https://medium.com/google-cloud/using-a-gpu-tensorflow-on-google-cloud-platform-1a2458f42b0

https://github.com/udibr/pointer-generator

#!/bin/bash
echo "Checking for CUDA and installing."
# Check for CUDA and try to install.
if ! dpkg-query -W cuda; then
  # The 16.04 installer works with 16.10.
  curl -O http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1604_8.0.61-1_amd64.deb
  dpkg -i ./cuda-repo-ubuntu1604_8.0.61-1_amd64.deb
  apt-get update
  apt-get install cuda -y
fi


wget --user basti --password ########### http://www.sprachprofil.de/cudnn-8.0-linux-x64-v7.tgz
wget --user basti --password ########### http://www.sprachprofil.de/dowsery-demo2v14.tar.bz2


tar xzvf cudnn-8.0-linux-x64-v7.tgz
sudo cp cuda/lib64/* /usr/local/cuda/lib64/
sudo cp cuda/include/cudnn.h /usr/local/cuda/include/

wget --user basti --password ########### http://www.sprachprofil.de/dowsery-demo.tar.bz2
wget --user basti --password ########### http://www.sprachprofil.de/t.zip
wget --user basti --password ########### http://www.sprachprofil.de/data.tar
wget --user basti --password ########### http://www.sprachprofil.de/data2.tar
wget --user basti --password ########### http://www.sprachprofil.de/pointer-generator2.tar
wget --user basti --password ########### http://www.sprachprofil.de/decode.py

export CUDA_HOME=/usr/local/cuda
export PATH=$PATH:$CUDA_HOME/bin
export LD_LIBRARY_PATH=$CUDA_HOME/lib64
export LD_LIBRARY_PATH=/usr/local/cuda/lib64/

cd /usr/local/cuda/lib64/
ln -s libcudnn.so.7.0.1 libcudnn.so.6


apt-get install python-dev python-pip libcupti-dev
pip2 install tensorflow-gpu

pip3 install pyrouge
pip2 install pyrouge

pip3 install nltk
pip2 install nltk
python3 -m nltk.downloader all
python -m nltk.downloader all

pip3 install stop_words
pip3 install unidecode

pip install stop_words
pip install unidecode

python3 textsum_data_convert.py --command text_to_binary --in_directories train_data --out_files binary_data/dowsery-train.bin,binary_data/dowsery-validation.bin,binary_data/dowsery-test.bin --split 0.9,0.05,0.05

python3 textsum_data_convert.py --command text_to_vocabulary --in_directories train_data --out_files binary_data/vocab.bin




python3 pointer-generator2/run_summarization.py --mode=train --data_path=binary_data/dowsery-* --vocab_path=binary_data/vocab.bin --log_root=binary_data --exp_name=myexperiment1


python3 pointer-generator2/run_summarization.py --mode=decode --data_path=binary_data/dowsery-train.bin --vocab_path=binary_data/vocab.bin --log_root=binary_data --exp_name=myexperiment2000


Reduce vocabulary size
ls -lh myexperiment2000/train/ && cp -R myexperiment2000/train/ ~

python pointer-generator2/run_summarization.py --mode=train --data_path=binary_data/dowsery-* --vocab_path=binary_data/vocab.bin --log_root=binary_data --exp_name=myexperiment3000

python pointer-generator2/run_summarization.py --mode=train --data_path=binary_data/dowsery-* --vocab_path=binary_data/vocab.bin --log_root=binary_data --exp_name=myexperiment5000

python pointer-generator2/sample_decoder.py --mode=decode --data_path=binary_data/dowsery-train.bin --vocab_path=binary_data/vocab.bin --log_root=binary_data --exp_name=myexperiment5000

model.ckpt-117191

5.189.160.52	VPS 	2S3XsNtzG9b8WnlQ