Maggy: Scalable Asynchronous Parallel Hyperparameter Search.
Moritz MeisterSina SheikholeslamiAmir H. PayberahVladimir VlassovJim DowlingPublished in: DistributedML@CoNEXT (2020)
Keyphrases
- search algorithm
- parallel search
- web scale
- efficient search
- search space
- search strategies
- depth first search
- search strategy
- neural network
- parallel computing
- search efficiency
- parallel implementation
- asynchronous cellular automata
- alpha beta search
- random search
- highly scalable
- exhaustive search
- parallel processing
- search methods
- model selection
- simulated annealing
- machine learning