Chia‐Yu Chen

AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training

Chia‐Yu Chen, Jungwook Choi, Daniël Brand et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 134 citations · Full text

Gradient Residues, Convolutional Neural Network, Deep Neural Networks +15

Tunable topological electronic structures in Sb(111) bilayers: A first-principles study

Feng‐Chuan Chuang, Chia-Hsiu Hsu, Chia‐Yu Chen et al. · Applied Physics Letters · 2013 · 119 citations

Engineering, Topological Materials, Magnetic Resonance +18

9.1 A 7nm 4-Core AI Chip with 25.6TFLOPS Hybrid FP8 Training, 102.4TOPS INT4 Inference and Workload-Aware Throttling

Ankur Agrawal, Sae Kyu Lee, J. A. Silberman et al. · 2021 · 100 citations

Engineering, Machine Learning, Computer Architecture +17

A Scalable Multi- TeraOPS Deep Learning Processor Core for AI Trainina and Inference

Bruce Fleischer, Sunil Shukla, Matthew M. Ziegler et al. · 2018 · 99 citations

Artificial Intelligence, Multi-tops Ai Core, Machine Learning +17

Ultra-Low Precision 4-bit Training of Deep Neural Networks

Xiao Sun, Naigang Wang, Chia‐Yu Chen et al. · Neural Information Processing Systems · 2020 · 94 citations

Convolutional Neural Network, Deep Neural Networks, Engineering +5