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Fittet new functions to everying in neural networks. Still need to optimise for uint64_t vs int64_t and vec vs mat in some places.

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Michelle
2026-05-16 20:37:05 +02:00
parent 412a854c65
commit d2fe8aa65c
50 changed files with 489 additions and 1482 deletions
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include/numerics/detail/equal_serial.h
+46 -4
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@@ -3,14 +3,14 @@
#include <cstdint> //uint64_t
//#include <stdexcept> // std::runtime_error
#include "../utils/vector.h"
#include "../utils/matrix.h"
#include "utils/vector.h"
#include "utils/matrix.h"
namespace numerics::detail{
// ---------------- Matrix ----------------
template <typename T>
inline bool equal_serial(const utils::Matrix<T>& A, const utils::Matrix<T> & B) {
inline bool equal_all_serial(const utils::Matrix<T>& A, const utils::Matrix<T> & B) {
const uint64_t rows = A.rows();
const uint64_t cols = A.cols();
@@ -30,7 +30,7 @@ namespace numerics::detail{
// ---------------- Vector ----------------
template <typename T>
inline bool equal_serial(const utils::Vector<T>& v, const utils::Vector<T>& p) {
inline bool equal_all_serial(const utils::Vector<T>& v, const utils::Vector<T>& p) {
const uint64_t N = v.size();
if (N != p.size()){
return false;
@@ -43,5 +43,47 @@ namespace numerics::detail{
return true;
}
// ---------------- Matrix ----------------
template <typename T>
inline utils::Matrix<T> equal_elementwise_serial(const utils::Matrix<T>& A, const utils::Matrix<T> & B) {
const uint64_t rows = A.rows();
const uint64_t cols = A.cols();
if ((rows != B.rows()) || (cols != B.cols())){
throw std::runtime_error("equal_elementwise_serial: Dimention misfit");
}
utils::Matrix<T> C(rows, cols, T{0});
for (uint64_t i = 0; i < rows; ++i){
for (uint64_t j = 0; j < cols; ++j){
if (A(i,j) == B(i,j)){
C(i,j) = T{1};
}
}
}
return C;
}
// ---------------- Vector ----------------
template <typename T>
inline utils::Vector<T> equal_elementwise_serial(const utils::Vector<T>& v, const utils::Vector<T>& p) {
const uint64_t N = v.size();
if (N != p.size()){
throw std::runtime_error("equal_elementwise_serial: Dimention misfit");
}
utils::Vector<T> y(N, T{0});
for (uint64_t i = 0; i < N; ++i){
if ((v[i] == p[i])){
y[i] = T{1};
}
}
return y;
}
} // namespace numerics