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Diffstat (limited to 'src/gpu/cl/kernels/ClMatMulNativeMMULKernel.h')
| -rw-r--r-- | src/gpu/cl/kernels/ClMatMulNativeMMULKernel.h | 104 |
1 files changed, 104 insertions, 0 deletions
diff --git a/src/gpu/cl/kernels/ClMatMulNativeMMULKernel.h b/src/gpu/cl/kernels/ClMatMulNativeMMULKernel.h new file mode 100644 index 0000000000..1aeb896325 --- /dev/null +++ b/src/gpu/cl/kernels/ClMatMulNativeMMULKernel.h @@ -0,0 +1,104 @@ +/* + * 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 */ |