CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU.
Zangwei ZhengPengtai XuXuan ZouDa TangZhen LiChenguang XiPeng WuLeqi ZouYijie ZhuMing ChenXiangzhuo DingFuzhao XueZiheng QinYoulong ChengYang YouPublished in: AAAI (2023)
Keyphrases
- prediction model
- regression model
- bp neural network
- response surface methodology
- neural network
- real time
- training process
- wavelet neural network
- training set
- stepwise regression
- exponential smoothing
- fuzzy neural network
- software reliability
- customer churn
- graphics hardware
- ls svm
- parallel implementation
- parallel computing
- bp network
- graphics processors
- feature selection