53 lines
1.7 KiB
Python
53 lines
1.7 KiB
Python
"""
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Copyright (C) 2017-2020 Intel Corporation
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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"""
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from extensions.front.flatten_to_reshape import FlattenToReshape
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from extensions.front.mxnet.ssd_pattern_remove_reshape import SsdPatternRemoveReshape
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from mo.front.common.replacement import FrontReplacementSubgraph
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from mo.graph.graph import Graph
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class SsdPatternRemoveFlatten(FrontReplacementSubgraph):
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enabled = True
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def run_before(self):
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return [SsdPatternRemoveReshape, FlattenToReshape]
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def pattern(self):
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return dict(
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nodes=[
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('multi_box_prior', dict(op='_contrib_MultiBoxPrior')),
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('flatten', dict(op='Flatten'))
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],
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edges=[
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('multi_box_prior', 'flatten', {'in': 0})
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]
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)
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def replace_sub_graph(self, graph: Graph, match: dict):
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"""
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Need to find each occurrence of pattern: _contrib_MultiBoxPrior -> Flatten
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remove Flatten layer - IE does not expect outputs to be flattened
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Parameters
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----------
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graph : Graph
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Graph with loaded model.
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match : dict
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Patterns which were found in graph structure.
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"""
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graph.erase_node(match['flatten'])
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