diff options
Diffstat (limited to 'src/runtime/CL/gemm/CLGEMMKernelSelectionValhall.cpp')
| -rw-r--r-- | src/runtime/CL/gemm/CLGEMMKernelSelectionValhall.cpp | 222 |
1 files changed, 0 insertions, 222 deletions
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 <map> -#include <utility> - -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<DataType, FunctionExecutorPtr> 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<DataType, FunctionExecutorPtr> 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<float>(m) / static_cast<float>(n); - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - const float r_nk = static_cast<float>(n) / static_cast<float>(k); - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(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 |