/* ************************************************************************** * 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 labrd_checkBadArgs(const rocblas_handle handle, const rocblas_int m, const rocblas_int n, const rocblas_int nb, T dA, const rocblas_int lda, S dD, S dE, U dTauq, U dTaup, T dX, const rocblas_int ldx, T dY, const rocblas_int ldy) { // handle EXPECT_ROCBLAS_STATUS( rocsolver_labrd(nullptr, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy), rocblas_status_invalid_handle); // values // N/A // pointers EXPECT_ROCBLAS_STATUS( rocsolver_labrd(handle, m, n, nb, (T) nullptr, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS( rocsolver_labrd(handle, m, n, nb, dA, lda, (S) nullptr, dE, dTauq, dTaup, dX, ldx, dY, ldy), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS( rocsolver_labrd(handle, m, n, nb, dA, lda, dD, (S) nullptr, dTauq, dTaup, dX, ldx, dY, ldy), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS( rocsolver_labrd(handle, m, n, nb, dA, lda, dD, dE, (U) nullptr, dTaup, dX, ldx, dY, ldy), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS( rocsolver_labrd(handle, m, n, nb, dA, lda, dD, dE, dTauq, (U) nullptr, dX, ldx, dY, ldy), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS( rocsolver_labrd(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, (T) nullptr, ldx, dY, ldy), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS( rocsolver_labrd(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, (T) nullptr, ldy), rocblas_status_invalid_pointer); // quick return with invalid pointers EXPECT_ROCBLAS_STATUS(rocsolver_labrd(handle, 0, n, 0, (T) nullptr, lda, dD, dE, dTauq, dTaup, (T) nullptr, ldx, dY, ldy), rocblas_status_success); EXPECT_ROCBLAS_STATUS(rocsolver_labrd(handle, m, 0, 0, (T) nullptr, lda, dD, dE, dTauq, dTaup, dX, ldx, (T) nullptr, ldy), rocblas_status_success); EXPECT_ROCBLAS_STATUS(rocsolver_labrd(handle, m, n, 0, dA, lda, (S) nullptr, (S) nullptr, (U) nullptr, (U) nullptr, (T) nullptr, ldx, (T) nullptr, ldy), rocblas_status_success); } template void testing_labrd_bad_arg() { using S = decltype(std::real(T{})); // safe arguments rocblas_local_handle handle; rocblas_int m = 1; rocblas_int n = 1; rocblas_int nb = 1; rocblas_int lda = 1; rocblas_int ldx = 1; rocblas_int ldy = 1; // memory allocations device_strided_batch_vector dA(1, 1, 1, 1); device_strided_batch_vector dD(1, 1, 1, 1); device_strided_batch_vector dE(1, 1, 1, 1); device_strided_batch_vector dTauq(1, 1, 1, 1); device_strided_batch_vector dTaup(1, 1, 1, 1); device_strided_batch_vector dX(1, 1, 1, 1); device_strided_batch_vector dY(1, 1, 1, 1); CHECK_HIP_ERROR(dA.memcheck()); CHECK_HIP_ERROR(dD.memcheck()); CHECK_HIP_ERROR(dE.memcheck()); CHECK_HIP_ERROR(dTauq.memcheck()); CHECK_HIP_ERROR(dTaup.memcheck()); CHECK_HIP_ERROR(dX.memcheck()); CHECK_HIP_ERROR(dY.memcheck()); // check bad arguments labrd_checkBadArgs(handle, m, n, nb, dA.data(), lda, dD.data(), dE.data(), dTauq.data(), dTaup.data(), dX.data(), ldx, dY.data(), ldy); } template void labrd_initData(const rocblas_handle handle, const rocblas_int m, const rocblas_int n, const rocblas_int nb, Td& dA, const rocblas_int lda, Sd& dD, Sd& dE, Ud& dTauq, Ud& dTaup, Td& dX, const rocblas_int ldx, Td& dY, const rocblas_int ldy, Th& hA, Sh& hD, Sh& hE, Uh& hTauq, Uh& hTaup, Th& hX, Th& hY) { if(CPU) { rocblas_init(hA, true); // scale A to avoid singularities for(rocblas_int i = 0; i < m; i++) { for(rocblas_int j = 0; j < n; j++) { if(i == j || (m >= n && j == i + 1) || (m < n && i == j + 1)) hA[0][i + j * lda] += 400; else hA[0][i + j * lda] -= 4; } } } if(GPU) { // now copy to the GPU CHECK_HIP_ERROR(dA.transfer_from(hA)); } } template void labrd_getError(const rocblas_handle handle, const rocblas_int m, const rocblas_int n, const rocblas_int nb, Td& dA, const rocblas_int lda, Sd& dD, Sd& dE, Ud& dTauq, Ud& dTaup, Td& dX, const rocblas_int ldx, Td& dY, const rocblas_int ldy, Th& hA, Th& hARes, Sh& hD, Sh& hE, Uh& hTauq, Uh& hTaup, Th& hX, Th& hXRes, Th& hY, Th& hYRes, double* max_err) { // input data initialization labrd_initData(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy, hA, hD, hE, hTauq, hTaup, hX, hY); // execute computations // GPU lapack CHECK_ROCBLAS_ERROR(rocsolver_labrd(handle, m, n, nb, dA.data(), lda, dD.data(), dE.data(), dTauq.data(), dTaup.data(), dX.data(), ldx, dY.data(), ldy)); CHECK_HIP_ERROR(hARes.transfer_from(dA)); CHECK_HIP_ERROR(hXRes.transfer_from(dX)); CHECK_HIP_ERROR(hYRes.transfer_from(dY)); // CPU lapack cpu_labrd(m, n, nb, hA[0], lda, hD[0], hE[0], hTauq[0], hTaup[0], hX[0], ldx, hY[0], ldy); // error is max(||hA - hARes|| / ||hA||, ||hX - hXRes|| / ||hX||, ||hY - // hYRes|| / ||hY||) (THIS DOES NOT ACCOUNT FOR NUMERICAL REPRODUCIBILITY // ISSUES. IT MIGHT BE REVISITED IN THE FUTURE) using frobenius norm double err; *max_err = 0; err = norm_error('F', m, n, lda, hA[0], hARes[0]); *max_err = err > *max_err ? err : *max_err; err = norm_error('F', m - nb, nb, ldx, hX[0] + nb, hXRes[0] + nb); *max_err = err > *max_err ? err : *max_err; err = norm_error('F', n - nb, nb, ldy, hY[0] + nb, hYRes[0] + nb); *max_err = err > *max_err ? err : *max_err; } template void labrd_getPerfData(const rocblas_handle handle, const rocblas_int m, const rocblas_int n, const rocblas_int nb, Td& dA, const rocblas_int lda, Sd& dD, Sd& dE, Ud& dTauq, Ud& dTaup, Td& dX, const rocblas_int ldx, Td& dY, const rocblas_int ldy, Th& hA, Sh& hD, Sh& hE, Uh& hTauq, Uh& hTaup, Th& hX, Th& hY, 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) { labrd_initData(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy, hA, hD, hE, hTauq, hTaup, hX, hY); // cpu-lapack performance *cpu_time_used = get_time_us_no_sync(); memset(hX[0], 0, ldx * nb * sizeof(T)); memset(hY[0], 0, ldy * nb * sizeof(T)); cpu_labrd(m, n, nb, hA[0], lda, hD[0], hE[0], hTauq[0], hTaup[0], hX[0], ldx, hY[0], ldy); *cpu_time_used = get_time_us_no_sync() - *cpu_time_used; } labrd_initData(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy, hA, hD, hE, hTauq, hTaup, hX, hY); // cold calls for(int iter = 0; iter < 2; iter++) { labrd_initData(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy, hA, hD, hE, hTauq, hTaup, hX, hY); CHECK_ROCBLAS_ERROR(rocsolver_labrd(handle, m, n, nb, dA.data(), lda, dD.data(), dE.data(), dTauq.data(), dTaup.data(), dX.data(), ldx, dY.data(), ldy)); } // 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(rocblas_int iter = 0; iter < hot_calls; iter++) { labrd_initData(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy, hA, hD, hE, hTauq, hTaup, hX, hY); timer.start(stream); rocsolver_labrd(handle, m, n, nb, dA.data(), lda, dD.data(), dE.data(), dTauq.data(), dTaup.data(), dX.data(), ldx, dY.data(), ldy); timer.end(stream); } *gpu_time_used = timer.get_combined(); } template void testing_labrd(Arguments& argus) { using S = decltype(std::real(T{})); // get arguments rocblas_local_handle handle; rocblas_int m = argus.get("m"); rocblas_int n = argus.get("n", m); rocblas_int nb = argus.get("k", std::min(m, n)); rocblas_int lda = argus.get("lda", m); rocblas_int ldx = argus.get("ldx", m); rocblas_int ldy = argus.get("ldy", n); rocblas_int hot_calls = argus.iters; // check non-supported values // N/A // determine sizes size_t size_A = lda * n; size_t size_D = nb; size_t size_E = nb; size_t size_Q = nb; size_t size_P = nb; size_t size_X = ldx * nb; size_t size_Y = ldy * nb; double max_error = 0, gpu_time_used = 0, cpu_time_used = 0; size_t size_ARes = (argus.unit_check || argus.norm_check) ? size_A : 0; size_t size_XRes = (argus.unit_check || argus.norm_check) ? size_X : 0; size_t size_YRes = (argus.unit_check || argus.norm_check) ? size_Y : 0; // check invalid sizes bool invalid_size = (m < 0 || n < 0 || nb < 0 || nb > std::min(m, n) || lda < m || ldx < m || ldy < n); if(invalid_size) { EXPECT_ROCBLAS_STATUS(rocsolver_labrd(handle, m, n, nb, (T*)nullptr, lda, (S*)nullptr, (S*)nullptr, (T*)nullptr, (T*)nullptr, (T*)nullptr, ldx, (T*)nullptr, ldy), 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_labrd(handle, m, n, nb, (T*)nullptr, lda, (S*)nullptr, (S*)nullptr, (T*)nullptr, (T*)nullptr, (T*)nullptr, ldx, (T*)nullptr, ldy)); 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 hARes(size_ARes, 1, size_ARes, 1); host_strided_batch_vector hD(size_D, 1, size_D, 1); host_strided_batch_vector hE(size_E, 1, size_E, 1); host_strided_batch_vector hTauq(size_Q, 1, size_Q, 1); host_strided_batch_vector hTaup(size_P, 1, size_P, 1); host_strided_batch_vector hX(size_X, 1, size_X, 1); host_strided_batch_vector hXRes(size_XRes, 1, size_XRes, 1); host_strided_batch_vector hY(size_Y, 1, size_Y, 1); host_strided_batch_vector hYRes(size_YRes, 1, size_YRes, 1); device_strided_batch_vector dA(size_A, 1, size_A, 1); device_strided_batch_vector dD(size_D, 1, size_D, 1); device_strided_batch_vector dE(size_E, 1, size_E, 1); device_strided_batch_vector dTauq(size_Q, 1, size_Q, 1); device_strided_batch_vector dTaup(size_P, 1, size_P, 1); device_strided_batch_vector dX(size_X, 1, size_X, 1); device_strided_batch_vector dY(size_Y, 1, size_Y, 1); if(size_A) CHECK_HIP_ERROR(dA.memcheck()); if(size_D) CHECK_HIP_ERROR(dD.memcheck()); if(size_E) CHECK_HIP_ERROR(dE.memcheck()); if(size_Q) CHECK_HIP_ERROR(dTauq.memcheck()); if(size_P) CHECK_HIP_ERROR(dTaup.memcheck()); if(size_X) CHECK_HIP_ERROR(dX.memcheck()); if(size_Y) CHECK_HIP_ERROR(dY.memcheck()); // check quick return if(m == 0 || n == 0 || nb == 0) { EXPECT_ROCBLAS_STATUS(rocsolver_labrd(handle, m, n, nb, dA.data(), lda, dD.data(), dE.data(), dTauq.data(), dTaup.data(), dX.data(), ldx, dY.data(), ldy), rocblas_status_success); if(argus.timing) rocsolver_bench_inform(inform_quick_return); return; } // check computations if(argus.unit_check || argus.norm_check) labrd_getError(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy, hA, hARes, hD, hE, hTauq, hTaup, hX, hXRes, hY, hYRes, &max_error); // collect performance data if(argus.timing && hot_calls > 0) labrd_getPerfData(handle, m, n, nb, dA, lda, dD, dE, dTauq, dTaup, dX, ldx, dY, ldy, hA, hD, hE, hTauq, hTaup, hX, hY, &gpu_time_used, &cpu_time_used, hot_calls, argus.profile, argus.profile_kernels, argus.perf); // validate results for rocsolver-test // using nb * max(m,n) * machine_precision as tolerance if(argus.unit_check) ROCSOLVER_TEST_CHECK(T, max_error, nb * std::max(m, n)); // output results for rocsolver-bench if(argus.timing) { if(!argus.perf) { rocsolver_bench_header("Arguments:"); rocsolver_bench_output("m", "n", "nb", "lda", "ldx", "ldy"); rocsolver_bench_output(m, n, nb, lda, ldx, ldy); 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_LABRD(...) extern template void testing_labrd<__VA_ARGS__>(Arguments&); INSTANTIATE(EXTERN_TESTING_LABRD, FOREACH_SCALAR_TYPE, APPLY_STAMP)