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
|
// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
//
// Copyright (C) 2020 Intel Corporation
#include "../test_precomp.hpp"
#include <opencv2/gapi/rmat.hpp>
#include "rmat_test_common.hpp"
#include <opencv2/gapi/fluid/imgproc.hpp>
#include <opencv2/gapi/cpu/imgproc.hpp>
namespace opencv_test
{
// This test set takes RMat type as a template parameter and launces simple
// blur(isl1) -> blur(isl2) computation passing RMat as input, as output
// and both input and output
template<typename RMatAdapterT>
struct RMatIntTestBase {
cv::Mat in_mat;
cv::Mat out_mat;
cv::Mat out_mat_ref;
cv::GComputation comp;
bool inCallbackCalled;
bool outCallbackCalled;
static constexpr int w = 8;
static constexpr int h = 8;
RMatIntTestBase()
: in_mat(h, w, CV_8UC1)
, out_mat(h, w, CV_8UC1)
, out_mat_ref(h, w, CV_8UC1)
, comp([](){
cv::GMat in;
auto tmp = cv::gapi::blur(in, {3,3});
auto out = cv::gapi::blur(tmp, {3,3});
cv::gapi::island("test", cv::GIn(in), cv::GOut(tmp));
return cv::GComputation(in, out);
})
, inCallbackCalled(false)
, outCallbackCalled(false) {
cv::randu(in_mat, cv::Scalar::all(127), cv::Scalar::all(40));
}
void check() {
comp.apply(in_mat, out_mat_ref);
EXPECT_EQ(0, cvtest::norm(out_mat_ref, out_mat, NORM_INF));
}
RMat createRMat(cv::Mat& mat, bool& callbackCalled) {
return {cv::make_rmat<RMatAdapterT>(mat, callbackCalled)};
}
};
template<typename RMatAdapterT>
struct RMatIntTest : public RMatIntTestBase<RMatAdapterT>
{
template<typename In, typename Out>
void run(const In& in, Out& out, cv::GCompileArgs&& compile_args) {
for (int i = 0; i < 2; i++) {
EXPECT_FALSE(this->inCallbackCalled);
EXPECT_FALSE(this->outCallbackCalled);
auto compile_args_copy = compile_args;
this->comp.apply(cv::gin(in), cv::gout(out), std::move(compile_args_copy));
EXPECT_FALSE(this->inCallbackCalled);
if (std::is_same<RMat,Out>::value) {
EXPECT_TRUE(this->outCallbackCalled);
} else {
EXPECT_FALSE(this->outCallbackCalled);
}
this->outCallbackCalled = false;
}
this->check();
}
};
template<typename RMatAdapterT>
struct RMatIntTestStreaming : public RMatIntTestBase<RMatAdapterT>
{
template <typename M>
cv::GMatDesc getDesc(const M& m) { return cv::descr_of(m); }
void checkOutput(const cv::Mat&) { this->check(); }
void checkOutput(const RMat& rm) {
auto view = rm.access(RMat::Access::R);
this->out_mat = cv::Mat(view.size(), view.type(), view.ptr());
this->check();
}
template<typename In, typename Out>
void run(const In& in, Out& out, cv::GCompileArgs&& compile_args) {
auto sc = this->comp.compileStreaming(getDesc(in), std::move(compile_args));
sc.setSource(cv::gin(in));
sc.start();
std::size_t frame = 0u;
constexpr std::size_t num_frames = 10u;
EXPECT_FALSE(this->inCallbackCalled);
EXPECT_FALSE(this->outCallbackCalled);
while (sc.pull(cv::gout(out)) && frame < num_frames) {
frame++;
this->checkOutput(out);
EXPECT_FALSE(this->inCallbackCalled);
EXPECT_FALSE(this->outCallbackCalled);
}
EXPECT_EQ(num_frames, frame);
}
};
struct OcvKernels {
cv::gapi::GKernelPackage kernels() { return cv::gapi::imgproc::cpu::kernels(); }
};
struct FluidKernels {
cv::gapi::GKernelPackage kernels() { return cv::gapi::imgproc::fluid::kernels(); }
};
struct RMatIntTestCpuRef : public
RMatIntTest<RMatAdapterRef>, OcvKernels {};
struct RMatIntTestCpuCopy : public
RMatIntTest<RMatAdapterCopy>, OcvKernels {};
struct RMatIntTestCpuRefStreaming : public
RMatIntTestStreaming<RMatAdapterRef>, OcvKernels {};
struct RMatIntTestCpuCopyStreaming : public
RMatIntTestStreaming<RMatAdapterCopy>, OcvKernels {};
struct RMatIntTestCpuRefFluid : public
RMatIntTest<RMatAdapterRef>, FluidKernels {};
struct RMatIntTestCpuCopyFluid : public
RMatIntTest<RMatAdapterCopy>, FluidKernels {};
struct RMatIntTestCpuRefStreamingFluid : public
RMatIntTestStreaming<RMatAdapterRef>, FluidKernels {};
struct RMatIntTestCpuCopyStreamingFluid : public
RMatIntTestStreaming<RMatAdapterCopy>, FluidKernels {};
template<typename T>
struct RMatIntTypedTest : public ::testing::Test, public T {};
using RMatIntTestTypes = ::testing::Types< RMatIntTestCpuRef
, RMatIntTestCpuCopy
, RMatIntTestCpuRefStreaming
, RMatIntTestCpuCopyStreaming
, RMatIntTestCpuRefFluid
, RMatIntTestCpuCopyFluid
, RMatIntTestCpuRefStreamingFluid
, RMatIntTestCpuCopyStreamingFluid
>;
TYPED_TEST_CASE(RMatIntTypedTest, RMatIntTestTypes);
TYPED_TEST(RMatIntTypedTest, In) {
auto in_rmat = this->createRMat(this->in_mat, this->inCallbackCalled);
this->run(in_rmat, this->out_mat, cv::compile_args(this->kernels()));
}
TYPED_TEST(RMatIntTypedTest, Out) {
auto out_rmat = this->createRMat(this->out_mat, this->outCallbackCalled);
this->run(this->in_mat, out_rmat, cv::compile_args(this->kernels()));
}
TYPED_TEST(RMatIntTypedTest, InOut) {
auto in_rmat = this->createRMat(this->in_mat, this->inCallbackCalled);
auto out_rmat = this->createRMat(this->out_mat, this->outCallbackCalled);
this->run(in_rmat, out_rmat, cv::compile_args(this->kernels()));
}
} // namespace opencv_test
|
