Dhiraj Kalamkar

Distributed Deep Learning Using Synchronous Stochastic Gradient Descent

Dipankar Das, Sasikanth Avancha, Dheevatsa Mudigere et al. · arXiv (Cornell University) · 2016 · 150 citations · Full text

Cluster Computing, Convolutional Neural Network, Engineering +17

Mixed Precision Training of Convolutional Neural Networks using Integer Operations

Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere et al. · arXiv (Cornell University) · 2018 · 114 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Anatomy of High-Performance Deep Learning Convolutions on SIMD Architectures

Evangelos Georganas, Sasikanth Avancha, Kunal Banerjee et al. · 2018 · 102 citations

Convolutional Neural Network, Engineering, Machine Learning +16

DistGNN

Vasimuddin Md, Sanchit Misra, Guixiang Ma et al. · 2021 · 92 citations

Network Flows, Graph Representation Learning, Graph Algorithms +15

A Study of BFLOAT16 for Deep Learning Training

Dhiraj Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi et al. · arXiv (Cornell University) · 2019 · 67 citations · Full text

Large Ai Model, Convolutional Neural Network, Engineering +14