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Deepdream Docker image setup instructions
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#!/usr/bin/env bash | |
# Assuming OS X Yosemite 10.10.4 | |
# Install the Homebrew package manager if you don't already use it; see source http://brew.sh | |
ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)" | |
# Install VirtualBox by hand or with homebrew | |
# By hand: https://www.virtualbox.org/wiki/Downloads | |
# Homebrew: | |
brew cask install virtualbox | |
# Install boot2docker and Docker | |
brew install boot2docker docker | |
# Initialize your boot2docker virtual machine | |
boot2docker init | |
# Start your boot2docker virtual machine | |
boot2docker up | |
# Setup your docker environment variables | |
eval "$(boot2docker shellinit)" | |
# Make an images directory | |
mkdir -p images | |
# Copy the image you want to use to images/ | |
cp XYZ.jpg images/ | |
# Run deepdream via docker, specifying the neural network layer objective to maximize as the last argument; | |
# 'inception_4c/output' is the default which makes puppyslugs. | |
# See https://registry.hub.docker.com/u/mjibson/deepdream/ | |
docker run --rm -v `pwd`/images:/images mjibson/deepdream 'file:///images/XYZ.jpg' 'inception_4c/output' | |
# Neural network layer objectives: | |
# ['data', | |
# 'conv1/7x7_s2', | |
# 'pool1/3x3_s2', | |
# 'pool1/norm1', | |
# 'conv2/3x3_reduce', | |
# 'conv2/3x3', | |
# 'conv2/norm2', | |
# 'pool2/3x3_s2', | |
# 'pool2/3x3_s2_pool2/3x3_s2_0_split_0', | |
# 'pool2/3x3_s2_pool2/3x3_s2_0_split_1', | |
# 'pool2/3x3_s2_pool2/3x3_s2_0_split_2', | |
# 'pool2/3x3_s2_pool2/3x3_s2_0_split_3', | |
# 'inception_3a/1x1', | |
# 'inception_3a/3x3_reduce', | |
# 'inception_3a/3x3', | |
# 'inception_3a/5x5_reduce', | |
# 'inception_3a/5x5', | |
# 'inception_3a/pool', | |
# 'inception_3a/pool_proj', | |
# 'inception_3a/output', | |
# 'inception_3a/output_inception_3a/output_0_split_0', | |
# 'inception_3a/output_inception_3a/output_0_split_1', | |
# 'inception_3a/output_inception_3a/output_0_split_2', | |
# 'inception_3a/output_inception_3a/output_0_split_3', | |
# 'inception_3b/1x1', | |
# 'inception_3b/3x3_reduce', | |
# 'inception_3b/3x3', | |
# 'inception_3b/5x5_reduce', | |
# 'inception_3b/5x5', | |
# 'inception_3b/pool', | |
# 'inception_3b/pool_proj', | |
# 'inception_3b/output', | |
# 'pool3/3x3_s2', | |
# 'pool3/3x3_s2_pool3/3x3_s2_0_split_0', | |
# 'pool3/3x3_s2_pool3/3x3_s2_0_split_1', | |
# 'pool3/3x3_s2_pool3/3x3_s2_0_split_2', | |
# 'pool3/3x3_s2_pool3/3x3_s2_0_split_3', | |
# 'inception_4a/1x1', | |
# 'inception_4a/3x3_reduce', | |
# 'inception_4a/3x3', | |
# 'inception_4a/5x5_reduce', | |
# 'inception_4a/5x5', | |
# 'inception_4a/pool', | |
# 'inception_4a/pool_proj', | |
# 'inception_4a/output', | |
# 'inception_4a/output_inception_4a/output_0_split_0', | |
# 'inception_4a/output_inception_4a/output_0_split_1', | |
# 'inception_4a/output_inception_4a/output_0_split_2', | |
# 'inception_4a/output_inception_4a/output_0_split_3', | |
# 'inception_4b/1x1', | |
# 'inception_4b/3x3_reduce', | |
# 'inception_4b/3x3', | |
# 'inception_4b/5x5_reduce', | |
# 'inception_4b/5x5', | |
# 'inception_4b/pool', | |
# 'inception_4b/pool_proj', | |
# 'inception_4b/output', | |
# 'inception_4b/output_inception_4b/output_0_split_0', | |
# 'inception_4b/output_inception_4b/output_0_split_1', | |
# 'inception_4b/output_inception_4b/output_0_split_2', | |
# 'inception_4b/output_inception_4b/output_0_split_3', | |
# 'inception_4c/1x1', | |
# 'inception_4c/3x3_reduce', | |
# 'inception_4c/3x3', | |
# 'inception_4c/5x5_reduce', | |
# 'inception_4c/5x5', | |
# 'inception_4c/pool', | |
# 'inception_4c/pool_proj', | |
# 'inception_4c/output', | |
# 'inception_4c/output_inception_4c/output_0_split_0', | |
# 'inception_4c/output_inception_4c/output_0_split_1', | |
# 'inception_4c/output_inception_4c/output_0_split_2', | |
# 'inception_4c/output_inception_4c/output_0_split_3', | |
# 'inception_4d/1x1', | |
# 'inception_4d/3x3_reduce', | |
# 'inception_4d/3x3', | |
# 'inception_4d/5x5_reduce', | |
# 'inception_4d/5x5', | |
# 'inception_4d/pool', | |
# 'inception_4d/pool_proj', | |
# 'inception_4d/output', | |
# 'inception_4d/output_inception_4d/output_0_split_0', | |
# 'inception_4d/output_inception_4d/output_0_split_1', | |
# 'inception_4d/output_inception_4d/output_0_split_2', | |
# 'inception_4d/output_inception_4d/output_0_split_3', | |
# 'inception_4e/1x1', | |
# 'inception_4e/3x3_reduce', | |
# 'inception_4e/3x3', | |
# 'inception_4e/5x5_reduce', | |
# 'inception_4e/5x5', | |
# 'inception_4e/pool', | |
# 'inception_4e/pool_proj', | |
# 'inception_4e/output', | |
# 'pool4/3x3_s2', | |
# 'pool4/3x3_s2_pool4/3x3_s2_0_split_0', | |
# 'pool4/3x3_s2_pool4/3x3_s2_0_split_1', | |
# 'pool4/3x3_s2_pool4/3x3_s2_0_split_2', | |
# 'pool4/3x3_s2_pool4/3x3_s2_0_split_3', | |
# 'inception_5a/1x1', | |
# 'inception_5a/3x3_reduce', | |
# 'inception_5a/3x3', | |
# 'inception_5a/5x5_reduce', | |
# 'inception_5a/5x5', | |
# 'inception_5a/pool', | |
# 'inception_5a/pool_proj', | |
# 'inception_5a/output', | |
# 'inception_5a/output_inception_5a/output_0_split_0', | |
# 'inception_5a/output_inception_5a/output_0_split_1', | |
# 'inception_5a/output_inception_5a/output_0_split_2', | |
# 'inception_5a/output_inception_5a/output_0_split_3', | |
# 'inception_5b/1x1', | |
# 'inception_5b/3x3_reduce', | |
# 'inception_5b/3x3', | |
# 'inception_5b/5x5_reduce', | |
# 'inception_5b/5x5', | |
# 'inception_5b/pool', | |
# 'inception_5b/pool_proj', | |
# 'inception_5b/output', | |
# 'pool5/7x7_s1', | |
# 'loss3/classifier', | |
# 'prob'] |
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Hey one question did it runs with cuda. If not do you have a solution for cuda because it runs really slow.