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From Marco de Abreu <marco.g.ab...@googlemail.com.INVALID>
Subject Re: [Launch Announcement] Dynamic training with Apache MXNet
Date Fri, 30 Nov 2018 00:03:54 GMT
Awesome project! Great job everyone.

Am Do., 29. Nov. 2018, 19:55 hat Kumar, Vikas <vikumar@amazon.com.invalid>
geschrieben:

> A big thanks to Qi Qiao < https://github.com/mirocody > for making it
> easy for users to set up a cluster for dynamic training using
> cloudformation.
>
> From: "Kumar, Vikas" <vikumar@amazon.com>
> Date: Thursday, November 29, 2018 at 10:26 AM
> To: "dev@mxnet.incubator.apache.org" <dev@mxnet.incubator.apache.org>
> Subject: [Launch Announcement] Dynamic training with Apache MXNet
>
> Hello MXNet community,
>
> MXNet users can now use Dynamic Training(DT) for Deep learning models with
> Apache MXNet. DT helps to reducing training cost and training time by
> adding elasticity to the distributed training cluster. DT also helps in
> increasing instance pool utilization. With DT unused instances can be used
> to speed up training and then instances can be removed from training
> cluster at a later time to be used by some other application.
> For details, refer to DT blog<
> https://aws.amazon.com/blogs/machine-learning/introducing-dynamic-training-for-deep-learning-with-amazon-ec2/
> >.
> Developers should be able to integrate Dynamic training in their existing
> distributed training code, with introduction of few extra lines of code<
> https://github.com/awslabs/dynamic-training-with-apache-mxnet-on-aws#writing-a-distributed-training-script
> >.
>
> Thank you for all the contributors – Vikas Kumar <
> https://github.com/Vikas89 >, Haibin Lin <
> https://github.com/eric-haibin-lin>, Andrea Olgiati <
> https://github.com/andreaolgiati/><https://github.com/andreaolgiati/> ,
> Mu Li < https://github.com/mli >, Hagay Lupesko <
> https://github.com/lupesko>, Markham Aaron <
> https://github.com/aaronmarkham > , Sergey Sokolov <
> https://github.com/Ishitori> , Qi Qiao < https://github.com/mirocody >
>
> This is an effort towards making training neural networks cheap and fast.
> We welcome your contributions to the repo -
> https://github.com/awslabs/dynamic-training-with-apache-mxnet-on-aws . We
> would love to hear feedback and ideas in this direction.
>
> Thanks
> Vikas
>

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