NMT安装

CentOS7 安装pip 

Prerequest

yum -y install epel-release
yum -y install python-pip
pip install --upgrade pip
Alternative:
  pip install tensorflow
  pip install tensorflow-gpu
in python prompt:
  import tensorflow as tf
  hello = tf.constant('Hello, TensorFlow!')
  sess = tf.Session()
  print(sess.run(hello))
git clone https://github.com/tensorflow/nmt

Installation

Simple Trainning
nmt/scripts/download_iwslt15.sh /tmp/nmt_data
mkdir /tmp/nmt_model
python -m nmt.nmt \
    --src=vi --tgt=en \
    --vocab_prefix=/tmp/nmt_data/vocab  \
    --train_prefix=/tmp/nmt_data/train \
    --dev_prefix=/tmp/nmt_data/tst2012  \
    --test_prefix=/tmp/nmt_data/tst2013 \
    --out_dir=/tmp/nmt_model \
    --num_train_steps=12000 \
    --steps_per_stats=100 \
    --num_layers=2 \
    --num_units=128 \
    --dropout=0.2 \
    --metrics=bleu

Reference:

https://ehlxr.me/2017/01/07/CentOS-7-%E5%AE%89%E8%A3%85-Python3%E3%80%81pip3/
https://www.tensorflow.org/install/install_linux#ValidateYourInstallation
https://github.com/tensorflow/nmt