Talk
in
Workshop: Second Workshop on Quantum Tensor Networks in Machine Learning

High Performance Computation for Tensor Networks Learning

Anwar Walid · Xiao-Yang Liu


Abstract:

In this talk, we study high performance computation for tensor networks to address time and space complexities that grow rapidly with the tensor size. We propose efficient primitives that exploit parallelism in tensor learning for efficient implementation on GPU.