Files
NeuralNetworkLib/tests/basis.cpp
2016-02-07 22:55:46 +01:00

41 lines
829 B
C++

#include <NeuralNetwork/BasisFunction/Linear.h>
#include <NeuralNetwork/BasisFunction/Product.h>
#include <iostream>
#include <cassert>
#include <chrono>
int main() {
{
NeuralNetwork::BasisFunction::Linear l;
assert(39.0==l({1,2,3,5},{1,2,3,5}));
}
{
NeuralNetwork::BasisFunction::Linear l;
assert(88.0==l({1,2,3,5,7},{1,2,3,5,7}));
}
{
NeuralNetwork::BasisFunction::Linear l;
std::vector<float> w;
for(int in=0;in<100;in++) {
w.push_back(2);
}
assert(400.0==l(w,w));
}
{
NeuralNetwork::BasisFunction::Linear l;
std::vector<float> w;
for(int in=0;in<55;in++) {
w.push_back(2);
}
assert(220.0==l(w,w));
}
{
NeuralNetwork::BasisFunction::Product l;
std::vector<float> w({0,0.501,1});
std::vector<float> i({0,0.2,0.3});
assert(l(w,i) > 0.05999);
assert(l(w,i) < 0.06001);
}
}