-
Notifications
You must be signed in to change notification settings - Fork 185
Expand file tree
/
Copy pathdal.cpp
More file actions
146 lines (135 loc) · 4.95 KB
/
dal.cpp
File metadata and controls
146 lines (135 loc) · 4.95 KB
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
/*******************************************************************************
* Copyright 2023 Intel Corporation
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*******************************************************************************/
#include "onedal/common.hpp"
#include "onedal/version.hpp"
namespace py = pybind11;
namespace oneapi::dal::python {
/* common */
#ifdef ONEDAL_DATA_PARALLEL_SPMD
ONEDAL_PY_INIT_MODULE(policy);
/* algorithms */
ONEDAL_PY_INIT_MODULE(covariance);
ONEDAL_PY_INIT_MODULE(dbscan);
ONEDAL_PY_INIT_MODULE(ensemble);
ONEDAL_PY_INIT_MODULE(decomposition);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
ONEDAL_PY_INIT_MODULE(basic_statistics);
ONEDAL_PY_INIT_MODULE(linear_model);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
ONEDAL_PY_INIT_MODULE(kmeans_init);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
ONEDAL_PY_INIT_MODULE(kmeans);
ONEDAL_PY_INIT_MODULE(kmeans_common);
ONEDAL_PY_INIT_MODULE(neighbors);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
ONEDAL_PY_INIT_MODULE(logistic_regression);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
#else // ONEDAL_DATA_PARALLEL_SPMD
ONEDAL_PY_INIT_MODULE(sycl);
ONEDAL_PY_INIT_MODULE(policy);
/* datatypes*/
ONEDAL_PY_INIT_MODULE(table);
/* primitives */
ONEDAL_PY_INIT_MODULE(get_tree);
ONEDAL_PY_INIT_MODULE(linear_kernel);
ONEDAL_PY_INIT_MODULE(rbf_kernel);
ONEDAL_PY_INIT_MODULE(polynomial_kernel);
ONEDAL_PY_INIT_MODULE(sigmoid_kernel);
/* algorithms */
ONEDAL_PY_INIT_MODULE(covariance);
ONEDAL_PY_INIT_MODULE(dbscan);
ONEDAL_PY_INIT_MODULE(ensemble);
ONEDAL_PY_INIT_MODULE(decomposition);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
ONEDAL_PY_INIT_MODULE(basic_statistics);
ONEDAL_PY_INIT_MODULE(linear_model);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
ONEDAL_PY_INIT_MODULE(kmeans_init);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
ONEDAL_PY_INIT_MODULE(kmeans);
ONEDAL_PY_INIT_MODULE(kmeans_common);
ONEDAL_PY_INIT_MODULE(neighbors);
ONEDAL_PY_INIT_MODULE(svm);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
ONEDAL_PY_INIT_MODULE(logistic_regression);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240700
ONEDAL_PY_INIT_MODULE(finiteness_checker);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240700
ONEDAL_PY_INIT_MODULE(dummy);
#endif // ONEDAL_DATA_PARALLEL_SPMD
#ifdef ONEDAL_DATA_PARALLEL_SPMD
PYBIND11_MODULE(_onedal_py_spmd_dpc, m) {
init_policy(m);
init_covariance(m);
init_dbscan(m);
init_decomposition(m);
init_ensemble(m);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
init_basic_statistics(m);
init_linear_model(m);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
init_kmeans_init(m);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
init_kmeans(m);
init_kmeans_common(m);
init_neighbors(m);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
init_logistic_regression(m);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
}
#else
#ifdef ONEDAL_DATA_PARALLEL
PYBIND11_MODULE(_onedal_py_dpc, m) {
#else
PYBIND11_MODULE(_onedal_py_host, m) {
#endif
init_sycl(m);
init_policy(m);
init_table(m);
init_linear_kernel(m);
init_rbf_kernel(m);
init_polynomial_kernel(m);
init_sigmoid_kernel(m);
init_get_tree(m);
init_covariance(m);
init_dbscan(m);
init_decomposition(m);
init_ensemble(m);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
init_basic_statistics(m);
init_linear_model(m);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230100
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
init_kmeans_init(m);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20230200
init_kmeans(m);
init_kmeans_common(m);
init_neighbors(m);
init_svm(m);
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
init_logistic_regression(m);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240001
#if defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240700
init_finiteness_checker(m);
#endif // defined(ONEDAL_VERSION) && ONEDAL_VERSION >= 20240700
init_dummy(m);
}
#endif // ONEDAL_DATA_PARALLEL_SPMD
} // namespace oneapi::dal::python