mCAP: Memory-Centric Partitioning for Large-Scale Pipeline-Parallel DNN Training.
Henk DreuningHenri E. BalRob V. van NieuwpoortPublished in: Euro-Par (2022)
Keyphrases
- training process
- parallel hardware
- real world
- training set
- memory footprint
- training samples
- memory requirements
- training algorithm
- data sets
- multi threaded
- computing power
- training phase
- parallel implementation
- supervised learning
- real life
- real time
- parallel processing
- user centric
- training examples
- limited memory
- processing elements
- multi core processors
- classifier training
- distributed shared memory