class Encoder extends AnyRef

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Instance Constructors

  1. new Encoder(encoderEnvironment: OrtEnvironment, encoderSession: OrtSession)

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  6. val encoderEnvironment: OrtEnvironment
  7. val encoderSession: OrtSession
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  11. def forward(inputIds: Array[Long]): MathMatrix

    Runs inference over a single sentence

    Runs inference over a single sentence

    inputIds

    Array of token ids for this sentence

    returns

    Hidden states for this sentence. The matrix dimension: rows = sentence size; columns = hidden state size

  12. def forward(batchInputIds: Array[Array[Long]]): Array[MathMatrix]

    Runs the inference using a transformer encoder over a batch of sentences

    Runs the inference using a transformer encoder over a batch of sentences

    batchInputIds

    First dimension is batch size (1 for a single sentence); second is sentence size

    returns

    Hidden states for the whole batch. The matrix dimension: rows = sentence size; columns = hidden state size

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