1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
|
/* ************************************************************************
* Copyright (C) 2021 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_sddmm_csr.hpp"
#include <hipsparse.h>
struct alpha_beta
{
double alpha;
double beta;
};
typedef std::tuple<int,
int,
int,
alpha_beta,
hipsparseOperation_t,
hipsparseOperation_t,
hipsparseOrder_t,
hipsparseOrder_t,
hipsparseIndexBase_t,
hipsparseSDDMMAlg_t>
sddmm_csr_tuple;
typedef std::tuple<int,
alpha_beta,
hipsparseOperation_t,
hipsparseOperation_t,
hipsparseOrder_t,
hipsparseOrder_t,
hipsparseIndexBase_t,
hipsparseSDDMMAlg_t,
std::string>
sddmm_csr_bin_tuple;
int sddmm_csr_M_range[] = {50};
int sddmm_csr_N_range[] = {84};
int sddmm_csr_K_range[] = {5};
alpha_beta sddmm_csr_alpha_beta_range[] = {{2.0, 1.0}};
hipsparseOperation_t sddmm_csr_transA_range[]
= {HIPSPARSE_OPERATION_NON_TRANSPOSE, HIPSPARSE_OPERATION_TRANSPOSE};
hipsparseOperation_t sddmm_csr_transB_range[]
= {HIPSPARSE_OPERATION_NON_TRANSPOSE, HIPSPARSE_OPERATION_TRANSPOSE};
hipsparseOrder_t sddmm_csr_orderA_range[] = {HIPSPARSE_ORDER_COL, HIPSPARSE_ORDER_ROW};
hipsparseOrder_t sddmm_csr_orderB_range[] = {HIPSPARSE_ORDER_COL, HIPSPARSE_ORDER_ROW};
hipsparseIndexBase_t sddmm_csr_idxbase_range[]
= {HIPSPARSE_INDEX_BASE_ZERO, HIPSPARSE_INDEX_BASE_ONE};
hipsparseSDDMMAlg_t sddmm_csr_alg_range[] = {HIPSPARSE_SDDMM_ALG_DEFAULT};
std::string sddmm_csr_bin[] = {"nos2.bin", "nos4.bin", "nos6.bin", "Chebyshev4.bin"};
class parameterized_sddmm_csr : public testing::TestWithParam<sddmm_csr_tuple>
{
protected:
parameterized_sddmm_csr() {}
virtual ~parameterized_sddmm_csr() {}
virtual void SetUp() {}
virtual void TearDown() {}
};
class parameterized_sddmm_csr_bin : public testing::TestWithParam<sddmm_csr_bin_tuple>
{
protected:
parameterized_sddmm_csr_bin() {}
virtual ~parameterized_sddmm_csr_bin() {}
virtual void SetUp() {}
virtual void TearDown() {}
};
Arguments setup_sddmm_csr_arguments(sddmm_csr_tuple tup)
{
Arguments arg;
arg.M = std::get<0>(tup);
arg.N = std::get<1>(tup);
arg.K = std::get<2>(tup);
arg.alpha = std::get<3>(tup).alpha;
arg.beta = std::get<3>(tup).beta;
arg.transA = std::get<4>(tup);
arg.transB = std::get<5>(tup);
arg.orderA = std::get<6>(tup);
arg.orderB = std::get<7>(tup);
arg.baseA = std::get<8>(tup);
arg.sddmm_alg = std::get<9>(tup);
arg.timing = 0;
return arg;
}
Arguments setup_sddmm_csr_arguments(sddmm_csr_bin_tuple tup)
{
Arguments arg;
arg.M = -99;
arg.N = -99;
arg.K = std::get<0>(tup);
arg.alpha = std::get<1>(tup).alpha;
arg.beta = std::get<1>(tup).beta;
arg.transA = std::get<2>(tup);
arg.transB = std::get<3>(tup);
arg.orderA = std::get<4>(tup);
arg.orderB = std::get<5>(tup);
arg.baseA = std::get<6>(tup);
arg.sddmm_alg = std::get<7>(tup);
arg.timing = 0;
// Determine absolute path of test matrix
std::string bin_file = std::get<8>(tup);
// Matrices are stored at the same path in matrices directory
arg.filename = get_filename(bin_file);
return arg;
}
// csr format not supported in cusparse
#if(!defined(CUDART_VERSION))
TEST(sddmm_csr_bad_arg, sddmm_csr_float)
{
testing_sddmm_csr_bad_arg();
}
TEST_P(parameterized_sddmm_csr, sddmm_csr_i32_float)
{
Arguments arg = setup_sddmm_csr_arguments(GetParam());
SKIP_IF_DEBIANNOTFOUND(arg);
hipsparseStatus_t status = testing_sddmm_csr<int32_t, int32_t, float>(arg);
EXPECT_EQ(status, HIPSPARSE_STATUS_SUCCESS);
}
TEST_P(parameterized_sddmm_csr, sddmm_csr_i64_double)
{
Arguments arg = setup_sddmm_csr_arguments(GetParam());
SKIP_IF_DEBIANNOTFOUND(arg);
hipsparseStatus_t status = testing_sddmm_csr<int64_t, int64_t, double>(arg);
EXPECT_EQ(status, HIPSPARSE_STATUS_SUCCESS);
}
TEST_P(parameterized_sddmm_csr, sddmm_csr_i32_float_complex)
{
Arguments arg = setup_sddmm_csr_arguments(GetParam());
SKIP_IF_DEBIANNOTFOUND(arg);
hipsparseStatus_t status = testing_sddmm_csr<int32_t, int32_t, hipComplex>(arg);
EXPECT_EQ(status, HIPSPARSE_STATUS_SUCCESS);
}
TEST_P(parameterized_sddmm_csr, sddmm_csr_i64_double_complex)
{
Arguments arg = setup_sddmm_csr_arguments(GetParam());
SKIP_IF_DEBIANNOTFOUND(arg);
hipsparseStatus_t status = testing_sddmm_csr<int64_t, int64_t, hipDoubleComplex>(arg);
EXPECT_EQ(status, HIPSPARSE_STATUS_SUCCESS);
}
TEST_P(parameterized_sddmm_csr_bin, sddmm_csr_bin_i32_float)
{
Arguments arg = setup_sddmm_csr_arguments(GetParam());
SKIP_IF_DEBIANNOTFOUND(arg);
hipsparseStatus_t status = testing_sddmm_csr<int32_t, int32_t, float>(arg);
EXPECT_EQ(status, HIPSPARSE_STATUS_SUCCESS);
}
TEST_P(parameterized_sddmm_csr_bin, sddmm_csr_bin_i64_double)
{
Arguments arg = setup_sddmm_csr_arguments(GetParam());
SKIP_IF_DEBIANNOTFOUND(arg);
hipsparseStatus_t status = testing_sddmm_csr<int64_t, int64_t, double>(arg);
EXPECT_EQ(status, HIPSPARSE_STATUS_SUCCESS);
}
INSTANTIATE_TEST_SUITE_P(sddmm_csr,
parameterized_sddmm_csr,
testing::Combine(testing::ValuesIn(sddmm_csr_M_range),
testing::ValuesIn(sddmm_csr_N_range),
testing::ValuesIn(sddmm_csr_K_range),
testing::ValuesIn(sddmm_csr_alpha_beta_range),
testing::ValuesIn(sddmm_csr_transA_range),
testing::ValuesIn(sddmm_csr_transB_range),
testing::ValuesIn(sddmm_csr_orderA_range),
testing::ValuesIn(sddmm_csr_orderB_range),
testing::ValuesIn(sddmm_csr_idxbase_range),
testing::ValuesIn(sddmm_csr_alg_range)));
INSTANTIATE_TEST_SUITE_P(sddmm_csr_bin,
parameterized_sddmm_csr_bin,
testing::Combine(testing::ValuesIn(sddmm_csr_K_range),
testing::ValuesIn(sddmm_csr_alpha_beta_range),
testing::ValuesIn(sddmm_csr_transA_range),
testing::ValuesIn(sddmm_csr_transB_range),
testing::ValuesIn(sddmm_csr_orderA_range),
testing::ValuesIn(sddmm_csr_orderB_range),
testing::ValuesIn(sddmm_csr_idxbase_range),
testing::ValuesIn(sddmm_csr_alg_range),
testing::ValuesIn(sddmm_csr_bin)));
#endif
|
