Jan 13, 2022 · SketchDLC is capable to analyze captured fine-grained communication records from multiple perspectives. Unfortunately, it has to pay high time ...

In this paper, we make the first attempt to propose an open-sourced, fine-grained and user-friendly communication measurement tool on top of MXNet, called ...

In this article, we first provide detailed analyses about the communication mechanism of MXNet, which is a representative framework for distributed DL. Secondly ...

To the best of our knowledge, we make the first attempt to capture the communication trace for DL training. In this article, we first provide detailed analyses ...

vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization. NPC 2021: 28-39. [+][–]. Coauthor network. maximize.

vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization · CP-SGD: Distributed stochastic gradient descent with ...

Jun 24, 2024 · vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization. NPC 2021: 28-39. [c49]. view.

vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization.

vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization. Yanghai WangShuo OuyangDezun DongEnda YuXiangke Liao.