-
Notifications
You must be signed in to change notification settings - Fork 0
/
predict.cxx
55 lines (43 loc) · 2.23 KB
/
predict.cxx
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
#include "AGILEPack"
#include "parser.hh"
#include "struct_generator.hh"
#include <time.h>
int main(int argc, char const *argv[])
{
agile::root::tree_reader reader_2;
reader_2.add_file("/group/atlas/data/D3PDs/xwang/1LStopBoosted/plot_output/20140711_DL/merge.root", "evaluate");
reader_2.set_branch("Signal", agile::root::integer);
reader_2.set_branch("MET", agile::root::double_precision);
reader_2.set_branch("HTmissSig", agile::root::double_precision);
reader_2.set_branch("aMT2", agile::root::double_precision);
reader_2.set_branch("Topness", agile::root::double_precision);
reader_2.set_branch("Jet1_Pt", agile::root::double_precision);
reader_2.set_branch("Jet2_Pt", agile::root::double_precision);
reader_2.set_branch("Jet3_Pt", agile::root::double_precision);
reader_2.set_branch("Jet4_Pt", agile::root::double_precision);
reader_2.set_branch("Jet1_dPhiMET", agile::root::double_precision);
reader_2.set_branch("Jet2_dPhiMET", agile::root::double_precision);
reader_2.set_branch("Jet3_dPhiMET", agile::root::double_precision);
reader_2.set_branch("Jet4_dPhiMET", agile::root::double_precision);
reader_2.set_branch("Lepton_TrimmedJet1_dR", agile::root::double_precision);
reader_2.set_branch("TrimmedJet1_Pt", agile::root::double_precision);
reader_2.set_branch("TrimmedJet1_4VM", agile::root::double_precision);
agile::neural_net ARCH;
ARCH.from_yaml("test.yaml");
auto input_variables = ARCH.get_inputs();
//auto output_variables = ARCH.get_outputs();
std::cout<< input_variables.size() << std::endl;
for (int t = 0; t < 15; t++){
std::cout<< input_variables[t] << std::endl;
}
for (int point = 0; point < 10000; ++point)
{
//std::map<string,double> thismap = reader_2(point, input_variables);
//std::cout<< reader_2(point, input_variables)["MET"] << std::endl;
auto r = ARCH.predict_map(reader_2(point, input_variables));
std::cout<< r["Signal"] <<std::endl;
//auto o = reader_2(point, ARCH.get_outputs());
//std::cout<< o <<std::endl;
//std::cout << "predicted:\n" << r << "\nactual:\n" << o << std::endl;
}
}