Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization

18 August 2017

Papers citing "Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization"

8 / 8 papers shown

Title
Training and Inference Efficiency of Encoder-Decoder Speech Models Piotr .Zelasko Kunal Dhawan Daniel Galvez Krishna Puvvada Ankita Pasad Nithin Rao Koluguri Ke Hu Vitaly Lavrukhin Jagadeesh Balam Boris Ginsburg 96 0 0 07 Mar 2025
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 201 2,340 0 09 May 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 42 21 0 06 Jan 2016
BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies Shihao Ji S.V.N. Vishwanathan N. Satish Michael J. Anderson Pradeep Dubey 71 77 0 21 Nov 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 598 12,734 0 11 Dec 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 87 560 0 17 Oct 2014
Dropout improves Recurrent Neural Networks for Handwriting Recognition Vu Pham Théodore Bluche Christopher Kermorvant J. Louradour 111 567 0 05 Nov 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 161 6,630 0 22 Dec 2012