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authorAnthony Barbier <anthony.barbier@arm.com>2017-10-26 15:23:08 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commit7068f9900d136312318ff430aef588b14e0c87ad (patch)
treeb57ca81231860f1d8755e6f18e5be7c959fb60c6 /arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h
parentd60737592736715dcfd0520535c48190d4ac77d2 (diff)
downloadComputeLibrary-7068f9900d136312318ff430aef588b14e0c87ad.tar.gz
COMPMID-631: Merge branches/gles_compute branch
Last commit: commit b25c5f68042b0c81bf611d59a1bb8535e1c42497 Author: Xinghang Zhou <xinghang.zhou@arm.com> Date: Wed Oct 25 18:48:10 2017 +0800 Synced validation's tolerances of GCSoftmax from cl side Change-Id: Ibe72054205c1c8721845d679a31af7ed0a7c5cf6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93283 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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_GCGEMM_H__
+#define __ARM_COMPUTE_GCGEMM_H__
+
+#include "arm_compute/core/GLES_COMPUTE/kernels/GCGEMMInterleave4x4Kernel.h"
+#include "arm_compute/core/GLES_COMPUTE/kernels/GCGEMMMatrixAdditionKernel.h"
+#include "arm_compute/core/GLES_COMPUTE/kernels/GCGEMMMatrixMultiplyKernel.h"
+#include "arm_compute/core/GLES_COMPUTE/kernels/GCGEMMTranspose1xWKernel.h"
+#include "arm_compute/runtime/GLES_COMPUTE/GCTensor.h"
+#include "arm_compute/runtime/IFunction.h"
+
+namespace arm_compute
+{
+class IGCTensor;
+
+/** Basic function to execute GEMM on OpenGLES Compute. This function calls the following kernels:
+ *
+ * -# @ref GCGEMMInterleave4x4Kernel (if the output tensor is a matrix)
+ * -# @ref GCGEMMTranspose1xWKernel (if the output tensor is a matrix)
+ * -# @ref GCGEMMMatrixMultiplyKernel
+ * -# @ref GCGEMMMatrixAdditionKernel (if c != nullptr and beta != 0.0)
+ *
+ */
+class GCGEMM : public IFunction
+{
+public:
+ /** Default constructor. */
+ GCGEMM();
+
+ /** Initialise the kernel's inputs and output
+ *
+ * @note GEMM: General Matrix Multiply - [alpha * A * B + beta * C].
+ *
+ * @note All tensors must have the same data type.
+ *
+ * @note Whilst the first input tensor can be a vector, the second input tensor must be at least a matrix
+ *
+ * @param[in] a First input tensor (Matrix or Vector A). Data types supported: F32
+ * @param[in] b Second input tensor (Matrix B). Data type supported: same as @p a.
+ * @param[in] c Third input tensor (Matrix C). It can be a nullptr if just the multiplication between @p a and @p b is needed. Data type supported: same as @p a.
+ * @param[out] output Output tensor. Data type supported: same as @p a
+ * @param[in] alpha Weight of the matrix product
+ * @param[in] beta Weight of matrix C
+ */
+ void configure(const IGCTensor *a, const IGCTensor *b, const IGCTensor *c, IGCTensor *output, float alpha, float beta);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ GCGEMMInterleave4x4Kernel _interleave_kernel;
+ GCGEMMTranspose1xWKernel _transpose_kernel;
+ GCGEMMMatrixMultiplyKernel _mm_kernel;
+ GCGEMMMatrixAdditionKernel _ma_kernel;
+ GCTensor _tmp_a;
+ GCTensor _tmp_b;
+ bool _is_interleaved_transposed;
+ bool _run_addition;
+};
+}
+
+#endif /* __ARM_COMPUTE_GCGEMM_H__ */