Trait

org.platanios.tensorflow.api.core.Graph

Key

Related Doc: package Graph

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trait Key[K] extends AnyRef

Key to a graph collection.

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Known Subclasses
ACTIVATIONS, ASSET_FILEPATHS, BIASES, EVAL_STEP, GLOBAL_EPOCH, GLOBAL_STEP, GLOBAL_VARIABLES, INIT_OP, IntCollectionKey, LOCAL_INIT_OP, LOCAL_RESOURCES, LOCAL_VARIABLES, LOSSES, METRIC_RESETS, METRIC_UPDATES, METRIC_VALUES, METRIC_VARIABLES, MODEL_VARIABLES, MOVING_AVERAGE_VARIABLES, OpCollectionKey, OutputCollectionKey, RANDOM_SEEDS, READY_FOR_LOCAL_INIT_OP, READY_OP, REGULARIZATION_LOSSES, ResourceCollectionKey, SAVERS, SHARED_RESOURCES, STREAMING_MODEL_PORTS, SUMMARIES, SUMMARY_OP, SaverCollectionKey, StringCollectionKey, TABLE_INITIALIZERS, TRAINABLE_VARIABLES, TRAIN_OP, UNBOUND_INPUTS, UPDATE_OPS, VariableCollectionKey, WEIGHTS
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Abstract Value Members

  1. abstract def createCollectionDef(values: Set[K], exportScope: String = null): CollectionDef

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    Creates a CollectionDef from the provided set of values.

    Creates a CollectionDef from the provided set of values.

    values

    Values to serialize in the CollectionDef.

    exportScope

    Optional string specifying the name scope to remove. Only the ops within this name scope will be included in the resulting ProtoBuf object and the export scope will be stripped from their names to allow for easy import into new name scopes.

    returns

    Serialized values in a new CollectionDef.

  2. abstract def name: String

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    Name of this collection key.

  3. abstract def parseCollectionDef(collectionDef: CollectionDef, graph: Graph, importScope: String): Unit

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    Parses a CollectionDef and adds the collection values to the corresponding collection in the graph.

    Parses a CollectionDef and adds the collection values to the corresponding collection in the graph.

    collectionDef

    CollectionDef being parsed.

    graph

    Graph in which the collection should be added.

    importScope

    Optional prefix that will be prepended to all node names in the graph that is being imported to this graph.

Concrete Value Members

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

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  2. final def ##(): Int

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  5. def clone(): AnyRef

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  8. def finalize(): Unit

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

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  13. final def notify(): Unit

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