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ICLR '18 | Don't Decay the Learning Rate, Increase the Batch Size

elastic training

large-scale-ml

Status: Closed (completed).

#8 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Sep 5, 2020

SC '19 | ETL: Elastic Training Layer for Deep Learning

elastic training

Status: Closed (completed).

#179 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Apr 19, 2021

arXiv '19 | Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources

elastic training

Status: Closed (completed).

#177 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Apr 19, 2021

UAI '17 | Coupling Adaptive Batch Sizes with Learning Rates

elastic training

large-scale-ml

Status: Closed (completed).

#176 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Apr 18, 2021

TPDS '21 | Elastic Deep Learning in Multi-Tenant GPU Clusters

elastic training

Status: Closed (completed).

#178 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Apr 19, 2021

EuroSys '18 | Optimus: An Efficient Dynamic Resource Scheduler for DeepLearning Clusters

dl-cluster-schedule

elastic training

Status: Closed (completed).

#156 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Apr 4, 2021

MLSys '20 | Resource Elasticity in Distributed Deep Learning

elastic training

Status: Closed (completed).

#148 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Mar 29, 2021

EuroSys '17 | Proteus: agile ML elasticity through tiered reliability in dynamic resource markets

elastic training

Status: Closed (completed).

#154 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Apr 1, 2021

ATC '18 | Litz: Elastic Framework for High-Performance Distributed Machine Learning

elastic training

Status: Closed (completed).

#153 In jasperzhong/read-papers-and-code;

· by jasperzhong was closed on Apr 1, 2021