Joint Dynamic Data and Model Parallelism for Distributed Training of DNNs over Heterogeneous Infrastructure
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS(2025)
Key words
Training,Data models,Pipelines,Optimization,Synchronization,Parallel processing,Scalability,Partitioning algorithms,Costs,Computational modeling,Distributed deep learning system,data parallel,model parallel,data assignment,model partitioning
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