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Novel out-of-core mechanism introduced for large-scale graph neural network training
Graph neural networks (GNNs) have demonstrated strengths in areas such as recommendation systems, natural language processing, computational ... CPU and GPU during the backpropagation process ...
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USTC proposes a novel out-of-core large-scale graph neural network training system
Graph Neural Networks (GNNs) have demonstrated strengths in areas such as recommendation systems, natural language processing, computational ... CPU and GPU during the backpropagation process ...
ZDNet6y
The AI chip unicorn that's about to revolutionize everything has computational Graph at its Core
He cites the success of ARM mobile processors versus incumbents of the time as an example. Also ... Poplar is built around a computational graph abstraction, the intermediate representation ...