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Default values for Katib Trials count #2321

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Nov 13, 2020
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Default values for Katib Trials count #2321

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Default values for parallel and max Trial count
andreyvelich Oct 28, 2020
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andreyvelich Nov 11, 2020
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Update content/en/docs/components/katib/experiment.md
andreyvelich Nov 11, 2020
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11 changes: 6 additions & 5 deletions content/en/docs/components/katib/experiment.md
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Expand Up @@ -76,16 +76,17 @@ 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`.

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