/* ************************************************************************ * 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_dot_batched_bad_arg(const Arguments& arg) { auto rocblas_dot_batched_fn = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_dotc_batched : rocblas_dot_batched) : (CONJ ? rocblas_dotc_batched : rocblas_dot_batched); auto rocblas_dot_batched_fn_64 = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_dotc_batched_64 : rocblas_dot_batched_64) : (CONJ ? rocblas_dotc_batched_64 : rocblas_dot_batched_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 N = 100; int64_t incx = 1; int64_t incy = 1; int64_t stride_y = incy * N; int64_t batch_count = 5; // Allocate device memory DEVICE_MEMCHECK(device_batch_vector, dx, (N, incx, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dy, (N, incy, batch_count)); DEVICE_MEMCHECK(device_vector, d_rocblas_result, (batch_count)); DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_dot_batched_fn, (nullptr, N, dx.ptr_on_device(), incx, dy.ptr_on_device(), incy, batch_count, d_rocblas_result)); DAPI_EXPECT( rocblas_status_invalid_pointer, rocblas_dot_batched_fn, (handle, N, nullptr, incx, dy.ptr_on_device(), incy, batch_count, d_rocblas_result)); DAPI_EXPECT( rocblas_status_invalid_pointer, rocblas_dot_batched_fn, (handle, N, dx.ptr_on_device(), incx, nullptr, incy, batch_count, d_rocblas_result)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_dot_batched_fn, (handle, N, dx, incx, dy, incy, batch_count, nullptr)); } } template void testing_dot_batched(const Arguments& arg) { auto rocblas_dot_batched_fn = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_dotc_batched : rocblas_dot_batched) : (CONJ ? rocblas_dotc_batched : rocblas_dot_batched); auto rocblas_dot_batched_fn_64 = arg.api & c_API_FORTRAN ? (CONJ ? rocblas_dotc_batched_64 : rocblas_dot_batched_64) : (CONJ ? rocblas_dotc_batched_64 : rocblas_dot_batched_64); int64_t N = arg.N; int64_t incx = arg.incx; int64_t incy = arg.incy; int64_t batch_count = arg.batch_count; double rocblas_error_host = 0; double rocblas_error_device = 0; rocblas_local_handle handle{arg}; // check to prevent undefined memmory allocation error if(N <= 0 || batch_count <= 0) { DEVICE_MEMCHECK(device_vector, d_rocblas_result, (std::max(batch_count, int64_t(1)))); HOST_MEMCHECK(host_vector, h_rocblas_result, (std::max(batch_count, int64_t(1)))); CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); DAPI_CHECK(rocblas_dot_batched_fn, (handle, N, nullptr, incx, nullptr, incy, batch_count, d_rocblas_result)); CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); DAPI_CHECK(rocblas_dot_batched_fn, (handle, N, nullptr, incx, nullptr, incy, batch_count, h_rocblas_result)); if(batch_count > 0) { HOST_MEMCHECK(host_vector, cpu_0, (batch_count)); HOST_MEMCHECK(host_vector, gpu_0, (batch_count)); CHECK_HIP_ERROR(gpu_0.transfer_from(d_rocblas_result)); unit_check_general(1, 1, 1, 1, cpu_0, gpu_0, batch_count); unit_check_general(1, 1, 1, 1, cpu_0, h_rocblas_result, batch_count); } return; } // Naming: `h` is in CPU (host) memory(eg hx), `d` is in GPU (device) memory (eg dx). // Allocate host memory HOST_MEMCHECK(host_batch_vector, hx, (N, incx, batch_count)); HOST_MEMCHECK(host_batch_vector, hy, (N, incy, batch_count)); HOST_MEMCHECK(host_vector, cpu_result, (batch_count)); HOST_MEMCHECK(host_vector, rocblas_result_host, (batch_count)); HOST_MEMCHECK(host_vector, rocblas_result_device, (batch_count)); //Device-arrays of pointers to device memory DEVICE_MEMCHECK(device_batch_vector, dx, (N, incx, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dy, (N, incy, batch_count)); DEVICE_MEMCHECK(device_vector, d_rocblas_result_device, (batch_count)); // Initialize data on host memory rocblas_init_vector(hx, arg, rocblas_client_alpha_sets_nan, true); rocblas_init_vector(hy, arg, rocblas_client_alpha_sets_nan, false, true); CHECK_HIP_ERROR(dx.transfer_from(hx)); CHECK_HIP_ERROR(dy.transfer_from(hy)); double gpu_time_used, cpu_time_used; // arg.algo indicates to force optimized x dot x kernel algorithm with equal inc auto dy_ptr = (arg.algo) ? dx.ptr_on_device() : dy.ptr_on_device(); auto& hy_ptr = (arg.algo) ? hx : hy; if(arg.algo) incy = incx; if(arg.unit_check || arg.norm_check) { if(arg.pointer_mode_host) { // GPU BLAS, rocblas_pointer_mode_host CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); DAPI_CHECK(rocblas_dot_batched_fn, (handle, N, dx.ptr_on_device(), incx, dy_ptr, incy, batch_count, rocblas_result_host)); } if(arg.pointer_mode_device) { // GPU BLAS, rocblas_pointer_mode_device CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); handle.pre_test(arg); DAPI_CHECK(rocblas_dot_batched_fn, (handle, N, dx.ptr_on_device(), incx, dy_ptr, incy, batch_count, d_rocblas_result_device)); handle.post_test(arg); if(arg.repeatability_check) { CHECK_HIP_ERROR(rocblas_result_device.transfer_from(d_rocblas_result_device)); HOST_MEMCHECK(host_vector, rocblas_result_device_copy, (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, dx_copy, (N, incx, batch_count)); DEVICE_MEMCHECK(device_batch_vector, dy_copy, (N, incy, batch_count)); DEVICE_MEMCHECK(device_vector, d_rocblas_result_device_copy, (batch_count)); CHECK_HIP_ERROR(dx_copy.transfer_from(hx)); CHECK_HIP_ERROR(dy_copy.transfer_from(hy)); // arg.algo indicates to force optimized x dot x kernel algorithm with equal inc auto dy_ptr_copy = (arg.algo) ? dx_copy.ptr_on_device() : dy_copy.ptr_on_device(); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { DAPI_CHECK(rocblas_dot_batched_fn, (handle_copy, N, dx_copy.ptr_on_device(), incx, dy_ptr_copy, incy, batch_count, d_rocblas_result_device_copy)); CHECK_HIP_ERROR( rocblas_result_device_copy.transfer_from(d_rocblas_result_device_copy)); unit_check_general(1, 1, 1, 1, rocblas_result_device, rocblas_result_device_copy, batch_count); } } return; } } // CPU BLAS cpu_time_used = get_time_us_no_sync(); for(size_t b = 0; b < batch_count; ++b) { (CONJ ? ref_dotc : ref_dot)(N, hx[b], incx, hy_ptr[b], incy, &cpu_result[b]); } cpu_time_used = get_time_us_no_sync() - cpu_time_used; // For large N, rocblas_half tends to diverge proportional to N // Tolerance is slightly greater than 1 / 1024.0 bool near_check = arg.initialization == rocblas_initialization::hpl || (std::is_same_v && N > 10000); if(arg.pointer_mode_host) { if(arg.unit_check) { if(near_check) { const double tol = N * sum_error_tolerance; near_check_general( 1, 1, 1, 1, cpu_result, rocblas_result_host, batch_count, tol); } else { unit_check_general(1, 1, 1, 1, cpu_result, rocblas_result_host, batch_count); } } if(arg.norm_check) { for(size_t b = 0; b < batch_count; ++b) { rocblas_error_host += rocblas_abs((cpu_result[b] - rocblas_result_host[b]) / cpu_result[b]); } } } if(arg.pointer_mode_device) { CHECK_HIP_ERROR(rocblas_result_device.transfer_from(d_rocblas_result_device)); if(arg.unit_check) { if(near_check) { const double tol = N * sum_error_tolerance; near_check_general( 1, 1, 1, 1, cpu_result, rocblas_result_device, batch_count, tol); } else { unit_check_general( 1, 1, 1, 1, cpu_result, rocblas_result_device, batch_count); } } if(arg.norm_check) { for(size_t b = 0; b < batch_count; ++b) { rocblas_error_device += rocblas_abs((cpu_result[b] - rocblas_result_device[b]) / cpu_result[b]); } } } } 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)); 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_dot_batched_fn, (handle, N, dx.ptr_on_device(), incx, dy_ptr, incy, batch_count, d_rocblas_result_device)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; ArgumentModel{}.log_args( rocblas_cout, arg, gpu_time_used, dot_gflop_count(N), dot_gbyte_count(N), cpu_time_used, rocblas_error_host, rocblas_error_device); } }