case class BertLossInput(input: BertPretrainInput, maskedLanguageModelTarget: STen, wholeSentenceTarget: STen) extends Product with Serializable
Input to BertLoss module
- input: feature data, see documentation of BertPretrainInput
- maskedLanguageModelTarget: long tensor of (batch size, masked positions (variable)). Values are the true tokens masked out at the positions in input.positions
- wholeSentenceTarget: float tensor of size (batch size). Values are truth targets for the whole sentence loss which is a BCEWithLogitLoss. Values are floats in [0,1].
Linear Supertypes
Ordering
- Alphabetic
- By Inheritance
Inherited
- BertLossInput
- Serializable
- Product
- Equals
- AnyRef
- Any
- Hide All
- Show All
Visibility
- Public
- Protected
Instance Constructors
- new BertLossInput(input: BertPretrainInput, maskedLanguageModelTarget: STen, wholeSentenceTarget: STen)
Value Members
- final def !=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def ##: Int
- Definition Classes
- AnyRef → Any
- final def ==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @IntrinsicCandidate() @native()
- val input: BertPretrainInput
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- val maskedLanguageModelTarget: STen
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @IntrinsicCandidate() @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @IntrinsicCandidate() @native()
- def productElementNames: Iterator[String]
- Definition Classes
- Product
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- final def wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- val wholeSentenceTarget: STen
Deprecated Value Members
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable]) @Deprecated
- Deprecated
(Since version 9)