Dheevatsa Mudigere
Dheevatsa Mudigere
Principal Research Scientist, Meta
Verified email at - Homepage
Cited by
Cited by
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
NS Keskar, D Mudigere, J Nocedal, M Smelyanskiy, PTP Tang
International Conference on Learning Representations (ICLR), 2017, 2016
Deep Learning Recommendation Model for Personalization and Recommendation Systems
M Naumov, D Mudigere, HJM Shi, J Huang, N Sundaraman, J Park, ...
arXiv preprint arXiv:1906.00091, 2019
Distributed Deep Learning Using Synchronous Stochastic Gradient Descent
D Das, S Avancha, D Mudigere, K Vaidynathan, S Sridharan, D Kalamkar, ...
arXiv preprint arXiv:1602.06709, 2016
The architectural implications of Facebook's DNN-based personalized recommendation
U Gupta, CJ Wu, X Wang, M Naumov, B Reagen, D Brooks, B Cottel, ...
2020 IEEE International Symposium on High Performance Computer Architecture …, 2020
A Study of BFLOAT16 for Deep Learning Training
D Kalamkar, D Mudigere, N Mellempudi, D Das, K Banerjee, S Avancha, ...
arXiv preprint arXiv:1905.12322, 2019
Vector evaluated particle swarm optimization (VEPSO) for multi-objective design optimization of composite structures
SN Omkar, D Mudigere, GN Naik, S Gopalakrishnan
Computers & structures 86 (1-2), 1-14, 2008
Mixed Precision Training of Convolutional Neural Networks using Integer Operations
D Das, N Mellempudi, D Mudigere, D Kalamkar, S Avancha, K Banerjee, ...
International Conference on Learning Representations (ICLR), 2018, 2018
A progressive batching L-BFGS method for machine learning
R Bollapragada, J Nocedal, D Mudigere, HJ Shi, PTP Tang
International Conference on Machine Learning, 620-629, 2018
Ternary Neural Networks with Fine-Grained Quantization
N Mellempudi, A Kundu, D Mudigere, D Das, B Kaul, P Dubey
arXiv preprint arXiv:1705.01462, 2017
Recnmp: Accelerating personalized recommendation with near-memory processing
L Ke, U Gupta, BY Cho, D Brooks, V Chandra, U Diril, A Firoozshahian, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
Crop classifieation using bj010 eally—inspired techniques with hi resolution satelliteimage
Journal oftheIndian SocietyofRemote Sensing, 2OO8 36 (2), 175-182, 2008
Compositional embeddings using complementary partitions for memory-efficient recommendation systems
HJM Shi, D Mudigere, M Naumov, J Yang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Mixed dimension embeddings with application to memory-efficient recommendation systems
AA Ginart, M Naumov, D Mudigere, J Yang, J Zou
2021 IEEE International Symposium on Information Theory (ISIT), 2786-2791, 2021
Performance optimizations for scalable implicit RANS calculations with SU2
TD Economon, D Mudigere, G Bansal, A Heinecke, F Palacios, J Park, ...
Computers & Fluids 129, 146-158, 2016
Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems
M Naumov, J Kim, D Mudigere, S Sridharan, X Wang, W Zhao, S Yilmaz, ...
arXiv preprint arXiv:2003.09518, 2020
Urban satellite image classification using biologically inspired techniques
SN Omkar, MM Kumar, D Mudigere, D Muley
2007 IEEE International Symposium on Industrial Electronics, 1767-1772, 2007
Towards High-Performance Optimizations of the Unstructured Open-Source SU2 Suite
TD Economon, F Palacios, JJ Alonso, G Bansal, D Mudigere, ...
AIAA Paper 1949, 2015
High-performance algebraic multigrid solver optimized for multi-core based distributed parallel systems
J Park, M Smelyanskiy, UM Yang, D Mudigere, P Dubey
Proceedings of the International Conference for High Performance Computing …, 2015
MPI-based parallel synchronous vector evaluated particle swarm optimization for multi-objective design optimization of composite structures
SN Omkar, A Venkatesh, M Mudigere
Engineering Applications of Artificial Intelligence 25 (8), 1611-1627, 2012
On Scale-out Deep Learning Training for Cloud and HPC
S Sridharan, K Vaidyanathan, D Kalamkar, D Das, ME Smorkalov, ...
SysML, 2018, 2018
The system can't perform the operation now. Try again later.
Articles 1–20