Function export_scoped_meta_graph

tensorflow/python/framework/meta_graph.py:917–1081

Returns `MetaGraphDef` proto. Optionally writes it to filename. This function exports the graph, saver, and collection objects into `MetaGraphDef` protocol buffer with the intention of it being imported at a later time or location to restart training, run inference, or be a subgraph. Arg

(filename=None,
                             graph_def=None,
                             graph=None,
                             export_scope=None,
                             as_text=False,
                             unbound_inputs_col_name="unbound_inputs",
                             clear_devices=False,
                             saver_def=None,
                             clear_extraneous_savers=False,
                             strip_default_attrs=False,
                             save_debug_info=False,
                             incr_saver_def=None,
                             **kwargs)

def export_scoped_meta_graph(filename=None,
                             graph_def=None,
                             graph=None,
                             export_scope=None,
                             as_text=False,
                             unbound_inputs_col_name="unbound_inputs",
                             clear_devices=False,
                             saver_def=None,
                             clear_extraneous_savers=False,
                             strip_default_attrs=False,
                             save_debug_info=False,
                             incr_saver_def=None,
                             **kwargs):
  """Returns `MetaGraphDef` proto. Optionally writes it to filename.

  This function exports the graph, saver, and collection objects into
  `MetaGraphDef` protocol buffer with the intention of it being imported
  at a later time or location to restart training, run inference, or be
  a subgraph.

  Args:
    filename: Optional filename including the path for writing the
      generated `MetaGraphDef` protocol buffer.
    graph_def: `GraphDef` protocol buffer.
    graph: The `Graph` to export. If `None`, use the default graph.
    export_scope: Optional `string`. Name scope under which to extract
      the subgraph. The scope name will be stripped from the node definitions
      for easy import later into new name scopes. If `None`, the whole graph
      is exported.
    as_text: If `True`, writes the `MetaGraphDef` as an ASCII proto.
    unbound_inputs_col_name: Optional `string`. If provided, a string collection
      with the given name will be added to the returned `MetaGraphDef`,
      containing the names of tensors that must be remapped when importing the
      `MetaGraphDef`.
    clear_devices: Boolean which controls whether to clear device information
      before exporting the graph.
    saver_def: `SaverDef` protocol buffer.
    clear_extraneous_savers: Remove any Saver-related information from the
        graph (both Save/Restore ops and SaverDefs) that are not associated
        with the provided SaverDef.
    strip_default_attrs: Set to true if default valued attributes must be
      removed while exporting the GraphDef.
    save_debug_info: If `True`, save the GraphDebugInfo to a separate file,
      which in the same directory of filename and with `_debug` added before the
      file extension.
    **kwargs: Optional keyed arguments, including meta_info_def and
        collection_list.

  Returns:
    A `MetaGraphDef` proto and dictionary of `Variables` in the exported
    name scope.

  Raises:
    ValueError: When the `GraphDef` is larger than 2GB.
    ValueError: When executing in Eager mode and either `graph_def` or `graph`
      is undefined.
  """
  if context.executing_eagerly() and not (graph_def is not None and