Package io.github.kirstenali.deepj.nn

Record Class TransformerEncoderConfig

java.lang.Object
java.lang.Record
io.github.kirstenali.deepj.nn.TransformerEncoderConfig
public record TransformerEncoderConfig(int width, int heads, int hiddenSize, int layers, float dropout) extends Record
Pre-normalized encoder dimensions. Input embeddings supply their chosen positional representation.

  • Constructor Summary

    Constructors
    Constructor
    Description
    TransformerEncoderConfig(int width, int heads, int hiddenSize, int layers, float dropout)
    Creates an instance of a TransformerEncoderConfig record class.

  • Method Summary

    Modifier and Type
    Method
    Description
    float
    dropout()
    Returns the value of the dropout record component.
    final boolean
    equals(Object o)
    Indicates whether some other object is "equal to" this one.
    final int
    hashCode()
    Returns a hash code value for this object.
    int
    heads()
    Returns the value of the heads record component.
    int
    hiddenSize()
    Returns the value of the hiddenSize record component.
    int
    layers()
    Returns the value of the layers record component.
    final String
    toString()
    Returns a string representation of this record class.
    int
    width()
    Returns the value of the width record component.

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

  • Constructor Details

    • TransformerEncoderConfig

      public TransformerEncoderConfig(int width, int heads, int hiddenSize, int layers, float dropout)
      Creates an instance of a TransformerEncoderConfig record class.
      Parameters:
      width - the value for the width record component
      heads - the value for the heads record component
      hiddenSize - the value for the hiddenSize record component
      layers - the value for the layers record component
      dropout - the value for the dropout record component

  • Method Details

    • toString

      public final String toString()
      Returns a string representation of this record class. The representation contains the name of the class, followed by the name and value of each of the record components.
      Specified by:
      toString in class Record
      Returns:
      a string representation of this object

    • hashCode

      public final int hashCode()
      Returns a hash code value for this object. The value is derived from the hash code of each of the record components.
      Specified by:
      hashCode in class Record
      Returns:
      a hash code value for this object

    • equals

      public final boolean equals(Object o)
      Indicates whether some other object is "equal to" this one. The objects are equal if the other object is of the same class and if all the record components are equal. All components in this record class are compared with '=='.
      Specified by:
      equals in class Record
      Parameters:
      o - the object with which to compare
      Returns:
      true if this object is the same as the o argument; false otherwise.

    • width

      public int width()
      Returns the value of the width record component.
      Returns:
      the value of the width record component

    • heads

      public int heads()
      Returns the value of the heads record component.
      Returns:
      the value of the heads record component

    • hiddenSize

      public int hiddenSize()
      Returns the value of the hiddenSize record component.
      Returns:
      the value of the hiddenSize record component

    • layers

      public int layers()
      Returns the value of the layers record component.
      Returns:
      the value of the layers record component

    • dropout

      public float dropout()
      Returns the value of the dropout record component.
      Returns:
      the value of the dropout record component