JIKE Felismino & FNC Paraan. Comparison of Python GPU implementations of eigensolvers, in Proceedings of the 36th Samahang Pisika ng Pilipinas Physics Conference, SPP-2018-PB-51 (Puerto Princesa City, Philippines, 2018).
Abstract
Python implementations of GPU-based eigensolvers were tested and evaluated. The performance of PyCUDA and scikit-cuda library functions for Python were used and compared to the corresponding ones from the NumPy library. Despite GPU-based cuBLAS routines being faster than their usual NumPy equivalents on the consumer-level hardware used, cuSOLVER function implementations have longer execution times than the NumPy functions.
Conference Location
Puerto Princesa City, Philippines
Conference Date
6–9 June 2018