/* ************************************************************************ * Copyright (c) 2019 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_CSR2HYB_HPP #define TESTING_CSR2HYB_HPP #include #include "gbyte.hpp" #include "rocsparse_check.hpp" #include "rocsparse_host.hpp" #include "rocsparse_init.hpp" #include "rocsparse_math.hpp" #include "rocsparse_random.hpp" #include "rocsparse_test.hpp" #include "rocsparse_vector.hpp" #include "utility.hpp" template void testing_csr2hyb_bad_arg(const Arguments& arg) { static const size_t safe_size = 100; // Create rocsparse handle rocsparse_local_handle handle; // Create matrix descriptor rocsparse_local_mat_descr descr; // Create hyb matrix rocsparse_local_hyb_mat hyb; // Allocate memory on device device_vector dcsr_row_ptr(safe_size); device_vector dcsr_col_ind(safe_size); device_vector dcsr_val(safe_size); if(!dcsr_row_ptr || !dcsr_col_ind || !dcsr_val) { CHECK_HIP_ERROR(hipErrorOutOfMemory); return; } // Test rocsparse_csr2hyb() EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(nullptr, safe_size, safe_size, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, 0, rocsparse_hyb_partition_auto), rocsparse_status_invalid_handle); EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, safe_size, safe_size, nullptr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, 0, rocsparse_hyb_partition_auto), rocsparse_status_invalid_pointer); EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, safe_size, safe_size, descr, nullptr, dcsr_row_ptr, dcsr_col_ind, hyb, 0, rocsparse_hyb_partition_auto), rocsparse_status_invalid_pointer); EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, safe_size, safe_size, descr, dcsr_val, nullptr, dcsr_col_ind, hyb, 0, rocsparse_hyb_partition_auto), rocsparse_status_invalid_pointer); EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, safe_size, safe_size, descr, dcsr_val, dcsr_row_ptr, nullptr, hyb, 0, rocsparse_hyb_partition_auto), rocsparse_status_invalid_pointer); EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, safe_size, safe_size, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, nullptr, 0, rocsparse_hyb_partition_auto), rocsparse_status_invalid_pointer); } template void testing_csr2hyb(const Arguments& arg) { rocsparse_int M = arg.M; rocsparse_int N = arg.N; rocsparse_int K = arg.K; rocsparse_int dim_x = arg.dimx; rocsparse_int dim_y = arg.dimy; rocsparse_int dim_z = arg.dimz; rocsparse_index_base base = arg.baseA; rocsparse_matrix_init mat = arg.matrix; rocsparse_hyb_partition part = arg.part; rocsparse_int user_ell_width = arg.algo; bool full_rank = false; std::string filename = arg.timing ? arg.filename : rocsparse_exepath() + "../matrices/" + arg.filename + ".csr"; // Create rocsparse handle rocsparse_local_handle handle; // Create matrix descriptor rocsparse_local_mat_descr descr; // Create hyb matrix rocsparse_local_hyb_mat hyb; // Set matrix index base CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base)); // Argument sanity check before allocating invalid memory if(M <= 0 || N <= 0) { static const size_t safe_size = 100; // Allocate memory on device device_vector dcsr_row_ptr(safe_size); device_vector dcsr_col_ind(safe_size); device_vector dcsr_val(safe_size); if(!dcsr_row_ptr || !dcsr_col_ind || !dcsr_val) { CHECK_HIP_ERROR(hipErrorOutOfMemory); return; } EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, M, N, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, user_ell_width, part), (M < 0 || N < 0) ? rocsparse_status_invalid_size : rocsparse_status_success); return; } // Allocate host memory for CSR matrix host_vector hcsr_row_ptr; host_vector hcsr_col_ind; host_vector hcsr_val; host_vector hhyb_ell_col_ind_gold; host_vector hhyb_ell_val_gold; host_vector hhyb_coo_row_ind_gold; host_vector hhyb_coo_col_ind_gold; host_vector hhyb_coo_val_gold; rocsparse_seedrand(); // Sample matrix rocsparse_int nnz; rocsparse_init_csr_matrix(hcsr_row_ptr, hcsr_col_ind, hcsr_val, M, N, K, dim_x, dim_y, dim_z, nnz, base, mat, filename.c_str(), false, full_rank); // Allocate device memory device_vector dcsr_row_ptr(M + 1); device_vector dcsr_col_ind(nnz); device_vector dcsr_val(nnz); if(!dcsr_row_ptr || !dcsr_col_ind || !dcsr_val) { CHECK_HIP_ERROR(hipErrorOutOfMemory); return; } // Copy data from CPU to device CHECK_HIP_ERROR(hipMemcpy( dcsr_row_ptr, hcsr_row_ptr, sizeof(rocsparse_int) * (M + 1), hipMemcpyHostToDevice)); CHECK_HIP_ERROR( hipMemcpy(dcsr_col_ind, hcsr_col_ind, sizeof(rocsparse_int) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dcsr_val, hcsr_val, sizeof(T) * nnz, hipMemcpyHostToDevice)); // User width check if(part == rocsparse_hyb_partition_user) { // ELL width -33 means we take a reasonable pre-computed width user_ell_width = (user_ell_width == -33) ? nnz / M : user_ell_width; // Test invalid user_ell_width rocsparse_int max_allowed = (2 * nnz - 1) / M + 1; if(user_ell_width < 0 || user_ell_width > max_allowed) { EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, M, N, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, user_ell_width, part), rocsparse_status_invalid_value); return; } } // Max width check if(part == rocsparse_hyb_partition_max) { // Compute max ELL width rocsparse_int ell_max_width = 0; for(rocsparse_int i = 0; i < M; ++i) { ell_max_width = std::max(hcsr_row_ptr[i + 1] - hcsr_row_ptr[i], ell_max_width); } rocsparse_int width_limit = (2 * nnz - 1) / M + 1; if(ell_max_width > width_limit) { EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb(handle, M, N, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, user_ell_width, part), rocsparse_status_invalid_value); return; } } if(arg.unit_check) { CHECK_ROCSPARSE_ERROR(rocsparse_csr2hyb( handle, M, N, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, user_ell_width, part)); // Copy output to host rocsparse_hyb_mat ptr = hyb; test_hyb* dhyb = reinterpret_cast(ptr); rocsparse_int ell_nnz = dhyb->ell_nnz; rocsparse_int coo_nnz = dhyb->coo_nnz; host_vector hhyb_ell_col_ind(ell_nnz); host_vector hhyb_ell_val(ell_nnz); host_vector hhyb_coo_row_ind(coo_nnz); host_vector hhyb_coo_col_ind(coo_nnz); host_vector hhyb_coo_val(coo_nnz); // Copy output to host CHECK_HIP_ERROR(hipMemcpy(hhyb_ell_col_ind, dhyb->ell_col_ind, sizeof(rocsparse_int) * ell_nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(hhyb_ell_val, dhyb->ell_val, sizeof(T) * ell_nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hhyb_coo_row_ind, dhyb->coo_row_ind, sizeof(rocsparse_int) * coo_nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hhyb_coo_col_ind, dhyb->coo_col_ind, sizeof(rocsparse_int) * coo_nnz, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR( hipMemcpy(hhyb_coo_val, dhyb->coo_val, sizeof(T) * coo_nnz, hipMemcpyDeviceToHost)); // CPU csr2hyb rocsparse_int ell_width_gold = user_ell_width; rocsparse_int ell_nnz_gold; rocsparse_int coo_nnz_gold; host_csr_to_hyb(M, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, hhyb_ell_col_ind_gold, hhyb_ell_val_gold, ell_width_gold, ell_nnz_gold, hhyb_coo_row_ind_gold, hhyb_coo_col_ind_gold, hhyb_coo_val_gold, coo_nnz_gold, part, base); unit_check_general(1, 1, 1, &M, &dhyb->m); unit_check_general(1, 1, 1, &N, &dhyb->n); unit_check_general(1, 1, 1, &ell_width_gold, &dhyb->ell_width); unit_check_general(1, 1, 1, &ell_nnz_gold, &dhyb->ell_nnz); unit_check_general(1, 1, 1, &coo_nnz_gold, &dhyb->coo_nnz); unit_check_general(1, ell_nnz, 1, hhyb_ell_col_ind_gold, hhyb_ell_col_ind); unit_check_general(1, ell_nnz, 1, hhyb_ell_val_gold, hhyb_ell_val); unit_check_general(1, coo_nnz, 1, hhyb_coo_row_ind_gold, hhyb_coo_row_ind); unit_check_general(1, coo_nnz, 1, hhyb_coo_col_ind_gold, hhyb_coo_col_ind); unit_check_general(1, coo_nnz, 1, hhyb_coo_val_gold, hhyb_coo_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_csr2hyb(handle, M, N, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, user_ell_width, part)); } double gpu_time_used = get_time_us(); // Performance run for(int iter = 0; iter < number_hot_calls; ++iter) { CHECK_ROCSPARSE_ERROR(rocsparse_csr2hyb(handle, M, N, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, user_ell_width, part)); } gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls; rocsparse_hyb_mat ptr = hyb; test_hyb* dhyb = reinterpret_cast(ptr); rocsparse_int ell_nnz = dhyb->ell_nnz; rocsparse_int coo_nnz = dhyb->coo_nnz; double gpu_gbyte = csr2hyb_gbyte_count(M, nnz, ell_nnz, coo_nnz) / gpu_time_used * 1e6; std::cout.precision(2); std::cout.setf(std::ios::fixed); std::cout.setf(std::ios::left); std::cout << std::setw(12) << "M" << std::setw(12) << "N" << std::setw(12) << "ELL nnz" << std::setw(12) << "COO nnz" << std::setw(12) << "GB/s" << std::setw(12) << "msec" << std::setw(12) << "iter" << std::setw(12) << "verified" << std::endl; std::cout << std::setw(12) << M << std::setw(12) << N << std::setw(12) << ell_nnz << std::setw(12) << coo_nnz << std::setw(12) << gpu_gbyte << std::setw(12) << gpu_time_used / 1e3 << std::setw(12) << number_hot_calls << std::setw(12) << (arg.unit_check ? "yes" : "no") << std::endl; } } #endif // TESTING_CSR2HYB_HPP