Trait

ml.combust.bundle.op

OpNode

Related Doc: package op

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trait OpNode[Context, N, M] extends AnyRef

Type class for serializing/deserializing Bundle.ML graph nodes.

Nodes are used to represent a data processing function in a Bundle.ML graph. Nodes connect data fields being processed to the underlying ML models that know how to transform the data.

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Abstract Value Members

  1. abstract val Model: OpModel[Context, M]

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    Type class for the underlying model.

  2. abstract val klazz: Class[N]

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    Class of the node.

  3. abstract def load(node: Node, model: M)(implicit context: BundleContext[Context]): N

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    Load a node from Bundle.ML data.

    Load a node from Bundle.ML data.

    node

    read-only node for attributes

    model

    deserialized model for the node

    context

    bundle context for custom types

    returns

    deserialized node object

  4. abstract def model(node: N): M

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    Get the underlying model of the node.

    Get the underlying model of the node.

    node

    node object

    returns

    underlying model object

  5. abstract def name(node: N): String

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    Get the unique name for this node.

    Get the unique name for this node.

    node

    node object

    returns

    unique name of the node

  6. abstract def shape(node: N)(implicit context: BundleContext[Context]): NodeShape

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    Get the shape of the node.

    Get the shape of the node.

    node

    node object

    returns

    shape of the node

Concrete Value Members

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

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  2. final def ##(): Int

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  4. final def asInstanceOf[T0]: T0

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  5. def children(node: N): Option[Array[Any]]

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    Get the children of the node.

    Get the children of the node.

    node

    node object

    returns

    children of the node

  6. def clone(): AnyRef

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