Jinhui Yuan | DeepAI

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∙ 03/11/2023

OCCL: a Deadlock-free Library for GPU Collective Communication

Various distributed deep neural network (DNN) training technologies lead...

0 Lichen Pan, et al. ∙

∙ 02/13/2023

SWIFT: Expedited Failure Recovery for Large-scale DNN Training

As the size of deep learning models gets larger and larger, training tak...

0 Yuchen Zhong, et al. ∙

∙ 01/17/2023

AutoDDL: Automatic Distributed Deep Learning with Asymptotically Optimal Communication

Recent advances in deep learning base on growing model sizes and the nec...

0 Jinfan Chen, et al. ∙

∙ 10/28/2021

OneFlow: Redesign the Distributed Deep Learning Framework from Scratch

Deep learning frameworks such as TensorFlow and PyTorch provide a produc...

0 Jinhui Yuan, et al. ∙

∙ 05/27/2021

Learning Structures for Deep Neural Networks

In this paper, we focus on the unsupervised setting for structure learni...

0 Jinhui Yuan, et al. ∙

∙ 12/04/2014

LightLDA: Big Topic Models on Modest Compute Clusters

When building large-scale machine learning (ML) programs, such as big to...

0 Jinhui Yuan, et al. ∙

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