222 citations · 279 across the 5 of their papers we have counts for
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cs.AR2023★ 1 cited
KAPLA: Pragmatic Representation and Fast Solving of Scalable NN Accelerator Dataflow
Zhiyao Li, Mingyu Gao
Dataflow scheduling decisions are of vital importance to neural network (NN) accelerators. Recent scalable NN accelerators support a rich set of advanced dataflow techniques. The p…
cs.LG2023★ 1 cited
Canvas: End-to-End Kernel Architecture Search in Neural Networks
Chenggang Zhao, Genghan Zhang, Ao Shen +1
The demands for higher performance and accuracy in neural networks (NNs) never end. Existing tensor compilation and Neural Architecture Search (NAS) techniques orthogonally optimiz…