/* ************************************************************************ * 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_rotmg_batched_bad_arg(const Arguments& arg) { auto rocblas_rotmg_batched_fn = arg.api & c_API_FORTRAN ? rocblas_rotmg_batched : rocblas_rotmg_batched; auto rocblas_rotmg_batched_fn_64 = arg.api & c_API_FORTRAN ? rocblas_rotmg_batched_64 : rocblas_rotmg_batched_64; int64_t batch_count = 5; rocblas_local_handle handle{arg}; // Allocate device memory DEVICE_MEMCHECK(device_batch_vector, d1, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, d2, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, x1, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, y1, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, param, (5, 1, batch_count)); DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_rotmg_batched_fn, (nullptr, d1.ptr_on_device(), d2.ptr_on_device(), x1.ptr_on_device(), y1.ptr_on_device(), param.ptr_on_device(), batch_count)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_rotmg_batched_fn, (handle, nullptr, d2.ptr_on_device(), x1.ptr_on_device(), y1.ptr_on_device(), param.ptr_on_device(), batch_count)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_rotmg_batched_fn, (handle, d1.ptr_on_device(), nullptr, x1.ptr_on_device(), y1.ptr_on_device(), param.ptr_on_device(), batch_count)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_rotmg_batched_fn, (handle, d1.ptr_on_device(), d2.ptr_on_device(), nullptr, y1.ptr_on_device(), param.ptr_on_device(), batch_count)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_rotmg_batched_fn, (handle, d1.ptr_on_device(), d2.ptr_on_device(), x1.ptr_on_device(), nullptr, param.ptr_on_device(), batch_count)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_rotmg_batched_fn, (handle, d1.ptr_on_device(), d2.ptr_on_device(), x1.ptr_on_device(), y1.ptr_on_device(), nullptr, batch_count)); } template void testing_rotmg_batched(const Arguments& arg) { auto rocblas_rotmg_batched_fn = arg.api & c_API_FORTRAN ? rocblas_rotmg_batched : rocblas_rotmg_batched; auto rocblas_rotmg_batched_fn_64 = arg.api & c_API_FORTRAN ? rocblas_rotmg_batched_64 : rocblas_rotmg_batched_64; int64_t batch_count = arg.batch_count; rocblas_local_handle handle{arg}; double gpu_time_used, cpu_time_used; double norm_error_host = 0.0, norm_error_device = 0.0; T rel_error = std::numeric_limits::epsilon() * 1000; // check to prevent undefined memory allocation error if(batch_count <= 0) { CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); DAPI_CHECK(rocblas_rotmg_batched_fn, (handle, nullptr, nullptr, nullptr, nullptr, nullptr, batch_count)); return; } // Naming: `h` is in CPU (host) memory(eg hd1), `d` is in GPU (device) memory (eg dd1). // Allocate host memory HOST_MEMCHECK(host_batch_vector, hd1, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hd2, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hx, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hy, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hparams, (5, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hd1_gold, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hd2_gold, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hx_gold, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hy_gold, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, hparams_gold, (5, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, rd1, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, rd2, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, rx, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, ry, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, rparams, (5, 1, batch_count)); // Allocate device memory DEVICE_MEMCHECK(device_batch_vector, dd1, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dd2, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dx, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dy, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dparams, (5, 1, batch_count)); if(arg.unit_check || arg.norm_check) { const int TEST_COUNT = 100; int test_count = !(arg.api & c_API_64) ? TEST_COUNT : 1; // only test 1 64bit API sizes for(int i = 0; i < test_count; i++) { // Initialize data on host memory rocblas_init_vector(hd1, arg, rocblas_client_alpha_sets_nan, true); rocblas_init_vector(hd2, arg, rocblas_client_alpha_sets_nan, false); rocblas_init_vector(hx, arg, rocblas_client_alpha_sets_nan, false); rocblas_init_vector(hy, arg, rocblas_client_alpha_sets_nan, false); rocblas_init_vector(hparams, arg, rocblas_client_alpha_sets_nan, false); hd1_gold.copy_from(hd1); hd2_gold.copy_from(hd2); hx_gold.copy_from(hx); hy_gold.copy_from(hy); hparams_gold.copy_from(hparams); cpu_time_used = get_time_us_no_sync(); for(size_t b = 0; b < batch_count; b++) { ref_rotmg(hd1_gold[b], hd2_gold[b], hx_gold[b], hy_gold[b], hparams_gold[b]); } cpu_time_used = get_time_us_no_sync() - cpu_time_used; if(arg.pointer_mode_host) { rd1.copy_from(hd1); rd2.copy_from(hd2); rx.copy_from(hx); ry.copy_from(hy); rparams.copy_from(hparams); CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); handle.pre_test(arg); DAPI_CHECK(rocblas_rotmg_batched_fn, (handle, rd1, rd2, rx, ry, rparams, batch_count)); handle.post_test(arg); if(arg.unit_check) { near_check_general(1, 1, 1, rd1, hd1_gold, batch_count, rel_error); near_check_general(1, 1, 1, rd2, hd2_gold, batch_count, rel_error); near_check_general(1, 1, 1, rx, hx_gold, batch_count, rel_error); near_check_general(1, 1, 1, ry, hy_gold, batch_count, rel_error); near_check_general(1, 5, 1, rparams, hparams_gold, batch_count, rel_error); } if(arg.norm_check) { norm_error_host = norm_check_general('F', 1, 1, 1, rd1, hd1_gold, batch_count); norm_error_host += norm_check_general('F', 1, 1, 1, rd2, hd2_gold, batch_count); norm_error_host += norm_check_general('F', 1, 1, 1, rx, hx_gold, batch_count); norm_error_host += norm_check_general('F', 1, 1, 1, ry, hy_gold, batch_count); norm_error_host += norm_check_general('F', 1, 5, 1, rparams, hparams_gold, batch_count); } } if(arg.pointer_mode_device) { CHECK_HIP_ERROR(dd1.transfer_from(hd1)); CHECK_HIP_ERROR(dd2.transfer_from(hd2)); CHECK_HIP_ERROR(dx.transfer_from(hx)); CHECK_HIP_ERROR(dy.transfer_from(hy)); CHECK_HIP_ERROR(dparams.transfer_from(hparams)); CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); handle.pre_test(arg); DAPI_CHECK(rocblas_rotmg_batched_fn, (handle, dd1.ptr_on_device(), dd2.ptr_on_device(), dx.ptr_on_device(), dy.ptr_on_device(), dparams.ptr_on_device(), batch_count)); handle.post_test(arg); CHECK_HIP_ERROR(rd1.transfer_from(dd1)); CHECK_HIP_ERROR(rd2.transfer_from(dd2)); CHECK_HIP_ERROR(rx.transfer_from(dx)); CHECK_HIP_ERROR(ry.transfer_from(dy)); CHECK_HIP_ERROR(rparams.transfer_from(dparams)); if(arg.repeatability_check) { HOST_MEMCHECK(host_batch_vector, rd1_copy, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, rd2_copy, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, rx_copy, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, ry_copy, (1, 1, batch_count)); HOST_MEMCHECK(host_batch_vector, rparams_copy, (5, 1, batch_count)); // 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_batch_vector, dd1_copy, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dd2_copy, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dx_copy, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dy_copy, (1, 1, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dparams_copy, (5, 1, batch_count)); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { CHECK_HIP_ERROR(dd1_copy.transfer_from(hd1)); CHECK_HIP_ERROR(dd2_copy.transfer_from(hd2)); CHECK_HIP_ERROR(dx_copy.transfer_from(hx)); CHECK_HIP_ERROR(dy_copy.transfer_from(hy)); CHECK_HIP_ERROR(dparams_copy.transfer_from(hparams)); DAPI_CHECK(rocblas_rotmg_batched_fn, (handle_copy, dd1_copy.ptr_on_device(), dd2_copy.ptr_on_device(), dx_copy.ptr_on_device(), dy_copy.ptr_on_device(), dparams_copy.ptr_on_device(), batch_count)); CHECK_HIP_ERROR(rd1_copy.transfer_from(dd1_copy)); CHECK_HIP_ERROR(rd2_copy.transfer_from(dd2_copy)); CHECK_HIP_ERROR(rx_copy.transfer_from(dx_copy)); CHECK_HIP_ERROR(ry_copy.transfer_from(dy_copy)); CHECK_HIP_ERROR(rparams_copy.transfer_from(dparams_copy)); unit_check_general(1, 1, 1, rd1, rd1_copy, batch_count); unit_check_general(1, 1, 1, rd2, rd2_copy, batch_count); unit_check_general(1, 1, 1, rx, rx_copy, batch_count); unit_check_general(1, 1, 1, ry, ry_copy, batch_count); unit_check_general(1, 5, 1, rparams, rparams_copy, batch_count); } } return; } if(arg.unit_check) { near_check_general(1, 1, 1, rd1, hd1_gold, batch_count, rel_error); near_check_general(1, 1, 1, rd2, hd2_gold, batch_count, rel_error); near_check_general(1, 1, 1, rx, hx_gold, batch_count, rel_error); near_check_general(1, 1, 1, ry, hy_gold, batch_count, rel_error); near_check_general(1, 5, 1, rparams, hparams_gold, batch_count, rel_error); } if(arg.norm_check) { norm_error_device = norm_check_general('F', 1, 1, 1, rd1, hx_gold, batch_count); norm_error_device += norm_check_general('F', 1, 1, 1, rd2, hd2_gold, batch_count); norm_error_device += norm_check_general('F', 1, 1, 1, rx, hx_gold, batch_count); norm_error_device += norm_check_general('F', 1, 1, 1, ry, hy_gold, batch_count); norm_error_device += norm_check_general('F', 1, 5, 1, rparams, hparams_gold, batch_count); } } } } if(arg.timing) { 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_device)); CHECK_HIP_ERROR(dd1.transfer_from(hd1)); CHECK_HIP_ERROR(dd2.transfer_from(hd2)); CHECK_HIP_ERROR(dx.transfer_from(hx)); CHECK_HIP_ERROR(dy.transfer_from(hy)); CHECK_HIP_ERROR(dparams.transfer_from(hparams)); 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_rotmg_batched_fn, (handle, dd1.ptr_on_device(), dd2.ptr_on_device(), dx.ptr_on_device(), dy.ptr_on_device(), dparams.ptr_on_device(), batch_count)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; ArgumentModel{}.log_args(rocblas_cout, arg, gpu_time_used, ArgumentLogging::NA_value, ArgumentLogging::NA_value, cpu_time_used, norm_error_host, norm_error_device); } }