MachineLearningEarlyTerminationPolicy Class
Definition
Important
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Early termination policies enable canceling poor-performing runs before they complete Please note this is the abstract base class. The derived classes available for instantiation are: BanditPolicy, MedianStoppingPolicy, and TruncationSelectionPolicy.
[System.ClientModel.Primitives.PersistableModelProxy(typeof(Azure.ResourceManager.MachineLearning.Models.UnknownEarlyTerminationPolicy))]
public abstract class MachineLearningEarlyTerminationPolicy : System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningEarlyTerminationPolicy>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningEarlyTerminationPolicy>
public abstract class MachineLearningEarlyTerminationPolicy
[<System.ClientModel.Primitives.PersistableModelProxy(typeof(Azure.ResourceManager.MachineLearning.Models.UnknownEarlyTerminationPolicy))>]
type MachineLearningEarlyTerminationPolicy = class
interface IJsonModel<MachineLearningEarlyTerminationPolicy>
interface IPersistableModel<MachineLearningEarlyTerminationPolicy>
type MachineLearningEarlyTerminationPolicy = class
Public MustInherit Class MachineLearningEarlyTerminationPolicy
Implements IJsonModel(Of MachineLearningEarlyTerminationPolicy), IPersistableModel(Of MachineLearningEarlyTerminationPolicy)
Public MustInherit Class MachineLearningEarlyTerminationPolicy
- Inheritance
-
MachineLearningEarlyTerminationPolicy
- Derived
- Attributes
- Implements
Constructors
| Name | Description |
|---|---|
| MachineLearningEarlyTerminationPolicy() |
Initializes a new instance of MachineLearningEarlyTerminationPolicy. |
Properties
| Name | Description |
|---|---|
| DelayEvaluation |
Number of intervals by which to delay the first evaluation. |
| EvaluationInterval |
Interval (number of runs) between policy evaluations. |
Methods
Explicit Interface Implementations
| Name | Description |
|---|---|
| IJsonModel<MachineLearningEarlyTerminationPolicy>.Create(Utf8JsonReader, ModelReaderWriterOptions) |
Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model. |
| IJsonModel<MachineLearningEarlyTerminationPolicy>.Write(Utf8JsonWriter, ModelReaderWriterOptions) |
Writes the model to the provided Utf8JsonWriter. |
| IPersistableModel<MachineLearningEarlyTerminationPolicy>.Create(BinaryData, ModelReaderWriterOptions) |
Converts the provided BinaryData into a model. |
| IPersistableModel<MachineLearningEarlyTerminationPolicy>.GetFormatFromOptions(ModelReaderWriterOptions) |
Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service. |
| IPersistableModel<MachineLearningEarlyTerminationPolicy>.Write(ModelReaderWriterOptions) |
Writes the model into a BinaryData. |