/*! \file */ /* ************************************************************************ * Copyright (C) 2021-2025 Advanced Micro Devices, Inc. All rights Reserved. * * 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 "utils.hpp" #include "rocsparse/rocsparse.h" #include #include #include #include #include #include #define HIP_CHECK(stat) \ { \ if(stat != hipSuccess) \ { \ std::cerr << "Error: hip error in line " << __LINE__ << std::endl; \ return -1; \ } \ } #define ROCSPARSE_CHECK(stat) \ { \ if(stat != rocsparse_status_success) \ { \ std::cerr << "Error: rocsparse error in line " << __LINE__ << std::endl; \ return -1; \ } \ } int main(int argc, char* argv[]) { // Parse command line if(argc < 2) { std::cerr << argv[0] << " [ ]" << std::endl; return -1; } rocsparse_int ndim = atoi(argv[1]); int trials = 200; int batch_size = 1; if(argc > 2) { trials = atoi(argv[2]); } if(argc > 3) { batch_size = atoi(argv[3]); } // rocSPARSE handle rocsparse_handle handle; ROCSPARSE_CHECK(rocsparse_create_handle(&handle)); hipDeviceProp_t devProp; int device_id = 0; HIP_CHECK(hipGetDevice(&device_id)); HIP_CHECK(hipGetDeviceProperties(&devProp, device_id)); std::cout << "Device: " << devProp.name << std::endl; rocsparse_int m = ndim; rocsparse_int n = 32; rocsparse_int ldb = m; // Generate problem std::vector hdl(m, 1.0); std::vector hd(m, 1.0); std::vector hdu(m, 1.0); std::vector hB(ldb * n, 1.0); double* ddl = NULL; double* dd = NULL; double* ddu = NULL; double* dB = NULL; HIP_CHECK(hipMalloc((void**)&ddl, sizeof(double) * m)); HIP_CHECK(hipMalloc((void**)&dd, sizeof(double) * m)); HIP_CHECK(hipMalloc((void**)&ddu, sizeof(double) * m)); HIP_CHECK(hipMalloc((void**)&dB, sizeof(double) * ldb * n)); // Copy data to device HIP_CHECK(hipMemcpy(ddl, hdl.data(), sizeof(double) * m, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dd, hd.data(), sizeof(double) * m, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(ddu, hdu.data(), sizeof(double) * m, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(dB, hB.data(), sizeof(double) * ldb * n, hipMemcpyHostToDevice)); // Obtain required buffer size size_t buffer_size; ROCSPARSE_CHECK(rocsparse_dgtsv_buffer_size(handle, m, n, ddl, dd, ddu, dB, ldb, &buffer_size)); // Allocate temporary buffer std::cout << "Allocating " << (buffer_size >> 10) << "kB temporary storage buffer" << std::endl; void* temp_buffer; HIP_CHECK(hipMalloc(&temp_buffer, buffer_size)); // Warm up for(int i = 0; i < 10; ++i) { ROCSPARSE_CHECK(rocsparse_dgtsv(handle, m, n, ddl, dd, ddu, dB, ldb, temp_buffer)); } // Device synchronization HIP_CHECK(hipDeviceSynchronize()); // Start time measurement double time = utils_time_us(); // Call dgtsv to peform tri-diagonal solve for(int i = 0; i < trials; ++i) { for(int j = 0; j < batch_size; ++j) { ROCSPARSE_CHECK(rocsparse_dgtsv(handle, m, n, ddl, dd, ddu, dB, ldb, temp_buffer)); // Device synchronization HIP_CHECK(hipDeviceSynchronize()); } } double solve_time = (utils_time_us() - time) / (trials * batch_size * 1e3); double bandwidth = (sizeof(double) * (size_t(3) * m + size_t(2) * m * n)) / solve_time / 1e6; // Print result HIP_CHECK(hipMemcpy(hB.data(), dB, sizeof(double) * ldb * n, hipMemcpyDeviceToHost)); std::cout.precision(2); std::cout.setf(std::ios::fixed); std::cout.setf(std::ios::left); std::cout << std::endl << "### rocsparse_dgtsv ###" << std::endl; std::cout << std::setw(12) << "m" << std::setw(12) << "n" << std::setw(12) << "GB/s" << std::setw(12) << "solve msec" << std::endl; std::cout << std::setw(12) << m << std::setw(12) << n << std::setw(12) << bandwidth << std::setw(12) << solve_time << std::endl; // Clear rocSPARSE ROCSPARSE_CHECK(rocsparse_destroy_handle(handle)); // Clear device memory HIP_CHECK(hipFree(ddl)); HIP_CHECK(hipFree(dd)); HIP_CHECK(hipFree(ddu)); HIP_CHECK(hipFree(dB)); HIP_CHECK(hipFree(temp_buffer)); return 0; }