Abstract: Latency and energy consumption are key metrics in the performance of deep neural network (DNN) accelerators. A significant factor contributing to latency and energy is data transfers. One ...
Abstract: Many accelerators today process deep neural networks layer by layer. As a consequence of this processing style, every intermediate feature map incurs expensive off-chip transfers. Layer ...
Great simulator! Thanks for your hard work. It seems like that the current sample config specifies a weight stationary dataflow. I am interested in exploring other dataflows as well. Can you provide ...
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