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PPPLDeepLearning / plasma-python

PPPL deep learning disruption prediction package
http://tigress-web.princeton.edu/~alexeys/docs-web/html/
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regarding paper describing this model #31

Closed wenouyang closed 6 years ago

wenouyang commented 6 years ago

Hi, thanks for sharing the code, Are there any research paper discussing this model?

Thanks.

ASvyatkovskiy commented 6 years ago

Following paper discusses some aspects of the model (mainly, mixed precision float training): https://dl.acm.org/citation.cfm?id=3146358

It also discusses the distributed training algorithm, learning rate scheduling, and the neural network architecture.

We have another paper which is now submitted to a journal, it will become available soon.