71 lines
1.3 KiB
C++
71 lines
1.3 KiB
C++
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#include "../src/NeuralNetwork/FeedForward"
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#include <iostream>
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#include <stdlib.h>
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int main()
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{
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srand(time(NULL));
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NeuralNetwork::FeedForward ns({1,1});
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ns[1][0].setWeight(-1,0);
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ns[1][0].setWeight(0,1);
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Shin::Solution ss =ns.solve(Shin::Problem({1}));
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if(ss[0] < 0.689874481 || ss[0] > 0.69)
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{
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std::cout << "1) Wrong counter: shoul be 0.626961, is: " << ss[0];
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return 1;
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}
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NeuralNetwork::FeedForward xorF({2,2,1},0.8);
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xorF[1][0].setWeight(-1,-6.06);
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xorF[1][0].setWeight(0,-11.62);
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xorF[1][0].setWeight(1,10.99);
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xorF[1][1].setWeight(-1,-7.19);
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xorF[1][1].setWeight(0,12.88);
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xorF[1][1].setWeight(1,-13-13);
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xorF[2][0].setWeight(-1,-6.56);
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xorF[2][0].setWeight(0,13.34);
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xorF[2][0].setWeight(1,-7.19);
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ss= xorF.solve(Shin::Problem({0,1}));
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if(ss[0] > 1 || ss[0] < 0.98 )
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{
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std::cout << "2) wrong output "<< ss[0] << "\n";
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return 1;
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}
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ss= xorF.solve(Shin::Problem({0,1}));
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if(ss[0] > 1 || ss[0] < 0.98 )
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{
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std::cout << "3) wrong output "<< ss[0];
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return 1;
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}
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ss= xorF.solve(Shin::Problem({0,0}));
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if(ss[0] <0 || ss[0] > 0.06 )
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{
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std::cout << "4) wrong output "<< ss[0] ;
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return 1;
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}
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ss= xorF.solve(Shin::Problem({1,1}));
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if(ss[0] <0 || ss[0] > 0.06 )
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{
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std::cout << "5) wrong output "<< ss[0];
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return 1;
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}
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return 0;
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} |