Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters.

Zhengda Bian Shenggui Li Wei Wang Yang You

Published in: CoRR (2021)

Keyphrases

deep learning
batch size
batch mode
batch processing
unsupervised learning
clustering algorithm
online learning
single item
machine learning
weakly supervised
semi supervised
active learning
poisson process
data points
supervised learning
incremental learning
long run
resource allocation
data sets