ML Anthology

Dubey, Pradeep

3 publications

ICLR 2018 Mixed Precision Training of Convolutional Neural Networks Using Integer Operations Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere, Dhiraj Kalamkar, Sasikanth Avancha, Kunal Banerjee, Srinivas Sridharan, Karthik Vaidyanathan, Bharat Kaul, Evangelos Georganas, Alexander Heinecke, Pradeep Dubey, Jesus Corbal, Nikita Shustrov, Roma Dubtsov, Evarist Fomenko, Vadim Pirogov
ICLR 2017 Faster CNNs with Direct Sparse Convolutions and Guided Pruning Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey
ICLR 2016 BlackOut: Speeding up Recurrent Neural Network Language Models with Very Large Vocabularies Shihao Ji, S. V. N. Vishwanathan, Nadathur Satish, Michael J. Anderson, Pradeep Dubey