1 code implementation • 3 Nov 2023 • Aditya Desai, Benjamin Meisburger, Zichang Liu, Anshumali Shrivastava
To include data from all devices in federated learning, we must enable collective training of embedding tables on devices with heterogeneous memory capacities.
2 code implementations • 30 Mar 2023 • Nicholas Meisburger, Vihan Lakshman, Benito Geordie, Joshua Engels, David Torres Ramos, Pratik Pranav, Benjamin Coleman, Benjamin Meisburger, Shubh Gupta, Yashwanth Adunukota, Tharun Medini, Anshumali Shrivastava
Efficient large-scale neural network training and inference on commodity CPU hardware is of immense practical significance in democratizing deep learning (DL) capabilities.
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