An initial workflow for tabular deep learning, tested on the mortgage dataset, to be used for profiling I/O and GPU/CPU Usage.
Launch with an up to date version of the rapids container. Additional libraries are pip installed from within the notebook.
Docker run --runtime=nvidia -v /datasets/mortgage/post_etl/dnn/:/data/mortgage/ --rm -it -p 8888:8888 -p 8787:8787 -p 8786:8786 rapidsai/rapidsai:latest