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Interface PartialBatchDeployment

Package version

Mutable batch inference settings per deployment.

Hierarchy

  • PartialBatchDeployment

Index

Properties

Optional codeConfiguration

codeConfiguration: PartialCodeConfiguration

Code configuration for the endpoint deployment.

Optional compute

compute: undefined | string

Compute binding definition.

Optional description

description: undefined | string

Description of the endpoint deployment.

Optional environmentId

environmentId: undefined | string

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

Optional environmentVariables

environmentVariables: undefined | {}

Environment variables configuration for the deployment.

Optional errorThreshold

errorThreshold: undefined | number

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.

Optional loggingLevel

loggingLevel: BatchLoggingLevel

Logging level for batch inference operation.

Optional maxConcurrencyPerInstance

maxConcurrencyPerInstance: undefined | number

Indicates number of processes per instance

Optional miniBatchSize

miniBatchSize: undefined | number

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.

Optional model

Reference to the model asset for the endpoint deployment.

Optional outputAction

outputAction: BatchOutputAction

Indicates how the output will be organized.

Optional outputFileName

outputFileName: undefined | string

Customized output file name for append_row output action.

Optional properties

properties: undefined | {}

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

Optional retrySettings

Retry Settings for the batch inference operation.

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