/* * 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_CLGEMMRESHAPELHSMATRIXKERNEL_H__ #define __ARM_COMPUTE_CLGEMMRESHAPELHSMATRIXKERNEL_H__ #include "arm_compute/core/CL/ICLKernel.h" namespace arm_compute { class ICLTensor; /** OpenCL kernel to reshape the LHS matrix when performing the matrix multiplication. * In particular, this function splits the input matrix in blocks of size M0xK0 (defined through GEMMLHSInfo) and * stores each one in the output matrix unrolling the values */ class CLGEMMReshapeLHSMatrixKernel : public ICLKernel { public: /** Default constructor */ CLGEMMReshapeLHSMatrixKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLGEMMReshapeLHSMatrixKernel(const CLGEMMReshapeLHSMatrixKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLGEMMReshapeLHSMatrixKernel &operator=(const CLGEMMReshapeLHSMatrixKernel &) = delete; /** Allow instances of this class to be moved */ CLGEMMReshapeLHSMatrixKernel(CLGEMMReshapeLHSMatrixKernel &&) = default; /** Allow instances of this class to be moved */ CLGEMMReshapeLHSMatrixKernel &operator=(CLGEMMReshapeLHSMatrixKernel &&) = default; /** Initialise the kernel's input and output. * * @param[in] input Input tensor. Data types supported: U8/S8/QASYMM8/U16/S16/F16/U32/S32/F32 * @param[out] output Output tensor. Data type supported: same as @p input * @param[in] lhs_info LHS matrix information to be used for reshaping. This object contains all the necessary * information to reshape the input tensor. Only the following values are supported: * lhs_info.m0: 2,3,4,5,6,7,8 * lhs_info.k0: 2,3,4,8,16 * lhs_info.v0: greater than 0 * lhs_info.transpose: true, false * lhs_info.interleave: true, false * @param[in] reinterpret_input_as_3d (Optional) True if the input has to be reinterpreted as 3D tensor */ void configure(const ICLTensor *input, ICLTensor *output, const GEMMLHSMatrixInfo &lhs_info, bool reinterpret_input_as_3d = false); /** Static function to check if given info will lead to a valid configuration of @ref CLGEMMReshapeLHSMatrixKernel * * @param[in] input Input tensor info. Data types supported: U8/S8/QASYMM8/U16/S16/F16/U32/S32/F32 * @param[in] output Output tensor info which stores the interleaved matrix. Data type supported: same as @p input. * @param[in] lhs_info LHS matrix information to be used for reshaping. This object contains all the necessary * information to reshape the input tensor. Only the following values are supported: * lhs_info.m0: 2,3,4,5,6,7,8 * lhs_info.k0: 2,3,4,8,16 * lhs_info.v0: greater than 0 * lhs_info.transpose: true, false * lhs_info.interleave: true, false * @param[in] reinterpret_input_as_3d True if the input has to be reinterpreted as 3D tensor * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output, const GEMMLHSMatrixInfo &lhs_info, bool reinterpret_input_as_3d); // Inherited methods overridden void run(const Window &window, cl::CommandQueue &queue) override; private: const ICLTensor *_input; ICLTensor *_output; bool _reinterpret_input_as_3d; }; } // namespace arm_compute #endif /* __ARM_COMPUTE_CLGEMMRESHAPELHSMATRIXKERNEL_H__ */