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Diffstat (limited to 'src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedKernel.h')
| -rw-r--r-- | src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedKernel.h | 100 |
1 files changed, 100 insertions, 0 deletions
diff --git a/src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedKernel.h b/src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedKernel.h new file mode 100644 index 0000000000..d7b785996f --- /dev/null +++ b/src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedKernel.h @@ -0,0 +1,100 @@ +/* + * 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 */ |