#pragma once #include //uint64_t #include // std::runtime_error #include "utils/vector.h" #include "utils/matrix.h" namespace numerics::detail{ // ---------------- Scalar ---------------- template void inplace_sub_scalar_serial(utils::Matrix& A, const T c) { const uint64_t rows = A.rows(); const uint64_t cols = A.cols(); for (uint64_t i = 0; i < rows; ++i){ for (uint64_t j = 0; j < cols; ++j){ A(i,j) -= c; } } } template void inplace_sub_scalar_serial(utils::Vector& v, const T c) { for (uint64_t i = 0; i < v.size(); ++i){ v[i] -= c; } } // ---------------- Elemenwise ---------------- template void inplace_sub_elementwise_serial(utils::Matrix& A, const utils::Matrix& B) { const uint64_t rows = A.rows(); const uint64_t cols = A.cols(); if (rows != B.rows() || cols != B.cols()) { throw std::runtime_error("inplace_sub_elementwise_serial: dimension mismatch"); } for (uint64_t i = 0; i < rows; ++i){ for (uint64_t j = 0; j < cols; ++j){ A(i,j) -= B(i,j); } } } template void inplace_sub_elementwise_serial(utils::Vector& v, const utils::Vector& p) { if (v.size() != p.size()) { throw std::runtime_error("inplace_sub_elementwise_serial: dimension mismatch"); } for (uint64_t i = 0; i < v.size(); ++i){ v[i] -= p[i]; } } // ---------------- Rowwise ---------------- template void inplace_sub_rowwise_serial(utils::Matrix& A, const utils::Vector& v) { const uint64_t rows = A.rows(); const uint64_t cols = A.cols(); if (cols != v.size()) { throw std::runtime_error("inplace_sub_rowwise_serial: dimension mismatch"); } for (uint64_t i = 0; i < rows; ++i){ for (uint64_t j = 0; j < cols; ++j){ A(i,j) -= v[j]; } } } // ---------------- Colwise ---------------- template void inplace_sub_colwise_serial(utils::Matrix& A, const utils::Vector& v) { const uint64_t rows = A.rows(); const uint64_t cols = A.cols(); if (rows != v.size()) { throw std::runtime_error("inplace_sub_colwise_serial: dimension mismatch"); } for (uint64_t i = 0; i < rows; ++i){ const T vi = v[i]; for (uint64_t j = 0; j < cols; ++j){ A(i,j) -= vi; } } } } // namespace numerics