39 lines
1.3 KiB
Python
39 lines
1.3 KiB
Python
"""
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Copyright (c) 2019 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.ops.activation_ops import activation_ops
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from mo.back.replacement import BackReplacementPattern
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from mo.graph.graph import Graph, Node
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from mo.ops.activation import Activation
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class ActivationsNormalizer(BackReplacementPattern):
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enabled = True
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graph_condition = [lambda graph: not graph.graph['cmd_params'].generate_experimental_IR_V10]
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@staticmethod
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def pattern():
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return dict(
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nodes=[
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('activation', dict(type=lambda type: type in activation_ops))
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],
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edges=[]
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)
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def replace_pattern(self, graph: Graph, match: [str, Node]):
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node = match['activation']
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Activation.update_node_stat(node, dict(operation=node.type.lower()))
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