On Efficient Training of Large-Scale Deep Learning Models: A Literature Review.

Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao

Published in: CoRR (2023)

Keyphrases

literature review
learning models
loss function
case study
current issues

learning tasks
machine learning
learning problems
machine learning algorithms
training examples

neural network
conditional random fields
object recognition
classification models
learning algorithm

hidden markov models
support vector
decision trees
sparse metric learning