From 379549191246f7742d8175edd88d8cff8de3feda Mon Sep 17 00:00:00 2001 From: Gian Marco Iodice Date: Mon, 12 Apr 2021 17:34:33 +0100 Subject: Add GEMM heuristic for Mali-G78 - Replace std::map with a basic container with std::array Change-Id: I76f53ca61676ca0e5136ce61a3f3adb10e22b4c3 Signed-off-by: Gian Marco Iodice Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5441 Reviewed-by: Michele Di Giorgio Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins --- .../CLGEMMDefaultConfigReshapedRHSOnlyBifrost.cpp | 106 ++---- .../CLGEMMDefaultConfigReshapedRHSOnlyValhall.cpp | 389 ++++++++++++++++++--- .../CLGEMMDefaultConfigReshapedRHSOnlyValhall.h | 4 +- 3 files changed, 379 insertions(+), 120 deletions(-) (limited to 'src/core/CL/gemm/reshaped_only_rhs') diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyBifrost.cpp b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyBifrost.cpp index 7e6ef72f34..3645a0e141 100644 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyBifrost.cpp +++ b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyBifrost.cpp @@ -31,7 +31,6 @@ #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "src/core/CL/gemm/CLGEMMHelpers.h" -#include #include namespace arm_compute @@ -50,89 +49,42 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn using ConfigurationFunctionExecutorPtr = std::pair (CLGEMMDefaultConfigReshapedRHSOnlyBifrost::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - // Configurations for Mali-G51 - static std::map gemm_configs_G51 = - { - { DataType::F32, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_f32 }, - { DataType::F16, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_f16 }, - { DataType::QASYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_u8 }, - { DataType::QSYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_u8 } - }; - - // Configurations for Mali-G52 - static std::map gemm_configs_G52 = - { - { DataType::F32, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G52_f32 }, - { DataType::F16, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G52_f16 }, - { DataType::QASYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 }, - { DataType::QSYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 } - }; - - // Configurations for Mali-G76 - static std::map gemm_configs_G76 = - { - { DataType::F32, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_f32 }, - { DataType::F16, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_f16 }, - { DataType::QASYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_u8 }, - { DataType::QSYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_u8 } - }; - - // Configurations for Mali-G7x - static std::map gemm_configs_G7x = - { - { DataType::F32, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_f32 }, - { DataType::F16, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_f16 }, - { DataType::QASYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 }, - { DataType::QSYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8 } - }; + CLGEMMConfigArray configs_G51(&CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_f32, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_f16, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G51_u8); + + CLGEMMConfigArray configs_G52(&CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G52_f32, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G52_f16, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8); + + CLGEMMConfigArray configs_G76(&CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_f32, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_f16, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G76_u8); + + CLGEMMConfigArray configs_G7x(&CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_f32, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_f16, + &CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_u8); + + ConfigurationFunctionExecutorPtr func = nullptr; switch(_target) { case GPUTarget::G76: - if(gemm_configs_G76.find(data_type) != gemm_configs_G76.end()) - { - return (this->*gemm_configs_G76[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - case GPUTarget::G52: - if(gemm_configs_G52.find(data_type) != gemm_configs_G52.end()) - { - return (this->*gemm_configs_G52[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } + func = configs_G76.get_function(data_type); + break; case GPUTarget::G51: - if(gemm_configs_G51.find(data_type) != gemm_configs_G51.end()) - { - return (this->*gemm_configs_G51[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } + func = configs_G51.get_function(data_type); + break; + case GPUTarget::G52: + func = configs_G52.get_function(data_type); + break; default: - if(gemm_configs_G7x.find(data_type) != gemm_configs_G7x.end()) - { - return (this->*gemm_configs_G7x[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } + func = configs_G7x.get_function(data_type); + break; } + + ARM_COMPUTE_ERROR_ON_MSG(func == nullptr, "Data type not support for GEMM"); + return (this->*func)(m, n, k, b); } std::pair CLGEMMDefaultConfigReshapedRHSOnlyBifrost::configure_G7x_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.cpp b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.cpp index a0d38e44ae..a3f0509eda 100644 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.cpp +++ b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.cpp @@ -31,7 +31,6 @@ #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "src/core/CL/gemm/CLGEMMHelpers.h" -#include #include namespace arm_compute @@ -50,30 +49,29 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn using ConfigurationFunctionExecutorPtr = std::pair (CLGEMMDefaultConfigReshapedRHSOnlyValhall::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - // Configurations for Mali-G77 - static std::map gemm_configs_G77 = - { - { DataType::F32, &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_f32 }, - { DataType::F16, &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_f16 }, - { DataType::QASYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_u8 }, - { DataType::QSYMM8, &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_u8 } - }; + CLGEMMConfigArray configs_G77(&CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_f32, + &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_f16, + &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_u8); + + CLGEMMConfigArray configs_G78(&CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G78_f32, + &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G78_f16, + &CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_u8); + + ConfigurationFunctionExecutorPtr func = nullptr; switch(_target) { + case GPUTarget::G78: + func = configs_G78.get_function(data_type); + break; case GPUTarget::G77: default: - if(gemm_configs_G77.find(data_type) != gemm_configs_G77.end()) - { - return (this->*gemm_configs_G77[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } + func = configs_G77.get_function(data_type); + break; } + + ARM_COMPUTE_ERROR_ON_MSG(func == nullptr, "Data type not support for GEMM"); + return (this->*func)(m, n, k, b); } std::pair CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) @@ -93,8 +91,8 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn GEMMRHSMatrixInfo rhs_info_img; const unsigned int h0 = std::max(n / 4, 1U); - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 1, 4, 8, 1, 16, false, true, false, false, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 1, 4, 4, 1, h0, false, true, false, true, false); + std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 1, 4, 8, 1, 16, 0, 1, 0, 0, 1); + std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 1, 4, 4, 1, h0, 0, 1, 0, 1, 0); return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), std::make_pair(lhs_info_buf, rhs_info_buf), @@ -102,18 +100,18 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn } else { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 8, false, true, false, false, false); + return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 8, 0, 1, 0, 0, 0); } } else { if(r_mk <= 0.020312500186264515) { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 4, false, true, false, false, false); + return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 4, 0, 1, 0, 0, 0); } else { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 16, false, true, false, true, false); + return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 16, 0, 1, 0, 1, 0); } } } @@ -127,7 +125,7 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn { if(workload <= 747.1999816894531) { - return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); + return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, 0, 1, 0, 1, 0); } else { @@ -135,8 +133,8 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn GEMMRHSMatrixInfo rhs_info_buf; GEMMLHSMatrixInfo lhs_info_img; GEMMRHSMatrixInfo rhs_info_img; - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 2, false, false, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); + std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 2, 0, 0, 0, 1, 1); + std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, 0, 1, 0, 1, 0); return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), std::make_pair(lhs_info_buf, rhs_info_buf), @@ -149,7 +147,7 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn { if(r_mk <= 0.028125000186264515) { - return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); + return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, 0, 1, 0, 1, 0); } else { @@ -157,8 +155,8 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn GEMMRHSMatrixInfo rhs_info_buf; GEMMLHSMatrixInfo lhs_info_img; GEMMRHSMatrixInfo rhs_info_img; - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 2, false, false, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); + std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 2, 0, 0, 0, 1, 1); + std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, 0, 1, 0, 1, 0); return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), std::make_pair(lhs_info_buf, rhs_info_buf), @@ -171,8 +169,8 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn GEMMRHSMatrixInfo rhs_info_buf; GEMMLHSMatrixInfo lhs_info_img; GEMMRHSMatrixInfo rhs_info_img; - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, false, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 16, false, true, false, true, false); + std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, 0, 1, 0, 0, 1); + std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 16, 0, 1, 0, 1, 0); return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), std::make_pair(lhs_info_buf, rhs_info_buf), @@ -192,11 +190,11 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn const unsigned int h0 = std::max(n / 2, 1U); if(n <= 836.0) { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true, false); + return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, 0, 1, 0, 1, 0); } else { - return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, h0, false, true, false, true, false); + return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, h0, 0, 1, 0, 1, 0); } } else if(m < 128) @@ -204,11 +202,11 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn const int h0 = std::max(std::min(static_cast(n / 4), static_cast(256)), static_cast(1)); if(k >= 512) { - return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, false); + return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, 0, 1, 0, 0); } else { - return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, false); + return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, 0, 1, 0, 0); } } else @@ -216,17 +214,17 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn const int h0 = std::max(std::min(static_cast(n / 4), static_cast(256)), static_cast(1)); if(n >= 64) { - return configure_lhs_rhs_info(m, n, 4, 8, 4, 1, h0, false, true, false, false); + return configure_lhs_rhs_info(m, n, 4, 8, 4, 1, h0, 0, 1, 0, 0); } else { if(k >= 512) { - return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, false); + return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, 0, 1, 0, 0); } else { - return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, false); + return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, 0, 1, 0, 0); } } } @@ -240,18 +238,325 @@ std::pair CLGEMMDefaultConfigReshapedRHSOn if(m == 1) { const unsigned int h0 = std::max(n / 2, 1U); - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, h0, false, true, false, true); + return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, h0, 0, 1, 0, 1); } else { const int h0 = std::max(std::min(static_cast(n / 4), static_cast(256)), static_cast(1)); if(m >= 28) { - return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, h0, false, true, false, true); + return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, h0, 0, 1, 0, 1); + } + else + { + return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, 0, 1, 0, 1); + } + } +} + +std::pair CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G78_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) +{ + const float r_mn = static_cast(m) / static_cast(n); + const float r_mk = static_cast(m) / static_cast(k); + const float r_nk = static_cast(n) / static_cast(k); + const float workload = (static_cast(m) * static_cast(n) * static_cast(b)) / 20.0f; + + if(m == 1) + { + if(workload <= 278.7000f) + { + if(workload <= 7.5000f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, 2, 0, 1, 1, 0, 0); + } + else + { + if(r_mn <= 0.0031f) + { + if(workload <= 256.6000f) + { + if(workload <= 16.7500f) + { + if(r_nk <= 1.6671f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 32, 0, 0, 0, 1, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, 2, 0, 1, 1, 0, 0); + } + } + else + { + return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 32, 0, 0, 0, 1, 0); + } + } + else + { + return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 32, 0, 0, 0, 1, 0); + } + } + else + { + if(r_mk <= 0.0027f) + { + if(r_mk <= 0.0014f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 32, 0, 0, 0, 1, 0); + } + else + { + if(workload <= 8.9500f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, 2, 0, 1, 1, 0, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 32, 0, 0, 0, 1, 0); + } + } + } + else + { + if(workload <= 14.1500f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, 2, 0, 1, 1, 0, 0); + } + else + { + if(r_mk <= 0.0041f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 32, 0, 0, 0, 1, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, 2, 0, 1, 1, 0, 0); + } + } + } + } + } + } + else + { + if(workload <= 363.7000f) + { + if(r_mk <= 0.0031f) + { + return configure_lhs_rhs_info(m, n, 1, 4, 2, 1, 32, 0, 1, 0, 1, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 1, 4, 4, 1, 32, 0, 1, 0, 1, 0); + } + } + else + { + return configure_lhs_rhs_info(m, n, 1, 4, 2, 1, 32, 0, 1, 0, 1, 0); + } + } + } + else + { + if(workload <= 1384.8000f) + { + if(workload <= 704.0000f) + { + return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 32, 0, 1, 0, 1, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 4, 0, 0, 0, 1, 1); + } + } + else + { + if(workload <= 16761.6006f) + { + if(r_mn <= 187.1250f) + { + return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 16, 0, 0, 0, 1, 1); + } + else + { + return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 4, 0, 0, 0, 1, 1); + } + } + else + { + if(r_mk <= 432.4630f) + { + return configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 16, 0, 0, 0, 1, 1); + } + else + { + return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 16, 0, 1, 0, 1, 1); + } + } + } + } +} + +std::pair CLGEMMDefaultConfigReshapedRHSOnlyValhall::configure_G78_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) +{ + const float r_mn = static_cast(m) / static_cast(n); + const float r_mk = static_cast(m) / static_cast(k); + const float r_nk = static_cast(n) / static_cast(k); + const float workload = (static_cast(m) * static_cast(n) * static_cast(b)) / 20.0f; + + if(m == 1) + { + if(r_mn <= 0.0038f) + { + if(workload <= 353.9000f) + { + if(workload <= 278.7000f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 32, 0, 0, 1, 0, 0); + } + else + { + if(r_mk <= 0.0004f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 32, 0, 0, 1, 0, 0); + } + else + { + if(r_mk <= 0.0030f) + { + return configure_lhs_rhs_info(m, n, 1, 8, 4, 1, 8, 0, 1, 1, 0, 1); + } + else + { + return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 32, 0, 0, 1, 0, 0); + } + } + } + } + else + { + if(r_nk <= 1.9384f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 32, 0, 0, 1, 0, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 1, 8, 4, 1, 8, 0, 1, 1, 0, 1); + } + } } else { - return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, true); + if(r_nk <= 1.0368f) + { + return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 32, 0, 0, 1, 0, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 32, 0, 0, 1, 0, 0); + } + } + } + else + { + if(workload <= 1422.4000f) + { + if(workload <= 704.0000f) + { + return configure_lhs_rhs_info(m, n, 2, 2, 8, 1, 32, 0, 0, 1, 0, 0); + } + else + { + if(workload <= 1197.6000f) + { + return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 8, 0, 1, 1, 0, 1); + } + else + { + if(workload <= 1241.6000f) + { + return configure_lhs_rhs_info(m, n, 2, 8, 8, 1, 16, 0, 1, 1, 0, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 8, 0, 1, 1, 0, 1); + } + } + } + } + else + { + if(workload <= 2769.6000f) + { + if(workload <= 1846.4000f) + { + if(r_mn <= 2.4927f) + { + return configure_lhs_rhs_info(m, n, 2, 8, 8, 1, 16, 0, 1, 1, 0, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 4, 4, 8, 1, 32, 0, 1, 1, 0, 0); + } + } + else + { + if(r_mn <= 0.6261f) + { + return configure_lhs_rhs_info(m, n, 4, 4, 8, 1, 32, 0, 1, 1, 0, 0); + } + else + { + if(r_mk <= 3.4453f) + { + if(r_mn <= 1.4135f) + { + return configure_lhs_rhs_info(m, n, 2, 8, 8, 1, 16, 0, 1, 1, 0, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 4, 4, 8, 1, 32, 0, 1, 1, 0, 0); + } + } + else + { + return configure_lhs_rhs_info(m, n, 2, 8, 8, 1, 16, 0, 1, 1, 0, 0); + } + } + } + } + else + { + if(r_nk <= 0.0302f) + { + return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 8, 0, 1, 1, 0, 1); + } + else + { + if(r_mk <= 181.3750f) + { + return configure_lhs_rhs_info(m, n, 4, 4, 8, 1, 32, 0, 1, 1, 0, 0); + } + else + { + if(workload <= 28035.2002f) + { + return configure_lhs_rhs_info(m, n, 2, 8, 8, 1, 16, 0, 1, 1, 0, 0); + } + else + { + if(r_mk <= 808.6667f) + { + return configure_lhs_rhs_info(m, n, 4, 4, 8, 1, 32, 0, 1, 1, 0, 0); + } + else + { + return configure_lhs_rhs_info(m, n, 2, 8, 8, 1, 16, 0, 1, 1, 0, 0); + } + } + } + } + } } } } diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.h b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.h index 94c6a43c21..a3b556c441 100644 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.h +++ b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMDefaultConfigReshapedRHSOnlyValhall.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2020 Arm Limited. + * Copyright (c) 2020-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -46,6 +46,8 @@ public: private: std::pair configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); std::pair configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); + std::pair configure_G78_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); + std::pair configure_G78_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); std::pair configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); }; } // namespace cl_gemm -- cgit v1.2.1