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authorAnthony Barbier <anthony.barbier@arm.com>2017-09-04 18:44:23 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 13:03:09 +0100
commit6ff3b19ee6120edf015fad8caab2991faa3070af (patch)
treea7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /arm_compute/core/NEON/kernels/NEGEMMMatrixAdditionKernel.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
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+/*
+ * Copyright (c) 2016, 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_NEGEMMMATRIXADDITIONKERNEL_H__
+#define __ARM_COMPUTE_NEGEMMMATRIXADDITIONKERNEL_H__
+
+#include "arm_compute/core/NEON/INESimpleKernel.h"
+
+namespace arm_compute
+{
+class ITensor;
+
+/** NEON kernel to perform the in-place matrix addition between 2 matrices taking into account that the second matrix might be weighted by a scalar value beta:
+ *
+ * @note [ MTX_OUT = MTX_0 + beta * MTX_1 ] with MTX_0 and MTX_1 of the same size
+ *
+ * @note This stage is used to finalize the GEMM result and it is computed if and only if beta != 0.0. In case this kernel is used for finalizing GEMM result, we have:
+ * - MTX_0 = A * B * alpha, where MTX_0 is the output of @ref NEGEMMMatrixMultiplyKernel
+ * - MTX_1 = C
+ */
+class NEGEMMMatrixAdditionKernel : public INESimpleKernel
+{
+public:
+ /** Constructor */
+ NEGEMMMatrixAdditionKernel();
+ /** Prevent instances of this class from being copied */
+ NEGEMMMatrixAdditionKernel(const NEGEMMMatrixAdditionKernel &) = delete;
+ /** Prevent instances of this class from being copied */
+ NEGEMMMatrixAdditionKernel &operator=(const NEGEMMMatrixAdditionKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEGEMMMatrixAdditionKernel(NEGEMMMatrixAdditionKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEGEMMMatrixAdditionKernel &operator=(NEGEMMMatrixAdditionKernel &&) = default;
+ /** Initialise the kernel's input and output.
+ *
+ * @note The input and output tensor must have the same dimensions
+ *
+ * @param[in] input Input tensor (Matrix C). Data types supported: QS8/F16/F32
+ * @param[in, out] output Output tensor. If this kernel is used to finalize the GEMM result, output contains the result obtained by the kernel @ref NEGEMMMatrixMultiplyKernel. Data type supported: the same as @p input.
+ * @param[in] beta Weight of matrix C
+ */
+ void configure(const ITensor *input, ITensor *output, float beta);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+
+private:
+ /** Common signature for all the matrix addition functions
+ *
+ * @param[in] input An input tensor. Data types supported: QS8/F16/F32
+ * @param[out] output The output tensor. Data type supported: same as @p input
+ * @param[in] window Region on which to execute the kernel.
+ * @param[in] beta Weight of matrix C
+ */
+ using MatrixAdditionFunction = void(const ITensor *input, ITensor *output, const Window &window, float beta);
+ /** Matrix addition function to use for the particular tensor types passed to configure() */
+ MatrixAdditionFunction *_func;
+ float _beta;
+};
+}
+#endif /* __ARM_COMPUTE_NEGEMMMATRIXADDITIONKERNEL_H__ */