final class PredictSCollectionOps[T] extends AnyRef

Enhanced version of SCollection with TensorFlow methods.

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Instance Constructors

  1. new PredictSCollectionOps(self: SCollection[T])(implicit arg0: ClassTag[T])

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  1. final def !=(arg0: Any): Boolean
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  12. final def notify(): Unit
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  13. final def notifyAll(): Unit
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  14. def predict[V, W](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.Operations 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.SignatureDefs 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 Tensors.

    outFn

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

  15. 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.Operations to feed an example.

    fetchOps

    names of org.tensorflow.Operations to fetch the results from

    signatureName

    name of org.tensorflow.framework.SignatureDefs 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 Tensors.

  16. def predictWithSigDef[V, W](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.Operations to fetch the results from

    signatureName

    name of org.tensorflow.framework.SignatureDefs 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 Tensors.

    outFn

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

  17. final def synchronized[T0](arg0: => T0): T0
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  18. def toString(): String
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  19. final def wait(arg0: Long, arg1: Int): Unit
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  20. final def wait(arg0: Long): Unit
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  21. final def wait(): Unit
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  1. def finalize(): Unit
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