Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks

17 Apr 2020Gil ShomronUri Weiser

Deep neural networks (DNNs) are known for their inability to utilize underlying hardware resources due to hardware susceptibility to sparse activations and weights. Even in finer granularities, many of the non-zero values hold a portion of zero-valued bits that may cause inefficiencies when executed on hardware... (read more)

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