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Codebase for the paper "Is it worth storing gradients?"

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yashmaurya01/Is-it-worth-storing-gradients

 
 

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Steps on how to reproduce the result

1)Upload nonIID_DPsgd_Final.ipynb onto colab, create Colab compute engines on GCP and connect the notebook to the vm

#We would recommend T4 GPU and it would take about 3 days to fully run the simulations.

2)Run the notebook to create the csv

3)Use FL_report_vis.ipynb to create visualisations and reproduce the findings

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Codebase for the paper "Is it worth storing gradients?"

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  • Jupyter Notebook 96.3%
  • Python 3.7%