Object/Trait

com.thoughtworks.deeplearning

Symbolic

Related Docs: trait Symbolic | package deeplearning

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object Symbolic extends LowPrioritySymbolic

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._
Linear Supertypes
LowPrioritySymbolic, AnyRef, Any
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Type Members

  1. trait ToLayer[From, Input <: Tape] extends DepFn1[From]

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    Author:

    杨博 (Yang Bo) <[email protected]>

    Annotations
    @implicitNotFound( "Cannot convert ${From} to layer" )

  2. implicit final class ToLayerOps[From, Input <: Tape, OutputData, OutputDelta] extends AnyRef

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  3. trait ToLiteral[From] extends DepFn1[From]

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  4. implicit final class ToTapeOps[From, Data, Delta] extends AnyRef

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

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    Definition Classes
    AnyRef → Any

  4. object Layers

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  5. object ToLayer extends ToLayerLowPriorityImplicits

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  6. object ToLiteral

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  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. implicit def autoToLayer[A, Input <: Tape, OutputData, OutputDelta](a: A)(implicit toLayer: Aux[A, Input, OutputData, OutputDelta]): Aux[Input, Aux[OutputData, OutputDelta]]

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  9. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  12. def finalize(): Unit

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

  13. implicit def from[NativeOutput, Data0, Delta0](implicit toLiteral: Lazy[Aux[NativeOutput, Data0, Delta0]]): Aux[NativeOutput, Data0, Delta0]

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    Definition Classes
    LowPrioritySymbolic

  14. implicit def fromTo[NativeInput, NativeOutput, InputData0, InputDelta0, OutputData0, OutputDelta0](implicit inputToLiteral: Lazy[Aux[NativeInput, InputData0, InputDelta0]], outputToLiteral: Lazy[Aux[NativeOutput, OutputData0, OutputDelta0]]): Aux[NativeInput, NativeOutput, InputData0, InputDelta0, OutputData0, OutputDelta0]

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

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    Definition Classes
    AnyRef → Any

  16. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  19. final def notify(): Unit

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    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  22. implicit def to[NativeOutput, InputData0, InputDelta0, OutputData0, OutputDelta0](implicit inputPlaceHolder: Identity[InputData0, InputDelta0], toLiteral: Aux[NativeOutput, OutputData0, OutputDelta0]): Aux[NativeOutput, InputData0, InputDelta0, OutputData0, OutputDelta0]

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  23. def toString(): String

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    Definition Classes
    AnyRef → Any

  24. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from LowPrioritySymbolic

Inherited from AnyRef

Inherited from Any

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