Trait

com.thoughtworks.compute.Tensors

InlineTensor

Related Doc: package Tensors

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trait InlineTensor extends Tensor

An intermediate expression of tensor that can be composed into a more complex expression.

Self Type
InlineTensor
Source
Tensors.scala
Linear Supertypes
Tensor, AnyRef, Any
Known Subclasses
TransformedTensor
Type Hierarchy
Ordering
  1. Grouped
  2. Alphabetic
  3. By Inheritance
Inherited
  1. InlineTensor
  2. Tensor
  3. AnyRef
  4. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract val closure: (trees)#FloatTerm

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    Attributes
    protected
    Definition Classes
    Tensor

  2. abstract def padding: Float

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    Definition Classes
    Tensor

  3. abstract def shape: Array[Int]

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    Returns the sizes of each dimension of this Tensor.

    Returns the sizes of each dimension of this Tensor.

    Definition Classes
    Tensor
    Note

    The returned array should be considered as immutable. Changing the array is an undefined behavior.

    ,

    The return value will be Array.empty if this Tensor is a scalar.

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. def %(rightHandSide: Tensor): InlineTensor

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    Definition Classes
    Tensor

  4. def *(rightHandSide: Tensor): InlineTensor

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    Definition Classes
    Tensor

  5. def +(rightHandSide: Tensor): InlineTensor

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    Definition Classes
    Tensor

  6. def -(rightHandSide: Tensor): InlineTensor

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    Definition Classes
    Tensor

  7. def ->[B](y: B): (InlineTensor, B)

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to ArrowAssoc[InlineTensor] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()

  8. def /(rightHandSide: Tensor): InlineTensor

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    Definition Classes
    Tensor

  9. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  11. def broadcast(newShape: Array[Int]): TransformedTensor

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    Definition Classes
    Tensor

  12. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  13. def ensuring(cond: (InlineTensor) ⇒ Boolean, msg: ⇒ Any): InlineTensor

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to Ensuring[InlineTensor] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  14. def ensuring(cond: (InlineTensor) ⇒ Boolean): InlineTensor

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to Ensuring[InlineTensor] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  15. def ensuring(cond: Boolean, msg: ⇒ Any): InlineTensor

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to Ensuring[InlineTensor] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  16. def ensuring(cond: Boolean): InlineTensor

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to Ensuring[InlineTensor] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring

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

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    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  19. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  20. def flatArray: Future[Array[Trees.FloatTrees.FloatTerm.JvmValue]]

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    Returns an asynchronous task to read this Tensor into a scala.Array, which is linearized in row-majoy order.

    Returns an asynchronous task to read this Tensor into a scala.Array, which is linearized in row-majoy order.

    Definition Classes
    Tensor

  21. def flatBuffer: Do[FloatBuffer]

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    Returns a RAII managed asynchronous task to read this Tensor into an off-heap memory, which is linearized in row-majoy order.

    Returns a RAII managed asynchronous task to read this Tensor into an off-heap memory, which is linearized in row-majoy order.

    Definition Classes
    Tensor

  22. def formatted(fmtstr: String): String

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to StringFormat[InlineTensor] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()

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

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    Definition Classes
    AnyRef → Any

  24. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  25. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  27. def nonInline: NonInlineTensor

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    Definition Classes
    InlineTensor → Tensor

  28. final def notify(): Unit

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    Definition Classes
    AnyRef

  29. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  30. def permute(dimensions: Array[Int]): TransformedTensor

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    Definition Classes
    Tensor

  31. def reshape(newShape: Array[Int]): NonInlineTensor

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    Returns a new Tensor of new shape and the same data of this Tensor.

    Returns a new Tensor of new shape and the same data of this Tensor.

    Definition Classes
    Tensor
    Note

    The data in this Tensor is considered as row-major order when reshape. You can create another column-major version reshape by reversing the shape:

    def columnMajorReshape[Category <: Tensors](tensor: Category#Tensor, newShape: Array[Int]): Category#Tensor = {
  tensor.permute(tensor.shape.indices.reverse.toArray).reshape(newShape.reverse).permute(newShape.indices.reverse.toArray)
}

  32. def scale(newShape: Array[Int]): TransformedTensor

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    Definition Classes
    Tensor

  33. def split(dimension: Int): IndexedSeq[TransformedTensor]

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    Definition Classes
    Tensor

  34. def sum: NonInlineTensor

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    Definition Classes
    Tensor

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

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    Definition Classes
    AnyRef

  36. def toString(): String

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    Definition Classes
    Tensor → AnyRef → Any

  37. def translate(offset: Array[Double], newShape: Array[Int] = shape): TransformedTensor

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    Definition Classes
    Tensor

  38. def unary_+: InlineTensor.this.type

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    Definition Classes
    Tensor

  39. def unary_-: InlineTensor

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    Definition Classes
    Tensor

  40. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  43. def →[B](y: B): (InlineTensor, B)

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to ArrowAssoc[InlineTensor] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Shadowed Implicit Value Members

  1. def +(other: String): String

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    Implicit information
    This member is added by an implicit conversion from InlineTensor to any2stringadd[InlineTensor] performed by method any2stringadd in scala.Predef.
    Shadowing
    This implicitly inherited member is shadowed by one or more members in this class.
    To access this member you can use a type ascription:
    (inlineTensor: any2stringadd[InlineTensor]).+(other)
    Definition Classes
    any2stringadd

Inherited from Tensor

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion any2stringadd from InlineTensor to any2stringadd[InlineTensor]

Inherited by implicit conversion StringFormat from InlineTensor to StringFormat[InlineTensor]

Inherited by implicit conversion Ensuring from InlineTensor to Ensuring[InlineTensor]

Inherited by implicit conversion ArrowAssoc from InlineTensor to ArrowAssoc[InlineTensor]

General information

Methods that provides general information of this Tensor.

Slow actions

Actions that can actually perform delayed operations in order to read the data from the device to JVM, or change the internal state of this Tensor.

Delayed operators

Operators that return new Tensors of delay-evaluated computational graphs. The actually computation will be only performed when Slow actions are called.

Ungrouped