CaffeECSExample

CaffeECSExample copied to clipboard

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

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/AF1QipPX0SCl7OzWilt9LnuQliattX4OUCj_8EP65_cTVnBmS1jnYgsGQAieQUc1VQWdgQ?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