/* ************************************************************************ * Copyright (c) 2021 Advanced Micro Devices, Inc. * * 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_BSRSV2_HPP #define TESTING_BSRSV2_HPP #include "hipsparse.hpp" #include "hipsparse_test_unique_ptr.hpp" #include "unit.hpp" #include "utility.hpp" #include using namespace hipsparse; using namespace hipsparse_test; void testing_bsrsm2_bad_arg(void) { #ifdef __HIP_PLATFORM_AMD__ int mb = 100; int nrhs = 100; int nnzb = 100; int block_dim = 100; int safe_size = 100; float alpha = 0.6; int ldb = 100; int ldx = 100; hipsparseDirection_t dirA = HIPSPARSE_DIRECTION_ROW; hipsparseOperation_t transA = HIPSPARSE_OPERATION_NON_TRANSPOSE; hipsparseOperation_t transX = HIPSPARSE_OPERATION_NON_TRANSPOSE; 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_info(new bsrsm2_struct); bsrsm2Info_t info = unique_ptr_info->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(float) * safe_size), device_free}; auto dB_managed = hipsparse_unique_ptr{device_malloc(sizeof(float) * safe_size), device_free}; auto dX_managed = hipsparse_unique_ptr{device_malloc(sizeof(float) * safe_size), device_free}; auto dbuf_managed = hipsparse_unique_ptr{device_malloc(sizeof(char) * safe_size), device_free}; int* dptr = (int*)dptr_managed.get(); int* dcol = (int*)dcol_managed.get(); float* dval = (float*)dval_managed.get(); float* dB = (float*)dB_managed.get(); float* dX = (float*)dX_managed.get(); void* dbuf = (void*)dbuf_managed.get(); if(!dval || !dptr || !dcol || !dB || !dX || !dbuf) { PRINT_IF_HIP_ERROR(hipErrorOutOfMemory); return; } // testing hipsparseXbsrsm2_bufferSize int size; verify_hipsparse_status_invalid_handle(hipsparseXbsrsm2_bufferSize(nullptr, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, dcol, block_dim, info, &size)); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_bufferSize(handle, dirA, transA, transX, mb, nrhs, nnzb, nullptr, dval, dptr, dcol, block_dim, info, &size), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_bufferSize(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, (float*)nullptr, dptr, dcol, block_dim, info, &size), "Error: dval is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_bufferSize(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, nullptr, dcol, block_dim, info, &size), "Error: dptr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_bufferSize(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, nullptr, block_dim, info, &size), "Error: dcol is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_bufferSize(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, dcol, block_dim, nullptr, &size), "Error: info is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_bufferSize(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, dcol, block_dim, info, nullptr), "Error: size is nullptr"); // testing hipsparseXbsrsm2_analysis verify_hipsparse_status_invalid_handle(hipsparseXbsrsm2_analysis(nullptr, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, dcol, block_dim, info, policy, dbuf)); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_analysis(handle, dirA, transA, transX, mb, nrhs, nnzb, nullptr, dval, dptr, dcol, block_dim, info, policy, dbuf), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_analysis(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, (const float*)nullptr, dptr, dcol, block_dim, info, policy, dbuf), "Error: dval is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_analysis(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, nullptr, dcol, block_dim, info, policy, dbuf), "Error: dptr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_analysis(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, nullptr, block_dim, info, policy, dbuf), "Error: dcol is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_analysis(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, dcol, block_dim, nullptr, policy, dbuf), "Error: info is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_analysis(handle, dirA, transA, transX, mb, nrhs, nnzb, descr, dval, dptr, dcol, block_dim, info, policy, nullptr), "Error: dbuf is nullptr"); // testing hipsparseXbsrsm2_solve verify_hipsparse_status_invalid_handle(hipsparseXbsrsm2_solve(nullptr, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, dval, dptr, dcol, block_dim, info, dB, ldb, dX, ldx, policy, dbuf)); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, (const float*)nullptr, descr, dval, dptr, dcol, block_dim, info, dB, ldb, dX, ldx, policy, dbuf), "Error: alpha is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, nullptr, dval, dptr, dcol, block_dim, info, dB, ldb, dX, ldx, policy, dbuf), "Error: descr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, (const float*)nullptr, dptr, dcol, block_dim, info, dB, ldb, dX, ldx, policy, dbuf), "Error: dval is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, dval, nullptr, dcol, block_dim, info, dB, ldb, dX, ldx, policy, dbuf), "Error: dptr is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, dval, dptr, nullptr, block_dim, info, dB, ldb, dX, ldx, policy, dbuf), "Error: dcol is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, dval, dptr, dcol, block_dim, nullptr, dB, ldb, dX, ldx, policy, dbuf), "Error: info is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, dval, dptr, dcol, block_dim, info, (const float*)nullptr, ldb, dX, ldx, policy, dbuf), "Error: dB is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, dval, dptr, dcol, block_dim, info, dB, ldb, (float*)nullptr, ldx, policy, dbuf), "Error: dX is nullptr"); verify_hipsparse_status_invalid_pointer(hipsparseXbsrsm2_solve(handle, dirA, transA, transX, mb, nrhs, nnzb, &alpha, descr, dval, dptr, dcol, block_dim, info, dB, ldb, dX, ldx, policy, nullptr), "Error: dbuf is nullptr"); #endif } template hipsparseStatus_t testing_bsrsm2(void) { T h_alpha = make_DataType(2.0); int nrhs = 15; // Determine absolute path of test matrix // Get current executables absolute path // Matrices are stored at the same path in matrices directory std::string filename = hipsparse_exepath() + "../matrices/nos3.bin"; // hipSPARSE handle and opaque structs std::unique_ptr test_handle(new handle_struct); hipsparseHandle_t handle = test_handle->handle; std::unique_ptr test_descr(new descr_struct); hipsparseMatDescr_t descr = test_descr->descr; std::unique_ptr unique_ptr_bsrsm2_info(new bsrsm2_struct); bsrsm2Info_t info = unique_ptr_bsrsm2_info->info; // Host structures std::vector hcsr_row_ptr; std::vector hcsr_col_ind; std::vector hcsr_val; // Initial Data on CPU srand(12345ULL); int m; int n; int nnz; if(read_bin_matrix(filename.c_str(), m, n, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, HIPSPARSE_INDEX_BASE_ZERO) != 0) { fprintf(stderr, "Cannot open [read] %s\n", filename.c_str()); return HIPSPARSE_STATUS_INTERNAL_ERROR; } int block_dim = 3; int mb = (m + block_dim - 1) / block_dim; int ldb = m; int ldx = m; std::vector hB(mb * block_dim * nrhs); std::vector hX_1(mb * block_dim * nrhs); std::vector hX_2(mb * block_dim * nrhs); std::vector hX_gold(mb * block_dim * nrhs); hipsparseInit(hB, m, nrhs); // Allocate memory on device auto dcsr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (m + 1)), device_free}; auto dcsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free}; auto dcsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free}; auto dbsr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (mb + 1)), device_free}; auto dB_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * mb * block_dim * nrhs), device_free}; auto dX_1_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * mb * block_dim * nrhs), device_free}; auto dX_2_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * mb * block_dim * nrhs), device_free}; auto dalpha_managed = hipsparse_unique_ptr{device_malloc(sizeof(T)), device_free}; auto dpos_managed = hipsparse_unique_ptr{device_malloc(sizeof(int)), device_free}; int* dcsr_row_ptr = (int*)dcsr_row_ptr_managed.get(); int* dcsr_col_ind = (int*)dcsr_col_ind_managed.get(); T* dcsr_val = (T*)dcsr_val_managed.get(); int* dbsr_row_ptr = (int*)dbsr_row_ptr_managed.get(); T* dB = (T*)dB_managed.get(); T* dX_1 = (T*)dX_1_managed.get(); T* dX_2 = (T*)dX_2_managed.get(); T* dalpha = (T*)dalpha_managed.get(); int* dposition = (int*)dpos_managed.get(); if(!dcsr_val || !dcsr_row_ptr || !dcsr_col_ind || !dbsr_row_ptr || !dB || !dX_1 || !dX_2 || !dalpha || !dposition) { verify_hipsparse_status_success( HIPSPARSE_STATUS_ALLOC_FAILED, "!dcsr_val || !dcsr_row_ptr || !dcsr_col_ind || !dbsr_row_ptr || !dB || !dX_1 || !dX_2 " "|| !dalpha || !dposition"); return HIPSPARSE_STATUS_ALLOC_FAILED; } // copy data from CPU to device CHECK_HIP_ERROR( hipMemcpy(dcsr_row_ptr, hcsr_row_ptr.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice)); CHECK_HIP_ERROR( hipMemcpy(dcsr_col_ind, hcsr_col_ind.data(), sizeof(int) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dcsr_val, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dB, hB.data(), sizeof(T) * m * nrhs, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dalpha, &h_alpha, sizeof(T), hipMemcpyHostToDevice)); // Convert to BSR int nnzb; CHECK_HIPSPARSE_ERROR(hipsparseXcsr2bsrNnz(handle, HIPSPARSE_DIRECTION_ROW, m, m, descr, dcsr_row_ptr, dcsr_col_ind, block_dim, descr, dbsr_row_ptr, &nnzb)); auto dbsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnzb), device_free}; auto dbsr_val_managed = hipsparse_unique_ptr{ device_malloc(sizeof(T) * nnzb * block_dim * block_dim), device_free}; int* dbsr_col_ind = (int*)dbsr_col_ind_managed.get(); T* dbsr_val = (T*)dbsr_val_managed.get(); if(!dbsr_val || !dbsr_col_ind) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!dbsr_val || !dbsr_col_ind"); return HIPSPARSE_STATUS_ALLOC_FAILED; } CHECK_HIPSPARSE_ERROR(hipsparseXcsr2bsr(handle, HIPSPARSE_DIRECTION_ROW, m, m, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, block_dim, descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind)); // Obtain bsrsm2 buffer size int size; CHECK_HIPSPARSE_ERROR(hipsparseXbsrsm2_bufferSize(handle, HIPSPARSE_DIRECTION_ROW, HIPSPARSE_OPERATION_NON_TRANSPOSE, HIPSPARSE_OPERATION_NON_TRANSPOSE, mb, nrhs, nnzb, descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, block_dim, info, &size)); // Allocate buffer on the device auto dbuffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(char) * size), device_free}; void* dbuffer = (void*)dbuffer_managed.get(); if(!dbuffer) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!dbuffer"); return HIPSPARSE_STATUS_ALLOC_FAILED; } // bsrsm2 analysis CHECK_HIPSPARSE_ERROR(hipsparseXbsrsm2_analysis(handle, HIPSPARSE_DIRECTION_ROW, HIPSPARSE_OPERATION_NON_TRANSPOSE, HIPSPARSE_OPERATION_NON_TRANSPOSE, mb, nrhs, nnzb, descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, block_dim, info, HIPSPARSE_SOLVE_POLICY_USE_LEVEL, dbuffer)); int pos_analysis; hipsparseStatus_t pivot_analysis = hipsparseXbsrsm2_zeroPivot(handle, info, &pos_analysis); // HIPSPARSE pointer mode host CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST)); CHECK_HIPSPARSE_ERROR(hipsparseXbsrsm2_solve(handle, HIPSPARSE_DIRECTION_ROW, HIPSPARSE_OPERATION_NON_TRANSPOSE, HIPSPARSE_OPERATION_NON_TRANSPOSE, mb, nrhs, nnzb, &h_alpha, descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, block_dim, info, dB, ldb, dX_1, ldx, HIPSPARSE_SOLVE_POLICY_USE_LEVEL, dbuffer)); int hposition_1; hipsparseStatus_t pivot_status_1 = hipsparseXbsrsm2_zeroPivot(handle, info, &hposition_1); // HIPSPARSE pointer mode device CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE)); CHECK_HIPSPARSE_ERROR(hipsparseXbsrsm2_solve(handle, HIPSPARSE_DIRECTION_ROW, HIPSPARSE_OPERATION_NON_TRANSPOSE, HIPSPARSE_OPERATION_NON_TRANSPOSE, mb, nrhs, nnzb, dalpha, descr, dbsr_val, dbsr_row_ptr, dbsr_col_ind, block_dim, info, dB, ldb, dX_2, ldx, HIPSPARSE_SOLVE_POLICY_USE_LEVEL, dbuffer)); hipsparseStatus_t pivot_status_2 = hipsparseXbsrsm2_zeroPivot(handle, info, dposition); // Copy output from device to CPU int hposition_2; CHECK_HIP_ERROR(hipMemcpy(hX_1.data(), dX_1, sizeof(T) * m * nrhs, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hX_2.data(), dX_2, sizeof(T) * m * nrhs, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(&hposition_2, dposition, sizeof(int), hipMemcpyDeviceToHost)); // Host bsrsm2 std::vector hbsr_row_ptr(mb + 1); std::vector hbsr_col_ind(nnzb); std::vector hbsr_val(nnzb * block_dim * block_dim); CHECK_HIP_ERROR(hipMemcpy( hbsr_row_ptr.data(), dbsr_row_ptr, sizeof(int) * (mb + 1), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(hbsr_col_ind.data(), dbsr_col_ind, sizeof(int) * nnzb, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hbsr_val.data(), dbsr_val, sizeof(T) * nnzb * block_dim * block_dim, hipMemcpyDeviceToHost)); int struct_position_gold; int numeric_position_gold; bsrsm(mb, nrhs, nnzb, HIPSPARSE_DIRECTION_ROW, HIPSPARSE_OPERATION_NON_TRANSPOSE, HIPSPARSE_OPERATION_NON_TRANSPOSE, h_alpha, hbsr_row_ptr.data(), hbsr_col_ind.data(), hbsr_val.data(), block_dim, hB.data(), ldb, hX_gold.data(), ldx, HIPSPARSE_DIAG_TYPE_NON_UNIT, HIPSPARSE_FILL_MODE_LOWER, HIPSPARSE_INDEX_BASE_ZERO, &struct_position_gold, &numeric_position_gold); unit_check_general(1, 1, 1, &struct_position_gold, &pos_analysis); unit_check_general(1, 1, 1, &numeric_position_gold, &hposition_1); unit_check_general(1, 1, 1, &numeric_position_gold, &hposition_2); if(hposition_1 != -1) { verify_hipsparse_status_zero_pivot(pivot_status_1, "expected HIPSPARSE_STATUS_ZERO_PIVOT"); return HIPSPARSE_STATUS_SUCCESS; } if(hposition_2 != -1) { verify_hipsparse_status_zero_pivot(pivot_status_2, "expected HIPSPARSE_STATUS_ZERO_PIVOT"); return HIPSPARSE_STATUS_SUCCESS; } unit_check_near(m, nrhs, ldx, hX_gold.data(), hX_1.data()); unit_check_near(m, nrhs, ldx, hX_gold.data(), hX_2.data()); return HIPSPARSE_STATUS_SUCCESS; } #endif // TESTING_BSRSV2_HPP