V1beta1ExperimentSpec

ExperimentSpec is the specification of an Experiment.

Properties

Name	Type	Description	Notes
algorithm	V1beta1AlgorithmSpec		[optional]
early_stopping	V1beta1EarlyStoppingSpec		[optional]
max_failed_trial_count	int	Max failed trials to mark experiment as failed.	[optional]
max_trial_count	int	Max completed trials to mark experiment as succeeded	[optional]
metrics_collector_spec	V1beta1MetricsCollectorSpec		[optional]
nas_config	V1beta1NasConfig		[optional]
objective	V1beta1ObjectiveSpec		[optional]
parallel_trial_count	int	How many trials can be processed in parallel. Defaults to 3	[optional]
parameters	list[V1beta1ParameterSpec]	List of hyperparameter configurations.	[optional]
resume_policy	str	Describes resuming policy which usually take effect after experiment terminated. Default value is Never.	[optional]
trial_template	V1beta1TrialTemplate		[optional]