API version change log for deployment of Microsoft.MachineLearningServices/workspaces/jobs
This article describes the properties that changed in each API version for Microsoft.MachineLearningServices/workspaces/jobs. It only covers properties that are available during deployments.
2023-10-01
Added:
- properties.properties
- properties.properties.{customized property}
- properties.services
- properties.services.{customized property}
- properties.services.endpoint
- properties.services.jobServiceType
- properties.services.nodes
- properties.services.nodes.nodesValueType
- properties.services.port
- properties.services.properties
- properties.services.properties.{customized property}
Removed:
- properties.notificationSetting
- properties.notificationSetting.emailOn
- properties.notificationSetting.emails
- properties.notificationSetting.webhooks
- properties.notificationSetting.webhooks.{customized property}
- properties.notificationSetting.webhooks.eventType
- properties.notificationSetting.webhooks.webhookType
- properties.{customized property}
- secretsConfiguration
- secretsConfiguration.{customized property}
- secretsConfiguration.uri
- secretsConfiguration.workspaceSecretName
- {customized property}
- uri
- workspaceSecretName
- services
- services.{customized property}
- services.endpoint
- services.jobServiceType
- services.nodes
- services.nodes.nodesValueType
- services.port
- services.properties
- services.properties.{customized property}
- endpoint
- jobServiceType
- nodes
- nodes.nodesValueType
- port
- outputs.assetName
- outputs.assetVersion
- outputs.autoDeleteSetting
- outputs.autoDeleteSetting.condition
- outputs.autoDeleteSetting.value
- queueSettings.priority
- resources.locations
- resources.maxInstanceCount
- taskDetails.fixedParameters
- taskDetails.fixedParameters.booster
- taskDetails.fixedParameters.boostingType
- taskDetails.fixedParameters.growPolicy
- taskDetails.fixedParameters.learningRate
- taskDetails.fixedParameters.maxBin
- taskDetails.fixedParameters.maxDepth
- taskDetails.fixedParameters.maxLeaves
- taskDetails.fixedParameters.minDataInLeaf
- taskDetails.fixedParameters.minSplitGain
- taskDetails.fixedParameters.modelName
- taskDetails.fixedParameters.nEstimators
- taskDetails.fixedParameters.numLeaves
- taskDetails.fixedParameters.preprocessorName
- taskDetails.fixedParameters.regAlpha
- taskDetails.fixedParameters.regLambda
- taskDetails.fixedParameters.subsample
- taskDetails.fixedParameters.subsampleFreq
- taskDetails.fixedParameters.treeMethod
- taskDetails.fixedParameters.withMean
- taskDetails.fixedParameters.withStd
- taskDetails.limitSettings.maxNodes
- taskDetails.limitSettings.sweepConcurrentTrials
- taskDetails.limitSettings.sweepTrials
- taskDetails.searchSpace.booster
- taskDetails.searchSpace.boostingType
- taskDetails.searchSpace.growPolicy
- taskDetails.searchSpace.maxBin
- taskDetails.searchSpace.maxDepth
- taskDetails.searchSpace.maxLeaves
- taskDetails.searchSpace.minDataInLeaf
- taskDetails.searchSpace.minSplitGain
- taskDetails.searchSpace.nEstimators
- taskDetails.searchSpace.numLeaves
- taskDetails.searchSpace.preprocessorName
- taskDetails.searchSpace.regAlpha
- taskDetails.searchSpace.regLambda
- taskDetails.searchSpace.subsample
- taskDetails.searchSpace.subsampleFreq
- taskDetails.searchSpace.treeMethod
- taskDetails.searchSpace.withMean
- taskDetails.searchSpace.withStd
- taskDetails.trainingSettings.trainingMode
- taskDetails.forecastingSettings.featuresUnknownAtForecastTime
- taskDetails.modelSettings.logTrainingMetrics
- taskDetails.modelSettings.logValidationLoss
- taskDetails.fixedParameters.gradientAccumulationSteps
- taskDetails.fixedParameters.learningRateScheduler
- taskDetails.fixedParameters.numberOfEpochs
- taskDetails.fixedParameters.trainingBatchSize
- taskDetails.fixedParameters.validationBatchSize
- taskDetails.fixedParameters.warmupRatio
- taskDetails.fixedParameters.weightDecay
- taskDetails.searchSpace.gradientAccumulationSteps
- taskDetails.searchSpace.warmupRatio
- autologgerSettings
- autologgerSettings.mlflowAutologger
- distribution.address
- distribution.dashboardPort
- distribution.headNodeAdditionalArgs
- distribution.includeDashboard
- distribution.port
- distribution.workerNodeAdditionalArgs
- dataConfiguration
- dataConfiguration.dataId
- dataConfiguration.incrementalDataRefresh
- jobInstructions
- jobInstructions.uri
- labelCategories
- labelCategories.{customized property}
- labelCategories.classes
- labelCategories.classes.{customized property}
- labelCategories.classes.displayName
- labelCategories.classes.subclasses
- labelCategories.classes.subclasses.{customized property}
- labelCategories.displayName
- labelCategories.multiSelect
- classes
- classes.{customized property}
- classes.displayName
- classes.subclasses
- classes.subclasses.{customized property}
- displayName
- multiSelect
- labelingJobMediaProperties
- labelingJobMediaProperties.mediaType
- labelingJobMediaProperties.annotationType
- mlAssistConfiguration
- mlAssistConfiguration.mlAssist
- mlAssistConfiguration.inferencingComputeBinding
- mlAssistConfiguration.trainingComputeBinding
- archives
- args
- conf
- conf.{customized property}
- entry
- entry.sparkJobEntryType
- entry.file
- entry.className
- files
- jars
- pyFiles
- resources.runtimeVersion
- componentConfiguration
- componentConfiguration.pipelineSettings
- samplingAlgorithm.logbase
- trial.distribution.address
- trial.distribution.dashboardPort
- trial.distribution.headNodeAdditionalArgs
- trial.distribution.includeDashboard
- trial.distribution.port
- trial.distribution.workerNodeAdditionalArgs
- trial.resources.locations
- trial.resources.maxInstanceCount
2023-08-01-preview
Added:
- componentConfiguration
- componentConfiguration.pipelineSettings
Updated:
- properties.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.apiVersion - Added values: '2023-08-01-preview' - Removed values: '2023-06-01-preview'
2023-06-01-preview
Added:
- properties.notificationSetting
- properties.notificationSetting.emailOn
- properties.notificationSetting.emails
- properties.notificationSetting.webhooks
- properties.notificationSetting.webhooks.{customized property}
- properties.notificationSetting.webhooks.eventType
- properties.notificationSetting.webhooks.webhookType
- properties.{customized property}
- secretsConfiguration
- secretsConfiguration.{customized property}
- secretsConfiguration.uri
- secretsConfiguration.workspaceSecretName
- {customized property}
- uri
- workspaceSecretName
- services
- services.{customized property}
- services.endpoint
- services.jobServiceType
- services.nodes
- services.nodes.nodesValueType
- services.port
- services.properties
- services.properties.{customized property}
- endpoint
- jobServiceType
- nodes
- nodes.nodesValueType
- port
- outputs.assetName
- outputs.assetVersion
- outputs.autoDeleteSetting
- outputs.autoDeleteSetting.condition
- outputs.autoDeleteSetting.value
- queueSettings
- queueSettings.jobTier
- queueSettings.priority
- resources.locations
- resources.maxInstanceCount
- taskDetails.fixedParameters
- taskDetails.fixedParameters.booster
- taskDetails.fixedParameters.boostingType
- taskDetails.fixedParameters.growPolicy
- taskDetails.fixedParameters.learningRate
- taskDetails.fixedParameters.maxBin
- taskDetails.fixedParameters.maxDepth
- taskDetails.fixedParameters.maxLeaves
- taskDetails.fixedParameters.minDataInLeaf
- taskDetails.fixedParameters.minSplitGain
- taskDetails.fixedParameters.modelName
- taskDetails.fixedParameters.nEstimators
- taskDetails.fixedParameters.numLeaves
- taskDetails.fixedParameters.preprocessorName
- taskDetails.fixedParameters.regAlpha
- taskDetails.fixedParameters.regLambda
- taskDetails.fixedParameters.subsample
- taskDetails.fixedParameters.subsampleFreq
- taskDetails.fixedParameters.treeMethod
- taskDetails.fixedParameters.withMean
- taskDetails.fixedParameters.withStd
- taskDetails.limitSettings.maxNodes
- taskDetails.limitSettings.sweepConcurrentTrials
- taskDetails.limitSettings.sweepTrials
- taskDetails.searchSpace.booster
- taskDetails.searchSpace.boostingType
- taskDetails.searchSpace.growPolicy
- taskDetails.searchSpace.maxBin
- taskDetails.searchSpace.maxDepth
- taskDetails.searchSpace.maxLeaves
- taskDetails.searchSpace.minDataInLeaf
- taskDetails.searchSpace.minSplitGain
- taskDetails.searchSpace.nEstimators
- taskDetails.searchSpace.numLeaves
- taskDetails.searchSpace.preprocessorName
- taskDetails.searchSpace.regAlpha
- taskDetails.searchSpace.regLambda
- taskDetails.searchSpace.subsample
- taskDetails.searchSpace.subsampleFreq
- taskDetails.searchSpace.treeMethod
- taskDetails.searchSpace.withMean
- taskDetails.searchSpace.withStd
- taskDetails.trainingSettings.trainingMode
- taskDetails.forecastingSettings.featuresUnknownAtForecastTime
- taskDetails.modelSettings.logTrainingMetrics
- taskDetails.modelSettings.logValidationLoss
- taskDetails.fixedParameters.gradientAccumulationSteps
- taskDetails.fixedParameters.learningRateScheduler
- taskDetails.fixedParameters.numberOfEpochs
- taskDetails.fixedParameters.trainingBatchSize
- taskDetails.fixedParameters.validationBatchSize
- taskDetails.fixedParameters.warmupRatio
- taskDetails.fixedParameters.weightDecay
- taskDetails.searchSpace.gradientAccumulationSteps
- taskDetails.searchSpace.warmupRatio
- autologgerSettings
- autologgerSettings.mlflowAutologger
- distribution.address
- distribution.dashboardPort
- distribution.headNodeAdditionalArgs
- distribution.includeDashboard
- distribution.port
- distribution.workerNodeAdditionalArgs
- dataConfiguration
- dataConfiguration.dataId
- dataConfiguration.incrementalDataRefresh
- jobInstructions
- jobInstructions.uri
- labelCategories
- labelCategories.{customized property}
- labelCategories.classes
- labelCategories.classes.{customized property}
- labelCategories.classes.displayName
- labelCategories.classes.subclasses
- labelCategories.classes.subclasses.{customized property}
- labelCategories.displayName
- labelCategories.multiSelect
- classes
- classes.{customized property}
- classes.displayName
- classes.subclasses
- classes.subclasses.{customized property}
- displayName
- multiSelect
- labelingJobMediaProperties
- labelingJobMediaProperties.mediaType
- labelingJobMediaProperties.annotationType
- mlAssistConfiguration
- mlAssistConfiguration.mlAssist
- mlAssistConfiguration.inferencingComputeBinding
- mlAssistConfiguration.trainingComputeBinding
- archives
- args
- conf
- conf.{customized property}
- entry
- entry.sparkJobEntryType
- entry.file
- entry.className
- files
- jars
- pyFiles
- resources.runtimeVersion
- samplingAlgorithm.logbase
- trial.distribution.address
- trial.distribution.dashboardPort
- trial.distribution.headNodeAdditionalArgs
- trial.distribution.includeDashboard
- trial.distribution.port
- trial.distribution.workerNodeAdditionalArgs
- trial.resources.locations
- trial.resources.maxInstanceCount
Removed:
- properties.properties
- properties.properties.{customized property}
- properties.services
- properties.services.{customized property}
- properties.services.endpoint
- properties.services.jobServiceType
- properties.services.nodes
- properties.services.nodes.nodesValueType
- properties.services.port
- properties.services.properties
- properties.services.properties.{customized property}
2023-04-01
Added:
- properties.properties
- properties.properties.{customized property}
- properties.services
- properties.services.{customized property}
- properties.services.endpoint
- properties.services.jobServiceType
- properties.services.nodes
- properties.services.nodes.nodesValueType
- properties.services.port
- properties.services.properties
- properties.services.properties.{customized property}
Removed:
- properties.notificationSetting
- properties.notificationSetting.emailOn
- properties.notificationSetting.emails
- properties.notificationSetting.webhooks
- properties.notificationSetting.webhooks.{customized property}
- properties.notificationSetting.webhooks.eventType
- properties.notificationSetting.webhooks.webhookType
- properties.{customized property}
- secretsConfiguration
- secretsConfiguration.{customized property}
- secretsConfiguration.uri
- secretsConfiguration.workspaceSecretName
- {customized property}
- uri
- workspaceSecretName
- services
- services.{customized property}
- services.endpoint
- services.jobServiceType
- services.nodes
- services.nodes.nodesValueType
- services.port
- services.properties
- services.properties.{customized property}
- endpoint
- jobServiceType
- nodes
- nodes.nodesValueType
- port
- outputs.assetName
- outputs.assetVersion
- outputs.autoDeleteSetting
- outputs.autoDeleteSetting.condition
- outputs.autoDeleteSetting.value
- queueSettings
- queueSettings.jobTier
- queueSettings.priority
- resources.locations
- resources.maxInstanceCount
- taskDetails.fixedParameters
- taskDetails.fixedParameters.booster
- taskDetails.fixedParameters.boostingType
- taskDetails.fixedParameters.growPolicy
- taskDetails.fixedParameters.learningRate
- taskDetails.fixedParameters.maxBin
- taskDetails.fixedParameters.maxDepth
- taskDetails.fixedParameters.maxLeaves
- taskDetails.fixedParameters.minDataInLeaf
- taskDetails.fixedParameters.minSplitGain
- taskDetails.fixedParameters.modelName
- taskDetails.fixedParameters.nEstimators
- taskDetails.fixedParameters.numLeaves
- taskDetails.fixedParameters.preprocessorName
- taskDetails.fixedParameters.regAlpha
- taskDetails.fixedParameters.regLambda
- taskDetails.fixedParameters.subsample
- taskDetails.fixedParameters.subsampleFreq
- taskDetails.fixedParameters.treeMethod
- taskDetails.fixedParameters.withMean
- taskDetails.fixedParameters.withStd
- taskDetails.limitSettings.maxNodes
- taskDetails.limitSettings.sweepConcurrentTrials
- taskDetails.limitSettings.sweepTrials
- taskDetails.searchSpace.booster
- taskDetails.searchSpace.boostingType
- taskDetails.searchSpace.growPolicy
- taskDetails.searchSpace.maxBin
- taskDetails.searchSpace.maxDepth
- taskDetails.searchSpace.maxLeaves
- taskDetails.searchSpace.minDataInLeaf
- taskDetails.searchSpace.minSplitGain
- taskDetails.searchSpace.nEstimators
- taskDetails.searchSpace.numLeaves
- taskDetails.searchSpace.preprocessorName
- taskDetails.searchSpace.regAlpha
- taskDetails.searchSpace.regLambda
- taskDetails.searchSpace.subsample
- taskDetails.searchSpace.subsampleFreq
- taskDetails.searchSpace.treeMethod
- taskDetails.searchSpace.withMean
- taskDetails.searchSpace.withStd
- taskDetails.trainingSettings.trainingMode
- taskDetails.forecastingSettings.featuresUnknownAtForecastTime
- taskDetails.modelSettings.logTrainingMetrics
- taskDetails.modelSettings.logValidationLoss
- taskDetails.fixedParameters.gradientAccumulationSteps
- taskDetails.fixedParameters.learningRateScheduler
- taskDetails.fixedParameters.numberOfEpochs
- taskDetails.fixedParameters.trainingBatchSize
- taskDetails.fixedParameters.validationBatchSize
- taskDetails.fixedParameters.warmupRatio
- taskDetails.fixedParameters.weightDecay
- taskDetails.searchSpace.gradientAccumulationSteps
- taskDetails.searchSpace.warmupRatio
- autologgerSettings
- autologgerSettings.mlflowAutologger
- distribution.address
- distribution.dashboardPort
- distribution.headNodeAdditionalArgs
- distribution.includeDashboard
- distribution.port
- distribution.workerNodeAdditionalArgs
- dataConfiguration
- dataConfiguration.dataId
- dataConfiguration.incrementalDataRefresh
- jobInstructions
- jobInstructions.uri
- labelCategories
- labelCategories.{customized property}
- labelCategories.classes
- labelCategories.classes.{customized property}
- labelCategories.classes.displayName
- labelCategories.classes.subclasses
- labelCategories.classes.subclasses.{customized property}
- labelCategories.displayName
- labelCategories.multiSelect
- classes
- classes.{customized property}
- classes.displayName
- classes.subclasses
- classes.subclasses.{customized property}
- displayName
- multiSelect
- labelingJobMediaProperties
- labelingJobMediaProperties.mediaType
- labelingJobMediaProperties.annotationType
- mlAssistConfiguration
- mlAssistConfiguration.mlAssist
- mlAssistConfiguration.inferencingComputeBinding
- mlAssistConfiguration.trainingComputeBinding
- archives
- args
- conf
- conf.{customized property}
- entry
- entry.sparkJobEntryType
- entry.file
- entry.className
- files
- jars
- pyFiles
- resources.runtimeVersion
- samplingAlgorithm.logbase
- trial.distribution.address
- trial.distribution.dashboardPort
- trial.distribution.headNodeAdditionalArgs
- trial.distribution.includeDashboard
- trial.distribution.port
- trial.distribution.workerNodeAdditionalArgs
- trial.resources.locations
- trial.resources.maxInstanceCount
2023-04-01-preview
Added:
- properties.notificationSetting.webhooks
- properties.notificationSetting.webhooks.{customized property}
- properties.notificationSetting.webhooks.eventType
- properties.notificationSetting.webhooks.webhookType
- secretsConfiguration
- secretsConfiguration.{customized property}
- secretsConfiguration.uri
- secretsConfiguration.workspaceSecretName
- uri
- workspaceSecretName
- services
- services.{customized property}
- services.endpoint
- services.jobServiceType
- services.nodes
- services.nodes.nodesValueType
- services.port
- services.properties
- services.properties.{customized property}
- endpoint
- jobServiceType
- nodes
- nodes.nodesValueType
- port
- outputs.autoDeleteSetting
- outputs.autoDeleteSetting.condition
- outputs.autoDeleteSetting.value
- resources.maxInstanceCount
- taskDetails.forecastingSettings.featuresUnknownAtForecastTime
- taskDetails.modelSettings.logTrainingMetrics
- taskDetails.modelSettings.logValidationLoss
- distribution.address
- distribution.dashboardPort
- distribution.headNodeAdditionalArgs
- distribution.includeDashboard
- distribution.port
- distribution.workerNodeAdditionalArgs
- trial.distribution.address
- trial.distribution.dashboardPort
- trial.distribution.headNodeAdditionalArgs
- trial.distribution.includeDashboard
- trial.distribution.port
- trial.distribution.workerNodeAdditionalArgs
- trial.resources.maxInstanceCount
Removed:
- properties.properties
- properties.properties.{customized property}
- properties.services
- properties.services.{customized property}
- properties.services.endpoint
- properties.services.jobServiceType
- properties.services.nodes
- properties.services.nodes.nodesValueType
- properties.services.port
- properties.services.properties
- properties.services.properties.{customized property}
- properties.endpoint
- properties.jobServiceType
- properties.nodes
- properties.nodes.nodesValueType
- properties.port
Updated:
- properties.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.distribution.distributionType - Added values: 'Ray' (required)
- properties.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.apiVersion - Added values: '2023-04-01-preview' - Removed values: '2023-02-01-preview'
- properties.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.distributionType - Added values: 'Ray' (required)
2023-02-01-preview
Added:
- properties.notificationSetting
- properties.notificationSetting.emailOn
- properties.notificationSetting.emails
- queueSettings
- queueSettings.jobTier
- queueSettings.priority
- resources.locations
- trial.resources.locations
Updated:
- properties.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.apiVersion - Added values: '2023-02-01-preview' - Removed values: '2022-12-01-preview'
2022-12-01-preview
Added:
- properties.services.nodes
- properties.services.nodes.nodesValueType
- properties.{customized property}
- properties.endpoint
- properties.jobServiceType
- properties.nodes
- properties.nodes.nodesValueType
- properties.port
- outputs.assetName
- outputs.assetVersion
- taskDetails.fixedParameters
- taskDetails.fixedParameters.booster
- taskDetails.fixedParameters.boostingType
- taskDetails.fixedParameters.growPolicy
- taskDetails.fixedParameters.learningRate
- taskDetails.fixedParameters.maxBin
- taskDetails.fixedParameters.maxDepth
- taskDetails.fixedParameters.maxLeaves
- taskDetails.fixedParameters.minDataInLeaf
- taskDetails.fixedParameters.minSplitGain
- taskDetails.fixedParameters.modelName
- taskDetails.fixedParameters.nEstimators
- taskDetails.fixedParameters.numLeaves
- taskDetails.fixedParameters.preprocessorName
- taskDetails.fixedParameters.regAlpha
- taskDetails.fixedParameters.regLambda
- taskDetails.fixedParameters.subsample
- taskDetails.fixedParameters.subsampleFreq
- taskDetails.fixedParameters.treeMethod
- taskDetails.fixedParameters.withMean
- taskDetails.fixedParameters.withStd
- taskDetails.limitSettings.maxNodes
- taskDetails.limitSettings.sweepConcurrentTrials
- taskDetails.limitSettings.sweepTrials
- taskDetails.searchSpace.booster
- taskDetails.searchSpace.boostingType
- taskDetails.searchSpace.growPolicy
- taskDetails.searchSpace.maxBin
- taskDetails.searchSpace.maxDepth
- taskDetails.searchSpace.maxLeaves
- taskDetails.searchSpace.minDataInLeaf
- taskDetails.searchSpace.minSplitGain
- taskDetails.searchSpace.nEstimators
- taskDetails.searchSpace.numLeaves
- taskDetails.searchSpace.preprocessorName
- taskDetails.searchSpace.regAlpha
- taskDetails.searchSpace.regLambda
- taskDetails.searchSpace.subsample
- taskDetails.searchSpace.subsampleFreq
- taskDetails.searchSpace.treeMethod
- taskDetails.searchSpace.withMean
- taskDetails.searchSpace.withStd
- taskDetails.trainingSettings.trainingMode
- taskDetails.fixedParameters.gradientAccumulationSteps
- taskDetails.fixedParameters.learningRateScheduler
- taskDetails.fixedParameters.numberOfEpochs
- taskDetails.fixedParameters.trainingBatchSize
- taskDetails.fixedParameters.validationBatchSize
- taskDetails.fixedParameters.warmupRatio
- taskDetails.fixedParameters.weightDecay
- taskDetails.searchSpace.gradientAccumulationSteps
- taskDetails.searchSpace.warmupRatio
- autologgerSettings
- autologgerSettings.mlflowAutologger
- dataConfiguration
- dataConfiguration.dataId
- dataConfiguration.incrementalDataRefresh
- jobInstructions
- jobInstructions.uri
- labelCategories
- labelCategories.{customized property}
- labelCategories.classes
- labelCategories.classes.{customized property}
- labelCategories.classes.displayName
- labelCategories.classes.subclasses
- labelCategories.classes.subclasses.{customized property}
- labelCategories.displayName
- labelCategories.multiSelect
- {customized property}
- classes
- classes.{customized property}
- classes.displayName
- classes.subclasses
- classes.subclasses.{customized property}
- displayName
- multiSelect
- labelingJobMediaProperties
- labelingJobMediaProperties.mediaType
- labelingJobMediaProperties.annotationType
- mlAssistConfiguration
- mlAssistConfiguration.mlAssist
- mlAssistConfiguration.inferencingComputeBinding
- mlAssistConfiguration.trainingComputeBinding
- archives
- args
- conf
- conf.{customized property}
- entry
- entry.sparkJobEntryType
- entry.file
- entry.className
- files
- jars
- pyFiles
- resources.runtimeVersion
- samplingAlgorithm.logbase
2022-10-01
Removed:
- properties.services.nodes
- properties.services.nodes.nodesValueType
- properties.{customized property}
- properties.endpoint
- properties.jobServiceType
- properties.nodes
- properties.nodes.nodesValueType
- properties.port
- taskDetails.fixedParameters
- taskDetails.fixedParameters.booster
- taskDetails.fixedParameters.boostingType
- taskDetails.fixedParameters.growPolicy
- taskDetails.fixedParameters.learningRate
- taskDetails.fixedParameters.maxBin
- taskDetails.fixedParameters.maxDepth
- taskDetails.fixedParameters.maxLeaves
- taskDetails.fixedParameters.minDataInLeaf
- taskDetails.fixedParameters.minSplitGain
- taskDetails.fixedParameters.modelName
- taskDetails.fixedParameters.nEstimators
- taskDetails.fixedParameters.numLeaves
- taskDetails.fixedParameters.preprocessorName
- taskDetails.fixedParameters.regAlpha
- taskDetails.fixedParameters.regLambda
- taskDetails.fixedParameters.subsample
- taskDetails.fixedParameters.subsampleFreq
- taskDetails.fixedParameters.treeMethod
- taskDetails.fixedParameters.withMean
- taskDetails.fixedParameters.withStd
- taskDetails.limitSettings.sweepConcurrentTrials
- taskDetails.limitSettings.sweepTrials
- taskDetails.searchSpace.booster
- taskDetails.searchSpace.boostingType
- taskDetails.searchSpace.growPolicy
- taskDetails.searchSpace.maxBin
- taskDetails.searchSpace.maxDepth
- taskDetails.searchSpace.maxLeaves
- taskDetails.searchSpace.minDataInLeaf
- taskDetails.searchSpace.minSplitGain
- taskDetails.searchSpace.nEstimators
- taskDetails.searchSpace.numLeaves
- taskDetails.searchSpace.preprocessorName
- taskDetails.searchSpace.regAlpha
- taskDetails.searchSpace.regLambda
- taskDetails.searchSpace.subsample
- taskDetails.searchSpace.subsampleFreq
- taskDetails.searchSpace.treeMethod
- taskDetails.searchSpace.withMean
- taskDetails.searchSpace.withStd
- taskDetails.fixedParameters.gradientAccumulationSteps
- taskDetails.fixedParameters.learningRateScheduler
- taskDetails.fixedParameters.numberOfEpochs
- taskDetails.fixedParameters.trainingBatchSize
- taskDetails.fixedParameters.validationBatchSize
- taskDetails.fixedParameters.warmupRatio
- taskDetails.fixedParameters.weightDecay
- taskDetails.limitSettings.maxNodes
- taskDetails.searchSpace.gradientAccumulationSteps
- taskDetails.searchSpace.warmupRatio
- autologgerSettings
- autologgerSettings.mlflowAutologger
- dataConfiguration
- dataConfiguration.dataId
- dataConfiguration.incrementalDataRefreshEnabled
- jobInstructions
- jobInstructions.uri
- labelCategories
- labelCategories.{customized property}
- labelCategories.classes
- labelCategories.classes.{customized property}
- labelCategories.classes.displayName
- labelCategories.classes.subclasses
- labelCategories.classes.subclasses.{customized property}
- labelCategories.displayName
- labelCategories.multiSelectEnabled
- {customized property}
- classes
- classes.{customized property}
- classes.displayName
- classes.subclasses
- classes.subclasses.{customized property}
- displayName
- multiSelectEnabled
- labelingJobMediaProperties
- labelingJobMediaProperties.mediaType
- labelingJobMediaProperties.annotationType
- mlAssistConfiguration
- mlAssistConfiguration.mlAssist
- mlAssistConfiguration.inferencingComputeBinding
- mlAssistConfiguration.trainingComputeBinding
- archives
- args
- conf
- conf.{customized property}
- entry
- entry.sparkJobEntryType
- entry.file
- entry.className
- files
- jars
- pyFiles
- resources.runtimeVersion
2022-10-01-preview
Added:
- properties.services.nodes
- properties.services.nodes.nodesValueType
- properties.nodes
- properties.nodes.nodesValueType
- taskDetails.fixedParameters
- taskDetails.fixedParameters.booster
- taskDetails.fixedParameters.boostingType
- taskDetails.fixedParameters.growPolicy
- taskDetails.fixedParameters.learningRate
- taskDetails.fixedParameters.maxBin
- taskDetails.fixedParameters.maxDepth
- taskDetails.fixedParameters.maxLeaves
- taskDetails.fixedParameters.minDataInLeaf
- taskDetails.fixedParameters.minSplitGain
- taskDetails.fixedParameters.modelName
- taskDetails.fixedParameters.nEstimators
- taskDetails.fixedParameters.numLeaves
- taskDetails.fixedParameters.preprocessorName
- taskDetails.fixedParameters.regAlpha
- taskDetails.fixedParameters.regLambda
- taskDetails.fixedParameters.subsample
- taskDetails.fixedParameters.subsampleFreq
- taskDetails.fixedParameters.treeMethod
- taskDetails.fixedParameters.withMean
- taskDetails.fixedParameters.withStd
- taskDetails.limitSettings.sweepConcurrentTrials
- taskDetails.limitSettings.sweepTrials
- taskDetails.searchSpace.booster
- taskDetails.searchSpace.boostingType
- taskDetails.searchSpace.growPolicy
- taskDetails.searchSpace.maxBin
- taskDetails.searchSpace.maxDepth
- taskDetails.searchSpace.maxLeaves
- taskDetails.searchSpace.minDataInLeaf
- taskDetails.searchSpace.minSplitGain
- taskDetails.searchSpace.nEstimators
- taskDetails.searchSpace.numLeaves
- taskDetails.searchSpace.preprocessorName
- taskDetails.searchSpace.regAlpha
- taskDetails.searchSpace.regLambda
- taskDetails.searchSpace.subsample
- taskDetails.searchSpace.subsampleFreq
- taskDetails.searchSpace.treeMethod
- taskDetails.searchSpace.withMean
- taskDetails.searchSpace.withStd
- taskDetails.fixedParameters.gradientAccumulationSteps
- taskDetails.fixedParameters.learningRateScheduler
- taskDetails.fixedParameters.numberOfEpochs
- taskDetails.fixedParameters.trainingBatchSize
- taskDetails.fixedParameters.validationBatchSize
- taskDetails.fixedParameters.warmupRatio
- taskDetails.fixedParameters.weightDecay
- taskDetails.limitSettings.maxNodes
- taskDetails.searchSpace.gradientAccumulationSteps
- taskDetails.searchSpace.warmupRatio
- autologgerSettings
- autologgerSettings.mlflowAutologger
Removed:
- taskDetails.sweepSettings.limits
- taskDetails.sweepSettings.limits.maxConcurrentTrials
- taskDetails.sweepSettings.limits.maxTrials
Updated:
- properties.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.taskType - Added values: 'TextClassification' (required)
2022-06-01-preview
Added:
- properties.componentId
- properties.{customized property}
- properties.endpoint
- properties.jobServiceType
- properties.port
- resources.dockerArgs
- resources.shmSize
- taskDetails
- taskDetails.logVerbosity
- taskDetails.targetColumnName
- taskDetails.trainingData
- taskDetails.trainingData.description
- taskDetails.trainingData.jobInputType
- taskDetails.trainingData.mode
- taskDetails.trainingData.uri
- taskDetails.taskType
- taskDetails.cvSplitColumnNames
- taskDetails.featurizationSettings
- taskDetails.featurizationSettings.blockedTransformers
- taskDetails.featurizationSettings.columnNameAndTypes
- taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
- taskDetails.featurizationSettings.datasetLanguage
- taskDetails.featurizationSettings.enableDnnFeaturization
- taskDetails.featurizationSettings.mode
- taskDetails.featurizationSettings.transformerParams
- taskDetails.featurizationSettings.transformerParams.{customized property}
- taskDetails.featurizationSettings.transformerParams.{customized property}.fields
- taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
- taskDetails.limitSettings
- taskDetails.limitSettings.enableEarlyTermination
- taskDetails.limitSettings.exitScore
- taskDetails.limitSettings.maxConcurrentTrials
- taskDetails.limitSettings.maxCoresPerTrial
- taskDetails.limitSettings.maxTrials
- taskDetails.limitSettings.timeout
- taskDetails.limitSettings.trialTimeout
- taskDetails.nCrossValidations
- taskDetails.nCrossValidations.mode
- taskDetails.nCrossValidations.value
- taskDetails.positiveLabel
- taskDetails.primaryMetric
- taskDetails.testData
- taskDetails.testData.description
- taskDetails.testData.jobInputType
- taskDetails.testData.mode
- taskDetails.testData.uri
- taskDetails.testDataSize
- taskDetails.trainingSettings
- taskDetails.trainingSettings.allowedTrainingAlgorithms
- taskDetails.trainingSettings.blockedTrainingAlgorithms
- taskDetails.trainingSettings.enableDnnTraining
- taskDetails.trainingSettings.enableModelExplainability
- taskDetails.trainingSettings.enableOnnxCompatibleModels
- taskDetails.trainingSettings.enableStackEnsemble
- taskDetails.trainingSettings.enableVoteEnsemble
- taskDetails.trainingSettings.ensembleModelDownloadTimeout
- taskDetails.trainingSettings.stackEnsembleSettings
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
- taskDetails.validationData
- taskDetails.validationData.description
- taskDetails.validationData.jobInputType
- taskDetails.validationData.mode
- taskDetails.validationData.uri
- taskDetails.validationDataSize
- taskDetails.weightColumnName
- taskDetails.forecastingSettings
- taskDetails.forecastingSettings.countryOrRegionForHolidays
- taskDetails.forecastingSettings.cvStepSize
- taskDetails.forecastingSettings.featureLags
- taskDetails.forecastingSettings.forecastHorizon
- taskDetails.forecastingSettings.forecastHorizon.mode
- taskDetails.forecastingSettings.forecastHorizon.value
- taskDetails.forecastingSettings.frequency
- taskDetails.forecastingSettings.seasonality
- taskDetails.forecastingSettings.seasonality.mode
- taskDetails.forecastingSettings.seasonality.value
- taskDetails.forecastingSettings.shortSeriesHandlingConfig
- taskDetails.forecastingSettings.targetAggregateFunction
- taskDetails.forecastingSettings.targetLags
- taskDetails.forecastingSettings.targetLags.mode
- taskDetails.forecastingSettings.targetLags.values
- taskDetails.forecastingSettings.targetRollingWindowSize
- taskDetails.forecastingSettings.targetRollingWindowSize.mode
- taskDetails.forecastingSettings.targetRollingWindowSize.value
- taskDetails.forecastingSettings.timeColumnName
- taskDetails.forecastingSettings.timeSeriesIdColumnNames
- taskDetails.forecastingSettings.useStl
- taskDetails.modelSettings
- taskDetails.modelSettings.advancedSettings
- taskDetails.modelSettings.amsGradient
- taskDetails.modelSettings.augmentations
- taskDetails.modelSettings.beta1
- taskDetails.modelSettings.beta2
- taskDetails.modelSettings.checkpointFrequency
- taskDetails.modelSettings.checkpointModel
- taskDetails.modelSettings.checkpointModel.description
- taskDetails.modelSettings.checkpointModel.jobInputType
- taskDetails.modelSettings.checkpointModel.mode
- taskDetails.modelSettings.checkpointModel.uri
- taskDetails.modelSettings.checkpointRunId
- taskDetails.modelSettings.distributed
- taskDetails.modelSettings.earlyStopping
- taskDetails.modelSettings.earlyStoppingDelay
- taskDetails.modelSettings.earlyStoppingPatience
- taskDetails.modelSettings.enableOnnxNormalization
- taskDetails.modelSettings.evaluationFrequency
- taskDetails.modelSettings.gradientAccumulationStep
- taskDetails.modelSettings.layersToFreeze
- taskDetails.modelSettings.learningRate
- taskDetails.modelSettings.learningRateScheduler
- taskDetails.modelSettings.modelName
- taskDetails.modelSettings.momentum
- taskDetails.modelSettings.nesterov
- taskDetails.modelSettings.numberOfEpochs
- taskDetails.modelSettings.numberOfWorkers
- taskDetails.modelSettings.optimizer
- taskDetails.modelSettings.randomSeed
- taskDetails.modelSettings.stepLRGamma
- taskDetails.modelSettings.stepLRStepSize
- taskDetails.modelSettings.trainingBatchSize
- taskDetails.modelSettings.trainingCropSize
- taskDetails.modelSettings.validationBatchSize
- taskDetails.modelSettings.validationCropSize
- taskDetails.modelSettings.validationResizeSize
- taskDetails.modelSettings.warmupCosineLRCycles
- taskDetails.modelSettings.warmupCosineLRWarmupEpochs
- taskDetails.modelSettings.weightDecay
- taskDetails.modelSettings.weightedLoss
- taskDetails.searchSpace
- taskDetails.searchSpace.amsGradient
- taskDetails.searchSpace.augmentations
- taskDetails.searchSpace.beta1
- taskDetails.searchSpace.beta2
- taskDetails.searchSpace.distributed
- taskDetails.searchSpace.earlyStopping
- taskDetails.searchSpace.earlyStoppingDelay
- taskDetails.searchSpace.earlyStoppingPatience
- taskDetails.searchSpace.enableOnnxNormalization
- taskDetails.searchSpace.evaluationFrequency
- taskDetails.searchSpace.gradientAccumulationStep
- taskDetails.searchSpace.layersToFreeze
- taskDetails.searchSpace.learningRate
- taskDetails.searchSpace.learningRateScheduler
- taskDetails.searchSpace.modelName
- taskDetails.searchSpace.momentum
- taskDetails.searchSpace.nesterov
- taskDetails.searchSpace.numberOfEpochs
- taskDetails.searchSpace.numberOfWorkers
- taskDetails.searchSpace.optimizer
- taskDetails.searchSpace.randomSeed
- taskDetails.searchSpace.stepLRGamma
- taskDetails.searchSpace.stepLRStepSize
- taskDetails.searchSpace.trainingBatchSize
- taskDetails.searchSpace.trainingCropSize
- taskDetails.searchSpace.validationBatchSize
- taskDetails.searchSpace.validationCropSize
- taskDetails.searchSpace.validationResizeSize
- taskDetails.searchSpace.warmupCosineLRCycles
- taskDetails.searchSpace.warmupCosineLRWarmupEpochs
- taskDetails.searchSpace.weightDecay
- taskDetails.searchSpace.weightedLoss
- taskDetails.sweepSettings
- taskDetails.sweepSettings.earlyTermination
- taskDetails.sweepSettings.earlyTermination.delayEvaluation
- taskDetails.sweepSettings.earlyTermination.evaluationInterval
- taskDetails.sweepSettings.earlyTermination.policyType
- taskDetails.sweepSettings.earlyTermination.slackAmount
- taskDetails.sweepSettings.earlyTermination.slackFactor
- taskDetails.sweepSettings.earlyTermination.truncationPercentage
- taskDetails.sweepSettings.limits
- taskDetails.sweepSettings.limits.maxConcurrentTrials
- taskDetails.sweepSettings.limits.maxTrials
- taskDetails.sweepSettings.samplingAlgorithm
- taskDetails.modelSettings.boxDetectionsPerImage
- taskDetails.modelSettings.boxScoreThreshold
- taskDetails.modelSettings.imageSize
- taskDetails.modelSettings.maxSize
- taskDetails.modelSettings.minSize
- taskDetails.modelSettings.modelSize
- taskDetails.modelSettings.multiScale
- taskDetails.modelSettings.nmsIouThreshold
- taskDetails.modelSettings.tileGridSize
- taskDetails.modelSettings.tileOverlapRatio
- taskDetails.modelSettings.tilePredictionsNmsThreshold
- taskDetails.modelSettings.validationIouThreshold
- taskDetails.modelSettings.validationMetricType
- taskDetails.searchSpace.boxDetectionsPerImage
- taskDetails.searchSpace.boxScoreThreshold
- taskDetails.searchSpace.imageSize
- taskDetails.searchSpace.maxSize
- taskDetails.searchSpace.minSize
- taskDetails.searchSpace.modelSize
- taskDetails.searchSpace.multiScale
- taskDetails.searchSpace.nmsIouThreshold
- taskDetails.searchSpace.tileGridSize
- taskDetails.searchSpace.tileOverlapRatio
- taskDetails.searchSpace.tilePredictionsNmsThreshold
- taskDetails.searchSpace.validationIouThreshold
- taskDetails.searchSpace.validationMetricType
- dataConfiguration
- dataConfiguration.dataId
- dataConfiguration.incrementalDataRefreshEnabled
- jobInstructions
- jobInstructions.uri
- labelCategories
- labelCategories.{customized property}
- labelCategories.classes
- labelCategories.classes.{customized property}
- labelCategories.classes.displayName
- labelCategories.classes.subclasses
- labelCategories.classes.subclasses.{customized property}
- labelCategories.displayName
- labelCategories.multiSelectEnabled
- {customized property}
- classes
- classes.{customized property}
- classes.displayName
- classes.subclasses
- classes.subclasses.{customized property}
- displayName
- multiSelectEnabled
- labelingJobMediaProperties
- labelingJobMediaProperties.mediaType
- labelingJobMediaProperties.annotationType
- mlAssistConfiguration
- mlAssistConfiguration.mlAssist
- mlAssistConfiguration.inferencingComputeBinding
- mlAssistConfiguration.trainingComputeBinding
- sourceJobId
- archives
- args
- conf
- conf.{customized property}
- entry
- entry.sparkJobEntryType
- entry.file
- entry.className
- files
- jars
- pyFiles
- resources.runtimeVersion
- trial.resources.dockerArgs
- trial.resources.shmSize
2022-05-01
Removed:
- properties.schedule
- properties.schedule.endTime
- properties.schedule.scheduleStatus
- properties.schedule.startTime
- properties.schedule.timeZone
- properties.schedule.scheduleType
- properties.schedule.expression
- properties.schedule.frequency
- properties.schedule.interval
- properties.schedule.pattern
- properties.schedule.pattern.hours
- properties.schedule.pattern.minutes
- properties.schedule.pattern.weekdays
- taskDetails
- taskDetails.logVerbosity
- taskDetails.taskType
- taskDetails.allowedModels
- taskDetails.blockedModels
- taskDetails.dataSettings
- taskDetails.dataSettings.targetColumnName
- taskDetails.dataSettings.testData
- taskDetails.dataSettings.testData.data
- taskDetails.dataSettings.testData.data.description
- taskDetails.dataSettings.testData.data.jobInputType
- taskDetails.dataSettings.testData.data.mode
- taskDetails.dataSettings.testData.data.uri
- taskDetails.dataSettings.testData.testDataSize
- taskDetails.dataSettings.trainingData
- taskDetails.dataSettings.trainingData.data
- taskDetails.dataSettings.trainingData.data.description
- taskDetails.dataSettings.trainingData.data.jobInputType
- taskDetails.dataSettings.trainingData.data.mode
- taskDetails.dataSettings.trainingData.data.uri
- taskDetails.dataSettings.validationData
- taskDetails.dataSettings.validationData.cvSplitColumnNames
- taskDetails.dataSettings.validationData.data
- taskDetails.dataSettings.validationData.data.description
- taskDetails.dataSettings.validationData.data.jobInputType
- taskDetails.dataSettings.validationData.data.mode
- taskDetails.dataSettings.validationData.data.uri
- taskDetails.dataSettings.validationData.nCrossValidations
- taskDetails.dataSettings.validationData.nCrossValidations.mode
- taskDetails.dataSettings.validationData.nCrossValidations.value
- taskDetails.dataSettings.validationData.validationDataSize
- taskDetails.dataSettings.weightColumnName
- taskDetails.featurizationSettings
- taskDetails.featurizationSettings.blockedTransformers
- taskDetails.featurizationSettings.columnNameAndTypes
- taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
- taskDetails.featurizationSettings.datasetLanguage
- taskDetails.featurizationSettings.dropColumns
- taskDetails.featurizationSettings.enableDnnFeaturization
- taskDetails.featurizationSettings.mode
- taskDetails.featurizationSettings.transformerParams
- taskDetails.featurizationSettings.transformerParams.{customized property}
- taskDetails.featurizationSettings.transformerParams.{customized property}.fields
- taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
- taskDetails.limitSettings
- taskDetails.limitSettings.enableEarlyTermination
- taskDetails.limitSettings.exitScore
- taskDetails.limitSettings.maxConcurrentTrials
- taskDetails.limitSettings.maxCoresPerTrial
- taskDetails.limitSettings.maxTrials
- taskDetails.limitSettings.timeout
- taskDetails.limitSettings.trialTimeout
- taskDetails.primaryMetric
- taskDetails.trainingSettings
- taskDetails.trainingSettings.enableDnnTraining
- taskDetails.trainingSettings.enableModelExplainability
- taskDetails.trainingSettings.enableOnnxCompatibleModels
- taskDetails.trainingSettings.enableStackEnsemble
- taskDetails.trainingSettings.enableVoteEnsemble
- taskDetails.trainingSettings.ensembleModelDownloadTimeout
- taskDetails.trainingSettings.stackEnsembleSettings
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
- taskDetails.forecastingSettings
- taskDetails.forecastingSettings.countryOrRegionForHolidays
- taskDetails.forecastingSettings.cvStepSize
- taskDetails.forecastingSettings.featureLags
- taskDetails.forecastingSettings.forecastHorizon
- taskDetails.forecastingSettings.forecastHorizon.mode
- taskDetails.forecastingSettings.forecastHorizon.value
- taskDetails.forecastingSettings.frequency
- taskDetails.forecastingSettings.seasonality
- taskDetails.forecastingSettings.seasonality.mode
- taskDetails.forecastingSettings.seasonality.value
- taskDetails.forecastingSettings.shortSeriesHandlingConfig
- taskDetails.forecastingSettings.targetAggregateFunction
- taskDetails.forecastingSettings.targetLags
- taskDetails.forecastingSettings.targetLags.mode
- taskDetails.forecastingSettings.targetLags.values
- taskDetails.forecastingSettings.targetRollingWindowSize
- taskDetails.forecastingSettings.targetRollingWindowSize.mode
- taskDetails.forecastingSettings.targetRollingWindowSize.value
- taskDetails.forecastingSettings.timeColumnName
- taskDetails.forecastingSettings.timeSeriesIdColumnNames
- taskDetails.forecastingSettings.useStl
- taskDetails.modelSettings
- taskDetails.modelSettings.advancedSettings
- taskDetails.modelSettings.amsGradient
- taskDetails.modelSettings.augmentations
- taskDetails.modelSettings.beta1
- taskDetails.modelSettings.beta2
- taskDetails.modelSettings.checkpointDatasetId
- taskDetails.modelSettings.checkpointFilename
- taskDetails.modelSettings.checkpointFrequency
- taskDetails.modelSettings.checkpointRunId
- taskDetails.modelSettings.distributed
- taskDetails.modelSettings.earlyStopping
- taskDetails.modelSettings.earlyStoppingDelay
- taskDetails.modelSettings.earlyStoppingPatience
- taskDetails.modelSettings.enableOnnxNormalization
- taskDetails.modelSettings.evaluationFrequency
- taskDetails.modelSettings.gradientAccumulationStep
- taskDetails.modelSettings.layersToFreeze
- taskDetails.modelSettings.learningRate
- taskDetails.modelSettings.learningRateScheduler
- taskDetails.modelSettings.modelName
- taskDetails.modelSettings.momentum
- taskDetails.modelSettings.nesterov
- taskDetails.modelSettings.numberOfEpochs
- taskDetails.modelSettings.numberOfWorkers
- taskDetails.modelSettings.optimizer
- taskDetails.modelSettings.randomSeed
- taskDetails.modelSettings.splitRatio
- taskDetails.modelSettings.stepLRGamma
- taskDetails.modelSettings.stepLRStepSize
- taskDetails.modelSettings.trainingBatchSize
- taskDetails.modelSettings.trainingCropSize
- taskDetails.modelSettings.validationBatchSize
- taskDetails.modelSettings.validationCropSize
- taskDetails.modelSettings.validationResizeSize
- taskDetails.modelSettings.warmupCosineLRCycles
- taskDetails.modelSettings.warmupCosineLRWarmupEpochs
- taskDetails.modelSettings.weightDecay
- taskDetails.modelSettings.weightedLoss
- taskDetails.searchSpace
- taskDetails.searchSpace.amsGradient
- taskDetails.searchSpace.augmentations
- taskDetails.searchSpace.beta1
- taskDetails.searchSpace.beta2
- taskDetails.searchSpace.distributed
- taskDetails.searchSpace.earlyStopping
- taskDetails.searchSpace.earlyStoppingDelay
- taskDetails.searchSpace.earlyStoppingPatience
- taskDetails.searchSpace.enableOnnxNormalization
- taskDetails.searchSpace.evaluationFrequency
- taskDetails.searchSpace.gradientAccumulationStep
- taskDetails.searchSpace.layersToFreeze
- taskDetails.searchSpace.learningRate
- taskDetails.searchSpace.learningRateScheduler
- taskDetails.searchSpace.modelName
- taskDetails.searchSpace.momentum
- taskDetails.searchSpace.nesterov
- taskDetails.searchSpace.numberOfEpochs
- taskDetails.searchSpace.numberOfWorkers
- taskDetails.searchSpace.optimizer
- taskDetails.searchSpace.randomSeed
- taskDetails.searchSpace.splitRatio
- taskDetails.searchSpace.stepLRGamma
- taskDetails.searchSpace.stepLRStepSize
- taskDetails.searchSpace.trainingBatchSize
- taskDetails.searchSpace.trainingCropSize
- taskDetails.searchSpace.validationBatchSize
- taskDetails.searchSpace.validationCropSize
- taskDetails.searchSpace.validationResizeSize
- taskDetails.searchSpace.warmupCosineLRCycles
- taskDetails.searchSpace.warmupCosineLRWarmupEpochs
- taskDetails.searchSpace.weightDecay
- taskDetails.searchSpace.weightedLoss
- taskDetails.sweepSettings
- taskDetails.sweepSettings.earlyTermination
- taskDetails.sweepSettings.earlyTermination.delayEvaluation
- taskDetails.sweepSettings.earlyTermination.evaluationInterval
- taskDetails.sweepSettings.earlyTermination.policyType
- taskDetails.sweepSettings.earlyTermination.slackAmount
- taskDetails.sweepSettings.earlyTermination.slackFactor
- taskDetails.sweepSettings.earlyTermination.truncationPercentage
- taskDetails.sweepSettings.limits
- taskDetails.sweepSettings.limits.maxConcurrentTrials
- taskDetails.sweepSettings.limits.maxTrials
- taskDetails.sweepSettings.samplingAlgorithm
- taskDetails.modelSettings.boxDetectionsPerImage
- taskDetails.modelSettings.boxScoreThreshold
- taskDetails.modelSettings.imageSize
- taskDetails.modelSettings.maxSize
- taskDetails.modelSettings.minSize
- taskDetails.modelSettings.modelSize
- taskDetails.modelSettings.multiScale
- taskDetails.modelSettings.nmsIouThreshold
- taskDetails.modelSettings.tileGridSize
- taskDetails.modelSettings.tileOverlapRatio
- taskDetails.modelSettings.tilePredictionsNmsThreshold
- taskDetails.modelSettings.validationIouThreshold
- taskDetails.modelSettings.validationMetricType
- taskDetails.searchSpace.boxDetectionsPerImage
- taskDetails.searchSpace.boxScoreThreshold
- taskDetails.searchSpace.imageSize
- taskDetails.searchSpace.maxSize
- taskDetails.searchSpace.minSize
- taskDetails.searchSpace.modelSize
- taskDetails.searchSpace.multiScale
- taskDetails.searchSpace.nmsIouThreshold
- taskDetails.searchSpace.tileGridSize
- taskDetails.searchSpace.tileOverlapRatio
- taskDetails.searchSpace.tilePredictionsNmsThreshold
- taskDetails.searchSpace.validationIouThreshold
- taskDetails.searchSpace.validationMetricType
Updated:
- properties.services.{customized property}.properties.jobType - Added values: 'Command' (required) - Removed values: 'AutoML' (required)
- properties.services.{customized property}.properties.environmentId changed to required.
- properties.services.{customized property}.properties.outputs.{customized property}.jobOutputType - Added values: 'custom_model' (required) 'mlflow_model' (required) 'mltable' (required) 'triton_model' (required) 'uri_file' (required) 'uri_folder' (required) - Removed values: 'CustomModel' (required) 'MLFlowModel' (required) 'MLTable' (required) 'TritonModel' (required) 'UriFile' (required) 'UriFolder' (required)
- properties.services.{customized property}.jobType - Added values: 'Command' (required) - Removed values: 'AutoML' (required)
- properties.services.{customized property}.environmentId changed to required.
- properties.services.{customized property}.properties.outputs.jobOutputType - Added values: 'custom_model' (required) 'mlflow_model' (required) 'mltable' (required) 'triton_model' (required) 'uri_file' (required) 'uri_folder' (required) - Removed values: 'CustomModel' (required) 'MLFlowModel' (required) 'MLTable' (required) 'TritonModel' (required) 'UriFile' (required) 'UriFolder' (required)
2022-02-01-preview
Added:
- properties.computeId
- properties.displayName
- properties.isArchived
- properties.schedule
- properties.schedule.endTime
- properties.schedule.scheduleStatus
- properties.schedule.startTime
- properties.schedule.timeZone
- properties.schedule.scheduleType
- properties.schedule.expression
- properties.schedule.frequency
- properties.schedule.interval
- properties.schedule.pattern
- properties.schedule.pattern.hours
- properties.schedule.pattern.minutes
- properties.schedule.pattern.weekdays
- properties.services
- properties.services.{customized property}
- properties.services.endpoint
- properties.services.jobServiceType
- properties.services.port
- properties.services.properties
- properties.services.properties.{customized property}
- tags
- tags.{customized property}
- environmentId
- environmentVariables
- environmentVariables.{customized property}
- outputs
- outputs.{customized property}
- outputs.description
- outputs.jobOutputType
- outputs.mode
- outputs.uri
- resources
- resources.instanceCount
- resources.instanceType
- resources.properties
- resources.properties.{customized property}
- taskDetails
- taskDetails.logVerbosity
- taskDetails.taskType
- taskDetails.allowedModels
- taskDetails.blockedModels
- taskDetails.dataSettings
- taskDetails.dataSettings.targetColumnName
- taskDetails.dataSettings.testData
- taskDetails.dataSettings.testData.data
- taskDetails.dataSettings.testData.data.description
- taskDetails.dataSettings.testData.data.jobInputType
- taskDetails.dataSettings.testData.data.mode
- taskDetails.dataSettings.testData.data.uri
- taskDetails.dataSettings.testData.testDataSize
- taskDetails.dataSettings.trainingData
- taskDetails.dataSettings.trainingData.data
- taskDetails.dataSettings.trainingData.data.description
- taskDetails.dataSettings.trainingData.data.jobInputType
- taskDetails.dataSettings.trainingData.data.mode
- taskDetails.dataSettings.trainingData.data.uri
- taskDetails.dataSettings.validationData
- taskDetails.dataSettings.validationData.cvSplitColumnNames
- taskDetails.dataSettings.validationData.data
- taskDetails.dataSettings.validationData.data.description
- taskDetails.dataSettings.validationData.data.jobInputType
- taskDetails.dataSettings.validationData.data.mode
- taskDetails.dataSettings.validationData.data.uri
- taskDetails.dataSettings.validationData.nCrossValidations
- taskDetails.dataSettings.validationData.nCrossValidations.mode
- taskDetails.dataSettings.validationData.nCrossValidations.value
- taskDetails.dataSettings.validationData.validationDataSize
- taskDetails.dataSettings.weightColumnName
- taskDetails.featurizationSettings
- taskDetails.featurizationSettings.blockedTransformers
- taskDetails.featurizationSettings.columnNameAndTypes
- taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
- taskDetails.featurizationSettings.datasetLanguage
- taskDetails.featurizationSettings.dropColumns
- taskDetails.featurizationSettings.enableDnnFeaturization
- taskDetails.featurizationSettings.mode
- taskDetails.featurizationSettings.transformerParams
- taskDetails.featurizationSettings.transformerParams.{customized property}
- taskDetails.featurizationSettings.transformerParams.{customized property}.fields
- taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
- taskDetails.limitSettings
- taskDetails.limitSettings.enableEarlyTermination
- taskDetails.limitSettings.exitScore
- taskDetails.limitSettings.maxConcurrentTrials
- taskDetails.limitSettings.maxCoresPerTrial
- taskDetails.limitSettings.maxTrials
- taskDetails.limitSettings.timeout
- taskDetails.limitSettings.trialTimeout
- taskDetails.primaryMetric
- taskDetails.trainingSettings
- taskDetails.trainingSettings.enableDnnTraining
- taskDetails.trainingSettings.enableModelExplainability
- taskDetails.trainingSettings.enableOnnxCompatibleModels
- taskDetails.trainingSettings.enableStackEnsemble
- taskDetails.trainingSettings.enableVoteEnsemble
- taskDetails.trainingSettings.ensembleModelDownloadTimeout
- taskDetails.trainingSettings.stackEnsembleSettings
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
- taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
- taskDetails.forecastingSettings
- taskDetails.forecastingSettings.countryOrRegionForHolidays
- taskDetails.forecastingSettings.cvStepSize
- taskDetails.forecastingSettings.featureLags
- taskDetails.forecastingSettings.forecastHorizon
- taskDetails.forecastingSettings.forecastHorizon.mode
- taskDetails.forecastingSettings.forecastHorizon.value
- taskDetails.forecastingSettings.frequency
- taskDetails.forecastingSettings.seasonality
- taskDetails.forecastingSettings.seasonality.mode
- taskDetails.forecastingSettings.seasonality.value
- taskDetails.forecastingSettings.shortSeriesHandlingConfig
- taskDetails.forecastingSettings.targetAggregateFunction
- taskDetails.forecastingSettings.targetLags
- taskDetails.forecastingSettings.targetLags.mode
- taskDetails.forecastingSettings.targetLags.values
- taskDetails.forecastingSettings.targetRollingWindowSize
- taskDetails.forecastingSettings.targetRollingWindowSize.mode
- taskDetails.forecastingSettings.targetRollingWindowSize.value
- taskDetails.forecastingSettings.timeColumnName
- taskDetails.forecastingSettings.timeSeriesIdColumnNames
- taskDetails.forecastingSettings.useStl
- taskDetails.modelSettings
- taskDetails.modelSettings.advancedSettings
- taskDetails.modelSettings.amsGradient
- taskDetails.modelSettings.augmentations
- taskDetails.modelSettings.beta1
- taskDetails.modelSettings.beta2
- taskDetails.modelSettings.checkpointDatasetId
- taskDetails.modelSettings.checkpointFilename
- taskDetails.modelSettings.checkpointFrequency
- taskDetails.modelSettings.checkpointRunId
- taskDetails.modelSettings.distributed
- taskDetails.modelSettings.earlyStopping
- taskDetails.modelSettings.earlyStoppingDelay
- taskDetails.modelSettings.earlyStoppingPatience
- taskDetails.modelSettings.enableOnnxNormalization
- taskDetails.modelSettings.evaluationFrequency
- taskDetails.modelSettings.gradientAccumulationStep
- taskDetails.modelSettings.layersToFreeze
- taskDetails.modelSettings.learningRate
- taskDetails.modelSettings.learningRateScheduler
- taskDetails.modelSettings.modelName
- taskDetails.modelSettings.momentum
- taskDetails.modelSettings.nesterov
- taskDetails.modelSettings.numberOfEpochs
- taskDetails.modelSettings.numberOfWorkers
- taskDetails.modelSettings.optimizer
- taskDetails.modelSettings.randomSeed
- taskDetails.modelSettings.splitRatio
- taskDetails.modelSettings.stepLRGamma
- taskDetails.modelSettings.stepLRStepSize
- taskDetails.modelSettings.trainingBatchSize
- taskDetails.modelSettings.trainingCropSize
- taskDetails.modelSettings.validationBatchSize
- taskDetails.modelSettings.validationCropSize
- taskDetails.modelSettings.validationResizeSize
- taskDetails.modelSettings.warmupCosineLRCycles
- taskDetails.modelSettings.warmupCosineLRWarmupEpochs
- taskDetails.modelSettings.weightDecay
- taskDetails.modelSettings.weightedLoss
- taskDetails.searchSpace
- taskDetails.searchSpace.amsGradient
- taskDetails.searchSpace.augmentations
- taskDetails.searchSpace.beta1
- taskDetails.searchSpace.beta2
- taskDetails.searchSpace.distributed
- taskDetails.searchSpace.earlyStopping
- taskDetails.searchSpace.earlyStoppingDelay
- taskDetails.searchSpace.earlyStoppingPatience
- taskDetails.searchSpace.enableOnnxNormalization
- taskDetails.searchSpace.evaluationFrequency
- taskDetails.searchSpace.gradientAccumulationStep
- taskDetails.searchSpace.layersToFreeze
- taskDetails.searchSpace.learningRate
- taskDetails.searchSpace.learningRateScheduler
- taskDetails.searchSpace.modelName
- taskDetails.searchSpace.momentum
- taskDetails.searchSpace.nesterov
- taskDetails.searchSpace.numberOfEpochs
- taskDetails.searchSpace.numberOfWorkers
- taskDetails.searchSpace.optimizer
- taskDetails.searchSpace.randomSeed
- taskDetails.searchSpace.splitRatio
- taskDetails.searchSpace.stepLRGamma
- taskDetails.searchSpace.stepLRStepSize
- taskDetails.searchSpace.trainingBatchSize
- taskDetails.searchSpace.trainingCropSize
- taskDetails.searchSpace.validationBatchSize
- taskDetails.searchSpace.validationCropSize
- taskDetails.searchSpace.validationResizeSize
- taskDetails.searchSpace.warmupCosineLRCycles
- taskDetails.searchSpace.warmupCosineLRWarmupEpochs
- taskDetails.searchSpace.weightDecay
- taskDetails.searchSpace.weightedLoss
- taskDetails.sweepSettings
- taskDetails.sweepSettings.earlyTermination
- taskDetails.sweepSettings.earlyTermination.delayEvaluation
- taskDetails.sweepSettings.earlyTermination.evaluationInterval
- taskDetails.sweepSettings.earlyTermination.policyType
- taskDetails.sweepSettings.earlyTermination.slackAmount
- taskDetails.sweepSettings.earlyTermination.slackFactor
- taskDetails.sweepSettings.earlyTermination.truncationPercentage
- taskDetails.sweepSettings.limits
- taskDetails.sweepSettings.limits.maxConcurrentTrials
- taskDetails.sweepSettings.limits.maxTrials
- taskDetails.sweepSettings.samplingAlgorithm
- taskDetails.modelSettings.boxDetectionsPerImage
- taskDetails.modelSettings.boxScoreThreshold
- taskDetails.modelSettings.imageSize
- taskDetails.modelSettings.maxSize
- taskDetails.modelSettings.minSize
- taskDetails.modelSettings.modelSize
- taskDetails.modelSettings.multiScale
- taskDetails.modelSettings.nmsIouThreshold
- taskDetails.modelSettings.tileGridSize
- taskDetails.modelSettings.tileOverlapRatio
- taskDetails.modelSettings.tilePredictionsNmsThreshold
- taskDetails.modelSettings.validationIouThreshold
- taskDetails.modelSettings.validationMetricType
- taskDetails.searchSpace.boxDetectionsPerImage
- taskDetails.searchSpace.boxScoreThreshold
- taskDetails.searchSpace.imageSize
- taskDetails.searchSpace.maxSize
- taskDetails.searchSpace.minSize
- taskDetails.searchSpace.modelSize
- taskDetails.searchSpace.multiScale
- taskDetails.searchSpace.nmsIouThreshold
- taskDetails.searchSpace.tileGridSize
- taskDetails.searchSpace.tileOverlapRatio
- taskDetails.searchSpace.tilePredictionsNmsThreshold
- taskDetails.searchSpace.validationIouThreshold
- taskDetails.searchSpace.validationMetricType
- codeId
- command
- distribution
- distribution.distributionType
- distribution.processCountPerInstance
- distribution.parameterServerCount
- distribution.workerCount
- inputs
- inputs.{customized property}
- inputs.description
- inputs.jobInputType
- inputs.mode
- inputs.uri
- inputs.value
- limits
- limits.jobLimitsType
- limits.timeout
- jobs
- jobs.{customized property}
- settings
- limits.maxConcurrentTrials
- limits.maxTotalTrials
- limits.trialTimeout
- samplingAlgorithm
- samplingAlgorithm.samplingAlgorithmType
- samplingAlgorithm.rule
- samplingAlgorithm.seed
- trial.resources
- trial.resources.instanceCount
- trial.resources.instanceType
- trial.resources.properties
- trial.resources.properties.{customized property}
Removed:
- properties.tags
- properties.tags.{customized property}
- properties.jobType
- properties.codeId
- properties.command
- properties.compute
- properties.compute.instanceCount
- properties.compute.instanceType
- properties.compute.isLocal
- properties.compute.location
- properties.compute.properties
- properties.compute.properties.{customized property}
- properties.compute.target
- properties.distribution
- properties.distribution.distributionType
- properties.distribution.processCountPerInstance
- properties.distribution.processCount
- properties.distribution.parameterServerCount
- properties.distribution.workerCount
- properties.environmentId
- properties.environmentVariables
- properties.environmentVariables.{customized property}
- properties.inputDataBindings
- properties.inputDataBindings.{customized property}
- properties.inputDataBindings.dataId
- properties.inputDataBindings.mode
- properties.inputDataBindings.pathOnCompute
- outputDataBindings
- outputDataBindings.{customized property}
- outputDataBindings.datastoreId
- outputDataBindings.mode
- outputDataBindings.pathOnCompute
- outputDataBindings.pathOnDatastore
- priority
- timeout
- algorithm
- compute
- compute.instanceCount
- compute.instanceType
- compute.isLocal
- compute.location
- compute.properties
- compute.properties.{customized property}
- compute.target
- experimentName
- identity
- identity.identityType
- identity.clientId
- identity.objectId
- identity.resourceId
- maxConcurrentTrials
- maxTotalTrials
- searchSpace.{customized property}
- trial.distribution.processCount
- trial.inputDataBindings
- trial.inputDataBindings.{customized property}
- trial.inputDataBindings.dataId
- trial.inputDataBindings.mode
- trial.inputDataBindings.pathOnCompute
Updated:
- properties.jobType - Removed values: 'Command' (required)
2021-03-01-preview
Oldest version tracked in change log
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