/* ************************************************************************ * Copyright (C) 2016-2025 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell cop- * ies of the Software, and to permit persons to whom the Software is furnished * to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IM- * PLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS * FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR * COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER * IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNE- * CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. * * ************************************************************************ */ #pragma once #include "testing_common.hpp" #define ERROR_EPS_MULTIPLIER 40 #define RESIDUAL_EPS_MULTIPLIER 40 template void testing_trsv_bad_arg(const Arguments& arg) { auto rocblas_trsv_fn = arg.api & c_API_FORTRAN ? rocblas_trsv : rocblas_trsv; auto rocblas_trsv_fn_64 = arg.api & c_API_FORTRAN ? rocblas_trsv_64 : rocblas_trsv_64; const int64_t N = 100; const int64_t lda = 100; const int64_t incx = 1; const rocblas_operation transA = rocblas_operation_none; const rocblas_fill uplo = rocblas_fill_lower; const rocblas_diagonal diag = rocblas_diagonal_non_unit; rocblas_local_handle handle{arg}; // Naming: `h` is in CPU (host) memory(eg hA), `d` is in GPU (device) memory (eg dA). // Allocate host memory HOST_MEMCHECK(host_matrix, hA, (N, N, lda)); HOST_MEMCHECK(host_vector, hx, (N, incx)); // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (N, N, lda)); DEVICE_MEMCHECK(device_vector, dx, (N, incx)); // Checks. DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_trsv_fn, (nullptr, uplo, transA, diag, N, dA, lda, dx, incx)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_trsv_fn, (handle, rocblas_fill_full, transA, diag, N, dA, lda, dx, incx)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_trsv_fn, (handle, uplo, (rocblas_operation)rocblas_fill_full, diag, N, dA, lda, dx, incx)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_trsv_fn, (handle, uplo, transA, (rocblas_diagonal)rocblas_fill_full, N, dA, lda, dx, incx)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_trsv_fn, (handle, uplo, transA, diag, N, nullptr, lda, dx, incx)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_trsv_fn, (handle, uplo, transA, diag, N, dA, lda, nullptr, incx)); } template void testing_trsv(const Arguments& arg) { auto rocblas_trsv_fn = arg.api & c_API_FORTRAN ? rocblas_trsv : rocblas_trsv; auto rocblas_trsv_fn_64 = arg.api & c_API_FORTRAN ? rocblas_trsv_64 : rocblas_trsv_64; int64_t N = arg.N; int64_t lda = arg.lda; int64_t incx = arg.incx; char char_uplo = arg.uplo; char char_transA = arg.transA; char char_diag = arg.diag; rocblas_fill uplo = char2rocblas_fill(char_uplo); rocblas_operation transA = char2rocblas_operation(char_transA); rocblas_diagonal diag = char2rocblas_diagonal(char_diag); rocblas_status status; rocblas_local_handle handle{arg}; // check here to prevent undefined memory allocation error bool invalid_size = N < 0 || lda < N || lda < 1 || !incx; if(invalid_size || !N) { DAPI_EXPECT(invalid_size ? rocblas_status_invalid_size : rocblas_status_success, rocblas_trsv_fn, (handle, uplo, transA, diag, N, nullptr, lda, nullptr, incx)); return; } // Naming: `h` is in CPU (host) memory(eg hA), `d` is in GPU (device) memory (eg dA). // Allocate host memory HOST_MEMCHECK(host_matrix, hA, (N, N, lda)); HOST_MEMCHECK(host_matrix, hAAT, (N, N, lda)); HOST_MEMCHECK(host_vector, hb, (N, incx)); HOST_MEMCHECK(host_vector, hx, (N, incx)); HOST_MEMCHECK(host_vector, hx_or_b, (N, incx)); HOST_MEMCHECK(host_vector, cpu_x_or_b, (N, incx)); // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (N, N, lda)); DEVICE_MEMCHECK(device_vector, dx_or_b, (N, incx)); // Initialize data on host memory rocblas_init_matrix(hA, arg, rocblas_client_never_set_nan, rocblas_client_diagonally_dominant_triangular_matrix, true); rocblas_init_vector(hx, arg, rocblas_client_never_set_nan, false, true); // make hA unit diagonal if diag == rocblas_diagonal_unit if(diag == rocblas_diagonal_unit) { make_unit_diagonal(uplo, (T*)hA, lda, N); } hb = hx; // Calculate hb = hA*hx; ref_trmv(uplo, transA, diag, N, hA, lda, hb, incx); cpu_x_or_b = hb; // cpuXorB <- B hx_or_b = hb; // copy data from CPU to device CHECK_HIP_ERROR(dx_or_b.transfer_from(hx_or_b)); CHECK_HIP_ERROR(dA.transfer_from(hA)); double max_err_host = 0.0; double max_err_dev = 0.0; double error_eps_multiplier = ERROR_EPS_MULTIPLIER; double residual_eps_multiplier = RESIDUAL_EPS_MULTIPLIER; double eps = std::numeric_limits>::epsilon(); if(!ROCBLAS_REALLOC_ON_DEMAND) { // Compute size CHECK_ROCBLAS_ERROR(rocblas_start_device_memory_size_query(handle)); CHECK_ALLOC_QUERY(rocblas_trsv_fn(handle, uplo, transA, diag, N, dA, lda, dx_or_b, incx)); size_t size; CHECK_ROCBLAS_ERROR(rocblas_stop_device_memory_size_query(handle, &size)); // Allocate memory CHECK_ROCBLAS_ERROR(rocblas_set_device_memory_size(handle, size)); } if(arg.unit_check || arg.norm_check) { if(arg.pointer_mode_host) { // calculate dxorb <- A^(-1) b rocblas_device_pointer_host CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); handle.pre_test(arg); DAPI_CHECK(rocblas_trsv_fn, (handle, uplo, transA, diag, N, dA, lda, dx_or_b, incx)); handle.post_test(arg); CHECK_HIP_ERROR(hx_or_b.transfer_from(dx_or_b)); } if(arg.pointer_mode_device) { // calculate dxorb <- A^(-1) b rocblas_device_pointer_device CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); CHECK_HIP_ERROR(dx_or_b.transfer_from(cpu_x_or_b)); handle.pre_test(arg); DAPI_CHECK(rocblas_trsv_fn, (handle, uplo, transA, diag, N, dA, lda, dx_or_b, incx)); handle.post_test(arg); if(arg.repeatability_check) { HOST_MEMCHECK(host_vector, hx_or_b_copy, (N, incx)); CHECK_HIP_ERROR(hx_or_b.transfer_from(dx_or_b)); // multi-GPU support int device_id, device_count; CHECK_HIP_ERROR(limit_device_count(device_count, (int)arg.devices)); for(int dev_id = 0; dev_id < device_count; dev_id++) { CHECK_HIP_ERROR(hipGetDevice(&device_id)); if(device_id != dev_id) CHECK_HIP_ERROR(hipSetDevice(dev_id)); //New rocblas handle for new device rocblas_local_handle handle_copy{arg}; // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA_copy, (N, N, lda)); DEVICE_MEMCHECK(device_vector, dx_or_b_copy, (N, incx)); CHECK_HIP_ERROR(dA_copy.transfer_from(hA)); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { CHECK_HIP_ERROR(dx_or_b_copy.transfer_from(cpu_x_or_b)); DAPI_CHECK( rocblas_trsv_fn, (handle_copy, uplo, transA, diag, N, dA_copy, lda, dx_or_b_copy, incx)); CHECK_HIP_ERROR(hx_or_b_copy.transfer_from(dx_or_b_copy)); unit_check_general(1, N, incx, hx_or_b, hx_or_b_copy); } } return; } } if(arg.pointer_mode_host) { // computed result is in hx_or_b, so forward error is E = hx - hx_or_b // calculate norm 1 of vector E max_err_host = rocblas_abs(vector_norm_1(N, incx, hx, hx_or_b)); if(arg.unit_check) trsm_err_res_check(max_err_host, N, error_eps_multiplier, eps); // hx_or_b contains A * (calculated X), so res = A * (calculated x) - b = hx_or_b - hb ref_trmv(uplo, transA, diag, N, hA, lda, hx_or_b, incx); // Calculate norm 1 of vector res auto max_err_host_res = rocblas_abs(vector_norm_1(N, incx, hx_or_b, hb)); if(arg.unit_check) trsm_err_res_check(max_err_host_res, N, residual_eps_multiplier, eps); max_err_host = std::max(max_err_host, max_err_host_res); } if(arg.pointer_mode_device) { CHECK_HIP_ERROR(hx_or_b.transfer_from(dx_or_b)); max_err_dev = rocblas_abs(vector_norm_1(N, incx, hx, hx_or_b)); if(arg.unit_check) trsm_err_res_check(max_err_dev, N, error_eps_multiplier, eps); ref_trmv(uplo, transA, diag, N, hA, lda, hx_or_b, incx); auto max_err_dev_res = rocblas_abs(vector_norm_1(N, incx, hx_or_b, hb)); if(arg.unit_check) trsm_err_res_check(max_err_dev_res, N, residual_eps_multiplier, eps); max_err_dev = std::max(max_err_dev, max_err_dev_res); } } if(arg.timing) { double gpu_time_used, cpu_time_used = 0.0; int number_cold_calls = arg.cold_iters; int total_calls = number_cold_calls + arg.iters; hipStream_t stream; CHECK_ROCBLAS_ERROR(rocblas_get_stream(handle, &stream)); for(int iter = 0; iter < total_calls; iter++) { if(iter == number_cold_calls) gpu_time_used = get_time_us_sync(stream); DAPI_DISPATCH(rocblas_trsv_fn, (handle, uplo, transA, diag, N, dA, lda, dx_or_b, incx)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; // in microseconds if(arg.unit_check || arg.norm_check) { // CPU cblas cpu_time_used = get_time_us_no_sync(); ref_trsv(uplo, transA, diag, N, hA, lda, cpu_x_or_b, incx); cpu_time_used = get_time_us_no_sync() - cpu_time_used; } ArgumentModel{}.log_args( rocblas_cout, arg, gpu_time_used, trsv_gflop_count(N), ArgumentLogging::NA_value, cpu_time_used, max_err_host, max_err_dev); } }