diff --git a/Eigen/src/SVD/JacobiSVD.h b/Eigen/src/SVD/JacobiSVD.h
index d7dc209f9..552dfd8a7 100644
--- a/Eigen/src/SVD/JacobiSVD.h
+++ b/Eigen/src/SVD/JacobiSVD.h
@@ -704,6 +704,7 @@ JacobiSVD<MatrixType, Options>& JacobiSVD<MatrixType, Options>::compute_impl(con
   if (!(numext::isfinite)(scale)) {
     m_isInitialized = true;
     m_info = InvalidInput;
+    m_nonzeroSingularValues = 0;
     return *this;
   }
   if(numext::is_exactly_zero(scale)) scale = RealScalar(1);