Title

Use of CUDA for the Continuous Space Language Model

Document Type

Proceeding

Presentation Date

9-10-2012

Conference Name

Proceedings of the 2012 IEEE High Performance Extreme Computing Conference (HPEC)

Conference Location

Waltham, MA

Abstract

The training phase of the Continuous Space Language Model (CSLM) was implemented in the NVIDIA hardware/software architecture Compute Unified Device Architecture (CUDA). Implementation was accomplished using a combination of CUBLAS library routines and CUDA kernel calls on three different CUDA enabled devices of varying compute capability and a time savings over the traditional CPU approach demonstrated.

Keywords

Algorithm design and analysis, Computer architecture, Graphics processing units, Instruction sets, Kerne, l Libraries, Training

Disciplines

Engineering