/* * Copyright (c) 2018 Samsung Electronics Co., Ltd. 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. */ /* * Copyright (c) 2016-2018 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ /** * @file CLReduceOperation.h * @ingroup COM_AI_RUNTIME * @brief This file contains arm_compute::CLReduceOperation class */ #ifndef __ARM_COMPUTE_CLREDUCEOPERATION_H__ #define __ARM_COMPUTE_CLREDUCEOPERATION_H__ #include "arm_compute/core/CL/kernels/CLReduceOperationKernel.h" #include "arm_compute/core/TypesEx.h" #include "arm_compute/runtime/MemoryGroup.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/CLTensorAllocator.h" #include "arm_compute/runtime/CL/functions/CLReshapeLayer.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" namespace arm_compute { class ICLTensor; /** * @brief Class to perform ReduceOperation */ class CLReduceOperation : public IFunction { public: /** * @brief Construct a new ReduceOperation object */ CLReduceOperation(std::shared_ptr memory_manager); /** * @brief Set the input and output tensors. * @param[in] input Source tensor. Data types supported: U8/S32/F32 * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p * input. * @param[in] axis Axis along which to reduce. It must be sorted and no duplicates. * @param[in] keep_dims If positive, retains reduced dimensions with length 1. * @param[in] op Reduce operation to perform. * @return N/A */ void configure(ICLTensor *input, ICLTensor *output, const std::set &axis, bool keep_dims, ReduceOperation op); /** * @brief Static function to check if given info will lead to a valid configuration of @ref * CLReduceOperation. * @param[in] input Source tensor info. Data types supported: U8/S32/F32 * @param[in] output Destination tensor info. Data types and data layouts supported: Same as @p * input. * @param[in] axis Axis along which to reduce. It must be sorted and no duplicates. * @param[in] keep_dims If positive, retains reduced dimensions with length 1. * @param[in] op Reduce operation to perform. * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output, const std::set &axis, bool keep_dims, const ReduceOperation &op); /** * @brief Run the OpenCL kernel for this operation * @return N/A */ void run() override; private: MemoryGroup _memory_group; ICLTensor *_input; ICLTensor *_output; std::set _axis; bool _keep_dims; std::unique_ptr _interm_tensors{nullptr}; std::unique_ptr _reduce_kernels{nullptr}; CLReshapeLayer _reshape; }; } #endif /*__ARM_COMPUTE_CLREDUCEOPERATION_H__ */