Ankur Agrawal

Deep Learning with Limited Numerical Precision

Suyog Gupta, Ankur Agrawal, Kailash Gopalakrishnan et al. · arXiv (Cornell University) · 2015 · 1.1K citations · Full text

Computing, Computer Engineering, Computer Science +17

Deep Learning with Limited Numerical Precision

Suyog Gupta, Ankur Agrawal, Kailash Gopalakrishnan et al. · 2015 · 774 citations

Computing, Computer Engineering, Computer Science +17

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 · 136 citations · Full text

Computing, Computer Science, High-performance Computing +17

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 · 103 citations

Computing, Computer Engineering, Computer Science +17

Approximate computing: Challenges and opportunities

Ankur Agrawal, Zehra Sura, Jungwook Choi et al. · 2016 · 101 citations

Computing, Computer Engineering, Computer Science +13