/* ************************************************************************** * Copyright (C) 2020-2026 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 latrd_checkBadArgs(const rocblas_handle handle, const rocblas_fill uplo, const rocblas_int n, const rocblas_int k, T dA, const rocblas_int lda, S dE, T dTau, T dW, const rocblas_int ldw) { // handle EXPECT_ROCBLAS_STATUS(rocsolver_latrd(nullptr, uplo, n, k, dA, lda, dE, dTau, dW, ldw), rocblas_status_invalid_handle); // values EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, rocblas_fill_full, n, k, dA, lda, dE, dTau, dW, ldw), rocblas_status_invalid_value); // pointers EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, k, (T) nullptr, lda, dE, dTau, dW, ldw), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, k, dA, lda, (S) nullptr, dTau, dW, ldw), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, k, dA, lda, dE, (T) nullptr, dW, ldw), rocblas_status_invalid_pointer); EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, k, dA, lda, dE, dTau, (T) nullptr, ldw), rocblas_status_invalid_pointer); // quick return with invalid pointers EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, 0, dA, lda, dE, dTau, (T) nullptr, ldw), rocblas_status_success); EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, 0, 0, (T) nullptr, lda, (S) nullptr, (T) nullptr, (T) nullptr, ldw), rocblas_status_success); } template void testing_latrd_bad_arg() { using S = decltype(std::real(T{})); // safe arguments rocblas_local_handle handle; rocblas_fill uplo = rocblas_fill_upper; rocblas_int n = 1; rocblas_int k = 1; rocblas_int lda = 1; rocblas_int ldw = 1; // memory allocations device_strided_batch_vector dA(1, 1, 1, 1); device_strided_batch_vector dE(1, 1, 1, 1); device_strided_batch_vector dTau(1, 1, 1, 1); device_strided_batch_vector dW(1, 1, 1, 1); CHECK_HIP_ERROR(dA.memcheck()); CHECK_HIP_ERROR(dE.memcheck()); CHECK_HIP_ERROR(dTau.memcheck()); CHECK_HIP_ERROR(dW.memcheck()); // check bad arguments latrd_checkBadArgs(handle, uplo, n, k, dA.data(), lda, dE.data(), dTau.data(), dW.data(), ldw); } template , int> = 0> void latrd_initData(const rocblas_handle handle, const rocblas_int n, Td& dA, const rocblas_int lda, Th& hA) { if(CPU) { rocblas_init(hA, true); // scale A to avoid singularities for(rocblas_int i = 0; i < n; i++) { for(rocblas_int j = 0; j < n; j++) { if(i == j || (i == j + 1) || (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 , int> = 0> void latrd_initData(const rocblas_handle handle, const rocblas_int n, Td& dA, const rocblas_int lda, Th& hA) { if(CPU) { rocblas_init(hA, true); // scale A to avoid singularities for(rocblas_int i = 0; i < n; i++) { for(rocblas_int j = 0; j < n; j++) { if(i == j) hA[0][i + j * lda] = hA[0][i + j * lda].real() + 400; else if((i == j + 1) || (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 latrd_getError(const rocblas_handle handle, const rocblas_fill uplo, const rocblas_int n, const rocblas_int k, Td& dA, const rocblas_int lda, Sd& dE, Td& dTau, Td& dW, const rocblas_int ldw, Th& hA, Th& hARes, Sh& hE, Th& hTau, Th& hW, Th& hWRes, double* max_err) { // input data initialization latrd_initData(handle, n, dA, lda, hA); // execute computations // GPU lapack CHECK_ROCBLAS_ERROR(rocsolver_latrd(handle, uplo, n, k, dA.data(), lda, dE.data(), dTau.data(), dW.data(), ldw)); CHECK_HIP_ERROR(hARes.transfer_from(dA)); CHECK_HIP_ERROR(hWRes.transfer_from(dW)); // CPU lapack cpu_latrd(uplo, n, k, hA[0], lda, hE[0], hTau[0], hW[0], ldw); // error is max(||hA - hARes|| / ||hA||, ||hW - hWRes|| / ||hW||) // (THIS DOES NOT ACCOUNT FOR NUMERICAL REPRODUCIBILITY // ISSUES. IT MIGHT BE REVISITED IN THE FUTURE) using frobenius norm double err; rocblas_int offset = (uplo == rocblas_fill_lower) ? k : 0; *max_err = 0; err = norm_error('F', n, n, lda, hA[0], hARes[0]); *max_err = err > *max_err ? err : *max_err; err = norm_error('F', n - k, k, ldw, hW[0] + offset, hWRes[0] + offset); *max_err = err > *max_err ? err : *max_err; } template void latrd_getPerfData(const rocblas_handle handle, const rocblas_fill uplo, const rocblas_int n, const rocblas_int k, Td& dA, const rocblas_int lda, Sd& dE, Td& dTau, Td& dW, const rocblas_int ldw, Th& hA, Sh& hE, Th& hTau, Th& hW, 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) { latrd_initData(handle, n, dA, lda, hA); // cpu-lapack performance *cpu_time_used = get_time_us_no_sync(); memset(hW[0], 0, ldw * k * sizeof(T)); cpu_latrd(uplo, n, k, hA[0], lda, hE[0], hTau[0], hW[0], ldw); *cpu_time_used = get_time_us_no_sync() - *cpu_time_used; } latrd_initData(handle, n, dA, lda, hA); // cold calls for(int iter = 0; iter < 2; iter++) { latrd_initData(handle, n, dA, lda, hA); CHECK_ROCBLAS_ERROR(rocsolver_latrd(handle, uplo, n, k, dA.data(), lda, dE.data(), dTau.data(), dW.data(), ldw)); } // 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++) { latrd_initData(handle, n, dA, lda, hA); timer.start(stream); rocsolver_latrd(handle, uplo, n, k, dA.data(), lda, dE.data(), dTau.data(), dW.data(), ldw); timer.end(stream); } *gpu_time_used = timer.get_combined(); } template void testing_latrd(Arguments& argus) { using S = decltype(std::real(T{})); // get arguments rocblas_local_handle handle; char uploC = argus.get("uplo"); rocblas_int n = argus.get("n"); rocblas_int k = argus.get("k", n); rocblas_int lda = argus.get("lda", n); rocblas_int ldw = argus.get("ldw", n); rocblas_fill uplo = char2rocblas_fill(uploC); rocblas_int hot_calls = argus.iters; // check non-supported values if(uplo != rocblas_fill_upper && uplo != rocblas_fill_lower) { EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, k, (T*)nullptr, lda, (S*)nullptr, (T*)nullptr, (T*)nullptr, ldw), rocblas_status_invalid_value); if(argus.timing) rocsolver_bench_inform(inform_invalid_args); return; } // determine sizes size_t size_A = lda * n; size_t size_E = n; size_t size_tau = n; size_t size_W = ldw * k; 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_WRes = (argus.unit_check || argus.norm_check) ? size_W : 0; // check invalid sizes bool invalid_size = (n < 0 || k < 0 || k > n || lda < n || ldw < n); if(invalid_size) { EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, k, (T*)nullptr, lda, (S*)nullptr, (T*)nullptr, (T*)nullptr, ldw), 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_latrd(handle, uplo, n, k, (T*)nullptr, lda, (S*)nullptr, (T*)nullptr, (T*)nullptr, ldw)); 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 hE(size_E, 1, size_E, 1); host_strided_batch_vector hTau(size_tau, 1, size_tau, 1); host_strided_batch_vector hW(size_W, 1, size_W, 1); host_strided_batch_vector hWRes(size_WRes, 1, size_WRes, 1); device_strided_batch_vector dA(size_A, 1, size_A, 1); device_strided_batch_vector dE(size_E, 1, size_E, 1); device_strided_batch_vector dTau(size_tau, 1, size_tau, 1); device_strided_batch_vector dW(size_W, 1, size_W, 1); if(size_A) CHECK_HIP_ERROR(dA.memcheck()); if(size_E) CHECK_HIP_ERROR(dE.memcheck()); if(size_tau) CHECK_HIP_ERROR(dTau.memcheck()); if(size_W) CHECK_HIP_ERROR(dW.memcheck()); // check quick return if(k == 0 || n == 0) { EXPECT_ROCBLAS_STATUS(rocsolver_latrd(handle, uplo, n, k, dA.data(), lda, dE.data(), dTau.data(), dW.data(), ldw), rocblas_status_success); if(argus.timing) rocsolver_bench_inform(inform_quick_return); return; } // check computations if(argus.unit_check || argus.norm_check) latrd_getError(handle, uplo, n, k, dA, lda, dE, dTau, dW, ldw, hA, hARes, hE, hTau, hW, hWRes, &max_error); // collect performance data if(argus.timing && hot_calls > 0) latrd_getPerfData(handle, uplo, n, k, dA, lda, dE, dTau, dW, ldw, hA, hE, hTau, hW, &gpu_time_used, &cpu_time_used, hot_calls, argus.profile, argus.profile_kernels, argus.perf); // validate results for rocsolver-test // using k*n * machine_precision as tolerance if(argus.unit_check) ROCSOLVER_TEST_CHECK(T, max_error, k * n); // output results for rocsolver-bench if(argus.timing) { if(!argus.perf) { rocsolver_bench_header("Arguments:"); rocsolver_bench_output("uplo", "n", "k", "lda", "ldw"); rocsolver_bench_output(uploC, n, k, lda, ldw); 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_LATRD(...) extern template void testing_latrd<__VA_ARGS__>(Arguments&); INSTANTIATE(EXTERN_TESTING_LATRD, FOREACH_SCALAR_TYPE, APPLY_STAMP)