Search Results for author: Renjie Huang

Found 3 papers, 2 papers with code

Yield Evaluation of Citrus Fruits based on the YoloV5 compressed by Knowledge Distillation

no code implementations16 Nov 2022 Yuqi Li, Yuting He, Yihang Zhou, Zirui Gong, Renjie Huang

In the field of planting fruit trees, pre-harvest estimation of fruit yield is important for fruit storage and price evaluation.

Knowledge Distillation

Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters

1 code implementation10 Nov 2021 Xiangru Lian, Binhang Yuan, XueFeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen yang, Ce Zhang, Ji Liu

Specifically, in order to ensure both the training efficiency and the training accuracy, we design a novel hybrid training algorithm, where the embedding layer and the dense neural network are handled by different synchronization mechanisms; then we build a system called Persia (short for parallel recommendation training system with hybrid acceleration) to support this hybrid training algorithm.

Recommendation Systems

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