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Optimizing Deep Learning Recommender Systems' Training On CPU Cluster Architectures


May 10, 2020
Dhiraj Kalamkar , Evangelos Georganas , Sudarshan Srinivasan , Jianping Chen , Mikhail Shiryaev , Alexander Heinecke


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On Scale-out Deep Learning Training for Cloud and HPC


Jan 24, 2018
Srinivas Sridharan , Karthikeyan Vaidyanathan , Dhiraj Kalamkar , Dipankar Das , Mikhail E. Smorkalov , Mikhail Shiryaev , Dheevatsa Mudigere , Naveen Mellempudi , Sasikanth Avancha , Bharat Kaul , Pradeep Dubey

* Accepted in SysML 2018 conference 

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Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data


Aug 17, 2017
Thorsten Kurth , Jian Zhang , Nadathur Satish , Ioannis Mitliagkas , Evan Racah , Mostofa Ali Patwary , Tareq Malas , Narayanan Sundaram , Wahid Bhimji , Mikhail Smorkalov , Jack Deslippe , Mikhail Shiryaev , Srinivas Sridharan , Prabhat , Pradeep Dubey

* 12 pages, 9 figures 

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