/* ************************************************************************ * 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 hipblasGemvModel = ArgumentModel; inline void testname_gemv(const Arguments& arg, std::string& name) { hipblasGemvModel{}.test_name(arg, name); } template void testing_gemv_bad_arg(const Arguments& arg) { using Ts = hipblas_internal_type; bool FORTRAN = arg.api == hipblas_client_api::FORTRAN; auto hipblasGemvFn = FORTRAN ? hipblasGemv : hipblasGemv; auto hipblasGemvFn_64 = arg.api == FORTRAN_64 ? hipblasGemv_64 : hipblasGemv_64; for(auto pointer_mode : {HIPBLAS_POINTER_MODE_HOST, HIPBLAS_POINTER_MODE_DEVICE}) { hipblasLocalHandle handle(arg); CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, pointer_mode)); hipblasOperation_t transA = HIPBLAS_OP_N; int64_t N = 100; int64_t M = 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; } device_matrix dA(M, N, lda); device_vector dx(N, incx); device_vector dy(M, incy); DAPI_EXPECT(HIPBLAS_STATUS_NOT_INITIALIZED, hipblasGemvFn, (nullptr, transA, M, N, alpha, dA, lda, dx, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_ENUM, hipblasGemvFn, (handle, (hipblasOperation_t)HIPBLAS_FILL_MODE_FULL, M, N, alpha, dA, lda, dx, incx, beta, dy, incy)); if(arg.bad_arg_all) { DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasGemvFn, (handle, transA, M, N, nullptr, dA, lda, dx, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasGemvFn, (handle, transA, M, 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, hipblasGemvFn, (handle, transA, M, N, alpha, nullptr, lda, dx, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasGemvFn, (handle, transA, M, N, alpha, dA, lda, nullptr, incx, beta, dy, incy)); DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE, hipblasGemvFn, (handle, transA, M, N, alpha, dA, lda, dx, incx, beta, nullptr, incy)); // rocBLAS implementation has alpha == 0 and beta == 1 quick return after arg checks, so if we're using 32-bit params, // this should fail with invalid-value as c_i32_overflow will rollover to -2147483648 // Note: that this strategy can't check incx as rocBLAS supports negative. Also depends on implementation so not testing cuBLAS for now DAPI_EXPECT((arg.api & c_API_64) ? HIPBLAS_STATUS_SUCCESS : HIPBLAS_STATUS_INVALID_VALUE, hipblasGemvFn, (handle, transA, c_i32_overflow, c_i32_overflow, zero, nullptr, c_i32_overflow + 1, nullptr, incx, one, nullptr, incy)); } // With alpha == 0 can have x nullptr DAPI_CHECK(hipblasGemvFn, (handle, transA, M, N, zero, nullptr, lda, nullptr, incx, beta, dy, incy)); // With alpha == 0 && beta == 1, all other ptrs can be nullptr DAPI_CHECK( hipblasGemvFn, (handle, transA, M, N, zero, nullptr, lda, nullptr, incx, one, nullptr, incy)); } // With M == 0 || N == 0, can have all nullptrs DAPI_CHECK( hipblasGemvFn, (handle, transA, 0, N, nullptr, nullptr, lda, nullptr, incx, nullptr, nullptr, incy)); DAPI_CHECK( hipblasGemvFn, (handle, transA, M, 0, nullptr, nullptr, lda, nullptr, incx, nullptr, nullptr, incy)); } } template void testing_gemv(const Arguments& arg) { using Ts = hipblas_internal_type; bool FORTRAN = arg.api == hipblas_client_api::FORTRAN; auto hipblasGemvFn = FORTRAN ? hipblasGemv : hipblasGemv; auto hipblasGemvFn_64 = arg.api == FORTRAN_64 ? hipblasGemv_64 : hipblasGemv_64; int64_t M = arg.M; int64_t N = arg.N; int64_t lda = arg.lda; int64_t incx = arg.incx; int64_t incy = arg.incy; size_t dim_x; size_t dim_y; hipblasOperation_t transA = char2hipblas_operation(arg.transA); if(transA == HIPBLAS_OP_N) { dim_x = N; dim_y = M; } else { dim_x = M; dim_y = N; } hipblasLocalHandle handle(arg); // argument sanity check, quick return if input parameters are invalid before allocating invalid // memory bool invalid_size = M < 0 || N < 0 || lda < M || lda < 1 || !incx || !incy; if(invalid_size || !M || !N) { if(!invalid_size || arg.bad_arg_all) { // cublas backend doesn't support nullptrs with bad input sizes DAPI_EXPECT(invalid_size ? HIPBLAS_STATUS_INVALID_VALUE : HIPBLAS_STATUS_SUCCESS, hipblasGemvFn, (handle, transA, M, N, nullptr, nullptr, lda, nullptr, incx, nullptr, nullptr, incy)); } return; } size_t abs_incx = incx >= 0 ? incx : -incx; size_t abs_incy = incy >= 0 ? incy : -incy; // Naming: dA is in GPU (device) memory. hA is in CPU (host) memory host_matrix hA(M, N, lda); host_vector hx(dim_x, incx); host_vector hy(dim_y, incy); host_vector hy_cpu(dim_y, incy); host_vector hy_host(dim_y, incy); host_vector hy_device(dim_y, incy); device_matrix dA(M, N, lda); device_vector dx(dim_x, incx); device_vector dy(dim_y, incy); device_vector d_alpha(1); device_vector d_beta(1); // Check device memory allocation CHECK_DEVICE_ALLOCATION(dA.memcheck()); CHECK_DEVICE_ALLOCATION(dx.memcheck()); CHECK_DEVICE_ALLOCATION(dy.memcheck()); CHECK_DEVICE_ALLOCATION(d_alpha.memcheck()); CHECK_DEVICE_ALLOCATION(d_beta.memcheck()); double hipblas_error_host{0}, hipblas_error_device{0}; T h_alpha = arg.get_alpha(); T h_beta = arg.get_beta(); // Initial Data on CPU hipblas_init_matrix( hA, arg, hipblas_client_alpha_sets_nan, hipblas_general_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)); /* ===================================================================== HIPBLAS =================================================================== */ if(arg.unit_check || arg.norm_check) { CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_HOST)); DAPI_CHECK(hipblasGemvFn, (handle, transA, M, N, reinterpret_cast(&h_alpha), dA, lda, dx, incx, reinterpret_cast(&h_beta), dy, incy)); 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(hipblasGemvFn, (handle, transA, M, N, d_alpha, dA, lda, dx, incx, d_beta, dy, incy)); CHECK_HIP_ERROR(hy_device.transfer_from(dy)); /* ===================================================================== CPU BLAS =================================================================== */ ref_gemv( transA, M, 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, dim_y, abs_incy, hy_cpu, hy_host); unit_check_general(1, dim_y, abs_incy, hy_cpu, hy_device); } if(arg.norm_check) { hipblas_error_host = norm_check_general('F', 1, dim_y, abs_incy, hy_cpu, hy_host); hipblas_error_device = norm_check_general('F', 1, dim_y, abs_incy, hy_cpu, hy_device); } } if(arg.timing) { double gpu_time_used{0}; hipStream_t stream; CHECK_HIPBLAS_ERROR(hipblasGetStream(handle, &stream)); CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_DEVICE)); CHECK_HIP_ERROR(dy.transfer_from(hy)); 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(hipblasGemvFn, (handle, transA, M, N, d_alpha, dA, lda, dx, incx, d_beta, dy, incy)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; hipblasGemvModel{}.log_args(std::cout, arg, gpu_time_used, gemv_gflop_count(transA, M, N), gemv_gbyte_count(transA, M, N), hipblas_error_host, hipblas_error_device); } }