derek.holloway
7502bf64a4
CodeQL / Analyze (actions) (push) Canceled after 0s
CodeQL / Analyze (python) (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Multi-Arch CI / setup (push) Canceled after 0s
Publish build_manylinux_x86_64 images / publish_build_manylinux_x86_64 (push) Canceled after 0s
Setup (Multi-Arch) / setup (push) Canceled after 0s
Multi-Arch CI / Linux::${{ fromJSON(needs.setup.outputs.linux_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubi10 image / publish_no_rocm_image_ubi10 (push) Canceled after 0s
Multi-Arch CI / Windows::${{ fromJSON(needs.setup.outputs.windows_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Multi-Arch CI / Manifest Diff (push) Canceled after 0s
TheRock Manifest Diff Report / Generate Manifest Diff Report (push) Canceled after 0s
Multi-Arch CI / CI Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_ocl_rt images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_rocgdb images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Unit Tests / Unit Tests :: ubuntu-24.04 (push) Canceled after 0s
Unit Tests / Unit Tests :: windows-2022 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_media (push) Canceled after 0s
Unit Tests / Unit Tests Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_openmpi (push) Canceled after 0s
627 lines
26 KiB
C++
627 lines
26 KiB
C++
/* ************************************************************************
|
|
* Copyright (C) 2022-2026 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 "auto_testing_bad_arg.hpp"
|
|
#include "testing.hpp"
|
|
|
|
template <typename T, typename I = rocsparse_int, typename J = rocsparse_int>
|
|
rocsparse_status test_bsr_set_pointers(rocsparse_spmat_descr descr,
|
|
device_gebsr_matrix<T, I, J>& bsr_matrix)
|
|
{
|
|
return rocsparse_bsr_set_pointers(descr, bsr_matrix.ptr, bsr_matrix.ind, bsr_matrix.val);
|
|
}
|
|
|
|
//
|
|
//
|
|
//
|
|
template <typename I, typename J, typename T>
|
|
void testing_spgemm_bsr_bad_arg(const Arguments& arg)
|
|
{
|
|
static const size_t safe_size = 100;
|
|
|
|
// Create rocsparse handle
|
|
rocsparse_local_handle local_handle;
|
|
|
|
rocsparse_handle handle = local_handle;
|
|
J mb = safe_size;
|
|
J nb = safe_size;
|
|
J kb = safe_size;
|
|
I nnzb_A = safe_size;
|
|
I nnzb_B = safe_size;
|
|
I nnzb_C = safe_size;
|
|
I nnzb_D = safe_size;
|
|
J block_dim = safe_size;
|
|
|
|
void* bsr_row_ptr_A = (void*)0x4;
|
|
void* bsr_col_ind_A = (void*)0x4;
|
|
void* bsr_val_A = (void*)0x4;
|
|
void* bsr_row_ptr_B = (void*)0x4;
|
|
void* bsr_col_ind_B = (void*)0x4;
|
|
void* bsr_val_B = (void*)0x4;
|
|
void* bsr_row_ptr_C = (void*)0x4;
|
|
void* bsr_col_ind_C = (void*)0x4;
|
|
void* bsr_val_C = (void*)0x4;
|
|
void* bsr_row_ptr_D = (void*)0x4;
|
|
void* bsr_col_ind_D = (void*)0x4;
|
|
void* bsr_val_D = (void*)0x4;
|
|
|
|
rocsparse_direction dir = rocsparse_direction_row;
|
|
rocsparse_operation trans_A = rocsparse_operation_none;
|
|
rocsparse_operation trans_B = rocsparse_operation_none;
|
|
rocsparse_index_base base = rocsparse_index_base_zero;
|
|
rocsparse_spgemm_alg alg = rocsparse_spgemm_alg_default;
|
|
rocsparse_spgemm_stage stage = rocsparse_spgemm_stage_compute;
|
|
|
|
// Index and data type
|
|
rocsparse_indextype itype = get_indextype<I>();
|
|
rocsparse_indextype jtype = get_indextype<J>();
|
|
rocsparse_datatype compute_type = get_datatype<T>();
|
|
|
|
// SpGEMM structures
|
|
rocsparse_local_spmat local_A(mb,
|
|
kb,
|
|
nnzb_A,
|
|
dir,
|
|
block_dim,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
bsr_val_A,
|
|
itype,
|
|
jtype,
|
|
base,
|
|
compute_type,
|
|
rocsparse_format_bsr);
|
|
rocsparse_local_spmat local_B(kb,
|
|
nb,
|
|
nnzb_B,
|
|
dir,
|
|
block_dim,
|
|
bsr_row_ptr_B,
|
|
bsr_col_ind_B,
|
|
bsr_val_B,
|
|
itype,
|
|
jtype,
|
|
base,
|
|
compute_type,
|
|
rocsparse_format_bsr);
|
|
rocsparse_local_spmat local_C(mb,
|
|
nb,
|
|
nnzb_C,
|
|
dir,
|
|
block_dim,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
bsr_val_C,
|
|
itype,
|
|
jtype,
|
|
base,
|
|
compute_type,
|
|
rocsparse_format_bsr);
|
|
rocsparse_local_spmat local_D(mb,
|
|
nb,
|
|
nnzb_D,
|
|
dir,
|
|
block_dim,
|
|
bsr_row_ptr_D,
|
|
bsr_col_ind_D,
|
|
bsr_val_D,
|
|
itype,
|
|
jtype,
|
|
base,
|
|
compute_type,
|
|
rocsparse_format_bsr);
|
|
|
|
rocsparse_spmat_descr A = local_A;
|
|
rocsparse_spmat_descr B = local_B;
|
|
rocsparse_spmat_descr C = local_C;
|
|
rocsparse_spmat_descr D = local_D;
|
|
|
|
int nargs_to_exclude = 4;
|
|
const int args_to_exclude[4] = {3, 6, 12, 13};
|
|
|
|
// 4 Scenarios need to be tested:
|
|
|
|
// Scenario 1: alpha == nullptr && beta == nullptr
|
|
// Scenario 2: alpha != nullptr && beta == nullptr
|
|
// Scenario 3: alpha == nullptr && beta != nullptr
|
|
// Scenario 4: alpha != nullptr && beta != nullptr
|
|
|
|
#define PARAMS \
|
|
handle, trans_A, trans_B, alpha, A, B, beta, D, C, compute_type, alg, stage, buffer_size, \
|
|
temp_buffer
|
|
// ###############################################
|
|
// Scenario 1: alpha == nullptr && beta == nullptr
|
|
// ###############################################
|
|
{
|
|
const T* alpha = (const T*)nullptr;
|
|
const T* beta = (const T*)nullptr;
|
|
|
|
size_t* buffer_size = (size_t*)0x4;
|
|
void* temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = (size_t*)0x4;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
}
|
|
|
|
// ###############################################
|
|
// Scenario 2: alpha != nullptr && beta == nullptr
|
|
// ###############################################
|
|
{
|
|
const T* alpha = (const T*)0x4;
|
|
const T* beta = (const T*)nullptr;
|
|
|
|
size_t* buffer_size = (size_t*)0x4;
|
|
void* temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = (size_t*)0x4;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
}
|
|
|
|
// ###############################################
|
|
// Scenario 3: alpha == nullptr && beta != nullptr
|
|
// ###############################################
|
|
{
|
|
const T* alpha = (const T*)nullptr;
|
|
const T* beta = (const T*)0x4;
|
|
|
|
size_t* buffer_size = (size_t*)0x4;
|
|
void* temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = (size_t*)0x4;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
}
|
|
|
|
// ###############################################
|
|
// Scenario 4: alpha != nullptr && beta != nullptr
|
|
// ###############################################
|
|
{
|
|
const T* alpha = (const T*)0x4;
|
|
const T* beta = (const T*)0x4;
|
|
|
|
size_t* buffer_size = (size_t*)0x4;
|
|
void* temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = (size_t*)0x4;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = (void*)0x4;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
|
|
buffer_size = nullptr;
|
|
temp_buffer = nullptr;
|
|
select_bad_arg_analysis(rocsparse_spgemm, nargs_to_exclude, args_to_exclude, PARAMS);
|
|
}
|
|
#undef PARAMS
|
|
|
|
const T* alpha = (const T*)0x4;
|
|
const T* beta = (const T*)0x4;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spgemm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
alpha,
|
|
A,
|
|
B,
|
|
beta,
|
|
D,
|
|
C,
|
|
compute_type,
|
|
alg,
|
|
rocsparse_spgemm_stage_buffer_size,
|
|
nullptr,
|
|
nullptr),
|
|
rocsparse_status_invalid_pointer);
|
|
}
|
|
|
|
template <typename I, typename J, typename T>
|
|
void testing_spgemm_bsr(const Arguments& arg)
|
|
{
|
|
J M = arg.M;
|
|
J N = arg.N;
|
|
J K = arg.K;
|
|
J block_dim = arg.block_dim;
|
|
rocsparse_direction dir = arg.direction;
|
|
rocsparse_operation trans_A = arg.transA;
|
|
rocsparse_operation trans_B = arg.transB;
|
|
rocsparse_index_base base_A = arg.baseA;
|
|
rocsparse_index_base base_B = arg.baseB;
|
|
rocsparse_index_base base_C = arg.baseC;
|
|
rocsparse_index_base base_D = arg.baseD;
|
|
rocsparse_spgemm_alg alg = arg.spgemm_alg;
|
|
static constexpr bool full_rank = false;
|
|
|
|
J Mb = (M + block_dim - 1) / block_dim;
|
|
J Nb = (N + block_dim - 1) / block_dim;
|
|
J Kb = (K + block_dim - 1) / block_dim;
|
|
|
|
T h_alpha = arg.get_alpha<T>();
|
|
T h_beta = arg.get_beta<T>();
|
|
|
|
device_vector<T> d_alpha(1);
|
|
device_vector<T> d_beta(1);
|
|
CHECK_HIP_ERROR(hipMemcpy(d_alpha, &h_alpha, sizeof(T), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(d_beta, &h_beta, sizeof(T), hipMemcpyHostToDevice));
|
|
|
|
// -99 means nullptr
|
|
T* h_alpha_ptr = (h_alpha == (T)-99) ? nullptr : &h_alpha;
|
|
T* h_beta_ptr = (h_beta == (T)-99) ? nullptr : &h_beta;
|
|
T* d_alpha_ptr = (h_alpha == (T)-99) ? nullptr : d_alpha;
|
|
T* d_beta_ptr = (h_beta == (T)-99) ? nullptr : d_beta;
|
|
|
|
// data type
|
|
rocsparse_datatype compute_type = get_datatype<T>();
|
|
|
|
// Create rocsparse handle
|
|
rocsparse_local_handle handle;
|
|
|
|
if((Mb <= 0 || Nb <= 0 || Kb <= 0 || block_dim <= 0))
|
|
{
|
|
return;
|
|
}
|
|
|
|
// Declare host matrices.
|
|
host_gebsr_matrix<T, I, J> hA;
|
|
|
|
rocsparse_matrix_factory<T, I, J> matrix_factory(arg, arg.timing ? false : true, full_rank);
|
|
rocsparse_matrix_factory_random<T, I, J> rf(full_rank);
|
|
|
|
hA.define(dir, Mb, Kb, 0, block_dim, block_dim, base_A);
|
|
matrix_factory.init_gebsr(hA, Mb, Kb, block_dim, block_dim, base_A);
|
|
|
|
M = Mb * hA.row_block_dim;
|
|
K = Kb * hA.col_block_dim;
|
|
|
|
host_gebsr_matrix<T, I, J> hB, hC, hD;
|
|
hB.define(dir, Kb, Nb, 0, block_dim, block_dim, base_B);
|
|
hC.define(dir, Mb, Nb, 0, block_dim, block_dim, base_C);
|
|
hD.define(dir, Mb, Nb, 0, block_dim, block_dim, base_D);
|
|
|
|
rf.init_gebsr(hB.ptr,
|
|
hB.ind,
|
|
hB.val,
|
|
hB.dir,
|
|
hB.mb,
|
|
hB.nb,
|
|
hB.nnzb,
|
|
hB.row_block_dim,
|
|
hB.col_block_dim,
|
|
hB.base,
|
|
rocsparse_matrix_type_general,
|
|
rocsparse_fill_mode_lower,
|
|
rocsparse_storage_mode_sorted);
|
|
rf.init_gebsr(hD.ptr,
|
|
hD.ind,
|
|
hD.val,
|
|
hD.dir,
|
|
hD.mb,
|
|
hD.nb,
|
|
hD.nnzb,
|
|
hD.row_block_dim,
|
|
hD.col_block_dim,
|
|
hD.base,
|
|
rocsparse_matrix_type_general,
|
|
rocsparse_fill_mode_lower,
|
|
rocsparse_storage_mode_sorted);
|
|
|
|
device_gebsr_matrix<T, I, J> dA(hA);
|
|
device_gebsr_matrix<T, I, J> dB(hB);
|
|
device_gebsr_matrix<T, I, J> dC(hC);
|
|
device_gebsr_matrix<T, I, J> dD(hD);
|
|
|
|
// Declare local spmat.
|
|
rocsparse_local_spmat A(dA), B(dB), C(dC), D(dD);
|
|
|
|
size_t buffer_size;
|
|
void* dbuffer = nullptr;
|
|
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spgemm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
h_alpha_ptr,
|
|
A,
|
|
B,
|
|
h_beta_ptr,
|
|
D,
|
|
C,
|
|
compute_type,
|
|
alg,
|
|
rocsparse_spgemm_stage_buffer_size,
|
|
&buffer_size,
|
|
dbuffer),
|
|
rocsparse_status_success);
|
|
|
|
CHECK_HIP_ERROR(rocsparse_hipMalloc(&dbuffer, buffer_size));
|
|
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spgemm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
h_alpha_ptr,
|
|
A,
|
|
B,
|
|
h_beta_ptr,
|
|
D,
|
|
C,
|
|
compute_type,
|
|
alg,
|
|
rocsparse_spgemm_stage_nnz,
|
|
&buffer_size,
|
|
dbuffer),
|
|
rocsparse_status_success);
|
|
|
|
// Update memory
|
|
int64_t rows_C;
|
|
int64_t cols_C;
|
|
int64_t nnzb_C;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_spmat_get_size(C, &rows_C, &cols_C, &nnzb_C));
|
|
|
|
if(nnzb_C > 0)
|
|
{
|
|
dC.define(dC.dir, dC.mb, dC.nb, nnzb_C, dC.row_block_dim, dC.col_block_dim, dC.base);
|
|
CHECK_ROCSPARSE_ERROR(test_bsr_set_pointers(C, dC));
|
|
}
|
|
|
|
if(arg.unit_check)
|
|
{
|
|
// Compute C on host.
|
|
I hC_nnzb = 0;
|
|
host_bsrgemm_nnzb<T, I, J>(hA.mb,
|
|
hC.nb,
|
|
hA.nb,
|
|
hA.row_block_dim,
|
|
h_alpha_ptr,
|
|
hA.ptr,
|
|
hA.ind,
|
|
hB.ptr,
|
|
hB.ind,
|
|
h_beta_ptr,
|
|
hD.ptr,
|
|
hD.ind,
|
|
hC.ptr,
|
|
&hC_nnzb,
|
|
hA.base,
|
|
hB.base,
|
|
hC.base,
|
|
hD.base);
|
|
|
|
hC.define(hC.dir, hC.mb, hC.nb, hC_nnzb, hC.row_block_dim, hC.col_block_dim, hC.base);
|
|
|
|
host_bsrgemm<T, I, J>(dir,
|
|
hA.mb,
|
|
hC.nb,
|
|
hA.nb,
|
|
hA.row_block_dim,
|
|
h_alpha_ptr,
|
|
hA.ptr,
|
|
hA.ind,
|
|
hA.val,
|
|
hB.ptr,
|
|
hB.ind,
|
|
hB.val,
|
|
h_beta_ptr,
|
|
hD.ptr,
|
|
hD.ind,
|
|
hD.val,
|
|
hC.ptr,
|
|
hC.ind,
|
|
hC.val,
|
|
hA.base,
|
|
hB.base,
|
|
hC.base,
|
|
hD.base);
|
|
|
|
// Compute C (host pointer)
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spgemm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
h_alpha_ptr,
|
|
A,
|
|
B,
|
|
h_beta_ptr,
|
|
D,
|
|
C,
|
|
compute_type,
|
|
alg,
|
|
rocsparse_spgemm_stage_compute,
|
|
&buffer_size,
|
|
dbuffer),
|
|
rocsparse_status_success);
|
|
|
|
if(ROCSPARSE_REPRODUCIBILITY)
|
|
{
|
|
rocsparse_reproducibility::save("dC pointer mode host", dC);
|
|
}
|
|
|
|
// Check
|
|
hC.near_check(dC);
|
|
|
|
// Compute C (device pointer)
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spgemm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
d_alpha_ptr,
|
|
A,
|
|
B,
|
|
d_beta_ptr,
|
|
D,
|
|
C,
|
|
compute_type,
|
|
alg,
|
|
rocsparse_spgemm_stage_compute,
|
|
&buffer_size,
|
|
dbuffer),
|
|
rocsparse_status_success);
|
|
|
|
if(ROCSPARSE_REPRODUCIBILITY)
|
|
{
|
|
rocsparse_reproducibility::save("dC pointer mode device", dC);
|
|
}
|
|
|
|
// Check
|
|
hC.near_check(dC);
|
|
}
|
|
|
|
if(arg.timing)
|
|
{
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
|
|
const double gpu_analysis_time_used
|
|
= rocsparse_clients::run_benchmark(arg,
|
|
rocsparse_spgemm,
|
|
handle,
|
|
trans_A,
|
|
trans_B,
|
|
h_alpha_ptr,
|
|
A,
|
|
B,
|
|
h_beta_ptr,
|
|
D,
|
|
C,
|
|
compute_type,
|
|
alg,
|
|
rocsparse_spgemm_stage_nnz,
|
|
&buffer_size,
|
|
dbuffer);
|
|
|
|
const double gpu_solve_time_used
|
|
= rocsparse_clients::run_benchmark(arg,
|
|
rocsparse_spgemm,
|
|
handle,
|
|
trans_A,
|
|
trans_B,
|
|
h_alpha_ptr,
|
|
A,
|
|
B,
|
|
h_beta_ptr,
|
|
D,
|
|
C,
|
|
compute_type,
|
|
alg,
|
|
rocsparse_spgemm_stage_compute,
|
|
&buffer_size,
|
|
dbuffer);
|
|
|
|
double gflop_count = bsrgemm_gflop_count<T, I, J>(
|
|
Mb, hA.row_block_dim, h_alpha_ptr, hA.ptr, hA.ind, hB.ptr, h_beta_ptr, hD.ptr, hA.base);
|
|
double gbyte_count = bsrgemm_gbyte_count<T, I, J>(Mb,
|
|
Nb,
|
|
Kb,
|
|
hA.row_block_dim,
|
|
hA.nnzb,
|
|
hB.nnzb,
|
|
hC.nnzb,
|
|
hD.nnzb,
|
|
h_alpha_ptr,
|
|
h_beta_ptr);
|
|
|
|
double gpu_gbyte = get_gpu_gbyte(gpu_solve_time_used, gbyte_count);
|
|
double gpu_gflops = get_gpu_gflops(gpu_solve_time_used, gflop_count);
|
|
|
|
display_timing_info(display_key_t::trans_A,
|
|
rocsparse_operation2string(trans_A),
|
|
display_key_t::trans_B,
|
|
rocsparse_operation2string(trans_B),
|
|
display_key_t::Mb,
|
|
Mb,
|
|
display_key_t::Nb,
|
|
Nb,
|
|
display_key_t::Kb,
|
|
Kb,
|
|
display_key_t::bdim,
|
|
block_dim,
|
|
display_key_t::nnzb_A,
|
|
dA.nnzb,
|
|
display_key_t::nnzb_B,
|
|
dB.nnzb,
|
|
display_key_t::nnzb_C,
|
|
dC.nnzb,
|
|
display_key_t::nnzb_D,
|
|
dD.nnzb,
|
|
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::analysis_time_ms,
|
|
get_gpu_time_msec(gpu_analysis_time_used),
|
|
display_key_t::time_ms,
|
|
get_gpu_time_msec(gpu_solve_time_used));
|
|
}
|
|
|
|
CHECK_HIP_ERROR(rocsparse_hipFree(dbuffer));
|
|
}
|
|
|
|
#define INSTANTIATE(ITYPE, JTYPE, TTYPE) \
|
|
template void testing_spgemm_bsr_bad_arg<ITYPE, JTYPE, TTYPE>(const Arguments& arg); \
|
|
template void testing_spgemm_bsr<ITYPE, JTYPE, TTYPE>(const Arguments& arg)
|
|
|
|
INSTANTIATE(int32_t, int32_t, float);
|
|
INSTANTIATE(int32_t, int32_t, double);
|
|
INSTANTIATE(int32_t, int32_t, rocsparse_float_complex);
|
|
INSTANTIATE(int32_t, int32_t, rocsparse_double_complex);
|
|
INSTANTIATE(int64_t, int32_t, float);
|
|
INSTANTIATE(int64_t, int32_t, double);
|
|
INSTANTIATE(int64_t, int32_t, rocsparse_float_complex);
|
|
INSTANTIATE(int64_t, int32_t, rocsparse_double_complex);
|
|
INSTANTIATE(int64_t, int64_t, float);
|
|
INSTANTIATE(int64_t, int64_t, double);
|
|
INSTANTIATE(int64_t, int64_t, rocsparse_float_complex);
|
|
INSTANTIATE(int64_t, int64_t, rocsparse_double_complex);
|
|
void testing_spgemm_bsr_extra(const Arguments& arg) {}
|