Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications

Author:

Malta Eva Maia1,Avila Sandra1,Borin Edson1

Affiliation:

1. University of Campinas, Campinas, Brazil

Funder

Fundação de Amparo à Pesquisa do Estado de São Paulo

FAPESP

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Petrobrás

Google Research Awards for Latin America 2018

CNPq

Publisher

ACM

Reference15 articles.

1. Deteccc ao de estruturas em dados sísmicos com Deep Learning;Araújo Lucas;Boletim SBGf,2018

2. Tal Ben-Nun and Torsten Hoefler. 2018. Demystifying parallel and distributed deep learning: An in-depth concurrency analysis. arXiv preprint arXiv:1802.09941 (2018). Tal Ben-Nun and Torsten Hoefler. 2018. Demystifying parallel and distributed deep learning: An in-depth concurrency analysis. arXiv preprint arXiv:1802.09941 (2018).

3. Automatic detection of diffraction-apex using fully convolutional networks

4. A Tutorial on the Cross-Entropy Method

5. ImageNet: A large-scale hierarchical image database

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3. Toward Competitive Serverless Deep Learning;Proceedings of the 4th International Workshop on Distributed Infrastructure for the Common Good;2023-12-11

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