9 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.NE2023
Neural Architecture Search for Intel Movidius VPU
Qian Xu, Victor Li, Crews Darren S
Hardware-aware Neural Architecture Search (NAS) technologies have been proposed to automate and speed up model design to meet both quality and inference efficiency requirements on…
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…