Packages

  • package root
    Definition Classes
    root
  • package com
    Definition Classes
    root
  • package thoughtworks
    Definition Classes
    com
  • package deeplearning
    Definition Classes
    thoughtworks
  • object Symbolic extends LowPrioritySymbolic

    There are two ways to convert a value to Layer.

    There are two ways to convert a value to Layer.

    The first way is invoke toLayer, such as:

    def createMyNeuralNetwork(implicit input: Float @Symbolic): Float @Symbolic = {
  val floatLayer: Float @Symbolic = 1.0f.toLayer
  floatLayer
}

    The second way is autoToLayer, such as:

    def createMyNeuralNetwork(implicit input: Float @Symbolic): Float @Symbolic = {
  val floatLayer: Float @Symbolic = 1.0f
  floatLayer
}

    In order to compile the above code through, you will need:

    import com.thoughtworks.deeplearning.Symbolic._
import com.thoughtworks.deeplearning.Symbolic
import com.thoughtworks.deeplearning.DifferentiableFloat._
    Definition Classes
    deeplearning
  • object Layers
    Definition Classes
    Symbolic
  • Identity
  • Literal

final case class Identity[Data0, Delta0]() extends Layer with Product with Serializable

Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Identity
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Layer
  7. AnyRef
  8. Any
Implicitly
  1. by autoToLayer
  2. by ToTapeOps
  3. by ToLayerOps
  4. by any2stringadd
  5. by StringFormat
  6. by Ensuring
  7. by ArrowAssoc
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new Identity()

Type Members

  1. type Data = Data0
  2. type Delta = Delta0
  3. type Input = Layer.Tape { ... /* 2 definitions in type refinement */ }
    Definition Classes
    Identity → Layer
  4. type Output = Layer.Tape { ... /* 2 definitions in type refinement */ }
    Definition Classes
    Identity → Layer
  5. abstract type Tape >: ConcreteTape <: ConcreteTape

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. def +(other: String): String
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to any2stringadd[Identity[Data0, Delta0]] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (Identity[Data0, Delta0], B)
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to ArrowAssoc[Identity[Data0, Delta0]] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def ensuring(cond: (Identity[Data0, Delta0]) ⇒ Boolean, msg: ⇒ Any): Identity[Data0, Delta0]
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to Ensuring[Identity[Data0, Delta0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  9. def ensuring(cond: (Identity[Data0, Delta0]) ⇒ Boolean): Identity[Data0, Delta0]
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to Ensuring[Identity[Data0, Delta0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  10. def ensuring(cond: Boolean, msg: ⇒ Any): Identity[Data0, Delta0]
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to Ensuring[Identity[Data0, Delta0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  11. def ensuring(cond: Boolean): Identity[Data0, Delta0]
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to Ensuring[Identity[Data0, Delta0]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  12. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  13. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  14. def formatted(fmtstr: String): String
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to StringFormat[Identity[Data0, Delta0]] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()
  15. def forward(input: Input): Output
    Definition Classes
    Identity → Layer
  16. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
  17. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  18. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. final def notify(): Unit
    Definition Classes
    AnyRef
  20. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  21. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  22. def toLayer: Aux[Input, Aux[OutputData, OutputDelta]]
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to ToLayerOps[Identity[Data0, Delta0], Input, OutputData, OutputDelta] performed by method ToLayerOps in com.thoughtworks.deeplearning.Symbolic. This conversion will take place only if an implicit value of type Aux[Identity[Data0, Delta0], Input, OutputData, OutputDelta] is in scope.
    Definition Classes
    ToLayerOps
  23. def toTape: Aux[Data, Delta]
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to ToTapeOps[Identity[Data0, Delta0], Data, Delta] performed by method ToTapeOps in com.thoughtworks.deeplearning.Symbolic. This conversion will take place only if an implicit value of type Aux[Identity[Data0, Delta0], Data, Delta] is in scope.
    Definition Classes
    ToTapeOps
    Annotations
    @inline()
  24. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  26. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. def →[B](y: B): (Identity[Data0, Delta0], B)
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to ArrowAssoc[Identity[Data0, Delta0]] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Shadowed Implicit Value Members

  1. def forward: ((input: _1.Input)_1.Output) forSome {val _1: Layer { ... /* 2 definitions in type refinement */ }}
    Implicit
    This member is added by an implicit conversion from Identity[Data0, Delta0] to Aux[Input, Aux[OutputData, OutputDelta]] performed by method autoToLayer in com.thoughtworks.deeplearning.Symbolic. This conversion will take place only if an implicit value of type Aux[Identity[Data0, Delta0], Input, OutputData, OutputDelta] is in scope.
    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:
    (identity: Aux[Input, Aux[OutputData, OutputDelta]]).forward
    Definition Classes
    Layer

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Layer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion autoToLayer from Identity[Data0, Delta0] to Aux[Input, Aux[OutputData, OutputDelta]]

Inherited by implicit conversion ToTapeOps from Identity[Data0, Delta0] to ToTapeOps[Identity[Data0, Delta0], Data, Delta]

Inherited by implicit conversion ToLayerOps from Identity[Data0, Delta0] to ToLayerOps[Identity[Data0, Delta0], Input, OutputData, OutputDelta]

Inherited by implicit conversion any2stringadd from Identity[Data0, Delta0] to any2stringadd[Identity[Data0, Delta0]]

Inherited by implicit conversion StringFormat from Identity[Data0, Delta0] to StringFormat[Identity[Data0, Delta0]]

Inherited by implicit conversion Ensuring from Identity[Data0, Delta0] to Ensuring[Identity[Data0, Delta0]]

Inherited by implicit conversion ArrowAssoc from Identity[Data0, Delta0] to ArrowAssoc[Identity[Data0, Delta0]]

Ungrouped