A BF16 FMA is All You Need for DNN Training

Author:

Osorio John1ORCID,Armejach Adria1ORCID,Petit Eric2,Henry Greg2,Casas Marc1

Affiliation:

1. Department of Computer Science, Barcelona Supercomputing Center, Barcelona, Spain

2. Intel Corporation, Portland, OR, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Human-Computer Interaction,Information Systems,Computer Science (miscellaneous)

Reference40 articles.

1. Dorefa-net: Training low bitwidth convolutional neural networks with low bitwidth gradients;zhou,2016

2. Introducing 2nd generation IPU systems for AI at scale;toon,2020

3. Intel deep neural network library,0

4. Pytorch;paszke,2020

5. Neural graph collaborative filtering algorithm in pytorch,0

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