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Busy GPUs: Sampling and pipelining method speeds up deep learning on large graphs

A machine-learning technique called SALIENT addresses key bottlenecks in computation with graph neural networks by optimizing usage of the hardware, particularly GPUs. This upgrade significantly reduces training and inference time on extensive datasets to keep pace with fast-moving and growing data in finance, social networks, and fraud detection in cryptocurrency. ....

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What is PyTorch? Python machine learning on GPUs

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch. ....

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What is PyTorch? Python machine learning on GPUs

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch. ....

United States , Google Colab , Amazon Web Services , Android Neural Networks , Idiap Research Institute , Deepmind Technologies , Google Cloud Platform , Neural Networks , Microsoft Learn , Pytorch Geometric , Pytorch Geometric ,