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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_gebsc_bad_arg(const Arguments& arg)
{
rocsparse_int mb = 100;
rocsparse_int nb = 100;
rocsparse_int nnzb = 100;
rocsparse_int row_block_dim = 2;
rocsparse_int col_block_dim = 2;
rocsparse_direction dir = rocsparse_direction_row;
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;
const rocsparse_int* bsc_col_ptr = (const rocsparse_int*)0x4;
const rocsparse_int* bsc_row_ind = (const rocsparse_int*)0x4;
const T* bsc_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] = {7, 8, 9};
#define PARAMS_BUFFER_SIZE \
handle, dir, mb, nb, nnzb, row_block_dim, col_block_dim, bsc_val, bsc_col_ptr, bsc_row_ind, \
idx_base, matrix_type, uplo, storage, buffer_size
#define PARAMS \
handle, dir, mb, nb, nnzb, row_block_dim, col_block_dim, bsc_val, bsc_col_ptr, bsc_row_ind, \
idx_base, matrix_type, uplo, storage, data_status, temp_buffer
select_bad_arg_analysis(rocsparse_check_matrix_gebsc_buffer_size<T>,
nargs_to_exclude,
args_to_exclude,
PARAMS_BUFFER_SIZE);
select_bad_arg_analysis(
rocsparse_check_matrix_gebsc<T>, nargs_to_exclude, args_to_exclude, PARAMS);
// row_block_dim == 0
row_block_dim = 0;
EXPECT_ROCSPARSE_STATUS(rocsparse_check_matrix_gebsc_buffer_size<T>(PARAMS_BUFFER_SIZE),
rocsparse_status_invalid_size);
EXPECT_ROCSPARSE_STATUS(rocsparse_check_matrix_gebsc<T>(PARAMS), rocsparse_status_invalid_size);
row_block_dim = 2;
// col_block_dim == 0
col_block_dim = 0;
EXPECT_ROCSPARSE_STATUS(rocsparse_check_matrix_gebsc_buffer_size<T>(PARAMS_BUFFER_SIZE),
rocsparse_status_invalid_size);
EXPECT_ROCSPARSE_STATUS(rocsparse_check_matrix_gebsc<T>(PARAMS), rocsparse_status_invalid_size);
col_block_dim = 2;
// row_block_dim == 0 && col_block_dim == 0
row_block_dim = 0;
col_block_dim = 0;
EXPECT_ROCSPARSE_STATUS(rocsparse_check_matrix_gebsc_buffer_size<T>(PARAMS_BUFFER_SIZE),
rocsparse_status_invalid_size);
EXPECT_ROCSPARSE_STATUS(rocsparse_check_matrix_gebsc<T>(PARAMS), rocsparse_status_invalid_size);
row_block_dim = 2;
col_block_dim = 2;
#undef PARAMS_BUFFER_SIZE
#undef PARAMS
}
template <typename T>
void testing_check_matrix_gebsc(const Arguments& arg)
{
rocsparse_direction direction = arg.direction;
rocsparse_int m = arg.M;
rocsparse_int n = arg.N;
rocsparse_int row_block_dim = arg.row_block_dimA;
rocsparse_int col_block_dim = arg.col_block_dimA;
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;
rocsparse_int mb = (row_block_dim > 0) ? (m + row_block_dim - 1) / row_block_dim : 0;
rocsparse_int nb = (col_block_dim > 0) ? (n + col_block_dim - 1) / col_block_dim : 0;
// Create rocsparse handle
rocsparse_local_handle handle;
rocsparse_matrix_factory<T> matrix_factory(arg);
// Allocate host memory for BSC matrix
host_vector<rocsparse_int> hbsc_col_ptr;
host_vector<rocsparse_int> hbsc_row_ind;
host_vector<T> hbsc_val;
// Generate (or load from file) BSC matrix
rocsparse_int nnzb;
matrix_factory.init_gebsc(hbsc_col_ptr,
hbsc_row_ind,
hbsc_val,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
base);
// BSC matrix on device
device_vector<rocsparse_int> dbsc_col_ptr(hbsc_col_ptr);
device_vector<rocsparse_int> dbsc_row_ind(hbsc_row_ind);
device_vector<T> dbsc_val(hbsc_val);
size_t buffer_size;
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc_buffer_size<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_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_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
CHECK_ROCSPARSE_DATA_ERROR(data_status);
// Check passing shifting ptr array by large number
host_vector<rocsparse_int> hbsc_col_ptr_shifted(hbsc_col_ptr);
for(size_t i = 0; i < hbsc_col_ptr_shifted.size(); i++)
{
hbsc_col_ptr_shifted[i] += 10000;
}
device_vector<rocsparse_int> dbsc_col_ptr_shifted(hbsc_col_ptr_shifted);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
CHECK_ROCSPARSE_DATA_ERROR(data_status);
if(nnzb > 1 && nb > 1)
{
rocsparse_int temp;
T temp_val;
rocsparse_int rng;
rocsparse_seedrand();
rng = random_generator_exact<rocsparse_int>(1, nb - 1);
temp = hbsc_col_ptr[rng];
// Check passing matrix with invalid column ptr offset set number less than zero
hbsc_col_ptr[rng] = -1;
dbsc_col_ptr.transfer_from(hbsc_col_ptr);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_offset_ptr);
// Restore offset pointer
hbsc_col_ptr[rng] = temp;
dbsc_col_ptr.transfer_from(hbsc_col_ptr);
rng = random_generator_exact<rocsparse_int>(0, nnzb - 1);
temp = hbsc_row_ind[rng];
// Check passing matrix with row index set to number less than zero
hbsc_row_ind[rng] = -1;
dbsc_row_ind.transfer_from(hbsc_row_ind);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_index);
// Check passing matrix with row index set to number greater than mb - 1 + base
hbsc_row_ind[rng] = (mb - 1 + base) + 10;
dbsc_row_ind.transfer_from(hbsc_row_ind);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_index);
// Restore indices
hbsc_row_ind[rng] = temp;
dbsc_row_ind.transfer_from(hbsc_row_ind);
// Check passing matrix with duplicate rows
{
// Find first column with non-zeros in it
rocsparse_int col = -1;
for(size_t i = 1; i < nb; i++)
{
if(hbsc_col_ptr[i + 1] - hbsc_col_ptr[i] >= 2)
{
col = i;
break;
}
}
if(col != -1)
{
rocsparse_int index = hbsc_col_ptr[col] - base + 1;
temp = hbsc_row_ind[index];
hbsc_row_ind[index] = hbsc_row_ind[hbsc_col_ptr[col] - base];
dbsc_row_ind.transfer_from(hbsc_row_ind);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_duplicate_entry);
// Restore indices
hbsc_row_ind[index] = temp;
dbsc_row_ind.transfer_from(hbsc_row_ind);
}
}
// Check passing matrix with invalid fill
if(matrix_type != rocsparse_matrix_type_general)
{
// Find first column with non-zeros in it
rocsparse_int col = -1;
for(size_t i = 1; i < nb; i++)
{
if(hbsc_col_ptr[i + 1] - hbsc_col_ptr[i] > 0)
{
col = i;
break;
}
}
if(col != -1)
{
rocsparse_int index = (uplo == rocsparse_fill_mode_lower)
? hbsc_col_ptr[col + 1] - base - 1
: hbsc_col_ptr[col] - base;
temp = hbsc_row_ind[index];
hbsc_row_ind[index] = (uplo == rocsparse_fill_mode_lower) ? (mb - 1 + base) : base;
dbsc_row_ind.transfer_from(hbsc_row_ind);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_invalid_fill);
// Restore indices
hbsc_row_ind[index] = temp;
dbsc_row_ind.transfer_from(hbsc_row_ind);
}
}
rng = random_generator_exact<rocsparse_int>(0, nnzb - 1);
temp_val = hbsc_val[rng];
// Check passing matrix with inf value
hbsc_val[rng] = rocsparse_inf<T>();
dbsc_val.transfer_from(hbsc_val);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_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
hbsc_val[rng] = rocsparse_nan<T>();
dbsc_val.transfer_from(hbsc_val);
CHECK_ROCSPARSE_ERROR(rocsparse_check_matrix_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_ind,
base,
matrix_type,
uplo,
storage,
&data_status,
dbuffer));
EXPECT_ROCSPARSE_DATA_STATUS(data_status, rocsparse_data_status_nan);
// Restore indices
hbsc_val[rng] = temp_val;
dbsc_val.transfer_from(hbsc_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_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_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_gebsc<T>(handle,
direction,
mb,
nb,
nnzb,
row_block_dim,
col_block_dim,
dbsc_val,
dbsc_col_ptr,
dbsc_row_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_gebsc_gbyte_count<T>(nb, nnzb, row_block_dim, col_block_dim);
double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
display_timing_info(display_key_t::Mb,
mb,
display_key_t::Nb,
nb,
display_key_t::nnzb,
nnzb,
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_gebsc_bad_arg<TYPE>(const Arguments& arg); \
template void testing_check_matrix_gebsc<TYPE>(const Arguments& arg)
INSTANTIATE(float);
INSTANTIATE(double);
INSTANTIATE(rocsparse_float_complex);
INSTANTIATE(rocsparse_double_complex);
void testing_check_matrix_gebsc_extra(const Arguments& arg) {}
|
