final class PredictSCollectionOps[T] extends AnyRef

Enhanced version of SCollection with TensorFlow methods.

Source
SCollectionSyntax.scala
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Instance Constructors

  1. new PredictSCollectionOps(self: SCollection[T])

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  1. final def !=(arg0: Any): Boolean
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  14. final def notifyAll(): Unit
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  15. def predict[V](savedModelUri: String, fetchOps: Seq[String], options: Options, signatureName: String = PredictSCollectionOps.DefaultSignatureName)(inFn: (T) => Map[String, Tensor])(outFn: (T, Map[String, Tensor]) => V)(implicit arg0: Coder[V]): SCollection[V]

    Predict/infer/forward-pass on a TensorFlow Saved Model.

    Predict/infer/forward-pass on a TensorFlow Saved Model.

    savedModelUri

    URI of Saved TensorFlow model

    fetchOps

    names of org.tensorflow.Operation s to fetch the results from

    options

    configuration parameters for the session specified as a com.spotify.zoltar.tf.TensorFlowModel.Options.

    signatureName

    name of org.tensorflow.framework.SignatureDef s to be used to run the prediction.

    inFn

    translates input elements of T to map of input-operation -> Tensor. This method takes ownership of the Tensor s.

    outFn

    translates output of prediction from map of output-operation -> Tensor, to elements of V. This method takes ownership of the Tensor s.

  16. def predictTfExamples[V](savedModelUri: String, options: Options, exampleInputOp: String = PredictSCollectionOps.DefaultExampleInputOp, fetchOps: Option[Seq[String]] = PredictSCollectionOps.DefaultFetchOps, signatureName: String = PredictSCollectionOps.DefaultSignatureName)(outFn: (T, Map[String, Tensor]) => V)(implicit arg0: Coder[V], ev: <:<[T, Example]): SCollection[V]

    Predict/infer/forward-pass on a TensorFlow Saved Model.

    Predict/infer/forward-pass on a TensorFlow Saved Model. Only exported ops can be fetched.

    savedModelUri

    URI of Saved TensorFlow model

    options

    configuration parameters for the session specified as a com.spotify.zoltar.tf.TensorFlowModel.Options.

    exampleInputOp

    name of org.tensorflow.Operation s to feed an example.

    fetchOps

    names of org.tensorflow.Operation s to fetch the results from

    signatureName

    name of org.tensorflow.framework.SignatureDef s to be used to run the prediction.

    outFn

    translates output of prediction from map of output-operation -> Tensor, to elements of V. This method takes ownership of the Tensor s.

  17. def predictWithSigDef[V](savedModelUri: String, options: Options, fetchOps: Option[Seq[String]] = PredictSCollectionOps.DefaultFetchOps, signatureName: String = PredictSCollectionOps.DefaultSignatureName)(inFn: (T) => Map[String, Tensor])(outFn: (T, Map[String, Tensor]) => V)(implicit arg0: Coder[V]): SCollection[V]

    Predict/infer/forward-pass on a TensorFlow Saved Model.

    Predict/infer/forward-pass on a TensorFlow Saved Model. Only exported ops can be fetched.

    savedModelUri

    URI of Saved TensorFlow model

    options

    configuration parameters for the session specified as a com.spotify.zoltar.tf.TensorFlowModel.Options.

    fetchOps

    names of Option of org.tensorflow.Operation s to fetch the results from

    signatureName

    name of org.tensorflow.framework.SignatureDef s to be used to run the prediction.

    inFn

    translates input elements of T to map of input-operation -> Tensor. This method takes ownership of the Tensor s.

    outFn

    translates output of prediction from map of output-operation -> Tensor, to elements of V. This method takes ownership of the Tensor s.

  18. final def synchronized[T0](arg0: => T0): T0
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