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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2020-11-02 01:37:17 +0000 |
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committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2020-11-12 15:59:25 +0000 |
commit | c0b6f76561580414f08633a804fc548ccad65659 (patch) | |
tree | 4d46b7f479de04f799e29095392948aeb370c029 /src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_fp32_mla_6x16.hpp | |
parent | 824061d9910ebb42cbe46b677c0b843db212c9a2 (diff) | |
download | ComputeLibrary-c0b6f76561580414f08633a804fc548ccad65659.tar.gz |
COMPMID-3776: Indirect GEMM
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I51a1b0f098bc3a8c408c50c92221e4df3061e12c
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4343
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_fp32_mla_6x16.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_fp32_mla_6x16.hpp | 102 |
1 files changed, 102 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_fp32_mla_6x16.hpp b/src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_fp32_mla_6x16.hpp new file mode 100644 index 0000000000..e0c61e4113 --- /dev/null +++ b/src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_fp32_mla_6x16.hpp @@ -0,0 +1,102 @@ +/* + * Copyright (c) 2019-2020 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. + */ +#pragma once +#ifdef __aarch64__ + +#include "../performance_parameters.hpp" +#include "../std_transforms_fixed.hpp" + +#define ARGLIST \ + unsigned int, const unsigned int *, \ + IndirectInputArg<float>, \ + size_t, size_t, \ + const float *, \ + IndirectOutputArg<float>, \ + const float *, Activation, bool + +namespace arm_gemm +{ + +// Actual kernel implementations +void a64_hybrid_fp32_mla_6x16( ARGLIST ); + +class cls_a64_hybrid_fp32_mla_6x16 +{ +public: + typedef float operand_type; + typedef float result_type; + + typedef void (*kern_type)( ARGLIST ); + + /* Kernel blocking parameters */ + static constexpr unsigned int out_height() + { + return 6; + } + + static unsigned int out_width() + { + return 16; + } + + static constexpr unsigned int k_unroll() + { + return 1; + } + + static constexpr bool supports_accumulate() + { + return true; + } + + static PerformanceParameters get_performance_parameters(const CPUInfo *ci) { + switch (ci->get_cpu_model()) { + case CPUModel::A55r1: + return { 2.00 }; + + case CPUModel::A53: + return { 1.43 }; + + case CPUModel::A73: + return { 2.56 }; + + default: + return { 6.26 }; + } + } + + StdTransformsFixed<operand_type, result_type, 6, 16, 1> transforms = {}; + + // Default to the generic kernel + kern_type kernel=a64_hybrid_fp32_mla_6x16; + + cls_a64_hybrid_fp32_mla_6x16(const CPUInfo *) + { + } +}; + +} // namespace arm_gemm + +#undef ARGLIST +#endif // __aarch64__ |