From 6ff3b19ee6120edf015fad8caab2991faa3070af Mon Sep 17 00:00:00 2001 From: Anthony Barbier Date: Mon, 4 Sep 2017 18:44:23 +0100 Subject: COMPMID-344 Updated doxygen Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae --- .../core/CL/kernels/CLGEMMMatrixMultiplyKernel.h | 73 ++++++++++++++++++++++ 1 file changed, 73 insertions(+) create mode 100644 arm_compute/core/CL/kernels/CLGEMMMatrixMultiplyKernel.h (limited to 'arm_compute/core/CL/kernels/CLGEMMMatrixMultiplyKernel.h') diff --git a/arm_compute/core/CL/kernels/CLGEMMMatrixMultiplyKernel.h b/arm_compute/core/CL/kernels/CLGEMMMatrixMultiplyKernel.h new file mode 100644 index 0000000000..07ea3c12ac --- /dev/null +++ b/arm_compute/core/CL/kernels/CLGEMMMatrixMultiplyKernel.h @@ -0,0 +1,73 @@ +/* + * Copyright (c) 2017 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_CLGEMMMATRIXMULTIPLYKERNEL_H__ +#define __ARM_COMPUTE_CLGEMMMATRIXMULTIPLYKERNEL_H__ + +#include "arm_compute/core/CL/ICLKernel.h" + +namespace arm_compute +{ +class ICLTensor; + +/** OpenCL kernel to multiply two input matrices "A" and "B" or to multiply a vector "A" by a matrix "B". All elements of the output matrix/vector will be multiplied by alpha + * + * @note If the output tensor is a matrix, the implementation assumes that the input tensors @p input0 and @p input1 are both matrices and reshaped respectively with @ref CLGEMMInterleave4x4Kernel" and @ref CLGEMMTranspose1xWKernel + * @note If the output tensor is a vector and the data type is F32, the implementation assumes that the first input tensor @p input0 is a vector and the second input tensor @p input1 a matrix. The implementation also assumes that both tensors have not been reshaped + * + * @attention The second input tensor must have at least 2 dimensions (matrix) + * + */ +class CLGEMMMatrixMultiplyKernel : public ICLKernel +{ +public: + /** Default constructor */ + CLGEMMMatrixMultiplyKernel(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLGEMMMatrixMultiplyKernel(const CLGEMMMatrixMultiplyKernel &) = delete; + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLGEMMMatrixMultiplyKernel &operator=(const CLGEMMMatrixMultiplyKernel &) = delete; + /** Allow instances of this class to be moved */ + CLGEMMMatrixMultiplyKernel(CLGEMMMatrixMultiplyKernel &&) = default; + /** Allow instances of this class to be moved */ + CLGEMMMatrixMultiplyKernel &operator=(CLGEMMMatrixMultiplyKernel &&) = default; + /** Initialise the kernel's input, output and alpha + * + * @param[in] input0 Input tensor containing the interleaved Matrix A or the vector A. Data types supported: F16/F32 + * @param[in] input1 Input tensor containing the transposed Matrix B if the first input tensor A is not a vector. + * If the output tensor is a vector, input1 must contain the matrix B not reshaped. Data type supported: same as @p input0 + * @param[out] output Output tensor to store the result of matrix multiplication. Data type supported: same as @p input0 + * @param[in] alpha Weight of the matrix product + */ + void configure(const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output, float alpha); + + // Inherited methods overridden: + void run(const Window &window, cl::CommandQueue &queue) override; + +private: + const ICLTensor *_input0; + const ICLTensor *_input1; + ICLTensor *_output; +}; +} +#endif /* __ARM_COMPUTE_CLGEMMMATRIXMULTIPLYKERNEL_H__ */ -- cgit v1.2.1