View source on GitHub |
Returns MetaGraphDef
proto.
tf.compat.v1.train.export_meta_graph(
filename=None, meta_info_def=None, graph_def=None, saver_def=None,
collection_list=None, as_text=False, graph=None, export_scope=None,
clear_devices=False, clear_extraneous_savers=False, strip_default_attrs=False,
save_debug_info=False, **kwargs
)
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.
filename
: Optional filename including the path for writing the generated
MetaGraphDef
protocol buffer.meta_info_def
: MetaInfoDef
protocol buffer.graph_def
: GraphDef
protocol buffer.saver_def
: SaverDef
protocol buffer.collection_list
: List of string keys to collect.as_text
: If True
, writes the MetaGraphDef
as an ASCII proto.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 striped from the node definitions for
easy import later into new name scopes. If None
, the whole graph is
exported. graph_def and export_scope cannot both be specified.clear_devices
: Whether or not to clear the device field for an Operation
or Tensor
during export.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
: Boolean. If True
, default-valued attributes will be
removed from the NodeDefs. For a detailed guide, see
Stripping Default-Valued Attributes.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 extend.**kwargs
: Optional keyed arguments.A MetaGraphDef
proto.
ValueError
: When the GraphDef
is larger than 2GB.RuntimeError
: If called with eager execution enabled.Exporting/importing meta graphs is not supported unless both graph_def
and
graph
are provided. No graph exists when eager execution is enabled.