Search results

ICPP '18 | ImageNet Training in Minutes

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Jan 11, 2020

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

NIPS '18 | Image Classification at Supercomputer Scale

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Jan 14, 2020

arXiv '17 | Scaling SGD Batch Size to 32K for ImageNet Training

large-scale-ml

optimizer

Status: Closed (completed).

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

· by jasperzhong was closed on Jan 9, 2020

MLSys '20 | Blink: Fast and Generic Collectives for Distributed ML

collective communication

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Feb 17, 2020

arXiv '14 | One weird trick for parallelizing convolutional neural networks

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Jan 12, 2020

SOSP '19 | A Generic Communication Scheduler for Distributed DNN Training Acceleration

distributed systems

large-scale-ml

scheduler

Status: Closed (completed).

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

· by jasperzhong was closed on Sep 5, 2020

arXiv '17 | Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Jan 6, 2020

ICLR '20 | Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

bert

large-scale-ml

optimizer

Status: Closed (completed).

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

· by jasperzhong was closed on Jan 13, 2020

NIPS '17 | Train longer, generalize better: closing the generalization gap in large batch training of neural networks

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Sep 5, 2020

arXiv '20 | Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes

bert

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Jul 11, 2020

MLSys '20 | PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud

cloud

large-scale-ml

Status: Closed (completed).

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

· by jasperzhong was closed on Apr 16, 2020