MachineLearningDeploymentResourceConfiguration Class

Definition

The MachineLearningDeploymentResourceConfiguration.

public class MachineLearningDeploymentResourceConfiguration : Azure.ResourceManager.MachineLearning.Models.MachineLearningResourceConfiguration, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningDeploymentResourceConfiguration>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningDeploymentResourceConfiguration>
public class MachineLearningDeploymentResourceConfiguration : Azure.ResourceManager.MachineLearning.Models.MachineLearningResourceConfiguration
type MachineLearningDeploymentResourceConfiguration = class
    inherit MachineLearningResourceConfiguration
    interface IJsonModel<MachineLearningDeploymentResourceConfiguration>
    interface IPersistableModel<MachineLearningDeploymentResourceConfiguration>
type MachineLearningDeploymentResourceConfiguration = class
    inherit MachineLearningResourceConfiguration
Public Class MachineLearningDeploymentResourceConfiguration
Inherits MachineLearningResourceConfiguration
Implements IJsonModel(Of MachineLearningDeploymentResourceConfiguration), IPersistableModel(Of MachineLearningDeploymentResourceConfiguration)
Public Class MachineLearningDeploymentResourceConfiguration
Inherits MachineLearningResourceConfiguration
Inheritance
MachineLearningDeploymentResourceConfiguration
Implements

Constructors

MachineLearningDeploymentResourceConfiguration()

Initializes a new instance of MachineLearningDeploymentResourceConfiguration.

Properties

InstanceCount

Optional number of instances or nodes used by the compute target.

(Inherited from MachineLearningResourceConfiguration)
InstanceType

Optional type of VM used as supported by the compute target.

(Inherited from MachineLearningResourceConfiguration)
Locations

Locations where the job can run.

(Inherited from MachineLearningResourceConfiguration)
MaxInstanceCount

Optional max allowed number of instances or nodes to be used by the compute target. For use with elastic training, currently supported by PyTorch distribution type only.

(Inherited from MachineLearningResourceConfiguration)
Properties

Additional properties bag.

To assign an object to the value of this property use FromObjectAsJson<T>(T, JsonSerializerOptions).

To assign an already formatted json string to this property use FromString(String).

Examples:

  • BinaryData.FromObjectAsJson("foo"): Creates a payload of "foo".
  • BinaryData.FromString("\"foo\""): Creates a payload of "foo".
  • BinaryData.FromObjectAsJson(new { key = "value" }): Creates a payload of { "key": "value" }.
  • BinaryData.FromString("{\"key\": \"value\"}"): Creates a payload of { "key": "value" }.

(Inherited from MachineLearningResourceConfiguration)

Explicit Interface Implementations

IJsonModel<MachineLearningDeploymentResourceConfiguration>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

IJsonModel<MachineLearningDeploymentResourceConfiguration>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

IJsonModel<MachineLearningResourceConfiguration>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

(Inherited from MachineLearningResourceConfiguration)
IJsonModel<MachineLearningResourceConfiguration>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

(Inherited from MachineLearningResourceConfiguration)
IPersistableModel<MachineLearningDeploymentResourceConfiguration>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

IPersistableModel<MachineLearningDeploymentResourceConfiguration>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

IPersistableModel<MachineLearningDeploymentResourceConfiguration>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

IPersistableModel<MachineLearningResourceConfiguration>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

(Inherited from MachineLearningResourceConfiguration)
IPersistableModel<MachineLearningResourceConfiguration>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

(Inherited from MachineLearningResourceConfiguration)
IPersistableModel<MachineLearningResourceConfiguration>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

(Inherited from MachineLearningResourceConfiguration)

Applies to