/* ************************************************************************ * Copyright (C) 2018-2025 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" template void testing_ger_bad_arg(const Arguments& arg) { auto rocblas_ger_fn = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_ger : rocblas_ger) : (CONJ ? rocblas_ger : rocblas_ger); auto rocblas_ger_fn_64 = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_ger_64 : rocblas_ger_64) : (CONJ ? rocblas_ger_64 : rocblas_ger_64); for(auto pointer_mode : {rocblas_pointer_mode_host, rocblas_pointer_mode_device}) { rocblas_local_handle handle{arg}; CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, pointer_mode)); int64_t M = 100; int64_t N = 100; int64_t incx = 1; int64_t incy = 1; int64_t lda = 100; DEVICE_MEMCHECK(device_vector, alpha_d, (1)); DEVICE_MEMCHECK(device_vector, zero_d, (1)); const T alpha_h(1), zero_h(0); const T* alpha = &alpha_h; const T* zero = &zero_h; if(pointer_mode == rocblas_pointer_mode_device) { CHECK_HIP_ERROR(hipMemcpy(alpha_d, alpha, sizeof(*alpha), hipMemcpyHostToDevice)); alpha = alpha_d; CHECK_HIP_ERROR(hipMemcpy(zero_d, zero, sizeof(*zero), hipMemcpyHostToDevice)); zero = zero_d; } // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (M, N, lda)); DEVICE_MEMCHECK(device_vector, dx, (M, incx)); DEVICE_MEMCHECK(device_vector, dy, (N, incy)); DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_ger_fn, (nullptr, M, N, alpha, dx, incx, dy, incy, dA, lda)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_ger_fn, (handle, M, N, nullptr, dx, incx, dy, incy, dA, lda)); if(pointer_mode == rocblas_pointer_mode_host) { DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_ger_fn, (handle, M, N, alpha, nullptr, incx, dy, incy, dA, lda)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_ger_fn, (handle, M, N, alpha, dx, incx, nullptr, incy, dA, lda)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_ger_fn, (handle, M, N, alpha, dx, incx, dy, incy, nullptr, lda)); } // N==0 all pointers may be null DAPI_CHECK(rocblas_ger_fn, (handle, M, 0, nullptr, dx, incx, nullptr, incy, nullptr, lda)); // alpha==0 all pointers may be null DAPI_CHECK(rocblas_ger_fn, (handle, M, N, zero, nullptr, incx, nullptr, incy, nullptr, lda)); } } template void testing_ger(const Arguments& arg) { auto rocblas_ger_fn = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_ger : rocblas_ger) : (CONJ ? rocblas_ger : rocblas_ger); auto rocblas_ger_fn_64 = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_ger_64 : rocblas_ger_64) : (CONJ ? rocblas_ger_64 : rocblas_ger_64); int64_t M = arg.M; int64_t N = arg.N; int64_t incx = arg.incx; int64_t incy = arg.incy; int64_t lda = arg.lda; T h_alpha = arg.get_alpha(); rocblas_local_handle handle{arg}; // argument check before allocating invalid memory if(M < 0 || N < 0 || lda < M || lda < 1 || !incx || !incy) { DAPI_EXPECT(rocblas_status_invalid_size, rocblas_ger_fn, (handle, M, N, nullptr, nullptr, incx, nullptr, incy, nullptr, lda)); 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, (M, N, lda)); HOST_MEMCHECK(host_matrix, hA_gold, (M, N, lda)); HOST_MEMCHECK(host_vector, hx, (M, incx)); HOST_MEMCHECK(host_vector, hy, (N, incy)); HOST_MEMCHECK(host_vector, halpha, (1)); halpha[0] = h_alpha; // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (M, N, lda)); DEVICE_MEMCHECK(device_vector, dx, (M, incx)); DEVICE_MEMCHECK(device_vector, dy, (N, incy)); DEVICE_MEMCHECK(device_vector, d_alpha, (1)); // Initialize data on host memory rocblas_init_matrix(hA, arg, rocblas_client_never_set_nan, rocblas_client_general_matrix, true); rocblas_init_vector(hx, arg, rocblas_client_alpha_sets_nan, false, true); rocblas_init_vector(hy, arg, rocblas_client_alpha_sets_nan); // copy matrix is easy in STL; hA_gold = hA: save a copy in hA_gold which will be output of // CPU BLAS hA_gold = hA; // Transfer data from CPU to device CHECK_HIP_ERROR(dA.transfer_from(hA)); CHECK_HIP_ERROR(dx.transfer_from(hx)); CHECK_HIP_ERROR(dy.transfer_from(hy)); double cpu_time_used; double rocblas_error_host; double rocblas_error_device; if(arg.unit_check || arg.norm_check) { if(arg.pointer_mode_host) { CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); handle.pre_test(arg); DAPI_CHECK(rocblas_ger_fn, (handle, M, N, &h_alpha, dx, incx, dy, incy, dA, lda)); handle.post_test(arg); // Transfer output from device to CPU CHECK_HIP_ERROR(hA.transfer_from(dA)); } if(arg.pointer_mode_device) { CHECK_HIP_ERROR(d_alpha.transfer_from(halpha)); CHECK_HIP_ERROR(dA.transfer_from(hA_gold)); // gold still original hA CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); handle.pre_test(arg); DAPI_CHECK(rocblas_ger_fn, (handle, M, N, d_alpha, dx, incx, dy, incy, dA, lda)); handle.post_test(arg); if(arg.repeatability_check) { HOST_MEMCHECK(host_matrix, hA_copy, (M, N, lda)); CHECK_HIP_ERROR(hA.transfer_from(dA)); // 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 in new device DEVICE_MEMCHECK(device_matrix, dA_copy, (M, N, lda)); DEVICE_MEMCHECK(device_vector, dx_copy, (M, incx)); DEVICE_MEMCHECK(device_vector, dy_copy, (N, incy)); DEVICE_MEMCHECK(device_vector, d_alpha_copy, (1)); CHECK_HIP_ERROR(dx_copy.transfer_from(hx)); CHECK_HIP_ERROR(dy_copy.transfer_from(hy)); CHECK_HIP_ERROR(d_alpha_copy.transfer_from(halpha)); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { CHECK_HIP_ERROR(dA_copy.transfer_from(hA_gold)); // gold still original hA DAPI_CHECK(rocblas_ger_fn, (handle_copy, M, N, d_alpha_copy, dx_copy, incx, dy_copy, incy, dA_copy, lda)); CHECK_HIP_ERROR(hA_copy.transfer_from(dA_copy)); unit_check_general(M, N, lda, hA, hA_copy); } } return; } } // CPU BLAS cpu_time_used = get_time_us_no_sync(); ref_ger(M, N, h_alpha, hx, incx, hy, incy, hA_gold, lda); cpu_time_used = get_time_us_no_sync() - cpu_time_used; if(arg.pointer_mode_host) { if(arg.unit_check) { if(std::is_same_v || std::is_same_v) { unit_check_general(M, N, lda, hA_gold, hA); } else { const double tol = N * sum_error_tolerance; near_check_general(M, N, lda, hA_gold, hA, tol); } } if(arg.norm_check) { rocblas_error_host = norm_check_general('F', M, N, lda, hA_gold, hA); } } if(arg.pointer_mode_device) { CHECK_HIP_ERROR(hA.transfer_from(dA)); if(arg.unit_check) { if(std::is_same_v || std::is_same_v) { unit_check_general(M, N, lda, hA_gold, hA); } else { const double tol = N * sum_error_tolerance; near_check_general(M, N, lda, hA_gold, hA, tol); } } if(arg.norm_check) { rocblas_error_device = norm_check_general('F', M, N, lda, hA_gold, hA); } } } if(arg.timing) { double gpu_time_used; int number_cold_calls = arg.cold_iters; int total_calls = number_cold_calls + arg.iters; CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); 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_ger_fn, (handle, M, N, &h_alpha, dx, incx, dy, incy, dA, lda)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; ArgumentModel{}.log_args( rocblas_cout, arg, gpu_time_used, ger_gflop_count(M, N), ger_gbyte_count(M, N), cpu_time_used, rocblas_error_host, rocblas_error_device); } }