Kernel and layer vulnerability factor to evaluate object detection reliability in GPUs

Author:

Fernandes dos Santos Fernando1ORCID,Carro Luigi1,Rech Paolo1

Affiliation:

1. Instituto de InformáticaUniversidade Federal do Rio Grande do SulBento Gonçalves AvenuePorto AlgreBrazil

Publisher

Institution of Engineering and Technology (IET)

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Software

Reference45 articles.

1. Van Essen B. Kim H. Pearce R. et al.: ‘LBANN: livermore big artificial neural network HPC toolkit’.Proc. Workshop on Machine Learning in High‐Performance Computing Environments ser. MLHPC'15 Oak Ridge TN USA 2015 pp.5:1–5:6. Available athttp://doi.acm.org/10.1145/2834892.2834897

2. Amin S.U. Agarwal K. Beg R.: ‘Genetic neural network based data mining in prediction of heart disease using risk factors’.2013 IEEE Conf. on Information Communication Technologies Thuckalay Tamil Nadu India April2013 pp.1227–1231

3. European New Car Assessment Programme: ‘Euro NCAP rating review report from the ratings group’ June2012. Available athttp://www.euroncap.com

4. DeBardeleben N. Blanchard S. Monroe L. et al.: ‘GPU behavior on a large HPC cluster’.6th Workshop on Resiliency in High Performance Computing (Resilience) in Clusters Clouds and Grids in conjunction with the 19th Int. European Conf. on Parallel and Distributed Computing (Euro‐Par 2013) Aachen Germany 26–30 August2013

5. Wunderlich H.J. Braun C. Halder S.: ‘Efficacy and efficiency of algorithm‐based fault‐tolerance on GPUs’.2013 IEEE 19th Int. On‐Line Testing Symp. (IOLTS) Chania Greece July2013 pp.240–243

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