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

Class SbeStatsInitializationReport

java.lang.Object

org.deeplearning4j.ui.model.stats.impl.SbeStatsInitializationReport

All Implemented Interfaces:

Serializable, Persistable, StatsInitializationReport, AgronaPersistable

public class SbeStatsInitializationReport
extends Object
implements StatsInitializationReport, AgronaPersistable

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
SbeStatsInitializationReport()

Method Summary

Modifier and Type	Method	Description
void	decode(byte[] decode)
void	decode(InputStream inputStream)
void	decode(ByteBuffer buffer)
void	decode(org.agrona.DirectBuffer buffer)
byte[]	encode()
void	encode(OutputStream outputStream)
void	encode(ByteBuffer buffer)
void	encode(org.agrona.MutableDirectBuffer buffer)
int	encodingLengthBytes()
String	getSessionID()
long	getTimeStamp()
String	getTypeID()
String	getWorkerID()
boolean	hasHardwareInfo()
boolean	hasModelInfo()
boolean	hasSoftwareInfo()
void	reportHardwareInfo(int jvmAvailableProcessors, int numDevices, long jvmMaxMemory, long offHeapMaxMemory, long[] deviceTotalMemory, String[] deviceDescription, String hardwareUID)
void	reportIDs(String sessionID, String typeID, String workerID, long timeStamp)
void	reportModelInfo(String modelClassName, String modelConfigJson, String[] modelParamNames, int numLayers, long numParams)	Report the model information
void	reportSoftwareInfo(String arch, String osName, String jvmName, String jvmVersion, String jvmSpecVersion, String nd4jBackendClass, String nd4jDataTypeName, String hostname, String jvmUid, Map<String,String> swEnvironmentInfo)

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.deeplearning4j.ui.model.stats.api.StatsInitializationReport

getHwDeviceDescription, getHwDeviceTotalMemory, getHwHardwareUID, getHwJvmAvailableProcessors, getHwJvmMaxMemory, getHwNumDevices, getHwOffHeapMaxMemory, getModelClassName, getModelConfigJson, getModelNumLayers, getModelNumParams, getModelParamNames, getSwArch, getSwEnvironmentInfo, getSwHostName, getSwJvmName, getSwJvmSpecVersion, getSwJvmUID, getSwJvmVersion, getSwNd4jBackendClass, getSwNd4jDataTypeName, getSwOsName

Constructor Detail

SbeStatsInitializationReport

public SbeStatsInitializationReport()

Method Detail

reportIDs

public void reportIDs(String sessionID,
                      String typeID,
                      String workerID,
                      long timeStamp)

Specified by:

reportIDs in interface StatsInitializationReport

reportSoftwareInfo

public void reportSoftwareInfo(String arch,
                               String osName,
                               String jvmName,
                               String jvmVersion,
                               String jvmSpecVersion,
                               String nd4jBackendClass,
                               String nd4jDataTypeName,
                               String hostname,
                               String jvmUid,
                               Map<String,String> swEnvironmentInfo)

Specified by:

reportSoftwareInfo in interface StatsInitializationReport

Parameters:

arch - Operating system architecture, as reported by JVM

osName - Operating system name

jvmName - JVM name

jvmVersion - JVM version

jvmSpecVersion - JVM Specification version (for example, 1.8)

nd4jBackendClass - ND4J backend Factory class

nd4jDataTypeName - ND4J datatype name

hostname - Hostname for the machine, if available

jvmUid - A unique identified for the current JVM. Should be shared by all instances in the same JVM. Should vary for different JVMs on the same machine.

swEnvironmentInfo - Environment information: Usually from Nd4j.getExecutioner().getEnvironmentInformation()

reportHardwareInfo

public void reportHardwareInfo(int jvmAvailableProcessors,
                               int numDevices,
                               long jvmMaxMemory,
                               long offHeapMaxMemory,
                               long[] deviceTotalMemory,
                               String[] deviceDescription,
                               String hardwareUID)

Specified by:

reportHardwareInfo in interface StatsInitializationReport

Parameters:

jvmAvailableProcessors - Number of available processor cores according to the JVM

numDevices - Number of compute devices (GPUs)

jvmMaxMemory - Maximum memory for the JVM

offHeapMaxMemory - Maximum off-heap memory

deviceTotalMemory - GPU memory by device: same length as numDevices. May be null, if numDevices is 0

deviceDescription - Description of each device. May be null, if numDevices is 0

hardwareUID - A unique identifier for the machine. Should be shared by all instances running on the same machine, including in different JVMs

reportModelInfo

public void reportModelInfo(String modelClassName,
                            String modelConfigJson,
                            String[] modelParamNames,
                            int numLayers,
                            long numParams)

Description copied from interface: StatsInitializationReport

Report the model information

Specified by:

reportModelInfo in interface StatsInitializationReport

Parameters:

modelClassName - Model class name: i.e., type of model

modelConfigJson - Model configuration, as JSON string

numLayers - Number of layers in the model

numParams - Number of parameters in the model

hasSoftwareInfo

public boolean hasSoftwareInfo()

Specified by:

hasSoftwareInfo in interface StatsInitializationReport

hasHardwareInfo

public boolean hasHardwareInfo()

Specified by:

hasHardwareInfo in interface StatsInitializationReport

hasModelInfo

public boolean hasModelInfo()

Specified by:

hasModelInfo in interface StatsInitializationReport

getSessionID

public String getSessionID()

Specified by:

getSessionID in interface Persistable

getTypeID

public String getTypeID()

Specified by:

getTypeID in interface Persistable

getWorkerID

public String getWorkerID()

Specified by:

getWorkerID in interface Persistable

getTimeStamp

public long getTimeStamp()

Specified by:

getTimeStamp in interface Persistable

encodingLengthBytes

public int encodingLengthBytes()

Specified by:

encodingLengthBytes in interface Persistable

encode

public byte[] encode()

Specified by:

encode in interface Persistable

encode

public void encode(ByteBuffer buffer)

Specified by:

encode in interface Persistable

encode

public void encode(org.agrona.MutableDirectBuffer buffer)

Specified by:

encode in interface AgronaPersistable

encode

public void encode(OutputStream outputStream)
            throws IOException

Specified by:

encode in interface Persistable

Throws:

IOException

decode

public void decode(byte[] decode)

Specified by:

decode in interface Persistable

decode

public void decode(ByteBuffer buffer)

Specified by:

decode in interface Persistable

decode

public void decode(org.agrona.DirectBuffer buffer)

Specified by:

decode in interface AgronaPersistable

decode

public void decode(InputStream inputStream)
            throws IOException

Specified by:

decode in interface Persistable

Throws:

IOException