diff options
author | Anthony Barbier <anthony.barbier@arm.com> | 2017-10-26 15:23:08 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 7068f9900d136312318ff430aef588b14e0c87ad (patch) | |
tree | b57ca81231860f1d8755e6f18e5be7c959fb60c6 /arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h | |
parent | d60737592736715dcfd0520535c48190d4ac77d2 (diff) | |
download | ComputeLibrary-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>
Diffstat (limited to 'arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h')
-rw-r--r-- | arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h b/arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h new file mode 100644 index 0000000000..f2484cd801 --- /dev/null +++ b/arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h @@ -0,0 +1,85 @@ +/* + * 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__ */ |