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/*! \file */
/* ************************************************************************
* Copyright (C) 2020-2024 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 "testing.hpp"
template <typename T>
void testing_gemmi_bad_arg(const Arguments& arg)
{
static const size_t safe_size = 100;
// Create rocsparse handle
rocsparse_local_handle local_handle;
// Create rocsparse mat descriptor
rocsparse_local_mat_descr local_descr;
T h_alpha = static_cast<T>(1);
T h_beta = static_cast<T>(1);
rocsparse_handle handle = local_handle;
rocsparse_operation trans_A = rocsparse_operation_none;
rocsparse_operation trans_B = rocsparse_operation_transpose;
rocsparse_int m = safe_size;
rocsparse_int n = safe_size;
rocsparse_int k = safe_size;
rocsparse_int nnz = safe_size;
const T* alpha = &h_alpha;
const T* A = (const T*)0x4;
rocsparse_int lda = safe_size;
const rocsparse_mat_descr descr = local_descr;
const T* csr_val = (const T*)0x4;
const rocsparse_int* csr_row_ptr = (const rocsparse_int*)0x4;
const rocsparse_int* csr_col_ind = (const rocsparse_int*)0x4;
const T* beta = &h_beta;
T* C = (T*)0x4;
rocsparse_int ldc = safe_size;
#define PARAMS \
handle, trans_A, trans_B, m, n, k, nnz, alpha, A, lda, descr, csr_val, csr_row_ptr, \
csr_col_ind, beta, C, ldc
bad_arg_analysis(rocsparse_gemmi<T>, PARAMS);
{
auto tmp = trans_A;
trans_A = rocsparse_operation_transpose;
EXPECT_ROCSPARSE_STATUS(rocsparse_gemmi<T>(PARAMS), rocsparse_status_not_implemented);
trans_A = tmp;
}
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, rocsparse_matrix_type_symmetric));
EXPECT_ROCSPARSE_STATUS(rocsparse_gemmi<T>(PARAMS), rocsparse_status_not_implemented);
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, rocsparse_matrix_type_general));
#undef PARAMS
}
template <typename T>
void testing_gemmi(const Arguments& arg)
{
rocsparse_int M = arg.M;
rocsparse_int N = arg.N;
rocsparse_int K = arg.K;
rocsparse_operation transA = arg.transA;
rocsparse_operation transB = arg.transB;
rocsparse_index_base base = arg.baseA;
rocsparse_storage_mode storage = arg.storage;
rocsparse_matrix_factory<T> matrix_factory(arg);
host_scalar<T> h_alpha(arg.get_alpha<T>());
host_scalar<T> h_beta(arg.get_beta<T>());
device_scalar<T> d_alpha(h_alpha);
device_scalar<T> d_beta(h_beta);
// Create rocsparse handle
rocsparse_local_handle handle(arg);
// Create rocsparse mat descriptor
rocsparse_local_mat_descr descr;
// Set matrix index base
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base));
// Set matrix storage mode
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_storage_mode(descr, storage));
host_csr_matrix<T> hB;
matrix_factory.init_csr(hB,
(transB == rocsparse_operation_none) ? K : N,
(transB == rocsparse_operation_none) ? N : K);
host_dense_matrix<T> hA(M, K), hC(M, N);
rocsparse_matrix_utils::init(hA);
rocsparse_matrix_utils::init(hC);
device_csr_matrix<T> dB(hB);
device_dense_matrix<T> dA(hA), dC(hC);
#define PARAMS(_ta, _tb, _a, _da, _db, _b, _dc) \
handle, _ta, _tb, _dc.m, _dc.n, (_ta == rocsparse_operation_none) ? _da.n : _da.m, _db.nnz, \
_a, _da, _da.ld, descr, _db.val, _db.ptr, _db.ind, _b, _dc, _dc.ld
if(arg.unit_check)
{
// Pointer mode host
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
CHECK_ROCSPARSE_ERROR(
testing::rocsparse_gemmi<T>(PARAMS(transA, transB, h_alpha, dA, dB, h_beta, dC)));
if(ROCSPARSE_REPRODUCIBILITY)
{
rocsparse_reproducibility::save("C pointer mode host", dC);
}
host_dense_matrix<T> hC_copy(hC);
host_gemmi<T>(M,
N,
transA,
transB,
*h_alpha,
hA,
hA.ld,
hB.ptr,
hB.ind,
hB.val,
*h_beta,
hC,
hC.ld,
base);
hC.unit_check(dC);
dC = hC_copy;
// Pointer mode device
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
CHECK_ROCSPARSE_ERROR(
testing::rocsparse_gemmi<T>(PARAMS(transA, transB, d_alpha, dA, dB, d_beta, dC)));
if(ROCSPARSE_REPRODUCIBILITY)
{
rocsparse_reproducibility::save("C pointer mode device", dC);
}
hC.unit_check(dC);
}
const rocsparse_int nnz_A = hA.m * hA.n;
const rocsparse_int nnz_B = hB.nnz;
const rocsparse_int nnz_C = hC.m * hC.n;
if(arg.timing)
{
int number_cold_calls = 2;
int number_hot_calls = arg.iters;
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
// Warm up
for(int iter = 0; iter < number_cold_calls; ++iter)
{
CHECK_ROCSPARSE_ERROR(
testing::rocsparse_gemmi<T>(PARAMS(transA, transB, h_alpha, dA, dB, h_beta, dC)));
}
double gpu_time_used = get_time_us();
// Performance run
for(int iter = 0; iter < number_hot_calls; ++iter)
{
CHECK_ROCSPARSE_ERROR(
testing::rocsparse_gemmi<T>(PARAMS(transA, transB, h_alpha, dA, dB, h_beta, dC)));
}
gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls;
double gpu_gflops = get_gpu_gflops(gpu_time_used,
csrmm_gflop_count<rocsparse_int, rocsparse_int>,
M,
hB.nnz,
nnz_C,
*h_beta != static_cast<T>(0));
double gpu_gbyte = get_gpu_gbyte(gpu_time_used,
csrmm_gbyte_count<T, rocsparse_int, rocsparse_int>,
hB.m,
hB.nnz,
nnz_A,
nnz_C,
*h_beta != static_cast<T>(0));
display_timing_info(display_key_t::M,
M,
display_key_t::N,
N,
display_key_t::K,
K,
display_key_t::trans_A,
rocsparse_operation2string(transA),
display_key_t::trans_B,
rocsparse_operation2string(transB),
display_key_t::nnz_A,
nnz_A,
display_key_t::nnz_B,
nnz_B,
display_key_t::nnz_C,
nnz_C,
display_key_t::alpha,
*h_alpha,
display_key_t::beta,
*h_beta,
display_key_t::gflops,
gpu_gflops,
display_key_t::bandwidth,
gpu_gbyte,
display_key_t::time_ms,
get_gpu_time_msec(gpu_time_used));
}
#undef PARAMS
}
#define INSTANTIATE(TYPE) \
template void testing_gemmi_bad_arg<TYPE>(const Arguments& arg); \
template void testing_gemmi<TYPE>(const Arguments& arg)
INSTANTIATE(float);
INSTANTIATE(double);
INSTANTIATE(rocsparse_float_complex);
INSTANTIATE(rocsparse_double_complex);
void testing_gemmi_extra(const Arguments& arg) {}
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