Performance of the low-rank tensor-train SVD (TT-SVD) for large dense tensors on modern multi-core CPUs

Melven Röhrig-Zöllner, Jonas Thies, Achim Basermann

There are several factorizations of multi-dimensional tensors into lower-dimensional components, known as `tensor networks'. We consider the popular `tensor-train' (TT) format and…