diff --git a/content/en/docs/components/katib/experiment.md b/content/en/docs/components/katib/experiment.md index 787f5b9582..87c3c81d9e 100644 --- a/content/en/docs/components/katib/experiment.md +++ b/content/en/docs/components/katib/experiment.md @@ -107,16 +107,17 @@ These are the fields in the experiment configuration spec: [`ObjectiveSpec` type](https://github.com/kubeflow/katib/blob/master/pkg/apis/controller/common/v1beta1/common_types.go#L93). - **parallelTrialCount**: The maximum number of hyperparameter sets that Katib - should train in parallel. + should train in parallel. The default value is 3. - **maxTrialCount**: The maximum number of trials to run. This is equivalent to the number of hyperparameter sets that Katib should - generate to test the model. + generate to test the model. If the `maxTrialCount` value is **omitted**, your + experiment will be running until the objective goal is reached or the experiment + reaches a maximum number of failed trials. - **maxFailedTrialCount**: The maximum number of failed trials before Katib - should stop the experiment. - This is equivalent to the number of failed hyperparameter sets that Katib - should test. + should stop the experiment. This is equivalent to the number of failed + hyperparameter sets that Katib should test. If the number of failed trials exceeds `maxFailedTrialCount`, Katib stops the experiment with a status of `Failed`.