Packages

case class MaskedLanguageModelModule(mlp: MaskedLanguageModelModule.MLP) extends GenericModule[(Variable, STen), Variable] with Product with Serializable

Masked Language Model Input of (embedding, positions) Embedding of size (batch, num tokens, embedding dim) Positions of size (batch, max num tokens) long tensor indicating which positions to make predictions on Output (batch, len(Positions), vocabulary size)

Linear Supertypes
Serializable, Product, Equals, GenericModule[(Variable, STen), Variable], AnyRef, Any
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  1. MaskedLanguageModelModule
  2. Serializable
  3. Product
  4. Equals
  5. GenericModule
  6. AnyRef
  7. Any
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new MaskedLanguageModelModule(mlp: MaskedLanguageModelModule.MLP)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def apply[S](a: (Variable, STen))(implicit arg0: Sc[S]): Variable

    Alias of forward

    Alias of forward

    Definition Classes
    GenericModule
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @IntrinsicCandidate()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def forward[S](x: (Variable, STen))(implicit arg0: Sc[S]): Variable

    The implementation of the function.

    The implementation of the function.

    In addition of x it can also use all the state to compute its value.

    Definition Classes
    MaskedLanguageModelModuleGenericModule
  9. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  10. final def gradients(loss: Variable, zeroGrad: Boolean = true): Seq[Option[STen]]

    Computes the gradient of loss with respect to the parameters.

    Computes the gradient of loss with respect to the parameters.

    Definition Classes
    GenericModule
  11. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  12. final def learnableParameters: Long

    Returns the total number of optimizable parameters.

    Returns the total number of optimizable parameters.

    Definition Classes
    GenericModule
  13. val mlp: MaskedLanguageModelModule.MLP
  14. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  16. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  17. final def parameters: Seq[(Constant, PTag)]

    Returns the state variables which need gradient computation.

    Returns the state variables which need gradient computation.

    Definition Classes
    GenericModule
  18. def productElementNames: Iterator[String]
    Definition Classes
    Product
  19. def state: Seq[(Constant, PTag)]

    List of optimizable, or non-optimizable, but stateful parameters

    List of optimizable, or non-optimizable, but stateful parameters

    Stateful means that the state is carried over the repeated forward calls.

    Definition Classes
    MaskedLanguageModelModuleGenericModule
  20. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  21. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  22. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  23. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  24. final def zeroGrad(): Unit
    Definition Classes
    GenericModule

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from GenericModule[(Variable, STen), Variable]

Inherited from AnyRef

Inherited from Any

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