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AlexNet proves GPUs can transform deep learning

From The Global AI Chip War: GPUs, Foundries and the Race for Computing Power

  1. Breakthrough

    AlexNet proves GPUs can transform deep learning

    A GPU-trained neural network achieved a decisive improvement in the ImageNet image-recognition competition.

    AlexNet used two Nvidia GPUs to train a large convolutional neural network. Its result helped convince researchers that parallel accelerators could make much larger AI models practical, linking advances in algorithms to demand for specialised computing hardware.
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