/* * 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/runtime/CL/gemm_reshaped/CLGEMMReshapedConfigurationBifrost.h" #include "arm_compute/core/GPUTarget.h" #include "arm_compute/runtime/CL/CLScheduler.h" #include namespace arm_compute { namespace cl_gemm { namespace { std::pair configure_gemm_reshaped(unsigned int m, unsigned int n, unsigned int m0, unsigned int n0, unsigned int k0, unsigned int v0, unsigned int h0, bool lhs_interleave, bool rhs_interleave) { GEMMLHSMatrixInfo lhs_info; GEMMRHSMatrixInfo rhs_info; // Configure GEMMLHSMatrixInfo lhs_info.m0 = m0; lhs_info.k0 = k0; lhs_info.v0 = ((m / (lhs_info.m0 * v0)) == 0) ? 1 : v0; lhs_info.interleave = lhs_interleave; lhs_info.transpose = false; // Configure GEMMRHSMatrixInfo rhs_info.n0 = n0; rhs_info.k0 = lhs_info.k0; rhs_info.h0 = ((n / (rhs_info.n0 * h0)) == 0) ? 1 : h0; rhs_info.interleave = rhs_interleave; rhs_info.transpose = true; return std::make_pair(lhs_info, rhs_info); } } // namespace std::pair CLGEMMReshapedConfigurationBifrost::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) { ARM_COMPUTE_ERROR_ON(data_type != DataType::F32 && data_type != DataType::QASYMM8); ARM_COMPUTE_UNUSED(data_type); const GPUTarget gpu_target = CLScheduler::get().target(); using ConfigurationFunctionExecutorPtr = std::pair (CLGEMMReshapedConfigurationBifrost::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); // Configurations for Mali-G76 static std::map gemm_reshaped_configs_G76 = { { DataType::F32, &CLGEMMReshapedConfigurationBifrost::configure_G76_f32 }, { DataType::QASYMM8, &CLGEMMReshapedConfigurationBifrost::configure_G76_u8 } }; // Configurations for Mali-G7x static std::map gemm_reshaped_configs_G7x = { { DataType::F32, &CLGEMMReshapedConfigurationBifrost::configure_G7x_f32 }, { DataType::QASYMM8, &CLGEMMReshapedConfigurationBifrost::configure_G7x_u8 } }; switch(gpu_target) { case GPUTarget::G76: return (this->*gemm_reshaped_configs_G76[data_type])(m, n, k, b); default: return (this->*gemm_reshaped_configs_G7x[data_type])(m, n, k, b); } } std::pair CLGEMMReshapedConfigurationBifrost::configure_G7x_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_gemm_reshaped(m, n, 4, 2, 8, 16, 16, true, false); } else { return configure_gemm_reshaped(m, n, 5, 4, 4, 2, 16, false, true); } } std::pair CLGEMMReshapedConfigurationBifrost::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(n <= 4) { return configure_gemm_reshaped(m, n, 4, 2, 16, 2, 2, true, false); } else { return configure_gemm_reshaped(m, n, 4, 4, 16, 2, 2, true, false); } } else { if(n <= 4) { return configure_gemm_reshaped(m, n, 4, 2, 8, 2, 2, true, false); } else { return configure_gemm_reshaped(m, n, 6, 4, 4, 2, 2, true, true); } } } std::pair CLGEMMReshapedConfigurationBifrost::configure_G76_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_gemm_reshaped(m, n, 4, 2, 8, 16, 16, true, false); } else { return configure_gemm_reshaped(m, n, 4, 4, 2, 8, 16, false, false); } } std::pair CLGEMMReshapedConfigurationBifrost::configure_G76_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_gemm_reshaped(m, n, 4, 2, 16, 4, 1, false, false); } else { return configure_gemm_reshaped(m, n, 4, 4, 16, 2, 2, false, true); } } } // namespace cl_gemm } // namespace arm_compute