object ModuleSerializer extends ModuleSerializable

Linear Supertypes
ModuleSerializable, Savable, Loadable, AnyRef, Any
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  1. ModuleSerializer
  2. ModuleSerializable
  3. Savable
  4. Loadable
  5. AnyRef
  6. Any
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Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. val _copyWeightAndBias: Boolean
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  5. var abstractModuleType: scala.reflect.api.JavaUniverse.Type
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def attrValueToFloatArray(attr: AttrValue): Array[Float]

    Convert Attr Value object to Array of Float

    Convert Attr Value object to Array of Float

    returns

    Array[Float]

    Attributes
    protected
    Definition Classes
    ModuleSerializable
  8. var boundedModuleType: scala.reflect.api.JavaUniverse.Type
  9. def checkVersion[T](module: BigDLModule)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): Unit
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  10. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  11. def copy2BigDL[T](context: DeserializeContext, module: ModuleData[T])(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): Unit

    copy serialized data (weight and bias if exist) to BigDL module

    copy serialized data (weight and bias if exist) to BigDL module

    context

    deserialized context

    module

    bigDL Module with relationships

    Attributes
    protected
    Definition Classes
    ModuleSerializable
  12. def copyFromBigDL[T](context: SerializeContext[T], modelBuilder: Builder)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): Unit

    copy BigDL module data (weight and bias if exist) to BigDL Model to be persisted

    copy BigDL module data (weight and bias if exist) to BigDL Model to be persisted

    context

    serialization context

    modelBuilder

    serialized module builder

    Attributes
    protected
    Definition Classes
    ModuleSerializable
  13. def copyWeightAndBias(): Boolean
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  14. def createBigDLModule[T](context: DeserializeContext, module: AbstractModule[Activity, Activity, T])(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): ModuleData[T]

    Re-create BigDL module by deserializing protobuf context.

    Re-create BigDL module by deserializing protobuf context.

    context

    Deserialization context

    module

    The BigDL module to be re-created

    returns

    Tuple3 contains information of current module and modules adjacent to it

    Attributes
    protected
    Definition Classes
    ModuleSerializable
  15. def createSerializeBigDLModule[T](modelBuilder: Builder, context: SerializeContext[T])(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): SerializeResult
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  16. def doLoadModule[T](context: DeserializeContext)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): AbstractModule[Activity, Activity, T]

    Default deserialization using reflection

    Default deserialization using reflection

    context

    deserialize context

    returns

    BigDL module

    Attributes
    protected
    Definition Classes
    ModuleSerializable
  17. def doSerializeModule[T](context: SerializeContext[T], bigDLModelBuilder: Builder)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): Unit
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  20. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  22. def getLock: AnyRef
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  23. def getTypes(context: DeserializeContext): (Array[ClassTag[_]], Array[TensorNumeric[_]])
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  24. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  25. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  26. def load[T](context: DeserializeContext)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): ModuleData[T]

    Deserialization entry for all modules based on corresponding module type

    Deserialization entry for all modules based on corresponding module type

    context

    : context for deserialization

    returns

    BigDL module

  27. def loadModule[T](context: DeserializeContext)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): ModuleData[T]

    Default deserialization to provide the template

    Default deserialization to provide the template

    returns

    BigDL module instance with linkages with other modules

    Definition Classes
    ModuleSerializable → Loadable
  28. val lock: AnyRef
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  29. var moduleType: scala.reflect.api.JavaUniverse.Type
  30. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  31. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  32. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  33. def registerGroupModules(superModuleType: String, groupSerializer: ModuleSerializable): Unit

    register module for modules of the same type, used for standard BigDL module and user defined module

    register module for modules of the same type, used for standard BigDL module and user defined module

    groupSerializer

    serialzable implementation for this module

  34. def registerModule(moduleType: String, serializer: ModuleSerializable): Unit

    register module for single module, used for standard BigDL module and user defined module

    register module for single module, used for standard BigDL module and user defined module

    serializer

    serialzable implementation for this module

  35. var regularizerType: scala.reflect.api.JavaUniverse.Type
  36. def saveMklInt8Attr[T](module: MklInt8Convertible, modelBuilder: Builder)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): Unit

    Serialize and save MKL DNN INT8 attributes into BigDL Model of protobuf definition

    Serialize and save MKL DNN INT8 attributes into BigDL Model of protobuf definition

    modelBuilder

    serialized module builder

    Attributes
    protected
    Definition Classes
    ModuleSerializable
  37. def serialize[T](serializerContext: SerializeContext[T])(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): SerializeResult

    Serialization entry for all modules based on corresponding class instance of module

    Serialization entry for all modules based on corresponding class instance of module

    serializerContext

    : serialization context

    returns

    protobuf format module instance

  38. def serializeModule[T](context: SerializeContext[T])(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): SerializeResult

    Default serialization skeleton using reflection

    Default serialization skeleton using reflection

    context

    Serialization context

    returns

    serialized protobuf module instace

    Definition Classes
    ModuleSerializable → Savable
  39. def setCopyWeightAndBias(copyWeightAndBias: Boolean): ModuleSerializer.this.type
    Definition Classes
    ModuleSerializable
  40. def setDataTypes[T](context: SerializeContext[T], bigDLModelBuilder: Builder)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): Unit
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  41. def setVersion[T](modelBuilder: Builder)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): Unit
    Attributes
    protected
    Definition Classes
    ModuleSerializable
  42. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  43. var tType: scala.reflect.api.JavaUniverse.Type
  44. var tensorModuleType: scala.reflect.api.JavaUniverse.Type
  45. var tensorNumericType: scala.reflect.api.JavaUniverse.Type
  46. var tensorType: scala.reflect.api.JavaUniverse.Type
  47. def toString(): String
    Definition Classes
    AnyRef → Any
  48. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  49. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  50. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )

Inherited from ModuleSerializable

Inherited from Savable

Inherited from Loadable

Inherited from AnyRef

Inherited from Any

Ungrouped