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
1006 lines
41 KiB
C++
1006 lines
41 KiB
C++
/* ************************************************************************
|
|
* Copyright (C) 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 "rocsparse_clients_objects.hpp"
|
|
#include "testing.hpp"
|
|
|
|
struct rocsparse_local_sptrsm
|
|
{
|
|
rocsparse_sptrsm_descr sptrsm_descr{};
|
|
~rocsparse_local_sptrsm()
|
|
{
|
|
rocsparse_destroy_sptrsm_descr(this->sptrsm_descr);
|
|
}
|
|
|
|
operator rocsparse_sptrsm_descr&()
|
|
{
|
|
return this->sptrsm_descr;
|
|
}
|
|
operator const rocsparse_sptrsm_descr&() const
|
|
{
|
|
return this->sptrsm_descr;
|
|
}
|
|
|
|
rocsparse_local_sptrsm(rocsparse_handle handle,
|
|
const rocsparse_operation operation_A,
|
|
const rocsparse_operation operation_X,
|
|
const rocsparse_sptrsm_alg alg,
|
|
const rocsparse_datatype scalar_datatype,
|
|
const rocsparse_datatype compute_datatype,
|
|
const rocsparse_analysis_policy apol)
|
|
{
|
|
rocsparse_create_sptrsm_descr(&this->sptrsm_descr);
|
|
rocsparse_error p_error[1] = {nullptr};
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_operation_A,
|
|
&operation_A,
|
|
sizeof(operation_A),
|
|
p_error);
|
|
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_operation_X,
|
|
&operation_X,
|
|
sizeof(operation_X),
|
|
p_error);
|
|
|
|
rocsparse_sptrsm_set_input(
|
|
handle, sptrsm_descr, rocsparse_sptrsm_input_alg, &alg, sizeof(alg), p_error);
|
|
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_datatype,
|
|
&scalar_datatype,
|
|
sizeof(scalar_datatype),
|
|
p_error);
|
|
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_compute_datatype,
|
|
&compute_datatype,
|
|
sizeof(compute_datatype),
|
|
p_error);
|
|
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_analysis_policy,
|
|
&apol,
|
|
sizeof(apol),
|
|
p_error);
|
|
}
|
|
};
|
|
|
|
template <>
|
|
inline rocsparse_status auto_testing_bad_arg_get_status(rocsparse_sptrsm_input& p)
|
|
{
|
|
return rocsparse_status_invalid_value;
|
|
}
|
|
|
|
template <>
|
|
inline rocsparse_status auto_testing_bad_arg_get_status(rocsparse_sptrsm_output& p)
|
|
{
|
|
return rocsparse_status_invalid_value;
|
|
}
|
|
|
|
template <>
|
|
inline void auto_testing_bad_arg_set_invalid(rocsparse_sptrsm_input& p)
|
|
{
|
|
p = (rocsparse_sptrsm_input)-1;
|
|
}
|
|
|
|
struct rocsparse_sptrsm_input_t
|
|
{
|
|
static constexpr rocsparse_sptrsm_input all[5] = {
|
|
rocsparse_sptrsm_input_alg,
|
|
rocsparse_sptrsm_input_scalar_datatype,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
rocsparse_sptrsm_input_operation_A,
|
|
rocsparse_sptrsm_input_operation_X,
|
|
};
|
|
};
|
|
|
|
template <typename I, typename J, typename T>
|
|
void testing_sptrsm_csc_bad_arg(const Arguments& arg)
|
|
{
|
|
rocsparse_local_handle local_handle;
|
|
|
|
rocsparse_handle handle = local_handle;
|
|
rocsparse_sptrsm_descr sptrsm_descr = (rocsparse_sptrsm_descr)0x4;
|
|
|
|
rocsparse_spmat_descr A = (rocsparse_spmat_descr)0x4;
|
|
rocsparse_dnmat_descr X = (rocsparse_dnmat_descr)0x4;
|
|
rocsparse_dnmat_descr Y = (rocsparse_dnmat_descr)0x4;
|
|
|
|
rocsparse_sptrsm_stage sptrsm_stage = rocsparse_sptrsm_stage_analysis;
|
|
|
|
void* buffer = (void*)0x4;
|
|
rocsparse_error* p_error = nullptr;
|
|
|
|
{
|
|
size_t* buffer_size_in_bytes = (size_t*)0x4;
|
|
#define PARAMS_BUFFER_SIZE \
|
|
handle, sptrsm_descr, A, X, Y, sptrsm_stage, buffer_size_in_bytes, p_error
|
|
|
|
static constexpr int nex = 1;
|
|
static const int ex[nex] = {7};
|
|
select_bad_arg_analysis(rocsparse_sptrsm_buffer_size, nex, ex, PARAMS_BUFFER_SIZE);
|
|
|
|
#undef PARAMS_BUFFER_SIZE
|
|
}
|
|
|
|
{
|
|
const size_t buffer_size_in_bytes = 1;
|
|
|
|
#define PARAMS handle, sptrsm_descr, A, X, Y, sptrsm_stage, buffer_size_in_bytes, buffer, p_error
|
|
|
|
static constexpr int nex = 2;
|
|
static const int ex[nex] = {6, 8};
|
|
select_bad_arg_analysis(rocsparse_sptrsm, nex, ex, PARAMS);
|
|
|
|
#undef PARAMS
|
|
}
|
|
|
|
{
|
|
static constexpr int nex = 2;
|
|
static const int ex[nex] = {4, 5};
|
|
const rocsparse_sptrsm_input input = rocsparse_sptrsm_input_alg;
|
|
void* data = (void*)0x4;
|
|
size_t data_size_in_bytes = sizeof(input);
|
|
select_bad_arg_analysis(rocsparse_sptrsm_set_input,
|
|
nex,
|
|
ex,
|
|
handle, //0
|
|
sptrsm_descr, //1
|
|
input, //2
|
|
data, //3
|
|
data_size_in_bytes, //4
|
|
p_error); // 5
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_create_sptrsm_descr(&sptrsm_descr));
|
|
for(auto e : rocsparse_sptrsm_input_t::all)
|
|
{
|
|
EXPECT_ROCSPARSE_STATUS(
|
|
rocsparse_sptrsm_set_input(handle, sptrsm_descr, e, data, 0, p_error),
|
|
rocsparse_status_invalid_size);
|
|
}
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_destroy_sptrsm_descr(sptrsm_descr));
|
|
}
|
|
|
|
//
|
|
// Testing with a tiny example, and tests the different wrong calls.
|
|
//
|
|
{
|
|
rocsparse_clients::dense_matrix_t<T> x(4, 5);
|
|
rocsparse_clients::dense_matrix_t<T> y(4, 5);
|
|
rocsparse_clients::csr_tridiag_matrix_t<T, I, J> A(4);
|
|
auto uplo = rocsparse_fill_mode_lower;
|
|
auto diag = rocsparse_diag_type_unit;
|
|
auto matrix_type = rocsparse_matrix_type_general;
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_spmat_set_attribute(A, rocsparse_spmat_fill_mode, &uplo, sizeof(uplo)));
|
|
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_spmat_set_attribute(A, rocsparse_spmat_diag_type, &diag, sizeof(diag)));
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_spmat_set_attribute(
|
|
A, rocsparse_spmat_matrix_type, &matrix_type, sizeof(matrix_type)));
|
|
|
|
rocsparse_error p_error[1] = {nullptr};
|
|
|
|
rocsparse_datatype alpha_datatype = rocsparse_datatype_f32_r;
|
|
host_scalar<float> halpha(1);
|
|
device_scalar<float> dalpha(halpha);
|
|
for(auto analysis_policy :
|
|
{rocsparse_analysis_policy_force, rocsparse_analysis_policy_reuse})
|
|
{
|
|
rocsparse_local_sptrsm sptrsm_descr(handle,
|
|
arg.transA,
|
|
arg.transB,
|
|
arg.sptrsm_alg,
|
|
alpha_datatype,
|
|
get_datatype<T>(),
|
|
analysis_policy);
|
|
|
|
size_t buffer_size;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_buffer_size(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_analysis,
|
|
&buffer_size,
|
|
p_error));
|
|
|
|
{
|
|
device_dense_vector<char> buffer(buffer_size);
|
|
CHECK_HIP_ERROR(hipMemset(buffer, 255 - 1, buffer_size));
|
|
|
|
//
|
|
// Call compute before analysis.
|
|
//
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_status_invalid_value,
|
|
rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_compute,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
|
|
//
|
|
// Call analysis.
|
|
//
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_analysis,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
|
|
//
|
|
// Analysis is done, expect error if we modify the following values.
|
|
//
|
|
for(auto input : {rocsparse_sptrsm_input_alg,
|
|
rocsparse_sptrsm_input_operation_A,
|
|
rocsparse_sptrsm_input_operation_X,
|
|
rocsparse_sptrsm_input_compute_datatype,
|
|
rocsparse_sptrsm_input_scalar_datatype,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
rocsparse_sptrsm_input_analysis_policy})
|
|
{
|
|
switch(input)
|
|
{
|
|
case rocsparse_sptrsm_input_alg:
|
|
case rocsparse_sptrsm_input_operation_A:
|
|
case rocsparse_sptrsm_input_operation_X:
|
|
case rocsparse_sptrsm_input_compute_datatype:
|
|
case rocsparse_sptrsm_input_analysis_policy:
|
|
{
|
|
|
|
EXPECT_ROCSPARSE_STATUS(
|
|
rocsparse_status_invalid_value,
|
|
rocsparse_sptrsm_set_input(
|
|
handle, sptrsm_descr, input, (void*)0x4, sizeof(int64_t), p_error));
|
|
break;
|
|
}
|
|
case rocsparse_sptrsm_input_scalar_datatype:
|
|
case rocsparse_sptrsm_input_scalar_alpha:
|
|
{
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
halpha,
|
|
sizeof(halpha.data()),
|
|
p_error));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
dalpha,
|
|
sizeof(dalpha.data()),
|
|
p_error));
|
|
break;
|
|
}
|
|
}
|
|
}
|
|
//
|
|
// Call analysis twice.
|
|
//
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_status_invalid_value,
|
|
rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_analysis,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
}
|
|
|
|
{
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_buffer_size(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_compute,
|
|
&buffer_size,
|
|
p_error));
|
|
device_dense_vector<char> buffer(buffer_size);
|
|
CHECK_HIP_ERROR(hipMemset(buffer, 255 - 1, buffer_size));
|
|
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
halpha,
|
|
sizeof(halpha.data()),
|
|
p_error));
|
|
|
|
//
|
|
// Call compute.
|
|
//
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_compute,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
|
|
//
|
|
// Call analysis after compute.
|
|
//
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_status_invalid_value,
|
|
rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_analysis,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
dalpha,
|
|
sizeof(dalpha.data()),
|
|
p_error));
|
|
|
|
//
|
|
// Call compute.
|
|
//
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_compute,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
|
|
//
|
|
// Call analysis after compute.
|
|
//
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_status_invalid_value,
|
|
rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_analysis,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
//
|
|
// Call compute.
|
|
//
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
x,
|
|
y,
|
|
rocsparse_sptrsm_stage_compute,
|
|
buffer_size,
|
|
buffer,
|
|
p_error));
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
template <typename I, typename J, typename T>
|
|
void testing_sptrsm_csc(const Arguments& arg)
|
|
{
|
|
J M = arg.M;
|
|
J N = arg.N;
|
|
if(M != N)
|
|
{
|
|
return;
|
|
}
|
|
|
|
const J K = arg.K;
|
|
const rocsparse_operation trans_A = arg.transA;
|
|
const rocsparse_operation trans_B = arg.transB;
|
|
const rocsparse_index_base base = arg.baseA;
|
|
const rocsparse_spsm_alg alg = arg.spsm_alg;
|
|
const rocsparse_diag_type diag = arg.diag;
|
|
const rocsparse_fill_mode uplo = arg.uplo;
|
|
const rocsparse_order order_B = arg.orderB;
|
|
const rocsparse_order order_C = arg.orderC;
|
|
const rocsparse_int ld_multiplier_B = arg.ld_multiplier_B;
|
|
const rocsparse_int ld_multiplier_C = arg.ld_multiplier_C;
|
|
|
|
// In the generic routines, C is always non-transposed (op(A) * C = op(B))
|
|
const rocsparse_operation trans_C = rocsparse_operation_none;
|
|
|
|
const host_scalar<T> halpha(arg.get_alpha<T>());
|
|
|
|
// Index and data type
|
|
const rocsparse_datatype ttype = get_datatype<T>();
|
|
|
|
// Create rocsparse handle
|
|
rocsparse_local_handle handle(arg);
|
|
rocsparse_matrix_factory<T, I, J> matrix_factory(arg);
|
|
|
|
// Allocate host memory for CSC matrix
|
|
host_vector<I> hcsc_col_ptr;
|
|
host_vector<J> hcsc_row_ind;
|
|
host_vector<T> hcsc_val;
|
|
|
|
// Sample matrix in CSC format
|
|
I nnz_A;
|
|
matrix_factory.init_csc(hcsc_col_ptr, hcsc_row_ind, hcsc_val, M, N, nnz_A, base);
|
|
|
|
// Non-squared matrices are not supported
|
|
if(M != N)
|
|
{
|
|
return;
|
|
}
|
|
|
|
//
|
|
// Scale values to improve conditioning.
|
|
//
|
|
{
|
|
const size_t size = hcsc_val.size();
|
|
floating_data_t<T> mx = floating_data_t<T>(0);
|
|
for(size_t i = 0; i < size; ++i)
|
|
{
|
|
mx = std::max(mx, std::abs(hcsc_val[i]));
|
|
}
|
|
mx = (mx != floating_data_t<T>(0)) ? floating_data_t<T>(1.0) / mx : floating_data_t<T>(1.0);
|
|
|
|
for(size_t i = 0; i < size; ++i)
|
|
{
|
|
hcsc_val[i] *= mx;
|
|
}
|
|
}
|
|
|
|
const J B_m = (trans_B == rocsparse_operation_none) ? M : K;
|
|
const J B_n = (trans_B == rocsparse_operation_none) ? K : M;
|
|
const J C_m = M;
|
|
const J C_n = K;
|
|
|
|
const int64_t ldb = std::max(
|
|
int64_t(1),
|
|
((order_B == rocsparse_order_column)
|
|
? ((trans_B == rocsparse_operation_none) ? (int64_t(ld_multiplier_B) * M)
|
|
: (int64_t(ld_multiplier_B) * K))
|
|
: ((trans_B == rocsparse_operation_none) ? (int64_t(ld_multiplier_B) * K)
|
|
: (int64_t(ld_multiplier_B) * M))));
|
|
|
|
const int64_t ldc
|
|
= std::max(int64_t(1),
|
|
((order_C == rocsparse_order_column) ? (int64_t(ld_multiplier_C) * M)
|
|
: (int64_t(ld_multiplier_C) * K)));
|
|
|
|
const int64_t nrowB = (order_B == rocsparse_order_column) ? ldb : B_m;
|
|
const int64_t ncolB = (order_B == rocsparse_order_column) ? B_n : ldb;
|
|
const int64_t nrowC = (order_C == rocsparse_order_column) ? ldc : C_m;
|
|
const int64_t ncolC = (order_C == rocsparse_order_column) ? C_n : ldc;
|
|
|
|
// Allocate host memory for vectors
|
|
host_dense_matrix<T> hB(nrowB, ncolB);
|
|
|
|
{
|
|
host_dense_matrix<T> htemp(B_m, B_n);
|
|
rocsparse_matrix_utils::init(htemp);
|
|
|
|
if(order_B == rocsparse_order_column)
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hB[i + ldb * j] = htemp[i + B_m * j];
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
hB[ldb * i + j] = htemp[B_n * i + j];
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
host_dense_matrix<T> hC(nrowC, ncolC);
|
|
memset(hC, 0, sizeof(T) * nrowC * ncolC);
|
|
|
|
// Copy B to C
|
|
if(order_B == rocsparse_order_column)
|
|
{
|
|
if(trans_B == rocsparse_operation_none)
|
|
{
|
|
if(order_C == rocsparse_order_column)
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i + ldc * j] = hB[i + ldb * j];
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i * ldc + j] = hB[i + ldb * j];
|
|
}
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
if(order_C == rocsparse_order_column)
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i * ldc + j] = hB[i + ldb * j];
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i + ldc * j] = hB[i + ldb * j];
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
if(trans_B == rocsparse_operation_none)
|
|
{
|
|
if(order_C == rocsparse_order_column)
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i + ldc * j] = hB[ldb * i + j];
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i * ldc + j] = hB[ldb * i + j];
|
|
}
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
if(order_C == rocsparse_order_column)
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i * ldc + j] = hB[ldb * i + j];
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
for(J j = 0; j < B_n; j++)
|
|
{
|
|
for(J i = 0; i < B_m; i++)
|
|
{
|
|
hC[i + ldc * j] = hB[ldb * i + j];
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
if(trans_B == rocsparse_operation_conjugate_transpose)
|
|
{
|
|
if(order_C == rocsparse_order_column)
|
|
{
|
|
for(J j = 0; j < C_n; j++)
|
|
{
|
|
for(J i = 0; i < C_m; i++)
|
|
{
|
|
hC[i + ldc * j] = rocsparse_conj<T>(hC[i + ldc * j]);
|
|
}
|
|
}
|
|
}
|
|
else
|
|
{
|
|
for(J i = 0; i < C_m; i++)
|
|
{
|
|
for(J j = 0; j < C_n; j++)
|
|
{
|
|
hC[ldc * i + j] = rocsparse_conj<T>(hC[ldc * i + j]);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
// Allocate device memory for CSC matrix and dense matrices
|
|
device_vector<I> dcsc_col_ptr(N + 1);
|
|
device_vector<J> dcsc_row_ind(nnz_A);
|
|
device_vector<T> dcsc_val(nnz_A);
|
|
device_dense_matrix<T> dB(hB);
|
|
device_dense_matrix<T> dC(nrowC, ncolC);
|
|
CHECK_HIP_ERROR(hipMemset(dC, 0, sizeof(T) * nrowC * ncolC));
|
|
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dcsc_col_ptr, hcsc_col_ptr.data(), sizeof(I) * (N + 1), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dcsc_row_ind, hcsc_row_ind.data(), sizeof(J) * nnz_A, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dcsc_val, hcsc_val.data(), sizeof(T) * nnz_A, hipMemcpyHostToDevice));
|
|
|
|
device_scalar<T> dalpha(halpha);
|
|
|
|
// Create descriptors — CSC format
|
|
static const bool csc_format = true;
|
|
rocsparse_local_spmat A(M,
|
|
N,
|
|
nnz_A,
|
|
dcsc_col_ptr,
|
|
dcsc_row_ind,
|
|
dcsc_val,
|
|
get_indextype<I>(),
|
|
get_indextype<J>(),
|
|
base,
|
|
ttype,
|
|
csc_format);
|
|
rocsparse_local_dnmat B(B_m, B_n, ldb, dB, ttype, order_B);
|
|
rocsparse_local_dnmat C(C_m, C_n, ldc, dC, ttype, order_C);
|
|
rocsparse_error* p_error = nullptr;
|
|
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_spmat_set_attribute(A, rocsparse_spmat_fill_mode, &uplo, sizeof(uplo)));
|
|
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_spmat_set_attribute(A, rocsparse_spmat_diag_type, &diag, sizeof(diag)));
|
|
|
|
rocsparse_sptrsm_descr sptrsm_descr;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_create_sptrsm_descr(&sptrsm_descr));
|
|
|
|
//
|
|
// Set algorithm.
|
|
//
|
|
{
|
|
const rocsparse_sptrsm_alg alg = rocsparse_sptrsm_alg_default;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(
|
|
handle, sptrsm_descr, rocsparse_sptrsm_input_alg, &alg, sizeof(alg), p_error));
|
|
}
|
|
|
|
//
|
|
// Set operation A
|
|
//
|
|
{
|
|
const rocsparse_operation operation_A = trans_A;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_operation_A,
|
|
&operation_A,
|
|
sizeof(operation_A),
|
|
p_error));
|
|
}
|
|
|
|
//
|
|
// Set operation B
|
|
//
|
|
{
|
|
const rocsparse_operation operation_X = trans_B;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_operation_X,
|
|
&operation_X,
|
|
sizeof(operation_X),
|
|
p_error));
|
|
}
|
|
|
|
//
|
|
// Set scalar datatype.
|
|
//
|
|
{
|
|
const rocsparse_datatype scalar_datatype = ttype;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_datatype,
|
|
&scalar_datatype,
|
|
sizeof(scalar_datatype),
|
|
p_error));
|
|
}
|
|
|
|
{
|
|
const rocsparse_datatype compute_datatype = ttype;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_compute_datatype,
|
|
&compute_datatype,
|
|
sizeof(compute_datatype),
|
|
p_error));
|
|
}
|
|
|
|
{
|
|
const rocsparse_analysis_policy apol = arg.apol;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_analysis_policy,
|
|
&apol,
|
|
sizeof(apol),
|
|
p_error));
|
|
}
|
|
|
|
{
|
|
size_t buffer_size_in_bytes;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_buffer_size(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
B,
|
|
C,
|
|
rocsparse_sptrsm_stage_analysis,
|
|
&buffer_size_in_bytes,
|
|
p_error));
|
|
|
|
void* buffer;
|
|
CHECK_HIP_ERROR(rocsparse_hipMalloc(&buffer, buffer_size_in_bytes));
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
B,
|
|
C,
|
|
rocsparse_sptrsm_stage_analysis,
|
|
buffer_size_in_bytes,
|
|
buffer,
|
|
p_error));
|
|
CHECK_HIP_ERROR(rocsparse_hipFree(buffer));
|
|
}
|
|
|
|
if(arg.unit_check)
|
|
{
|
|
// CPU gold check: host_cscsm wraps host_csrsm, handling the CSC->CSR
|
|
// mapping (transpose operation on A, flipped fill mode and, for the
|
|
// conjugate transpose, the value conjugation) internally. The operation
|
|
// on the right-hand side (trans_C) is passed through unchanged.
|
|
J analysis_pivot = -1;
|
|
J solve_pivot = -1;
|
|
host_cscsm<I, J, T>(M,
|
|
K,
|
|
nnz_A,
|
|
trans_A,
|
|
trans_C,
|
|
halpha[0],
|
|
hcsc_col_ptr.data(),
|
|
hcsc_row_ind.data(),
|
|
hcsc_val.data(),
|
|
hC,
|
|
ldc,
|
|
order_C,
|
|
diag,
|
|
uplo,
|
|
base,
|
|
&analysis_pivot,
|
|
&solve_pivot);
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
halpha,
|
|
sizeof(const T*),
|
|
p_error));
|
|
|
|
size_t buffer_size_in_bytes;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_buffer_size(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
B,
|
|
C,
|
|
rocsparse_sptrsm_stage_compute,
|
|
&buffer_size_in_bytes,
|
|
p_error));
|
|
|
|
void* buffer;
|
|
CHECK_HIP_ERROR(rocsparse_hipMalloc(&buffer, buffer_size_in_bytes));
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
B,
|
|
C,
|
|
rocsparse_sptrsm_stage_compute,
|
|
buffer_size_in_bytes,
|
|
buffer,
|
|
p_error));
|
|
CHECK_HIP_ERROR(hipDeviceSynchronize());
|
|
|
|
if(ROCSPARSE_REPRODUCIBILITY)
|
|
{
|
|
rocsparse_reproducibility::save("dC_host", dC);
|
|
}
|
|
|
|
if(analysis_pivot == -1 && solve_pivot == -1)
|
|
{
|
|
hC.near_check(dC);
|
|
}
|
|
|
|
//
|
|
// Reset.
|
|
//
|
|
CHECK_HIP_ERROR(hipMemset(dC, 0, sizeof(T) * nrowC * ncolC));
|
|
|
|
// Solve on device
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
dalpha,
|
|
sizeof(const T*),
|
|
p_error));
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
B,
|
|
C,
|
|
rocsparse_sptrsm_stage_compute,
|
|
buffer_size_in_bytes,
|
|
buffer,
|
|
p_error));
|
|
CHECK_HIP_ERROR(hipDeviceSynchronize());
|
|
|
|
if(ROCSPARSE_REPRODUCIBILITY)
|
|
{
|
|
rocsparse_reproducibility::save("dC_device", dC);
|
|
}
|
|
|
|
if(analysis_pivot == -1 && solve_pivot == -1)
|
|
{
|
|
hC.near_check(dC);
|
|
}
|
|
CHECK_HIP_ERROR(rocsparse_hipFree(buffer));
|
|
}
|
|
|
|
if(arg.timing)
|
|
{
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_set_input(handle,
|
|
sptrsm_descr,
|
|
rocsparse_sptrsm_input_scalar_alpha,
|
|
halpha,
|
|
sizeof(const T*),
|
|
p_error));
|
|
|
|
size_t buffer_size_in_bytes;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_sptrsm_buffer_size(handle,
|
|
sptrsm_descr,
|
|
A,
|
|
B,
|
|
C,
|
|
rocsparse_sptrsm_stage_compute,
|
|
&buffer_size_in_bytes,
|
|
p_error));
|
|
|
|
void* buffer;
|
|
CHECK_HIP_ERROR(rocsparse_hipMalloc(&buffer, buffer_size_in_bytes));
|
|
|
|
const double gpu_time_used
|
|
= rocsparse_clients::run_benchmark(arg,
|
|
rocsparse_sptrsm,
|
|
handle,
|
|
sptrsm_descr,
|
|
A,
|
|
B,
|
|
C,
|
|
rocsparse_sptrsm_stage_compute,
|
|
buffer_size_in_bytes,
|
|
buffer,
|
|
p_error);
|
|
|
|
CHECK_HIP_ERROR(rocsparse_hipFree(buffer));
|
|
|
|
const double gflop_count = spsv_gflop_count(M, nnz_A, diag) * K;
|
|
const double gpu_gflops = get_gpu_gflops(gpu_time_used, gflop_count);
|
|
|
|
const double gbyte_count = csrsv_gbyte_count<T>(M, nnz_A) * K;
|
|
const double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
|
|
|
|
display_timing_info(display_key_t::M,
|
|
M,
|
|
display_key_t::nnz_A,
|
|
nnz_A,
|
|
display_key_t::nrhs,
|
|
K,
|
|
display_key_t::alpha,
|
|
halpha,
|
|
display_key_t::algorithm,
|
|
rocsparse_spsmalg2string(alg),
|
|
display_key_t::gflops,
|
|
gpu_gflops,
|
|
display_key_t::bandwidth,
|
|
gpu_gbyte,
|
|
display_key_t::time_ms,
|
|
get_gpu_time_msec(gpu_time_used));
|
|
}
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_destroy_sptrsm_descr(sptrsm_descr));
|
|
}
|
|
|
|
#define INSTANTIATE(ITYPE, JTYPE, TTYPE) \
|
|
template void testing_sptrsm_csc_bad_arg<ITYPE, JTYPE, TTYPE>(const Arguments& arg); \
|
|
template void testing_sptrsm_csc<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_sptrsm_csc_extra(const Arguments& arg) {}
|