/* * Copyright (c) 2023 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 ACL_SRC_GPU_CL_KERNELS_CLMATMULNATIVEMMULKERNEL #define ACL_SRC_GPU_CL_KERNELS_CLMATMULNATIVEMMULKERNEL #include "src/core/common/Macros.h" #include "src/gpu/cl/ClCompileContext.h" #include "src/gpu/cl/IClKernel.h" namespace arm_compute { struct MatMulKernelInfo; namespace opencl { namespace kernels { class ClMatMulNativeMMULKernel : public IClKernel { public: ClMatMulNativeMMULKernel(); ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClMatMulNativeMMULKernel); /** Initialize the kernel's input and output. * * This kernel performs matrix multiplication of lhs and rhs: * * dst = matmul(lhs, rhs) * * Valid data layouts: * - All * * Valid data type configurations: * |lhs |rhs |dst | * |:--------------|:--------------|:--------------| * |F32 |F32 |F32 | * |F16 |F16 |F16 | * * Shape definitions: * Dim0, Dim1, Dim2... * lhs: [ K, M, Batch dims...] * rhs: [ N, K, Batch dims...] * dst: [ N, M, Batch dims...] * * Valid shape configurations: * - K must be a multiple of 4 (MMUL_K0). * - No broadcasting in batch dimensions. I.e. batch dims must be the same across lhs, rhs and dst * * @param[in] compile_context The compile context to be used. * @param[in] lhs Input tensor info for the LHS matrix. * @param[in] rhs Input tensor info for the RHS matrix. * @param[in] bias Bias tensor info. Can be nullptr. Data type supported: Same as @p lhs. * @param[out] dst Output tensor info. * @param[in] matmul_info Attributes for Batch MatMul Kernel */ void configure(const ClCompileContext &compile_context, ITensorInfo *lhs, ITensorInfo *rhs, ITensorInfo *bias, ITensorInfo *dst, const MatMulKernelInfo &matmul_info); /** Static function to check if given info will lead to a valid configuration * * Similar to @ref ClMatMulNativeMMULKernel::configure() * * @return a status */ static Status validate(const ITensorInfo *lhs, const ITensorInfo *rhs, const ITensorInfo *bias, const ITensorInfo *dst, const MatMulKernelInfo &matmul_info); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; private: int _m{1}; int _n{1}; int _k{1}; }; } // namespace kernels } // namespace opencl } // namespace arm_compute #endif /* ACL_SRC_GPU_CL_KERNELS_CLMATMULNATIVEMMULKERNEL */