/* ************************************************************************ * 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_spmv_bad_arg(const Arguments& arg) { auto rocblas_spmv_fn = arg.api & c_API_FORTRAN ? rocblas_spmv : rocblas_spmv; auto rocblas_spmv_fn_64 = arg.api & c_API_FORTRAN ? rocblas_spmv_64 : rocblas_spmv_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)); rocblas_fill uplo = rocblas_fill_upper; int64_t N = 100; int64_t incx = 1; int64_t incy = 1; DEVICE_MEMCHECK(device_vector, alpha_d, (1)); DEVICE_MEMCHECK(device_vector, beta_d, (1)); DEVICE_MEMCHECK(device_vector, one_d, (1)); DEVICE_MEMCHECK(device_vector, zero_d, (1)); const T alpha_h(1), beta_h(2), one_h(1), zero_h(0); const T* alpha = &alpha_h; const T* beta = &beta_h; const T* one = &one_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(beta_d, beta, sizeof(*beta), hipMemcpyHostToDevice)); beta = beta_d; CHECK_HIP_ERROR(hipMemcpy(one_d, one, sizeof(*one), hipMemcpyHostToDevice)); one = one_d; CHECK_HIP_ERROR(hipMemcpy(zero_d, zero, sizeof(*zero), hipMemcpyHostToDevice)); zero = zero_d; } // Allocate device memory DEVICE_MEMCHECK(device_matrix, dAp, (1, rocblas_packed_matrix_size(N), 1)); DEVICE_MEMCHECK(device_vector, dx, (N, incx)); DEVICE_MEMCHECK(device_vector, dy, (N, incy)); DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_spmv_fn, (nullptr, uplo, N, alpha, dAp, dx, incx, beta, dy, incy)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_spmv_fn, (handle, rocblas_fill_full, N, alpha, dAp, dx, incx, beta, dy, incy)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_spmv_fn, (handle, uplo, N, nullptr, dAp, dx, incx, beta, dy, incy)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_spmv_fn, (handle, uplo, N, alpha, dAp, dx, incx, nullptr, dy, incy)); if(pointer_mode == rocblas_pointer_mode_host) { DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_spmv_fn, (handle, uplo, N, alpha, nullptr, dx, incx, beta, dy, incy)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_spmv_fn, (handle, uplo, N, alpha, dAp, nullptr, incx, beta, dy, incy)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_spmv_fn, (handle, uplo, N, alpha, dAp, dx, incx, beta, nullptr, incy)); } // N is 64-bit if(arg.api & c_API_64) { int64_t n_over_int32 = 2147483649; DAPI_EXPECT(rocblas_status_invalid_size, rocblas_spmv_fn, (handle, uplo, n_over_int32, alpha, dAp, dx, incx, beta, dy, incy)); } // N==0 all pointers may be null DAPI_CHECK(rocblas_spmv_fn, (handle, uplo, 0, nullptr, nullptr, nullptr, incx, nullptr, nullptr, incy)); // alpha==0, A and x pointers may be null DAPI_CHECK(rocblas_spmv_fn, (handle, uplo, N, zero, nullptr, nullptr, incx, beta, dy, incy)); // alpha==0 and beta==1 all pointers may be null DAPI_CHECK(rocblas_spmv_fn, (handle, uplo, N, zero, nullptr, nullptr, incx, one, nullptr, incy)); } } template void testing_spmv(const Arguments& arg) { auto rocblas_spmv_fn = arg.api & c_API_FORTRAN ? rocblas_spmv : rocblas_spmv; auto rocblas_spmv_fn_64 = arg.api & c_API_FORTRAN ? rocblas_spmv_64 : rocblas_spmv_64; int64_t N = arg.N; int64_t incx = arg.incx; int64_t incy = arg.incy; HOST_MEMCHECK(host_vector, h_alpha, (1)); HOST_MEMCHECK(host_vector, h_beta, (1)); h_alpha[0] = arg.get_alpha(); h_beta[0] = arg.get_beta(); rocblas_fill uplo = char2rocblas_fill(arg.uplo); rocblas_local_handle handle{arg}; // argument sanity check before allocating invalid memory bool invalid_size = N < 0 || !incx || !incy; if(invalid_size || !N) { DAPI_EXPECT(invalid_size ? rocblas_status_invalid_size : rocblas_status_success, rocblas_spmv_fn, (handle, uplo, N, nullptr, nullptr, nullptr, incx, nullptr, nullptr, incy)); return; } // Naming: `h` is in CPU (host) memory(eg hAp), `d` is in GPU (device) memory (eg dAp). // Allocate host memory HOST_MEMCHECK(host_matrix, hA, (N, N, N)); HOST_MEMCHECK(host_matrix, hAp, (1, rocblas_packed_matrix_size(N), 1)); HOST_MEMCHECK(host_vector, hx, (N, incx)); HOST_MEMCHECK(host_vector, hy, (N, incy)); HOST_MEMCHECK(host_vector, hy_gold, (N, incy)); // gold standard // Allocate device memory DEVICE_MEMCHECK(device_matrix, dAp, (1, rocblas_packed_matrix_size(N), 1)); DEVICE_MEMCHECK(device_vector, dx, (N, incx)); DEVICE_MEMCHECK(device_vector, dy, (N, incy)); DEVICE_MEMCHECK(device_vector, d_alpha, (1)); DEVICE_MEMCHECK(device_vector, d_beta, (1)); // Initialize data on host memory rocblas_init_matrix( hA, arg, rocblas_client_alpha_sets_nan, rocblas_client_symmetric_matrix, true); rocblas_init_vector(hx, arg, rocblas_client_alpha_sets_nan, false, true); rocblas_init_vector(hy, arg, rocblas_client_beta_sets_nan); // helper function to convert regular matrix `hA` to packed matrix `hAp` regular_to_packed(uplo == rocblas_fill_upper, hA, hAp, N); // make copy in hy_gold which will later be used with CPU BLAS hy_gold = hy; // copy data from CPU to device CHECK_HIP_ERROR(dx.transfer_from(hx)); CHECK_HIP_ERROR(dy.transfer_from(hy)); CHECK_HIP_ERROR(dAp.transfer_from(hAp)); double cpu_time_used; double rocblas_error_host = 0.0, rocblas_error_device = 0.0; 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_spmv_fn, (handle, uplo, N, h_alpha, dAp, dx, incx, h_beta, dy, incy)); handle.post_test(arg); // copy output from device to CPU CHECK_HIP_ERROR(hy.transfer_from(dy)); } if(arg.pointer_mode_device) { // rocblas_pointer_mode_device test CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); CHECK_HIP_ERROR(d_alpha.transfer_from(h_alpha)); CHECK_HIP_ERROR(d_beta.transfer_from(h_beta)); CHECK_HIP_ERROR(dy.transfer_from(hy_gold)); handle.pre_test(arg); DAPI_CHECK(rocblas_spmv_fn, (handle, uplo, N, d_alpha, dAp, dx, incx, d_beta, dy, incy)); handle.post_test(arg); if(arg.repeatability_check) { HOST_MEMCHECK(host_vector, hy_copy, (N, incy)); CHECK_HIP_ERROR(hy.transfer_from(dy)); // 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, dAp_copy, (1, rocblas_packed_matrix_size(N), 1)); DEVICE_MEMCHECK(device_vector, dx_copy, (N, incx)); DEVICE_MEMCHECK(device_vector, dy_copy, (N, incy)); DEVICE_MEMCHECK(device_vector, d_alpha_copy, (1)); DEVICE_MEMCHECK(device_vector, d_beta_copy, (1)); // copy data from CPU to device CHECK_HIP_ERROR(dx_copy.transfer_from(hx)); CHECK_HIP_ERROR(dAp_copy.transfer_from(hAp)); CHECK_HIP_ERROR(d_alpha_copy.transfer_from(h_alpha)); CHECK_HIP_ERROR(d_beta_copy.transfer_from(h_beta)); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { CHECK_HIP_ERROR(dy.transfer_from(hy_gold)); DAPI_CHECK(rocblas_spmv_fn, (handle_copy, uplo, N, d_alpha_copy, dAp_copy, dx_copy, incx, d_beta_copy, dy_copy, incy)); CHECK_HIP_ERROR(hy_copy.transfer_from(dy_copy)); unit_check_general(1, N, incy, hy, hy_copy); } } return; } } cpu_time_used = get_time_us_no_sync(); // cpu reference ref_spmv(uplo, N, h_alpha[0], hAp, hx, incx, h_beta[0], hy_gold, incy); cpu_time_used = get_time_us_no_sync() - cpu_time_used; if(arg.pointer_mode_host) { if(arg.unit_check) { unit_check_general(1, N, incy, hy_gold, hy); } if(arg.norm_check) { rocblas_error_host = norm_check_general('F', 1, N, incy, hy_gold, hy); } } if(arg.pointer_mode_device) { // copy output from device to CPU CHECK_HIP_ERROR(hy.transfer_from(dy)); if(arg.unit_check) { unit_check_general(1, N, incy, hy_gold, hy); } if(arg.norm_check) { rocblas_error_device = norm_check_general('F', 1, N, incy, hy_gold, hy); } } } 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_spmv_fn, (handle, uplo, N, h_alpha, dAp, dx, incx, h_beta, dy, incy)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; ArgumentModel{}.log_args( rocblas_cout, arg, gpu_time_used, spmv_gflop_count(N), spmv_gbyte_count(N), cpu_time_used, rocblas_error_host, rocblas_error_device); } }