/* ************************************************************************
 * Copyright (C) 2018-2025 Advanced Micro Devices, Inc. All rights reserved.
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 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
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 * to do so, subject to the following conditions:
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 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IM-
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 * FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
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 * CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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#pragma once

#include "testing_common.hpp"

//The Template parameter Ti, Tex and To is to test the special cases where the input/compute/output types could be HSH (Half, single, half), HSS (Half, single, single),
// TST (rocblas_bfloat16, single, rocblas_bfloat16), TSS (rocblas_bfloat16, single, single)
// Ti==Tex==To (float, double, rocblas_complex_float, rocblas_complex double)
template <typename Ti, typename Tex = Ti, typename To = Tex>
void testing_gemv_batched_bad_arg(const Arguments& arg)
{
    auto rocblas_gemv_batched_fn    = arg.api & c_API_FORTRAN
                                          ? rocblas_gemv_batched<Ti, Tex, To, true>
                                          : rocblas_gemv_batched<Ti, Tex, To, false>;
    auto rocblas_gemv_batched_fn_64 = arg.api & c_API_FORTRAN
                                          ? rocblas_gemv_batched_64<Ti, Tex, To, true>
                                          : rocblas_gemv_batched_64<Ti, Tex, To, false>;

    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));

        const rocblas_operation transA      = rocblas_operation_none;
        const int64_t           M           = 100;
        const int64_t           N           = 100;
        const int64_t           lda         = 100;
        const int64_t           incx        = 1;
        const int64_t           incy        = 1;
        const int64_t           batch_count = 2;

        DEVICE_MEMCHECK(device_vector<Tex>, alpha_d, (1));
        DEVICE_MEMCHECK(device_vector<Tex>, beta_d, (1));
        DEVICE_MEMCHECK(device_vector<Tex>, zero_d, (1));
        DEVICE_MEMCHECK(device_vector<Tex>, one_d, (1));

        const Tex alpha_h(1), beta_h(1), zero_h(0), one_h(1);

        const Tex* alpha = &alpha_h;
        const Tex* beta  = &beta_h;
        const Tex* zero  = &zero_h;
        const Tex* one   = &one_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(zero_d, zero, sizeof(*zero), hipMemcpyHostToDevice));
            zero = zero_d;
            CHECK_HIP_ERROR(hipMemcpy(one_d, one, sizeof(*one), hipMemcpyHostToDevice));
            one = one_d;
        }

        // Allocate device memory
        DEVICE_MEMCHECK(device_batch_matrix<Ti>, dA, (M, N, lda, batch_count));
        DEVICE_MEMCHECK(device_batch_vector<Ti>, dx, (N, incx, batch_count));
        DEVICE_MEMCHECK(device_batch_vector<To>, dy, (N, incx, batch_count));

        DAPI_EXPECT(rocblas_status_invalid_handle,
                    rocblas_gemv_batched_fn,
                    (nullptr,
                     transA,
                     M,
                     N,
                     alpha,
                     dA.ptr_on_device(),
                     lda,
                     dx.ptr_on_device(),
                     incx,
                     beta,
                     dy.ptr_on_device(),
                     incy,
                     batch_count));

        DAPI_EXPECT(rocblas_status_invalid_value,
                    rocblas_gemv_batched_fn,
                    (handle,
                     (rocblas_operation)rocblas_fill_full,
                     M,
                     N,
                     alpha,
                     dA.ptr_on_device(),
                     lda,
                     dx.ptr_on_device(),
                     incx,
                     beta,
                     dy.ptr_on_device(),
                     incy,
                     batch_count));

        DAPI_EXPECT(rocblas_status_invalid_pointer,
                    rocblas_gemv_batched_fn,
                    (handle,
                     transA,
                     M,
                     N,
                     nullptr,
                     dA.ptr_on_device(),
                     lda,
                     dx.ptr_on_device(),
                     incx,
                     beta,
                     dy.ptr_on_device(),
                     incy,
                     batch_count));

        DAPI_EXPECT(rocblas_status_invalid_pointer,
                    rocblas_gemv_batched_fn,
                    (handle,
                     transA,
                     M,
                     N,
                     alpha,
                     dA.ptr_on_device(),
                     lda,
                     dx.ptr_on_device(),
                     incx,
                     nullptr,
                     dy.ptr_on_device(),
                     incy,
                     batch_count));

        if(pointer_mode == rocblas_pointer_mode_host)
        {
            DAPI_EXPECT(rocblas_status_invalid_pointer,
                        rocblas_gemv_batched_fn,
                        (handle,
                         transA,
                         M,
                         N,
                         alpha,
                         nullptr,
                         lda,
                         dx.ptr_on_device(),
                         incx,
                         beta,
                         dy.ptr_on_device(),
                         incy,
                         batch_count));

            DAPI_EXPECT(rocblas_status_invalid_pointer,
                        rocblas_gemv_batched_fn,
                        (handle,
                         transA,
                         M,
                         N,
                         alpha,
                         dA.ptr_on_device(),
                         lda,
                         nullptr,
                         incx,
                         beta,
                         dy.ptr_on_device(),
                         incy,
                         batch_count));

            DAPI_EXPECT(rocblas_status_invalid_pointer,
                        rocblas_gemv_batched_fn,
                        (handle,
                         transA,
                         M,
                         N,
                         alpha,
                         dA.ptr_on_device(),
                         lda,
                         dx.ptr_on_device(),
                         incx,
                         beta,
                         nullptr,
                         incy,
                         batch_count));
        }

        // If M==0, then all pointers may be nullptr without error
        DAPI_CHECK(rocblas_gemv_batched_fn,
                   (handle,
                    transA,
                    0,
                    N,
                    nullptr,
                    nullptr,
                    lda,
                    nullptr,
                    incx,
                    nullptr,
                    nullptr,
                    incy,
                    batch_count));

        // If N==0, then all pointers may be nullptr without error
        DAPI_CHECK(rocblas_gemv_batched_fn,
                   (handle,
                    transA,
                    M,
                    0,
                    nullptr,
                    nullptr,
                    lda,
                    nullptr,
                    incx,
                    nullptr,
                    nullptr,
                    incy,
                    batch_count));

        // If alpha==0, then A and X may be nullptr without error
        DAPI_CHECK(rocblas_gemv_batched_fn,
                   (handle,
                    transA,
                    M,
                    N,
                    zero,
                    nullptr,
                    lda,
                    nullptr,
                    incx,
                    beta,
                    dy.ptr_on_device(),
                    incy,
                    batch_count));

        // If alpha==0 && beta==1, then A, X and Y may be nullptr without error
        DAPI_CHECK(rocblas_gemv_batched_fn,
                   (handle,
                    transA,
                    M,
                    N,
                    zero,
                    nullptr,
                    lda,
                    nullptr,
                    incx,
                    one,
                    nullptr,
                    incy,
                    batch_count));

        // If batch_count==0, then all pointers may be nullptr without error
        DAPI_CHECK(rocblas_gemv_batched_fn,
                   (handle,
                    transA,
                    M,
                    N,
                    nullptr,
                    nullptr,
                    lda,
                    nullptr,
                    incx,
                    nullptr,
                    nullptr,
                    incy,
                    0));
    }
}

//The Template parameter Ti, Tex and To is to test the special cases where the input/compute/output types could be HSH (Half, single, half), HSS (Half, single, single),
// TST (rocblas_bfloat16, single, rocblas_bfloat16), TSS (rocblas_bfloat16, single, single)
// Ti==Tex==To (float, double, rocblas_complex_float, rocblas_complex double)
template <typename Ti, typename Tex = Ti, typename To = Tex>
void testing_gemv_batched(const Arguments& arg)
{
    auto rocblas_gemv_batched_fn    = arg.api & c_API_FORTRAN
                                          ? rocblas_gemv_batched<Ti, Tex, To, true>
                                          : rocblas_gemv_batched<Ti, Tex, To, false>;
    auto rocblas_gemv_batched_fn_64 = arg.api & c_API_FORTRAN
                                          ? rocblas_gemv_batched_64<Ti, Tex, To, true>
                                          : rocblas_gemv_batched_64<Ti, Tex, To, false>;

    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;
    Tex               h_alpha     = arg.get_alpha<Tex>();
    Tex               h_beta      = arg.get_beta<Tex>();
    rocblas_operation transA      = char2rocblas_operation(arg.transA);
    int64_t           batch_count = arg.batch_count;

    bool    ab_striding  = arg.alpha_beta_stride;
    int64_t alpha_stride = ab_striding ? arg.stride_c : 0;
    int64_t beta_stride  = ab_striding ? arg.stride_d : 0;

    rocblas_local_handle handle{arg};

    // argument sanity check before allocating invalid memory
    bool invalid_size = M < 0 || N < 0 || lda < M || lda < 1 || !incx || !incy || batch_count < 0;
    if(invalid_size || !M || !N || !batch_count)
    {
        DAPI_EXPECT(invalid_size ? rocblas_status_invalid_size : rocblas_status_success,
                    rocblas_gemv_batched_fn,
                    (handle,
                     transA,
                     M,
                     N,
                     nullptr,
                     nullptr,
                     lda,
                     nullptr,
                     incx,
                     nullptr,
                     nullptr,
                     incy,
                     batch_count));
        return;
    }

    size_t dim_x;
    size_t dim_y;

    if(transA == rocblas_operation_none)
    {
        dim_x = N;
        dim_y = M;
    }
    else
    {
        dim_x = M;
        dim_y = N;
    }

    // Naming: `h` is in CPU (host) memory(eg hA), `d` is in GPU (device) memory (eg dA).
    // Allocate host memory
    HOST_MEMCHECK(host_batch_matrix<Ti>, hA, (M, N, lda, batch_count));
    HOST_MEMCHECK(host_batch_vector<Ti>, hx, (dim_x, incx, batch_count));
    HOST_MEMCHECK(host_batch_vector<To>, hy, (dim_y, incy, batch_count));
    HOST_MEMCHECK(host_batch_vector<To>, hy_gold, (dim_y, incy, batch_count));
    HOST_MEMCHECK(host_vector<Tex>, halpha, (batch_count, alpha_stride));
    HOST_MEMCHECK(host_vector<Tex>, hbeta, (batch_count, beta_stride));

    // Allocate device memory
    DEVICE_MEMCHECK(device_batch_matrix<Ti>, dA, (M, N, lda, batch_count));
    DEVICE_MEMCHECK(device_batch_vector<Ti>, dx, (dim_x, incx, batch_count));
    DEVICE_MEMCHECK(device_batch_vector<To>, dy, (dim_y, incy, batch_count));
    DEVICE_MEMCHECK(device_vector<Tex>, d_alpha, (batch_count, alpha_stride));
    DEVICE_MEMCHECK(device_vector<Tex>, d_beta, (batch_count, beta_stride));

    // Initialize data on host memory
    rocblas_init_matrix(
        hA, arg, rocblas_client_alpha_sets_nan, rocblas_client_general_matrix, true);
    rocblas_init_vector(hx, arg, rocblas_client_alpha_sets_nan, false, true);
    rocblas_init_vector(hy, arg, rocblas_client_beta_sets_nan);

    rocblas_init_vector_alternating_sign(halpha, h_alpha);
    rocblas_init_vector_alternating_sign(hbeta, h_beta);

    hy_gold.copy_from(hy);

    CHECK_HIP_ERROR(dA.transfer_from(hA));
    CHECK_HIP_ERROR(dx.transfer_from(hx));
    CHECK_HIP_ERROR(dy.transfer_from(hy));

    double cpu_time_used;
    double error_host;
    double error_device;

    /* =====================================================================
           ROCBLAS
    =================================================================== */
    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_gemv_batched_fn,
                       (handle,
                        transA,
                        M,
                        N,
                        &h_alpha,
                        dA.ptr_on_device(),
                        lda,
                        dx.ptr_on_device(),
                        incx,
                        &h_beta,
                        dy.ptr_on_device(),
                        incy,
                        batch_count));
            handle.post_test(arg);

            CHECK_HIP_ERROR(hy.transfer_from(dy));
        }

        if(arg.pointer_mode_device)
        {
            CHECK_HIP_ERROR(d_alpha.transfer_from(halpha));
            CHECK_HIP_ERROR(d_beta.transfer_from(hbeta));
            CHECK_HIP_ERROR(dy.transfer_from(hy_gold));

            CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device));
            handle.pre_test(arg);
            DAPI_CHECK(rocblas_gemv_batched_fn,
                       (handle,
                        transA,
                        M,
                        N,
                        d_alpha,
                        dA.ptr_on_device(),
                        lda,
                        dx.ptr_on_device(),
                        incx,
                        d_beta,
                        dy.ptr_on_device(),
                        incy,
                        batch_count));
            handle.post_test(arg);

            if(arg.repeatability_check)
            {
                //Transfer original results from device to host
                CHECK_HIP_ERROR(hy.transfer_from(dy));
                //Host buffer to store results subsequent iterations
                HOST_MEMCHECK(host_batch_vector<To>, hy_copy, (dim_y, incy, 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
                    DEVICE_MEMCHECK(device_batch_matrix<Ti>, dA_copy, (M, N, lda, batch_count));
                    DEVICE_MEMCHECK(device_batch_vector<Ti>, dx_copy, (dim_x, incx, batch_count));
                    DEVICE_MEMCHECK(device_batch_vector<To>, dy_copy, (dim_y, incy, batch_count));
                    DEVICE_MEMCHECK(device_vector<Tex>, d_alpha_copy, (batch_count, alpha_stride));
                    DEVICE_MEMCHECK(device_vector<Tex>, d_beta_copy, (batch_count, beta_stride));

                    CHECK_HIP_ERROR(dA_copy.transfer_from(hA));
                    CHECK_HIP_ERROR(dx_copy.transfer_from(hx));
                    CHECK_HIP_ERROR(d_alpha_copy.transfer_from(halpha));
                    CHECK_HIP_ERROR(d_beta_copy.transfer_from(hbeta));

                    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_copy.transfer_from(hy_gold));
                        DAPI_CHECK(rocblas_gemv_batched_fn,
                                   (handle_copy,
                                    transA,
                                    M,
                                    N,
                                    d_alpha_copy,
                                    dA_copy.ptr_on_device(),
                                    lda,
                                    dx_copy.ptr_on_device(),
                                    incx,
                                    d_beta_copy,
                                    dy_copy.ptr_on_device(),
                                    incy,
                                    batch_count));

                        CHECK_HIP_ERROR(hy_copy.transfer_from(dy_copy));
                        unit_check_general<To>(1, dim_y, incy, hy, hy_copy, batch_count);
                    }
                }
                return;
            }
        }

        // CPU BLAS
        cpu_time_used = get_time_us_no_sync();
        for(int64_t b = 0; b < batch_count; ++b)
        {
            ref_gemv<Ti, To>(transA,
                             M,
                             N,
                             halpha[b * alpha_stride],
                             hA[b],
                             lda,
                             hx[b],
                             incx,
                             hbeta[b * beta_stride],
                             hy_gold[b],
                             incy);
        }
        cpu_time_used = get_time_us_no_sync() - cpu_time_used;

        auto compare_hy_to_gold = [&] {
            if(arg.unit_check)
            {
                bool use_near = reduction_requires_near<To>(arg, dim_x);
                if(use_near)
                {
                    const double tol = dim_x * sum_error_tolerance<To>;
                    near_check_general<To>(1, dim_y, incy, hy_gold, hy, batch_count, tol);
                }
                else
                {
                    unit_check_general<To>(1, dim_y, incy, hy_gold, hy, batch_count);
                }
            }
            double error = 0;
            if(arg.norm_check)
                error = norm_check_general<To>('F', 1, dim_y, incy, hy_gold, hy, batch_count);
            return error;
        };

        if(arg.pointer_mode_host)
        {
            error_host = compare_hy_to_gold();
        }

        if(arg.pointer_mode_device)
        {
            CHECK_HIP_ERROR(hy.transfer_from(dy));
            error_device = compare_hy_to_gold();
        }
    }

    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));

        Tex* alpha = &h_alpha;
        Tex* beta  = &h_beta;
        if(arg.alpha_beta_stride)
        {
            CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device));
            CHECK_HIP_ERROR(d_alpha.transfer_from(halpha));
            CHECK_HIP_ERROR(d_beta.transfer_from(hbeta));
            alpha = d_alpha;
            beta  = d_beta;
            handle.pre_test(arg);
        }

        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_gemv_batched_fn,
                          (handle,
                           transA,
                           M,
                           N,
                           alpha,
                           dA.ptr_on_device(),
                           lda,
                           dx.ptr_on_device(),
                           incx,
                           beta,
                           dy.ptr_on_device(),
                           incy,
                           batch_count));
        }

        gpu_time_used = get_time_us_sync(stream) - gpu_time_used;

        if(arg.alpha_beta_stride)
        {
            handle.post_test(arg);
        }

        ArgumentModel<e_transA, e_M, e_N, e_alpha, e_lda, e_incx, e_beta, e_incy, e_batch_count>{}
            .log_args<Tex>(rocblas_cout,
                           arg,
                           gpu_time_used,
                           gemv_gflop_count<Tex>(transA, M, N),
                           gemv_gbyte_count<Tex>(transA, M, N),
                           cpu_time_used,
                           error_host,
                           error_device);
    }
}