""" 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.activation_ops import Abs, Elu, Erf, Exp, ReLU, LeakyReLU, LogicalNot, ReLU6, Sigmoid, \ Sin, Sinh, Cos, Cosh, Tan, Tanh from mo.front.extractor import FrontExtractorOp class AbsExtractor(FrontExtractorOp): op = 'Abs' enabled = True @classmethod def extract(cls, node): Abs.update_node_stat(node) return cls.enabled class EluFrontExtractor(FrontExtractorOp): op = 'Elu' enabled = True @classmethod def extract(cls, node): Elu.update_node_stat(node) return cls.enabled class ErfFrontExtractor(FrontExtractorOp): op = 'Erf' enabled = True @classmethod def extract(cls, node): Erf.update_node_stat(node) return cls.enabled class ExpExtractor(FrontExtractorOp): op = 'Exp' enabled = True @classmethod def extract(cls, node): Exp.update_node_stat(node) return cls.enabled class LeakyReLUFrontExtractor(FrontExtractorOp): op = 'LeakyRelu' enabled = True @classmethod def extract(cls, node): negative_slope = node.pb.attr['alpha'].f if negative_slope == 0: ReLU.update_node_stat(node) else: LeakyReLU.update_node_stat(node, {'negative_slope': negative_slope}) return cls.enabled class LogicalNotFrontExtractor(FrontExtractorOp): op = 'LogicalNot' enabled = True @classmethod def extract(cls, node): LogicalNot.update_node_stat(node) return cls.enabled class Relu6FrontExtractor(FrontExtractorOp): op = 'Relu6' enabled = True @classmethod def extract(cls, node): ReLU6.update_node_stat(node) return cls.enabled class ReluFrontExtractor(FrontExtractorOp): op = 'Relu' enabled = True @classmethod def extract(cls, node): ReLU.update_node_stat(node) return cls.enabled class SigmoidFrontExtractor(FrontExtractorOp): op = 'Sigmoid' enabled = True @classmethod def extract(cls, node): Sigmoid.update_node_stat(node) return cls.enabled class CosFrontExtractor(FrontExtractorOp): op = 'Cos' enabled = True @classmethod def extract(cls, node): Cos.update_node_stat(node) return cls.enabled class CoshFrontExtractor(FrontExtractorOp): op = 'Cosh' enabled = True @classmethod def extract(cls, node): Cosh.update_node_stat(node) return cls.enabled class SinFrontExtractor(FrontExtractorOp): op = 'Sin' enabled = True @classmethod def extract(cls, node): Sin.update_node_stat(node) return cls.enabled class SinhFrontExtractor(FrontExtractorOp): op = 'Sinh' enabled = True @classmethod def extract(cls, node): Sinh.update_node_stat(node) return cls.enabled class TanFrontExtractor(FrontExtractorOp): op = 'Tan' enabled = True @classmethod def extract(cls, node): Tan.update_node_stat(node) return cls.enabled class TanhFrontExtractor(FrontExtractorOp): op = 'Tanh' enabled = True @classmethod def extract(cls, node): Tanh.update_node_stat(node) return cls.enabled