9 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.AR2023★ 3 cited
VPU-EM: An Event-based Modeling Framework to Evaluate NPU Performance and Power Efficiency at Scale
Charles Qi, Yi Wang, Hui Wang +18
State-of-art NPUs are typically architected as a self-contained sub-system with multiple heterogeneous hardware computing modules, and a dataflow-driven programming model. There la…
cs.CV2020★ 9 cited
Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks
Xu Qian, Victor Li, Crews Darren
Second-order information has proven to be very effective in determining the redundancy of neural network weights and activations. Recent paper proposes to use Hessian traces of wei…