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authorMoritz Pflanzer <moritz.pflanzer@arm.com>2017-08-31 14:56:32 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commitbeabe3bdf47306d0940ddf2ddf52ada6903a0875 (patch)
tree97afa72f2d60858898ab2dadb95e4cda7176e88b /arm_compute/core/NEON/kernels/NEGEMMAssemblyBaseKernel.h
parent7655a67384895868c0afa72bfda9a9b2fcfdf323 (diff)
downloadComputeLibrary-beabe3bdf47306d0940ddf2ddf52ada6903a0875.tar.gz
COMPMID-481: Add AArch64 GEMM
Change-Id: I34f94f99cb05f0eabafee13c5e623ee779b72360 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83741 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
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+/*
+ * 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_NEGEMMASSEMBLYBASE_H__
+#define __ARM_COMPUTE_NEGEMMASSEMBLYBASE_H__
+
+#include "arm_compute/core/NEON/INEKernel.h"
+
+namespace arm_compute
+{
+class ITensor;
+
+/** AssemblyBase/armv7a NEON kernel to multiply two input matrices "A" and "B". */
+class NEGEMMAssemblyBaseKernel : public INEKernel
+{
+public:
+ /** Constructor */
+ NEGEMMAssemblyBaseKernel()
+ : _input0(nullptr), _input1(nullptr), _output(nullptr), _workspace(nullptr), _alpha(1.f), _beta(0.f), _transform_0(true), _transform_1(true)
+ {
+ }
+
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEGEMMAssemblyBaseKernel(const NEGEMMAssemblyBaseKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEGEMMAssemblyBaseKernel &operator=(const NEGEMMAssemblyBaseKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEGEMMAssemblyBaseKernel(NEGEMMAssemblyBaseKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEGEMMAssemblyBaseKernel &operator=(NEGEMMAssemblyBaseKernel &&) = default;
+
+ virtual ~NEGEMMAssemblyBaseKernel() = default;
+
+ /** Initialise the kernel's input and output.
+ *
+ * The computed function is C = a * AxB + b * C.
+ *
+ * @param[in] input0 Input tensor containing the Matrix A. Data types supported: F32
+ * @param[in] input1 Input tensor containing the Matrix B. Data types supported: same as @p input0
+ * @param[in,out] output Output tensor to store the result of matrix multiplication. If @p beta is not zero the values are multiplied by @p beta before the result is accumulated. Otherwise the values are overwritten by the result. Data types supported: same as @p input0.
+ * @param[out] workspace Space for intermediate results.
+ * @param[in] alpha Weight of the matrix product
+ * @param[in] beta Weight of the accumulation.
+ * @param[in] transform_0 If true the kernel will transform @p input0 prior to the multiplication.
+ * @param[in] transform_1 If true the kernel will transform @p input1 prior to the multiplication.
+ */
+ void configure(const ITensor *input0, const ITensor *input1, ITensor *output, ITensor *workspace, float alpha = 1.f, float beta = 0.f, bool transform_0 = true, bool transform_1 = true)
+ {
+ internal_configure(input0, input1, output, workspace, alpha, beta, transform_0, transform_1);
+ }
+
+protected:
+ virtual void internal_configure(const ITensor *input0, const ITensor *input1, ITensor *output, ITensor *workspace, float alpha, float beta, bool transform_0, bool transform_1) = 0;
+
+ const ITensor *_input0;
+ const ITensor *_input1;
+ ITensor *_output;
+ ITensor *_workspace;
+ float _alpha;
+ float _beta;
+ bool _transform_0;
+ bool _transform_1;
+};
+} // namespace arm_compute
+#endif /*__ARM_COMPUTE_NEGEMMASSEMBLYBASE_H__*/