42 lines
1.3 KiB
Python
42 lines
1.3 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.argmax import ArgMaxOp
|
|
from mo.front.caffe.collect_attributes import merge_attrs
|
|
from mo.front.extractor import FrontExtractorOp
|
|
|
|
|
|
class ArgMaxFrontExtractor(FrontExtractorOp):
|
|
op = 'ArgMax'
|
|
enabled = True
|
|
|
|
@classmethod
|
|
def extract(cls, node):
|
|
proto_layer = node.pb
|
|
param = proto_layer.argmax_param
|
|
|
|
update_attrs = {
|
|
'out_max_val': int(param.out_max_val),
|
|
'top_k': param.top_k,
|
|
'axis': param.axis,
|
|
}
|
|
|
|
mapping_rule = merge_attrs(param, update_attrs)
|
|
|
|
ArgMaxOp.update_node_stat(node, mapping_rule)
|
|
# ArgMax must be converted to TopK but without the output with values
|
|
ArgMaxOp.update_node_stat(node, {'remove_values_output': True})
|
|
return cls.enabled
|