P. Bhattacharya
- Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
2021/04/12 by Dheevatsa Mudigere, Mudigere, Dheevatsa, Yuchen Hao +103 · 14 citations
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
- Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms
2024/04/19 by Zhongyi Lin, Lin, Zhongyi, Ning Sun +9 · 2 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)