Parallel Training of a Multi-Layer Perceptron on a GPU

TitleParallel Training of a Multi-Layer Perceptron on a GPU
Publication TypeTechnical Report
Year of Publication2009
AuthorsOei, C., Friedland G., & Janin A.
Other Numbers2781
Abstract

This report presents a parallelized implementation of a back propagation training algorithm running on the NVIDIA graphics card GPU and compares it with several CPU implementations, including highly optimized software packages that do their work on the CPU.

URLhttp://www.icsi.berkeley.edu/pubs/techreports/TR-09-008.pdf
Bibliographic Notes

ICSI Technical Report TR-09-008

Abbreviated Authors

C. Oei, G. Friedland, and A. Janin

ICSI Research Group

Speech

ICSI Publication Type

Technical Report