/* * Copyright (c) 2018-2020 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_NECONCATENATELAYER_H #define ARM_COMPUTE_NECONCATENATELAYER_H #include "arm_compute/runtime/IFunction.h" #include "arm_compute/core/NEON/INEKernel.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/utils/misc/Requires.h" #include "arm_compute/runtime/NEON/INEOperator.h" #include #include namespace arm_compute { // Forward declarations class ITensor; class ITensorInfo; class Status; /** Basic function to execute concatenate tensors along a given axis. This function calls the following kernels: * * -# @ref NEWidthConcatenateLayerKernel (if underlying concatenation axis is 0). * -# @ref NEHeightConcatenateLayerKernel (if underlying concatenation axis is 1). * -# @ref NEDepthConcatenateLayerKernel (if underlying concatenation axis is 2). * -# @ref NEBatchConcatenateLayerKernel (if underlying concatenation axis is 3). */ class NEConcatenateLayer : public IFunction { public: /** Default constructor */ NEConcatenateLayer(); /** Destructor */ ~NEConcatenateLayer(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEConcatenateLayer(const NEConcatenateLayer &) = delete; /** Default move constructor */ NEConcatenateLayer(NEConcatenateLayer &&); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEConcatenateLayer &operator=(const NEConcatenateLayer &) = delete; /** Default move assignment operator */ NEConcatenateLayer &operator=(NEConcatenateLayer &&); /** Initialise the kernel's inputs vector and output. * * @note Input and output tensor dimensions preconditions defer depending on the concatenation axis. * @note Preconditions can be found respectively at @ref NEWidthConcatenateLayerKernel, @ref NEHeightConcatenateLayerKernel and @ref NEDepthConcatenateLayerKernel. * * @param[in,out] inputs_vector The vectors containing all the tensors to concatenate. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[out] output Output tensor. Data types supported: Same as @p input. * @param[in] axis Concatenation axis. Supported underlying concatenation axis are 0, 1, 2 and 3. */ void configure(std::vector inputs_vector, ITensor *output, size_t axis); /** Static function to check if given info will lead to a valid configuration of @ref NEConcatenateLayer * * @note Input and output tensor dimensions preconditions defer depending on the concatenation axis. * @note Preconditions can be found respectively at @ref NEWidthConcatenateLayerKernel, @ref NEHeightConcatenateLayerKernel and @ref NEDepthConcatenateLayerKernel. * * @param[in] inputs_vector The vectors containing all the tensors info to concatenate. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] output Output tensor info. Data types supported: Same as @p input. * @param[in] axis Concatenation axis. Supported underlying concatenation axis are 0, 1, 2 and 3. * * @return a status */ static Status validate(const std::vector &inputs_vector, const ITensorInfo *output, size_t axis); // Inherited methods overridden: void run() override; private: struct Impl; std::unique_ptr _impl; }; namespace experimental { /** Basic function to execute concatenate tensors along a given axis. This function calls the following kernels: * * -# @ref NEWidthConcatenateLayerKernel (if underlying concatenation axis is 0). * -# @ref NEHeightConcatenateLayerKernel (if underlying concatenation axis is 1). * -# @ref NEDepthConcatenateLayerKernel (if underlying concatenation axis is 2). * -# @ref NEBatchConcatenateLayerKernel (if underlying concatenation axis is 3). */ class NEConcatenation : public INEOperator { public: /** Default constructor */ NEConcatenation(); /** Initialise the kernel's inputs vector and output. * * @note Input and output tensor dimensions preconditions defer depending on the concatenation axis. * @note Preconditions can be found respectively at @ref NEWidthConcatenateLayerKernel, @ref NEHeightConcatenateLayerKernel and @ref NEDepthConcatenateLayerKernel. * * @param[in,out] inputs_vector The vectors containing all the tensors to concatenate. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[out] output Output tensor. Data types supported: Same as @p input. * @param[in] axis Concatenation axis. Supported underlying concatenation axis are 0, 1, 2 and 3. */ void configure(const std::vector &inputs_vector, ITensorInfo *output, size_t axis); /** Static function to check if given info will lead to a valid configuration of @ref NEConcatenateLayer * * @note Input and output tensor dimensions preconditions defer depending on the concatenation axis. * @note Preconditions can be found respectively at @ref NEWidthConcatenateLayerKernel, @ref NEHeightConcatenateLayerKernel and @ref NEDepthConcatenateLayerKernel. * * @param[in] inputs_vector The vectors containing all the tensors info to concatenate. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] output Output tensor info. Data types supported: Same as @p input. * @param[in] axis Concatenation axis. Supported underlying concatenation axis are 0, 1, 2 and 3. * * @return a status */ static Status validate(const std::vector &inputs_vector, const ITensorInfo *output, size_t axis); // Inherited methods overridden: void run(InputTensorMap inputs, OutputTensorMap outputs, OperatorTensorMap workspace) override; private: std::vector> _concat_kernels; unsigned int _num_inputs; unsigned int _axis; }; } // namespace experimental } // namespace arm_compute #endif /* ARM_COMPUTE_NECONCATENATELAYER_H */