/* * Copyright (c) 2017-2020 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_CLREDUCTIONOPERATION_H #define ARM_COMPUTE_CLREDUCTIONOPERATION_H #include "arm_compute/core/CL/kernels/CLFillBorderKernel.h" #include "arm_compute/core/CL/kernels/CLReductionOperationKernel.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/functions/CLReshapeLayer.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include "arm_compute/runtime/MemoryGroup.h" #include namespace arm_compute { // Forward declarations class ICLTensor; /** Perform reduction operation. */ class CLReductionOperation : public IFunction { public: /** Default Constructor. * * @param[in] memory_manager (Optional) Memory manager. */ CLReductionOperation(std::shared_ptr memory_manager = nullptr); /** Set the input and output tensors. * * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32/S32. * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p input. * @param[in] axis Axis along which to reduce. Supported reduction axis : 0, 1, 2, 3 * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX * @param[in] keep_dims (Optional) Whether to keep the reduced dimension after the operation. Defaults to true. */ void configure(ICLTensor *input, ICLTensor *output, unsigned int axis, ReductionOperation op, bool keep_dims = true); /** Set the input and output tensors. * * @param[in] compile_context The compile context to be used. * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32/S32. * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p input. * @param[in] axis Axis along which to reduce. Supported reduction axis : 0, 1, 2, 3 * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX * @param[in] keep_dims (Optional) Whether to keep the reduced dimension after the operation. Defaults to true. */ void configure(const CLCompileContext &compile_context, ICLTensor *input, ICLTensor *output, unsigned int axis, ReductionOperation op, bool keep_dims = true); /** Static function to check if given info will lead to a valid configuration of @ref CLReductionOperation. * * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32/S32. * @param[in] output Destination tensor info. Data types and data layouts supported: Same as @p input. * @param[in] axis Axis along which to reduce. Supported reduction axis : 0, 1, 2, 3 * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX * @param[in] keep_dims (Optional) Whether to keep the reduced dimension after the operation. Defaults to true. * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output, unsigned int axis, ReductionOperation op, bool keep_dims = true); // Inherited methods overridden: void run() override; private: ICLTensor *configure_intermediate_result_vector(ICLTensor *input, ICLTensor *output); MemoryGroup _memory_group; std::vector _results_vector; std::vector _reduction_kernels_vector; std::vector _border_handlers_vector; CLReshapeLayer _reshape; unsigned int _num_of_stages; unsigned int _reduction_axis; bool _is_serial; bool _is_reshape_required; }; } // namespace arm_compute #endif /* ARM_COMPUTE_CLREDUCTIONOPERATION_H */