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Diffstat (limited to 'gi/posterior-regularisation/log_add.hh')
-rw-r--r-- | gi/posterior-regularisation/log_add.hh | 30 |
1 files changed, 30 insertions, 0 deletions
diff --git a/gi/posterior-regularisation/log_add.hh b/gi/posterior-regularisation/log_add.hh new file mode 100644 index 00000000..e0620c5a --- /dev/null +++ b/gi/posterior-regularisation/log_add.hh @@ -0,0 +1,30 @@ +#ifndef log_add_hh +#define log_add_hh + +#include <limits> +#include <iostream> +#include <cassert> +#include <cmath> + +template <typename T> +struct Log +{ + static T zero() { return -std::numeric_limits<T>::infinity(); } + + static T add(T l1, T l2) + { + if (l1 == zero()) return l2; + if (l1 > l2) + return l1 + std::log(1 + exp(l2 - l1)); + else + return l2 + std::log(1 + exp(l1 - l2)); + } + + static T subtract(T l1, T l2) + { + //std::assert(l1 >= l2); + return l1 + log(1 - exp(l2 - l1)); + } +}; + +#endif |