org.deeplearning4j.ui.stats.api

Interface StatsInitializationConfiguration

All Superinterfaces:

java.io.Serializable

All Known Implementing Classes:

DefaultStatsInitializationConfiguration

public interface StatsInitializationConfiguration
extends java.io.Serializable

Configuration interface for static (unchanging) information, to be reported by StatsListener. This interface allows for software/hardware/model information to be collected (or, not)

Method Summary

Modifier and Type	Method and Description
boolean	collectHardwareInfo() Should hardware configuration information be collected? JVM available processors, number of devices, total memory for each device
boolean	collectModelInfo() Should model information be collected? Model class, configuration (JSON), number of layers, number of parameters, etc.
boolean	collectSoftwareInfo() Should software configuration information be collected? For example, OS, JVM, and ND4J backend details

Method Detail

collectSoftwareInfo

boolean collectSoftwareInfo()

Should software configuration information be collected? For example, OS, JVM, and ND4J backend details

Returns:

true if software information should be collected; false if not

collectHardwareInfo

boolean collectHardwareInfo()

Should hardware configuration information be collected? JVM available processors, number of devices, total memory for each device

Returns:

true if hardware information should be collected

collectModelInfo

boolean collectModelInfo()

Should model information be collected? Model class, configuration (JSON), number of layers, number of parameters, etc.

Returns:

true if model information should be collected