From a085a0c91c5b3061e616fa810d81be5798b240d8 Mon Sep 17 00:00:00 2001 From: SiCong Li Date: Wed, 2 Dec 2020 14:54:34 +0000 Subject: Rename the files and classes required by the OpenCL GEMM heuristic All existing kernel type selection heuristics CLGEMMKernelSelection are renamed to CLGEMMDefaultType All existing kernel configuration heuristics CLGEMMKernelConfiguration are renamed to CLGEMMDefaultConfig This refactoring is required to make room for tuner-based heuristics Resolves COMPMID-3842 Change-Id: I2c9f1029ad67f1e2808c79871698fc4486d45306 Signed-off-by: SiCong Li Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4639 Tested-by: Arm Jenkins Reviewed-by: Manuel Bottini Reviewed-by: Georgios Pinitas Comments-Addressed: Arm Jenkins --- .../CL/gemm/CLGEMMKernelSelectionValhall.cpp | 222 --------------------- 1 file changed, 222 deletions(-) delete mode 100644 src/runtime/CL/gemm/CLGEMMKernelSelectionValhall.cpp (limited to 'src/runtime/CL/gemm/CLGEMMKernelSelectionValhall.cpp') diff --git a/src/runtime/CL/gemm/CLGEMMKernelSelectionValhall.cpp b/src/runtime/CL/gemm/CLGEMMKernelSelectionValhall.cpp deleted file mode 100644 index da41859b87..0000000000 --- a/src/runtime/CL/gemm/CLGEMMKernelSelectionValhall.cpp +++ /dev/null @@ -1,222 +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/runtime/CL/gemm/CLGEMMKernelSelectionValhall.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include -#include - -namespace arm_compute -{ -namespace cl_gemm -{ -CLGEMMKernelSelectionValhall::CLGEMMKernelSelectionValhall(GPUTarget gpu) - : ICLGEMMKernelSelection(gpu) -{ -} - -CLGEMMKernelType CLGEMMKernelSelectionValhall::select_kernel(const CLGEMMKernelSelectionParams ¶ms) -{ - // _target could be used in the future to have a dedicated heuristic for each GPU IP - ARM_COMPUTE_UNUSED(_target); - - using FunctionExecutorPtr = CLGEMMKernelType (CLGEMMKernelSelectionValhall::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool is_rhs_constant); - - // Default configurations for Valhall architectures - static std::map gemm_default_configs = - { - { DataType::F32, &CLGEMMKernelSelectionValhall::default_f32 }, - { DataType::F16, &CLGEMMKernelSelectionValhall::default_f16 }, - { DataType::QASYMM8, &CLGEMMKernelSelectionValhall::default_q8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMKernelSelectionValhall::default_q8 }, - { DataType::QSYMM8, &CLGEMMKernelSelectionValhall::default_q8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMKernelSelectionValhall::default_q8 } - }; - - // Mali-G77 configurations - static std::map gemm_g77_configs = - { - { DataType::F32, &CLGEMMKernelSelectionValhall::default_f32 }, - { DataType::F16, &CLGEMMKernelSelectionValhall::g77_f16 }, - { DataType::QASYMM8, &CLGEMMKernelSelectionValhall::default_q8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMKernelSelectionValhall::default_q8 }, - { DataType::QSYMM8, &CLGEMMKernelSelectionValhall::default_q8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMKernelSelectionValhall::default_q8 } - }; - - const DataType data_type = params.data_type; - - switch(_target) - { - case GPUTarget::G77: - if(gemm_g77_configs.find(data_type) != gemm_g77_configs.end()) - { - return (this->*gemm_g77_configs[data_type])(params.m, params.n, params.k, params.b, params.is_rhs_constant); - } - ARM_COMPUTE_ERROR("Not supported data type"); - default: - if(gemm_default_configs.find(data_type) != gemm_default_configs.end()) - { - return (this->*gemm_default_configs[data_type])(params.m, params.n, params.k, params.b, params.is_rhs_constant); - } - ARM_COMPUTE_ERROR("Not supported data type"); - } -} - -CLGEMMKernelType CLGEMMKernelSelectionValhall::default_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool is_rhs_constant) -{ - ARM_COMPUTE_UNUSED(m, n, k, b); - - return is_rhs_constant ? CLGEMMKernelType::RESHAPED_ONLY_RHS : CLGEMMKernelType::NATIVE_V1; -} - -CLGEMMKernelType CLGEMMKernelSelectionValhall::default_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool is_rhs_constant) -{ - ARM_COMPUTE_UNUSED(m, n, k, b); - - return is_rhs_constant ? CLGEMMKernelType::RESHAPED_ONLY_RHS : CLGEMMKernelType::NATIVE_V1; -} - -CLGEMMKernelType CLGEMMKernelSelectionValhall::g77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool is_rhs_constant) -{ - if (!is_rhs_constant) - { - return CLGEMMKernelType::NATIVE_V1; - } - - if (m == 1) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - - 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(r_mk <= 0.6817956566810608) - { - if(workload <= 801.6000061035156) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - else - { - if(r_mn <= 0.0839829258620739) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - else - { - if(r_mk <= 0.24917218834161758) - { - return CLGEMMKernelType::RESHAPED; - } - else - { - if(workload <= 2551.75) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - else - { - if(workload <= 5061.574951171875) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - else - { - return CLGEMMKernelType::RESHAPED; - } - } - } - } - } - } - else - { - if(r_mk <= 4.849947690963745) - { - if(workload <= 17618.4501953125) - { - if(workload <= 5224.699951171875) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - else - { - if(r_nk <= 0.7933054566383362) - { - return CLGEMMKernelType::RESHAPED; - } - else - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - } - } - else - { - if(workload <= 20275.2001953125) - { - return CLGEMMKernelType::RESHAPED; - } - else - { - if(r_mk <= 3.07421875) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - else - { - return CLGEMMKernelType::RESHAPED; - } - } - } - } - else - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - } -} - -CLGEMMKernelType CLGEMMKernelSelectionValhall::default_q8(unsigned int m, unsigned int n, unsigned int k, unsigned int b, bool is_rhs_constant) -{ - ARM_COMPUTE_UNUSED(m, n, k, b); - - if(is_rhs_constant) - { - return CLGEMMKernelType::RESHAPED_ONLY_RHS; - } - else - { - return CLGEMMKernelType::NATIVE; - } -} -} // namespace cl_gemm -} // namespace arm_compute -- cgit v1.2.1