Parcourir Sciences Et Techniques par sujet "distributed computing"
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Distributed Deep Learning: From Single-Node to Multi-Node Architecture
2022, HE en HainautArticle scientifiqueDuring the last years, deep learning (DL) models have been used in several applications with large datasets and complex models. These applications require methods to train models faster, such as distributed deep learning (DDL). This paper proposes an empirical approach aiming to measure the speedup of DDL achieved by using different parallelism strategies on the nodes. Local parallelism is considered ...