/* ************************************************************************** * Copyright (C) 2024-2025 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 lasr_checkBadArgs(const rocblas_handle handle, const rocblas_side side, const rocblas_pivot pivot, const rocblas_direct direct, const rocblas_int m, const rocblas_int n, S dC, S dS, T dA, const rocblas_int lda) { // handle EXPECT_ROCBLAS_STATUS(rocsolver_lasr(nullptr, side, pivot, direct, m, n, dC, dS, dA, lda), rocblas_status_invalid_handle); // values EXPECT_ROCBLAS_STATUS( rocsolver_lasr(handle, rocblas_side(0), pivot, direct, m, n, dC, dS, dA, lda), rocblas_status_invalid_value); EXPECT_ROCBLAS_STATUS( rocsolver_lasr(handle, side, rocblas_pivot(0), direct, m, n, dC, dS, dA, lda), rocblas_status_invalid_value); EXPECT_ROCBLAS_STATUS( rocsolver_lasr(handle, side, pivot, rocblas_direct(0), m, n, dC, dS, dA, lda), rocblas_status_invalid_value); // pointers EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, side, pivot, direct, m, n, (S) nullptr, dS, dA, lda), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, side, pivot, direct, m, n, dC, (S) nullptr, dA, lda), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, side, pivot, direct, m, n, dC, dS, (T) nullptr, lda), rocblas_status_invalid_pointer); // quick return with invalid pointers EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, rocblas_side_left, pivot, direct, 0, n, (S) nullptr, (S) nullptr, (T) nullptr, lda), rocblas_status_success); EXPECT_ROCBLAS_STATUS( rocsolver_lasr(handle, rocblas_side_right, pivot, direct, 0, n, dC, dS, (T) nullptr, lda), rocblas_status_success); EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, rocblas_side_right, pivot, direct, m, 0, (S) nullptr, (S) nullptr, (T) nullptr, lda), rocblas_status_success); EXPECT_ROCBLAS_STATUS( rocsolver_lasr(handle, rocblas_side_left, pivot, direct, m, 0, dC, dS, (T) nullptr, lda), rocblas_status_success); EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, rocblas_side_left, pivot, direct, 1, n, (S) nullptr, (S) nullptr, dA, lda), rocblas_status_success); EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, rocblas_side_right, pivot, direct, m, 1, (S) nullptr, (S) nullptr, dA, lda), rocblas_status_success); } template void testing_lasr_bad_arg() { using S = decltype(std::real(T{})); // safe arguments rocblas_local_handle handle; rocblas_side side = rocblas_side_left; rocblas_pivot pivot = rocblas_pivot_variable; rocblas_direct direct = rocblas_forward_direction; rocblas_int m = 2; rocblas_int n = 2; rocblas_int lda = 2; // memory allocation device_strided_batch_vector dC(1, 1, 1, 1); device_strided_batch_vector dS(1, 1, 1, 1); device_strided_batch_vector dA(1, 1, 1, 1); CHECK_HIP_ERROR(dC.memcheck()); CHECK_HIP_ERROR(dS.memcheck()); CHECK_HIP_ERROR(dA.memcheck()); // check bad arguments lasr_checkBadArgs(handle, side, pivot, direct, m, n, dC.data(), dS.data(), dA.data(), lda); } template void lasr_initData(const rocblas_handle handle, const rocblas_side side, const rocblas_pivot pivot, const rocblas_direct direct, const rocblas_int m, const rocblas_int n, Sd& dC, Sd& dS, Td& dA, const rocblas_int lda, Sh& hC, Sh& hS, Th& hA) { if(CPU) { using S = decltype(std::real(T{})); rocblas_init(hA, true); // construct C and S such that C^2 + S^2 = 1 rocblas_init(hC, true); rocblas_int size = (side == rocblas_side_left) ? m - 1 : n - 1; for(rocblas_int j = 0; j < size; ++j) { S temp = hC[0][j]; temp = (temp - 5) / 5.0; hC[0][j] = temp; hS[0][j] = sqrt(1 - temp * temp); } } if(GPU) { // copy data from CPU to device CHECK_HIP_ERROR(dC.transfer_from(hC)); CHECK_HIP_ERROR(dS.transfer_from(hS)); CHECK_HIP_ERROR(dA.transfer_from(hA)); } } template void lasr_getError(const rocblas_handle handle, const rocblas_side side, const rocblas_pivot pivot, const rocblas_direct direct, const rocblas_int m, const rocblas_int n, Sd& dC, Sd& dS, Td& dA, const rocblas_int lda, Sh& hC, Sh& hS, Th& hA, Th& hAr, double* max_err) { // initialize data lasr_initData(handle, side, pivot, direct, m, n, dC, dS, dA, lda, hC, hS, hA); // execute computations // GPU lapack CHECK_ROCBLAS_ERROR( rocsolver_lasr(handle, side, pivot, direct, m, n, dC.data(), dS.data(), dA.data(), lda)); CHECK_HIP_ERROR(hAr.transfer_from(dA)); // CPU lapack cpu_lasr(side, pivot, direct, m, n, hC[0], hS[0], 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', m, n, lda, hA[0], hAr[0]); } template void lasr_getPerfData(const rocblas_handle handle, const rocblas_side side, const rocblas_pivot pivot, const rocblas_direct direct, const rocblas_int m, const rocblas_int n, Sd& dC, Sd& dS, Td& dA, const rocblas_int lda, Sh& hC, Sh& hS, 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) { lasr_initData(handle, side, pivot, direct, m, n, dC, dS, dA, lda, hC, hS, hA); // cpu-lapack performance (only if not in perf mode) *cpu_time_used = get_time_us_no_sync(); cpu_lasr(side, pivot, direct, m, n, hC[0], hS[0], hA[0], lda); *cpu_time_used = get_time_us_no_sync() - *cpu_time_used; } lasr_initData(handle, side, pivot, direct, m, n, dC, dS, dA, lda, hC, hS, hA); // cold calls for(int iter = 0; iter < 2; iter++) { lasr_initData(handle, side, pivot, direct, m, n, dC, dS, dA, lda, hC, hS, hA); CHECK_ROCBLAS_ERROR(rocsolver_lasr(handle, side, pivot, direct, m, n, dC.data(), dS.data(), 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++) { lasr_initData(handle, side, pivot, direct, m, n, dC, dS, dA, lda, hC, hS, hA); timer.start(stream); rocsolver_lasr(handle, side, pivot, direct, m, n, dC.data(), dS.data(), dA.data(), lda); timer.end(stream); } *gpu_time_used = timer.get_combined(); } template void testing_lasr(Arguments& argus) { using S = decltype(std::real(T{})); // get arguments rocblas_local_handle handle; char sideC = argus.get("side"); char pivotC = argus.get("pivot"); char directC = argus.get("direct"); rocblas_int m = argus.get("m"); rocblas_int n = argus.get("n", m); rocblas_int lda = argus.get("lda", m); rocblas_side side = char2rocblas_side(sideC); rocblas_pivot pivot = char2rocblas_pivot(pivotC); rocblas_direct direct = char2rocblas_direct(directC); rocblas_int hot_calls = argus.iters; // check non-supported values if(side != rocblas_side_left && side != rocblas_side_right) { EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, side, pivot, direct, m, n, (S*)nullptr, (S*)nullptr, (T*)nullptr, lda), rocblas_status_invalid_value); if(argus.timing) rocsolver_bench_inform(inform_invalid_args); return; } // check invalid sizes bool invalid_size = (m < 0 || n < 0 || lda < m); if(invalid_size) { EXPECT_ROCBLAS_STATUS(rocsolver_lasr(handle, side, pivot, direct, m, n, (S*)nullptr, (S*)nullptr, (T*)nullptr, lda), rocblas_status_invalid_size); if(argus.timing) rocsolver_bench_inform(inform_invalid_size); return; } // determine sizes bool left = (side == rocblas_side_left); bool right = (side == rocblas_side_right); size_t size_CS = 0; if(left && m > 1) size_CS = size_t(m - 1); if(right && n > 1) size_CS = size_t(n - 1); size_t size_A = size_t(lda) * n; size_t size_Ar = (argus.unit_check || argus.norm_check) ? size_A : 0; // memory size query is necessary if(argus.mem_query) { CHECK_ROCBLAS_ERROR(rocblas_start_device_memory_size_query(handle)); CHECK_ALLOC_QUERY(rocsolver_lasr(handle, side, pivot, direct, m, n, (S*)nullptr, (S*)nullptr, (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_Ar, 1, size_Ar, 1); host_strided_batch_vector hC(size_CS, 1, size_CS, 1); host_strided_batch_vector hS(size_CS, 1, size_CS, 1); device_strided_batch_vector dA(size_A, 1, size_A, 1); device_strided_batch_vector dC(size_CS, 1, size_CS, 1); device_strided_batch_vector dS(size_CS, 1, size_CS, 1); if(size_A) CHECK_HIP_ERROR(dA.memcheck()); if(size_CS) { CHECK_HIP_ERROR(dC.memcheck()); CHECK_HIP_ERROR(dS.memcheck()); } // check quick return bool quickreturn = (left && m < 2) || (right && n < 2) || n == 0 || m == 0; if(quickreturn) { EXPECT_ROCBLAS_STATUS( rocsolver_lasr(handle, side, pivot, direct, m, n, dC.data(), dS.data(), dA.data(), lda), rocblas_status_success); if(argus.timing) rocsolver_bench_inform(inform_quick_return); return; } double max_error = 0, gpu_time_used = 0, cpu_time_used = 0; // check computations if(argus.unit_check || argus.norm_check) lasr_getError(handle, side, pivot, direct, m, n, dC, dS, dA, lda, hC, hS, hA, hAr, &max_error); // collect performance data if(argus.timing && hot_calls > 0) lasr_getPerfData(handle, side, pivot, direct, m, n, dC, dS, dA, lda, hC, hS, hA, &gpu_time_used, &cpu_time_used, hot_calls, argus.profile, argus.profile_kernels, argus.perf); // validate results for rocsolver-test // using s * machine_precision as tolerance rocblas_int s = left ? m : n; if(argus.unit_check) ROCSOLVER_TEST_CHECK(T, max_error, s); // output results for rocsolver-bench if(argus.timing) { if(!argus.perf) { rocsolver_bench_header("Arguments:"); rocsolver_bench_output("side", "pivot", "direct", "m", "n", "lda"); rocsolver_bench_output(sideC, pivotC, directC, m, 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_LASR(...) extern template void testing_lasr<__VA_ARGS__>(Arguments&); INSTANTIATE(EXTERN_TESTING_LASR, FOREACH_SCALAR_TYPE, APPLY_STAMP)