Evaluating Data-Parallel Distributed Training Strategies

Mapping Intimacies ◽

10.1109/comsnets53615.2022.9668349 ◽

2022 ◽

Author(s):

Ganesan Ponnuswami ◽

Sriram Kailasam ◽

Dileep Aroor Dinesh

Keyword(s):

Data Parallel ◽

Distributed Training ◽

Training Strategies

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Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition: A comparison of current training strategies

IEEE Signal Processing Magazine ◽

10.1109/msp.2020.2969859 ◽

2020 ◽

Vol 37 (3) ◽

pp. 39-49

Author(s):

Xiaodong Cui ◽

Wei Zhang ◽

Ulrich Finkler ◽

George Saon ◽

Michael Picheny ◽

...

Keyword(s):

Neural Network ◽

Speech Recognition ◽

Automatic Speech Recognition ◽

Deep Neural Network ◽

Acoustic Models ◽

Distributed Training ◽

Training Strategies

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Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster

Procedia Computer Science ◽

10.1016/j.procs.2017.05.074 ◽

2017 ◽

Vol 108 ◽

pp. 315-324 ◽

Author(s):

Víctor Campos ◽

Francesc Sastre ◽

Maurici Yagües ◽

Míriam Bellver ◽

Xavier Giró-i-Nieto ◽

...

Keyword(s):

Computer Vision ◽

Deep Learning ◽

Learning Algorithm ◽

Gpu Cluster ◽

Distributed Training ◽

Deep Learning Algorithm ◽

Training Strategies

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1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs

10.21437/interspeech.2014-274 ◽

2014 ◽

Author(s):

Frank Seide ◽

Hao Fu ◽

Jasha Droppo ◽

Gang Li ◽

Dong Yu

Keyword(s):

Gradient Descent ◽

Stochastic Gradient ◽

Stochastic Gradient Descent ◽

Data Parallel ◽

Distributed Training

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Introducing Augmentative Communication: Interactive Training Strategies

NSSLHA Journal ◽

10.1044/nsshla_14_68 ◽

1986 ◽

Vol 14 ◽

pp. 68-82

Author(s):

Caroline Musselwhite

Keyword(s):

Augmentative Communication ◽

Interactive Training ◽

Training Strategies

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Part-training strategies in simulated carrier landing final approach training

PsycEXTRA Dataset ◽

10.1037/e574172012-020 ◽

1984 ◽

Author(s):

Dennis C. Wightman ◽

Gavan Lintern

Keyword(s):

Approach Training ◽

Final Approach ◽

Training Strategies

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Technology and Procedures for Debriefing Distributed Training Should be Designed Simultaneously

PsycEXTRA Dataset ◽

10.1037/e578012012-002 ◽

2007 ◽

Author(s):

Emily Muthard Stelzer ◽

William J. Salter

Keyword(s):

Distributed Training

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Data-parallel line relaxation method for the Navier-Stokes equations

AIAA Journal ◽

10.2514/3.14012 ◽

1998 ◽

Vol 36 ◽

pp. 1603-1609 ◽

Author(s):

Michael J. Wright ◽

Graham V. Candler ◽

Deepak Bose

Keyword(s):

Stokes Equations ◽

Relaxation Method ◽

Parallel Line ◽

Navier Stokes ◽

Navier Stokes Equations ◽

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Distributed Training Technology Selection Advisor (TECHSELECT). (User's Manual)

10.21236/ada197083 ◽

1988 ◽

Author(s):

Joseph D. Hagman ◽

Jr Dykstra ◽

Dewey I.

Keyword(s):

Technology Selection ◽

Distributed Training

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Exploring the Relationship Between Distributed Training, Integrated Learning Environments, and Immersive Training Environments

10.21236/ada463181 ◽

2007 ◽

Author(s):

Adrienne Y. Lee

Keyword(s):

Learning Environments ◽

Integrated Learning ◽

Distributed Training ◽

The Relationship

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An Investigation of Mixup Training Strategies for Acoustic Models in ASR

10.21437/interspeech.2018-2191 ◽

2018 ◽

Author(s):

Ivan Medennikov ◽

Yuri Khokhlov ◽

Aleksei Romanenko ◽

Dmitry Popov ◽

Natalia Tomashenko ◽

...

Keyword(s):

Acoustic Models ◽

Training Strategies

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