/* * Copyright (c) 2019 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) 2018-2019 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. */ #ifndef __ARM_COMPUTE_NEON_REDUCE_OPERATION_H__ #define __ARM_COMPUTE_NEON_REDUCE_OPERATION_H__ #include "arm_compute/runtime/IFunction.h" #include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" #include "arm_compute/core/TypesEx.h" #include "arm_compute/runtime/MemoryGroup.h" #include "arm_compute/runtime/NEON/functions/NEReductionOperationEx.h" #include "arm_compute/runtime/NEON/functions/NEReshapeLayer.h" #include "arm_compute/runtime/Tensor.h" namespace arm_compute { class ITensor; /** Basic function to perform reduce operation */ class NEReduceOperation : public IFunction { public: /** Constructor */ NEReduceOperation(std::shared_ptr memory_manager = nullptr); /** Configure kernel * * @note Supported tensor rank: up to 4 * * @param[in] input Source tensor. Data type supported: QASYMM8/F16/F32 * @param[in] reduction_axis Reduction axis vector. * @param[in] keep_dims If positive, retains reduced dimensions with length 1. * @param[out] output Destination tensor. Data type supported: Same as @p input * @param[in] op Reduce operation to perform. */ void configure(ITensor *input, const Coordinates &reduction_axis, bool keep_dims, ITensor *output, ReduceOperation op); /** Static function to check if given info will lead to a valid configuration of @ref * NEReduceOperation * * @param[in] input Source tensor. Data type supported: QASYMM8/F16/F32 * @param[in] reduction_axis Reduction axis vector. * @param[in] keep_dims If positive, retains reduced dimensions with length 1. * @param[in] output Destination tensor. Data type supported: Same as @p input * @param[in] op Reduce operation to perform. * * @return A status */ static Status validate(const ITensorInfo *input, const Coordinates &reduction_axis, bool keep_dims, const ITensorInfo *output, ReduceOperation op); // Inherited methods overridden: void run() override; private: MemoryGroup _memory_group; std::vector _reduction_kernels; std::vector _reduced_outs; NEReshapeLayer _reshape; unsigned int _reduction_ops; bool _keep_dims; }; } // namespace arm_compute #endif /* __ARM_COMPUTE_NEON_REDUCE_OPERATION_H__ */