/* ************************************************************************** * 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 larf_checkBadArgs(const rocblas_handle handle, const rocblas_side side, const I m, const I n, T dx, const I inc, T dt, T dA, const I lda) { // handle EXPECT_ROCBLAS_STATUS(rocsolver_larf(nullptr, side, m, n, dx, inc, dt, dA, lda), rocblas_status_invalid_handle); // values EXPECT_ROCBLAS_STATUS(rocsolver_larf(handle, rocblas_side_both, m, n, dx, inc, dt, dA, lda), rocblas_status_invalid_value); // pointers EXPECT_ROCBLAS_STATUS(rocsolver_larf(handle, side, m, n, (T) nullptr, inc, dt, dA, lda), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_larf(handle, side, m, n, dx, inc, (T) nullptr, dA, lda), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_larf(handle, side, m, n, dx, inc, dt, (T) nullptr, lda), rocblas_status_invalid_pointer); // quick return with invalid pointers EXPECT_ROCBLAS_STATUS(rocsolver_larf(handle, rocblas_side_left, (I)0, n, (T) nullptr, inc, (T) nullptr, (T) nullptr, lda), rocblas_status_success); EXPECT_ROCBLAS_STATUS(rocsolver_larf(handle, rocblas_side_right, m, (I)0, (T) nullptr, inc, (T) nullptr, (T) nullptr, lda), rocblas_status_success); } template void testing_larf_bad_arg() { // safe arguments rocblas_local_handle handle; rocblas_side side = rocblas_side_left; I m = 1; I n = 1; I inc = 1; I lda = 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 larf_checkBadArgs(handle, side, m, n, dx.data(), inc, dt.data(), dA.data(), lda); } template void larf_initData(const rocblas_handle handle, const rocblas_side side, const I m, const I n, Td& dx, const I inc, Td& dt, Td& dA, const I lda, Th& xx, Th& hx, Th& ht, Th& hA) { if(CPU) { I order = xx.n(); rocblas_init(hA, true); rocblas_init(xx, true); // compute householder reflector cpu_larfg(order, xx[0], xx[0] + abs(inc), abs(inc), ht[0]); xx[0][0] = 1; for(I i = 0; i < order; i++) { if(inc < 0) hx[0][i * abs(inc)] = xx[0][(order - 1 - i) * abs(inc)]; else hx[0][i * inc] = xx[0][i * inc]; } } if(GPU) { // copy data from CPU to device CHECK_HIP_ERROR(dA.transfer_from(hA)); CHECK_HIP_ERROR(dx.transfer_from(hx)); CHECK_HIP_ERROR(dt.transfer_from(ht)); } } template void larf_getError(const rocblas_handle handle, const rocblas_side side, const I m, const I n, Td& dx, const I inc, Td& dt, Td& dA, const I lda, Th& xx, Th& hx, Th& ht, Th& hA, Th& hAr, double* max_err) { size_t size_w = (side == rocblas_side_left) ? size_t(n) : size_t(m); std::vector hw(size_w); // initialize data larf_initData(handle, side, m, n, dx, inc, dt, dA, lda, xx, hx, ht, hA); // execute computations // GPU lapack CHECK_ROCBLAS_ERROR(rocsolver_larf(handle, side, m, n, dx.data(), inc, dt.data(), dA.data(), lda)); CHECK_HIP_ERROR(hAr.transfer_from(dA)); // CPU lapack cpu_larf(side, m, n, hx[0], inc, ht[0], hA[0], lda, hw.data()); // 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 larf_getPerfData(const rocblas_handle handle, const rocblas_side side, const I m, const I n, Td& dx, const I inc, Td& dt, Td& dA, const I lda, Th& xx, Th& hx, Th& ht, 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) { size_t size_w = (side == rocblas_side_left) ? size_t(n) : size_t(m); std::vector hw(size_w); if(!perf) { larf_initData(handle, side, m, n, dx, inc, dt, dA, lda, xx, hx, ht, hA); // cpu-lapack performance (only if not in perf mode) *cpu_time_used = get_time_us_no_sync(); cpu_larf(side, m, n, hx[0], inc, ht[0], hA[0], lda, hw.data()); *cpu_time_used = get_time_us_no_sync() - *cpu_time_used; } larf_initData(handle, side, m, n, dx, inc, dt, dA, lda, xx, hx, ht, hA); // cold calls for(int iter = 0; iter < 2; iter++) { larf_initData(handle, side, m, n, dx, inc, dt, dA, lda, xx, hx, ht, hA); CHECK_ROCBLAS_ERROR( rocsolver_larf(handle, side, m, n, dx.data(), inc, dt.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++) { larf_initData(handle, side, m, n, dx, inc, dt, dA, lda, xx, hx, ht, hA); timer.start(stream); rocsolver_larf(handle, side, m, n, dx.data(), inc, dt.data(), dA.data(), lda); timer.end(stream); } *gpu_time_used = timer.get_combined(); } template void testing_larf(Arguments& argus) { // get arguments rocblas_local_handle handle; char sideC = argus.get("side"); I m = argus.get("m"); I n = argus.get("n", m); I inc = argus.get("incx"); I lda = argus.get("lda", m); rocblas_side side = char2rocblas_side(sideC); rocblas_int hot_calls = argus.iters; // check non-supported values if(side != rocblas_side_left && side != rocblas_side_right) { EXPECT_ROCBLAS_STATUS( rocsolver_larf(handle, side, m, n, (T*)nullptr, inc, (T*)nullptr, (T*)nullptr, lda), rocblas_status_invalid_value); if(argus.timing) rocsolver_bench_inform(inform_invalid_args); return; } // determine sizes bool left = (side == rocblas_side_left); size_t size_A = size_t(lda) * n; size_t size_x = left ? size_t(m) : size_t(n); size_t stx = size_x * abs(inc); double max_error = 0, gpu_time_used = 0, cpu_time_used = 0; size_t size_Ar = (argus.unit_check || argus.norm_check) ? size_A : 0; // check invalid sizes bool invalid_size = (m < 0 || n < 0 || !inc || lda < m); if(invalid_size) { EXPECT_ROCBLAS_STATUS( rocsolver_larf(handle, side, m, n, (T*)nullptr, inc, (T*)nullptr, (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_larf(handle, side, m, n, (T*)nullptr, inc, (T*)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 hx(size_x, abs(inc), stx, 1); host_strided_batch_vector xx(size_x, abs(inc), stx, 1); host_strided_batch_vector ht(1, 1, 1, 1); device_strided_batch_vector dA(size_A, 1, size_A, 1); device_strided_batch_vector dx(size_x, abs(inc), stx, 1); device_strided_batch_vector dt(1, 1, 1, 1); if(size_A) CHECK_HIP_ERROR(dA.memcheck()); if(size_x) CHECK_HIP_ERROR(dx.memcheck()); CHECK_HIP_ERROR(dt.memcheck()); // check quick return if(n == 0 || m == 0) { EXPECT_ROCBLAS_STATUS( rocsolver_larf(handle, side, m, n, dx.data(), inc, dt.data(), 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) larf_getError(handle, side, m, n, dx, inc, dt, dA, lda, xx, hx, ht, hA, hAr, &max_error); // collect performance data if(argus.timing && hot_calls > 0) larf_getPerfData(handle, side, m, n, dx, inc, dt, dA, lda, xx, hx, ht, hA, &gpu_time_used, &cpu_time_used, hot_calls, argus.profile, argus.profile_kernels, argus.perf); // validate results for rocsolver-test // using size_x * machine_precision as tolerance if(argus.unit_check) ROCSOLVER_TEST_CHECK(T, max_error, size_x); // output results for rocsolver-bench if(argus.timing) { if(!argus.perf) { rocsolver_bench_header("Arguments:"); rocsolver_bench_output("side", "m", "n", "inc", "lda"); rocsolver_bench_output(sideC, m, n, inc, 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_LARF(...) extern template void testing_larf<__VA_ARGS__>(Arguments&); INSTANTIATE(EXTERN_TESTING_LARF, FOREACH_SCALAR_TYPE, FOREACH_INT_TYPE, APPLY_STAMP)