update config
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41
test/forward/test.cpp
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41
test/forward/test.cpp
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#include <cmath>
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#include <iostream>
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#include <autodiff/forward/dual.hpp>
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using namespace autodiff;
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dual sqrt1(dual x){
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dual res = 0.0;
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res.val = std::sqrt(x.val);
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if (x.grad !=0.0){
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std::cout << "x.grad: " << x.grad << std::endl;
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res.grad += 0.5/res.val*x.grad;
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}
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return res;
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}
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dual test_exp(dual x){
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dual res = 0.0;
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std::cout << "x.val: " << x.val << std::endl;
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res.val = std::exp(x.val);
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std::cout << "res.val: " << res.val << std::endl;
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std::cout << "res.grad: " << res.grad << std::endl;
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if(x.grad != 0.0) res.grad += x.grad*res.val;
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std::cout << "res.val: " << res.val << std::endl;
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std::cout << "res.grad: " << res.grad << std::endl;
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return res;
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}
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dual test_exp0(dual x){
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return 1.0+exp(x);
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}
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int main()
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{
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dual x = 1.2;
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dual u = sqrt1(x);
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double dfdx = derivative(sqrt1, wrt(x), at(x));
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double dfdx2 = derivative(test_exp, wrt(x), at(x));
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double dfdx3 = derivative(test_exp0, wrt(x), at(x));
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std::cout << "dfdx: " << dfdx << std::endl;
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std::cout << "dfdx2: " << dfdx2 << std::endl;
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std::cout << "dfdx3: " << dfdx3 << std::endl;
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}
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