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
|
/*******************************************************
* Copyright (c) 2014, ArrayFire
* All rights reserved.
*
* This file is distributed under 3-clause BSD license.
* The complete license agreement can be obtained at:
* http://arrayfire.com/licenses/BSD-3-Clause
********************************************************/
#include <gtest/gtest.h>
#include <arrayfire.h>
#include <af/dim4.hpp>
#include <af/traits.hpp>
#include <string>
#include <vector>
#include <testHelpers.hpp>
using std::vector;
using std::string;
using af::cfloat;
using af::cdouble;
template<typename T>
class HammingMatcher8 : public ::testing::Test
{
public:
virtual void SetUp() {}
};
template<typename T>
class HammingMatcher32 : public ::testing::Test
{
public:
virtual void SetUp() {}
};
// create lists of types to be tested
typedef ::testing::Types<uchar, ushort> TestTypes8;
typedef ::testing::Types<uint, uintl> TestTypes32;
// register the type list
TYPED_TEST_CASE(HammingMatcher8, TestTypes8);
TYPED_TEST_CASE(HammingMatcher32, TestTypes32);
template<typename T>
void hammingMatcherTest(string pTestFile, int feat_dim)
{
using af::dim4;
vector<dim4> numDims;
vector<vector<uint> > in32;
vector<vector<uint> > tests;
readTests<uint, uint, uint>(pTestFile, numDims, in32, tests);
vector<vector<T> > in(in32.size());
for (size_t i = 0; i < in32[0].size(); i++)
in[0].push_back((T)in32[0][i]);
for (size_t i = 0; i < in32[1].size(); i++)
in[1].push_back((T)in32[1][i]);
dim4 qDims = numDims[0];
dim4 tDims = numDims[1];
af_array query = 0;
af_array train = 0;
af_array idx = 0;
af_array dist = 0;
ASSERT_EQ(AF_SUCCESS, af_create_array(&query, &(in[0].front()),
qDims.ndims(), qDims.get(), (af_dtype)af::dtype_traits<T>::af_type));
ASSERT_EQ(AF_SUCCESS, af_create_array(&train, &(in[1].front()),
tDims.ndims(), tDims.get(), (af_dtype)af::dtype_traits<T>::af_type));
ASSERT_EQ(AF_SUCCESS, af_hamming_matcher(&idx, &dist, query, train, feat_dim, 1));
vector<uint> goldIdx = tests[0];
vector<uint> goldDist = tests[1];
size_t nElems = goldIdx.size();
uint *outIdx = new uint[nElems];
uint *outDist = new uint[nElems];
ASSERT_EQ(AF_SUCCESS, af_get_data_ptr((void*)outIdx, idx));
ASSERT_EQ(AF_SUCCESS, af_get_data_ptr((void*)outDist, dist));
for (size_t elIter=0; elIter<nElems; ++elIter) {
ASSERT_EQ(goldDist[elIter], outDist[elIter])<< "at: " << elIter<< std::endl;
}
delete[] outIdx;
delete[] outDist;
ASSERT_EQ(AF_SUCCESS, af_release_array(query));
ASSERT_EQ(AF_SUCCESS, af_release_array(train));
ASSERT_EQ(AF_SUCCESS, af_release_array(idx));
ASSERT_EQ(AF_SUCCESS, af_release_array(dist));
}
TYPED_TEST(HammingMatcher8, Hamming_500_5000_Dim0)
{
hammingMatcherTest<TypeParam>(string(TEST_DIR"/hamming/hamming_500_5000_dim0_u8.test"), 0);
}
TYPED_TEST(HammingMatcher8, Hamming_500_5000_Dim1)
{
hammingMatcherTest<TypeParam>(string(TEST_DIR"/hamming/hamming_500_5000_dim1_u8.test"), 1);
}
TYPED_TEST(HammingMatcher32, Hamming_500_5000_Dim0)
{
hammingMatcherTest<TypeParam>(string(TEST_DIR"/hamming/hamming_500_5000_dim0_u32.test"), 0);
}
TYPED_TEST(HammingMatcher32, Hamming_500_5000_Dim1)
{
hammingMatcherTest<TypeParam>(string(TEST_DIR"/hamming/hamming_500_5000_dim1_u32.test"), 1);
}
///////////////////////////////////// CPP ////////////////////////////////
//
TEST(HammingMatcher, CPP)
{
using af::array;
using af::dim4;
vector<dim4> numDims;
vector<vector<uint> > in;
vector<vector<uint> > tests;
readTests<uint, uint, uint>(TEST_DIR"/hamming/hamming_500_5000_dim0_u32.test", numDims, in, tests);
dim4 qDims = numDims[0];
dim4 tDims = numDims[1];
array query(qDims, &(in[0].front()));
array train(tDims, &(in[1].front()));
array idx, dist;
hammingMatcher(idx, dist, query, train, 0, 1);
vector<uint> goldIdx = tests[0];
vector<uint> goldDist = tests[1];
size_t nElems = goldIdx.size();
uint *outIdx = new uint[nElems];
uint *outDist = new uint[nElems];
idx.host(outIdx);
dist.host(outDist);
for (size_t elIter=0; elIter<nElems; ++elIter) {
ASSERT_EQ(goldDist[elIter], outDist[elIter])<< "at: " << elIter<< std::endl;
}
delete[] outIdx;
delete[] outDist;
}
|
