autotune_ref.rst

Python API Reference of Auto Tune

Trial

nni.get_next_parameter

nni.get_current_parameter

nni.report_intermediate_result

nni.report_final_result

nni.get_experiment_id

nni.get_trial_id

nni.get_sequence_id

Tuner

nni.tuner.Tuner

nni.algorithms.hpo.hyperopt_tuner.HyperoptTuner

nni.algorithms.hpo.evolution_tuner.EvolutionTuner

nni.algorithms.hpo.smac_tuner.SMACTuner

nni.algorithms.hpo.gridsearch_tuner.GridSearchTuner

nni.algorithms.hpo.networkmorphism_tuner.NetworkMorphismTuner

nni.algorithms.hpo.metis_tuner.MetisTuner

nni.algorithms.hpo.ppo_tuner.PPOTuner

nni.algorithms.hpo.batch_tuner.BatchTuner

nni.algorithms.hpo.gp_tuner.GPTuner

Assessor

nni.assessor.Assessor

nni.assessor.AssessResult

nni.algorithms.hpo.curvefitting_assessor.CurvefittingAssessor

nni.algorithms.hpo.medianstop_assessor.MedianstopAssessor

Advisor

nni.runtime.msg_dispatcher_base.MsgDispatcherBase

nni.algorithms.hpo.hyperband_advisor.Hyperband

nni.algorithms.hpo.bohb_advisor.BOHB

Utilities

nni.utils.merge_parameter