Publications (20)
Defect Localization by Vanishing Deviatoric Stress in Active Nematics
Sameer Kumar, Manas Khan
Highly Available Data Parallel ML training on Mesh Networks
Sameer Kumar, Norm Jouppi
Sensitivity of External Magnetic Field on the Change in Cross-section of a Toroidal Current
Suman Aich, Joydeep Ghosh, Rakesh L. Tanna +3
On 10 dimensional Exceptional Drinfel'd Algebras
Sameer Kumar, Edvard T. Musaev
Dynamics of a particle moving in a two dimensional Lorentz lattice gas
Pranay Bimal Sampat, Sameer Kumar, Shradha Mishra
Exploring the limits of Concurrency in ML Training on Google TPUs
Sameer Kumar, James Bradbury, Cliff Young +16
Active nematics with quenched disorder
Sameer Kumar, Shradha Mishra
Effect of polydispersity on the dynamics of active Brownian particles
Sameer Kumar, Jay Prakash Singh, Debaprasad Giri +1
Hydrodynamic bend instability of motile particles on a substrate
Sameer Kumar, Niels de Graaf Sousa, Amin Doostmohammadi
Active nematic gel with quenched disorder
Sameer Kumar, Shradha Mishra
Scale MLPerf-0.6 models on Google TPU-v3 Pods
Sameer Kumar, Victor Bitorff, Dehao Chen +9
HCCL: Collective Communication for Meta Training and Inference Accelerators
Wesley Bland, Tiago Antunes, Lars Paul Huse +63
Image Classification at Supercomputer Scale
Chris Ying, Sameer Kumar, Dehao Chen +2
ST-MoE: Designing Stable and Transferable Sparse Expert Models
Barret Zoph, Irwan Bello, Sameer Kumar +5
Bond disorder enhances the information transfer in polar flock
Jay Prakash Singh, Sameer Kumar, Shradha Mishra
PowerAI DDL
Minsik Cho, Ulrich Finkler, Sameer Kumar +3
Dynamics of particle moving in one dimensional Lorentz lattice gas
Sameer Kumar, Shradha Mishra
Proof of the bounded conformal conjecture
Sameer Kumar
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour
Arissa Wongpanich, Hieu Pham, James Demmel +4
Efficient Training of Convolutional Neural Nets on Large Distributed Systems
Sameer Kumar, Dheeraj Sreedhar, Vaibhav Saxena +2