/* ************************************************************************** * Copyright (C) 2020-2025 Advanced Micro Devices, Inc. All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * * THIS SOFTWARE IS PROVIDED BY THE AUTHOR AND CONTRIBUTORS ``AS IS'' AND * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE * ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR OR CONTRIBUTORS BE LIABLE * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS * OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY * OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF * SUCH DAMAGE. * *************************************************************************/ #pragma once #include "common/misc/client_util.hpp" #include "common/misc/clientcommon.hpp" #include "common/misc/lapack_host_reference.hpp" #include "common/misc/norm.hpp" #include "common/misc/rocsolver.hpp" #include "common/misc/rocsolver_arguments.hpp" #include "common/misc/rocsolver_test.hpp" #include "common/misc/rocsolver_timer.hpp" template void larfg_checkBadArgs(const rocblas_handle handle, const I n, T da, T dx, const I inc, T dt) { // handle EXPECT_ROCBLAS_STATUS(rocsolver_larfg(nullptr, n, da, dx, inc, dt), rocblas_status_invalid_handle); // values // N/A // pointers EXPECT_ROCBLAS_STATUS(rocsolver_larfg(handle, n, (T) nullptr, dx, inc, dt), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_larfg(handle, n, da, (T) nullptr, inc, dt), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_larfg(handle, n, da, dx, inc, (T) nullptr), rocblas_status_invalid_pointer); // quick return with invalid pointers EXPECT_ROCBLAS_STATUS(rocsolver_larfg(handle, (I)0, (T) nullptr, (T) nullptr, inc, (T) nullptr), rocblas_status_success); } template void testing_larfg_bad_arg() { // safe arguments rocblas_local_handle handle; I n = 2; I inc = 1; // memory allocation device_strided_batch_vector da(1, 1, 1, 1); device_strided_batch_vector dx(1, 1, 1, 1); device_strided_batch_vector dt(1, 1, 1, 1); CHECK_HIP_ERROR(da.memcheck()); CHECK_HIP_ERROR(dx.memcheck()); CHECK_HIP_ERROR(dt.memcheck()); // check bad arguments larfg_checkBadArgs(handle, n, da.data(), dx.data(), inc, dt.data()); } template void larfg_initData(const rocblas_handle handle, const I n, Td& da, Td& dx, const I inc, Td& dt, Th& ha, Th& hx, Th& ht) { if(CPU) { rocblas_init(ha, true); rocblas_init(hx, true); } if(GPU) { // copy data from CPU to device CHECK_HIP_ERROR(da.transfer_from(ha)); CHECK_HIP_ERROR(dx.transfer_from(hx)); } } template void larfg_getError(const rocblas_handle handle, const I n, Td& da, Td& dx, const I inc, Td& dt, Th& ha, Th& hx, Th& hxr, Th& ht, double* max_err) { // initialize data larfg_initData(handle, n, da, dx, inc, dt, ha, hx, ht); // execute computations // GPU lapack CHECK_ROCBLAS_ERROR(rocsolver_larfg(handle, n, da.data(), dx.data(), inc, dt.data())); CHECK_HIP_ERROR(hxr.transfer_from(dx)); // CPU lapack cpu_larfg(n, ha[0], hx[0], inc, ht[0]); // error is ||hx - hxr|| (not necessary to check tau, for now) // (THIS DOES NOT ACCOUNT FOR NUMERICAL REPRODUCIBILITY ISSUES. // IT MIGHT BE REVISITED IN THE FUTURE) // using norm-1 which is infinity norm for this data setup *max_err = norm_error('O', 1, n - 1, inc, hx[0], hxr[0]); } template void larfg_getPerfData(const rocblas_handle handle, const I n, Td& da, Td& dx, const I inc, Td& dt, Th& ha, Th& hx, Th& ht, double* gpu_time_used, double* cpu_time_used, const rocblas_int hot_calls, const int profile, const bool profile_kernels, const bool perf) { if(!perf) { larfg_initData(handle, n, da, dx, inc, dt, ha, hx, ht); // cpu-lapack performance (only if not in perf mode) *cpu_time_used = get_time_us_no_sync(); cpu_larfg(n, ha[0], hx[0], inc, ht[0]); *cpu_time_used = get_time_us_no_sync() - *cpu_time_used; } larfg_initData(handle, n, da, dx, inc, dt, ha, hx, ht); // cold calls for(int iter = 0; iter < 2; iter++) { larfg_initData(handle, n, da, dx, inc, dt, ha, hx, ht); CHECK_ROCBLAS_ERROR(rocsolver_larfg(handle, n, da.data(), dx.data(), inc, dt.data())); } // gpu-lapack performance hipStream_t stream; CHECK_ROCBLAS_ERROR(rocblas_get_stream(handle, &stream)); rocsolver_timer timer; if(profile > 0) { if(profile_kernels) rocsolver_log_set_layer_mode(rocblas_layer_mode_log_profile | rocblas_layer_mode_ex_log_kernel); else rocsolver_log_set_layer_mode(rocblas_layer_mode_log_profile); rocsolver_log_set_max_levels(profile); } for(int iter = 0; iter < hot_calls; iter++) { larfg_initData(handle, n, da, dx, inc, dt, ha, hx, ht); timer.start(stream); rocsolver_larfg(handle, n, da.data(), dx.data(), inc, dt.data()); timer.end(stream); } *gpu_time_used = timer.get_combined(); } template void testing_larfg(Arguments& argus) { // get arguments rocblas_local_handle handle; I n = argus.get("n"); I inc = argus.get("incx"); rocblas_int hot_calls = argus.iters; // check non-supported values // N/A // determine sizes // size_x could be zero in test cases that are not quick-return or invalid // cases setting it to one to avoid possible memory access errors in the rest // of the unit test size_t size_x = n > 1 ? size_t(n - 1) : 1; size_t stx = size_x * inc; double max_error = 0, gpu_time_used = 0, cpu_time_used = 0; size_t size_xr = (argus.unit_check || argus.norm_check) ? size_x : 0; size_t stxr = (argus.unit_check || argus.norm_check) ? stx : 0; // check invalid sizes bool invalid_size = (n < 0 || inc < 1); if(invalid_size) { EXPECT_ROCBLAS_STATUS(rocsolver_larfg(handle, n, (T*)nullptr, (T*)nullptr, inc, (T*)nullptr), rocblas_status_invalid_size); if(argus.timing) rocsolver_bench_inform(inform_invalid_size); return; } // memory size query is necessary if(argus.mem_query) { CHECK_ROCBLAS_ERROR(rocblas_start_device_memory_size_query(handle)); CHECK_ALLOC_QUERY(rocsolver_larfg(handle, n, (T*)nullptr, (T*)nullptr, inc, (T*)nullptr)); size_t size; CHECK_ROCBLAS_ERROR(rocblas_stop_device_memory_size_query(handle, &size)); rocsolver_bench_inform(inform_mem_query, size); return; } // memory allocations host_strided_batch_vector hx(size_x, inc, stx, 1); host_strided_batch_vector hxr(size_xr, inc, stxr, 1); host_strided_batch_vector ha(1, 1, 1, 1); host_strided_batch_vector ht(1, 1, 1, 1); device_strided_batch_vector dx(size_x, inc, stx, 1); device_strided_batch_vector da(1, 1, 1, 1); device_strided_batch_vector dt(1, 1, 1, 1); CHECK_HIP_ERROR(da.memcheck()); if(size_x) CHECK_HIP_ERROR(dx.memcheck()); CHECK_HIP_ERROR(dt.memcheck()); // check quick return if(n == 0) { EXPECT_ROCBLAS_STATUS(rocsolver_larfg(handle, n, da.data(), dx.data(), inc, dt.data()), rocblas_status_success); if(argus.timing) rocsolver_bench_inform(inform_quick_return); return; } // check computations if(argus.unit_check || argus.norm_check) larfg_getError(handle, n, da, dx, inc, dt, ha, hx, hxr, ht, &max_error); // collect performance data if(argus.timing && hot_calls > 0) larfg_getPerfData(handle, n, da, dx, inc, dt, ha, hx, ht, &gpu_time_used, &cpu_time_used, hot_calls, argus.profile, argus.profile_kernels, argus.perf); // validate results for rocsolver-test // using n * machine_precision as tolerance if(argus.unit_check) ROCSOLVER_TEST_CHECK(T, max_error, n); // output results for rocsolver-bench if(argus.timing) { if(!argus.perf) { rocsolver_bench_header("Arguments:"); rocsolver_bench_output("n", "inc"); rocsolver_bench_output(n, inc); rocsolver_bench_header("Results:"); if(argus.norm_check) { rocsolver_bench_output("cpu_time_us", "gpu_time_us", "error"); rocsolver_bench_output(cpu_time_used, gpu_time_used, max_error); } else { rocsolver_bench_output("cpu_time_us", "gpu_time_us"); rocsolver_bench_output(cpu_time_used, gpu_time_used); } rocsolver_bench_endl(); } else { if(argus.norm_check) rocsolver_bench_output(gpu_time_used, max_error); else rocsolver_bench_output(gpu_time_used); } } // ensure all arguments were consumed argus.validate_consumed(); } #define EXTERN_TESTING_LARFG(...) extern template void testing_larfg<__VA_ARGS__>(Arguments&); INSTANTIATE(EXTERN_TESTING_LARFG, FOREACH_SCALAR_TYPE, FOREACH_INT_TYPE, APPLY_STAMP)