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An initial workflow for tabular deep learning, tested on the mortgage dataset, to be used for profiling I/O and GPU/CPU Usage.

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MortgageWorkflowA

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

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An initial workflow for tabular deep learning, tested on the mortgage dataset, to be used for profiling I/O and GPU/CPU Usage.

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  • Jupyter Notebook 63.0%
  • Python 37.0%