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.
Without GPU (CPU only):
If using a GPU:
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
docker build -t chapter_7:latest .
More information can be found at: Deep Learning for NLP and Speech Recognition by Springer