From 1d480652b820317fc97ccbc3cb517e3b9e8be197 Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Wed, 23 Jan 2019 11:24:50 +0000 Subject: COMPMID-1867: Add u8 and s8 hybrid assembly kernels. Change-Id: Ifeb005f9d18d19feff11949474cce84d9e03749c Reviewed-on: https://review.mlplatform.org/565 Reviewed-by: Michalis Spyrou Tested-by: Arm Jenkins --- src/core/NEON/kernels/arm_gemm/gemm_int8.cpp | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) (limited to 'src/core/NEON/kernels/arm_gemm/gemm_int8.cpp') diff --git a/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp b/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp index 34dc8bc341..5811c2a1ce 100644 --- a/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp +++ b/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2019 ARM Limited. + * Copyright (c) 2017-2019 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -25,6 +25,7 @@ #include "arm_gemm.hpp" #include "gemm_common.hpp" +#include "gemm_hybrid.hpp" #include "gemm_implementation.hpp" #include "gemm_interleaved.hpp" #include "gemm_native.hpp" @@ -32,6 +33,7 @@ #include "kernels/a64_gemm_s16_12x8.hpp" #include "kernels/a64_gemm_s8_12x8.hpp" #include "kernels/a64_gemm_s8_4x4.hpp" +#include "kernels/a64_hybrid_s8s32_dot_16x4.hpp" #include "kernels/sve_interleaved_s8s32_dot_3VLx8.hpp" #include "kernels/sve_native_s8s32_dot_4VLx4.hpp" @@ -54,6 +56,13 @@ static const GemmImplementation gemm_s8_methods[] = { [](const GemmArgs &args) { return new GemmInterleaved(args); } }, #endif +{ + GemmMethod::GEMM_HYBRID, + "hybrid_s8s32_dot_16x4", + [](const GemmArgs &args) { return args._ci->has_dotprod() && args._Ksize>=16 && (args._Ksize % 16 == 0) && (args._Nsize % 16 == 0) && !args._trA && !args._trB && args._pretransposed_hint; }, + [](const GemmArgs &args) { return args._Nsize<=256 && args._Ksize>128; }, + [](const GemmArgs &args) { return new GemmHybrid(args); } +}, { GemmMethod::GEMM_INTERLEAVED, "gemm_s8_12x8", -- cgit v1.2.1