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/* ************************************************************************
* Copyright (C) 2022-2023 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 "rocsparse_enum.hpp"
#include "testing.hpp"
template <typename T>
void testing_check_matrix_coo_bad_arg(const Arguments& arg)
{
rocsparse_int m = 100;
rocsparse_int n = 100;
rocsparse_int nnz = 100;
rocsparse_index_base idx_base = rocsparse_index_base_zero;
rocsparse_matrix_type matrix_type = rocsparse_matrix_type_general;
rocsparse_fill_mode uplo = rocsparse_fill_mode_lower;
rocsparse_storage_mode storage = rocsparse_storage_mode_sorted;
// Create rocsparse handle
rocsparse_local_handle local_handle;
rocsparse_handle handle = local_handle;
// Allocate memory on device
const rocsparse_int* coo_row_ind = (const rocsparse_int*)0x4;
const rocsparse_int* coo_col_ind = (const rocsparse_int*)0x4;
const T* coo_val = (const T*)0x4;
void* temp_buffer = (void*)0x4;
size_t* buffer_size = (size_t*)0x4;
rocsparse_data_status* data_status = (rocsparse_data_status*)0x4;
int nargs_to_exclude = 3;
const int args_to_exclude[3] = {4, 5, 6};
#define PARAMS_BUFFER_SIZE \
handle, m, n, nnz, coo_val, coo_row_ind, coo_col_ind, idx_base, matrix_type, uplo, storage, \
buffer_size
#define PARAMS \
handle, m, n, nnz, coo_val, coo_row_ind, coo_col_ind, idx_base, matrix_type, uplo, storage, \
data_status, temp_buffer
select_bad_arg_analysis(rocsparse_check_matrix_coo_buffer_size<T>,
nargs_to_exclude,
args_to_exclude,
PARAMS_BUFFER_SIZE);
select_bad_arg_analysis(
rocsparse_check_matrix_coo<T>, nargs_to_exclude, args_to_exclude, PARAMS);
#undef PARAMS_BUFFER_SIZE
#undef PARAMS
}
template <typename T>
void testing_check_matrix_coo(const Arguments& arg)
{
rocsparse_int m = arg.M;
rocsparse_int n = arg.N;
rocsparse_index_base base = arg.baseA;
rocsparse_matrix_type matrix_type = arg.matrix_type;
rocsparse_fill_mode uplo = arg.uplo;
rocsparse_storage_mode storage = arg.storage;
// Create rocsparse handle
rocsparse_local_handle handle;
rocsparse_matrix_factory<T> matrix_factory(arg);
// Allocate host memory for COO matrix
host_vector<rocsparse_int> hcoo_row_ind;
host_vector<rocsparse_int> hcoo_col_ind;
host_vector<T> hcoo_val;
// Generate (or load from file) COO matrix
int64_t coo_nnz;
matrix_factory.init_coo(hcoo_row_ind, hcoo_col_ind, hcoo_val, m, n, coo_nnz, base);
rocsparse_int nnz = rocsparse_convert_to_int(coo_nnz);
// COO matrix on device
device_vector<rocsparse_int> dcoo_row_ind(hcoo_row_ind);
device_vector<rocsparse_int> dcoo_col_ind(hcoo_col_ind);
device_vector<T> dcoo_val(hcoo_val);
size_t buffer_size;
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo_buffer_size<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&buffer_size));
void* dbuffer;
CHECK_HIP_ERROR(rocsparse_hipMalloc(&dbuffer, buffer_size));
rocsparse_data_status data_status;
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
CHECK_ROCSPARSE_DATA_ERROR(data_status);
if(nnz > 1 && n > 1)
{
rocsparse_int temp;
T temp_val;
rocsparse_int rng;
rocsparse_seedrand();
rng = random_generator_exact<rocsparse_int>(1, nnz - 1);
temp = hcoo_row_ind[rng];
// Check passing matrix with invalid row index set to number less than zero
hcoo_row_ind[rng] = -1;
dcoo_row_ind.transfer_from(hcoo_row_ind);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_index);
// Restore row indices
hcoo_row_ind[rng] = temp;
dcoo_row_ind.transfer_from(hcoo_row_ind);
rng = random_generator_exact<rocsparse_int>(0, nnz - 1);
temp = hcoo_col_ind[rng];
// Check passing matrix with column index set to number less than zero
hcoo_col_ind[rng] = -1;
dcoo_col_ind.transfer_from(hcoo_col_ind);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_index);
// Restore row indices
hcoo_col_ind[rng] = temp;
dcoo_col_ind.transfer_from(hcoo_col_ind);
// Check passing matrix with invalid fill
if(matrix_type != rocsparse_matrix_type_general)
{
rocsparse_int index = random_generator_exact<rocsparse_int>(1, nnz - 1);
rocsparse_int row = hcoo_row_ind[index] - base;
if(row > 0 && row < n - 1)
{
if(uplo == rocsparse_fill_mode_lower)
{
// Find index of last column in row
while((index + 1) < nnz && row == (hcoo_row_ind[index + 1] - base))
{
index++;
}
}
else
{
// Find index of first column in row
while((index - 1) >= 0 && row == (hcoo_row_ind[index - 1] - base))
{
index--;
}
}
temp = hcoo_col_ind[index];
hcoo_col_ind[index] = (uplo == rocsparse_fill_mode_lower) ? (n - 1 + base) : base;
dcoo_col_ind.transfer_from(hcoo_col_ind);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_fill);
// Restore indices
hcoo_col_ind[index] = temp;
dcoo_col_ind.transfer_from(hcoo_col_ind);
}
}
rng = random_generator_exact<rocsparse_int>(0, nnz - 1);
temp_val = hcoo_val[rng];
// Check passing matrix with inf value
hcoo_val[rng] = rocsparse_inf<T>();
dcoo_val.transfer_from(hcoo_val);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_inf);
// Check passing matrix with nan value
hcoo_val[rng] = rocsparse_nan<T>();
dcoo_val.transfer_from(hcoo_val);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_nan);
// Restore indices
hcoo_val[rng] = temp_val;
dcoo_val.transfer_from(hcoo_val);
}
if(arg.timing)
{
int number_cold_calls = 2;
int number_hot_calls = arg.iters;
// Warm up
for(int iter = 0; iter < number_cold_calls; ++iter)
{
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
}
double gpu_time_used = get_time_us();
// Performance run
for(int iter = 0; iter < number_hot_calls; ++iter)
{
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_coo<T>(handle,
m,
n,
nnz,
dcoo_val,
dcoo_row_ind,
dcoo_col_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
}
gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls;
double gbyte_count = check_matrix_coo_gbyte_count<T>(nnz);
double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
display_timing_info(display_key_t::M,
m,
display_key_t::N,
n,
display_key_t::nnz,
nnz,
display_key_t::bandwidth,
gpu_gbyte,
display_key_t::time_ms,
get_gpu_time_msec(gpu_time_used));
}
CHECK_HIP_ERROR(rocsparse_hipFree(dbuffer));
}
#define INSTANTIATE(TYPE) \
template void testing_check_matrix_coo_bad_arg<TYPE>(const Arguments& arg); \
template void testing_check_matrix_coo<TYPE>(const Arguments& arg)
INSTANTIATE(float);
INSTANTIATE(double);
INSTANTIATE(rocsparse_float_complex);
INSTANTIATE(rocsparse_double_complex);
void testing_check_matrix_coo_extra(const Arguments& arg) {}
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