Producer¶
TODO
Produce and register samples to try¶
Suggest new parameter sets which optimize the objective.
- class orion.core.worker.producer.Producer(experiment)[source]¶
Produce suggested sets of problem’s parameter space to try out.
It uses an Experiment`s `BaseAlgorithm object to observe trial results and suggest new trials of the parameter Space to be evaluated. The producer is the bridge between the storage and the algorithm.
Methods
observe
(trial)Observe a trial to update algorithm's status
produce
(pool_size[, timeout, retry_interval])Create and register new trials.