Tag: distributed training
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ScaleGNN: Scalable Mini-batch GNN Training with 4D Parallelism
Discover ScaleGNN's communication-free sampling and 4D hybrid parallelism for efficient, scalable mini-batch training of graph neural networks on large dat...
Fast Distributed Training for Seismic Models on AWS
Discover how TGS accelerated seismic model training from 6 months to 5 days using Amazon SageMaker HyperPod with expanded context windows.
Byzantine-Robust & Efficient Distributed Training Methods
Discover compressive and cyclic gradient coding for Byzantine-robust, communication-efficient distributed training with improved resilience and reduced err...