torch-rnn-aws-setup.sh

#!/bin/bash

set -uxe

export LC_CTYPE=en_US.UTF-8

cd ~
wget https://developer.nvidia.com/compute/cuda/8.0/Prod2/local_installers/cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb
sudo dpkg -i cuda-repo-ubuntu1604-8-0-local-ga2_8.0.61-1_amd64-deb
sudo apt-get update
sudo apt-get -y install cuda python2.7-dev libhdf5-dev mc htop virtualenv

git clone https://github.com/torch/distro.git ~/torch --recursive
cd ~/torch
bash install-deps
./install.sh
source ~/.bashrc

luarocks install torch
luarocks install nn
luarocks install optim
luarocks install lua-cjson

git clone https://github.com/deepmind/torch-hdf5 ~/torch-hdf5
cd ~/torch-hdf5
luarocks make hdf5-0-0.rockspec

luarocks install cutorch
luarocks install cunn

git clone https://github.com/jcjohnson/torch-rnn.git
cd torch-rnn
virtualenv venv
source venv/bin/activate
pip install -r requirements.txt

python scripts/preprocess.py --input_txt data/tiny-shakespeare.txt --output_h5 tiny-shakespeare.h5 --output_json tiny-shakespeare.json
th train.lua -input_h5 tiny-shakespeare.h5 -input_json tiny-shakespeare.json