GitHub-Proxy/eigen
1
0
Fork 0
mirror of https://gitlab.com/libeigen/eigen.git synced 2025-09-24 07:13:16 +08:00
Code Issues Packages Projects Releases Wiki Activity

Speed up sparse x dense dot product.

Browse Source
This commit is contained in:
Rasmus Munk Larsen 2024-02-24 19:13:33 +00:00
parent 7a88cdd6ad
commit a2f8eba026
1 changed files with 13 additions and 6 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

19
Eigen/src/SparseCore/SparseDot.h
View File

@ -17,7 +17,8 @@ namespace Eigen {
template <typename Derived>
template <typename OtherDerived>
typename internal::traits<Derived>::Scalar SparseMatrixBase<Derived>::dot(const MatrixBase<OtherDerived>& other) const {
inline typename internal::traits<Derived>::Scalar SparseMatrixBase<Derived>::dot(
const MatrixBase<OtherDerived>& other) const {
EIGEN_STATIC_ASSERT_VECTOR_ONLY(Derived)
EIGEN_STATIC_ASSERT_VECTOR_ONLY(OtherDerived)
EIGEN_STATIC_ASSERT_SAME_VECTOR_SIZE(Derived, OtherDerived)
@ -30,17 +31,23 @@ typename internal::traits<Derived>::Scalar SparseMatrixBase<Derived>::dot(const
internal::evaluator<Derived> thisEval(derived());
typename internal::evaluator<Derived>::InnerIterator i(thisEval, 0);
Scalar res(0);
while (i) {
res += numext::conj(i.value()) * other.coeff(i.index());
// Two accumulators, which breaks the dependency chain on the accumulator
// and allows more instruction-level parallelism in the following loop.
Scalar res1(0);
Scalar res2(0);
for (; i; ++i) {
res1 += numext::conj(i.value()) * other.coeff(i.index());
++i;
if (i) {
res2 += numext::conj(i.value()) * other.coeff(i.index());
}
return res;
}
return res1 + res2;
}
template <typename Derived>
template <typename OtherDerived>
typename internal::traits<Derived>::Scalar SparseMatrixBase<Derived>::dot(
inline typename internal::traits<Derived>::Scalar SparseMatrixBase<Derived>::dot(
const SparseMatrixBase<OtherDerived>& other) const {
EIGEN_STATIC_ASSERT_VECTOR_ONLY(Derived)
EIGEN_STATIC_ASSERT_VECTOR_ONLY(OtherDerived)