Switchable Precision Neural Networks

    Guerra Luis
    Guerra Luis
    Drummond Tom
    Drummond Tom
    Cited by: 0|Bibtex|Views14|Links

    Abstract:

    Instantaneous and on demand accuracy-efficiency trade-off has been recently explored in the context of neural networks slimming. In this paper, we propose a flexible quantization strategy, termed Switchable Precision neural Networks (SP-Nets), to train a shared network capable of operating at multiple quantization levels. At runtime, th...More

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