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MachineLearningJobResourceConfiguration Class

Definition

The MachineLearningJobResourceConfiguration.

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

Constructors

MachineLearningJobResourceConfiguration()

Initializes a new instance of MachineLearningJobResourceConfiguration.

Properties

DockerArgs

Extra arguments to pass to the Docker run command. This would override any parameters that have already been set by the system, or in this section. This parameter is only supported for Azure ML compute types.

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)
ShmSize

Size of the docker container's shared memory block. This should be in the format of (number)(unit) where number as to be greater than 0 and the unit can be one of b(bytes), k(kilobytes), m(megabytes), or g(gigabytes).

Explicit Interface Implementations

IJsonModel<MachineLearningJobResourceConfiguration>.Create(Utf8JsonReader, ModelReaderWriterOptions)

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

IJsonModel<MachineLearningJobResourceConfiguration>.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<MachineLearningJobResourceConfiguration>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

IPersistableModel<MachineLearningJobResourceConfiguration>.GetFormatFromOptions(ModelReaderWriterOptions)

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

IPersistableModel<MachineLearningJobResourceConfiguration>.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