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Distributed SLIDE: Enabling Training Large Neural Networks on Low Bandwidth and Simple CPU-Clusters via Model Parallelism and Sparsity


Jan 29, 2022
Minghao Yan, Nicholas Meisburger, Tharun Medini, Anshumali Shrivastava


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Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More


Mar 06, 2021
Shabnam Daghaghi, Nicholas Meisburger, Mengnan Zhao, Yong Wu, Sameh Gobriel, Charlie Tai, Anshumali Shrivastava


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Distributed Tera-Scale Similarity Search with MPI: Provably Efficient Similarity Search over billions without a Single Distance Computation


Aug 17, 2020
Nicholas Meisburger, Anshumali Shrivastava


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Tera-SLASH: A Distributed Energy-Efficient MPI based LSH System for Tera-Scale Similarity Search


Aug 05, 2020
Nicholas Meisburger, Anshumali Shrivastava


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