ImageNet Training in Minutes

Author:

You Yang1,Zhang Zhao2,Hsieh Cho-Jui3,Demmel James1,Keutzer Kurt1

Affiliation:

1. UC Berkeley

2. TACC

3. UC Davis

Publisher

ACM

Reference35 articles.

1. Takuya Akiba Shuji Suzuki and Keisuke Fukuda. 2017. Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes. arXiv preprint arXiv:1711.04325 (2017). Takuya Akiba Shuji Suzuki and Keisuke Fukuda. 2017. Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes. arXiv preprint arXiv:1711.04325 (2017).

2. Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper Bryan Catanzaro Jingdong Chen Mike Chrzanowski Adam Coates Greg Diamos etal 2015. Deep speech 2: End-to-end speech recognition in english and mandarin. arXiv preprint arXiv:1512.02595 (2015). Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper Bryan Catanzaro Jingdong Chen Mike Chrzanowski Adam Coates Greg Diamos et al. 2015. Deep speech 2: End-to-end speech recognition in english and mandarin. arXiv preprint arXiv:1512.02595 (2015).

3. Carol Reiley. 2016. Deep Driving. (2016). https://www.technologyreview.com/s/602600/deep-driving/. Carol Reiley. 2016. Deep Driving. (2016). https://www.technologyreview.com/s/602600/deep-driving/.

4. Bryan Catanzaro. 2013. Deep learning with COTS HPC systems. (2013). Bryan Catanzaro. 2013. Deep learning with COTS HPC systems. (2013).

5. Jianmin Chen Rajat Monga Samy Bengio and Rafal Jozefowicz. 2016. Revisiting distributed synchronous SGD. arXiv preprint arXiv:1604.00981 (2016). Jianmin Chen Rajat Monga Samy Bengio and Rafal Jozefowicz. 2016. Revisiting distributed synchronous SGD. arXiv preprint arXiv:1604.00981 (2016).

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