Executor

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. var _argDict: Map[String, NDArray]

   

   Attributes

   protected

5. var _auxDict: Map[String, NDArray]

   

   Attributes

   protected

6. var _gradDict: Map[String, NDArray]

   

   Attributes

   protected

7. def argDict: Map[String, NDArray]

   

   Get dictionary representation of argument arrrays.

   Get dictionary representation of argument arrrays.

   returns

   The dictionary that maps name of arguments to NDArrays.

8. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

9. def auxDict: Map[String, NDArray]

   

   Get dictionary representation of auxiliary states arrays.

   Get dictionary representation of auxiliary states arrays.

   returns

   The dictionary that maps name of auxiliary states to NDArrays.

10. def backward(): Unit

    

11. def backward(outGrad: NDArray): Unit

    

12. def backward(outGrads: Array[NDArray]): Unit

    

    Do backward pass to get the gradient of arguments.

    Do backward pass to get the gradient of arguments.

    outGrads

    Gradient on the outputs to be propagated back. This parameter is only needed when bind is called on outputs that are not a loss function.

13. val bytesAllocated: Long

    

    Off-Heap Bytes Allocated for this object

    Off-Heap Bytes Allocated for this object

    Definition Classes

    Executor → NativeResource

14. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

15. def close(): Unit

    

    Definition Classes

    NativeResource → AutoCloseable

16. def copyParamsFrom(argParams: Map[String, NDArray]): Unit

    

17. def copyParamsFrom(argParams: Map[String, NDArray], allowExtraParams: Boolean): Unit

    

18. def copyParamsFrom(argParams: Map[String, NDArray], auxParams: Map[String, NDArray], allowExtraParams: Boolean = false): Unit

    

    Copy parameters from arg_params, aux_params into executor's internal array.

    Copy parameters from arg_params, aux_params into executor's internal array.

    argParams

    : dict of name to NDArray of arguments

    auxParams

    : dict of name to NDArray of auxiliary states.

    allowExtraParams

    Whether allow extra parameters that are not needed by symbol If this is True, no error will be thrown when arg_params or aux_params contain extra parameters that is not needed by the executor.

19. val creationTrace: Option[Array[StackTraceElement]]

    

    Attributes

    protected

    Definition Classes

    WarnIfNotDisposed

20. def debugStr: String

    

    Get a debug string about internal execution plan.

    Get a debug string about internal execution plan.

    returns

    Debug string of the executor.

21. def dispose(): Unit

    

    Definition Classes

    Executor → NativeResource

22. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

23. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

24. def finalize(): Unit

    

    Attributes

    protected

    Definition Classes

    WarnIfNotDisposed → AnyRef

25. def forward(): Unit

    

26. def forward(isTrain: Boolean, kwargs: (String, NDArray)*): Unit

    

    Calculate the outputs specified by the binded symbol.

    Calculate the outputs specified by the binded symbol.

    isTrain

    whether this forward is for evaluation purpose.

    kwargs

    Additional specification of input arguments.

27. final def getClass(): Class[_]

    

    Definition Classes

    AnyRef → Any

28. def gradDict: Map[String, NDArray]

    

    Get dictionary representation of gradient arrays.

    Get dictionary representation of gradient arrays.

    returns

    The dictionary that maps name of arguments to gradient arrays.

29. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

30. def isDisposed: Boolean

    

    Definition Classes

    NativeResource → WarnIfNotDisposed

31. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

32. def logDisposeWarning(): Unit

    

    Attributes

    protected

    Definition Classes

    WarnIfNotDisposed

33. var monitorCallback: MXMonitorCallback

    

    Attributes

    protected

34. def nativeAddress: CPtrAddress

    

    native Address associated with this object

    native Address associated with this object

    Definition Classes

    Executor → NativeResource

35. def nativeDeAllocator: (CPtrAddress) ⇒ Int

    

    Function Pointer to the NativeDeAllocator of nativeAddress

    Function Pointer to the NativeDeAllocator of nativeAddress

    Definition Classes

    Executor → NativeResource

36. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

37. final def notify(): Unit

    

    Definition Classes

    AnyRef

38. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

39. val outputs: Array[NDArray]

    

40. val ref: NativeResourceRef

    

    Call NativeResource.register to get the reference

    Call NativeResource.register to get the reference

    Definition Classes

    Executor → NativeResource

41. def register(): NativeResourceRef

    

    Register this object for PhantomReference tracking and in ResourceScope if used inside ResourceScope.

    Register this object for PhantomReference tracking and in ResourceScope if used inside ResourceScope.

    returns

    NativeResourceRef that tracks reachability of this object using PhantomReference

    Definition Classes

    NativeResource

42. def reshape(partialShaping: Boolean = false, allowUpSizing: Boolean = false, kwargs: Map[String, Shape]): Executor

    

    Return a new executor with the same symbol and shared memory, but different input/output shapes.

    Return a new executor with the same symbol and shared memory, but different input/output shapes. For runtime reshaping, variable length sequences, etc. The returned executor shares state with the current one, and cannot be used in parallel with it.

    partialShaping

    Whether to allow changing the shape of unspecified arguments.

    allowUpSizing

    Whether to allow allocating new ndarrays that's larger than the original.

    kwargs

    Map of string to Shape.

    • new shape for arguments.

    returns

    executor A new executor that shares memory with this.

43. def setMonitorCallback(callback: MXMonitorCallback): Unit

    

    Install callback.

    Install callback.

    callback

    Takes a string and an NDArrayHandle.

44. final def synchronized[T0](arg0: ⇒ T0): T0

    

    Definition Classes

    AnyRef

45. def toString(): String

    

    Definition Classes

    AnyRef → Any

46. def tracingEnabled: Boolean

    

    Attributes

    protected

    Definition Classes

    WarnIfNotDisposed

47. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

48. final def wait(arg0: Long, arg1: Int): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

49. final def wait(arg0: Long): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )