5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.DC2021
End-to-end Adaptive Distributed Training on PaddlePaddle
Yulong Ao, Zhihua Wu, Dianhai Yu +10
Distributed training has become a pervasive and effective approach for training a large neural network (NN) model with processing massive data. However, it is very challenging to s…
cs.LG2020
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization
Shubham Rai, Walter Lau Neto, Yukio Miyasaka +37
Logic synthesis is a fundamental step in hardware design whose goal is to find structural representations of Boolean functions while minimizing delay and area. If the function is c…
cs.LG2018★ 5 cited
Design Rule Violation Hotspot Prediction Based on Neural Network Ensembles
Wei Zeng, Azadeh Davoodi, Yu Hen Hu
Design rule check is a critical step in the physical design of integrated circuits to ensure manufacturability. However, it can be done only after a time-consuming detailed routing…