About Chen-Yu (Elton) Ho Chen-Yu (Elton) Ho Ph.D. Student, Computer Science Education Ph.D. in Computer Science, 2019-present KAUST M.S. in Computer Science, 2019 KAUST B.S. in Engineering Science and Ocean Engineering, 2016 National Taiwan University Events Presented Events Aug 13 - Aug 19, 2023 Tackling the Communication Bottlenecks of Distributed Deep Learning Training Workloads Chen-Yu (Elton) Ho, Ph.D. Student, Computer Science Aug 14, 08:00 - 10:00 B2 L5 R5220 This presentation will focus on addressing the communication bottlenecks in distributed deep learning (DDL) training workloads. Deep neural networks (DNNs) are widely used in various domains, but training them can be time-consuming, especially with large models and datasets. Three innovative solutions are proposed and evaluated in the dissertation.
Tackling the Communication Bottlenecks of Distributed Deep Learning Training Workloads Chen-Yu (Elton) Ho, Ph.D. Student, Computer Science Aug 14, 08:00 - 10:00 B2 L5 R5220 This presentation will focus on addressing the communication bottlenecks in distributed deep learning (DDL) training workloads. Deep neural networks (DNNs) are widely used in various domains, but training them can be time-consuming, especially with large models and datasets. Three innovative solutions are proposed and evaluated in the dissertation.
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