Infrastructure/software/pytorch

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Background

PyTorch is one of the widely used programming frameworks for Deep Learning; in and of itself it is not NLP-specific, but it is a critical dependency for several of the NLPL strands of activity.

Installation on Abel

The module nlpl-pytorch provides a PyTorch installation in a Python 3.5 virtual environment. 

module purge
module load cuda/8.0
module load python3/3.5.0

cd /projects/nlpl/software
mkdir pytorch
virtualenv pytorch/0.4.1

Next, we need to create a module definition, in this case /projects/nlpl/software/modulefiles/nlpl-pytorch/0.4.1. 

module load nlpl-pytorch/0.4.1
pip install --upgrade pip
pip install --upgrade numpy pillow six
pip install torch torchvision

wget -O /tmp/requirements.txt \
  https://raw.githubusercontent.com/OpenNMT/OpenNMT-py/master/requirements.txt
pip install -r /tmp/requirements.txt
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