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Machine Learning on Amazon AWS GPU Instances

Chris Hager · published 22 November 2015

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http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using_cluster_computing.html

docs.aws.amazon.com

http://aws.amazon.com/ec2/instance-types/

aws.amazon.com

http://www.bit-tech.net/hardware/cpus/2012/03/06/intel-xeon-e5-2670-review/1

bit-tech.net

https://github.com/torch/torch7

github.com

http://deeplearning.net/software/theano/

deeplearning.net

https://github.com/torch/torch7/wiki/Cheatsheet

github.com

https://github.com/andreasjansson/simple-aws-gpu-setup

github.com

http://aws.amazon.com/marketplace/search/results/?searchTerms=NVIDIAGRID

aws.amazon.com

https://aws.amazon.com/ec2/spot/

aws.amazon.com

http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-spot-instances-history.html

docs.aws.amazon.com

http://aws.amazon.com/sdk-for-python/

aws.amazon.com

https://aws.amazon.com/ebs/pricing/

aws.amazon.com

http://aws.amazon.com

aws.amazon.com

https://github.com/brotchie/torch-ubuntu-gpu-ec2-install

github.com

http://blog.titocosta.com/post/110345699197/public-ec2-ami-with-torch-and-caffe-deep-learning

blog.titocosta.com

http://deeplearning.net/software/theano

deeplearning.net

http://markus.com/install-theano-on-aws/

markus.com

http://deeplearning.net/software/theano/install_ubuntu.html

deeplearning.net

http://www.tensorflow.org/

tensorflow.org

https://gist.github.com/Hello1024/bfbcb4616aadee62c68e

gist.github.com

https://twitter.com/metachris

twitter.com