API version change log for deployment of Microsoft.MachineLearningServices/workspaces/schedules

This article describes the properties that changed in each API version for Microsoft.MachineLearningServices/workspaces/schedules. It only covers properties that are available during deployments.

2023-10-01

Added:

• properties.action.jobDefinition.properties
• properties.action.jobDefinition.properties.{customized property}
• properties.action.jobDefinition.services
• properties.action.jobDefinition.services.{customized property}
• properties.action.jobDefinition.services.endpoint
• properties.action.jobDefinition.services.jobServiceType
• properties.action.jobDefinition.services.nodes
• properties.action.jobDefinition.services.nodes.nodesValueType
• properties.action.jobDefinition.services.port
• properties.action.jobDefinition.services.properties
• properties.action.jobDefinition.services.properties.{customized property}
• properties.action.tags
• properties.action.tags.{customized property}
• properties.action.jobType
• properties.action.environmentId
• properties.action.environmentVariables
• properties.action.environmentVariables.{customized property}
• properties.action.outputs
• properties.action.outputs.{customized property}
• properties.action.outputs.description
• properties.action.outputs.jobOutputType
• properties.action.outputs.mode
• properties.action.outputs.uri
• properties.queueSettings
• properties.queueSettings.jobTier
• properties.resources
• properties.resources.dockerArgs
• properties.resources.instanceCount
• properties.resources.instanceType
• properties.resources.properties
• properties.resources.properties.{customized property}
• properties.resources.shmSize
• properties.taskDetails
• properties.taskDetails.logVerbosity
• properties.taskDetails.targetColumnName
• properties.taskDetails.trainingData
• properties.taskDetails.trainingData.description
• properties.taskDetails.trainingData.jobInputType
• properties.taskDetails.trainingData.mode
• properties.taskDetails.trainingData.uri
• properties.taskDetails.taskType
• properties.taskDetails.cvSplitColumnNames
• properties.taskDetails.featurizationSettings
• properties.taskDetails.featurizationSettings.blockedTransformers
• properties.taskDetails.featurizationSettings.columnNameAndTypes
• properties.taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
• properties.taskDetails.featurizationSettings.datasetLanguage
• properties.taskDetails.featurizationSettings.enableDnnFeaturization
• properties.taskDetails.featurizationSettings.mode
• properties.taskDetails.featurizationSettings.transformerParams
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.fields
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
• properties.taskDetails.limitSettings
• properties.taskDetails.limitSettings.enableEarlyTermination
• properties.taskDetails.limitSettings.exitScore
• properties.taskDetails.limitSettings.maxConcurrentTrials
• properties.taskDetails.limitSettings.maxCoresPerTrial
• properties.taskDetails.limitSettings.maxTrials
• properties.taskDetails.limitSettings.timeout
• properties.taskDetails.limitSettings.trialTimeout
• properties.taskDetails.nCrossValidations
• properties.taskDetails.nCrossValidations.mode
• properties.taskDetails.nCrossValidations.value
• properties.taskDetails.positiveLabel
• properties.taskDetails.primaryMetric
• properties.taskDetails.testData
• properties.taskDetails.testData.description
• properties.taskDetails.testData.jobInputType
• properties.taskDetails.testData.mode
• properties.taskDetails.testData.uri
• properties.taskDetails.testDataSize
• properties.taskDetails.trainingSettings
• properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
• properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
• properties.taskDetails.trainingSettings.enableDnnTraining
• properties.taskDetails.trainingSettings.enableModelExplainability
• properties.taskDetails.trainingSettings.enableOnnxCompatibleModels
• properties.taskDetails.trainingSettings.enableStackEnsemble
• properties.taskDetails.trainingSettings.enableVoteEnsemble
• properties.taskDetails.trainingSettings.ensembleModelDownloadTimeout
• properties.taskDetails.trainingSettings.stackEnsembleSettings
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
• properties.taskDetails.validationData
• properties.taskDetails.validationData.description
• properties.taskDetails.validationData.jobInputType
• properties.taskDetails.validationData.mode
• properties.taskDetails.validationData.uri
• properties.taskDetails.validationDataSize
• properties.taskDetails.weightColumnName
• properties.taskDetails.forecastingSettings
• properties.taskDetails.forecastingSettings.countryOrRegionForHolidays
• properties.taskDetails.forecastingSettings.cvStepSize
• properties.taskDetails.forecastingSettings.featureLags
• properties.taskDetails.forecastingSettings.forecastHorizon
• properties.taskDetails.forecastingSettings.forecastHorizon.mode
• properties.taskDetails.forecastingSettings.forecastHorizon.value
• properties.taskDetails.forecastingSettings.frequency
• properties.taskDetails.forecastingSettings.seasonality
• properties.taskDetails.forecastingSettings.seasonality.mode
• properties.taskDetails.forecastingSettings.seasonality.value
• properties.taskDetails.forecastingSettings.shortSeriesHandlingConfig
• properties.taskDetails.forecastingSettings.targetAggregateFunction
• properties.taskDetails.forecastingSettings.targetLags
• properties.taskDetails.forecastingSettings.targetLags.mode
• properties.taskDetails.forecastingSettings.targetLags.values
• properties.taskDetails.forecastingSettings.targetRollingWindowSize
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.mode
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.value
• properties.taskDetails.forecastingSettings.timeColumnName
• properties.taskDetails.forecastingSettings.timeSeriesIdColumnNames
• properties.taskDetails.forecastingSettings.useStl
• properties.taskDetails.modelSettings
• properties.taskDetails.modelSettings.advancedSettings
• properties.taskDetails.modelSettings.amsGradient
• properties.taskDetails.modelSettings.augmentations
• properties.taskDetails.modelSettings.beta1
• properties.taskDetails.modelSettings.beta2
• properties.taskDetails.modelSettings.checkpointFrequency
• properties.taskDetails.modelSettings.checkpointModel
• properties.taskDetails.modelSettings.checkpointModel.description
• properties.taskDetails.modelSettings.checkpointModel.jobInputType
• properties.taskDetails.modelSettings.checkpointModel.mode
• properties.taskDetails.modelSettings.checkpointModel.uri
• properties.taskDetails.modelSettings.checkpointRunId
• properties.taskDetails.modelSettings.distributed
• properties.taskDetails.modelSettings.earlyStopping
• properties.taskDetails.modelSettings.earlyStoppingDelay
• properties.taskDetails.modelSettings.earlyStoppingPatience
• properties.taskDetails.modelSettings.enableOnnxNormalization
• properties.taskDetails.modelSettings.evaluationFrequency
• properties.taskDetails.modelSettings.gradientAccumulationStep
• properties.taskDetails.modelSettings.layersToFreeze
• properties.taskDetails.modelSettings.learningRate
• properties.taskDetails.modelSettings.learningRateScheduler
• properties.taskDetails.modelSettings.modelName
• properties.taskDetails.modelSettings.momentum
• properties.taskDetails.modelSettings.nesterov
• properties.taskDetails.modelSettings.numberOfEpochs
• properties.taskDetails.modelSettings.numberOfWorkers
• properties.taskDetails.modelSettings.optimizer
• properties.taskDetails.modelSettings.randomSeed
• properties.taskDetails.modelSettings.stepLRGamma
• properties.taskDetails.modelSettings.stepLRStepSize
• properties.taskDetails.modelSettings.trainingBatchSize
• properties.taskDetails.modelSettings.trainingCropSize
• properties.taskDetails.modelSettings.validationBatchSize
• properties.taskDetails.modelSettings.validationCropSize
• properties.taskDetails.modelSettings.validationResizeSize
• properties.taskDetails.modelSettings.warmupCosineLRCycles
• properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
• properties.taskDetails.modelSettings.weightDecay
• properties.taskDetails.modelSettings.weightedLoss
• properties.taskDetails.searchSpace
• properties.taskDetails.searchSpace.amsGradient
• properties.taskDetails.searchSpace.augmentations
• properties.taskDetails.searchSpace.beta1
• properties.taskDetails.searchSpace.beta2
• properties.taskDetails.searchSpace.distributed
• properties.taskDetails.searchSpace.earlyStopping
• properties.taskDetails.searchSpace.earlyStoppingDelay
• properties.taskDetails.searchSpace.earlyStoppingPatience
• properties.taskDetails.searchSpace.enableOnnxNormalization
• properties.taskDetails.searchSpace.evaluationFrequency
• properties.taskDetails.searchSpace.gradientAccumulationStep
• properties.taskDetails.searchSpace.layersToFreeze
• properties.taskDetails.searchSpace.learningRate
• properties.taskDetails.searchSpace.learningRateScheduler
• properties.taskDetails.searchSpace.modelName
• properties.taskDetails.searchSpace.momentum
• properties.taskDetails.searchSpace.nesterov
• properties.taskDetails.searchSpace.numberOfEpochs
• properties.taskDetails.searchSpace.numberOfWorkers
• properties.taskDetails.searchSpace.optimizer
• properties.taskDetails.searchSpace.randomSeed
• properties.taskDetails.searchSpace.stepLRGamma
• properties.taskDetails.searchSpace.stepLRStepSize
• properties.taskDetails.searchSpace.trainingBatchSize
• properties.taskDetails.searchSpace.trainingCropSize
• properties.taskDetails.searchSpace.validationBatchSize
• properties.taskDetails.searchSpace.validationCropSize
• properties.taskDetails.searchSpace.validationResizeSize
• properties.taskDetails.searchSpace.warmupCosineLRCycles
• properties.taskDetails.searchSpace.warmupCosineLRWarmupEpochs
• properties.taskDetails.searchSpace.weightDecay
• properties.taskDetails.searchSpace.weightedLoss
• properties.taskDetails.sweepSettings
• properties.taskDetails.sweepSettings.earlyTermination
• properties.taskDetails.sweepSettings.earlyTermination.delayEvaluation
• properties.taskDetails.sweepSettings.earlyTermination.evaluationInterval
• properties.taskDetails.sweepSettings.earlyTermination.policyType
• properties.taskDetails.sweepSettings.earlyTermination.slackAmount
• properties.taskDetails.sweepSettings.earlyTermination.slackFactor
• properties.taskDetails.sweepSettings.earlyTermination.truncationPercentage
• properties.taskDetails.sweepSettings.samplingAlgorithm
• properties.taskDetails.modelSettings.boxDetectionsPerImage
• properties.taskDetails.modelSettings.boxScoreThreshold
• properties.taskDetails.modelSettings.imageSize
• properties.taskDetails.modelSettings.maxSize
• properties.taskDetails.modelSettings.minSize
• properties.taskDetails.modelSettings.modelSize
• properties.taskDetails.modelSettings.multiScale
• properties.taskDetails.modelSettings.nmsIouThreshold
• properties.taskDetails.modelSettings.tileGridSize
• properties.taskDetails.modelSettings.tileOverlapRatio
• properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
• properties.taskDetails.modelSettings.validationIouThreshold
• properties.taskDetails.modelSettings.validationMetricType
• properties.taskDetails.searchSpace.boxDetectionsPerImage
• properties.taskDetails.searchSpace.boxScoreThreshold
• properties.taskDetails.searchSpace.imageSize
• properties.taskDetails.searchSpace.maxSize
• properties.taskDetails.searchSpace.minSize
• properties.taskDetails.searchSpace.modelSize
• properties.taskDetails.searchSpace.multiScale
• properties.taskDetails.searchSpace.nmsIouThreshold
• properties.taskDetails.searchSpace.tileGridSize
• properties.taskDetails.searchSpace.tileOverlapRatio
• properties.taskDetails.searchSpace.tilePredictionsNmsThreshold
• properties.taskDetails.searchSpace.validationIouThreshold
• properties.taskDetails.searchSpace.validationMetricType
• properties.jobType
• properties.codeId
• properties.command
• properties.distribution
• properties.distribution.distributionType
• properties.distribution.processCountPerInstance
• properties.distribution.parameterServerCount
• properties.distribution.workerCount
• properties.environmentId
• properties.environmentVariables
• properties.environmentVariables.{customized property}
• properties.inputs
• properties.inputs.{customized property}
• properties.inputs.description
• properties.inputs.jobInputType
• properties.inputs.mode
• properties.inputs.uri
• properties.inputs.value
• properties.actionType
• properties.monitorDefinition
• properties.monitorDefinition.alertNotificationSettings
• properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings
• properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings.emails
• properties.monitorDefinition.computeConfiguration
• properties.monitorDefinition.computeConfiguration.computeType
• properties.monitorDefinition.computeConfiguration.computeIdentity
• properties.monitorDefinition.computeConfiguration.computeIdentity.computeIdentityType
• properties.monitorDefinition.computeConfiguration.computeIdentity.identity
• properties.monitorDefinition.computeConfiguration.computeIdentity.identity.type
• properties.monitorDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities
• properties.monitorDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities.{customized property}
• properties.monitorDefinition.computeConfiguration.instanceType
• properties.monitorDefinition.computeConfiguration.runtimeVersion
• properties.monitorDefinition.monitoringTarget
• properties.monitorDefinition.monitoringTarget.deploymentId
• properties.monitorDefinition.monitoringTarget.modelId
• properties.monitorDefinition.monitoringTarget.taskType
• properties.monitorDefinition.signals
• properties.monitorDefinition.signals.{customized property}
• properties.monitorDefinition.signals.notificationTypes
• properties.monitorDefinition.signals.properties
• properties.monitorDefinition.signals.properties.{customized property}
• properties.monitorDefinition.signals.signalType
• properties.monitorDefinition.signals.componentId
• properties.monitorDefinition.signals.inputAssets
• properties.monitorDefinition.signals.inputAssets.{customized property}
• properties.monitorDefinition.signals.inputAssets.columns
• properties.monitorDefinition.signals.inputAssets.columns.{customized property}
• properties.monitorDefinition.signals.inputAssets.dataContext
• properties.monitorDefinition.signals.inputAssets.jobInputType
• properties.monitorDefinition.signals.inputAssets.uri
• properties.monitorDefinition.signals.inputAssets.inputDataType
• properties.monitorDefinition.signals.inputAssets.preprocessingComponentId
• properties.monitorDefinition.signals.inputAssets.windowOffset
• properties.monitorDefinition.signals.inputAssets.windowSize
• properties.monitorDefinition.signals.inputAssets.windowEnd
• properties.monitorDefinition.signals.inputAssets.windowStart
• properties.monitorDefinition.inputs
• properties.monitorDefinition.inputs.{customized property}
• properties.monitorDefinition.inputs.description
• properties.monitorDefinition.inputs.jobInputType
• properties.metricThresholds
• properties.metricThresholds.metric
• properties.metricThresholds.threshold
• properties.metricThresholds.threshold.value
• properties.signalType
• properties.featureDataTypeOverride
• properties.featureDataTypeOverride.{customized property}
• properties.featureImportanceSettings
• properties.featureImportanceSettings.mode
• properties.featureImportanceSettings.targetColumn
• properties.features
• properties.features.filterType
• properties.features.features
• properties.features.top
• properties.metricThresholds.dataType
• properties.productionData
• properties.productionData.columns
• properties.productionData.columns.{customized property}
• properties.productionData.dataContext
• properties.productionData.jobInputType
• properties.productionData.uri
• properties.productionData.inputDataType
• properties.productionData.preprocessingComponentId
• properties.productionData.windowOffset
• properties.productionData.windowSize
• properties.productionData.windowEnd
• properties.productionData.windowStart
• properties.referenceData
• properties.referenceData.columns
• properties.referenceData.columns.{customized property}
• properties.referenceData.dataContext
• properties.referenceData.jobInputType
• properties.referenceData.uri
• properties.referenceData.inputDataType
• properties.referenceData.preprocessingComponentId
• properties.referenceData.windowOffset
• properties.referenceData.windowSize
• properties.referenceData.windowEnd
• properties.referenceData.windowStart
• properties.metricThreshold
• properties.metricThreshold.metric
• properties.metricThreshold.threshold
• properties.metricThreshold.threshold.value

Removed:

• properties.action.jobDefinition.notificationSetting
• properties.action.jobDefinition.notificationSetting.emailOn
• properties.action.jobDefinition.notificationSetting.emails
• properties.action.jobDefinition.notificationSetting.webhooks
• properties.action.jobDefinition.notificationSetting.webhooks.{customized property}
• properties.action.jobDefinition.notificationSetting.webhooks.eventType
• properties.action.jobDefinition.notificationSetting.webhooks.webhookType
• properties.action.properties
• properties.action.properties.{customized property}
• properties.action.secretsConfiguration
• properties.action.secretsConfiguration.{customized property}
• properties.action.secretsConfiguration.uri
• properties.action.secretsConfiguration.workspaceSecretName
• properties.action.{customized property}
• properties.action.uri
• properties.action.workspaceSecretName
• services
• services.{customized property}
• services.endpoint
• services.jobServiceType
• services.nodes
• services.nodes.nodesValueType
• services.port
• services.properties
• services.properties.{customized property}
• {customized property}
• endpoint
• jobServiceType
• nodes
• nodes.nodesValueType
• port
• properties.{customized property}
• tags
• tags.{customized property}
• environmentId
• environmentVariables
• environmentVariables.{customized property}
• outputs.assetName
• outputs.assetVersion
• outputs.autoDeleteSetting
• outputs.autoDeleteSetting.condition
• outputs.autoDeleteSetting.value
• queueSettings.priority
• resources.locations
• resources.maxInstanceCount
• 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.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
• taskDetails.limitSettings.enableEarlyTermination
• taskDetails.limitSettings.exitScore
• taskDetails.limitSettings.maxConcurrentTrials
• taskDetails.limitSettings.maxCoresPerTrial
• taskDetails.limitSettings.maxNodes
• taskDetails.limitSettings.maxTrials
• taskDetails.limitSettings.sweepConcurrentTrials
• taskDetails.limitSettings.sweepTrials
• taskDetails.limitSettings.timeout
• taskDetails.limitSettings.trialTimeout
• taskDetails.nCrossValidations
• taskDetails.nCrossValidations.mode
• taskDetails.nCrossValidations.value
• taskDetails.positiveLabel
• taskDetails.primaryMetric
• taskDetails.searchSpace
• taskDetails.searchSpace.booster
• taskDetails.searchSpace.boostingType
• taskDetails.searchSpace.growPolicy
• taskDetails.searchSpace.learningRate
• taskDetails.searchSpace.maxBin
• taskDetails.searchSpace.maxDepth
• taskDetails.searchSpace.maxLeaves
• taskDetails.searchSpace.minDataInLeaf
• taskDetails.searchSpace.minSplitGain
• taskDetails.searchSpace.modelName
• 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.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.samplingAlgorithm
• 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.trainingSettings.trainingMode
• 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.featuresUnknownAtForecastTime
• 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.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.learningRateScheduler
• 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.modelSettings.boxDetectionsPerImage
• taskDetails.modelSettings.boxScoreThreshold
• taskDetails.modelSettings.imageSize
• taskDetails.modelSettings.logTrainingMetrics
• taskDetails.modelSettings.logValidationLoss
• 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
• 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
• codeId
• command
• distribution
• distribution.distributionType
• distribution.processCountPerInstance
• distribution.address
• distribution.dashboardPort
• distribution.headNodeAdditionalArgs
• distribution.includeDashboard
• distribution.port
• distribution.workerNodeAdditionalArgs
• distribution.parameterServerCount
• distribution.workerCount
• 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
• monitorDefinition
• monitorDefinition.alertNotificationSettings
• monitorDefinition.alertNotificationSettings.emailNotificationSettings
• monitorDefinition.alertNotificationSettings.emailNotificationSettings.emails
• monitorDefinition.computeConfiguration
• monitorDefinition.computeConfiguration.computeType
• monitorDefinition.computeConfiguration.computeIdentity
• monitorDefinition.computeConfiguration.computeIdentity.computeIdentityType
• monitorDefinition.computeConfiguration.computeIdentity.identity
• monitorDefinition.computeConfiguration.computeIdentity.identity.type
• monitorDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities
• monitorDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities.{customized property}
• monitorDefinition.computeConfiguration.instanceType
• monitorDefinition.computeConfiguration.runtimeVersion
• monitorDefinition.monitoringTarget
• monitorDefinition.monitoringTarget.deploymentId
• monitorDefinition.monitoringTarget.modelId
• monitorDefinition.monitoringTarget.taskType
• monitorDefinition.signals
• monitorDefinition.signals.{customized property}
• monitorDefinition.signals.notificationTypes
• monitorDefinition.signals.properties
• monitorDefinition.signals.properties.{customized property}
• monitorDefinition.signals.signalType
• monitorDefinition.signals.componentId
• monitorDefinition.signals.inputAssets
• monitorDefinition.signals.inputAssets.{customized property}
• monitorDefinition.signals.inputAssets.columns
• monitorDefinition.signals.inputAssets.columns.{customized property}
• monitorDefinition.signals.inputAssets.dataContext
• monitorDefinition.signals.inputAssets.jobInputType
• monitorDefinition.signals.inputAssets.uri
• monitorDefinition.signals.inputAssets.inputDataType
• monitorDefinition.signals.inputAssets.preprocessingComponentId
• monitorDefinition.signals.inputAssets.windowOffset
• monitorDefinition.signals.inputAssets.windowSize
• monitorDefinition.signals.inputAssets.windowEnd
• monitorDefinition.signals.inputAssets.windowStart
• monitorDefinition.inputs
• monitorDefinition.inputs.{customized property}
• monitorDefinition.inputs.description
• monitorDefinition.inputs.jobInputType
• metricThresholds
• metricThresholds.metric
• metricThresholds.threshold
• metricThresholds.threshold.value
• workspaceConnection
• workspaceConnection.environmentVariables
• workspaceConnection.environmentVariables.{customized property}
• workspaceConnection.secrets
• workspaceConnection.secrets.{customized property}
• signalType
• dataSegment
• dataSegment.feature
• dataSegment.values
• featureDataTypeOverride
• featureDataTypeOverride.{customized property}
• featureImportanceSettings
• featureImportanceSettings.mode
• featureImportanceSettings.targetColumn
• features
• features.filterType
• features.features
• features.top
• metricThresholds.dataType
• productionData
• productionData.columns
• productionData.columns.{customized property}
• productionData.dataContext
• productionData.jobInputType
• productionData.uri
• productionData.inputDataType
• productionData.preprocessingComponentId
• productionData.windowOffset
• productionData.windowSize
• productionData.windowEnd
• productionData.windowStart
• referenceData
• referenceData.columns
• referenceData.columns.{customized property}
• referenceData.dataContext
• referenceData.jobInputType
• referenceData.uri
• referenceData.inputDataType
• referenceData.preprocessingComponentId
• referenceData.windowOffset
• referenceData.windowSize
• referenceData.windowEnd
• referenceData.windowStart
• metricThreshold
• metricThreshold.metric
• metricThreshold.threshold
• metricThreshold.threshold.value
• samplingRate
• workspaceConnectionId
• metricThreshold.modelType
• dataImportDefinition
• dataImportDefinition.assetName
• dataImportDefinition.autoDeleteSetting
• dataImportDefinition.autoDeleteSetting.condition
• dataImportDefinition.autoDeleteSetting.value
• dataImportDefinition.dataType
• dataImportDefinition.dataUri
• dataImportDefinition.description
• dataImportDefinition.intellectualProperty
• dataImportDefinition.intellectualProperty.protectionLevel
• dataImportDefinition.intellectualProperty.publisher
• dataImportDefinition.isAnonymous
• dataImportDefinition.isArchived
• dataImportDefinition.properties
• dataImportDefinition.properties.{customized property}
• dataImportDefinition.source
• dataImportDefinition.source.connection
• dataImportDefinition.source.sourceType
• dataImportDefinition.source.query
• dataImportDefinition.source.storedProcedure
• dataImportDefinition.source.storedProcedureParams
• dataImportDefinition.source.storedProcedureParams.{customized property}
• dataImportDefinition.source.tableName
• dataImportDefinition.source.path
• dataImportDefinition.stage
• dataImportDefinition.tags
• dataImportDefinition.tags.{customized property}

Updated:

• properties.trigger.schedule.apiVersion - Added values: '2023-10-01' - Removed values: '2023-08-01-preview'

2023-08-01-preview

Added:

• componentConfiguration
• componentConfiguration.pipelineSettings
• monitorDefinition.alertNotificationSettings
• monitorDefinition.alertNotificationSettings.emailNotificationSettings
• monitorDefinition.alertNotificationSettings.emailNotificationSettings.emails
• monitorDefinition.signals.notificationTypes
• featureImportanceSettings
• featureImportanceSettings.mode
• featureImportanceSettings.targetColumn

Removed:

• monitorDefinition.alertNotificationSetting
• monitorDefinition.alertNotificationSetting.alertNotificationType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emailOn
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emails
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.{customized property}
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.eventType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.webhookType
• monitorDefinition.signals.mode
• modelType

Updated:

• properties.action.jobDefinition.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.monitorDefinition.signals.{customized property}.properties.inputAssets.{customized property}.inputDataType - Added values: 'Rolling' (required) - Removed values: 'Trailing' (required)
• properties.action.jobDefinition.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.monitorDefinition.signals.{customized property}.properties.inputAssets.{customized property}.columns.inputDataType - Added values: 'Rolling' (required) - Removed values: 'Trailing' (required)
• properties.action.jobDefinition.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.monitorDefinition.signals.{customized property}.properties.workspaceConnection.secrets.metricThresholds.metricThresholds.metricThreshold.metricThresholds.metricThresholds.metricThreshold.modelType - Removed values: 'Classification'
• properties.trigger.schedule.apiVersion - Added values: '2023-08-01-preview' - Removed values: '2023-06-01-preview'

2023-06-01-preview

Added:

• properties.action.jobDefinition.notificationSetting
• properties.action.jobDefinition.notificationSetting.emailOn
• properties.action.jobDefinition.notificationSetting.emails
• properties.action.jobDefinition.notificationSetting.webhooks
• properties.action.jobDefinition.notificationSetting.webhooks.{customized property}
• properties.action.jobDefinition.notificationSetting.webhooks.eventType
• properties.action.jobDefinition.notificationSetting.webhooks.webhookType
• properties.action.properties
• properties.action.properties.{customized property}
• properties.action.secretsConfiguration
• properties.action.secretsConfiguration.{customized property}
• properties.action.secretsConfiguration.uri
• properties.action.secretsConfiguration.workspaceSecretName
• properties.action.{customized property}
• properties.action.uri
• properties.action.workspaceSecretName
• services
• services.{customized property}
• services.endpoint
• services.jobServiceType
• services.nodes
• services.nodes.nodesValueType
• services.port
• services.properties
• services.properties.{customized property}
• {customized property}
• endpoint
• jobServiceType
• nodes
• nodes.nodesValueType
• port
• properties.{customized property}
• tags
• tags.{customized property}
• environmentId
• environmentVariables
• environmentVariables.{customized property}
• outputs.assetName
• outputs.assetVersion
• outputs.autoDeleteSetting
• outputs.autoDeleteSetting.condition
• outputs.autoDeleteSetting.value
• queueSettings
• queueSettings.jobTier
• queueSettings.priority
• resources.locations
• resources.maxInstanceCount
• 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.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
• taskDetails.limitSettings.enableEarlyTermination
• taskDetails.limitSettings.exitScore
• taskDetails.limitSettings.maxConcurrentTrials
• taskDetails.limitSettings.maxCoresPerTrial
• taskDetails.limitSettings.maxNodes
• taskDetails.limitSettings.maxTrials
• taskDetails.limitSettings.sweepConcurrentTrials
• taskDetails.limitSettings.sweepTrials
• taskDetails.limitSettings.timeout
• taskDetails.limitSettings.trialTimeout
• taskDetails.nCrossValidations
• taskDetails.nCrossValidations.mode
• taskDetails.nCrossValidations.value
• taskDetails.positiveLabel
• taskDetails.primaryMetric
• taskDetails.searchSpace
• taskDetails.searchSpace.booster
• taskDetails.searchSpace.boostingType
• taskDetails.searchSpace.growPolicy
• taskDetails.searchSpace.learningRate
• taskDetails.searchSpace.maxBin
• taskDetails.searchSpace.maxDepth
• taskDetails.searchSpace.maxLeaves
• taskDetails.searchSpace.minDataInLeaf
• taskDetails.searchSpace.minSplitGain
• taskDetails.searchSpace.modelName
• 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.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.samplingAlgorithm
• 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.trainingSettings.trainingMode
• 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.featuresUnknownAtForecastTime
• 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.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.learningRateScheduler
• 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.modelSettings.boxDetectionsPerImage
• taskDetails.modelSettings.boxScoreThreshold
• taskDetails.modelSettings.imageSize
• taskDetails.modelSettings.logTrainingMetrics
• taskDetails.modelSettings.logValidationLoss
• 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
• 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
• codeId
• command
• distribution
• distribution.distributionType
• distribution.processCountPerInstance
• distribution.address
• distribution.dashboardPort
• distribution.headNodeAdditionalArgs
• distribution.includeDashboard
• distribution.port
• distribution.workerNodeAdditionalArgs
• distribution.parameterServerCount
• distribution.workerCount
• 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
• actionType
• monitorDefinition
• monitorDefinition.alertNotificationSetting
• monitorDefinition.alertNotificationSetting.alertNotificationType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emailOn
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emails
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.{customized property}
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.eventType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.webhookType
• monitorDefinition.computeConfiguration
• monitorDefinition.computeConfiguration.computeType
• monitorDefinition.computeConfiguration.computeIdentity
• monitorDefinition.computeConfiguration.computeIdentity.computeIdentityType
• monitorDefinition.computeConfiguration.computeIdentity.identity
• monitorDefinition.computeConfiguration.computeIdentity.identity.type
• monitorDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities
• monitorDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities.{customized property}
• monitorDefinition.computeConfiguration.instanceType
• monitorDefinition.computeConfiguration.runtimeVersion
• monitorDefinition.monitoringTarget
• monitorDefinition.monitoringTarget.deploymentId
• monitorDefinition.monitoringTarget.modelId
• monitorDefinition.monitoringTarget.taskType
• monitorDefinition.signals
• monitorDefinition.signals.{customized property}
• monitorDefinition.signals.mode
• monitorDefinition.signals.properties
• monitorDefinition.signals.properties.{customized property}
• monitorDefinition.signals.signalType
• monitorDefinition.signals.componentId
• monitorDefinition.signals.inputAssets
• monitorDefinition.signals.inputAssets.{customized property}
• monitorDefinition.signals.inputAssets.columns
• monitorDefinition.signals.inputAssets.columns.{customized property}
• monitorDefinition.signals.inputAssets.dataContext
• monitorDefinition.signals.inputAssets.jobInputType
• monitorDefinition.signals.inputAssets.uri
• monitorDefinition.signals.inputAssets.inputDataType
• monitorDefinition.signals.inputAssets.preprocessingComponentId
• monitorDefinition.signals.inputAssets.windowEnd
• monitorDefinition.signals.inputAssets.windowStart
• monitorDefinition.signals.inputAssets.windowOffset
• monitorDefinition.signals.inputAssets.windowSize
• monitorDefinition.inputs
• monitorDefinition.inputs.{customized property}
• monitorDefinition.inputs.description
• monitorDefinition.inputs.jobInputType
• metricThresholds
• metricThresholds.metric
• metricThresholds.threshold
• metricThresholds.threshold.value
• workspaceConnection
• workspaceConnection.environmentVariables
• workspaceConnection.environmentVariables.{customized property}
• workspaceConnection.secrets
• workspaceConnection.secrets.{customized property}
• signalType
• dataSegment
• dataSegment.feature
• dataSegment.values
• featureDataTypeOverride
• featureDataTypeOverride.{customized property}
• features
• features.filterType
• features.features
• features.top
• metricThresholds.dataType
• productionData
• productionData.columns
• productionData.columns.{customized property}
• productionData.dataContext
• productionData.jobInputType
• productionData.uri
• productionData.inputDataType
• productionData.preprocessingComponentId
• productionData.windowEnd
• productionData.windowStart
• productionData.windowOffset
• productionData.windowSize
• referenceData
• referenceData.columns
• referenceData.columns.{customized property}
• referenceData.dataContext
• referenceData.jobInputType
• referenceData.uri
• referenceData.inputDataType
• referenceData.preprocessingComponentId
• referenceData.windowEnd
• referenceData.windowStart
• referenceData.windowOffset
• referenceData.windowSize
• metricThreshold
• metricThreshold.metric
• metricThreshold.threshold
• metricThreshold.threshold.value
• samplingRate
• workspaceConnectionId
• metricThreshold.modelType
• modelType
• dataImportDefinition
• dataImportDefinition.assetName
• dataImportDefinition.autoDeleteSetting
• dataImportDefinition.autoDeleteSetting.condition
• dataImportDefinition.autoDeleteSetting.value
• dataImportDefinition.dataType
• dataImportDefinition.dataUri
• dataImportDefinition.description
• dataImportDefinition.intellectualProperty
• dataImportDefinition.intellectualProperty.protectionLevel
• dataImportDefinition.intellectualProperty.publisher
• dataImportDefinition.isAnonymous
• dataImportDefinition.isArchived
• dataImportDefinition.properties
• dataImportDefinition.properties.{customized property}
• dataImportDefinition.source
• dataImportDefinition.source.connection
• dataImportDefinition.source.sourceType
• dataImportDefinition.source.query
• dataImportDefinition.source.storedProcedure
• dataImportDefinition.source.storedProcedureParams
• dataImportDefinition.source.storedProcedureParams.{customized property}
• dataImportDefinition.source.tableName
• dataImportDefinition.source.path
• dataImportDefinition.stage
• dataImportDefinition.tags
• dataImportDefinition.tags.{customized property}
• endpointInvocationDefinition

Removed:

• properties.action.jobDefinition.properties
• properties.action.jobDefinition.properties.{customized property}
• properties.action.jobDefinition.services
• properties.action.jobDefinition.services.{customized property}
• properties.action.jobDefinition.services.endpoint
• properties.action.jobDefinition.services.jobServiceType
• properties.action.jobDefinition.services.nodes
• properties.action.jobDefinition.services.nodes.nodesValueType
• properties.action.jobDefinition.services.port
• properties.action.jobDefinition.services.properties
• properties.action.jobDefinition.services.properties.{customized property}
• properties.action.tags
• properties.action.tags.{customized property}
• properties.action.jobType
• properties.action.environmentId
• properties.action.environmentVariables
• properties.action.environmentVariables.{customized property}
• properties.action.outputs
• properties.action.outputs.{customized property}
• properties.action.outputs.description
• properties.action.outputs.jobOutputType
• properties.action.outputs.mode
• properties.action.outputs.uri
• properties.resources
• properties.resources.dockerArgs
• properties.resources.instanceCount
• properties.resources.instanceType
• properties.resources.properties
• properties.resources.properties.{customized property}
• properties.resources.shmSize
• properties.taskDetails
• properties.taskDetails.logVerbosity
• properties.taskDetails.targetColumnName
• properties.taskDetails.trainingData
• properties.taskDetails.trainingData.description
• properties.taskDetails.trainingData.jobInputType
• properties.taskDetails.trainingData.mode
• properties.taskDetails.trainingData.uri
• properties.taskDetails.taskType
• properties.taskDetails.cvSplitColumnNames
• properties.taskDetails.featurizationSettings
• properties.taskDetails.featurizationSettings.blockedTransformers
• properties.taskDetails.featurizationSettings.columnNameAndTypes
• properties.taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
• properties.taskDetails.featurizationSettings.datasetLanguage
• properties.taskDetails.featurizationSettings.enableDnnFeaturization
• properties.taskDetails.featurizationSettings.mode
• properties.taskDetails.featurizationSettings.transformerParams
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.fields
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
• properties.taskDetails.limitSettings
• properties.taskDetails.limitSettings.enableEarlyTermination
• properties.taskDetails.limitSettings.exitScore
• properties.taskDetails.limitSettings.maxConcurrentTrials
• properties.taskDetails.limitSettings.maxCoresPerTrial
• properties.taskDetails.limitSettings.maxTrials
• properties.taskDetails.limitSettings.timeout
• properties.taskDetails.limitSettings.trialTimeout
• properties.taskDetails.nCrossValidations
• properties.taskDetails.nCrossValidations.mode
• properties.taskDetails.nCrossValidations.value
• properties.taskDetails.positiveLabel
• properties.taskDetails.primaryMetric
• properties.taskDetails.testData
• properties.taskDetails.testData.description
• properties.taskDetails.testData.jobInputType
• properties.taskDetails.testData.mode
• properties.taskDetails.testData.uri
• properties.taskDetails.testDataSize
• properties.taskDetails.trainingSettings
• properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
• properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
• properties.taskDetails.trainingSettings.enableDnnTraining
• properties.taskDetails.trainingSettings.enableModelExplainability
• properties.taskDetails.trainingSettings.enableOnnxCompatibleModels
• properties.taskDetails.trainingSettings.enableStackEnsemble
• properties.taskDetails.trainingSettings.enableVoteEnsemble
• properties.taskDetails.trainingSettings.ensembleModelDownloadTimeout
• properties.taskDetails.trainingSettings.stackEnsembleSettings
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
• properties.taskDetails.validationData
• properties.taskDetails.validationData.description
• properties.taskDetails.validationData.jobInputType
• properties.taskDetails.validationData.mode
• properties.taskDetails.validationData.uri
• properties.taskDetails.validationDataSize
• properties.taskDetails.weightColumnName
• properties.taskDetails.forecastingSettings
• properties.taskDetails.forecastingSettings.countryOrRegionForHolidays
• properties.taskDetails.forecastingSettings.cvStepSize
• properties.taskDetails.forecastingSettings.featureLags
• properties.taskDetails.forecastingSettings.forecastHorizon
• properties.taskDetails.forecastingSettings.forecastHorizon.mode
• properties.taskDetails.forecastingSettings.forecastHorizon.value
• properties.taskDetails.forecastingSettings.frequency
• properties.taskDetails.forecastingSettings.seasonality
• properties.taskDetails.forecastingSettings.seasonality.mode
• properties.taskDetails.forecastingSettings.seasonality.value
• properties.taskDetails.forecastingSettings.shortSeriesHandlingConfig
• properties.taskDetails.forecastingSettings.targetAggregateFunction
• properties.taskDetails.forecastingSettings.targetLags
• properties.taskDetails.forecastingSettings.targetLags.mode
• properties.taskDetails.forecastingSettings.targetLags.values
• properties.taskDetails.forecastingSettings.targetRollingWindowSize
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.mode
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.value
• properties.taskDetails.forecastingSettings.timeColumnName
• properties.taskDetails.forecastingSettings.timeSeriesIdColumnNames
• properties.taskDetails.forecastingSettings.useStl
• properties.taskDetails.modelSettings
• properties.taskDetails.modelSettings.advancedSettings
• properties.taskDetails.modelSettings.amsGradient
• properties.taskDetails.modelSettings.augmentations
• properties.taskDetails.modelSettings.beta1
• properties.taskDetails.modelSettings.beta2
• properties.taskDetails.modelSettings.checkpointFrequency
• properties.taskDetails.modelSettings.checkpointModel
• properties.taskDetails.modelSettings.checkpointModel.description
• properties.taskDetails.modelSettings.checkpointModel.jobInputType
• properties.taskDetails.modelSettings.checkpointModel.mode
• properties.taskDetails.modelSettings.checkpointModel.uri
• properties.taskDetails.modelSettings.checkpointRunId
• properties.taskDetails.modelSettings.distributed
• properties.taskDetails.modelSettings.earlyStopping
• properties.taskDetails.modelSettings.earlyStoppingDelay
• properties.taskDetails.modelSettings.earlyStoppingPatience
• properties.taskDetails.modelSettings.enableOnnxNormalization
• properties.taskDetails.modelSettings.evaluationFrequency
• properties.taskDetails.modelSettings.gradientAccumulationStep
• properties.taskDetails.modelSettings.layersToFreeze
• properties.taskDetails.modelSettings.learningRate
• properties.taskDetails.modelSettings.learningRateScheduler
• properties.taskDetails.modelSettings.modelName
• properties.taskDetails.modelSettings.momentum
• properties.taskDetails.modelSettings.nesterov
• properties.taskDetails.modelSettings.numberOfEpochs
• properties.taskDetails.modelSettings.numberOfWorkers
• properties.taskDetails.modelSettings.optimizer
• properties.taskDetails.modelSettings.randomSeed
• properties.taskDetails.modelSettings.stepLRGamma
• properties.taskDetails.modelSettings.stepLRStepSize
• properties.taskDetails.modelSettings.trainingBatchSize
• properties.taskDetails.modelSettings.trainingCropSize
• properties.taskDetails.modelSettings.validationBatchSize
• properties.taskDetails.modelSettings.validationCropSize
• properties.taskDetails.modelSettings.validationResizeSize
• properties.taskDetails.modelSettings.warmupCosineLRCycles
• properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
• properties.taskDetails.modelSettings.weightDecay
• properties.taskDetails.modelSettings.weightedLoss
• properties.taskDetails.searchSpace
• properties.taskDetails.searchSpace.amsGradient
• properties.taskDetails.searchSpace.augmentations
• properties.taskDetails.searchSpace.beta1
• properties.taskDetails.searchSpace.beta2
• properties.taskDetails.searchSpace.distributed
• properties.taskDetails.searchSpace.earlyStopping
• properties.taskDetails.searchSpace.earlyStoppingDelay
• properties.taskDetails.searchSpace.earlyStoppingPatience
• properties.taskDetails.searchSpace.enableOnnxNormalization
• properties.taskDetails.searchSpace.evaluationFrequency
• properties.taskDetails.searchSpace.gradientAccumulationStep
• properties.taskDetails.searchSpace.layersToFreeze
• properties.taskDetails.searchSpace.learningRate
• properties.taskDetails.searchSpace.learningRateScheduler
• properties.taskDetails.searchSpace.modelName
• properties.taskDetails.searchSpace.momentum
• properties.taskDetails.searchSpace.nesterov
• properties.taskDetails.searchSpace.numberOfEpochs
• properties.taskDetails.searchSpace.numberOfWorkers
• properties.taskDetails.searchSpace.optimizer
• properties.taskDetails.searchSpace.randomSeed
• properties.taskDetails.searchSpace.stepLRGamma
• properties.taskDetails.searchSpace.stepLRStepSize
• properties.taskDetails.searchSpace.trainingBatchSize
• properties.taskDetails.searchSpace.trainingCropSize
• properties.taskDetails.searchSpace.validationBatchSize
• properties.taskDetails.searchSpace.validationCropSize
• properties.taskDetails.searchSpace.validationResizeSize
• properties.taskDetails.searchSpace.warmupCosineLRCycles
• properties.taskDetails.searchSpace.warmupCosineLRWarmupEpochs
• properties.taskDetails.searchSpace.weightDecay
• properties.taskDetails.searchSpace.weightedLoss
• properties.taskDetails.sweepSettings
• properties.taskDetails.sweepSettings.earlyTermination
• properties.taskDetails.sweepSettings.earlyTermination.delayEvaluation
• properties.taskDetails.sweepSettings.earlyTermination.evaluationInterval
• properties.taskDetails.sweepSettings.earlyTermination.policyType
• properties.taskDetails.sweepSettings.earlyTermination.slackAmount
• properties.taskDetails.sweepSettings.earlyTermination.slackFactor
• properties.taskDetails.sweepSettings.earlyTermination.truncationPercentage
• properties.taskDetails.sweepSettings.samplingAlgorithm
• properties.taskDetails.modelSettings.boxDetectionsPerImage
• properties.taskDetails.modelSettings.boxScoreThreshold
• properties.taskDetails.modelSettings.imageSize
• properties.taskDetails.modelSettings.maxSize
• properties.taskDetails.modelSettings.minSize
• properties.taskDetails.modelSettings.modelSize
• properties.taskDetails.modelSettings.multiScale
• properties.taskDetails.modelSettings.nmsIouThreshold
• properties.taskDetails.modelSettings.tileGridSize
• properties.taskDetails.modelSettings.tileOverlapRatio
• properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
• properties.taskDetails.modelSettings.validationIouThreshold
• properties.taskDetails.modelSettings.validationMetricType
• properties.taskDetails.searchSpace.boxDetectionsPerImage
• properties.taskDetails.searchSpace.boxScoreThreshold
• properties.taskDetails.searchSpace.imageSize
• properties.taskDetails.searchSpace.maxSize
• properties.taskDetails.searchSpace.minSize
• properties.taskDetails.searchSpace.modelSize
• properties.taskDetails.searchSpace.multiScale
• properties.taskDetails.searchSpace.nmsIouThreshold
• properties.taskDetails.searchSpace.tileGridSize
• properties.taskDetails.searchSpace.tileOverlapRatio
• properties.taskDetails.searchSpace.tilePredictionsNmsThreshold
• properties.taskDetails.searchSpace.validationIouThreshold
• properties.taskDetails.searchSpace.validationMetricType
• properties.jobType
• properties.codeId
• properties.command
• properties.distribution
• properties.distribution.distributionType
• properties.distribution.processCountPerInstance
• properties.distribution.parameterServerCount
• properties.distribution.workerCount
• properties.environmentId
• properties.environmentVariables
• properties.environmentVariables.{customized property}
• properties.inputs
• properties.inputs.{customized property}
• properties.inputs.description
• properties.inputs.jobInputType
• properties.inputs.mode
• properties.inputs.uri
• properties.inputs.value
• properties.actionType
• properties.endpointInvocationDefinition

Updated:

• properties.trigger.triggerType - Added values: 'Cron'
• properties.trigger.schedule.apiVersion - Added values: '2023-06-01-preview' - Removed values: '2023-04-01'

2023-04-01

Added:

• properties.action.jobDefinition.properties
• properties.action.jobDefinition.properties.{customized property}
• properties.action.jobDefinition.services
• properties.action.jobDefinition.services.{customized property}
• properties.action.jobDefinition.services.endpoint
• properties.action.jobDefinition.services.jobServiceType
• properties.action.jobDefinition.services.nodes
• properties.action.jobDefinition.services.nodes.nodesValueType
• properties.action.jobDefinition.services.port
• properties.action.jobDefinition.services.properties
• properties.action.jobDefinition.services.properties.{customized property}
• properties.action.tags
• properties.action.tags.{customized property}
• properties.action.jobType
• properties.action.environmentId
• properties.action.environmentVariables
• properties.action.environmentVariables.{customized property}
• properties.action.outputs
• properties.action.outputs.{customized property}
• properties.action.outputs.description
• properties.action.outputs.jobOutputType
• properties.action.outputs.mode
• properties.action.outputs.uri
• properties.resources
• properties.resources.dockerArgs
• properties.resources.instanceCount
• properties.resources.instanceType
• properties.resources.properties
• properties.resources.properties.{customized property}
• properties.resources.shmSize
• properties.taskDetails
• properties.taskDetails.logVerbosity
• properties.taskDetails.targetColumnName
• properties.taskDetails.trainingData
• properties.taskDetails.trainingData.description
• properties.taskDetails.trainingData.jobInputType
• properties.taskDetails.trainingData.mode
• properties.taskDetails.trainingData.uri
• properties.taskDetails.taskType
• properties.taskDetails.cvSplitColumnNames
• properties.taskDetails.featurizationSettings
• properties.taskDetails.featurizationSettings.blockedTransformers
• properties.taskDetails.featurizationSettings.columnNameAndTypes
• properties.taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
• properties.taskDetails.featurizationSettings.datasetLanguage
• properties.taskDetails.featurizationSettings.enableDnnFeaturization
• properties.taskDetails.featurizationSettings.mode
• properties.taskDetails.featurizationSettings.transformerParams
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.fields
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
• properties.taskDetails.limitSettings
• properties.taskDetails.limitSettings.enableEarlyTermination
• properties.taskDetails.limitSettings.exitScore
• properties.taskDetails.limitSettings.maxConcurrentTrials
• properties.taskDetails.limitSettings.maxCoresPerTrial
• properties.taskDetails.limitSettings.maxTrials
• properties.taskDetails.limitSettings.timeout
• properties.taskDetails.limitSettings.trialTimeout
• properties.taskDetails.nCrossValidations
• properties.taskDetails.nCrossValidations.mode
• properties.taskDetails.nCrossValidations.value
• properties.taskDetails.positiveLabel
• properties.taskDetails.primaryMetric
• properties.taskDetails.testData
• properties.taskDetails.testData.description
• properties.taskDetails.testData.jobInputType
• properties.taskDetails.testData.mode
• properties.taskDetails.testData.uri
• properties.taskDetails.testDataSize
• properties.taskDetails.trainingSettings
• properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
• properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
• properties.taskDetails.trainingSettings.enableDnnTraining
• properties.taskDetails.trainingSettings.enableModelExplainability
• properties.taskDetails.trainingSettings.enableOnnxCompatibleModels
• properties.taskDetails.trainingSettings.enableStackEnsemble
• properties.taskDetails.trainingSettings.enableVoteEnsemble
• properties.taskDetails.trainingSettings.ensembleModelDownloadTimeout
• properties.taskDetails.trainingSettings.stackEnsembleSettings
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
• properties.taskDetails.validationData
• properties.taskDetails.validationData.description
• properties.taskDetails.validationData.jobInputType
• properties.taskDetails.validationData.mode
• properties.taskDetails.validationData.uri
• properties.taskDetails.validationDataSize
• properties.taskDetails.weightColumnName
• properties.taskDetails.forecastingSettings
• properties.taskDetails.forecastingSettings.countryOrRegionForHolidays
• properties.taskDetails.forecastingSettings.cvStepSize
• properties.taskDetails.forecastingSettings.featureLags
• properties.taskDetails.forecastingSettings.forecastHorizon
• properties.taskDetails.forecastingSettings.forecastHorizon.mode
• properties.taskDetails.forecastingSettings.forecastHorizon.value
• properties.taskDetails.forecastingSettings.frequency
• properties.taskDetails.forecastingSettings.seasonality
• properties.taskDetails.forecastingSettings.seasonality.mode
• properties.taskDetails.forecastingSettings.seasonality.value
• properties.taskDetails.forecastingSettings.shortSeriesHandlingConfig
• properties.taskDetails.forecastingSettings.targetAggregateFunction
• properties.taskDetails.forecastingSettings.targetLags
• properties.taskDetails.forecastingSettings.targetLags.mode
• properties.taskDetails.forecastingSettings.targetLags.values
• properties.taskDetails.forecastingSettings.targetRollingWindowSize
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.mode
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.value
• properties.taskDetails.forecastingSettings.timeColumnName
• properties.taskDetails.forecastingSettings.timeSeriesIdColumnNames
• properties.taskDetails.forecastingSettings.useStl
• properties.taskDetails.modelSettings
• properties.taskDetails.modelSettings.advancedSettings
• properties.taskDetails.modelSettings.amsGradient
• properties.taskDetails.modelSettings.augmentations
• properties.taskDetails.modelSettings.beta1
• properties.taskDetails.modelSettings.beta2
• properties.taskDetails.modelSettings.checkpointFrequency
• properties.taskDetails.modelSettings.checkpointModel
• properties.taskDetails.modelSettings.checkpointModel.description
• properties.taskDetails.modelSettings.checkpointModel.jobInputType
• properties.taskDetails.modelSettings.checkpointModel.mode
• properties.taskDetails.modelSettings.checkpointModel.uri
• properties.taskDetails.modelSettings.checkpointRunId
• properties.taskDetails.modelSettings.distributed
• properties.taskDetails.modelSettings.earlyStopping
• properties.taskDetails.modelSettings.earlyStoppingDelay
• properties.taskDetails.modelSettings.earlyStoppingPatience
• properties.taskDetails.modelSettings.enableOnnxNormalization
• properties.taskDetails.modelSettings.evaluationFrequency
• properties.taskDetails.modelSettings.gradientAccumulationStep
• properties.taskDetails.modelSettings.layersToFreeze
• properties.taskDetails.modelSettings.learningRate
• properties.taskDetails.modelSettings.learningRateScheduler
• properties.taskDetails.modelSettings.modelName
• properties.taskDetails.modelSettings.momentum
• properties.taskDetails.modelSettings.nesterov
• properties.taskDetails.modelSettings.numberOfEpochs
• properties.taskDetails.modelSettings.numberOfWorkers
• properties.taskDetails.modelSettings.optimizer
• properties.taskDetails.modelSettings.randomSeed
• properties.taskDetails.modelSettings.stepLRGamma
• properties.taskDetails.modelSettings.stepLRStepSize
• properties.taskDetails.modelSettings.trainingBatchSize
• properties.taskDetails.modelSettings.trainingCropSize
• properties.taskDetails.modelSettings.validationBatchSize
• properties.taskDetails.modelSettings.validationCropSize
• properties.taskDetails.modelSettings.validationResizeSize
• properties.taskDetails.modelSettings.warmupCosineLRCycles
• properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
• properties.taskDetails.modelSettings.weightDecay
• properties.taskDetails.modelSettings.weightedLoss
• properties.taskDetails.searchSpace
• properties.taskDetails.searchSpace.amsGradient
• properties.taskDetails.searchSpace.augmentations
• properties.taskDetails.searchSpace.beta1
• properties.taskDetails.searchSpace.beta2
• properties.taskDetails.searchSpace.distributed
• properties.taskDetails.searchSpace.earlyStopping
• properties.taskDetails.searchSpace.earlyStoppingDelay
• properties.taskDetails.searchSpace.earlyStoppingPatience
• properties.taskDetails.searchSpace.enableOnnxNormalization
• properties.taskDetails.searchSpace.evaluationFrequency
• properties.taskDetails.searchSpace.gradientAccumulationStep
• properties.taskDetails.searchSpace.layersToFreeze
• properties.taskDetails.searchSpace.learningRate
• properties.taskDetails.searchSpace.learningRateScheduler
• properties.taskDetails.searchSpace.modelName
• properties.taskDetails.searchSpace.momentum
• properties.taskDetails.searchSpace.nesterov
• properties.taskDetails.searchSpace.numberOfEpochs
• properties.taskDetails.searchSpace.numberOfWorkers
• properties.taskDetails.searchSpace.optimizer
• properties.taskDetails.searchSpace.randomSeed
• properties.taskDetails.searchSpace.stepLRGamma
• properties.taskDetails.searchSpace.stepLRStepSize
• properties.taskDetails.searchSpace.trainingBatchSize
• properties.taskDetails.searchSpace.trainingCropSize
• properties.taskDetails.searchSpace.validationBatchSize
• properties.taskDetails.searchSpace.validationCropSize
• properties.taskDetails.searchSpace.validationResizeSize
• properties.taskDetails.searchSpace.warmupCosineLRCycles
• properties.taskDetails.searchSpace.warmupCosineLRWarmupEpochs
• properties.taskDetails.searchSpace.weightDecay
• properties.taskDetails.searchSpace.weightedLoss
• properties.taskDetails.sweepSettings
• properties.taskDetails.sweepSettings.earlyTermination
• properties.taskDetails.sweepSettings.earlyTermination.delayEvaluation
• properties.taskDetails.sweepSettings.earlyTermination.evaluationInterval
• properties.taskDetails.sweepSettings.earlyTermination.policyType
• properties.taskDetails.sweepSettings.earlyTermination.slackAmount
• properties.taskDetails.sweepSettings.earlyTermination.slackFactor
• properties.taskDetails.sweepSettings.earlyTermination.truncationPercentage
• properties.taskDetails.sweepSettings.samplingAlgorithm
• properties.taskDetails.modelSettings.boxDetectionsPerImage
• properties.taskDetails.modelSettings.boxScoreThreshold
• properties.taskDetails.modelSettings.imageSize
• properties.taskDetails.modelSettings.maxSize
• properties.taskDetails.modelSettings.minSize
• properties.taskDetails.modelSettings.modelSize
• properties.taskDetails.modelSettings.multiScale
• properties.taskDetails.modelSettings.nmsIouThreshold
• properties.taskDetails.modelSettings.tileGridSize
• properties.taskDetails.modelSettings.tileOverlapRatio
• properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
• properties.taskDetails.modelSettings.validationIouThreshold
• properties.taskDetails.modelSettings.validationMetricType
• properties.taskDetails.searchSpace.boxDetectionsPerImage
• properties.taskDetails.searchSpace.boxScoreThreshold
• properties.taskDetails.searchSpace.imageSize
• properties.taskDetails.searchSpace.maxSize
• properties.taskDetails.searchSpace.minSize
• properties.taskDetails.searchSpace.modelSize
• properties.taskDetails.searchSpace.multiScale
• properties.taskDetails.searchSpace.nmsIouThreshold
• properties.taskDetails.searchSpace.tileGridSize
• properties.taskDetails.searchSpace.tileOverlapRatio
• properties.taskDetails.searchSpace.tilePredictionsNmsThreshold
• properties.taskDetails.searchSpace.validationIouThreshold
• properties.taskDetails.searchSpace.validationMetricType
• properties.jobType
• properties.codeId
• properties.command
• properties.distribution
• properties.distribution.distributionType
• properties.distribution.processCountPerInstance
• properties.distribution.parameterServerCount
• properties.distribution.workerCount
• properties.environmentId
• properties.environmentVariables
• properties.environmentVariables.{customized property}
• properties.inputs
• properties.inputs.{customized property}
• properties.inputs.description
• properties.inputs.jobInputType
• properties.inputs.mode
• properties.inputs.uri
• properties.inputs.value
• properties.actionType
• properties.endpointInvocationDefinition

Removed:

• properties.action.jobDefinition.notificationSetting
• properties.action.jobDefinition.notificationSetting.emailOn
• properties.action.jobDefinition.notificationSetting.emails
• properties.action.jobDefinition.notificationSetting.webhooks
• properties.action.jobDefinition.notificationSetting.webhooks.{customized property}
• properties.action.jobDefinition.notificationSetting.webhooks.eventType
• properties.action.jobDefinition.notificationSetting.webhooks.webhookType
• properties.action.properties
• properties.action.properties.{customized property}
• properties.action.secretsConfiguration
• properties.action.secretsConfiguration.{customized property}
• properties.action.secretsConfiguration.uri
• properties.action.secretsConfiguration.workspaceSecretName
• properties.action.{customized property}
• properties.action.uri
• properties.action.workspaceSecretName
• services
• services.{customized property}
• services.endpoint
• services.jobServiceType
• services.nodes
• services.nodes.nodesValueType
• services.port
• services.properties
• services.properties.{customized property}
• {customized property}
• endpoint
• jobServiceType
• nodes
• nodes.nodesValueType
• port
• properties.{customized property}
• tags
• tags.{customized property}
• environmentId
• environmentVariables
• environmentVariables.{customized property}
• outputs.assetName
• outputs.assetVersion
• outputs.autoDeleteSetting
• outputs.autoDeleteSetting.condition
• outputs.autoDeleteSetting.value
• queueSettings
• queueSettings.jobTier
• queueSettings.priority
• resources.locations
• resources.maxInstanceCount
• 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.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
• taskDetails.limitSettings.enableEarlyTermination
• taskDetails.limitSettings.exitScore
• taskDetails.limitSettings.maxConcurrentTrials
• taskDetails.limitSettings.maxCoresPerTrial
• taskDetails.limitSettings.maxNodes
• taskDetails.limitSettings.maxTrials
• taskDetails.limitSettings.sweepConcurrentTrials
• taskDetails.limitSettings.sweepTrials
• taskDetails.limitSettings.timeout
• taskDetails.limitSettings.trialTimeout
• taskDetails.nCrossValidations
• taskDetails.nCrossValidations.mode
• taskDetails.nCrossValidations.value
• taskDetails.positiveLabel
• taskDetails.primaryMetric
• taskDetails.searchSpace
• taskDetails.searchSpace.booster
• taskDetails.searchSpace.boostingType
• taskDetails.searchSpace.growPolicy
• taskDetails.searchSpace.learningRate
• taskDetails.searchSpace.maxBin
• taskDetails.searchSpace.maxDepth
• taskDetails.searchSpace.maxLeaves
• taskDetails.searchSpace.minDataInLeaf
• taskDetails.searchSpace.minSplitGain
• taskDetails.searchSpace.modelName
• 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.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.samplingAlgorithm
• 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.trainingSettings.trainingMode
• 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.featuresUnknownAtForecastTime
• 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.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.learningRateScheduler
• 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.modelSettings.boxDetectionsPerImage
• taskDetails.modelSettings.boxScoreThreshold
• taskDetails.modelSettings.imageSize
• taskDetails.modelSettings.logTrainingMetrics
• taskDetails.modelSettings.logValidationLoss
• 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
• 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
• codeId
• command
• distribution
• distribution.distributionType
• distribution.processCountPerInstance
• distribution.address
• distribution.dashboardPort
• distribution.headNodeAdditionalArgs
• distribution.includeDashboard
• distribution.port
• distribution.workerNodeAdditionalArgs
• distribution.parameterServerCount
• distribution.workerCount
• 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
• actionType
• monitorDefinition
• monitorDefinition.alertNotificationSetting
• monitorDefinition.alertNotificationSetting.alertNotificationType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emailOn
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emails
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.{customized property}
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.eventType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.webhookType
• monitorDefinition.computeId
• monitorDefinition.monitoringTarget
• monitorDefinition.signals
• monitorDefinition.signals.{customized property}
• monitorDefinition.signals.lookbackPeriod
• monitorDefinition.signals.mode
• monitorDefinition.signals.signalType
• monitorDefinition.signals.componentId
• monitorDefinition.signals.inputAssets
• monitorDefinition.signals.inputAssets.{customized property}
• monitorDefinition.signals.inputAssets.asset
• monitorDefinition.signals.inputAssets.dataContext
• monitorDefinition.signals.inputAssets.preprocessingComponentId
• monitorDefinition.signals.inputAssets.targetColumnName
• monitorDefinition.metricThresholds
• monitorDefinition.metricThresholds.metric
• monitorDefinition.metricThresholds.threshold
• monitorDefinition.metricThresholds.threshold.value
• monitorDefinition.signalType
• monitorDefinition.baselineData
• monitorDefinition.baselineData.asset
• monitorDefinition.baselineData.dataContext
• monitorDefinition.baselineData.preprocessingComponentId
• monitorDefinition.baselineData.targetColumnName
• monitorDefinition.dataSegment
• monitorDefinition.dataSegment.feature
• monitorDefinition.dataSegment.values
• monitorDefinition.features
• monitorDefinition.features.filterType
• monitorDefinition.features.features
• monitorDefinition.features.top
• monitorDefinition.metricThresholds.dataType
• monitorDefinition.targetData
• monitorDefinition.targetData.asset
• monitorDefinition.targetData.dataContext
• monitorDefinition.targetData.preprocessingComponentId
• monitorDefinition.targetData.targetColumnName
• monitorDefinition.metricThreshold
• monitorDefinition.metricThreshold.metric
• monitorDefinition.metricThreshold.threshold
• monitorDefinition.metricThreshold.threshold.value
• monitorDefinition.modelType
• monitorDefinition.metricThreshold.modelType
• dataImportDefinition
• dataImportDefinition.assetName
• dataImportDefinition.autoDeleteSetting
• dataImportDefinition.autoDeleteSetting.condition
• dataImportDefinition.autoDeleteSetting.value
• dataImportDefinition.dataType
• dataImportDefinition.dataUri
• dataImportDefinition.description
• dataImportDefinition.intellectualProperty
• dataImportDefinition.intellectualProperty.protectionLevel
• dataImportDefinition.intellectualProperty.publisher
• dataImportDefinition.isAnonymous
• dataImportDefinition.isArchived
• dataImportDefinition.properties
• dataImportDefinition.properties.{customized property}
• dataImportDefinition.source
• dataImportDefinition.source.connection
• dataImportDefinition.source.sourceType
• dataImportDefinition.source.query
• dataImportDefinition.source.storedProcedure
• dataImportDefinition.source.storedProcedureParams
• dataImportDefinition.source.storedProcedureParams.{customized property}
• dataImportDefinition.source.tableName
• dataImportDefinition.source.path
• dataImportDefinition.stage
• dataImportDefinition.tags
• dataImportDefinition.tags.{customized property}
• endpointInvocationDefinition

Updated:

• properties.trigger.triggerType - Removed values: 'Cron'
• properties.trigger.schedule.apiVersion - Added values: '2023-04-01' - Removed values: '2023-04-01-preview'

2023-04-01-preview

Added:

• properties.action.jobDefinition.notificationSetting.webhooks
• properties.action.jobDefinition.notificationSetting.webhooks.{customized property}
• properties.action.jobDefinition.notificationSetting.webhooks.eventType
• properties.action.jobDefinition.notificationSetting.webhooks.webhookType
• properties.action.properties
• properties.action.properties.{customized property}
• properties.action.secretsConfiguration
• properties.action.secretsConfiguration.{customized property}
• properties.action.secretsConfiguration.uri
• properties.action.secretsConfiguration.workspaceSecretName
• properties.action.{customized property}
• properties.action.uri
• properties.action.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
• properties.{customized property}
• tags
• tags.{customized property}
• 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
• monitorDefinition
• monitorDefinition.alertNotificationSetting
• monitorDefinition.alertNotificationSetting.alertNotificationType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emailOn
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.emails
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.{customized property}
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.eventType
• monitorDefinition.alertNotificationSetting.emailNotificationSetting.webhooks.webhookType
• monitorDefinition.computeId
• monitorDefinition.monitoringTarget
• monitorDefinition.signals
• monitorDefinition.signals.{customized property}
• monitorDefinition.signals.lookbackPeriod
• monitorDefinition.signals.mode
• monitorDefinition.signals.signalType
• monitorDefinition.signals.componentId
• monitorDefinition.signals.inputAssets
• monitorDefinition.signals.inputAssets.{customized property}
• monitorDefinition.signals.inputAssets.asset
• monitorDefinition.signals.inputAssets.dataContext
• monitorDefinition.signals.inputAssets.preprocessingComponentId
• monitorDefinition.signals.inputAssets.targetColumnName
• monitorDefinition.metricThresholds
• monitorDefinition.metricThresholds.metric
• monitorDefinition.metricThresholds.threshold
• monitorDefinition.metricThresholds.threshold.value
• monitorDefinition.signalType
• monitorDefinition.baselineData
• monitorDefinition.baselineData.asset
• monitorDefinition.baselineData.dataContext
• monitorDefinition.baselineData.preprocessingComponentId
• monitorDefinition.baselineData.targetColumnName
• monitorDefinition.dataSegment
• monitorDefinition.dataSegment.feature
• monitorDefinition.dataSegment.values
• monitorDefinition.features
• monitorDefinition.features.filterType
• monitorDefinition.features.features
• monitorDefinition.features.top
• monitorDefinition.metricThresholds.dataType
• monitorDefinition.targetData
• monitorDefinition.targetData.asset
• monitorDefinition.targetData.dataContext
• monitorDefinition.targetData.preprocessingComponentId
• monitorDefinition.targetData.targetColumnName
• monitorDefinition.metricThreshold
• monitorDefinition.metricThreshold.metric
• monitorDefinition.metricThreshold.threshold
• monitorDefinition.metricThreshold.threshold.value
• monitorDefinition.modelType
• monitorDefinition.metricThreshold.modelType
• dataImportDefinition
• dataImportDefinition.assetName
• dataImportDefinition.autoDeleteSetting
• dataImportDefinition.autoDeleteSetting.condition
• dataImportDefinition.autoDeleteSetting.value
• dataImportDefinition.dataType
• dataImportDefinition.dataUri
• dataImportDefinition.description
• dataImportDefinition.intellectualProperty
• dataImportDefinition.intellectualProperty.protectionLevel
• dataImportDefinition.intellectualProperty.publisher
• dataImportDefinition.isAnonymous
• dataImportDefinition.isArchived
• dataImportDefinition.properties
• dataImportDefinition.properties.{customized property}
• dataImportDefinition.source
• dataImportDefinition.source.connection
• dataImportDefinition.source.sourceType
• dataImportDefinition.source.query
• dataImportDefinition.source.storedProcedure
• dataImportDefinition.source.storedProcedureParams
• dataImportDefinition.source.storedProcedureParams.{customized property}
• dataImportDefinition.source.tableName
• dataImportDefinition.source.path
• dataImportDefinition.stage
• dataImportDefinition.tags
• dataImportDefinition.tags.{customized property}

Removed:

• properties.action.jobDefinition.properties
• properties.action.jobDefinition.properties.{customized property}
• properties.action.jobDefinition.services
• properties.action.jobDefinition.services.{customized property}
• properties.action.jobDefinition.services.endpoint
• properties.action.jobDefinition.services.jobServiceType
• properties.action.jobDefinition.services.nodes
• properties.action.jobDefinition.services.nodes.nodesValueType
• properties.action.jobDefinition.services.port
• properties.action.jobDefinition.services.properties
• properties.action.jobDefinition.services.properties.{customized property}
• properties.action.jobDefinition.{customized property}
• properties.action.jobDefinition.endpoint
• properties.action.jobDefinition.jobServiceType
• properties.action.jobDefinition.nodes
• properties.action.jobDefinition.nodes.nodesValueType
• properties.action.jobDefinition.port
• properties.jobType
• properties.environmentId
• properties.environmentVariables
• properties.environmentVariables.{customized property}
• properties.outputs
• properties.outputs.{customized property}
• properties.outputs.description
• properties.outputs.jobOutputType
• properties.outputs.assetName
• properties.outputs.assetVersion
• properties.outputs.mode
• properties.outputs.uri

Updated:

• properties.action.jobDefinition.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.distribution.distributionType - Added values: 'Ray' (required)
• properties.action.jobDefinition.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.actionType - Added values: 'CreateMonitor' (required) - Removed values: 'InvokeBatchEndpoint' (required)
• properties.trigger.triggerType - Added values: 'Cron' (required)
• properties.trigger.schedule.apiVersion - Added values: '2023-04-01-preview' - Removed values: '2023-02-01-preview'
• properties.action.jobDefinition.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.distributionType - Added values: 'Ray' (required)

2023-02-01-preview

Added:

• properties.action.jobDefinition.notificationSetting
• properties.action.jobDefinition.notificationSetting.emailOn
• properties.action.jobDefinition.notificationSetting.emails
• queueSettings
• queueSettings.jobTier
• queueSettings.priority
• resources.locations
• trial.resources.locations

Updated:

• properties.trigger.schedule.apiVersion - Added values: '2023-02-01-preview' - Removed values: '2022-12-01-preview'

2022-12-01-preview

Added:

• properties.action.jobDefinition.services.nodes
• properties.action.jobDefinition.services.nodes.nodesValueType
• properties.action.jobDefinition.{customized property}
• properties.action.jobDefinition.endpoint
• properties.action.jobDefinition.jobServiceType
• properties.action.jobDefinition.nodes
• properties.action.jobDefinition.nodes.nodesValueType
• properties.action.jobDefinition.port
• properties.outputs
• properties.outputs.{customized property}
• properties.outputs.description
• properties.outputs.jobOutputType
• properties.outputs.assetName
• properties.outputs.assetVersion
• properties.outputs.mode
• properties.outputs.uri
• 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.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
• taskDetails.limitSettings.enableEarlyTermination
• taskDetails.limitSettings.exitScore
• taskDetails.limitSettings.maxConcurrentTrials
• taskDetails.limitSettings.maxCoresPerTrial
• taskDetails.limitSettings.maxNodes
• taskDetails.limitSettings.maxTrials
• taskDetails.limitSettings.sweepConcurrentTrials
• taskDetails.limitSettings.sweepTrials
• taskDetails.limitSettings.timeout
• taskDetails.limitSettings.trialTimeout
• taskDetails.nCrossValidations
• taskDetails.nCrossValidations.mode
• taskDetails.nCrossValidations.value
• taskDetails.positiveLabel
• taskDetails.primaryMetric
• taskDetails.searchSpace
• taskDetails.searchSpace.booster
• taskDetails.searchSpace.boostingType
• taskDetails.searchSpace.growPolicy
• taskDetails.searchSpace.learningRate
• taskDetails.searchSpace.maxBin
• taskDetails.searchSpace.maxDepth
• taskDetails.searchSpace.maxLeaves
• taskDetails.searchSpace.minDataInLeaf
• taskDetails.searchSpace.minSplitGain
• taskDetails.searchSpace.modelName
• 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.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.samplingAlgorithm
• 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.trainingSettings.trainingMode
• 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.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.learningRateScheduler
• 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.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
• 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
• codeId
• command
• distribution
• distribution.distributionType
• distribution.processCountPerInstance
• distribution.parameterServerCount
• distribution.workerCount
• environmentId
• environmentVariables
• environmentVariables.{customized property}
• outputs.assetName
• outputs.assetVersion
• 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
• actionType
• endpointInvocationDefinition

Removed:

• properties.action.tags
• properties.action.tags.{customized property}
• properties.action.jobType
• properties.action.environmentId
• properties.action.environmentVariables
• properties.action.environmentVariables.{customized property}
• properties.action.outputs
• properties.action.outputs.{customized property}
• properties.action.outputs.description
• properties.action.outputs.jobOutputType
• properties.action.outputs.mode
• properties.action.outputs.uri
• properties.resources
• properties.resources.dockerArgs
• properties.resources.instanceCount
• properties.resources.instanceType
• properties.resources.properties
• properties.resources.properties.{customized property}
• properties.resources.shmSize
• properties.taskDetails
• properties.taskDetails.logVerbosity
• properties.taskDetails.targetColumnName
• properties.taskDetails.trainingData
• properties.taskDetails.trainingData.description
• properties.taskDetails.trainingData.jobInputType
• properties.taskDetails.trainingData.mode
• properties.taskDetails.trainingData.uri
• properties.taskDetails.taskType
• properties.taskDetails.cvSplitColumnNames
• properties.taskDetails.featurizationSettings
• properties.taskDetails.featurizationSettings.blockedTransformers
• properties.taskDetails.featurizationSettings.columnNameAndTypes
• properties.taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
• properties.taskDetails.featurizationSettings.datasetLanguage
• properties.taskDetails.featurizationSettings.enableDnnFeaturization
• properties.taskDetails.featurizationSettings.mode
• properties.taskDetails.featurizationSettings.transformerParams
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.fields
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
• properties.taskDetails.limitSettings
• properties.taskDetails.limitSettings.enableEarlyTermination
• properties.taskDetails.limitSettings.exitScore
• properties.taskDetails.limitSettings.maxConcurrentTrials
• properties.taskDetails.limitSettings.maxCoresPerTrial
• properties.taskDetails.limitSettings.maxTrials
• properties.taskDetails.limitSettings.timeout
• properties.taskDetails.limitSettings.trialTimeout
• properties.taskDetails.nCrossValidations
• properties.taskDetails.nCrossValidations.mode
• properties.taskDetails.nCrossValidations.value
• properties.taskDetails.positiveLabel
• properties.taskDetails.primaryMetric
• properties.taskDetails.testData
• properties.taskDetails.testData.description
• properties.taskDetails.testData.jobInputType
• properties.taskDetails.testData.mode
• properties.taskDetails.testData.uri
• properties.taskDetails.testDataSize
• properties.taskDetails.trainingSettings
• properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
• properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
• properties.taskDetails.trainingSettings.enableDnnTraining
• properties.taskDetails.trainingSettings.enableModelExplainability
• properties.taskDetails.trainingSettings.enableOnnxCompatibleModels
• properties.taskDetails.trainingSettings.enableStackEnsemble
• properties.taskDetails.trainingSettings.enableVoteEnsemble
• properties.taskDetails.trainingSettings.ensembleModelDownloadTimeout
• properties.taskDetails.trainingSettings.stackEnsembleSettings
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
• properties.taskDetails.validationData
• properties.taskDetails.validationData.description
• properties.taskDetails.validationData.jobInputType
• properties.taskDetails.validationData.mode
• properties.taskDetails.validationData.uri
• properties.taskDetails.validationDataSize
• properties.taskDetails.weightColumnName
• properties.taskDetails.forecastingSettings
• properties.taskDetails.forecastingSettings.countryOrRegionForHolidays
• properties.taskDetails.forecastingSettings.cvStepSize
• properties.taskDetails.forecastingSettings.featureLags
• properties.taskDetails.forecastingSettings.forecastHorizon
• properties.taskDetails.forecastingSettings.forecastHorizon.mode
• properties.taskDetails.forecastingSettings.forecastHorizon.value
• properties.taskDetails.forecastingSettings.frequency
• properties.taskDetails.forecastingSettings.seasonality
• properties.taskDetails.forecastingSettings.seasonality.mode
• properties.taskDetails.forecastingSettings.seasonality.value
• properties.taskDetails.forecastingSettings.shortSeriesHandlingConfig
• properties.taskDetails.forecastingSettings.targetAggregateFunction
• properties.taskDetails.forecastingSettings.targetLags
• properties.taskDetails.forecastingSettings.targetLags.mode
• properties.taskDetails.forecastingSettings.targetLags.values
• properties.taskDetails.forecastingSettings.targetRollingWindowSize
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.mode
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.value
• properties.taskDetails.forecastingSettings.timeColumnName
• properties.taskDetails.forecastingSettings.timeSeriesIdColumnNames
• properties.taskDetails.forecastingSettings.useStl
• properties.taskDetails.modelSettings
• properties.taskDetails.modelSettings.advancedSettings
• properties.taskDetails.modelSettings.amsGradient
• properties.taskDetails.modelSettings.augmentations
• properties.taskDetails.modelSettings.beta1
• properties.taskDetails.modelSettings.beta2
• properties.taskDetails.modelSettings.checkpointFrequency
• properties.taskDetails.modelSettings.checkpointModel
• properties.taskDetails.modelSettings.checkpointModel.description
• properties.taskDetails.modelSettings.checkpointModel.jobInputType
• properties.taskDetails.modelSettings.checkpointModel.mode
• properties.taskDetails.modelSettings.checkpointModel.uri
• properties.taskDetails.modelSettings.checkpointRunId
• properties.taskDetails.modelSettings.distributed
• properties.taskDetails.modelSettings.earlyStopping
• properties.taskDetails.modelSettings.earlyStoppingDelay
• properties.taskDetails.modelSettings.earlyStoppingPatience
• properties.taskDetails.modelSettings.enableOnnxNormalization
• properties.taskDetails.modelSettings.evaluationFrequency
• properties.taskDetails.modelSettings.gradientAccumulationStep
• properties.taskDetails.modelSettings.layersToFreeze
• properties.taskDetails.modelSettings.learningRate
• properties.taskDetails.modelSettings.learningRateScheduler
• properties.taskDetails.modelSettings.modelName
• properties.taskDetails.modelSettings.momentum
• properties.taskDetails.modelSettings.nesterov
• properties.taskDetails.modelSettings.numberOfEpochs
• properties.taskDetails.modelSettings.numberOfWorkers
• properties.taskDetails.modelSettings.optimizer
• properties.taskDetails.modelSettings.randomSeed
• properties.taskDetails.modelSettings.stepLRGamma
• properties.taskDetails.modelSettings.stepLRStepSize
• properties.taskDetails.modelSettings.trainingBatchSize
• properties.taskDetails.modelSettings.trainingCropSize
• properties.taskDetails.modelSettings.validationBatchSize
• properties.taskDetails.modelSettings.validationCropSize
• properties.taskDetails.modelSettings.validationResizeSize
• properties.taskDetails.modelSettings.warmupCosineLRCycles
• properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
• properties.taskDetails.modelSettings.weightDecay
• properties.taskDetails.modelSettings.weightedLoss
• properties.taskDetails.searchSpace
• properties.taskDetails.searchSpace.amsGradient
• properties.taskDetails.searchSpace.augmentations
• properties.taskDetails.searchSpace.beta1
• properties.taskDetails.searchSpace.beta2
• properties.taskDetails.searchSpace.distributed
• properties.taskDetails.searchSpace.earlyStopping
• properties.taskDetails.searchSpace.earlyStoppingDelay
• properties.taskDetails.searchSpace.earlyStoppingPatience
• properties.taskDetails.searchSpace.enableOnnxNormalization
• properties.taskDetails.searchSpace.evaluationFrequency
• properties.taskDetails.searchSpace.gradientAccumulationStep
• properties.taskDetails.searchSpace.layersToFreeze
• properties.taskDetails.searchSpace.learningRate
• properties.taskDetails.searchSpace.learningRateScheduler
• properties.taskDetails.searchSpace.modelName
• properties.taskDetails.searchSpace.momentum
• properties.taskDetails.searchSpace.nesterov
• properties.taskDetails.searchSpace.numberOfEpochs
• properties.taskDetails.searchSpace.numberOfWorkers
• properties.taskDetails.searchSpace.optimizer
• properties.taskDetails.searchSpace.randomSeed
• properties.taskDetails.searchSpace.stepLRGamma
• properties.taskDetails.searchSpace.stepLRStepSize
• properties.taskDetails.searchSpace.trainingBatchSize
• properties.taskDetails.searchSpace.trainingCropSize
• properties.taskDetails.searchSpace.validationBatchSize
• properties.taskDetails.searchSpace.validationCropSize
• properties.taskDetails.searchSpace.validationResizeSize
• properties.taskDetails.searchSpace.warmupCosineLRCycles
• properties.taskDetails.searchSpace.warmupCosineLRWarmupEpochs
• properties.taskDetails.searchSpace.weightDecay
• properties.taskDetails.searchSpace.weightedLoss
• properties.taskDetails.sweepSettings
• properties.taskDetails.sweepSettings.earlyTermination
• properties.taskDetails.sweepSettings.earlyTermination.delayEvaluation
• properties.taskDetails.sweepSettings.earlyTermination.evaluationInterval
• properties.taskDetails.sweepSettings.earlyTermination.policyType
• properties.taskDetails.sweepSettings.earlyTermination.slackAmount
• properties.taskDetails.sweepSettings.earlyTermination.slackFactor
• properties.taskDetails.sweepSettings.earlyTermination.truncationPercentage
• properties.taskDetails.sweepSettings.samplingAlgorithm
• properties.taskDetails.modelSettings.boxDetectionsPerImage
• properties.taskDetails.modelSettings.boxScoreThreshold
• properties.taskDetails.modelSettings.imageSize
• properties.taskDetails.modelSettings.maxSize
• properties.taskDetails.modelSettings.minSize
• properties.taskDetails.modelSettings.modelSize
• properties.taskDetails.modelSettings.multiScale
• properties.taskDetails.modelSettings.nmsIouThreshold
• properties.taskDetails.modelSettings.tileGridSize
• properties.taskDetails.modelSettings.tileOverlapRatio
• properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
• properties.taskDetails.modelSettings.validationIouThreshold
• properties.taskDetails.modelSettings.validationMetricType
• properties.taskDetails.searchSpace.boxDetectionsPerImage
• properties.taskDetails.searchSpace.boxScoreThreshold
• properties.taskDetails.searchSpace.imageSize
• properties.taskDetails.searchSpace.maxSize
• properties.taskDetails.searchSpace.minSize
• properties.taskDetails.searchSpace.modelSize
• properties.taskDetails.searchSpace.multiScale
• properties.taskDetails.searchSpace.nmsIouThreshold
• properties.taskDetails.searchSpace.tileGridSize
• properties.taskDetails.searchSpace.tileOverlapRatio
• properties.taskDetails.searchSpace.tilePredictionsNmsThreshold
• properties.taskDetails.searchSpace.validationIouThreshold
• properties.taskDetails.searchSpace.validationMetricType
• properties.codeId
• properties.command
• properties.distribution
• properties.distribution.distributionType
• properties.distribution.processCountPerInstance
• properties.distribution.parameterServerCount
• properties.distribution.workerCount
• properties.inputs
• properties.inputs.{customized property}
• properties.inputs.description
• properties.inputs.jobInputType
• properties.inputs.mode
• properties.inputs.uri
• properties.inputs.value
• properties.actionType
• properties.endpointInvocationDefinition

Updated:

• properties.trigger.triggerType - Added values: 'Cron' - Removed values: 'Cron' (required)
• properties.trigger.schedule.apiVersion - Added values: '2022-12-01-preview' - Removed values: '2022-10-01'

2022-10-01

Added:

• properties.action.tags
• properties.action.tags.{customized property}
• properties.action.jobType
• properties.action.environmentId
• properties.action.environmentVariables
• properties.action.environmentVariables.{customized property}
• properties.action.outputs
• properties.action.outputs.{customized property}
• properties.action.outputs.description
• properties.action.outputs.jobOutputType
• properties.action.outputs.mode
• properties.action.outputs.uri
• properties.resources
• properties.resources.dockerArgs
• properties.resources.instanceCount
• properties.resources.instanceType
• properties.resources.properties
• properties.resources.properties.{customized property}
• properties.resources.shmSize
• properties.taskDetails
• properties.taskDetails.logVerbosity
• properties.taskDetails.targetColumnName
• properties.taskDetails.trainingData
• properties.taskDetails.trainingData.description
• properties.taskDetails.trainingData.jobInputType
• properties.taskDetails.trainingData.mode
• properties.taskDetails.trainingData.uri
• properties.taskDetails.taskType
• properties.taskDetails.cvSplitColumnNames
• properties.taskDetails.featurizationSettings
• properties.taskDetails.featurizationSettings.blockedTransformers
• properties.taskDetails.featurizationSettings.columnNameAndTypes
• properties.taskDetails.featurizationSettings.columnNameAndTypes.{customized property}
• properties.taskDetails.featurizationSettings.datasetLanguage
• properties.taskDetails.featurizationSettings.enableDnnFeaturization
• properties.taskDetails.featurizationSettings.mode
• properties.taskDetails.featurizationSettings.transformerParams
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.fields
• properties.taskDetails.featurizationSettings.transformerParams.{customized property}.parameters
• properties.taskDetails.limitSettings
• properties.taskDetails.limitSettings.enableEarlyTermination
• properties.taskDetails.limitSettings.exitScore
• properties.taskDetails.limitSettings.maxConcurrentTrials
• properties.taskDetails.limitSettings.maxCoresPerTrial
• properties.taskDetails.limitSettings.maxTrials
• properties.taskDetails.limitSettings.timeout
• properties.taskDetails.limitSettings.trialTimeout
• properties.taskDetails.nCrossValidations
• properties.taskDetails.nCrossValidations.mode
• properties.taskDetails.nCrossValidations.value
• properties.taskDetails.positiveLabel
• properties.taskDetails.primaryMetric
• properties.taskDetails.testData
• properties.taskDetails.testData.description
• properties.taskDetails.testData.jobInputType
• properties.taskDetails.testData.mode
• properties.taskDetails.testData.uri
• properties.taskDetails.testDataSize
• properties.taskDetails.trainingSettings
• properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
• properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
• properties.taskDetails.trainingSettings.enableDnnTraining
• properties.taskDetails.trainingSettings.enableModelExplainability
• properties.taskDetails.trainingSettings.enableOnnxCompatibleModels
• properties.taskDetails.trainingSettings.enableStackEnsemble
• properties.taskDetails.trainingSettings.enableVoteEnsemble
• properties.taskDetails.trainingSettings.ensembleModelDownloadTimeout
• properties.taskDetails.trainingSettings.stackEnsembleSettings
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
• properties.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
• properties.taskDetails.validationData
• properties.taskDetails.validationData.description
• properties.taskDetails.validationData.jobInputType
• properties.taskDetails.validationData.mode
• properties.taskDetails.validationData.uri
• properties.taskDetails.validationDataSize
• properties.taskDetails.weightColumnName
• properties.taskDetails.forecastingSettings
• properties.taskDetails.forecastingSettings.countryOrRegionForHolidays
• properties.taskDetails.forecastingSettings.cvStepSize
• properties.taskDetails.forecastingSettings.featureLags
• properties.taskDetails.forecastingSettings.forecastHorizon
• properties.taskDetails.forecastingSettings.forecastHorizon.mode
• properties.taskDetails.forecastingSettings.forecastHorizon.value
• properties.taskDetails.forecastingSettings.frequency
• properties.taskDetails.forecastingSettings.seasonality
• properties.taskDetails.forecastingSettings.seasonality.mode
• properties.taskDetails.forecastingSettings.seasonality.value
• properties.taskDetails.forecastingSettings.shortSeriesHandlingConfig
• properties.taskDetails.forecastingSettings.targetAggregateFunction
• properties.taskDetails.forecastingSettings.targetLags
• properties.taskDetails.forecastingSettings.targetLags.mode
• properties.taskDetails.forecastingSettings.targetLags.values
• properties.taskDetails.forecastingSettings.targetRollingWindowSize
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.mode
• properties.taskDetails.forecastingSettings.targetRollingWindowSize.value
• properties.taskDetails.forecastingSettings.timeColumnName
• properties.taskDetails.forecastingSettings.timeSeriesIdColumnNames
• properties.taskDetails.forecastingSettings.useStl
• properties.taskDetails.modelSettings
• properties.taskDetails.modelSettings.advancedSettings
• properties.taskDetails.modelSettings.amsGradient
• properties.taskDetails.modelSettings.augmentations
• properties.taskDetails.modelSettings.beta1
• properties.taskDetails.modelSettings.beta2
• properties.taskDetails.modelSettings.checkpointFrequency
• properties.taskDetails.modelSettings.checkpointModel
• properties.taskDetails.modelSettings.checkpointModel.description
• properties.taskDetails.modelSettings.checkpointModel.jobInputType
• properties.taskDetails.modelSettings.checkpointModel.mode
• properties.taskDetails.modelSettings.checkpointModel.uri
• properties.taskDetails.modelSettings.checkpointRunId
• properties.taskDetails.modelSettings.distributed
• properties.taskDetails.modelSettings.earlyStopping
• properties.taskDetails.modelSettings.earlyStoppingDelay
• properties.taskDetails.modelSettings.earlyStoppingPatience
• properties.taskDetails.modelSettings.enableOnnxNormalization
• properties.taskDetails.modelSettings.evaluationFrequency
• properties.taskDetails.modelSettings.gradientAccumulationStep
• properties.taskDetails.modelSettings.layersToFreeze
• properties.taskDetails.modelSettings.learningRate
• properties.taskDetails.modelSettings.learningRateScheduler
• properties.taskDetails.modelSettings.modelName
• properties.taskDetails.modelSettings.momentum
• properties.taskDetails.modelSettings.nesterov
• properties.taskDetails.modelSettings.numberOfEpochs
• properties.taskDetails.modelSettings.numberOfWorkers
• properties.taskDetails.modelSettings.optimizer
• properties.taskDetails.modelSettings.randomSeed
• properties.taskDetails.modelSettings.stepLRGamma
• properties.taskDetails.modelSettings.stepLRStepSize
• properties.taskDetails.modelSettings.trainingBatchSize
• properties.taskDetails.modelSettings.trainingCropSize
• properties.taskDetails.modelSettings.validationBatchSize
• properties.taskDetails.modelSettings.validationCropSize
• properties.taskDetails.modelSettings.validationResizeSize
• properties.taskDetails.modelSettings.warmupCosineLRCycles
• properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
• properties.taskDetails.modelSettings.weightDecay
• properties.taskDetails.modelSettings.weightedLoss
• properties.taskDetails.searchSpace
• properties.taskDetails.searchSpace.amsGradient
• properties.taskDetails.searchSpace.augmentations
• properties.taskDetails.searchSpace.beta1
• properties.taskDetails.searchSpace.beta2
• properties.taskDetails.searchSpace.distributed
• properties.taskDetails.searchSpace.earlyStopping
• properties.taskDetails.searchSpace.earlyStoppingDelay
• properties.taskDetails.searchSpace.earlyStoppingPatience
• properties.taskDetails.searchSpace.enableOnnxNormalization
• properties.taskDetails.searchSpace.evaluationFrequency
• properties.taskDetails.searchSpace.gradientAccumulationStep
• properties.taskDetails.searchSpace.layersToFreeze
• properties.taskDetails.searchSpace.learningRate
• properties.taskDetails.searchSpace.learningRateScheduler
• properties.taskDetails.searchSpace.modelName
• properties.taskDetails.searchSpace.momentum
• properties.taskDetails.searchSpace.nesterov
• properties.taskDetails.searchSpace.numberOfEpochs
• properties.taskDetails.searchSpace.numberOfWorkers
• properties.taskDetails.searchSpace.optimizer
• properties.taskDetails.searchSpace.randomSeed
• properties.taskDetails.searchSpace.stepLRGamma
• properties.taskDetails.searchSpace.stepLRStepSize
• properties.taskDetails.searchSpace.trainingBatchSize
• properties.taskDetails.searchSpace.trainingCropSize
• properties.taskDetails.searchSpace.validationBatchSize
• properties.taskDetails.searchSpace.validationCropSize
• properties.taskDetails.searchSpace.validationResizeSize
• properties.taskDetails.searchSpace.warmupCosineLRCycles
• properties.taskDetails.searchSpace.warmupCosineLRWarmupEpochs
• properties.taskDetails.searchSpace.weightDecay
• properties.taskDetails.searchSpace.weightedLoss
• properties.taskDetails.sweepSettings
• properties.taskDetails.sweepSettings.earlyTermination
• properties.taskDetails.sweepSettings.earlyTermination.delayEvaluation
• properties.taskDetails.sweepSettings.earlyTermination.evaluationInterval
• properties.taskDetails.sweepSettings.earlyTermination.policyType
• properties.taskDetails.sweepSettings.earlyTermination.slackAmount
• properties.taskDetails.sweepSettings.earlyTermination.slackFactor
• properties.taskDetails.sweepSettings.earlyTermination.truncationPercentage
• properties.taskDetails.sweepSettings.samplingAlgorithm
• properties.taskDetails.modelSettings.boxDetectionsPerImage
• properties.taskDetails.modelSettings.boxScoreThreshold
• properties.taskDetails.modelSettings.imageSize
• properties.taskDetails.modelSettings.maxSize
• properties.taskDetails.modelSettings.minSize
• properties.taskDetails.modelSettings.modelSize
• properties.taskDetails.modelSettings.multiScale
• properties.taskDetails.modelSettings.nmsIouThreshold
• properties.taskDetails.modelSettings.tileGridSize
• properties.taskDetails.modelSettings.tileOverlapRatio
• properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
• properties.taskDetails.modelSettings.validationIouThreshold
• properties.taskDetails.modelSettings.validationMetricType
• properties.taskDetails.searchSpace.boxDetectionsPerImage
• properties.taskDetails.searchSpace.boxScoreThreshold
• properties.taskDetails.searchSpace.imageSize
• properties.taskDetails.searchSpace.maxSize
• properties.taskDetails.searchSpace.minSize
• properties.taskDetails.searchSpace.modelSize
• properties.taskDetails.searchSpace.multiScale
• properties.taskDetails.searchSpace.nmsIouThreshold
• properties.taskDetails.searchSpace.tileGridSize
• properties.taskDetails.searchSpace.tileOverlapRatio
• properties.taskDetails.searchSpace.tilePredictionsNmsThreshold
• properties.taskDetails.searchSpace.validationIouThreshold
• properties.taskDetails.searchSpace.validationMetricType
• properties.codeId
• properties.command
• properties.distribution
• properties.distribution.distributionType
• properties.distribution.processCountPerInstance
• properties.distribution.parameterServerCount
• properties.distribution.workerCount
• properties.inputs
• properties.inputs.{customized property}
• properties.inputs.description
• properties.inputs.jobInputType
• properties.inputs.mode
• properties.inputs.uri
• properties.inputs.value
• properties.actionType
• properties.endpointInvocationDefinition

Removed:

• properties.action.jobDefinition.services.nodes
• properties.action.jobDefinition.services.nodes.nodesValueType
• properties.action.jobDefinition.{customized property}
• properties.action.jobDefinition.endpoint
• properties.action.jobDefinition.jobServiceType
• properties.action.jobDefinition.nodes
• properties.action.jobDefinition.nodes.nodesValueType
• properties.action.jobDefinition.port
• properties.outputs
• properties.outputs.{customized property}
• properties.outputs.description
• properties.outputs.jobOutputType
• properties.outputs.mode
• properties.outputs.uri
• 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.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
• taskDetails.limitSettings.enableEarlyTermination
• taskDetails.limitSettings.exitScore
• taskDetails.limitSettings.maxConcurrentTrials
• taskDetails.limitSettings.maxCoresPerTrial
• taskDetails.limitSettings.maxTrials
• taskDetails.limitSettings.sweepConcurrentTrials
• taskDetails.limitSettings.sweepTrials
• taskDetails.limitSettings.timeout
• taskDetails.limitSettings.trialTimeout
• taskDetails.nCrossValidations
• taskDetails.nCrossValidations.mode
• taskDetails.nCrossValidations.value
• taskDetails.positiveLabel
• taskDetails.primaryMetric
• taskDetails.searchSpace
• taskDetails.searchSpace.booster
• taskDetails.searchSpace.boostingType
• taskDetails.searchSpace.growPolicy
• taskDetails.searchSpace.learningRate
• taskDetails.searchSpace.maxBin
• taskDetails.searchSpace.maxDepth
• taskDetails.searchSpace.maxLeaves
• taskDetails.searchSpace.minDataInLeaf
• taskDetails.searchSpace.minSplitGain
• taskDetails.searchSpace.modelName
• 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.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.samplingAlgorithm
• 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.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.learningRateScheduler
• 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.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
• 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
• codeId
• command
• distribution
• distribution.distributionType
• distribution.processCountPerInstance
• distribution.parameterServerCount
• distribution.workerCount
• environmentId
• environmentVariables
• environmentVariables.{customized property}
• 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
• actionType
• endpointInvocationDefinition

Updated:

• properties.trigger.schedule.apiVersion - Added values: '2022-10-01' - Removed values: '2022-10-01-preview'

2022-10-01-preview

Added:

• properties.action.jobDefinition.services.nodes
• properties.action.jobDefinition.services.nodes.nodesValueType
• properties.action.jobDefinition.nodes
• properties.action.jobDefinition.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
• properties.trigger.schedule.monthDays

Removed:

• taskDetails.sweepSettings.limits
• taskDetails.sweepSettings.limits.maxConcurrentTrials
• taskDetails.sweepSettings.limits.maxTrials

Updated:

• properties.action.jobDefinition.services.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.taskType - Added values: 'TextClassification' (required)
• properties.trigger.schedule changed to not required.
• properties.trigger.schedule.apiVersion - Added values: '2022-10-01-preview' - Removed values: '2022-06-01-preview'

2022-06-01-preview

Oldest version tracked in change log