I'm developing a header-only library for automatic/algorithmic differentiation. The goal is to be able to simply change the type of the variables being fed to a function and calculate first and second derivatives. For this, I've created a template class that allows the programmer to select the storage type for the private data members. Included is a snippet below with an offending operator overload.
template <typename storage_t>
class HyperDual
{
template <typename T> friend class HyperDual;
public:
template <typename T>
HyperDual<storage_t> operator+(const HyperDual<T>& rhs) const
{
HyperDual<storage_t> sum;
for (size_t i = 0; i < this->values.size(); i++)
sum.values[i] = this->values[i] + rhs.values[i];
return sum;
}
protected:
std::vector<storage_t> values;
};
Later on, to maximize the versatility, I provide template functions to allow interaction.
template <typename storage_t, typename T>
HyperDual<storage_t> operator+(const HyperDual<storage_t>& lhs, const T& rhs)
{
static_assert(std::is_arithmetic<T>::value && !(std::is_same<T, char>::value), "RHS must be numeric");
return HyperDual<storage_t>(lhs.values[0] + rhs);
}
template <typename storage_t, typename T>
HyperDual<storage_t> operator+(const T& lhs, const HyperDual<storage_t>& rhs)
{
static_assert(std::is_arithmetic<T>::value && !(std::is_same<T, char>::value), "LHS must be numeric");
return HyperDual<storage_t>(lhs + rhs.values[0]);
}
What I'm encountering is that the compiler is trying to instantiate the second non-member template function.
#include "hyperspace.h"
int main()
{
HyperDual<long double> one(1); // There is an appropriate constructor
HyperDual<double> two(2);
one + two;
return 0;
}
I get the static_assert generated error "LHS must be numeric" for this. How would I resolve the ambiguity?