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openvino/model-optimizer/mo/utils/ir_reader/extender.py

56 lines
1.8 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.
"""
import logging as log
from mo.front.common.partial_infer.utils import int64_array
from mo.utils import class_registration
from mo.utils.graph import Node
class Extender(object):
registered_ops = {}
registered_cls = []
# Add the derived class to excluded_classes if one should not be registered in registered_ops
excluded_classes = []
@staticmethod
def extend(op: Node):
pass
@staticmethod
def get_extender_class_by_name(name: str):
return __class__.registered_ops[name]
@classmethod
def class_type(cls):
return class_registration.ClassType.IR_READER_EXTENDER
@staticmethod
def attr_to_list(node: Node, attribute: str):
if not node.has_valid(attribute):
log.warning('Attribute {} missed in node {} with type {}!'.format(attribute, node.soft_get('name'),
node.soft_get('type')))
elif not isinstance(node[attribute], list):
node[attribute] = [node[attribute]]
@staticmethod
def const_shape_infer(node: Node):
i = len(node.in_nodes())
for num in node.out_nodes():
node.out_node(num).shape = int64_array(node.ports[i])
i += 1