/*! \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_enum.hpp" #include "testing.hpp" template void testing_gtsv_interleaved_batch_bad_arg(const Arguments& arg) { static const size_t safe_size = 100; // Create rocsparse handle rocsparse_local_handle local_handle; rocsparse_handle handle = local_handle; rocsparse_gtsv_interleaved_alg alg = rocsparse_gtsv_interleaved_alg_default; rocsparse_int m = safe_size; rocsparse_int batch_count = safe_size; rocsparse_int batch_stride = safe_size; T* dl = (T*)0x4; T* d = (T*)0x4; T* du = (T*)0x4; T* x = (T*)0x4; size_t* buffer_size = (size_t*)0x4; void* temp_buffer = (void*)0x4; #define PARAMS_BUFFER_SIZE handle, alg, m, dl, d, du, x, batch_count, batch_stride, buffer_size #define PARAMS_SOLVE handle, alg, m, dl, d, du, x, batch_count, batch_stride, temp_buffer bad_arg_analysis(rocsparse_gtsv_interleaved_batch_buffer_size, PARAMS_BUFFER_SIZE); bad_arg_analysis(rocsparse_gtsv_interleaved_batch, PARAMS_SOLVE); // m <= 1 m = 1; EXPECT_ROCSPARSE_STATUS(rocsparse_gtsv_interleaved_batch_buffer_size(PARAMS_BUFFER_SIZE), rocsparse_status_invalid_size); EXPECT_ROCSPARSE_STATUS(rocsparse_gtsv_interleaved_batch(PARAMS_SOLVE), rocsparse_status_invalid_size); m = safe_size; // batch_stride < batch_count batch_count = 4; batch_stride = 2; EXPECT_ROCSPARSE_STATUS(rocsparse_gtsv_interleaved_batch_buffer_size(PARAMS_BUFFER_SIZE), rocsparse_status_invalid_size); EXPECT_ROCSPARSE_STATUS(rocsparse_gtsv_interleaved_batch(PARAMS_SOLVE), rocsparse_status_invalid_size); #undef PARAMS_BUFFER_SIZE #undef PARAMS_SOLVE } template void testing_gtsv_interleaved_batch(const Arguments& arg) { rocsparse_int m = arg.M; rocsparse_int batch_count = arg.batch_count; rocsparse_int batch_stride = arg.batch_stride; rocsparse_gtsv_interleaved_alg alg = arg.gtsv_interleaved_alg; // Create rocsparse handle rocsparse_local_handle handle(arg); #define PARAMS_BUFFER_SIZE handle, alg, m, ddl, dd, ddu, dx, batch_count, batch_stride, &buffer_size #define PARAMS_SOLVE handle, alg, m, ddl, dd, ddu, dx, batch_count, batch_stride, dbuffer if(batch_stride < batch_count) { return; } rocsparse_seedrand(); // Host tri-diagonal matrix host_vector hdl(m * batch_stride); host_vector hd(m * batch_stride); host_vector hdu(m * batch_stride); // initialize tri-diagonal matrix for(rocsparse_int i = 0; i < m; ++i) { for(rocsparse_int j = 0; j < batch_stride; ++j) { hdl[i * batch_stride + j] = random_cached_generator(1, 8); hd[i * batch_stride + j] = random_cached_generator(17, 32); hdu[i * batch_stride + j] = random_cached_generator(1, 8); } if(i == 0) { for(rocsparse_int j = 0; j < batch_stride; ++j) { hdl[i * batch_stride + j] = static_cast(0); } } if(i == m - 1) { for(rocsparse_int j = 0; j < batch_stride; ++j) { hdu[i * batch_stride + j] = static_cast(0); } } } // Host dense rhs host_vector hx(m * batch_stride); for(rocsparse_int i = 0; i < m; i++) { for(rocsparse_int j = 0; j < batch_stride; j++) { hx[i * batch_stride + j] = random_cached_generator(-10, 10); } } host_vector hx_original = hx; // Device tri-diagonal matrix device_vector ddl(hdl); device_vector dd(hd); device_vector ddu(hdu); // Device dense rhs device_vector dx(hx); // Obtain required buffer size size_t buffer_size; CHECK_ROCSPARSE_ERROR(rocsparse_gtsv_interleaved_batch_buffer_size(PARAMS_BUFFER_SIZE)); void* dbuffer; CHECK_HIP_ERROR(rocsparse_hipMalloc(&dbuffer, buffer_size)); if(arg.unit_check) { CHECK_ROCSPARSE_ERROR(testing::rocsparse_gtsv_interleaved_batch(PARAMS_SOLVE)); host_vector hx_copy(hx); hx.transfer_from(dx); host_gtsv_interleaved_batch( alg, m, hdl.data(), hd.data(), hdu.data(), hx_copy.data(), batch_count, batch_stride); // Verify GPU solution host_vector hresult = hx_original; #ifdef _OPENMP #pragma omp parallel for schedule(dynamic, 1024) #endif for(rocsparse_int j = 0; j < batch_count; j++) { hresult[j] = hd[j] * hx[j] + hdu[j] * hx[batch_stride + j]; hresult[batch_stride * (m - 1) + j] = hdl[batch_stride * (m - 1) + j] * hx[batch_stride * (m - 2) + j] + hd[batch_stride * (m - 1) + j] * hx[batch_stride * (m - 1) + j]; } for(rocsparse_int i = 1; i < m - 1; i++) { #ifdef _OPENMP #pragma omp parallel for schedule(dynamic, 1024) #endif for(rocsparse_int j = 0; j < batch_count; j++) { hresult[batch_stride * i + j] = hdl[batch_stride * i + j] * hx[batch_stride * (i - 1) + j] + hd[batch_stride * i + j] * hx[batch_stride * i + j] + hdu[batch_stride * i + j] * hx[batch_stride * (i + 1) + j]; } } near_check_segments(m * batch_stride, hresult.data(), hx_original.data()); // verify CPU solution hresult = hx_original; #ifdef _OPENMP #pragma omp parallel for schedule(dynamic, 1024) #endif for(rocsparse_int j = 0; j < batch_count; j++) { hresult[j] = hd[j] * hx_copy[j] + hdu[j] * hx_copy[batch_stride + j]; hresult[batch_stride * (m - 1) + j] = hdl[batch_stride * (m - 1) + j] * hx_copy[batch_stride * (m - 2) + j] + hd[batch_stride * (m - 1) + j] * hx_copy[batch_stride * (m - 1) + j]; } for(rocsparse_int i = 1; i < m - 1; i++) { #ifdef _OPENMP #pragma omp parallel for schedule(dynamic, 1024) #endif for(rocsparse_int j = 0; j < batch_count; j++) { hresult[batch_stride * i + j] = hdl[batch_stride * i + j] * hx_copy[batch_stride * (i - 1) + j] + hd[batch_stride * i + j] * hx_copy[batch_stride * i + j] + hdu[batch_stride * i + j] * hx_copy[batch_stride * (i + 1) + j]; } } near_check_segments(m * batch_stride, hresult.data(), hx_original.data()); near_check_segments(m * batch_stride, hx_copy.data(), hx.data()); } if(arg.timing) { const double gpu_solve_time_used = rocsparse_clients::run_benchmark( arg, rocsparse_gtsv_interleaved_batch, PARAMS_SOLVE); double gbyte_count = gtsv_interleaved_batch_gbyte_count(m, batch_count); double gpu_gbyte = get_gpu_gbyte(gpu_solve_time_used, gbyte_count); display_timing_info(display_key_t::M, m, display_key_t::batch_count, batch_count, display_key_t::batch_stride, batch_stride, display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_solve_time_used)); } // Free buffer CHECK_HIP_ERROR(rocsparse_hipFree(dbuffer)); #undef PARAMS_BUFFER_SIZE #undef PARAMS_SOLVE } #define INSTANTIATE(TYPE) \ template void testing_gtsv_interleaved_batch_bad_arg(const Arguments& arg); \ template void testing_gtsv_interleaved_batch(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex); void testing_gtsv_interleaved_batch_extra(const Arguments& arg) {}