diff options
author | SiCong Li <sicong.li@arm.com> | 2020-12-02 14:54:34 +0000 |
---|---|---|
committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2020-12-03 23:17:44 +0000 |
commit | a085a0c91c5b3061e616fa810d81be5798b240d8 (patch) | |
tree | b7f880f948969ff1383f671f36ca17f4d38f32fe /src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp | |
parent | cd22cbfd02a4fcb49cb40622372a13b865db80ee (diff) | |
download | ComputeLibrary-a085a0c91c5b3061e616fa810d81be5798b240d8.tar.gz |
Rename the files and classes required by the OpenCL GEMM heuristic
All existing kernel type selection heuristics
CLGEMMKernelSelection<Architecture> are renamed to
CLGEMMDefaultType<Architecture>
All existing kernel configuration heuristics
CLGEMM<KernelType>KernelConfiguration<Architecture> are renamed to
CLGEMMDefaultConfig<KernelType><Architecture>
This refactoring is required to make room for tuner-based heuristics
Resolves COMPMID-3842
Change-Id: I2c9f1029ad67f1e2808c79871698fc4486d45306
Signed-off-by: SiCong Li <sicong.li@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4639
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Manuel Bottini <manuel.bottini@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp')
-rw-r--r-- | src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp | 228 |
1 files changed, 0 insertions, 228 deletions
diff --git a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp b/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp deleted file mode 100644 index 4fd446f647..0000000000 --- a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp +++ /dev/null @@ -1,228 +0,0 @@ -/* - * Copyright (c) 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. - */ -#include "src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -CLGEMMReshapedKernelConfigurationValhall::CLGEMMReshapedKernelConfigurationValhall(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMReshapedKernelConfigurationValhall::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - - // Configurations for Mali-G77 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G77 = - { - { DataType::F32, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_f32 }, - { DataType::F16, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 } - }; - - switch(_target) - { - 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"); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 8, 16, 16, true, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 4, 4, 2, 16, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - const float r_mn = static_cast<float>(m) / static_cast<float>(n); - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - const float r_nk = static_cast<float>(n) / static_cast<float>(k); - - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 4, false, false, true, false, false); - - if(r_mk <= 0.11824845522642136) - { - if(workload <= 880.0) - { - return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 4, false, false, true, false, false); - } - else - { - if(r_nk <= 0.42521367967128754) - { - if(workload <= 1726.4000244140625) - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 2, false, false, true, false, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - else - { - if(workload <= 1241.6000366210938) - { - return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 4, false, false, true, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 4, false, false, true, false, false); - } - } - } - } - else - { - if(workload <= 11404.7998046875) - { - if(r_mk <= 1.0126488208770752) - { - if(r_mn <= 2.545312523841858) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 4, false, false, true, false, false); - } - } - else - { - if(workload <= 2881.199951171875) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, false, false, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - } - else - { - if(r_nk <= 0.5765306055545807) - { - if(r_mn <= 6.010416746139526) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, false, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, false, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 16, 4, 1, false, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 16, 2, 2, false, true, false, true); - } -} -} // namespace cl_gemm -} // namespace arm_compute |