/* * Copyright (c) 2019-2021 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_CL_GEMMLOWP_MATRIXMULTIPLY_RESHAPED_KERNEL_H #define ARM_COMPUTE_CL_GEMMLOWP_MATRIXMULTIPLY_RESHAPED_KERNEL_H #include "arm_compute/core/KernelDescriptors.h" #include "src/core/common/Macros.h" #include "src/gpu/cl/ClCompileContext.h" #include "src/gpu/cl/IClKernel.h" namespace arm_compute { namespace opencl { namespace kernels { /** OpenCL kernel to multiply matrices when both the input matrices LHS (src0) and RHS (src1) have been reshaped * * @note The input matrices @p src0 and @p src1 must be reshaped through: * - @ref opencl::kernels::ClGemmReshapeLhsMatrixKernel * - @ref opencl::kernels::ClGemmReshapeRhsMatrixKernel */ class ClGemmLowpMatrixMultiplyReshapedKernel : public IClKernel { public: ClGemmLowpMatrixMultiplyReshapedKernel(); ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClGemmLowpMatrixMultiplyReshapedKernel); /** Initialise the kernel's input and dst. * * @param[in] compile_context The compile context to be used. * @param[in] src0 Source tensor containing the LHS reshaped matrix. Data type supported: QASYMM8/QASYMM8_SIGNED. The number of dimensions for the LHS matrix must be less or equal than 4. * @param[in] src1 Source tensor containing the RHS reshaped matrix. Data type supported: same as @p src0. The number of dimensions for the RHS matrix must be less or equal than 3. * @param[out] dst Destination tensor to store the result of matrix multiplication. Data type supported: S32 * @param[in] lhs_info LHS matrix information used for reshaping the src0 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.transpose: false * @param[in] rhs_info RHS matrix information used for reshaping the src1 tensor. Only the following values are supported: * rhs_info.n0: 2,3,4,8,16 * rhs_info.k0: same as lhs_info.k0 * rhs_info.transpose: true * @param[in] gemm_info GEMM information used to retrieve the original dimensions of the input matrices * * @note lhs_info.k0 must be equal to rhs_info.k0 */ void configure(const CLCompileContext &compile_context, const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info, const GEMMReshapeInfo &gemm_info); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref ClGemmLowpMatrixMultiplyReshapedKernel::configure() * * @return a status */ static Status validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info, const GEMMReshapeInfo &gemm_info); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; private: bool _slide_matrix_b{true}; bool _reinterpret_output_as_3d{false}; unsigned int _k{1}; bool _use_dummy_work_items{false}; }; } // namespace kernels } // namespace opencl } // namespace arm_compute #endif /* ARM_COMPUTE_CL_GEMMLOWP_MATRIXMULTIPLY_RESHAPED_KERNEL_H */