CaffeECSExample

by JohnMount

JohnMount /CaffeECSExample

Example how to run a Caffe instance on EC2

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Trying to run Caffe on EC2

Complete instructions to configure an Ubuntu EC2 g-instance up to have Caffe and ffmpeg which is enough to create deep dream inception videos. These are my notes, take them for what they are.

Good for applying: * https://github.com/google/deepdream (haven't run this yet) * https://github.com/graphific/DeepDreamVideo (this one's scripts need a bit of care)

To use: * Start an EC2 instance * A g instance such as g2.8xlarge instance (cheaper if you go for spot instances) * OS: Ubuntu Server 14.04 LTS (HVM), SSD Volume Type - ami-5189a661 (Amazon's current offering) * Must go to instance details to make sure you have more storage (I used 64GB) * Follow the many steps in steps.txt

Example image

Credit to the original deep dream inception authors: * Alexander Mordvintsev * Christopher Olah * Mike Tyka * http://googleresearch.blogspot.ch/2015/06/inceptionism-going-deeper-into-neural.html

To the Caffe project: * http://caffe.berkeleyvision.org * BVLC AMI: https://github.com/BVLC/caffe/wiki/Caffe-on-EC2-Ubuntu-14.04-Cuda-7

An alternative is a ready to go Docker image (I have not tested this): * https://github.com/VISIONAI/clouddream

And to the authors of the referenced guides (credited where they are used in steps.txt).

See also: * https://photos.google.com/share/AF1QipPX0SCl7OzWilt9LnuQliattX4OUCj8EP65cTVnBmS1jnYgsGQAieQUc1VQWdgQ?key=aVBxWjhwSzg2RjJWLWRuVFBBZEN1d205bUdEMnhB * https://github.com/BVLC/caffe/wiki/Install-Caffe-on-EC2-from-scratch-(Ubuntu,-CUDA-7,-cuDNN) * https://github.com/graphific/DeepDreamVideo (this one's scripts need a bit of care) * https://github.com/samim23/DeepDreamAnim (this one was slow for me, and did not re-assemble frames in correct order) * http://rocknrollnerd.github.io/ml/2015/05/27/leopard-sofa.html * https://news.ycombinator.com/item?id=9749660 * http://www.win-vector.com/blog/2015/06/neural-net-image-salad-again-with-code/ * https://www.reddit.com/r/deepdream/ * https://news.ycombinator.com/item?id=9865398

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