object PredictionService

Linear Supertypes
AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. PredictionService
  2. AnyRef
  3. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

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. def apply[T](model: Module[T], numThreads: Int)(implicit arg0: ClassTag[T], ev: TensorNumeric[T]): PredictionService[T]

    In this service, concurrency is kept not greater than numThreads by a BlockingQueue, which contains available model instances.

    Thread-safe Prediction Service for Concurrent Calls

    In this service, concurrency is kept not greater than numThreads by a BlockingQueue, which contains available model instances.

    If exceptions caught during predict, a scalar Tensor[String] will be returned with thrown message.

    model

    BigDL model used to do predictions

    numThreads

    max concurrency

    returns

    a PredictionService instance

  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  7. def deSerializeActivity(bytes: Array[Byte]): Activity

    For now, Tensor and Table[primitive|Tensor, Tensor] are supported.

    Deserialize Array[Byte] to activities according to Bigdl.proto.

    For now, Tensor and Table[primitive|Tensor, Tensor] are supported. It will convert AttrValue(Array(BigdlTensor)) to a Table. It will convert AttrValue(BigdlTensor) to a Tensor.

    bytes

    bytes data for Activity to be deserialized

  8. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  9. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  10. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  11. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  12. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  13. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  14. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  16. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  17. def serializeActivity(activity: Activity): Array[Byte]

    For now, Tensor and Table[primitive|Tensor, Tensor] are supported.

    Serialize activities to Array[Byte] according to Bigdl.proto.

    For now, Tensor and Table[primitive|Tensor, Tensor] are supported.

    activity

    activity to be serialized

  18. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  19. def toString(): String
    Definition Classes
    AnyRef → Any
  20. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  21. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  22. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )

Inherited from AnyRef

Inherited from Any

Ungrouped