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

51 lines
1.7 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 extensions.front.pass_separator import FrontStart
from extensions.front.restore_ports import RestorePorts
from mo.front.common.replacement import FrontReplacementSubgraph
from mo.graph.graph import Graph
from mo.ops.const import Const
class MoveEmbeddedInputsToInputs(FrontReplacementSubgraph):
enabled = True
def run_before(self):
return [FrontStart]
def run_after(self):
return [RestorePorts]
@staticmethod
def pattern():
return dict(
nodes=[('op', dict(kind='op', embedded_inputs=lambda x: x is not None))],
edges=[]
)
@staticmethod
def replace_sub_graph(graph: Graph, match: dict):
node = match['op']
for port_index, value_attr, attrs in node['embedded_inputs']:
const = Const(graph, dict(value=node[value_attr])).create_node()
node.add_input_port(port_index, skip_if_exist=True)
const.out_port(0).connect(node.in_port(port_index))
node.in_port(port_index).bin = attrs['bin']
node.in_port(port_index).in_attrs.append('bin')
del node[value_attr]
del node['embedded_inputs']