Replace calls to numext::fma with numext:madd.

This commit is contained in:
Antonio Sánchez
2025-08-28 21:40:19 +00:00
committed by Rasmus Munk Larsen
parent 52f570a409
commit 2e8cc042a1
7 changed files with 88 additions and 44 deletions

View File

@@ -44,16 +44,16 @@ template <typename Scalar>
struct madd_impl<Scalar,
std::enable_if_t<Eigen::internal::is_scalar<Scalar>::value && Eigen::NumTraits<Scalar>::IsSigned>> {
static EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar madd(const Scalar& a, const Scalar& b, const Scalar& c) {
return numext::fma(a, b, c);
return numext::madd(a, b, c);
}
static EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar msub(const Scalar& a, const Scalar& b, const Scalar& c) {
return numext::fma(a, b, Scalar(-c));
return numext::madd(a, b, Scalar(-c));
}
static EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar nmadd(const Scalar& a, const Scalar& b, const Scalar& c) {
return numext::fma(Scalar(-a), b, c);
return numext::madd(Scalar(-a), b, c);
}
static EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar nmsub(const Scalar& a, const Scalar& b, const Scalar& c) {
return -Scalar(numext::fma(a, b, c));
return -Scalar(numext::madd(a, b, c));
}
};

View File

@@ -42,7 +42,7 @@ template <typename Scalar, typename V1, typename V2>
Scalar ref_dot_product(const V1& v1, const V2& v2) {
Scalar out = Scalar(0);
for (Index i = 0; i < v1.size(); ++i) {
out = Eigen::numext::fma(v1[i], v2[i], out);
out = Eigen::numext::madd(v1[i], v2[i], out);
}
return out;
}
@@ -254,8 +254,6 @@ void product(const MatrixType& m) {
// inner product
{
Scalar x = square2.row(c) * square2.col(c2);
// NOTE: FMA is necessary here in the reference to ensure accuracy for
// large vector sizes and float16/bfloat16 types.
Scalar y = ref_dot_product<Scalar>(square2.row(c), square2.col(c2));
VERIFY_IS_APPROX(x, y);
}