mirror of
https://github.com/opencv/opencv.git
synced 2024-12-14 17:29:17 +08:00
08356007c9
[G-API] Pipeline modeling tool - Fix generating FP16 Mat * Fix handling fp16 precision * Disable preproc in case FP16 input inside IE backend * Fix isApplicableForResize function
97 lines
2.6 KiB
C++
97 lines
2.6 KiB
C++
#ifndef OPENCV_GAPI_PIPELINE_MODELING_TOOL_UTILS_HPP
|
|
#define OPENCV_GAPI_PIPELINE_MODELING_TOOL_UTILS_HPP
|
|
|
|
#include <opencv2/core.hpp>
|
|
|
|
#if defined(_WIN32)
|
|
#include <windows.h>
|
|
#endif
|
|
|
|
// FIXME: It's better to place it somewhere in common.hpp
|
|
struct OutputDescr {
|
|
std::vector<int> dims;
|
|
int precision;
|
|
};
|
|
|
|
namespace utils {
|
|
|
|
inline void createNDMat(cv::Mat& mat, const std::vector<int>& dims, int depth) {
|
|
GAPI_Assert(!dims.empty());
|
|
mat.create(dims, depth);
|
|
if (dims.size() == 1) {
|
|
//FIXME: Well-known 1D mat WA
|
|
mat.dims = 1;
|
|
}
|
|
}
|
|
|
|
inline void generateRandom(cv::Mat& out) {
|
|
switch (out.depth()) {
|
|
case CV_8U:
|
|
cv::randu(out, 0, 255);
|
|
break;
|
|
case CV_32F:
|
|
cv::randu(out, 0.f, 1.f);
|
|
break;
|
|
case CV_16F: {
|
|
std::vector<int> dims;
|
|
for (int i = 0; i < out.size.dims(); ++i) {
|
|
dims.push_back(out.size[i]);
|
|
}
|
|
cv::Mat fp32_mat;
|
|
createNDMat(fp32_mat, dims, CV_32F);
|
|
cv::randu(fp32_mat, 0.f, 1.f);
|
|
fp32_mat.convertTo(out, out.type());
|
|
break;
|
|
}
|
|
default:
|
|
throw std::logic_error("Unsupported preprocessing depth");
|
|
}
|
|
}
|
|
|
|
inline void sleep(double ms) {
|
|
#if defined(_WIN32)
|
|
// NB: It takes portions of 100 nanoseconds.
|
|
int64_t ns_units = static_cast<int64_t>(ms * 1e4);
|
|
// FIXME: Wrap it to RAII and instance only once.
|
|
HANDLE timer = CreateWaitableTimer(NULL, true, NULL);
|
|
if (!timer) {
|
|
throw std::logic_error("Failed to create timer");
|
|
}
|
|
|
|
LARGE_INTEGER li;
|
|
li.QuadPart = -ns_units;
|
|
if(!SetWaitableTimer(timer, &li, 0, NULL, NULL, false)){
|
|
CloseHandle(timer);
|
|
throw std::logic_error("Failed to set timer");
|
|
}
|
|
if (WaitForSingleObject(timer, INFINITE) != WAIT_OBJECT_0) {
|
|
CloseHandle(timer);
|
|
throw std::logic_error("Failed to wait timer");
|
|
}
|
|
CloseHandle(timer);
|
|
#else
|
|
using namespace std::chrono;
|
|
std::this_thread::sleep_for(duration<double, std::milli>(ms));
|
|
#endif
|
|
}
|
|
|
|
template <typename duration_t>
|
|
typename duration_t::rep measure(std::function<void()> f) {
|
|
using namespace std::chrono;
|
|
auto start = high_resolution_clock::now();
|
|
f();
|
|
return duration_cast<duration_t>(
|
|
high_resolution_clock::now() - start).count();
|
|
}
|
|
|
|
template <typename duration_t>
|
|
typename duration_t::rep timestamp() {
|
|
using namespace std::chrono;
|
|
auto now = high_resolution_clock::now();
|
|
return duration_cast<duration_t>(now.time_since_epoch()).count();
|
|
}
|
|
|
|
} // namespace utils
|
|
|
|
#endif // OPENCV_GAPI_PIPELINE_MODELING_TOOL_UTILS_HPP
|