Optimising AI Training Deployments using Graph Compilers and Containers.
Nina MujkanovicKarthee SivalingamAlfio LazzaroPublished in: HPEC (2020)
Keyphrases
- artificial intelligence
- graph representation
- expert systems
- training samples
- knowledge representation
- test set
- bipartite graph
- intelligent systems
- hardware and software
- training phase
- machine learning
- john mccarthy
- graph mining
- training algorithm
- training examples
- graph model
- connected components
- data sets
- random walk
- programming language
- general purpose
- training set
- graph structure
- training process
- case based reasoning
- active learning
- spanning tree
- clustering algorithm
- ai systems
- neural network