class TensorflowT5 extends Serializable

This class is used to run T5 model for For Sequence Batches of WordpieceTokenizedSentence. Input for this model must be tokenized with a SentencePieceModel,

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Instance Constructors

  1. new TensorflowT5(tensorflow: TensorflowWrapper, spp: SentencePieceWrapper, configProtoBytes: Option[Array[Byte]] = None)

    tensorflow

    Albert Model wrapper with TensorFlowWrapper

    spp

    Albert SentencePiece model with SentencePieceWrapper

    configProtoBytes

    Configuration for TensorFlow session

Value Members

  1. final def !=(arg0: Any): Boolean
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  6. def createNextTokenLogitsPenalties(inputIds: Seq[Array[Long]], logits: Array[Array[Float]], repetitionPenalty: Double): Array[Array[Float]]
  7. def decode(sentences: Array[Array[Long]]): Seq[String]
  8. def encode(sentences: Seq[Annotation], task: String): Seq[Array[Long]]
  9. final def eq(arg0: AnyRef): Boolean
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  11. def finalize(): Unit
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  12. def generateNoBeamSearch(inputIds: Seq[Array[Long]], decoderEncoderStateTensors: Tensor, encoderAttentionMaskTensors: Tensor, maxOutputLength: Int, minOutputLength: Int, doSample: Boolean, temperature: Double, topK: Int, topP: Double, repetitionPenalty: Double, noRepeatNgramSize: Int, batch_size: Int, vocab_size: Int, randomSeed: Option[Long], session: Session): Array[Array[Long]]
  13. def generateSeq2Seq(sentences: Seq[Annotation], batchSize: Int, minOutputLength: Int, maxOutputLength: Int, doSample: Boolean, temperature: Double, topK: Int, topP: Double, repetitionPenalty: Double, noRepeatNgramSize: Int, task: String, randomSeed: Option[Long] = None): Seq[Annotation]
  14. final def getClass(): Class[_]
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  15. def getGeneratedNgrams(prevInputIds: Seq[Array[Long]], generatedNgrams: Array[Map[IndexedSeq[Long], List[Long]]], hypoIdx: Int, curLen: Int, noRepeatNgramSize: Int): Array[Long]
  16. def hashCode(): Int
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  20. final def notifyAll(): Unit
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  21. def process(batch: Seq[Array[Long]], minOutputLength: Int, maxOutputLength: Int, doSample: Boolean, temperature: Double, topK: Int, topP: Double, repetitionPenalty: Double, noRepeatNgramSize: Int, randomSeed: Option[Long]): Array[Array[Long]]
  22. val spp: SentencePieceWrapper
  23. final def synchronized[T0](arg0: ⇒ T0): T0
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  24. val tensorflow: TensorflowWrapper
  25. def toString(): String
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  26. final def wait(): Unit
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