Files
openvino/model-optimizer/extensions/front/user_data_repack.py
2020-02-11 22:48:49 +03:00

45 lines
1.6 KiB
Python

"""
Copyright (C) 2018-2020 Intel Corporation
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
"""
from mo.front.common.replacement import FrontReplacementPattern
from mo.front.extractor import user_data_repack
from mo.graph.graph import Graph
class UserDataRepack(FrontReplacementPattern):
enabled = True
run_not_recursively = True
def run_after(self):
return []
def run_before(self):
return []
def find_and_replace_pattern(self, graph: Graph):
argv = graph.graph['cmd_params']
packed_user_shapes, packed_outputs, freeze_placeholder = user_data_repack(
graph, argv.placeholder_shapes, argv.placeholder_data_types,
argv.output, argv.freeze_placeholder_with_value)
graph.graph['user_shapes'] = packed_user_shapes
graph.graph['packed_outputs'] = packed_outputs
graph.graph['freeze_placeholder'] = freeze_placeholder
inputs = list(packed_user_shapes.keys()) \
if packed_user_shapes is not None and isinstance(packed_user_shapes, dict) else None
graph.graph['inputs'] = inputs # save user defined inputs for other extensions