119 citations
- Tsinghua UniversityCN7 papers
- Zhejiang LabCN3 papers
- Inner Mongolia University of Finance and EconomicsCN2 papers
- PLA Information Engineering UniversityCN2 papers
- Academy of Mathematics and Systems ScienceCN1 paper
- Central China Normal UniversityCN1 paper
- Centre de GéosciencesFR1 paper
- Chinese Academy of SciencesCN1 paper
- Deutscher WetterdienstDE1 paper
- Fudan UniversityCN1 paper
- Hong Kong Polytechnic UniversityHK1 paper
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cs.DC2025
HARP: Orchestrating Automated Parallel Training on Heterogeneous GPU Clusters
Antian Liang, Zhigang Zhao, Kai Zhang +6
With the rapid evolution of GPU architectures, the heterogeneity of model training infrastructures is steadily increasing. In such environments, effectively utilizing all available…
cs.DC2022★ 11 cited
Lifetime-based Optimization for Simulating Quantum Circuits on a New Sunway Supercomputer
Yaojian Chen, Yong Liu, Xinmin Shi +8
High-performance classical simulator for quantum circuits, in particular the tensor network contraction algorithm, has become an important tool for the validation of noisy quantum…
cs.DC2018★ 39 cited
RedSync : Reducing Synchronization Traffic for Distributed Deep Learning
Jiarui Fang, Haohuan Fu, Guangwen Yang +1
Data parallelism has become a dominant method to scale Deep Neural Network (DNN) training across multiple nodes. Since synchronizing a large number of gradients of the local model…