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object MLP

Factory for multilayer fully connected feed forward networks

Returned network has the following repeated structure: [linear -> batchnorm -> nonlinearity -> dropout]*

The last block does not include the nonlinearity and the dropout.

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  1. sealed trait ActivationFunction extends AnyRef
  2. sealed trait NormType extends AnyRef

Value Members

  1. final def !=(arg0: Any): Boolean
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  2. final def ##: Int
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  4. def apply[S](in: Int, out: Int, hidden: Seq[Int], tOpt: STenOptions, dropout: Double = 0d, lastNonLinearity: Boolean = false, activationFunction: ActivationFunction = Relu, norm: NormType = NormType.BatchNorm, numHeads: Int = 1)(implicit arg0: Sc[S]): Seq2[Variable, Variable, Variable, Sequential[Variable, Seq4[Variable, Variable, Variable, Variable, Variable, Linear with GenericModule[Variable, Variable], Sequential[Variable, EitherModule[Variable, Variable, BatchNorm, LayerNorm]] with GenericModule[Variable, Variable], Fun with GenericModule[Variable, Variable], Dropout with GenericModule[Variable, Variable]]] with GenericModule[Variable, Variable], EitherModule[Variable, Variable, Seq4[Variable, Variable, Variable, Variable, Variable, Linear with GenericModule[Variable, Variable], Sequential[Variable, EitherModule[Variable, Variable, BatchNorm, LayerNorm]] with GenericModule[Variable, Variable], Fun with GenericModule[Variable, Variable], Dropout with GenericModule[Variable, Variable]], Seq2[Variable, Variable, Variable, Linear with GenericModule[Variable, Variable], Sequential[Variable, EitherModule[Variable, Variable, BatchNorm, LayerNorm]] with GenericModule[Variable, Variable]]] with GenericModule[Variable, Variable]]
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  15. final def synchronized[T0](arg0: => T0): T0
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  19. final def wait(): Unit
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  20. case object Gelu extends ActivationFunction with Product with Serializable
  21. case object HardSwish extends ActivationFunction with Product with Serializable
  22. object NormType
  23. case object Relu extends ActivationFunction with Product with Serializable
  24. case object Sigmoid extends ActivationFunction with Product with Serializable
  25. case object Swish1 extends ActivationFunction with Product with Serializable

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  1. def finalize(): Unit
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    Deprecated

    (Since version 9)

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