/* ************************************************************************** * Copyright (C) 2022-2025 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 lauum_checkBadArgs(const rocblas_handle handle, const rocblas_fill uplo, const rocblas_int n, T A, const rocblas_int lda) { // handle EXPECT_ROCBLAS_STATUS(rocsolver_lauum(nullptr, uplo, n, A, lda), rocblas_status_invalid_handle); // values EXPECT_ROCBLAS_STATUS(rocsolver_lauum(handle, rocblas_fill_full, n, A, lda), rocblas_status_invalid_value); // pointers EXPECT_ROCBLAS_STATUS(rocsolver_lauum(handle, uplo, n, (T) nullptr, lda), rocblas_status_invalid_pointer); // quick return with invalid pointers EXPECT_ROCBLAS_STATUS(rocsolver_lauum(handle, uplo, 0, (T) nullptr, lda), rocblas_status_success); } template void testing_lauum_bad_arg() { // safe arguments rocblas_local_handle handle; rocblas_fill uplo = rocblas_fill_upper; rocblas_int n = 1; rocblas_int lda = 1; // memory allocation device_strided_batch_vector dA(1, 1, 1, 1); CHECK_HIP_ERROR(dA.memcheck()); // check bad arguments lauum_checkBadArgs(handle, uplo, n, dA.data(), lda); } template void lauum_initData(const rocblas_handle handle, const rocblas_fill uplo, const rocblas_int n, Td& dA, const rocblas_int lda, Th& hA) { if(CPU) { rocblas_init(hA, true); // LAPACK intends that lauum only be called on matrices with a real diagonal for(int i = 0; i < n; i++) { hA[0][i + i * lda] = std::real(hA[0][i + i * lda]); } } if(GPU) { // copy data from CPU to device CHECK_HIP_ERROR(dA.transfer_from(hA)); } } template void lauum_getError(const rocblas_handle handle, const rocblas_fill uplo, const rocblas_int n, Td& dA, const rocblas_int lda, Th& hA, Th& hAr, double* max_err) { // initialize data lauum_initData(handle, uplo, n, dA, lda, hA); // execute computations // GPU lapack CHECK_ROCBLAS_ERROR(rocsolver_lauum(handle, uplo, n, dA.data(), lda)); CHECK_HIP_ERROR(hAr.transfer_from(dA)); // CPU lapack cpu_lauum(uplo, n, hA[0], lda); // error is ||hA - hAr|| / ||hA|| // (THIS DOES NOT ACCOUNT FOR NUMERICAL REPRODUCIBILITY ISSUES. // IT MIGHT BE REVISITED IN THE FUTURE) // using frobenius *max_err = norm_error('F', n, n, lda, hA[0], hAr[0]); } template void lauum_getPerfData(const rocblas_handle handle, const rocblas_fill uplo, const rocblas_int n, Td& dA, const rocblas_int lda, Th& hA, 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) { lauum_initData(handle, uplo, n, dA, lda, hA); // cpu-lapack performance (only if not in perf mode) *cpu_time_used = get_time_us_no_sync(); cpu_lauum(uplo, n, hA[0], lda); *cpu_time_used = get_time_us_no_sync() - *cpu_time_used; } lauum_initData(handle, uplo, n, dA, lda, hA); // cold calls for(int iter = 0; iter < 2; iter++) { lauum_initData(handle, uplo, n, dA, lda, hA); CHECK_ROCBLAS_ERROR(rocsolver_lauum(handle, uplo, n, dA.data(), lda)); } // 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++) { lauum_initData(handle, uplo, n, dA, lda, hA); timer.start(stream); rocsolver_lauum(handle, uplo, n, dA.data(), lda); timer.end(stream); } *gpu_time_used = timer.get_combined(); } template void testing_lauum(Arguments& argus) { // get arguments rocblas_local_handle handle; char uploC = argus.get("uplo"); rocblas_int n = argus.get("n"); rocblas_int lda = argus.get("lda", n); rocblas_int hot_calls = argus.iters; rocblas_fill uplo = char2rocblas_fill(uploC); // check non-supported values if(uplo != rocblas_fill_upper && uplo != rocblas_fill_lower) { EXPECT_ROCBLAS_STATUS(rocsolver_lauum(handle, uplo, n, (T*)nullptr, lda), rocblas_status_invalid_value); if(argus.timing) rocsolver_bench_inform(inform_invalid_args); return; } // determine sizes size_t size_A = size_t(n) * lda; double max_error = 0, gpu_time_used = 0, cpu_time_used = 0; // check invalid sizes bool invalid_size = (n < 0 || lda < n); if(invalid_size) { EXPECT_ROCBLAS_STATUS(rocsolver_lauum(handle, uplo, n, (T*)nullptr, lda), 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_lauum(handle, uplo, n, (T*)nullptr, lda)); 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 hA(size_A, 1, size_A, 1); host_strided_batch_vector hAr(size_A, 1, size_A, 1); device_strided_batch_vector dA(size_A, 1, size_A, 1); if(size_A) CHECK_HIP_ERROR(dA.memcheck()); // check quick return if(n == 0) { EXPECT_ROCBLAS_STATUS(rocsolver_lauum(handle, uplo, n, dA.data(), lda), rocblas_status_success); if(argus.timing) rocsolver_bench_inform(inform_quick_return); return; } // check computations if(argus.unit_check || argus.norm_check) lauum_getError(handle, uplo, n, dA, lda, hA, hAr, &max_error); // collect performance data if(argus.timing && hot_calls > 0) lauum_getPerfData(handle, uplo, n, dA, lda, hA, &gpu_time_used, &cpu_time_used, hot_calls, argus.profile, argus.profile_kernels, argus.perf); // validate results for rocsolver-test // using machine precision for tolerance if(argus.unit_check) ROCSOLVER_TEST_CHECK(T, max_error, 1); // output results for rocsolver-bench if(argus.timing) { if(!argus.perf) { rocsolver_bench_header("Arguments:"); rocsolver_bench_output("uplo", "n", "lda"); rocsolver_bench_output(uploC, n, lda); 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_LAUUM(...) extern template void testing_lauum<__VA_ARGS__>(Arguments&); INSTANTIATE(EXTERN_TESTING_LAUUM, FOREACH_SCALAR_TYPE, APPLY_STAMP)