Class

com.spotify.scio.values

TensorFlowSCollectionFunctions

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class TensorFlowSCollectionFunctions[T] extends Serializable

Enhanced version of SCollection with TensorFlow methods.

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Serializable, Serializable, AnyRef, Any
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Instance Constructors

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

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Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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  6. final def eq(arg0: AnyRef): Boolean

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  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

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  9. final def getClass(): Class[_]

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  10. def hashCode(): Int

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  11. final def isInstanceOf[T0]: Boolean

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  12. final def ne(arg0: AnyRef): Boolean

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  13. final def notify(): Unit

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  14. final def notifyAll(): Unit

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  15. def predict[V](graphUri: String, fetchOps: Seq[String], config: Array[Byte] = null)(inFn: (T) ⇒ Map[String, Tensor])(outFn: (Map[String, Tensor]) ⇒ V)(implicit arg0: ClassTag[V]): SCollection[V]

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    Predict/infer/forward-pass on pre-trained GraphDef.

    Predict/infer/forward-pass on pre-trained GraphDef.

    graphUri

    URI of pre-trained/saved TensorFlow model

    fetchOps

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

    config

    configuration parameters for the session specified as a serialized org.tensorflow.framework.ConfigProto protocol buffer.

    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.

  16. val self: SCollection[T]

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  17. final def synchronized[T0](arg0: ⇒ T0): T0

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  18. def toString(): String

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  19. final def wait(): Unit

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  20. final def wait(arg0: Long, arg1: Int): Unit

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  21. final def wait(arg0: Long): Unit

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Inherited from Serializable

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