/* ************************************************************************ * 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 * copies 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 * IMPLIED, 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 CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. * * ************************************************************************ */ #include #include #include #include #include "testing_common.hpp" /* ============================================================================================ */ using hipblasSymvModel = ArgumentModel; inline void testname_symv(const Arguments& arg, std::string& name) { hipblasSymvModel{}.test_name(arg, name); } template void testing_symv_bad_arg(const Arguments& arg) { using Ts = hipblas_internal_type; auto hipblasSymvFn = arg.api == FORTRAN ? hipblasSymv : hipblasSymv; auto hipblasSymvFn_64 = arg.api == FORTRAN_64 ? hipblasSymv_64 : hipblasSymv_64; for(auto pointer_mode : {HIPBLAS_POINTER_MODE_HOST, HIPBLAS_POINTER_MODE_DEVICE}) { hipblasLocalHandle handle(arg); CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, pointer_mode)); hipblasFillMode_t uplo = HIPBLAS_FILL_MODE_UPPER; int64_t N = 100; int64_t lda = 100; int64_t incx = 1; int64_t incy = 1; device_vector d_alpha(1), d_beta(1), d_one(1), d_zero(1); Ts h_alpha{1}, h_beta{2}, h_one{1}, h_zero{0}; if constexpr(is_complex) h_one = {1, 0}; const Ts* alpha = &h_alpha; const Ts* beta = &h_beta; const Ts* one = &h_one; const Ts* zero = &h_zero; if(pointer_mode == HIPBLAS_POINTER_MODE_DEVICE) { CHECK_HIP_ERROR(hipMemcpy(d_alpha, alpha, sizeof(*alpha), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(d_beta, beta, sizeof(*beta), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(d_one, one, sizeof(*one), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(d_zero, zero, sizeof(*zero), hipMemcpyHostToDevice)); alpha = d_alpha; beta = d_beta; one = d_one; zero = d_zero; } // Allocate device memory device_matrix dA(N, N, lda); device_vector dx(N, incx); device_vector dy(N, incy); DAPI_EXPECT(HIPBLAS_STATUS_NOT_INITIALIZED, hipblasSymvFn, (nullptr, uplo, N, alpha, dA, lda, dx, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasSymvFn, (handle, HIPBLAS_FILL_MODE_FULL, N, alpha, dA, lda, dx, incx, beta, dy, incy)); DAPI_EXPECT( HIPBLAS_STATUS_INVALID_ENUM, hipblasSymvFn, (handle, (hipblasFillMode_t)HIPBLAS_OP_N, N, alpha, dA, lda, dx, incx, beta, dy, incy)); if(arg.bad_arg_all) { DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasSymvFn, (handle, uplo, N, nullptr, dA, lda, dx, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasSymvFn, (handle, uplo, N, alpha, dA, lda, dx, incx, nullptr, dy, incy)); if(pointer_mode == HIPBLAS_POINTER_MODE_HOST) { // For device mode in rocBLAS we don't have checks for dA, dx, dy as we may be able to quick return DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasSymvFn, (handle, uplo, N, alpha, nullptr, lda, dx, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasSymvFn, (handle, uplo, N, alpha, dA, lda, nullptr, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasSymvFn, (handle, uplo, N, alpha, dA, lda, dx, incx, beta, nullptr, incy)); // testing the 64-bit interface for n and lda DAPI_EXPECT((arg.api & c_API_64) ? HIPBLAS_STATUS_SUCCESS : HIPBLAS_STATUS_INVALID_VALUE, hipblasSymvFn, (handle, uplo, c_i32_overflow, zero, nullptr, c_i32_overflow, nullptr, incx, one, nullptr, incy)); } // With alpha == 0 can have A and x nullptr DAPI_CHECK(hipblasSymvFn, (handle, uplo, N, zero, nullptr, lda, nullptr, incx, beta, dy, incy)); // With alpha == 0 && beta == 1, all other ptrs can be nullptr DAPI_CHECK(hipblasSymvFn, (handle, uplo, N, zero, nullptr, lda, nullptr, incx, one, nullptr, incy)); } // With N == 0, can have all nullptrs DAPI_CHECK(hipblasSymvFn, (handle, uplo, 0, nullptr, nullptr, lda, nullptr, incx, nullptr, nullptr, incy)); } } template void testing_symv(const Arguments& arg) { using Ts = hipblas_internal_type; auto hipblasSymvFn = arg.api == FORTRAN ? hipblasSymv : hipblasSymv; auto hipblasSymvFn_64 = arg.api == FORTRAN_64 ? hipblasSymv_64 : hipblasSymv_64; hipblasFillMode_t uplo = char2hipblas_fill(arg.uplo); int64_t N = arg.N; int64_t lda = arg.lda; int64_t incx = arg.incx; int64_t incy = arg.incy; int64_t abs_incx = incx >= 0 ? incx : -incx; int64_t abs_incy = incy >= 0 ? incy : -incy; hipblasStatus_t status = HIPBLAS_STATUS_SUCCESS; hipblasLocalHandle handle(arg); // argument sanity check, quick return if input parameters are invalid before allocating invalid // memory bool invalid_size = N < 0 || lda < N || lda < 1 || !incx || !incy; if(invalid_size || !N) { DAPI_EXPECT( (invalid_size ? HIPBLAS_STATUS_INVALID_VALUE : HIPBLAS_STATUS_SUCCESS), hipblasSymvFn, (handle, uplo, N, nullptr, nullptr, lda, nullptr, incx, nullptr, nullptr, incy)); return; } T h_alpha = arg.get_alpha(); T h_beta = arg.get_beta(); // Naming: `h` is in CPU (host) memory(eg hA), `d` is in GPU (device) memory (eg dA). // Allocate host memory host_matrix hA(N, N, lda); host_vector hx(N, incx); host_vector hy(N, incy); host_vector hy_host(N, incy); host_vector hy_device(N, incy); host_vector hy_cpu(N, incy); // gold standard // Allocate device memory device_matrix dA(N, N, lda); device_vector dx(N, incx); device_vector dy(N, incy); device_vector d_alpha(1); device_vector d_beta(1); double gpu_time_used{0}, hipblas_error_host{0}, hipblas_error_device{0}; // Initial Data on CPU hipblas_init_matrix( hA, arg, hipblas_client_alpha_sets_nan, hipblas_symmetric_matrix, true, false); hipblas_init_vector(hx, arg, hipblas_client_alpha_sets_nan, false, true); hipblas_init_vector(hy, arg, hipblas_client_beta_sets_nan); // copy vector is easy in STL; hz = hy: save a copy in hz which will be output of CPU BLAS hy_cpu = hy; // copy 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)); CHECK_HIP_ERROR(hipMemcpy(d_alpha, &h_alpha, sizeof(T), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(d_beta, &h_beta, sizeof(T), hipMemcpyHostToDevice)); if(arg.unit_check || arg.norm_check) { /* ===================================================================== HIPBLAS =================================================================== */ CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_HOST)); DAPI_CHECK(hipblasSymvFn, (handle, uplo, N, reinterpret_cast(&h_alpha), dA, lda, dx, incx, reinterpret_cast(&h_beta), dy, incy)); // copy output from device to CPU CHECK_HIP_ERROR(hy_host.transfer_from(dy)); CHECK_HIP_ERROR(dy.transfer_from(hy)); CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_DEVICE)); DAPI_CHECK(hipblasSymvFn, (handle, uplo, N, d_alpha, dA, lda, dx, incx, d_beta, dy, incy)); // copy output from device to CPU CHECK_HIP_ERROR(hy_device.transfer_from(dy)); /* ===================================================================== CPU BLAS =================================================================== */ ref_symv(uplo, N, h_alpha, hA.data(), lda, hx.data(), incx, h_beta, hy_cpu.data(), incy); // enable unit check, notice unit check is not invasive, but norm check is, // unit check and norm check can not be interchanged their order if(arg.unit_check) { unit_check_general(1, N, abs_incy, hy_cpu, hy_host); unit_check_general(1, N, abs_incy, hy_cpu, hy_device); } if(arg.norm_check) { hipblas_error_host = norm_check_general('F', 1, N, abs_incy, hy_cpu.data(), hy_host.data()); hipblas_error_device = norm_check_general('F', 1, N, abs_incy, hy_cpu.data(), hy_device.data()); } } if(arg.timing) { CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_DEVICE)); CHECK_HIP_ERROR(dy.transfer_from(hy)); hipStream_t stream; CHECK_HIPBLAS_ERROR(hipblasGetStream(handle, &stream)); int runs = arg.cold_iters + arg.iters; for(int iter = 0; iter < runs; iter++) { if(iter == arg.cold_iters) gpu_time_used = get_time_us_sync(stream); DAPI_DISPATCH(hipblasSymvFn, (handle, uplo, N, d_alpha, dA, lda, dx, incx, d_beta, dy, incy)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; hipblasSymvModel{}.log_args(std::cout, arg, gpu_time_used, symv_gflop_count(N), symv_gbyte_count(N), hipblas_error_host, hipblas_error_device); } }