/* * Copyright (c) 2019 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/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.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 { CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::CLGEMMReshapedOnlyRHSKernelConfigurationBifrost(GPUTarget arch) : ICLGEMMKernelConfiguration(arch) { } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) { using ConfigurationFunctionExecutorPtr = std::pair (CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); // Configurations for Mali-G51 static std::map gemm_configs_G51 = { { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f32 }, { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f16 }, { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 } }; // Configurations for Mali-G76 static std::map gemm_configs_G76 = { { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f32 }, { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f16 }, { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 } }; // Configurations for Mali-G7x static std::map gemm_configs_G7x = { { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f32 }, { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f16 }, { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 } }; 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::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"); } 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"); } } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_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) { 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 { return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 4, false, true, false, true); } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f32(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, 2, 8, 1, h0, false, true, false, true); } else { return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f32(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 n0 = n < 1280? 2 : 4; const unsigned int h0 = std::max(n / n0, 1U); return configure_lhs_rhs_info(m, n, 1, n0, 4, 1, h0, false, true, false, true); } else { return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_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 { return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 4, false, true, false, true); } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f16(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, 2, 8, 1, h0, false, true, false, true); } else { return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f16(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 n0 = n < 1280? 2 : 4; const unsigned int h0 = std::max(n / n0, 1U); return configure_lhs_rhs_info(m, n, 1, n0, 8, 1, h0, false, true, false, true); } else { return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) { ARM_COMPUTE_UNUSED(k); ARM_COMPUTE_UNUSED(b); if(dot8_supported(CLKernelLibrary::get().get_device())) { if(m == 1) { const unsigned int h0 = std::max(n / 2, 1U); return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true); } else { const unsigned int h0 = std::max(n / 4, 1U); return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, h0, false, true, false, true); } } else { if(m == 1) { const unsigned int h0 = std::max(n / 2, 1U); return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, h0, false, true, false, true); } else { const unsigned int h0 = std::max(n / 4, 1U); return configure_lhs_rhs_info(m, n, 2, 2, 16, 1, h0, false, true, false, true); } } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_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, 2, 16, 1, h0, false, true, false, true); } else { return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, 2, false, true, false, true); } } std::pair CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_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 unsigned int h0 = std::max(n / 2, 1U); return configure_lhs_rhs_info(m, n, 4, 2, 16, 1, h0, false, true, false, true); } } } // namespace cl_gemm } // namespace arm_compute