/*! \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 "rocsparse/rocsparse.h" #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[]) { // Query device int ndev; HIP_CHECK(hipGetDeviceCount(&ndev)); if(ndev < 1) { std::cerr << "No HIP device found" << std::endl; return -1; } // Query device properties hipDeviceProp_t prop; HIP_CHECK(hipGetDeviceProperties(&prop, 0)); std::cout << "Device: " << prop.name << std::endl; // rocSPARSE handle rocsparse_handle handle; ROCSPARSE_CHECK(rocsparse_create_handle(&handle)); // Print rocSPARSE version and revision int ver; char rev[64]; ROCSPARSE_CHECK(rocsparse_get_version(handle, &ver)); ROCSPARSE_CHECK(rocsparse_get_git_rev(handle, rev)); std::cout << "rocSPARSE version: " << ver / 100000 << "." << ver / 100 % 1000 << "." << ver % 100 << "-" << rev << std::endl; // Input data // Number of unknowns const rocsparse_int m = 4; // Number of batches and stride const rocsparse_int batch_count = 2; const rocsparse_int batch_stride = 543; double ds[m * batch_stride]; double dl[m * batch_stride]; double d[m * batch_stride]; double du[m * batch_stride]; double dw[m * batch_stride]; double B[m * batch_stride]; // Penta-diagonal matrix A ds[batch_stride * 0 + 0] = 0; ds[batch_stride * 1 + 0] = 0; ds[batch_stride * 2 + 0] = 8; ds[batch_stride * 3 + 0] = 12; dl[batch_stride * 0 + 0] = 0; dl[batch_stride * 1 + 0] = 4; dl[batch_stride * 2 + 0] = 9; dl[batch_stride * 3 + 0] = 13; d[batch_stride * 0 + 0] = 1; d[batch_stride * 1 + 0] = 5; d[batch_stride * 2 + 0] = 10; d[batch_stride * 3 + 0] = 14; du[batch_stride * 0 + 0] = 2; du[batch_stride * 1 + 0] = 6; du[batch_stride * 2 + 0] = 11; du[batch_stride * 3 + 0] = 0; dw[batch_stride * 0 + 0] = 3; dw[batch_stride * 1 + 0] = 7; dw[batch_stride * 2 + 0] = 0; dw[batch_stride * 3 + 0] = 0; B[batch_stride * 0 + 0] = 1; B[batch_stride * 1 + 0] = 2; B[batch_stride * 2 + 0] = 3; B[batch_stride * 3 + 0] = 4; // Penta-diagonal matrix B ds[batch_stride * 0 + 1] = 0; ds[batch_stride * 1 + 1] = 0; ds[batch_stride * 2 + 1] = 22; ds[batch_stride * 3 + 1] = 26; dl[batch_stride * 0 + 1] = 0; dl[batch_stride * 1 + 1] = 18; dl[batch_stride * 2 + 1] = 23; dl[batch_stride * 3 + 1] = 27; d[batch_stride * 0 + 1] = 15; d[batch_stride * 1 + 1] = 19; d[batch_stride * 2 + 1] = 24; d[batch_stride * 3 + 1] = 28; du[batch_stride * 0 + 1] = 16; du[batch_stride * 1 + 1] = 20; du[batch_stride * 2 + 1] = 25; du[batch_stride * 3 + 1] = 0; dw[batch_stride * 0 + 1] = 17; dw[batch_stride * 1 + 1] = 21; dw[batch_stride * 2 + 1] = 0; dw[batch_stride * 3 + 1] = 0; B[batch_stride * 0 + 1] = 5; B[batch_stride * 1 + 1] = 6; B[batch_stride * 2 + 1] = 7; B[batch_stride * 3 + 1] = 8; double G[m * batch_stride]; // Offload data to device double* d_ds; double* d_dl; double* d_d; double* d_du; double* d_dw; double* d_X; HIP_CHECK(hipMalloc((void**)&d_ds, sizeof(double) * m * batch_stride)); HIP_CHECK(hipMalloc((void**)&d_dl, sizeof(double) * m * batch_stride)); HIP_CHECK(hipMalloc((void**)&d_d, sizeof(double) * m * batch_stride)); HIP_CHECK(hipMalloc((void**)&d_du, sizeof(double) * m * batch_stride)); HIP_CHECK(hipMalloc((void**)&d_dw, sizeof(double) * m * batch_stride)); HIP_CHECK(hipMalloc((void**)&d_X, sizeof(double) * m * batch_stride)); HIP_CHECK(hipMemcpy(d_ds, ds, sizeof(double) * m * batch_stride, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(d_dl, dl, sizeof(double) * m * batch_stride, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(d_d, d, sizeof(double) * m * batch_stride, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(d_du, du, sizeof(double) * m * batch_stride, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(d_dw, dw, sizeof(double) * m * batch_stride, hipMemcpyHostToDevice)); HIP_CHECK(hipMemcpy(d_X, B, sizeof(double) * m * batch_stride, hipMemcpyHostToDevice)); // Query buffer size size_t buffer_size; ROCSPARSE_CHECK(rocsparse_dgpsv_interleaved_batch_buffer_size(handle, rocsparse_gpsv_interleaved_alg_qr, m, d_ds, d_dl, d_d, d_du, d_dw, d_X, batch_count, batch_stride, &buffer_size)); // Allocate temporary buffer void* temp_buffer; HIP_CHECK(hipMalloc(&temp_buffer, buffer_size)); // Run gpsv ROCSPARSE_CHECK(rocsparse_dgpsv_interleaved_batch(handle, rocsparse_gpsv_interleaved_alg_qr, m, d_ds, d_dl, d_d, d_du, d_dw, d_X, batch_count, batch_stride, temp_buffer)); // Free temporary buffer HIP_CHECK(hipFree(temp_buffer)); // Copy result back to the host HIP_CHECK(hipMemcpy(G, d_X, sizeof(double) * m * batch_stride, hipMemcpyDeviceToHost)); // Print result for(int b = 0; b < batch_count; ++b) { printf("Batch #%d:", b); for(int i = 0; i < m; ++i) { printf(" %lf", G[batch_stride * i + b]); } printf("\n"); } // Clear rocSPARSE ROCSPARSE_CHECK(rocsparse_destroy_handle(handle)); // Clear device memory HIP_CHECK(hipFree(d_ds)); HIP_CHECK(hipFree(d_dl)); HIP_CHECK(hipFree(d_d)); HIP_CHECK(hipFree(d_du)); HIP_CHECK(hipFree(d_dw)); HIP_CHECK(hipFree(d_X)); return 0; }