Non-negative Matrix Factorization on Low-Power Architectures and Accelerators: A Comparative Study ?
Performance and energy consumption study of NMF is performed on different systems. General-purpose CPUs yield better execution times at the cost of high energy rates. Low-power architectures offer better trace-off in energy and performance.
accelerators nmf low-power processors gpu dsp