Skip to content

GitLab

Switch branch/tag
Find file Normal viewHistoryPermalink
node2vec_cpu.cc 1.38 KB
Newer Older
Quan (Andy) Gan's avatar
[Feature] Node2vec (#2992)  
Quan (Andy) Gan committed
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 
/*!
 *  Copyright (c) 2021 by Contributors
 * \file graph/sampling/node2vec_cpu.cc
 * \brief DGL sampler - CPU implementation of node2vec random walk with OpenMP
 */

#include <dgl/array.h>
#include <dgl/base_heterograph.h>
#include <utility>

#include "node2vec_randomwalk.h"

namespace dgl {

using namespace dgl::runtime;
using namespace dgl::aten;

namespace sampling {

namespace impl {

template <DLDeviceType XPU, typename IdxType>
std::pair<IdArray, IdArray> Node2vec(
    const HeteroGraphPtr hg, const IdArray seeds, const double p,
    const double q, const int64_t walk_length,
    const FloatArray &prob) {
  TerminatePredicate<IdxType> terminate = [](IdxType *data, dgl_id_t curr,
                                             int64_t len) { return false; };

  return Node2vecRandomWalk<XPU, IdxType>(hg, seeds, p, q, walk_length, prob,
                                          terminate);
}

template std::pair<IdArray, IdArray> Node2vec<kDLCPU, int32_t>(
    const HeteroGraphPtr hg,
    const IdArray seeds, const double p,
    const double q,
    const int64_t walk_length,
    const FloatArray &prob);
template std::pair<IdArray, IdArray> Node2vec<kDLCPU, int64_t>(
    const HeteroGraphPtr hg,
    const IdArray seeds, const double p,
    const double q,
    const int64_t walk_length,
    const FloatArray &prob);

};  // namespace impl

};  // namespace sampling

};  // namespace dgl