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insikt - GNN Training Optimization
ARGO: Auto-Tuning Runtime System for Scalable GNN Training on Multi-Core Processor
The author proposes ARGO, a novel runtime system for GNN training that offers scalable performance by exploiting multi-processing and core-binding techniques. The auto-tuner fine-tunes configurations automatically to improve platform resource utilization.
A Unified CPU-GPU Protocol for GNN Training: Improving Resource Utilization
Improving resource utilization in GNN training through a Unified CPU-GPU protocol.
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