List<org.deeplearning4j.ui.model.stats.BaseStatsListener.ModelInfo> modelInfos

router
```
StatsStorageRouter router
```
sessionID
```
String sessionID
```
stdevActivations
```
Map<String,Double> stdevActivations
```
stdevGradient
```
Map<String,Double> stdevGradient
```
updateConfig
```
StatsUpdateConfiguration updateConfig
```
workerID
```
String workerID
```

Class org.deeplearning4j.ui.model.stats.J7StatsListener extends BaseStatsListener implements Serializable
Class org.deeplearning4j.ui.model.stats.StatsListener extends BaseStatsListener implements Serializable

Package org.deeplearning4j.ui.model.stats.api
- Class org.deeplearning4j.ui.model.stats.api.Histogram extends Object implements Serializable
  - Serialized Fields
    - binCounts
      
      int[] binCounts
    - max
      
      double max
    - min
      
      double min
    - nBins
      
      int nBins

Package org.deeplearning4j.ui.model.stats.impl

Class org.deeplearning4j.ui.model.stats.impl.DefaultStatsInitializationConfiguration extends Object implements Serializable
- Serialized Fields
  - collectHardwareInfo
```
boolean collectHardwareInfo
```
  - collectModelInfo
```
boolean collectModelInfo
```
  - collectSoftwareInfo
```
boolean collectSoftwareInfo
```

Class org.deeplearning4j.ui.model.stats.impl.DefaultStatsUpdateConfiguration extends Object implements Serializable

Serialized Fields

collectGarbageCollectionStats
```
boolean collectGarbageCollectionStats
```
collectHistogramsActivations
```
boolean collectHistogramsActivations
```
collectHistogramsGradients
```
boolean collectHistogramsGradients
```
collectHistogramsParameters
```
boolean collectHistogramsParameters
```
collectHistogramsUpdates
```
boolean collectHistogramsUpdates
```
collectLearningRates
```
boolean collectLearningRates
```
collectMeanActivations
```
boolean collectMeanActivations
```
collectMeanGradients
```
boolean collectMeanGradients
```

collectMeanMagnitudesActivations

boolean collectMeanMagnitudesActivations

collectMeanMagnitudesGradients
```
boolean collectMeanMagnitudesGradients
```
collectMeanMagnitudesParameters
```
boolean collectMeanMagnitudesParameters
```
collectMeanMagnitudesUpdates
```
boolean collectMeanMagnitudesUpdates
```
collectMeanParameters
```
boolean collectMeanParameters
```
collectMeanUpdates
```
boolean collectMeanUpdates
```
collectMemoryStats
```
boolean collectMemoryStats
```
collectPerformanceStats
```
boolean collectPerformanceStats
```
collectStdevActivations
```
boolean collectStdevActivations
```
collectStdevGradients
```
boolean collectStdevGradients
```
collectStdevParameters
```
boolean collectStdevParameters
```
collectStdevUpdates
```
boolean collectStdevUpdates
```
numHistogramBins
```
int numHistogramBins
```
reportingFrequency
```
int reportingFrequency
```

Class org.deeplearning4j.ui.model.stats.impl.SbeStatsInitializationReport extends Object implements Serializable

Serialized Fields

hasHardwareInfo
```
boolean hasHardwareInfo
```
hasModelInfo
```
boolean hasModelInfo
```
hasSoftwareInfo
```
boolean hasSoftwareInfo
```
hwDeviceDescription
```
String[] hwDeviceDescription
```
hwDeviceTotalMemory
```
long[] hwDeviceTotalMemory
```
hwHardwareUID
```
String hwHardwareUID
```
hwJvmAvailableProcessors
```
int hwJvmAvailableProcessors
```
hwJvmMaxMemory
```
long hwJvmMaxMemory
```
hwNumDevices
```
int hwNumDevices
```
hwOffHeapMaxMemory
```
long hwOffHeapMaxMemory
```
modelClassName
```
String modelClassName
```
modelConfigJson
```
String modelConfigJson
```
modelNumLayers
```
int modelNumLayers
```
modelNumParams
```
long modelNumParams
```
modelParamNames
```
String[] modelParamNames
```
sessionID
```
String sessionID
```
swArch
```
String swArch
```
swEnvironmentInfo
```
Map<String,String> swEnvironmentInfo
```
swHostName
```
String swHostName
```
swJvmName
```
String swJvmName
```
swJvmSpecVersion
```
String swJvmSpecVersion
```
swJvmUID
```
String swJvmUID
```
swJvmVersion
```
String swJvmVersion
```
swNd4jBackendClass
```
String swNd4jBackendClass
```
swNd4jDataTypeName
```
String swNd4jDataTypeName
```
swOsName
```
String swOsName
```
timeStamp
```
long timeStamp
```
typeID
```
String typeID
```
workerID
```
String workerID
```

Class org.deeplearning4j.ui.model.stats.impl.SbeStatsReport extends Object implements Serializable

Serialized Fields

dataSetMetaData
```
List<byte[]> dataSetMetaData
```
deviceCurrentBytes
```
long[] deviceCurrentBytes
```
deviceMaxBytes
```
long[] deviceMaxBytes
```
examplesPerSecond
```
double examplesPerSecond
```

gcStats

List<org.deeplearning4j.ui.model.stats.impl.SbeStatsReport.GCStats> gcStats

histograms

Map<StatsType,Map<String,Histogram>> histograms

iterationCount
```
int iterationCount
```
jvmCurrentBytes
```
long jvmCurrentBytes
```
jvmMaxBytes
```
long jvmMaxBytes
```

learningRatesByParam

Map<String,Double> learningRatesByParam

meanMagnitudeValues

Map<StatsType,Map<String,Double>> meanMagnitudeValues

meanValues

Map<StatsType,Map<String,Double>> meanValues

memoryUsePresent
```
boolean memoryUsePresent
```
metaDataClassName
```
String metaDataClassName
```
minibatchesPerSecond
```
double minibatchesPerSecond
```
offHeapCurrentBytes
```
long offHeapCurrentBytes
```
offHeapMaxBytes
```
long offHeapMaxBytes
```
performanceStatsPresent
```
boolean performanceStatsPresent
```
score
```
double score
```
scorePresent
```
boolean scorePresent
```
sessionID
```
String sessionID
```
statsCollectionDurationMs
```
int statsCollectionDurationMs
```

stdevValues

Map<StatsType,Map<String,Double>> stdevValues

timeStamp
```
long timeStamp
```
totalExamples
```
long totalExamples
```
totalMinibatches
```
long totalMinibatches
```
totalRuntimeMs
```
long totalRuntimeMs
```
typeID
```
String typeID
```
workerID
```
String workerID
```

Package org.deeplearning4j.ui.model.stats.impl.java

Class org.deeplearning4j.ui.model.stats.impl.java.JavaStatsInitializationReport extends Object implements Serializable

Serialized Fields

hasHardwareInfo
```
boolean hasHardwareInfo
```
hasModelInfo
```
boolean hasModelInfo
```
hasSoftwareInfo
```
boolean hasSoftwareInfo
```
hwDeviceDescription
```
String[] hwDeviceDescription
```
hwDeviceTotalMemory
```
long[] hwDeviceTotalMemory
```
hwHardwareUID
```
String hwHardwareUID
```
hwJvmAvailableProcessors
```
int hwJvmAvailableProcessors
```
hwJvmMaxMemory
```
long hwJvmMaxMemory
```
hwNumDevices
```
int hwNumDevices
```
hwOffHeapMaxMemory
```
long hwOffHeapMaxMemory
```
modelClassName
```
String modelClassName
```
modelConfigJson
```
String modelConfigJson
```
modelNumLayers
```
int modelNumLayers
```
modelNumParams
```
long modelNumParams
```
modelParamNames
```
String[] modelParamNames
```
sessionID
```
String sessionID
```
swArch
```
String swArch
```
swEnvironmentInfo
```
Map<String,String> swEnvironmentInfo
```
swHostName
```
String swHostName
```
swJvmName
```
String swJvmName
```
swJvmSpecVersion
```
String swJvmSpecVersion
```
swJvmUID
```
String swJvmUID
```
swJvmVersion
```
String swJvmVersion
```
swNd4jBackendClass
```
String swNd4jBackendClass
```
swNd4jDataTypeName
```
String swNd4jDataTypeName
```
swOsName
```
String swOsName
```
timeStamp
```
long timeStamp
```
typeID
```
String typeID
```
workerID
```
String workerID
```

Class org.deeplearning4j.ui.model.stats.impl.java.JavaStatsReport extends Object implements Serializable

Serialized Fields

dataSetMetaData
```
List<byte[]> dataSetMetaData
```
deviceCurrentBytes
```
long[] deviceCurrentBytes
```
deviceMaxBytes
```
long[] deviceMaxBytes
```
examplesPerSecond
```
double examplesPerSecond
```

gcStats

List<org.deeplearning4j.ui.model.stats.impl.java.JavaStatsReport.GCStats> gcStats

histograms

Map<StatsType,Map<String,Histogram>> histograms

iterationCount
```
int iterationCount
```
jvmCurrentBytes
```
long jvmCurrentBytes
```
jvmMaxBytes
```
long jvmMaxBytes
```

learningRatesByParam

Map<String,Double> learningRatesByParam

meanMagnitudeValues

Map<StatsType,Map<String,Double>> meanMagnitudeValues

meanValues

Map<StatsType,Map<String,Double>> meanValues

memoryUsePresent
```
boolean memoryUsePresent
```
metaDataClassName
```
String metaDataClassName
```
minibatchesPerSecond
```
double minibatchesPerSecond
```
offHeapCurrentBytes
```
long offHeapCurrentBytes
```
offHeapMaxBytes
```
long offHeapMaxBytes
```
performanceStatsPresent
```
boolean performanceStatsPresent
```
score
```
double score
```
scorePresent
```
boolean scorePresent
```
sessionID
```
String sessionID
```
statsCollectionDurationMs
```
int statsCollectionDurationMs
```

stdevValues

Map<StatsType,Map<String,Double>> stdevValues

timeStamp
```
long timeStamp
```
totalExamples
```
long totalExamples
```
totalMinibatches
```
long totalMinibatches
```
totalRuntimeMs
```
long totalRuntimeMs
```
typeID
```
String typeID
```
workerID
```
String workerID
```

Package org.deeplearning4j.ui.model.storage
- Class org.deeplearning4j.ui.model.storage.BaseCollectionStatsStorage.SessionTypeId extends Object implements Serializable
  - Serialized Fields
    - sessionID
      
      String sessionID
    - typeID
      
      String typeID
- Class org.deeplearning4j.ui.model.storage.BaseCollectionStatsStorage.SessionTypeWorkerId extends Object implements Serializable
  - Serialized Fields
    - sessionID
      
      String sessionID
    - typeID
      
      String typeID
    - workerID
      
      String workerID
Package org.deeplearning4j.ui.model.storage.impl
- Class org.deeplearning4j.ui.model.storage.impl.JavaStorageMetaData extends Object implements Serializable
  - Serialized Fields
    - extraMeta
      
      byte[] extraMeta
    - initTypeClass
      
      String initTypeClass
    - sessionID
      
      String sessionID
    - timeStamp
      
      long timeStamp
    - typeID
      
      String typeID
    - updateTypeClass
      
      String updateTypeClass
    - workerID
      
      String workerID
- Class org.deeplearning4j.ui.model.storage.impl.SbeStorageMetaData extends Object implements Serializable
  - Serialized Fields
    - extraMeta
      
      byte[] extraMeta
    - initTypeClass
      
      String initTypeClass
    - sessionID
      
      String sessionID
    - timeStamp
      
      long timeStamp
    - typeID
      
      String typeID
    - updateTypeClass
      
      String updateTypeClass
    - workerID
      
      String workerID
Package org.deeplearning4j.ui.model.weights
- Class org.deeplearning4j.ui.model.weights.ConvolutionListenerPersistable extends Object implements Serializable
  - Serialization Methods
    - readObject
      
      private void readObject(ObjectInputStream ois) throws IOException, ClassNotFoundException
      
      Throws:
      
      IOException
      
      ClassNotFoundException
    - writeObject
      
      private void writeObject(ObjectOutputStream oos) throws IOException
      
      Throws:
      
      IOException
  - Serialized Fields
    - sessionID
      
      String sessionID
    - timestamp
      
      long timestamp
    - workerID
      
      String workerID
- Class org.deeplearning4j.ui.model.weights.HistogramBin extends Object implements Serializable
  - Serialized Fields
    - data
      
      Map<BigDecimal,AtomicInteger> data
    - max
      
      double max
    - min
      
      double min
    - numberOfBins
      
      int numberOfBins
    - rounds
      
      int rounds
Package org.deeplearning4j.ui.model.weights.beans
- Class org.deeplearning4j.ui.model.weights.beans.CompactModelAndGradient extends Object implements Serializable
  - Serialized Fields
    - gradients
      
      Map<String,Map> gradients
    - lastUpdateTime
      
      long lastUpdateTime
    - layerNames
      
      List<String> layerNames
    - parameters
      
      Map<String,Map> parameters
    - paramMagnitudes
      
      List<Map<String,List<Double>>> paramMagnitudes
    - path
      
      String path
    - score
      
      double score
    - scores
      
      List<Double> scores
    - updateMagnitudes
      
      List<Map<String,List<Double>>> updateMagnitudes

Serialized Form

Package org.deeplearning4j.ui.model.activation

Class org.deeplearning4j.ui.model.activation.PathUpdate extends Object implements Serializable

Serialized Fields

path

Package org.deeplearning4j.ui.model.nearestneighbors.word2vec

Class org.deeplearning4j.ui.model.nearestneighbors.word2vec.NearestNeighborsQuery extends Object implements Serializable

Serialized Fields

numWords

word

Package org.deeplearning4j.ui.model.renders

Class org.deeplearning4j.ui.model.renders.PathUpdate extends Object implements Serializable

Serialized Fields

path

Package org.deeplearning4j.ui.model.stats

Class org.deeplearning4j.ui.model.stats.BaseStatsListener extends Object implements Serializable

Serialized Fields

activationHistograms

devPointers

gcStatsAtLastReport

gradientHistograms

initConfig

meanActivations

meanGradients

meanMagActivations

meanMagGradients

modelInfos

router

sessionID

stdevActivations

stdevGradient

updateConfig

workerID

Class org.deeplearning4j.ui.model.stats.J7StatsListener extends BaseStatsListener implements Serializable

Class org.deeplearning4j.ui.model.stats.StatsListener extends BaseStatsListener implements Serializable

Package org.deeplearning4j.ui.model.stats.api

Class org.deeplearning4j.ui.model.stats.api.Histogram extends Object implements Serializable

Serialized Fields

binCounts

max

min

nBins

Package org.deeplearning4j.ui.model.stats.impl

Class org.deeplearning4j.ui.model.stats.impl.DefaultStatsInitializationConfiguration extends Object implements Serializable

Serialized Fields

collectHardwareInfo

collectModelInfo

collectSoftwareInfo

Class org.deeplearning4j.ui.model.stats.impl.DefaultStatsUpdateConfiguration extends Object implements Serializable

Serialized Fields

collectGarbageCollectionStats

collectHistogramsActivations

collectHistogramsGradients

collectHistogramsParameters

collectHistogramsUpdates

collectLearningRates

collectMeanActivations

collectMeanGradients

collectMeanMagnitudesActivations

collectMeanMagnitudesGradients

collectMeanMagnitudesParameters

collectMeanMagnitudesUpdates

collectMeanParameters

collectMeanUpdates

collectMemoryStats

collectPerformanceStats

collectStdevActivations

collectStdevGradients

collectStdevParameters

collectStdevUpdates

numHistogramBins

reportingFrequency

Class org.deeplearning4j.ui.model.stats.impl.SbeStatsInitializationReport extends Object implements Serializable

Serialized Fields

hasHardwareInfo

hasModelInfo

hasSoftwareInfo

hwDeviceDescription

hwDeviceTotalMemory

hwHardwareUID