tf.graph_util.import_graph_def

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Imports the graph from graph_def into the current default Graph. (deprecated arguments)

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Main aliases

Compat aliases for migration

tf.compat.v1.graph_util.import_graph_def, tf.compat.v1.import_graph_def

tf.graph_util.import_graph_def(
    graph_def,
    input_map=None,
    return_elements=None,
    name=None,
    op_dict=None,
    producer_op_list=None
)

Used in the notebooks

Used in the guide
Migrating your TFLite code to TF2

This function provides a way to import a serialized TensorFlowGraphDefprotocol buffer, and extract individual objects in the GraphDef astf.Tensor and tf.Operation objects. Once extracted, these objects are placed into the current default Graph. Seetf.Graph.as_graph_def for a way to create a GraphDefproto.

Args
graph_def	A GraphDef proto containing operations to be imported into the default graph.
input_map	A dictionary mapping input names (as strings) in graph_defto Tensor objects. The values of the named input tensors in the imported graph will be re-mapped to the respective Tensor values.
return_elements	A list of strings containing operation names ingraph_def that will be returned as Operation objects; and/or tensor names in graph_def that will be returned as Tensor objects.
name	(Optional.) A prefix that will be prepended to the names ingraph_def. Note that this does not apply to imported function names. Defaults to "import".
op_dict	(Optional.) Deprecated, do not use.
producer_op_list	(Optional.) An OpList proto with the (possibly stripped) list of OpDefs used by the producer of the graph. If provided, unrecognized attrs for ops in graph_def that have their default value according to producer_op_list will be removed. This will allow some moreGraphDefs produced by later binaries to be accepted by earlier binaries.

Returns
A list of Operation and/or Tensor objects from the imported graph, corresponding to the names in return_elements, and None if returns_elements is None.

Raises
TypeError	If graph_def is not a GraphDef proto,input_map is not a dictionary mapping strings to Tensor objects, or return_elements is not a list of strings.
ValueError	If input_map, or return_elements contains names that do not appear in graph_def, or graph_def is not well-formed (e.g. it refers to an unknown tensor).

tf.graph_util.import_graph_def | TensorFlow v2.16.1 (original) (raw)

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Used in the notebooks