1 /** 2 * Copyright 2020 Huawei Technologies Co., Ltd 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 #ifndef MINDSPORE_CORE_OPS_LEAKY_RELU_H_ 18 #define MINDSPORE_CORE_OPS_LEAKY_RELU_H_ 19 #include <map> 20 #include <vector> 21 #include <string> 22 #include <memory> 23 #include "ops/primitive_c.h" 24 #include "ops/op_utils.h" 25 #include "abstract/abstract_value.h" 26 #include "utils/check_convert_utils.h" 27 28 namespace mindspore { 29 namespace ops { 30 constexpr auto kNameLeakyRelu = "LeakyRelu"; 31 /// \brief Leaky ReLU activation function. Refer to Python API @ref mindspore.nn.LeakyReLU for more details. 32 class MS_CORE_API LeakyRelu : public PrimitiveC { 33 public: 34 /// \brief Constructor. LeakyRelu()35 LeakyRelu() : PrimitiveC(kNameLeakyRelu) {} 36 /// \brief Destructor. 37 ~LeakyRelu() = default; 38 MS_DECLARE_PARENT(LeakyRelu, PrimitiveC); 39 /// \brief Init. Refer to the parameters of Python API @ref mindspore.nn.LeakyReLU for the inputs. 40 void Init(const float negative_slope); 41 /// \brief Set negative_slope. 42 void set_negative_slope(const float negative_slope); 43 /// \brief Get negative_slope. 44 /// 45 /// \return negative_slope. 46 float get_negative_slope() const; 47 }; 48 49 AbstractBasePtr LeakyReluInfer(const abstract::AnalysisEnginePtr &, const PrimitivePtr &primitive, 50 const std::vector<AbstractBasePtr> &input_args); 51 using PrimLeakyReluPtr = std::shared_ptr<LeakyRelu>; 52 } // namespace ops 53 } // namespace mindspore 54 55 #endif // MINDSPORE_CORE_OPS_LEAKY_RELU_H_ 56