TheRock/rocm-libraries/projects/hipblas/clients/include/blas2/testing_sbmv.hpp

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#include <fstream>
#include <iostream>
#include <stdlib.h>
#include <vector>

#include "testing_common.hpp"

/* ============================================================================================ */

using hipblasSbmvModel
    = ArgumentModel<e_a_type, e_uplo, e_N, e_K, e_alpha, e_lda, e_incx, e_beta, e_incy>;

inline void testname_sbmv(const Arguments& arg, std::string& name)
{
    hipblasSbmvModel{}.test_name(arg, name);
}

template <typename T>
void testing_sbmv_bad_arg(const Arguments& arg)
{
    using Ts           = hipblas_internal_type<T>;
    auto hipblasSbmvFn = arg.api == FORTRAN ? hipblasSbmv<T, true> : hipblasSbmv<T, false>;
    auto hipblasSbmvFn_64
        = arg.api == FORTRAN_64 ? hipblasSbmv_64<T, true> : hipblasSbmv_64<T, false>;

    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           K                 = 5;
        int64_t           lda               = 100;
        int64_t           incx              = 1;
        int64_t           incy              = 1;
        int64_t           banded_matrix_row = K + 1;

        device_vector<T> 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<T>)
            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<T> dA(banded_matrix_row, N, lda);
        device_vector<T> dx(N, incx);
        device_vector<T> dy(N, incy);

        DAPI_EXPECT(HIPBLAS_STATUS_NOT_INITIALIZED,
                    hipblasSbmvFn,
                    (nullptr, uplo, N, K, alpha, dA, lda, dx, incx, beta, dy, incy));
        DAPI_EXPECT(
            HIPBLAS_STATUS_INVALID_VALUE,
            hipblasSbmvFn,
            (handle, HIPBLAS_FILL_MODE_FULL, N, K, alpha, dA, lda, dx, incx, beta, dy, incy));
        DAPI_EXPECT(HIPBLAS_STATUS_INVALID_ENUM,
                    hipblasSbmvFn,
                    (handle,
                     (hipblasFillMode_t)HIPBLAS_OP_N,
                     N,
                     K,
                     alpha,
                     dA,
                     lda,
                     dx,
                     incx,
                     beta,
                     dy,
                     incy));

        if(arg.bad_arg_all)
        {
            DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE,
                        hipblasSbmvFn,
                        (handle, uplo, N, K, nullptr, dA, lda, dx, incx, beta, dy, incy));
            DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE,
                        hipblasSbmvFn,
                        (handle, uplo, N, K, 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,
                            hipblasSbmvFn,
                            (handle, uplo, N, K, alpha, nullptr, lda, dx, incx, beta, dy, incy));
                DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE,
                            hipblasSbmvFn,
                            (handle, uplo, N, K, alpha, dA, lda, nullptr, incx, beta, dy, incy));
                DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE,
                            hipblasSbmvFn,
                            (handle, uplo, N, K, alpha, dA, lda, dx, incx, beta, nullptr, incy));

                // testing the 64-bit interface for n, k, and lda
                DAPI_EXPECT((arg.api & c_API_64) ? HIPBLAS_STATUS_SUCCESS
                                                 : HIPBLAS_STATUS_INVALID_VALUE,
                            hipblasSbmvFn,
                            (handle,
                             uplo,
                             c_i32_overflow,
                             c_i32_overflow,
                             zero,
                             nullptr,
                             c_i32_overflow + 1,
                             nullptr,
                             incx,
                             one,
                             nullptr,
                             incy));
            }

            // With alpha == 0 can have A and x nullptr
            DAPI_CHECK(hipblasSbmvFn,
                       (handle, uplo, N, K, zero, nullptr, lda, nullptr, incx, beta, dy, incy));

            // With alpha == 0 && beta == 1, all other ptrs can be nullptr
            DAPI_CHECK(hipblasSbmvFn,
                       (handle, uplo, N, K, zero, nullptr, lda, nullptr, incx, one, nullptr, incy));
        }

        // With N == 0, can have all nullptrs
        DAPI_CHECK(
            hipblasSbmvFn,
            (handle, uplo, 0, K, nullptr, nullptr, lda, nullptr, incx, nullptr, nullptr, incy));
    }
}

template <typename T>
void testing_sbmv(const Arguments& arg)
{
    using Ts           = hipblas_internal_type<T>;
    auto hipblasSbmvFn = arg.api == FORTRAN ? hipblasSbmv<T, true> : hipblasSbmv<T, false>;
    auto hipblasSbmvFn_64
        = arg.api == FORTRAN_64 ? hipblasSbmv_64<T, true> : hipblasSbmv_64<T, false>;

    int64_t N                 = arg.N;
    int64_t K                 = arg.K;
    int64_t lda               = arg.lda;
    int64_t incx              = arg.incx;
    int64_t incy              = arg.incy;
    int64_t banded_matrix_row = K + 1;

    int64_t abs_incx = incx >= 0 ? incx : -incx;
    int64_t abs_incy = incy >= 0 ? incy : -incy;

    hipblasFillMode_t uplo = char2hipblas_fill(arg.uplo);

    hipblasLocalHandle handle(arg);

    // argument sanity check, quick return if input parameters are invalid before allocating invalid
    // memory
    bool invalid_size = N < 0 || K < 0 || lda < banded_matrix_row || lda < 1 || !incx || !incy;
    if(invalid_size || !N)
    {
        DAPI_EXPECT(
            (invalid_size ? HIPBLAS_STATUS_INVALID_VALUE : HIPBLAS_STATUS_SUCCESS),
            hipblasSbmvFn,
            (handle, uplo, N, K, nullptr, nullptr, lda, nullptr, incx, nullptr, nullptr, incy));
        return;
    }

    T h_alpha = arg.get_alpha<T>();
    T h_beta  = arg.get_beta<T>();

    // Naming: dK is in GPU (device) memory. hK is in CPU (host) memory
    host_matrix<T> hA(banded_matrix_row, N, lda);
    host_vector<T> hx(N, incx);
    host_vector<T> hy(N, incy);
    host_vector<T> hy_cpu(N, incy);
    host_vector<T> hy_host(N, incy);
    host_vector<T> hy_device(N, incy);

    device_matrix<T> dA(banded_matrix_row, N, lda);
    device_vector<T> dx(N, incx);
    device_vector<T> dy(N, incy);
    device_vector<T> d_alpha(1);
    device_vector<T> 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 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);
    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(dx.transfer_from(hx));
    CHECK_HIP_ERROR(dy.transfer_from(hy));
    CHECK_HIP_ERROR(dA.transfer_from(hA));
    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(hipblasSbmvFn,
                   (handle,
                    uplo,
                    N,
                    K,
                    reinterpret_cast<Ts*>(&h_alpha),
                    dA,
                    lda,
                    dx,
                    incx,
                    reinterpret_cast<Ts*>(&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(hipblasSbmvFn,
                   (handle, uplo, N, K, 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_sbmv<T>(
            uplo, N, K, 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<T>(1, N, abs_incy, hy_cpu, hy_host);
            unit_check_general<T>(1, N, abs_incy, hy_cpu, hy_device);
        }
        if(arg.norm_check)
        {
            hipblas_error_host   = norm_check_general<T>('F', 1, N, abs_incy, hy_cpu, hy_host);
            hipblas_error_device = norm_check_general<T>('F', 1, N, abs_incy, hy_cpu, hy_device);
        }
    }

    if(arg.timing)
    {
        CHECK_HIP_ERROR(dy.transfer_from(hy));
        hipStream_t stream;
        CHECK_HIPBLAS_ERROR(hipblasGetStream(handle, &stream));
        CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_DEVICE));

        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(hipblasSbmvFn,
                          (handle, uplo, N, K, d_alpha, dA, lda, dx, incx, d_beta, dy, incy));
        }
        gpu_time_used = get_time_us_sync(stream) - gpu_time_used;

        hipblasSbmvModel{}.log_args<T>(std::cout,
                                       arg,
                                       gpu_time_used,
                                       sbmv_gflop_count<T>(N, K),
                                       sbmv_gbyte_count<T>(N, K),
                                       hipblas_error_host,
                                       hipblas_error_device);
    }
}