12 using namespace shark;
18 for(
size_t i = 0; i != weights.size(); ++i){
31 size_t numberOfHidden = 32;
50 unsigned int numIterations = 1000;
51 unsigned int numTrials = 10;
52 double meanResult = 0;
53 for(
unsigned int trial = 0; trial != numTrials; ++trial) {
57 for(
unsigned int iteration = 0; iteration != numIterations; ++iteration) {
62 std::cout<<trial<<
" "<<likelihood<<std::endl;
63 meanResult +=likelihood;
65 meanResult /= numTrials;
68 cout <<
"RESULTS: " << std::endl;
69 cout <<
"======== " << std::endl;
70 cout <<
"mean negative log likelihood: " << meanResult << std::endl;