/*! \file */ /* ************************************************************************ * Copyright (c) 2020-2021 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. * * ************************************************************************ */ #include "testing.hpp" #include "auto_testing_bad_arg.hpp" template void testing_coo2dense_bad_arg(const Arguments& arg) { static const size_t safe_size = 100; // Create rocsparse handle rocsparse_local_handle local_handle; // Create rocsparse descriptor rocsparse_local_mat_descr local_descr; rocsparse_handle handle = local_handle; rocsparse_int m = safe_size; rocsparse_int n = safe_size; rocsparse_int nnz = safe_size; const rocsparse_mat_descr descr = local_descr; const T* coo_val = (const T*)0x4; const rocsparse_int* coo_row_ind = (const rocsparse_int*)0x4; const rocsparse_int* coo_col_ind = (const rocsparse_int*)0x4; T* A = (T*)0x4; rocsparse_int lda = safe_size; #define PARAMS handle, m, n, nnz, descr, coo_val, coo_row_ind, coo_col_ind, A, lda auto_testing_bad_arg(rocsparse_coo2dense, PARAMS); #undef PARAMS } template void testing_coo2dense(const Arguments& arg) { rocsparse_int M = arg.M; rocsparse_int N = arg.N; rocsparse_int LD = arg.denseld; rocsparse_local_handle handle; rocsparse_local_mat_descr descr; rocsparse_set_mat_index_base(descr, arg.baseA); // Argument sanity check before allocating invalid memory if(M <= 0 || N <= 0 || LD < M) { rocsparse_status expected_status = (((M == 0 && N >= 0) || (M >= 0 && N == 0)) && (LD >= M)) ? rocsparse_status_success : rocsparse_status_invalid_size; EXPECT_ROCSPARSE_STATUS( rocsparse_coo2dense( handle, M, N, 100, descr, nullptr, nullptr, nullptr, (T*)nullptr, LD), expected_status); return; } // Allocate memory. host_vector h_dense_val(LD * N); device_vector d_dense_val(LD * N); host_vector h_nnzPerRow(M); device_vector d_nnzPerRow(M); if(!d_nnzPerRow || !d_dense_val || !h_nnzPerRow || !h_dense_val) { CHECK_HIP_ERROR(hipErrorOutOfMemory); return; } rocsparse_seedrand(); // Random initialization of the matrix. for(rocsparse_int i = 0; i < LD; ++i) { for(rocsparse_int j = 0; j < N; ++j) { h_dense_val[j * LD + i] = -2; } } for(rocsparse_int i = 0; i < M; ++i) { for(rocsparse_int j = 0; j < N; ++j) { h_dense_val[j * LD + i] = random_generator(0, 9); } } // Transfer. CHECK_HIP_ERROR(hipMemcpy(d_dense_val, h_dense_val, sizeof(T) * LD * N, hipMemcpyHostToDevice)); rocsparse_int nnz; CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR(rocsparse_nnz( handle, rocsparse_direction_row, M, N, descr, d_dense_val, LD, d_nnzPerRow, &nnz)); // Transfer. CHECK_HIP_ERROR( hipMemcpy(h_nnzPerRow, d_nnzPerRow, sizeof(rocsparse_int) * M, hipMemcpyDeviceToHost)); host_vector h_coo_row_ind(std::max(nnz, 1)); host_vector h_coo_val(std::max(nnz, 1)); host_vector h_coo_col_ind(std::max(nnz, 1)); if(!h_coo_row_ind || !h_coo_val || !h_coo_col_ind) { CHECK_HIP_ERROR(hipErrorOutOfMemory); return; } device_vector d_coo_row_ind(nnz); device_vector d_coo_val(nnz); device_vector d_coo_col_ind(nnz); if(!d_coo_row_ind || !d_coo_val || !d_coo_col_ind) { CHECK_HIP_ERROR(hipErrorOutOfMemory); return; } // Convert the dense matrix to a compressed sparse matrix. CHECK_ROCSPARSE_ERROR(rocsparse_dense2coo(handle, M, N, descr, d_dense_val, LD, d_nnzPerRow, d_coo_val, d_coo_row_ind, d_coo_col_ind)); // Copy on host. CHECK_HIP_ERROR( hipMemcpy(h_coo_val, d_coo_val, sizeof(T) * std::max(nnz, 1), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(h_coo_row_ind, d_coo_row_ind, sizeof(rocsparse_int) * std::max(nnz, 1), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(h_coo_col_ind, d_coo_col_ind, sizeof(rocsparse_int) * std::max(nnz, 1), hipMemcpyDeviceToHost)); if(arg.unit_check) { CHECK_ROCSPARSE_ERROR(rocsparse_coo2dense(handle, M, N, nnz, descr, d_coo_val, d_coo_row_ind, d_coo_col_ind, (T*)d_dense_val, LD)); host_vector gpu_dense_val(LD * N); CHECK_HIP_ERROR( hipMemcpy(gpu_dense_val, d_dense_val, sizeof(T) * LD * N, hipMemcpyDeviceToHost)); host_vector cpu_dense_val = h_dense_val; host_coo_to_dense(M, N, nnz, rocsparse_get_mat_index_base(descr), h_coo_val, h_coo_row_ind, h_coo_col_ind, cpu_dense_val, LD, rocsparse_order_column); h_dense_val.unit_check(cpu_dense_val); h_dense_val.unit_check(gpu_dense_val); } if(arg.timing) { int number_cold_calls = 2; int number_hot_calls = arg.iters; // Warm-up for(int iter = 0; iter < number_cold_calls; ++iter) { CHECK_ROCSPARSE_ERROR(rocsparse_coo2dense(handle, M, N, nnz, descr, d_coo_val, d_coo_row_ind, d_coo_col_ind, (T*)d_dense_val, LD)); } double gpu_time_used = get_time_us(); { // Performance run for(int iter = 0; iter < number_hot_calls; ++iter) { CHECK_ROCSPARSE_ERROR(rocsparse_coo2dense(handle, M, N, nnz, descr, d_coo_val, d_coo_row_ind, d_coo_col_ind, (T*)d_dense_val, LD)); } } gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls; double gbyte_count = coo2dense_gbyte_count(M, N, nnz); double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count); display_timing_info("M", M, "N", N, "LD", LD, "nnz", nnz, s_timing_info_bandwidth, gpu_gbyte, s_timing_info_time, get_gpu_time_msec(gpu_time_used), "iter", number_hot_calls, "verified", (arg.unit_check ? "yes" : "no")); } } #define INSTANTIATE(TYPE) \ template void testing_coo2dense_bad_arg(const Arguments& arg); \ template void testing_coo2dense(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex);