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
520 lines
24 KiB
C++
520 lines
24 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 "testing.hpp"
|
|
|
|
#include <tuple>
|
|
|
|
template <typename I, typename J, typename A, typename B, typename C, typename T>
|
|
void testing_spmm_batched_csr_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 m = safe_size;
|
|
J n = safe_size;
|
|
J k = safe_size;
|
|
I nnz = safe_size;
|
|
void* csr_val = (void*)0x4;
|
|
void* csr_row_ptr = (void*)0x4;
|
|
void* csr_col_ind = (void*)0x4;
|
|
void* dense_B = (void*)0x4;
|
|
void* dense_C = (void*)0x4;
|
|
size_t* buffer_size = (size_t*)0x4;
|
|
void* temp_buffer = (void*)0x4;
|
|
rocsparse_operation trans_A = rocsparse_operation_none;
|
|
rocsparse_operation trans_B = rocsparse_operation_none;
|
|
rocsparse_index_base base = rocsparse_index_base_zero;
|
|
rocsparse_order order_B = rocsparse_order_column;
|
|
rocsparse_order order_C = rocsparse_order_column;
|
|
rocsparse_spmm_alg alg = rocsparse_spmm_alg_default;
|
|
rocsparse_spmm_stage stage = rocsparse_spmm_stage_compute;
|
|
|
|
rocsparse_indextype itype = get_indextype<I>();
|
|
rocsparse_indextype jtype = get_indextype<J>();
|
|
rocsparse_datatype atype = get_datatype<A>();
|
|
rocsparse_datatype btype = get_datatype<B>();
|
|
rocsparse_datatype ctype = get_datatype<C>();
|
|
rocsparse_datatype ttype = get_datatype<T>();
|
|
|
|
T alpha = static_cast<T>(1.0);
|
|
T beta = static_cast<T>(0.0);
|
|
|
|
// SpMM structures
|
|
rocsparse_local_spmat local_mat_A(
|
|
m, k, nnz, csr_row_ptr, csr_col_ind, csr_val, itype, jtype, base, atype);
|
|
rocsparse_local_dnmat local_mat_B(k, n, k, dense_B, btype, order_B);
|
|
rocsparse_local_dnmat local_mat_C(m, n, m, dense_C, ctype, order_C);
|
|
|
|
rocsparse_spmat_descr mat_A = local_mat_A;
|
|
rocsparse_dnmat_descr mat_B = local_mat_B;
|
|
rocsparse_dnmat_descr mat_C = local_mat_C;
|
|
|
|
#define PARAMS \
|
|
handle, trans_A, trans_B, &alpha, mat_A, mat_B, &beta, mat_C, ttype, alg, stage, buffer_size, \
|
|
temp_buffer
|
|
|
|
rocsparse_int batch_count_A;
|
|
rocsparse_int batch_count_B;
|
|
rocsparse_int batch_count_C;
|
|
int64_t offsets_batch_stride_A;
|
|
int64_t columns_values_batch_stride_A;
|
|
int64_t batch_stride_B;
|
|
int64_t batch_stride_C;
|
|
|
|
// C_i = A * B_i
|
|
batch_count_A = 1;
|
|
batch_count_B = 10;
|
|
batch_count_C = 5;
|
|
offsets_batch_stride_A = 0;
|
|
columns_values_batch_stride_A = 0;
|
|
batch_stride_B = k * n;
|
|
batch_stride_C = m * n;
|
|
EXPECT_ROCSPARSE_STATUS(
|
|
rocsparse_csr_set_strided_batch(
|
|
mat_A, batch_count_A, offsets_batch_stride_A, columns_values_batch_stride_A),
|
|
rocsparse_status_success);
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_dnmat_set_strided_batch(mat_B, batch_count_B, batch_stride_B),
|
|
rocsparse_status_success);
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_dnmat_set_strided_batch(mat_C, batch_count_C, batch_stride_C),
|
|
rocsparse_status_success);
|
|
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spmm(PARAMS), rocsparse_status_invalid_value);
|
|
|
|
// C_i = A_i * B
|
|
batch_count_A = 10;
|
|
batch_count_B = 1;
|
|
batch_count_C = 5;
|
|
offsets_batch_stride_A = (m + 1);
|
|
columns_values_batch_stride_A = nnz;
|
|
batch_stride_B = 0;
|
|
batch_stride_C = m * n;
|
|
EXPECT_ROCSPARSE_STATUS(
|
|
rocsparse_csr_set_strided_batch(
|
|
mat_A, batch_count_A, offsets_batch_stride_A, columns_values_batch_stride_A),
|
|
rocsparse_status_success);
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_dnmat_set_strided_batch(mat_B, batch_count_B, batch_stride_B),
|
|
rocsparse_status_success);
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_dnmat_set_strided_batch(mat_C, batch_count_C, batch_stride_C),
|
|
rocsparse_status_success);
|
|
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spmm(PARAMS), rocsparse_status_invalid_value);
|
|
|
|
// C_i = A_i * B_i
|
|
batch_count_A = 10;
|
|
batch_count_B = 10;
|
|
batch_count_C = 5;
|
|
offsets_batch_stride_A = (m + 1);
|
|
columns_values_batch_stride_A = nnz;
|
|
batch_stride_B = k * n;
|
|
batch_stride_C = m * n;
|
|
EXPECT_ROCSPARSE_STATUS(
|
|
rocsparse_csr_set_strided_batch(
|
|
mat_A, batch_count_A, offsets_batch_stride_A, columns_values_batch_stride_A),
|
|
rocsparse_status_success);
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_dnmat_set_strided_batch(mat_B, batch_count_B, batch_stride_B),
|
|
rocsparse_status_success);
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_dnmat_set_strided_batch(mat_C, batch_count_C, batch_stride_C),
|
|
rocsparse_status_success);
|
|
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_spmm(PARAMS), rocsparse_status_invalid_value);
|
|
#undef PARAMS
|
|
}
|
|
|
|
template <typename I, typename J, typename A, typename B, typename C, typename T>
|
|
void testing_spmm_batched_csr(const Arguments& arg)
|
|
{
|
|
J M = arg.M;
|
|
J N = arg.N;
|
|
J K = arg.K;
|
|
rocsparse_operation trans_A = arg.transA;
|
|
rocsparse_operation trans_B = arg.transB;
|
|
rocsparse_index_base base = arg.baseA;
|
|
rocsparse_spmm_alg alg = arg.spmm_alg;
|
|
rocsparse_order order_B = arg.orderB;
|
|
rocsparse_order order_C = arg.orderC;
|
|
rocsparse_int ld_multiplier_B = arg.ld_multiplier_B;
|
|
rocsparse_int ld_multiplier_C = arg.ld_multiplier_C;
|
|
|
|
J batch_count_A = arg.batch_count_A;
|
|
J batch_count_B = arg.batch_count_B;
|
|
J batch_count_C = arg.batch_count_C;
|
|
|
|
T halpha = arg.get_alpha<T>();
|
|
T hbeta = arg.get_beta<T>();
|
|
|
|
// Index and data type
|
|
rocsparse_indextype itype = get_indextype<I>();
|
|
rocsparse_indextype jtype = get_indextype<J>();
|
|
rocsparse_datatype atype = get_datatype<A>();
|
|
rocsparse_datatype btype = get_datatype<B>();
|
|
rocsparse_datatype ctype = get_datatype<C>();
|
|
rocsparse_datatype ttype = get_datatype<T>();
|
|
|
|
// Create rocsparse handle
|
|
rocsparse_local_handle handle(arg);
|
|
|
|
bool Ci_A_Bi = (batch_count_A == 1 && batch_count_B == batch_count_C);
|
|
bool Ci_Ai_B = (batch_count_B == 1 && batch_count_A == batch_count_C);
|
|
bool Ci_Ai_Bi = (batch_count_A == batch_count_C && batch_count_A == batch_count_B);
|
|
|
|
if(!Ci_A_Bi && !Ci_Ai_B && !Ci_Ai_Bi)
|
|
{
|
|
return;
|
|
}
|
|
|
|
// Allocate host memory for matrix
|
|
rocsparse_matrix_factory<A, I, J> matrix_factory(arg);
|
|
|
|
// Generate single batch of A matrix
|
|
host_vector<I> hcsr_row_ptr_temp;
|
|
host_vector<J> hcsr_col_ind_temp;
|
|
host_vector<A> hcsr_val_temp;
|
|
|
|
I nnz_A;
|
|
matrix_factory.init_csr(hcsr_row_ptr_temp,
|
|
hcsr_col_ind_temp,
|
|
hcsr_val_temp,
|
|
(trans_A == rocsparse_operation_none) ? M : K,
|
|
(trans_A == rocsparse_operation_none) ? K : M,
|
|
nnz_A,
|
|
base);
|
|
|
|
// Redefine values
|
|
rocsparse_init_1d_array<A>(
|
|
hcsr_val_temp, nnz_A, arg.convert_to_int, arg.rand_gen_min, arg.rand_gen_max);
|
|
|
|
// Some matrix properties
|
|
J A_m = (trans_A == rocsparse_operation_none) ? M : K;
|
|
J A_n = (trans_A == rocsparse_operation_none) ? K : M;
|
|
J B_m = (trans_B == rocsparse_operation_none) ? K : N;
|
|
J B_n = (trans_B == rocsparse_operation_none) ? N : K;
|
|
J C_m = M;
|
|
J C_n = N;
|
|
|
|
int64_t ldb = (order_B == rocsparse_order_column)
|
|
? ((trans_B == rocsparse_operation_none) ? (int64_t(ld_multiplier_B) * K)
|
|
: (int64_t(ld_multiplier_B) * N))
|
|
: ((trans_B == rocsparse_operation_none) ? (int64_t(ld_multiplier_B) * N)
|
|
: (int64_t(ld_multiplier_B) * K));
|
|
int64_t ldc = (order_C == rocsparse_order_column) ? (int64_t(ld_multiplier_C) * M)
|
|
: (int64_t(ld_multiplier_C) * N);
|
|
|
|
int64_t nrowB = (order_B == rocsparse_order_column) ? ldb : B_m;
|
|
int64_t ncolB = (order_B == rocsparse_order_column) ? B_n : ldb;
|
|
int64_t nrowC = (order_C == rocsparse_order_column) ? ldc : C_m;
|
|
int64_t ncolC = (order_C == rocsparse_order_column) ? C_n : ldc;
|
|
|
|
int64_t nnz_B = nrowB * ncolB;
|
|
int64_t nnz_C = nrowC * ncolC;
|
|
|
|
int64_t offsets_batch_stride_A = (batch_count_A > 1) ? (A_m + 1) : 0;
|
|
int64_t columns_values_batch_stride_A = (batch_count_A > 1) ? nnz_A : 0;
|
|
int64_t batch_stride_B = (batch_count_B > 1) ? nnz_B : 0;
|
|
int64_t batch_stride_C = (batch_count_C > 1) ? nnz_C : 0;
|
|
|
|
// Allocate host memory for all batches of A matrix
|
|
host_vector<I> hcsr_row_ptr(batch_count_A * (A_m + 1));
|
|
host_vector<J> hcsr_col_ind(batch_count_A * nnz_A);
|
|
host_vector<A> hcsr_val(batch_count_A * nnz_A);
|
|
|
|
for(J i = 0; i < batch_count_A; i++)
|
|
{
|
|
for(size_t j = 0; j < (A_m + 1); j++)
|
|
{
|
|
hcsr_row_ptr[(A_m + 1) * i + j] = hcsr_row_ptr_temp[j];
|
|
}
|
|
|
|
for(size_t j = 0; j < nnz_A; j++)
|
|
{
|
|
hcsr_col_ind[nnz_A * i + j] = hcsr_col_ind_temp[j];
|
|
hcsr_val[nnz_A * i + j] = hcsr_val_temp[j];
|
|
}
|
|
}
|
|
|
|
// Allocate host memory for vectors
|
|
host_vector<B> hB(batch_count_B * nnz_B);
|
|
host_vector<C> hC_1(batch_count_C * nnz_C);
|
|
host_vector<C> hC_2(batch_count_C * nnz_C);
|
|
host_vector<C> hC_gold(batch_count_C * nnz_C);
|
|
|
|
// Initialize data on CPU
|
|
rocsparse_init_1d_array<B>(
|
|
hB, batch_count_B * nnz_B, arg.convert_to_int, arg.rand_gen_min, arg.rand_gen_max);
|
|
rocsparse_init_1d_array<C>(
|
|
hC_1, batch_count_C * nnz_C, arg.convert_to_int, arg.rand_gen_min, arg.rand_gen_max);
|
|
|
|
hC_2 = hC_1;
|
|
hC_gold = hC_1;
|
|
|
|
// Allocate device memory
|
|
device_vector<I> dcsr_row_ptr(hcsr_row_ptr);
|
|
device_vector<J> dcsr_col_ind(hcsr_col_ind);
|
|
device_vector<A> dcsr_val(hcsr_val);
|
|
device_vector<B> dB(hB);
|
|
device_vector<C> dC_1(hC_1);
|
|
device_vector<C> dC_2(hC_2);
|
|
device_vector<T> dalpha(1);
|
|
device_vector<T> dbeta(1);
|
|
|
|
CHECK_HIP_ERROR(hipMemcpy(dalpha, &halpha, sizeof(T), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dbeta, &hbeta, sizeof(T), hipMemcpyHostToDevice));
|
|
|
|
// Create descriptors
|
|
rocsparse_local_spmat mat_A(
|
|
A_m, A_n, nnz_A, dcsr_row_ptr, dcsr_col_ind, dcsr_val, itype, jtype, base, atype);
|
|
|
|
ldb = std::max(int64_t(1), ldb);
|
|
ldc = std::max(int64_t(1), ldc);
|
|
|
|
rocsparse_local_dnmat mat_B(B_m, B_n, ldb, dB, btype, order_B);
|
|
rocsparse_local_dnmat mat_C1(C_m, C_n, ldc, dC_1, ctype, order_C);
|
|
rocsparse_local_dnmat mat_C2(C_m, C_n, ldc, dC_2, ctype, order_C);
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csr_set_strided_batch(
|
|
mat_A, batch_count_A, offsets_batch_stride_A, columns_values_batch_stride_A));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_dnmat_set_strided_batch(mat_B, batch_count_B, batch_stride_B));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_dnmat_set_strided_batch(mat_C1, batch_count_C, batch_stride_C));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_dnmat_set_strided_batch(mat_C2, batch_count_C, batch_stride_C));
|
|
|
|
// Query SpMM buffer
|
|
size_t buffer_size;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_spmm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
&halpha,
|
|
mat_A,
|
|
mat_B,
|
|
&hbeta,
|
|
mat_C1,
|
|
ttype,
|
|
alg,
|
|
rocsparse_spmm_stage_buffer_size,
|
|
&buffer_size,
|
|
nullptr));
|
|
|
|
// Allocate buffer
|
|
void* dbuffer;
|
|
CHECK_HIP_ERROR(rocsparse_hipMalloc(&dbuffer, buffer_size));
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_spmm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
&halpha,
|
|
mat_A,
|
|
mat_B,
|
|
&hbeta,
|
|
mat_C1,
|
|
ttype,
|
|
alg,
|
|
rocsparse_spmm_stage_preprocess,
|
|
&buffer_size,
|
|
dbuffer));
|
|
|
|
if(arg.unit_check)
|
|
{
|
|
// Pointer mode host
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
CHECK_ROCSPARSE_ERROR(testing::rocsparse_spmm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
&halpha,
|
|
mat_A,
|
|
mat_B,
|
|
&hbeta,
|
|
mat_C1,
|
|
ttype,
|
|
alg,
|
|
rocsparse_spmm_stage_compute,
|
|
&buffer_size,
|
|
dbuffer));
|
|
|
|
// Pointer mode device
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
|
|
CHECK_ROCSPARSE_ERROR(testing::rocsparse_spmm(handle,
|
|
trans_A,
|
|
trans_B,
|
|
dalpha,
|
|
mat_A,
|
|
mat_B,
|
|
dbeta,
|
|
mat_C2,
|
|
ttype,
|
|
alg,
|
|
rocsparse_spmm_stage_compute,
|
|
&buffer_size,
|
|
dbuffer));
|
|
|
|
// Copy output to host
|
|
hC_1.transfer_from(dC_1);
|
|
hC_2.transfer_from(dC_2);
|
|
|
|
// CPU csrmm_batched
|
|
host_csrmm_batched<T, I, J, A, B, C>(A_m,
|
|
N,
|
|
A_n,
|
|
batch_count_A,
|
|
offsets_batch_stride_A,
|
|
columns_values_batch_stride_A,
|
|
trans_A,
|
|
trans_B,
|
|
halpha,
|
|
hcsr_row_ptr,
|
|
hcsr_col_ind,
|
|
hcsr_val,
|
|
hB,
|
|
ldb,
|
|
batch_count_B,
|
|
batch_stride_B,
|
|
order_B,
|
|
hbeta,
|
|
hC_gold,
|
|
ldc,
|
|
batch_count_C,
|
|
batch_stride_C,
|
|
order_C,
|
|
base,
|
|
false);
|
|
|
|
hC_gold.near_check(hC_1);
|
|
hC_gold.near_check(hC_2);
|
|
}
|
|
|
|
if(arg.timing)
|
|
{
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
|
|
const double gpu_time_used = rocsparse_clients::run_benchmark(arg,
|
|
rocsparse_spmm,
|
|
handle,
|
|
trans_A,
|
|
trans_B,
|
|
&halpha,
|
|
mat_A,
|
|
mat_B,
|
|
&hbeta,
|
|
mat_C1,
|
|
ttype,
|
|
alg,
|
|
rocsparse_spmm_stage_compute,
|
|
&buffer_size,
|
|
dbuffer);
|
|
|
|
double gflop_count
|
|
= batch_count_C
|
|
* spmm_gflop_count(N, nnz_A, (I)C_m * (I)C_n, hbeta != static_cast<T>(0));
|
|
double gpu_gflops = get_gpu_gflops(gpu_time_used, gflop_count);
|
|
|
|
double gbyte_count = csrmm_batched_gbyte_count<A, B, C>(A_m,
|
|
nnz_A,
|
|
(I)B_m * (I)B_n,
|
|
(I)C_m * (I)C_n,
|
|
batch_count_A,
|
|
batch_count_B,
|
|
batch_count_C,
|
|
hbeta != static_cast<T>(0));
|
|
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::K,
|
|
K,
|
|
display_key_t::nnz_A,
|
|
nnz_A,
|
|
display_key_t::batch_count_A,
|
|
batch_count_A,
|
|
display_key_t::batch_count_B,
|
|
batch_count_B,
|
|
display_key_t::batch_count_C,
|
|
batch_count_C,
|
|
display_key_t::alpha,
|
|
halpha,
|
|
display_key_t::beta,
|
|
hbeta,
|
|
display_key_t::algorithm,
|
|
rocsparse_spmmalg2string(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_HIP_ERROR(rocsparse_hipFree(dbuffer));
|
|
}
|
|
|
|
#define INSTANTIATE(ITYPE, JTYPE, TTYPE) \
|
|
template void testing_spmm_batched_csr_bad_arg<ITYPE, JTYPE, TTYPE, TTYPE, TTYPE, TTYPE>( \
|
|
const Arguments& arg); \
|
|
template void testing_spmm_batched_csr<ITYPE, JTYPE, TTYPE, TTYPE, TTYPE, TTYPE>( \
|
|
const Arguments& arg)
|
|
#define INSTANTIATE_MIXED(ITYPE, JTYPE, ATYPE, XTYPE, YTYPE, TTYPE) \
|
|
template void testing_spmm_batched_csr_bad_arg<ITYPE, JTYPE, ATYPE, XTYPE, YTYPE, TTYPE>( \
|
|
const Arguments& arg); \
|
|
template void testing_spmm_batched_csr<ITYPE, JTYPE, ATYPE, XTYPE, YTYPE, 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);
|
|
|
|
INSTANTIATE_MIXED(int32_t, int32_t, int8_t, int8_t, int32_t, int32_t);
|
|
INSTANTIATE_MIXED(int64_t, int32_t, int8_t, int8_t, int32_t, int32_t);
|
|
INSTANTIATE_MIXED(int64_t, int64_t, int8_t, int8_t, int32_t, int32_t);
|
|
INSTANTIATE_MIXED(int32_t, int32_t, int8_t, int8_t, float, float);
|
|
INSTANTIATE_MIXED(int64_t, int32_t, int8_t, int8_t, float, float);
|
|
INSTANTIATE_MIXED(int64_t, int64_t, int8_t, int8_t, float, float);
|
|
INSTANTIATE_MIXED(int32_t, int32_t, _Float16, _Float16, float, float);
|
|
INSTANTIATE_MIXED(int64_t, int32_t, _Float16, _Float16, float, float);
|
|
INSTANTIATE_MIXED(int64_t, int64_t, _Float16, _Float16, float, float);
|
|
INSTANTIATE_MIXED(int32_t, int32_t, rocsparse_bfloat16, rocsparse_bfloat16, float, float);
|
|
INSTANTIATE_MIXED(int64_t, int32_t, rocsparse_bfloat16, rocsparse_bfloat16, float, float);
|
|
INSTANTIATE_MIXED(int64_t, int64_t, rocsparse_bfloat16, rocsparse_bfloat16, float, float);
|
|
INSTANTIATE_MIXED(int32_t, int32_t, _Float16, _Float16, _Float16, float);
|
|
INSTANTIATE_MIXED(int64_t, int32_t, _Float16, _Float16, _Float16, float);
|
|
INSTANTIATE_MIXED(int64_t, int64_t, _Float16, _Float16, _Float16, float);
|
|
INSTANTIATE_MIXED(
|
|
int32_t, int32_t, rocsparse_bfloat16, rocsparse_bfloat16, rocsparse_bfloat16, float);
|
|
INSTANTIATE_MIXED(
|
|
int64_t, int32_t, rocsparse_bfloat16, rocsparse_bfloat16, rocsparse_bfloat16, float);
|
|
INSTANTIATE_MIXED(
|
|
int64_t, int64_t, rocsparse_bfloat16, rocsparse_bfloat16, rocsparse_bfloat16, float);
|
|
|
|
void testing_spmm_batched_csr_extra(const Arguments& arg) {}
|