Tim Moon

Communication Quantization for Data-Parallel Training of Deep Neural Networks

Nikoli Dryden, Tim Moon, Sam Adé Jacobs et al. · 2016 · 121 citations · Full text

Communication Quantization, Deep Neural Networks, Engineering +13

Communication quantization for data-parallel training of deep neural networks

Nikoli Dryden, Sam Adé Jacobs, Tim Moon et al. · IEEE International Conference on High Performance Computing, Data, and Analytics · 2016 · 116 citations

Communication Quantization, Deep Neural Networks, Engineering +13

Channel and filter parallelism for large-scale CNN training

Nikoli Dryden, Naoya Maruyama, Tim Moon et al. · 2019 · 44 citations

Filter Data, Convolutional Neural Network, Engineering +14

Aluminum: An Asynchronous, GPU-Aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC Systems

Nikoli Dryden, Naoya Maruyama, Tim Moon et al. · 2018 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +21

Enabling rapid COVID-19 small molecule drug design through scalable deep learning of generative models

Sam Adé Jacobs, Tim Moon, Kevin McLoughlin et al. · The International Journal of High Performance Computing Applications · 2021 · 37 citations · Full text

Engineering, Machine Learning, Molecular Design +19