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Exploring Transfer Learning to Reduce Training Overhead of HPC Data in Machine Learning
Tong Liu
, Shakeel Alibhai
, Jinzhen Wang
,
Qing Liu
, Xubin He
, Chentao Wu
Electrical and Computer Engineering
Research output
:
Chapter in Book/Report/Conference proceeding
›
Conference contribution
10
Scopus citations
Overview
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Keyphrases
High Performance Computing
100%
Machine Learning
100%
Transfer Learning
100%
Training Overhead
100%
Training Time
60%
Machine Learning Applications
40%
Training Process
20%
Neural Network
20%
Petabyte
20%
Large Amount of Data
20%
Scientific Simulation
20%
High-performance Computing Application
20%
High Performance Computing Systems
20%
Computer Science
High-Performance Computing
100%
Machine Learning
100%
Transfer Learning
100%
Scientific Data
20%
Neural Network
20%
Training Process
20%
High Performance Computing Application
20%
Chemical Engineering
Learning System
100%
Neural Network
20%