// Copyright 2020 The MACE Authors. All Rights Reserved. // // 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. #ifndef MICRO_OPS_UTILS_ACTIVATION_H_ #define MICRO_OPS_UTILS_ACTIVATION_H_ #include "micro/base/types.h" #include "micro/include/public/micro.h" namespace micro { namespace framework { class Operator; } // namespace framework namespace ops { enum ActivationType { NOOP = 0, RELU = 1, RELUX = 2, PRELU = 3, TANH = 4, SIGMOID = 5, LEAKYRELU = 6, TYPE_COUNT, }; class Activation { public: Activation(); ~Activation() {} MaceStatus Init(const framework::Operator *op); MaceStatus Init(const char *type, const float limit, const float activation_coefficient); MaceStatus Compute(const mifloat *input_ptr, const int32_t size, mifloat *output_ptr); ActivationType GetActivationType(); private: ActivationType StringToActivationType(const char *type); private: ActivationType type_; float limit_; float activation_coefficient_; }; } // namespace ops } // namespace micro #endif // MICRO_OPS_UTILS_ACTIVATION_H_