/* * 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 "arm_compute/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.h" #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/CL/gemm/CLGEMMHelpers.h" #include "arm_compute/core/GPUTarget.h" #include #include namespace arm_compute { namespace cl_gemm { CLGEMMReshapedOnlyRHSKernelConfigurationValhall::CLGEMMReshapedOnlyRHSKernelConfigurationValhall(GPUTarget gpu) : ICLGEMMKernelConfiguration(gpu) { } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) { using ConfigurationFunctionExecutorPtr = std::pair (CLGEMMReshapedOnlyRHSKernelConfigurationValhall::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); // Configurations for Mali-G77 static std::map gemm_configs_G77 = { { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f32 }, { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f16 }, { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8 }, { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8 }, { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8 }, { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::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 CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) { ARM_COMPUTE_UNUSED(k); ARM_COMPUTE_UNUSED(b); if(m == 1) { if(n > 2048) { return configure_lhs_rhs_info(m, n, 1, 8, 2, 1, 256, false, true, false, true); } else { return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 256, false, true, false, true); } } else { if(m > 300) { const int v0 = std::max(std::min(static_cast(n / 4), static_cast(256)), static_cast(1)); return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, v0, false, true, false, true); } else { const int v0 = std::max(std::min(static_cast(n / 4), static_cast(256)), static_cast(1)); return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, v0, false, true, false, true); } } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) { ARM_COMPUTE_UNUSED(k); ARM_COMPUTE_UNUSED(b); if(m == 1) { if(n > 2048) { const unsigned int h0 = std::max(n / 4, 1U); return configure_lhs_rhs_info(m, n, 1, 4, 4, 1, h0, false, true, false, true); } else { const unsigned int h0 = std::max(n / 2, 1U); return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, h0, false, true, false, true); } } else if (m < 128) { 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); } else { return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, false); } } else { 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, 4, 4, 1, h0, false, true, false, false); } else { if(k >= 512) { return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, false); } else { return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, false); } } } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) { ARM_COMPUTE_UNUSED(k); ARM_COMPUTE_UNUSED(b); 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); } 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); } else { return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, true); } } } } // namespace cl_gemm } // namespace arm_compute