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03/30/2023
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Neural Networks on Commodity CPU Hardware
Efficient large-scale neural network training and inference on commodity...
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01/29/2022
Distributed SLIDE: Enabling Training Large Neural Networks on Low Bandwidth and Simple CPU-Clusters via Model Parallelism and Sparsity
More than 70 of these idle compute are cheap CPUs with few cores that ar...
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03/06/2021
Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More
Deep learning implementations on CPUs (Central Processing Units) are gai...
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08/05/2020
