36 lines
1.2 KiB
Python
36 lines
1.2 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.ops.normalize import NormalizeOp
|
|
from mo.front.caffe.collect_attributes import collect_attributes
|
|
from mo.front.caffe.extractors.utils import weights_biases
|
|
from mo.front.extractor import FrontExtractorOp
|
|
|
|
|
|
class NormalizeFrontExtractor(FrontExtractorOp):
|
|
op = 'Normalize'
|
|
enabled = True
|
|
|
|
@classmethod
|
|
def extract(cls, node):
|
|
proto_layer = node.pb
|
|
param = proto_layer.norm_param
|
|
|
|
attrs = collect_attributes(param, enable_flattening_nested_params=True)
|
|
attrs.update(weights_biases(False, node.model_pb))
|
|
# update the attributes of the node
|
|
NormalizeOp.update_node_stat(node, attrs)
|
|
return cls.enabled
|