Trait/Object

com.thoughtworks.compute

Tensors

Related Docs: object Tensors | package compute

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trait Tensors extends OpenCL

Source
Tensors.scala
Linear Supertypes
OpenCL, DefaultCloseable, MonadicCloseable[UnitContinuation], AnyRef, Any
Known Subclasses
Type Hierarchy
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Inherited
  1. Tensors
  2. OpenCL
  3. DefaultCloseable
  4. MonadicCloseable
  5. AnyRef
  6. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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Visibility
  1. Public
  2. All

Type Members

  1. trait CachedTensor extends NonInlineTensor

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  2. type CommandQueue = OpenCL.CommandQueue[Tensors.this.type]

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    Attributes
    protected
    Definition Classes
    OpenCL
  3. trait CompiledKernel extends MonadicCloseable[UnitContinuation]

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    Attributes
    protected
  4. type DeviceBuffer[Element] = OpenCL.DeviceBuffer[Tensors.this.type, Element]

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    Attributes
    protected
    Definition Classes
    OpenCL
  5. type DeviceId = OpenCL.DeviceId[Tensors.this.type]

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    Attributes
    protected
    Definition Classes
    OpenCL
  6. type Event = OpenCL.Event[Tensors.this.type]

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    Attributes
    protected
    Definition Classes
    OpenCL
  7. final case class EventBuffer[JvmType](buffer: Tensors.DeviceBuffer[JvmType], event: Tensors.Event) extends PendingBuffer[JvmType] with Product with Serializable

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    Attributes
    protected
    Annotations
    @silent()
  8. trait FillTensor extends InlineTensor

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  9. trait InlineTensor extends Tensor

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

  10. type Kernel = OpenCL.Kernel[Tensors.this.type]

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    Attributes
    protected
    Definition Classes
    OpenCL
  11. trait MonoidPrograms extends AnyRef

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    Attributes
    protected
  12. trait NonInlineTensor extends Tensor

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    A Tensor that is associated with a non-inline kernel program (i.e.

    A Tensor that is associated with a non-inline kernel program (i.e. never merged into a larger kernel).

  13. sealed trait PendingBuffer[JvmType] extends AnyRef

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    Attributes
    protected
  14. type PlatformId = OpenCL.PlatformId[Tensors.this.type]

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    Attributes
    protected
    Definition Classes
    OpenCL
  15. type Program = OpenCL.Program[Tensors.this.type]

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    Attributes
    protected
    Definition Classes
    OpenCL
  16. final case class ReadyBuffer[JvmType](buffer: Tensors.DeviceBuffer[JvmType]) extends PendingBuffer[JvmType] with Product with Serializable

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    Attributes
    protected
    Annotations
    @silent()
  17. sealed trait Tensor extends AnyRef

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    Note

    There are three kinds of Tensor.

    • InlineTensor and TransformedTensor are like a @inline def, which can be merged into a larger kernel and will be recalculated whenever a slow action is performed.
    • NonInlineTensor is like a @noinline def, which is never merged into a larger kernel and will be recalculated whenever a slow action is performed.
    • CachedTensor is like a lazy val, which has an associated data buffer on the compute device and will be calculated only once even when slow actions are performed more than once.
  18. trait TransformedTensor extends InlineTensor

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Abstract Value Members

  1. abstract def acquireCommandQueue: Do[CommandQueue]

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    Attributes
    protected
    Definition Classes
    OpenCL
  2. abstract val deviceIds: Seq[DeviceId]

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    Attributes
    protected
    Definition Classes
    OpenCL
  3. implicit abstract val executionContext: ExecutionContext

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    Attributes
    protected
  4. abstract def handleOpenCLNotification(errorInfo: String, privateInfo: Option[ByteBuffer]): Unit

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    Attributes
    protected
    Definition Classes
    OpenCL
  5. abstract def hashSourceCode: Fastring

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    Attributes
    protected
  6. abstract val logger: Logger

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    Attributes
    protected
    Definition Classes
    OpenCL
  7. abstract val platformId: PlatformId

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    Attributes
    protected
    Definition Classes
    OpenCL

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 +(other: String): String

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    Implicit information
    This member is added by an implicit conversion from Tensors to any2stringadd[Tensors] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (Tensors, B)

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    Implicit information
    This member is added by an implicit conversion from Tensors to ArrowAssoc[Tensors] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  5. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  6. object PlusPrograms extends MonoidPrograms

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    Attributes
    protected
  7. object Tensor

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  8. def allocateBuffer[Element](size: Long)(implicit memory: Memory[Element]): Do[DeviceBuffer[Element]]

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    Returns an uninitialized buffer of Element on device.

    Returns an uninitialized buffer of Element on device.

    Attributes
    protected
    Definition Classes
    OpenCL
  9. def allocateBufferFrom[Element, HostBuffer](hostBuffer: HostBuffer)(implicit memory: Aux[Element, HostBuffer]): Do[DeviceBuffer[Element]]

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    Returns a buffer of Element on device whose content is copied from hostBuffer.

    Returns a buffer of Element on device whose content is copied from hostBuffer.

    Attributes
    protected
    Definition Classes
    OpenCL
  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. lazy val context: Long

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    Attributes
    protected
    Definition Classes
    OpenCL
  13. def createCommandQueue(deviceId: DeviceId, properties: Map[Int, Long]): CommandQueue

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    Attributes
    protected
    Definition Classes
    OpenCL
  14. def createKernel(program: Program): Kernel

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    Creates single kernel from this Program.

    Creates single kernel from this Program.

    Attributes
    protected
    Definition Classes
    OpenCL
    Exceptions thrown

    com.thoughtworks.compute.OpenCL.Exceptions.InvalidValue if the this Program has more than one kernel.

  15. def createKernels(program: Program): Seq[Kernel]

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    Attributes
    protected
    Definition Classes
    OpenCL
  16. def createProgramWithSource(sourceCode: TraversableOnce[CharSequence]): Program

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    Attributes
    protected
    Definition Classes
    OpenCL
  17. def defaultProgramOptions: CharSequence

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    Attributes
    protected
    Definition Classes
    OpenCL
  18. lazy val deviceCapabilities: (DeviceId) ⇒ CLCapabilities

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    Attributes
    protected
    Definition Classes
    OpenCL
  19. def dispatch(command: (CommandQueue) ⇒ Do[Event]): Do[Event]

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    Attributes
    protected
    Definition Classes
    OpenCL
  20. def enqueueReadBuffer[Element, Destination](commandQueue: CommandQueue, deviceBuffer: DeviceBuffer[Element], hostBuffer: Destination, preconditionEvents: Event*)(implicit memory: Aux[Element, Destination]): Do[Event]

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    Attributes
    protected
    Definition Classes
    OpenCL
  21. def ensuring(cond: (Tensors) ⇒ Boolean, msg: ⇒ Any): Tensors

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    Implicit information
    This member is added by an implicit conversion from Tensors to Ensuring[Tensors] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  22. def ensuring(cond: (Tensors) ⇒ Boolean): Tensors

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    Implicit information
    This member is added by an implicit conversion from Tensors to Ensuring[Tensors] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  23. def ensuring(cond: Boolean, msg: ⇒ Any): Tensors

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    Implicit information
    This member is added by an implicit conversion from Tensors to Ensuring[Tensors] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  24. def ensuring(cond: Boolean): Tensors

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    Implicit information
    This member is added by an implicit conversion from Tensors to Ensuring[Tensors] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  25. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  27. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. def formatted(fmtstr: String): String

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    Implicit information
    This member is added by an implicit conversion from Tensors to StringFormat[Tensors] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()
  29. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  30. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  31. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  32. val kernelCache: Cache[(trees)#ValueTerm, CompiledKernel]

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    Attributes
    protected[com.thoughtworks.compute]
  33. def kernelCacheBuilder: CacheBuilder[(trees)#ValueTerm, CompiledKernel]

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    Attributes
    protected
  34. def monadicClose: UnitContinuation[Unit]

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    Definition Classes
    TensorsOpenCL → DefaultCloseable → MonadicCloseable
  35. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  36. final def notify(): Unit

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    Definition Classes
    AnyRef
  37. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  38. lazy val platformCapabilities: CLCapabilities

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    Attributes
    protected
    Definition Classes
    OpenCL
  39. def platformIds: Seq[PlatformId]

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    Attributes
    protected
    Definition Classes
    OpenCL
  40. def releaseContext: UnitContinuation[Unit]

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    Attributes
    protected
    Definition Classes
    OpenCL
  41. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  42. def toString(): String

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    Definition Classes
    AnyRef → Any
  43. val trees: AllTrees with MemoryTrees with StructuralTrees { type Category = com.thoughtworks.compute.Expressions.Tuples with com.thoughtworks.compute.Expressions.Floats with com.thoughtworks.compute.Expressions.Arrays }

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    Attributes
    protected
  44. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  45. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  46. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  47. def waitForStatus(event: Event, callbackType: Status): UnitContinuation[Status]

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    Attributes
    protected
    Definition Classes
    OpenCL
  48. def [B](y: B): (Tensors, B)

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

Inherited from OpenCL

Inherited from DefaultCloseable

Inherited from MonadicCloseable[UnitContinuation]

Inherited from AnyRef

Inherited from Any

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

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

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

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

Ungrouped