Chapter 7 - Recurrent Neural Networks

This case study explores recurrent neural networks on Neural Machine Translation. Upon starting the docker container, a jupyter server will start up. The Chapter 7 notebook will walk through the experiments performed.

Requirements

Without GPU (CPU only):

• Docker

If using a GPU:

• Nvidia docker2

Running the Docker Image

The docker images for this case study are located on dockerhub. Running the commands below will automatically download and start a jupyter notebook.

Run the Docker image for CPU only computation:

docker run -p 8888:8888 --rm springernlp/chapter_7:latest

Run the Docker image with GPU access:

docker run --runtime=nvidia -p 8888:8888 --rm springernlp/chapter_7:latest

Building the Docker image

docker build -t chapter_7:latest .

Book Reference

More information can be found at: Deep Learning for NLP and Speech Recognition by Springer