gpu demo box setup.sh

prebuilt_startup.sh

#!/bin/bash
cd ~/pydata2015
git pull

source ~/miniconda2/bin/activate py27
# register with landing page
curl --form ip="`curl http://169.254.169.254/latest/meta-data/public-ipv4`" http://pydata.ebenolson.com/addip

# start notebook server
ipython notebook --ip="*"

pydata_launch.sh

USERDATA=$(curl https://gist.githubusercontent.com/ebenolson/3246cbecadc9e160c93b/raw/setup.sh | base64 -w 0)

aws ec2 request-spot-instances \
    --spot-price "0.35" \
    --instance-count 1 \
    --launch-specification \
        "{\
            \"Placement\": {\"AvailabilityZone\": \"us-east-1d\"}, \
            \"ImageId\": \"ami-1117a87a\", \
            \"KeyName\": \"MyKeyPair\", \
            \"BlockDeviceMappings\": [{\"DeviceName\": \"/dev/sda1\", \"Ebs\": {\"DeleteOnTermination\": true, \"VolumeSize\": 30, \"VolumeType\": \"standard\"}}], \
            \"SecurityGroupIds\": [\"sg-1ee4ca74\"], \
            \"SecurityGroups\":[\"pydata\"], \
            \"EbsOptimized\": false, \
            \"UserData\":\"$USERDATA\", \
            \"InstanceType\": \"g2.2xlarge\" \
        }"

setup.sh

#!/bin/bash
su ubuntu
cd ~
mkdir tmp_setup
cd tmp_setup

sudo apt-get update
sudo DEBIAN_FRONTEND=noninteractive apt-get install graphviz
sudo apt-get clean

# install CuDNN
wget https://s3.amazonaws.com/emolson/pydata/cudnn-7.0-linux-x64-v3.0-prod.tgz
tar -xf cudnn-7.0-linux-x64-v3.0-prod.tgz
sudo cp cuda/lib64/* /usr/local/cuda/lib64
sudo cp cuda/include/* /usr/local/cuda/include

# install Miniconda
wget https://repo.continuum.io/miniconda/Miniconda-latest-Linux-x86_64.sh
sudo bash Miniconda-latest-Linux-x86_64.sh -b

# set up conda env
~/miniconda2/bin/conda create -n py27 python=2.7 -y
source ~/miniconda2/bin/activate py27
conda install -y numpy
conda install -y jupyter
conda install -y matplotlib
conda install -y scikit-learn 
conda install -y pydot pydot2
conda install -y scipy
conda install -y scikit-image

# set up theano and lasagne
pip install --upgrade --no-deps git+git://github.com/Theano/Theano.git
pip install --upgrade git+git://github.com/Lasagne/Lasagne.git
echo -e "\n[global]\nfloatX=float32\ndevice=gpu\n[mode]=FAST_RUN\n\n[nvcc]\nfastmath=True\n\n[cuda]\nroot=/usr/local/cuda" >> ~/.theanorc

wget https://gist.githubusercontent.com/ebenolson/3246cbecadc9e160c93b/raw/startup.sh
bash startup.sh

startup.sh

# fetch content
cd ~
git clone https://github.com/ebenolson/pydata2015.git
cd pydata2015

# register with landing page
curl --form ip="`curl http://169.254.169.254/latest/meta-data/public-ipv4`" http://pydata.ebenolson.com/addip

# start notebook server
ipython notebook --ip="*"