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IBatchDeploymentProperties Interface

  • Reference

Definition

Namespace:
Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401
Assembly:
Az.MachineLearningServices.private.dll
[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.BatchDeploymentPropertiesTypeConverter))]
public interface IBatchDeploymentProperties : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IEndpointDeploymentPropertiesBase
[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.BatchDeploymentPropertiesTypeConverter))>]
type IBatchDeploymentProperties = interface
    interface IJsonSerializable
    interface IEndpointDeploymentPropertiesBase
Public Interface IBatchDeploymentProperties
Implements IEndpointDeploymentPropertiesBase
Derived
Attributes
TypeConverterAttribute
Implements
IEndpointDeploymentPropertiesBase IJsonSerializable

Properties

CodeConfigurationCodeId

ARM resource ID of the code asset.

(Inherited from IEndpointDeploymentPropertiesBase)
CodeConfigurationScoringScript

[Required] The script to execute on startup. eg. "score.py"

(Inherited from IEndpointDeploymentPropertiesBase)
Compute

Compute target for batch inference operation.
DeploymentConfigurationType

[Required] The type of the deployment
Description

Description of the endpoint deployment.

(Inherited from IEndpointDeploymentPropertiesBase)
EnvironmentId

ARM resource ID or AssetId of the environment specification for the endpoint deployment.

(Inherited from IEndpointDeploymentPropertiesBase)
EnvironmentVariable

Environment variables configuration for the deployment.

(Inherited from IEndpointDeploymentPropertiesBase)
ErrorThreshold

Error threshold, if the error count for the entire input goes above this value, the batch inference will be aborted. Range is [-1, int.MaxValue]. For FileDataset, this value is the count of file failures. For TabularDataset, this value is the count of record failures. If set to -1 (the lower bound), all failures during batch inference will be ignored.
LoggingLevel

Logging level for batch inference operation.
MaxConcurrencyPerInstance

Indicates maximum number of parallelism per instance.
MiniBatchSize

Size of the mini-batch passed to each batch invocation. For FileDataset, this is the number of files per mini-batch. For TabularDataset, this is the size of the records in bytes, per mini-batch.
Model

Reference to the model asset for the endpoint deployment.
OutputAction

Indicates how the output will be organized.
OutputFileName

Customized output file name for append_row output action.
Property

Property dictionary. Properties can be added, but not removed or altered.

(Inherited from IEndpointDeploymentPropertiesBase)
ProvisioningState

Provisioning state for the endpoint deployment.
ResourceInstanceCount

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

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

Additional properties bag.
RetrySettingMaxRetry

Maximum retry count for a mini-batch
RetrySettingTimeout

Invocation timeout for a mini-batch, in ISO 8601 format.

Methods

ToJson(JsonObject, SerializationMode) (Inherited from IJsonSerializable)

Applies to