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openvino/model-optimizer/extensions/middle/UselessMerge.py
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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.
"""
import logging as log
from extensions.middle.ConstSwitchResolver import ConstSwitchEraser
from mo.graph.graph import Graph
from mo.middle.passes.eliminate import remove_op_node_with_data_node
from mo.middle.replacement import MiddleReplacementPattern
class UselessMergeEraser(MiddleReplacementPattern):
enabled = True
def run_after(self):
return [ConstSwitchEraser]
def run_before(self):
from extensions.middle.pass_separator import MiddleFinish
return [MiddleFinish]
def pattern(self):
return dict(
nodes=[('merge', dict(kind='op', op='Merge'))],
edges=[]
)
def replace_pattern(self, graph: Graph, match: dict):
if len(graph.in_edges(match['merge'].id)) <= 1:
remove_op_node_with_data_node(graph, match['merge'], list(match['merge'].in_nodes().values())[0])
log.info("Useles Merge op and data nodes was deleted op='{}'".format(match['merge'].id))