/* ************************************************************************ * Copyright (C) 2020 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. * * ************************************************************************ */ #pragma once #ifndef TESTING_CSRIC0_HPP #define TESTING_CSRIC0_HPP #include "display.hpp" #include "flops.hpp" #include "gbyte.hpp" #include "hipsparse.hpp" #include "hipsparse_arguments.hpp" #include "hipsparse_test_unique_ptr.hpp" #include "unit.hpp" #include "utility.hpp" #include #include #include using namespace hipsparse; using namespace hipsparse_test; template void testing_csric02_bad_arg(const Arguments& argus) { #if(!defined(CUDART_VERSION)) int m = 100; int nnz = 100; int safe_size = 100; hipsparseSolvePolicy_t policy = HIPSPARSE_SOLVE_POLICY_USE_LEVEL; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr(new descr_struct); hipsparseMatDescr_t descr = unique_ptr_descr->descr; std::unique_ptr unique_ptr_csric02(new csric02_struct); csric02Info_t info = unique_ptr_csric02->info; auto dptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto dcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto dval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; auto dbuffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(char) * safe_size), device_free}; int* dptr = (int*)dptr_managed.get(); int* dcol = (int*)dcol_managed.get(); T* dval = (T*)dval_managed.get(); void* dbuffer = (void*)dbuffer_managed.get(); int size; int position; verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_bufferSize(handle, m, nnz, descr, dval, (int*)nullptr, dcol, info, &size), "Error: dptr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_bufferSize(handle, m, nnz, descr, dval, dptr, (int*)nullptr, info, &size), "Error: dcol is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_bufferSize(handle, m, nnz, descr, (T*)nullptr, dptr, dcol, info, &size), "Error: dval is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_bufferSize(handle, m, nnz, descr, dval, dptr, dcol, info, (int*)nullptr), "Error: size is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_bufferSize( handle, m, nnz, (hipsparseMatDescr_t) nullptr, dval, dptr, dcol, info, &size), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_bufferSize( handle, m, nnz, descr, dval, dptr, dcol, (csric02Info_t) nullptr, &size), "Error: info is nullptr"); verify_hipsparse_status_invalid_handle(hipsparseXcsric02_bufferSize( (hipsparseHandle_t) nullptr, m, nnz, descr, dval, dptr, dcol, info, &size)); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_analysis( handle, m, nnz, descr, dval, (int*)nullptr, dcol, info, policy, dbuffer), "Error: dptr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_analysis( handle, m, nnz, descr, dval, dptr, (int*)nullptr, info, policy, dbuffer), "Error: dcol is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_analysis( handle, m, nnz, descr, (T*)nullptr, dptr, dcol, info, policy, dbuffer), "Error: dval is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_analysis( handle, m, nnz, descr, dval, dptr, dcol, info, policy, (void*)nullptr), "Error: dbuffer is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_analysis( handle, m, nnz, (hipsparseMatDescr_t) nullptr, dval, dptr, dcol, info, policy, dbuffer), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_analysis( handle, m, nnz, descr, dval, dptr, dcol, (csric02Info_t) nullptr, policy, dbuffer), "Error: info is nullptr"); verify_hipsparse_status_invalid_handle(hipsparseXcsric02_analysis( (hipsparseHandle_t) nullptr, m, nnz, descr, dval, dptr, dcol, info, policy, dbuffer)); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02(handle, m, nnz, descr, dval, (int*)nullptr, dcol, info, policy, dbuffer), "Error: dptr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02(handle, m, nnz, descr, dval, dptr, (int*)nullptr, info, policy, dbuffer), "Error: dcol is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02(handle, m, nnz, descr, (T*)nullptr, dptr, dcol, info, policy, dbuffer), "Error: dval is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02(handle, m, nnz, descr, dval, dptr, dcol, info, policy, (void*)nullptr), "Error: dbuffer is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02( handle, m, nnz, (hipsparseMatDescr_t) nullptr, dval, dptr, dcol, info, policy, dbuffer), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02( handle, m, nnz, descr, dval, dptr, dcol, (csric02Info_t) nullptr, policy, dbuffer), "Error: info is nullptr"); verify_hipsparse_status_invalid_handle(hipsparseXcsric02( (hipsparseHandle_t) nullptr, m, nnz, descr, dval, dptr, dcol, info, policy, dbuffer)); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_zeroPivot(handle, info, (int*)nullptr), "Error: position is nullptr"); verify_hipsparse_status_invalid_pointer( hipsparseXcsric02_zeroPivot(handle, (csric02Info_t) nullptr, &position), "Error: info is nullptr"); verify_hipsparse_status_invalid_handle( hipsparseXcsric02_zeroPivot((hipsparseHandle_t) nullptr, info, &position)); #endif } template void testing_csric02(Arguments argus) { #if(!defined(CUDART_VERSION) || CUDART_VERSION < 13000) int m = argus.M; hipsparseIndexBase_t idx_base = argus.baseA; hipsparseSolvePolicy_t policy = argus.solve_policy; std::string filename = argus.filename; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr(new descr_struct); hipsparseMatDescr_t descr = unique_ptr_descr->descr; std::unique_ptr unique_ptr_csric02(new csric02_struct); csric02Info_t info = unique_ptr_csric02->info; // Set matrix index base CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr, idx_base)); srand(12345ULL); // Host structures std::vector hcsr_row_ptr; std::vector hcsr_col_ind; std::vector hcsr_val; // Read or construct CSR matrix int nnz = 0; CHECK_GENERATE_MATRIX_ERROR( generate_csr_matrix(filename, m, m, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, idx_base)); std::vector hcsr_val_orig(hcsr_val); // Allocate memory on device auto dptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (m + 1)), device_free}; auto dcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free}; auto dval_1_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free}; auto dval_2_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free}; auto d_analysis_pivot_2_managed = hipsparse_unique_ptr{device_malloc(sizeof(int)), device_free}; auto d_solve_pivot_2_managed = hipsparse_unique_ptr{device_malloc(sizeof(int)), device_free}; int* dptr = (int*)dptr_managed.get(); int* dcol = (int*)dcol_managed.get(); T* dval_1 = (T*)dval_1_managed.get(); T* dval_2 = (T*)dval_2_managed.get(); int* d_analysis_pivot_2 = (int*)d_analysis_pivot_2_managed.get(); int* d_solve_pivot_2 = (int*)d_solve_pivot_2_managed.get(); // copy data from CPU to device CHECK_HIP_ERROR( hipMemcpy(dptr, hcsr_row_ptr.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dcol, hcsr_col_ind.data(), sizeof(int) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dval_1, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dval_2, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); // Obtain csric02 buffer size int bufferSize; CHECK_HIPSPARSE_ERROR( hipsparseXcsric02_bufferSize(handle, m, nnz, descr, dval_1, dptr, dcol, info, &bufferSize)); // Allocate buffer on the device auto dbuffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(char) * bufferSize), device_free}; void* dbuffer = (void*)dbuffer_managed.get(); int h_analysis_pivot_gold; int h_analysis_pivot_1; int h_analysis_pivot_2; int h_solve_pivot_gold; int h_solve_pivot_1; int h_solve_pivot_2; hipsparseStatus_t status_analysis_1; hipsparseStatus_t status_analysis_2; hipsparseStatus_t status_solve_1; hipsparseStatus_t status_solve_2; if(argus.unit_check) { // csric02 analysis - host mode CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST)); CHECK_HIPSPARSE_ERROR(hipsparseXcsric02_analysis( handle, m, nnz, descr, dval_1, dptr, dcol, info, policy, dbuffer)); // Get pivot status_analysis_1 = hipsparseXcsric02_zeroPivot(handle, info, &h_analysis_pivot_1); if(h_analysis_pivot_1 != -1) { verify_hipsparse_status_zero_pivot(status_analysis_1, "expected HIPSPARSE_STATUS_ZERO_PIVOT"); } // csric02 analysis - device mode CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE)); CHECK_HIPSPARSE_ERROR(hipsparseXcsric02_analysis( handle, m, nnz, descr, dval_2, dptr, dcol, info, policy, dbuffer)); // Get pivot status_analysis_2 = hipsparseXcsric02_zeroPivot(handle, info, d_analysis_pivot_2); if(h_analysis_pivot_1 != -1) { verify_hipsparse_status_zero_pivot(status_analysis_2, "expected HIPSPARSE_STATUS_ZERO_PIVOT"); } // csric02 solve - host mode CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST)); CHECK_HIPSPARSE_ERROR( hipsparseXcsric02(handle, m, nnz, descr, dval_1, dptr, dcol, info, policy, dbuffer)); // Get pivot status_solve_1 = hipsparseXcsric02_zeroPivot(handle, info, &h_solve_pivot_1); if(h_solve_pivot_1 != -1) { verify_hipsparse_status_zero_pivot(status_solve_1, "expected HIPSPARSE_STATUS_ZERO_PIVOT"); } // csric02 solve - device mode CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE)); CHECK_HIPSPARSE_ERROR( hipsparseXcsric02(handle, m, nnz, descr, dval_2, dptr, dcol, info, policy, dbuffer)); // Get pivot status_solve_2 = hipsparseXcsric02_zeroPivot(handle, info, d_solve_pivot_2); if(h_solve_pivot_1 != -1) { verify_hipsparse_status_zero_pivot(status_solve_2, "expected HIPSPARSE_STATUS_ZERO_PIVOT"); } // Copy output from device to CPU std::vector result_1(nnz); std::vector result_2(nnz); CHECK_HIP_ERROR(hipMemcpy(result_1.data(), dval_1, sizeof(T) * nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(result_2.data(), dval_2, sizeof(T) * nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(&h_analysis_pivot_2, d_analysis_pivot_2, sizeof(int), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(&h_solve_pivot_2, d_solve_pivot_2, sizeof(int), hipMemcpyDeviceToHost)); // Host csric02 csric0(m, hcsr_row_ptr.data(), hcsr_col_ind.data(), hcsr_val.data(), idx_base, h_analysis_pivot_gold, h_solve_pivot_gold); #ifndef __HIP_PLATFORM_NVIDIA__ // Do not check pivots in cusparse unit_check_general(1, 1, 1, &h_analysis_pivot_gold, &h_analysis_pivot_1); unit_check_general(1, 1, 1, &h_analysis_pivot_gold, &h_analysis_pivot_2); unit_check_general(1, 1, 1, &h_solve_pivot_gold, &h_solve_pivot_1); unit_check_general(1, 1, 1, &h_solve_pivot_gold, &h_solve_pivot_2); #endif if(h_analysis_pivot_gold == -1 && h_solve_pivot_gold == -1) { unit_check_near(1, nnz, 1, hcsr_val.data(), result_1.data()); unit_check_near(1, nnz, 1, hcsr_val.data(), result_2.data()); } } if(argus.timing) { int number_cold_calls = 2; int number_hot_calls = argus.iters; CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST)); // Warm up for(int iter = 0; iter < number_cold_calls; ++iter) { CHECK_HIP_ERROR( hipMemcpy(dval_1, hcsr_val_orig.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); CHECK_HIPSPARSE_ERROR(hipsparseXcsric02( handle, m, nnz, descr, dval_1, dptr, dcol, info, policy, dbuffer)); } double gpu_time_used = 0; // Solve run for(int iter = 0; iter < number_hot_calls; ++iter) { CHECK_HIP_ERROR( hipMemcpy(dval_1, hcsr_val_orig.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); double temp = get_time_us(); CHECK_HIPSPARSE_ERROR(hipsparseXcsric02( handle, m, nnz, descr, dval_1, dptr, dcol, info, policy, dbuffer)); gpu_time_used += (get_time_us() - temp); } gpu_time_used = gpu_time_used / number_hot_calls; double gbyte_count = csric0_gbyte_count(m, nnz); double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count); display_timing_info(display_key_t::M, m, display_key_t::nnz, nnz, display_key_t::solve_policy, hipsparse_solvepolicy2string(policy), display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } #endif } #endif // TESTING_CSRIC0_HPP