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09/03/2023
FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs
The rapid growth of memory and computation requirements of large languag...
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07/20/2022
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching
Recent advanced studies have spent considerable human efforts on optimiz...
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05/29/2020
Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format
Multiplication of a sparse matrix to a dense matrix (SpDM) is widely use...
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05/27/2020
Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges
In recent years, distributed deep learning techniques are widely deploye...
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03/10/2020
Communication-Efficient Distributed Deep Learning: A Comprehensive Survey
Distributed deep learning becomes very common to reduce the overall trai...
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11/09/2017
