ExperimentSpec is the specification of an Experiment.
| 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] |