Produce and register samples to try¶
Suggest new parameter sets which optimize the objective.
- class orion.core.worker.producer.Producer(experiment: Experiment[AlgoT])[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.
Observe a trial to update algorithm's status
produce(pool_size[, timeout, retry_interval])
Create and register new trials.